From 882b209734de6f34627bc16fd0d030d831e51116 Mon Sep 17 00:00:00 2001 From: Michael J Wilson Date: Fri, 10 Jun 2022 09:57:13 +0100 Subject: [PATCH 01/10] built package --- LICENSE | 0 build/environment.yml | 22 + dist/lumfn-0.0.2-py3-none-any.whl | Bin 0 -> 84437 bytes dist/lumfn-0.0.2.tar.gz | Bin 0 -> 64257 bytes docs/INSTALL | 4 + pyproject.toml | 3 + setup.cfg | 24 + tests/pm_ddp_QA.ipynb | 869 ++++++++++ tests/pm_delta8_qa.ipynb | 1256 +++++++++++++++ tests/pm_delta8_qa_G12.ipynb | 1163 ++++++++++++++ tests/pm_delta8_qa_G15.ipynb | 1169 ++++++++++++++ tests/pm_delta8_qa_G9.ipynb | 1169 ++++++++++++++ tests/pm_kE_catQA.ipynb | 922 +++++++++++ tests/pm_lumfn.ipynb | 699 ++++++++ tests/pm_randoms_n8_G12_qa.ipynb | 2463 +++++++++++++++++++++++++++++ tests/pm_randoms_n8_G15_qa.ipynb | 2463 +++++++++++++++++++++++++++++ tests/pm_randoms_n8_G9_qa.ipynb | 2463 +++++++++++++++++++++++++++++ tests/pm_zmax_catQA.ipynb | 1225 ++++++++++++++ 18 files changed, 15914 insertions(+) create mode 100644 LICENSE create mode 100644 build/environment.yml create mode 100644 dist/lumfn-0.0.2-py3-none-any.whl create mode 100644 dist/lumfn-0.0.2.tar.gz create mode 100644 docs/INSTALL create mode 100644 pyproject.toml create mode 100644 setup.cfg create mode 100644 tests/pm_ddp_QA.ipynb create mode 100644 tests/pm_delta8_qa.ipynb create mode 100644 tests/pm_delta8_qa_G12.ipynb create mode 100644 tests/pm_delta8_qa_G15.ipynb create mode 100644 tests/pm_delta8_qa_G9.ipynb create mode 100644 tests/pm_kE_catQA.ipynb create mode 100644 tests/pm_lumfn.ipynb create mode 100644 tests/pm_randoms_n8_G12_qa.ipynb create mode 100644 tests/pm_randoms_n8_G15_qa.ipynb create mode 100644 tests/pm_randoms_n8_G9_qa.ipynb create mode 100644 tests/pm_zmax_catQA.ipynb diff --git a/LICENSE b/LICENSE new file mode 100644 index 00000000..e69de29b diff --git a/build/environment.yml b/build/environment.yml new file mode 100644 index 00000000..34fe4091 --- /dev/null +++ b/build/environment.yml @@ -0,0 +1,22 @@ +# conda env create -f environment.yml +name: base +channels: + - defaults + - conda-forge +dependencies: + - pip + - wget + - numpy + - matplotlib + - pandas + - astropy + - scipy + - fitsio + - papermill + - jupyter + - notebook>=6.1.5 + - nbformat >=5.0.2 + - coveralls + - pytest + - pytest-cov + - inflect \ No newline at end of file diff --git a/dist/lumfn-0.0.2-py3-none-any.whl b/dist/lumfn-0.0.2-py3-none-any.whl new file mode 100644 index 0000000000000000000000000000000000000000..d055d6df78cd440f9e81330360229fd36a7fb4aa GIT binary patch literal 84437 zcmZ6yV{j(H`-c0*wrzW3ZEV}-8{4*R+cq|~ZEmo!lZ}(JzjIFgH8njoA9||0s=M#G z`g!hFlmP=r2LJ%jfECjT)qgJl(EmLCT`2#GjjOG>9g~3p&<^NgV8H0$2?kL7uMbf4 zOjH+;^7{q;RaE&`kpJrgBV%U+TO*5q^<|{wR3v3-;rVo;~ zKhOz6Z3rMVx*+UJLTo`i{ zy^=yuM|fAChM76uZ|;z4zpIfc9s4} zy77)iV+~6A{l{XiU-ZC|UHjQ{kU@0BOtQxWXrXD9*~@d~vJCNQEeC^k^IS?yo$!D| z%79ILSYMfnF%$a5l8is-2bJtt%p4osajPL8?TqUN+e%EhkxzAoKJ>v*`HvK@U>D%69xl9}{+@?r<5S$BAZWsCxp7}>J=pO48#+?m)QM=Mb48XGRz 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"setuptools.build_meta" \ No newline at end of file diff --git a/setup.cfg b/setup.cfg new file mode 100644 index 00000000..e063a007 --- /dev/null +++ b/setup.cfg @@ -0,0 +1,24 @@ +[metadata] +name = lumfn +version = 0.0.2 +author = M. J. Wilson +author_email = +description = A package for luminosity function and environment estimation +long_description = file: README.md +long_description_content_type = text/markdown +url = https://github.com/SgmAstro/DESI +project_urls = + Bug Tracker = https://github.com/SgmAstro/DESI/issues +classifiers = + Programming Language :: Python :: 3 + License :: OSI Approved :: MIT License + Operating System :: OS Independent + +[options] +package_dir = + = src +packages = find: +python_requires = >=3.6 + +[options.packages.find] +where = src \ No newline at end of file diff --git a/tests/pm_ddp_QA.ipynb b/tests/pm_ddp_QA.ipynb new file mode 100644 index 00000000..7e97b152 --- /dev/null +++ b/tests/pm_ddp_QA.ipynb @@ -0,0 +1,869 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "454f30eb", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:50.968775Z", + "iopub.status.busy": "2022-03-01T13:09:50.967821Z", + "iopub.status.idle": "2022-03-01T13:09:50.971516Z", + "shell.execute_reply": "2022-03-01T13:09:50.972257Z" + }, + "papermill": { + "duration": 0.043649, + "end_time": "2022-03-01T13:09:50.972604", + "exception": false, + "start_time": "2022-03-01T13:09:50.928955", + "status": "completed" + }, + "tags": [ + "injected-parameters" + ] + }, + "outputs": [], + "source": [ + "# Parameters\n", + "survey = \"gama\"\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "7f160abd", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:51.016605Z", + "iopub.status.busy": "2022-03-01T13:09:51.015858Z", + "iopub.status.idle": "2022-03-01T13:09:52.206484Z", + "shell.execute_reply": "2022-03-01T13:09:52.205613Z" + }, + "papermill": { + "duration": 1.213936, + "end_time": "2022-03-01T13:09:52.206698", + "exception": false, + "start_time": "2022-03-01T13:09:50.992762", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import os\n", + "import sys\n", + "import glob\n", + "import pylab as pl\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import astropy.io.fits as fits\n", + "\n", + "from astropy.table import Table" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "fe20b415", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:52.248974Z", + "iopub.status.busy": "2022-03-01T13:09:52.248265Z", + "iopub.status.idle": "2022-03-01T13:09:52.251002Z", + "shell.execute_reply": "2022-03-01T13:09:52.250402Z" + }, + "papermill": { + "duration": 0.025096, + "end_time": "2022-03-01T13:09:52.251146", + "exception": false, + "start_time": "2022-03-01T13:09:52.226050", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "sys.path.append('{}/DESI'.format(os.environ['HOME']))" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "9e980be3", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:52.287693Z", + "iopub.status.busy": "2022-03-01T13:09:52.287045Z", + "iopub.status.idle": "2022-03-01T13:09:52.293804Z", + "shell.execute_reply": "2022-03-01T13:09:52.294433Z" + }, + "papermill": { + "duration": 0.027769, + "end_time": "2022-03-01T13:09:52.294591", + "exception": false, + "start_time": "2022-03-01T13:09:52.266822", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import pubplot\n", + "from findfile import findfile" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "9ca64213", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:52.328622Z", + "iopub.status.busy": "2022-03-01T13:09:52.328064Z", + "iopub.status.idle": "2022-03-01T13:09:52.331054Z", + "shell.execute_reply": "2022-03-01T13:09:52.331502Z" + }, + "papermill": { + "duration": 0.022425, + "end_time": "2022-03-01T13:09:52.331635", + "exception": false, + "start_time": "2022-03-01T13:09:52.309210", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "version = 'latest'\n", + "survey = 'gama'\n", + "dryrun = False" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "f6fe5c82", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:52.367058Z", + "iopub.status.busy": "2022-03-01T13:09:52.366513Z", + "iopub.status.idle": "2022-03-01T13:09:52.369706Z", + "shell.execute_reply": "2022-03-01T13:09:52.369175Z" + }, + "papermill": { + "duration": 0.024693, + "end_time": "2022-03-01T13:09:52.369823", + "exception": false, + "start_time": "2022-03-01T13:09:52.345130", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "def grab_ddplimit(fpath):\n", + " dat = fits.open(fpath)\n", + "\n", + " result = {}\n", + " \n", + " for key in ['RLIM', 'GMR_0P0', 'GMR_0P1', 'ALL']:\n", + " result[key] = dat[1].header[key]\n", + " \n", + " result['DATA'] = Table(dat[1].data)\n", + " result['COUNT'] = fpath.split('_')[-1].replace('.fits', '')\n", + " \n", + " return result" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "dbd85e95", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:52.400231Z", + "iopub.status.busy": "2022-03-01T13:09:52.399689Z", + "iopub.status.idle": "2022-03-01T13:09:52.589904Z", + "shell.execute_reply": "2022-03-01T13:09:52.590758Z" + }, + "papermill": { + "duration": 0.208802, + "end_time": "2022-03-01T13:09:52.591042", + "exception": false, + "start_time": "2022-03-01T13:09:52.382240", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/cosma/home/durham/dc-moor2/DESI\r\n" + ] + } + ], + "source": [ + "! pwd" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "8d67b017", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:52.646906Z", + "iopub.status.busy": "2022-03-01T13:09:52.646046Z", + "iopub.status.idle": "2022-03-01T13:09:52.652052Z", + "shell.execute_reply": "2022-03-01T13:09:52.651341Z" + }, + "papermill": { + "duration": 0.035759, + "end_time": "2022-03-01T13:09:52.652235", + "exception": false, + "start_time": "2022-03-01T13:09:52.616476", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "fpaths = glob.glob(os.environ['HOME'] + '/data/GAMA4/ddrp_limits/*.fits')" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "2d6f2b21", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:52.697992Z", + "iopub.status.busy": "2022-03-01T13:09:52.697247Z", + "iopub.status.idle": "2022-03-01T13:09:52.956902Z", + "shell.execute_reply": "2022-03-01T13:09:52.955741Z" + }, + "papermill": { + "duration": 0.285242, + "end_time": "2022-03-01T13:09:52.957137", + "exception": false, + "start_time": "2022-03-01T13:09:52.671895", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "ddp_limits = [grab_ddplimit(x) for x in fpaths]" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "649fffdc", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:53.019080Z", + "iopub.status.busy": "2022-03-01T13:09:53.018203Z", + "iopub.status.idle": "2022-03-01T13:09:53.226264Z", + "shell.execute_reply": "2022-03-01T13:09:53.227195Z" + }, + "papermill": { + "duration": 0.244841, + "end_time": "2022-03-01T13:09:53.227490", + "exception": false, + "start_time": "2022-03-01T13:09:52.982649", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "

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CATAIDOBJIDRADECR_PETROZGAMANQSPECIDSURVEY_CLASSUMAG_DRED_SDSSGMAG_DRED_SDSSRMAG_DRED_SDSSIMAG_DRED_SDSSZMAG_DRED_SDSSLUMDISTDISTMODFIELDCARTESIAN_XCARTESIAN_YCARTESIAN_ZROTCARTESIAN_XROTCARTESIAN_YROTCARTESIAN_ZGMRDETMAGREST_GMR_0P1REST_GMR_0P1_WARNREST_GMR_0P1_INDEXKCORR_R0P1KCORR_G0P1KCORR_R0P0KCORR_G0P0REST_GMR_0P0Q_COLOR_0P0EQ_ALL_0P0EQ_COLOR_0P0MALL_0P0MCOLOR_0P0MQZERO_0P0Z_THETA_QALLZ_THETA_QCOLORDDPKCORR_R0P1DDPKCORR_G0P1DDPKCORR_R0P0DDPKCORR_G0P0DDPMALL_0P0DELTA_DETMAG_FAINTZMAXZMAX_WARNDELTA_DETMAG_BRIGHTZMINZMIN_WARNDDP [3]DDPZLIMS [3]DDPMALL_0P0_VISZ
degdegmagmagmagmagmagmagMpcmagmagmagmagmagmagmagmagmagmag
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1 .. 0 -19.11751961404195\n", + "3593735 587729150378574034 139.64360788 -1.87203636 19.767515 0.21636 ... 0.005756727118690568 0.0 0 .. 0 1 .. 0 -19.559862911055742\n", + " 97907 587722984422309918 175.13191821 0.85318194 15.490864 0.07479 ... 0.015861163232135916 0.0 1 .. 0 1 .. 1 -17.093257571181535\n", + " 204889 587725074455462322 139.76775414 -0.33960343 19.796116 0.05469 ... 0.001531643200444858 0.0 0 .. 0 1 .. 1 -16.376546150727087\n", + " 272817 587726031175221320 180.93562327 1.32164668 17.631397 0.08348 ... 0.00672188580254478 0.0 0 .. 1 1 .. 1 -17.346388250469836" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "#gama_ddp = Table.read(os.environ['HOME'] + '/data/GAMA4/gama_gold_ddp.fits')\n", + "fpath = findfile(ftype='ddp', version=version, dryrun=dryrun, survey=survey)\n", + "gama_ddp = Table.read(fpath)\n", + "gama_ddp" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "24fee9c5", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:53.519206Z", + "iopub.status.busy": "2022-03-01T13:09:53.518407Z", + "iopub.status.idle": "2022-03-01T13:09:53.522826Z", + "shell.execute_reply": "2022-03-01T13:09:53.522019Z" + }, + "papermill": { + "duration": 0.039249, + "end_time": "2022-03-01T13:09:53.522992", + "exception": false, + "start_time": "2022-03-01T13:09:53.483743", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "OrderedDict([('EXTNAME', 'TilingCat'),\n", + " ('TCOMM1', 'GAMA ID'),\n", + " ('TUCD1', 'meta.id;meta.main'),\n", + " ('TCOMM2', 'SDSS objid'),\n", + " ('TUCD2', 'meta.id'),\n", + " ('TCOMM3', 'J2000 coordinate'),\n", + " ('TUCD3', 'pos.eq.ra'),\n", + " ('TCOMM4', 'J2000 coordinate'),\n", + " ('TUCD4', 'pos.eq.dec'),\n", + " ('TCOMM5', '3-arcsec fiber magnitude'),\n", + " ('TUCD5', 'phot.mag;em.opt.R'),\n", + " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", + " ('TUCD6', 'phot.mag;em.opt.R'),\n", + " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD7', 'phot.mag;em.opt.U'),\n", + " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD8', 'phot.mag;em.opt.B'),\n", + " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD9', 'phot.mag;em.opt.R'),\n", + " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD10', 'phot.mag;em.opt.I'),\n", + " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD11', 'phot.mag;em.opt.I'),\n", + " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", + " ('TUCD12', 'meta.code;meta.dataset'),\n", + " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", + " ('TUCD13', 'src.redshift'),\n", + " ('TCOMM14', 'Quality of redshift'),\n", + " ('TUCD14', 'meta.code.qual;src.redshift'),\n", + " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", + " ('TUCD15', 'meta.code.qual;src.redshift'),\n", + " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", + " ('TUCD16', 'meta.id.cross;spect'),\n", + " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", + " ('TUCD17', 'src.redshift;stat.error'),\n", + " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", + " ('TUCD18', 'meta.number;spect'),\n", + " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", + " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", + " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", + " ('TUCD20', 'src.class.starGalaxy'),\n", + " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", + " ('TUCD21', 'src.class.starGalaxy'),\n", + " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", + " ('TUCD22', 'phot.mag;em.IR.K'),\n", + " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", + " ('TUCD23', 'phot.flux.density;em.radio'),\n", + " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", + " ('TUCD24', 'meta.code'),\n", + " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", + " ('TUCD25', 'meta.code'),\n", + " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", + " ('TUCD26', 'meta.code'),\n", + " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", + " ('TUCD27', 'meta.code.class'),\n", + " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", + " ('TUCD28', 'meta.code.class'),\n", + " ('TCOMM29', 'Priorities for targeting, see notes'),\n", + " ('TUCD29', 'meta.code.class'),\n", + " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", + " ('TUCD30', 'meta.code.class'),\n", + " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", + " ('TUCD31', 'meta.code.cross'),\n", + " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", + " ('TUCD32', 'meta.code'),\n", + " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", + " ('TUCD33', 'meta.code'),\n", + " ('TCOMM34', 'Visual classification, see notes'),\n", + " ('TUCD34', 'mata.code.qual'),\n", + " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", + " ('TUCD35', 'meta.id'),\n", + " ('DATE-HDU', '2015-09-04T13:22:37'),\n", + " ('STILVERS', '3.0-8'),\n", + " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", + " ('DMU', 'EqInputCat'),\n", + " ('NAME', 'TilingCat'),\n", + " ('VERSION', 'v46'),\n", + " ('DATE', '2015-05-22'),\n", + " ('CONTACT', 'Ivan Baldry '),\n", + " ('AREA', 180.0),\n", + " ('GOLD_NGAL', 113687),\n", + " ('DDP1_ZMIN', 0.0390699990093708),\n", + " ('DDP1_ZMAX', 0.2629899978637695),\n", + " ('DDP1_VZ', 7594754.153764196),\n", + " ('DDP1ZLIMS_NGAL', 113687),\n", + " ('DDP1_NGAL', 45293),\n", + " ('DDP1_DENS', 0.005963721679858641),\n", + " ('DDP2_ZMIN', 0.03914999961853027),\n", + " ('DDP2_ZMAX', 0.1937000006437302),\n", + " ('DDP2_VZ', 3156659.558717707),\n", + " ('DDP2ZLIMS_NGAL', 73942),\n", + " ('DDP2_NGAL', 33396),\n", + " ('DDP2_DENS', 0.01057953807776663),\n", + " ('DDP3_ZMIN', 0.03903000056743622),\n", + " ('DDP3_ZMAX', 0.1015800014138222),\n", + " ('DDP3_VZ', 457819.2340050841),\n", + " ('DDP3ZLIMS_NGAL', 18121),\n", + " ('DDP3_NGAL', 8842),\n", + " ('DDP3_DENS', 0.01931329953669401),\n", + " ('TMR_DDP1', '[-21.8, -20.1]'),\n", + " ('TMR_DDP2', '[-20.6, -19.3]'),\n", + " ('TMR_DDP3', '[-19.6, -17.8]'),\n", + " ('comments',\n", + " ['Science targets and information for tiling and spectroscopic',\n", + " 'observation.'])])" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gama_ddp.meta" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "3fe3582f", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:53.596247Z", + "iopub.status.busy": "2022-03-01T13:09:53.576063Z", + "iopub.status.idle": "2022-03-01T13:09:54.177167Z", + "shell.execute_reply": "2022-03-01T13:09:54.177951Z" + }, + "papermill": { + "duration": 0.632021, + "end_time": "2022-03-01T13:09:54.178207", + "exception": false, + "start_time": "2022-03-01T13:09:53.546186", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0\t26\t19.800\t0.933\t0.773\tFalse\n", + "1\t5\t12.000\t0.933\t0.773\tTrue\n", + "3\t13\t12.000\t1.067\t0.900\tFalse\n", + "4\t22\t19.800\t0.298\t0.299\tFalse\n", + "5\t1\t12.000\t0.298\t0.299\tTrue\n", + "6\t9\t12.000\t0.443\t0.423\tFalse\n", + "7\t8\t12.000\t0.298\t0.299\tFalse\n", + "8\t4\t12.000\t0.785\t0.682\tTrue\n", + "\t\t\t\t\t\t\tFAINT: 27\n", + "9\t27\t19.800\t1.067\t0.900\tFalse\n", + "10\t16\t19.800\t0.443\t0.423\tTrue\n", + "11\t12\t12.000\t0.933\t0.773\tFalse\n", + "12\t0\t12.000\t0.131\t0.164\tTrue\n", + "13\t23\t19.800\t0.443\t0.423\tFalse\n", + "14\t18\t19.800\t0.785\t0.682\tTrue\n", + "15\t6\t12.000\t1.067\t0.900\tTrue\n", + "16\t25\t19.800\t0.785\t0.682\tFalse\n", + "17\t14\t19.800\t0.131\t0.164\tTrue\n", + "18\t10\t12.000\t0.603\t0.555\tFalse\n", + "19\t2\t12.000\t0.443\t0.423\tTrue\n", + "20\t21\t19.800\t0.131\t0.164\tFalse\n", + "21\t24\t19.800\t0.603\t0.555\tFalse\n", + "\t\t\t\t\t\t\tBRIGHT: 7\n", + "22\t7\t12.000\t0.131\t0.164\tFalse\n", + "23\t15\t19.800\t0.298\t0.299\tTrue\n", + "24\t11\t12.000\t0.785\t0.682\tFalse\n", + "25\t20\t19.800\t1.067\t0.900\tTrue\n", + "27\t19\t19.800\t0.933\t0.773\tTrue\n" + ] + }, + { + "data": { + "text/plain": [ + "(-16.5, -22.5)" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1,1,figsize=(10,10))\n", + "\n", + "plt.scatter(gama_kE['ZGAMA'], gama_kE['DDPMALL_0P0'], s=0.25, alpha=0.1, c='k')\n", + "\n", + "for i, ddp_limit in enumerate(ddp_limits):\n", + " data = ddp_limit['DATA']\n", + " cnt = ddp_limit['COUNT']\n", + " rlim = ddp_limit['RLIM']\n", + " MCOL = [x for x in data.dtype.names if 'M0P0' in x][0]\n", + " \n", + " if 'COLOR' in MCOL:\n", + " alpha = 0.75\n", + " else:\n", + " alpha = 1.00\n", + " \n", + " if (ddp_limit['ALL'] == True) & (ddp_limit['GMR_0P1'] == 0.603):\n", + " ax.plot(data['Z'], data[MCOL], c='cyan', lw=1., alpha=alpha)\n", + " continue\n", + " \n", + " if (ddp_limit['ALL'] == False) & (rlim == 19.8) & (ddp_limit['GMR_0P1'] == 1.067):\n", + " ax.plot(data['Z'], data[MCOL], c='magenta', lw=0.5, alpha=alpha)\n", + "\n", + " print('\\t\\t\\t\\t\\t\\t\\tFAINT: {}'.format(cnt))\n", + " \n", + " elif (ddp_limit['ALL'] == False) & (rlim == 12.0) & (ddp_limit['GMR_0P1'] == 0.131): \n", + " ax.plot(data['Z'], data[MCOL], c='magenta', lw=0.5, alpha=alpha)\n", + "\n", + " print('\\t\\t\\t\\t\\t\\t\\tBRIGHT: {}'.format(cnt))\n", + " \n", + " else:\n", + " ax.plot(data['Z'], data[MCOL], c='k', lw=0.5, alpha=alpha)\n", + " \n", + " print('{:d}\\t{}\\t{:.3f}\\t{:.3f}\\t{:.3f}\\t{}'.format(i, cnt, ddp_limit['RLIM'], ddp_limit['GMR_0P1'], ddp_limit['GMR_0P0'], ddp_limit['ALL']))\n", + " \n", + "ax.set_xlabel(r'$z$')\n", + "ax.set_ylabel('$^{0.0}M_{Colour}$')\n", + "\n", + "ax.set_xlim( 0.0, 0.265)\n", + "ax.set_ylim(-16.5, -22.5)" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "1cf14504", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:54.356867Z", + "iopub.status.busy": "2022-03-01T13:09:54.314511Z", + "iopub.status.idle": "2022-03-01T13:09:55.108697Z", + "shell.execute_reply": "2022-03-01T13:09:55.109467Z" + }, + "papermill": { + "duration": 0.886901, + "end_time": "2022-03-01T13:09:55.109715", + "exception": false, + "start_time": "2022-03-01T13:09:54.222814", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "\"\\nfor idx, ax in zip(range(3), axes[::-1]):\\n zmin = gama_ddp.meta['DDP{}_ZMIN'.format(idx+1)]\\n zmax = gama_ddp.meta['DDP{}_ZMAX'.format(idx+1)]\\n \\n ax.axvline(zmin, lw=0.5, c='k')\\n ax.axvline(zmax, lw=0.5, c='k')\\n\"" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(3, 1, figsize=(10,30))\n", + "\n", + "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", + "\n", + "for i, ax in enumerate(axes[::-1]): \n", + " is_ddp = [x == 1 for x in gama_ddp['DDP'].data[:,i]]\n", + " ax.scatter(gama_ddp['ZGAMA'][is_ddp], gama_ddp['DDPMALL_0P0'][is_ddp], s=0.25, alpha=1., c=colors[i])\n", + "\n", + "for ax in axes:\n", + " for i, ddp_limit in enumerate(ddp_limits):\n", + " data = ddp_limit['DATA']\n", + "\n", + " cnt = ddp_limit['COUNT']\n", + " rlim = ddp_limit['RLIM']\n", + " MCOL = [x for x in data.dtype.names if 'M0P0' in x][0]\n", + "\n", + " if 'COLOR' in MCOL:\n", + " alpha = 0.25\n", + " else:\n", + " alpha = 1.0\n", + "\n", + " if (ddp_limit['ALL'] == True) & (ddp_limit['GMR_0P1'] == 0.603):\n", + " ax.plot(data['Z'], data[MCOL], c='cyan', lw=1., alpha=alpha)\n", + " continue\n", + " \n", + " if (ddp_limit['ALL'] == False) & (rlim == 19.8) & (ddp_limit['GMR_0P1'] == 1.067):\n", + " ax.plot(data['Z'], data[MCOL], c='magenta', lw=0.5, alpha=alpha)\n", + " \n", + " elif (ddp_limit['ALL'] == False) & (rlim == 12.0) & (ddp_limit['GMR_0P1'] == 0.131): \n", + " ax.plot(data['Z'], data[MCOL], c='magenta', lw=0.5, alpha=alpha)\n", + " \n", + " else:\n", + " ax.plot(data['Z'], data[MCOL], c='k', lw=0.5, alpha=alpha)\n", + " \n", + " # print('{:d}\\t{}\\t{:.3f}\\t{:.3f}\\t{:.3f}\\t{}'.format(i, cnt, ddp_limit['RLIM'], ddp_limit['GMR_0P1'], ddp_limit['GMR_0P0'], ddp_limit['ALL']))\n", + " \n", + " ax.set_xlabel(r'$z$')\n", + " ax.set_ylabel('$^{0.0}M_{Colour}$')\n", + " \n", + " ax.set_xlim( 0.0, 0.270)\n", + " ax.set_ylim(-16.5, -22.5)\n", + "\n", + "'''\n", + "for idx, ax in zip(range(3), axes[::-1]):\n", + " zmin = gama_ddp.meta['DDP{}_ZMIN'.format(idx+1)]\n", + " zmax = gama_ddp.meta['DDP{}_ZMAX'.format(idx+1)]\n", + " \n", + " ax.axvline(zmin, lw=0.5, c='k')\n", + " ax.axvline(zmax, lw=0.5, c='k')\n", + "'''" + ] + }, + { + "cell_type": "markdown", + "id": "b2775488", + "metadata": { + "papermill": { + "duration": 0.050077, + "end_time": "2022-03-01T13:09:55.222607", + "exception": false, + "start_time": "2022-03-01T13:09:55.172530", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "# Done." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Lumfn", + "language": "python", + "name": "lumfn" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.9" + }, + "papermill": { + "default_parameters": {}, + "duration": 6.024612, + "end_time": "2022-03-01T13:09:55.712200", + "environment_variables": {}, + "exception": null, + "input_path": "docs/nb/ddp_QA.ipynb", + "output_path": "test/pm_ddp_QA.ipynb", + "parameters": { + "survey": "gama" + }, + "start_time": "2022-03-01T13:09:49.687588", + "version": "2.3.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} \ No newline at end of file diff --git a/tests/pm_delta8_qa.ipynb b/tests/pm_delta8_qa.ipynb new file mode 100644 index 00000000..56dfe6f4 --- /dev/null +++ b/tests/pm_delta8_qa.ipynb @@ -0,0 +1,1256 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "53970824", + "metadata": { + "execution": { + "iopub.execute_input": "2022-01-24T14:54:06.235539Z", + "iopub.status.busy": "2022-01-24T14:54:06.233871Z", + "iopub.status.idle": "2022-01-24T14:54:07.621041Z", + "shell.execute_reply": "2022-01-24T14:54:07.621463Z" + }, + "papermill": { + "duration": 1.430612, + "end_time": "2022-01-24T14:54:07.621699", + "exception": false, + "start_time": "2022-01-24T14:54:06.191087", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import os\n", + "import sys\n", + "import glob\n", + "import pylab as pl\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import astropy.io.fits as fits\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", + "from astropy.table import Table, vstack" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "0c18b07a", + "metadata": { + "execution": { + "iopub.execute_input": "2022-01-24T14:54:07.656781Z", + "iopub.status.busy": "2022-01-24T14:54:07.656319Z", + "iopub.status.idle": "2022-01-24T14:54:07.658378Z", + "shell.execute_reply": "2022-01-24T14:54:07.657985Z" + }, + "papermill": { + "duration": 0.021253, + "end_time": "2022-01-24T14:54:07.658483", + "exception": false, + "start_time": "2022-01-24T14:54:07.637230", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "os.environ['CODE_ROOT'] = os.environ['HOME'] + '/DESI/'\n", + "\n", + "sys.path.append(os.environ['CODE_ROOT'])" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "3275f75a", + "metadata": { + "execution": { + "iopub.execute_input": "2022-01-24T14:54:07.693400Z", + "iopub.status.busy": "2022-01-24T14:54:07.692962Z", + "iopub.status.idle": "2022-01-24T14:54:07.709499Z", + "shell.execute_reply": "2022-01-24T14:54:07.709838Z" + }, + "papermill": { + "duration": 0.036782, + "end_time": "2022-01-24T14:54:07.709968", + "exception": false, + "start_time": "2022-01-24T14:54:07.673186", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "from gama_limits import gama_field\n", + "from delta8_limits import delta8_tier\n", + "import pubplot" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "915f7415", + "metadata": { + "execution": { + "iopub.execute_input": "2022-01-24T14:54:07.749184Z", + "iopub.status.busy": "2022-01-24T14:54:07.748724Z", + "iopub.status.idle": "2022-01-24T14:54:07.751915Z", + "shell.execute_reply": "2022-01-24T14:54:07.751474Z" + }, + "papermill": { + "duration": 0.026451, + "end_time": "2022-01-24T14:54:07.752015", + "exception": false, + "start_time": "2022-01-24T14:54:07.725564", + "status": "completed" + }, + "tags": [ + "parameters" + ] + }, + "outputs": [], + "source": [ + "field = 'G9'" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "a2130128", + "metadata": { + "execution": { + "iopub.execute_input": "2022-01-24T14:54:07.788444Z", + "iopub.status.busy": "2022-01-24T14:54:07.787989Z", + "iopub.status.idle": "2022-01-24T14:54:07.974039Z", + "shell.execute_reply": "2022-01-24T14:54:07.973572Z" + }, + "papermill": { + "duration": 0.206776, + "end_time": "2022-01-24T14:54:07.974160", + "exception": false, + "start_time": "2022-01-24T14:54:07.767384", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + "\n", + "CATAID OBJID RA DEC ... DDP1_DELTA8 DDP2_DELTA8 DDP3_DELTA8 \n", + " deg deg ... \n", + "int32 int64 float64 float64 ... float64 float64 float64 \n", + "------ ------------------ ------------ ----------- ... -------------------- --------------------- ------------------\n", + " 32174 587722981741691177 183.70037809 -1.05288215 ... 0.6356962089955482 0.30107595736367454 0.7632803324051429\n", + "144355 587724650867524042 179.66102327 -1.40728884 ... 0.9280372369440453 -1.0 -1.0\n", + "124541 587724649256976626 179.89751219 -2.57730755 ... 0.15223410165319318 0.09982091687020489 -1.0\n", + "118797 587724648722006137 184.17555062 -2.99648752 ... 4.516757213975895 4.305342340738256 -1.0\n", + " 39636 587722982275940549 177.66111022 -0.65931048 ... 0.07970085268866534 0.4845361552659335 -1.0\n", + "341716 587726032799858903 212.96405368 2.36821727 ... 0.6790130651230986 -1.0 -1.0\n", + "346622 587726033302389048 134.55743422 2.16600461 ... -0.32516731327511983 -0.2127230496523168 -1.0\n", + "177971 587725041165008988 178.47535786 -1.9391443 ... 3.149093169285493 2.8992412883776533 -1.0\n", + "172285 587725040629710998 182.12852956 -2.33236242 ... -0.3349489007262123 -0.057877604696590534 -1.0\n", + "610500 588848900449698117 180.40976089 0.3388614 ... 0.8353724578801194 0.86190619163712 -1.0\n", + "302610 587726032230416728 138.53122634 1.38977696 ... 0.9513420713189848 0.517656811052335 -1.0\n", + " 15080 588848901001314625 213.98366937 0.75510347 ... -0.34583906553645505 -0.2845367882679003 -1.0\n", + "208860 587725074988269832 130.61922805 0.12372122 ... 3.039177684825906 2.80601356088375 2.8317251258428056\n", + " ... ... ... ... ... ... ... ...\n", + "239465 587726014548607197 217.84292864 1.61146352 ... 5.889705841888448 4.504081149585731 -1.0\n", + "397461 587728307495960746 178.23268965 1.46131379 ... 0.6583438518965616 -1.0 -1.0\n", + "568259 588848899390833081 214.28595511 -0.56610649 ... 2.5389570844886316 1.9866737263303715 -1.0\n", + "504301 587729971249021149 214.85375081 -1.96182197 ... 0.7899628231702156 -1.0 -1.0\n", + "221119 587726013997187542 184.5819763 1.54322764 ... 1.6583337870453798 -1.0 -1.0\n", + "249871 587726015083511922 213.27406905 2.13655058 ... 2.0589023462706812 2.1929517755224497 -1.0\n", + "138605 587724650332225697 183.35394211 -1.66570048 ... -0.1836188876179169 -1.0 -1.0\n", + "388293 587727944566178064 139.3411875 2.45004368 ... 1.1601760175206821 1.0354784706466647 -1.0\n", + "347688 587726033304224123 138.72775853 2.35475845 ... 2.7331439793821843 -1.0 -1.0\n", + "129854 587724649791619154 174.84665374 -2.09774838 ... 4.329748494858069 3.4724669802166908 -1.0\n", + "497139 587729779055460959 215.79068217 -1.08132634 ... 0.999568135177137 -1.0 -1.0\n", + "609348 588848900447469698 175.20879494 0.37359708 ... 0.5567087187951785 -1.0 -1.0\n", + " 40370 587722982277316680 180.8511958 -0.64678756 ... 0.953525925628858 1.0511296608297025 -1.0" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gama_d8 = Table.read(os.environ['HOME'] + '/data/GAMA4/gama_gold_ddp_n8.fits')\n", + "gama_d8" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "18deea31", + "metadata": { + "execution": { + "iopub.execute_input": "2022-01-24T14:54:08.013937Z", + "iopub.status.busy": "2022-01-24T14:54:08.013508Z", + "iopub.status.idle": "2022-01-24T14:54:08.022576Z", + "shell.execute_reply": "2022-01-24T14:54:08.022188Z" + }, + "papermill": { + "duration": 0.031763, + "end_time": "2022-01-24T14:54:08.022683", + "exception": false, + "start_time": "2022-01-24T14:54:07.990920", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.03903, 0.26299)" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gama_d8['ZGAMA'].min(), gama_d8['ZGAMA'].max()" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "be549c77", + "metadata": { + "execution": { + "iopub.execute_input": "2022-01-24T14:54:08.064423Z", + "iopub.status.busy": "2022-01-24T14:54:08.063966Z", + "iopub.status.idle": "2022-01-24T14:54:08.100652Z", + "shell.execute_reply": "2022-01-24T14:54:08.099822Z" + }, + "papermill": { + "duration": 0.060778, + "end_time": "2022-01-24T14:54:08.100836", + "exception": false, + "start_time": "2022-01-24T14:54:08.040058", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([b'G12', b'G15', b'G9'], dtype='|S4')" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(gama_d8['FIELD'].data)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "928d099d", + "metadata": { + "execution": { + "iopub.execute_input": "2022-01-24T14:54:08.168666Z", + "iopub.status.busy": "2022-01-24T14:54:08.168074Z", + "iopub.status.idle": "2022-01-24T14:54:08.283178Z", + "shell.execute_reply": "2022-01-24T14:54:08.282128Z" + }, + "papermill": { + "duration": 0.153104, + "end_time": "2022-01-24T14:54:08.283427", + "exception": false, + "start_time": "2022-01-24T14:54:08.130323", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "gama_d8 = gama_d8[gama_d8['FIELD'] == field]" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "037ef56d", + "metadata": { + "execution": { + "iopub.execute_input": "2022-01-24T14:54:08.406045Z", + "iopub.status.busy": "2022-01-24T14:54:08.401561Z", + "iopub.status.idle": "2022-01-24T14:54:08.885272Z", + "shell.execute_reply": "2022-01-24T14:54:08.884660Z" + }, + "papermill": { + "duration": 0.564507, + "end_time": "2022-01-24T14:54:08.885412", + "exception": false, + "start_time": "2022-01-24T14:54:08.320905", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "bins=np.arange(-1., 150., 1.)\n", + "\n", + "_ = pl.hist(gama_d8['DDP1_N8'], histtype='step', bins=bins, label='DDP1')\n", + "_ = pl.hist(gama_d8['DDP2_N8'], histtype='step', bins=bins, label='DDP2')\n", + "_ = pl.hist(gama_d8['DDP3_N8'], histtype='step', bins=bins, label='DDP3')\n", + "\n", + "pl.xlabel(r'$N_8$')\n", + "pl.yscale('log')\n", + "pl.legend(frameon=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "f163e676", + "metadata": { + "execution": { + "iopub.execute_input": "2022-01-24T14:54:08.990856Z", + "iopub.status.busy": "2022-01-24T14:54:08.978932Z", + "iopub.status.idle": "2022-01-24T14:54:09.417464Z", + "shell.execute_reply": "2022-01-24T14:54:09.418025Z" + }, + "papermill": { + "duration": 0.509073, + "end_time": "2022-01-24T14:54:09.418234", + "exception": false, + "start_time": "2022-01-24T14:54:08.909161", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "bins=np.arange(-1., 10., 0.1)\n", + "\n", + "_ = pl.hist(gama_d8['DDP1_DELTA8'], histtype='step', bins=bins, label='DDP1')\n", + "_ = pl.hist(gama_d8['DDP2_DELTA8'], histtype='step', bins=bins, label='DDP2')\n", + "_ = pl.hist(gama_d8['DDP3_DELTA8'], histtype='step', bins=bins, label='DDP3')\n", + "\n", + "pl.xlabel(r'$\\delta_8$')\n", + "pl.yscale('log')\n", + "pl.legend(frameon=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "7c3028a8", + "metadata": { + "execution": { + "iopub.execute_input": "2022-01-24T14:54:09.527015Z", + "iopub.status.busy": "2022-01-24T14:54:09.526429Z", + "iopub.status.idle": "2022-01-24T14:54:12.229272Z", + "shell.execute_reply": "2022-01-24T14:54:12.229907Z" + }, + "papermill": { + "duration": 2.76555, + "end_time": "2022-01-24T14:54:12.230153", + "exception": false, + "start_time": "2022-01-24T14:54:09.464603", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(3, 1, figsize=(10, 35))\n", + "\n", + "for idx, ax in enumerate(axes):\n", + " sc = ax.scatter(gama_d8['MCOLOR_0P0'],\\\n", + " gama_d8['DDP1_DELTA8'],\\\n", + " c=gama_d8['DDP1_N8'],\\\n", + " marker='.',\\\n", + " lw=0.0,\\\n", + " s=12)\n", + "\n", + " ax.set_xlabel(r'$^{0.0}M_{\\rm COLOUR}$', fontsize=16)\n", + " ax.set_ylabel(r'$\\delta_{8,DDP1}$', fontsize=16)\n", + "\n", + " ax.set_xlim(-23., -16.)\n", + " ax.set_ylim(-1.1, 1.)\n", + " \n", + " ax.spines['top'].set_visible(False)\n", + " \n", + " divider = make_axes_locatable(ax)\n", + " \n", + " axLog = divider.append_axes(\"top\", size=5.0, pad=0, sharex=ax)\n", + " axLog.set_yscale('log')\n", + " axLog.set_xlim((-16., -23.))\n", + " axLog.set_ylim((1., 50.))\n", + " axLog.scatter(gama_d8['MCOLOR_0P0'], gama_d8['DDP1_DELTA8'], c=gama_d8['DDP1_N8'], marker='.', lw=0.0, s=12)\n", + "\n", + " axLog.spines['bottom'].set_visible(False)\n", + " axLog.xaxis.set_ticks_position('top')\n", + " axLog.xaxis.set_visible(False)\n", + "\n", + " axLog.set_yticks([10.])\n", + " axLog.set_yticklabels(['10'])\n", + " \n", + " ax.set_title('DDP{}'.format(idx+1))\n", + "\n", + " colorbar = fig.colorbar(sc, ax=ax, label=r'$N_8$')" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "390e9e9b", + "metadata": { + "execution": { + "iopub.execute_input": "2022-01-24T14:54:12.388681Z", + "iopub.status.busy": "2022-01-24T14:54:12.387340Z", + "iopub.status.idle": "2022-01-24T14:54:18.724135Z", + "shell.execute_reply": "2022-01-24T14:54:18.724610Z" + }, + "papermill": { + "duration": 6.414292, + "end_time": "2022-01-24T14:54:18.724763", + "exception": false, + "start_time": "2022-01-24T14:54:12.310471", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Reading: ['/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_ddp_n8_G9_0.fits', '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_ddp_n8_G12_0.fits', '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_ddp_n8_G15_0.fits']\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/cosma/home/durham/dc-moor2/.local/lib/python3.9/site-packages/astropy/table/table.py:3488: FutureWarning: elementwise == comparison failed and returning scalar instead; this will raise an error or perform elementwise comparison in the future.\n", + " result = self.as_array() == other\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: MergeConflictWarning: Cannot merge meta key 'FIELD' types and , choosing FIELD='G12' [astropy.utils.metadata]\n", + "WARNING: MergeConflictWarning: Cannot merge meta key 'FILLFACTOR_INFRAC' types and , choosing FILLFACTOR_INFRAC=0.7773585948947632 [astropy.utils.metadata]\n", + "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d-99_VOLFRAC' types and , choosing DDP1_d-99_VOLFRAC=0.4566451521160363 [astropy.utils.metadata]\n", + "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d-99_TIERMEDd8' types and , choosing DDP1_d-99_TIERMEDd8=0.08008800876034106 [astropy.utils.metadata]\n", + "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d0_VOLFRAC' types and , choosing DDP1_d0_VOLFRAC=0.2577701234782471 [astropy.utils.metadata]\n", + "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d0_TIERMEDd8' types and , choosing DDP1_d0_TIERMEDd8=-0.9190299821823499 [astropy.utils.metadata]\n", + "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d1_VOLFRAC' types and , choosing DDP1_d1_VOLFRAC=0.1651377378911527 [astropy.utils.metadata]\n", + "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d1_TIERMEDd8' types and , choosing DDP1_d1_TIERMEDd8=-0.2244483766669314 [astropy.utils.metadata]\n", + "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d2_VOLFRAC' types and , choosing DDP1_d2_VOLFRAC=0.1068683293701266 [astropy.utils.metadata]\n", + "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d2_TIERMEDd8' types and , choosing DDP1_d2_TIERMEDd8=1.068783955240961 [astropy.utils.metadata]\n", + "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d3_VOLFRAC' types and , choosing DDP1_d3_VOLFRAC=0.01357865714443716 [astropy.utils.metadata]\n", + "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d3_TIERMEDd8' types and , choosing DDP1_d3_TIERMEDd8=4.73859407334928 [astropy.utils.metadata]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: MergeConflictWarning: Cannot merge meta key 'FIELD' types and , choosing FIELD='G15' [astropy.utils.metadata]\n", + "WARNING: MergeConflictWarning: Cannot merge meta key 'FILLFACTOR_INFRAC' types and , choosing FILLFACTOR_INFRAC=0.7773609646472426 [astropy.utils.metadata]\n", + "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d-99_VOLFRAC' types and , choosing DDP1_d-99_VOLFRAC=0.4505233802861409 [astropy.utils.metadata]\n", + "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d-99_TIERMEDd8' types and , choosing DDP1_d-99_TIERMEDd8=0.04843349767867688 [astropy.utils.metadata]\n", + "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d0_VOLFRAC' types and , choosing DDP1_d0_VOLFRAC=0.2698145851273098 [astropy.utils.metadata]\n", + "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d0_TIERMEDd8' types and , choosing DDP1_d0_TIERMEDd8=-0.9141583421061842 [astropy.utils.metadata]\n", + "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d1_VOLFRAC' types and , choosing DDP1_d1_VOLFRAC=0.1713053301838349 [astropy.utils.metadata]\n", + "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d1_TIERMEDd8' types and , choosing DDP1_d1_TIERMEDd8=-0.222991941693536 [astropy.utils.metadata]\n", + "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d2_VOLFRAC' types and , choosing DDP1_d2_VOLFRAC=0.09536739321067143 [astropy.utils.metadata]\n", + "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d2_TIERMEDd8' types and , choosing DDP1_d2_TIERMEDd8=1.044252920198578 [astropy.utils.metadata]\n", + "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d3_VOLFRAC' types and , choosing DDP1_d3_VOLFRAC=0.01298931119204304 [astropy.utils.metadata]\n", + "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d3_TIERMEDd8' types and , choosing DDP1_d3_TIERMEDd8=4.970416288891117 [astropy.utils.metadata]\n" + ] + } + ], + "source": [ + "realz = 0\n", + "rpaths = [os.environ['HOME'] + '/data/GAMA4/randoms/randoms_bd_ddp_n8_G{}_{:d}.fits'.format(ff, realz) for ff in [9, 12, 15]]\n", + "\n", + "print('Reading: {}'.format(rpaths))\n", + "\n", + "rand = None\n", + "\n", + "for rpath in rpaths:\n", + " if not os.path.isfile(rpath):\n", + " raise RuntimeError('Expect random bound dist. file for {}; Run bound_dist.py for this field'.format(rpath))\n", + "\n", + " if rand == None:\n", + " rand = Table.read(rpath)\n", + "\n", + " else:\n", + " rand = vstack([rand, Table.read(rpath)])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "567ccbcc", + "metadata": { + "execution": { + "iopub.execute_input": "2022-01-24T14:54:18.854173Z", + "iopub.status.busy": "2022-01-24T14:54:18.853622Z", + "iopub.status.idle": "2022-01-24T14:54:20.453066Z", + "shell.execute_reply": "2022-01-24T14:54:20.453448Z" + }, + "papermill": { + "duration": 1.669811, + "end_time": "2022-01-24T14:54:20.453596", + "exception": false, + "start_time": "2022-01-24T14:54:18.783785", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(3, 1, figsize=(15, 30))\n", + "\n", + "rand_d8 = rand[rand['FIELD'] == field]\n", + "\n", + "gama_d8_slice = gama_d8[np.abs(gama_d8['CARTESIAN_Z']) < 5.]\n", + "rand_d8_slice = rand_d8[np.abs(rand_d8['CARTESIAN_Z']) < 5.]\n", + "\n", + "for idx in range(3):\n", + " # rand_d8_slice['DDP{}_DELTA8'.format(idx+1)]\n", + " \n", + " sc = axes[idx].scatter(rand_d8_slice['CARTESIAN_X'],\\\n", + " rand_d8_slice['CARTESIAN_Y'],\\\n", + " c='k',\\\n", + " alpha=0.05,\\\n", + " marker='.',\\\n", + " lw=0.0,\\\n", + " s=3,\\\n", + " vmin=-1.,\\\n", + " vmax=10.)\n", + " \n", + " sc = axes[idx].scatter(gama_d8_slice['CARTESIAN_X'],\\\n", + " gama_d8_slice['CARTESIAN_Y'],\\\n", + " c=gama_d8_slice['DDP{}_DELTA8'.format(idx+1)],\\\n", + " alpha=1.,\\\n", + " marker='.',\\\n", + " lw=0.0,\\\n", + " s=3,\\\n", + " vmin=-1.,\\\n", + " vmax=10.)\n", + " \n", + " \n", + " axes[idx].set_ylim(100., -100.)\n", + " \n", + " colorbar = fig.colorbar(sc, ax=axes[idx], label=r'$\\delta_8$') \n", + " \n", + " axes[idx].set_xlabel('x [Mpc/h]')\n", + " axes[idx].set_ylabel('y [Mpc/h]')\n", + " \n", + " axes[idx].set_title('DDP{}'.format(idx+1))" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "1073be4b", + "metadata": { + "execution": { + "iopub.execute_input": "2022-01-24T14:54:20.577481Z", + "iopub.status.busy": "2022-01-24T14:54:20.577033Z", + "iopub.status.idle": "2022-01-24T14:54:20.585780Z", + "shell.execute_reply": "2022-01-24T14:54:20.585384Z" + }, + "papermill": { + "duration": 0.071281, + "end_time": "2022-01-24T14:54:20.585881", + "exception": false, + "start_time": "2022-01-24T14:54:20.514600", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.03900268, 0.26299992)" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rand['Z'].min(), rand['Z'].max()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "b292b8ca", + "metadata": { + "execution": { + "iopub.execute_input": "2022-01-24T14:54:20.712965Z", + "iopub.status.busy": "2022-01-24T14:54:20.712513Z", + "iopub.status.idle": "2022-01-24T14:54:20.715968Z", + "shell.execute_reply": "2022-01-24T14:54:20.715547Z" + }, + "papermill": { + "duration": 0.072346, + "end_time": "2022-01-24T14:54:20.716074", + "exception": false, + "start_time": "2022-01-24T14:54:20.643728", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "OrderedDict([('EXTNAME', 'TilingCat'),\n", + " ('TCOMM1', 'GAMA ID'),\n", + " ('TUCD1', 'meta.id;meta.main'),\n", + " ('TCOMM2', 'SDSS objid'),\n", + " ('TUCD2', 'meta.id'),\n", + " ('TCOMM3', 'J2000 coordinate'),\n", + " ('TUCD3', 'pos.eq.ra'),\n", + " ('TCOMM4', 'J2000 coordinate'),\n", + " ('TUCD4', 'pos.eq.dec'),\n", + " ('TCOMM5', '3-arcsec fiber magnitude'),\n", + " ('TUCD5', 'phot.mag;em.opt.R'),\n", + " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", + " ('TUCD6', 'phot.mag;em.opt.R'),\n", + " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD7', 'phot.mag;em.opt.U'),\n", + " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD8', 'phot.mag;em.opt.B'),\n", + " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD9', 'phot.mag;em.opt.R'),\n", + " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD10', 'phot.mag;em.opt.I'),\n", + " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD11', 'phot.mag;em.opt.I'),\n", + " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", + " ('TUCD12', 'meta.code;meta.dataset'),\n", + " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", + " ('TUCD13', 'src.redshift'),\n", + " ('TCOMM14', 'Quality of redshift'),\n", + " ('TUCD14', 'meta.code.qual;src.redshift'),\n", + " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", + " ('TUCD15', 'meta.code.qual;src.redshift'),\n", + " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", + " ('TUCD16', 'meta.id.cross;spect'),\n", + " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", + " ('TUCD17', 'src.redshift;stat.error'),\n", + " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", + " ('TUCD18', 'meta.number;spect'),\n", + " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", + " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", + " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", + " ('TUCD20', 'src.class.starGalaxy'),\n", + " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", + " ('TUCD21', 'src.class.starGalaxy'),\n", + " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", + " ('TUCD22', 'phot.mag;em.IR.K'),\n", + " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", + " ('TUCD23', 'phot.flux.density;em.radio'),\n", + " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", + " ('TUCD24', 'meta.code'),\n", + " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", + " ('TUCD25', 'meta.code'),\n", + " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", + " ('TUCD26', 'meta.code'),\n", + " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", + " ('TUCD27', 'meta.code.class'),\n", + " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", + " ('TUCD28', 'meta.code.class'),\n", + " ('TCOMM29', 'Priorities for targeting, see notes'),\n", + " ('TUCD29', 'meta.code.class'),\n", + " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", + " ('TUCD30', 'meta.code.class'),\n", + " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", + " ('TUCD31', 'meta.code.cross'),\n", + " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", + " ('TUCD32', 'meta.code'),\n", + " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", + " ('TUCD33', 'meta.code'),\n", + " ('TCOMM34', 'Visual classification, see notes'),\n", + " ('TUCD34', 'mata.code.qual'),\n", + " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", + " ('TUCD35', 'meta.id'),\n", + " ('DATE-HDU', '2015-09-04T13:22:37'),\n", + " ('STILVERS', '3.0-8'),\n", + " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", + " ('DMU', 'EqInputCat'),\n", + " ('NAME', 'TilingCat'),\n", + " ('VERSION', 'v46'),\n", + " ('DATE', '2015-05-22'),\n", + " ('CONTACT', 'Ivan Baldry '),\n", + " ('AREA', 180.0),\n", + " ('GOLD_NGAL', 113687),\n", + " ('DDP1_ZMIN', 0.0390699990093708),\n", + " ('DDP1_ZMAX', 0.2629899978637695),\n", + " ('DDP1_VZ', 7594754.153764196),\n", + " ('DDP1_NGAL', 45889),\n", + " ('DDP1_DENS', 0.006042196899455394),\n", + " ('DDP2_ZMIN', 0.03914999961853027),\n", + " ('DDP2_ZMAX', 0.1937000006437302),\n", + " ('DDP2_VZ', 3156659.558717707),\n", + " ('DDP2_NGAL', 32698),\n", + " ('DDP2_DENS', 0.01035841825568372),\n", + " ('DDP3_ZMIN', 0.03903000056743622),\n", + " ('DDP3_ZMAX', 0.1015800014138222),\n", + " ('DDP3_VZ', 457819.2340050841),\n", + " ('DDP3_NGAL', 8748),\n", + " ('DDP3_DENS', 0.01910797832470021),\n", + " ('TMR_DDP1', '[-21.8, -20.1]'),\n", + " ('TMR_DDP2', '[-20.6, -19.3]'),\n", + " ('TMR_DDP3', '[-21.8, -20.1]'),\n", + " ('RPATH_0',\n", + " '/cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits'),\n", + " ('RPATH_1',\n", + " '/cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits'),\n", + " ('RPATH_2',\n", + " '/cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits'),\n", + " ('VOL8', 2144.660584850632),\n", + " ('comments',\n", + " ['Science targets and information for tiling and spectroscopic',\n", + " 'observation.'])])" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "gama_d8.meta" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "2bc353ad", + "metadata": { + "execution": { + "iopub.execute_input": "2022-01-24T14:54:20.890390Z", + "iopub.status.busy": "2022-01-24T14:54:20.889239Z", + "iopub.status.idle": "2022-01-24T14:54:21.439416Z", + "shell.execute_reply": "2022-01-24T14:54:21.440347Z" + }, + "papermill": { + "duration": 0.665386, + "end_time": "2022-01-24T14:54:21.440649", + "exception": false, + "start_time": "2022-01-24T14:54:20.775263", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(\n", + " G12\n", + " G15\n", + " G9,\n", + " array([1265955, 1265955, 1265955]))" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(rand['FIELD'], return_counts=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "6672ece0", + "metadata": { + "execution": { + "iopub.execute_input": "2022-01-24T14:54:21.704148Z", + "iopub.status.busy": "2022-01-24T14:54:21.703603Z", + "iopub.status.idle": "2022-01-24T14:54:21.707248Z", + "shell.execute_reply": "2022-01-24T14:54:21.706738Z" + }, + "papermill": { + "duration": 0.116272, + "end_time": "2022-01-24T14:54:21.707368", + "exception": false, + "start_time": "2022-01-24T14:54:21.591096", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "tiers = delta8_tier(gama_d8['DDP1_DELTA8'])" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "c337de38", + "metadata": { + "execution": { + "iopub.execute_input": "2022-01-24T14:54:21.909439Z", + "iopub.status.busy": "2022-01-24T14:54:21.908383Z", + "iopub.status.idle": "2022-01-24T14:54:21.915515Z", + "shell.execute_reply": "2022-01-24T14:54:21.916273Z" + }, + "papermill": { + "duration": 0.119809, + "end_time": "2022-01-24T14:54:21.916516", + "exception": false, + "start_time": "2022-01-24T14:54:21.796707", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([-99, 0, 1, 2, 3]), array([19096, 1302, 4021, 7860, 2081]))" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(tiers, return_counts=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "4d36b3a0", + "metadata": { + "execution": { + "iopub.execute_input": "2022-01-24T14:54:22.259883Z", + "iopub.status.busy": "2022-01-24T14:54:22.258970Z", + "iopub.status.idle": "2022-01-24T14:54:24.052954Z", + "shell.execute_reply": "2022-01-24T14:54:24.051896Z" + }, + "papermill": { + "duration": 1.941731, + "end_time": "2022-01-24T14:54:24.053229", + "exception": false, + "start_time": "2022-01-24T14:54:22.111498", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Reading: ['/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_G9_0.fits', '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_G12_0.fits', '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_G15_0.fits']\n" + ] + } + ], + "source": [ + "realz = 0\n", + "rpaths = [os.environ['HOME'] + '/data/GAMA4/randoms/randoms_G{}_{:d}.fits'.format(ff, realz) for ff in [9, 12, 15]]\n", + "\n", + "print('Reading: {}'.format(rpaths))\n", + "\n", + "rand = None\n", + "\n", + "for rpath in rpaths:\n", + " if not os.path.isfile(rpath):\n", + " raise RuntimeError('Expect random bound dist. file for {}; Run bound_dist.py for this field'.format(rpath))\n", + "\n", + " if rand == None:\n", + " rand = Table.read(rpath)\n", + "\n", + " else:\n", + " rand = vstack([rand, Table.read(rpath)])" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "476116cb", + "metadata": { + "execution": { + "iopub.execute_input": "2022-01-24T14:54:24.358077Z", + "iopub.status.busy": "2022-01-24T14:54:24.356936Z", + "iopub.status.idle": "2022-01-24T14:54:27.617636Z", + "shell.execute_reply": "2022-01-24T14:54:27.618595Z" + }, + "papermill": { + "duration": 3.451887, + "end_time": "2022-01-24T14:54:27.618982", + "exception": false, + "start_time": "2022-01-24T14:54:24.167095", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "G9\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-580.43097 -73.76151\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "73.60615 -73.76151\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-26.05787 -73.76151\n", + "\n", + "G12\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-747.16486 -115.565475\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-78.02824 -115.565475\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-39.08608 -115.565475\n", + "\n", + "G15\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-636.78845 -84.78161\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-514.0881 -84.78161\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "-26.05787 -84.78161\n", + "\n" + ] + }, + { + "data": { + "image/png": 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LvimtRJM08MqQ7z73B+EBAAhj2AoAEEZ4AADCCA8AQBjhAQAIIzwAAGGEBwAgjPAAAIQRHgCAMMIDABD2f9Wt+vPsN9MaAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "for field in ['G9', 'G12', 'G15']:\n", + " in_field = rand[rand['FIELD'] == field]\n", + " \n", + " # pl.plot(rand['RANDOM_RA'], rand['RANDOM_DEC'], marker=',', lw=0.0)\n", + " \n", + " pl.hist(in_field['CARTESIAN_X'], histtype='step', bins=np.arange(0., 900., 10.))\n", + " \n", + " print(field)\n", + " print(np.sort(in_field['CARTESIAN_X'].data).min(), np.sort(in_field['CARTESIAN_X']).max())\n", + " print(np.sort(in_field['CARTESIAN_Y'].data).min(), np.sort(in_field['CARTESIAN_X']).max())\n", + " print(np.sort(in_field['CARTESIAN_Z'].data).min(), np.sort(in_field['CARTESIAN_X']).max())\n", + " print()" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "0bc3a876", + "metadata": { + "execution": { + "iopub.execute_input": "2022-01-24T14:54:27.810890Z", + "iopub.status.busy": "2022-01-24T14:54:27.805946Z", + "iopub.status.idle": "2022-01-24T14:54:27.814023Z", + "shell.execute_reply": "2022-01-24T14:54:27.814451Z" + }, + "papermill": { + "duration": 0.085747, + "end_time": "2022-01-24T14:54:27.814586", + "exception": false, + "start_time": "2022-01-24T14:54:27.728839", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "('RANDOM_RA',\n", + " 'RANDOM_DEC',\n", + " 'Z',\n", + " 'V',\n", + " 'RANDID',\n", + " 'FIELD',\n", + " 'CARTESIAN_X',\n", + " 'CARTESIAN_Y',\n", + " 'CARTESIAN_Z',\n", + " 'IS_BOUNDARY')" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rand.dtype.names" + ] + }, + { + "cell_type": "markdown", + "id": "03564964", + "metadata": { + "papermill": { + "duration": 0.064739, + "end_time": "2022-01-24T14:54:27.943981", + "exception": false, + "start_time": "2022-01-24T14:54:27.879242", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "# Done." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "228c1dfb", + "metadata": { + "papermill": { + "duration": 0.065391, + "end_time": "2022-01-24T14:54:28.074590", + "exception": false, + "start_time": "2022-01-24T14:54:28.009199", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "409f2c6c", + "metadata": { + "papermill": { + "duration": 0.064949, + "end_time": "2022-01-24T14:54:28.204689", + "exception": false, + "start_time": "2022-01-24T14:54:28.139740", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Lumfn", + "language": "python", + "name": "lumfn" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.9" + }, + "papermill": { + "default_parameters": {}, + "duration": 23.741906, + "end_time": "2022-01-24T14:54:28.789388", + "environment_variables": {}, + "exception": null, + "input_path": "docs/nb/delta8_qa.ipynb", + "output_path": "test/pm_delta8_qa.ipynb", + "parameters": {}, + "start_time": "2022-01-24T14:54:05.047482", + "version": "2.3.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} \ No newline at end of file diff --git a/tests/pm_delta8_qa_G12.ipynb b/tests/pm_delta8_qa_G12.ipynb new file mode 100644 index 00000000..e17826e1 --- /dev/null +++ b/tests/pm_delta8_qa_G12.ipynb @@ -0,0 +1,1163 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "37ecb12e", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:45.491469Z", + "iopub.status.busy": "2022-03-01T13:10:45.490588Z", + "iopub.status.idle": "2022-03-01T13:10:45.495125Z", + "shell.execute_reply": "2022-03-01T13:10:45.495804Z" + }, + "papermill": { + "duration": 0.051162, + "end_time": "2022-03-01T13:10:45.496127", + "exception": false, + "start_time": "2022-03-01T13:10:45.444965", + "status": "completed" + }, + "tags": [ + "injected-parameters" + ] + }, + "outputs": [], + "source": [ + "# Parameters\n", + "field = \"G12\"\n", + "survey = \"gama\"\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "72888a06", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:45.551819Z", + "iopub.status.busy": "2022-03-01T13:10:45.551119Z", + "iopub.status.idle": "2022-03-01T13:10:47.027820Z", + "shell.execute_reply": "2022-03-01T13:10:47.026611Z" + }, + "papermill": { + "duration": 1.506462, + "end_time": "2022-03-01T13:10:47.028076", + "exception": false, + "start_time": "2022-03-01T13:10:45.521614", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import os\n", + "import sys\n", + "import fitsio\n", + "import numpy as np\n", + "import pylab as pl\n", + "import matplotlib.pyplot as plt\n", + "import astropy.io.fits as fits\n", + "from astropy.table import Table\n", + "from scipy.interpolate import interp1d" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "05b04269", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:47.094222Z", + "iopub.status.busy": "2022-03-01T13:10:47.093472Z", + "iopub.status.idle": "2022-03-01T13:10:47.098106Z", + "shell.execute_reply": "2022-03-01T13:10:47.097366Z" + }, + "papermill": { + "duration": 0.037605, + "end_time": "2022-03-01T13:10:47.098259", + "exception": false, + "start_time": "2022-03-01T13:10:47.060654", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "sys.path.append('{}/DESI'.format(os.environ['HOME']))" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "4a8628c6", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:47.148612Z", + "iopub.status.busy": "2022-03-01T13:10:47.147993Z", + "iopub.status.idle": "2022-03-01T13:10:47.277340Z", + "shell.execute_reply": "2022-03-01T13:10:47.276557Z" + }, + "papermill": { + "duration": 0.15668, + "end_time": "2022-03-01T13:10:47.277568", + "exception": false, + "start_time": "2022-03-01T13:10:47.120888", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import pubplot\n", + "\n", + "from schechter import schechter, named_schechter\n", + "from gama_limits import gama_field\n", + "from delta8_limits import d8_limits, delta8_tier\n", + "from findfile import findfile" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "6635c158", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:47.342839Z", + "iopub.status.busy": "2022-03-01T13:10:47.342091Z", + "iopub.status.idle": "2022-03-01T13:10:47.345205Z", + "shell.execute_reply": "2022-03-01T13:10:47.345806Z" + }, + "papermill": { + "duration": 0.035938, + "end_time": "2022-03-01T13:10:47.345984", + "exception": false, + "start_time": "2022-03-01T13:10:47.310046", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "version = 'latest'\n", + "survey = 'gama'\n", + "dryrun = False" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "2d04ca99", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:47.396881Z", + "iopub.status.busy": "2022-03-01T13:10:47.396260Z", + "iopub.status.idle": "2022-03-01T13:10:47.409525Z", + "shell.execute_reply": "2022-03-01T13:10:47.410042Z" + }, + "papermill": { + "duration": 0.041503, + "end_time": "2022-03-01T13:10:47.410193", + "exception": false, + "start_time": "2022-03-01T13:10:47.368690", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "'/cosma/home/durham/dc-moor2/data/v4/gama_gold_ddp_n8.fits'" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# TODO: clean up root below in LF cells\n", + "root = '{}/data/GAMA4/'.format(os.environ['HOME'])\n", + "#fpath = root + 'gama_gold_ddp_n8.fits'\n", + "fpath = findfile(ftype='ddp_n8', version=version, dryrun=dryrun, survey=survey)\n", + "fpath" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "9658b14a", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:47.454773Z", + "iopub.status.busy": "2022-03-01T13:10:47.454241Z", + "iopub.status.idle": "2022-03-01T13:10:47.457186Z", + "shell.execute_reply": "2022-03-01T13:10:47.457612Z" + }, + "papermill": { + "duration": 0.02724, + "end_time": "2022-03-01T13:10:47.457748", + "exception": false, + "start_time": "2022-03-01T13:10:47.430508", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "#! ls /global/cscratch1/sd/mjwilson/norberg/GAMA4/" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "2178d555", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:47.500007Z", + "iopub.status.busy": "2022-03-01T13:10:47.499515Z", + "iopub.status.idle": "2022-03-01T13:10:47.513228Z", + "shell.execute_reply": "2022-03-01T13:10:47.513642Z" + }, + "papermill": { + "duration": 0.037848, + "end_time": "2022-03-01T13:10:47.513785", + "exception": false, + "start_time": "2022-03-01T13:10:47.475937", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "#ddps = fits.open(root + '/global/cscratch1/sd/mjwilson/norberg/GAMA4/gama_gold_ddp_n8.fits')\n", + "#ddps = fits.open(root+'gama_gold_ddp_n8.fits')\n", + "\n", + "ddps = fits.open(fpath)\n", + "ddps = ddps[1].header\n", + "#ddps" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "511b6569", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:47.555213Z", + "iopub.status.busy": "2022-03-01T13:10:47.552832Z", + "iopub.status.idle": "2022-03-01T13:10:47.557946Z", + "shell.execute_reply": "2022-03-01T13:10:47.558358Z" + }, + "papermill": { + "duration": 0.026368, + "end_time": "2022-03-01T13:10:47.558480", + "exception": false, + "start_time": "2022-03-01T13:10:47.532112", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "#! ls /global/cscratch1/sd/mjwilson/desi/BGS/Sam" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "d7cdbccd", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:47.598324Z", + "iopub.status.busy": "2022-03-01T13:10:47.597868Z", + "iopub.status.idle": "2022-03-01T13:10:47.600997Z", + "shell.execute_reply": "2022-03-01T13:10:47.601370Z" + }, + "papermill": { + "duration": 0.025272, + "end_time": "2022-03-01T13:10:47.601481", + "exception": false, + "start_time": "2022-03-01T13:10:47.576209", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "field = 'G12'" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "983d1b1e", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:47.640161Z", + "iopub.status.busy": "2022-03-01T13:10:47.639729Z", + "iopub.status.idle": "2022-03-01T13:10:54.712885Z", + "shell.execute_reply": "2022-03-01T13:10:54.711986Z" + }, + "papermill": { + "duration": 7.095107, + "end_time": "2022-03-01T13:10:54.713127", + "exception": false, + "start_time": "2022-03-01T13:10:47.618020", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, version=version, dryrun=dryrun, survey=survey)\n", + "randoms = Table.read(fpath)\n", + "#randoms = Table.read('{}/data/GAMA4/randoms/randoms_bd_ddp_n8_{}_0.fits'.format(os.environ['HOME'], field))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "d7b43500", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:54.785885Z", + "iopub.status.busy": "2022-03-01T13:10:54.785111Z", + "iopub.status.idle": "2022-03-01T13:11:18.372131Z", + "shell.execute_reply": "2022-03-01T13:11:18.373057Z" + }, + "papermill": { + "duration": 23.627227, + "end_time": "2022-03-01T13:11:18.373358", + "exception": false, + "start_time": "2022-03-01T13:10:54.746131", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "randoms_slice = randoms[np.abs(randoms['CARTESIAN_Z']) < 5.]\n", + "\n", + "for idx in np.arange(1, 4, 1):\n", + " plt.scatter(randoms_slice['CARTESIAN_X'],\\\n", + " randoms_slice['CARTESIAN_Y'],\\\n", + " c=randoms_slice['DDP{}_DELTA8'.format(idx)],\\\n", + " marker='.',\\\n", + " lw=0.0,\\\n", + " s=1,\\\n", + " vmin=-1.,\\\n", + " vmax=10.,\\\n", + " cmap='plasma')\n", + "\n", + " pl.xlabel('x [Mpc/h]')\n", + " pl.ylabel('y [Mpc/h]')\n", + " \n", + " plt.title('DDP{}'.format(idx))\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "b3961485", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:11:18.471603Z", + "iopub.status.busy": "2022-03-01T13:11:18.470972Z", + "iopub.status.idle": "2022-03-01T13:11:19.787310Z", + "shell.execute_reply": "2022-03-01T13:11:19.788083Z" + }, + "papermill": { + "duration": 1.368692, + "end_time": "2022-03-01T13:11:19.788346", + "exception": false, + "start_time": "2022-03-01T13:11:18.419654", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'G12 GAMA Field')" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", + "\n", + "# TO DO: take from header\n", + "for i in np.arange(0, 9, 1):\n", + " ddp = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}.fits'.format(field, i))\n", + " vmax = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_vmax.fits'.format(field, i), 'VMAX')\n", + " lf = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'LUMFN')\n", + " ref = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'REFERENCE')\n", + " \n", + " lf = lf[lf['N'] > 0]\n", + "\n", + " lims = np.array(list(ddp.meta['D8{}LIMS'.format(i)][1:-1].split(','))).astype(np.float32)\n", + "\n", + " label = r'${:+.2f} \\leq \\delta_8 < {:+.2f}$'.format(lims[0], lims[1])\n", + "\n", + " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=label, alpha=0.5, c=colors[i])\n", + " pl.plot(lf['MEDIAN_M'], np.log10(lf['PHI_IVMAX']), label='', marker='.', lw=0.0, c=colors[i], markersize=4)\n", + "\n", + "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$')\n", + "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", + "\n", + "pl.xlim(-16., -23.0)\n", + "pl.ylim(-5, -0.5)\n", + "\n", + "pl.legend(frameon=False, loc=3, ncol=2, fontsize=10)\n", + "pl.title('{} GAMA Field'.format(field))" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "53b830e4", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:11:19.888289Z", + "iopub.status.busy": "2022-03-01T13:11:19.887697Z", + "iopub.status.idle": "2022-03-01T13:11:21.196288Z", + "shell.execute_reply": "2022-03-01T13:11:21.197225Z" + }, + "papermill": { + "duration": 1.361811, + "end_time": "2022-03-01T13:11:21.197528", + "exception": false, + "start_time": "2022-03-01T13:11:19.835717", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'All GAMA Fields')" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", + "\n", + "for field in ['G9', 'G12', 'G15']:\n", + " for i in np.arange(0, 4, 1):\n", + " ddp = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}.fits'.format(field, i))\n", + " vmax = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_vmax.fits'.format(field, i), 'VMAX')\n", + " lf = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'LUMFN')\n", + " ref = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'REFERENCE')\n", + "\n", + " lf = lf[lf['N'] > 0]\n", + "\n", + " if field == 'G15':\n", + " if i != 3:\n", + " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=r'${} \\leq \\delta_8 < {}$'.format(d8_limits[i][0], d8_limits[i][1]), alpha=0.5, c=colors[i])\n", + " else:\n", + " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=r'${} \\leq \\delta_8$'.format(d8_limits[i][0]), alpha=0.5, c=colors[i])\n", + "\n", + " else:\n", + " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), alpha=0.5, c=colors[i])\n", + "\n", + " pl.plot(lf['MEDIAN_M'], np.log10(lf['PHI_IVMAX']), label='', c=colors[i])\n", + "\n", + "pl.xlabel(r'$M_r^e - 5 \\log_{10}(h)$')\n", + "pl.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", + "\n", + "pl.xlim(-15., -23.0)\n", + "pl.ylim(-6, 0)\n", + "\n", + "#pl.legend(frameon=False, loc=1, ncol=2)\n", + "pl.legend()\n", + "pl.title('All GAMA Fields')" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "869b765e", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:11:21.356128Z", + "iopub.status.busy": "2022-03-01T13:11:21.350518Z", + "iopub.status.idle": "2022-03-01T13:11:21.484393Z", + "shell.execute_reply": "2022-03-01T13:11:21.485068Z" + }, + "papermill": { + "duration": 0.229919, + "end_time": "2022-03-01T13:11:21.485301", + "exception": false, + "start_time": "2022-03-01T13:11:21.255382", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([176., 235., 167., 198., 231., 164., 175., 210., 228., 226., 229.,\n", + " 174., 206., 196., 254., 257., 232., 161., 168., 188.]),\n", + " array([0. , 0.05, 0.1 , 0.15, 0.2 , 0.25, 0.3 , 0.35, 0.4 , 0.45, 0.5 ,\n", + " 0.55, 0.6 , 0.65, 0.7 , 0.75, 0.8 , 0.85, 0.9 , 0.95, 1. ]),\n", + " [])" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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('DDP2_ZMAX', '0.1937000006437302'),\n", + " ('DDP2_VZ', '3156659.558717707'),\n", + " ('DDP2ZLIMS_NGAL', '73942'),\n", + " ('DDP2_NGAL', '33396'),\n", + " ('DDP2_DENS', '0.01057953807776663'),\n", + " ('DDP3_ZMIN', '0.03903000056743622'),\n", + " ('DDP3_ZMAX', '0.1015800014138222'),\n", + " ('DDP3_VZ', '457819.2340050841'),\n", + " ('DDP3ZLIMS_NGAL', '18121'),\n", + " ('DDP3_NGAL', '8842'),\n", + " ('DDP3_DENS', '0.01931329953669401'),\n", + " ('TMR_DDP1', '[-21.8, -20.1]'),\n", + " ('TMR_DDP2', '[-20.6, -19.3]'),\n", + " ('TMR_DDP3', '[-19.6, -17.8]'),\n", + " ('RPATH_0',\n", + " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G9_0.fits'),\n", + " ('RPATH_1',\n", + " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G12_0.fits'),\n", + " ('RPATH_2',\n", + " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G15_0.fits'),\n", + " ('VOL8', '2144.660584850632'),\n", + " ('D80LIMS', '[-1.0, -0.75]'),\n", + " ('D81LIMS', '[-0.75, -0.55]'),\n", + " ('D82LIMS', '[-0.55, -0.4]'),\n", + " ('D83LIMS', '[-0.4, 0.0]'),\n", + " ('D84LIMS', '[0.0, 0.7]'),\n", + " ('D85LIMS', '[0.7, 1.6]'),\n", + " ('D86LIMS', '[1.6, 2.9]'),\n", + " ('D87LIMS', '[2.9, 4.0]'),\n", + " ('D88LIMS', '[4.0, 10000.0]'),\n", + " ('DDP1_D0_NGAL', '3741'),\n", + " ('DDP1_D1_NGAL', '3956'),\n", + " ('DDP1_D2_NGAL', '4013'),\n", + " ('FORCE_ZMIN', '0.03909000009298325'),\n", + " ('FORCE_ZMAX', '0.2629599869251251'),\n", + " ('VOLUME', '2530750.347044507'),\n", + " ('MS',\n", + " '[-25.5, -25.3, -25.1, -24.900000000000002, -24.700000000000003, -24.500000000000004, -24.300000000000004, -24.100000000000005, -23.900000000000006, -23.700000000000006, -23.500000000000007, -23.300000000000008, -23.10000000000001, -22.90000000000001, -22.70000000000001, -22.50000000000001, -22.30000000000001, -22.100000000000012, -21.900000000000013, -21.700000000000014, -21.500000000000014, -21.300000000000015, -21.100000000000016, -20.900000000000016, -20.700000000000017, -20.500000000000018, -20.30000000000002, -20.10000000000002, -19.90000000000002, -19.70000000000002, -19.50000000000002, -19.300000000000022, -19.100000000000023, -18.900000000000023, -18.700000000000024, -18.500000000000025, -18.300000000000026, -18.100000000000026, -17.900000000000027, -17.700000000000028, -17.50000000000003, -17.30000000000003, -17.10000000000003, -16.90000000000003, -16.70000000000003, -16.500000000000032, -16.300000000000033, -16.100000000000033, -15.900000000000034, -15.700000000000035]'),\n", + " ('ABSMAG_DEF', 'MCOLOR_0P0'),\n", + " ('COMMENTS',\n", + " \"['Science targets and information for tiling and spectroscopic', 'observation.']\"),\n", + " ('CHECKSUM', 'n52hp20en20en20e'),\n", + " ('DATASUM', '2160089238'),\n", + " ('comments',\n", + " ['Science targets and information for tiling and spectroscopic',\n", + " 'observation.'])])" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lf.meta" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "76503514", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:11:21.665671Z", + "iopub.status.busy": "2022-03-01T13:11:21.665242Z", + "iopub.status.idle": "2022-03-01T13:11:21.669772Z", + "shell.execute_reply": "2022-03-01T13:11:21.669413Z" + }, + "papermill": { + "duration": 0.042837, + "end_time": "2022-03-01T13:11:21.669865", + "exception": false, + "start_time": "2022-03-01T13:11:21.627028", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "\"\\ncolnames = ['M_R','LOGPHI']\\nTMR_d0 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d0', format='csv', names=colnames)\\nTMR_d1 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d1', format='csv', names=colnames)\\nTMR_d2 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d2', format='csv', names=colnames)\\nTMR_d3 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d3', format='csv', names=colnames)\\n\\nplt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x')\\nplt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x')\\nplt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x')\\nplt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x')\\n\"" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# fix to add column names\n", + "\n", + "'''\n", + "colnames = ['M_R','LOGPHI']\n", + "TMR_d0 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d0', format='csv', names=colnames)\n", + "TMR_d1 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d1', format='csv', names=colnames)\n", + "TMR_d2 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d2', format='csv', names=colnames)\n", + "TMR_d3 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d3', format='csv', names=colnames)\n", + "\n", + "plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x')\n", + "plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x')\n", + "plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x')\n", + "plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x')\n", + "'''" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1094c391", + "metadata": { + "papermill": { + "duration": 0.026997, + "end_time": "2022-03-01T13:11:21.725233", + "exception": false, + "start_time": "2022-03-01T13:11:21.698236", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "657ee6c7", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:11:21.793056Z", + "iopub.status.busy": "2022-03-01T13:11:21.792615Z", + "iopub.status.idle": "2022-03-01T13:11:21.795999Z", + "shell.execute_reply": "2022-03-01T13:11:21.796316Z" + }, + "papermill": { + "duration": 0.043807, + "end_time": "2022-03-01T13:11:21.796424", + "exception": false, + "start_time": "2022-03-01T13:11:21.752617", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "\"\\nfor idx in range(4):\\n LF_G9 = Table.read(root + '{}_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n LF_G12 = Table.read(root + '{}_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n LF_G15 = Table.read(root + '{}_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n\\n LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n \\n x =np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']), np.array(LF_G12['PHI_IVMAX']), np.array(LF_G15['PHI_IVMAX'])]\\n x_ref=np.c_[LF_G9_ref['MS'], np.array(LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\\n\\n LF_mean = np.mean(x[:,1:], axis=1)\\n LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\\n\\n LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\\n LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\\n \\n pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\\n pl.plot(LF_G9_ref['MS'], np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\\n #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx), color=colour[idx])\\n \\n#plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x', color='blue')\\n#plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x', color='orange')\\n#plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x', color='green')\\n#plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x', color='black')\\n\\nplt.xlabel(r'$M_r^e - 5 \\\\log_{10}(h)$', fontsize=14)\\nplt.ylabel(r'$\\\\log_{10} \\\\left[ \\x0crac{\\\\phi_\\\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\\nplt.title(r'{} DDP LFs (All Fields)'.format(survey))\\n\\npl.ylim(-5.5, -.5)\\npl.xlim(-22.5, -15.5)\\npl.gca().invert_xaxis()\\npl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\\n\\n#pl.legend(frameon=True, loc=2)\\npl.legend()\\npl.show()\\n\"" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "Ms = np.arange(-25.5, -15.5 , 0.1)\n", + "bin_centres = (Ms[1:]+Ms[:-1])/2\n", + "colour = ['blue', 'red', 'green', 'black']\n", + "'''\n", + "for idx in range(4):\n", + " LF_G9 = Table.read(root + '{}_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", + " LF_G12 = Table.read(root + '{}_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", + " LF_G15 = Table.read(root + '{}_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", + "\n", + " LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", + " LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", + " LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", + " \n", + " x =np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']), np.array(LF_G12['PHI_IVMAX']), np.array(LF_G15['PHI_IVMAX'])]\n", + " x_ref=np.c_[LF_G9_ref['MS'], np.array(LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\n", + "\n", + " LF_mean = np.mean(x[:,1:], axis=1)\n", + " LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\n", + "\n", + " LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\n", + " LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\n", + " \n", + " pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", + " pl.plot(LF_G9_ref['MS'], np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\n", + " #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx), color=colour[idx])\n", + " \n", + "#plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x', color='blue')\n", + "#plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x', color='orange')\n", + "#plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x', color='green')\n", + "#plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x', color='black')\n", + "\n", + "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$', fontsize=14)\n", + "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", + "plt.title(r'{} DDP LFs (All Fields)'.format(survey))\n", + "\n", + "pl.ylim(-5.5, -.5)\n", + "pl.xlim(-22.5, -15.5)\n", + "pl.gca().invert_xaxis()\n", + "pl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\n", + "\n", + "#pl.legend(frameon=True, loc=2)\n", + "pl.legend()\n", + "pl.show()\n", + "'''" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "a0e5035d", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:11:21.873871Z", + "iopub.status.busy": "2022-03-01T13:11:21.873397Z", + "iopub.status.idle": "2022-03-01T13:11:22.412341Z", + "shell.execute_reply": "2022-03-01T13:11:22.413267Z" + }, + "papermill": { + "duration": 0.58892, + "end_time": "2022-03-01T13:11:22.413567", + "exception": false, + "start_time": "2022-03-01T13:11:21.824647", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", + "/tmp/ipykernel_159535/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", + " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", + "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_159535/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", + " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", + "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", + "/tmp/ipykernel_159535/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", + " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", + "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", + "/tmp/ipykernel_159535/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", + " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "for idx in range(4):\n", + " LF_G9 = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", + " LF_G12 = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", + " LF_G15 = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", + "\n", + " LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", + " LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", + " LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", + " \n", + " LF_G9_curve = interp1d(LF_G9['MEDIAN_M'], LF_G9['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", + " LF_G12_curve = interp1d(LF_G12['MEDIAN_M'], LF_G12['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", + " LF_G15_curve = interp1d(LF_G15['MEDIAN_M'], LF_G15['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", + "\n", + " \n", + " x=np.c_[LF_G9_ref['MS'], np.array(LF_G9_curve(LF_G9_ref['MS'])/LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_curve(LF_G12_ref['MS'])/LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_curve(LF_G15_ref['MS'])/LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\n", + "\n", + " #x_ref=np.c_[bin_centres, np.array(LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", + " #x=np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']/LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['PHI_IVMAX']/LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['PHI_IVMAX']/LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", + "\n", + " LF_mean = np.mean(x[:,1:], axis=1)\n", + " LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\n", + "\n", + " #LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\n", + " #LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\n", + " \n", + " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", + " #pl.plot(bin_centres, np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\n", + " #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx))\n", + " \n", + " #pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), gama_lf['PHI_N_ERROR'] / gama_lf['PHI_N'] / np.log(10.), label='NOWEIGHT', alpha=0.4)\n", + " #pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), gama_lf['PHI_IVMAX_ERROR'] / gama_lf['PHI_IVMAX'] / np.log(10.), label='IVMAX')\n", + " \n", + "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$', fontsize=14)\n", + "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{\\phi_{ref}(M)} \\right]$', fontsize=14)\n", + "plt.title(r'{} DDP LF Ratios (All Fields)'.format(survey))\n", + "\n", + "#pl.ylim(-4.25, -.75)\n", + "pl.xlim(-22.5, -15.5)\n", + "pl.ylim(-0.68, 0.68)\n", + "pl.gca().invert_xaxis()\n", + "\n", + "pl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\n", + "pl.gca().yaxis.set_major_locator(plt.MultipleLocator(0.2))\n", + "\n", + "pl.legend(frameon=True, loc=2)\n", + "pl.show()" + ] + }, + { + "cell_type": "markdown", + "id": "305c054c", + "metadata": { + "papermill": { + "duration": 0.065678, + "end_time": "2022-03-01T13:11:22.545072", + "exception": false, + "start_time": "2022-03-01T13:11:22.479394", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "# Done." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4e203822", + "metadata": { + "papermill": { + "duration": 0.0549, + "end_time": "2022-03-01T13:11:22.646646", + "exception": false, + "start_time": "2022-03-01T13:11:22.591746", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Lumfn", + "language": "python", + "name": "lumfn" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.9" + }, + "papermill": { + "default_parameters": {}, + "duration": 39.553997, + "end_time": "2022-03-01T13:11:23.411665", + "environment_variables": {}, + "exception": null, + "input_path": "docs/nb/d8LF_qa.ipynb", + "output_path": "test/pm_delta8_qa_G12.ipynb", + "parameters": { + "field": "G12", + "survey": "gama" + }, + "start_time": "2022-03-01T13:10:43.857668", + "version": "2.3.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} \ No newline at end of file diff --git a/tests/pm_delta8_qa_G15.ipynb b/tests/pm_delta8_qa_G15.ipynb new file mode 100644 index 00000000..cb1f8655 --- /dev/null +++ b/tests/pm_delta8_qa_G15.ipynb @@ -0,0 +1,1169 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "f1eca3eb", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:11:24.998033Z", + "iopub.status.busy": "2022-03-01T13:11:24.986743Z", + "iopub.status.idle": "2022-03-01T13:11:25.003322Z", + "shell.execute_reply": "2022-03-01T13:11:25.002402Z" + }, + "papermill": { + "duration": 0.056592, + "end_time": "2022-03-01T13:11:25.003532", + "exception": false, + "start_time": "2022-03-01T13:11:24.946940", + "status": "completed" + }, + "tags": [ + "injected-parameters" + ] + }, + "outputs": [], + "source": [ + "# Parameters\n", + "field = \"G15\"\n", + "survey = \"gama\"\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "72888a06", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:11:25.058291Z", + "iopub.status.busy": "2022-03-01T13:11:25.057603Z", + "iopub.status.idle": "2022-03-01T13:11:26.330199Z", + "shell.execute_reply": "2022-03-01T13:11:26.329074Z" + }, + "papermill": { + "duration": 1.301522, + "end_time": "2022-03-01T13:11:26.330467", + "exception": false, + "start_time": "2022-03-01T13:11:25.028945", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import os\n", + "import sys\n", + "import fitsio\n", + "import numpy as np\n", + "import pylab as pl\n", + "import matplotlib.pyplot as plt\n", + "import astropy.io.fits as fits\n", + "from astropy.table import Table\n", + "from scipy.interpolate import interp1d" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "05b04269", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:11:26.397197Z", + "iopub.status.busy": "2022-03-01T13:11:26.396383Z", + "iopub.status.idle": "2022-03-01T13:11:26.398379Z", + "shell.execute_reply": "2022-03-01T13:11:26.399148Z" + }, + "papermill": { + "duration": 0.037211, + "end_time": "2022-03-01T13:11:26.399351", + "exception": false, + "start_time": "2022-03-01T13:11:26.362140", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "sys.path.append('{}/DESI'.format(os.environ['HOME']))" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "4a8628c6", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:11:26.451426Z", + "iopub.status.busy": "2022-03-01T13:11:26.450803Z", + "iopub.status.idle": "2022-03-01T13:11:26.553406Z", + "shell.execute_reply": "2022-03-01T13:11:26.552388Z" + }, + "papermill": { + "duration": 0.130812, + "end_time": "2022-03-01T13:11:26.553646", + "exception": false, + "start_time": "2022-03-01T13:11:26.422834", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import pubplot\n", + "\n", + "from schechter import schechter, named_schechter\n", + "from gama_limits import gama_field\n", + "from delta8_limits import d8_limits, delta8_tier\n", + "from findfile import findfile" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "6635c158", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:11:26.615497Z", + "iopub.status.busy": "2022-03-01T13:11:26.614801Z", + "iopub.status.idle": "2022-03-01T13:11:26.618231Z", + "shell.execute_reply": "2022-03-01T13:11:26.617628Z" + }, + "papermill": { + "duration": 0.033942, + "end_time": "2022-03-01T13:11:26.618378", + "exception": false, + "start_time": "2022-03-01T13:11:26.584436", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "version = 'latest'\n", + "survey = 'gama'\n", + "dryrun = False" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "2d04ca99", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:11:26.666641Z", + "iopub.status.busy": "2022-03-01T13:11:26.666082Z", + "iopub.status.idle": "2022-03-01T13:11:26.676970Z", + "shell.execute_reply": "2022-03-01T13:11:26.677429Z" + }, + "papermill": { + "duration": 0.037042, + "end_time": "2022-03-01T13:11:26.677560", + "exception": false, + "start_time": "2022-03-01T13:11:26.640518", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "'/cosma/home/durham/dc-moor2/data/v4/gama_gold_ddp_n8.fits'" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# TODO: clean up root below in LF cells\n", + "root = '{}/data/GAMA4/'.format(os.environ['HOME'])\n", + "#fpath = root + 'gama_gold_ddp_n8.fits'\n", + "fpath = findfile(ftype='ddp_n8', version=version, dryrun=dryrun, survey=survey)\n", + "fpath" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "9658b14a", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:11:26.717120Z", + "iopub.status.busy": "2022-03-01T13:11:26.716641Z", + "iopub.status.idle": "2022-03-01T13:11:26.719677Z", + "shell.execute_reply": "2022-03-01T13:11:26.719212Z" + }, + "papermill": { + "duration": 0.024197, + "end_time": "2022-03-01T13:11:26.719785", + "exception": false, + "start_time": "2022-03-01T13:11:26.695588", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "#! ls /global/cscratch1/sd/mjwilson/norberg/GAMA4/" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "2178d555", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:11:26.756039Z", + "iopub.status.busy": "2022-03-01T13:11:26.755612Z", + "iopub.status.idle": "2022-03-01T13:11:26.765535Z", + "shell.execute_reply": "2022-03-01T13:11:26.765855Z" + }, + "papermill": { + "duration": 0.030549, + "end_time": "2022-03-01T13:11:26.765960", + "exception": false, + "start_time": "2022-03-01T13:11:26.735411", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "#ddps = fits.open(root + '/global/cscratch1/sd/mjwilson/norberg/GAMA4/gama_gold_ddp_n8.fits')\n", + "#ddps = fits.open(root+'gama_gold_ddp_n8.fits')\n", + "\n", + "ddps = fits.open(fpath)\n", + "ddps = ddps[1].header\n", + "#ddps" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "511b6569", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:11:26.797937Z", + "iopub.status.busy": "2022-03-01T13:11:26.797542Z", + "iopub.status.idle": "2022-03-01T13:11:26.800705Z", + "shell.execute_reply": "2022-03-01T13:11:26.800367Z" + }, + "papermill": { + "duration": 0.020874, + "end_time": "2022-03-01T13:11:26.800808", + "exception": false, + "start_time": "2022-03-01T13:11:26.779934", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "#! ls /global/cscratch1/sd/mjwilson/desi/BGS/Sam" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "d7cdbccd", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:11:26.833163Z", + "iopub.status.busy": "2022-03-01T13:11:26.832776Z", + "iopub.status.idle": "2022-03-01T13:11:26.835568Z", + "shell.execute_reply": "2022-03-01T13:11:26.835909Z" + }, + "papermill": { + "duration": 0.021837, + "end_time": "2022-03-01T13:11:26.836005", + "exception": false, + "start_time": "2022-03-01T13:11:26.814168", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "field = 'G12'" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "983d1b1e", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:11:26.868713Z", + "iopub.status.busy": "2022-03-01T13:11:26.868324Z", + "iopub.status.idle": "2022-03-01T13:11:35.103560Z", + "shell.execute_reply": "2022-03-01T13:11:35.102509Z" + }, + "papermill": { + "duration": 8.2541, + "end_time": "2022-03-01T13:11:35.103839", + "exception": false, + "start_time": "2022-03-01T13:11:26.849739", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, version=version, dryrun=dryrun, survey=survey)\n", + "randoms = Table.read(fpath)\n", + "#randoms = Table.read('{}/data/GAMA4/randoms/randoms_bd_ddp_n8_{}_0.fits'.format(os.environ['HOME'], field))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "d7b43500", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:11:35.175901Z", + "iopub.status.busy": "2022-03-01T13:11:35.175168Z", + "iopub.status.idle": "2022-03-01T13:12:01.905298Z", + "shell.execute_reply": "2022-03-01T13:12:01.906242Z" + }, + "papermill": { + "duration": 26.76771, + "end_time": "2022-03-01T13:12:01.906571", + "exception": false, + "start_time": "2022-03-01T13:11:35.138861", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "randoms_slice = randoms[np.abs(randoms['CARTESIAN_Z']) < 5.]\n", + "\n", + "for idx in np.arange(1, 4, 1):\n", + " plt.scatter(randoms_slice['CARTESIAN_X'],\\\n", + " randoms_slice['CARTESIAN_Y'],\\\n", + " c=randoms_slice['DDP{}_DELTA8'.format(idx)],\\\n", + " marker='.',\\\n", + " lw=0.0,\\\n", + " s=1,\\\n", + " vmin=-1.,\\\n", + " vmax=10.,\\\n", + " cmap='plasma')\n", + "\n", + " pl.xlabel('x [Mpc/h]')\n", + " pl.ylabel('y [Mpc/h]')\n", + " \n", + " plt.title('DDP{}'.format(idx))\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "b3961485", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:12:02.011289Z", + "iopub.status.busy": "2022-03-01T13:12:02.000019Z", + "iopub.status.idle": "2022-03-01T13:12:03.345090Z", + "shell.execute_reply": "2022-03-01T13:12:03.346020Z" + }, + "papermill": { + "duration": 1.392972, + "end_time": "2022-03-01T13:12:03.346345", + "exception": false, + "start_time": "2022-03-01T13:12:01.953373", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'G12 GAMA Field')" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", + "\n", + "# TO DO: take from header\n", + "for i in np.arange(0, 9, 1):\n", + " ddp = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}.fits'.format(field, i))\n", + " vmax = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_vmax.fits'.format(field, i), 'VMAX')\n", + " lf = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'LUMFN')\n", + " ref = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'REFERENCE')\n", + " \n", + " lf = lf[lf['N'] > 0]\n", + "\n", + " lims = np.array(list(ddp.meta['D8{}LIMS'.format(i)][1:-1].split(','))).astype(np.float32)\n", + "\n", + " label = r'${:+.2f} \\leq \\delta_8 < {:+.2f}$'.format(lims[0], lims[1])\n", + "\n", + " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=label, alpha=0.5, c=colors[i])\n", + " pl.plot(lf['MEDIAN_M'], np.log10(lf['PHI_IVMAX']), label='', marker='.', lw=0.0, c=colors[i], markersize=4)\n", + "\n", + "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$')\n", + "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", + "\n", + "pl.xlim(-16., -23.0)\n", + "pl.ylim(-5, -0.5)\n", + "\n", + "pl.legend(frameon=False, loc=3, ncol=2, fontsize=10)\n", + "pl.title('{} GAMA Field'.format(field))" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "53b830e4", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:12:03.457810Z", + "iopub.status.busy": "2022-03-01T13:12:03.457135Z", + "iopub.status.idle": "2022-03-01T13:12:04.934442Z", + "shell.execute_reply": "2022-03-01T13:12:04.935291Z" + }, + "papermill": { + "duration": 1.533969, + "end_time": "2022-03-01T13:12:04.935575", + "exception": false, + "start_time": "2022-03-01T13:12:03.401606", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'All GAMA Fields')" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", + "\n", + "for field in ['G9', 'G12', 'G15']:\n", + " for i in np.arange(0, 4, 1):\n", + " ddp = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}.fits'.format(field, i))\n", + " vmax = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_vmax.fits'.format(field, i), 'VMAX')\n", + " lf = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'LUMFN')\n", + " ref = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'REFERENCE')\n", + "\n", + " lf = lf[lf['N'] > 0]\n", + "\n", + " if field == 'G15':\n", + " if i != 3:\n", + " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=r'${} \\leq \\delta_8 < {}$'.format(d8_limits[i][0], d8_limits[i][1]), alpha=0.5, c=colors[i])\n", + " else:\n", + " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=r'${} \\leq \\delta_8$'.format(d8_limits[i][0]), alpha=0.5, c=colors[i])\n", + "\n", + " else:\n", + " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), alpha=0.5, c=colors[i])\n", + "\n", + " pl.plot(lf['MEDIAN_M'], np.log10(lf['PHI_IVMAX']), label='', c=colors[i])\n", + "\n", + "pl.xlabel(r'$M_r^e - 5 \\log_{10}(h)$')\n", + "pl.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", + "\n", + "pl.xlim(-15., -23.0)\n", + "pl.ylim(-6, 0)\n", + "\n", + "#pl.legend(frameon=False, loc=1, ncol=2)\n", + "pl.legend()\n", + "pl.title('All GAMA Fields')" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "869b765e", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:12:05.097903Z", + "iopub.status.busy": "2022-03-01T13:12:05.092537Z", + "iopub.status.idle": "2022-03-01T13:12:05.229526Z", + "shell.execute_reply": "2022-03-01T13:12:05.230449Z" + }, + "papermill": { + "duration": 0.240695, + "end_time": "2022-03-01T13:12:05.230747", + "exception": false, + "start_time": "2022-03-01T13:12:04.990052", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([176., 235., 167., 198., 231., 164., 175., 210., 228., 226., 229.,\n", + " 174., 206., 196., 254., 257., 232., 161., 168., 188.]),\n", + " array([0. , 0.05, 0.1 , 0.15, 0.2 , 0.25, 0.3 , 0.35, 0.4 , 0.45, 0.5 ,\n", + " 0.55, 0.6 , 0.65, 0.7 , 0.75, 0.8 , 0.85, 0.9 , 0.95, 1. ]),\n", + " [])" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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('DDP2_ZMAX', '0.1937000006437302'),\n", + " ('DDP2_VZ', '3156659.558717707'),\n", + " ('DDP2ZLIMS_NGAL', '73942'),\n", + " ('DDP2_NGAL', '33396'),\n", + " ('DDP2_DENS', '0.01057953807776663'),\n", + " ('DDP3_ZMIN', '0.03903000056743622'),\n", + " ('DDP3_ZMAX', '0.1015800014138222'),\n", + " ('DDP3_VZ', '457819.2340050841'),\n", + " ('DDP3ZLIMS_NGAL', '18121'),\n", + " ('DDP3_NGAL', '8842'),\n", + " ('DDP3_DENS', '0.01931329953669401'),\n", + " ('TMR_DDP1', '[-21.8, -20.1]'),\n", + " ('TMR_DDP2', '[-20.6, -19.3]'),\n", + " ('TMR_DDP3', '[-19.6, -17.8]'),\n", + " ('RPATH_0',\n", + " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G9_0.fits'),\n", + " ('RPATH_1',\n", + " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G12_0.fits'),\n", + " ('RPATH_2',\n", + " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G15_0.fits'),\n", + " ('VOL8', '2144.660584850632'),\n", + " ('D80LIMS', '[-1.0, -0.75]'),\n", + " ('D81LIMS', '[-0.75, -0.55]'),\n", + " ('D82LIMS', '[-0.55, -0.4]'),\n", + " ('D83LIMS', '[-0.4, 0.0]'),\n", + " ('D84LIMS', '[0.0, 0.7]'),\n", + " ('D85LIMS', '[0.7, 1.6]'),\n", + " ('D86LIMS', '[1.6, 2.9]'),\n", + " ('D87LIMS', '[2.9, 4.0]'),\n", + " ('D88LIMS', '[4.0, 10000.0]'),\n", + " ('DDP1_D0_NGAL', '3741'),\n", + " ('DDP1_D1_NGAL', '3956'),\n", + " ('DDP1_D2_NGAL', '4013'),\n", + " ('FORCE_ZMIN', '0.03909000009298325'),\n", + " ('FORCE_ZMAX', '0.2629599869251251'),\n", + " ('VOLUME', '2530750.347044507'),\n", + " ('MS',\n", + " '[-25.5, -25.3, -25.1, -24.900000000000002, -24.700000000000003, -24.500000000000004, -24.300000000000004, -24.100000000000005, -23.900000000000006, -23.700000000000006, -23.500000000000007, -23.300000000000008, -23.10000000000001, -22.90000000000001, -22.70000000000001, -22.50000000000001, -22.30000000000001, -22.100000000000012, -21.900000000000013, -21.700000000000014, -21.500000000000014, -21.300000000000015, -21.100000000000016, -20.900000000000016, -20.700000000000017, -20.500000000000018, -20.30000000000002, -20.10000000000002, -19.90000000000002, -19.70000000000002, -19.50000000000002, -19.300000000000022, -19.100000000000023, -18.900000000000023, -18.700000000000024, -18.500000000000025, -18.300000000000026, -18.100000000000026, -17.900000000000027, -17.700000000000028, -17.50000000000003, -17.30000000000003, -17.10000000000003, -16.90000000000003, -16.70000000000003, -16.500000000000032, -16.300000000000033, -16.100000000000033, -15.900000000000034, -15.700000000000035]'),\n", + " ('ABSMAG_DEF', 'MCOLOR_0P0'),\n", + " ('COMMENTS',\n", + " \"['Science targets and information for tiling and spectroscopic', 'observation.']\"),\n", + " ('CHECKSUM', 'n52hp20en20en20e'),\n", + " ('DATASUM', '2160089238'),\n", + " ('comments',\n", + " ['Science targets and information for tiling and spectroscopic',\n", + " 'observation.'])])" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lf.meta" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "76503514", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:12:05.432059Z", + "iopub.status.busy": "2022-03-01T13:12:05.431614Z", + "iopub.status.idle": "2022-03-01T13:12:05.435474Z", + "shell.execute_reply": "2022-03-01T13:12:05.435831Z" + }, + "papermill": { + "duration": 0.042767, + "end_time": "2022-03-01T13:12:05.435944", + "exception": false, + "start_time": "2022-03-01T13:12:05.393177", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "\"\\ncolnames = ['M_R','LOGPHI']\\nTMR_d0 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d0', format='csv', names=colnames)\\nTMR_d1 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d1', format='csv', names=colnames)\\nTMR_d2 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d2', format='csv', names=colnames)\\nTMR_d3 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d3', format='csv', names=colnames)\\n\\nplt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x')\\nplt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x')\\nplt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x')\\nplt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x')\\n\"" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# fix to add column names\n", + "\n", + "'''\n", + "colnames = ['M_R','LOGPHI']\n", + "TMR_d0 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d0', format='csv', names=colnames)\n", + "TMR_d1 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d1', format='csv', names=colnames)\n", + "TMR_d2 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d2', format='csv', names=colnames)\n", + "TMR_d3 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d3', format='csv', names=colnames)\n", + "\n", + "plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x')\n", + "plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x')\n", + "plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x')\n", + "plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x')\n", + "'''" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1094c391", + "metadata": { + "papermill": { + "duration": 0.049491, + "end_time": "2022-03-01T13:12:05.513473", + "exception": false, + "start_time": "2022-03-01T13:12:05.463982", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "657ee6c7", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:12:05.634173Z", + "iopub.status.busy": "2022-03-01T13:12:05.633460Z", + "iopub.status.idle": "2022-03-01T13:12:05.638291Z", + "shell.execute_reply": "2022-03-01T13:12:05.637754Z" + }, + "papermill": { + "duration": 0.063482, + "end_time": "2022-03-01T13:12:05.638440", + "exception": false, + "start_time": "2022-03-01T13:12:05.574958", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "\"\\nfor idx in range(4):\\n LF_G9 = Table.read(root + '{}_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n LF_G12 = Table.read(root + '{}_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n LF_G15 = Table.read(root + '{}_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n\\n LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n \\n x =np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']), np.array(LF_G12['PHI_IVMAX']), np.array(LF_G15['PHI_IVMAX'])]\\n x_ref=np.c_[LF_G9_ref['MS'], np.array(LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\\n\\n LF_mean = np.mean(x[:,1:], axis=1)\\n LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\\n\\n LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\\n LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\\n \\n pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\\n pl.plot(LF_G9_ref['MS'], np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\\n #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx), color=colour[idx])\\n \\n#plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x', color='blue')\\n#plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x', color='orange')\\n#plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x', color='green')\\n#plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x', color='black')\\n\\nplt.xlabel(r'$M_r^e - 5 \\\\log_{10}(h)$', fontsize=14)\\nplt.ylabel(r'$\\\\log_{10} \\\\left[ \\x0crac{\\\\phi_\\\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\\nplt.title(r'{} DDP LFs (All Fields)'.format(survey))\\n\\npl.ylim(-5.5, -.5)\\npl.xlim(-22.5, -15.5)\\npl.gca().invert_xaxis()\\npl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\\n\\n#pl.legend(frameon=True, loc=2)\\npl.legend()\\npl.show()\\n\"" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "Ms = np.arange(-25.5, -15.5 , 0.1)\n", + "bin_centres = (Ms[1:]+Ms[:-1])/2\n", + "colour = ['blue', 'red', 'green', 'black']\n", + "'''\n", + "for idx in range(4):\n", + " LF_G9 = Table.read(root + '{}_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", + " LF_G12 = Table.read(root + '{}_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", + " LF_G15 = Table.read(root + '{}_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", + "\n", + " LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", + " LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", + " LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", + " \n", + " x =np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']), np.array(LF_G12['PHI_IVMAX']), np.array(LF_G15['PHI_IVMAX'])]\n", + " x_ref=np.c_[LF_G9_ref['MS'], np.array(LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\n", + "\n", + " LF_mean = np.mean(x[:,1:], axis=1)\n", + " LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\n", + "\n", + " LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\n", + " LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\n", + " \n", + " pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", + " pl.plot(LF_G9_ref['MS'], np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\n", + " #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx), color=colour[idx])\n", + " \n", + "#plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x', color='blue')\n", + "#plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x', color='orange')\n", + "#plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x', color='green')\n", + "#plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x', color='black')\n", + "\n", + "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$', fontsize=14)\n", + "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", + "plt.title(r'{} DDP LFs (All Fields)'.format(survey))\n", + "\n", + "pl.ylim(-5.5, -.5)\n", + "pl.xlim(-22.5, -15.5)\n", + "pl.gca().invert_xaxis()\n", + "pl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\n", + "\n", + "#pl.legend(frameon=True, loc=2)\n", + "pl.legend()\n", + "pl.show()\n", + "'''" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "a0e5035d", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:12:05.746449Z", + "iopub.status.busy": "2022-03-01T13:12:05.745453Z", + "iopub.status.idle": "2022-03-01T13:12:06.330326Z", + "shell.execute_reply": "2022-03-01T13:12:06.331252Z" + }, + "papermill": { + "duration": 0.648911, + "end_time": "2022-03-01T13:12:06.331533", + "exception": false, + "start_time": "2022-03-01T13:12:05.682622", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", + "/tmp/ipykernel_160293/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", + " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", + "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_160293/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", + " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", + "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", + "/tmp/ipykernel_160293/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", + " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", + "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", + "/tmp/ipykernel_160293/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", + " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "for idx in range(4):\n", + " LF_G9 = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", + " LF_G12 = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", + " LF_G15 = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", + "\n", + " LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", + " LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", + " LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", + " \n", + " LF_G9_curve = interp1d(LF_G9['MEDIAN_M'], LF_G9['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", + " LF_G12_curve = interp1d(LF_G12['MEDIAN_M'], LF_G12['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", + " LF_G15_curve = interp1d(LF_G15['MEDIAN_M'], LF_G15['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", + "\n", + " \n", + " x=np.c_[LF_G9_ref['MS'], np.array(LF_G9_curve(LF_G9_ref['MS'])/LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_curve(LF_G12_ref['MS'])/LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_curve(LF_G15_ref['MS'])/LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\n", + "\n", + " #x_ref=np.c_[bin_centres, np.array(LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", + " #x=np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']/LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['PHI_IVMAX']/LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['PHI_IVMAX']/LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", + "\n", + " LF_mean = np.mean(x[:,1:], axis=1)\n", + " LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\n", + "\n", + " #LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\n", + " #LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\n", + " \n", + " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", + " #pl.plot(bin_centres, np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\n", + " #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx))\n", + " \n", + " #pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), gama_lf['PHI_N_ERROR'] / gama_lf['PHI_N'] / np.log(10.), label='NOWEIGHT', alpha=0.4)\n", + " #pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), gama_lf['PHI_IVMAX_ERROR'] / gama_lf['PHI_IVMAX'] / np.log(10.), label='IVMAX')\n", + " \n", + "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$', fontsize=14)\n", + "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{\\phi_{ref}(M)} \\right]$', fontsize=14)\n", + "plt.title(r'{} DDP LF Ratios (All Fields)'.format(survey))\n", + "\n", + "#pl.ylim(-4.25, -.75)\n", + "pl.xlim(-22.5, -15.5)\n", + "pl.ylim(-0.68, 0.68)\n", + "pl.gca().invert_xaxis()\n", + "\n", + "pl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\n", + "pl.gca().yaxis.set_major_locator(plt.MultipleLocator(0.2))\n", + "\n", + "pl.legend(frameon=True, loc=2)\n", + "pl.show()" + ] + }, + { + "cell_type": "markdown", + "id": "305c054c", + "metadata": { + "papermill": { + "duration": 0.066637, + "end_time": "2022-03-01T13:12:06.462666", + "exception": false, + "start_time": "2022-03-01T13:12:06.396029", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "# Done." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4e203822", + "metadata": { + "papermill": { + "duration": 0.065302, + "end_time": "2022-03-01T13:12:06.593768", + "exception": false, + "start_time": "2022-03-01T13:12:06.528466", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Lumfn", + "language": "python", + "name": "lumfn" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.9" + }, + "papermill": { + "default_parameters": {}, + "duration": 43.819642, + "end_time": "2022-03-01T13:12:07.367386", + "environment_variables": {}, + "exception": null, + "input_path": "docs/nb/d8LF_qa.ipynb", + "output_path": "test/pm_delta8_qa_G15.ipynb", + "parameters": { + "field": "G15", + "survey": "gama" + }, + "start_time": "2022-03-01T13:11:23.547744", + "version": "2.3.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} \ No newline at end of file diff --git a/tests/pm_delta8_qa_G9.ipynb b/tests/pm_delta8_qa_G9.ipynb new file mode 100644 index 00000000..6c09bfb7 --- /dev/null +++ b/tests/pm_delta8_qa_G9.ipynb @@ -0,0 +1,1169 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "19bd43f6", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:01.668630Z", + "iopub.status.busy": "2022-03-01T13:10:01.667909Z", + "iopub.status.idle": "2022-03-01T13:10:01.672397Z", + "shell.execute_reply": "2022-03-01T13:10:01.671595Z" + }, + "papermill": { + "duration": 0.046035, + "end_time": "2022-03-01T13:10:01.672567", + "exception": false, + "start_time": "2022-03-01T13:10:01.626532", + "status": "completed" + }, + "tags": [ + "injected-parameters" + ] + }, + "outputs": [], + "source": [ + "# Parameters\n", + "field = \"G9\"\n", + "survey = \"gama\"\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "72888a06", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:01.718952Z", + "iopub.status.busy": "2022-03-01T13:10:01.718365Z", + "iopub.status.idle": "2022-03-01T13:10:03.107317Z", + "shell.execute_reply": "2022-03-01T13:10:03.106530Z" + }, + "papermill": { + "duration": 1.413279, + "end_time": "2022-03-01T13:10:03.107485", + "exception": false, + "start_time": "2022-03-01T13:10:01.694206", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import os\n", + "import sys\n", + "import fitsio\n", + "import numpy as np\n", + "import pylab as pl\n", + "import matplotlib.pyplot as plt\n", + "import astropy.io.fits as fits\n", + "from astropy.table import Table\n", + "from scipy.interpolate import interp1d" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "05b04269", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:03.155176Z", + "iopub.status.busy": "2022-03-01T13:10:03.154603Z", + "iopub.status.idle": "2022-03-01T13:10:03.157796Z", + "shell.execute_reply": "2022-03-01T13:10:03.157307Z" + }, + "papermill": { + "duration": 0.029466, + "end_time": "2022-03-01T13:10:03.157920", + "exception": false, + "start_time": "2022-03-01T13:10:03.128454", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "sys.path.append('{}/DESI'.format(os.environ['HOME']))" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "4a8628c6", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:03.199555Z", + "iopub.status.busy": "2022-03-01T13:10:03.198524Z", + "iopub.status.idle": "2022-03-01T13:10:03.266237Z", + "shell.execute_reply": "2022-03-01T13:10:03.265375Z" + }, + "papermill": { + "duration": 0.090835, + "end_time": "2022-03-01T13:10:03.266464", + "exception": false, + "start_time": "2022-03-01T13:10:03.175629", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import pubplot\n", + "\n", + "from schechter import schechter, named_schechter\n", + "from gama_limits import gama_field\n", + "from delta8_limits import d8_limits, delta8_tier\n", + "from findfile import findfile" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "6635c158", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:03.328027Z", + "iopub.status.busy": "2022-03-01T13:10:03.327276Z", + "iopub.status.idle": "2022-03-01T13:10:03.330407Z", + "shell.execute_reply": "2022-03-01T13:10:03.331008Z" + }, + "papermill": { + "duration": 0.034842, + "end_time": "2022-03-01T13:10:03.331189", + "exception": false, + "start_time": "2022-03-01T13:10:03.296347", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "version = 'latest'\n", + "survey = 'gama'\n", + "dryrun = False" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "2d04ca99", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:03.380289Z", + "iopub.status.busy": "2022-03-01T13:10:03.379695Z", + "iopub.status.idle": "2022-03-01T13:10:03.389901Z", + "shell.execute_reply": "2022-03-01T13:10:03.389333Z" + }, + "papermill": { + "duration": 0.035891, + "end_time": "2022-03-01T13:10:03.390019", + "exception": false, + "start_time": "2022-03-01T13:10:03.354128", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "'/cosma/home/durham/dc-moor2/data/v4/gama_gold_ddp_n8.fits'" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# TODO: clean up root below in LF cells\n", + "root = '{}/data/GAMA4/'.format(os.environ['HOME'])\n", + "#fpath = root + 'gama_gold_ddp_n8.fits'\n", + "fpath = findfile(ftype='ddp_n8', version=version, dryrun=dryrun, survey=survey)\n", + "fpath" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "9658b14a", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:03.429665Z", + "iopub.status.busy": "2022-03-01T13:10:03.429165Z", + "iopub.status.idle": "2022-03-01T13:10:03.433114Z", + "shell.execute_reply": "2022-03-01T13:10:03.432074Z" + }, + "papermill": { + "duration": 0.024633, + "end_time": "2022-03-01T13:10:03.433344", + "exception": false, + "start_time": "2022-03-01T13:10:03.408711", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "#! ls /global/cscratch1/sd/mjwilson/norberg/GAMA4/" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "2178d555", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:03.499961Z", + "iopub.status.busy": "2022-03-01T13:10:03.499049Z", + "iopub.status.idle": "2022-03-01T13:10:03.512224Z", + "shell.execute_reply": "2022-03-01T13:10:03.512774Z" + }, + "papermill": { + "duration": 0.046776, + "end_time": "2022-03-01T13:10:03.512951", + "exception": false, + "start_time": "2022-03-01T13:10:03.466175", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "#ddps = fits.open(root + '/global/cscratch1/sd/mjwilson/norberg/GAMA4/gama_gold_ddp_n8.fits')\n", + "#ddps = fits.open(root+'gama_gold_ddp_n8.fits')\n", + "\n", + "ddps = fits.open(fpath)\n", + "ddps = ddps[1].header\n", + "#ddps" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "511b6569", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:03.561601Z", + "iopub.status.busy": "2022-03-01T13:10:03.561013Z", + "iopub.status.idle": "2022-03-01T13:10:03.565002Z", + "shell.execute_reply": "2022-03-01T13:10:03.564397Z" + }, + "papermill": { + "duration": 0.029316, + "end_time": "2022-03-01T13:10:03.565126", + "exception": false, + "start_time": "2022-03-01T13:10:03.535810", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "#! ls /global/cscratch1/sd/mjwilson/desi/BGS/Sam" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "d7cdbccd", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:03.604110Z", + "iopub.status.busy": "2022-03-01T13:10:03.603630Z", + "iopub.status.idle": "2022-03-01T13:10:03.605982Z", + "shell.execute_reply": "2022-03-01T13:10:03.606381Z" + }, + "papermill": { + "duration": 0.023324, + "end_time": "2022-03-01T13:10:03.606502", + "exception": false, + "start_time": "2022-03-01T13:10:03.583178", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "field = 'G12'" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "983d1b1e", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:03.643005Z", + "iopub.status.busy": "2022-03-01T13:10:03.642559Z", + "iopub.status.idle": "2022-03-01T13:10:11.222246Z", + "shell.execute_reply": "2022-03-01T13:10:11.221186Z" + }, + "papermill": { + "duration": 7.599883, + "end_time": "2022-03-01T13:10:11.222501", + "exception": false, + "start_time": "2022-03-01T13:10:03.622618", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, version=version, dryrun=dryrun, survey=survey)\n", + "randoms = Table.read(fpath)\n", + "#randoms = Table.read('{}/data/GAMA4/randoms/randoms_bd_ddp_n8_{}_0.fits'.format(os.environ['HOME'], field))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "d7b43500", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:11.299430Z", + "iopub.status.busy": "2022-03-01T13:10:11.298574Z", + "iopub.status.idle": "2022-03-01T13:10:36.269367Z", + "shell.execute_reply": "2022-03-01T13:10:36.270286Z" + }, + "papermill": { + "duration": 25.013611, + "end_time": "2022-03-01T13:10:36.270581", + "exception": false, + "start_time": "2022-03-01T13:10:11.256970", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "randoms_slice = randoms[np.abs(randoms['CARTESIAN_Z']) < 5.]\n", + "\n", + "for idx in np.arange(1, 4, 1):\n", + " plt.scatter(randoms_slice['CARTESIAN_X'],\\\n", + " randoms_slice['CARTESIAN_Y'],\\\n", + " c=randoms_slice['DDP{}_DELTA8'.format(idx)],\\\n", + " marker='.',\\\n", + " lw=0.0,\\\n", + " s=1,\\\n", + " vmin=-1.,\\\n", + " vmax=10.,\\\n", + " cmap='plasma')\n", + "\n", + " pl.xlabel('x [Mpc/h]')\n", + " pl.ylabel('y [Mpc/h]')\n", + " \n", + " plt.title('DDP{}'.format(idx))\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "b3961485", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:36.372068Z", + "iopub.status.busy": "2022-03-01T13:10:36.364458Z", + "iopub.status.idle": "2022-03-01T13:10:37.707476Z", + "shell.execute_reply": "2022-03-01T13:10:37.708401Z" + }, + "papermill": { + "duration": 1.391303, + "end_time": "2022-03-01T13:10:37.708706", + "exception": false, + "start_time": "2022-03-01T13:10:36.317403", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'G12 GAMA Field')" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+ "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", + "\n", + "# TO DO: take from header\n", + "for i in np.arange(0, 9, 1):\n", + " ddp = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}.fits'.format(field, i))\n", + " vmax = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_vmax.fits'.format(field, i), 'VMAX')\n", + " lf = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'LUMFN')\n", + " ref = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'REFERENCE')\n", + " \n", + " lf = lf[lf['N'] > 0]\n", + "\n", + " lims = np.array(list(ddp.meta['D8{}LIMS'.format(i)][1:-1].split(','))).astype(np.float32)\n", + "\n", + " label = r'${:+.2f} \\leq \\delta_8 < {:+.2f}$'.format(lims[0], lims[1])\n", + "\n", + " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=label, alpha=0.5, c=colors[i])\n", + " pl.plot(lf['MEDIAN_M'], np.log10(lf['PHI_IVMAX']), label='', marker='.', lw=0.0, c=colors[i], markersize=4)\n", + "\n", + "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$')\n", + "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", + "\n", + "pl.xlim(-16., -23.0)\n", + "pl.ylim(-5, -0.5)\n", + "\n", + "pl.legend(frameon=False, loc=3, ncol=2, fontsize=10)\n", + "pl.title('{} GAMA Field'.format(field))" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "53b830e4", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:37.827836Z", + "iopub.status.busy": "2022-03-01T13:10:37.827038Z", + "iopub.status.idle": "2022-03-01T13:10:39.159792Z", + "shell.execute_reply": "2022-03-01T13:10:39.160709Z" + }, + "papermill": { + "duration": 1.400132, + "end_time": "2022-03-01T13:10:39.161013", + "exception": false, + "start_time": "2022-03-01T13:10:37.760881", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + }, + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'All GAMA Fields')" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", + "\n", + "for field in ['G9', 'G12', 'G15']:\n", + " for i in np.arange(0, 4, 1):\n", + " ddp = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}.fits'.format(field, i))\n", + " vmax = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_vmax.fits'.format(field, i), 'VMAX')\n", + " lf = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'LUMFN')\n", + " ref = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'REFERENCE')\n", + "\n", + " lf = lf[lf['N'] > 0]\n", + "\n", + " if field == 'G15':\n", + " if i != 3:\n", + " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=r'${} \\leq \\delta_8 < {}$'.format(d8_limits[i][0], d8_limits[i][1]), alpha=0.5, c=colors[i])\n", + " else:\n", + " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=r'${} \\leq \\delta_8$'.format(d8_limits[i][0]), alpha=0.5, c=colors[i])\n", + "\n", + " else:\n", + " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), alpha=0.5, c=colors[i])\n", + "\n", + " pl.plot(lf['MEDIAN_M'], np.log10(lf['PHI_IVMAX']), label='', c=colors[i])\n", + "\n", + "pl.xlabel(r'$M_r^e - 5 \\log_{10}(h)$')\n", + "pl.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", + "\n", + "pl.xlim(-15., -23.0)\n", + "pl.ylim(-6, 0)\n", + "\n", + "#pl.legend(frameon=False, loc=1, ncol=2)\n", + "pl.legend()\n", + "pl.title('All GAMA Fields')" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "869b765e", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:39.324539Z", + "iopub.status.busy": "2022-03-01T13:10:39.323305Z", + "iopub.status.idle": "2022-03-01T13:10:39.448050Z", + "shell.execute_reply": "2022-03-01T13:10:39.448885Z" + }, + "papermill": { + "duration": 0.229839, + "end_time": "2022-03-01T13:10:39.449145", + "exception": false, + "start_time": "2022-03-01T13:10:39.219306", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(array([176., 235., 167., 198., 231., 164., 175., 210., 228., 226., 229.,\n", + " 174., 206., 196., 254., 257., 232., 161., 168., 188.]),\n", + " array([0. , 0.05, 0.1 , 0.15, 0.2 , 0.25, 0.3 , 0.35, 0.4 , 0.45, 0.5 ,\n", + " 0.55, 0.6 , 0.65, 0.7 , 0.75, 0.8 , 0.85, 0.9 , 0.95, 1. ]),\n", + " [])" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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('DDP2_ZMAX', '0.1937000006437302'),\n", + " ('DDP2_VZ', '3156659.558717707'),\n", + " ('DDP2ZLIMS_NGAL', '73942'),\n", + " ('DDP2_NGAL', '33396'),\n", + " ('DDP2_DENS', '0.01057953807776663'),\n", + " ('DDP3_ZMIN', '0.03903000056743622'),\n", + " ('DDP3_ZMAX', '0.1015800014138222'),\n", + " ('DDP3_VZ', '457819.2340050841'),\n", + " ('DDP3ZLIMS_NGAL', '18121'),\n", + " ('DDP3_NGAL', '8842'),\n", + " ('DDP3_DENS', '0.01931329953669401'),\n", + " ('TMR_DDP1', '[-21.8, -20.1]'),\n", + " ('TMR_DDP2', '[-20.6, -19.3]'),\n", + " ('TMR_DDP3', '[-19.6, -17.8]'),\n", + " ('RPATH_0',\n", + " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G9_0.fits'),\n", + " ('RPATH_1',\n", + " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G12_0.fits'),\n", + " ('RPATH_2',\n", + " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G15_0.fits'),\n", + " ('VOL8', '2144.660584850632'),\n", + " ('D80LIMS', '[-1.0, -0.75]'),\n", + " ('D81LIMS', '[-0.75, -0.55]'),\n", + " ('D82LIMS', '[-0.55, -0.4]'),\n", + " ('D83LIMS', '[-0.4, 0.0]'),\n", + " ('D84LIMS', '[0.0, 0.7]'),\n", + " ('D85LIMS', '[0.7, 1.6]'),\n", + " ('D86LIMS', '[1.6, 2.9]'),\n", + " ('D87LIMS', '[2.9, 4.0]'),\n", + " ('D88LIMS', '[4.0, 10000.0]'),\n", + " ('DDP1_D0_NGAL', '3741'),\n", + " ('DDP1_D1_NGAL', '3956'),\n", + " ('DDP1_D2_NGAL', '4013'),\n", + " ('FORCE_ZMIN', '0.03909000009298325'),\n", + " ('FORCE_ZMAX', '0.2629599869251251'),\n", + " ('VOLUME', '2530750.347044507'),\n", + " ('MS',\n", + " '[-25.5, -25.3, -25.1, -24.900000000000002, -24.700000000000003, -24.500000000000004, -24.300000000000004, -24.100000000000005, -23.900000000000006, -23.700000000000006, -23.500000000000007, -23.300000000000008, -23.10000000000001, -22.90000000000001, -22.70000000000001, -22.50000000000001, -22.30000000000001, -22.100000000000012, -21.900000000000013, -21.700000000000014, -21.500000000000014, -21.300000000000015, -21.100000000000016, -20.900000000000016, -20.700000000000017, -20.500000000000018, -20.30000000000002, -20.10000000000002, -19.90000000000002, -19.70000000000002, -19.50000000000002, -19.300000000000022, -19.100000000000023, -18.900000000000023, -18.700000000000024, -18.500000000000025, -18.300000000000026, -18.100000000000026, -17.900000000000027, -17.700000000000028, -17.50000000000003, -17.30000000000003, -17.10000000000003, -16.90000000000003, -16.70000000000003, -16.500000000000032, -16.300000000000033, -16.100000000000033, -15.900000000000034, -15.700000000000035]'),\n", + " ('ABSMAG_DEF', 'MCOLOR_0P0'),\n", + " ('COMMENTS',\n", + " \"['Science targets and information for tiling and spectroscopic', 'observation.']\"),\n", + " ('CHECKSUM', 'n52hp20en20en20e'),\n", + " ('DATASUM', '2160089238'),\n", + " ('comments',\n", + " ['Science targets and information for tiling and spectroscopic',\n", + " 'observation.'])])" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "lf.meta" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "76503514", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:39.666668Z", + "iopub.status.busy": "2022-03-01T13:10:39.665497Z", + "iopub.status.idle": "2022-03-01T13:10:39.669884Z", + "shell.execute_reply": "2022-03-01T13:10:39.670736Z" + }, + "papermill": { + "duration": 0.057488, + "end_time": "2022-03-01T13:10:39.671076", + "exception": false, + "start_time": "2022-03-01T13:10:39.613588", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "\"\\ncolnames = ['M_R','LOGPHI']\\nTMR_d0 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d0', format='csv', names=colnames)\\nTMR_d1 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d1', format='csv', names=colnames)\\nTMR_d2 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d2', format='csv', names=colnames)\\nTMR_d3 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d3', format='csv', names=colnames)\\n\\nplt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x')\\nplt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x')\\nplt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x')\\nplt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x')\\n\"" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# fix to add column names\n", + "\n", + "'''\n", + "colnames = ['M_R','LOGPHI']\n", + "TMR_d0 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d0', format='csv', names=colnames)\n", + "TMR_d1 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d1', format='csv', names=colnames)\n", + "TMR_d2 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d2', format='csv', names=colnames)\n", + "TMR_d3 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d3', format='csv', names=colnames)\n", + "\n", + "plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x')\n", + "plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x')\n", + "plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x')\n", + "plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x')\n", + "'''" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1094c391", + "metadata": { + "papermill": { + "duration": 0.05577, + "end_time": "2022-03-01T13:10:39.783747", + "exception": false, + "start_time": "2022-03-01T13:10:39.727977", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "657ee6c7", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:39.907537Z", + "iopub.status.busy": "2022-03-01T13:10:39.906392Z", + "iopub.status.idle": "2022-03-01T13:10:39.910518Z", + "shell.execute_reply": "2022-03-01T13:10:39.911343Z" + }, + "papermill": { + "duration": 0.07056, + "end_time": "2022-03-01T13:10:39.911590", + "exception": false, + "start_time": "2022-03-01T13:10:39.841030", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "\"\\nfor idx in range(4):\\n LF_G9 = Table.read(root + '{}_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n LF_G12 = Table.read(root + '{}_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n LF_G15 = Table.read(root + '{}_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n\\n LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n \\n x =np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']), np.array(LF_G12['PHI_IVMAX']), np.array(LF_G15['PHI_IVMAX'])]\\n x_ref=np.c_[LF_G9_ref['MS'], np.array(LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\\n\\n LF_mean = np.mean(x[:,1:], axis=1)\\n LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\\n\\n LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\\n LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\\n \\n pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\\n pl.plot(LF_G9_ref['MS'], np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\\n #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx), color=colour[idx])\\n \\n#plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x', color='blue')\\n#plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x', color='orange')\\n#plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x', color='green')\\n#plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x', color='black')\\n\\nplt.xlabel(r'$M_r^e - 5 \\\\log_{10}(h)$', fontsize=14)\\nplt.ylabel(r'$\\\\log_{10} \\\\left[ \\x0crac{\\\\phi_\\\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\\nplt.title(r'{} DDP LFs (All Fields)'.format(survey))\\n\\npl.ylim(-5.5, -.5)\\npl.xlim(-22.5, -15.5)\\npl.gca().invert_xaxis()\\npl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\\n\\n#pl.legend(frameon=True, loc=2)\\npl.legend()\\npl.show()\\n\"" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "\n", + "Ms = np.arange(-25.5, -15.5 , 0.1)\n", + "bin_centres = (Ms[1:]+Ms[:-1])/2\n", + "colour = ['blue', 'red', 'green', 'black']\n", + "'''\n", + "for idx in range(4):\n", + " LF_G9 = Table.read(root + '{}_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", + " LF_G12 = Table.read(root + '{}_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", + " LF_G15 = Table.read(root + '{}_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", + "\n", + " LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", + " LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", + " LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", + " \n", + " x =np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']), np.array(LF_G12['PHI_IVMAX']), np.array(LF_G15['PHI_IVMAX'])]\n", + " x_ref=np.c_[LF_G9_ref['MS'], np.array(LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\n", + "\n", + " LF_mean = np.mean(x[:,1:], axis=1)\n", + " LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\n", + "\n", + " LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\n", + " LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\n", + " \n", + " pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", + " pl.plot(LF_G9_ref['MS'], np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\n", + " #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx), color=colour[idx])\n", + " \n", + "#plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x', color='blue')\n", + "#plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x', color='orange')\n", + "#plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x', color='green')\n", + "#plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x', color='black')\n", + "\n", + "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$', fontsize=14)\n", + "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", + "plt.title(r'{} DDP LFs (All Fields)'.format(survey))\n", + "\n", + "pl.ylim(-5.5, -.5)\n", + "pl.xlim(-22.5, -15.5)\n", + "pl.gca().invert_xaxis()\n", + "pl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\n", + "\n", + "#pl.legend(frameon=True, loc=2)\n", + "pl.legend()\n", + "pl.show()\n", + "'''" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "a0e5035d", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:10:40.053661Z", + "iopub.status.busy": "2022-03-01T13:10:40.052840Z", + "iopub.status.idle": "2022-03-01T13:10:42.757752Z", + "shell.execute_reply": "2022-03-01T13:10:42.758662Z" + }, + "papermill": { + "duration": 2.790032, + "end_time": "2022-03-01T13:10:42.758975", + "exception": false, + "start_time": "2022-03-01T13:10:39.968943", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", + "/tmp/ipykernel_158874/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", + " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", + "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_158874/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", + " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", + "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", + "/tmp/ipykernel_158874/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", + " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", + "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", + "/tmp/ipykernel_158874/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", + " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "for idx in range(4):\n", + " LF_G9 = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", + " LF_G12 = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", + " LF_G15 = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", + "\n", + " LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", + " LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", + " LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", + " \n", + " LF_G9_curve = interp1d(LF_G9['MEDIAN_M'], LF_G9['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", + " LF_G12_curve = interp1d(LF_G12['MEDIAN_M'], LF_G12['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", + " LF_G15_curve = interp1d(LF_G15['MEDIAN_M'], LF_G15['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", + "\n", + " \n", + " x=np.c_[LF_G9_ref['MS'], np.array(LF_G9_curve(LF_G9_ref['MS'])/LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_curve(LF_G12_ref['MS'])/LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_curve(LF_G15_ref['MS'])/LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\n", + "\n", + " #x_ref=np.c_[bin_centres, np.array(LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", + " #x=np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']/LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['PHI_IVMAX']/LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['PHI_IVMAX']/LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", + "\n", + " LF_mean = np.mean(x[:,1:], axis=1)\n", + " LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\n", + "\n", + " #LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\n", + " #LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\n", + " \n", + " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", + " #pl.plot(bin_centres, np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\n", + " #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx))\n", + " \n", + " #pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), gama_lf['PHI_N_ERROR'] / gama_lf['PHI_N'] / np.log(10.), label='NOWEIGHT', alpha=0.4)\n", + " #pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), gama_lf['PHI_IVMAX_ERROR'] / gama_lf['PHI_IVMAX'] / np.log(10.), label='IVMAX')\n", + " \n", + "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$', fontsize=14)\n", + "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{\\phi_{ref}(M)} \\right]$', fontsize=14)\n", + "plt.title(r'{} DDP LF Ratios (All Fields)'.format(survey))\n", + "\n", + "#pl.ylim(-4.25, -.75)\n", + "pl.xlim(-22.5, -15.5)\n", + "pl.ylim(-0.68, 0.68)\n", + "pl.gca().invert_xaxis()\n", + "\n", + "pl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\n", + "pl.gca().yaxis.set_major_locator(plt.MultipleLocator(0.2))\n", + "\n", + "pl.legend(frameon=True, loc=2)\n", + "pl.show()" + ] + }, + { + "cell_type": "markdown", + "id": "305c054c", + "metadata": { + "papermill": { + "duration": 0.047394, + "end_time": "2022-03-01T13:10:42.871869", + "exception": false, + "start_time": "2022-03-01T13:10:42.824475", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "# Done." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "4e203822", + "metadata": { + "papermill": { + "duration": 0.035635, + "end_time": "2022-03-01T13:10:42.948400", + "exception": false, + "start_time": "2022-03-01T13:10:42.912765", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Lumfn", + "language": "python", + "name": "lumfn" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.9" + }, + "papermill": { + "default_parameters": {}, + "duration": 43.271233, + "end_time": "2022-03-01T13:10:43.708179", + "environment_variables": {}, + "exception": null, + "input_path": "docs/nb/d8LF_qa.ipynb", + "output_path": "test/pm_delta8_qa_G9.ipynb", + "parameters": { + "field": "G9", + "survey": "gama" + }, + "start_time": "2022-03-01T13:10:00.436946", + "version": "2.3.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} \ No newline at end of file diff --git a/tests/pm_kE_catQA.ipynb b/tests/pm_kE_catQA.ipynb new file mode 100644 index 00000000..24a8f8ae --- /dev/null +++ b/tests/pm_kE_catQA.ipynb @@ -0,0 +1,922 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "595e8cd7", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:38.815265Z", + "iopub.status.busy": "2022-03-01T13:09:38.814273Z", + "iopub.status.idle": "2022-03-01T13:09:38.818166Z", + "shell.execute_reply": "2022-03-01T13:09:38.818807Z" + }, + "papermill": { + "duration": 0.051419, + "end_time": "2022-03-01T13:09:38.819125", + "exception": false, + "start_time": "2022-03-01T13:09:38.767706", + "status": "completed" + }, + "tags": [ + "injected-parameters" + ] + }, + "outputs": [], + "source": [ + "# Parameters\n", + "survey = \"gama\"\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "f6f160dd", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:38.866884Z", + "iopub.status.busy": "2022-03-01T13:09:38.866137Z", + "iopub.status.idle": "2022-03-01T13:09:39.620877Z", + "shell.execute_reply": "2022-03-01T13:09:39.619926Z" + }, + "papermill": { + "duration": 0.780117, + "end_time": "2022-03-01T13:09:39.621127", + "exception": false, + "start_time": "2022-03-01T13:09:38.841010", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import os\n", + "import sys\n", + "import pylab as pl\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "635fe312", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:39.681403Z", + "iopub.status.busy": "2022-03-01T13:09:39.680519Z", + "iopub.status.idle": "2022-03-01T13:09:39.683369Z", + "shell.execute_reply": "2022-03-01T13:09:39.684042Z" + }, + "papermill": { + "duration": 0.032822, + "end_time": "2022-03-01T13:09:39.684240", + "exception": false, + "start_time": "2022-03-01T13:09:39.651418", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "#gold_dir = os.environ['HOME'] + '/data/{}/randoms/'.format(version)\n", + "#randoms_dir = os.environ['HOME'] + '/data/{}/randoms/'.format(version)\n", + "#gold_dir\n", + "#randoms_dir" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "da886386", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:39.732985Z", + "iopub.status.busy": "2022-03-01T13:09:39.732265Z", + "iopub.status.idle": "2022-03-01T13:09:39.735754Z", + "shell.execute_reply": "2022-03-01T13:09:39.735135Z" + }, + "papermill": { + "duration": 0.029479, + "end_time": "2022-03-01T13:09:39.735893", + "exception": false, + "start_time": "2022-03-01T13:09:39.706414", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "os.environ['CODE_ROOT'] = os.environ['HOME'] + '/DESI/'\n", + "\n", + "sys.path.append(os.environ['CODE_ROOT'])" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "c7ad6bdd", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:39.786992Z", + "iopub.status.busy": "2022-03-01T13:09:39.786187Z", + "iopub.status.idle": "2022-03-01T13:09:40.686531Z", + "shell.execute_reply": "2022-03-01T13:09:40.685366Z" + }, + "papermill": { + "duration": 0.931506, + "end_time": "2022-03-01T13:09:40.686778", + "exception": false, + "start_time": "2022-03-01T13:09:39.755272", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import pubplot\n", + "\n", + "from vmaxer import vmaxer\n", + "from astropy.table import Table\n", + "from smith_kcorr import test_plots, test_nonnative_plots\n", + "from cosmo import distmod\n", + "from findfile import findfile" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "93b952aa", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:40.863171Z", + "iopub.status.busy": "2022-03-01T13:09:40.862024Z", + "iopub.status.idle": "2022-03-01T13:09:40.864386Z", + "shell.execute_reply": "2022-03-01T13:09:40.865281Z" + }, + "papermill": { + "duration": 0.149003, + "end_time": "2022-03-01T13:09:40.865545", + "exception": false, + "start_time": "2022-03-01T13:09:40.716542", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "dryrun = False\n", + "version = 'latest'\n", + "survey = 'gama'" + ] + }, + { + "cell_type": "markdown", + "id": "6fe1522c", + "metadata": { + "papermill": { + "duration": 0.024979, + "end_time": "2022-03-01T13:09:40.920010", + "exception": false, + "start_time": "2022-03-01T13:09:40.895031", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## kE Catalog" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "38cf156d", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:40.972260Z", + "iopub.status.busy": "2022-03-01T13:09:40.971550Z", + "iopub.status.idle": "2022-03-01T13:09:41.156161Z", + "shell.execute_reply": "2022-03-01T13:09:41.157085Z" + }, + "papermill": { + "duration": 0.214127, + "end_time": "2022-03-01T13:09:41.157367", + "exception": false, + "start_time": "2022-03-01T13:09:40.943240", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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" + ], + "text/plain": [ + "\n", + " CATAID OBJID RA DEC R_PETRO ... DDPKCORR_G0P1 DDPKCORR_R0P0 DDPKCORR_G0P0 DDPMALL_0P0 \n", + " deg deg mag ... mag \n", + " int32 int64 float64 float64 float32 ... float64 float64 float64 float64 \n", + "------- ------------------ ------------ ----------- --------- ... -------------------- ------------------- ------------------- -------------------\n", + " 123281 587724649255010654 175.33684943 -2.47765272 18.508278 ... -0.14852937903794905 0.09481072212074988 0.11664591067571423 -18.47872929047227\n", + " 508557 587729971786940946 217.19946129 -1.5769885 19.355307 ... -0.18780013889648303 0.0736533838689939 0.07737515081718024 -16.886468476604264\n", + " 278187 587726031189836412 214.37299238 1.09355577 19.774502 ... 0.02781821076256147 0.1491177263509001 0.29299350047622474 -18.819994177114133\n", + " 279688 587726031693611569 138.75098304 1.00368548 19.595543 ... 0.20273170312397315 0.1819759681101923 0.4679069928376364 -19.812629928564565\n", + " 226964 587726014008983767 211.54730519 1.27628899 18.608667 ... -0.07157599196543818 0.12382875495748744 0.1935992977482251 -19.27059849090123\n", + " 575311 588848899894870378 139.34196376 -0.0220424 19.440626 ... 0.19079772275863327 0.17985435471974592 0.45597301247229655 -19.92174906002283\n", + "3906604 588010931370394161 135.41151504 -1.03192146 19.50927 ... 0.12023284965465014 0.16723257141864606 0.3854081393683134 -19.558595817762477\n", + " 347077 587726033303110021 136.13980551 2.15473271 19.033073 ... 0.1559519348098959 0.1736650613516293 0.42112722452355916 -20.189388562747098\n", + " 30463 587722981738021321 175.36357499 -1.0727638 19.567263 ... 0.1103372332968702 0.16541656974186247 0.3755125230105335 -19.45544302040315\n", + " 518674 588010358530769206 137.46100004 2.79652987 18.87193 ... 0.22765116537214292 0.186437857268606 0.4928264550858062 -20.628813555142305\n", + " 594029 588848899929670010 218.87522247 -0.18246273 18.680634 ... 0.17377765851075683 0.17683415693930493 0.4389529482244201 -20.614616330892073\n", + " ... ... ... ... ... ... ... ... ... ...\n", + " 23370 588848901523833370 181.26516682 1.15279626 19.737528 ... 0.12791537444727238 0.16863027981328405 0.39309066416093563 -19.364662385996915\n", + " 346300 587726033301799354 133.1166957 2.16083858 19.035713 ... 0.17146603779299696 0.17642385008464628 0.43664132750666024 -20.250246328841683\n", + " 592630 588848899927376239 213.64850141 -0.07502164 18.311508 ... -0.02188820776363029 0.13759203179463847 0.24328708195003299 -19.96291955872985\n", + "3913514 588010931372294765 139.78887769 -1.28499437 19.647568 ... 0.1958748923610944 0.18075623731555984 0.4610501820747577 -19.734414142621613\n", + " 278058 587726031188721892 211.82747827 1.15405612 19.38653 ... 0.11317820967668377 0.1659399008381024 0.378353499390347 -19.649253309800333\n", + " 251884 587726015086854272 220.89927655 1.94147891 17.328598 ... -0.14536809101364628 0.09627470942365204 0.11980719870001699 -19.706204962176137\n", + "3625535 587729151449497855 133.20277357 -0.82579562 17.151878 ... 0.10240770700249244 0.16394663458715983 0.3675829967161557 -21.833829561155934\n", + " 197554 587725073916821771 135.79318103 -0.74005421 18.58374 ... 0.08826413302399236 0.16128638070485457 0.3534394227376556 -20.334066021661517\n", + "3593735 587729150378574034 139.64360788 -1.87203636 19.767515 ... 0.1902932773300034 0.1797647952074814 0.45546856704366667 -19.592901823380082\n", + " 97907 587722984422309918 175.13191821 0.85318194 15.490864 ... -0.15416856029597562 0.09212261994731367 0.11100672941768766 -21.407343189472062\n", + " 204889 587725074455462322 139.76775414 -0.33960343 19.796116 ... -0.1901167363949655 0.07219718664271263 0.07505855331869776 -16.389568218019164\n", + " 272817 587726031175221320 180.93562327 1.32164668 17.631397 ... -0.1373710333516305 0.09984894156559601 0.12780425636203277 -19.518543538591956" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fpath = findfile(ftype='kE', version=version, dryrun=dryrun, survey=survey)\n", + "gama_kE = Table.read(fpath)\n", + "gama_kE" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "65360397", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:41.228109Z", + "iopub.status.busy": "2022-03-01T13:09:41.227370Z", + "iopub.status.idle": "2022-03-01T13:09:41.230324Z", + "shell.execute_reply": "2022-03-01T13:09:41.229716Z" + }, + "papermill": { + "duration": 0.041339, + "end_time": "2022-03-01T13:09:41.230473", + "exception": false, + "start_time": "2022-03-01T13:09:41.189134", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "def color_plot(ctype, xlabel=None, max_col=1.0):\n", + " colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", + " idx = np.digitize(gama_kE['MCOLOR_0P0'], np.arange(-23., -17., 1.))\n", + "\n", + " if xlabel == None:\n", + " xlabel = ctype\n", + " \n", + " for count, jj in enumerate(np.unique(idx)):\n", + " sample = gama_kE[(idx == jj) & (gama_kE['MCOLOR_0P0'].data >= -23.) & (gama_kE['MCOLOR_0P0'].data <= -17.)]\n", + " nsample = len(sample)\n", + "\n", + " if nsample == 0:\n", + " continue\n", + " \n", + " dbin = 0.05\n", + " bins = np.arange(-0.5, max_col, dbin)\n", + " \n", + " ns, _ = np.histogram(sample[ctype], bins=bins)\n", + " \n", + " centres = bins[:-1] + dbin/2.\n", + " \n", + " plt.plot(centres, ns / nsample, lw=2, color=colors[count], label=r'{:.0f} $\\leq M_r \\leq$ {:.0f}'.format(sample['MCOLOR_0P0'].min(),\\\n", + " sample['MCOLOR_0P0'].max()))\n", + "\n", + " plt.axvline(0.63, c='black', lw=0.5)\n", + "\n", + " plt.xlabel(xlabel)\n", + " plt.ylabel(r'$p$({})'.format(ctype), fontsize=14)\n", + " \n", + " plt.xlim(-0.1, max_col)\n", + " \n", + " plt.legend(frameon=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "49d7aa61", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:41.276319Z", + "iopub.status.busy": "2022-03-01T13:09:41.275764Z", + "iopub.status.idle": "2022-03-01T13:09:41.911415Z", + "shell.execute_reply": "2022-03-01T13:09:41.912304Z" + }, + "papermill": { + "duration": 0.661221, + "end_time": "2022-03-01T13:09:41.912578", + "exception": false, + "start_time": "2022-03-01T13:09:41.251357", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(1, 2, figsize=(20,10))\n", + "\n", + "test_plots(axes)\n", + "\n", + "for idx in np.unique(gama_kE['REST_GMR_0P1_INDEX']):\n", + " isin = gama_kE['REST_GMR_0P1_INDEX'] == idx\n", + " \n", + " n_in = np.count_nonzero(isin)\n", + " \n", + " axes[0].scatter(gama_kE['ZGAMA'][isin], gama_kE['KCORR_R0P1'][isin], s=0.25)\n", + " axes[1].scatter(gama_kE['ZGAMA'][isin], gama_kE['KCORR_G0P1'][isin], s=0.25)\n", + " \n", + " axes[0].set_xlim(0, 0.3)\n", + " axes[1].set_xlim(0, 0.3)\n", + "\n", + " axes[0].set_ylim(-0.4, 1.05)\n", + " axes[1].set_ylim(-0.4, 1.05)\n", + " \n", + "axes[0].legend(ncol=1, frameon=False, loc=2, fontsize=20)\n", + "axes[1].get_legend().remove()" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "4d7313b5", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:43.973634Z", + "iopub.status.busy": "2022-03-01T13:09:43.966772Z", + "iopub.status.idle": "2022-03-01T13:09:44.652435Z", + "shell.execute_reply": "2022-03-01T13:09:44.653284Z" + }, + "papermill": { + "duration": 0.770054, + "end_time": "2022-03-01T13:09:44.653563", + "exception": false, + "start_time": "2022-03-01T13:09:43.883509", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, axes = plt.subplots(1, 2, figsize=(20,10))\n", + "\n", + "test_nonnative_plots(axes, 0.0)\n", + "\n", + "for idx in np.unique(gama_kE['REST_GMR_0P1_INDEX']):\n", + " isin = gama_kE['REST_GMR_0P1_INDEX'] == idx\n", + " \n", + " axes[0].scatter(gama_kE['ZGAMA'][isin], gama_kE['KCORR_R0P0'][isin], s=0.25)\n", + " axes[1].scatter(gama_kE['ZGAMA'][isin], gama_kE['KCORR_G0P0'][isin], s=0.25)\n", + " \n", + " axes[0].set_xlim(0, 0.3)\n", + " axes[1].set_xlim(0, 0.3)\n", + "\n", + " axes[0].set_ylim(-0.4, 1.05)\n", + " axes[1].set_ylim(-0.4, 1.05)\n", + " \n", + "axes[0].legend(ncol=1, frameon=False, loc=2, fontsize=20)" + ] + }, + { + "cell_type": "raw", + "id": "eda83580", + "metadata": { + "papermill": { + "duration": 0.047317, + "end_time": "2022-03-01T13:09:44.764680", + "exception": false, + "start_time": "2022-03-01T13:09:44.717363", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "fig, axes = plt.subplots(1, 2, figsize=(15,5))\n", + "\n", + "for idx in np.unique(gama_kE['REST_GMR_0P1_INDEX'])[1:]:\n", + " isin = gama_kE['REST_GMR_0P1_INDEX'] == idx\n", + " \n", + " axes[0].scatter(gama_kE['ZGAMA'][isin], gama_kE['Z_THETA_QCOLOR'][isin], s=0.25)\n", + " axes[1].scatter(gama_kE['ZGAMA'][isin], gama_kE['Z_THETA_QCOLOR'][isin], s=0.25)\n", + " \n", + " axes[0].set_xlim(0.025, 0.30)\n", + " axes[1].set_xlim(0.025, 0.30)\n", + "\n", + " axes[0].set_ylim(35., 40.1)\n", + " axes[1].set_ylim(35., 40.1)\n", + " \n", + "axes[0].set_xlabel('z')\n", + "axes[1].set_xlabel('z')\n", + "\n", + "axes[0].set_ylabel(r'$\\theta(z)$')\n", + "axes[1].set_ylabel(r'$\\theta(z)$')" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "fd14698c", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:44.893990Z", + "iopub.status.busy": "2022-03-01T13:09:44.889437Z", + "iopub.status.idle": "2022-03-01T13:09:45.193023Z", + "shell.execute_reply": "2022-03-01T13:09:45.193945Z" + }, + "papermill": { + "duration": 0.388759, + "end_time": "2022-03-01T13:09:45.194234", + "exception": false, + "start_time": "2022-03-01T13:09:44.805475", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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p6Yb3iG8hudXDqnMkReG4Yt9R6rWL8LNxVC3QC+nwZOAQsJWtg1PSMkzuLkly97mk35nZWNI/SvrM3f8UqtJfuft/TO4cbiPJvJUkzd3nZrZMrd5TdPvLA2HE7Usze7QqWIHBePb+fuVJgAKlVNFVu8haGQblfGFmvwzXPv8m6d9X8H6XoUqNHSiqICVJZjZOvH4j6TwVmgfKGdRA7/DMT2BrVVScmz55vw4/kvTbbd/M3U/N7CSE41hRF3AyCKeSjiRdufvSzJ6HmYaWimYOWuSdOQjoLbpvgdK2mgBBupuL9nnWNHxm9gtF1z4rnXKvLkyAgEFg4gT0XKsmQJDuHl59Zmb/NOPlhaSsSQsAtAW3rgCFVHUf5x8kfWdm/yEVoI8kWUXvAWCXuPYJ5FJJcIaBQPuS/rmk9+Fezr8peprKxdqdAbQH1Sew0cbgNLP/a2b/MzyX8+/DI8MeCJMM/Nbdf6RoENC+uz/d9AgyAC1E9QmslGdUrUk6ypq8QJLM7GeSDiW9jgcBufu3lbUQQDOywpPBQ0Curtr5qtCUpPBklD9IMjP7r6Eq3fWctQDqQvctcE+e4Myc4CDN3b91919L+ldaM28sgI6i+xaQlC84793oaWa/33C98/OcxwXQNVSfQK6Au3c7SeiW/VLSuaRpums2TG83r7KRAFqG6hMDVrjilO7C8drd/yH8pEfO5ureBdBhVJ8YqDzB+cTM/i5j/bpw5BonMBRUnxiYPLejjCVdmZkUdcG+VPQYr+0muQXQH9y6ggHJdTuKolmBvpT0TtIXioJzZmavwkChv0vdgkKoAkNE9y0GIE9wPnf379z93N1/HWYGeqIoQN9J+kzSnyS9C1PtPVf0aC8AQ0X3LXps68eKSXezBx0oCsyppI/d/Z9sfeCG8VgxoAJ03aJhrXusmHQ3e9BlmKt2T9J3VRwXQA9QfaJndjVRAWUagA+49oke2UlwuvvvdnFcAB1H9YkeYGo8APVKV58EKDqG4ATQDLpv0VEEJ4BmUX2iYwhOAM2j+kSHEJwA2oPqEx1AcAJoF6pPtFwng9PMTszs0MxmZjYruO/FrtoFoEJUn2ipzgWnmZ1JWrj7lbtfSnpsZocF9h3vtIEAqkP1iRbK81ixtpm5+2li+aWkU0lX63YyMwIT6Kp0eDLvLRrUqYrTzCYZq2+V72ksU0UhC6Cr6L5FC3QqOCXtKQrKpKUkmdlo1U5mNpX0x521CkB96L5Fw7oWnKOMdXGQ7q3bz92XlbcGQHOoPtGQVgSnmY3W/SQ2XephQMbL6Uo0Pvahu6+9/pnafmZmN2Z28/bt2yKnAaBuVJ9oQOODg8KI2KcbtlEYEHSrh1XnSJKyKsowIOjB+nXCSN1LKXqQdZF9ATTk2fv7lSeDh7BDjQdnqAZzVYTuPjezZWr1nqTrFbtMJO0l7vU8kDQOy9fuvijRZABtlO66JTyxI40HZwmXqe7XA0l3kxqEKnMS7vO8F8hmJknjUFUC6COqT+xYK65xFhG6bMdh5qATSW9SATmVdJzeL1SZR2Hfk3WjcAF0HM/8xA6ZO5fxVtnf3/ebm5ummwFgW1Sfg2Zmr919v6rjda7iBIDCqD5RIYITwDBw6woqQnACGBaqT2yJ4AQwPFSf2ALBCWC4qD5RAsEJYNi4dQUFEZwAINF9i9wITgBIovrEBgQnAKRRfWINghMAVqH6RAaCEwDWofpECsEJAHlQfSIgOAEgL25dgQhOACiO7ttBIzgBoCyqz0EiOAFgG1Sfg0NwAkAVqD4Hg+AEgKpQfQ4CwQkAVaP67DWCEwB2geqztz5qugEA0Gvp8IyX0VlUnABQB7pve4PgBIC60H3bCwQnANSN6rPTCE4AaALVZ2cRnADQJKrPzulkcJrZiZkdmtnMzGYbtj0M24/NbBT/ua62AsBGVJ+d0rngNLMzSQt3v3L3S0mPzexwzS57ks4kvZH0fdh3UUNTAaAYqs9O6FxwSpq5+1Vi+aWk4w37PJL02N0fpfYFgHbhmZ+t16ngNLNJxupbSdN1+7n7kioTQKfQfdtanQpORd2ut6l1S0kys9GqncK10Pia6MnumgcAFaP6bJ2uBecoY10cpHsr9rmW9MfUNdGVA4pCuN6Y2c3bt2+3ay0AVIHqs1VaEZxhtOvKn8SmSz0MyHg5XYlKktx94e7LxKqXkk5XtcXdL9193933P/nkk8LnAgA7Q/XZCo1P8h5GxD7dsI3c/VRROI5SL4+k6Dpmxn4jSe8kPUq8vpTE7SgAuikdnkwaX7vGgzOMcs010tXd52a2TK3eU9Qdu8ppKlTHkuZF2ggArfPs/f3KkwCtTSu6agu6TN23eSDpIl4IEx0cStlVqKQjSV/ttIUAUAduXWmEuXvTbSgsjIxdKKoel2HQT/zaTNKRux+E5ZGkmaIu2seSXuW9l3N/f99vbm6qbTwA7ArVZyYze+3u+5Udr4vBWReCE0DnJKtOAlRS9cHZxa5aAMAq3LqycwQnAPQR1z53huAEgL6i+twJghMA+o7qs1IEJwAMAbeuVIbgBIAhoft2awQnAAwR1WdpBCcADBXVZykEJwAMHdVnIQQnAIDqswCCEwDwAdXnRgQnAOA+bl1Zi+AEAGSj+zYTwQkAWI/wvOejphsAAOgAHlF2h4oTAIACCE4AAAogOAEAKIDgBACgAIITAIACCE4AAAogOAEAKIDgBACgAIITAIACCE4AAAro5JR7ZnYiaSFpT5Lc/XLD9iNJs8Q+N+4+33EzAQA91LmK08zOJC3c/SoE5mMzO1yz/UjSt+5+7u5XYfWXNTQVANBDnQtOSbNEAErSS0nHa7Y/k3QRL4Sw/XxHbQMA9FynumrNbJKx+lbSdM1uM0mPkyvcfVlhswAAA9Kp4FR0ffI2tW4pRV2y6UA0s3H44ziE7p6kkbuf77idAICe6lpwjjLWxUG6pxCiCXFwKu7eNbMTMztz99OsNzCzmaIqVZL+j5n9j20a3FH/TNJfm25EA4Z43kM8Z4nzHpp/UeXBWhGcYQDPSolKcqkwkjYhXk5Xosl1N4l115JeS8oMznAN9DK068bd99e1rY847+EY4jlLnHfT7aibmd1s3iq/xoMzjIh9umEbhQrxVg+rzpG08rrlIuO1ZTjmg65dAAA2aTw4Qxfq1cYNo23nZrZMrd5TVEVmbb80s6WZjd19EVaP4tdKNRgAMGhdvB3lMnXf5oESt5uY2Tj1+le6P+r2M63ops16r9Kt7DbOeziGeM4S5z00lZ63uXuVx6tFYuagsaRlcuagMLjnyN0PUtvfYVQtAKCsTgYnAABNafwaJ7ArRec0DvscSnqadbtSmeM1ocrzDuvHisYh3Cq6VesqMWYAGJxBBWeJyeHXbt/XL9J123flizTMafwqcf/umZkdpqZrTG4/lTRRdM38wbkUPV5Tqj5vRX8HzsLPUtLnbftdS6X/jkvRiP5X6cs3Pf9sSxnn3ZXPtlTsvBMP+VgqzCKX8Q/EYr9vdx/Ej6IP/uGq5aLbFz1ej857JsnDz7s2nnNo57vU8lTSy5z/vy6qOl4PznumaCT6uOlz29D2In/HL1LLryWdlD1ej867K5/twt9pGec92+b33fj/hBr/Z79LLa/9Qtm0fV+/SHOcdxe+SCcZ5zGR5Dn2fRAg2xyvy+cd/76bPq8cbU+f88q/4+HvbvqLdCbpTZnj9ey8W//ZLvP7kfQmFZQvJL3Y5vfdxdtRCis6Ofym7UtONl+7qs875u5Lb2H3TcLaOY1bcLxd2Uk7zWxmZofhvyeb96hPic/inqSTxDzWsXHJ4zWi6vOOtf2zXfL3c+D3u17Hkl5tcbzBXOMsNDn8pu1LHK8plZ53vH245edW7Z00f5Sxbt2cxnUfb1dGGeu2bee1pNvE7/7CzGbenmt+hf6Ou/vCzJ6kwuFAHyZR6eVnO8d5K+zb9s924d9P8pzjoEycV6nf91CCc5Sxbt0Xyqbtix6vKaOMdduc91Lt/yKVis9pXPfxdmWpituZUX28VNSt25bf9yhj3drPorvP4z+HfwhPJT0pe7yGjDLWbXPeUjc+26OMdRt/P+F8fyvpSPefx1zqeIPoqlXxL5RN2xc9XlOWqva85e6L1L/CXir/TEx1KTqncd3H25VK22lmIzPzVDfvUqnuvYYttd1n8YWkXyX+gbDt8eqyVLXn3ZXP9lIlzjt0QV96NDHON6GyLn28oQRn0S+UTdv39Yt07fYd+SKN/2W9TK1eOadx3cfblR218zT1d2Usab5i2yaU/iyGW3dOk5XYNserWaXn3ZXPtkqcd8b1/Qt9mKa11P/HQQRn0S+UTdv39Ys05/Zt/yKNFZ3TeKvjtUhl573ii+NI0fzPrVD2sxj+H7yMwyNx7auXn+3YqvMOWv/ZLnre4T7ld6sGx5X9/ziI4AyKfqFs+qLs6xfpyu278EUa8+gG53EYDXqiaNh9chKAqaTjeMHMJmG7Q0m/teiB55MCx2uFqs9b0d+HkzCiNr5lpW3nXejvePgy3ZN0EyqtsaKHP+Q6XotUdt5d+myr2HnfSDpPnd+B7j+Rq/Dve1Bz1Vq5yeEzt8/zeltUed4Zs3C8auEXKQYm79/x8Pf3XcYhrtz9KM/x2qTK8+7SZ7vId1r4h+BU+WYOyvX7HlRwAgCwrSF11QIAsDWCEwCAAghOAAAKIDgBACiA4AQAoACCEwCAAghOAAAKIDgBACiA4AQAoACCEwCAAghOAAAKIDiBgQpPPHlnZq/jxy6Fya4BrPFR0w0AUL/wxIgDSZ8reiLEl2HdWaMNAzqAp6MAA2Rmo+QzCsPzCPfa+vgsoE3oqgUGKCM0x4QmkA8VJzBg4aG/IjSB/Kg4gYEiNIFyCE5ggLJC08wmZjZtrlVAN9BVCwxMCMczSc/DqoWkp5Im7n7QWMOAjqDiBIbnwN2fuPu5pMeSvlF0S8pRs80CuoGKEwCAAqg4AQAogOAEAKAAghMAgAIITgAACiA4AQAogOAEAKAAghMAgAIITgAACiA4AQAo4P8DIvlHoM9BRlsAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "pl.plot(gama_kE['ZGAMA'], gama_kE['EQ_ALL_0P0'], marker=',', lw=0.0, label='All')\n", + "pl.plot(gama_kE['ZGAMA'], gama_kE['EQ_COLOR_0P0'], marker=',', lw=0.0, label='Colour')\n", + "\n", + "pl.xlabel(r'$z$')\n", + "pl.ylabel(r'$E_Q(z)$')\n", + "\n", + "pl.xlim(0.0,0.3)\n", + "pl.ylim(-0.6, 0.0)\n", + "\n", + "pl.legend(frameon=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "b142f97c", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:45.362398Z", + "iopub.status.busy": "2022-03-01T13:09:45.318690Z", + "iopub.status.idle": "2022-03-01T13:09:45.547420Z", + "shell.execute_reply": "2022-03-01T13:09:45.548260Z" + }, + "papermill": { + "duration": 0.28713, + "end_time": "2022-03-01T13:09:45.548517", + "exception": false, + "start_time": "2022-03-01T13:09:45.261387", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "_ = pl.hist(gama_kE['MALL_0P0'], histtype='step', bins=np.arange(-24., -16.0, 0.25), label='All')\n", + "_ = pl.hist(gama_kE['MCOLOR_0P0'], histtype='step', bins=np.arange(-24., -16.0, 0.25), label='Color')\n", + "\n", + "pl.xlabel(r'$^{0.0}M$', fontsize=16)\n", + "pl.ylabel('$N$')\n", + "\n", + "pl.legend(frameon=False)" + ] + }, + { + "cell_type": "raw", + "id": "67a4b440", + "metadata": { + "papermill": { + "duration": 0.047145, + "end_time": "2022-03-01T13:09:45.660989", + "exception": false, + "start_time": "2022-03-01T13:09:45.613844", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "for idx in np.unique(gama_kE['REST_GMR_0P1_INDEX']):\n", + " fig, ax = plt.subplots(1,1,figsize=(10,10))\n", + " pl.sca(ax)\n", + " \n", + " isin = gama_kE['REST_GMR_0P1_INDEX'] == idx\n", + "\n", + " plt.scatter(gama_kE['ZGAMA'][isin], gama_kE['MCOLOR_0P0'][isin], s=0.25)\n", + "\n", + " plt.xlabel(r'$Z$')\n", + " plt.ylabel(r'MCOLOR_0P0')\n", + " plt.xlim(0.03, 0.27)\n", + " plt.ylim(-15., -22.5) \n", + " pl.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "006326af", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:45.824479Z", + "iopub.status.busy": "2022-03-01T13:09:45.818786Z", + "iopub.status.idle": "2022-03-01T13:09:47.179260Z", + "shell.execute_reply": "2022-03-01T13:09:47.180109Z" + }, + "papermill": { + "duration": 1.47942, + "end_time": "2022-03-01T13:09:47.180392", + "exception": false, + "start_time": "2022-03-01T13:09:45.700972", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1,1,figsize=(10,10))\n", + "\n", + "pl.sca(ax)\n", + "\n", + "plt.scatter(gama_kE['ZGAMA'], gama_kE['MCOLOR_0P0'], c=gama_kE['REST_GMR_0P0'], s=0.25, vmin=0.0, vmax=1.0)\n", + "plt.xlabel(r'$z$')\n", + "plt.ylabel(r'$^{0.0}M_{\\rm Colour}$', fontsize=16)\n", + "\n", + "plt.xlim(0.03, 0.27)\n", + "plt.ylim(-15., -22.5)\n", + "\n", + "plt.colorbar(label = r'$^{0.0}(g-r)$')" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "2152fed6", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:47.511142Z", + "iopub.status.busy": "2022-03-01T13:09:47.509989Z", + "iopub.status.idle": "2022-03-01T13:09:48.826459Z", + "shell.execute_reply": "2022-03-01T13:09:48.827313Z" + }, + "papermill": { + "duration": 1.562855, + "end_time": "2022-03-01T13:09:48.827589", + "exception": false, + "start_time": "2022-03-01T13:09:47.264734", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1,1,figsize=(10,10))\n", + "pl.sca(ax)\n", + "\n", + "plt.scatter(gama_kE['GMR'], gama_kE['REST_GMR_0P0'], c=gama_kE['ZGAMA'], s=0.25)\n", + "plt.xlabel(r'$(g-r)$')\n", + "plt.ylabel(r'$^{0.0}(g-r)$')\n", + "plt.xlim(-0.05, 2.0)\n", + "plt.ylim( 0.0, 1.5)\n", + "plt.colorbar(label='z')" + ] + }, + { + "cell_type": "markdown", + "id": "95a84e2f", + "metadata": { + "papermill": { + "duration": 0.061755, + "end_time": "2022-03-01T13:09:48.978848", + "exception": false, + "start_time": "2022-03-01T13:09:48.917093", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "# Done." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Lumfn", + "language": "python", + "name": "lumfn" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.9" + }, + "papermill": { + "default_parameters": {}, + "duration": 11.937494, + "end_time": "2022-03-01T13:09:49.498770", + "environment_variables": {}, + "exception": null, + "input_path": "docs/nb/kE_catQA.ipynb", + "output_path": "test/pm_kE_catQA.ipynb", + "parameters": { + "survey": "gama" + }, + "start_time": "2022-03-01T13:09:37.561276", + "version": "2.3.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} \ No newline at end of file diff --git a/tests/pm_lumfn.ipynb b/tests/pm_lumfn.ipynb new file mode 100644 index 00000000..e8650a16 --- /dev/null +++ b/tests/pm_lumfn.ipynb @@ -0,0 +1,699 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "95215f52", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:57.038518Z", + "iopub.status.busy": "2022-03-01T13:09:57.037624Z", + "iopub.status.idle": "2022-03-01T13:09:57.041775Z", + "shell.execute_reply": "2022-03-01T13:09:57.042463Z" + }, + "papermill": { + "duration": 0.048183, + "end_time": "2022-03-01T13:09:57.042792", + "exception": false, + "start_time": "2022-03-01T13:09:56.994609", + "status": "completed" + }, + "tags": [ + "injected-parameters" + ] + }, + "outputs": [], + "source": [ + "# Parameters\n", + "survey = \"gama\"\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "6ac35245", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:57.089260Z", + "iopub.status.busy": "2022-03-01T13:09:57.088582Z", + "iopub.status.idle": "2022-03-01T13:09:58.512654Z", + "shell.execute_reply": "2022-03-01T13:09:58.511461Z" + }, + "papermill": { + "duration": 1.449065, + "end_time": "2022-03-01T13:09:58.512923", + "exception": false, + "start_time": "2022-03-01T13:09:57.063858", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import os\n", + "import sys\n", + "import pylab as pl\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "\n", + "# from getdist import plots, MCSamples \n", + "from astropy.table import Table" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "df8f9466", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:58.569068Z", + "iopub.status.busy": "2022-03-01T13:09:58.568286Z", + "iopub.status.idle": "2022-03-01T13:09:58.571749Z", + "shell.execute_reply": "2022-03-01T13:09:58.571138Z" + }, + "papermill": { + "duration": 0.033519, + "end_time": "2022-03-01T13:09:58.571899", + "exception": false, + "start_time": "2022-03-01T13:09:58.538380", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "sys.path.append(os.environ['HOME'] + '/DESI/')" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "bfe94cb8", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:58.611526Z", + "iopub.status.busy": "2022-03-01T13:09:58.611103Z", + "iopub.status.idle": "2022-03-01T13:09:58.831211Z", + "shell.execute_reply": "2022-03-01T13:09:58.830791Z" + }, + "papermill": { + "duration": 0.241826, + "end_time": "2022-03-01T13:09:58.831318", + "exception": false, + "start_time": "2022-03-01T13:09:58.589492", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import pubplot\n", + "\n", + "from schechter import schechter, named_schechter\n", + "from findfile import findfile" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "4dd119b5", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:58.869872Z", + "iopub.status.busy": "2022-03-01T13:09:58.868972Z", + "iopub.status.idle": "2022-03-01T13:09:58.871714Z", + "shell.execute_reply": "2022-03-01T13:09:58.870874Z" + }, + "papermill": { + "duration": 0.028551, + "end_time": "2022-03-01T13:09:58.871910", + "exception": false, + "start_time": "2022-03-01T13:09:58.843359", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "version = 'latest'\n", + "survey = 'gama'\n", + "dryrun = False" + ] + }, + { + "cell_type": "markdown", + "id": "fdab62cc", + "metadata": { + "papermill": { + "duration": 0.018531, + "end_time": "2022-03-01T13:09:58.911195", + "exception": false, + "start_time": "2022-03-01T13:09:58.892664", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## VMAX" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "e7ada6f1", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:58.950985Z", + "iopub.status.busy": "2022-03-01T13:09:58.950389Z", + "iopub.status.idle": "2022-03-01T13:09:59.013924Z", + "shell.execute_reply": "2022-03-01T13:09:59.014746Z" + }, + "papermill": { + "duration": 0.086801, + "end_time": "2022-03-01T13:09:59.015004", + "exception": false, + "start_time": "2022-03-01T13:09:58.928203", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + 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" + ], + "text/plain": [ + "\n", + " MEDIAN_M PHI_N PHI_N_ERROR PHI_IVMAX PHI_IVMAX_ERROR N V_ON_VMAX \n", + " float64 float64 float64 float64 float64 float64 float64 \n", + "------------------- ---------------------- ---------------------- --------------------- ---------------------- ------- --------------------\n", + " -25.4 0.0 0.0 0.0 0.0 0.0 --\n", + "-25.200000000000003 0.0 0.0 0.0 0.0 0.0 --\n", + " -25.0 0.0 0.0 0.0 0.0 0.0 --\n", + "-24.800000000000004 0.0 0.0 0.0 0.0 0.0 --\n", + " -24.6 0.0 0.0 0.0 0.0 0.0 --\n", + "-24.400000000000006 0.0 0.0 0.0 0.0 0.0 --\n", + "-24.200000000000003 0.0 0.0 0.0 0.0 0.0 --\n", + "-24.000000000000007 0.0 0.0 0.0 0.0 0.0 --\n", + "-23.800000000000004 0.0 0.0 0.0 0.0 0.0 --\n", + " -23.60000000000001 0.0 0.0 0.0 0.0 0.0 --\n", + "-23.400000000000006 0.0 0.0 0.0 0.0 0.0 --\n", + " -23.42293176064758 6.583415764087122e-07 6.583415764087122e-07 6.584922389746205e-07 6.584922389746205e-07 1.0 0.9997712006960888\n", + " ... ... ... ... ... ... ...\n", + "-18.210680967022103 0.001580678124957318 3.22587372440269e-05 0.012580438881076109 0.0002594531471564492 2401.0 0.12964537729372896\n", + "-18.005531487039228 0.0011863315206884996 2.794658053274875e-05 0.012409594762771885 0.00029482208472765846 1802.0 0.09813916342801689\n", + "-17.806770806245083 0.000992779097224338 2.5565362424426706e-05 0.01381931287635131 0.0003588176756506515 1508.0 0.07389117751531793\n", + " -17.60540082245031 0.0007972516490309505 2.2909908498671075e-05 0.014698315005989913 0.0004251688564666649 1211.0 0.05518194314959416\n", + "-17.403713154375016 0.0006827002147358345 2.1200234328510514e-05 0.016877688941591893 0.0005273854139469358 1037.0 0.041027935766775755\n", + "-17.212893850404157 0.0005516902410305008 1.9057823143510443e-05 0.018073731805247826 0.0006278194700539957 838.0 0.030985802528041846\n", + "-17.016257753703133 0.00035155440180225235 1.5213246828863214e-05 0.015731810903988393 0.0006850130616316443 534.0 0.022844181546381424\n", + "-16.806631082779923 0.00025543653164658033 1.2967825142119382e-05 0.01604767169743556 0.0008200072856345317 388.0 0.016161457253183884\n", + "-16.604055320370207 0.0002383196506599538 1.2525802748911848e-05 0.021058990156774846 0.001113913779532084 362.0 0.01144087266008334\n", + "-16.407765796266453 0.00020737759656874435 1.1684403871696542e-05 0.026579095532122038 0.001507698282257368 315.0 0.007817437918952234\n", + "-16.228752020563036 0.00010796801853102881 8.43088580882475e-06 0.0207362383674028 0.0016335749191855819 164.0 0.005359130088187801\n", + "-16.007578916653898 5.727571714755796e-05 6.140601429572092e-06 0.01942763995932177 0.002111248913362894 87.0 0.003012505265889661" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fpath = findfile(ftype='lumfn', dryrun=dryrun, version=version, survey=survey)\n", + "gama_lf = Table.read(fpath)\n", + "\n", + "#gama_lf['S2N_N'] = gama_lf['PHI_N'] / gama_lf['PHI_N_ERROR']\n", + "#gama_lf['S2N_IVMAX'] = gama_lf['PHI_IVMAX'] / gama_lf['PHI_IVMAX_ERROR']\n", + "gama_lf" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "c777c0e9", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:59.213788Z", + "iopub.status.busy": "2022-03-01T13:09:59.212807Z", + "iopub.status.idle": "2022-03-01T13:09:59.502729Z", + "shell.execute_reply": "2022-03-01T13:09:59.503273Z" + }, + "papermill": { + "duration": 0.324774, + "end_time": "2022-03-01T13:09:59.503471", + "exception": false, + "start_time": "2022-03-01T13:09:59.178697", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_158793/68074749.py:6: RuntimeWarning: divide by zero encountered in log10\n", + " pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), gama_lf['PHI_N_ERROR'] / gama_lf['PHI_N'] / np.log(10.), label='RAW', alpha=0.4, lw=2)\n", + "/tmp/ipykernel_158793/68074749.py:6: RuntimeWarning: invalid value encountered in true_divide\n", + " pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), gama_lf['PHI_N_ERROR'] / gama_lf['PHI_N'] / np.log(10.), label='RAW', alpha=0.4, lw=2)\n", + "/tmp/ipykernel_158793/68074749.py:7: RuntimeWarning: divide by zero encountered in log10\n", + " pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), gama_lf['PHI_IVMAX_ERROR'] / gama_lf['PHI_IVMAX'] / np.log(10.), label='IVMAX', lw=2)\n", + "/tmp/ipykernel_158793/68074749.py:7: RuntimeWarning: invalid value encountered in true_divide\n", + " pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), gama_lf['PHI_IVMAX_ERROR'] / gama_lf['PHI_IVMAX'] / np.log(10.), label='IVMAX', lw=2)\n" + ] + }, + { + "data": { + "text/plain": [ + "Text(0.5, 1.0, 'gama')" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "Ms = np.arange(-23., -15., 0.01)\n", + "sc = named_schechter(Ms, named_type='TMR')\n", + "\n", + "pl.plot(Ms, np.log10(sc), label='TMR', lw=2)\n", + "\n", + "pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), gama_lf['PHI_N_ERROR'] / gama_lf['PHI_N'] / np.log(10.), label='RAW', alpha=0.4, lw=2)\n", + "pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), gama_lf['PHI_IVMAX_ERROR'] / gama_lf['PHI_IVMAX'] / np.log(10.), label='IVMAX', lw=2)\n", + "\n", + "pl.xlabel(r'$M_r^e - 5 \\log_{10}|h|$')\n", + "pl.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} \\ {\\rm Mpc}^{3} \\ {\\rm Mag}^{}} \\right] $')\n", + "\n", + "pl.ylim(-4.25, -.75)\n", + "pl.xlim(-23., -15.5)\n", + "\n", + "pl.legend(frameon=True, loc=2)\n", + "pl.title(survey)" + ] + }, + { + "cell_type": "markdown", + "id": "c5719b22", + "metadata": { + "papermill": { + "duration": 0.020587, + "end_time": "2022-03-01T13:09:59.545906", + "exception": false, + "start_time": "2022-03-01T13:09:59.525319", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "## Cobaya" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "44c3e795", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:59.589913Z", + "iopub.status.busy": "2022-03-01T13:09:59.589389Z", + "iopub.status.idle": "2022-03-01T13:09:59.592118Z", + "shell.execute_reply": "2022-03-01T13:09:59.592503Z" + }, + "papermill": { + "duration": 0.027686, + "end_time": "2022-03-01T13:09:59.592634", + "exception": false, + "start_time": "2022-03-01T13:09:59.564948", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "#root = '/cosma/home/durham/{}/data/GAMA4/cobaya/'.format(os.environ['USER'])" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "2e269260", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:59.630314Z", + "iopub.status.busy": "2022-03-01T13:09:59.629850Z", + "iopub.status.idle": "2022-03-01T13:09:59.632636Z", + "shell.execute_reply": "2022-03-01T13:09:59.632994Z" + }, + "papermill": { + "duration": 0.023404, + "end_time": "2022-03-01T13:09:59.633109", + "exception": false, + "start_time": "2022-03-01T13:09:59.609705", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "#dat = Table.read(root + 'schechter_chain.1.txt', format='ascii') " + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "d5c012ce", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:59.666604Z", + "iopub.status.busy": "2022-03-01T13:09:59.666180Z", + "iopub.status.idle": "2022-03-01T13:09:59.669031Z", + "shell.execute_reply": "2022-03-01T13:09:59.668553Z" + }, + "papermill": { + "duration": 0.02177, + "end_time": "2022-03-01T13:09:59.669127", + "exception": false, + "start_time": "2022-03-01T13:09:59.647357", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "#samples = np.c_[dat['log10phistar'], dat['Mstar'], dat['alpha']]" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "563d77d3", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:59.702964Z", + "iopub.status.busy": "2022-03-01T13:09:59.702501Z", + "iopub.status.idle": "2022-03-01T13:09:59.705437Z", + "shell.execute_reply": "2022-03-01T13:09:59.705771Z" + }, + "papermill": { + "duration": 0.022141, + "end_time": "2022-03-01T13:09:59.705876", + "exception": false, + "start_time": "2022-03-01T13:09:59.683735", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "#samples = MCSamples(samples=samples, names=['log10phistar', 'Mstar', 'alpha'], labels=['log10phistar', 'Mstar', 'alpha'])" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "cb8c49f0", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:59.741556Z", + "iopub.status.busy": "2022-03-01T13:09:59.741006Z", + "iopub.status.idle": "2022-03-01T13:09:59.743798Z", + "shell.execute_reply": "2022-03-01T13:09:59.744145Z" + }, + "papermill": { + "duration": 0.023579, + "end_time": "2022-03-01T13:09:59.744265", + "exception": false, + "start_time": "2022-03-01T13:09:59.720686", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "tmr_ref = {'log10phistar': -2.01, 'Mstar': -20.89, 'alpha': -1.25}" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "84d194c1", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:59.791099Z", + "iopub.status.busy": "2022-03-01T13:09:59.790400Z", + "iopub.status.idle": "2022-03-01T13:09:59.793387Z", + "shell.execute_reply": "2022-03-01T13:09:59.793919Z" + }, + "papermill": { + "duration": 0.034777, + "end_time": "2022-03-01T13:09:59.794081", + "exception": false, + "start_time": "2022-03-01T13:09:59.759304", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "#g = plots.get_subplot_plotter()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "0c6cebcf", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:59.841949Z", + "iopub.status.busy": "2022-03-01T13:09:59.841416Z", + "iopub.status.idle": "2022-03-01T13:09:59.843879Z", + "shell.execute_reply": "2022-03-01T13:09:59.844306Z" + }, + "papermill": { + "duration": 0.028058, + "end_time": "2022-03-01T13:09:59.844438", + "exception": false, + "start_time": "2022-03-01T13:09:59.816380", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "#g.triangle_plot([samples], filled=True) " + ] + }, + { + "cell_type": "markdown", + "id": "e6b4de7a", + "metadata": { + "papermill": { + "duration": 0.017946, + "end_time": "2022-03-01T13:09:59.881366", + "exception": false, + "start_time": "2022-03-01T13:09:59.863420", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "# Done." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Lumfn", + "language": "python", + "name": "lumfn" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.9" + }, + "papermill": { + "default_parameters": {}, + "duration": 4.448546, + "end_time": "2022-03-01T13:10:00.318365", + "environment_variables": {}, + "exception": null, + "input_path": "docs/nb/lumfn.ipynb", + "output_path": "test/pm_lumfn.ipynb", + "parameters": { + "survey": "gama" + }, + "start_time": "2022-03-01T13:09:55.869819", + "version": "2.3.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} \ No newline at end of file diff --git a/tests/pm_randoms_n8_G12_qa.ipynb b/tests/pm_randoms_n8_G12_qa.ipynb new file mode 100644 index 00000000..3473b55f --- /dev/null +++ b/tests/pm_randoms_n8_G12_qa.ipynb @@ -0,0 +1,2463 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "4d4bdb0d", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:00:18.498340Z", + "iopub.status.busy": "2022-03-01T13:00:18.497582Z", + "iopub.status.idle": "2022-03-01T13:00:20.088016Z", + "shell.execute_reply": "2022-03-01T13:00:20.086931Z" + }, + "papermill": { + "duration": 1.661254, + "end_time": "2022-03-01T13:00:20.088277", + "exception": false, + "start_time": "2022-03-01T13:00:18.427023", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import os\n", + "import sys\n", + "import fitsio\n", + "import pylab as pl\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import astropy.io.fits as fits\n", + "import matplotlib as mpl\n", + "\n", + "from astropy.table import Table" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "a502e89a", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:00:20.403910Z", + "iopub.status.busy": "2022-03-01T13:00:20.403138Z", + "iopub.status.idle": "2022-03-01T13:00:20.408377Z", + "shell.execute_reply": "2022-03-01T13:00:20.407701Z" + }, + "papermill": { + "duration": 0.070613, + "end_time": "2022-03-01T13:00:20.408541", + "exception": false, + "start_time": "2022-03-01T13:00:20.337928", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/cosma/home/durham/dc-moor2/DESI\n", + "/cosma/home/durham\n" + ] + } + ], + "source": [ + "cwd = os.getcwd()\n", + "code_root = '/'.join(x for x in cwd.split('/')[:-2])\n", + "\n", + "sys.path.append(code_root)\n", + "\n", + "print(cwd)\n", + "print(code_root)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "dbd911e2", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:00:20.514498Z", + "iopub.status.busy": "2022-03-01T13:00:20.513357Z", + "iopub.status.idle": "2022-03-01T13:00:21.003280Z", + "shell.execute_reply": "2022-03-01T13:00:21.004197Z" + }, + "papermill": { + "duration": 0.553197, + "end_time": "2022-03-01T13:00:21.004508", + "exception": false, + "start_time": "2022-03-01T13:00:20.451311", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import pubplot\n", + "\n", + "from cosmo import cosmo, fsky\n", + "from cartesian import rotate\n", + "from findfile import findfile\n", + "from poisson import fillfactor_expectation, fillfactor_poisson" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "56a9af6f", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:00:21.236124Z", + "iopub.status.busy": "2022-03-01T13:00:21.235403Z", + "iopub.status.idle": "2022-03-01T13:00:21.238959Z", + "shell.execute_reply": "2022-03-01T13:00:21.238393Z" + }, + "papermill": { + "duration": 0.077608, + "end_time": "2022-03-01T13:00:21.239115", + "exception": false, + "start_time": "2022-03-01T13:00:21.161507", + "status": "completed" + }, + "tags": [ + "parameters" + ] + }, + "outputs": [], + "source": [ + "# update pytest\n", + "\n", + "survey = 'gama'\n", + "field = 'G9'\n", + "dryrun = False\n", + "realz = 0\n", + "version = 'latest'" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "a7301093", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:00:21.316246Z", + "iopub.status.busy": "2022-03-01T13:00:21.315756Z", + "iopub.status.idle": "2022-03-01T13:00:21.318846Z", + "shell.execute_reply": "2022-03-01T13:00:21.319215Z" + }, + "papermill": { + "duration": 0.040907, + "end_time": "2022-03-01T13:00:21.319340", + "exception": false, + "start_time": "2022-03-01T13:00:21.278433", + "status": "completed" + }, + "tags": [ + "injected-parameters" + ] + }, + "outputs": [], + "source": [ + "# Parameters\n", + "field = \"G12\"\n", + "survey = \"gama\"\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "d0fd39e6", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:00:21.379442Z", + "iopub.status.busy": "2022-03-01T13:00:21.379011Z", + "iopub.status.idle": "2022-03-01T13:00:21.382211Z", + "shell.execute_reply": "2022-03-01T13:00:21.382560Z" + }, + "papermill": { + "duration": 0.035734, + "end_time": "2022-03-01T13:00:21.382683", + "exception": false, + "start_time": "2022-03-01T13:00:21.346949", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "nbar = 2.\n", + "radius = 8." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "9b287a86", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:00:21.440778Z", + "iopub.status.busy": "2022-03-01T13:00:21.440339Z", + "iopub.status.idle": "2022-03-01T13:00:23.739189Z", + "shell.execute_reply": "2022-03-01T13:00:23.740048Z" + }, + "papermill": { + "duration": 2.33139, + "end_time": "2022-03-01T13:00:23.740323", + "exception": false, + "start_time": "2022-03-01T13:00:21.408933", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n" + ] + }, + { + "data": { + "text/plain": [ + "OrderedDict([('ZMIN', 0.039),\n", + " ('ZMAX', 0.263),\n", + " ('DZ', 0.0001),\n", + " ('NRAND', 10127636),\n", + " ('FIELD', 'G12'),\n", + " ('AREA', 60.0),\n", + " ('VOL', 2531908.950723488),\n", + " ('RAND_DENS', 4.00000007784879),\n", + " ('VOL8', 2144.660584850632),\n", + " ('NRAND8', 8578.642506361759),\n", + " ('NRAND8_PERR', 92.62096148476196),\n", + " ('EXTNAME', 'RANDOMS')])" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fpath = findfile(ftype='randoms', field=field, dryrun=dryrun, survey=survey, version=version)\n", + "rand = Table.read(fpath)\n", + "rand.meta" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "efc61629", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:00:23.844959Z", + "iopub.status.busy": "2022-03-01T13:00:23.844350Z", + "iopub.status.idle": "2022-03-01T13:00:23.847976Z", + "shell.execute_reply": "2022-03-01T13:00:23.848510Z" + }, + "papermill": { + "duration": 0.053824, + "end_time": "2022-03-01T13:00:23.848655", + "exception": false, + "start_time": "2022-03-01T13:00:23.794831", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "'/cosma/home/durham/dc-moor2/data/v4/randoms/randoms_G12_0.fits'" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fpath" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "f2231ede", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:00:23.920974Z", + "iopub.status.busy": "2022-03-01T13:00:23.920522Z", + "iopub.status.idle": "2022-03-01T13:00:26.601242Z", + "shell.execute_reply": "2022-03-01T13:00:26.602102Z" + }, + "papermill": { + "duration": 2.718658, + "end_time": "2022-03-01T13:00:26.602376", + "exception": false, + "start_time": "2022-03-01T13:00:23.883718", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "OrderedDict([('ZMIN', 0.039),\n", + " ('ZMAX', 0.263),\n", + " ('DZ', 0.0001),\n", + " ('NRAND', 10127636),\n", + " ('FIELD', 'G12'),\n", + " ('AREA', 60.0),\n", + " ('VOL', 2531908.950723488),\n", + " ('RAND_DENS', 4.00000007784879),\n", + " ('VOL8', 2144.660584850632),\n", + " ('NRAND8', 8578.642506361759),\n", + " ('NRAND8_PERR', 92.62096148476196),\n", + " ('EXTNAME', 'RANDOMS'),\n", + " ('RSPHERE', 8.0)])" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fpath = findfile(ftype='randoms_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", + "rand = Table.read(fpath)\n", + "rand.meta" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "7be42d53", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:00:26.708062Z", + "iopub.status.busy": "2022-03-01T13:00:26.707446Z", + "iopub.status.idle": "2022-03-01T13:00:30.430296Z", + "shell.execute_reply": "2022-03-01T13:00:30.430715Z" + }, + "papermill": { + "duration": 3.772748, + "end_time": "2022-03-01T13:00:30.431004", + "exception": false, + "start_time": "2022-03-01T13:00:26.658256", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "OrderedDict([('ZMIN', 0.039),\n", + " ('ZMAX', 0.263),\n", + " ('DZ', 0.0001),\n", + " ('NRAND', 10127636),\n", + " ('FIELD', 'G12'),\n", + " ('AREA', 60.0),\n", + " ('VOL', 2531908.950723488),\n", + " ('RAND_DENS', 4.00000007784879),\n", + " ('VOL8', 2144.660584850632),\n", + " ('NRAND8', 8578.642506361759),\n", + " ('NRAND8_PERR', 92.62096148476196),\n", + " ('EXTNAME', 'RANDOMS'),\n", + " ('RSPHERE', 8.0)])" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fpath = findfile(ftype='randoms_bd', field=field, dryrun=dryrun, survey=survey, version=version)\n", + "rand = Table.read(fpath)\n", + "rand.meta" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "56a9ff14", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:00:30.506456Z", + "iopub.status.busy": "2022-03-01T13:00:30.502433Z", + "iopub.status.idle": "2022-03-01T13:00:30.515511Z", + "shell.execute_reply": "2022-03-01T13:00:30.516362Z" + }, + "papermill": { + "duration": 0.053391, + "end_time": "2022-03-01T13:00:30.516618", + "exception": false, + "start_time": "2022-03-01T13:00:30.463227", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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coordinate'),\n", + " ('TUCD3', 'pos.eq.ra'),\n", + " ('TCOMM4', 'J2000 coordinate'),\n", + " ('TUCD4', 'pos.eq.dec'),\n", + " ('TCOMM5', '3-arcsec fiber magnitude'),\n", + " ('TUCD5', 'phot.mag;em.opt.R'),\n", + " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", + " ('TUCD6', 'phot.mag;em.opt.R'),\n", + " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD7', 'phot.mag;em.opt.U'),\n", + " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD8', 'phot.mag;em.opt.B'),\n", + " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD9', 'phot.mag;em.opt.R'),\n", + " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD10', 'phot.mag;em.opt.I'),\n", + " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD11', 'phot.mag;em.opt.I'),\n", + " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", + " ('TUCD12', 'meta.code;meta.dataset'),\n", + " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", + " 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'phot.mag;em.IR.K'),\n", + " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", + " ('TUCD23', 'phot.flux.density;em.radio'),\n", + " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", + " ('TUCD24', 'meta.code'),\n", + " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", + " ('TUCD25', 'meta.code'),\n", + " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", + " ('TUCD26', 'meta.code'),\n", + " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", + " ('TUCD27', 'meta.code.class'),\n", + " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", + " ('TUCD28', 'meta.code.class'),\n", + " ('TCOMM29', 'Priorities for targeting, see notes'),\n", + " ('TUCD29', 'meta.code.class'),\n", + " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", + " ('TUCD30', 'meta.code.class'),\n", + " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", + " ('TUCD31', 'meta.code.cross'),\n", + " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", + " ('TUCD32', 'meta.code'),\n", + " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", + " ('TUCD33', 'meta.code'),\n", + " ('TCOMM34', 'Visual classification, see notes'),\n", + " ('TUCD34', 'mata.code.qual'),\n", + " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", + " ('TUCD35', 'meta.id'),\n", + " ('DATE-HDU', '2015-09-04T13:22:37'),\n", + " ('STILVERS', '3.0-8'),\n", + " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", + " ('DMU', 'EqInputCat'),\n", + " ('NAME', 'TilingCat'),\n", + " ('VERSION', 'v46'),\n", + " ('DATE', '2015-05-22'),\n", + " ('CONTACT', 'Ivan Baldry '),\n", + " ('GOLD_NGAL', 113687),\n", + " ('DDP1_ZMIN', 0.0390699990093708),\n", + " ('DDP1_ZMAX', 0.2629899978637695),\n", + " ('DDP1_VZ', 7594754.153764196),\n", + " ('DDP1ZLIMS_NGAL', 113687),\n", + " ('DDP1_NGAL', 45293),\n", + " ('DDP1_DENS', 0.005963721679858641),\n", + " ('DDP2_ZMIN', 0.03914999961853027),\n", + " ('DDP2_ZMAX', 0.1937000006437302),\n", + " ('DDP2_VZ', 3156659.558717707),\n", + " ('DDP2ZLIMS_NGAL', 73942),\n", + " ('DDP2_NGAL', 33396),\n", + " ('DDP2_DENS', 0.01057953807776663),\n", + " ('DDP3_ZMIN', 0.03903000056743622),\n", + " ('DDP3_ZMAX', 0.1015800014138222),\n", + " ('DDP3_VZ', 457819.2340050841),\n", + " ('DDP3ZLIMS_NGAL', 18121),\n", + " ('DDP3_NGAL', 8842),\n", + " ('DDP3_DENS', 0.01931329953669401),\n", + " ('TMR_DDP1', '[-21.8, -20.1]'),\n", + " ('TMR_DDP2', '[-20.6, -19.3]'),\n", + " ('TMR_DDP3', '[-19.6, -17.8]'),\n", + " ('D80LIMS', '[-1.0, -0.75]'),\n", + " ('D81LIMS', '[-0.75, -0.55]'),\n", + " ('D82LIMS', '[-0.55, -0.4]'),\n", + " ('D83LIMS', '[-0.4, 0.0]'),\n", + " ('D84LIMS', '[0.0, 0.7]'),\n", + " ('D85LIMS', '[0.7, 1.6]'),\n", + " ('D86LIMS', '[1.6, 2.9]'),\n", + " ('D87LIMS', '[2.9, 4.0]'),\n", + " ('D88LIMS', '[4.0, 10000.0]'),\n", + " ('DDP1_d0_VOLFRAC', '1.977538e-01'),\n", + " ('DDP1_d0_TIERMEDd8', '-9.197605e-01'),\n", + " ('DDP1_d1_VOLFRAC', '8.530462e-02'),\n", + " ('DDP1_d1_TIERMEDd8', '-6.659750e-01'),\n", + " ('DDP1_d2_VOLFRAC', '6.812855e-02'),\n", + " ('DDP1_d2_TIERMEDd8', '-4.902682e-01'),\n", + " ('DDP1_d3_VOLFRAC', '1.283753e-01'),\n", + " ('DDP1_d3_TIERMEDd8', '-2.181489e-01'),\n", + " ('DDP1_d4_VOLFRAC', '1.355829e-01'),\n", + " ('DDP1_d4_TIERMEDd8', '2.509618e-01'),\n", + " ('DDP1_d5_VOLFRAC', '8.709331e-02'),\n", + " ('DDP1_d5_TIERMEDd8', '1.044885e+00'),\n", + " ('DDP1_d6_VOLFRAC', '4.939042e-02'),\n", + " ('DDP1_d6_TIERMEDd8', '2.049219e+00'),\n", + " ('DDP1_d7_VOLFRAC', '1.561786e-02'),\n", + " ('DDP1_d7_TIERMEDd8', '3.300181e+00'),\n", + " ('DDP1_d8_VOLFRAC', '9.553090e-03'),\n", + " ('DDP1_d8_TIERMEDd8', '4.629328e+00'),\n", + " ('comments',\n", + " ['Science targets and information for tiling and spectroscopic',\n", + " 'observation.'])])" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", + "\n", + "rand = Table.read(fpath)\n", + "rand.meta" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "a169c202", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:00:38.142261Z", + "iopub.status.busy": "2022-03-01T13:00:38.141754Z", + "iopub.status.idle": "2022-03-01T13:00:45.273883Z", + "shell.execute_reply": "2022-03-01T13:00:45.273185Z" + }, + "papermill": { + "duration": 7.167918, + "end_time": "2022-03-01T13:00:45.274058", + "exception": false, + "start_time": "2022-03-01T13:00:38.106140", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=BOUNDARY not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + } + ], + "source": [ + "# also tried ftype='randoms'\n", + "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", + "bound = Table.read(fpath, 'BOUNDARY')" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "4a59ef0b", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:00:45.371718Z", + "iopub.status.busy": "2022-03-01T13:00:45.368965Z", + "iopub.status.idle": "2022-03-01T13:00:50.447100Z", + "shell.execute_reply": "2022-03-01T13:00:50.447501Z" + }, + "papermill": { + "duration": 5.127021, + "end_time": "2022-03-01T13:00:50.447653", + "exception": false, + "start_time": "2022-03-01T13:00:45.320632", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'DEC [deg.]')" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "pl.plot(rand['RANDOM_RA'][::10], rand['RANDOM_DEC'][::10], marker=',', lw=0.0, c='k')\n", + "pl.plot(bound['RANDOM_RA'], bound['RANDOM_DEC'], marker=',', lw=0.0, c='cyan')\n", + "pl.xlabel('RA [deg.]')\n", + "pl.ylabel('DEC [deg.]')" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "2e6f064c", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:00:50.534375Z", + "iopub.status.busy": "2022-03-01T13:00:50.530611Z", + "iopub.status.idle": "2022-03-01T13:00:54.074173Z", + "shell.execute_reply": "2022-03-01T13:00:54.074544Z" + }, + "papermill": { + "duration": 3.59393, + "end_time": "2022-03-01T13:00:54.074690", + "exception": false, + "start_time": "2022-03-01T13:00:50.480760", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'V')" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "_ = pl.hist(rand['V'], bins=100, histtype='step', color='k')\n", + "_ = pl.hist(bound['V'], bins=100, histtype='step', color='c')\n", + "\n", + "#_ = pl.hist(rand['V'][rand['IS_BOUNDARY'].astype(bool)], bins=100, histtype='step', color='c')\n", + "\n", + "pl.xlabel('V')" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "5bd0dc34", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:00:54.177049Z", + "iopub.status.busy": "2022-03-01T13:00:54.168182Z", + "iopub.status.idle": "2022-03-01T13:00:56.182260Z", + "shell.execute_reply": "2022-03-01T13:00:56.182639Z" + }, + "papermill": { + "duration": 2.074449, + "end_time": "2022-03-01T13:00:56.182800", + "exception": false, + "start_time": "2022-03-01T13:00:54.108351", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.0, 0.6)" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "_ = pl.hist(rand['Z'], bins=100, histtype='step', color='k')\n", + "\n", + "pl.axvline(300. / 2.9979e5, lw=0.5, c='k')\n", + "\n", + "pl.yscale('log')\n", + "pl.xlabel('$z$')\n", + "\n", + "pl.xlim(0.0, 0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "af02e2ae", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:00:56.272059Z", + "iopub.status.busy": "2022-03-01T13:00:56.271494Z", + "iopub.status.idle": "2022-03-01T13:00:59.009331Z", + "shell.execute_reply": "2022-03-01T13:00:59.008872Z" + }, + "papermill": { + "duration": 2.791561, + "end_time": "2022-03-01T13:00:59.009450", + "exception": false, + "start_time": "2022-03-01T13:00:56.217889", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "pos = np.c_[rand['ROTCARTESIAN_X'], rand['ROTCARTESIAN_Y'], rand['ROTCARTESIAN_Z']]\n", + "pos_bound = np.c_[bound['ROTCARTESIAN_X'], bound['ROTCARTESIAN_Y'], bound['ROTCARTESIAN_Z']]" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "a4fcf255", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:00:59.109766Z", + "iopub.status.busy": "2022-03-01T13:00:59.108866Z", + "iopub.status.idle": "2022-03-01T13:00:59.584032Z", + "shell.execute_reply": "2022-03-01T13:00:59.584412Z" + }, + "papermill": { + "duration": 0.539783, + "end_time": "2022-03-01T13:00:59.584561", + "exception": false, + "start_time": "2022-03-01T13:00:59.044778", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, '$y$')" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(10,10))\n", + "ax = fig.add_subplot(projection='3d')\n", + "\n", + "ax.scatter(pos[::10, 0],\\\n", + " pos[::10, 1],\\\n", + " pos[::10, 2],\\\n", + " marker='.',\\\n", + " lw=0.0)\n", + "\n", + "ax.set_xlim(0.0, 1000.)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "a3af928e", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:01:09.151062Z", + "iopub.status.busy": "2022-03-01T13:01:09.141521Z", + "iopub.status.idle": "2022-03-01T13:01:15.622747Z", + "shell.execute_reply": "2022-03-01T13:01:15.623597Z" + }, + "papermill": { + "duration": 6.57338, + "end_time": "2022-03-01T13:01:15.623884", + "exception": false, + "start_time": "2022-03-01T13:01:09.050504", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.0, 1000.0)" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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'ROTCARTESIAN_Y',\n", + " 'ROTCARTESIAN_Z',\n", + " 'RAND_N8',\n", + " 'FILLFACTOR',\n", + " 'BOUND_DIST',\n", + " 'BOUNDID',\n", + " 'FILLFACTOR_POISSON',\n", + " 'DDP1_N8',\n", + " 'DDP2_N8',\n", + " 'DDP3_N8',\n", + " 'IN_DDP1',\n", + " 'IN_DDP2',\n", + " 'IN_DDP3',\n", + " 'DDP1_DELTA8',\n", + " 'DDP2_DELTA8',\n", + " 'DDP3_DELTA8',\n", + " 'DDP1_DELTA8_TIER')" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rand.dtype.names" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "85da98af", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:01:16.610249Z", + "iopub.status.busy": "2022-03-01T13:01:16.609821Z", + "iopub.status.idle": "2022-03-01T13:01:16.962424Z", + "shell.execute_reply": "2022-03-01T13:01:16.963203Z" + }, + "papermill": { + "duration": 0.40477, + "end_time": "2022-03-01T13:01:16.963457", + "exception": false, + "start_time": "2022-03-01T13:01:16.558687", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(1095, 9012)" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rand['RAND_N8'].data.min(), rand['RAND_N8'].data.max()" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "6d2d1324", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:01:17.147932Z", + "iopub.status.busy": "2022-03-01T13:01:17.124211Z", + "iopub.status.idle": "2022-03-01T13:01:18.476209Z", + "shell.execute_reply": "2022-03-01T13:01:18.477174Z" + }, + "papermill": { + "duration": 1.434805, + "end_time": "2022-03-01T13:01:18.477551", + "exception": false, + "start_time": "2022-03-01T13:01:17.042746", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(50.0, 2500.0)" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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kzc7wjK3zb18x4Ppu/MSxydefnXeETpwe0eWnHSVJmjl1go4+dFKy/I7L5idff/9vT8q57qXiVzsRAA5QlTc+qE1ZDoIb9stnN2n33i598Zctg1KPOR+YpMULZiXvwfruxXOTwSVJj19/lo6fdvCgbKuUCC8AGAQ9Jm0NPfQxG3c+s1Hf/P2LveY99sq2gurx0yvjYw3OmDpBG265oKB1HciG5LShc65WUrukqCSZWcNQbBdA+bq9aZ1ub1qvR7+2QLMqJg7KOn/4+KuqmDhWF598ZHJex9t79aVftqjxS6fnvL7Gls3aEntPj67Zpn3dpoYr5uuIyQfJzDTzxj/0Wf74bz2sd9/vTruuUSOcuoL7u8JuOH+OrjpjpkY4px6zXkM4DdUNw6VQ9PByzi2R9JyZNSamnXOLEtMABl/DijYd/YFJOnvOoaWuSlqLfvS0Jo0bpZ///Slpy2/87QtafGalnmrbrpt+96Jav3Werm9s1dSJY3XFR47ScR88WLc3rZcknfvdJyVJG2/9ZFbbfurV7brsJys1ZcIYtdy8UFJ86KVv/2GNXn4jPj7gwy9t1W2LPqwpE8fq2nueV/OmnVqxrkM1dzXry2fN1jXnHp2s569XvabrzztGktTW8Y4uaXhWD//Tx3TsYQfr+4+u0+ud7yW3fcaSx1U5dYLat6c/vdhfcEnSX/7lPH3l7tXauONd3ffVj2pkEEwHjRlZ1iHVH2fWN8kHdQPO7TSzyaHpakl1ZrYw0/uqqqqsubm5qHUDSu2Wh9boqjNm6tBJ4wpaz/2tWzRp3CgdOXm8/vjyNi19eK3mHhnRfV/5qCSpZdNOrXljlz4XuvbRsqlTa7fu1t+dOl3feWStLj11ug6PjNfWt/bozmc2qvbjx/a3OTWsaNOZx1To2MOyu3Zyz6rXNHPqBJ1aOUWNLZt1/bL42Hsv/uv5eurV7br2nuf1mbnTtHbbbkXGj9aT6zq05LMnqO43L6Rd35Wnz9Avnt7Ya95lp07XS1t26e09+9TW8Y5OmRnV3n3dGjHCqafH1Lr5rT7rufXCEzT/qMla+L30nSAuqTpS9za/3mf+tEPGaUuOpwhz1fLNao0dPVI3LGvVQy9u1cZbP6k9+7rV3WOacIDfg5XgnGsxs6qirLuY4eWcmyfp0ZTwmiepxcwyflUgvDDU7l65SQuOqdARkw+SFD9d9EDrFv3DGTMHfO9dz2zUYYeMV1d3jzbseEeXn3aUJo0brZ4e0w8ef1WLF1Sq7c131NaxW+NGj9SUiWM0b/rk5CMqFi+o1CHjR2vVhk4dFT1Ip1ZO0QUnfFCS9IPH1mvG1Ana+c77+vlTG9V03QI9t7FTe7p6tHbrLjW2bNa6bbslSR87eqr+tH67JGnukRHVfXyONne+p9rfxB/3/sUFs/TjJ9t61f0/r6jS1XfGP2uTxo1SdMIYbdrxrhoun6/7W7doxboO3XjBcbr0lOla88Yufb9pvR4Oxth79GsLdO53n9TfnHS4DhozUn9av137uns0cewovbO3S1895+jkjbVS70Ff0dvdXzhVl/1kZXI60ZLc192jHbvf12GHFPYFpxR8Dq9qSfVmNis0r1JSm6TJZhbr773TZv+VXfWde4tWNyDVXc9u0tSJY/SJD8VD47mNnXpl69u9emplem/YucceqmmR8eo2069WvqYLTzpcv33+/3otc/lpR/V5X2p5unVfesr0XiOID5V09R07aoT2dvUMeV2GWmXFBLV39D3Vd9L0SK8HP4YddvA4bd0Vb53deuEJ+vpvX0iu61ufOl5PrO3QL57eqFU3nat1W3frjKOn6rZHXtEPH29Lnnb0nc/htUjSkpTwikjaKWmWmbWnLF8jqSaYnCNpbdEq55+pkraXuhKeYF/lhv2VG/ZX9uaY2aSBF8tdsU+cxhT0MAxJTHemLhz0QqQnYhrOueZifYMpN+yr3LC/csP+yp5zrmjXfop9n1enpEjKvIgkZTplCABAJkUNLzNbrXjrKywqqamY2wUAlLehGGGjIbj2lbBQUv0QbLfccDo1e+yr3LC/csP+yl7R9lXR7/OSeo2wUSkpxggbAIBCDEl4AfkKWu0nm1ldmrKMw44VWu6b/vZVML9SUqPi16FrJDWGe/sOt30F//lxm3aZ4qDSv+AewXmKn2ZuT1OecdixQst9MtC+UvxvY0nwE5N0dcrf2LDZV2HBZ0eSTlb891uappwvR4FM+6skxzIz46dEP8F/sAU/OyUtSilfEp6X63Q5/AS/U32a+TtTpqslLR+sch9/MuyrGsV7+Vb2877huK/qU6ZbJNWm7Mu8P3vl9tnMYn8N+bGMR6KU3mTFb9iebH2/ydakzFsuaXEO5WUpGGIsVafiB9WCy8uRmcUsZVAAaXjuq2CghFjK7Hrl9tkaNp/NLPeXNMTHMsKrxDio5CWqvje5x6TkB63Q8rLjnKtxzi0K/q0NFQ3HfRWVVBsMVRdWKfHlKI2M+ythqI9lXPMqsWBIrE7F/0Aitv88ckEHFSvvm8AjaeYl9kV0EMpjedfswNQkqTPxN+Gcq3fO1Vj8mkIkzfJlva/MrN05Nz/lQLtQ++8/LeqXI98+m1nsL0lDfywjvEqLg0p+Yso87Fih5WUlzbfh5YpfU2jQMN1XFh9AQVLyAFotaX4wK5LmLcP6y9EA+0sqwbGM04YlZGbtKd8qlktKdHOOaRgeVLI00LBjhZaXDedcxDlnKaf4Ytp/yod9JS2TdG4o5GPiy1EmqfurJMcywqtEOKjkzwYYdqzQ8jJUl/I3USlptcS+Cm4DqAu3LMSXo36l21+lOpYRXqXFQSV/Aw07Vmh5Wejnw3+RpFtC08NyXwW/0/LEgTjRcYAvR+n1t78CQ34sI7xKhINKZs65eUGvuEWSLnbO1YY/LBYfRaIy6EFXK6kt3NW20HKfDLSvFP87qQ16GibuBRuW+yohuLE7Kqk5aDlUSroktAhfjkIy7a9SHcsYHqqEgmZ2jeLfOmYpNIpBaJmM40IOVA6gN7f/gbipGs3sotByBX32yuWzmc3+KsWxjPACAHiH04YAAO8QXgAA7xBeAADvEF4AAO8QXgAA7xBeAADvEF5AEQU3By8Phs9p6WeZRPlO55y3N7ICQ4n7vIAiC0a7uFHxETDmp4yjl1hmmaSrfR/7DhgqtLyA4quWdHXwur+nwz5HcAHZI7yAIRAEU4PiQ+j00s9j1gFkQHgBQ6deSj5xNqxano84Dgw1wgsoouB6V/jREO3qe+qwMs3TjgFkQHgBxVUlqTk0XS9pXvBICQB5IryA4oqkdMRIPOZhscT1LiBfo0pdAWA4MbOYc65R8Y4bdYq3zHpd7wpONVYp/nj0SsWfm8RpRSCE8AKKJDg1mC506iUtCp4cW2lmqZ01qs1saWg99eq/iz0wLHHaECietL0Ig7CKqf9AWhycTgTQD8ILKJ7U611hDYqHWzpLJG1wztUE3errilE5wGecNgSKIGg5zcqwyC2SapW+ZdYQvD/RMku01AAEaHkBgywYp3CDpBrn3LJ0pwATI270M85hrZktNbP5il8fW17kKgPeYWBe4ADinKuWktfFEvOWSLo3XdABwxUtL+DA0ilpXupMggvojZYXcIAJutBHg8mIpCbCC+iN8AIAeIfThgAA7xBeAADvEF4AAO8QXgAA7xBeAADvEF4AAO8QXgAA7/w/4y5UvTMrbmgAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "_ = pl.hist(rand['RAND_N8'], bins=np.arange(0, 3500, 1), histtype='step')\n", + "\n", + "pl.axvline(rand.meta['NRAND8'], c='k', lw=0.5)\n", + "\n", + "pl.xlabel(r'$N_8$')\n", + "pl.xlim(50., 2500.)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "3b9fa76c", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:01:18.626320Z", + "iopub.status.busy": "2022-03-01T13:01:18.625282Z", + "iopub.status.idle": "2022-03-01T13:01:18.628493Z", + "shell.execute_reply": "2022-03-01T13:01:18.627517Z" + }, + "papermill": { + "duration": 0.067317, + "end_time": "2022-03-01T13:01:18.628695", + "exception": false, + "start_time": "2022-03-01T13:01:18.561378", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "# 100. * np.sqrt(rand.meta['NRAND8']) / rand.meta['NRAND8']" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "f18ed860", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:01:18.830558Z", + "iopub.status.busy": "2022-03-01T13:01:18.829788Z", + "iopub.status.idle": "2022-03-01T13:01:53.128018Z", + "shell.execute_reply": "2022-03-01T13:01:53.128370Z" + }, + "papermill": { + "duration": 34.423297, + "end_time": "2022-03-01T13:01:53.128504", + "exception": false, + "start_time": "2022-03-01T13:01:18.705207", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#isin = rand['IS_BOUNDARY'].astype(bool)\n", + "\n", + "pl.scatter(pos_bound[:,0], pos_bound[:,1], lw=0.0, c=bound['V'], s=2)\n", + "pl.xlabel('$x$')\n", + "pl.ylabel('$y$')\n", + "pl.colorbar(label='V')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "3079cd07", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:01:53.271246Z", + "iopub.status.busy": "2022-03-01T13:01:53.267735Z", + "iopub.status.idle": "2022-03-01T13:02:29.397082Z", + "shell.execute_reply": "2022-03-01T13:02:29.397566Z" + }, + "papermill": { + "duration": 36.226274, + "end_time": "2022-03-01T13:02:29.397749", + "exception": false, + "start_time": "2022-03-01T13:01:53.171475", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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+ "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", + "\n", + "pl.scatter(pos[:,1], pos[:,2], lw=0.0, c=rand['BOUND_DIST'], s=2, vmin=0., vmax=70.)\n", + "pl.xlabel('$y$')\n", + "pl.ylabel('$z$')\n", + "pl.colorbar(label='BOUNDARY DISTANCE')" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "475c195e", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:03:07.199222Z", + "iopub.status.busy": "2022-03-01T13:03:07.198118Z", + "iopub.status.idle": "2022-03-01T13:03:41.345419Z", + "shell.execute_reply": "2022-03-01T13:03:41.345933Z" + }, + "papermill": { + "duration": 34.414238, + "end_time": "2022-03-01T13:03:41.346108", + "exception": false, + "start_time": "2022-03-01T13:03:06.931870", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#isin = rand['IS_BOUNDARY'].astype(bool)\n", + "pl.scatter(pos_bound[:,0], pos_bound[:,1], lw=0.0, c=bound['RAND_N8'], vmin=0, vmax=1500, s=2)\n", + "pl.xlabel('$x$')\n", + "pl.ylabel('$y$')\n", + "pl.colorbar(label=r'$N_8$')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ebd53b17", + "metadata": { + "papermill": { + "duration": 0.056533, + "end_time": "2022-03-01T13:03:41.470764", + "exception": false, + "start_time": "2022-03-01T13:03:41.414231", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "91ab6e29", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:03:41.701257Z", + "iopub.status.busy": "2022-03-01T13:03:41.649892Z", + "iopub.status.idle": "2022-03-01T13:03:46.249653Z", + "shell.execute_reply": "2022-03-01T13:03:46.249276Z" + }, + "papermill": { + "duration": 4.678343, + "end_time": "2022-03-01T13:03:46.249768", + "exception": false, + "start_time": "2022-03-01T13:03:41.571425", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.2, 1.2)" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "def theory_ff(bound_dist, radius):\n", + " d = bound_dist\n", + " r = radius\n", + " sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", + " \n", + " return sphere_cap_vol\n", + "\n", + "d = np.arange(0., 16., 0.1)\n", + "r = np.ones_like(d) * 8 # Mpc/h\n", + "sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", + "\n", + "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", + "\n", + "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", + "pl.plot(8. - d, sphere_cap_vol)\n", + "pl.plot(8. - d, theory_ff(d, 8))\n", + "\n", + "\n", + "pl.xlabel('BOUNDARY DISTANCE [$h^{-1}$Mpc]')\n", + "pl.ylabel(r'Random $N_8 \\ / \\ \\langle N_8 \\rangle$')\n", + "\n", + "pl.axhline(1.00, c='k', lw=0.5)\n", + "pl.axvline(8.00, c='k', lw=0.5)\n", + "\n", + "pl.ylim(0.2, 1.2)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "e07a3382", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:03:46.364892Z", + "iopub.status.busy": "2022-03-01T13:03:46.364422Z", + "iopub.status.idle": "2022-03-01T13:03:50.355990Z", + "shell.execute_reply": "2022-03-01T13:03:50.356704Z" + }, + "papermill": { + "duration": 4.054726, + "end_time": "2022-03-01T13:03:50.356956", + "exception": false, + "start_time": "2022-03-01T13:03:46.302230", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/cosma/home/durham/dc-moor2/DESI/poisson.py:21: RuntimeWarning: invalid value encountered in sqrt\n", + " a = np.sqrt(2 * h * radius - h * h)\n" + ] + }, + { + "data": { + "text/plain": [ + "(0.2, 1.2)" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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lSpqamqipqYk/Z9m4RhhbZ72+1A09p/L/JpRSOdNgpsqWUyqrXfYhRtdeBUD/hRChZ7/p7lMzBqbVWh/zy/2GI6FIMFuyZAmTJ08e3E7mJRKT0ahVjUqVIg1mqiwFAgE+97nPUVHjo3b5ve760C+/jrl4wV2e4498xDvPDXDFU8u4Zs0aVq5cSTAYJBgMJr6Yt6pR+5opVZJyymZUqlj27t3L008/jf+OP6aishqAS6eP0vPbXVH7JWovu+aaa7j77rsJBoPJS2agJTOlyoCWzFTZCQaDbNy4kdH+aYxfeKe7/tzP/m3QhJuJ2svWrctgInRNz1eq5CUMZiJyu4h8WkRqh/KGlErlhRdeoLOzk/pV/9VNxe89cpC+zn2D9m2uj3zED52LBDO/3x8/4SMeZ5JOgHNHsrpnpVRhJQxmdofow8BX7PEYH9LApootHA7zxS9+kbHTrqfmmsgULaGf/Wvc/Wf5Ih/xw+estHq/38/cuXNpbGxML6DVz4i8PndU0/OVKkGpBhp+yhiz1hhzJ3AO2KmBTRVTR0cHu3btwveeB911Pa/8lEvvxK/+iwpmdibj/fffz4IFC2hvb48MKpxMTQOMGWe9vtQNveeyvn+lVGFkM9DwWkCwAtv2ZCPoK5VP4XCY+++/n6rmpVRNvRYAc+UyoV98Le7+owSm10VGyz8SGuC6665jzhyrDaylpSW9kplITOnsSNbvQSlVGBkngBhjzhtjnrAD23pgtoj82A5sOU/kqVQiHR0dvP766/hufsBd1/3i0/R3nY67//Q6cUfLf7vbGi1/3LhxLFu2zA1i6bebzYy8Dh1NuJtSqjhyHWj4PPA48LiIzALWiMgWYC+wwxjzk3TOIyIbgU7Ab593W4r913sWfcaYLdncvyov69ato3ruCsZOtkpWA5cv0vXrHQn3j24vs6oYN2zYAJB4xI9EfDHtZkqpkpK31Hx7Is/HjTFLgS3AHd45zxIdJyKbgU5jzE47iM0WkTVJ9t9ojNnm/AF228FQDWN79uzhzTcP4bv5I+667gM/oP9C4varWfXR7WU33HADPp+P6dOnEwgEMrsBbzWjlsyUKjkF6WdmB7ZH7cC2DfgvIrI9we7rjTE7Pcu7gA1JTh/VQcgY0w4sy+mGVUkLh8Ns376dmpabqJw4E4CBS710/Xpn0uOikz8Ms2fPxufzZV4qAy2ZKVXiCt5p2hhzwA5sg3qpikhrnEPOAm1JTnlWRNy6JbvKMVGgVMNAMBjkia/8C76bPuyu6973fxno7Up6nLeP2eFzA1RVVTF37lyA1KN+xNIEEKVKWrFHAPFjBS+vEICI+BIcswFoFZFzdvXi2ZiSnRpmHnzwQcZd9x7GNEwHYODiBbr2/kfK42b5IpmMFf6ZfPzjHyccDicfhzERb8ns/DEYGDzJp1KqeIodzHxx1jnBzR/vAGNMJ7AVK2FkM0mqGEVkvd1ut+/06fgZb6q0hcNhfvrzX1C38n53Xdfe/2Sgryflsd42sxvffz99fX3U1NSkn5LvNXa81d8MoP8SdJ/I7HilVEEVO5iFGBy0nOXYEhsAIrIVaDfGLAHuA9Z7qx297CSRpcaYpRMnTszTLauhEg6H2bhxI+OuXcWY+ikA9Pd207X3uymPrR4Nk8dbH+8rA4YzV6pZuHChe96s+DQJRKlSVexgdpbBpTMfgDEmFLuz08ZmjNlt/70TWAIkzH5U5aumpoZ/+ucvUbfiPndd997/xFxKHYxmepI/TvaO4cabbnbbyWpqarILaLHDWimlSkZRg5mdiRiKWe0Hdic4xA9EjVtkVztqm9kw9M///M/UXLMiuq2s/ftpHTvDE8wuVlkTd+7Zs8cNYhlXM8LgdjOlVMkodskMYFtMv7LVWG1iAIhIs7PdLpFFtZHZiSKdQ3Cfaoh99rOfpW5FJAm2e//3oybeTGZ6bST5o/KqOaxcuZL6+vrMsxi96qZFXp9/K/vzKKXyrmCTc4rIImPMi6n2M8ZsEpGNdsBqBg7FZCe2YbWNOes22R2tD3nPkb87V6Xgueee43LjNVROagZg4FIfXftSt5U5muoiv9Mamm+go6ODlpaW3G5Kg5lSJSvnYGYPY7UJMPbfDcCPsQYiXgdsTxXUkg1HZY/ysc2z3GlfRw1jf/TQQ9Td+JC73HPwRyn7lXl5S2b946cQDodzq2IEqJ0aed11PLtzKKUKIh8ls3uNMY8AiMjDWIMPbzHGPGGv+zTwYh6uo0aI5557jqPhSiZNtUpS5splun7znYzO4S2ZhQbG09LSQjAYzD6QweCSmTHWiPpKqaLLR5vZ4dgVTiCznc/DNdQI4Uy+WetpK+t5aRf9PXF7aiQ03RPMTl8aC+BOxpl1an51PYyxg+GlHugLZXcepVTe5SOY+QFEpA6rE3Ps0FI6La/KyHefe4nqmVafMDPQT9cLT2V0vBBdzVhRPz1qypesS2ciMaUzrWpUqlTkI5jtE5HPAPuBTcaYvxWRz4jIbXYVY2Y/qdWI9rnPfY665fe6yxde+RlXzr+T0TkmjhPGjraCWf+YCQyMznDusmS87WaaBKJUyUgZzETkS8m22wMJP26MmeNULxpjHsf6gbzHGJNZY4ca0f7hq9upnrvcXe56IfMuhE2e2aWNHXyCwSDBYDAqESQr3pJZlwYzpUpFOgkga+05xLozObExZk+W96RGqL//+7+n9l0fQsT6jRV+8zdcPpN55+TptZHfaH1jG9yU/LyUzDQ9X6mSlE41Yz3wFRH5tIg8JCIzC3xPaoT673/xV4yff7u7nGkGo+P6abXu67FXWbNSe0tjeSuZaZuZUiUjnZLZbmcuMjvJo01E7sNK7AjZ248U7A7ViBAIBJjQehcyuhKAiyde5+Kxl7M617JrrgasmaRPXRzD1Jikj5xKaNpmplRJShnMjDF3eF6fB9zUMju4LY0ZjmqXMeZgXu9SDWvhcJh5199A40cjzbPZlsoAll0zGc5ZwUzqprvtZDllMjrqpkdea5uZUiUjp2xGY8x5u23sMHAHsAVoT5U0opRXMBhkzDU3M6raqh68HDpJ+LVfZXWuRYsWMX4g0rVxlH8GNTU1uY3J6FXnHQXkbRjoz895lVI5yTqYichMEXlMRM4ATwJLsYKZ3xjzsXzdoBr+/r+//yITlv2+u9y99z/BZDeT86xZs6i+FOkNMmluK4BbMsvZmOrIJJ0DV6DnVO7nVErlLONgZieB7MUa6HcTsAe4wxjjN8Y8aldFKpWWYDDIE0//hjG+yQD093bR89KurM934/JljOoNAmAQwqN9QJ4yGR2a0ahUyUkrmInIIhH5koj0Yw36Ww88CtQbY9ZqGr7K1o9+9Ay177rHXe4+8EPM5YtZnWvmzJm0zp2M2IPOmPGTqJlQB+SYwRirVvuaKVVqUiaA2KWwVqxO0NuArcaYA4W+MTUyPPTnm5n84ccAMFcu0b0/vck34/H5fEybEFnuHzelMBP2aclMqZKTzv/1JVhzifmMMY9oIFP58oMf/IBaT1tZz8t7GAiHsj7fww8/zJSaSEKG+KYRDAZzuMMEvEkg2tdMqZKQVj8z4AvABhFxBg1uB/YZY+JOMCUitYm2KeX4s7/8G6pXP+oud+39z6zPdd1111FXV0fvOy/hFM5M7VQ3i7FwbWaZj1CilMq/dILZLrs05pbIRGQxsE5EfFidpzuxOk87AewJYF3siZRyBINBgv751NpDV/Ue2seVs9mXcpYvX87MmTOpP/2Cu25Mw8xcbzO+qDYzLZkpVQrS6TT9eJx1scFtFlZwqwPmAGtij1HK61++9i3GL2hzl7v2fTen81111VVMnz6dKx2HGWOvu1g1kbFYgTNv/cxA28yUKkF5aR83xhw2xjxhjPlbrCxHTc9XSf31t/ZQMdaq+rsUDNB3JPum2KqqKtauXcuxY8cYE470+xo7sRkgv4EMYMJkkFHW6wun4XJffs+vlMpY3pO9jDEhrHY2peLatXs3E5Z8wF3u3v+9nM63YsUKzp07x+LFixntCWbhMX7r73ym5QNUjILxkyLLPSfze36lVMYKkrlsjFlbiPOq4eGDH/sLxtRPAaC/t5sLr/wkp/PddtttzJ07l3DXOei1Rv8wFaOpaWwiEAhEJX/kLbDVTom87jqRn3MqpbJWkGCmVCLPPfccE5Z80F3uOfhM1p2kwWormzVrFgDn3+pw18v4yYT7+twqRieI5S2rcYInmHW/nZ9zKqWypsFMDam//N9fpnrmQgDMQD/d7T/I6Xy33347M2fOpKmpiameDtPUTnFHyc/buIxetVdHXmvJTKmi02CmhkwgEOBgb727HH79V/R3n87pnH6/n3nz5hEIBKi6dC6ywS455b29LOb8AHRrMFOq2DSYqSHzjZ3fZfz1t7rL3Tmm4zc3N/O+973PLXVdOnM0srH26vzNYRZPVMlMqxmVKjYNZmpIhMNhNu98Nnom6eMdKY5KrqGhgSlTprhJHv3nPKNxeEtOhaAlM6VKigYzNSTOd/cwYfFd7nL3vv+b8zlvuukmmpqaaGlpIRgMMuAdJ7H2are9rCC8JTMNZkoVnQYzNSTe8wd/xugJ1qSWV3rOcqHj2ZzOd9VVV3Hvvfe6waqlpYWqy4PbzApSxeg5P2AlgBiTeF+lVMEVJJiJyEOFOK8qT8FgkK5Jre5yz4EfWrM052D58uX09fW5wSoQCCCeElLvmPpEh+bH2PEwttZ63X8Res8l318pVVDpDDQcl4gsApYm2LwJ+Eq251bDy2ce+wfGTn0XAObKZbpffDrnc773ve9l7ty5bjALnj7F9J533O3VVzXnfI2UJkyBi/bY2l1vQ42/8NdUSsWVVTATkc8AG7CmgolH/1crwEr8+N6rIcbfYC1feO1ZBsK5D925du1aAoEAjY2NBINBWpquQgYuWxur6qCyQNWLXhMmQ/A163X3CZg8v/DXVErFlXXJzBgzJ9E2EflCtudVw8uht05Sc+0qd7m7PfuZpB1z5szh4MGDrFixgpqaGgKBAJPMOzjha2D85KFpDNb0fKVKRrbBrDPZRmPMo8m2xxKRjfY5/fbx21Ls7wPWe47ZZ4xJVEpURfSBT/wNFYs+BMDFk29y6e3Xcj7n/fffz9SpU91+ZC0tLfDaEXd7hXcm6ELS9HylSkahEkBuy2DfzUCnMWanHcRmi0jC+dDsQLbHGLPFGLPTXv3ZnG5YFUT/gOHyjHe7y7kOXeW48847AdzU+3A4TM+J193tfZVDVMutJTOlSkZWJTNjzFN2wGrGKh2d9Wz2YyWApDsU+npjzCbP8i77+J0J9t8MbPXcyzYReTLde1dDZ82f/A/G1FvBrL+3m/Crv8j5nDfffDPz5s1zS2XO35cvRj6Co3zTkpwhj7RkplTJyDYB5F5gB4mrG2eleZ7WOKvPAm1x1jvWA7O9K+w51FSJ+dWp0VTbg//2/PbHmCvZj47vuPHGG6MSP8BKMvF55hQb0zAj5+ukpVaDmVKlIts2s9XGmIRVlCLy5TTP4ye6VAcQss/hiw1SIuLkWzfbgdAP+IwxW9K8nhoiW7/5Haqard8qxgxYfctyVFFRQVNTE42Nje6Yi07pTHo8wWTC1YlPkk8TdOR8pUpFtm1mu1Js35Riu8MXZ50T3OI1fLidhzxtbE672yAisl5E9onIvtOncxudXWXmr775E0Ssj1dv536unH8nxRGpLVmyhLvvvps33ngjqrN0MBhk1IXIDNNRJaZCGn8VyCjrdTgIeSh5KqWyU6gM5rSqGbFKYbFBy1mOLbF51+3zrNsNbIx3cmPMNmPMUmPM0okTJ6Z5SypXL778O0Zdc7O7nI90fIA//dM/JRwOs3ChNR9aOBymqanJ2uhNwBiqklnFKBg/KbLcfTLxvkqpgsoqmDkJICKySERqvdvs5XSzC88yuHTms68RirN/Z5xtIfu6sedRRfKZf9zOqKrxAFw+9zZ9nfnpNVFVVQXgZjA6VYxNUyZCX8jaqWIM1DTk5Xpp0XYzpUpCtgkg/YB4lr2jrAqQ1qirxph2EQnFrPZjlbbi7R8SkZCINBtjnOQTn7MtrZtXBXXhwgVeudhApb3cfeBp0vw4JDVnzhwmT57sJn40Nja6284efSVSvJ8wBSqGcPzsqAGHNT1fqWLJ9n/9AaDeGFNh/xnl+VMBPJXBubbF9CtbjSf1XkSaY7Y/RnS24zrSb6NTBfalHc9QOclKNh243MeFl1I1r6bn5ptvprq6Ghg8Er5/dF9kYajayxyanq9UScg2mD1sjEk2wF7awcXuY9YsImvskUAOeTpDgxW4Nnj23wL4RGSjvf8ZzWYsHZu/87z7+sLvfs5AX09ezjtt2jSamprcUplTxRgIBLgYPBLZsdCTcsaq1ZKZUqUg207TB8BtH2sj0nl6tzGmyxhzOMPzJQxGdsbitph1GrxKUOBUiJp5K93lfI34UVVVxYwZMwgEArS0tLhzmNXU1NDU1MTYA89Edq4douQPx4TYSTqbhvb6Sikgh2xGEXkYOAL8OXCH/fc5Efl0fm5NlZtPfPHfkVFjAOg7/iqXTyUdwjNtt956K4sXL6axsZGOjg6AqASQ6EzGYpbMtJpRqWLJKpjZI4D4jDF+O/X9DvvvUdZmuSe/t6lKXVdPD/tC1e5y9/78pOMDLF261E3Bb2lpoaamhsbGRsLhsJUI4g1mRS+ZKaWKIduSmd8Y83i8Dfb62fG2qeHryWc7GD3ByjDsv3CO8OvP5eW806ZN46GHoicuDwaDbntZOByODiLFLJl1nwCTe+amUipz2QazMym26xzyI8zf7HjWfd1z8Bnov5KX8956660Eg0Fee+01d/iqpqYmt3QGMHD+eOSAoc5mHDsBKu0BKK/0WX+UUkMu65JZiu31WZ5XlaFfvPg6AxPnAmAG+ul+8Ud5O/eqVatobW2loWFwR+jGxkZqqqqo8A5lNdQlM4gOoBe7h/76Sqmsg9lhEXlMRCZ4V4pIrYh8Cdif+62pcvEPT7/ovu598zf0dwfzct7Kykp8Ph/BYNAtjQUCAXc8xmAwCBdOw4BdCqyuhzHVyU9aCN4AejE/XRGUUpnJNjV/j4jUA0dF5AzWkFI+7LnMjDHpzmWmytyFi1d44RRUjLWW8zUOI8BHPvIRZs2a5abiBwIBNxHEqWLs7XweN3wN1ZiMsbzB7JKWzJQqhmyngMHu2LxTRG4n0s9sX4rO1GqYefI3h6kYOw6Ay2feou/ob/N+jcbGRgKBwKCRPwAqvIP7DnV7WbzrajWjUkWRdTBzGGP2AHu860TkHmPMd3I9typtxhj+93f3wug6ALoP/JB8jMMIUFtby1133RWVgu/0K3PGZ6ypqaHmkmdyhWK0l0F0iVCDmVJFkTKYicjMDM/pAzYDGsyGuX1Hz9FjB7KBS330vLwnxRHpmzdvHsuWLXMzGL2DC7v9yyA6LX+o+5i519U2M6WKLWkwE5FZwCGsVPvYdPtZQGyVos/+W1PzR4CvP3/UfX3hdz/DXLyQt3M/+OCD7N27l1mzZrntZG5pzFvd2FXEPmbudT1BVNvMlCqKVCWzs8BOY8xa70oRWYzVcXrQT3G7DS3exJpqGDndfZHvH3wLJyG2+0B+xmF0LFy4kOrqapqamgZVLXqHsqrpLuLoH+51tWSmVLElTc23kzkejrNpVrxAZh+zh/RnmlZlavveAAP2x6fvrd9x+VRGY0sn1draSigU4sSJE1b6vc1pP3PU1NTElMwm5+0eMjLuKhD7v9LlC3DlUnHuQ6kRLGU/syyzE0NZHKPKxJX+Ab75QsBd7jnww7yef8mSJUyZMoXly5e7VYrO8FWDeEtmxUrNHzUaxk+KLPecTLyvUqogsu00nWrsxdYsz6vKwJ6OU5w4bw3b1H8hxIXXnk1xRGY++MEP0tLSEr8k5vmbS2Hos39rVYyBmsGjhAyZCTp6vlLFlG0w2y0iz4jIQntOMwBEZJGIbAfa83N7qhR5Ez96fvvjvI3DCNbAwrNnzyYYDNLR0eFmLTpjMkYFuNgBhiuyntEod972um6dpFOpoZbV/357cs7Hgaew5jDrF5F+rP5m23UEkOHr0Okenn3TaseyxmF8Oq/nv/XWW92SlzMRp5uGb3NLZlFp+UXKZHQ47XWjxsLl3uLei1IjUNY/ZY0xu40xc4C5WJNzzjHGNGhn6eHtG7+OlMp6D+2lv+t0Xs+/atUqIDLqRzgcpqOjww1g3oSQkkj+cNz2Ofjscbj5U7Dow8W9F6VGoJzrZYwxncaYPcYYN51NRG7L9byq9IQvXWHn/rfc5YpD+W0r8/v9rFy5kmPHjgG4HaWbmprcIBZVSiuF5A9HdT2MHV/ce1BqBMtpOCsRWRRntR/YBGhV4zDz3RffprvPah+b2VBD16hu3snj+a+//noAqqur3UGFnU7S4XDY7V/m6iqhakalVFFlFcxE5F5gB9boIBJnF+1nNswYY6ISPx549wzE/7FBs0Dn4sYbbwSsfmbt7e00Nja6SSCx7WZATAJIkUtmSqmiyrZktswYk7CKUkS+nOV5VYlqD4T43YkuAKrGVHDfkun82/78Dd109dVX8+CDD9LS0kIwGHSTP5wRQLxjM7pKKQFEKVVU2baZ7U2xfVOW51Ul6uvPH3Ff/97Cq6mrGcOyZcvydv5Vq1axf//+qAQPJz1/UPWioxTGZVRKlYRCdczRasZhJNhzkR++FBnV4g9XzARg795Uv2nS9653vYuZM2e6GYxAVPXioGA2MDC4n5lSasTKdqbpp+yMxbNApzGmy9lmd6L+LLAuP7eoim373mNc6h8AYNF0H/OnWtO+3HLLLXk5/+TJk1mwYAHTp08HrMAVCATcTMa4wmdg4LL1uqoOKuOU3JRSI0a2CSD9eBI/RMQ7I6OQrxkaVdH1Dxi+5RmH8Q9XzMj7NRYsWEBVVRUvvfQSPp+PefPmRWUxxq1i1OQPpZRHttWMB4B6Y0yF/WeU508F1sggahj4SccpjoesES384yp5/4L8V+etW2cV4quqqtzSmdNpOiFN/lBKeWQbzB6ON5q+Z5xGTQAZJr7uGfFj7dLpVI0Z5S4fPpz7tC/XXHMNZ86cAWDFihVuAkg4HKalpcUtnQ3S5e0wrcFMqZEu2zazA7HrRKQOWCoiPqxqxvxNcKWK4nDwAr943RquSgQ+sjxB+1UOVq1axezZs2loaHAn3wSr3cxJx09dzajBTKmRLudsRhGpFZGZQD1WJ+pONPljWPimp1R227yrmO6PDiqTJ+c+HuKiRYu4/vrrOXPmTFT2ojerMS5vyUyrGZUa8bJNAKnDGgGkDThHJBnEB+xHqxnLXu+lfp7cd8xdfiBO4kd1dXVO16itrWXs2LGEw2EWL14cFbycTtMJaQKIUsoj25LZo8AmO9ljvTHGb/+psLedzdsdqqL43sG36bLHYWzy17Bq7sRB+8QdYioDS5YsYeXKlTQ2NnLggFVzHQgEkmcxOro9szlryUypES/bYLbP025W791gjNmT6clEZKOIrBGR9SKyPsNjt2Z6PZWcMYav/fqIu/zAu5uoqBg8BOdLL72U03XmzJlDY2MjwWCQhoYGt1+ZN4glLJ1pAohSyiPbYObtR7ZfRO6J2d6c7olEZDNWx+udxphtwGwRWZPBsWlfS6XnxWMhXj5u9YMfO9oahzGekydPxl2frjvvvNNNv3c6SseOjh+3dHa5D3rtwr+MgnGDS41KqZEl22AmIjJLRLYDIeDPReSPPMkgmSSArDfG7PQs7wI2pHEDGsQKxDs6/gcWXk39uMq4+61evTrrazQ1NblTvvT2RmZmbmxsdAcWTqg7ZlLOilGJ91VKjQhZBTNjzFNAK1byxxlgLdYQViGsjMa0qv5EpDXO6rNYiSWptGEFPpVHZy9c4vu/jQSLP3h34hE/kgacFO68806OHz/Oq6++6iaSeINY0vY4TctXSsXIenJOO6A5I310AXNEpC5eZ+ok/AxOFgkBiIjPGBOKd5CItAFPAkszuWeVmnccxoXT6lg43Zdw31dffTXr6zQ1NVFVVcWSJUvc0lhNTU3ifmVempavlIqR11HzjTHnReQez0ggqfjirHOCmz/ZcYkCncpe/4Dhmy9ET8CZzMyZM7O6zjXXXMOKFSuorq4mHA7zzDPPxC2JJUz+8GYyaslMKUUBpoAxxnwHq9oxHSEGBy1nOW56v4isiWljS8jOjtwnIvtOnz6d5i2NXD977RRvnbPar3w1Y/jAwuT9t7LtZzZ79myqqqpoamqisbGRD33oQ1ETcToSltC0mlEpFSOjYGYnd+TTWQaXznwA8UpedtLHoPWJGGO2GWOWGmOWTpyoGW+pJBuHMR6nb1im3vOe9wC4w1cdOHCA1157zR2+KmlnaYipZtQO00qpNNvMRGQR8BOgTkQA1hhj/sOz/R6sFPnZWO1Y+4CvpDqvMaZdREIxq/3A7gSHtAJ+T1+01UCzvbzbGNOZzvtRgx09c4GfZzgO48qVKzO+zrJly7h06ZK7HAgEmDdvHsFg0A1iKdvMtGSmlIqRMpjZQ1ftBB7DGnfxXcBXROQAVofpPURKVyHgSWPMxzK4h20xVYer8WRD2qWxVrsfWlT1oh1Ym+3+aSoH33whgLF7D666ZiIzGsalPCZl0Ilj/vz5vP/976exsZE33niDuXPnEgwGo4avSjn6h5bMlFIx0imZPQqsNsY4o+A/JSK7sMZfDAFLPNsyZozZ5IwAglW6OxQTtNqA+7ACqssujd2HVTLbCGzTpJDs9F2OHocx3Qk4s0nNX7ly5aBpXVpaWgaNmJ+QMTEJILkPdqyUKn/pBDOJDVbGmN0i8gVjTF5S440xW5Js2wYMKnklWq8y972DbxMKXwZgWn01q665Kq3jMi2ZzZkzh8mTJ3P8+HGqqqpYsWJF1Oj4aY3J2HsO+i9arysnwNgJGd2DUmp4SieYmQTrdUzEYeIbv45Oxx8VZxzGeJxJNdO1YMEC+vr6mD17tlsaa2qy2ubSKpWB9jFTSsWVS2p+wmQLEbkth/OqIXTwWIiDb1n93CtHV7B2afxxGOM5cuRIRte6+uqrmTVrFmfOnHFHx3eqKr2vk9LkD6VUHOkEM1+C9YlKbJDG2IqqNHjT8e++YQr+BOMwxpPJ5JzNzc28733v48SJEzQ0NLhDVzlBLBwOpzeljI6Wr5SKI51qxg0iErcTtJ1NGI8v2xtSQ+fchUt872AkOCQbhzGe+vr61DvZli9fDlgdpo8fP87UqVPdKkanlJYWb8lMqxmVUrZ0glknsJn0J9xsAD6T9R2pIfPve49x8Yo1DuOCqXUsSjIOYy4qKyupqqri5MmT3HXXXe5oHx0dHe54jGnTGaaVUnGkE8x2GmOeyOSkOj1L6bvcP8DXnj/iLv/BihnJStpxnTt3Lq39mpubueGGG7j//vsJBALuKB9O3zKnVJYykxGgS0tmSqnBUgYzY8yjmZ40m2PU0PrRyyc5cb4PgMbxlfxeinEY41mxYkVa+1VVVQHw/PPPAzB16tSoNjNnpPy0qhq7vW1mWjJTSlnyPtCwKg//+lyk6+AD756RchzGeNLtNL1s2TIqKysJhULU19e7bWUtLS00NTVl1l+tK2ZiTqWUIof5zFT5ag+c40AgBEDlqAo+sjyzxA9HygGBseYtW758OZMnT2bBggUAbv+yjo4OGhsbo+YzS+rKRQjbAVQqYPykrO5bKTX8aMlsBPrXZyOlst9bdDUTJ4zN6jzpdJqeMWOGW80YG7BaWlrc5I/0qhg9w1iNuwpG6W8xpZRFg9kI83aol6dfjgSF/7ZyZtbnCoVCKfdpaWmhr6+PqqoqDh06NKizdEbjO3qDmSZ/KKU89KftCPO154/SP2D1d393s5/rr67L+lxO37FERo8eTV9fH4sXL3ZLYE7prLGxkUAg4LafpUWTP5RSCWjJbAQJX7rCt38TcJc/unJWTud75plnkm6/7rrraGxs5PDhw7zxxhscO3aMxsZGOjo6AAbNLJ1S1OgfmvyhlIrQYDaCfKf9OOd7rdHxm/w13H5tbgkU1157bdLtM2bMYOXKlVRVVVFVVUV1dbU7bFXaE3F6nT8eeV03LZtbVkoNUxrMRoiBAcO/edLxH7xxZtqj4yfS29ubcFtjY6M75cvRo0eprq5228qcPmUZlcoAut6KvNZgppTy0GA2QvzijdMcOn0BgPFjR3Pf0tyDQV9fX8JttbW1+P1+9u7dy9133+1WKTodpMPhcObB7LwGM6VUfBrMRoh/fe6I+3rt0ulMqBqT8zmTDTRcVVXFpUuXuOeee3jjjTcAaG1tjZq3LNPJPaOqGWunZny/SqnhS4PZCPDGO9384vXTAIhYVYz5kGxsxhkzrI7YL730EvX19W5JLOv2sisXocdJzReo1WxGpVSEBrMR4IlfRuZRXX3tJJoaMiwRJeB0ho7H5/OxatUqqqqqaGlpARg0b1lOmYyjci9ZKqWGDw1mw9w7XX38x4FI9dz6Wwo/ocHq1atpamqiqqqKvr6+qJHyvQEsszEZNZNRKZWYBrNh7l+fO8zlfquT9JIZ9Syd6c/buRsaGuKuP336NOPHj6evrw+fz+eud8ZhzIo3+UPby5RSMTSYDWNdfZf51q8jnaQ35LlUlmhsxgkTJrBixQpOnjzJ9OnT3VJZvNJZ2jSTUSmVhAazYezbLwTovngFgOaJ42jLsZN0rHgls6amJu6++25CoRA333xzVDuZ8zorGsyUUkno2IzD1KUrA1Fzlm24pZmKHDtJp2PevHn09PRQVVXFsWPHmDdvnjsOozMmY1a0zUwplYSWzIap7754nHe6LgIwccJYfn9x/tuZDh06FLU8c+ZMWltbo9YFAlY1pzMJp5bMlFKFoMFsGBoYMGz7RSQd/7+tnMnY0ZnPJJ3K7NmzozIS/X4/PT09rFq1Cp/PF9Ve5gwunHFHaUdUh2kNZkqpaBrMhqGfvnaKN071ADCuclTWM0mnwylpNTY2snDhQpqamjh50urc7C2JOX3NstLXBRfPW69HjYVxWVZVKqWGLW0zG4a2/jxSKvvw8ibqqgvTwTgcDvOhD32IkydPMn/+fPx+P9dff707h5lTCoudYTpjUe1lU61hTJRSykOD2TDTHjjHb46cBWB0hfDRm3KbsyyZlpYW5s+f7wayyspKfD6fO9VLTsNXeWl7mVIqBQ1mw8w///RN9/UHF01lSl11Qa+3fPlyXnnlFR544IGoZA/ndTgcjpqEM6uAFtVhWoOZUmowbTMbRl55+zy7Xz0FWDVxj6wq7NBVNTU1zJ49m/Hjx/Pkk0+6afcHDx4ErJKbUzLLapR8h5bMlFIpaDAbRv7xJ5FS2fvmT2bupAkFv+Yrr7wCWKPkO1O9VFVVufOWeWWdlh/bZqaUUjE0mA0Tr7/TzdMvn3SX/59b5xb8muFwmFmzZrFw4UIOHDjAyZMnqampcZM/vCUyZ4bprGjJTCmVQkm0mYnIRqAT8AMYY7alsT/AMmCvMWZLYe+w9P2Tp62s7dqruO7q2iG5bktLCx0dHSxevJg33niDmpqaqFHyvUEta9pmppRKoejBTEQ2YwWknc6yiKxxluPsv9UYs8GzvF9EGMkB7XDwAt87GJnv609uK3ypDKw2s46ODk6cOMGCBQuYMmUKwWAwKoPR2S9rAwNazaiUSqkUqhnXxwSuXcCGeDuKiA8Ixazemmj/keKffvomA9YsL9xyzUQWTvcNyXWdEtfs2bPdUllvb29UaSzrdjJHz0nov2S9rq6HsYVvB1RKlZ+iBjMRaY2z+izQluAQP7BRRGLT9Ao/42SJOnY2HDX55idumzOk16+pqeH48eOEQiHC4TDTp08nEAhEjcWYU0A7dzTy2le4kUyUUuWt2CUzP1bw8gqBWwqLYozpBJbYfztWA7sLdH8l70s/P0S/XSxb0dyQ18k3UwmHw/z85z+nqqqKyZMnu4keQO6j5DtCkfnYqNdgppSKT4wxxbu4yBpgszFmtmedDzgHzI4JWvGO9wGHGRzgnO3rgfX24jzgtfzcubI1Yv1bVQMG6AMqgX7gMtaPpQF7m0pfIxAs9k0MQ/pcC2Oon+sMY8zE2JXFTgAJYWcwejjLsSW2eHYAtycKenZWZNLMSJU9EdlnjFla7PsYbvS5FoY+18Ioleda7GrGs4AvZp0PwBgTSnagnQW5yRjTXogbU0opVT6KGszsQBSKWe0nRRuYXT25ywlkCRJJlFJKjRDFLpkBbLODk2M1Vro9ACLS7N0uIm1YAW+fiPjszMZ1Q3a3ykurcAtDn2th6HMtjJJ4rkVNAHFvIjICSDMQ8o4AYidx3GeMWe1JDom10xhz35DcrFJKqZJTEsFMKaWUykWxsxmVGrHs6vNlxphNcbZlNF6pUiOdBjOVMf2izY3d7tuK1T4cr39kRuOVqmipBiLXz2/m7Cae9VgJe7MBYn+EFfu5ajWjyki8L1rvskqf/ex83oGz7fXnjDH1nuU2rG4oq4f6HstNvIHIge1OQNPPb3ZEZLM3eNnPdasTsErhuZZCNqMqL2kPDK0yl8V4pcqW5kDk+vnNzho7Gc/RiVWz4Cj6c9VgptKmX7RDIqPxSlWUpAOR6+c3J6tjqg2bgb1QOs9Vg5nKhH7RFp4vzjrnmQ/dKNJlKI2ByPXzmyXvM3WCl6ctsiSeqyaAqEz44qzzftGGhuxOhq8QuY1XOqJ5h7ezv0jbgCX2Kl+cQ/Tzmyb7ea4F7gMe9mzyxdl9yJ+rlsxUJkLoF22hZT1eqRokdiDyEPr5zZoxJmSM2WYnIj3haUMLUQLPVYOZyoR+0RZYtuOVqmgJBiLXz2+W4lQXbiUy7GBJPFcNZipt+kU7ZJKOV6qSSzQQuX5+s2N3DTmXqP2rVJ6rBjOVKf2izZGItNodTNcAa0VkozcjzO7P0ywia+z9Dmk/qPSkMRC5fn4ztw/YElPKWg14P5NFf67aaVplLNnA0EoVS7oDkevnN3P2j6020hsBpCjPVYOZUkqpsqfVjEoppcqeBjOllFJlT4OZUkqpsqfBTCmlVNnTYKaUUqrsaTBTSilV9jSYKaVGBBHZZf/ZmHrv/FxvKK6TLXsG812lfp/p0lHzlVIjRcjbebpQ7FFIminxedKcTs8isqPY95IPGsxKhD0w6hqs/wTbiB7rrBlrCvItcQ51jm/DGkLmjH2sjwS98ONca4cxZnfM9vVYA4hujpkavQ1oxZo3qj3OeRMdF++9+ex1u5K9t5hrbAR2x147xfsLxezymDEmFLNfO3BfzFxYzvnWYI3A3o5nqvgMr+0jyXsVka1Yz7YZa5ig7d4hrGL+fcH+txWRjcaYLfawTYfse9xH5DOwHmuMvHbPPbTZ73XQEFkZPN+MPwcx+7QCn7UXnWe+1xiz097mN8bsjnku8f5ftNnvqz6bQW3t5+b8m22JHdUiG87/Jfs5xLtm0ucXs28b1qzNKT97I54xRv+UyB+sL4BDCbbtwPoijLdtM7Axzvo2+zhfgmudS3EvrQnWbwX2JzhuTZLj4l4P2JjofAmew9Y0n+Wg62F9AR7y3iPWEEhJz4kV8DP5d8z4vSa55zVYQSH2fWx17gvri3HQewAM0BbnOoM+L1k834w/B55nsAtojvOe1tvb2mKuleyzuivRtdL9N7Sf05p0/43T/Bwku2fnB9LmFOdYY99byveXw32m/dku5T/aZlZaks398zDQZv9Sc9m/8ppNnF/7xvqFuB3Yk8W9dBL5xRzLGQh3fZxtoQTHJXxv9r3vTlXdYf+K3oT15ZZK3OsZq+S1lehn8jCwPsH079jv8+F42zK5tn39tN5rjM0mpsRgvw/vOfxYP2pSMgl+3Wf4fCGLz4H9eV1tjFltYkrB9vJuMq+e20QOs3B7/t2HevT8rSR51vZYk6Ghuplyp8GsTJhIFYr7hWt/+WwkyRetsauSEnzh5HIvm4DN+ZoW3f6ybrPfUyI++wuvPWaE7kx1As6I6s4z2g08Ebuj8/5MHudlSvO9esX9orZ/rDiB0xcbHFIIxVmX0fPN9HNgB42NwIYk5+zEqk5Mm7Gq6dJ9lvG0AZ3J/o1FZL2dMJHoT8btYyZSHZno2Dbjqf5XyWkwKxMJfj1uxmrfCKU4fDtp/mpPl/3r/myez7svzfNtJ3paj0wtA/eL07EBaI0T9NcnKsnkKN33CiT9wnNKZ5kEMuf6iaT9fDP8HHwWaE8j6KYstdrT6HgDWC5f+qtTHW+sGZY3JfmT7fWfBAqelDISaDArA/Z/2h3ABhPdWNyG1TCcSjuekkge3YdVPZev8+7CU/L0EpFWz3vfhtWWkDE7KKwn5gvE/oLdgqeUYf+AKNQv44TvNY7HgF126cDn3eB8iZokSQTxxO6f4/NN93PQRhrP035PyYKtcy7vMZkG89hzOc93jYhsHar0fRJUNdrPMu6/qR3I94vIOXvOtjX2n83xStT2/pvt95ewOr3caTZj6fF7foX7sKpPVmNNAR+bfeYjkt2WjPMfvZnMf8EnZIxpF5GdWIF2SR5OGSKN6iJjZSK2i0jKUpPnWTZjlb72YWWQDXoOxphNdslss71vW7y2yDwJkWbVmLGyFcGeql5EOrEyHrfm+CWe6HppP197/3Q/Bz7S+7zGq9b1ebIDnbm1cp6w1PPFvtoY41R/7hQRIyLbsqle9sz95dzzrkQlN/vZdYrImpj/361x/r97j7kPK5GpzbPfTrvfmN9EMonbsL47Vnvub42IhArx2SkmLZmVnrPGmN32n53GmC32B3FZgqSBhjTOme8SmdfDWNVzubRhZWMraVTPeJ7lNmPMEiIp64k4ySBbybDtppDsz4EQmeF3DXCogL+y03q+HoX+HIQ8VXqrsUrR+dAG4AlkbjspWSaVGGPanX+vNKsgt5KkHTHBNTrtv2MD3iasHzw+z7ljuxs8Qfq1AmVDS2Zlwi41HBIRb2ZbiPQClbNPoX7Fb8L6D5LrL2Uf8TPg1mAF83Ux+7aJiC/DX89bgf1AfbyNxurn1In15ZnJeTPlI4t/D/uLcTewyQ64O7Bn/s1WPp5vmp+DEOn9+ErHdu+CiDRnWdJYzeAfLUux/v2HquSyE7t6236OraTXfDCIXWoDWGp/jpvjVEHfnmm1dDnQkll52Ul0/fpu0gtmsxn8nzNZNwBIXnqJYlfFnU3USTQDy4j/n9j7q9z5s8Hed20mF7CfgS9FCSJEmtVhOUj0XgdJVPqyn0FzHjJK8/J80/gcpJV2LyLNqUqcdunH+3nOdrQNp1Oy130MYZq+k0FK5FlnG5gdnVjfC3G/G4ZjIAMNZuXI53m9CatqJ1WVwXoGVzU4I0Ik0pxhyWQDVtp1rinSW70r7C/qRIF3OxlWz3gUsuo1HYPeazz2+0+WWdhObn2sfOT3+Sb7HDyG9XlN9exbh+ILN0n/srXElPyGgLeqMZTjuZy28WHVJpaKBrPyEpUN5s3AS3SAnZXVGduQ7+lPlJf+Z57qr6xKZ/Z97ovTvtCW5IttJ+l9OcYKkWPVXC6SvNdEkpUiM+1fFiuvzzfZ58C+zhZSB/FsgnM2CUiD+pfZAc5nCtA/M4UnibQ5psrkTMi+/5DdTtwJhOJ16yhAZnPRaTArLQn/E9tfgE5GnstuP2u3209ij1mD1SZwe4LT3ofV9hL1wbariRIlP8xOUq21gcSlvVTvbTXxEw6WJTrO/s/aSfzSQ7IvxCex2kWc68cGCx+5te1k+14TslOrfbHrSP5Dxtnfl2gfsn++WX0O7M+rM3p97OfOJ9ZYkxkl3tif/VAmx9ji9S9bil39aweyJ7M4bzqave/fDqi7gXWZ1IjE+exuJnoQhfuI+Yxoar4qKPEMUBvzn9OHFcRCwKx4H3Q7OaTNPocz0PBsrHEeV8fu7zmuU0SWYDU+47nmY/GuY59/I1ZiwKAsLft88QbRdd6bL85782MNMLs65pg2rP+ErSJyKN4XnH3eZmCjk7pu34P3es5Yg94S7Qax+hI5v7qftM/XivVF3IyV0ejzZrmlI5v3Gue42HvehPVF91n7fTrn2xUvfdv+ktxAJGNts4isxjOgdB6eb8afA8/2LSKym8jnrhP7cxvbFUIiAw3HPk/se2slzo+8NMUbAuxJ4D47SCQdFSRbEhmIeZ2IPOb5N4ytYm8j8r6eEJF4Aw232/v5sH6YbI75rO8WkU32NffaqzuHW1o+gBhroEmllBrWRGSHGYIpYIaKiBi7u0au5xkWz0WrGZVSSpU9DWZKKaXKngYzpZQqI2KNtbjDfr1jOGYmZkPbzJRSI4KIOJ2j057ZfDizk0KcVP6ybzPTYKaUUqrsaTWjUkqpsqfBTCmlVNnTYKaUUqrsaTBTSilV9jSYKaWUKnsazJRSSpW9/x+BGUsKV/M2rAAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "d = np.arange(0., 16., 0.1)\n", + "r = np.ones_like(d) * 8 # Mpc/h\n", + "sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", + "\n", + "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", + "\n", + "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", + "pl.plot(radius - d, sphere_cap_vol)\n", + "pl.plot(radius - d, fillfactor_expectation(d, nbar, radius))\n", + "\n", + "\n", + "pl.xlabel('BOUNDARY DISTANCE [$h^{-1}$Mpc]')\n", + "pl.ylabel(r'Random $N_8 \\ / \\ \\langle N_8 \\rangle$')\n", + "\n", + "pl.axhline(1.00, c='k', lw=0.5)\n", + "pl.axvline(8.00, c='k', lw=0.5)\n", + "\n", + "pl.ylim(0.2, 1.2)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "59b6bf40", + "metadata": { + "papermill": { + "duration": 0.064283, + "end_time": "2022-03-01T13:03:50.510336", + "exception": false, + "start_time": "2022-03-01T13:03:50.446053", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "1dff800c", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:03:50.685498Z", + "iopub.status.busy": "2022-03-01T13:03:50.684921Z", + "iopub.status.idle": "2022-03-01T13:03:51.061637Z", + "shell.execute_reply": "2022-03-01T13:03:51.060643Z" + }, + "papermill": { + "duration": 0.453332, + "end_time": "2022-03-01T13:03:51.061915", + "exception": false, + "start_time": "2022-03-01T13:03:50.608583", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "# rand_density. TODO: source from somewhere else.\n", + "n_bar = 2.\n", + "radius = 8.\n", + "\n", + "# number of gals expected == Nrand = var\n", + "var = n_bar * (4./3.) * np.pi * radius**3\n", + "\n", + "# actual gals\n", + "exp = np.mean(rand['FILLFACTOR'] * var)\n", + "\n", + "sig_ff = np.sqrt(var / exp**2)\n", + "s2n = np.sqrt(var)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "f05e086e", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:03:51.264406Z", + "iopub.status.busy": "2022-03-01T13:03:51.263875Z", + "iopub.status.idle": "2022-03-01T13:03:54.987780Z", + "shell.execute_reply": "2022-03-01T13:03:54.988618Z" + }, + "papermill": { + "duration": 3.82058, + "end_time": "2022-03-01T13:03:54.988903", + "exception": false, + "start_time": "2022-03-01T13:03:51.168323", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(-0.5, 0.5)" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "rand['FF_THEORY'] = theory_ff(8 - rand['BOUND_DIST'], 8)\n", + "\n", + "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'] - rand['FF_THEORY'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", + "pl.axhline(0, ls='--', lw=0.5, color='r')\n", + "#pl.axhline(3* -sig_ff, ls='--', color='cyan')\n", + "#pl.axhline(3*sig_ff, ls='--', color='cyan')\n", + "pl.xlabel(r'BOUNDDIST')\n", + "pl.ylabel(r'$ff_{THEORY} - ff$')\n", + "pl.xlim(0, 8)\n", + "pl.ylim(-0.5, 0.5)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "b85e057a", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:03:55.210568Z", + "iopub.status.busy": "2022-03-01T13:03:55.198860Z", + "iopub.status.idle": "2022-03-01T13:03:56.925386Z", + "shell.execute_reply": "2022-03-01T13:03:56.926329Z" + }, + "papermill": { + "duration": 1.836702, + "end_time": "2022-03-01T13:03:56.926631", + "exception": false, + "start_time": "2022-03-01T13:03:55.089929", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'BOUND_DIST [$h^{-1}$Mpc]')" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "_ = pl.hist(rand['BOUND_DIST'], bins=50, histtype='step')\n", + "pl.xlabel('BOUND_DIST [$h^{-1}$Mpc]')" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "2717e59f", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:03:57.111462Z", + "iopub.status.busy": "2022-03-01T13:03:57.110969Z", + "iopub.status.idle": "2022-03-01T13:03:57.407683Z", + "shell.execute_reply": "2022-03-01T13:03:57.408621Z" + }, + "papermill": { + "duration": 0.37717, + "end_time": "2022-03-01T13:03:57.408943", + "exception": false, + "start_time": "2022-03-01T13:03:57.031773", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "OrderedDict([('EXTNAME', 'TilingCat'),\n", + " ('TCOMM1', 'GAMA ID'),\n", + " ('TUCD1', 'meta.id;meta.main'),\n", + " ('TCOMM2', 'SDSS objid'),\n", + " ('TUCD2', 'meta.id'),\n", + " ('TCOMM3', 'J2000 coordinate'),\n", + " ('TUCD3', 'pos.eq.ra'),\n", + " ('TCOMM4', 'J2000 coordinate'),\n", + " ('TUCD4', 'pos.eq.dec'),\n", + " ('TCOMM5', '3-arcsec fiber magnitude'),\n", + " ('TUCD5', 'phot.mag;em.opt.R'),\n", + " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", + " ('TUCD6', 'phot.mag;em.opt.R'),\n", + " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD7', 'phot.mag;em.opt.U'),\n", + " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD8', 'phot.mag;em.opt.B'),\n", + " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD9', 'phot.mag;em.opt.R'),\n", + " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD10', 'phot.mag;em.opt.I'),\n", + " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD11', 'phot.mag;em.opt.I'),\n", + " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", + " ('TUCD12', 'meta.code;meta.dataset'),\n", + " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", + " ('TUCD13', 'src.redshift'),\n", + " ('TCOMM14', 'Quality of redshift'),\n", + " ('TUCD14', 'meta.code.qual;src.redshift'),\n", + " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", + " ('TUCD15', 'meta.code.qual;src.redshift'),\n", + " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", + " ('TUCD16', 'meta.id.cross;spect'),\n", + " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", + " ('TUCD17', 'src.redshift;stat.error'),\n", + " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", + " ('TUCD18', 'meta.number;spect'),\n", + " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", + " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", + " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", + " ('TUCD20', 'src.class.starGalaxy'),\n", + " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", + " ('TUCD21', 'src.class.starGalaxy'),\n", + " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", + " ('TUCD22', 'phot.mag;em.IR.K'),\n", + " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", + " ('TUCD23', 'phot.flux.density;em.radio'),\n", + " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", + " ('TUCD24', 'meta.code'),\n", + " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", + " ('TUCD25', 'meta.code'),\n", + " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", + " ('TUCD26', 'meta.code'),\n", + " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", + " ('TUCD27', 'meta.code.class'),\n", + " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", + " ('TUCD28', 'meta.code.class'),\n", + " ('TCOMM29', 'Priorities for targeting, see notes'),\n", + " ('TUCD29', 'meta.code.class'),\n", + " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", + " ('TUCD30', 'meta.code.class'),\n", + " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", + " ('TUCD31', 'meta.code.cross'),\n", + " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", + " ('TUCD32', 'meta.code'),\n", + " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", + " ('TUCD33', 'meta.code'),\n", + " ('TCOMM34', 'Visual classification, see notes'),\n", + " ('TUCD34', 'mata.code.qual'),\n", + " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", + " ('TUCD35', 'meta.id'),\n", + " ('DATE-HDU', '2015-09-04T13:22:37'),\n", + " ('STILVERS', '3.0-8'),\n", + " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", + " ('DMU', 'EqInputCat'),\n", + " ('NAME', 'TilingCat'),\n", + " ('VERSION', 'v46'),\n", + " ('DATE', '2015-05-22'),\n", + " ('CONTACT', 'Ivan Baldry '),\n", + " ('AREA', 180.0),\n", + " ('GOLD_NGAL', 113687),\n", + " ('DDP1_ZMIN', 0.0390699990093708),\n", + " ('DDP1_ZMAX', 0.2629899978637695),\n", + " ('DDP1_VZ', 7594754.153764196),\n", + " ('DDP1ZLIMS_NGAL', 113687),\n", + " ('DDP1_NGAL', 45293),\n", + " ('DDP1_DENS', 0.005963721679858641),\n", + " ('DDP2_ZMIN', 0.03914999961853027),\n", + " ('DDP2_ZMAX', 0.1937000006437302),\n", + " ('DDP2_VZ', 3156659.558717707),\n", + " ('DDP2ZLIMS_NGAL', 73942),\n", + " ('DDP2_NGAL', 33396),\n", + " ('DDP2_DENS', 0.01057953807776663),\n", + " ('DDP3_ZMIN', 0.03903000056743622),\n", + " ('DDP3_ZMAX', 0.1015800014138222),\n", + " ('DDP3_VZ', 457819.2340050841),\n", + " ('DDP3ZLIMS_NGAL', 18121),\n", + " ('DDP3_NGAL', 8842),\n", + " ('DDP3_DENS', 0.01931329953669401),\n", + " ('TMR_DDP1', '[-21.8, -20.1]'),\n", + " ('TMR_DDP2', '[-20.6, -19.3]'),\n", + " ('TMR_DDP3', '[-19.6, -17.8]'),\n", + " ('RPATH_0',\n", + " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G9_0.fits'),\n", + " ('RPATH_1',\n", + " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G12_0.fits'),\n", + " ('RPATH_2',\n", + " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G15_0.fits'),\n", + " ('VOL8', 2144.660584850632),\n", + " ('comments',\n", + " ['Science targets and information for tiling and spectroscopic',\n", + " 'observation.'])])" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fpath = findfile(ftype='ddp_n8', dryrun=dryrun, survey=survey, version=version)\n", + "gold = Table.read(fpath)\n", + "#gold = Table.read(os.environ['HOME'] + '/data/{}/gama_gold_ddp_n8.fits'.format(version))\n", + "gold.meta" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "a72735e6", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:03:57.600975Z", + "iopub.status.busy": "2022-03-01T13:03:57.600484Z", + "iopub.status.idle": "2022-03-01T13:04:06.645859Z", + "shell.execute_reply": "2022-03-01T13:04:06.646340Z" + }, + "papermill": { + "duration": 9.129035, + "end_time": "2022-03-01T13:04:06.646506", + "exception": false, + "start_time": "2022-03-01T13:03:57.517471", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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g11QE3IIIms+A8aOG/BiHrYS5Rj6j0wtbgmvje94a7ET83yYN+UjGKTWdhrtDd1tr98ReHwT2INfnhXgncFXwrLVHjDHva+QJLZV2/lSWgb3uMQrcVyOAdd2ZKEpbU5mDj/5r+MqfhclAvhZ92L3eQAjR+WqEQhKSBUjdCpFPcBlE+nJ2u43jj25Clmc34RLiSxni3VDWqjl1q1NB/i49UElCYn0lxhhjdiyw+AKwc5HdLhhjHrXW3uuOsRv4ZENOqE7aWQTBtd6Ni1+Meu9MFKW9mBqHD98F558OzVK2IjrmxxDFyxl83XkhDYksMCSNqikhqaC+aD2e3OJNR9+Q2ie29LqT8NafF79OiO/VSxJxD5+E7hRcnmz2CdFgS7CMiF6cUQBjTMlaO7rAPvcDB40xF4GHgGPNMlDaWgTdH3e0dvky70wUpfW5ch72bIHKpOhRAdiGiFuJEPcrIjNmk0ApAamkdGtJ5CEqEGJ3WxETMUVoX1YiZHdmCSn+Xuh8tmdc8FT8Fsd1wjEVCa02nbpFsN8Yczj2en8svFRaYHsvimUWuEZba48ZY/YhbtG9iGtURbBenAl9Ade3IhZUXc6diaK0Ji99BT72b+DSi2LN+RI877nsIkwX8uuyQKEE0bD06aSMy3pBBLCL0OG65H6WCRZg3PoDuWhWCL07VfTqYxbYCKYHLrVKy5i6RHDEWnvnddaN4vIuYvjXtddhAJwAPmqtfdjldzxijNnu3aNrSTuL4CHgghc0Y8w+Y8xud3dSWmD7Be9MnJDuBrjppptW8XQVpQ6OfQn2fi+YGdGrNHAbISRXJJTn9eNEMA1RD9gCJEsQDSIpoBsIxek+judLGUoE9+YGROR8/V7t5aGTMjpXg3MwNnatXDSFhpZIXODaa24Jrnrr5uE9ddbaQ+7nAWPMEeBoo06oHtpWBBeIAx5EzOr91HFn4kRzP8Cdd97ZCjNOlE7lSwfgEz8Edkx0aAMhQXMIMcYGma9nuTxEA5Dyg/t8yqfvyTnkHjnCnCNfqpBGrlVJQl9PX7yuNBYDpCA9Da0QEmxgTNBldo7WLC4jhspClKkRPOceVXfoUjHGlICLQG/sTmMUKZmAOu9MFKVpfPKn4bM/52J3hJl7JUJpnk/ajIBiEjI5sN2Q3kBIaskh4uWbe5bco59Ql+dLGSDM5PO1fFlafhRRW1MBxiHRBfnpZp8Mq1Aisb8m+34XsM+vNMZsB3ZYaw9Yaw8ZY+6P7+yu6QslOK46bSmCjj01grYdOALLujNRlLXjN34Y/va3g3G2ERE5b4z1EjI8y0C+ACYDUS+kvClYRkxF36zai5y39roI1qB/ozRy4Zsh1O55y1Ctv9UlAxhIZVtoeEPjTsRau8cY80CsfvtoTbbnTuBeQvLLHlfGdjR+jIadUB20pQhaa0eNuSYwfy+SautZ9M5EUdaMyhx87AfhS4+GFpo3IzrlW2/6IbTdiDWYi0T82Agp36bMJ674gOCg28EHCv2IIUtoZeYtRP998Rk08eJ2ZfWZAYbAWPm3NZ3G9w5drNtLPOzkXh9DStaaTluKoGO/6wgzirS32Be/81jCnYmirB4zU/Cf3wBnngzGlp/FlyKU5BXczxzQE0EuJf05U34G3xBwE5LJ6WN+3rLzBYAl5ILmhc7H+3zVfJpQzK40hxQwBdbCGPLz2hv5NUQbaHvaVgSdK3TRPnPNasiqdChT4/Dg3fDyP4bxeFsI44g2uO18aUMBl6SZlVhRcgBMr9vJW3yvQkTOi1/R/exCLmK9BEtvLvbTC6D/iqsANp8+SHaJgd4SItjYBtrtStuKoKK0BN/8O/iNt8PEGdGZHGK4+XCd7zzmyxi8lhWykBgQi89sciuHEGX0ZuIwIoB+rlGOUN7gLTtfy2diDxd/UloIC0xLa7rR5+DiGegbbvL5rC9L0BjzA8BBa+3levZTEVSUevnqZ+HRn4CzT4uXMo3olJ8g5Cex+4YrPrMzn5aOLYlNkPDDZ71b049tT7nlZUJ2jG9V5oUvRbD64oXr+nVuXdJAAewl+dfOTjT5fNafCFprP22MeRfwW/Xsp98aRVkKf/+HsO/fSfPjDKJNvnjdjyfyE4VKbnl3BpJ5MN2QHEasvHhcbxARuHLsZ4/b2U+z9V/R2iQW/eq2FwlgFmZTrp92s/9/7SWCxpht1toXV+PYzf5PKErr8un/DH/5s6F+3Nfs9RBq9woEgy5toCsByQjMZkhvRsRtgNDPzAthCfn6+ToI3/TTF64XCXV7Oomh/THAICTnpIPa6adgeGtzT8m2TK3GdTHGvA74PNDjKgLusdb+UWz925HEx1uAO4HDqCWoKMvEWvjix+EP7wtD0QcIZXklgj75pMwCkM1BogCmAKkBt2IToYTBi5+viUgigteDWHx+IoMXvRTz+3Yq7U8EjIGdkn9tcajZJyT9EloYY0wPUlf4EFJI/wbgt4wxX0a+NI8RmqKMAp+y1v6Het9Hv2VKZ1OpwKd/Gv78F8L0BR/P6yaE6XoIzatLEWTywGZIlkX86CJ0avEuza3IQTOI2MUH0OYRl5SfcVQhZHmqAK4/XNw2Ksr90JN/Cbderx/1GuD7obc27wV2WWtfcK8/bYzxI/FGgTti65aNftOUzmNmEvbuhBf+Toy0BJLROYho0xb301t9GVxpXlpKGdI3IxmcRcQn6gOD3rKLV8Ebt76XYF6CCF7Fvfa9PDWjc/1SAbog6paX6fSiW686FnHLtjamVuRcy7UPLTLRom5UBJXOwM/hm5sUnUohwucL1svIcj9woRdI5SCREVdnYiNEJUJPs36kpMG3J/MV8X7IXwERSd+ZxQtghFyBfA2f9ursDAzSNWZOPiK9G5t7Ou1hCV5voEFDO3+pCCrrl2NH4OHvAmZF4PwcWW/AeWuvh9B3OpOAdBGSN0spAxEhnuf7m/UjaukzOn0Tai90aeSil3cnkkK+zwk00aVTiYArYA1MAye/1uwTavmY4CJct9G2MeYt1trP13MwFUFlffG1z8HHvh9Mdb5X0mdylhADzotiAigZSJQgNSRWHzchquir3b1lF2/w6cXPN6v21h3I1cVbeQYVPkU+H11QNe7jkmn+6bS+JVi6zvLFRt7dj2STLhkVQaX9+ftPwu/8kLg6uxCR8xPXfctNX9tXREQvnQJThqgAySFCYXo/ktBScst8h5Y8Im4Jt90Awb3phc4Svp/anFqJUwWuQGorFP4Wzl9q9gm1gwjeb4x5x0IrFhig4CnV+yYqgkp78pmH4H/8lFxbfFuyEsHqKxPq9wqIhhULYPog2QNmC5Lt4lWyB0kLzcd+eivPC5qfu+czZfxybU6t3AgLVMG+DJeBqMmF6u50WpxjyKD0Czfa0NEHvKfeN1ERVNqHv/5v8Os/KNYciDHWR5jCHm9d1gX0pFwpQwFSJcRELCHuzhyhM4svWM8Sptr6MUT+SlEhNKautfJUAJUbUeWqtyABjJxq8vnQDpbgAWvtI/Xs4Ib31oWKoNLafOxH4Iv/VT6pOaQvRBYRPR/zG0a0qRvoMpDPQrTZTWUoEPpy+lieFzvfkzNL6OziRzv4mN5Ct8vq6lTqxXdPR+6xRpqcFdwGJRLW2veuxT4qgkprMTcHv/dj8IWPichlgc3M7yXtm7L414NAlBY3Z2qbWzmMWHMbkAuQb/HiJzXk3Hqf1Zl0yyPEnPTESxoUZblYxA9ahjPAsX9o/um0viV4DcaYbUibNIBjjegnuqgIGmM+i1TmNwIDWGvtOxt0PGW9MH4ZHn4TvPhl8U4mkObUvsFKMfbTN6ouRdKuLMpCtA0SQ4TEFt/qpYB87HwNRB4RP58hE+/MUiGMIYoTn9KgKMvFzX40Y/IR7b2p2SfUDjHBq7jpEHuRO1mDy0AzxowCD1hrP77cY9/IEjSNFC1jzOcadSylzZmegv9nGKZHxZWZBW5GLhDeuksj+tVP6D5WAJIFyG53KzYRavi8u3MToQeaH+meIjbF1r32bk0vgOoYUVYLA1TAVsWpMHGuuafTJpag6x/6mHv5IeAIkjCz3T1uBT5sjHk3cHe9swThxt/6I/UecI2Pp7QTZ16APbdBYi4I2mZE8HoIs/eyiH4VgIKBVEpGEtHrGlT3I8HBgixjCFHMLkLVuxc7P+k2RWhZVtubU2v4lNXGAHNgB9xUpZnmnk6biCDwCPCQtfbTNctfIIjjHmPMA8CjwPfV+waLiuCNgozGmJuB11trP1OzzC7kq11O0FJpc576Aux9i3zpfL15FxKq85MZ/HIvfhGQK8oU7mQvmDyh7iELbENU01uAfr6Rb1Rdip1AFRG/+EddE1uUtcbFlI2B08DYK009G6Dl3aHOBbrPWvvYjba11j5sjDlqjHmXtXZtRim5OU+3AI8YY45Za7/iTuYFY8zrjTElv0zpMP7GlTJEiBE2TNCqIqHlpn/4JiypXuAmSMVdm2lCs2oIRewbCJ1c4qOIfHF7HHV1Ks3GldgYI/drUZMVqD0swd56BM1Nlv9QvW+ykivDne4Ea81UrLVfdsMOv7KC4yvtxO//BBz8L/KJ8l5J33nMdxjzfToHccmZSVfKkAOzkdCFpZ8wjihChC9NKGvwmTI+o9PX7pnYI4EmtCitQ4TUJESuFe225p5OG5RIABeXsc/RenfQ22NleczNwYfeBs895rqxEKYy+GEKvu68n+DJTACFPjDdkPoWt0OO0OdsGPHTFJED9yFuznjrsi6Ci9PH/bzg6UdaaUUs8kWoiB7OaLH8EigtY5+eendYyRXj1husvwv4zA22UdqJK5fgLz4Mf/bzTsyQ/Kwegkuzl2C4+WSXYkJq+BLdkPKtXYpIj85B5GDe8vOdWnyvsxShAXXBnYh3e3prT4VPaQemgG4pOst2NfdU2qNtWv9a7LOSq8cnXR3hA9bar/qFxpi3IPUce1ZwbKVVmJmCX3gbPPPXwQDbjuiUd3UO4GakEYYupDIieolemc5ABhE9gwQFfcFfLrZjCTfPCBE637kFwigi3DE0uUVpJ/xcyRn5MVV3Jn/jaX1L8KAx5iettR9ZysbGmI8hGaJ1sWwRdHG/DyMj72+OrRoF3lHvTCelhZidhvuGoXIx9JHejIjdsHvt69F9oksmA1QheZOMI4p8QXoRETlfz1fCzS8ijCryiuqbVccnMfi6WLX4lHbHQtXCJDDT5IBcGyTGWGsfM8bsMsZ8EniXtfbKQtu5JM29wJHl6M6KrirW2kPArU4EtyNtbF5YyTGVJnHxHPzHbcBEGK7gBywUCcksA4QEl1IEqYKMJEoNEmr0fGDQZXtebexZINTr5ZB4n6+U97G9NMFPo8ktynrBAimIkvJRT7dAG77Wd4dirX2vMWYvMGqMOYTUmp9HLh6+YH4H8LC19n3LeY8V31obY7qRXh83I39WFcF24SuH4Ff+F5iYDoMU/CSGTYhe+RCd79rSh0xfT/VCcjOY7W5DP3V9kNCZZZDQqsx3b0lwdcAoaXfQCkHwIrRPp7L+iLgaKC8AlRYokWhyvf5SsdbuMcbsQ6y9+wkJM6PAIcTzuGzdWZEIGmPuA/a5l8eA7caYi4jp+kcrObaySnztr+GBNwVPpc/eHEBEsEywAgcJSS4pIJsFhl2Mz/fqfDWhRVk3oXNLitCkuoB81Hwcz2dz+nq+3Gr9torSIlRxflCYoPkOjvZIjLmKtfYYcO9qHHslxfI/gJzUHdbaL8eW7wA+ZIy5pHHBFuHPfgM+8X8H3dlOcHP2Ijrlhyv4er5cQobQ0i07peIqWUKK1b3lFxc/X8rg73y9tZdALD7/kUvS/CuBoqwleSAtXwd7o23XgBaPCbpacz8xYhQ4vBoNWFZiCd5lrX1r7UJr7RHgrcaYhwAVwWbxl5+AX/uhkJQ2RGhSXUF0bCNhpqwvx8sYyeg03wrJtJvH58XQuzxLhCm2udi6LkIzap/gkiZYfr60YRa5DdWenUqn4D77dgaGDVSarILtYQkeAHbX2watXlYigo/fYP3hFRxbqZfKHPzkG2Dky8EbuQ0Rtg2ITs0hIuhjfl2IhkUZ6CoBvRANQ2IDInQ+vjeBqGSJYA16V6e3/Hxii/9meSsviv3067S8QelEJiUx5lgrmIG0vCUIHFptAYTVzTkfjb8wxmxrxABEJcb0FHzgX8Bzn5c7uyHEUPNZnfG6vbJ7XjJuqEIKbA9kbgI2QKqMiNOw2zCPmIpVQnuyuL80Q4hPx7M4vdszntzik2G8SPpjKkqn4JLBzJR8R5t9H7gKJRJuksMx5GqDtXb/DbYvAbtj+xx2nkTPsWWcw1vqDcOt5Ep00Bjz9vgEidiJvJ1rxybtBXSg7kqZnoR/OQz2kmhRH2Ldef3qIhhmGxAhLCAp2d3dkEhLEbsdBjMAKZ/Q4se39yAuTN+2bJKgpBFhLl+OIHQm9jPu5vQuUC+KlvlF74rSKRjgErAREgZsC1iDDXSHujKGx621B/xrY8w9/vUC25eAx6y1d7jXu4H3MT/5ZTm9Q++lzjDcSkTwRaBkjFnov2kAYuuuTgJWlsHT/wg/+d0wUQ3ldSnkjnIDojG3uZ+vQ7oz9SZgugJbtgFGYnvVAkQbIOmsOOPr+AwidACvIvTlzCGuUG/JFZFvTo5g8flbWi9wpuan/6ZVCWLpn2sphNJJpCE6D0Xb/JywKo0ukdhtrY13CTuIdA1bUAQRo8hXFmCt3W+M+VTNNjuMMW9m6X+tErBzidteZSUieAy4d6n1GQv8gspijF2Gtw5CeTpkcN5CGD3kszvTiCgOIJqST0NfEgq9EG2VDhVRDyT6IZVHRC+HJKf0uNcg5qRFPhL+YL7gfRqJ/flvjUUCjPGRRd4C9GIYzwT11l819rzZVwFFWUvcQE07CePI16fZNMgSdBUBtVxgcUHajVzRrmKtHa3ZZpd71EPdxtZKRPC+OgsUH1rBe3UGBw9gf+IHMb2zokH9iEZlEa/kIJLskiW03CwB+QiGNsO4hXwfRGmIbgXGITEAiSwY3/bFz9/zxYC+cbVBfKhl92YRYlLOIcrrR8Ek3MO7OU1sWZza1377pDtmtMA2irJece7QqA+iBHQ1OSulsTHBMiJ6cUZB3J614maM8WUP252AloGStfbhmmPst9a+e6kn4VysdRtbK+oduprbdwrVj/5nqr/zs1QrEGUhsY35zahvRoRuC2KQGUKP6UIKhoqQ2wJzRei5HaoVF/eLgG8Bs8kdcBb4Vveup5EYoO/i4mN/WcItqnd7Vphf9uC7u3jLzrs2vQsU5o82imLPk4T4oLpClU4kDTOVdrQE+40x8Yz//bHEl9IC23tRLFOTJEmo/SMWQ3zAGLO3xqVaV0zQWjtqjKnNRbkhSxLB5YysX84+nUL1l36cmY99FBOJgZaahagM0SbE+nsVoikb3Q4F5GMWRVDqhkwJUmlIu9ie3QSpEpCC1EYpeaAf8ZOeIzSwhjCbr0Qoar/ktvUC5ccU+cBBCokNQojleRepbwQcd4H6n/Eht35fSyiXUEtQ6SRcD91W6AVfvyU4Yq298zrrRnEZoTH861oLMb4sLqqHgCeYP32oVNcZCvtuvMl8lvqvuN8Y8zj1BXLuB1QEAaxl7h1vZfYLh0i4YQmJjZDcAmYa2AzGTxqaJfShzrvXQzkYzENuQOJ7SaCalSyzxLcBJak/ikbA3I4Inz/A7e4k+pHPXgkRtCuIpWfdGxr3ZpPuZ97tl0IEy02JYBa5jZ0huEVhfswvLnrULIP5CTWK0il0A9+EpIGpFsgTbJw71F9Y4pRgwTgfuNKHmnWjcI379Hqie12W00N0qSJ4B6HkYalC2AL/5SZiLbP/7HZ4/lm5J0q7KUPdYG4C0+e260dKG9KIwTYAXEqLNTiXguk52OBHEBnIuIbVqU3AKWAjJIfBvAB8NxJ1v0O2ZQKJA3qXZhIRuYR74ylCBxc/4WEWsfDS7vkUYbDtHEG84q+9VeeP5eOEXhS9S7T1q3MVZXXwl81Ca2SHNrBjjLX2iDFmtGZxGbHuFtp+1BgzaozZ7nqCwsKieYebEbh3NWvMlyqCu5CTHLXWPraUHToxG9TOznLx1UMkTl9kykC+B7JbEcsvJc1YyCK5KH7yUC9ilG0H0gnIJKGUBZOF3h6x/sarULwNzDCYc87DOCCm5NUO17cjpuSIO5s+xAU6inzae5AY4BRixcUzNhOIYOaRg08RYoJzsfUJd7L9zHdlevcoBFcqzLcA/fN45xhF6RQi4ArYLTKFJdkCiTGNHWm4v6YucBcx16RLhtkRW/8Qkj3q44rv5NpB7LcgF7hbXALNsab1DvXCZ4zpcYXwIAMMX1xkt7p9s+1IZWqKP9myhdtGRtjmpgZlNkG6AonXiZszUQbj9eRO5nsYt6RkeX8OkkWp50sCKTecNpGHUhURuNuApyXxJdqACJOf4OCH/I24RwYZuzXm9ruCqO4M4r3wtRZetHzGZoXgJp3m6jRsuhAr0rtNvZj5bsA+BujLJ/xHy9cTxmOBitJpxJLB5iqtkRfWQB12444eMMbcg9zSH60plN+JFLIfcNs/7LZ/wK0/v0B2qB/WbnFxR2NMt7X2st/AGPO6lQpjXeFZa+0l4DPuzW92kyQsCwjiUi3GducPbruN3pERBotQzUHxdYhH8o2QuoJYfF1IOCCJM6ISsDUDFwxMJqG7Fy5bKA9AaQvYLCRzUJ11YtcFnIfoeYi6wGwkNAC1wFNILcUUcCvwMqF32hWCwI0hguaHBvrklgShdtC47afcSc+6E79EKKnw+G9RvBdCgmBp1hbHxwWwNk6oKOudqnhybBqmmzzMbxXapi0gYvF1+wlW3w23d1xEiurvdvs+GhdAxyWnQ73LTcRcSYnEC7gBusaY1xtj7nAnfXiBE123ZAqFq7qW/W75Gd2CGGEDiG7cggvBRbC9LIXws7fBq6oyqcFugKkrkHST1hPfAhyH6A5gFEwKordAdBYREj+ZYRoRqW9HhGsMEa+IYO0V3TZpwP9bqkiZRMGdoLf64vHBLKE0ws9g8seZJoxJ8ttAsCjjxfA2dox4mFgFUOkkqshN5RhMV+Wr02xa3Cljrf2yMeZR4P7rJbzU6NBPWms/Uu/7NCRR19UAftmdyNuNMe8EPrlQX9H1xu1vexuZZ54hPScZn1EfokWvQ7TI16Kns3DbRhjtBnsK+kowbSG5CRJF6DIwMQGVXph7WmKDnAfeCDYPURXpVNfl3uAc8k16A+IW9YXsLwGvJUS+zyBu9SmC67LqjhPP7pwlJM94S84n0njr0CAWY7xHqBc5L6B+GbH3gmutRUXpJPxN63YYm2u+AK2CJdhoXOjtYB1JMY8spzSvIZ5pY0y3MeZdroziAJLu0REkX35ZbKjvgshXF2xDQnhl4DVJ2FSC4dsgKkKpD7b0Qa4IxbuhchkSt8oHsvidQAkyt4J9FaKgT0L0FFTHwXYDryBC5Nf/A+Iu991deoCTiPvS1wP6Xp8n3HKLWIoRof4vG9vHDyE8iwhnDhFcH9j0o+Yn3Gsvbj6LNN5AO+4S9VSgw5OHlU6kAHYUeqLmO0K8CC710Rzuqicr1IXrSvW+yYpE0Fl9n0PcoPcjfttea+1bO8EKBCju2MFgGhJTwGuA1yP6FKVgW6/UQuSr8M2j0FUEkwT7Gki8GqaOuhFGE1A9D/Y8pF33FpOHShX4DrfuMPLvugP5VJ5E2sj0Ad8i+1zN6AQxPycRcZwiqPOg264PsfgiROh8jYZ3p1YJ9YNxyzFuFXrRg9ACw/cO5TqvYb67VFE6AectMbMwWm10ZubyqNbxaB/6brzJfOp2hxpj3oJk+dwPHEWE77o+2/VOcnaWrgSiESXcZz0P0TQM3Squz+wt8O2zUH01FGelQt5WITcEM0clLph9LaGptctfTrxW6v9MGcwg4gb18bqvIjG+WxBP9CwiilOIBVdGMnRmkc/FKOJeLRLq+HwGqRfOBOKy8S7NcUTofKF8wi1LEmoALSK2/hi14labAKMDRZROZQLYLF+fZmeHNr5EYjXYfuNNVr7PUtumvQ6p47jfLfoUcMdi/UCvN2twvZHp7YGCq12vAP9kA0zMwUQR5tJQ/HaYiaA7DROXoHizjDjKV2H2Jcht4KpLcfrrkHkzMh9pDvhrmTtmneWX+E4wZxBh8i3RRhABegNw3O07TMgG9eOQLCKMBkmK6UUswTTz44XeVTmBiFsv4Rszh4iwj/V5Mc1SXw8FjQkqnUgROAOZNETrLzt0FTD1DGM3xtzMMlxMS70fOYIo7L3W2rK19t03EMCbkQGJ657chn5SOah2Ib0+TxiYysvoovwoXDgB6VmIpiD3MlTGwDwGs38njUOnJ6FahakzkPkOsLNcjcHNvYg0vb4icUOuIEL3NCIkQ4gPNkIsvTQibLPIp3wLQbTyiIjNIsLmO8d0I9bfmDt+mlA43+PWjRMsxzlEAP2kiVn32scGvZW32GexFboHK8paUkG+mz1SJ9hkDQTaISb4IeqrN/9N4BfqfZOlukOPINZfKVYsD/Pz4OPcwvJM2fYjmcYUpAE2xRQMVGW6w1Qaom5IjsFsxtWcvx6SKYj6wQw5o+spiF4HiQoS2zuMuDe/BxJJZMeboXIGEm9ABOw0oQZwDEly6UcO6K3B55GawUnEbZpFLMc+xG876I79vHueRyzCott+yh2vSiio91bcDKGG0FuDnoXET12gSqfjm0gYqFSaH2drYNu01cK1Y3vMGPNZZGjv8YW2M8ZsQ8Ty0HIK55cqgoestZ+u58DGmLoDlO1ItHU7th/RoO1lGNsA0bi0QBt5DmbTUL0IUR4Kg5B8LbAR7BVIvArsMFQvQ2IMqieACMybgEmw3wbm60BFhNJ8XfblBSQc+2pCecJTiNW3A4kJbiW4Or8NKaDvcSf6NBLE3IYU3PcggmoIFuI0ITM0Ioxamo299uUSvi+oZeHG2NXYdtD8gIiirDX+Unsl5JQ1m9Z3h/rOMn3AC8aYJ5B+pOfd6j6kE80O4GFr7YeX8x5LbZv23noPvJx92pGkMdguqHZDNHMWuvrhbBqGe2F0Cgpl6D0GE/2QG4cLhyF9DLq+G3hapkLMAYyASUM0IKORzNdEODkNZrsMGySLuCZf6979tUgdoC9OnCJYfqcJWZ1+ckmaMD3iNkKijI/3xev8CoROM1PML5CfIWSNzhDKKmpHJhF7DUtzlSrKesW1EMzlkO9pE2mPmCBwtSXbJ5EQ2/2EMohRRBR3r2RebbOnWq0qri/dMdxsq9gQyIZRLffCN8EcBTYl4TWXYNutIoBlIDMJo6+B0mWYPgfFHMzOSrKLPQuJEjAt5RHRRjAWqs+A+VZE3KbEWpxLunKKFxD3ZS9BuMaAJxEX5asQATtHcG2mkCqWLrfPAFIT6LM8k279VoIbdAoRy1HEUvRWn+8L6lPLsswfnAvXd31W3bYziJWpKJ2EayAfVVsjN6zF3aFxrLVHkKqEhrNuRdAYsxd4PDa5eG9Nl/OGUL18Scp/DFIDdBroOg2pPhG0TB/MWqhMSKs0m4J0N1SeBDsJE8NQOA5mC/IluQWiU2C/KM20q6MQDUHyWUKT6hRixc0hQjmBuDmTiEieQSy9GUTMepAkGT8DcBax7LywXUHEzNcZjiAK7hNdfBapt/Z84+x479DrWXe1kyRA3aFK5+FLibJyA9xsAWqPEom6qSeb1LPSYvm3rGT/VWZ3jeAdJJR4NIzU0AYSZUIlQjHjBjtkIDsLV16Wsob0XZA4B6kipLJQTcLcDGRSMHMFSYqZRYrgn0SssmEwbwD63ZdmDrHmMkjSi8/8fNKtKyFCuNX9LCJidwE3sxKxDCtu2SW3PkIsy2lEsAbc/pb5rs5JQtzPj0Xy2aK1aWTxMgpPoma9onQK3uMCTNrmW4Lt0TFmOdR9jV/pLfmuFe6/KrjZU7VcQIKoDSWarYSwWTkLhRLkKjBzyenQVsi9DqYmwV6C6SdheitU+iG7C1LnIe2SWOwlVyJxuyuoH5Gu85ySuCD9iCgVkeSW07If34FkhPYjrlI/Gf4JwrikTYiF59K02YKceInwBc2751Put5sjlDNUCeI3QxiomyRkj9Z+s+NzBWF+rFDjgkon4ePnFgpR00OCwLoSQWPMNmPMh4AHbrhxDYuKoDHmc8aYijHm/AKPC8t5wzWiTMgG8YwCGGNKjXwj29dHdQ7Rj1IEJ5+GmQy8dAmiTTD9EthjUDkB6S6IBsXyq47D3BGYHgOqMHcYoq1SO4gVtymTiLilwHrXZsr9aj6OdwkRtFn3/JQcjxcRQewmlEfELbgpd+wEIpS+j6jvDepHKXk3qG9z4YXRJ9B4ixGu9fF4C7HWHdrs22BFaQYV4Ly4Q3M33Hh18Y6aNm6bVtOz+ihwz3KOs6gIWmvfCrzbWtu3wKMMtGoGaGmBZV4Uy/GFxpjdxpjDxpjD586dq/+dTp+SJi6ngUtTMFKBy92wqQpcFmE7OwEVA5nXQPocRCflFJM9YF4EuxmiM1DdCHMnEPH6NjDfi5Q2fBWq3gJ8CdHzCmIBHgeeZf60hzNIIX0BETI/LgkkhpgmBAUmCMXv/pbPj0zy7kwfOo73DI3fIsZjfb54Hre+dgJ9K/SMUpRm4BpcTLZIYkybWoJO+OI9qz8F3GqtvRWou0xiKVejY4usO1TvG64Ro9SIXez1PAvRWrvfWnuntfbOgYGBut+okkxiNiB3dqUcbNgIycswNy5ZYJdfhFQPmAmYuAJV18czNwfVaUgNi8szsQuqRyH5MnAIzHHZzg4AQ1J4b/8WqQ2suJ9Z4HbC/MA5grs0gSjzN906PzgXJJvUIIKVQ+KEydh+PiHGu0UhzBv0MUKf3VkhTKSPt0SrLaL32/pvVIveXirKquBuOu2l1ugd0WYxQTes4VPGmCoifI8Cj1hr77LWftj3rl5Oad4Ns0MXmxC/ktqMVeYC11qDJQBr7WhD3+nKFaoG2AycHoftRUhMQnYzTE5C7zR0udIDOwmzXZD/pzD3NzCZgmwK7BDknodKFiJXhxddETcq58HchQjV9yJW/7cCX0OsuNcj2Z2+SXaZ0BrtuPu15xCB88LjG2J796Zxx48I2aY+6ca7M/04ptrWaP4+KhE7fhRbHyc+VkmtQaWT8B6UHGQNXGmyCrZBdqjrWX2/ezyBWHz3uZFJGGMa0pVsXZZIuHY7ozWLy6yG5XruDCaLeCDvNDA+Cxu7YSwPE5ehtAESX4VLc1DYJBbg9EmYS0AiAgakMP6ygfRmMLcgiSsvS4mEvQ2SFZi7CSmU7wa+gQjhGULB+1mkm8w5xDoESZSJEIEbI1h6vh2bD9b76b/+41AiZIp60fP1gRVCHNDEXkMYwRR3g1qC4Pkvfq3VqCidwDSYV2DSQKIFRLD1nTG7kLvyW1ZzSlHdt+MtXhYRZ78xJh4o3UV9zViXRLVvgIp3sGZykE1A1cL0Gbh8HmZnYHwITArGxsDcJkku1SwkI8iUYGIasq+DynNQPQK8CNUi8GYw/dJr0JyWY5BB2rL6pJfLbtkwkgHaj7jKnyF80guEur9uRChBLL4c4uKcRm4NvaD5vqAZRDB9Nxovatfz6fihuv42c6H2sgtlkipKB2AHIGMl5N5sWtwd6tyc7wCxCp1l2HCWYwnuAj7f6BNpNK7VzgNOCLcDRxtdKA8QZTJE3ci1/sKEzAk0BjbkYHYQTo3AxpR0fclXYPYiVPpcpuh5GauUrUCUgNQUWJchWhmE6EXk2/IyRGOIJTiACNYgIiQb3a834s7If7s2ItmifUgyzRZE/EYR3+24e55HhNB3h/GuT+8S9T1CswQLjtjPhT5CtT1EvdXoBdR/q9QlqnQSaTBjkLbNj7O1V9u0q1agMeb1zO/AsWKWI4JtU+BlrX14td+j+o0nsVcgNYerFZyT5tgngM3/FEaekgkRU8/AlSx0WcjMwcy4ZIImz0ByCKqTMNcDyYuIgI0gVt0JqHwH8AxEO8CUgVcQQfNlEk8jFuFWxOI7iYjXBCKEFukkM4zED32B/IDbv+xe+7mA3mL0LtO4gPneobVZnv5b5eOGvrNMPGboxy0lCX1JFaUTsMA42DyMGLDNzoyhHdyh1xDPQzHGbHeeyQt+eoQx5l3W2t+q55jLEcEW+O+1DpVbXoWZQTRrGvj6cbhpCHIRzF2A7BTYJJS2QHUTjL8APRsh1w+UYOq0K5U4D+nvl+yxagRJH2/rAr4OJi/lFAwiYnYcEa1+RAATiEBdcMvzSMxwVN6HAUSZB92yIXf8jci/1DfIBhEwXyLhm2r7Uom4y3TeX4JrhS/+Om5FLpQ5qijrGQPkoXJcQvPjTT6dNrIEr4efbGSM6THG/ABwF/AeoC4R1FvxFVIduUD1MsxWER3pKkByRsoiJk7D+BRQgskp+WsXhmH8HKS+KYZWNCdzA2dTMPb7UOkC8yxUpqB6Ug5qvh/sBeBOQnLKNuDbEYttECl8fwURr25CP9Ee5I1ShDq+LPItKBKK5K8QJn1OETJH04Q4nxcvL2zxeJ/vaxrvIxrPHo17MGZpI4eCojSIMWAILmlMsF5cR5jXLbTOWnvJWvtpVx5Rd8XCuswOXUuqR58j5SsMJoHoolQxbJlzM2o3w/hp6N0Cl18BexEKabgyAJlLMH1WBDN1Dswupw3fA4kXEOHKOl15G/B1pMdoinAr9wIyw9gXxCeQbjG+i8wAInJjbptLhLIIL4gDzB+PlEHcpFnEEp0kdI6pJR7vizsJfFeZ2lZp3hWqIqh0GnPAKUgZmGuB7NDWL5F4zj09gPR+XkqG6J5630dFcIWceuwL9FyBvgtImK7LOq/hJOTyYJ+BiRIkUiKI0xeAFORvhaknoHcTXE5AzkjJhP0m2BPAZjBbgVNgDyKzA7252QM8DrwREUUfrysgVmGBMEZpAhGjc4ig5eT96UF8MgWCAPo+oVOEesNZQokEzJ8bGC+TiJjvWKidL+jF0PccVZROw0jbxIxtvg+uPUokbgG21zMVYrG69uuxnH+F3sLHqPb1MTcpBh6vIDkp3cCFaZgZhfNV0ZOLs5A6A6khMMMwfhaiLpiagWISUiU5QPImiMpSGoEfn3QrmFPuwD4pZSsS1/Nxv9OIxeY7x5xxjywidF70vNnq/RwuYM8YYgH6zjBzbn28BRo1y7x71LtG/UdjIUvPN9n261v/G6gojSUDldngcGk2re8OPVTvWKTlsBwRPNrws2hjTnzta0zMgj0L9jyiR18Hzs7BqVm4MgMXx+DE8/DK8zDzHIz+Dcw+BUyCHYNLp6D6OqkfrJxFboAmILodTBqSs1B9A1RLiGU2DnzFvdEgcBMidiOEYvURJG4IIpDdhC4wPhkGRJwKiPVXRSzIi8xvju2Ft8r84ndvBdZahnHir2uH7ypKp+C+T9GU3Gc2e6Z0e7RNm9ey0yfAuPZpFWPMxxpRt163O9Ra+8hK33Q90fvmN1P94heZPA9mBtKnkLDbS4g2zSAimAcmZmBkGooJsNOQfQkqaej6VrjyB1C6EyZGIX8CKichcVJqBu0miI4jB5lC4nPfg7RGi5DJEV1IckzVncDNiCKnCHWB08x3RcaTX4qETNAS4kb1cUZfI+jHMHkWimtUY+vit7y1AqoonUZFRqSVDUy3QJJ9K1ijizMaf+HapX0a+LQx5rC19j804k0afkUyxtxnjOlu9HFblRf+9E95CRiPYO7LMHsOqscQvXkO6Wbmy/ouV2FiHF4eg+oFyE9DLg0cFy26fFamys9dhqgXzLcA26HylHSNsXlEhArIreQ4YpjPIJbeCCI0w8j9zTmCmzJJmB5xGRHKyP0cRdyh5wllEVNIxqjv7uKL6BdzZfps0FqXqYktixfLK0qn4L4bdhgu2uY7RNrDElzsTmHBFpjGmJ+s901WlBjjxK4c99taax9xQnjUWtvynWVWyui5c1SBkxehPwl8FSo3Q+UlSBTATMoACcYQrcoAG6sikFPT0HUGRrvh5m1w4Qz05SB1EihCdQqqj4O5WXoNVo6CGQIzhfQOPY8IYi8iUD2EobijSNLMSUTM0kgc8Szyb/fxv35C5qivFay65bh9u5k/VDf+Da4yX+jicUJi63z2qE9JU4tQ6TTGZRrMpIFkC2SHtv69aGmRddf7A95V75ssWwSNMe8B9gLWNas+BPyhtfaPnBC+fbnHbifuO36cC08+ycvf+QYuXJoiNQG5UcltYYtIRCIl05U4AtyGGF+bgSersKUK2QsibKPTUNgIyWdgLoLEZkhugvRrJVaYOAVzKTlg5BNZfCzvJCI+M4g4bnDrNiEidJbQgDuFuDsrSPwvR/hM+WJ43ye0QGiS7TM743WC3qXqO8jEm2dDcIt64VRLUOlU+sE8B5kWmKW0CiUSxpgHkDheGcBau7+OffdZa++vWXy/MeYd19ml1xize4HlpaW+p2clluAt1trIGNODqO89wMeNMQeQy/0F4DMrOH7bUH7taylPTAJgn32G0X//A6RPfIPJr0KmB+bOgS0AWyXMF51HXKQW0ZrbLRwflw/lzAl45iS8ZrtMm8h8B8wcgNRW6UtaOYv8aWfBDEpjbSYRcasgorcNsQRnCQJm3DLf6DSNCNplROh8XV8asQj98njGZ9x6i3eDiZdJ+GQabyHGk2Gqse0UpdPIgZ2FvvjYsSbSwFMwxuwFHvf9mY0xe40x9yylX7Pbd6GxSMcQQ2vJp4F0jKmLlYjgQbgarDzkHu82xuwA7kBmP3Uc5rbb6f37rwNQnZtj5of/BbNf+ByVCFJnodIDlQFIjoPpQ/7NVxDvYx9wsQqDBg4/BxsKcOUJ4BJkj0J+AFJ3ACWYewlMDswV53fdjIhc1R00g2TmWEQ0y4SK/iQh23MYsQp90+txt28foZ1azm2bZr6gxW8nK4SUt7iL1K/zzxNcay0qynrHAJfA9MCZ2eZXaDfeHbrbWhsvVD+IFK4vKoI3mAl4qN5EzOXMGFzSv8IY8xDwJeAxa+1lt7h2cjsgs/wQS7DjiZJJsr/7WWlSNjvLzK5XM/vyc6THYLYIyech8g1dRhAjrRu4VJGfU2MwMCbak52DqQTM/E/Rqrky5J6VusK5MUh5620cmSb/3YTEGD9Etw/ZOU1oZj2OZJbOImrsrbg8wTr0E+unCZPlIcQJ/XbeMvTrvdXnrUZvMUKDG8ErSotjgALYrHz9ml0iAQ0TQWf41HIB2LmE3XcignnNMay17673XFZlsrzDK7w1xhxDrL6DxpiPNSpNdb1jUikyf/WsfPathR/9PmY/d5DKpNQYpoaALjA3IXkqKcRIG0W83CenYPsrMnk+3wOZcbhwCQYLwGWYPQ/cBNHfQeJWZJ7ggByUaaQ2MI/cu0y6s/LJL36qRA8hJjiBKDEE8SoQLEDfdi3eGq12RFLc2lusflBR1jvOErQpiQnOtkBMsHHu0DIienFGAYwxJWvt6EI7GWN2Ih7DO5fzpi4U9w7kCmndex6rNyFzqSJ4wFr7Dqf4dyMzBe93J7Ib2A98jvmWonI9jIFf+9zVir3KB38M+7cfw56aI3EZ0aYBgsZsJQxwyM5A3zmYMbDhLFw4Dumt0oQ7fQzsRqhOA2chebtkll5tiZYlFM53I5bfIKH8YYZQBuFfJ9x2RX/yhPZn3sKMmD9DMD5JgtgyCHFDRekknOgZYMa2Rt/OxrlDSwss86JYpqbeL76ftXbUmOXdELtQ3CMAxpibgUeB11HnBaYuSzDm6vywe+PXI4K4EylijFuKj3ZCiUQjSHzwo8BH5cXn/gAe/N9Fq3xY7zjyHboVMezSwLCFCQvD05B4Fsp5iMbBfh3St0NlTCZPJE9AVEK60PghvL74J4Vkh8645WOECRN+OnzVLZslCJgXuXjrC+/yrHL97FAvhNo/VOk03M2jr2Bqdl5M/THBfmPM4djr/bHsz1GuDY/517UWIgBLTZpZKm7w7p3GmAXfbzGWJILxyb41y7+MjK54GK76hr2luJdl1Gx0PG/93+QB8KW/hP/0/fKF6UHq4hNIAuhlRH+eQ1qIDkxAz0swEMHc1yAdwVzGadA5MC9AoigNfDGIum4jTIuICK7OHPLRyBLifvGYnhc1L4A2tl1tMky8pZoXR38cTY5ROoUKkAMzKzeyzW4YU3+JxIi19npuywtcaw2WABZyhbrklWuWN4gFi+gXo6F+qVpLUVkhb3gbHHTflhefgf/ru6FyUT4+aSRmaJDclpeBbRZeqcDwJTHuUkD/GBTyQL8M8q2cgqgHopPyhbw6cWKEMIliCPkM++kSGUIyjY8Berdobdand4PWJsTEt49PmFCUTsAA09ImcZzWcIQ0yBq11h5xteJxylxfkHYA5Vid3y5gu3t9yFp77Dr7LYW6911UBI0xP2mt/cjyz2d1j9dRbLsd/txZ+iefhw/shM8fFxfpKaQ2/jRhti6IxTg2BoUx6DoLvVkwBZlnaAbAVAg9R3sJnWTGEYXNIlahS74h7x7eJepdn3HLbqHi+NpMUBVApdNw2aHRC9CbhOTcDfdYVRpfIrG/xsW5C9jnVzrrb4e19kCtG9TFBLfXFtcvUy/qtrFvZAnuAhopWo0+Xmey8Vb4+IvyfOQVeM8/g+NH5b95CjHsepF8Fj84YhAoTsGWKZiNIHlehvqm0mBeBckscvM2hAQtzrrXvqwijwiin1zvY4dZ5rs8fZPs+JDd2iJ7n4GqYqh0ChaYguomeGluvSXGYK3dY4x5wBhzD1L4frRG7HYC91JTN+isv3sRS/ABJNY46lYvJ5xWqneHG4mgMcZ8chknsuCx0Kte4+nfBL/9vDyfmoQHvgfOHBEdO4FoVzdhAP1xYHMVSjNQOu5ajh6HuY2Q6AIKkBpG+rolEYuwhKhqQtZTQgQyQehUYxErsosQD/TJNx7vItUaQaXTsMgN5Euh5LbZp9Pg5Bxr7cOLrNuPVBEsabnjXldGUQ8loK6yvUVF0Fr71jpPQGkm2Rx89Al5Xq3Cz/9z+IfPypeuSEjunCFkmW5BRjylXoSigUyXjMFI3iSV/GYEsQ5BPl9DSPywh9C023eU8d9uw/wkGR8HrBJ6jCpKpzEHJh8a6Teb1m/h2/Jt05RWJorgA38ZXj/4r+DrfyL/cT9wfhixFjcigthvoe8K5K9A6RykeiDZDcmS6/HWixQxDhL6im4izDXMIaanV1gfX8wgIuhLLfxop1bIDlCUtWIUbEm8NM2mPaZIHFhG27SFutcsiopgp/D+/x6e//lvwmfeC2cuiVfzFKJrJxH9GkS0LncJei5B9wlI5cAUIVmAxM2IsBW5dpzTICJuPqmmiOv7hnz7vRAm3DpvLaZX8ZdXlFYgD0xCojU8IZVm1yregOW0QFtOqzUVwU7kn79bHgBP/0/Y+2a4UBEdA+lWU0a8n3mgaKFnAooTolvZ45AqA72QOuE2LCBJNPnY637ZhlRs/RgigClC4kx8lFOEWojK+mRaHpmqdCVsIu1hCC7OWrdNU9Yr3/q98AmXrn3yWXjwW6Qa4iRinJUR67BEyI8pVKB4DrLnIH8Ucl1ghiCVIZRb5NzOWSSOWHTPfccaP6kijwRJ/GgnmF+8n0BFUVkfzEjf4MtAKtvsk2l605qVstZt05ROYONt8BvOInvlafiV74MXXxY9ixC92kjQtzwiiKVL0HsJsilIv+yG/vZBogexBjchIrcR6VDjXaEXkY9gHhFKn7mTRCxHEAGcdj/VSlTamS7gipsQ09z00PVgCcZZ9bZpSgey6Vvh4ZfkeaUCD70Fjn9RGiQVEN3qQVynWZwHdBa6R11J4TnoSkFqoxQIJ/qQ2kPfocZbiD519Zw7WBI3Twq5aKQISTV+bJPPMNW2a0o7cVbGxFw2kMk3+2Ta3hK8Ds1tm6asUxIJeP9fy/PJcfipW2H0tBTjv0IYVr8NMfi8N7R3FvLHYcBAlIJkDyQHwCSQ2oxXEDHrQ6zEEYJI+gLHjNumiIhexq1LuOW+ML/57iVFWZwc2BFIWvkeNZH1ZgnGaGzbtMUwxrzLveFhHZ/UQeQK8Mun5Lm18In74e8eEQ0aRTSqxz1KuGoJC5tmpOwifQ66smCOgtkinWpMD/ANpKm3D0L2IAcdIMw69OI4gaisb/Dtu88YdFST0rrkwYzLOM9i/w23Xk3q75+99rRK27TFuBOp9I+PT9KZgp2EMfBD++UB8Mcfgj9+XxgDlSMkiJ5G9CyPtG/rAtLfhO4IshEkBiF5HEw3YhX6oYqn3AG8a7TPPe8mtOPPIfe1WeQjrR1plFbDN5DYKD8uN/cS2SaWYEu0Tbsurh7j3TXjk2pnCv6mtfary30Ppc341++VB8Bf/ir8tx8T69B7PIcJdfRFXPJoVVLGsydhyIjVmNwoky4SvkDfl1dsRNJWS0iyTQ5xi5aRovys284iH+3auYag4qg0j8vAiHNYNN9b0QYi2Py2aUthgUG7O4D3Iip+vzHmCeAt1torK30vpY1424/KA+CvPg6//264MBfCelnCAAvfm/uidWWFJ2HwNKRzQEncpUmDFOJvdTu+6F73ILHFDYh1OI2IYoHw8U4SvvLNv/gonYjvHXpSPPjpYtPPpg0SY9qzbZoTxXcYY95jrb3TdQY/Aryq0e+ltAlv+hF5ADz5BXj4LfI8jXg7uxED7iTiBe0GTlWhfxxS45B9RcZAJV4G8xwkNyDxw2NINk4fcpeddcvPIpmnGfcoEaZb+BmJEJp5+yQbRVkt/OcsKY2TunpvsP3q0waWYGu3TTPGvA64H5l3fsBa+2LNJhaks7gx5pAx5iFr7fuW+37KOuG1b4bfc67JU8/DT/9TOHZKYoZpRM9KsUc3YilmpqB3CkqXoXAKUi9LP9PkCcQy3IhYhl4ALxNcqSOIQPrUVS+IPrN0zB0DdMSTsnq4eZ0G6LmpqWfSDpZgO7RN+ynkVvzdwF5jzBEkDvi4W381qOkmD79jBe+lrEeGb4VHTsrzqQn4qR3w8jdFx1KIpvkqCd+FrQvoqUDvGXmkU5Dsg+RZl1SzAUmo2YwEHouIsqYRNb0YO6ghXAqmCb7aiND0Wy1EpRFUkVrYXrnqnv1mk8+nLSzBNWElInjQmarvdVOD70H6uHnr8D4AY8xDyITh8ys8V2U9k83DLz0jz6cm4TM/DZ/7iIihbyoziBh0vkh/EMjOQuk0FE9DPgdmI6Q2I6alL7HYgIiatwzjsxF9SUUOEUVvMfqvRjyWqBaislwSSPJWRT5SW17d1LNpkxKJt1trP1PnPm9Zy96hh5zAfdJa+xXgYfeo5Q6kp9tDK3gvpZPI5uAHPyyPSgUe+lfw1J+JEZdGtMt3ZOtBrMMyUJ6E0lHoOSrTLjLDbgTUMCJuvQTL0PeASyCXg6t+V3fQWcIEDC9+KoTKcnEDpu05iQmeP97Us2mTEol3AnWJIGKErY0Iul5t7zPG3H2D7XQwr7J8Egl4/5+G1z/3ffDM5+Sm+hShKL8H0TgfU+wah/7nIfk85LvAZCE9gAjiZkRBXyYIX4FQYjHhlvW75enYw8cStWWbUg8JYBCqE64VbndTz6ZNRHC5JRJ10YgSicdWegxFWTIf+Gx4/oXfht/6YckqHUB0awjRqi3I8OBuoDQG0Rh0jUDhKCTLkOpzG3cRhG4QiduU3LIxQv1G2W3TjVzQqohVmECtQ2VpXJSWgUlC+VATafXEGNq1REJR1ow3/5A8AJ76PHzkbkmq6QeOI/q2BdGwbkTzUjPQfxoypyF3FBI5IAOJPERDiBD2IaUWZwiDFS8g5uYYYjH6Qsc5Qru2WtR9qnice92UXfekE009mzaxBA8to0Rie71voiKorA9e8xb4hCu9ePIg/MbbYXxMhlFYxFVaRoTwFK4N6RQkplwHtgiyJyDZLR1rzCm3g48jDrjHEGL9DSEdxHOEzB2fbRoRxE8zTBWQz8EMmCtyn3VlpNkn1PKW4HLKHZZTVqEiqKw/XrsLPuYaFF08DQ/eBS+ekDvw44joFRF9897OfBUGZqBnBNIj0PMsmGFIlQiWoe9ZuhmpPfQxQ4ukseYIccM8Ic7okiKUDiZCrMFxueqOjzb1bNrEEryKMWYbUHJJmA1FRVBZ3/RugF98WZ5PjcP7tsPJs3Jj7jyhFBCP5xlE54aBM1PQ/QL0pWQKuHnKlV7cDLzkNioQ2t2kCcOCc4jr1Jdl+EJ8CF85X7Cvzb47gyowA3OnXfnqtzf1bNqkROI59/QAcBB4YTXeR0VQ6RyyBfjlM/J8/BI8vAtefDyUBfYgmvYCYfpFeRZ6ZqF4BbpHIPkiJEqQ2Ir4tXwB4wwijMbt2IO4U6cI5maPe6PaGkRNsFn/REhKcw+MnYLkRLNPqB0swVuA7Qt0I2soKoJKZ1LogZ/5kjy3Fv7wp+FPHxSvZQ/Sn7uMGHkDiIYNzUmGaWkEsi9KmntiEFI5gn/Vz4vyEzCG3YEiQnwxSchITSBv6i9J8XFo6kJdXxiISpK89W92N/VM2sQdemi1BRBUBBVF5iL+25+TB8BTX4BffIvcuJ9GRHEQOIHU12dwgnhBHvnIhQU3gylAqp+QVOMr+v18xG5EAFNumR8Y7AcEVwjJNBVCko0KYnvj5l1WrdwXVaabfUItnxhDzZR4Y0wPsBMpov8BZJ7to/V2iKlFRVBRannNm+G3nUX26PvhL35e7t5zSGap72NaxmWZVl0ntpdcfDEl45+ifkgMIQHHIUQEs4ilWEYSbHJIcX6EWIa4ZRBmTkWErFOlPUkAx2F2Rq66V0agZ7BpZ9MmluBo/IW19hIys/bTxpjD1tq65gZeDxVBRVmMex+UB8BjvwkH/m9IVKVAv0ho8u0TQjPA4KzED3tHIPNNyPRBsl+E8aqFOIgo6gBi5Xk3ahK5RHUTrMYMYRRPHJ+VqrHE1qcKbIHUWfEw9G1t9gm1gyVoF1l3aKGFxpiftNZ+pJ43URFUlKVy97vlAXD6efilN8HXXxExnCXo2SuEub6brMQRe0cgkYJ0FqolyGxDLMRtiOXX5V770orLiPjlCbMRs4SO4qbmoYk1rY1BskOT0l/h0mnI3dK0s2kTS7C0yLrrCeRd11l+XVQEFWU5bLgVHnZdPy6cgg+8Gp65GIZQdCOxn5OEIRZ9s9A1C11XIHcSsoOQfAaMT0X18UPvLvV1iRcIWTq+MN/3L/Ujn1LML7fQbjWthbPaTU7UJ51v+tm0eokEcP8iI/h6jTELZReV6n0TFUFFWSnlYfj1C/K8WoUPvxWeeUyGh6URS7GEaJwfcViuQO8p6DaQOwFpV7CY7JZxUFfLLQbd826CKPYQCvNziPJmCNaiQcwNjwpi86kiUyQuyb8jXWj2CbWDJai9QxWl7Ygi2OPCFbPTcOD98PmPiDH3EqJjPiRYBvIWNk1CchKKo9B1EuxRSGQheyuSnnoMUdAhQumFr0f05RbdBHdqmjA0GMLlzscUNdN07bHAJUgMw+VTkGuuCLaJO1R7hy6EMeYeYDvSReACsBs4YK09FtvmAeTKUQaw1u5vwqkqnU4qA//2w/KoVmHPq+GlZ2RQxVlCYs0LiH6lgQ0Wemagawa6vwHpBESDkMwg3WrybkefYJNDBDJNKMMoIgLoO9XMIcIXHyDsnytrg/tbz1yRe5FE80dxtXpijPYOvT5lxETei6TQ3lcjgHuBx621B/xrY8w9/rWiNIUogg8/Lc+thUf+HRz+fRFEb8z1IjHEXsSw659yXWtegKSB6GVIbYBkF0QpREEHCEMVs0iijTc3vZvUJ854F+qc28a56NRVunak5xbPeVwj2sQSXBPaUQTBXRri4hdjt7V2T+z1QWAPYjkqSvMxBnb/njwAvvBx+J13Se9SP4xiI6Jrg4h2FS30jEP+qDMG0xDlxL2WHCAULo66HQcIHWkyhPhhyT0qblmK+ULoLRStSWwsLmlpzMjVq8lYGm8J1uuBc9uDZHQ+bq19uMGntCTaUgSttaPUFFICGGN2LLD5BaTLgKK0Jm/+EXkAHPpN+IP/IC1Hs8DzhIHBG92yMlCYkUfPJch9U1q3JTZDYiOSjuor+X3CTBqx/orIkMUxQrJNFhG/JOHS6MWwLS8RLcgcUISxKy1zf9FIS7BeD5wxZp+19v7Y6yeMMTRDCNvyE+5SY33eeCn2hyu75XFG3T4lJ56K0rrsfLc8AJ79e/joW2F0TDTpZcQKHCC0Ic0AfRbKE9D9rGSaJgcg7edF+abdXYhZmUG+IkUk69Rbh95SLBKsRxBR9J1slOWTBEagNyH3H01mFUokluyBM8aUuNaI2ee2VxFcAoeAC17QjDH7jDG7neldWmB7L4reVzQPJ6i7AW666aZVOF1FWSa3vRF+zc1FfOrz8CvfDyMz0mgmj3za+xDd6nOPwQlIHRfNSychXQKSEKVlWDBlpBC/H8k89TMRfbKNF0KfQNONXC4N1wazfK2isjSSMH5arPwm08iY4DI8cGXgAWcNxkNadWd2NoKWEEF3Z3Bd4hbcAnHAg0iSzH5E5Mo16/3rWgvRH2+/25c777yzBULWirIAr3kLPOKaLp95AR58E7z0kiTSeEHsRzyhWVxuzBxkRkK/7u6TYFKQvgUir5oFxD2aQHqZ+jpE37nGt2/LE/qXVgkt25IEV6om2FwfCySh0gOTl5p9MkBD3aF1eeCstceMMXfUXMt3cZ1WaKtN00XQlTws2urG+Yr3OLG8CPTG/rCjhDuIC1xrDZZgvpAqSlszdDP86nF5Xq3AT98Jx74imaanCZOcugkJokUgOwd9c1B4yg0UHoDUVjAvAzcBI4gADrkdi4Q5Uj2IW9Qgl08/CirJ/CzUeBs3JeD82YUeyDdfBJeRGNNvjDkce70/lvhSWmD7RT1w1toj/rm7ru8E7qjvlBpD00XQBU7rydzcUyNo24Ej7lhHjDGjNduXadIdhqKsOlECHvxyeP2L3wfHPycWYpqgVX0E424LrovNOUieg3wWMs9Dqg/JvvFtbXoQ07LfHSDlDhavN+wiDA0uIBf7KuHS4sdCdTpTQBEunG6JEgmo2xIcsdbeeZ11o9TpgavhUeDu62T7rzpNF8F6sNaOGnONy+Ve4KHY6/01WUm7kKCroqx//t/Phud/8kH4zM+IJvn8ly6kc81G97wPKE9JQk3xFcgdg0Q3JAfB9AKbkISaKnJd88paRCzALCKSvmONtwznCNbgHGIddrLL1LmRuyKYbPa5NLxEYtkeOJdVuiduGa41bSWCjv2uvmQUuAXYF0/DdW7TB2KdZY5qobzSkfzLD8oD4M8+Cn/w46H/9hkkw7QH0bRhoGCh5woUr0DXK9LaK9kLyRKYboI12OsO4i3Fk4hQ+ir/AqK6vtF3hmANenepHxbcKcwCxyHRA9PNz4yxwEyjjrVMD5y7Rh/0AmiM2dEMMWw7EXR3Foum0Tar6FJRWpZ/8WPyADj5PPzMG2DkYigTPIVoWi9y+eoHonHoG4eek9LLNJGRTjXRICR80kwvsNUdYJs7WLxbTR8uAEmwIr0d0kmu0grQBXNXWqZVS4OL5Rf1wLmenjtidYQ7cULpYoJlZGK8iqCiKKvMxlthnwvVnD4GP/OdcGFE9GgYuSoUESOvCKSqUnpRmhDd6joLyUgSa0wJki8hyTQvI4k03irMISanL78oEYr0/fineCJNhTA8eL2JYxUownQEE80+l8a3TVuCB24nEro64ETvoFseD1U1xWOnIqgoncyG7fCxc/L8xa9ILeLkadGv04Q+3a8QwoDdQE8VUmdgy1kpu0jlILEdEj4+6IXQxwyHCLHEotvGN031WaZ+BNQsYdLFeokjpoCTkDAt0XtgNXqHLuaBi5eiOW9ey/xTVQQVRRG2vQ5++ZQ8P3cKPvJP4dnnRcdy7tGLeDb98xEL/a6FW+9XIJmDZBGSQy6xpoQk17yAWIl+qKL/Ge9S4y3ABME6nCbEENu9OP9FmGuNBtrQ+lMk1goVQUVRrmVgGPY+J88rc/BL/xq+/mfwInLV8PpWQKzFQUL7tvyEuEwTBSm7SL0IZrPb8SbCyCdf0JjCtbhxB6wSkmuSiGrkmV920W7MAIMwVmmJke46RSKgIqgoyuIkkvCeP5Xn1sJH3gmPPxrat5WB55AYYh6JK/ZbyI/JY/AERM9K2UXyBJg+RAS73U8/A9GbmEn3vBcRxwixCOPNvtuNOaAb0tWWCXeqJSioCCqKsnSMgfd8Krx+9EE48AEx4kYQ3bqAaFg3Egp8sQKDk1A4DtnjUO4CsxFSRUJxfgFR0O7Ya9++Le8ONEMoR/PuU9/CzVuMFUI8sVXwmbAnpJ/rxFyzT6ihJRLtjoqgoijL5973ywPgwIPwRx+QhFCfQHMC8XheQLSsFxgbg9KzUMhB4jmpQUyWwXQhrtIsQQB9Qs155ifX9BOGL4IIjX8+Qbi0tcLQYItYgnnpXd4iiTFqCQoqgoqiNIZ73i8PgL9/FH7zHSJ+pxDxixAdG0YMup5JyE9C32VIvQKpCNKuZ2m0GRJdiK91I5Kq+iJwMyKEFxA3apUQU/SzE72dk3A//VioZmWaVuUcKn1waaplEmM0JiioCCqK0njeeC+80V3tz5+EPZvk+QgiigVCck0fgIWeCgyPQ3Yc7GnIJ8RCTA5AwscRxxArcQCxDr2w9RNmIvYS+pcmkct9hjAFw2eerqUgXoLoRKgCaTKaGBNQEVQUZXXp2wi/5QTx9DH44G1wsQLjSB/TJGLsRYix55vODFag6xxkz0EuI5Zh6iUww26HbkT4fPCxF1GZEqGpdxERv7zb1ifV+KL8FKtfeuGOPzcrp5ZdxbeqA3WHCiqCiqKsHRu2w286U+jUc/Ch74TJixJH7EI0aSNiMR4jzPntn4a+aSiOQvYZiDZAqpcwTbiMqMuw28EPVfRjoHxPU+OWTxGafUexnz7hppF4/2dKvLOp5l921RIMNP+/oShKZzL8KvgV175t4gr89Bvg5WdEAH3/bV9F4bvXlCrQOwblo5CLIFsAMpDcBKbsNurGdQQnFDJ2IWKYQwYv+jpEEEmYRmTBu1dLbl0jMk0tIrAFydm50gL+UNQS9KgIKorSfPJF+MjT8rxahV+8F57+Y3ilCs8TRhrmkH7dvRZ6K8Bl0bfec5DrgqgLkhtctxo/FNjPRvQu0iHENeoL9EuEMgvvq7Run3gLt5WQgsrz8naZZmeraolEHBVBRVFaiyiC93w6vH7wn8MzfyEGXDdh4kU3YuQNuNfFMXl0j0AiBcluSJQh8ubkICKIzxMycjYAZxHx8xZgAbEKK4QkGz9IeLkCdhmijPwOUX6Zx2gcWiIRUBFUFKW1ef+fh+d/9Qn4nR8Sl6kfbegrKcqIpmXmIDcHxUkonoFsBlJpSAxBIk8QwGFEAHPuIHnkwL6gsQ+xBLsJ2aUm9oBgQd5IHMfBzImWFjct/2/RQDQmKKgIKorSPrzp/5QHwGMfh997l7gYTyHa9gJhipMXyO5pKE9D9opoWb7LjYDqcQX6GxBLsIBYi0PAJcRsG0LMzJJ7JJCD+BILP/ViiuBeXYgcMCOaOdEaQ3VVBAUVQUVR2pO7f0QeAM8/Dh/+Hjg9I3qTIAy6HyJYjRmgbwxKY9DzCpCGZAnMECSKYE4gB9iCBCLPIyZmH+JK9cWNPtkFQrmFr1uMl2NEbr0FOyLnke1atT/JUlF3aEBFUFGU9ufWu2DftDy/PALv2QYXx8W4ewUx5vx4Q58n02uhOA3dZyB7RrJNoxIkBiD5CjICagtyED8GahhJVYXgJjWIpOQQ8ZtBhLALsbcMUuR/Ca4Am+5Yzb/EklFLUFARVBRlfdHdD/vG5PnoWfj574Xnnw1NvZPMTxrtdo9MFQYvQO4CpFOQ+Rokvg0Sg4QkmuOIyzTrDtSNWHsZ5hfo+7ihzzZNgOmXTW++c9X/BDdCLcGAiqCiKOuX0iB8+JvyfG4W3rsDXnlKivN9HX0vol8DwMtu+cCsq8H/GqTzUM1A+maIhhDB60fcor5naYFQnN8f26aM2FznoDolxx96aU1+9cXQEomAiqCiKJ1BMgUfeVKeV6vws3fD838lgugnXuQQj+corvF3VYrz82NQPA9dJWALJF5ypRc5RC0LiCt0yO08AFzEdQqX51e+Ji+ThbX4bW+IWoKCiqCiKJ1HFMEHvxBe/9r/AX/7+yHT1Bt2mxCjbgDYDFRHoXdUvJz5JKSGIJmFqNdtfBLp++Z3GkQus4eBlBz7rW9ck19xMTQ7NKAiqCiK8h9/Tx4A//Bp+JV7xEV6jjDW8ARh5u8gkJ9zGaZArwGeguRWSL2AxA+7ENNvCCpn4fwlyY/Jldbu91oEFUFBRVBRFCXOd/0AfJdrev3M38AvfK+UDfpepkkkjtiDCGIR6LNQnIK+b0IyKc29E92QHAZegMrTMFmRqRkD25rwS81HE2MCKoKKoijX4/bvgd91gviNv4ZfuRtmK+LW9Mk0ecQ92ocYf8NzbgTUCHQfg2QGRqfgaWSyfG9/U36VWtQSFFQEFUVRlsK3/TPY5yZAHPkc/M598OxLchX1HWqKiLVXBvJWRLLbZYU+g1RYJJt/2VVLMND8/4aiKEq7seOtsOO4PL90Ad7/HXD8hFiEKcQq7EVak6aBC8AZmD3bmJkUK0VLJAIqgoqiKCuhpwy/+rI8nxyDB78Xjn0lzPZ1FRLVJ2DsjGhjK6CWoKAiqCiK0ihyXfDzXw6vD3wQ/vvPwCmovAIvVVtDBLVEIhDdeBNFURRlWdzzQfg9C4cs0+/6T0z29DT7jIAggkt9rGdUBBVFUdaArp99kO8aHW32aVylWsdjPaPuUEVRlA5D3aEBFUFFUZQOwyKjgBUVQUVRlI5ELUFBRVBRFKXDWI1ieWPMA8AxpFUA1tr9jdx+tdDEGEVRlA6kkdmhxpi9wDFr7QEnZrcYY+5p1PariYqgoihKh7EKJRK7rbUHYq8PAvc3cPtVQ92hiqIoHUij3KHGmB0LLL4A7GzE9quNWoKKoigdRoMtwTIiYnFGAYwxpQZsv6qoJRjjiSeeGDHGHG/2eTSAfmCk2SexztC/6eqgf9f62NqIg1Ths1fkb79UssaYw7HX+2OJLKUFtvciV8YJXIx6t19VVARjWGsHmn0OjcAYc9hae2ezz2M9oX/T1UH/rs3BWvu2Bh5uFJfhGcO/rrX4lrP9qqLuUEVRFGUlXOBa664EYK0dbcD2q4qKoKIoirJsrLVHuNaFWQYONWL71UZFcH3SlKLTdY7+TVcH/buuD/bX1PntAvb5F8aY7TXrF91+LTHW2ma8r6IoirKOiHWA2Q6MxjvAGGN2A/daa3ctZfu1REVQURRF6Vg0O1RRYhhj9llr769ZtmiPw1bpgagoSv2oCLYR7mILcBfwuLX24QXW68V6mbh+htsXWPa4b/FkjNlrjLkn/nqx9Z2KK3reTfi8HXYJEX69flaVlkATY9oEZ6E87B73Au+MieING9K2UsPaVsQYs/06q27U47BleiC2Ck4AH3OfVf+3eV9svX5WlZZBRbANcBeV0ZrF+6jvYqwX68XZifxNrnKjHoet1gOxhdhLLNPPCdl9sfX6WVVaBhXB9qAMPLCAtbId9GK9UowxO4FPLbDqRj0OW6oHYguxm5qaL18ErZ9VpdXQmGAbYK09Zoy5w1p7LLZ4F+FCs6KLdTO6NLQYJWvtqDHmmuULbBvvcXij9aMNOLe2Inajtt0JWhn5+/r4tX5WlZZCLcE2oSapoITcGXsXUWmBXeq5WHcsN0hiGWXxHoc3Wt+JXPVWxGJ6Ps4H+llVWgwVwfbkUeDumGU4il6s68ZZLaOLbHKjHoct1QOxRfCfp/jEgUOAT+IaRT+rSguh7tA2w91R74lbhtzgYmyM0Yv1wuwAyq6bBYiLebt7fchae8QYM1qzz9Uehzda36Ecg2s+V6Nw1YOhn1WlpVARbCNcmvhBL4DGmB3W2iN6sV4etW5QFxPcXlOTtr/GZVrb4/BG6zsKJ2SjxpjtMU9Fya8D9LOqtBTqDm0TXAZjGThsjCk5V947Y5vcqCFtyzSsbUV8b0PEEnzAZ3daa/e4Zfe4usyjcfG80foO5SHmZ3O+E9gTe62fVaVl0N6hbYC7IF9cYNUBVzjvt1u0IW2rNKxV1j/xRg4Ai3Q30s+q0lRUBBVFUZSORd2hiqIoSseiIqgoiqJ0LCqCiqIoSseiIqgoiqJ0LCqCiqIoSseiIqgoiqJ0LCqCSsdhjDnoHg/ceOvGvN9avM9yMcbs9X+TZp+Loqw12jZN6URG400GVgvX5Wc7LT4Lz3W9wRjzaLPPRVHWGrUEFQWZKGGMedQYY2Njf1aEtfaQ63QyusD77TXGPOHeb6FBsvFtd7rtnog1+1YUpQGoJagoyOBi4F5jjAUeX4P32+P6Y77TPY4ssnnJ/byvZnqIoigrRC1BRXHELLK1nFiwD7iudef6xo6u1ckoSqehlqCiBHYCxxabW+fckbcscoyD1toli6i19pAxBmPMzuvst9Nae8CNeVIUpcGoCCpKYBc3sAJXaZrBp5AxTjozT1HWGBVBpa1wcxR9tuUd1tr7XanDqH+9gsPvROKCu5EJ6LuQ+YAPL77bitkHPAHMO3f3uy4YA3Su20eQ7NObCX+Tu4DHF5pp6PZ5J3DULTqsMUal01ERVNoGFx/b6a0xX9tmrd3lkkx2G2P2LObOXOTYPh64KyakB1xW5v4VHHMnUHIZpwu6St009WM1E+oBdlxvQK/b515E0HbGtjvg/i7luNXqyjX2WGt3xZbdY4wZjU2AV5SOQxNjlHbiHTXuyDLOUnIicMtyxMqx0x3nqjXmp8u796kba+0Ra+3D1lpjrd1zg1jhPmoswSUc/5j7WSuUe4B9sfP3x99Ts90jwKLlGYqy3lERVNqJT9W83gFc7XKyQotmF1Ab77sTKaxfC0vpALDTC5ezIpflqoy5OO90x9oObF/A9Xn39SxNRekUVASVtiFu5Xn3ZT2ZmDdgJzFBdaxZsooT2iPAO9yi7SsU32NIvJDYz9r31Hig0vGoCCrtyk6WaSnVskh94DuATzbiPZZI3CU6usJjbUeEkNhPRVFqUBFU2gbn1vO8EzgcW1dyyR/L4Zr6QCeMJe8uXKN2ZZ8Cdrgkn8M32vh6uHMf9VaysyhHF/r71PxNFaXjUBFU2gJ3AT/qenx6y200tsnuFbhGF6oPvBNnaToBrI1HNoLtcRFyInwIeGc9CT5ONOPsBe6rWXavWx7fT5NilI5HSySUduEYkrjirZm7gb0xC20lRexlagQCV8DuBGbRLjLLwZVM7AbeaYx5KJagsq9mu50EF+kjxph9CxTsH3HblZA6wb21NwSuM80e976+N+oxLY9QOh1jrW32OSjKmmKMeXQtRimtBcYYa61tSE+19fR3UZSlou5QRVEUpWNREVQURVE6FhVBRWlDjDE7/CR4NwxYszwVZRloTFDpOIwxvij+4Bo0x255XLKML6vQmKDSUagIKoqiKB2LukMVRVGUjkVFUFEURelYVAQVRVGUjkVFUFEURelYVAQVRVGUjkVFUFEURelY/n9y/gr1MlwrpAAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "ddp_zmin = gold.meta['DDP1_ZMIN']\n", + "ddp_zmax = gold.meta['DDP1_ZMAX']\n", + "\n", + "isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", + "\n", + "fills = rand['FILLFACTOR'].data[isin]\n", + "pos_slice = pos[isin]\n", + "\n", + "fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", + "pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", + " \n", + "plt.scatter(pos_slice[:,0],\\\n", + " pos_slice[:,1],\\\n", + " c=fills,\\\n", + " marker='.',\\\n", + " lw=0.0,\\\n", + " s=1,\\\n", + " vmin=0.,\\\n", + " vmax=1.,\\\n", + " cmap='hot')\n", + "\n", + "pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", + "pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", + "\n", + "pl.colorbar(label='FILLFACTOR')\n", + " \n", + "plt.title('{}'.format(field))\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "75c59970", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:04:06.847426Z", + "iopub.status.busy": "2022-03-01T13:04:06.839637Z", + "iopub.status.idle": "2022-03-01T13:04:23.910808Z", + "shell.execute_reply": "2022-03-01T13:04:23.911576Z" + }, + "papermill": { + "duration": 17.191389, + "end_time": "2022-03-01T13:04:23.911839", + "exception": false, + "start_time": "2022-03-01T13:04:06.720450", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", 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vHg/dNrAblOU5Elc54PrZFva9U8OsWzcQlPeTbPRCMpxuU8fTFuQlhkT59RN5XeRclCI5jDV4H/CNAe+fismLHFQqSaOZMMEg1L/Goe/9GT//2j3cdd1leNy9eHxpqBCYGEeoEMBiwm/W8ZNRbj7FAfAE9zBr2UK6TzxN+4FtJM0p5dDJNHpeAWM1uPrAGlaBNyORnAc7k25h1o030lfXRdVRONVUjBBw0g3d478CmumKRLkyEnld5FyUIhnhqUgppE2RwgFPDiyFFMmRLI1Evz7G0FJJGs2YOXn0KA9mCn5dIGj80ywCe54gJa2SZ1/cw8evLmB1VjcZi0oA89CdTQI4SbAwDesox8lamMa7pyErt5AuxzpC13yCpvcqadlTRUMlvIAqI1fD8A/7JuA6G3z8sXWsuyyboMtGRmomGTNKmHfrOlp9UKVT5S5NtCV5los2TzJiTQ5bCimyzYjrNZrRaGpq4uGPfYwd7713dtk1gMkB9vQgpjl5WPeW84niNp4+DDO++A9gyhpmNDPIVRyq8o+axn1ofxeLLzPTc/hF3t16mBuvv4l5C+ex+ZXX8bsgkALZZggGIH74DyQBN916C8VX/BM9wU5K5s/AkNxEriWbIyfrSa+AbWO9IJqLh0tgvjERLmZLUqM5J/zDV79KUXo6DiGYnZ8/SCABjgLHs0EuMxFMTSH70+soyAmQKe3MWRBNyx/GTyWSKMy/ht5RzqEX8LdW0FN8DR0BH8ebW3hmx3NU1lRT3g3N9fBBYGRX6cfSIee6eTTs3kVaehFJWel4y7dh6snH3iVo0n7WSxdtSZ7lorUkNZrJ4oP33uMLDz1EsK4OK6qW6UjZYfmAwwih6gBY0zC7X2CJMcCnbkkifOwXUHAjOG+Pv3PIgzm5e9RAmRbAa3JTe2QvLS2CgiQnprQCnKsX8d8vHaQhgc+Vnmpl3a3LSbKvoae2hZAjBVvWrbif/DYp+XXsSkXVo9NcmlwCApgI2pLUaGIIBALceNVVZxP5N153HVV1dXhRrsuUUfYPW0G4YG8omd7n3ka2u+lyw+sfVHPqvQ/AnsdwtWuk0YRZyoS06dWtVYSMIZxpaXT19LH3dCov7qmhMcHPWZ+bgc9to69HUDh3Pu62VoI+N+KGGzlxuJwKLZCXLhKdAhJBi6RGA7z4wgvMLSxUpd8sFnZt3z5ofRglkBZUQIxzmHEKgGwjrFwE8661Yl7tJdjay8FaKFw9lzk3ZIP0gRzm7uJvprbjCEUJnPOGQA/djUdIzUrmcPkBKk+8TV1jZ1wr1AHMG/B+iQ1EXjJd+5uxO5IgOQObw0A4rYiAtY/kmUnDWsvB4MVfZUWDdrdG0CKpuSRpampiwYwZZ63FT9x9Nw0NDSPOP/SiYlJbGD4YpgHoyoT2+WZ2fq+F7kMpkCqxBODYoTPsPXSMvqYjw1cqsRRjL81L6N7zdCc0evrY9v57tHR5kK5WzMP4adOAB5aqtjhW4C/S4DtfWYShbAX2ZCfuAx8ijSm0HD+JJb0P7zPeoZ0BIgQCl0Dc/6WOTgE5ixZJzSXDE597mKsiojg7P5/ampoh24xkIxkAh4AvJCmLcTgC7fDCywHW/F0aaQc/pO+/PHS6YX2uDa91OYF3fgOeeN3bQIZ9OHJ7Rg3cATCF4Pgf9uBxtbG4KJ+y3viNkQ3AWgd8UA6LjHAZYMlOQuTcSGGeCdnXjmNpKZa0TApWLMNs6MBnk5eCJ00zHDpw5ywjBu4IId4gTqupcSIAKaV8YJLG02hGxt1G98H36amuZduhXWx/77ejdsQwM/zDcRjolvBcHyPP+5mhqBC2vRggt8ZA2s4w75vBva+OR5O78cllBKyzMCMZMjcZ6qbdO4csmqgb5VzbAF+nh2LA/eqz/O8w0TqlNvAtmceGNWtZnv8bPG/7ufaTj2KwXIvT3w7OVBCCrurtOPMLef37v+X0oeGPe+rECZatWDHK2WmmPfopCRg9ulVMpqgJId6crLE0mljCoRC/f/IhAi+9zQPfvhvm/xOWtFwys11cf+e9NB/4PbtOjzyfNpL3KBWYjXJZ1gHtw2zX1gVp6dCy1UVBARxxQ0YyrLXD8TPdzF7dTbhtF+RfF6myE0ViCBvoPRImIEioFlwP4AFON8QPBbKZYN3cJJKzcpif04zH6+Sar9+NqekF6CyD4nlgdNDZ0ILXnE97RzlL18zmP34UzyZVdHbEdpnTXHRELUnNqCK5b5KPN9njaS51fLUgU8FmoXvnX3NoWznr73gISr+IGR/MKKSxN0yW7Qe0HAtOKOfJg5pzTEGJ03C4gIMnoCAfDPvh+x4QHliwDfxGuNZ+ELnjvym4ZxWDi8aFCEgD828xUfA8HE0kjwNVrT9a5C72vpZvhVtvnsmCh/+Sw28cxtBVChVmTB/9FIFeI8JQBE2HSHXMwh4IUfPHDzD6HSNayq1tutz5RY8WybOMOCcppfzqSOuFELOEEHfHWTZzPONpNKPR2dnBfddfxZcyUmj90aOE3IeQRitgInnJl/n48stYXVQGAROEBGZvEzklVYT9TuZkTizOQKDEcSSXLIAPOFIDngPwZrkSVwNQ7oMbcuDYNkgtLYWAMWZPCZ3H8Ps8nBnOTI1DD1AVOW4svb1wYEs1J//nx5RkpjFnbiG2j/0twv4nCOsssBdCzkIM5gDHjm0me94S9v5h/4hzolWnTyd+cprpi04BASZQTEAIsRzVj/XHQogKKeUBACllpRBihRDCGV2m0UyEl3/zIza/8nPmzFuA0ZBFltNOdkkGfacOYUz9ZzAaATPG5HzmfuIv6Kw5SEqSEwynIdmKkTQqGz3sqJlYi9ggUA0JBdU4gDd9YEOJWA8qqvTVKlhjgAVPfZ/53/wrSHOg7jReCPgIpZh54+0uquIp3ji4OQ2azcXkls5g9rzFWJyVGIyp0NqJOZBPoO8MZJchrFbmzL2J7mO72OrqpGuEMY0Wy+ScnGbqoi3Js0zE+7RaSvkT4LnYFVLK/REL88AExtdcoviPH+H4ndfzw6QOPjga5qO3mkhJXcG29w+Q0VvHTR9/kMMfCHI/eTuEJYgwGMBgBIM1QM7cRdBeAwWZEHgLmt7AEnJR2xHf2horrQlsU4061kDHpA84DcwWkNnmIxA4jjmcqczMQJgAVnxeE57yVqwwav3W0TADHXmwNtdGfn42VunBPOdmMJghswiCh8BfAh43J3btxtPVQ9fxD0h3xS90EOXIgQMTPDPNlCeaAqLRKSCaC09fXx+3Xn89i4TgE0Lwx0VL+OapNnIbwny0GLZXpLD3TB0nT5XjLr6O//vDEeYUhJEdBsAPZ72WZtUbytIN2aVAGphnQ/YMjmzfiTnWu3kOcRP/HtMFPB+C/3sJdjx2L7JlH/R5wO8D+jB1GsnPLWAyTlUAGUnwsbtWkjZ/CZRmc3YO1GQByxJISgVfL2VzfKRn9vLKgZMc6hwuC1RRXl4+CWenmfLoFBBgYiI5e5T1ayYwtuYi57/+/d/PJvJn2+28/+67BFARpJVSfXn8PXC4Cc4c6+Sy/Hayk3pIlYc4deYkcxbMpbW7Bfo6BkeIOmaDYymYzYAHzPMwW+5gntPM4gvUOTj2R+YHfuCH6jc7CH7wTQJNx9SHDfRwes/v+d5vj+GfhOP6gc5yOIYTU9kKDMIPInoRBOCCsA+aGuk2FfPO3hNgqeJI28hO6ZmlpZNwdpopjS5Ld5aJiOTTQog3hBDLBi4UQtwghNgNbJ7YqWkuJpqbm7ly+XIcQrBECP7ty18esk20NmoQ9RvdH1LNhUuTYfObfq4vgeX5DczL6ePXz79P7tzThG2zGZz8YKB/1jAfSINwHgWrltB3gX7Q8Q7bAny7Hjz2MLS5wVNP+Ph+2qp7sKSDZWSPZ8K0lFgwHK6FsBFj5hVgsvevDFkwe6oJZxWRkbuIWxZYWBKWFI8y5t4PP5yck9NMbS5iSzISU5MQ4xZJKeV+4NvAc0KIUPQF/B74qpTy7fGOrZn+SCm5/6MfPWstluXlcejgQUB5R0titk9CBba0AVtRzYI3BsAShM4eSHdC3/tw4D035dU9LPcFOL2vCNFxisENjM1ARuRfI2ACUyb2uQuZUwAzz+WHHiNVwOfueYmu/X9DIPgKne+/QvNvX8LeAp5JsnrPVPvxFqTi72kDQyf910qASIWUQiy5RfS5eslbcRsb182jZBSBtlhHawmtmfZcJBV3ItkWPxJC/FAIkRp5fxp4QAjxjUTEckKtsqSUW4DZQohZQClQIaUcPgtZc1Hzm1/+kkc//WnCoZF/OalAbFE2P6rUWzRdIhn4EGgG5gNd9VAj4K2DYLAEac6CgGwkmObFTJjhn/fMYHZgKvoqc/+sgeKvv0jVFAlICAMHvLDnL/cw75oT7Kjt5Z2mMDV2sLknHrgDkOWHA+++xobP/jMYMwevNJlBZiEIkpqeRFAupw8jl+XCi03Dj1kfp5yf5iLk4nCl3iOlfBRACPE5YBPwLSnljyPLvsIoAaYTDtwRQqQCsyKvmRMdTzN9CAS8/Om9yyhLsbI8T/ClT35yVIEEKAfsMcsWAUWoSjZ9qLJvLuAgsBOoB3ZJyBKQlgb/9/YpLN0HoTeRWHUTmPNZ+8Ay1lhVWsZUoRF4tBe+9LqbHx4N80InBNyTF1GXLmHVg5/EYB8mbUMIEGaENQ2z0cysG+eyMh8KRxjTkpQ0SWenmbJI1JNrIq+pzRCjLSqQEUbKdgIm+FuMKLML2AJ8FXhLCNEuhLhrIuNqpi7f/Od/Jt1iwSEEBZYkeg8fIi3Tj6U58fQKiXKtDuQ46vcWCbfBBcxAuWFnodIu6gFhhYpWyPRDsqcdHEkM15uxH7XemL6CBz+Ry6LM0fc4n7SjXMwHUdewgckT8qQgdLe9DyLEYLd0PIwgi0ldYB0xutbT3T1JZ6eZslw8gTsZAEKINOAJ4OmY9aNObIxbJIUQ9wD3AauklAYp5WwppQHYAHxeCHHDeMfWTB2OHTvGktmzz84t/svf//3ZVkl9QE83OELgGsM0lYmhrsQAcArIRd3KZwNHgU5ULcNe1O/xlBeygOoe2P6LRjDMINFZA7OxmYKb17O4N6GyqOeNqC0cpl/GJqs66p4wpLXNgFACdzOThAwTuWcERQy19qP4/VPffNBMAhfBnCSwRwjxV8Be4HEp5XeEEH8VCTD9Cgn81CZiSa6RUt4UCeA5i5Ryn5TyJpRYaqYZ0uflgy98gdlCkCIEly1aRGVMXtxAK+NkEzTUQcMYsvQdwAbjUGtJoJbZUVZjF8ritA1YDyq4px1wGYDAhxBMZJLRCI47EYsXc9mKTP71ehPF5zFvMlFSJ3m8G4E1hSdAjDDJGCUoIecmbOtMrGd4a9ZkmlAog2Y6cJFYklLK/VLKb0eMuB9Hln0bdTt5S0r5/GhjTEQkd4+yfs8ExtacR86cPs0fvv8tul/9BcGfb4Df/pAlDHWJRhn48JiOStkYy20zBagKDbUm64EjKKtyHnA1g+ukxlp/hm7wvV+RoO/UAIZ07DPu4qov/TXMWcJ9VxsmJWl/snAAlzO6U3Qs1JnAP28VGPIT2NqAdFXjW5zLcYYv4p5kH87G1FxUTANLUgjxlfF4LaWUb8UaeMNxLh8JXQPfCCFmSimrzuHxNAnS19vLC//y9/xh+05wJNPY2MwnV64iOCeXU29Ws3AG9LhUtGn81sCKDFQaQzTZIpG6qFmRbeM1uOhDCbMEDqNm3P0o68rFYJE0AJ0zTHRndOIIBSP1W0d75rNgEiW40ovZ+NCXwd3FgR1/xtuTVCd1IpgAJ6oezgzUA4Ofid+DZgXB3JdOQg5mI3DoZWwnepgpwCrjVw3q602keq1mWjPJtVuFEI+hbicZAFLKp0bZ3omKRI3us0dKGa+L1KOR7WL3/yzKm+mMjLE5EasxHhOxJDfHdgCJElkeW7vqiQkcSzMZSC++t/+EUy/+J2dCRlZcdQVXL8jj7ttnctkdV2B1VZK2dBkE4O/y4AorZI4wXAdgQd1IE9WZMGqeMRqUY6DfcjKirJcG1Jcnlf7OGykx1qIATp+20nW4Fl/7HghEf9EB+m/tcW7x3k6WzV1EaXYOebZU5lggDy64RbkYeMACvQIW5qtzmozgorQ0sC9dDKaU0TeWYEq6mtAHLvwpw6egBIMTKROvmTZMkrtVCPEEKj3w2Yg4lgkh7h1heyfKFfotKeWzkcV/PczmroE5+UKI5UKIM8BTKEdXJeo29rXxBpVORCSrgGcHFhIYUFDgWaBiwLIwMOxF0Uw+fd1t7HvnZVybf064tx4IQVhg6E4ltyCLz3z6U5QUzcBV3UlJ6UY6X3weY7oJo9NAyvWQMg8+kafSMkaih8S6YgDkoHKEjCiL8mpgITAHJZTJ6izpQolkCzDXrObGbFK5I6MkAwtTPPS5dxF2DRDIcDiijbHRnGG13maFDDOhLAfelnr+8luXc6Vl5IeB80E7kJsNc9bAWqN6+EgbbadRWACYhBWsqSAScOKGwTDXhlX42dU9sY4pmmlOmMlMAdk0QOxAVWN7ZITtnwCejL6JCOvnhtl2S/Q/kWyLfZHx0yMxM49KKe+XUq5Gda16cDjjbjgmIpIVQJmU0hjnZYi8zr4nTrcQzeTh9/v55B13cK9F8PSfO9nyi6+xcO212C+/FYMt4uQ0CgxzbiG9q4PuD7fTemQbFqeV2v27KJm5HNEgSG99FUMmLFkFJWZ1ox3pS5KoR6YYWG2EDWa4wwQL7GAzqiCcFpQYO+m3nsKom/ThAMzOT6OkdAYDK4ZKYMMVYLB1g7UVwn4ISFXLNdgUGWGgfRv5NQdrMQc8cOJV0mfbcc55mFvuS2LZKJ/zXFMGVOTBjoNgvymDv3OqzzheC9eMstg/9VA+Jl80dnY0l2uYgLca93LIHudxNRcRk2BJCiFWxlncAawfYbdNDBA/ACmla5htN0eiVd+MjLkKVfFtSP6jlNIlpbwf9XNLmIncFz43xuo635jAsTRx2LltG5k2Gw4hyLBaef6ll+hIhvbWErJz8qje9zaWJCsYIiE40o9xRhmWq28l3/0hV19/PTPL6yludWHJzSO8538wlkhYbIDPzqNoA9w3Y/hUgERR3R6hyQiZybAwCIFsyC0TXIeyEA2oG/PA23g94LCCwQ5lop55VlWNdQVwD1A4H/rerqbz2e/hO/w4odpXkUG3ci2GeyOjBiIC2gB9VeAW0NSNRdgQoRL8JzvYuLqMDCZuuU2EjhQ44s7hqk/N5midnZ/2TmxOMssAWQsXkr8yB5HdB+EORnbghpAIfO++TN8e1epLcwkzeWXpMhiaZuGCs27VQQghos/CpUKIe4UQmyLzmfFPUwXgfDtiNT4QiWbtigT0DBcs3jnqWQ9gorVbz9n2mqEcPniQOYWFZ3MW169bh883eDaw0ARHdzaQZ8jG7ulj0I1RSLAWET72DK3vlRPee5jl6+dz+6euJ9PSjalwEaSkYVhhw1S0nPBNSdhS4YoJnncIVav17wNwz+Vw6z2w/lrIyLOSgvoV1QJnUG7Ugfh8kNzSRYu5iAMm+FMbfD1FWaaWfbD643PIvMyLoepHuH/1fQLbf0og8D70vAuBdjVIsJJAMJlA2178hgyYs5TQkkfAX0/SVevwGFO56obJKQM3HpxAZwhue2AjKeZ05s65npx8ZcWPl+JZVpYXpyDy14JhOUgLyJFSZcLQ+B7NVQF+fgBOjLClEFOpFIPmnJG4JZklhNgz4DUwkMYZZ+SoaGbEWXfWYTRgDjM6rzkWngPejtRnPduEIxIJOyZLMqHoViHEZyMNlhNmPPtohvKJ++7jpeefR4ZHnyFPAZBwxQ0GwiUBCssWMDh4xQYGiVhwN0kbMzjQ0Mvc7FYC23fhPtNFxiM3YvZVIwo3QXsAUXoCn/kgI3cXHB0rcGcarLgBMh60EGw1km9IY0V+Mh27y3mvT1lNnwB+FrNvsgGWLTHRkuZndjCNXa4uUgxwbQnY7gLK2gm9mYavM4TVto3mPZC3/BihwxUYL1sP5tvwbnuPQNHlmJtP4u/2IpbPhVA3xr406DtF1lX3kvP97ec01HskDIBPwi9++BL3ffwG8rJdXL0ol6PVzSSjHurHEk+6KtWG25jGzLq9mLvzAD8YYh4/AoF+X24ICLkJNO3E4trGCVOkveUwSDmVSjFozglji25ti8z5xcPFUDGMvo+XyB9dNjCFcAuRYgCJnpCUslIIcSNqfnO/EGd7xG1BFcFJmETvC49E2l+N5RHyEUCL5BjZu3s3d91yCx3t7WPetwfIyIZcnw9TWweUGiBsRs3uRZye0oUMHcXk7cFWfYZSmwnTXXeRnpOPxXgKeu4Ew2yw5mLI38Gi6w9y3RHY5R9/lZo8ID8FUi8DMfd2yOsl2OYn6K9nS1AF73iBV+Lsaw7D9ibBxrV9LEo3cawbWqohbRV0puWSkTcbU24ztbuNJLn6MM7fws8eNHL/J7PoOvgrvMt24Nji4eWaI9x35xyCc/JJSgFa7IgrN2IO+zB27eX6L88l7/On6LkAydH2DJhpN3HTZdeCvRBTnwt5+bW0vPoMfsbWIN4BOPNSSE9OpyypE2tZBlA4IHCnmZDPSV9LHZacFERNI/4eD5ZcA3Wv7+Xk8RA7PJP+ETXTkclJAelgqDXphGHnGSvirHOBcs+OMDc5hMi85KPAo5EmHB3x5ipHI1GRXIWKGoLEhVI/biaA1+vl1htv5MPt2ydlvFAdtKZ1s2xWM1h6wdCLig/tBZLAIAjXpNAbCFK43I318jUY8pZCcjfsKYcrHwDRApYGkJKwTSBMkpV+9Sg3HqzA8llgzrRAvRcWPoo8vplFeYuwJJ9kiyv+l0qgYrhd3QG27w6SVORktqEdbwFkr3CQtu5PkD3FGOZVIba/T2taA7//QR3JJSHe+XUz+6rBQRvBa+ZQ62lncaAMWupYPNNKcmsP5KaCw44hmIandy63mE5x+gJUXGvogLk5Bv54dB9f/9RKeuv8/OrJ10mzQbc3MZEsQVUgmmkHqyNAWrCZW+7LxJLfi3p8SoeAAbwQ8h+io9uNnSKsWcUcOPk+GW//hBe+8wrbvSrSVnOJE624M9FhpNwnhHDFLM4gJjBnwPYuIYRLCFEqpYymaTuj6yZwHuPuTpXonOQG4H7gpgGRqyO+0NGsw/KH558n1WjEIQRZSUmTJpAAvW4QDmh5dR/hPguqImozBE9BwAXSjS8jGV9yJWmVZwi0GQkd24usqYHSWRDOBTLAnoH03ostLZnrclUB8rFijrxuBByzgWVrYM4swg1vkVEUJmg+xM5kdVMWDL05SyDJCdcuFWTVuFnU0ElGNhQdBUvHArxnlmFye5G+AliwHMs1G/EVQXMFbNkH6Z0QboFw5WmumF/CsTONdJw+SGvNQljzcbDlQKgVRDKmWb3cURB/AuVcUgxcZ4DV89IoXb2M1988huhL4a65aSSnCPpG2NcALEUFHOUAS8Mqz/KG7hB5QTOm2esQSZ9EPSRFWlmHegn2tZISqIFwB67yA1Qf+hL3/t0r/GcPvD9F2ohpLjCS/pTj0V6j81RMXuQGBqR4CCFKY9Z/g8HRrw8wBlfrZJOQJSmlfAtUJfUBOSb7Rqmg8+QI6y4p+vr6uHLlSk6fGCkcYnJoAPqCcLK3G8PBb7BoxR3gzADXr8E+DyyFBCorcVqO0Vj2ENnWIFZnBobWTph5BRirgGKQ7WAL4VhRhDPtxLgS2wMoJ28rYJmZSaDoUxh7m3GF+sCzHU+ti3A97ACa6Ld3B3LcBeKQ5NHVeeTbXeQJSFsJhqvLkKWlCOsKKE3DlHoKb9c7dBZaCdX6aHKpNlQWoP0omBt/x9rbP8qqK+eTLLsJH9mCmLES0leD3EbKigVYV7xNblVMqahzTBeQHoaTbivXrLRxotKEmLsAbzeYdz4FDN9xYwbwGSdkOWG/GW66qYRvbO/CtlRwy+UPYvS0gOt9SI2WUW4Fu4nebW7kzKW0vvMmx0+9y/Ef1VHvnfJlODXnm0mquCOlfFwI8VhECEuB8pi8yfWoecJnI9t/K7J9NKq1XUr5rck5m7EzpuhWKWWXlPL5SHkfIYS4RwhxtxBiZpxt35qsk5xuhMNh7ti48WwUarbdfl4EElR5iS27YU2Sj5J5i8GWB/466NwK7u8T9n+Iw/Ab3H4zzv/+O7z12wkEPySYkga9LwNzgVQwZGI2uDFY2sA5tsCRKA7gNsAvoO+0H3myjmCbCadjFr19hVTv7OQ4atIiTPxj3PERgSPDiOODJooCfrKvBsv9YEoWmIJmAuZsAqd2k5GZyvFyO4vWzOXyWerYmRbYD+xuha0nQ+R5j/DKL98kxZlMX7iOQFoOhD2QnEno4HE6+pR791wiGFziIBnIFdB8opm0fYdYdc1KhN/FnNWFrJqfy5xh8m+MwKN2eOD/lXLl4w+zcpng0OE6Prt6HWfOlOBvqYfGVEgpBWOkLIA3QKC+gZr6Wmp++w/UugPktn/AO51aIDUxTF4KiBouUj0n8u9TMeueklJuiLP92ddEP85EGHdAX8THWwkghFghhFiFyj/ZI6W85BrO7duyhXvuvZfWrjHPC08q3UCOASqPN+DoeJ3QwcMYi3ug+QBhtyC04pdUv+akvredOQsLSL3hL7CGswmefJVQuAPjMiuYmiCYDmYQc4rpndtG0ruJCaUZlbrQAGyMLOu1gLddED7VQOqSfKTnTVLme6j5zxpCqMCeKtQT25Cb9cuSJKeJ1Z9MwrEpB9pbweIHZzrBgAmz7xgUzaC328fs1CxsmaXsCx0m0wDH/apYAagSeL95rZzsrmpq7ZXMuPojsATobYDWFzEaMiicDx2vT+jyj0opKpLXg3o4CABhCUvNAVpz2lhVVIm/dS7V+09xpquHzHwTp8uH1r5ZkwL3/+1NOD7/AMl9DtIqfbQ2vs2333iH0txCso8HMH7VAsEznJ3xNbUQtltIy83Ga70aqtv4/37m5vS5/cia6Yp+cgImqcB5JAdyP6i6rUKIB4Cnx1tQdrrxjzdcxTvvbKf1Qp8IKkTjdTfcKkK4jxpJsS8hfOZ/6PtFCMtSoKWaOllHeslcDHNMmDqPEcpfCouuJNz6IUYOQnAekAxJf4LFn4Ev+GlSCSUkkgFUoM4twDXzoMMNbg/0LE3BcHI/1hMn8M/P5dgHu8n0QB2qaEAqQx2LBlQ3kMsW+8hOk5jbvDCrADxtkNyE2dkHpiL8gQ6SM3pJCXppP32I1cuhuRHSvP1Vs3qB3RVh0vBTc/okxpJlFFbtgMICzDYTODpp+UDZ0acm/FcYHhNKm0+iCiO0Rf7/qAX+eLCDN48/w+cuX8AHZ9o4cqKJe2xACpzo6XcDZwBPfGwmmQ98GmG7HGFLpWDGATo8VawsOMPa9R/FsWMvnHkXSu5GPe4LAgYLodPvYmn34+zr4bXD+6gL6Ag7TRwmucD5dGZSKnEJIVKFEJ+NpIk8y7n3Wk0pTgfElOoL5gROnILtW04RnGWm90Abba/DS0/Ad/8ekpNCHK1u4OhOE16Pi2DDVtynasBwGLrcEOwDkwVIBfP1LLlxPXcnWB9NADeZ4a83wspVZq692c61drAbl3AkeSXBlFRa9rUSanNTe1IJRYD4M2+lQOFcWLMczA9boGAh9OZDyQZgFnh9BL1BLIYMTh1txVmQxoKNG0laYGRDoQE/6rc+UAQ8wC8/DGJe7KerpRbMHjDOhozF5F82chL9RMlHRaHebISPoITbiZqzfRroMhmZO2MR//VWO75Gwc1XpZK60MoXPreIv7gui7udRm65Po9fPfPvlP3lTzEU3A7mmSBSmXXHJ1l/34M8dNXlBP7wDrm3PAihZGj5AMJeCFXhPXaG0+F87Fmp2Ht/Qsfp8nG50TWXAJPsbj0fCCFmxpv6G7h+PONOSCQjVuObKDfrI0Qqr0dKBF0SViRAVn7BlHoqOA68eRg6q1r55sf/hpf+B74ehL8Owa/a4Sv/Atue7SHjhgcgeSnhzmSCHX7kuz6wu1WD3nAYEGDLxb70GuYuTOzYpcBlTkgrslL4ESN5hb3kF0CH3M2SOWa6/G7aMnM40daHAD5k+Jyi24ArO8F2BgzJV0DJCrAUQzATZDG4GzAJFy31u+npaiF11mqqtu8gKxsOZIZJQrlZBxIEXuwN8c0/f5qT21+H6lPg82DqCeDogfmWcVzwBClEuaALcmCtQRV770QFLc3rgWtKQ/grj7N2w1r2ujpYkD2PkLMIU9kncd7yae74jye48yN/idOST3LBTDBbAQEmMyRnEQx24CKF4iuvpa6hgdCKu8BdCKEA9B3HnO2h7PDvSE7dRTjgpvbgSI3QNJc806TpcsRAC6H6IlREun38vziblgkhfiSEGJOzaMwiKYS4QQjxw0hnjydQFddnSynXSCl/PJ5kzemOzekctkHxhSAMmF3QugvKa+CgR/nCm1Hl3/xhENYw7rZD2Awv09mRgf/Qh4SzzARq0wkHalW9UwCDQNpm8lz96MctAK4D5t1uw3DtEkxFZVBixGMx4asxUvfqewTz0mlv2UpOkuoZmYqqDTuXwTVirwRsJijYCKY7gPQZEGiGtL3gexc8WyH3NHSfIDPPy5IFJZx87Xnu/sLDZC42k7PIjFcM/6C7pxFC5R/Ce2+DNYSwZmB0OHCco4prqahI1mQTzM8TVIdV/8w2lHBv7Yakl6G5vYXl1Yf5p8fupTspnY2fvJEZlxtYuKKMXbuOYE1KoWzZIsz2wUVMzDYLlmW3E7I5aA13k3roTXBZYMYKkGEwObB66jAm5WNZsA5jluXsfK1GM4TJTQE5Zwgh7gG+iioaMBtVcu4RVLePNwZuGwkmfZZzVJZuOSpXJdre5Blg1Uj1WIUQd18q1mRRQcGUm9fZAmz1KistwGCxOAxkNoBPGDhSdRemyl2klOQhlwPpPoRYwsAujyLtEFeuyWXrG80jHrMUKLBC5nWzMC2+CyFOYypupTOphZL5V5Cy6k5OvvEOc2etYu9rr3Ic1QFEoITdQn9w0GXAPdeBeSmIFWkgu6BtDlTUwqolEN4HtQHIK8Lm/hXGpKtZ9mABAa+ZrEoj91u8NKXCjmEe2U4F4PT7VVx3hYBaL8Gj7yBzb2ZrYPLTe62ofMbVwOxcMJkdzLb0YEiGzE7VqyTNA78Fls+zczo3TNbOl5nlk+QUf5H6quOsvvlBHJbZBJLtJOd3gnnx4IMIKz1n9tFdH6DUkUXaV/8ewt0QskDQBcZliJIUkvKaCBjrCZgs1E76J9VcNEyfOclNKC0a+EuvRLVx3BSZArxBStkTWTfmWhmJWpL7UPfA+6SUGZEeXSMJ5CyGb5J50SGlvKBtlobDhyr3Fu+7fkRA+dtv8Pwvv0to8Vosi9MJiauQDS6EuxsM0ZCXIGbHrVy+ppTbZozed3GRAFOWDYquQdpXE8q+AsOqfGwnqgi2N+E5c5y0PA+nbOJskcYs1Fxh1HNTAvSUQNHlpciCDLDMgWA2eK0EsruhZTPI0xCqgsMvEWrOxWxJB/MCzI4CTORR1yLoMowclBKoA3/HLvC/h7xiNpbZTizn6A/5UeA6E2T5wesFkwnMnUpAPcBpVFGAvU1uDu36kJcOdVOVuQhDuhNL/hpO/PqX5M0oY+miRWCJU3LeAGHDfC67agNLb78Jg7MH84wU6JUgMsHkAIsN7EvB9FEM5nmD+nNqNEOYHnOSlcN5LyOpJg8APxnQEcQ11gMkGt26D2U9OmMaVkadU7H3ojIY1P7vouYjn/gE//pP/5Tw9kYu/HdrRhm0lKSzdvX1eAMCYVwKdgeiYCVYgmCMzuaZgXxSll3LqhPHMLR38b5buQ5jWQ0szgBj4Q2IkJVQSgGpZ1rp2dbI+51t5O/5F8Izk3HvstJSIelDuSGT6O9/OA/4nAPWPwhJ99+DWRwDp4BTXgJuD/43zZB7HPNSge/gixhWPoQhpxCCBeCtgNSjiPRc5rrK2T5KQ5ygEcxtR2DtbZhanIjyfyDDApWT3G34LuAqwJkJphlJJJeZCQTBd0z10XShOqD4gaww3HTjHFLMNq75k0001nWSP2M59s4ejKkOjKak+A2UzQZylq3EU9ON0Z6COT1NjVw8GzCA0QQsBCOYaadiXxdlFjhyAcrwaaYBk1SW7jxQPtLKSGm7ByJzkd8czwESFcktUsox+aGEEBe62ft5o72xMeFtC1EW3oWeD+quNnDbv32cro5MPO0dhHNKsYR9EDaAOZNBKe+mmcxNDeEqXk+9fI6PAr+MM+ZsG7TMgJkpxeAsxiSK8JcsZ8aCHbx6KhmTCIDHxe7fB3CiHhQKUZVj/MBSEzQH4frPp5O5yIwpyw3pn4a2J/Ec30rvzkIaDh8krwdMRZLa3m5mL23FWmHGuNIHPgOIPExZNjwhuN0E34sRvFIiFZSB7hC4ctPJMaxBZPtIWryA+y0H2DvJIZ9FQK4DkgLgr+/DsiKZl2rV/HAH/c2V64GSAPziN6e5emkGBcu7MefOwpmZScv82RSlpI7gsZDI3i7s2akYQg4Q88HUBYHdYJoT2SbyNzU5yV0xC1vafqZE3pJmanKhn+QTo0IIsVxKeSBiLZZKKQ/EbiSlfFQI8bnxHCAh55KU8qtjHXg8+0xXckpKEmon5UDlMU6F+cvPFISpOFWNzEnDXlJEt8eHOPAWRvwMeXYygaXoerY1NDJfQE8cP50R2OaFuXOBpGrV6FmEEHk3ISxW2k+62FHj4V8/CPCSS0V7zQF8Qs1LNgKhWbB4haD0s/9E+v3fRWT/OZgOEbSV0/lhL798fz+HKr28cxwOvw6BY2BNbcZtNxM4VYNss0HXQmgpxPPgw6z/XAH5A84vB5WbFP10iy8Du2MGhJ1gS0Hkt2Apmvi1FagSe1HMoKJzQhD0Qc9Lbcz2qoelPpRLPBr/UNEBwWYotM2jxdWHPSUZ0dlJXkYeZgSYh3uutWBxZGEJNmBMLgaTAUgG8wYQFgY99AgTyR/5Amkm3RdSMwzTJAUkYryVCSH+CngbGLbSm5TyxyiH1Zi++FNxKu28EK0lGJnc3TT6HsPjC47unzOiLvZqlDjcFMdjNl7Gc6tr8YOhpZYMexaeA7twulswbfw4BmvV0BGFCVNeL/d97HpaS+AN91AXRBhVOceYDdgqwOwAMsGUhndGCoUb7WytVBb0u6g5ODdQbFTLspJg42fz+au/vhNM88FwFZhnAXdi2iZprW8hXBbg4BwrfwzBvwNN7eB+aR8G30zCxekEiwohZQGBBY9gX7SWTMcS1qeoXMSVwMY0FUBzKypI6L/fA2kpAcMC4EbMK7ewbo6Jsf5poj+ijwBrTbA83abcyGaYISAb8AWh1wtWE5T3wc8CQ70JASBbQpoPsjwHKJSNlM7xESSMxZEKZvPQv81ATCZIux2MYfq7UAqG/sxN4FjGzY/dPsZPqrmkmCYpIFLK56SU3wZulFKO6MGM1IwdU8beJSmSkS7XFQM6X5fFVKEfE8HQ6I9TIdQtKxo1fd0kPYGZgEXj2K8gI5mli+8kr6qcjLISshYFEKEQGON9xwSmlGyKqg4xJ8PKbRaGCIlEBaCoD9oNuMHYibvrNCeO9vLsS70cRnn3eiPbtwJngnB5KnxiI9TVeWgvN2C0JYEoRE2gLSaQnUXmPZn89JU+frfVy0vA+8DbEr7zCzfh/J00te9B1lTgO7wdv9dG0pw7sRUt5bqrYJmAMgssmwcPXQcPXAnfKIYvpoHtrs+AORuwg7WUki/fR24C128myjMQrbFQDBgL4Nqb1nHX1YsICjAGoNAK2wC/FQirblUvu+DgMOM2BSFNQsfleQSz8jEE8rBnOjGaE/ABC8D/IQT8kTdOhv6lACRm0lgoi6dU6pJmCjFNUkAGkmj64VjTFCdUlk4IcYOU8u2JjHGB2CSlHNh6ZTOqFcuzw2w/IpmZiU2/holYT8nwtGfiATyR+y4m1C1xLG7cRm8Il0GSmVrPfFcl2B8E20yGpt8rzJ75hPpCyJQgs+xg9zOkjVM9YMkAqnOUWdmyG1NriOuunMEHW49zslMJafR3VQysT4bTYXir1cJnFsyjdO29GFJmgEmgrlAYFv0rbU/dwWogmlMUBrYDG+rh6Pb95C3qwuVzkLb4NvwtZzj6xjv0hbtY+ye5XOvrwl7gxfUA2N9Jo0SaSZrdTvIdJZjNGfQLiRVj8hoezniOb3QMH9GSirJEF6MKN4SBh/Phis8+iCGpBLKz+LPilfT2dPLzXzyLHZWr6gD2Nqjzbhnu74KyMJfmWHG1hhDYMIX9qnn2qI+0ZrCshLNxq8PZxAIMktQ1i8gFakYbVnPpMX1SQICz1XSi7bWemcz64RO1JDeMvsnUQgixMs7iDgb3LxsTwQTcrQA3pcONpZDtU+6/iRZ3CaDct2cYm0AmAbO7vRQd3ULqrCTMt/w5ptQ4c5EDSU7Fv+oGihdnYkyKX0bOAzS+BQF7PfT8OzjnYPLv59B7J+nuVlGcAx88G4BDHigOwLI1S0kzZGBYsBpsufS7FQ2Em+zMu+NKOmL0uwZV+/WVnx+l/tsvU7n7exx59RlsdjOZ69aRvnIDtkX/iPl6E0m3FpIv55L2hYfJf/h2nP/4UczrvwWWNYPGtM27j889vGpYf0wO6rPPQInkKpQLtzBsxWksJLljP5luN5WtHXQHBHesLqYGZfl+iEqhGSkcz4CqwHPwAw8rbvkofR1tYEkGg3OEvaJIMFjAbGBkJ7wEo8Du7yN/Et3+mouMaTAnCRCZj6xAVXx7CugUQlw/WeOPKJJCiDeFEKFImZ/YVwfw2Ej7T1Ey4GyKXhQXgBDCOZ4Bc3JyEtquzwdXFkBpIWRZJqDKEaJpE4m4BwfiBebMAOfMXRhmzsOc4kaYVzC85QEEK0iydVPY0EF+owpMEQy+FW8Ddh+D5m9/AK5DyL7nKN97AHdjGF+c54ggkcCVHOjp8VD0xa+CMz0y9xYVbCOGkgA19UfoijFde1C9KDtq4OD7UGyYx5K7P0WgvJeeliZyewXhFguOj38FFm3AvHo95sLPwryPQ+HfQ8qVYI4pSpuUS1/SAlZlxxeZFpQw5gGZM5WgzQCWlZmxtJ3GvuFaKtwHmBkIknb8dbobWrABLwNvAn/DyIlaYdTDw7bjvZz44FUMGcWEE54lFWCM+hTi9lQZcBQ/4dKrEFNgTkkzBYmmgEzxOUkhxI2oXMhVUkoDar7xZuBbA3IjJ8SIIimlvAl4VEqZGeeVgSoHNN1wxlkWFc2M2BWRwJ49Qog9ra3x4+V9Pt+oBy0WsNYGPadg8UKYmaduhhPFTX+ni0QpAE41QSjvKoyOeSBTQY4c/iNN2bDlMI7eIC76i3MPJAD8XwtUVENf+WsE3/pvypp3c/QgHI1jelpRLbL2t0OWzURvnx1zMLZxUwB/m4sdx5Pj2kaNQEUNbGkDb+MOKk4dRcxJI39GHidCJpxz52BNKcZcmgfZd4LJDpaFyjITWQx5MBCSgr+9n+tvWhz3eJnAQuDKZOhqVlZkpgCP0cTO7mZMHfVwxEa33UrflTeTnJtDK8p670BFtI5GL+DwtONqb6Kvs32M7h535CgjPeKHgHo62uqxxfeuY2fing7NNGd6WJKbUAE7++Fsz+MtwP2RdRMmkd/fSFWQt0zGSZxnXAwVw+j7WAsz2hB0tZRydXZ2dtwBTabRp3Z7JTjmQVuyg+O7wDNTWXQTwYC6oUbLqiY6wdwEzL21GOsNnwNRDCYnGEb6KgQReHEsaECchJMm9dvoZKibtwoIHQHxXADPz1v59b/Ak51QEccf7ELNvzmDYCyeg9XsBfuSwRuFJd3tZoQ3GPd6RS0vN3DwWC/1R0/R3uMkJRQg2b+TgLkE7AvBdgtQDNIDtIOxkMGJGlHMGE1XsjAnP251oSuAz1jhsnT4wlx1/oUOSAmlkerP4sy7LRiumkW+1cjCeQ6sdbVkowSnJ854w/FqFSwr7SI1PRyxrBPBx+BwouH+phYgE2OggaPD5C4tRRXC1FyiTJMUEKAzXiBOpN/xpOQ4jSqSkaKww60btjTdFKaDoUaQE0BK6RrPgL29o0ceCqCvN4Ucs5suAwSPTNxTkYMSmhSUVZZooRgBnNzTiiQEZj8IIyO6WsN+aPgjhp27kH6oCg6/dRPwfBdse1byg1fVPNwohW9Ini1YsmAJllCQoVIvaGxykdUV5uQw+1ejSkJt/RB27z9BXnI7yTPyWX39I1htfmRHtJZPMYgFYF4Aw8Z1CgwWG9d9cRPrYx6lkoBbCqEsHUq9QA/cnQSFSVDXayClqBOTlLh7eylbupimN/cxw+4gA7gcWDbKdRhIQQYkFV6BwZwOMtEQQqsqBuFvAG/5CPsFIZhE+b/+auhTIarfZZDBBec1lxjTJ7rVda4PcMmlgEgp9zH0wmYwAau4MYGKO0uA6yt6WGo1cmUQzmRPPKqwmv7uEmNxuQrgpNmAIWkB6qPHs6iiBCD4LgG20r0XTleO/NvwoqI3X2yFPwJ7GdnCNQKdzRJ/6ymsBYtBxnwlQ5Ke915l527XiA+tEjjRBmvmt+BvFNCwi0D1bgItXvw97siRusAUZNSvvTBD9lLW3Th4vvJaIDcZkj4J4cvBGoSUTPipF9qSfdTXmym49R72HzhFR90BQvNLeTfgYWaKepBJgbPFDUbCCCSnQljUYzYmxy9DNwQf4IFgNTLkhs4PwT1cDK0E+Rr15hNDrmkKEC4Et0NF7mouUabJnCQjxyy64i0UQtwwlgOMq1XWWPeZgjwVkxe5AXhyvIMlJQ0zsRMhBWX1FRWAs0CStsTKddmT4wuIWo9jiW4NAB9flIwp/CrDfwUCQA24O6C2HSqb6GqFnVK5Ny1AMvHl9STwOnAMFXk70sNmCDB4oKykkFBtDYjBkhoG0ouzqEsauaZRCJiZBKdqvby+9Y90iHrMC6/CaxeY7TOg7QUIeCEYot8dOTxmez63bSwlOvNvAiwCCm8BMUudZqhLBWOVWOD9nl4WrAzT0Xacxi4DNQErJlnIozenE+6FWUa4RcA1ox5Z/S1va4GM5JEq7AwkAPRBWyWhVgO9FV20HfOM4KY1EmpOoqpx6ERxqhmSjGBImQqeNM0FZXq4W50jrBvutvjIMMvjMh5LctqlfcQSyZEsjVTceQwoj1RiGBed7aN3X/nSXHA4wWEOk1buY257YkEco5FIObx4VB/vQYgZw28QDkEgiaDBRiDFCcnLCSyGp6XqSxlGpXwMN6/awNlKbKNys4Dk9kPYcoqHrJP0McdRzfYE2qTu6gPfvjdZeaWT7hYDos9Fc2cAf2oagYyrAT8YEpzfM5lwLihhpg2KDFCaCw89vAjZVUTVXujNhhYb7G4FuwGcDhfHtgbwB5rIswXo62rmTFMrvzsWCeyxgF8mdj1sQEExYJ3F6IIeuQ/4JYGWbsJ2P+GDh+naV4G7qw3CLoY+pgQJp3n4bZxoA3MAZtjhlmT1t9WF6y5Rps+c5CPDZF+0A0/GWR4CxlQ4ZjzFBC6K342U8luTNVZ9w8hxqncD864F09UGqA4TOAJHW8fmzp/sziHtKV5CLXsxltyAelYacDOWAejuwdNeicnpw1PdiWPrbgzHIKkYcmqUi9fA2CNr45ERBOuc9WBNJfbrFaaXGn+AQhs0jhLp1AyEXAaqOrZzxYoCmuqN2OpKkZkOpNsEKWVgSPQrb0TmPMLnb3XxX2/tJb14LlZ7IQZ7Blm9IXo8jZyyq0KRj7XBH9uh+KNhDr38Nlfe/TlERQWbj54i3NxBWxAWWVRQ076Yo8RL1CizwJK5FkypIzWzkqjHEAmBIMHm3xFobiWQ8hDts2bgNqeS0t6JqduNbeaSGKtS4Nn5Mjfnw8mYgG030J0CjXVQbIMOb6SSkubS48K7UhOhAniCOEGXw5AJ/NVYDjAekZwK9bmnFIUFBXGXLwKMNli8GMRCK6aChQTFfnyZ8FTV0O2TGFrFJkoI5eKcrM5Gm6vgvvoG7PkdYM5hsEhCwNNOt9lJetBAcuWvOJKVwe5W6M5IpzS7kzIjbGuFMxNUbgdQbQFDQQtxv459ftyuJtoTCAV2Ac9+6OPoz9/F13Ur195+C93hLjjzOzq615J5pRGzI3fEGKWBiOzLsc6fh3dfA+aAifqjDZjLzJRlp9N5uJGDPSq45VQY5jgg392MvPNysrqb2dzUhLl9O53tyiKr7oU/MDRUvAAVnRz9UUXKktOyYDnzLHMYSgDCHhBJEOxVn8VkRoYaObnPyNGt3+NMc4j777ydrsZykpcX4uk+QXLmMs46jrzdeEMhXj80dPQ2INwLXgN0ey+SJ2LN2Jk+FXeejRQuTxghxJjaOE6oLJ1GsW/PnrjLHQIWZkBGB4jCZYjsI5h6BY5aGff7N5xARtPDrfS3VZpo+oitDppeP0npahtDVCMElacOU9kuufKq2Zz2rcRu82K8r4Pan20nORkqrFAXUudiY/zWhhUQAkj9kzji1QctNfRYNlA1xAaLjzsAy5ONXL1xNbUHjhM6Vs7hzk5mLK0l02QHkegznhGRZKDT6CLNmU5pYS6dfZLWBjdLqsHrgSsM8Avg50CGG/YfamT9Asn2Uy+QklNM+34/p3zq75qOivyNpQNVDMKOclGXAtmzwSTTUO2oBxIE1x6wtIDRDF1vQNpyMBQRqjxIRrGXd37aSnFuiDe2mFnid+EOXUGB3U7yFfPBlAQEoO8Up17fMeyj9+GjqprQNai2CppLlGkgkuejQ5UWyUkgKIfeeIuANAvcXArJV87BMHsdJPUQePc4lWL42p3xSEIF/zhQEa2T8Uc71g2Ne9ooJYmh9oJk1pzZzJxtprOnnIPHz+DvaOZ05UnmZIDPD5YumGkAtxXq+lQFmqgIpKDE0zXC8ZNRwpppAzlXYDAFGKKSgQCYGvjF9/8TE4m5p3stIIJG6vfVY0hfjXFFEba2MOFeGxhWj1o0oR8D0t/Jjdd+hLA4haWzgSVzV+E49S6hjR/nlb/9S3a5W+lDzS0XAzLHx3uH3maOuw1zcxXtbtUzMoSK9I2XKORFXbtG1ANQLtBldjA7Q8TJXZVIbwaBLW9gXr0fkXYrGC6H7v/B2HOa7/3Miy8QQGYsx9i9l7f3d3Jdjp++Fdk4e2ZjdSwCwgQ6fkBgdyVO4vc1bUGV0bMzeZ4LzTQjmgKi0SI5Gbz/9tDn7UUm+NxycC7PJyyc4OyB3mthXTWmbb3Ma048BaQXlWPXhLLashl/wE4UN7BmUQOEGxmSNh7swNfUQK8jjyM7zrD61o/w9ptPY61fSLZtL/ZGN0dRItjdp5JImlA3+D7gBtQN9gwqTzIeKWkw3w7zimDjn1+jGgUPoYI33txOXaU34d+rzQ8r2twEUhZh8vYwe34p5s4zyFA6oeozmEtdYJ7N6F99CZZ5FK3M5eNljXS8/CLOW+/EN9dD7fZ3sbV0UtPbH11cD/iqIS+pjS2udOad6eQD1LSOmcGW/8Bi9GGUkJYAFhOUB2G9xUzqvV8YGrMT8OJp+gkNzV5m9ezCnJIMwVZCwWQO73RxpqGRXq+ROTN62VqZTFpGA2/+x2lWfmoVSV3JzF0nMRz6Fu7jr+E/PbL1L4WKdM30Q+Xol11zsRFNAZlGRIqcP4EqjR11qVagQgF+JKV8Zzzjjie6VU9TxJDiGHyDz0C1QnzDD/7cmVgzypDVq6BoLaKgmPnz8xlYnXS0yq8m+ltRpTJxVysoMeswBImbVG9MRmTPp2fvIZbkzKWu4gwbbpzP/FTY19lLhVWJwiyUldQR+QyXJcHKFHA4QNjVTX8WQ8sbJQNNXVBgy+TOj1zOgtYehCnWtRigt1JweUoh+xKtkoCytF/8QFJ/4Gu0vPxLgnt/Sor/NBmzcwil5UI4l8Sm1QVmwOhzY8+2MevhPyE1JUDm1Y+ycMNKrvr0gkH3kDagohuOfQh1FZ28Qv89Jirw0R+blcHXJIAqet4UhDLgz564hrC1l8EqGSDQsZ9DuzL44e/exPtbqcoYNewg8MxLbH2xg5OH4Ex9CJs9iLe+mVmO5eRf5yBnVzdnjtVAy6/pfnUzHT8J0dCjatDGYyGw0QhXWVQ7M80lyvSIbgVACPEMSgzTUUXOH428nkJp1nNCiDfGU891PCI5UhODS5KdO3YMeu8FStasxhkwUivz6SEHWZwKSXNg7m1Y53bQQ78VksgDWw+wFtWBYqIPeKnA2hzguj8BQ17M2hAhYaLqyHGaGndS6bBhkC7+77cHeflgG2uWZXDnIvXbOBPZI8mgBLzWC6d7IJAE5QZYOhNm5AwNO+sVgvvuuZnG1k6OvHyC3vkbVU3VgUgwWNr5zc//ZswuvwagrcVAm7kd44zL8R0M0NTTQvv3/wd/U10cjRzGTjW0Ys4sxGzJBmc+RmcpZumHskya36sm1vb1A4UCbOH4f6MklFs22jItFgtQbIVtv2nG6DEw6OcZgMBPfsTf/ui3nGw+xaF3Wwi4DhLwhPFlf4FgZqZKM/HA937eTbrFT299E/UdRj5Y4CF9Zj17/uN19m7zsecUvOuF4cpltQEngnDAPTlpSpppyPRJAUEIsQeVxpchpbxJSvltKeWPI69vSynvj9Qafwv4/VjHH7O7dayRRJcCs2bN4syJE2ff55vg1PsH+a9/vJ6sOz+OMFyBARd4D4K5h7DFzlJ8bI1sn4yKSx6u7FoQ9WQiUALXwMRSQvqAf1qWjCX1BjDFKkaYcAiKF81FmG6gO7CPzMwCUvtOUrBmPu5Xy/m3yIRqNBV9blg1EW4RcM9yKMxJIrdTYAv0st4MB1r65ydNgNUssXtrsaZLZqU4yElPi0TvDPzQPXQfquUPbwZHfSgoon9OLwfId8CKeTeRX/op2p75LzJS8yh/53UW1QQwdrXFVLAZwZFrzIkYcxG7z2wEUybWji7W3LcA39ZdQ3bZP4KR6qNfPONlP2YB6WmQ3VGHKLotZm2Y+qRuHrgig0VJGex9oYPSfU4sVV5+6t/FT071cG2p4ESXmRuW2fnjThdVwWZ8tVZWWDNoD7ewUHThaIeQEVpCw39/WlAt2E6hMrW1NXmJMg3crUKIrwBPSym/Pdq2UspvCSGkEOIrUsrvJHqMSS9LJ4T43GS1KJkuvPDqq7il5H9/+Uvy8/PJWJzHPXcvxe9cwYlDYbxtnfTVtRC23YhsLsRXuprOjP72xhmoHLqRKESJQCfK4pjIA5wE/rcpHcfMzMHiJAPgcUM4SFP5UWwlM8hLLaVp848onDGLuvomajNtpDL4i3Mc5UJcaoRgJ+QkCz52yzUsyLdyugeuGdBOYgZQkAxHKiTZRggvLYBl9zHUvLPwh//+wrDWDqhApk8sh+IcePRTSfzr32SxMQ+W3ZACZ9qxpxrIXjaDntl9ZPsLsC3pxFhSN+BYAaT/OPjLITycWA6UMwOIZMi9E1dO6qg1aQfshQnlSu0dsGzI5zGCNEJn4TWYY9zgQXqprAhyuK+H3xxN4w+N8PVXg7xUfANVFRVc7+vhdIMkrdHPWx+6WFZSxJmqIGFLLwfeOU2WM4cZYT+NEl72qznQkSz091APQVogL1GmjyW5IRGBjBLZds2oGw5gQiIphEiNTJYOPIkfAw9cJOXrxsQDDz3E6YYG3tnfyMPf24595m2k7TmBzd1Ckr2doLcXsr5AcpuJbld/yocBKDONPtnbgNpnIhGHDuDPr8jjY4/fgCllPv0RpRKCvQRkEFdDLdmL1hAMWPCcfoeZN90Ona20NtUQMvUM6WYRPZ96KxTaoTFsxD67EFtRDhmXW9gx4ISNRuj2Qdvx42zY8BA++wwM3v0M/fQBUhbnDVu0fRbwiXngSZvHopvuJ8d5L355I1lrnfT5zWRdvQFTmgcWzCHFNo+SWZVYrkiH1Ks4GzojfQR8afg89RA6zNBfvJm4P5HQaSy/ep/mkS70AML0ewO6I9crnhvzTAjW3+lk3S2Z4B6cMBIKttGz7Do8Z1qxZ5qYe+vN3PLow9iNHhoa95O0Jg3RDYcAiwEKbZ18ZnUS12U6uHY2PLP5OK+6BKWZ8LBNWdwjzcx6GFsEtuYiY/qI5HjiyhJ9vgUmEN0a6Qb9BCCFEC5UgfDfSSlfkFL+WAhx93jHvigwWihYeS2svFa9b21EBjx0udtp3vs2BemQ2a6syVUb4djryhoLMdQBaEfdZJMZ4183DguLrRw51smXFzkxOJwD1ghk2xHobseQuoDjL36O5u5sAnVtnGx4lRZPKsU54D4QQjL0BhsCCnrBmQPJ/lnUdNXiFckYg1YedPj5qVvdeE+FIKkXbkwBC5tZveQmgu0lmJ0xAwYOk+ofPmJnmRPSrk3jhtmrSC5Ygbe3h7KVN9PXcy+2k3vpdQXJPNKFKWzEN/8O+so7SV5xW6TAeRgI4fN0sePv7sF03TLWLLwW68x5qlaqGK5DSBQzoXk+LH8cWxCVoL/jt5nBXVsE0A58b4uH/370bnAMmCsOBzC4q5l/YD//3eCltcHF2oVhfG43x5uqSC5Lp7OrDV+kGsXxNvB7PaQEoCagAnFKV7aR1GqmQsCxZHUs72REgGkuTiY5BSRS/rOCyNyFlPKpMez7pJRyuHqr47klusay8UQsybJIJ+gMVGfoTuB/hRAhIcRuxlhE9qInOx+RORvnjPnMe9LLqr/7Lh6UVVHggHaLsvLiNbrtRVkgrgmeggCud2bwF5/8KPaC6yItsvoJZ12GLLmB9rZ2PEX3YZ2xljNWG5a0YhxnKune38KWYcrUBoG7zNDYCbPWFhM2LKIm2Iyhxs/z7v4IXSPKGraum0GlbQU1TWmYTn/IkEdScw5u5g37WXqLDcxb8Dm2HWymq/sMKzc8hOgL4kjJoOjKGylMTcYcOEXoyrnY2l/Ga2mErp9AoFNVrPG68W3+OuZ5dfif/Rmu3zyO7+AzEByupMMAjHlUH3AMCdwZjQAqACsJJa4DpViirtG9VxeS4WuD8ABb0wCkpFNe4KS93UVrrxmDMZV333mHrqNvcd/6GbiNK0jp67+vSS90+ECGYV0Y1hZKaix+qiNVkpYUMcLV1WiYtC4gQogngAop5bMRcSyLaTAx2r5jqpCTAGOqGjcRkdwM/Z2gpZSPRiKI1qDCbu+fwNgXPZ/48y/TJiUVUvLFX/Qyb8Xl9AFzUTfR2D9MDxNP/bgaOGpMJ7OrFWNTaPBRpJ/OytP0NFcQbunAbGyl5Y0fMffM25RmHqF5hpu3O4aPdRTAH3ywMs2Jo7aWqzY8xC33XMNaq4/1JiUA0WCjy1OgydNFU0UVDc++i3dmO0MfW5Nw2AR5mSlDjmUHurusnDp0hMvWlhGwL+bdF35MwdJleM3p1HU24S2+isDSuyE8FwrvJ//erxBiBXCIQOPTBE7+GmHazS9+1cxvX5Oc/PcmXE9/i4Bnb5xzGYz0vo7f7I2biD8afai/ZRpD7y8GIGR10ni6lfDAL0AIeP81nn7rIM7SDFxhD8Wr7azNSyapzcLz3z3F4gXLODpwsKC65p2o+e63Xwf7SjOZ663c+MUC8mb2N+vWaIYwue7WTTENJDaTgBGVYPk4Z0JnMIF9EhJJIcQ3hBB3xQTkxKa/AapfYyT0dki3aE18kpKS+NXOnTRLyVYp+f1zz5FhjQ3cSLyp8nCcAnLNPcy8YRWGJbcMWhcIhkibUQztLsqPHKB+/zMc3lPO117oYvc7Lna+NfLYElhqAU+Fi7TgTAx1ldRv66QpHQ4GVVpB9PdU4YVlJUsRGR5y774KiykNwjEuznAaq+65gXkpcFnMsZzA36/2k+E1kJS1iuuvWc9H/vQBWo4dY8f//Se2tMW0vPBbSG4gFKymYf8Owrs2Y9z/Y+SJv8O35xW8nldx//oQnwzBUjfs6IaOX5yAun+AwMhF9mQonzOt45+MESixjB0hAKR1H6VgYQ7hgTMhhiC90k/93kMcOdBMQV+Aba+cwmJJZ+GiPJKXzuHYkUM4k02DxkpG9THtApaGoPRIgKA/RMHlebS44cpxfwLNJcEkiKQQYmWcxR3A+gTOYD0RY2wEhu0CMkJ3kE0JHPssic5JPh75VwohKlDzj5uFED+UUn5+LAfUjM51d99NVWTCKBAI8NGbbmLru+9OeNx0B9x9x3KMNz8EItax68fv93OytY2moz+hvLyS9w4pl+DTu9Uc1mhU+mFtMdiOHSfc7mL+qiIMh01YYuS9LwC//s375C+0Y2vew6LlCymc4QPDgHMSJqwOB7NKe6msGnwcD2DKtXPLilUULm7AkOXHf6KcnkAOd/7VQ9Rs3UZhZhhOgSHDQKCuhuC8EqzvNtD1jJ/Gxa9w8L0SOs/AL/Yqi64aSHFD7ht7yLD/O5T+47Cf09BXwu2XL+c/9+6PW491NKJzurGWpAT+9bkAV3/JSNJAj1A4iNx2hnBPHyGgS1opuvxeDr/yJlc9tJrVR5qpMnnZJwdfZytwuQFSC2D9TGjNMeO82sTRHVVsBJ4fWPpHoxnI5FXciU7DD8QFIIRwSild8XYSQqwHnkFlI43EeLqAPJbgtkDiIvmslPL+yFPBjaieko8ACCE2odyrbwJvSSmHdnLVjBuz2cxr7/RXU2pra2PNokW0tow99nDO4kWkzMpF2ASxdVLN4V56685Q03SUPSey2b+1khPxhxmWo0BRDdiXu/Fu30/7jGzeqgsOieQ0A21hWFqSz9FmF2lZOSAbUVVfI5istNakcOufPsiL/Jakt0MEURaSAzj1QR+FnzZgKH4QGl2InDXMLyiivaqSooJd2FoFnoY9eOtnE8pbTMvOZ8j3r+PtrW9z9JUASVnlnKhSuanR4Nv3HLD4eS9r7zBiJk4tWVBnYDJjqj1KmRWaxpFtb0Hdf6L1awcivGB66xuYVxagqmuZIOyjcsFiTFLtt3D1Qub6n6ZvSSYNfTksvAocMov7j+7kfyvUmB2oDiM5YbgpBMVXlTHnY6mc3HmUGV2dHA2CTwukZiQmJ3LVGWdZVNAyGD7UwimldInY/OmhnPMuIInOST4OZ12p345UNTCgKlv9NSoF7DmgUwhxWgjxw0sxBeR8kJWVRWVzM24pcUvJC6+9ltB+ucBGW5iKHT2EGJrGGjRkYciZyZVLF1N+6Ah14zg3P9BUDwZnC8aNklx7DTd2qNSVgXSi8j6rjtQgDG14vV6G2KohSUfSDlpdAfK8IQT9M4VeoNoVJLPPAYYw5uI5mLKyARepOS3sqcqmwTSf6pYQ7237d+p/+T+Yewqo6+miIwTdLnjjDPwuODidproVDjUA73wAvq7IEWOd3JKQMQVTZhq7x1mOxh8ZNRu42jT4LpIHtDWfJkA6SGVzSs97ND77n7iFKjiwb99eak94yE+dy6K8cnLnlJGx9y3a6vvHugI4Bnx8Bsy/30DKx67H7PsSZZd9nTMzk3i9avTcXM0lzNjmJLOEEHsGvAa6M10MnZqLvo9r/Qkh7o2Zwxz+NM9DF5CERFJKGTcXRUq5X0r5rQGiGQ3aKUOZwJpzzIaNG88KZovHw5rLL4+73UojbHO3kyQOY3EMjcs0AbYkK41dXViFZcyRtAKVe7cfOLUrRPP//ABX3R95uUYJdOwX7QxQVRPA3NFNzY6dyED64A3MgmUr72fLG21sbbIwFzUOKDnd2QvSnAUmGxjNWOwGcLdgqKtnSX4fQX+Q2iQnS4suo+j2BfQY9/K7147xSr3q63ggzvm3At5a8GzZDC0/gkADBKIpI1H8iL5XeHflFUPyVRMpapyEutZ24PI0sKXBzSjBzEQVivcd6CHc9SsIBkAG8HvzsLs8VEs1l1nsgd0eJ4alLkTuOmzpl1Gw/F5mZ/Rbpn7gHjskXWnAvGkuxlm3Y1z5MaxppykVkppg/K4kGg3QnwKSyAvapJSrB7wGpnd0MNSadALEc7VGrLwhyy8kk1pxJ8bSHFNVA83EsdvtvLNz51nRfHHzZiwWNc9XE4LSlW6WlC3HGIwz2WACRAeVO5+mTsaWCxgdifo1pABPnYGt78CWHwWoDqugnXgC4gHeKg/Tl5oLluIhJ2RqPcZVi7O51hEk2zh4+myhERpPRUq+CxsEjyGCRihZx84tJ6h86xWKqrfw0w9dnArksaMpC/8iKxIlNLGJHhIwWmBbCPbvg+4P3iIQgHCoCQID/E4BQTDpBhb0NTKw1baNxKb3oscVQOpKB195YgbziuDrFhXZDFC5I4hh94+h58cQrEIYXqH9mIdelAO4LsfInAwTh3YYKfZVY6KZrHAPBn+/w3o3UCoh6cFZMOdpSFkEZiOmkr/k1N4+UnvOQbktzcXFJKSASCn3MVT0MlBxLfFYCZQKITZFLNJHBrwf0U0qhJgphHg64s0MRV6nI8uuH/lMh2fE30mkLt6kMdnjaUbmxvXr6fD5cEvJjlCIRVd/l9Qb/4pwbDFxgCD0bTtCQGZQ1TW+yYg01BxfM/BUD/yxGfaqoYed3kgCjr/3NmJIHR8BOXMpysvHTZhDocFZwx+0QEf7GdQRAFmEKS0TQ1eAFdeUUHTjLVSW28kMtPL+T37Efzz7Ju+95mI7/eUAY2nwwzvAd6rh1e++S9Njq3HV1qJsri4IBPAFwkjPXsK1R4cIv4H4ea6xCJTl+IkMD6kdZmZfmUFFWLlfioCKAPT8vJG+X/0dgX1PcPI73+fdNiXEPcDnbxRcM3sRmfkLeLtuJl1tRgyZNhasK2RW5BheIDMFDJcvB3MQDFmADxGq5socI56QSsmJV0NWo5nkFJCnYvIiNwBPRt8IIUqj66O5lNEXKrrVFXlfMdwBzmUXkNECdzYACReCTYDJHk+TIAaDgdsfenSELXo40rab3DYX6YyvJFkFypK5zAD1YTXn1YEqyp6GshxjZ/gyDeAoWEk8O8xgmEtm8j7KatW4A8vAVQLOMht0pENKNxjdBEQm0uvBlDOH2vcq2dLexbGGFq7rbmHhDCPuDjCGVSeOxmE+QxB4LwCH98IXa9v4aNmjpNz9eQwp8/DUt9Dl82MInuLgK31n81bNqEhSL4mVDDQCNyfB7JtmYsn9JM6OH9I8E9ZUwQtBqAN+uxlu6eohd8cz/PEVNx8E1fhXm6HJcTt7Wg7z6J/OpeuMF1soSNr1i7ieLGpeq2ePX81dzsoDszUVVanVDggw5pCzKIfbcxo53DK+vqTWmPQkzUXKJJWck1I+LoR4LCKEpaiOHQPnHNcD9wGD5iEjluR9KEvyMeCpYVy0e4DNUsoRc/MjY/weNcORMKOJpBBCPD2WAUcaC92LcupiTsFWtILtv3tyXEnyoKoCzbPCCZ8Soeg4EnWLjndDrg/DkZ//kMDffRVzTDCp0XyCwG//j0M2C934MdEvsr1A7c5fU1Z8OeHM2RhaQ5g7thGYdwN1f3wJc7gHe74N6+5aqkQ2H5xpJhXlHdqdwGfpAP65BQ599Rif+dmXWHLjXHYYwqRfPgvv1i282qU+VwowB5WLmGhicApwbRaYxHrsCw2YltzOR+w/ZtvfqzGbgLZOyDgOotvNd3v6C0kcCYBvyztUuXxcv8LEHVeakG1NyL5bMCy+lbyCg8yqUdHDWTelIJPuQWCCQB+Y/WCaB1etoMjXyFWo3kGuBM87is+nG2hd9Exy02Up5bdGWPcUyuJLaPlAzkcXkBFFUkp5U6IDaaY7Zlau+xgr132ML4fDPHjXXbzy0ktjGsEHPOWDRSjX6MB+mctR7bQcwOkB+wSB625eiQgOTbcIN39IaKaVbdsF84H3Y9b/5pu1FJXsoCylD1NXLqGAGfwBLlu1lq//y0Ok33wFacYeXmzowYKy8qLl8QaShhK4gSIc5UU/7D4Mf197CvMV0J56htpTIDrUPvkoN2gLnD3GaNiAWVfkY73/EZDdhN4NY3wFFjjhJZcKanIB1TXqqXJgpaUQUJAaJMsmMJuSaOoqpXRBESKtC2N3A1l3gP8/1aRPllkgwkJ9MmMYcILowlzyIMasV+nqUucyVqy28eylmXZc+OLlibBBSpmwZSil/PZYDT89d68ZgsFg4OkXXzwbAPThkSOkp6ePviMq2O0Ag7tcLEZZltdGJgNj58Fsq9ZjNAz9RYbMa3j2g2o8vT52xjnWe0DSid8i95zBe6oK2l1Ufu97PPM338aeauWt559jc4MSrnDkuPGCazyonMLh5ucCKEs4ywu526CsUUXYGlECGwCWouYTR8MKLANyc9IxtFVB0jJMqzZguyuTQqc613JU2kw1qkrSQLqAnYc9ZNuSWbduI8b0PMLuZmhIJRSC2i4D6zJVCsiZOsCQqY5qiM7EOsBTz/xM5XMazw2goLBwHHtpphW6C8hZtEhqRmXhokXUdnScFc0777tv1H2MqJw/E8q9WAy094HZPNR6qWgrRxhjl0pkvQ9Hm5qJj2ehuYAPnqxF1O/DfPRNyPZgOfUajR01fPv9Cnad7t/PEjmHeLUUQyhRChB/PqAXqHZBUwNYusFTrsRrNmqCxYlKf8lk9B+UBOYawHD3jRgL88BgxJwHvhU51KcoV6s3sl0r8V24oSAcbQtR//rLpHi6MC68CRasQOQ8wNobPorJamQuMO+BhWCMtkOLvvogSeD2q8Tm8XjUenrGHv2smX6Ewom9LjBTuguI5hLlV888c1Ywazs6uP+hh4ZsU4SK4HSi5vd8aeDNg6zMwVVm7DYD9oOH43TfkAjDTqpn2fASPyLVALhMIE4dhVvWEDTk4T/STnNry5AHXDtK2KrijCNRwj1cGocReB04XQtNFWAMqF9mOTAvCVKyod0IxfNHj25NBkxGaDnaBL4OcP0KQvmkpyzjoFsFP42EATXve/v6ZPaKFpq6a/CHJIT94O3Bs6ecz9+dpK7ZttzIJ48SgEArsvUwfRZlPSday2sgAT0nedEzfQzJcXHeuoBoNKSnp/PTX/7yrGjuPaGK2VmAj6DmJ0uTwRuEwgXw0RJl0UUxecMEHQ1gjLUVJd3dpWRXNlLG0LxGtQVUeKCnqhEO7cDzyivUL53Lnr1DY3MDKEtvuMgxQb9VlRezrhs1j7q3D37UCj+MlP5JBXJSYV4m2BfCjBIVRzoSBiDXAc75a8E6B5wzwFOHIcVMbtnQMnWxhIFDYTh8pJtOlyTVWkdv516QRjyuMxRcuRr/4gWETYC0QjA4eGdvFYEjzXQ3wgfEv8kZiF+QL8rV1103yllqLgYmqVPWucZ5rvcZd9NljSYe8+bNwy0jD2pS8tMHH+T7Tz/NWhu8vxUqg4Otl26gZ5cHgrHyECJs3cz+PmVdpUa2HYgRmGuFo41uLmt4k7aXA3h6vHGjV70ol2g5gx8jrfTPWUqUkMYrPuxFnXc+/QFEZuDXLujzwpdvBFMzBOzQ1Bt/DCLjV/ZByoc/hnwJs68AUyvNz+9kpzuxTi+hAJzY382KRScw2paR7JgPwWasGWt59Q+7ae7zk54F3WIb9trXYPbd6tOF2pBBB+HqFF6sjbaeHspoN7/TZ84kcJaa6UzUkpwGPCKEGGtbRieQcGMOLZKac4cQfOZ3v+Mzv/sdAG53O/+1cSkntw2u5uq4eg5YB9t40h9g52/fosGj5gSLUf8OFJE+wOuDqhpY/KMeHEY42aIsodibfADYFucUo45DJ0p0G1BWZWykqg+oReVqRscXRrhzmaB0jpkd7/u5bQlUBoYXSFCNjhcGoO/YcWylNZiLG6C7GOfshRw7dHqEPftxAzMzoHLraQ4t3s7qvCuxB3+D3TKL1YuKMKWa2Ft+kNpD7WQ6vJFi7R4ghZ5Xf8arrz7PSyTW2SUeZpO+bVwKTAErMRGmTBcQjWbCOByZfO2Der4Wef/UD37AP3/5z/Ed64FQD0qWLIAk6DmMe28HXlRwzGnizw20WeDjSdCbBE1N8BLxf9wjNazORaWmJKNcrQdQM3mxIulDWZ5Roa4PwW9bBV/LX8UNBYd5rzPAwyk+3umIXxdVoELxatLBdkUhmLrAvhS6sxCVNdSN4dF9fxPcNV8wl2bS3TX0OmbR3NVJOJDC6Q+7qXXDh4d9LP7lTzF//iqwngQKaKk/yv++x7hafEWx2+NUbNJcVEwjS/KcdwEZt0gKIT6LUvE9uj2WZjxs+sIX2PSFL8RZE6bv+W/x/Z3KKutGiVhsMQIBvOeHm7yQ16sEbDyhbv7I2DfbweyFpvDQziVRzJHtoy5b2RDmjaJaclvMdCS7eaVj+HlPMyqgaYEFurY3YLmpFuPpPsJpt9PsaSMUGGbHOONYHdDR3MmRrg6K8p201J6i78QW+qqKeKkZ7L0GLEsX0mtfQmjPvyMwYs5N4q3/OciJRJI5R+BTn/vcxAbQTHmi9c2nOlOmC8gwrEYVqR3YHuuu8dTG02gGY8T4ke/TXtAfQmNBWXoDCROpTpMHXWvgpGn0oJN4hIAFRqgLQFZYieWiYQZxM3hOs0eC19dD6WUlzFxZzFtxzpPIOV0DXGMCaQKDUxI8+Ba+g1bC275P5R9qOZ2gfysAONxw4Di89JNyOmoepftMJTnzNuKYVciaFSksnpvJ4usEp1PTOflKMz0GSd2WD5A9vbgn2EfywJ49ExtAM+W5yKNbx8S4RVJK+Wic9lixPSWXTdJ5ai4xknPyOV7feDZq9gv/7//Fjfx0AUd7oCcH3upVc4ZjfQK2A5cXw6osyEyF9KtWU5RAvnyGBeZfXsTGBaXYZhSTZE7m3ruL40biOlHpJ28GYWEOlJfDqa3Q+fNf0PL6TrafGNklHMshlAs63e9n594wyTzHtn2v8O7x37HYHqK5Lczh1wVvvfIhuw98yOvf+QF7f/Qeu1wTtxDC4WkyW6WZEFokFRNOAYnTiHkNqq3gGmC/EGK3ECJl5FE0mpH56ne+c1Ywt+7Zw4rVqwE1T5gTAPbCh5F791gLBHuAV6vAmQVZDpjhO82MrvgW4UCuKoGuijrM3SG8751m+dIZNOyvHbKdCRV4VILqA7TtFAR74O198MQ78JPn4GfjsO4CgC0A+XtrsKcFyKndTY53HcnzMuhpaWdWnptZsyUpMzN5bp+Pt6pVl5OJcuW6dZMwimYqEy3dOg1SQM45k54nGRHN+1FFZw2oquv7Jvs4mkuXFatWsXX3btxS0i0l1/zHDzjUZKMT1UpqLHpjBzYC99thWQrkzDYwsy5IQwDKRpmxb3MJbvvIHA57fDRaDHS2pLLBOTh9H2ABYDHAVUb15P3HbtixU817/ioA3+keX9cVA7C/C86chud/0UdzGyxdeJy3//snpKeBwdPBvrdO8PLL+7G0QJEfFk9CqJ7JqBtsXQpoS1IxbpEUQiyPuFS/IoSYGWcTCWervz8ghPjGeI+l0YzEgo9/nr/o7qNCSnrCYR7+zGcS3leiqumcSIaC6wXLMi04rB6y+6B9FLU12q0c3+slOyeTglIbu3/9LK+2D27pBcqN2hgGQwj8RpV68TbwAoNr3I6VMHBAwi+PwK6tYNgBJo+bD4714q4DUeBhxoJc1twgsMyBncnw7iiJmCaGinwsZfPnT+CsNdMBbUn2MxFL8muo0pKPAuURt+o3hBB3CyHuRrlbgbPdqXWbLM05RwjBD//3f8+6Zo9XV5NfUDDs9n2oIuUuCWkLUwinepmZCavNAkbpm9jU5GXjlXkwo4j5y+cx+55bKHcN3c4FPGqAkIDNIZUesg9Vm3WieIBeL7S64N/K4Qd/XUPprDC1DjhxQtLjruc3O+xsOQan4pxbLMWowg2OEbbR/SQvDbQlqZiISG6WUn5VSjkb1VLv96imyj8B/hr4BkBEOGcy/txljWbcFJeUcLq+HnfEynz0S18ask0z4PNAd4WD4DqwPAwLFkjWpA41uwz0P+1dBywoKOXU/jr2elPwdLTzkUXWIQXc/cDuMBilEmQ3kxtefxTVI7MKeAN47g2oPw179wepOtaOIew+23JrpCdVM5HasKhUleFuDkVFifQ70UxnoikgibwudiYiklsiArhcSlkhpfyWlHK1lDJDSrlGSnkgst0qlICWT/hsNZoJIITgO//1X4OKs2dmZhIGri2y4Fxix/7RT+Aoy6fMCXO6hz4nh1ECkg6ELfDe0QpySxfh7U2mu7WXHTt8Q+ZEvaiE4oOoOdOJJPLHI+ryCqCqAlX6weaGPCO8VeXheE2IXpTbZyQPskSJeD6qhN9wzdFCoUvBfri00Skg/Yx7Gl9KWQn8tRDixlG2042bNVOS9PR0qtva+hccegqMSTA7QKikip53PhyyTxnqR7MMuL4QjjSdxJ5dzJ7X3qHUG6TVBL4YA9SHEp1OVMGD8zGPs0NClkdZyUaUBTlaXdggqlPKKlRh+lriu39SU3Uq9MXONKq4c86ZcKyblPKtyTgRjeaCs3QTAObMh8n5Xx8FBV+HbzwxaBMfyi1Z4IBmLxyotOLoO0Z9TQeesgwy1hhhx9DbSzmwlvFVBBoPHfQXs0z0ZmdBWY9VKItyLkpkY0vsGQy6edClwKUQlJMI+tuu0cTDaOXL//bNs67Zk3V1pDuddKKEpNUKFXONeJtaKUht5/999R5S8bA3jkCCcnUWAI1M3Qi2ECqXswAVvGNn9NZfmosT7W7tRxc412gSoLCwkNrOfjvw4AtPcrzuGSxznbQe28vv/vdXlDf0kW6F3jh5Hd3AhyjhmWBVuHNGCDiMOr8sVITrksj7kxfwvDQXBm1JKrRIajTjYNldj7CMRwAIh0P86QPXk2k/ybHd8csC5KGsyerzd4rjogeVmmJHVQdaYIUSE1R5JpbTqZle6DnJfrRIajQTxGAw8rPfv3/2ffmZM1y5ciWenp6zy2oYuc/kVEHSb0kut8DMNdBcBSYtkpcU06ULyPngopuTFELcK4R4TAhRKoRwRv8fs81jke02CSE2Xahz1VyclM2eTXN399n5zC/++Z8D0+PHZka5WW1A/iIw58HyFFg6VSdSNecMPSepmA6/27GSgepUXY7qcVshpayIrhRCPBFZ9qyU8imgTAhx74U5Vc2lwBP/8R+4paRGSqpaW8nIzLzQpzQsAVRe5xojOEzQ2wddKQL/VJ1I1ZwTdOBOPxejSIIKQCyTUqZLKZ+NWbcpZtlmiEwuaTTnmKysLGra2s5amd/9/vcxmabWrEcDcDQE/lzIWQWmHskyVL6l5tJB125VXJQiKaV0DbQeowghVsbZvANYf+7PSqMZyiNf+AKuQAC3lLR7vaxYtepCnxIhoDAbjJ0QfBaK8yAFHcBwKaEtyX4uSpGMzDVG5xwfG7Aqg/4c6yiuyD7O83R6Gk1crFYrW/fsOWtlvrl1K7l5eef9PHqBQBtYC6GrCTx1/XVdNZcO2pJUXIzf+y3AMzFzjtHgHGec7aOimRFvsIjQ7hFC7GltnYy+DRpNYly5bh3ljY2qb2YoxN/+y7+cl+MagHIJnTugywbv1yiLQUe3XjpoS7KfaSGSkSjVYV8Dt40UW3cNWLQZeDzyfxdDxTD6PtbCjI73VKRw++rs7OwJfxaNZjwYDAa++jd/c9bKbPd6mXOO+jqGAKsRrH2wvwFa/HAIlRaiuTTQXUD6mfLTDJHI0zWjbIOU8vGIYHYC6QOE0gVEU0A6GGpNOkHNY07G+Wo05wOr1cr+48fPvv+3f/xHvvnP/0x4kjp0HArBljblTpsloFaev7qzmqnBpWAlJsKUF8lIJGpshOpIPB4jeKWoHrdIKfcJIVwx22egXLQazbTla1//Ol/7+tcB8Hq93HXbbWx9++1xj+cCtqF+PB1m6PZdGlaDRqEr7vQzLdytiTKMNXgfkQbQEZ6KyYvcADx5Ls9Lozmf2Gw2XnvrrbOu2d1HjpCeEXfKfVhaUPVaS4HsEEMaSWsufnTgjmLKW5Lj4KlIRKsL1f7vyYF5kRG37GMRoSwFyuPkUmo0Fw0LFi2itr2/M+Tvf/c7PvPQQ8gRXLMuVDeQfcCWoLYqLjW0JdnPRSeSEWvyW6NsM+J6jeZi5r6PfYz7PvYxAJqamnj4/vvZsXXrkO06gIMod5PrfJ6g5oIjmVwrMWK4VBAJlIxkHoy2Pah4lN0X8p590YmkRqNJnLy8PDa/31+cva6ujpXz59Pr8WBC9b6spd+qyCsouABnqbkQTJYlGSkFujvqsRNCPCGEuHc4D54Q4kkp5SMD3u+NBGdeEKG8qOYkNRrNxCgqKqLF7cYtJcdCIR7+8pcH3SQCPp0teSkwySkgCZcCjWQouGIWPznc9ucDLZIajSYuBoOBP/3ud+mMBABVNDdzorb2Qp+W5jwwWcUExlEKNAMY0rmJ/jS+8452t2o0moTIycm50KegOY9Mkrt1xFKgsRkJUsoKIcSqmNrbG7iAaXpaJDUajUYziDEG7mQJIfYMeP/UgMAcZ5ztB5YCdQ05tpT7ov+PuF/XAxes8r8WSY1Go9EMYQyWZJuUcvUw61yMsRRoDL8HbozX1el8oUVSo9FoNIOYxBSQcZcCjUTFPj7QsrwQ6MAdjUaj0QxCAv4EXyOOowTOFbN41FKgkWIvm6MCOUwA0HlBi6RGo9FohjCJZelGLAUqhCgduF4IsR4lpHsinZ5KgQcm8lkmghZJjUaj0QxiMvtJSikfB0qFEPdGKunElgJdTyQPMhKosxklop2RVzk6BUSj0Wg0U4XJrt06UrWcSCTsU5H/u1CFnqYMWiQ1Go1GM4RLocNHImiR1Gg0Gs0gdBeQfrRIajQajWYI2pJUaJHUaDQazSCiKSAaLZIajUajiWGy+0lOZ7RIajQajWYIek5SoUVSo9FoNIPQgTv9aJHUaDQazRC0u1WhRVKj0Wg0g9CWZD9aJDUajUYzBG1JKrRIajQajWYQOgWkHy2SGo1GoxmETgHpR4ukRqPRaIag5yQVWiQ1Go1GMwgduNOPFkmNRqPRDEK7W/vRIqnRaDSaIWhLUqFFUqPRaDSD0JZkP1okNRqNRjMInQLSjxZJjUaj0QxBW5IKLZIajUajGYSObu1Hi6RGo9FohqBFUqFFUqPRaDSD0IE7/WiR1Gg0Gs0QtCWp0CKp0Wg0mkFoS7IfLZIajUajGYROAelHi6RGo9FohqAtSYUWSY1Go9EMQqeA9KNFUqPRaDSD0CLZjxZJjUaj0QxBu1sVWiQ1Go1GMwhtSfajRVKj0Wg0g5BA4EKfxBRh2oqkEOJeYI2U8vE46x4DKoAMACnlU2NZr9FoNJc62pJUTDuRFEKsB1YCG1BCF7v+CWC3lPLZ6HshxL0D34+0XqPRaC51JruYwFgNk6lkyBgu1IHHi5Ryi5TyW8C+YTbZFCN4m4FHxrBeo9FoLnlCCb5GI2KYVEgpn42IXVnEEzgp259rpp1IjoQQYmWcxR3A+kTWazQajaY/cGcyRJKxGyZTypC5qEQSZZp3xCxzAQghnAms12g0Gg3K3ZrIayTGaphMRUPmYhNJZ5xlUVHMSGC9RqPRXPJMoiU5VsNkyhkyUyJwZ7QPL6V0JTiUi6FiF33fkcD6eOe2CdgUeesWQpxM8FwuNFlA24U+iYsIfT0nH31NJ595kzFIGN7oUX+fRLAJIfYMeP/UgEAbZ5ztBxomrph1Y93+nHPBRTKayjHKNsRL9YhDB0MvshOU0AohRlwfb8DIH3vapYgIIfZIKVdf6PO4WNDXc/LR13TyiRGrcSOl3DgZ4zB2w2Ss259zLrhIRiZoJyX9Qkq5TwjhilmcAWxJZL1Go9FoJpWxGiZjNmTONRfbnCTAUzHhwhuAJ8ewXqPRaDSTgJRyH0NdpMMaJmPd/nww7URSCLEykmh6L3C/EOKxgRFREbdsqRDi3sh25QPDiUdbfxEx7VzEUxx9PScffU0nn6l4TUc0TIQQpTHrp5QhI6SUF+rYGo1Go7kEGFBBpxRwDaygEwmOvE9KuSGR7c83WiQ1Go1GoxmGCx64o9FMJYQQT0opH4lZpgvmazSXKFokpxmRGzKotJndkTq2sev1DX0cRGpGlsZZpgvmj4FI3vMm+r9neyIBGdH1+js6RiIuyShO/bs/j0gp///27v46bSQK4/B7O+C4g2U7INkKAh3EcQUhHZgSckgHJBXEuAO7g9h0EEqI1cHdP3THjBUJEF828HvO0cESQmJnFV1mNHOH5UgWSZPK+qOk62x9LOnjpuvnvKgMjmNJd5XtT5X1fr7PqvfPbVHZXf8xWx9KmmbrXKPty/S6st7j3/0By/+1vwDLmv+jypvPuLJtqLJ3blp/qrzPDX398h3WlFevpsx65W/L1e+f46KyF+Kwsq2T/V0tL67R1WX6WLMt/+FBme5xObohIGfsQtK1mXUr27sSM6BsI+Yoval5i4T57Q1VGdPmMQica3Rjf8xsmlai6fVn/E2Z7hlB8ki4+1zSu3hNBlrckLihb67j9dk8OjXbSJjfIPsBl8YhD7Nn6BLX6Ka+SOqZ2VOU5x9fPPOmTPeMIHlE/GXnh47KX4OpJ2an5iPc0FdY0cmm0I4T5p+451YOX0yYmzo3SVyjG4kfxhOVHW/GepnrulPzEcp0hwiSx2sq6UNWsyzEDb2VqPkUS3ZZlUfyzeWZfGXpOsqTbN9LSrXJQlyjrZnZRNLM3d9JupQ0zJpfC1Gme8UQkCMUv8xHec1Se5gB5Qz0JF1k3esHKpsKh5LunYT5bc2lv66nQnpu+eAabSk9U3T3dM3dmtlM0u/YhTLdM4LkkYmchncpQJpZz91n3NDbqzazmpkkdf3lGLLvlSbZ2oT5S94/G3FTLsysm7VwdNJ7krhG27vQIiBKKptfzew2/qZM94zm1iMSvTAvJD2YWSeaC6+yXZgBZUMpf6TKmuR16tTgJMxv66te9py8kpTPBcs12kLUIF/MtxvXZt6BjzLdI3K3Hon4h/FU89atu19m+y1NDPyWEgfjNFV6tMqbs8Nwja4hfgx/UVajbFtmlOnmCJIAADSguRUAgAYESQAAGhAkAQBoQJAEAKABQRIAgAYESQAAGhAkgYyZ3cVyvXrv3ZzvEOfZlJmNU5m89ncBXgNp6YCXijw5w75E9qSu3vi8fpFRSPl8hsA5oSYJrGBmXTObmpln0z5txd3vI+tJUXO+sZk9xvnqJs3N9+3Hfo9ZonYAO0JNElghknVfmplL+nWA840i1+ZVLLMlu3fi9XNlVhgAO0BNElhDVqM75OwJE0mNtcPI51sc6ssA54iaJLCevqT5sjn4ornz3yXHuEvzAq7D3e/NTGbWb/hcP+YXXPeQAFoiSALrGWhFLXJPMyvcqJzCi/n/gFdAkMTJiCmFUm/Rd+7+JYZyFGl9i8P3VT6XHKqcDX6gcu7Ib8s/trWJpEeVUyU9i//W2meQ0TT8Q2Xv2X+0KJP/JP2qm+8yPnOlxXRMDzzjBAiSOBHxfK6fanNpbJ+7D6ITzNDMRsuaS5ccOz2PHGSB9jZ6lX7f4ph9SZ3oMVvbFBszy8/N7GMluPWaJneOz1yqDHj9bL/bKJeLvNYbw1FG7j7Itn00syI6LQFni447OBWfKs2dF4qaVgSJfzcJZqEfx3muzUVQTudpzd1n7v7N3c3dRyueVU5UqUmucfx5vFYD6UjSJPv+6fijyn4/JC0dfgKcA4IkTsVNZb0n6TlLzJY1ooGk6vPG9yoTDxyipnUrqZ8CW9RCN2oKzZpQ38exupK6NU2rH5pqqsA5IUjiJOS1xNQ82qYn6Qp9ZQE3HKwzTQTimaRPsam7ZXCeq3xeqey1ek6eRwIiSOI09bVhTatqyfjIT5J+7uIca8qbXIstj9VVGSiVvQKoQZDESYhmw+RK0kP2Xic6p2zir/GRETg7qTnyQOngbiT1ohPSw6qdm8R3L1ItO2qkRV35VMoUOEsESRy9uMH/jhyrqeZXZLsMt2h6rRsf+V5RU40AWX0eugvdPEhFkL6XdNWmA1IE1dxY0ufKtsvYnn+OTjuAGAKC0zBX2bEm1YY+SBpnNbxtBvlfqBJAFAP8IwAtzcKziRgSMpR0ZWZfsw40k8p+fS2aYH+Y2aQmocEs9uuoHCc5rv5giMw+ozhvyk07Z/gHIJm7v/Z3AN4MM5seYqqsQzAzd/ed5Kw7pXIB2qC5FQCABgRJAAAaECSBE2NmPTObxt9TeqkCm+OZJJAxs5Q04O4AycvfvOjMk4aN8EwSZ4cgCQBAA5pbAQBoQJAEAKABQRIAgAYESQAAGhAkAQBoQJAEAKDB/wijatk072fZAAAAAElFTkSuQmCC\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "for idx in np.arange(1, 4, 1):\n", + " ddp_zmin = gold.meta['DDP{}_ZMIN'.format(idx)]\n", + " ddp_zmax = gold.meta['DDP{}_ZMAX'.format(idx)]\n", + "\n", + " isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", + "\n", + " fills = rand['DDP{}_DELTA8'.format(idx)].data[isin]\n", + " pos_slice = pos[isin]\n", + "\n", + " fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", + " pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", + " \n", + " plt.scatter(pos_slice[:,0],\\\n", + " pos_slice[:,1],\\\n", + " c=fills,\\\n", + " marker='.',\\\n", + " lw=0.0,\\\n", + " s=1,\\\n", + " vmin=0.,\\\n", + " vmax=1.,\\\n", + " cmap='hot')\n", + " \n", + " pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", + " pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", + "\n", + " pl.xlim(100., 800.)\n", + " pl.ylim(-100., 100.)\n", + " \n", + " pl.colorbar(label='DDP{} $\\delta_8$'.format(idx))\n", + " \n", + " plt.title('{}: DDP{}'.format(field, idx))\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "7218e9c5", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:04:24.103273Z", + "iopub.status.busy": "2022-03-01T13:04:24.102379Z", + "iopub.status.idle": "2022-03-01T13:04:24.106904Z", + "shell.execute_reply": "2022-03-01T13:04:24.107610Z" + }, + "papermill": { + "duration": 0.086902, + "end_time": "2022-03-01T13:04:24.107856", + "exception": false, + "start_time": "2022-03-01T13:04:24.020954", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "cmap = plt.cm.tab20c\n", + "\n", + "cmaplist = [cmap(i) for i in range(cmap.N)]\n", + "\n", + "cmap = mpl.colors.LinearSegmentedColormap.from_list('Custom cmap', cmaplist, cmap.N)\n", + "\n", + "bounds = np.linspace(0, 9, 10)\n", + "norm = mpl.colors.BoundaryNorm(bounds, cmap.N)" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "9f87845d", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:04:24.540166Z", + "iopub.status.busy": "2022-03-01T13:04:24.539449Z", + "iopub.status.idle": "2022-03-01T13:04:33.751252Z", + "shell.execute_reply": "2022-03-01T13:04:33.752185Z" + }, + "papermill": { + "duration": 9.340445, + "end_time": "2022-03-01T13:04:33.752477", + "exception": false, + "start_time": "2022-03-01T13:04:24.412032", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "for idx in np.arange(1, 2, 1):\n", + " ddp_zmin = gold.meta['DDP{}_ZMIN'.format(idx)]\n", + " ddp_zmax = gold.meta['DDP{}_ZMAX'.format(idx)]\n", + "\n", + " isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", + " isin = rand['DDP{}_DELTA8_TIER'.format(idx)] > -999\n", + " \n", + " fills = rand['DDP{}_DELTA8_TIER'.format(idx)].data[isin]\n", + " pos_slice = pos[isin]\n", + "\n", + " fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", + " pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", + " \n", + " plt.scatter(pos_slice[:,0],\\\n", + " pos_slice[:,1],\\\n", + " c=fills,\\\n", + " marker='.',\\\n", + " lw=0.0,\\\n", + " s=1,\\\n", + " cmap=cmap,\\\n", + " norm=norm)\n", + " \n", + " pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", + " pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", + "\n", + " pl.xlim(100., 800.)\n", + " pl.ylim(-100., 100.)\n", + " \n", + " pl.colorbar(label='DDP{} $\\delta_8$'.format(idx))\n", + " \n", + " plt.title('{}: DDP{}'.format(field, idx))" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "7478d4fb", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:04:33.997574Z", + "iopub.status.busy": "2022-03-01T13:04:33.996957Z", + "iopub.status.idle": "2022-03-01T13:04:36.209679Z", + "shell.execute_reply": "2022-03-01T13:04:36.210616Z" + }, + "papermill": { + "duration": 2.337767, + "end_time": "2022-03-01T13:04:36.210933", + "exception": false, + "start_time": "2022-03-01T13:04:33.873166", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'DDP2 $\\\\delta_8$')" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Larger minimum redshift & Smaller maximum redshift. \n", + "isin = (rand['Z'] > gold.meta['DDP1_ZMIN']) & (rand['Z'] < gold.meta['DDP2_ZMAX'])\n", + "\n", + "pl.plot(rand['DDP1_DELTA8'][isin], rand['DDP2_DELTA8'][isin], marker=',', lw=0.0, c='k')\n", + "\n", + "pl.xlim(-1.2, 10.)\n", + "pl.ylim(-1.2, 10.)\n", + "\n", + "pl.xlabel('DDP1 $\\delta_8$')\n", + "pl.ylabel('DDP2 $\\delta_8$')" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "38c9bdec", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:04:36.426320Z", + "iopub.status.busy": "2022-03-01T13:04:36.425287Z", + "iopub.status.idle": "2022-03-01T13:04:48.714327Z", + "shell.execute_reply": "2022-03-01T13:04:48.713340Z" + }, + "papermill": { + "duration": 12.38101, + "end_time": "2022-03-01T13:04:48.714585", + "exception": false, + "start_time": "2022-03-01T13:04:36.333575", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "rand_ddp1fill = np.clip(np.sort(rand[rand['IN_DDP1']]['FILLFACTOR'].data)[::-1], 0, 1) \n", + "rand_ddp2fill = np.clip(np.sort(rand[rand['IN_DDP2']]['FILLFACTOR'].data)[::-1], 0, 1)\n", + "rand_ddp3fill = np.clip(np.sort(rand[rand['IN_DDP3']]['FILLFACTOR'].data)[::-1], 0, 1)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "d05b32bf", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:04:48.961839Z", + "iopub.status.busy": "2022-03-01T13:04:48.961320Z", + "iopub.status.idle": "2022-03-01T13:04:51.197098Z", + "shell.execute_reply": "2022-03-01T13:04:51.197946Z" + }, + "papermill": { + "duration": 2.358791, + "end_time": "2022-03-01T13:04:51.198223", + "exception": false, + "start_time": "2022-03-01T13:04:48.839432", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(rand_ddp1fill, np.cumsum(rand_ddp1fill) / len(rand_ddp1fill), lw=1, color='blue', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP1_ZMIN'], rand.meta['DDP1_ZMAX']))\n", + "plt.plot(rand_ddp2fill, np.cumsum(rand_ddp2fill) / len(rand_ddp2fill), lw=1, color='green', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP2_ZMIN'], rand.meta['DDP2_ZMAX']))\n", + "plt.plot(rand_ddp3fill, np.cumsum(rand_ddp3fill) / len(rand_ddp3fill), lw=1, color='red', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP3_ZMIN'], rand.meta['DDP3_ZMAX']))\n", + "\n", + "plt.xlabel('Fill factor')\n", + "plt.ylabel(r'Volume fraction ($\\geq$ Fill factor)')\n", + "\n", + "pl.xlim(0.0, 1.05)\n", + "pl.ylim(0.0, 1.05)\n", + "\n", + "plt.legend(frameon=False, loc=3)" + ] + }, + { + "cell_type": "markdown", + "id": "83a4e974", + "metadata": { + "papermill": { + "duration": 0.127719, + "end_time": "2022-03-01T13:04:51.444786", + "exception": false, + "start_time": "2022-03-01T13:04:51.317067", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "# Done." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6964d660", + "metadata": { + "papermill": { + "duration": 0.119509, + "end_time": "2022-03-01T13:04:51.645652", + "exception": false, + "start_time": "2022-03-01T13:04:51.526143", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Lumfn", + "language": "python", + "name": "lumfn" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.9" + }, + "papermill": { + "default_parameters": {}, + "duration": 277.314739, + "end_time": "2022-03-01T13:04:54.490244", + "environment_variables": {}, + "exception": null, + "input_path": "docs/nb/randoms_n8_qa.ipynb", + "output_path": "test/pm_randoms_n8_G12_qa.ipynb", + "parameters": { + "field": "G12", + "survey": "gama" + }, + "start_time": "2022-03-01T13:00:17.175505", + "version": "2.3.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} \ No newline at end of file diff --git a/tests/pm_randoms_n8_G15_qa.ipynb b/tests/pm_randoms_n8_G15_qa.ipynb new file mode 100644 index 00000000..e2cbcfd7 --- /dev/null +++ b/tests/pm_randoms_n8_G15_qa.ipynb @@ -0,0 +1,2463 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "4d4bdb0d", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:04:56.397192Z", + "iopub.status.busy": "2022-03-01T13:04:56.396458Z", + "iopub.status.idle": "2022-03-01T13:04:57.913511Z", + "shell.execute_reply": "2022-03-01T13:04:57.912260Z" + }, + "papermill": { + "duration": 1.587067, + "end_time": "2022-03-01T13:04:57.913808", + "exception": false, + "start_time": "2022-03-01T13:04:56.326741", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import os\n", + "import sys\n", + "import fitsio\n", + "import pylab as pl\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import astropy.io.fits as fits\n", + "import matplotlib as mpl\n", + "\n", + "from astropy.table import Table" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "a502e89a", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:04:58.019274Z", + "iopub.status.busy": "2022-03-01T13:04:58.018635Z", + "iopub.status.idle": "2022-03-01T13:04:58.022672Z", + "shell.execute_reply": "2022-03-01T13:04:58.023165Z" + }, + "papermill": { + "duration": 0.053173, + "end_time": "2022-03-01T13:04:58.023340", + "exception": false, + "start_time": "2022-03-01T13:04:57.970167", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/cosma/home/durham/dc-moor2/DESI\n", + "/cosma/home/durham\n" + ] + } + ], + "source": [ + "cwd = os.getcwd()\n", + "code_root = '/'.join(x for x in cwd.split('/')[:-2])\n", + "\n", + "sys.path.append(code_root)\n", + "\n", + "print(cwd)\n", + "print(code_root)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "dbd911e2", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:04:58.093974Z", + "iopub.status.busy": "2022-03-01T13:04:58.093508Z", + "iopub.status.idle": "2022-03-01T13:04:58.653706Z", + "shell.execute_reply": "2022-03-01T13:04:58.654652Z" + }, + "papermill": { + "duration": 0.597208, + "end_time": "2022-03-01T13:04:58.654969", + "exception": false, + "start_time": "2022-03-01T13:04:58.057761", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import pubplot\n", + "\n", + "from cosmo import cosmo, fsky\n", + "from cartesian import rotate\n", + "from findfile import findfile\n", + "from poisson import fillfactor_expectation, fillfactor_poisson" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "56a9af6f", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:04:58.759963Z", + "iopub.status.busy": "2022-03-01T13:04:58.759345Z", + "iopub.status.idle": "2022-03-01T13:04:58.761906Z", + "shell.execute_reply": "2022-03-01T13:04:58.762354Z" + }, + "papermill": { + "duration": 0.051875, + "end_time": "2022-03-01T13:04:58.762506", + "exception": false, + "start_time": "2022-03-01T13:04:58.710631", + "status": "completed" + }, + "tags": [ + "parameters" + ] + }, + "outputs": [], + "source": [ + "# update pytest\n", + "\n", + "survey = 'gama'\n", + "field = 'G9'\n", + "dryrun = False\n", + "realz = 0\n", + "version = 'latest'" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "06f2bec3", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:04:58.831171Z", + "iopub.status.busy": "2022-03-01T13:04:58.830710Z", + "iopub.status.idle": "2022-03-01T13:04:58.833777Z", + "shell.execute_reply": "2022-03-01T13:04:58.833367Z" + }, + "papermill": { + "duration": 0.037946, + "end_time": "2022-03-01T13:04:58.833881", + "exception": false, + "start_time": "2022-03-01T13:04:58.795935", + "status": "completed" + }, + "tags": [ + "injected-parameters" + ] + }, + "outputs": [], + "source": [ + "# Parameters\n", + "field = \"G15\"\n", + "survey = \"gama\"\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "d0fd39e6", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:04:58.893711Z", + "iopub.status.busy": "2022-03-01T13:04:58.892686Z", + "iopub.status.idle": "2022-03-01T13:04:58.895106Z", + "shell.execute_reply": "2022-03-01T13:04:58.895943Z" + }, + "papermill": { + "duration": 0.035122, + "end_time": "2022-03-01T13:04:58.896202", + "exception": false, + "start_time": "2022-03-01T13:04:58.861080", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "nbar = 2.\n", + "radius = 8." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "9b287a86", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:04:58.993480Z", + "iopub.status.busy": "2022-03-01T13:04:58.992904Z", + "iopub.status.idle": "2022-03-01T13:05:01.319296Z", + "shell.execute_reply": "2022-03-01T13:05:01.320139Z" + }, + "papermill": { + "duration": 2.37379, + "end_time": "2022-03-01T13:05:01.320415", + "exception": false, + "start_time": "2022-03-01T13:04:58.946625", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n" + ] + }, + { + "data": { + "text/plain": [ + "OrderedDict([('ZMIN', 0.039),\n", + " ('ZMAX', 0.263),\n", + " ('DZ', 0.0001),\n", + " ('NRAND', 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"start_time": "2022-03-01T13:05:01.374915", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "'/cosma/home/durham/dc-moor2/data/v4/randoms/randoms_G15_0.fits'" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fpath" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "f2231ede", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:05:01.553951Z", + "iopub.status.busy": "2022-03-01T13:05:01.553216Z", + "iopub.status.idle": "2022-03-01T13:05:04.218523Z", + "shell.execute_reply": "2022-03-01T13:05:04.219463Z" + }, + "papermill": { + "duration": 2.732538, + "end_time": "2022-03-01T13:05:04.219781", + "exception": false, + "start_time": "2022-03-01T13:05:01.487243", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "OrderedDict([('ZMIN', 0.039),\n", + " ('ZMAX', 0.263),\n", + " ('DZ', 0.0001),\n", + " ('NRAND', 10127636),\n", + " ('FIELD', 'G15'),\n", + " ('AREA', 60.0),\n", + " ('VOL', 2531908.950723488),\n", + " ('RAND_DENS', 4.00000007784879),\n", + " ('VOL8', 2144.660584850632),\n", + " ('NRAND8', 8578.642506361759),\n", + " ('NRAND8_PERR', 92.62096148476196),\n", + " ('EXTNAME', 'RANDOMS'),\n", + " ('RSPHERE', 8.0)])" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fpath = findfile(ftype='randoms_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", + "rand = Table.read(fpath)\n", + "rand.meta" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "7be42d53", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:05:04.329514Z", + "iopub.status.busy": "2022-03-01T13:05:04.328902Z", + "iopub.status.idle": "2022-03-01T13:05:08.402691Z", + "shell.execute_reply": "2022-03-01T13:05:08.403620Z" + }, + "papermill": { + "duration": 4.124083, + "end_time": 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"2022-03-01T13:05:08.604290Z", + "iopub.status.idle": "2022-03-01T13:05:15.518550Z", + "shell.execute_reply": "2022-03-01T13:05:15.519434Z" + }, + "papermill": { + "duration": 6.953994, + "end_time": "2022-03-01T13:05:15.519712", + "exception": false, + "start_time": "2022-03-01T13:05:08.565718", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "OrderedDict([('ZMIN', 0.039),\n", + " ('ZMAX', 0.263),\n", + " ('DZ', 0.0001),\n", + " ('NRAND', 10127636),\n", + " ('FIELD', 'G15'),\n", + " ('AREA', 180.0),\n", + " ('VOL', 2531908.950723488),\n", + " ('RAND_DENS', 4.00000007784879),\n", + " ('VOL8', 2144.660584850632),\n", + " ('NRAND8', 8578.642506361759),\n", + " ('NRAND8_PERR', 92.62096148476196),\n", + " ('EXTNAME', 'TilingCat'),\n", + " ('RSPHERE', 8.0),\n", + " ('TCOMM1', 'GAMA ID'),\n", + " ('TUCD1', 'meta.id;meta.main'),\n", + " ('TCOMM2', 'SDSS objid'),\n", + " ('TUCD2', 'meta.id'),\n", + " ('TCOMM3', 'J2000 coordinate'),\n", + " ('TUCD3', 'pos.eq.ra'),\n", + " ('TCOMM4', 'J2000 coordinate'),\n", + " ('TUCD4', 'pos.eq.dec'),\n", + " ('TCOMM5', '3-arcsec fiber magnitude'),\n", + " ('TUCD5', 'phot.mag;em.opt.R'),\n", + " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", + " ('TUCD6', 'phot.mag;em.opt.R'),\n", + " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD7', 'phot.mag;em.opt.U'),\n", + " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD8', 'phot.mag;em.opt.B'),\n", + " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD9', 'phot.mag;em.opt.R'),\n", + " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD10', 'phot.mag;em.opt.I'),\n", + " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD11', 'phot.mag;em.opt.I'),\n", + " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", + " ('TUCD12', 'meta.code;meta.dataset'),\n", + " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", + " ('TUCD13', 'src.redshift'),\n", + " ('TCOMM14', 'Quality of redshift'),\n", + " ('TUCD14', 'meta.code.qual;src.redshift'),\n", + " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", + " ('TUCD15', 'meta.code.qual;src.redshift'),\n", + " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", + " ('TUCD16', 'meta.id.cross;spect'),\n", + " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", + " ('TUCD17', 'src.redshift;stat.error'),\n", + " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", + " ('TUCD18', 'meta.number;spect'),\n", + " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", + " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", + " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", + " ('TUCD20', 'src.class.starGalaxy'),\n", + " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", + " ('TUCD21', 'src.class.starGalaxy'),\n", + " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", + " ('TUCD22', 'phot.mag;em.IR.K'),\n", + " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", + " ('TUCD23', 'phot.flux.density;em.radio'),\n", + " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", + " ('TUCD24', 'meta.code'),\n", + " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", + " ('TUCD25', 'meta.code'),\n", + " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", + " ('TUCD26', 'meta.code'),\n", + " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", + " ('TUCD27', 'meta.code.class'),\n", + " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", + " ('TUCD28', 'meta.code.class'),\n", + " ('TCOMM29', 'Priorities for targeting, see notes'),\n", + " ('TUCD29', 'meta.code.class'),\n", + " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", + " ('TUCD30', 'meta.code.class'),\n", + " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", + " ('TUCD31', 'meta.code.cross'),\n", + " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", + " ('TUCD32', 'meta.code'),\n", + " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", + " ('TUCD33', 'meta.code'),\n", + " ('TCOMM34', 'Visual classification, see notes'),\n", + " ('TUCD34', 'mata.code.qual'),\n", + " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", + " ('TUCD35', 'meta.id'),\n", + " ('DATE-HDU', '2015-09-04T13:22:37'),\n", + " ('STILVERS', '3.0-8'),\n", + " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", + " ('DMU', 'EqInputCat'),\n", + " ('NAME', 'TilingCat'),\n", + " ('VERSION', 'v46'),\n", + " ('DATE', '2015-05-22'),\n", + " ('CONTACT', 'Ivan Baldry '),\n", + " ('GOLD_NGAL', 113687),\n", + " ('DDP1_ZMIN', 0.0390699990093708),\n", + " ('DDP1_ZMAX', 0.2629899978637695),\n", + " ('DDP1_VZ', 7594754.153764196),\n", + " ('DDP1ZLIMS_NGAL', 113687),\n", + " ('DDP1_NGAL', 45293),\n", + " ('DDP1_DENS', 0.005963721679858641),\n", + " ('DDP2_ZMIN', 0.03914999961853027),\n", + " ('DDP2_ZMAX', 0.1937000006437302),\n", + " ('DDP2_VZ', 3156659.558717707),\n", + " ('DDP2ZLIMS_NGAL', 73942),\n", + " ('DDP2_NGAL', 33396),\n", + " ('DDP2_DENS', 0.01057953807776663),\n", + " ('DDP3_ZMIN', 0.03903000056743622),\n", + " ('DDP3_ZMAX', 0.1015800014138222),\n", + " ('DDP3_VZ', 457819.2340050841),\n", + " ('DDP3ZLIMS_NGAL', 18121),\n", + " ('DDP3_NGAL', 8842),\n", + " ('DDP3_DENS', 0.01931329953669401),\n", + " ('TMR_DDP1', '[-21.8, -20.1]'),\n", + " ('TMR_DDP2', '[-20.6, -19.3]'),\n", + " ('TMR_DDP3', '[-19.6, -17.8]'),\n", + " ('D80LIMS', '[-1.0, -0.75]'),\n", + " ('D81LIMS', '[-0.75, -0.55]'),\n", + " ('D82LIMS', '[-0.55, -0.4]'),\n", + " ('D83LIMS', '[-0.4, 0.0]'),\n", + " ('D84LIMS', '[0.0, 0.7]'),\n", + " ('D85LIMS', '[0.7, 1.6]'),\n", + " ('D86LIMS', '[1.6, 2.9]'),\n", + " ('D87LIMS', '[2.9, 4.0]'),\n", + " ('D88LIMS', '[4.0, 10000.0]'),\n", + " ('DDP1_d0_VOLFRAC', '2.045785e-01'),\n", + " ('DDP1_d0_TIERMEDd8', '-9.156324e-01'),\n", + " ('DDP1_d1_VOLFRAC', '8.949052e-02'),\n", + " ('DDP1_d1_TIERMEDd8', '-6.655587e-01'),\n", + " ('DDP1_d2_VOLFRAC', '6.973712e-02'),\n", + " ('DDP1_d2_TIERMEDd8', '-4.911705e-01'),\n", + " ('DDP1_d3_VOLFRAC', '1.335788e-01'),\n", + " ('DDP1_d3_TIERMEDd8', '-2.181489e-01'),\n", + " ('DDP1_d4_VOLFRAC', '1.388188e-01'),\n", + " ('DDP1_d4_TIERMEDd8', '2.509618e-01'),\n", + " ('DDP1_d5_VOLFRAC', '7.708261e-02'),\n", + " ('DDP1_d5_TIERMEDd8', '1.032813e+00'),\n", + " ('DDP1_d6_VOLFRAC', '3.988848e-02'),\n", + " ('DDP1_d6_TIERMEDd8', '2.127404e+00'),\n", + " ('DDP1_d7_VOLFRAC', '1.326647e-02'),\n", + " ('DDP1_d7_TIERMEDd8', '3.300181e+00'),\n", + " ('DDP1_d8_VOLFRAC', '1.035841e-02'),\n", + " ('DDP1_d8_TIERMEDd8', '4.942069e+00'),\n", + " ('comments',\n", + " ['Science targets and information for tiling and spectroscopic',\n", + " 'observation.'])])" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", + "\n", + "rand = Table.read(fpath)\n", + "rand.meta" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "a169c202", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:05:15.631600Z", + "iopub.status.busy": "2022-03-01T13:05:15.631022Z", + "iopub.status.idle": "2022-03-01T13:05:24.351117Z", + "shell.execute_reply": "2022-03-01T13:05:24.350022Z" + }, + "papermill": { + "duration": 8.772409, + "end_time": "2022-03-01T13:05:24.351368", + "exception": false, + "start_time": "2022-03-01T13:05:15.578959", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=BOUNDARY not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + } + ], + "source": [ + "# also tried ftype='randoms'\n", + "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", + "bound = Table.read(fpath, 'BOUNDARY')" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "4a59ef0b", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:05:24.529969Z", + "iopub.status.busy": "2022-03-01T13:05:24.527997Z", + "iopub.status.idle": "2022-03-01T13:05:29.524749Z", + "shell.execute_reply": "2022-03-01T13:05:29.525632Z" + }, + "papermill": { + "duration": 5.10997, + "end_time": "2022-03-01T13:05:29.525909", + "exception": false, + "start_time": "2022-03-01T13:05:24.415939", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'DEC [deg.]')" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "pl.plot(rand['RANDOM_RA'][::10], rand['RANDOM_DEC'][::10], marker=',', lw=0.0, c='k')\n", + "pl.plot(bound['RANDOM_RA'], bound['RANDOM_DEC'], marker=',', lw=0.0, c='cyan')\n", + "pl.xlabel('RA [deg.]')\n", + "pl.ylabel('DEC [deg.]')" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "2e6f064c", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:05:29.706547Z", + "iopub.status.busy": "2022-03-01T13:05:29.705412Z", + "iopub.status.idle": "2022-03-01T13:05:32.845946Z", + "shell.execute_reply": "2022-03-01T13:05:32.845377Z" + }, + "papermill": { + "duration": 3.257718, + "end_time": "2022-03-01T13:05:32.846075", + "exception": false, + "start_time": "2022-03-01T13:05:29.588357", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'V')" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "_ = pl.hist(rand['V'], bins=100, histtype='step', color='k')\n", + "_ = pl.hist(bound['V'], bins=100, histtype='step', color='c')\n", + "\n", + "#_ = pl.hist(rand['V'][rand['IS_BOUNDARY'].astype(bool)], bins=100, histtype='step', color='c')\n", + "\n", + "pl.xlabel('V')" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "5bd0dc34", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:05:32.979064Z", + "iopub.status.busy": "2022-03-01T13:05:32.971459Z", + "iopub.status.idle": "2022-03-01T13:05:34.672252Z", + "shell.execute_reply": "2022-03-01T13:05:34.671396Z" + }, + "papermill": { + "duration": 1.788698, + "end_time": "2022-03-01T13:05:34.672491", + "exception": false, + "start_time": "2022-03-01T13:05:32.883793", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.0, 0.6)" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "_ = pl.hist(rand['Z'], bins=100, histtype='step', color='k')\n", + "\n", + "pl.axvline(300. / 2.9979e5, lw=0.5, c='k')\n", + "\n", + "pl.yscale('log')\n", + "pl.xlabel('$z$')\n", + "\n", + "pl.xlim(0.0, 0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "af02e2ae", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:05:34.807307Z", + "iopub.status.busy": "2022-03-01T13:05:34.806603Z", + "iopub.status.idle": "2022-03-01T13:05:37.512897Z", + "shell.execute_reply": "2022-03-01T13:05:37.511876Z" + }, + "papermill": { + "duration": 2.776573, + "end_time": "2022-03-01T13:05:37.513151", + "exception": false, + "start_time": "2022-03-01T13:05:34.736578", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "pos = np.c_[rand['ROTCARTESIAN_X'], rand['ROTCARTESIAN_Y'], rand['ROTCARTESIAN_Z']]\n", + "pos_bound = np.c_[bound['ROTCARTESIAN_X'], bound['ROTCARTESIAN_Y'], bound['ROTCARTESIAN_Z']]" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "a4fcf255", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:05:37.661899Z", + "iopub.status.busy": "2022-03-01T13:05:37.632529Z", + "iopub.status.idle": "2022-03-01T13:05:38.113886Z", + "shell.execute_reply": "2022-03-01T13:05:38.114720Z" + }, + "papermill": { + "duration": 0.536194, + "end_time": "2022-03-01T13:05:38.115011", + "exception": false, + "start_time": "2022-03-01T13:05:37.578817", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, '$y$')" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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++18kWVwJO0t7j9Xi7325tO37JIsrmGdpb07vGQ6ZvxltnqXxeS0TuZFhNTQbbT7McNjvov27YPhJ88nyyi6NvnCuOMf0fPhKGp1ThhP+pZTjIdiPlm4ftfgcHFbbdfR4zfLzaqjFx+psxd8/S949L1uc09ijfPg2qh7m9Y7IrXYyvOdn4UF+fmG9zP7JDON6sQjc0nmsFl847yf56WMXU7Q4p+TnQ1+Lr8xXPIvV6uIFp8Xn4JPRi9xRktdJm4/VMJfZ6GKug8W+Fue0wsOMItfJvN7Zy8iVUu4Ob2R8mOTrUsrj5SuG6vzNxkellIfD/d4snz+5aP9UhigcJnk5/GR9lOSbpbu09sL5Msmz0Qvng8zfbLzQ2pzeM6zkvsr8+fR4EfTWnoMf+Qn+qwxX7A1afKy+zftXDX6Tnw/BJm3OKcl7R0lmK3Y3O68xn13ZieEJ+9OKXae11q+W7rf4lIKjDKuH0Z9z7v5tG374uJ/LfeJJE3Pq1YpPp/lhHN4WH6ulTxFK8t7Vvcv7m5pT8u7xepXki1U/pLQ6rzGRA6Bbe3m4EoD9IHIAdEvkAOiWyAHQLZEDoFsiB0C3RA6AbokcAN0SOQC6JXIAdEvkAOjWL6YeALB+w2+gWHx6/he11kfDB+rOFrcnGxxskQ9ohs4Mny7/9eJT4UspL5Kk1vpg+PUo3yX5dBd/wSWsm8OV0J+vR7/25DA///LS0yR3BI59YSUHnSmlHCxHrJRSkzyote7kb26GTRI56NjwS2df1VrL1GOBKThcCX27n+FQJewjkYPODFdWLnyT5OXSvoNSyv0Pvwv6JHLQkSFgb0opR8OhymT+toGFY+fm2CfOyUFHhlXckySvhk2/T/J0+bYrK9knIgdAtxyuBKBbIgdAt0QOgG6JHADdEjkAuiVyAHRL5ADolsgB0C2RA6BbIgdAt/4fUeSqmfHMWHAAAAAASUVORK5CYII=\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(10,10))\n", + "ax = fig.add_subplot(projection='3d')\n", + "\n", + "ax.scatter(pos[::10, 0],\\\n", + " pos[::10, 1],\\\n", + " pos[::10, 2],\\\n", + " marker='.',\\\n", + " lw=0.0)\n", + "\n", + "ax.set_xlim(0.0, 1000.)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "a3af928e", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:05:47.825815Z", + "iopub.status.busy": "2022-03-01T13:05:47.789757Z", + "iopub.status.idle": "2022-03-01T13:05:54.524384Z", + "shell.execute_reply": "2022-03-01T13:05:54.525317Z" + }, + "papermill": { + "duration": 6.797291, + "end_time": "2022-03-01T13:05:54.525618", + "exception": false, + "start_time": "2022-03-01T13:05:47.728327", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.0, 1000.0)" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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"0.00999996445369877" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(rand['V'] < np.percentile(rand['V'], 1.))" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "59bea81f", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:05:56.063360Z", + "iopub.status.busy": "2022-03-01T13:05:56.062867Z", + "iopub.status.idle": "2022-03-01T13:05:56.067606Z", + "shell.execute_reply": "2022-03-01T13:05:56.067205Z" + }, + "papermill": { + "duration": 0.067263, + "end_time": "2022-03-01T13:05:56.067718", + "exception": false, + "start_time": "2022-03-01T13:05:56.000455", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "('RANDOM_RA',\n", + " 'RANDOM_DEC',\n", + " 'Z',\n", + " 'V',\n", + " 'RANDID',\n", + " 'FIELD',\n", + " 'GAMA_FIELD',\n", + " 'CARTESIAN_X',\n", + " 'CARTESIAN_Y',\n", + " 'CARTESIAN_Z',\n", + " 'ROTCARTESIAN_X',\n", + " 'ROTCARTESIAN_Y',\n", + " 'ROTCARTESIAN_Z',\n", + " 'RAND_N8',\n", + " 'FILLFACTOR',\n", + " 'BOUND_DIST',\n", + " 'BOUNDID',\n", + " 'FILLFACTOR_POISSON',\n", + " 'DDP1_N8',\n", + " 'DDP2_N8',\n", + " 'DDP3_N8',\n", + " 'IN_DDP1',\n", + " 'IN_DDP2',\n", + " 'IN_DDP3',\n", + " 'DDP1_DELTA8',\n", + " 'DDP2_DELTA8',\n", + " 'DDP3_DELTA8',\n", + " 'DDP1_DELTA8_TIER')" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rand.dtype.names" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "85da98af", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:05:56.158103Z", + "iopub.status.busy": "2022-03-01T13:05:56.157677Z", + "iopub.status.idle": "2022-03-01T13:05:56.509013Z", + "shell.execute_reply": "2022-03-01T13:05:56.509933Z" + }, + "papermill": { + "duration": 0.397661, + "end_time": "2022-03-01T13:05:56.510224", + "exception": false, + "start_time": "2022-03-01T13:05:56.112563", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(1095, 9015)" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rand['RAND_N8'].data.min(), rand['RAND_N8'].data.max()" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "6d2d1324", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:05:56.705809Z", + "iopub.status.busy": "2022-03-01T13:05:56.700899Z", + "iopub.status.idle": "2022-03-01T13:05:58.108293Z", + "shell.execute_reply": "2022-03-01T13:05:58.109217Z" + }, + "papermill": { + "duration": 1.520351, + "end_time": "2022-03-01T13:05:58.109516", + "exception": false, + "start_time": "2022-03-01T13:05:56.589165", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(50.0, 2500.0)" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "_ = pl.hist(rand['RAND_N8'], bins=np.arange(0, 3500, 1), histtype='step')\n", + "\n", + "pl.axvline(rand.meta['NRAND8'], c='k', lw=0.5)\n", + "\n", + "pl.xlabel(r'$N_8$')\n", + "pl.xlim(50., 2500.)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "3b9fa76c", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:05:58.277774Z", + "iopub.status.busy": "2022-03-01T13:05:58.277133Z", + "iopub.status.idle": "2022-03-01T13:05:58.279921Z", + "shell.execute_reply": "2022-03-01T13:05:58.280421Z" + }, + "papermill": { + "duration": 0.089523, + "end_time": "2022-03-01T13:05:58.280581", + "exception": false, + "start_time": "2022-03-01T13:05:58.191058", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "# 100. * np.sqrt(rand.meta['NRAND8']) / rand.meta['NRAND8']" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "f18ed860", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:05:58.480241Z", + "iopub.status.busy": "2022-03-01T13:05:58.479351Z", + "iopub.status.idle": "2022-03-01T13:06:33.068946Z", + "shell.execute_reply": "2022-03-01T13:06:33.069616Z" + }, + "papermill": { + "duration": 34.73263, + "end_time": "2022-03-01T13:06:33.069851", + "exception": false, + "start_time": "2022-03-01T13:05:58.337221", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#isin = rand['IS_BOUNDARY'].astype(bool)\n", + "\n", + "pl.scatter(pos_bound[:,0], pos_bound[:,1], lw=0.0, c=bound['V'], s=2)\n", + "pl.xlabel('$x$')\n", + "pl.ylabel('$y$')\n", + "pl.colorbar(label='V')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "3079cd07", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:06:33.255535Z", + "iopub.status.busy": "2022-03-01T13:06:33.247405Z", + "iopub.status.idle": "2022-03-01T13:07:07.379143Z", + "shell.execute_reply": "2022-03-01T13:07:07.379647Z" + }, + "papermill": { + "duration": 34.240445, + "end_time": "2022-03-01T13:07:07.379831", + "exception": false, + "start_time": "2022-03-01T13:06:33.139386", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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+ "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", + "\n", + "pl.scatter(pos[:,1], pos[:,2], lw=0.0, c=rand['BOUND_DIST'], s=2, vmin=0., vmax=70.)\n", + "pl.xlabel('$y$')\n", + "pl.ylabel('$z$')\n", + "pl.colorbar(label='BOUNDARY DISTANCE')" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "475c195e", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:07:42.567824Z", + "iopub.status.busy": "2022-03-01T13:07:42.560215Z", + "iopub.status.idle": "2022-03-01T13:08:16.320040Z", + "shell.execute_reply": "2022-03-01T13:08:16.320546Z" + }, + "papermill": { + "duration": 34.056093, + "end_time": "2022-03-01T13:08:16.320729", + "exception": false, + "start_time": "2022-03-01T13:07:42.264636", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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p7h9x90TSfZKWJR2V9O91Y2i+vexxK7Dg7iu5x+eVdbGrZZuVHxIApqK6c5Krku5V9v0/uJ0r9AYPSTrq7ocK381Sdd/XhyT9tpn9opl92MzuGuMYuxr7nKS7r0laU+jGmtkxSb+kLDxPm9njkt7l7i9UUehuwmcXbSj7a6dam69UfkgAmIYK10CeLfQMFyQ9kn+Bu/cl9W+qodrv61V3PxWOe4ekeTN7UFnU90P7H41x3C2VTdwJofmQmX3c3Y+H8eY1ST9S1Wfsoqvsh5zXlyQz64R/rC3hH3RBku68886SHzXxzAeAyRj9nORhM7uQe7yc7yUWAvKYsqHTfv4A4Xt2Q9n3c8fdz4WmUt/Xu3H39+TuP6dsVHPw+XdIOl4Yxj3v7v991ONL403ceYeybvFFZSdi/6jwEg8FnzOzVTN7xN0/UfZzSuoMeW7wj9BV4a+Z8I+9LEnHjx8v+bcVs1sBNFC55R2X3P34iK897e7FodJVSRuDwDOzJTNbCN+9nSHH2PH7elwhNL9iZh1lmTUvyc1sebfJPkXjTNz5e8oWYH5E2Ynbx8L2Pj9rZj+rbLh1UOSapnMFz77CDKmcwePiXyz7Y7dWejgAmJqK10ma2byyDtONH+Ne7Fmel7QY7vc14e9rM7sr5NJlSY8qm3B6TlK3TEBK44XkeXf/JXf/YWVDqV+QdELSb0v6hMK4dCjwLkmXx/iMsjZ0818nHWlrXLxCrduxAsCMmMDeradVWGtoZp0w07WTe7qvbEmINMHv6zB55zFlwb0o6SuS3uPu3ZBbe+6wUzROSK4ONoYNfy2cc/fjoYj73P0PwuvuVRagN/2VUbXQY+0Xnu4q6/JXi4wE0FTV77hzUsMX5C8WAu+IsjkqlX9fm9k7wqqKTWWn0Q4pm0R6yN0fcvevjHPcgdLnJN39KUmfCIsxd3vde3Zrn4BlMzuZm1Z8QtJS5Z+y+XLlhwSAqahwx51cT7F/w0e494dcmP5B3Tj7tZLv69BrPKas+7IsaWnU9Y+j2s8SkH2lc9XcfdHMzuR2erg4ZG1OBdLqDwkAE2YuWfUbnK9r+HnE5bDCoa9sDeVS/vu4wu/rwYjlw5PaAW6m9m7NTTGenOvPTPwjAGAiKuxJhuHUo7u07fp9XNH39aqkf6xsbf7g/25Nu2ybama3lwnUmQrJqUi4CgiAZpqlCyoH53P7s0qSzOweZRdV7ij7s2Bd2aYCg2D8tKRTo34AIVnW1W/FrgAAxjNjIenunxryXDE0f0hZaN4h6YeVTTYaGSFZ1tVvxK4AAMorv7xjJoTJpp+WtiYbPVTm/YRkaey4A6ChWhiSeWHmbamlJoRkaRf2fgkA1FHLQ1KS3J2e5GTRkwTQTG0cbt0vQrKkVLfKPPtNG7JgFgDqi5AsjZAs6aV0XbeRjQCapqUTd/ZrnL1bW23z4EfZcwdAM1W/d+vMIyRLOtT9K7pl7kmZ3bf3iwGgTgjJ0gjJMZiZkrnPKpl7Usnck5L+cuySAGBXpolcKmvmEZIVSOY+uR2Yr3tk7zcAQAz0JEsjJCuWvO4D24F58FdjlwMAGZcsHe2GbYTkBCWdn9sOzNs+F7scAG1HT7I0loBMSfL6Y9Lrn5QkpVf/h9T/QOSKALQN5xvLIyQjSA7+KWkuC0z3TfnTb4lcEYBWICRLIyQjMzsgC4EpSWnvzRGrATCzGEodCyFZM8kNgXlKucuiAcC+MNxaHiFZY8nc57fup72fE1cgAbAfzFwtj5BsiGTus1v3095fl/T70WoB0FD0JEsjJBsomfuXW/fTp5ck//V4xQBoBs5JjoV1kg2XvPH09lrMW38ldjkAaspK3LCNkJwhyfd9cDswbzkbuxwAdcNmAqUx3DqjksMPSHpAkpS+/Ix05SfiFgQgOma3lkdItkDy6u/f2rwgvf496dLbI1cEIApCsjRCsmWSW16zFZgSmxcAreHVLQExs5OSjkhakbQhaUHSiruv515zRtK6pK4kufty4Ri7ttcF5yRbbnAOM9vE4FDscgBMUnXnJLuSzkq6KOkpSeuFgDwbnlsJ4Xc0BOtI7XVCSGJLMveNXGDeH7scABWr+KLLhyQddfdD7r5SaFsoPHde0ukS7bXBcCuGSuY+vXWfzQuAGVHhOUl370vqF583s2NDXr4haX6U9rohJLGnGzcv+OeSs7wEaKIqZ7ea2YKycOtK6rj7udDUDc/n9cN7Onu1h/CtDUISpSRv/HlJPy9JSvtfk64+HLcgAKMptwbysJnlN4teLkysWZW0MQg0M1sys4Xwms6Q4w1CsTtCe3/kKqeAkMTYks79kgZLS74rXRo2igKgNkYPyUvufnzHw+Qm6QTnlU3kWVYWct1C++DxxgjttUJIohLJLa/bXou5+Yr07J+MXBGAPFM1S0DCkOkVSYdyQ6N9ZUtCpCzoOoW3daTsPKaZ7dq+/wqrRUiicsmBV20HZppKz/xY5IoASJJ5ZSclFwuBdkTSmiS5+5qZ9Quv7yobot2zvW5YAoKJSpKksBbz+2OXBLTTqGsk98jRHXp7D0p6JPd4ubDu8YSkpRLttUFPElOVzH19637aOyXpm/GKAVqmwtmty2HHnL6ko5KW8use3X3RzM7kdua5WKa9TghJRJPMfX7rftr7G5L+S7xigDaoKCRDb/LcHq/ZV3tdMNyKWkjm/kVuSLaWu1MBjVfxjjutQEiidpK5f7QdmAd+I3Y5wOzgepKlMdyKWkve8B5trcV88QnphQfiFgQ0VYVXAWkTQhKNkdx2t3RbCMyrz0n9+yJXBDSHiaHUcRCSaKTk4B1bazHdXf70j0auCGiA6tZJtgYhicYzMxkXkgb2RE+yPEISMye5ITDvl/SdeMUAWzpxP55JOWMhJDHTkrmvbd1Pe+/XYBIQMH3xd5ti4k55hCRaI5n7na37ae+fSfqn8YpBC709dgH0JMfAOkm0UjL3t7bXYr7mM7HLQStEnlzmkqU+0g3b6Emi9ZI7fkK6IywteeGi9OJPR64Is2kzdgFM3BkDIQnkJK8/Kr0+BObLz0lXWIuJitgPxK6A4dYxEJLADpJX59dipvKnuS4m9uE1b4r68WwmMB5CEhiBWcJaTOzPwT8e9/Pd2UxgDIQkMIYb12LeI+nFeMWgGdIDsSugJzkGQhLYp2Ru+8LRae99ktbjFYPaSg7eHrsE1kmOoREhmbt69YqkDUkLklbcfT33mjPKvp26kuTuyxFKRcslc7+3dT/tfUjS1+MVA+S5JJZ3lNaUdZJdSWclXZT0lKT1QkCeDc+thHA8GoIViCaZ+8z2Wkz7tdjlAFxPcgxNCUlJOiTpqLsfcveVQttC4bnzkk5PrzRgd8kbH9wOzM5/i10OWsp8tBu2NWK4VZLcvS+pX3zezI4NefmGpPkJlwSMJTnY3Vpakr78XenKsF9hYAKY3VpaY0LSzBaUhV9XUsfdz4Wmbng+rx/e0wnhOuxYC5J05513TqhiYG/Jq1+3HZib16Rn745cEWYZvcTymhKSq5I2BoFnZktmthDOP3aGvH4Qml0N6X2G9y1L0vHjx/m1QS0kB27lQtKYHM43jiVaSJpZZ7f2fA8wP0knOK9sIs+yshDsFtoHj4s9TKARbr6Q9N2SrsUrCI1nkmyTlCwrSkiGmae7boppZnL3xRCmVyQdygVnX9mSECkLwk7h7R3pxqAFmiyZe2Lrftp7p6TL8YpBYxnnJEuLEpJhJmpxhupuFguBd0TSWjjWmpn1C6/vKhuiBWZOMvdft+6nvb8qidmyGAHDrWOp/TlJd++bWfHpByU9knu8bGYnc8tATkhamkZ9QEzJ3L/eup/2/q2kfxCvGNRctXu3hg1cpGxU8LHcZMqZ2gCm9iEZLIcfaF/SUUlL+XWRYVj2TO4f5uKQtZTATEvmPijpg5KkdONr0isPxy0ItVPV7FYzW3L307nHj4dTZPlVB2fDrS/p4SEbwDw2+J42s7OFjk5tNCIkw1DruT1es2s70CZJ935JYWnJKy9KG/fELQj1UEFPMswT6ReeXpK0qBu/pw9J6g6ZeCllG8As5h6fD+8nJAFMV/Kq27aWlkhc5qu1vLINzruSzoTeZD4Aj+RfNCsbwBCSQMskBGZ7VbDBubuvm9m9hYA8ocJkySo3gImJkARajMBslxJLQA6b2YXc4+X8xBp3X9s6Zjb8Oi/p3tzrK90AJiZCEoCkYmAel/R8vGIwGaOH5CV3Pz7ia78g6d35nuUsbQDTpKuAAJiSZO7C9lVL9Kdjl4MquKR0xNuIwizVxWLP0sy8sKtaXw3dAIaeJIBdJXP/Zut+2vuquApdM5m80h13wpK784OANLNjubCcmQ1g6EkCGFky91PbPcwDj8YuB2W5j3bbg5nNKwu2C6HneETSqewjhvYGh24Ak3tc2w1g6EkCGEvyhndoay3mS33p+R+PWQ5GUd06yfPhYT7Y8mscZ2YDGEISwL4lr+1Irx1sXnBV2nhb3IJwM6/mKiChp3jTXqFDXjMTG8AQkgAqlbzqIJsX1BVXASmNkAQwUazFrItqNzhvC0ISwNQQmBG5CMkxEJIAorgxMD8k6evximmLavZubRVCEkB0ydxntu6nvV+T9K/iFTPDqlwn2RaskwRQK8nc38/t9vPrscuZLRWtk2wTepIAaiuZ+xlJPyNJSp//v9JL74pbUJO5S5uMt5ZFSAJohOT2H5RuD2sxr12VLrMWszR6iaURkgAaJ7mVtZhjISRLIyQBNB5LS0bgquSiy21DSAKYKfUMzNtiF6BsMwHOSZZFSAKYWTcG5nslPRWpktdF+twChltLIyQBtEIy9+Wt+2nvk5I+N8VPf88UP2sHLma3joF1kgBaJ5n7h7nrYv7W5D/wlppcRox1kqXRkwTQaskb3qWt62Je+Zb08snd3zCO195d/TFLIwDHQUgCQJAcepu2AvPqJan/Zyo5rr3mByo5zr64pJTh1rIISQAYIjl4eGstZrq5KT37lrGPZVaTM1v0JEsjJAFgD8mBA2NvXuB1CqY61dIQhCQAlDTKWsztPLLJFzQSZzOBMRCSALAPNwbmA5KeCI9c9QlIZfN2NjdjV9E4hCQAVCSZ++LW/bT3t7WZ/q6SupyPlBhuHQMhCQATkMz9Rr0Worszu3UMhCQAtAU9ydIISQBoCacnWRohCQCtwI474yAkAaANKr6epJmdkbQuqStJ7r5c2cFrpFbnlQEAk+HKloCMctuLmZ2VtO7uKyEcj5rZBDa9jY+QBIA28HDR5VFue1tw95Xc4/OSTk+m8LgYbgWAlvAKhlvN7NiQpzckze/74DVESAJAW4zWS9xLV1ko5vUlycw67t6v4kPqwmq1+W4EZvaspG/HrmOfDku6FLuIGcTPtXr8TMv5E+7+hioOZGa/p+znP4qDkq7mHi8PJuaEc49n3f1o7tgdSVckHXX39SrqrYvW9ySr+gWMycwuuPvx2HXMGn6u1eNnGo+7v6+iQ/UVZrTmDB4Xe5iNx8QdAEAZG5I6hec6kjRrQ60SIQkAKMHd1xTOQeZ0Ja1Ov5rJIyRnw0wu4q0Bfq7V42c6G5YL6yJPSFqKVcwktX7iDgCgvNyOO0ck9Wd1xx1CEgCAHbR+divazcyW3P104bld96Rsy56VAAjJ2gtfyJJ0n6TH3P3ckHa+0McQ9p88MuS5xwZbbpnZWTM7mX+8W3tbhXVyC9r+XbsQJngM2vk9RSMxcafGQi/nXLg9KOlULjT33GS4TZsQl2VmR3Zo2mtPytbsWTmqEJBfCb+ng5/NJ3Lt/J6isQjJmgpfPP3C00sq94XNF/rO5pX9PLbstSdl2/asLOGscjMbQ9A9nGvn9xSNRUjWV1fSmSE9niMSX+j7YWbzkh4d0rTrnpQjtLfVggpr5AaLyvk9RdNxTrKm3H3dzO4t7IN4QttfRvv6Qp/FnTFK6Lh738xuen7Iawc/w+4I7f0KamuU3B9xR0LgdZX9fAfnzvk9RaPRk6yxwsSHjrK/rgfDUJ0hbynzhd5Ke0yy6Wv3PSn3am+jrZGO3DnFwXlGid9TNBwh2RxfkPTuXM+yL77QSwm9nv4uL9lrT8pW7Vk5osHv0oXcc6uSBhPM+uL3FA3GcGsDhL/KF/M9S+3xhW1mfKHf7JikrpkthMcnlA0TLkhadfc1M+sX3rO1J+Ve7S21Lt30O9WXtkY/+D1FoxGSNRemwp8fBKSZHXP3Nb7QyysOs4ZzkkcKa/KWC0OyxT0p92pvlRB0fTM7khvl6AzaJPF7ikZjuLXGwizMrqQLZtYJw4Wnci/Za5Ph1mxCXFboPT6orCd5ZjA71d0Xw3Mnw5rUi/lw3au9pR7RjbNRT0lazD3m9xSNxd6tNZW70nfRSthYYPC6XTcZbssmxIgrv8mFJO2yMxS/p2gUQhIAgB0w3AoAwA4ISQAAdkBIAgCwA0ISAIAdEJIAAOyAkAQAYAeEJAAAOyAkAQDYASEJAMAOCEkAAHZASAIAsAMulQXsU7g6y+AqGPe6++mwYXd/8DhacQD2hQ3OgX0IV2t5aHDVCjM7L0nufiJc/ukLkg5xAWGgmRhuBfbnocJlnbqS1qStizwfJSCB5qInCeyDmXXyIWhmLumEu6/GqwpAVQhJoCJmdkzS4+5usWsBUA2GW4HqzCsMtQKYDYQksA9hZuvAKUkXcm0dM5u/+V0AmoKQBMYUAvCimR0JQ61StuxjYIFzk0CzcU4SGFPoRS5Kejw89aiks/nHzGwFmo2QBABgBwy3AgCwA0ISAIAdEJIAAOyAkAQAYAeEJAAAOyAkAQDYASEJAMAOCEkAAHZASAIAsIP/D88j/DNAHAioAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#isin = rand['IS_BOUNDARY'].astype(bool)\n", + "pl.scatter(pos_bound[:,0], pos_bound[:,1], lw=0.0, c=bound['RAND_N8'], vmin=0, vmax=1500, s=2)\n", + "pl.xlabel('$x$')\n", + "pl.ylabel('$y$')\n", + "pl.colorbar(label=r'$N_8$')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ebd53b17", + "metadata": { + "papermill": { + "duration": 0.054541, + "end_time": "2022-03-01T13:08:16.441713", + "exception": false, + "start_time": "2022-03-01T13:08:16.387172", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "91ab6e29", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:08:16.671542Z", + "iopub.status.busy": "2022-03-01T13:08:16.663400Z", + "iopub.status.idle": "2022-03-01T13:08:23.002711Z", + "shell.execute_reply": "2022-03-01T13:08:23.003495Z" + }, + "papermill": { + "duration": 6.466975, + "end_time": "2022-03-01T13:08:23.003766", + "exception": false, + "start_time": "2022-03-01T13:08:16.536791", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.2, 1.2)" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "def theory_ff(bound_dist, radius):\n", + " d = bound_dist\n", + " r = radius\n", + " sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", + " \n", + " return sphere_cap_vol\n", + "\n", + "d = np.arange(0., 16., 0.1)\n", + "r = np.ones_like(d) * 8 # Mpc/h\n", + "sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", + "\n", + "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", + "\n", + "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", + "pl.plot(8. - d, sphere_cap_vol)\n", + "pl.plot(8. - d, theory_ff(d, 8))\n", + "\n", + "\n", + "pl.xlabel('BOUNDARY DISTANCE [$h^{-1}$Mpc]')\n", + "pl.ylabel(r'Random $N_8 \\ / \\ \\langle N_8 \\rangle$')\n", + "\n", + "pl.axhline(1.00, c='k', lw=0.5)\n", + "pl.axvline(8.00, c='k', lw=0.5)\n", + "\n", + "pl.ylim(0.2, 1.2)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "e07a3382", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:08:23.260950Z", + "iopub.status.busy": "2022-03-01T13:08:23.259685Z", + "iopub.status.idle": "2022-03-01T13:08:27.484237Z", + "shell.execute_reply": "2022-03-01T13:08:27.485202Z" + }, + "papermill": { + "duration": 4.387734, + "end_time": "2022-03-01T13:08:27.485536", + "exception": false, + "start_time": "2022-03-01T13:08:23.097802", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/cosma/home/durham/dc-moor2/DESI/poisson.py:21: RuntimeWarning: invalid value encountered in sqrt\n", + " a = np.sqrt(2 * h * radius - h * h)\n" + ] + }, + { + "data": { + "text/plain": [ + "(0.2, 1.2)" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "d = np.arange(0., 16., 0.1)\n", + "r = np.ones_like(d) * 8 # Mpc/h\n", + "sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", + "\n", + "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", + "\n", + "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", + "pl.plot(radius - d, sphere_cap_vol)\n", + "pl.plot(radius - d, fillfactor_expectation(d, nbar, radius))\n", + "\n", + "\n", + "pl.xlabel('BOUNDARY DISTANCE [$h^{-1}$Mpc]')\n", + "pl.ylabel(r'Random $N_8 \\ / \\ \\langle N_8 \\rangle$')\n", + "\n", + "pl.axhline(1.00, c='k', lw=0.5)\n", + "pl.axvline(8.00, c='k', lw=0.5)\n", + "\n", + "pl.ylim(0.2, 1.2)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "59b6bf40", + "metadata": { + "papermill": { + "duration": 0.069489, + "end_time": "2022-03-01T13:08:27.661291", + "exception": false, + "start_time": "2022-03-01T13:08:27.591802", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "1dff800c", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:08:27.782862Z", + "iopub.status.busy": "2022-03-01T13:08:27.782119Z", + "iopub.status.idle": "2022-03-01T13:08:28.803476Z", + "shell.execute_reply": "2022-03-01T13:08:28.802450Z" + }, + "papermill": { + "duration": 1.086289, + "end_time": "2022-03-01T13:08:28.803863", + "exception": false, + "start_time": "2022-03-01T13:08:27.717574", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "# rand_density. TODO: source from somewhere else.\n", + "n_bar = 2.\n", + "radius = 8.\n", + "\n", + "# number of gals expected == Nrand = var\n", + "var = n_bar * (4./3.) * np.pi * radius**3\n", + "\n", + "# actual gals\n", + "exp = np.mean(rand['FILLFACTOR'] * var)\n", + "\n", + "sig_ff = np.sqrt(var / exp**2)\n", + "s2n = np.sqrt(var)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "f05e086e", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:08:28.992742Z", + "iopub.status.busy": "2022-03-01T13:08:28.991601Z", + "iopub.status.idle": "2022-03-01T13:08:32.704692Z", + "shell.execute_reply": "2022-03-01T13:08:32.705643Z" + }, + "papermill": { + "duration": 3.793679, + "end_time": "2022-03-01T13:08:32.706040", + "exception": false, + "start_time": "2022-03-01T13:08:28.912361", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(-0.5, 0.5)" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "rand['FF_THEORY'] = theory_ff(8 - rand['BOUND_DIST'], 8)\n", + "\n", + "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'] - rand['FF_THEORY'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", + "pl.axhline(0, ls='--', lw=0.5, color='r')\n", + "#pl.axhline(3* -sig_ff, ls='--', color='cyan')\n", + "#pl.axhline(3*sig_ff, ls='--', color='cyan')\n", + "pl.xlabel(r'BOUNDDIST')\n", + "pl.ylabel(r'$ff_{THEORY} - ff$')\n", + "pl.xlim(0, 8)\n", + "pl.ylim(-0.5, 0.5)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "b85e057a", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:08:32.943491Z", + "iopub.status.busy": "2022-03-01T13:08:32.939768Z", + "iopub.status.idle": "2022-03-01T13:08:35.019551Z", + "shell.execute_reply": "2022-03-01T13:08:35.020478Z" + }, + "papermill": { + "duration": 2.207006, + "end_time": "2022-03-01T13:08:35.020830", + "exception": false, + "start_time": "2022-03-01T13:08:32.813824", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'BOUND_DIST [$h^{-1}$Mpc]')" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "_ = pl.hist(rand['BOUND_DIST'], bins=50, histtype='step')\n", + "pl.xlabel('BOUND_DIST [$h^{-1}$Mpc]')" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "2717e59f", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:08:35.207361Z", + "iopub.status.busy": "2022-03-01T13:08:35.206897Z", + "iopub.status.idle": "2022-03-01T13:08:35.447555Z", + "shell.execute_reply": "2022-03-01T13:08:35.448470Z" + }, + "papermill": { + "duration": 0.321143, + "end_time": "2022-03-01T13:08:35.448759", + "exception": false, + "start_time": "2022-03-01T13:08:35.127616", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "OrderedDict([('EXTNAME', 'TilingCat'),\n", + " ('TCOMM1', 'GAMA ID'),\n", + " ('TUCD1', 'meta.id;meta.main'),\n", + " ('TCOMM2', 'SDSS objid'),\n", + " ('TUCD2', 'meta.id'),\n", + " ('TCOMM3', 'J2000 coordinate'),\n", + " ('TUCD3', 'pos.eq.ra'),\n", + " ('TCOMM4', 'J2000 coordinate'),\n", + " ('TUCD4', 'pos.eq.dec'),\n", + " ('TCOMM5', '3-arcsec fiber magnitude'),\n", + " ('TUCD5', 'phot.mag;em.opt.R'),\n", + " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", + " ('TUCD6', 'phot.mag;em.opt.R'),\n", + " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD7', 'phot.mag;em.opt.U'),\n", + " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD8', 'phot.mag;em.opt.B'),\n", + " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD9', 'phot.mag;em.opt.R'),\n", + " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD10', 'phot.mag;em.opt.I'),\n", + " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD11', 'phot.mag;em.opt.I'),\n", + " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", + " ('TUCD12', 'meta.code;meta.dataset'),\n", + " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", + " ('TUCD13', 'src.redshift'),\n", + " ('TCOMM14', 'Quality of redshift'),\n", + " ('TUCD14', 'meta.code.qual;src.redshift'),\n", + " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", + " ('TUCD15', 'meta.code.qual;src.redshift'),\n", + " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", + " ('TUCD16', 'meta.id.cross;spect'),\n", + " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", + " ('TUCD17', 'src.redshift;stat.error'),\n", + " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", + " ('TUCD18', 'meta.number;spect'),\n", + " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", + " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", + " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", + " ('TUCD20', 'src.class.starGalaxy'),\n", + " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", + " ('TUCD21', 'src.class.starGalaxy'),\n", + " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", + " ('TUCD22', 'phot.mag;em.IR.K'),\n", + " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", + " ('TUCD23', 'phot.flux.density;em.radio'),\n", + " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", + " ('TUCD24', 'meta.code'),\n", + " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", + " ('TUCD25', 'meta.code'),\n", + " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", + " ('TUCD26', 'meta.code'),\n", + " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", + " ('TUCD27', 'meta.code.class'),\n", + " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", + " ('TUCD28', 'meta.code.class'),\n", + " ('TCOMM29', 'Priorities for targeting, see notes'),\n", + " ('TUCD29', 'meta.code.class'),\n", + " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", + " ('TUCD30', 'meta.code.class'),\n", + " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", + " ('TUCD31', 'meta.code.cross'),\n", + " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", + " ('TUCD32', 'meta.code'),\n", + " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", + " ('TUCD33', 'meta.code'),\n", + " ('TCOMM34', 'Visual classification, see notes'),\n", + " ('TUCD34', 'mata.code.qual'),\n", + " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", + " ('TUCD35', 'meta.id'),\n", + " ('DATE-HDU', '2015-09-04T13:22:37'),\n", + " ('STILVERS', '3.0-8'),\n", + " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", + " ('DMU', 'EqInputCat'),\n", + " ('NAME', 'TilingCat'),\n", + " ('VERSION', 'v46'),\n", + " ('DATE', '2015-05-22'),\n", + " ('CONTACT', 'Ivan Baldry '),\n", + " ('AREA', 180.0),\n", + " ('GOLD_NGAL', 113687),\n", + " ('DDP1_ZMIN', 0.0390699990093708),\n", + " ('DDP1_ZMAX', 0.2629899978637695),\n", + " ('DDP1_VZ', 7594754.153764196),\n", + " ('DDP1ZLIMS_NGAL', 113687),\n", + " ('DDP1_NGAL', 45293),\n", + " ('DDP1_DENS', 0.005963721679858641),\n", + " ('DDP2_ZMIN', 0.03914999961853027),\n", + " ('DDP2_ZMAX', 0.1937000006437302),\n", + " ('DDP2_VZ', 3156659.558717707),\n", + " ('DDP2ZLIMS_NGAL', 73942),\n", + " ('DDP2_NGAL', 33396),\n", + " ('DDP2_DENS', 0.01057953807776663),\n", + " ('DDP3_ZMIN', 0.03903000056743622),\n", + " ('DDP3_ZMAX', 0.1015800014138222),\n", + " ('DDP3_VZ', 457819.2340050841),\n", + " ('DDP3ZLIMS_NGAL', 18121),\n", + " ('DDP3_NGAL', 8842),\n", + " ('DDP3_DENS', 0.01931329953669401),\n", + " ('TMR_DDP1', '[-21.8, -20.1]'),\n", + " ('TMR_DDP2', '[-20.6, -19.3]'),\n", + " ('TMR_DDP3', '[-19.6, -17.8]'),\n", + " ('RPATH_0',\n", + " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G9_0.fits'),\n", + " ('RPATH_1',\n", + " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G12_0.fits'),\n", + " ('RPATH_2',\n", + " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G15_0.fits'),\n", + " ('VOL8', 2144.660584850632),\n", + " ('comments',\n", + " ['Science targets and information for tiling and spectroscopic',\n", + " 'observation.'])])" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fpath = findfile(ftype='ddp_n8', dryrun=dryrun, survey=survey, version=version)\n", + "gold = Table.read(fpath)\n", + "#gold = Table.read(os.environ['HOME'] + '/data/{}/gama_gold_ddp_n8.fits'.format(version))\n", + "gold.meta" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "a72735e6", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:08:35.639663Z", + "iopub.status.busy": "2022-03-01T13:08:35.638622Z", + "iopub.status.idle": "2022-03-01T13:08:44.126121Z", + "shell.execute_reply": "2022-03-01T13:08:44.127051Z" + }, + "papermill": { + "duration": 8.570333, + "end_time": "2022-03-01T13:08:44.127349", + "exception": false, + "start_time": "2022-03-01T13:08:35.557016", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "ddp_zmin = gold.meta['DDP1_ZMIN']\n", + "ddp_zmax = gold.meta['DDP1_ZMAX']\n", + "\n", + "isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", + "\n", + "fills = rand['FILLFACTOR'].data[isin]\n", + "pos_slice = pos[isin]\n", + "\n", + "fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", + "pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", + " \n", + "plt.scatter(pos_slice[:,0],\\\n", + " pos_slice[:,1],\\\n", + " c=fills,\\\n", + " marker='.',\\\n", + " lw=0.0,\\\n", + " s=1,\\\n", + " vmin=0.,\\\n", + " vmax=1.,\\\n", + " cmap='hot')\n", + "\n", + "pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", + "pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", + "\n", + "pl.colorbar(label='FILLFACTOR')\n", + " \n", + "plt.title('{}'.format(field))\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "75c59970", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:08:44.366928Z", + "iopub.status.busy": "2022-03-01T13:08:44.357363Z", + "iopub.status.idle": "2022-03-01T13:08:59.441072Z", + "shell.execute_reply": "2022-03-01T13:08:59.441920Z" + }, + "papermill": { + "duration": 15.204014, + "end_time": "2022-03-01T13:08:59.442188", + "exception": false, + "start_time": "2022-03-01T13:08:44.238174", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "for idx in np.arange(1, 4, 1):\n", + " ddp_zmin = gold.meta['DDP{}_ZMIN'.format(idx)]\n", + " ddp_zmax = gold.meta['DDP{}_ZMAX'.format(idx)]\n", + "\n", + " isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", + "\n", + " fills = rand['DDP{}_DELTA8'.format(idx)].data[isin]\n", + " pos_slice = pos[isin]\n", + "\n", + " fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", + " pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", + " \n", + " plt.scatter(pos_slice[:,0],\\\n", + " pos_slice[:,1],\\\n", + " c=fills,\\\n", + " marker='.',\\\n", + " lw=0.0,\\\n", + " s=1,\\\n", + " vmin=0.,\\\n", + " vmax=1.,\\\n", + " cmap='hot')\n", + " \n", + " pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", + " pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", + "\n", + " pl.xlim(100., 800.)\n", + " pl.ylim(-100., 100.)\n", + " \n", + " pl.colorbar(label='DDP{} $\\delta_8$'.format(idx))\n", + " \n", + " plt.title('{}: DDP{}'.format(field, idx))\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "7218e9c5", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:08:59.644618Z", + "iopub.status.busy": "2022-03-01T13:08:59.643592Z", + "iopub.status.idle": "2022-03-01T13:08:59.647289Z", + "shell.execute_reply": "2022-03-01T13:08:59.648082Z" + }, + "papermill": { + "duration": 0.093433, + "end_time": "2022-03-01T13:08:59.648339", + "exception": false, + "start_time": "2022-03-01T13:08:59.554906", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "cmap = plt.cm.tab20c\n", + "\n", + "cmaplist = [cmap(i) for i in range(cmap.N)]\n", + "\n", + "cmap = mpl.colors.LinearSegmentedColormap.from_list('Custom cmap', cmaplist, cmap.N)\n", + "\n", + "bounds = np.linspace(0, 9, 10)\n", + "norm = mpl.colors.BoundaryNorm(bounds, cmap.N)" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "9f87845d", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:08:59.843507Z", + "iopub.status.busy": "2022-03-01T13:08:59.843027Z", + "iopub.status.idle": "2022-03-01T13:09:08.265317Z", + "shell.execute_reply": "2022-03-01T13:09:08.266159Z" + }, + "papermill": { + "duration": 8.509137, + "end_time": "2022-03-01T13:09:08.266434", + "exception": false, + "start_time": "2022-03-01T13:08:59.757297", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "for idx in np.arange(1, 2, 1):\n", + " ddp_zmin = gold.meta['DDP{}_ZMIN'.format(idx)]\n", + " ddp_zmax = gold.meta['DDP{}_ZMAX'.format(idx)]\n", + "\n", + " isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", + " isin = rand['DDP{}_DELTA8_TIER'.format(idx)] > -999\n", + " \n", + " fills = rand['DDP{}_DELTA8_TIER'.format(idx)].data[isin]\n", + " pos_slice = pos[isin]\n", + "\n", + " fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", + " pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", + " \n", + " plt.scatter(pos_slice[:,0],\\\n", + " pos_slice[:,1],\\\n", + " c=fills,\\\n", + " marker='.',\\\n", + " lw=0.0,\\\n", + " s=1,\\\n", + " cmap=cmap,\\\n", + " norm=norm)\n", + " \n", + " pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", + " pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", + "\n", + " pl.xlim(100., 800.)\n", + " pl.ylim(-100., 100.)\n", + " \n", + " pl.colorbar(label='DDP{} $\\delta_8$'.format(idx))\n", + " \n", + " plt.title('{}: DDP{}'.format(field, idx))" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "7478d4fb", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:08.464668Z", + "iopub.status.busy": "2022-03-01T13:09:08.464237Z", + "iopub.status.idle": "2022-03-01T13:09:10.616168Z", + "shell.execute_reply": "2022-03-01T13:09:10.616941Z" + }, + "papermill": { + "duration": 2.236043, + "end_time": "2022-03-01T13:09:10.617189", + "exception": false, + "start_time": "2022-03-01T13:09:08.381146", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'DDP2 $\\\\delta_8$')" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Larger minimum redshift & Smaller maximum redshift. \n", + "isin = (rand['Z'] > gold.meta['DDP1_ZMIN']) & (rand['Z'] < gold.meta['DDP2_ZMAX'])\n", + "\n", + "pl.plot(rand['DDP1_DELTA8'][isin], rand['DDP2_DELTA8'][isin], marker=',', lw=0.0, c='k')\n", + "\n", + "pl.xlim(-1.2, 10.)\n", + "pl.ylim(-1.2, 10.)\n", + "\n", + "pl.xlabel('DDP1 $\\delta_8$')\n", + "pl.ylabel('DDP2 $\\delta_8$')" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "38c9bdec", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:10.813678Z", + "iopub.status.busy": "2022-03-01T13:09:10.813224Z", + "iopub.status.idle": "2022-03-01T13:09:22.934596Z", + "shell.execute_reply": "2022-03-01T13:09:22.933630Z" + }, + "papermill": { + "duration": 12.206306, + "end_time": "2022-03-01T13:09:22.934866", + "exception": false, + "start_time": "2022-03-01T13:09:10.728560", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "rand_ddp1fill = np.clip(np.sort(rand[rand['IN_DDP1']]['FILLFACTOR'].data)[::-1], 0, 1) \n", + "rand_ddp2fill = np.clip(np.sort(rand[rand['IN_DDP2']]['FILLFACTOR'].data)[::-1], 0, 1)\n", + "rand_ddp3fill = np.clip(np.sort(rand[rand['IN_DDP3']]['FILLFACTOR'].data)[::-1], 0, 1)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "d05b32bf", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:23.217209Z", + "iopub.status.busy": "2022-03-01T13:09:23.216622Z", + "iopub.status.idle": "2022-03-01T13:09:25.219117Z", + "shell.execute_reply": "2022-03-01T13:09:25.219954Z" + }, + "papermill": { + "duration": 2.13936, + "end_time": "2022-03-01T13:09:25.220221", + "exception": false, + "start_time": "2022-03-01T13:09:23.080861", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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+UTlnU5OZv+2FF8yyZw8waRIwebLJjuR9tsQQlwkgvu6PBbpnZm2bqaozPdY5AdT6u8fmlhTB7Pe/B55++sifkyJHFs/XgbbF476pqWZ0bHo60KlTy8fOnU0OdufOZuna1bx2L927A926HVm6dzdLly78sztB7Dm4B69seQVlH5Zh2ZZlyDkmB4VDC3HFyVdELbCpmpm2n38eWLTIVP+fONEEt9xc80+N4lNcJoBY+4aczWhtc3mn4XeYbMZ//xv45hvzXPXI4vk60Lb22jfc9zY2mlkgPZeDB81y4IAZTev9uG/fkWXvXvNntvtxzx5zjG7dgB49zNKzJ9Cr15HH3r0Bh+PIY58+R5aMDLP06gWkRK5OIQW399BevLL5FSzYuAAralfgzIFnonBoISadPAl9ukav1tWnn5rA9vzzJu1//HigoMBUIuF4tvjS3vfMMlX10xD3DTjOzOp5uTxetwhc1j222f7um7klRTCj0B0+bILb99+b5bvvjiwNDcDu3eZx1y7zuHMnUF9vnu/YYZ7v22eCWt++Jve7Xz/zOGAA8IMfAEcfbZYBA8zSvXtsP3OS2XNwD5ZsWoKyD8tQWVeJ844/D9NOm4aJQyaiZ+eeUTvvF1+YoFZeDmzYYDIiCwrMmDYGttiLywQQj/3dFUCcMGn3pR7bigAUuHtqVnCbCXNfDUDwiiEAgxnZcOiQmbBrxw4zt8mOHaZn/PXXZvnqK+DLL48879QJOOYYsxx7LDBw4JHH4483I3szMnj504bdB3bjpU9ewnMfPIe1n63F2KyxuPK0K3HpiZdGJd3f7auvgMWLgYULTWAbPx648kpzKbJTp6idlgJoy2XGLTD3zWZbr8cAWBHoLQijAkh7YTCjqFI1vbovvzTL55+bGzH//rdZPvvMXMtqajJBbdAgICsLOPFEky8+eLBZzyyEoHbs3YHFHy/GM+8/gw1fbcCEIRNw9elXY/Sg0VEZoO321VdAWRnw7LPApk0mceSqq0zyCCcgbT9tCWZTYMZyrbdej4C5rOc3wSOcCiDthcGM4kJDA7BtmxnZu2XLkWXzZtPry8oCTj3VlI/PzgbOOMNc3iSfPt/9ORZuXIin338an3/3OQqHFuJHP/wRRh49MqIV/r1t2wYsWAA884zpvE+bBlx9NTB8ODve0RbRy4wi0ltVdwXYHnbSSLQxmFHc27cP+OQTk4Hw/vumrMW6daYXd/nlwNSpwOmnx7qVcWvTjk34+3t/xzPvP4O0lDRcffrVuGbYNch0ZEb1vB9+aJKMn3nGJNv+6EdmOf74qJ62w4pIMBORTJgq9Rsi17T2wWBGCenwYeCtt4AXXzRdgX79gKIi89uyR49Yty4uqSre/vxtPPXuU1iwcQFOH3A6rh12LaacMiWqiSOqwBtvAE89ZS5HDhsGXHutuRzZM3qn7XDacplxs/W0HKaM1NZ463WFgsGMEl5Tk5nJ8uGHgddeMwHt5pvNpUny6cDhA1iyaQmefPdJrNm2BpNOmYRrh12L8084HykSvWEX+/ebqiNPPgmsXWuqjlx3HXD++bwM2VZtCWZNAJyhptrHKwYzSiqffQY89BAwf775DfmLX5hy8fxN6ddX33+Fp997Gn9792/4/uD3uHbYtfjJ8J9E/TLk118Df/878Pjj5kryT35iluOOi+ppk1ZbgtmKcCuAxCMGM0pK338PPPEE8MAD5hLk7bebbgDT6/xSVaz/aj0eX/84nv3gWYw4egSuH3E9Jp08KeKzZ7c8r7kN+thjJtX/jDOAn/7UVB5hmn/o2hLMHlbVGzxe9waQC1PodwqAUpjU/VWRbXJkMZhRUmtsNAUH77/fpNfdequ5rsWB3AHtP7wfiz9ajEfXP4p3v34XV552JWa4ZuD0AdFNtNm715TRevRR4KOPzP+qGTN4xTgU/oJZKBeNGzxfqOouVV1kpd6vV9Ub4z2QESW91FRgyhTgzTeBv/0NWLXKjFubNcuMdyOfuqR1wZWnX4nKH1finenvwNHFgUuevgSjHh2Fx9c/jj0H90TlvN26AddcA6xebe6pHToEnHUWcPHFJtfn8OGonDaphRLMAnXdKn2tFJHb7DWHiNpEBDj3XFOP6e23TS3LYcNMssj69bFuXVwb1GcQfnPRb/DprZ9i9rmzseijRTjugeNw49IbseGrDVE770knAX/4g/mb46qrgPvuMz20OXNM4RkKTSjBzBFgm79AlxN+U4goorKygAcfBOrqzPi0CRNMHaaKiiMFn6mVtJQ0TBgyAUuvWor3bnwPR/c8Gpc/ezlGPToKT737FPYf3h+V83bpAvz4x6Zz/fzzZhz9SSeZS5AbNkTllEkl1GzGnX429/GzzcFyVkRx5uBBU4tp3jyTcVBcbCrosoRWUI1NjVi6aSn+b93/YcNXG3Dd8OtwY86NUc+E3L7dJKz+3/+Zv01+/nMzfr4j5/e0tTbj3HDOBeB2VT0xvCZGF4MZkaWpCXj5ZTM/3r/+ZX5DXncdB2GHaPOOzXio6iE8+e6TOGvgWbj5zJuR68yN6ri1Q4dMFf8HHjATOtxyS8f9XxaxbMYQT3afqt4RZhujisGMyId//tP8hly9Gpg50/yW/MEPYt2qhLD30F488/4z+PM7f8b+w/vxszN+hh8P+zF6de4VtXO6q4z88Y9m3PzMmWbc/IABUTtl3LGdzRhuILPeE1eBjIj8OOcc8yf/22+bOd1OPtn01P7971i3LO51S++G6a7p2DBzA+ZfPh+vbXsNmQ9m4pZXbsGW+i1ROaeI+V+2aJH5X1Zfb/6X/cd/mNrVHRmn0SUic0Pmr38F3nvPzK79wx8C119v5jqhgEQE559wPsoKyvDeje+ha3pXjHp0FK547gqs3bYW0ZgzEjD/yx56CPj4YzMpena2SSD5+OOonC7uMZgR0REDB5o88c2bTdn3c84xs1F++GGsW5YQBvYaiPty78O2W7dhbNZY/PSlnyJnfg6eef8ZHGo8FJVzDhhg0vhra0324/nnmylpNm6MyuniFoMZEbXWty9w110mrX/YMODCC03m47vvxrplCaFbejfclHMTPvnPT/DrC36N0upSZP0pC3944w/YfWB3VM7pcAC/+pUJaiNGABddZOZY6yidawYzIvKvZ0/gjjtMUBs1CrjkEjNerbo61i1LCCmSgglDJmD1T1ZjceFirPtiHQb97yDcUXkHvvzuy6ics2dPU/ilthY45RTTub7+elObOpkxmBFRcD16mMr8tbVAXp4JaJdfbrIQKCQjjxmJ5/KfQ9WMKuw5uAdD/zoU01+ajs07Ngd/sw09e5qe2qZN5lLkiBEmt2f79qicLuYYzIgodF27Aj/7mQlqF19sLj1econJF6eQDOozCH++9M/Y/LPNOLbnsTj7sbMxrXwa3vv6vaicr08f4N57zT20AwdM9uOcOWY6mmTCYEZE4evSxeSDb95sppy56ipTKmvNmli3LGH07dYXd190N+puroPraBfG/X0crnjuCtR8WROV8x11lElYffNNYN06cwly4cLkqWzGYEZE9nXubEbubt5ssg1+8hOTLLJ6dYwbljh6du6J4nOKUXdzHS7MvBDjnxmPCc9OQPUX0bkveeKJpvbjE08Av/udSRR5LzqdwnZlO5iJyHARmR7CfnPsnoOIEkR6uqmv9Mkn5nH6dGDMGF5+DEPX9K649axbUXdLHXKduZjw3ARMfG5i1Cr2X3CByeOZOtV0qm+9FdgdnUTLdtGWntkjAGaFsF9uG85BRIkkPR249loz4+SVV5pl3Djgrbdi3bKE0SWtC24+82Zs+dkWXJR5ES55+hJMLZuKj7dHfjR0Whpw001mGOF33wGnngqUlSXmpUdbwUxERgCoA1AawtxlYuccRJTA0tNN72zzZmDyZPPn/8UXs6cWBndPbcvPtsB1tAvnPX4efvriT/HZrsjn2PfrZ2a9fu45M7zwiiuAL76I+Gmiym7P7D4Axap6P4BgtRsTMMYTUUR06mTuqW3ZAkyaZBJFxo0zWQgUku6duuOOc+/A5p9txlE9jsKIkhH4xfJfYPveyOfYn3uumcP1hz8Ehg83k5YnSi8t7GBm9cpEVT+1VpWEcu+MiDowd1DbtAmYMsXUW7rssuTIPGgnji4O3DvmXmy8aSP2H96PIX8Zgt+t+R32Htob0fN07gzccw+wfLmZUGHSJOCbbyJ6iqiw0zO7A0Cxx+tSADMj0xwiSmqdOgFFRSaojR1rBmBPm2YuR1JIjupxFP562V/x9vS38e7X72LIX4bgiQ1PoEmbInqeESOAd94BhgwxzysrI3r4iAsrmInIIAB9VHWDe52q7gKwUkQmR7htRJSsOnc2c6fV1gKnnWZKZc2cyalnwjA4YzAWFizEwvyFeLj6YeTMz8GabZEd59e5MzB3LvDkkyav59e/BhobI3qKiAm3Z1YM37NOzwEwu+3NIaIOpUcPU3Ppk0+A3r1NUePbbwd27Ih1yxLGqONG4Y2fvoHbRt2GaxZfg6llU7GtYVtEzzFmjEnjX7PGXB3euTOih4+IkIOZiPQGkKOqK723Wb2zahEZHcnGEVEH0bcvMG+euYf23XdmLpO77krsgU/tSERw5elX4qP/+AhD+w+Fq9SFe167B/sP74/YOY46ylxqHDIEOPPM+KvGH07P7A6YHpg/cxHauLNWRKRYRPJFpEhEikLY3+H1Hped8xJRnDn2WODhh029pU8/NeUq/vQnU1SQguqW3g13XXgXqouqUf1lNU5/6HQs37I8YsdPSwP+93+BX/4SOO884PXXI3boNgspmFm9sjxVXeRvH1XdCmCXiAwPpwEiMhdAnaqWq2opgCwRyQ+wvwPASlWdp6rl1mpe4iRKJk6nqbe0fDmwbJnpDvz970BTZJMcklWmIxMvTHsBD457EDe+fCMKywvxxXeRGzg2cybw1FMm0/GVVyJ22DYJtWdWBKAkhP183TsLNmi6yCMoAUAFAmdHzvVsixUAZ4TQNiJKNMOHA//4h8lA+MtfgJEj4z+tLo5cdtJl+OCmDzC4z2AMe3gY/rrurxHLehw7FliyxCSGLF0akUO2iWgII+JEZJDV8wp730DvtS4PrlTVPl7rqlXVZxAUEQWQpap1obTHLTs7W6uqqsJ5CxHFE1WgvNxMFnriicB995lgRyHZ+M1GzFgyAyKCRyc8ipP7nRyR477zDjB+vKkeMrodsiZEpFpVs73Xh9QzCzWQ+do3yHszANR7rWsAmi8ntiAiTuup0+N+WbH3fh77F4lIlYhUffvtt6E0n4jilYiZP+2jj8zEoBdfDFxzTfJPoRwhQ38wFK//9HVcedqVOPexczH39bk43HS4zcc94wwzlUxhIfDuuxFoqE2xngLG4WOdO7hl+NjmDmbwuMfmvu/WiqqWqmq2qmb379+/rW0lonjQqZOZS23TJiAz04zo/dWvgO+/j3XL4l6KpOA/z/hPVBVVYXntcpz/+PkRmen6wguBP//Z/I3x5Zdtb6cdfoOZiAyK1EBoEenlp+RVA1oHLfdr7x6b5zrP64WVaFmRhIg6gl69TN2lDRuAbdtMOn9pafyO6o0jmY5MVP64EoVDCzHq0VEoqSpBKLecApk2zdw/KygADh2KUEPD4DeYWZcHt4rIQyKSafcEIjIDwGxVfcTH5nq07p05rPM3+Ni/zse2Bus83schoo7guONMat1LLwFPP23uoy1bljgVcmMkRVJwy1m3YO11a1FSXYIrFlyBb/e07XbM3XcD3bub25rtLeBlRlVdr6o3ArhBRJaLyHQR6RXsoNbEnQ+LyHIAtarqM3VeVWtgBSMPGTC9LV/7NwBo8Lh3BgQOfkTUUWRnmxmuf/Mb4OabTXX+WN7ESRCn9D8Fb01/C0P6DsGIkhF4deurto+VkmJGUCxaZP62aE+hJoDcoarjAOwEME9EtojIZhFZJyILRGSFtW6HiKwDUAigRFXHqeqqIIcv9RpXlgeP1HsRcXptn4OWE34WwuZgbSJKMiJm8NPGjcCECSZ//KabgO2Rny4lmXRK7YR5efPw2MTHcPXzV+Pu1Xejscne5dr+/U1AmzED+PzzCDc0gJBS8/2+2QymdsL0ruqtslZ2jlMMcwnRCaDBndhhbSsCUKCqeV77N1PVecHOwdR8og6ovh74n/8Bnn3WJIncdJOZOJT8+vK7LzFt0TR0SeuCZyY/g77d+to6zj33AK++ClRUAKmpkWufv9T8NgWzRMJgRtSBffghcOutpqvwwAOmx0Z+HW46jNmVs1H+UTkWFy7G8KOGh32MxkZToDgvD/iv/4pc29o0zoyIKKGdeqopjfW735m0/ksvNZX6yae0lDTcP/Z+zBkzB3lP5aH8w/Lgb/KSmmouN/7pT8DatVFopBcGMyLqGESAK64w99NGjwbOOQe47TZW5g9g2mnTsOzqZbh12a247/X7wk7fHzgQeOQRk7Yf7fFnDGZE1LF06mSC2MaNZt60U04xtZg6yC2XcI08ZiTevP5NPPP+M7hh6Q1hVw25/HJTJSTaBYkZzIioYxowAHj8cVOL6b77zA2ejz6Kdavi0nG9j8Pa69airqEOBWUFOHA4vCl5MjKi/7cCgxkRdWznnANUVQETJwLnn29mut6zJ9atiju9u/TGy1e9jLSUNEx8biL2HdoX6ya1wGBGRJSWBtxyC/DBB8AXXwBDhwIvvMBLj146pXbCs1OeRd9ufTHhuQlxFdAYzIiI3AYMMCWxHn3U1GSaMAGoC2u2qaSXlpKGJ654An279kVBWQEONYZWiDEhLzOKSDvMakNEFCVjxgDvvQeMGgXk5ABz5sSmem6cSktJw1OTnkKTNmHGkhlBsxwl2BTNEdCmYGbVYPReRoPlpYgo0XXqBNx5J1BdDbz2GuByAW++GetWxY301HSUFZThw28/xP+s/p9YNwdpdt4kIlMAlAGoBeAr5g5qS6OIiOJGZqbJK1+wAJg82cxC+dvfAj16xLplMde9U3csuXIJcubn4PQBpyP/1Pzgb4oSuz2zHFVNUdUTVXWw9wJgfiQbSUQUUyJm5O/77wM7d5oEkSVLYt2quDCgxwCUTy3HDUtvwCfb/VdVidd7ZuuCbOdlRiJKPv36AU88ATz2GPCLX5ie2hdfxLpVMXfGsWfgnovuwdTyqT4zHOP+nlkAvMxIRMlrzBjTSzv1VGDYMKCkBGhqinWrYuqG7BtwYsaJuHPlnTE5v61gpqqLRGS0lfDRYrJO67XPyTiJiJJGly7m3tnKlaaSyEUXAZs2xbpVMSMiKBlfggUbF+Cfn/2z3c9vK5iJSCPMbNA1MDM/N7oXmLnNYncXkIioPf3wh8A//2kmBT37bODee4HD4dUvTBZ9u/XFny/5M65/6XrsP7y/xbZ4vWe2HkAfKwkkRVVTPZYUAIsi2EYioviWmmrmS6uuBlatMkHt/fdj3aqYmHLqFJza/1T8bs3vmtfF8z2zGUFmlWYCCBF1PCecAKxYAUyfbqaZ+e1vO2Qv7S+X/gUPVz+Mjd9sbLdz2r1nth4w98dEZLKI3GY99rK2b41kI4mIEkZKClBUBKxfD6xebXppH34Y61a1q2N6HoPfXPgbzFgyA03aPokxtrMZRWQGgE8B3AlgrPW4U0Rui0zTiIgS2MCBQEUFcP31phr/H/4ANDbGulXtZmb2TIgIHlr3EIA4vWdmVQBxqGqGqmar6ljrMdVslsmRbSYRUQISAWbOBN5+G3jxReDCC4HNm2PdqnaRIil45PJHcNfqu/B92rbon8/m+zJU9X5fG6z1WfabRESUZLKygFdfNYOszz4b+OtfO8T0Mqf0PwW/HPVLrHFcH/XLjXaD2Y4g23faPC4RUXJKTQV+/nNzH+1vfwPy8oDPP491q6Lu9nNux36px7sHXozqeWz3zIJs72PzuEREyW3oUOCNN4ALLjCV+Bcl90imtJQ09Ds0Anub6qN6HrvBbKuIzBGRnp4rrezGhwBUt71pRERJKi0N+O//NvfRZs0CfvIT4LvvYt2qqIr2RVW7qfkrYQLWNhHZLCLrRGQzgK0AqlV1VSQbSUSUlM46y6Twp6WZSiJvvRXrFkVHOwyatjWfGQCoajmAchEZA8AJoA5AVZDB1ERE5KlnT+CRR4DFi4HLLzc9tV/+sn3KZrSjYLNRt1Wbq+ar6kpVnW897gIAEclsc8uIiDqSSZOAqiqgvNwEtR3B8uwSh7RD1yxaU8DMjdJxiYiS1wknAGvXAiefbJJD3ngj1i1KGEGDmYhsEZE5Hq/HeFbJ97E0gVXziYjsSU8Hfv974C9/Mb21P/whKcakaZRTQELpmc0CsNDjdT2ARV6V8ttUNV9EikUkX0SKRKQozPeWhLM/EVFCuPxy4J13gAULgClTgIaGWLeoDeLgMqOqLnIXFrZerwcwI8jbQq6aLyJzAdSparmqlgLIEpGQenbWe52hnouIKKG4LzsecwyQnQ188EGsWxS37Kbmt8pY9JxxOsyq+UVWZqRbBYCZwd4kIgxiRJT8Onc2lxx//Wszm/Vzz8W6RfbEaaHh6T5WZ4nIFBGZLiKjQzyOy8fqegC5Ibw9FybwERElvx//2MyV9l//ZcpiHToU6xaFTBAf98x8Gey9QlXXW5ckHwHgCPE4GTDBy1MDAIiI32OISC5a3scjIkp+I0YA69YBH39sajtu3x7rFoUoDu6Z+eE3xFpjzPJCPI7Dxzp3cAtU/9Ghqg0hnoOIKHlkZABLlwJnngnk5JgKIhRaMBORESJyu4hUiUgjgOIAafkVAELNMGxA66Dlfu2zKqWI5HvdYwvU7iKrzVXffvttiE0iIopzqanA3LnAnDnA2LEm4zHORbsCSEjlrKwMxvUA7rcyCJtUdXYEzl+P1r0zh3XOBu+draSPVuv9sbIjSwEgOzs78QdqEBF5mjYNGDLEzJO2YQPw29+aQBdnpB1Kc9m5zHgvTB3GNlPVGrQOThkAKv28xQXA6TEebabHa2Y3ElHHM2KEGY/21lvApZcC9dGdaiVehR3MVHWXqs4XkUEiMtlzm7UuM8xDlnqNK8uDx2VKEXG6t7vHorkXmEuaDdbriARYIqKE078/UFEBnHqquZe2aVOsW9Tu7KbmD4fpJT1iPQfQPL6sj+e6YFR1FkzvKl9EigHUet0Ty4WPcWdWz6zAem9xoOxHIqKkl5YGPPAAcPvtwHnnAWvWxLpFLUQ7Nd/uFDDZVgp+q7JVqrre6rFtCPVgqjovwLbm+16hrCci6tCKikzlkClTgAcfBK6+OtYtQnuk5tuez4yIiOLUuHHAqlXA+PHAtm3A7NkxnR+tPc4csUHTXnJsHpeIiCLh9NPNFDJlZcD118e8Yki8VgBZICLLRWSY50oRGS0i68AyU0REsXfssaZQ8RdfmF7a7t0xakh8pua7x53dD2CR56BpAGUA7lDVVZFsJBER2dSjB7BkCZCZCVx4IfDVVzFpRrSnZLM907SqVqrqYJhLjmOtR6eqroxU44iIKALS04GHHwYmTgRGjQK2bGnX07fHPbM2J4BY6fhbRaQ3gGzrEar6fFuPTUREESIC3HUXcPTRpoe2bBlw2mnt2ID4vGfWTER6WQOl+wCoBbAVQGFbj0tERFFQVATMmwfk5gLV1e100jhNzbd6X2UwA5p34khLHQCqEcZM00RE1M6uugro2hW45BLghReAs8+O+inj9Z7ZHQBmqWoKzEzRGdaSYm3rmMXBiIgSxaRJwJNPmvtoq1dH9VRmiFt8XmassjIaAXN5sRkTQIiIEsTFF5vpY6ZONbNYR02cpuajZYit9i44DIAV7ImIEsHo0cDixabs1fLlsW6NbXaDmVgV8hfATOFyp4hc75EMwgQQIqJEcc45wIsvAtdcY8akRUG0J5S0O2h6EUzV/J0AdgCYCmA2TGCrRegzTRMRUTw4+2zg5ZdN6auXXorCCeKzar47oLmr5u8GMFhEeqvqroi0jIiI2ldOjglo48eb1xMmROSwEq/3zKwajN73ycBARkSU4HJygKVLgenTE+oemt17ZjeASR5ERMkpJwd4/nngRz8C3nwzIodsivJAM7vBrEJVf+9vo69eGxERJZBzzwWeeMKMQ/vggzYdKm4vM8JMATNZRIb72Z5n87hERBQvLr0UeOAB8/j557FuTUB2E0C2woyCc4iId99RYNJWbmxLw4iIKA5cfbWZrXr8eGDNGqBnz1i3yKeQemYi0str1VYAI1U1RVVTvZYUHMlyJCKiRDd7NjB8uBmH1tRk8yAxvmcmIgsBzPdafbc19Ys/c9rUKiIiih8iZj60b74x08iEf4C4KDS8QFW9K3oEK7E8yGZ7iIgoHnXubMpePfqoSd0Pg7TD7JyhBLMcEbkozOOynBURUbIZMMAUJr7uOmDz5jDfHPvU/DkAbhSRehFpFJFGAMXu5z6WJgD5UW01ERHFxnnnAb/6FZCfD+zbF+Kb4iA1X1V3qepUa76yVFVNBXC/j8QPJoAQEXUEN98MnHIK8ItfhPyWuCw0DKAiyHbONE1ElKxEgJIS4JVXTC3HOGC3an7ACTiDZDoSEVGi693bVAiZMQPYvj2EN8T+nhkREVFrF1wATJsG3HprwN3iuZwVERERcM89wNq1wOrVAXeLh3FmREREvnXvDsybB/z850BjY4AdeZmRiIji2dSpQI8ewGOP+dzMy4xERBT/RIA//tGUutqzJyZNsFs1P6JEpBhAHYAMAFDV0hD2B4AcAOtUdV50Wxg95eXlcDgcqKmpQXFxcUjbKysrAQAVFRWYO3cuAGDevHlwOp2or69HUVFR+30AP4J9rtJS87+4tra2+TPU1NSgrq4OAJCfb8bd+/qsRBSHcnLMgOo//hH47/9utTlex5lBRDJF5DYRme6xboyPCvvBjjMXQJ2qlltBLEtE/FYQEZESVZ1nLQUACj2CW0KpqakBAOTm5jb/4g+2vaamBhUVFcjNzW1+7f6Fn5+fj9ra2uaAECvBPldlZSVyc3NRVFSEurq65vaXlJQgPz8fdXV1fj8rEcWxe+8FHnywdaq+ABqP98xEZASASgD9ADjc663xZzkikhnG4YpUtdzjdQWAmX7O6wDQ4LW6xN/+8W7BggVwOBwAAKfT2fxLPdB2l8vV3EOpq6uDy+VCRUUFnE4nACArK6vVcTzV1dVh3rx5KC8v97tPqPwdK9jn8gxgTqcTdXV1KC8vR1ZWFgCguLgYLpfL52clojiWlQUUFABzWk6c0h73zOxeZpyqqoMB0xvz3KCqK0VkMoBPgx1ERHz9dqoHkOvnLRkwdSFLVNWz++EMqdVxpqGhARkZGc2vd+zYEfL2efPmoaSkBADQt29f1NfXN7/H+zgAmgOG0+n0ednPrbS0tDk45uTkNF/uC+dYwT6X52XQmpoaFBYWYsGCBc2vKysrWxzX87MSUZz79a+B004zY8+OO67dTmv3MmOVx3NffccMH+t8yYAJXp4agOZeWAtWABvpFcjyYHqJrYhIkYhUiUjVt99+G2KTEkNxcTFKSkrQ0NDQfHkRMIGjb9++LfadOXMm6urqUFxc7DM4eSoqKsL8+fNRV1fnc99wjhVMTU0N8vLymntcffv2bX7u2dvz/KxEFOeOOQYoKgLuvrvFao3yQDO7wcyzVb76j4NDPI7Dxzp3cPMZEFW1+caJFfBy4ecyo6qWqmq2qmb3798/aGNEIr8E/PAOR4selXcQ8rXd896R0+lEaWkpnE4nCgsLW6z3NHPmzBb31oIpKCjA/Pne87GGfqxgn8vNsweWlZXV3G6n04l169b5/KxElABmzQJeeAHYtMlaEb+p+eKR+KEeK4eLyHIAK0I8TgNaBy33a+8emy9lAMZ49dRsU438EkhhYWFzskZdXR1yc83VVXcPxNf2ysrKFoHC6XSipqYGVVVVcLlczT01Ty6XC8XFxc0BIdD9soKCguZLer56QqEcK9jnAszlTM/szNzc3BbvycnJ8flZiSgB9OkD/PKXwOzZ7XZKu4WGF8EEtHoAZSKyWUR2AFgJoFRVV4V4qHq07p05rHM0BHqjlQU5y7Onlmjcl9QqKyvhcDiaX48ZM8bvdncGoDuI5Ofnw+VyISMjA+Xl5Zg5038ujNPpRFFREXJzc30GocrKSjidTsydOxezZs1qTuII91jBPldlZSVmzZqFrKws9OnTp/l4Doejxefy9VmJKEHccgvwzjum1FU7kLZcxxSR3gCyYRIw6gBUqequMI+xU1X7eLzOhQlSeQHekw+gQVUrrdeuYEEtOztbq6qqAu1CRESR9OyzwLx5OPPiC9G/57FYeudtbT6kiFSrarb3+jYNmrYC10pr8TzZdFV9JMTDlIpIvkd6fh5Mur37WE4ALvd2K9hlAKi07pllACgEkLA9tGjzda/J6XQ2X/6L1bGIKMlNmwY88giueqcGK0YfG9VT2e6ZichwmF6ZL7NU9cQwjuWuAOKE6XGVemwrAlCgqnlW8Nrp4xDl1gBqv9gzIyKKgbo6NJw2FLfdcAse+eN9bT5cRHtmInI7TAahv95QqKn5AIBA5aiswFZqPW9Ae6TFEBFRZDideCNrEE7fWhvV09i+zOgeNO2LiLQ9/BIRUVI4nJqKeJ0CJmAqvKreYfO4RESUZNQUZ4yqqEwBIyKjo3HcZFReXo7KykrMm+f7Squv7ZWVlc3p7W7uGonxMrA42OcC0KpwcKDPEOg4RBTfVACJx56Zqi4SkdEiMt16HO6xjAYwK+hBqMNWzQdMQJ4xY0aL14Dvz1BZWYl169ZFudVEFC0arxVARGQKTD3EO2CSM8o9llL4LxRMHjpq1XzABDrPYsThfAYiSiwCQKJcm9FuAkieqvoNhCLysM3jdigdtWq+L/4+Q01NDXJzc1k1nyiBqSBu75lVBNnOy4xRlgxV8z35+wzuAEdEiUshUb9n1qYKIAEMArAhSseOGrk78td19S7//wPtVs0HTP1Dd7Hf4uLioFXz3ZftQqnUUVBQgLKyMp/bQjlWqFXzPfmq/O/ulRFRggs2hUgE2Apm7gQQmELBdaq6271NRHoBmA1TYiqhBAo80VBYWAh3VRLv6vIOh8Pndvd9M/d+OTk5zVXzi4qKUFJS4rNqvsvlQl1dHUpLS5GRkeG3V+VdNd+72HAoxwr2uXzx9RnKy8tbVNKvqanhbNNEiSoe5zMTkUaYBJAaAA0i0uheYKZ1YXnzEHTUqvmASd2vqqpqfq+vz5Cfn4/8/HzU19dzYk6iBKaIfukmW7UZRaQKZh4xnxXyRWShqk5ta+MiibUZiYhiozzbha+PGoj/WPpSm48V6ar5M4JM9cIEkDjCqvlEFFMiUe+Z2b1ntj7ILmMAhDoFDEVZUVFRXB6LiDqG9shGsFs1f3iAzRkwPTMGMyIiMuJt0LSIjABQDTOvmPfcYk4AtTBJIEREROYyY7wFM5iK+aWqeoOvjSIyBiZln4iIyGQzRvlaY9jBTFV3iYjfBA9VXSkikwEEu69GMCnq7mK8vkpD+druHrRcUVHRXKdx3rx5cDqdqK+vj4v7WsE+F4BW48Z8vcedcFJbW9v8WYkosWg7DJq2WzU/UCYjhYhV82cEfE9lZSVyc3Obx9ax+DBRIovDQdP+iEgvKzkkJ5LHTVasmp8R8D2eAczpdMY8SBORPWZyzji7Z2YlgAQafVwDYEaA7WRh1fzA7/E8dk1NDQoLE65CGhEBgES/AoidnlkdgEWqmupnyVHVDRFuZ/sQifwSJclWNT+Qmpoa5OXlsS4jUYJSiX7PLOxgZt0vS84KH6qRXwKwWzXfs7J8aWmpz4rznmbOnNni3lowBQUFmD9/vs9toRzLTtX8QO+prKwM2JskovgWtzNNq+rWQNuDDKomS2FhYYuq8J7V5f1tr6ysbPFL3z1VSlVVFVwuV3NPzZPL5UJxcXFz8At0v8y7ar63UI4V7HOF8124p7gBwAQQogQW7XFmEU0A8TA7SsdNKqya37Jqvvd7KisrMWvWLGRlZaFPnz5+20JEcS76HbPAVfNDSPbw+TYAqqqpbWlYpLFqPhFRbDx99ijs7d4TMypWtPlYdqvm1wFYqapjwzzZwnD2p+hi1Xwiiq0YzzRtVfvwf93Kv+RMEElQrJpPRMku6DizQMkeItILQC5MgeE6AJWqujtYgggREXUcKnGcACIiMwB8CuBOAGOtx50icltkmkZERElBBBKP5axEZAoAh6pmqGq2qo61HlPNZpkc2WYSEVGi0ub/RI+tyTkBZKjq/b42qOr9InJ7OAcTkWKYy5QZ1jFaZxm0YX8iIoqduK2aDyBYsT3vSTv9EpG5AOpUtdwKSlki4rdOUrj7ExFR7MXrPbOMINvDGeFapKqeo24rAATKoAx3fyIiiilBvE4Bs1VE5ohIT8+V1hQwDwGoDuUgIuKrcmw9TIZkm/cnIqLYM9mM0T1H0GAmIqO916nqSpiAtU1ENovIOhHZDGArgGpVXRXi+TNggpGnBuu8jgjsT0REMabt0DMLJQFkLnxMtmld6isXkTE4Ms6sKsxZqB0+1rmDVQasQGV3fxEpAuAe5XtARD4Io20dST8A22PdiDjE78U/fje+8Xvxr99PRSLx3Zzga2UowWykx6XDhaq623Oj1UtbabNRDWh9/8392rsHFvb+VoJIKQCISJWvel7E78Yffi/+8bvxjd+Lf9H+bkIJZjNVdb6I9AZQaD3WhHEpMZB6tO5tOQBAVRsisD8REXUAoZSzmm897gIwHwBEZJA1lkwBlKvqp3ZOrqo1ItLgtToDgM+Jq8Ldn4iIOgbbk3Oq6v2q+nuYcV63i8h0m20o9RonlgegxP1CRJxe2wPuH+g8NtvXEfC78Y3fi3/8bnzj9+JfVL+bgPOZhXUgc/lxBkyyyBxV3RDGe90VPZwAGjwrelhJHAWqmhfK/kRE1PFEJJhZ6fszARTAJGnca/XaiIiIos5ubUaISCZMACuCScJYBCDPym4kinttqfEpIiWqysozRBbr9k+OqgadzzIa9XWDBjMRyXQneFjzl02FCWIumEHSd8Ck7IczviziWKzYP5vfDWAuGa9T1XnRbWH7s2p8rnOXRhORuSKS71UqLdB7ndFuYyzZ+DfjgPnD1v2eKlWtiXIz252N78VzNltHkv4s5cLEgzyY7ybY/rZ/9gJS1YALgAUARluPjTDp8Q8DGBHsve21wAzszvf3uq37J/Ji47sp8XpdDaA41p8jCt/LTq/XuQAqQnif0/oOg+6bqIuNfzMOmMo/7tdFAMpi/Tni4Hsp9nrtSsafJa/voySE/XZ6vQ7pZy/ocUM4cZMVxFYAmBLrLywSX060vsx4XML5rNYvpble64oA1Mb6c0T4O3H5+F5c5m+7oO8tSuZ/LxrmvxlrewlMAfAW/5Zi/Tni4Hup9rEu6YK8x2cLGsza8rMXbAklNb8GZv6ysaq6KIT92xWLFftn47NmACgWEe9LaMl2Sc1WjU/rcsrCqLUqDtj8+SiC11hPTbIiBja/l3oRKfM4RhHMFa6OLGr1dUMJZiUa4/thQbBYsX9hfVZVrQMw0np0y0PyDUp3+FjnWePT7/uS7Ze0D2H9m/H4w8cpIvkiUuRxzzWZ2Pm9MROAS0R2Wt9Jvbb1vlDic/hYF8rPXlBBg5laFUDimMPHukBfTrj7JzKHj3UBP6t63LS3fkhzkXzzxTUgvJqgiMgN6sTg8LEu0L+Z5l67Hpkw132TP5k4fKwL9rNUB3MJtg5+CrZ3QA0I82cvVHbnM4snDYhiseIE14C2fdYyAGO8emrJIKwan1bvo9X6JNWA8P7NuNdVeayrBJBsvbMGhP8HUAlMHduRMGNwizwvO3ZQUauva3ucWRxhsWL/bH9W6y/rWZqE6dUafo1PF4AMjzTrPJjLakUAKpMs2If7b6bOx7YGwPTsk+hnKtw/gFzWtkrrsVxEagDURrOR8c7Gz17IEj6YhfvlRPPLjDd2P6s1+LHCHchExJWEQa3U69Jhq5qgAFzWpbMWlxdFBACcmoRjE238PDWISIOIOD2CusO9LVrtbG82fpYy4BW4VLVORDrCpeoWPH+WrFUBf/bsSobLjED7FStORGF9N1bGXgaAKhFxWP8QC9utte1ETZUCd9JCMczwA89fND7vFbprhVrvLU7CpCEg/J+nOWiZ1VcIIGgViAQU8vdi9cha3COz/q0kUy8egPlj1/oZygcw1fq58Mz+bPGzFMLPnr12WHn+CY/Fiv0L9buxfth2+jhEuaoWtEtjKS7Y/HlqpklY6QII73ux/hCcCY8eWjL/nom1pAlmRETUcSXLZUYiIurAGMyIiCjhMZgREVHCYzAjIqKEx2BG1M6sIQ+uYOuIKHQMZkRhEJESEakVEbWez7WWEhGpsNbXeuyf7/XaCVMmrDrQuhDa4XBPasgSSURMzScKmzWeaK6q9vGxzQlTPSXLeu0CUKheU8mLiKqqBFsXoA1lMDNaVFrPZ0Si4kaSVnuhDiDhy1kRxRPvkkVWYIhGcMh1D2SP8ID2XESnvURRxcuMRJFX4WOC00hzROm4SVe6jDoGBjOiCPCq0VgHK9hYdevifhZz9z04mBkCiBIOLzMSRUYugHKgeVJGd4CbDVOANaR7YcFYgdFd+889AWaJdXnTswhuDoA53vfR3PfwcKReYJV1KXSqxz7u49Z61R7MhalJWA9r5mV3gVjruPOt7YOs4+VZbUu6GSko/jABhChMvhJARKTM372rUJM9wkwAabGvFchqPAKpy2qjZzHgXJg56vICvM9nG6z9cjwTWayiu83Fdq1Lq9UwySjl7qK8HWSGbooxBjOiMFnBrASAuzJ8Lsx8TT4DUTsFsxIAGZ4B1cc+tTBV3Ws81u2EFXwCtcHab5CPnl6L9SKiAEYyI5LaGy8zEtnT4NVLifV8eLNgZsN2AciGuRTYINZsz1avyekjyIwJFnisHl19gJmmmy+xAs0ZnETtigkgRJER64HLGVYbnKpa6nFpL8N69JldGWLgcQJo8LOt3t+xidoTgxlRBMRBkkMFTLJFq/tTdmc4tjIx3e91+Nktw86xiSKNwYwowVkBxwlgodcmh/Xoedmx1TCBAGPinNalxSqYS5gOH/u4AMQ6kBMxmBElOo97We5Liu77XDUwAc1h7VMAYK7ne30UN67zCG4ZHsef5eO9xTDZkQ0gijEGM6IwWGOwZgFwiEiZ9Qvd375OdxFga1+nj3UuX+vCOKZ7bFkeAHfhYRdMT2wWzDg3AM2XQmd5FCjOt9Z7XiYssPbJh8flQyv9vkxEikWkyCPtfp7VFpdHu0q8xrwRRR1T84mIKOGxZ0ZERAmPwYyIiBIegxkRESU8BjMiIkp4DGZERJTwGMyIiCjhMZgREVHCYzAjIqKEx2BGREQJj8GMiIgS3v8D5KzT2As18vsAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(rand_ddp1fill, np.cumsum(rand_ddp1fill) / len(rand_ddp1fill), lw=1, color='blue', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP1_ZMIN'], rand.meta['DDP1_ZMAX']))\n", + "plt.plot(rand_ddp2fill, np.cumsum(rand_ddp2fill) / len(rand_ddp2fill), lw=1, color='green', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP2_ZMIN'], rand.meta['DDP2_ZMAX']))\n", + "plt.plot(rand_ddp3fill, np.cumsum(rand_ddp3fill) / len(rand_ddp3fill), lw=1, color='red', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP3_ZMIN'], rand.meta['DDP3_ZMAX']))\n", + "\n", + "plt.xlabel('Fill factor')\n", + "plt.ylabel(r'Volume fraction ($\\geq$ Fill factor)')\n", + "\n", + "pl.xlim(0.0, 1.05)\n", + "pl.ylim(0.0, 1.05)\n", + "\n", + "plt.legend(frameon=False, loc=3)" + ] + }, + { + "cell_type": "markdown", + "id": "83a4e974", + "metadata": { + "papermill": { + "duration": 0.101089, + "end_time": "2022-03-01T13:09:25.440019", + "exception": false, + "start_time": "2022-03-01T13:09:25.338930", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "# Done." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6964d660", + "metadata": { + "papermill": { + "duration": 0.064159, + "end_time": "2022-03-01T13:09:25.577270", + "exception": false, + "start_time": "2022-03-01T13:09:25.513111", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Lumfn", + "language": "python", + "name": "lumfn" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.9" + }, + "papermill": { + "default_parameters": {}, + "duration": 273.017523, + "end_time": "2022-03-01T13:09:27.823554", + "environment_variables": {}, + "exception": null, + "input_path": "docs/nb/randoms_n8_qa.ipynb", + "output_path": "test/pm_randoms_n8_G15_qa.ipynb", + "parameters": { + "field": "G15", + "survey": "gama" + }, + "start_time": "2022-03-01T13:04:54.806031", + "version": "2.3.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} \ No newline at end of file diff --git a/tests/pm_randoms_n8_G9_qa.ipynb b/tests/pm_randoms_n8_G9_qa.ipynb new file mode 100644 index 00000000..2d42c29e --- /dev/null +++ b/tests/pm_randoms_n8_G9_qa.ipynb @@ -0,0 +1,2463 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "4d4bdb0d", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:55:49.692662Z", + "iopub.status.busy": "2022-03-01T12:55:49.691894Z", + "iopub.status.idle": "2022-03-01T12:55:51.127579Z", + "shell.execute_reply": "2022-03-01T12:55:51.126569Z" + }, + "papermill": { + "duration": 1.507252, + "end_time": "2022-03-01T12:55:51.127834", + "exception": false, + "start_time": "2022-03-01T12:55:49.620582", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import os\n", + "import sys\n", + "import fitsio\n", + "import pylab as pl\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import astropy.io.fits as fits\n", + "import matplotlib as mpl\n", + "\n", + "from astropy.table import Table" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "a502e89a", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:55:51.221602Z", + "iopub.status.busy": "2022-03-01T12:55:51.221038Z", + "iopub.status.idle": "2022-03-01T12:55:51.224910Z", + "shell.execute_reply": "2022-03-01T12:55:51.225380Z" + }, + "papermill": { + "duration": 0.049843, + "end_time": "2022-03-01T12:55:51.225526", + "exception": false, + "start_time": "2022-03-01T12:55:51.175683", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "/cosma/home/durham/dc-moor2/DESI\n", + "/cosma/home/durham\n" + ] + } + ], + "source": [ + "cwd = os.getcwd()\n", + "code_root = '/'.join(x for x in cwd.split('/')[:-2])\n", + "\n", + "sys.path.append(code_root)\n", + "\n", + "print(cwd)\n", + "print(code_root)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "dbd911e2", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:55:51.291419Z", + "iopub.status.busy": "2022-03-01T12:55:51.290302Z", + "iopub.status.idle": "2022-03-01T12:55:51.730581Z", + "shell.execute_reply": "2022-03-01T12:55:51.729599Z" + }, + "papermill": { + "duration": 0.474339, + "end_time": "2022-03-01T12:55:51.730839", + "exception": false, + "start_time": "2022-03-01T12:55:51.256500", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import pubplot\n", + "\n", + "from cosmo import cosmo, fsky\n", + "from cartesian import rotate\n", + "from findfile import findfile\n", + "from poisson import fillfactor_expectation, fillfactor_poisson" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "56a9af6f", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:55:51.845691Z", + "iopub.status.busy": "2022-03-01T12:55:51.844896Z", + "iopub.status.idle": "2022-03-01T12:55:51.846670Z", + "shell.execute_reply": "2022-03-01T12:55:51.847238Z" + }, + "papermill": { + "duration": 0.053463, + "end_time": "2022-03-01T12:55:51.847522", + "exception": false, + "start_time": "2022-03-01T12:55:51.794059", + "status": "completed" + }, + "tags": [ + "parameters" + ] + }, + "outputs": [], + "source": [ + "# update pytest\n", + "\n", + "survey = 'gama'\n", + "field = 'G9'\n", + "dryrun = False\n", + "realz = 0\n", + "version = 'latest'" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "b1a494a2", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:55:51.919740Z", + "iopub.status.busy": "2022-03-01T12:55:51.919205Z", + "iopub.status.idle": "2022-03-01T12:55:51.922009Z", + "shell.execute_reply": "2022-03-01T12:55:51.922428Z" + }, + "papermill": { + "duration": 0.041155, + "end_time": "2022-03-01T12:55:51.922552", + "exception": false, + "start_time": "2022-03-01T12:55:51.881397", + "status": "completed" + }, + "tags": [ + "injected-parameters" + ] + }, + "outputs": [], + "source": [ + "# Parameters\n", + "field = \"G9\"\n", + "survey = \"gama\"\n" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "d0fd39e6", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:55:51.990037Z", + "iopub.status.busy": "2022-03-01T12:55:51.989601Z", + "iopub.status.idle": "2022-03-01T12:55:51.992535Z", + "shell.execute_reply": "2022-03-01T12:55:51.992881Z" + }, + "papermill": { + "duration": 0.039968, + "end_time": "2022-03-01T12:55:51.992985", + "exception": false, + "start_time": "2022-03-01T12:55:51.953017", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "nbar = 2.\n", + "radius = 8." + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "9b287a86", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:55:52.050496Z", + "iopub.status.busy": "2022-03-01T12:55:52.050073Z", + "iopub.status.idle": "2022-03-01T12:55:54.394791Z", + "shell.execute_reply": "2022-03-01T12:55:54.395679Z" + }, + "papermill": { + "duration": 2.377346, + "end_time": "2022-03-01T12:55:54.395963", + "exception": false, + "start_time": "2022-03-01T12:55:52.018617", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n" + ] + }, + { + "data": { + "text/plain": [ + "OrderedDict([('ZMIN', 0.039),\n", + " ('ZMAX', 0.263),\n", + " ('DZ', 0.0001),\n", + " ('NRAND', 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"start_time": "2022-03-01T12:55:54.450387", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "'/cosma/home/durham/dc-moor2/data/v4/randoms/randoms_G9_0.fits'" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fpath" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "f2231ede", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:55:54.572904Z", + "iopub.status.busy": "2022-03-01T12:55:54.572479Z", + "iopub.status.idle": "2022-03-01T12:55:57.357521Z", + "shell.execute_reply": "2022-03-01T12:55:57.358453Z" + }, + "papermill": { + "duration": 2.822593, + "end_time": "2022-03-01T12:55:57.358747", + "exception": false, + "start_time": "2022-03-01T12:55:54.536154", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "OrderedDict([('ZMIN', 0.039),\n", + " ('ZMAX', 0.263),\n", + " ('DZ', 0.0001),\n", + " ('NRAND', 10127636),\n", + " ('FIELD', 'G9'),\n", + " ('AREA', 60.0),\n", + " ('VOL', 2531908.950723488),\n", + " ('RAND_DENS', 4.00000007784879),\n", + " ('VOL8', 2144.660584850632),\n", + " ('NRAND8', 8578.642506361759),\n", + " ('NRAND8_PERR', 92.62096148476196),\n", + " ('EXTNAME', 'RANDOMS'),\n", + " ('RSPHERE', 8.0)])" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fpath = findfile(ftype='randoms_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", + "rand = Table.read(fpath)\n", + "rand.meta" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "7be42d53", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:55:57.465737Z", + "iopub.status.busy": "2022-03-01T12:55:57.465139Z", + "iopub.status.idle": "2022-03-01T12:56:01.118039Z", + "shell.execute_reply": "2022-03-01T12:56:01.117247Z" + }, + "papermill": { + "duration": 3.703329, + "end_time": "2022-03-01T12:56:01.118216", + "exception": false, + "start_time": "2022-03-01T12:55:57.414887", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "OrderedDict([('ZMIN', 0.039),\n", + " ('ZMAX', 0.263),\n", + " ('DZ', 0.0001),\n", + " ('NRAND', 10127636),\n", + " ('FIELD', 'G9'),\n", + " ('AREA', 60.0),\n", + " ('VOL', 2531908.950723488),\n", + " ('RAND_DENS', 4.00000007784879),\n", + " ('VOL8', 2144.660584850632),\n", + " ('NRAND8', 8578.642506361759),\n", + " ('NRAND8_PERR', 92.62096148476196),\n", + " ('EXTNAME', 'RANDOMS'),\n", + " ('RSPHERE', 8.0)])" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fpath = findfile(ftype='randoms_bd', field=field, dryrun=dryrun, survey=survey, version=version)\n", + "rand = Table.read(fpath)\n", + "rand.meta" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "56a9ff14", + "metadata": { + "execution": { + 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"2022-03-01T12:56:01.296096Z", + "iopub.status.idle": "2022-03-01T12:56:07.591397Z", + "shell.execute_reply": "2022-03-01T12:56:07.592175Z" + }, + "papermill": { + "duration": 6.333265, + "end_time": "2022-03-01T12:56:07.592436", + "exception": false, + "start_time": "2022-03-01T12:56:01.259171", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "OrderedDict([('ZMIN', 0.039),\n", + " ('ZMAX', 0.263),\n", + " ('DZ', 0.0001),\n", + " ('NRAND', 10127636),\n", + " ('FIELD', 'G9'),\n", + " ('AREA', 180.0),\n", + " ('VOL', 2531908.950723488),\n", + " ('RAND_DENS', 4.00000007784879),\n", + " ('VOL8', 2144.660584850632),\n", + " ('NRAND8', 8578.642506361759),\n", + " ('NRAND8_PERR', 92.62096148476196),\n", + " ('EXTNAME', 'TilingCat'),\n", + " ('RSPHERE', 8.0),\n", + " ('TCOMM1', 'GAMA ID'),\n", + " ('TUCD1', 'meta.id;meta.main'),\n", + " ('TCOMM2', 'SDSS objid'),\n", + " ('TUCD2', 'meta.id'),\n", + " ('TCOMM3', 'J2000 coordinate'),\n", + " ('TUCD3', 'pos.eq.ra'),\n", + " ('TCOMM4', 'J2000 coordinate'),\n", + " ('TUCD4', 'pos.eq.dec'),\n", + " ('TCOMM5', '3-arcsec fiber magnitude'),\n", + " ('TUCD5', 'phot.mag;em.opt.R'),\n", + " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", + " ('TUCD6', 'phot.mag;em.opt.R'),\n", + " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD7', 'phot.mag;em.opt.U'),\n", + " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD8', 'phot.mag;em.opt.B'),\n", + " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD9', 'phot.mag;em.opt.R'),\n", + " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD10', 'phot.mag;em.opt.I'),\n", + " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD11', 'phot.mag;em.opt.I'),\n", + " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", + " ('TUCD12', 'meta.code;meta.dataset'),\n", + " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", + " ('TUCD13', 'src.redshift'),\n", + " ('TCOMM14', 'Quality of redshift'),\n", + " ('TUCD14', 'meta.code.qual;src.redshift'),\n", + " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", + " ('TUCD15', 'meta.code.qual;src.redshift'),\n", + " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", + " ('TUCD16', 'meta.id.cross;spect'),\n", + " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", + " ('TUCD17', 'src.redshift;stat.error'),\n", + " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", + " ('TUCD18', 'meta.number;spect'),\n", + " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", + " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", + " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", + " ('TUCD20', 'src.class.starGalaxy'),\n", + " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", + " ('TUCD21', 'src.class.starGalaxy'),\n", + " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", + " ('TUCD22', 'phot.mag;em.IR.K'),\n", + " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", + " ('TUCD23', 'phot.flux.density;em.radio'),\n", + " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", + " ('TUCD24', 'meta.code'),\n", + " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", + " ('TUCD25', 'meta.code'),\n", + " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", + " ('TUCD26', 'meta.code'),\n", + " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", + " ('TUCD27', 'meta.code.class'),\n", + " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", + " ('TUCD28', 'meta.code.class'),\n", + " ('TCOMM29', 'Priorities for targeting, see notes'),\n", + " ('TUCD29', 'meta.code.class'),\n", + " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", + " ('TUCD30', 'meta.code.class'),\n", + " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", + " ('TUCD31', 'meta.code.cross'),\n", + " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", + " ('TUCD32', 'meta.code'),\n", + " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", + " ('TUCD33', 'meta.code'),\n", + " ('TCOMM34', 'Visual classification, see notes'),\n", + " ('TUCD34', 'mata.code.qual'),\n", + " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", + " ('TUCD35', 'meta.id'),\n", + " ('DATE-HDU', '2015-09-04T13:22:37'),\n", + " ('STILVERS', '3.0-8'),\n", + " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", + " ('DMU', 'EqInputCat'),\n", + " ('NAME', 'TilingCat'),\n", + " ('VERSION', 'v46'),\n", + " ('DATE', '2015-05-22'),\n", + " ('CONTACT', 'Ivan Baldry '),\n", + " ('GOLD_NGAL', 113687),\n", + " ('DDP1_ZMIN', 0.0390699990093708),\n", + " ('DDP1_ZMAX', 0.2629899978637695),\n", + " ('DDP1_VZ', 7594754.153764196),\n", + " ('DDP1ZLIMS_NGAL', 113687),\n", + " ('DDP1_NGAL', 45293),\n", + " ('DDP1_DENS', 0.005963721679858641),\n", + " ('DDP2_ZMIN', 0.03914999961853027),\n", + " ('DDP2_ZMAX', 0.1937000006437302),\n", + " ('DDP2_VZ', 3156659.558717707),\n", + " ('DDP2ZLIMS_NGAL', 73942),\n", + " ('DDP2_NGAL', 33396),\n", + " ('DDP2_DENS', 0.01057953807776663),\n", + " ('DDP3_ZMIN', 0.03903000056743622),\n", + " ('DDP3_ZMAX', 0.1015800014138222),\n", + " ('DDP3_VZ', 457819.2340050841),\n", + " ('DDP3ZLIMS_NGAL', 18121),\n", + " ('DDP3_NGAL', 8842),\n", + " ('DDP3_DENS', 0.01931329953669401),\n", + " ('TMR_DDP1', '[-21.8, -20.1]'),\n", + " ('TMR_DDP2', '[-20.6, -19.3]'),\n", + " ('TMR_DDP3', '[-19.6, -17.8]'),\n", + " ('D80LIMS', '[-1.0, -0.75]'),\n", + " ('D81LIMS', '[-0.75, -0.55]'),\n", + " ('D82LIMS', '[-0.55, -0.4]'),\n", + " ('D83LIMS', '[-0.4, 0.0]'),\n", + " ('D84LIMS', '[0.0, 0.7]'),\n", + " ('D85LIMS', '[0.7, 1.6]'),\n", + " ('D86LIMS', '[1.6, 2.9]'),\n", + " ('D87LIMS', '[2.9, 4.0]'),\n", + " ('D88LIMS', '[4.0, 10000.0]'),\n", + " ('DDP1_d0_VOLFRAC', '2.167249e-01'),\n", + " ('DDP1_d0_TIERMEDd8', '-9.208681e-01'),\n", + " ('DDP1_d1_VOLFRAC', '8.594927e-02'),\n", + " ('DDP1_d1_TIERMEDd8', '-6.702042e-01'),\n", + " ('DDP1_d2_VOLFRAC', '6.657369e-02'),\n", + " ('DDP1_d2_TIERMEDd8', '-4.892331e-01'),\n", + " ('DDP1_d3_VOLFRAC', '1.299421e-01'),\n", + " ('DDP1_d3_TIERMEDd8', '-2.181489e-01'),\n", + " ('DDP1_d4_VOLFRAC', '1.389128e-01'),\n", + " ('DDP1_d4_TIERMEDd8', '2.572897e-01'),\n", + " ('DDP1_d5_VOLFRAC', '8.531706e-02'),\n", + " ('DDP1_d5_TIERMEDd8', '1.032813e+00'),\n", + " ('DDP1_d6_VOLFRAC', '3.973463e-02'),\n", + " ('DDP1_d6_TIERMEDd8', '2.049219e+00'),\n", + " ('DDP1_d7_VOLFRAC', '9.176350e-03'),\n", + " ('DDP1_d7_TIERMEDd8', '3.280636e+00'),\n", + " ('DDP1_d8_VOLFRAC', '4.468734e-03'),\n", + " ('DDP1_d8_TIERMEDd8', '4.707513e+00'),\n", + " ('comments',\n", + " ['Science targets and information for tiling and spectroscopic',\n", + " 'observation.'])])" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", + "\n", + "rand = Table.read(fpath)\n", + "rand.meta" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "a169c202", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:56:07.697408Z", + "iopub.status.busy": "2022-03-01T12:56:07.696836Z", + "iopub.status.idle": "2022-03-01T12:56:14.294850Z", + "shell.execute_reply": "2022-03-01T12:56:14.293881Z" + }, + "papermill": { + "duration": 6.646806, + "end_time": "2022-03-01T12:56:14.295111", + "exception": false, + "start_time": "2022-03-01T12:56:07.648305", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: AstropyDeprecationWarning: Specified hdu=BOUNDARY not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" + ] + } + ], + "source": [ + "# also tried ftype='randoms'\n", + "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", + "bound = Table.read(fpath, 'BOUNDARY')" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "4a59ef0b", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:56:14.474562Z", + "iopub.status.busy": "2022-03-01T12:56:14.464781Z", + "iopub.status.idle": "2022-03-01T12:56:18.471467Z", + "shell.execute_reply": "2022-03-01T12:56:18.472318Z" + }, + "papermill": { + "duration": 4.114368, + "end_time": "2022-03-01T12:56:18.472589", + "exception": false, + "start_time": "2022-03-01T12:56:14.358221", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'DEC [deg.]')" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "pl.plot(rand['RANDOM_RA'][::10], rand['RANDOM_DEC'][::10], marker=',', lw=0.0, c='k')\n", + "pl.plot(bound['RANDOM_RA'], bound['RANDOM_DEC'], marker=',', lw=0.0, c='cyan')\n", + "pl.xlabel('RA [deg.]')\n", + "pl.ylabel('DEC [deg.]')" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "2e6f064c", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:56:18.650884Z", + "iopub.status.busy": "2022-03-01T12:56:18.644525Z", + "iopub.status.idle": "2022-03-01T12:56:21.032255Z", + "shell.execute_reply": "2022-03-01T12:56:21.031398Z" + }, + "papermill": { + "duration": 2.497638, + "end_time": "2022-03-01T12:56:21.032491", + "exception": false, + "start_time": "2022-03-01T12:56:18.534853", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'V')" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "_ = pl.hist(rand['V'], bins=100, histtype='step', color='k')\n", + "_ = pl.hist(bound['V'], bins=100, histtype='step', color='c')\n", + "\n", + "#_ = pl.hist(rand['V'][rand['IS_BOUNDARY'].astype(bool)], bins=100, histtype='step', color='c')\n", + "\n", + "pl.xlabel('V')" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "5bd0dc34", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:56:21.204051Z", + "iopub.status.busy": "2022-03-01T12:56:21.202884Z", + "iopub.status.idle": "2022-03-01T12:56:22.472865Z", + "shell.execute_reply": "2022-03-01T12:56:22.473785Z" + }, + "papermill": { + "duration": 1.380412, + "end_time": "2022-03-01T12:56:22.474081", + "exception": false, + "start_time": "2022-03-01T12:56:21.093669", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.0, 0.6)" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "_ = pl.hist(rand['Z'], bins=100, histtype='step', color='k')\n", + "\n", + "pl.axvline(300. / 2.9979e5, lw=0.5, c='k')\n", + "\n", + "pl.yscale('log')\n", + "pl.xlabel('$z$')\n", + "\n", + "pl.xlim(0.0, 0.6)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "af02e2ae", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:56:22.592388Z", + "iopub.status.busy": "2022-03-01T12:56:22.591834Z", + "iopub.status.idle": "2022-03-01T12:56:24.523650Z", + "shell.execute_reply": "2022-03-01T12:56:24.522600Z" + }, + "papermill": { + "duration": 1.985857, + "end_time": "2022-03-01T12:56:24.523917", + "exception": false, + "start_time": "2022-03-01T12:56:22.538060", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "pos = np.c_[rand['ROTCARTESIAN_X'], rand['ROTCARTESIAN_Y'], rand['ROTCARTESIAN_Z']]\n", + "pos_bound = np.c_[bound['ROTCARTESIAN_X'], bound['ROTCARTESIAN_Y'], bound['ROTCARTESIAN_Z']]" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "a4fcf255", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:56:24.690327Z", + "iopub.status.busy": "2022-03-01T12:56:24.686489Z", + "iopub.status.idle": "2022-03-01T12:56:25.094765Z", + "shell.execute_reply": "2022-03-01T12:56:25.095676Z" + }, + "papermill": { + "duration": 0.506791, + "end_time": "2022-03-01T12:56:25.095982", + "exception": false, + "start_time": "2022-03-01T12:56:24.589191", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, '$y$')" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(10,10))\n", + "ax = fig.add_subplot(projection='3d')\n", + "\n", + "ax.scatter(pos[::10, 0],\\\n", + " pos[::10, 1],\\\n", + " pos[::10, 2],\\\n", + " marker='.',\\\n", + " lw=0.0)\n", + "\n", + "ax.set_xlim(0.0, 1000.)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "a3af928e", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:56:34.645130Z", + "iopub.status.busy": "2022-03-01T12:56:34.644586Z", + "iopub.status.idle": "2022-03-01T12:56:40.719410Z", + "shell.execute_reply": "2022-03-01T12:56:40.720198Z" + }, + "papermill": { + "duration": 6.158164, + "end_time": "2022-03-01T12:56:40.720463", + "exception": false, + "start_time": "2022-03-01T12:56:34.562299", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.0, 1000.0)" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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"0.00999996445369877" + ] + }, + "execution_count": 22, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(rand['V'] < np.percentile(rand['V'], 1.))" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "id": "59bea81f", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:56:41.936342Z", + "iopub.status.busy": "2022-03-01T12:56:41.935660Z", + "iopub.status.idle": "2022-03-01T12:56:41.939489Z", + "shell.execute_reply": "2022-03-01T12:56:41.940069Z" + }, + "papermill": { + "duration": 0.087968, + "end_time": "2022-03-01T12:56:41.940240", + "exception": false, + "start_time": "2022-03-01T12:56:41.852272", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "('RANDOM_RA',\n", + " 'RANDOM_DEC',\n", + " 'Z',\n", + " 'V',\n", + " 'RANDID',\n", + " 'FIELD',\n", + " 'GAMA_FIELD',\n", + " 'CARTESIAN_X',\n", + " 'CARTESIAN_Y',\n", + " 'CARTESIAN_Z',\n", + " 'ROTCARTESIAN_X',\n", + " 'ROTCARTESIAN_Y',\n", + " 'ROTCARTESIAN_Z',\n", + " 'RAND_N8',\n", + " 'FILLFACTOR',\n", + " 'BOUND_DIST',\n", + " 'BOUNDID',\n", + " 'FILLFACTOR_POISSON',\n", + " 'DDP1_N8',\n", + " 'DDP2_N8',\n", + " 'DDP3_N8',\n", + " 'IN_DDP1',\n", + " 'IN_DDP2',\n", + " 'IN_DDP3',\n", + " 'DDP1_DELTA8',\n", + " 'DDP2_DELTA8',\n", + " 'DDP3_DELTA8',\n", + " 'DDP1_DELTA8_TIER')" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rand.dtype.names" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "id": "85da98af", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:56:42.057295Z", + "iopub.status.busy": "2022-03-01T12:56:42.056808Z", + "iopub.status.idle": "2022-03-01T12:56:42.500333Z", + "shell.execute_reply": "2022-03-01T12:56:42.501141Z" + }, + "papermill": { + "duration": 0.498118, + "end_time": "2022-03-01T12:56:42.501464", + "exception": false, + "start_time": "2022-03-01T12:56:42.003346", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(1095, 9015)" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rand['RAND_N8'].data.min(), rand['RAND_N8'].data.max()" + ] + }, + { + "cell_type": "code", + "execution_count": 25, + "id": "6d2d1324", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:56:42.794496Z", + "iopub.status.busy": "2022-03-01T12:56:42.792260Z", + "iopub.status.idle": "2022-03-01T12:56:44.422610Z", + "shell.execute_reply": "2022-03-01T12:56:44.421711Z" + }, + "papermill": { + "duration": 1.716814, + "end_time": "2022-03-01T12:56:44.422848", + "exception": false, + "start_time": "2022-03-01T12:56:42.706034", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(50.0, 2500.0)" + ] + }, + "execution_count": 25, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "_ = pl.hist(rand['RAND_N8'], bins=np.arange(0, 3500, 1), histtype='step')\n", + "\n", + "pl.axvline(rand.meta['NRAND8'], c='k', lw=0.5)\n", + "\n", + "pl.xlabel(r'$N_8$')\n", + "pl.xlim(50., 2500.)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "id": "3b9fa76c", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:56:44.566335Z", + "iopub.status.busy": "2022-03-01T12:56:44.565822Z", + "iopub.status.idle": "2022-03-01T12:56:44.568542Z", + "shell.execute_reply": "2022-03-01T12:56:44.568963Z" + }, + "papermill": { + "duration": 0.066691, + "end_time": "2022-03-01T12:56:44.569102", + "exception": false, + "start_time": "2022-03-01T12:56:44.502411", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "# 100. * np.sqrt(rand.meta['NRAND8']) / rand.meta['NRAND8']" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "id": "f18ed860", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:56:44.725318Z", + "iopub.status.busy": "2022-03-01T12:56:44.723419Z", + "iopub.status.idle": "2022-03-01T12:57:17.950594Z", + "shell.execute_reply": "2022-03-01T12:57:17.951133Z" + }, + "papermill": { + "duration": 33.332363, + "end_time": "2022-03-01T12:57:17.951318", + "exception": false, + "start_time": "2022-03-01T12:56:44.618955", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#isin = rand['IS_BOUNDARY'].astype(bool)\n", + "\n", + "pl.scatter(pos_bound[:,0], pos_bound[:,1], lw=0.0, c=bound['V'], s=2)\n", + "pl.xlabel('$x$')\n", + "pl.ylabel('$y$')\n", + "pl.colorbar(label='V')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "id": "3079cd07", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:57:18.121148Z", + "iopub.status.busy": "2022-03-01T12:57:18.116120Z", + "iopub.status.idle": "2022-03-01T12:57:52.782775Z", + "shell.execute_reply": "2022-03-01T12:57:52.783311Z" + }, + "papermill": { + "duration": 34.774205, + "end_time": "2022-03-01T12:57:52.783496", + "exception": false, + "start_time": "2022-03-01T12:57:18.009291", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 28, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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+ "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", + "\n", + "pl.scatter(pos[:,1], pos[:,2], lw=0.0, c=rand['BOUND_DIST'], s=2, vmin=0., vmax=70.)\n", + "pl.xlabel('$y$')\n", + "pl.ylabel('$z$')\n", + "pl.colorbar(label='BOUNDARY DISTANCE')" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "id": "475c195e", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:58:29.000656Z", + "iopub.status.busy": "2022-03-01T12:58:28.994331Z", + "iopub.status.idle": "2022-03-01T12:59:04.011447Z", + "shell.execute_reply": "2022-03-01T12:59:04.011952Z" + }, + "papermill": { + "duration": 35.340674, + "end_time": "2022-03-01T12:59:04.012130", + "exception": false, + "start_time": "2022-03-01T12:58:28.671456", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 30, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "#isin = rand['IS_BOUNDARY'].astype(bool)\n", + "pl.scatter(pos_bound[:,0], pos_bound[:,1], lw=0.0, c=bound['RAND_N8'], vmin=0, vmax=1500, s=2)\n", + "pl.xlabel('$x$')\n", + "pl.ylabel('$y$')\n", + "pl.colorbar(label=r'$N_8$')" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ebd53b17", + "metadata": { + "papermill": { + "duration": 0.100944, + "end_time": "2022-03-01T12:59:04.179381", + "exception": false, + "start_time": "2022-03-01T12:59:04.078437", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "91ab6e29", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:59:04.359411Z", + "iopub.status.busy": "2022-03-01T12:59:04.356532Z", + "iopub.status.idle": "2022-03-01T12:59:09.343004Z", + "shell.execute_reply": "2022-03-01T12:59:09.343783Z" + }, + "papermill": { + "duration": 5.06839, + "end_time": "2022-03-01T12:59:09.344039", + "exception": false, + "start_time": "2022-03-01T12:59:04.275649", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.2, 1.2)" + ] + }, + "execution_count": 31, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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jwdDV1YWdO3difeOH7HVbT1TjT68kzvRhWb16NWbPno3u7m42NRLlCdcdQFT1GQDPmLW0VTAC2ykAm5lQmAZCKBTCXXfdhZsW+jCv8AgA4H0dhXU/cR/IfD4fampqUFRUxGZGojySdAcQVT2tqpvMDPrNAKaKyPMisjkTE3kSxdLd3Y2XX34ZX21Qe913j1biwBH3tavx48fj2muv5VQvRHkm3UTDpwE8CuBREakEsEJENgDYCWCrqr7gphwRWQugB0CxWW5Lgv2bHYseVd2QyvVTbrnllltw63UzMfvDhwEAvfoh/NNP9yc4Ktytt94KAPB6vQxkRHkkY13zVfWAqj5qTsa5AcD1zjnPYh0nIusB9KjqNjOITRWRFXH2X6uqLdYPgDYzGFIea29vx6GDh/A/5p+z1216owJH3g66LmPOnDm4/PLL4fV64fe7b5okoqEvK+PMzMB2nxnYWgDcKiKbY+zerKrbHMutMGaqjmV1xLk6AdSndcE0pIVCIXzve9/DbdfPwpUFbwEA3tMP43/9576kypk5cyY8Hg9zMRLloaxnAFHVLgBd0baJSF2U1ScBNMYp8qSIbFXVlWYZzQBiBUrKA4FAAD/64Q/RfV+lve7JQ+V4+2TiZMKWwsJC9Pb2Ytq0aQDAzh9EeWawM4AUwwheTkEAMMe4RbMGQJ2InDKbF09G1Owoz3zmM5/B//uJWaj+0HEAwGkdjYd+4n6ANGD0YvzHf/xHhEIhdscnykODHcw8UdZZwa042gGq2gNgI4wOI+sRp4lRRJrN53Ydx48fT/NSaTCEQiHs2PFbfKn2XXvd4z2TcNJlMmHLpz/9afT29qKoqAg+n4/NjER5ZrCDWRD9g5a1HFljAwCIyEYAnao6F8BKAM0isjXavmYnkXmqOm/8+PEZumQaKKFQCA888AD+2/UzUTHqBADg1MVLsP4//5J0WQUFBXYTI7N+EOWfwQ5mJ9G/duYBAFUNRu5sPWNT1Tbz320A5gKI2fuRcldRURG+9a1vYW1NXy3ssf0T8c6Zs0mVM2fOHNTX19vzlhUVFTGgEeWZQQ1mZk/EYMTqYgBtMQ4pBhA2sMhsduQzszz0zW9+E3+95Cr7Wdk7Ohrf+Hlyz8oAYNmyZQCM7v0cLE2Unwa7ZgYALRHjyppgPBMDAIhIlbXdrJGFPSMzO4r0DMB10gD74he/iPvm9Y0razk0yfXEm5YJEyagqakJDQ0NGDduHHsxEuWprHXNF5EaVd2daD9VXScia82AVQVgf0TvxEYYz8asdevMgdb7nWVk7sppKOjs7MTNH7sSMwuMHIwhLcCGZ5MbVwYAy5cvx9VXX43u7m74fL5MXyYRDRFpBzMzjdU6AGr+WwLgeRiJiFfDSES8O14Z8dJRmVk+WhzLPeZ5KI+tWr0Km28psJe/e6QCx092JF3O0qVL7WdkbGIkyl+ZqJndoqp3AoCI3AEj+fAGVd1krrsHwO4MnIeGic7OTkzzjsRcR2b8h3+eXA5GwBhb9tZbb9m1skAgwEBGlKcy8czsQOQKK5CZ3M+aSMNeKBTCY489hi9/tK9W9qO3KvHGW6eSLqu2thZXX301zp41ej9ayYXZk5Eo/2QimBUDgDnP2Xr0Ty2l/Y4giqNn92/w0UuMRMDndQQe+mVqSYE/+tGPYsaMGZg8ebJdI2NeRqL8lIlg1iEi9wLYBWCdqn5dRO4VkevMJsaog5+JonnggQewbtFl9vK2E1V4/XDy2VusXot+vx+HDxtTxjCIEeWvhMFMRJ6It11Vu8ypX6qt5kVVfRSAAGjnLNTkVigUwvaf/juWjjlor3t4+7GUympqasK1116L8vJyjB49GoFAAIFAIKwjCBHlDzc1s1Uiclni3cKparuZMZ/IlZaWFtx7/USMEKNl+vl3KvHy62+mVFZpaSmKiooQCATsXIzWMzPW0Ijyj5tgNg7AUyJyj4jcLiIVWb4mGqbWf+1B3Dqhrz/Ro79LboC0pbS0FEuWLEEoFLJTWDlrY6yZEeUfN13z21R1NWB38mgUkZUwOnYEze0Hs3aFNCz4/X7c/clpKJS9AICu3olo25l86ioAWLx4MTweD8rLy9Hd3Y26urqw2hhrZkT5J2EwU9XrHb+fBvCMtWwGt3kR6ahaVfWljF4l5bVQKIQF8+vx5ztG2uv+eVfqQyD/5m/+BiUlJfD7/WEDptnESJS/0ho0bQa3djM/4hoYqadURFpU9R8ycH00DAQCAfz1R8owboQxMPrQ+WL8+IXkp3kBgJqaGng8nrDAZf3O5kWi/JVyMDOfna2BkfHDA2Nw9AYAD5tBjsiVDRvW494r+wZFf/vVcbh48WBKZVVWVmLy5MkIhUJhuRitmhkR5aekg5mI3A4jiNXB6H6/DcBGVW3P8LXRMBAIBHB6728x5SPGcMRTFy/Bk79KrVYGAHV1dXYPRmcuRgYyovzmKpiJSA36amECY8qV+wC0sBZG6fj1i7/GP849by9vOjQR74WOplRWeXk5amtrw6Z5sYIYa2ZE+S1hMBORneirhbXAqIVx/BhlRMujX8Lzn3wLANCrH8I3fpn8NC+W4uJiXHHFFcyQTzQMuRlnNhdGU6JHVe9kIKNMaW9vx90f7Qs2P36rAm8F3km5vM997nMoLy+3mxWtQdNElP9cjTMD8AiANSJiJQ3uBNChqlE/eURkTKxtRJb/9cA9aL/+oL389dbUsn0AwKxZs1BYWGinrAKM/IxWkyNraET5zU0wazVrY3aNTERqAaw2u+QrjGdobY4AtgnA6gxfK+WRUCiEW2ePslNXtb5bib/0pD48sb6+HhUVFSgvL+eYMqJhyM2g6UejrIsMbpUwgttYANUAVkQeQ+T0b09txN9d0Te1y7f+2JtWeRMmTMDkyZPtCTitcWVWU6OzUwgR5Z9MzDQNVT0AozYGs7a2KhPlUv46vOP7uGymEcD2fjABv/i/r6VcVkFBAVatWoXDhw9jxowZ/QZHM5AR5b9MzGcWRlWDMJ6zEUXV2rodd84I2suPvXJpWuU1NDTg6NGjdrd8r9fbrys+s38Q5beMBzMAUFXWzCimTQ/djYpRJwAAwYtF+M72V9Mqb8WKFZg9e3ZYDkaL3280ZTrHmxFR/slKMCOKpbOzE5+f1/e2++4bZQj1vp9yeRMmTMDYsWMBwO6GbwW0UChkNzFy3BlRfmMwowH1zYe+jI9eYtSWzusIfPNXB9Mqb/78+XYvxvLy8rCu+ZEdQYgofzGY0YDx+/24/vLj9vLPg5U4dPREWmVWV1djxowZ9nQvXq83bKA0mxWJhgcGMxowz/5kC1Z4+2aS/uaO9NJ6VlVV4YYbbgh7HhY5uzTHmxENDwxmNCBCoRBO/enfUShGUuHd70/Eb7p60iqzrKwM48aNC5uEk8GLaHhiMKMBcTp4ErdXvWUv/+/dBWmXOW/ePJSXl8Pn89nPyiKTDLOZkWh4YDCjAbHh7k+jdKSR7ezYhTH4QVvqc5YBQGlpKW655RY7WPl8Pnt8mRNraUTDQ1aCmTmBJxEAo8v831b0dfT4zoHL8cH583GOSKy+vh69vb12sLLGkzmflxHR8JFyOitzws55MTavA/BUqmVTfnnynx/EA4VHAADv6yh8e3vqc5ZZPvGJT2DatGl2MDt8+LDdk5Hpq4iGn5SCmYjcC2Pm6c4YuxSnfEWUV0KhECrf+SMw3lj+2ckKvBWI9bZxb9WqVfD7/fB6vfD7/WhoaIDf77drZkQ0vKRcM1PV6ljbROSRVMul/NK18w+4xXvQXv7fvzuVdpnTp0/HSy+9hAULFtg1s0AgYE//AvBZGdFwk2owi9unWlXvS6YwEVlrlllsHt+SYH8PgGbHMR2qmv7Xfcq4F5/+ChoqPwAAvPz+Ffjd7tSz41tuuukmlJWV2V3xI2tjDGREw0+2OoBcl8S+6wH0qOo2M4hNFZGY86GZgaxdVTeo6jZz9f1pXTBlxYXz53Hb5KP28hN/LsxIuTfeeCOAvq73oVDIzvphzV9GRMNLSsFMVZ8RketE5Hbz3xrHz3UwOoC41ewISgDQCuN5XCzrAWx0XEsLgDuSegE0IB659zOYMuokAODUxUvwvbb0suMDwIIFCzBjxoywwdHO39kBhGh4SrUDyC0AtiJ2c2Oly3Lqoqw+CaAxzmHNAKY6V5hzqNEQc+3IPfbvPzgyEWd7j8bZ252PfexjdsePyCz5AKLOZUZE+S/VZ2ZNqhqzViciT7ospxhG8HIKmmV4IoOUiFSZv1aZgbAYgEdVN7g8Hw2Q7238Fv7+0oMAgIsq+HarP+0yCwoKUF5eDq/Xa9fGomX5YCAjGn5SfWbWmmC722ZGT5R1VnCL1r3fCmZwPGOznrv1IyLNItIhIh3Hjx+PtgtlSW/Xj+3f296twL7D6d//WbNm4a/+6q+wb9++sMHSgUCAqauIhrlspbNy1cwIoxYWGbSs5cgam3Ndh2NdG4C10QpX1RZVnaeq88aPH+/ykihdL+3uxOoJh+zlx3emPvmm0913341QKIQFCxYAQFiGfCIa3tLtAFIjImOc28xlt70LT6J/7cxjniMYZf+eKNuC5nkjy6FB8usfPALPCKOWdOB8CZ79Xfrd8QHA4/EAMGpjztmkrYDG5kWi4SvVDiAXAIhjWZ2bAWi/g6JQ1U4RCUasLoZR24q2f1BEgiJSpapW5xOPtc3VxVNWvXfmDBoLXrKXW/aNg+JAnCPcmT59OgoLC+2OH87AxR6MRJRqM2MXgHGqOsL8Gen4GQHgmSTKaokYV9YER9d7EamK2P4wwns7rkZyQwEoi365uQUzC44BAM5qAVp+lZla2fz581FWVgagfw2MgYyIUg1md6hqvGmCXQcXVV0Ho3fiCjMTyP6IcWeNcIw7M3suekRkrbn/CfZmHDpGvPRD+/etx6fg5DvvZaTcWbNmhSUStpoYrSZHIhreUmpmVNUuwH4+1gijl2EPgDZVfUdVk2pXiheMzB6LLRHrGLyGoMMHX8ON4/r+67/967czUm5hYSHKysrg9/vh8/nC8i+Wl5fzWRkRpd6bUUTuAHAQwJcAXG/+e0pE7snMpVGu2fGdL6NALgAA/nR2EjpePZyRchcvXowrr7wSXq8X3d3dABDWAYSIKKVgZmYA8ahqsdn1/Xrz35HGZrk5s5dJQ93p4Cksxp/s5X/dPTJjZVdVVdk9Fn0+H4qKiuxMH9bzMgY1ouEt1ZpZsao+Gm2DuX5qtG2Uv3b+4mlcMdJ4jPr2xcvwoxfSz8MIAJMmTcLateHDCAOBQL/nZWxqJBreUg1mJxJsT3/SKsopRXu+b//+vUNX4IPz5zNSblNTE0KhEF577TU7fZX1nIy1MiKypFwzS7B9XIrlUg7auWM7PlJodPw4ryPwWGvc6e6SsmTJEvh8PpSUlPTb5szRSETDW6rB7ICIPCwilzlXisgYEXkCwK70L41yxVvtj9u/bz9dAf/RaJnIkldQUIDCwkJ7FumioiL4/X47HyPnLSMiS6pd89tFZByAQyJyAkZKKQ+MGts6VX0hY1dIQ9p77waxSP/Lzgfz2H9lrslv+fLlmDlzpt2M6Pf77Y4gziZG1syIKNUpYGAObN4mIkvQN86sI8Fgasozu3/+BBqkFwDw+gfj8as/7s1Y2R6Px8696Pf7GbSIKKaUg5lFVdsBtDvXicjNqvof6ZZNQ5tevIjxf/k+YPbCb3ltTPwDkuD1erF06dJ+XfCtZ2RWfkYGOCICXAQzEalIskwPgPUAGMzy3Kt/eh5XjTwCAAhpATa1Zq5WVlpaipkzZ4YFr/LycoRCobDgRkQEJAhmIlIJYD+MrvaR3e0rAUQ2KXrMf9k1fxg4s+MJ+/ctb09B8J3M9fu57777sH///rDAxdoYEcWSqGZ2EsA2VV3lXCkitTAGTrdHHmA+Q8tMdzYasgLH/Kg5s6Ov40eG8jBaKioqMHr06LDu984ZpZ3/EhHF7Zpvdua4I8qmymiBzDymHe5nmqYcte+5x+08jP91dhJ2dWcmDyMA1NTU4NixYzh69CiAvkHR1vMzCwMZEVkSPjNLsXdiMIVjKEec/+Acqg5ttZeffClzeRgBI7FwZWWl/YwMMAIamxmJKJZUB00nyr1Yl2K5lANefmEzLjczmh2/eBl+9GJm8jBabrjhBvh8vqg1MavZkYjIKdVg1iYi20XkanNOMwCAiNSIyGYAnZm5PBqKPtT5Hfv3/+MvxblzmcnDCAATJkxAWVmZneHDqok5czIyFyMRRUopmJmTcz4K4BkYc5hdEJELMMabbWYGkPzl37sbs9/vAgBcUMFjrYcyWv7SpUvtmlesGhhrZkQUKeXJOVW1TVWrAUyDMTlntaqWcLB0fnuzrS8P4/PvVODgm5nNj7ho0SIARmcP51QvVgBjPkYiiiblYGZR1R5VbVfVA9Y6Ebku3XJp6AmdOY2r3v65vfyD7oKMll9aWoqGhgYcPmz0jAwEAvB6vSgvL7eDGAdLE1E0aaWzEpGaKKuLAawDwKbGPPPnX30H18B4XnVYJmLfCc1o+VdeeSUAYPTo0XZSYet5mZX5g02MRBRNSsFMRG4BsBVGdhCJsgvHmeUZvXgRJa/+H3v5SPWnsWZNGXbuvD1j56ipqQEA1NXVobOzE16vF93d3fB6vayREVFcqTYz1qvqCFWdpqrVkT8ANmXyImnwvdbRjqkXjJbks1qAK5f9A959992MlV9aWoovfOEL8Pl8CAQC8Pl8dsZ8gM/KiCi+VIPZzgTb16VYLg1RZ373pP37nuImjC0ej/r6+oyVv3jxYuzYsSMsaAUCAXR3d7N5kYgSSrsDSAxsZswjJ956A3NOv2gvF3/8LgDAzp2JvtO4d80116CiogKvvfaavc7ZvMhgRkTxpDrT9DNmj8WTAHpU9R1rmzmI+n4AqzNziTTY9v7qX7HAzMP42igfZlz9UQDAxz72sYyUP2HCBMyePRuTJ0+21/n9frsnIxFRIql2ALkAR8cPEXF2axMAme3mRoPmwvnzqDywxV5+d85nMn6OhoYGFBYWYs+ePfB4PJgxY0ZYL0bWyogokVSbGbsAjDM7gYxQ1ZGOnxEwMoNQHtjz4haU4jgA4BTGYFbT32X8HFYNr7Cw0K6deb1e+P3+jJ+LiPJTqsHsjmjZ9B15GtkBJE+M2PWU/Xv3xE+hcPQl9rI1RUs6fD6f/fuCBQvsDiChUAg+n4+5GInIlVSfmXVFrhORsQDmiYgHRjPjgch9KLccfn0P5vQas0dfVMGU6z8Xtj0YDKZ9jgULFmDy5MkoKSmxEwsDsCfjZJZ8InIj7d6MIjJGRCoAjIMxiLoH7PyRF460Pmb//vIl12JixYyw7RUVFWmfo6GhATNnzsSJEyfCei/6/X7WyIjItVQ7gIyFkQGkEcAp9HUG8QDYBTYz5ryz772Lq9561l4eUZ+5TB+WSy+9FIDRpFhbWxsWvKxB00REbqRaM7sPwDqzs0ezqhabPyPMbSczdoU0KPb86jsYg/cAAG9IKWZ97KZ++zi70qdi4cKFaGhogNfrRVeX0XJtZchnL0YiSkaqwazD8dxsnHODqrYnW5iIrBWRFSLSLCLNSR67MdnzUXx68SKK/9KXh/GNqZ/GiJEj++23Z8+etM4zadIke6qXkpISFBUV2Z0+LKydEZEbqQYz5ziyXSJyc8T2KrcFich6GAOvt6lqC4CpIrIiiWNdn4vc2dv5a1Rf2A8A6NUP4cpl/xB1v2PHjqV1nqVLl9rd760OH9YcZokm6CQicko1mImIVIrIZgBBAF8Skc86OoMk0wGkWVW3OZZbAaxxcQEMYlnyzo4n7N9fHteEsSWXR92vqakp5XOUl5dj5syZAICzZ8/a671eL0KhEBMLE1FSUgpmqvoMgDoYnT9OAFgFI4VVEEaPRldNfyJSF2X1SRgdSxJphBH4KINOHT+Kq4N9U9GNWxS9Vgak1wR444034siRI+jq6kJJSYm9npNwElEqUu6ar6rPqOqdqvqOOdt0NYysICNV1e3EnMXo31kkCADmeLWoRKQRwJZY2yl13c/9KwrkPABg76jpmFYbO//irl27Uj5PcXExCgsL7Q4ggBEcOXcZEaUio1nzVfW0iNzsyASSiCfKOiu4Fcc7TlWDyVwbJXbh/HlMOfDv9vLpWX8fd/9Ux5lVV1dj0aJF9vL27dtRVFTUL4ix8wcRuZXxKWBU9T9gNDu6EUT/oGUtR+3eLyIrIp6xxWT2juwQkY7jx4+7vKTha89vtmGivg0ACOJSzF763+Lu72weTMa0adNQVlaGyZMno6ioCAsXLgTQ97zMws4fRORWUsHM7NyRSSfRv3bmAYBoNS+z00e/9bGoaouqzlPVeePHj0/5IocL2enIw1i6PCwPYzQvvOC2NTncxz/+cZw4ccLutRgKhfDaa6/Z6atYIyOiZLnKACIiNQBeADBWRABghar+xLH9Zhhd5KcCmAegA8BT/UsKp6qdIhKMWF0MoC3GIXUAih1j0ZoAVJnLbara4+b1UH9Hel7B7LMdgBh5GCdf/98THnPdddclfZ6FCxfi3Llz9rI1bxnQ16zIGhkRJSthMDNTV20D8DCMvIvXAHhKRLpgDJhuR1/tKghgi6rG7gLXX0tE02ETHL0hzdpYnTkOLax50QysVeb4NErD4ecfR5k5Ld2eonpcXXVlwmNSCTo+nw+f/OQn4fV6sW/fPkybNs1ebwUzZv8gomS5qZndB6BJVa0s+M+ISCuM/ItBAHMd25KmquusDCAwanf7I4JWI4CVMAKqzayNrYRRM1sLoIWdQlLTGzoD37Gf9q2ov8PVcamMBbvqqqv6Zfjw+Xz9MuYTESXDTTCTyGClqm0i8oiqzsvERajqhjjbWgD0q3nFWk/Je3n7v+EanAEAvCmXY9bHIhO6RJds0Kmursa0adNw4sQJHDlyxJ6/zNm8yFoZEaXCTQcQjbGeORHzhOeVvjyM/qpbMXKUu8kUTpw4kdR5amtr0dvbi9GjR2PJkiX2uDIArJURUVrS6Zofs7OFiCTfM4AGxd7O32D6+b0AgPf1Q5jxCfePOw8ePJjUuSZMmIDKykqcPXvWzo5vNVU6fyciSpabYOaJsT5WjQ1wkVuRhobTv3XkYfQswbjxV7g+NplB09XV1Vi2bBmOHj2KkpISO/+iFcSctTQiomS5aU9aIyJRB0GbvQmj8aR6QTRwgoFjmH2qzZ5adWycPIzRjB492vW+9fX1CAaDmDt3Lo4cOYKysjKUl5cD6JvDjIgoVW6CWQ+A9XA/4WYJgHtTviIaMK/+8nEskA8AAPtGTcP0uo9n5TwFBQUYNWoUCgsL7S745eXl6O7ujprGiogoWW6C2TZV3ZRMoZyeZej74Nz7qOr5ob18amb8PIzRnDp1ytV+1dXVuPbaa7Fs2TJ7kLTVrFhUVGTXytiTkYhSlfCZmarel2yhqRxDA+vl1u/jchi9EQPw4Opln026jKuvvjqp/Z977jn7+ZjV2SOyaz4RUSrc9cGmvHNpV19le1/5aiwoTD6QuM2huHjx4rAUVl6v187DSESUCQxmw1B3Rzt857sBAOd0FKbf8PmUynETzMrLy1FbW4vS0lLMnj07bH13d7c9fxmbGIkoHRmfAoaGvvd+8237993jrkfJ5ZNSKsdNMCsrK0NhYSEKCwvDsuQDRj7GyEHTRESpYDAbZo4dfh1Xv/Mbe7lkyf+XcllHjx5NuE9dXR16e3vR29uLI0eO9BsszYHSRJQJbGYcZg788lsolYsAgFcKrsbM2demXNb8+fPjbh8zZgxOnjyJ2trasHnKrO74fr/fHmtGRJQO1syGkdCZ07jq6DP28gf1d6ZV3k9/+tO42ydNmoTS0lIcOHAA+/btw4kTJ+D1etHV1QXAeG7GiTiJKBMYzIaRPb9swVi8BwB4Q0oxe3HUxC6uJUpnNWPGDDQ0NNjPzEaPHo1QKIQZM2awOz4RZRSD2TBx8cIFlHZ/115+Y/rfuc6OH8u4ceNibvN6vaioqEBpaSkOHTqE0aNH90sszFoZEWUKg9kw8eff/gRTLr4BAHhXR2PWDXelXWa8DiBFRUUoLi7Gzp07cd1119lNilbWj1AoxGBGRBnDYDZc/FdfdvxXSpfj0jGxa1VueTyemNsuvfRSnDt3DjfffLM971ldXV3YvGVsYiSiTGEwGwYOvboLc3o7AAAXVFD+iS9mpNx4WfPLysoAAHv27LGflVlZP/i8jIgyjcFsGHhr+9ft31++tAETK30ZKffs2bNR148YMQKlpaVYtGgRCgsLw7rfO+ctYzMjEWUKg1meO/7mQdSc2m4vj170hayfc9GiRZg4cSIKCwvR29trBzBnUmGANTMiyhwGszz3+rOPokAuAABe/dBV8F3TlLGyS0pKoq4/deoULr30UvT29sLj8dgBzMrDSESUaQxmeeyd4AnMerNvkPT71/z3jJYfq5nwsssuw4IFC3Ds2DFMnjw5LJEwezESUTYwmOWxvzz7LVwmxnOtQyMmYc51qzNafrRmwkmTJuH6669HMBjEwoUL7aZFPicjomxibsY8de79XlTt/769/NbMOzBl5MiMniNaYKqtrQUAFBYW4vDhw5gxY4adh9HKyUhElGmsmeWp3b/chAk4CcCcSfqG5oyf48CBA2HLVVVVuOqqq8Im4vT7/QCMPIzM+kFE2cJglocuXriACXs22sv7qv4OH05hJulE6uvrUVhYaC+PGTMGZ86cwfz58+HxeMKel3V3G5OBsgcjEWUDg1keevnXW1Fx8TAA4IyOxlU3pj5nWTyhUAi9vb0AjJ6KtbW1YWPKIifiJCLKFj4zy0MFf+ybSfrPpZ/CteOy85wqFAph5cqVOHjwIHw+HyZMmICZM2ciGAxi8eLFdi3M6slIRJQtDGZ5prujHVd98GcAwAc6EpU33pu1c/l8PsyZMwc+nw9TpkzB+++/D4/HgyuuuMLugs/0VUQ0EBjM8kzvC4/av+/2NKF+0tSsnq+2thavvPIKli9fHtbZw+/34+zZswiFQmGTcDKgEVE28JlZHtn/8v9FTegPAICLKpjwibVZPV9RURGmTp2KkpISbNmyxe52/9JLLwEAGhoawgZMM5ARUbYwmOWR09sftn/ffdlCTLlybtbP+corr+Ddd9/FlClTsG/fPgDGGLNo48nYLZ+IsoXBLE8cfLUDde/91l4eu/TLWT9nKBRCZWUl6uvr0dXVhWPHjqGoqAi1tbV2T0arRhYIBFgzI6KsGRLBTETWisgKEWkWkYSje83914rIVhHJbltajgj88iH7991FCzB19rUDcl6fz4fRo0ejtrYWp0+fRlFRkf3szKqJsTcjEWXboHcAEZH1AHaq6jZrWURWWMtR9t+oqmscy7tEBKq6YYAuecg5vO8l1L7zAiDGclHj/QNy3qKiInR3d+Po0aOYPXs2PB5Pvwk4rf2IiLJpKNTMmiMCVyuANdF2FBEPgGDE6o2x9h8ujv3iYYwUBQC8XDgP0+sWDch5rRrX1KlTsW/fPpSUlODs2bNhTYx8TkZEA2FQg5mI1EVZfRJAY4xDigGsFZGqiPWRy8PGmwe6UeuYfLNg8boBv4YjR47Yk3BOnjwZfr8/LBcjAxoRZdtg18yKATMbbp8gYNfCwqhqD4C55r+WJgBtWbq+Ie/ws1/DKLkIAHil4Gr45l8/YOcOhULYuXMnCgsL4fF47I4eAJgln4gGlKjq4J1cZAWA9ao61bHOA+AUgKkRQSva8R4AB9A/wFnbmwFYHUpmAHgtM1dOJi+M/6vRABTAORjPYS8A+ADGl6WL5jZyzwsgMNgXkYd4X7NjoO/rFFUdH7lysDuABGHUzpys5cgaWzRbASyJFfRUtQVAS8pXR3GJSIeqzhvs68g3vK/ZwfuaHUPlvg52M+NJAJ6IdR4AUNVgvAPNXpDrVLUzGxdGRES5Y1CDmRmIghGri5HgGZjZPNlqBbIYHUmIiGiYGOyaGQC0mMHJ0gSjuz0AQESqnNtFpBFGwOsQEY/Zs3H1gF0tObEJNzt4X7OD9zU7hsR9HdQOIPZFGFk8emB0sQ+az7qsbc0AVqpqk6NzSKRtqrpyQC6WiIiGnCERzIiIiNIx2L0ZiYYts/m8XlX7jXR3tFYUA3bPXCKKgcGMksYP2vSYz33rYDwfjjY+Mql8pRTOkXy8HsZ93BBlO9+/STAf8TTD6LA3FQAiv4QN9n1lMyMlJdoHrXOZ3DPvnceZONtcf0pVxzmWG2EMQ2ka6GvMNdESkQPYbAU0vn9TIyLrncHLvK8brYA1FO7rUOjNSLnFdWJoSl4K+UrJ5DIROd+/qVkRMT1XD4yWBcug31cGM3KNH7QDIql8pRQmbiJyvn/T0hTRbFgFYCcwdO4rgxklgx+02eeJss6655Gp38jBRSJyvn9T5LynVvByPIscEveVHUAoGZ4o65wftMEBu5L8FUR6+UqHNWd6O/ODtBHAXHOVJ8ohfP+6ZN7PVQBWArjDsckTZfcBv6+smVEyguAHbbalnK+U+olMRB4E378pU9WgqraYHZE2OZ6hBTEE7iuDGSWDH7RZlmq+UgoXIxE5378pitJcuBF9aQeHxH1lMCPX+EE7YOLmK6X4YiUi5/s3NebQkFOxnn8NlfvKYEbJ4gdtmkSkzhxgugLAKhFZ6+wRZo7nqRKRFeZ++zkOyh0Xicj5/k1eB4ANEbWsJgDO9+Sg31cOmqakxUsMTTRY3CYi5/s3eeaXrUa4ywAyKPeVwYyIiHIemxmJiCjnMZgREVHOYzAjIqKcx2BGREQ5j8GMiIhyHoMZERHlPAYzIhoWRKTV/FmbeO/MnG8gzpMqcwbz1qF+nW4xaz4RDRdB5+DpbDGzkFRhiM+TZg16FpGtg30tmcBgNkSYiVFXwPgjaEF4rrMqGFOQb4hyqHV8I4wUMifMYz2IMQo/yrm2qmpbxPZmGAlE10dMjd4IoA7GvFGdUcqNdVy01+Yx17XGe20R51gLoC3y3AleXzBil4dVNRixXyeAlRFzYVnlrYCRgb0Tjqnikzy3B3Feq4hshHFvq2CkCdrsTGEV8f8LmP+3IrJWVTeYaZv2m9fYgb73QDOMHHmdjmtoNF9rvxRZSdzfpN8HEfvUAbjfXLTu+U5V3WZuK1bVtoj7Eu3votF8XeNSSWpr3jfr/2xDZFaLVFh/S+Z9iHbOuPcvYt9GGLM2J3zvDXuqyp8h8gPjA2B/jG1bYXwQRtu2HsDaKOsbzeM8Mc51KsG11MVYvxHArhjHrYhzXNTzAVgbq7wY92Gjy3vZ73wwPgD3O68RRgqkuGXCCPjJ/D8m/VrjXPMKGEEh8nVstK4Lxgdjv9cAQAE0RjlPv/dLCvc36feB4x60AqiK8pqazW2NEeeK915tjXUut/+H5n1a4fb/2OX7IN41W1+Q1icoY4V5bQlfXxrX6fq9PZR/+MxsaIk3988dABrNb2o281telUb5tq/GN8TNANpTuJYe9H1jjmQlwm2Osi0Y47iYr8289rZEzR3mt+h1MD7cEol6PjVqXhsRfk/uANAcY/p3mK/zjmjbkjm3eX5XrzXCeo2oMZivw1lGMYwvNQlpjG/3Sd5fIIX3gfl+bVLVJo2oBZvLbUi+eW4d0piF2/H/PtDZ8zcizr02c00GB+pich2DWY7QviYU+wPX/PBZizgftGo2JcX4wEnnWtYBWJ+padHND+tG8zXF4jE/8DojMnQnqweAlVHdukdtADZF7mi9Ps3gvEwuX6tT1A9q88uKFTg9kcEhgWCUdUnd32TfB2bQWAtgTZwye2A0J7qmRjOd23sZTSOAnnj/xyLSbHaYiPWT9PMx7WuOjHVsozqa/yk+BrMcEePb43oYzzeCCQ7fDJff2t0yv92fzHC5HS7L24zwaT2SVQ/YH5yWNQDqogT95lg1mTS5fa0A4n7gWbWzZAKZdf5YXN/fJN8H9wPodBF0E9ZazWl0nAEsnQ/9pkTHqzHD8ro4P6mefwuArHdKGQ4YzHKA+Ue7FcAaDX9Y3AjjwXAinXDURDJoJYzmuUyV2wpHzdNJROocr70FxrOEpJlBoRkRHyDmB+wGOGoZ5heIbH0zjvlao3gYQKtZO/A4N1gfohqnE0E0kfuneX/dvg8a4eJ+mq8pXrC1ynIek2wwjyzLur8rRGTjQHXfR4ymRvNeRv0/NQP5LhE5Zc7ZtsL8WR+tRm3uv958fTGb03MdezMOPcWOb+EeGM0nTTCmgI/sfeZBX++2eKw/9Cok/w0+JlXtFJFtMALt3AwUGYSL5iI1eiJ2ikjCWpPjXlbBqH11wOhB1u8+qOo6s2a23ty3MdqzyAwJwmXTmBq9FQFzqnoR6YHR43Fjmh/isc7n+v6a+7t9H3jg7v0arVnX4+gdaM2tlfaEpY4P9iZVtZo/t4mIikhLKs3Ljrm/rGtujVVzM+9dj4isiPj7rovy9+48ZiWMjkyNjv22mePGirWvJ3EjjM+OJsf1rRCRYDbeO4OJNbOh56Sqtpk/21R1g/lGrI/RaaDERZmZrpE53QGjeS6dZ1ip2AgXzTOOe9miqnPR12U9FqszyEYk+ewmm8z3gaBvht8VAPZn8Vu2q/vrkO33QdDRpNcEoxadCY0A4Ahk9nNSpNipRFU7rf8vl02QGxHnOWKMc/SY/0YGvHUwvvB4HGVHDjfYBPetAjmDNbMcYdYa9ouIs2dbEO4ClbVPtr7Fr4PxB5LuN2UPoveAWwEjmK+O2LdRRDxJfnveCGAXgHHRNqoxzqkHxodnMuUmy4MU/j/MD8Y2AOvMgLsV5sy/qcrE/XX5PgjC3ZcvNzY7F0SkKsWaRhP6f2mZB+P/f6BqLttgNm+b97EO7h4f9GPW2gBgnvk+rorSBL0k2WbpXMCaWW7ZhvD29Ta4C2ZT0f+PM94wACB+7SWM2RR3MtYg0STUI/ofsfNbufWzxtx3VTInMO+BJ0ENIgiXzWFpiPVa+4lV+zLvQVUGepRm5P66eB+46nYvIlWJapxm7cf5fk4124Y1KNlpJQawm77VgxR99zrVwGzpgfG5EPWzIR8DGcBglos8jt/XwWjaSdRk0Iz+TQ1WRohYqpKsmayB0e063S7SG50rzA/qWIF3M5JsnnHIZtOrG/1eazTm64/Xs7AT6Y2x8iCz9zfe++BhGO/XRPe+biA+cOOML1uFiJrfAHA2NQbTLMt6Np5Xz8QSYTDLLWG9wZw98GIdYPbK6ol8kO8YT5SR8WeO5q+UamfmdXZEeb7QGOeDbRvcfThGCiLNprl0xHmtscSrRSY7vixSRu9vvPeBeZ4NSBzEUwnOqXRA6je+zAxwHs3C+MwEtqDvmWOinpwxmdcfNJ8T9wAIRhvWkYWezYOOwWxoiflHbH4AWj3ybObzs07z+UnkMStgPBNYEqPYlTCevYS9sc1molidH6bGadZag9i1vUSvrQnROxzUxzrO/GPtQfTaQ7wPxC0wnotY548MFh6k92wn1dcak9m12hO5DvG/yFj7e2Ltg9Tvb0rvA/P9amWvj3zfecTINZlUxxvzvR9M5hhTtPFl82A2/5qBbEsK5bpR5Xz9ZkBtA7A6mRaRKO/d9QhPorASEe8Rds2nrBJHgtqIP04PjCAWBFAZ7Y1udg5pNMuwEg1PhZHnsSlyf8dxPSIyF8bDZzjO+XC085jlr4XRMaBfLy2zvGhJdK3X5ony2ophJJhtijimEcYfYZ2I7I/2AWeWWwVgrdV13bwG5/msXIPOGu0aMcYSWd+6t5jl1cH4IK6C0aPR4+zl5kYqrzXKcZHXvA7GB9395uu0ymuN1n3b/JBcg74ea+tFpAmOhNIZuL9Jvw8c2zeISBv63nc9MN+3kUMhpC/RcOT9hHltdYjyJc+laCnAtgBYaQaJuFlBUiV9iZhXi8jDjv/DyCb2RvS9rk0iEi3RcKe5nwfGF5P1Ee/1NhFZZ55zp7m6J9+65QOAqJFokogor4nIVh2AKWAGioioOVwj3XLy4r6wmZGIiHIegxkREeU8BjMiohwiRq7FrebvW/OxZ2Iq+MyMiIYFEbEGR7ue2TyfmZ1CrK78Of/MjMGMiIhyHpsZiYgo5zGYERFRzmMwIyKinMdgRkREOY/BjIiIch6DGRER5bz/H+4tNJNxOGmwAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "def theory_ff(bound_dist, radius):\n", + " d = bound_dist\n", + " r = radius\n", + " sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", + " \n", + " return sphere_cap_vol\n", + "\n", + "d = np.arange(0., 16., 0.1)\n", + "r = np.ones_like(d) * 8 # Mpc/h\n", + "sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", + "\n", + "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", + "\n", + "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", + "pl.plot(8. - d, sphere_cap_vol)\n", + "pl.plot(8. - d, theory_ff(d, 8))\n", + "\n", + "\n", + "pl.xlabel('BOUNDARY DISTANCE [$h^{-1}$Mpc]')\n", + "pl.ylabel(r'Random $N_8 \\ / \\ \\langle N_8 \\rangle$')\n", + "\n", + "pl.axhline(1.00, c='k', lw=0.5)\n", + "pl.axvline(8.00, c='k', lw=0.5)\n", + "\n", + "pl.ylim(0.2, 1.2)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "e07a3382", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:59:09.569661Z", + "iopub.status.busy": "2022-03-01T12:59:09.565772Z", + "iopub.status.idle": "2022-03-01T12:59:14.421304Z", + "shell.execute_reply": "2022-03-01T12:59:14.422253Z" + }, + "papermill": { + "duration": 4.9841, + "end_time": "2022-03-01T12:59:14.422555", + "exception": false, + "start_time": "2022-03-01T12:59:09.438455", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/cosma/home/durham/dc-moor2/DESI/poisson.py:21: RuntimeWarning: invalid value encountered in sqrt\n", + " a = np.sqrt(2 * h * radius - h * h)\n" + ] + }, + { + "data": { + "text/plain": [ + "(0.2, 1.2)" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "d = np.arange(0., 16., 0.1)\n", + "r = np.ones_like(d) * 8 # Mpc/h\n", + "sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", + "\n", + "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", + "\n", + "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", + "pl.plot(radius - d, sphere_cap_vol)\n", + "pl.plot(radius - d, fillfactor_expectation(d, nbar, radius))\n", + "\n", + "\n", + "pl.xlabel('BOUNDARY DISTANCE [$h^{-1}$Mpc]')\n", + "pl.ylabel(r'Random $N_8 \\ / \\ \\langle N_8 \\rangle$')\n", + "\n", + "pl.axhline(1.00, c='k', lw=0.5)\n", + "pl.axvline(8.00, c='k', lw=0.5)\n", + "\n", + "pl.ylim(0.2, 1.2)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "59b6bf40", + "metadata": { + "papermill": { + "duration": 0.067969, + "end_time": "2022-03-01T12:59:14.592476", + "exception": false, + "start_time": "2022-03-01T12:59:14.524507", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "1dff800c", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:59:14.712024Z", + "iopub.status.busy": "2022-03-01T12:59:14.711590Z", + "iopub.status.idle": "2022-03-01T12:59:15.949377Z", + "shell.execute_reply": "2022-03-01T12:59:15.948316Z" + }, + "papermill": { + "duration": 1.302073, + "end_time": "2022-03-01T12:59:15.949633", + "exception": false, + "start_time": "2022-03-01T12:59:14.647560", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "# rand_density. TODO: source from somewhere else.\n", + "n_bar = 2.\n", + "radius = 8.\n", + "\n", + "# number of gals expected == Nrand = var\n", + "var = n_bar * (4./3.) * np.pi * radius**3\n", + "\n", + "# actual gals\n", + "exp = np.mean(rand['FILLFACTOR'] * var)\n", + "\n", + "sig_ff = np.sqrt(var / exp**2)\n", + "s2n = np.sqrt(var)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "f05e086e", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:59:16.140335Z", + "iopub.status.busy": "2022-03-01T12:59:16.139830Z", + "iopub.status.idle": "2022-03-01T12:59:20.020333Z", + "shell.execute_reply": "2022-03-01T12:59:20.021202Z" + }, + "papermill": { + "duration": 3.959149, + "end_time": "2022-03-01T12:59:20.021541", + "exception": false, + "start_time": "2022-03-01T12:59:16.062392", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "(-0.5, 0.5)" + ] + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "rand['FF_THEORY'] = theory_ff(8 - rand['BOUND_DIST'], 8)\n", + "\n", + "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'] - rand['FF_THEORY'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", + "pl.axhline(0, ls='--', lw=0.5, color='r')\n", + "#pl.axhline(3* -sig_ff, ls='--', color='cyan')\n", + "#pl.axhline(3*sig_ff, ls='--', color='cyan')\n", + "pl.xlabel(r'BOUNDDIST')\n", + "pl.ylabel(r'$ff_{THEORY} - ff$')\n", + "pl.xlim(0, 8)\n", + "pl.ylim(-0.5, 0.5)" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "id": "b85e057a", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:59:20.280356Z", + "iopub.status.busy": "2022-03-01T12:59:20.276799Z", + "iopub.status.idle": "2022-03-01T12:59:22.114366Z", + "shell.execute_reply": "2022-03-01T12:59:22.113640Z" + }, + "papermill": { + "duration": 1.991675, + "end_time": "2022-03-01T12:59:22.114548", + "exception": false, + "start_time": "2022-03-01T12:59:20.122873", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'BOUND_DIST [$h^{-1}$Mpc]')" + ] + }, + "execution_count": 35, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "_ = pl.hist(rand['BOUND_DIST'], bins=50, histtype='step')\n", + "pl.xlabel('BOUND_DIST [$h^{-1}$Mpc]')" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "2717e59f", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:59:22.315619Z", + "iopub.status.busy": "2022-03-01T12:59:22.314979Z", + "iopub.status.idle": "2022-03-01T12:59:22.548124Z", + "shell.execute_reply": "2022-03-01T12:59:22.548971Z" + }, + "papermill": { + "duration": 0.346126, + "end_time": "2022-03-01T12:59:22.549247", + "exception": false, + "start_time": "2022-03-01T12:59:22.203121", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "OrderedDict([('EXTNAME', 'TilingCat'),\n", + " ('TCOMM1', 'GAMA ID'),\n", + " ('TUCD1', 'meta.id;meta.main'),\n", + " ('TCOMM2', 'SDSS objid'),\n", + " ('TUCD2', 'meta.id'),\n", + " ('TCOMM3', 'J2000 coordinate'),\n", + " ('TUCD3', 'pos.eq.ra'),\n", + " ('TCOMM4', 'J2000 coordinate'),\n", + " ('TUCD4', 'pos.eq.dec'),\n", + " ('TCOMM5', '3-arcsec fiber magnitude'),\n", + " ('TUCD5', 'phot.mag;em.opt.R'),\n", + " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", + " ('TUCD6', 'phot.mag;em.opt.R'),\n", + " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD7', 'phot.mag;em.opt.U'),\n", + " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD8', 'phot.mag;em.opt.B'),\n", + " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD9', 'phot.mag;em.opt.R'),\n", + " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD10', 'phot.mag;em.opt.I'),\n", + " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", + " ('TUCD11', 'phot.mag;em.opt.I'),\n", + " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", + " ('TUCD12', 'meta.code;meta.dataset'),\n", + " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", + " ('TUCD13', 'src.redshift'),\n", + " ('TCOMM14', 'Quality of redshift'),\n", + " ('TUCD14', 'meta.code.qual;src.redshift'),\n", + " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", + " ('TUCD15', 'meta.code.qual;src.redshift'),\n", + " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", + " ('TUCD16', 'meta.id.cross;spect'),\n", + " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", + " ('TUCD17', 'src.redshift;stat.error'),\n", + " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", + " ('TUCD18', 'meta.number;spect'),\n", + " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", + " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", + " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", + " ('TUCD20', 'src.class.starGalaxy'),\n", + " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", + " ('TUCD21', 'src.class.starGalaxy'),\n", + " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", + " ('TUCD22', 'phot.mag;em.IR.K'),\n", + " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", + " ('TUCD23', 'phot.flux.density;em.radio'),\n", + " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", + " ('TUCD24', 'meta.code'),\n", + " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", + " ('TUCD25', 'meta.code'),\n", + " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", + " ('TUCD26', 'meta.code'),\n", + " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", + " ('TUCD27', 'meta.code.class'),\n", + " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", + " ('TUCD28', 'meta.code.class'),\n", + " ('TCOMM29', 'Priorities for targeting, see notes'),\n", + " ('TUCD29', 'meta.code.class'),\n", + " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", + " ('TUCD30', 'meta.code.class'),\n", + " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", + " ('TUCD31', 'meta.code.cross'),\n", + " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", + " ('TUCD32', 'meta.code'),\n", + " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", + " ('TUCD33', 'meta.code'),\n", + " ('TCOMM34', 'Visual classification, see notes'),\n", + " ('TUCD34', 'mata.code.qual'),\n", + " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", + " ('TUCD35', 'meta.id'),\n", + " ('DATE-HDU', '2015-09-04T13:22:37'),\n", + " ('STILVERS', '3.0-8'),\n", + " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", + " ('DMU', 'EqInputCat'),\n", + " ('NAME', 'TilingCat'),\n", + " ('VERSION', 'v46'),\n", + " ('DATE', '2015-05-22'),\n", + " ('CONTACT', 'Ivan Baldry '),\n", + " ('AREA', 180.0),\n", + " ('GOLD_NGAL', 113687),\n", + " ('DDP1_ZMIN', 0.0390699990093708),\n", + " ('DDP1_ZMAX', 0.2629899978637695),\n", + " ('DDP1_VZ', 7594754.153764196),\n", + " ('DDP1ZLIMS_NGAL', 113687),\n", + " ('DDP1_NGAL', 45293),\n", + " ('DDP1_DENS', 0.005963721679858641),\n", + " ('DDP2_ZMIN', 0.03914999961853027),\n", + " ('DDP2_ZMAX', 0.1937000006437302),\n", + " ('DDP2_VZ', 3156659.558717707),\n", + " ('DDP2ZLIMS_NGAL', 73942),\n", + " ('DDP2_NGAL', 33396),\n", + " ('DDP2_DENS', 0.01057953807776663),\n", + " ('DDP3_ZMIN', 0.03903000056743622),\n", + " ('DDP3_ZMAX', 0.1015800014138222),\n", + " ('DDP3_VZ', 457819.2340050841),\n", + " ('DDP3ZLIMS_NGAL', 18121),\n", + " ('DDP3_NGAL', 8842),\n", + " ('DDP3_DENS', 0.01931329953669401),\n", + " ('TMR_DDP1', '[-21.8, -20.1]'),\n", + " ('TMR_DDP2', '[-20.6, -19.3]'),\n", + " ('TMR_DDP3', '[-19.6, -17.8]'),\n", + " ('RPATH_0',\n", + " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G9_0.fits'),\n", + " ('RPATH_1',\n", + " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G12_0.fits'),\n", + " ('RPATH_2',\n", + " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G15_0.fits'),\n", + " ('VOL8', 2144.660584850632),\n", + " ('comments',\n", + " ['Science targets and information for tiling and spectroscopic',\n", + " 'observation.'])])" + ] + }, + "execution_count": 36, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fpath = findfile(ftype='ddp_n8', dryrun=dryrun, survey=survey, version=version)\n", + "gold = Table.read(fpath)\n", + "#gold = Table.read(os.environ['HOME'] + '/data/{}/gama_gold_ddp_n8.fits'.format(version))\n", + "gold.meta" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "a72735e6", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:59:22.732624Z", + "iopub.status.busy": "2022-03-01T12:59:22.732107Z", + "iopub.status.idle": "2022-03-01T12:59:31.536756Z", + "shell.execute_reply": "2022-03-01T12:59:31.537687Z" + }, + "papermill": { + "duration": 8.885371, + "end_time": "2022-03-01T12:59:31.537997", + "exception": false, + "start_time": "2022-03-01T12:59:22.652626", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "ddp_zmin = gold.meta['DDP1_ZMIN']\n", + "ddp_zmax = gold.meta['DDP1_ZMAX']\n", + "\n", + "isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", + "\n", + "fills = rand['FILLFACTOR'].data[isin]\n", + "pos_slice = pos[isin]\n", + "\n", + "fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", + "pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", + " \n", + "plt.scatter(pos_slice[:,0],\\\n", + " pos_slice[:,1],\\\n", + " c=fills,\\\n", + " marker='.',\\\n", + " lw=0.0,\\\n", + " s=1,\\\n", + " vmin=0.,\\\n", + " vmax=1.,\\\n", + " cmap='hot')\n", + "\n", + "pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", + "pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", + "\n", + "pl.colorbar(label='FILLFACTOR')\n", + " \n", + "plt.title('{}'.format(field))\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "75c59970", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:59:31.769756Z", + "iopub.status.busy": "2022-03-01T12:59:31.769172Z", + "iopub.status.idle": "2022-03-01T12:59:48.005455Z", + "shell.execute_reply": "2022-03-01T12:59:48.006238Z" + }, + "papermill": { + "duration": 16.358168, + "end_time": "2022-03-01T12:59:48.006495", + "exception": false, + "start_time": "2022-03-01T12:59:31.648327", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", 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XEZHaaYApIGb2JTP7aLmPc/dH0w28QiayryubvGNmV7n7axP4fFKiM2fOcOWSJQxcvDjusS8BD//4Lb58+xqW395Fq82HlvlROar5t8Le7bzw1EGaTuzjLaOspuTBAwdYsWJFpb+GiEyUGk8BMbNNRF2bHQDuvm2c4zNEmajxY/a4e75VpL4Qjks//nNEvZmZcI6dpbQa86mmJbkzvQJILGzfl9q8pYrnkiq4O4/83d+NdKEunz+/pAAJUYLbivY5PPVUH+fevkTr4GEYHIg6K1pehI4bue7KlWx/fpCBcvpagRP9/WX/LiIySWrU3WpmW4imB+4IwXGVmW0ocnyGqCv0fnffETZ/pcDh2WTui5mtMbNXgW3AIqLs1sXAfzKz42b26fGveKxqWpKvARkzy/fRaACJfWW2MaRa/W/u4+E/vosdP+jjnQvhH1+r/FzNCy9y84c+xeJZxsDss7QyBE0GQ9eSfe4Beh/9F35rJfxsH2WNUZw+pckiInVpmFpOAelx982J+zuJJvbvKHD8FkZnTeDu28zsoQLH7op/SMy22Ap82d3HTO8IwXebmVk5rcpqWpJ9wCp3b85zawq3kfvAw1U8l4xjcHCQuz/5SeaZsajJ+I3bbuXA7EFWrmzh+ABcC8yu8Ny9B5p59eVfcPilPdD/BNFMSIPhkyxady0dNxrzDsBzZQ7iH3jjjQqvSEQmXA1akmG2Q1o/0F3kYT0kgh+Au2cLHLvTzP7EzL4fzrmWPAEyPoe73wOsKn7VY1XTkvx8mdV17qviuSSPx3/6U/7NnXdyKdV1Or8F7vy167jundcz/PL/oL0dFgDPVvg8xy5dpOujL3P6hfNww6/BkkEYOokPH+fC03u4/fJZ/K/nL44/Kzel/2S5jxCRSVG7MckOoqCYlIWoZZcOfmYWL7HYGQJsB5Bx9/vzXqb7o8CjwNdS5/kSsM3d83VXnSjnF6i4JVlqZlClx0uuZ55+mtVXXDEytnjXBz6QEyAvBz4w13jxlbc4dfY0N61czeHTcMv8yv+zT12CH3wTZq37Hd48ZAz4KRh6C47sZuiNn/HTx6IA2Vzmed8+eLDCKxKRCVd6S3KJme1J3JKJNJk8Z46DZkeefSPrECfGMONxzXI8DPzAzO5LLsIRMmHLakmW9LkZMoXKUsljJL/h1/+YHZ0t3HHrrRwaJ7AcBPwauOGO1bx6IstBX8zZRfDV05VPaVoAzHm9j5aXtrPwmmvgyGF483HIPs/Rvuf4ySE4B1wo87zPPP10hVckIhMqbkmWNgXkmLuvS9ySmatZcoNhfD9f5l68LTmFcBewqazLj3o57yRK3nnKzIbMbIhoLLSsXs1Su1s3huWvrIxzbwT+spyLkXwuMdx8GceXD5VUFXc+0H/IOf6L51h45S386MknyZ6GK4GXK7yCU8C3fnyJVe99luZ//nv+p0+shnnnGfju98j+90EyF+Ay4Gg4vg0oJXdWiTsidaw23a395LYmM1BwnLEvz74s5O+eLSaMS34B+EJYhKM/31jleEoNkmuBeI5KqYFS2awlOHfuHD/6gw/zK7+5iPmf/nuYtYixL7Fh3Ez/M6Wd7yxAPwzMmcX5N87xB3ddRd8PnuOR/ihxp9zWXuwZ4Dt/8QZ/9Gf7seZhhs/O5/zf9/NXJ6MBgeR5m4mCdTOpybIpJ44fr/BqRGRC1ah2q7v3mlk2tbmDVGJO4vismWXNrNPd45JxmXhfFddR8cIbpQ5TrQfuAe5KZK4WvaFs1oIe+cd/HBlXvGzuXJ57ZDd2dBhsmHzfQQYPP1xyNvYwQEsTV67q4vf/9y9y8O1znFoaBatKA2TsrMHP/vOPufRnf8uRz/y/fOkJ+AlRXYGklUQt18XAstS+FkbfdC2trVVekYhMCCf6wy7lNr5tqXmR60lM8TCzztT++xib/XovUTfplCipJRkyiDCzhYkCAr3jVNDZWmTfjHL+/Hk+cOutvPTSS3n3916Ccxc7mMdZYEnOfn/uFV4+V/rzXZzXxPWv93Gx9+dcdeUHea3vbTJRG7Mq3zkPF96EK3cM8/T5qF8kA6QncjxHtCJIhiiR6AjQSvT3NMjoVJTZc+ZUfU0iMkFqVHHH3Teb2aYQCDuBfYkiARAFxLsJ8ybd/f5wfDwOebxQdutkKGsKSOjP/QeIVnwOK4E4eQJmHFhnouHhYT79iU/w6Pe/X9Lxx4Gmi4+DL8jdOTDA+cOnKKfKadupQb792kl+Zf6TrPnop+AXN3GOn5OhePfneJyoa/WpMzCLaOwx3/ni9uH1ROOgy4haj4PAPKIkn1PA8KAW1hKpSzUuS1csyIVEn22pbVMWFNMqnicZ+nj3A5jZrWa2lmj+yZ4Cc1OmtR//4Ad8ZsMGTp4oawoOEI1sXzh0CSxf38UgF08NUeKQJADZAVg5xxlcch3nTw2yrH0256kuQCbF6Wct5F8/8p3AQqJ1aG6eDd+8MFqj8B3A4fDzKSXuiNSvOl/hY7LUpMB5mAP5FER1W83sXuDBSgvKNpp5Vk7Sb64LTbBk3VzwPDmhfoGzF18va53Gle3QfutSblizmNNP/pwb52f54Cz4mzwDm4UCXSkGya032AmsJsp2fdcy2HUk6nI9RtSibF4OH2mB5w/AoRLrx4rIJKtxS7KRVVOWboSZLTCzz4VpIjuI5qZIiRY1w7mXDGYtzd058CL3fedMWed7th9e/UU/bYeO8O4Vd3DHe69leYFvhYNU9yZIpzBfA7wLeH8TcBTWAAMGS4HTRFmv3UNRK/MaVwK0SF0qb55kXTOzj4bG21WVPL6qIBme+PtE3awbCZXXw2LMM6IVCXDFO99Z1eP7B2DW0svIrVlzkcHsIzS9Vt75WoHrzh7i51sfYe7+7zG79Q2uuDH/f3Vbnmet1ByiAHkrsO4dcNUCeE8rLHR4k6h1+d6l0Hc5ZFpgWXOtnllEaq5BFl0Oa0q+Yma7zew/JravMbN+oukmO4B9Zvbn5Z6/7CAZovLXzWyYqFr7TuBqd7/N3R+oZLJmozt3rozU0zzOAk2X5WlVnT3C+R/+ExfK6WslGv97+9RCPvah22m5oRl7Ry8t2eG8E1wXU16FiGKGiQLu+xfD5cugdQhOzI4KCywEht4JHe2wqhXaV8LFlpp0ZIhIrdV2CsiECSt//BbRlMNHgS+a2f8Iu/+SaOrIqnD7GLCu3GpwpZalWxNq4PUTRWQD1rr7anf/Wr6JmoXWmpyO3r1mTVWP/1grNC+ay9jOS4fWf6XtxWF+Wub5DGhtOsWcj62h+Y4VsHghN12RGwyNKJmnndoEyktAWwvMvwmaroJFn4Sjp6Ps3RPAawfg7X545E14+wD016a3X0RqrXG6W9eGUnhfDrergUfN7OvAnaHhtj/cdrn7XcC6cp6g1E+pXqKcjLvdvcPdv1CsYHkoAVRokcxpZ98rr1T1+GvmQNOqdzM2VA3D8HmOzS2/ldoEXJw1wOCzT2CXXqFl+DwdfVF3aJITTcfIVnrhKXOANS0wmIGhZXD6NdgLvESUEbtkGezaDx9aCAvmwsVLtVuwTkRqrDGC5L70Bnd/ALAivZo5jymm1OzWXuAhokWWky3E+FM93Ve4ikQ19+luxZVX8tabb1b02Gbgisuged5iRmcYAgzhw7fy0EOHeLvMcw4Bi1+DBQM/g4U34raIBR8/w4f/P/h26ti4zmotUmguAd+9AB+ZBacPwPLm6LxvE73R+o5E35ze3A/DBj5cBwMaIpKrRmXpJsHiAtt3FnlMvtVHCio1SO5y97LKzJlZoYufdk6fKS/7NGkWUcur6bJfTWwdhqFjDD7/FU4criyA7c9C8xDYonXYZR9g/v+xh/8w/N/49l+Pbb3VchJGPCVk6HmYfwsc+hn8lNEvnIPAY/OimkKPnhn7lUBE6szUtxJLsTMsfwWw3t2/ApCOVyGzNZ7i3UcZSupudfcvl3PSSh/TqG5///srfuzqJvjUpzL40OWjG4eH4MBm3vjzR7l4PJo+US4fgubZc2DOX8Cc36Sp4z+yf94dLK5Vlk4eTcDPgRdeA38dnjwOLyb2twA/PwNvnI2mg6TL2YlInWiQMclQ2c2IVvso1nvZC2wHekJ3bMlqUkygEYW6gH2EpndqDbSyvPD88xVfR9swtPz6IqwlUbN16AIXX3mZJ445PxqAuYwuQ1WqUx3Ate+DVgPm0dR8iK67buHffPOH/PdDFV9uUcNEX9X++gLc/jw84YwpgjBM1CX7S4+6ecuvTSQik6YxulvjQDleGdS14diyVwOZkemFYZXrvsTK16tSVejLUs08yU+2w7n+O8DjujcDDFx8k6d2neDvH4+6KA9UcN5VF4HV18LwLACaWUnWl3KhdWL/y08C3xqCtoFo2keyc3eAKEnoKKOl6USkDjXIFJBSxRmulTy22mICHx3/qLrUk6pCv5OoGEJFjr8dpdY0Uf5UihvvgjnXfAKawiOHLjDwy+8xf2U/zUNR6aJKejT+6TzQtgSGzxEXnlty+R18+MjEfj00oozZr56BvypwTIN8QRWZuRqkuzVmZleFqm+fM7M8K0VUrtpmxfqaXMUkMrOuPJv7Gbt+WVne9+538xHgTuAGcqdaFDIX6GyH5qY5o2Vvhp2hgSd59pHjtBMtO1VJXZoVrcCbb4G3E33dcwbPniC7dknNigfkEwfAN6ibvx8RqUSDBEkz+xOiobN4NZETZvaRWp2/aJA0s++b2ZCZHc9z6wc2FXt8nepgNMsplgUws0wlJ1z/4Q/zxTlRgByk9MWNLwBv3HEFtvAaolG6ARjez6zscea1tnCaaEmpSgqQv9UCw8tXQfMwMBdaW3nXog6uu+ky5lVwPhGZQeIpIHVels7M7iRalHmtuzcRdb59DLi/Vi3KokEyVCf4grsvznPrABoxgzWTZ1scNHPmz5hZj5ntMbM9R4/mT59Z+nIv/m748Gy4lqhGaSnWAreefR8tzSuJO2rdr2Sw7Tj/978M8vNwXCvld+M2n4Ize16CIYvGOy8N0bT0Eu0nX2dFmecSkRmoMVqSPUSVdZ6CaM1jd98F3BP2Va2U7tZic0p21eIiJlmW3GAY30+3MHH3baHs0bqlS/NPxmi7fTWZBbDiOrh8DtzeHq12MZ7T86D517oxG01jGTzxz7z5ygsMXxrNDHWiuYXldLs2Gcx591I4nyVqoR6HhS2cOd5Ox4zNaRaRkjTOmOSJfJV1QpJOTUaWxg2SIb220L6CpenqWD+5rckMgLtnKznhwPmnuewktByB687D7HOlFQD4yFx46+2j4G8AAzDwIlz6Ca88dp5jieM6geuAO5pgdonXdO8SuLjvEsxZAoOzwC7C0BL8oxd5a+rf2CJSzxonuzU70U8w46aAuHsvuS9sB1W0iodPOZk75mFN8CtL4Uobv6u+Bbh8YRPLL7TBhfawdZDBN5/hu/8QLS0FUXLPeWB5GyydVXqQPLYIWmbtA/8F+Enw+dC+hCsPDrFIpW5EpJgGGZOkeHskm29jubMyKloqq9zH1KFtqXmR64GtlZ6s1S5xdlYziz4IA8Nw2uFKipddexfw3oXNzJ27BFpWE80ePM+px/fx0sBoss5i4IomWHgFXPvrUXrPeC4DuofhzNI/YIB3gfeDz4bhWTStyPCy6oqLyHgao7s1U2RfoQBa1nS/SlqSDTftI83dNwOdZrYhVN7Zl5o3WZYTrYPMn3MVbVfC7NujAAnFyxl9pgPW/pc1tN50O8y5AFyA4ReYd+k0B5PXCtzcDotWweJz8M7W8TvabwVeGYaFN63BX3ucwabLGbh4Fi68ScsLB2kf5/EiMsM1zpjkxgKzL44DW/NsHwLKKhxTSQrHRE6zmzTufn/NTnZsgAtHnmfu+dk0nRlm5RWXWPRWtERUPnOBD90ArTf8EbStBhyGBvH9F9j7+KUx5dpWAB/oghdPw+svw00Loe9Y8ZJuF4HrHA4//Gcsf/dnac1k4e3nODbXeP2IU90S0SIyI0x9V2op+oAt5Em6LGAx8CflPEElQbIWqypNK0s4zPHrB1j6ywHaFi2i9dwlugye8vyrbPwmsPKeTmj+dbDQKTt8nouvPccjj8HZxLF7gb1vw4qD0NQGLx6DqygeJM8A8wxaF83D25fAnr0MvGMhx57+bxz5JcwjKjAuIpJX3JKsfzvKLVhuZmUt4zjjEncmgl96iWXDTQwugbkHTnBZM1zywt9A2juh49N3Quvc0Y2t7TTzPM+cGfst5JYmGF4A7VfDDYuilmWhL3hNRCuGHAaONsPQ28/QtGw+g82HufjKSxz52S7mnIqKHtwCXD0f1i2ZNXOr3ItIYQ3Q3ToZK1Tp87EGLu5/B7MuP0PTwUPMngfeCq9TODv61g+00dLxOcbOfGzh4pMXeS117MlhOP8avLkM3lwJiy/BhdeiLtuzqWOHiQLlOmDBafjFf36COSv/N9qHm3nh9Fke3nqIXaeip/3IAnjjPPzPf/FF/v6vf0DHnHM89N2yFuwWkekqngIiCpK1sOOxf2X9NbDybeAsHDwUdZDna/HNAbqGZ2OtlzO2IW+cuHZBFDcT384WARcuQPsQnP8lDJ2LMlzTATIWr0fy2BG49QQc2PIw51c5F38MT56CzwCPD0FzM/zuH/5bnvvJSa6+cjVzXvlB3np9IjIDxVNAGkhYWHkL0MXo2pJ9RGtJ/hd3/2El552xiTu1dGZgHkc5w/FeuDYbBbA55NZcbSbqLm3pugual+WcZ3jVbazi+2OWkXplFnziJph7CD7yHnjxFDxUZOW0V4H3A+cc/vUidOx2HvkxvOpR7H0B+ONu+Jfha1h5dRt3LF7FWwfOcm7ZRZ7Y/z1+dqSSSrHjW0D0+2sNSZEG0RhjkgCY2UNEi1TsISpyng27MsBtwMNmthu4291PlXPuSoKk+uRS3n3gDCuvhMcvwquXotbYi3mOuxq41AKL51+Aptz8J3sJrki1JI9dgrf6wJph2VF47CVYThSIj6cfT9QNO0hUGL0F+PbZ6OcsUUH1l4EXD8PR+Qu47ObryXA1mebj9B98jZtuXM3PjrxQ3YtRwCmihKMzjPbizJpT6nopIjKpGidxBzPbA+x093vGOW4TsJ2oAHrJyk7cKTeTaCZ4xpdw+inILILdDs+Qvzv0JeDGZmibdRX5KrFeaG/lWGqJjgxwTVvU3drcBifnRUUK0gESRocRDhOVD/p++PkA0fv9MmBuGzyzZBEf676L5rZrmbNsMQtvyzB/8WL+6AtfnLBMrpVEgTrZTh0e0KCHSN1qgIo7ZvYl4EF3/8p4x4Zpf7vCY0pW889EM/t8rRe9rHd/dvgot+x33vHVv6X5ist5ktHi5GmzmmDWdRlyX/oB5q65jrbUoGAb8GQ/tF0Hu16BYwPRGpOFDBFN8biKqFV5imgR5LlEWa2fvAWuf3cX11+/kAtHjtB08SC2eAXzP9nJ4I8eY0lbJatXju84sIyxZfUWL1kyIc8lIlVqnGIC6939a6UeHI69rZwnqCpImtmCMFiavIgHgHunSfm6sqy957N8/cBbvOrO8QsXuP3978855lQrDJ07nPvgIXj9X59imLF94OeB7GxovX4Ry1bBLZei1mKxUPYYUavtJRip3rMMWDUb5p+GzKXXOTX8FqvaXqe1831gC2m98n0sumUNvza38LveKK9/fi5RItH1MFLAYFZi/6BakiL1qXGC5P4KHlNWakTFQTKsBp0F9oVyPw+a2adhJFBmKj33dNDW1sajP/0pZ9w5487u55/n5uuvZ2iu0fze3yMn/2kYMh1XMdAytkvyFPBGFr73Tyd4/HAL/Ra1FAu9N/vDY95ObFtCFFiHHF5th1lLP8wrzxs+dw00z4c576C57QYW3bWMf/un3QUD8ByieZilWkhUIm9RuJ1jbEvyzJkzZZxNRCZNjVcBMbNNoQxoj5mVtc6jmRWrq11JLmC2nIOraUmuCitBdxCtDH0C+CszGwpZRGUVkZ3urr/+eh5//nn+6eAwrbM/kHvA0ACDJ19gZef8nJU+Zs+H29ph2aFB9h2Pkl+KaScKkoOJ+1cD71wO638FTh59lqubDJZdDq0tQCu0ttJ61e+x+q5beVeB87YStUhLTW/+jSa4C/hfFkcBsx84kti/5LJSl6cWkUlXozFJM9sC9Ln7DnffBqxKLTAx3mPLqpBTgrKqxlUTJHfC6ErQ7v4Fd+8g6u/dRrQytJRqdjPDcy/jvR8c4EJq16v9sHcf9J+EQ4Mw3iIeB4gSh+Jgui/cP3AIdr84ixtvuosrP9RBU1s7YztQW2m74lf53K35z3ueKMiV8g5rJiqNd2wOPH48CpLpv6ehwYmZbiIiVaptd2tPagGJnZTQiCqxfFympCuo4jElBUkzu8/MPp1KyOnId6y797r7A/lWi5Zi2ljz6T/ltx84z99s386sWaOjd6eBnw3Bkz7adTqe5Hs3PtMy4NyhS3z7sR+yfMUVMG9hzuOaZt/MioE5Oa3FpnA7VOJvkwEG2mH5YrjO4L3kBskTJzRrUqRu1SBImllXns39RHMax9NNaIwVUXAVkCKrg5TV3VtqHsbm8K+bWR/RDIOdZvZ1d/9iOU8o4/v0hg18ekPUGzEwMMBnNmzgu9/6FieorAN+FXCbwVALOB3cefViTp66lnmnn4e1y8ce3DqH1d3vYMkv+zgaNrURzc08SBQoS8n6ngsMnYbzp2FJC7w8mFvsvbOz1r0oIlITtau4k6+QVxbAzDLuns33IDPrBh4iqrJZTCWrgGwq8Vig9CC5w93vCd8K7iRaU3IjQBiE3UY0Le/RcqsZSHGtra1sf+SRkfvHjx/n9ptu4vDhPBmyBbwH+KXDv78RBtr62XPQGH7ix1zxmd/NPdhbOPFYPzc3waPD0TjkDUR/LwMwZq3LYi4QdQvPA44M5h8pX7l6dcm/g4hMstpkrmbybIsDWgeFk2gy7p41GzcDom5WAdkMI12pX3P3u0LSzlrgK0SNlYeBE2b2ipl9fSZOAZkMixcv5tVDh0ayZr/5ne+M+5iFwOrlcHIhXH8Y3n7jZS6fPcCQp1OEgFa45ZNruKMZriAqgngt8A6igFeqVqIvow8Df0M0LUVEGkR5Y5JLzGxP4pbszsySOzQX38/b+jOzDakxzMKXOQmrgJQUJN0971wUd3/K3e9PBM04aWcVURNYJtj6T3xiJGC+ffYst91+e84xR4AVc+HMOXjzk/Cpj13i4NO/wM+fJScNx6Ft2VmuXh6NI94FfAK4kaiWU6lTQOI5lfOJxlHzdS9s/MM/LPFsIjKpypsCcszd1yVu2xJn6ie3NZkByNfVGlp5OdunUk0r7qRammVVNZDqtbe388MnnhgJmt/atYvFs2czrxU6r4XutfAPL7Zz4bzxwU/OpWWekVuGfZiW3/pjPvxx40OtcM0C+Eg7HAUeJSpUXop+YDfRVJTT5K9A9Nrrr1f6q4rIRKvBFBB37yU36HUQ5bXk0wV0JuZTbkzcL9pNamZXhfn6r4SpiEPh5wfN7CPFr7SwomOSZvYld/8/Kz35RJ9PivvonXfy+vkoPA0NDfHjb/wpH/vg4+x/3Jj3D29yQ8uPWPSR1LikNdE0ez7tH7+K93xvP2cNLjRB9wFYPQCvUFqF+3nASaJR8kLjmIsW5mbXikgdqG2B822pLtT1wEiBgBD8usI8yjHdrGFMsjPVOs0xlauArAdqGdRqfT4pUXNzMx/93a9GdzbA8LlzMHiR3M6EZrC5NN/0Hq76xH58L8xaBqsPwVmDb483STM4RvTu3E/hjNybbr65gt9ERCZFjYKku2+OK+4QFQbYlwqG3cDdQDpA9oTtnWEFj20FumgndBWQ8YKkmdmD5Zyw2LnQWpR1o6m9nagWT9ow0EVL5rdo+uw+htuegvmw/IUhWvuiJKBSLCDqcr1E4eIHly3LXVNTROpAjRddDitwFNq3jaj1V9L2pMQqIOMWOXf3+83My+3RLBok3f2uUk8k00ULtCzAmk/RvPwizR9eyMDrWVpWwuy+KMu1FAPAu4haki3kjnxC1LoVkTo19cXLS7He3UtuGbr718pt+FWy6LJMd2aw+Pei22poPfkyh/7uffTRz6slnmKIaK7kMIX/1ubNK2dSiYhMmsZZdLl+VwGRGWThNdyw+zj/wZ1/cR+pBlRMM1GAnEXhWq8lTBQWkSkyNFzabYrV9SogMkP9zfbtI9NM3spmufezn8055ixRJmyptaJEpH40znKSFZm0VUBEWLhwIX/1t387EjT3PP88TU16W4k0uhqtlDXRMhP9GH2aSU1dd/31nBoa4ow7p4eHuee3f3uqL0lEytRALcm6WQVEpGxmxn/9xjf4r9/4BgBHjx7l/WvWcOhgqWXSRWSq1EErsRR1swqISNWWLl3KK2+9NdWXISLjaJzk1olfBaTiIGlmnyOK4nu0PJaIyPQR1zevd3WzCkgB64iK1CaXx/q0mZVaA1tEROpQA41JTriKg6S7fyHP8ljpNSVvqdF1iojIJFKQjFSd3ZpnIebbgKfif81st5nNr/Z5RERkcsSlWxtgCsiEq/kUkBA07yEqOttEVHW9t9bPIyIiE0ctyUjFQdLM1oQu1S+Z2VV5DnEYqf5+r5ndV+lziYjI5FFLclQ1U0D+E1F26xeALWbWS5TIszvsvy0+0N17zazoWl8iIlI/ZkIrsRTVBMmdYX7Kl8O8kw3APcBGosXrPw8QWpBbgeNVXquIiEyCRpkCMhmqGZPcZWb3mdkad+9z9/vdfZ27d7j7be7+dDhuLdG45L6qr1ZERCacpoCMqrgl6e77ga+Y2Z3jHKeFm0VEGkgDVdyZcFWXpXP3R2txISIiUj9mQlJOKVS7VURExlBLcpSCpIiI5FBLMqIgKSIiY6glOUpBUkRExtAUkFHTLkia2QagE9hBtBBnD9GaY32JYzYRFULoAHD3bVNwqSIidUstyUjNa7fWgQ6ilar3AfuBvlSA3BK27QjBcVUIrCIiguZJJk3HIAmwCFjl7ovcfUdqX09q206iKkEiIhKodmtk2nW3Arh7Fsimt5tZV57D+4HuCb4kEZGGocSdUdMySJpZD1Hw6wAyYSUSwv3+1OHZ8JhMCK4iIjPeTGgllmI6BsldQH8c8Mxsq5n1hPHHTJ7j46DZQf7WZw9R8g8rVqyYgMsVEakvakmOaogxSTPLFLsljw3F1rOJTTuBzeHnLCGjNSG+n25hxufbFgq3r1u6dGnVv4uISL2Lp4CUcpvu6r4lGTJPbxvnGNx9cwiYJ4BFiUCZJZoSAlEgzKQenoGRcUwREUEtyVjdB8mQiZrOUC1mcyrgdQK94Vy9ZpZNHd9B1EUrIiKouzWpIbpbS1WgNXg3cF/i/rbUvMj1RItCi4hIoCkgkbpvSVZgW6iokwVWAVuT8yJDt+ymRGWefXnmUoqIzFhqSY6adkEytCbvH+eYovtFRGYyp7atxHJLgYbjIcpH2T2Vn9nTLkiKiEj1atWSDKVAd8c9dma2xcw2FOrBM7Ot7r4xcX9vSM6ckkA5rcYkRUSkejWeAlJyKdAwQyGb2ry10PGTQUFSRETGqFWB8wpKgXYAm8ysM7U9fX/SqLtVRERy1Ki7taxSoO7eZ2Zrkys3Ec1AmLJpegqSIiIyRpmJO0vMbE/i/rZEYk4mz/FFS4G6e2/8c+h+7QbWln45taUgKSIiOcpoSR5z93UF9mUpsxRoynbgzlTLclIpSIqIyBg1nAJScSnQkBW7OdmynApK3BERkTEcuFTireh5ogCXTW0etxRoKPayMw6QBRKAJoWCpIiI5KhhWbqipUDNrDO538y6iQLpnrDSUydwbzW/SzUUJEVEZIxaTQGBqBQo0GlmG0IlnXQp0G7CPMiQqLOTKIieCLd9aAqIiIjUi1rXbi1WLSdkwm4LP2cBq+FTV01BUkREcsyEFT5KoSApIiJjaBWQUQqSIiKSQy3JiIKkiIiMEU8BEQVJERFJqfV6ko1MQVJERHJoTDKiICkiImMocWeUgqSIiORQd2tEQVJERMZQS3KUgqSIiORQSzKiICkiImNoCsgoBUkRERlDU0BGKUiKiEgOjUlGFCRFRGQMJe6MUpAUEZEx1N06SkFSRERyqCUZUZAUEZEx1JIcpSApIiJjaArIKAVJERHJoZZkREFSRETGUHbrKAVJERHJoSAZUZAUEZExlLgzSkFSRERyqCUZUZAUEZEx1JIcpSApIiJjaArIKAVJERHJoZZkREFSRETG0BSQUQqSIiIyhoLkKAVJERHJoe7WiIKkiIiMoZbkKAVJEREZw4GBqb6IOtGwQdLMNgC3ufvmPPs2AX1AB4C7bytnv4jITKeWZKThgqSZdQNdwHqiQJfevwXY7e474vtmtiF5v9h+EZGZrtbFBMptmNRTQ6Zpqp64Uu6+y93vB3oLHNKTCng7gY1l7BcRmfGGSryNJzRM+tx9Rwh2q0JPYE2On2gNFySLMbOuPJv7ge5S9ouIyGjiTi2CJOU3TOqqITOtgiRR07w/tS0LYGaZEvaLiAhRd2spt2LKbZjUY0NmugXJTJ5tcVDsKGG/iMiMV8OWZLkNk7pryNRF4s54v7y7Z0s8VZbcYBff7y9hf75r6wF6wt0zZvZSidcy1ZYAx6b6IqYRvZ61p9e09q6txUmG4Xuno/+fUsw2sz2J+9sSiTaZPMcnGybZ1L5yj59wUx4k46kc4xxDvqkeefST+yJnIAq0ZlZ0f74Thv/shpsiYmZ73H3dVF/HdKHXs/b0mtZeKlhVzN0/XovzUH7DpNzjJ9yUB8kwQFuT6Rfu3mtm2dTmDmBXKftFRKSmym2YlN2QmWjTbUwSYFsqXXg9sLWM/SIiUgPu3ktuF2nBhkm5x0+GhguSZtYVJppuAO4xs03JjKjQLdtpZhvCcfuS6cTj7Z9GGq6LuM7p9aw9vaa1V4+vadGGiZl1pvbXVUPG3H2qnltERGaARAWdTiCbrKATkiPvdvf1pRw/2RQkRURECpjyxB2RemJmW919Y2qbCuaLzFAKkg0mfCBDNG1md6hjm96vD/QKhJqRnXm2qWB+GcK85x5G32d7QkJGvF/v0TKFLslYRn/3k8jddWuQG7A1dX8vsClxfwuwodL7M/lGFBy3ADtT20+k7ncnjxlv/0y7EaXr703c7wG2J+7rPVr+a7opdb9Lf/eT+PpP9QXoVuJ/VPThsyW1rYcoOze+fyK1Xx/opb++PXler648r1lX9N1y/P0z8UaUhdiT2pZJ/Jx+vfQeHf813ZtnW/KLh17TCbw13BSQGawD2GRmnantnaAVUKoR1ih9KM8uFcwvXw+pOW0eJoHrPVqxfjPbHt8JXa8Php/1mk4wBckG4e59wNrwb2w9ox9I+kCvXMbzV/PI5NmmgvkFJL7AxfOQexJj6KD3aKU2Al1mdiK8nv0+Ouat13SCKUg2EB+b/JAh+jYYZ2Jm8jxEH+jjGCfJJkuNC+ZPcyO9HD66YG6c3AR6j1YkfDHeSpR4s4Wxta4zeR6i17SGFCQb13bgzkTLMos+0MsSWj7ZIoeMV0ey7upMTrH4fZQssr0LiFuTWfQeLZuZbQV63X0tcDfQk+h+zaLXdEJpCkgDCt/MNydblkzACigzQBfQkUivX0/UVdgD7HIVzC9XH+S8n7Iw0vOh92iZ4jFFd4/fczvMrBfYFw7RazrBFCQbTKhpuDMOkGbW5e69+kAvX7qb1cwAOn3sHLJtqS7ZvAXzi+yfMcKHctbMOhM9HJl4H6D3aPk6GA2IQNT9amY7ws96TSeYulsbSMjC7AD2mFkmdBfemzhEK6BUKK4fSdSS3BQnNbgK5pfrPsZmTt4LJNeC1Xu0DKEFOWa93fDeTCbw6TWdQKrd2iDCH8aJPLt2uPvdieOKFgaup8LBMj2lMlrxwtVh9B4tQfgyvJFEi7Lc10yvaeUUJEVERApQd6uIiEgBCpIiIiIFKEiKiIgUoCApIiJSgIKkiIhIAQqSIiIiBShIiiSY2c5w2zT+0bV5vsl4nkqZ2Zb4NZnqaxGZCipLJzJWNlmcYaKE6kmd1Pm6fqGiEMn1DEVmErUkRcZhZp1mtt3MPLHsU1XcfVeoepLN83xbzGxveL58i+Ymj+0Ox+1NFGoXkRpRS1JkHKFY991m5sDuSXi+zaHW5r3h1lvk8Ez49/OpVWFEpAbUkhQpQaJFN5mrJ2wFCrYOQz3f7GRdjMhMpJakSGm6gb5ia/CF7s5VRc6xM14XsBTuvsvMMLPuAo/rDusLlnpKESmTgqRIadYzTityglZWeIhoCS+t/ycyBRQkZdoISwrF2aJr3X1jmMqRje9XcfpuonHJHqLV4NcTrR15f/GHVW0rsJdoqaQR4XfNOwYZuoYfIMqeXcnoa3IbsDvfepfhMfcyuhzTHo1xiihIyjQRxue649ZcPLfP3deHJJgeM9tcrLu0yLnj8cj1iUC7I2SVbqvinN1AJmTM5u2KDSvL95nZhlRw6yq0uHN4zN1EAa87cdyO8Lp0JFu9YTrKZndfn9i2wcyyIWlJZMZS4o5MF/ekujs7CC2tECRWVRLMgu5wnpHWXAjK8fOUzd173f1+dzd33zzOWOVWUi3JEs7fF/5NB9LNwNbE9cfn35w67gGg6PQTkZlAQVKmi4dS97uAkSoxVbaI1gPp8cZ1RIUHJqOltQPojgNbaIVW1BWa6EJdF87VCXTm6Vq9s1BLVWQmUZCUaSHZSoy7R8vJJB1HN4mAG0xaMk0IxL3APWFTZ5XBuY9ovJLEv+nn1HikCAqSMj11U2FLK63I/Mh7gAdr8RwlSna5Zqs8VydRoCTxr4jkoSAp00LoNozdC+xJ7MuE5JRK5MyPDIEzE3dHTlI5uIeArpCEtGe8gwsJ156NW9mhRZrN9/qkXlORGUlBUhpe+IDfF2qsxi2/bOKQniq6XvPNj1xHaKmGAJkeD62FzmSQCkF6F3BvOQlIIagmbQE+n9p2d9iefJySdkTQFBCZHvqIEmvi1tCdwJZEC6+aSf4dpAIIYYJ/CEBFq/BUIkwJ6QHuNbP7Egk0W1PHdTPaBfuAmW3NU9CgNxyXIZonuSX9hSFU9tkcnjeuTdun6R8iYO4+1dcgUjfMbPtkLJU1GczM3b0mNeum0+siUg51t4qIiBSgICkiIlKAgqTINGNmXWa2Pfy8XVmqIpXTmKRIgpnFRQN2TkLx8roXknniaSMak5QZR0FSRESkAHW3ioiIFKAgKSIiUoCCpIiISAEKkiIiIgUoSIqIiBSgICkiIlLA/w+xUKF7iegpqwAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "for idx in np.arange(1, 4, 1):\n", + " ddp_zmin = gold.meta['DDP{}_ZMIN'.format(idx)]\n", + " ddp_zmax = gold.meta['DDP{}_ZMAX'.format(idx)]\n", + "\n", + " isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", + "\n", + " fills = rand['DDP{}_DELTA8'.format(idx)].data[isin]\n", + " pos_slice = pos[isin]\n", + "\n", + " fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", + " pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", + " \n", + " plt.scatter(pos_slice[:,0],\\\n", + " pos_slice[:,1],\\\n", + " c=fills,\\\n", + " marker='.',\\\n", + " lw=0.0,\\\n", + " s=1,\\\n", + " vmin=0.,\\\n", + " vmax=1.,\\\n", + " cmap='hot')\n", + " \n", + " pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", + " pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", + "\n", + " pl.xlim(100., 800.)\n", + " pl.ylim(-100., 100.)\n", + " \n", + " pl.colorbar(label='DDP{} $\\delta_8$'.format(idx))\n", + " \n", + " plt.title('{}: DDP{}'.format(field, idx))\n", + " plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "7218e9c5", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:59:48.200789Z", + "iopub.status.busy": "2022-03-01T12:59:48.199437Z", + "iopub.status.idle": "2022-03-01T12:59:48.204437Z", + "shell.execute_reply": "2022-03-01T12:59:48.204776Z" + }, + "papermill": { + "duration": 0.091632, + "end_time": "2022-03-01T12:59:48.204902", + "exception": false, + "start_time": "2022-03-01T12:59:48.113270", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "cmap = plt.cm.tab20c\n", + "\n", + "cmaplist = [cmap(i) for i in range(cmap.N)]\n", + "\n", + "cmap = mpl.colors.LinearSegmentedColormap.from_list('Custom cmap', cmaplist, cmap.N)\n", + "\n", + "bounds = np.linspace(0, 9, 10)\n", + "norm = mpl.colors.BoundaryNorm(bounds, cmap.N)" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "id": "9f87845d", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:59:48.342066Z", + "iopub.status.busy": "2022-03-01T12:59:48.341070Z", + "iopub.status.idle": "2022-03-01T12:59:56.851806Z", + "shell.execute_reply": "2022-03-01T12:59:56.852583Z" + }, + "papermill": { + "duration": 8.586939, + "end_time": "2022-03-01T12:59:56.852854", + "exception": false, + "start_time": "2022-03-01T12:59:48.265915", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "for idx in np.arange(1, 2, 1):\n", + " ddp_zmin = gold.meta['DDP{}_ZMIN'.format(idx)]\n", + " ddp_zmax = gold.meta['DDP{}_ZMAX'.format(idx)]\n", + "\n", + " isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", + " isin = rand['DDP{}_DELTA8_TIER'.format(idx)] > -999\n", + " \n", + " fills = rand['DDP{}_DELTA8_TIER'.format(idx)].data[isin]\n", + " pos_slice = pos[isin]\n", + "\n", + " fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", + " pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", + " \n", + " plt.scatter(pos_slice[:,0],\\\n", + " pos_slice[:,1],\\\n", + " c=fills,\\\n", + " marker='.',\\\n", + " lw=0.0,\\\n", + " s=1,\\\n", + " cmap=cmap,\\\n", + " norm=norm)\n", + " \n", + " pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", + " pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", + "\n", + " pl.xlim(100., 800.)\n", + " pl.ylim(-100., 100.)\n", + " \n", + " pl.colorbar(label='DDP{} $\\delta_8$'.format(idx))\n", + " \n", + " plt.title('{}: DDP{}'.format(field, idx))" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "7478d4fb", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:59:57.087448Z", + "iopub.status.busy": "2022-03-01T12:59:57.086558Z", + "iopub.status.idle": "2022-03-01T12:59:59.318140Z", + "shell.execute_reply": "2022-03-01T12:59:59.319067Z" + }, + "papermill": { + "duration": 2.356311, + "end_time": "2022-03-01T12:59:59.319360", + "exception": false, + "start_time": "2022-03-01T12:59:56.963049", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'DDP2 $\\\\delta_8$')" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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RLk8N5Cy1UwAfq+rXQDNepqqXAH7WHiOkOrwfdKm1YW2XutSGNCB98pc0Wn0EuSP+jqVuVa9R984T1yMWBwvPggjzWq7I+HukrCnL8s59d+865ToPKfdqztrPWfOx6Je6BKd2HQ7xVkxFTtTeqhH4oarfAAzdJ3XiCZbXC7dcRVZaqzFOnduzrErSeXlK3FK5xtYTxFSdco1peI286+i5Kr3joVVU0ljH+1IdgFCUw8/xNfbcoznL1CNnCcbpvO3UMe+eltRrKuayVEvIidrNPipRgog8W7oO5HBJNeReYz9mPMNrYMPtUovPcgumLEfP9ReWlxLc1L74msRi43UYQvGwhDk8Hn9n69zhsdhqSt3HOH8onLlrkcI6d/i9PEo6D6k8loXp1WUu9mmFlZATtdQVvrF2ishPB9fGQUSeALg7dbnk8CltjLwef5cnbmzjXrxVfqnQ5X70uQa81PXUpx45t5l1nVLleW4zy8Kx0lji4rkHLWuqO5a7x/H5rDJjy836rjlL2LKu43Se9Zoj/M45S3dupnZbTkFO1HaJY943eTSsKjYiQjEj78hZHVYjYVk43n+v4fUaOGvbqkdKJPpYTVM0IF6v3ur1W/lSVmBYZnzcs2JKv2vKnWils7Y9l6X1vTyXY8p1WNIZmII+5U9tSQ3p2O2T3Dy1RyLyM+fYrrWgvrNvfJVucQLgBYB7M5RNDgyvh1xqUcX7cwIVlu0JX06o+oxrpBqg3PFcnlxjbF2b2EKKr4WFZ615AuhZebF1FX8Py/r20uTqluscxWWm7qn3PFrWX8q6Ku3EWGWPLTNFjUIWkhO1awBPALwpLO9HAH41qkYBInIC4HMAx1OVSdaJ98O1xMdrlEv2eb13y+KLzx+XZzW4VoPtNfrWNfCEIWfh5sTe+o6l5BrSEjEKj1nX3GrUc649T8hTIpASv1hgvfxe/eJy+nSGUnWx0g5hKk/B3ORE7UKbhYqLkWndhTtVvcn9iETkFO0Ug/fff3/C05OaKXVRlRzrSFkV8TlTlkepRZSrY4mAeJajV0ZOKHMWVWl9UmXmhDb3/WPRyFmU8TXJCZglLKl9VpmW+KWs+/g6pNKUdBSG5EtxKIKYW6X/130LHJLHQkQeqOpF4TnPVfVYVY/v3LkzxenJAZByK3rpQvo06KmyLIun5Jx9LR6PIVZn3wZmjKDFlkQsQp6VG5cR57eEy7PYwvTe9/HSxULo5bHOaz2LuY6Td66+9y/3LA8h1dlLsU8Lr3hB433SWns3S9eDHA6e9ZFqZL1yYlJuuu6/5XYqPedU5BpLzyXat/zSdKHIhPXy3GupbUv8YuI08b3yys91iCz3aJivS5Nzd8bkOj656zOnkKSs/KnPNTXFoiYiPxaR5yLyRxH5c/v3x3bf30xcr3sA7orIaetafBRsMxpyw1i9V6uX7KX39ll4lqDVSJc0uH3PWUpJz79PHbx6lOSPLaiUtWC5/6z/Xv64w2JZ1HE9LHEqEfucAHodqiHk3I5zEl+TmsSqlNJV+j9HE4V4hWZR45v20A7ARwB+JyJfAvhEJ1jBP3Y7thf6rqqejy2bHA4pd1Gq5xzutyy13Dlj+pYxJn9J7zv+XqV1Lq1HLl3qeCwiOTfaEEpFL05jdXysfdb4l2ddxnlS42He/lIs9+bUHKKIxWRFTUSuALxQVS+0v0t3BuALNAseT0ZrqX2CxlI7A3CuqjdTnoPUhdWAeA2N5aopsZxK6xHWJ9VQW6SslSnqNDSvR2l9U8f7CpjVEfG2w/1hXu/exBZhbEWGaeKyrc9WJ8sSAU84xwpGaf6ceI4V19qRzJf/ZZvmt0WFNa+pUVX97xPVrzfHx8d6dXW11OnJTFiuqhKLoZSx1tg+2KfFOOf1SI07Wu67knRe5ya1HWJZZUPKmNIS67OvNI/n8q1N5ETkK1UdNJUrN6Z2v1TQAKBN+9GQihACpF1KXU87tqD6lGOVW7KvBqZy2w1Jm7JgLFKWiWcNplzMfepaki92S6bSl1iPXv4+lnWpeOWuRyqPZZnW+rwPJSdq3wwo8+2QihAC5CMTLZfQFOeyGrlaqKHR8a5Jajyvr6VsfbbOEbvzws+xiIQdodSzk3Jhet+nRLBSQuftLxXlmp/ZJcm+emZAmTcD8hCS/LHH42d9xrW2yJDefGneMWNuJXk8V2Cp28yyPsLnJRY5q3zr+UqlT1melqBalFqWXVqvzL7jmmtjjnlq22xFNsDcP44+P/bSuvQJaqiVOYJC9nVdxo4xWf89y8xzpcWCFp+jxJ2Yewb7BHFYn73zxvtKXLclwSxrZswq/VPmIQfAFD8O70ed6l3GA/djG91cD3sLeGMsVpox9Gn4O1EK/6z9XbklZcfCZFk4KdGLv4dlfeXObYnj0PHglHCX7NsCY1bp99gB+Mdh1SFrx3LxeD/UWMymYqtCFlIyHjT1dSopr0+UXs5dlxKN8ByptHFZ8f/4Gc0Fe+Se99z3StWNNMyxSv/ZqBqRVZL7cXvjKCFjA0OITSpoYuryvc+A724MxccThRIRi+tj/feE1Otg5US2RDxLA0NojZVR+yr95ACxfoB9t61yKGj7YU4LzRO0bl+cz+v0hOlD0ej2ey6/+Hj4PxXQER+3OmhxXeKyvWtilRNT+vugyFW8Sj9ZF5a7K/4c9sStNGQeSq9xaYOZsigsQcnVwxI/S3DiMq1xWeuc8XPnjdtarsf4nLFllqqz54YsxToHqXSVfnJ45CKyUsdKerFkf+TceLnGM7aI4oY+FpJUJyb3LMTnCgUp5RqM01mCk6pHqnOWs8xyFmofKGS3qXWVfnLg5Bqj1OB6SX4yjJJGMGWleMfDNJbFk3IPxnljwbPGXr3vE4pbXN+UxeeN53WfvfPE3zdMb4mbVWfvmpBhVLlKP6mXnB8/bsRK/PwUsP0x9FrHjb1njXguMSvoIhVEkXJhes+gN46Vcnd6Y2W5uljjaF75XhkWHCcbT/Wr9JO6sBog67i1TfGqn1gMcmNLnruto68Ievnjc+dcjJboeONP3phc6ruUCM0QMfIsWFJO0v0ozSr9z1X1N7mCVPUpgMs2D1kJfYSoNG08EM8fbj2kxn6A252UuJNjBUekBC3elzt/XJfwvzeeZtXHOxaWYY3/peo2VaeNnb9x5Cy1+6pabHmp6m9F5PnIOpE90Net4TVC4f8cXq+cP+L6yN0r6957Y1lWIIZ1vpJ98blSY7OxWzAWYc9StFyGlliWuEyHQPfjOLhK/0bJuVn6CE3puAGts/rwxCQeD/LusRVs4bn2wjTx5247/kulTbkeveCO1Hf2rLjSQJExeL83/k76w1X6yTtSvW6LlPsoZ8XROquDEss5FAkrGCMWkZxr0QoaCa0qy20ZnstydYbnsVye3vmt75wbx5saWmPTwlX6iUtuzCPcb6XPlUfqxhI3bzsWJssqtywba1ws/B+LWWocLXYnxuexrDkL7zmd0rsR5uPvYlq4Sj8pxnI1heR+oLTO6iE3XpVLE6a1hMYKvEgRW2GemHVpc/Us6YBZ43K5OnrpPNdlDgra9HCV/o0zJGAEsN2TnsuyxJVJ9ofl1gvxGu9YpDyLzDtXalzMEpZSiyk3vhbWo884W1x+LLglefoeI+PhKv2kF33ErIOCVhehmy7X6HudlLCc7nNsQZXm9Y5b43Sea9H6DqXjb952XH5uX+lxCtq8cJX+DWEN9qfSxp9TjUych+yHnNXlkbLOLAssNZ5m5Qnzxf9TxzyXYM7VaAlbXJZnpVkuTnK4JEVNuUr/Jki5ZeLGyBM7sgxTXvucCy/ctsbLcuNeKYGKnyWv49XH1Rh/pktwG3CV/hUxVHBSP/TSMsj8lFrXXqNvlRWLgvXnBVVYQR254A7rXFadre9guQvDz16+3LhZiZU21W+Av6X5oaitiJLGLMQbZ/COpc5H5meIazE1rmURB0RYLuaSca7w3Kl6p55ZzyIs+R590465ZjlKgl/IdFDUVkofURraaLDXOR+ljV+uI2OJVIhnQYVi4o2Xdenjc4Rp4gY9HvOy6u1ZYCnLz6p/H/p2CIeWTeaHorYCcuLiBRKU5iP7x7v2qUg8z/IOLaaUizAWDatcb5wrF1gSlxs/h+EzmnMXWscssSyFz/m6oKitCK/x8cYkyOHhRSGmxqTC/SVldWljoYkt+5zAxXUreT5T6VJCWfL9PPibWBcUtRXQ54ef63XzB354WO7j1H32nhfvebCEKk7jWUrxfi8wJeW29OrniZlXT7INit58vRTSvHgUaN6u/aU272wjDin3Udi4eGNoXVqyPCkXXnw8dW+tciwXYC7IIzxHjOf2C92Ilgvce16t8q069nFPku1QraiJyDNVfRRsf9U++JsStj4/9hL3IkWrDlLjYCWMiYRMCVN3PBahUtdgXEZJAEbOKqNAkT5U6X4UkR1uv8LmGYBHtxKvnFRDkItezJVB9o91z/q4z0rTWqJQ+hx4QhiXEwuhVYY35hfXtcSFTkgJVYoagCMAZ3J7yS0uwdVSOk6S2kf2j2Xp9AloSKX1xCgWGK8TlHNHxnlKXKRh3tIISXbCyBiqFDVVvQbwYfu/4z6ASyu9iJyKyJWIXL1+/XovdVwCq9EC8mMNFLQ66XtfctGD4XZpOL5n0VnuRIucAIUBItYYWs7LQEhfqhQ1AFDVl93n1h15Asf9qKrnqnqsqsd37tzZUw33R+5H74kdG4v9U9r4D7FGPLGyKLXWc89Ln2fIs75SFqQVYELIGKoVtYgvAHwcWW6bh2JWH944UyrkPkUqqjBVVt9xNE9cvCAka38uUKlPWkKGUr2oicgTAI9Dy21rlPz42UDUQ4lgDY3ui+d15SwdT/BywhtbhCkhHdKh4vNK5qJqURORBwBedIImIvcWrtLsWKHTJQPqtM7qIh6X6tuIW9ZZbOl0/4dagR6euKXC+lORnLlzEDIl1YqaiJygiYK8EpFdGwn5cOFqzY41WB/CxuAwiDslpVGL3rEwsALIi0cuzN9KFwd0xNagZ93lxvqsfH0jPwkppUpRawNDXqCZm/a2/XuFjYT0xy4m63j4nyxLHyss53aMx5xCC82y1HLnsQQnZWlZHoJc2L5VnuVFKBVaQsZQ5YoiqnoDYBMtdtzz9kKdKWDLk5uXFacF7Pli3f6U5dRXxOI81pyy1Hn7zhvzpgKU5idkLqq01LYOBaxOvPtiCYXVKbGEDegXoZjan3JX585VOkWg5FweFDeyDyhqC2M1EvzxHx6WaORC70vD33PWmjeu5Y2DxcRjZlb9SgJC+NySGqCoLUzfMQyyX/rO98pZYlYgUGpMyopsjMuzxrU8QU2Np8V15fNIDhGKWkWwp7scKbdcbizNmzNmjWP1CZaIIx+7tLnxuFQdx+Zh1CKpHYraQlgRjmwolmNoyH133BI+K0jEC9jwxCKOgEzVLRbVkvG7nAs0TsNnlNQORW1PeO4fNhLL0aeBzzHUVeeNVXmBGJYYepZgbvrAGOhVILVCUdsTVm+bgrYs+7ofqbD+MEoytuhSgR/ddvg/9X1K54rlApZK3Z58tslSUNT2iDX/jCxL6fyv1GcrMMMqw3MVWlGKsdil3JueaM5pqYUwEpLUBEVtYrwJ0xSzZRnrWkxZKN69jYUqtr4st2GfkHkrMjNneZaILyGHDEWtZSrBKRn8J/tnyD3o45aL86UsrzDNmEnRuY4SBYpskc2I2hyrHeSsMlpndVN6z/tYTYAtNt65chOeU3UscXsSsjU2I2pDf/ylPeG+riEyP7nrPcQ91+XLjV1ZVl5J+HwJU3WU2OEia2QzojaU3BiFN25mRZuxEdkvQ6+3N84VH/eiEeM6eGH7VpnecS+tdb5S2Mkia4Si1oOpGhNSL5YF1omXF4FYGi6fm4M2BRQqsnUoahNAQTt8QuHKpbOiIT13ZOmzwfmLhEwDRa0nbHDWRRydGIbae65ka/w0FwjSN3qSEDIMihqGC5U3f4kcBqmJ1OG9TU18zlESJEIImY7NiFquEeorbEPX+iPLYIXKly4jFefPnaNkfU8+N4TMw2ZELUXJWAqjGOsmF1YfkgrusKyz1HzDlHuxJB8hZFooagkoXvVjiUrpRPtUcEjsfvTC90vC9ClghOyPzYha6TJEfQb0yfJYK9j3XZ4stbajF5VYOlbGZ4iQ/bIZUfPwxjyA268GoeW2LGNWCOkEKhX8Ee/LLVHlnZMQshybFzWAixAfCpZ1ZEUrhum8YJA4bD8sLzyWEzlaYoTUxeZFjZbY4eCNn6WmVqTGtWLrLdwX5+Hi1IQcBt9fugJLYvX8vV4+qZtYoDwR8lYDsaw9LkZNyOGxeUutY+jkWjIdJaH4ubyxuzAeRysZJ/PqwGeCkPrZvKh54ypk/1hu4JJQ+dxYV27yszV+ZpXD54KQ+tm8qAG3Gyv2yPdLai3FlCDFAR2lc9UsF2Rqvhoh5HCoekxNRM4AXAM4AgBVPZ/pPHMUSwrJzRWMxzlLV+yIx0ytwJBwv1cOIeRwqNZSE5EnAK5V9aIVsw9E5MEc52LDtRyly1t54fneqiChgJWuMEIIOXyqFTUAp6p6EWy/APBojhPRUluOWKgsyyw8FlKyVFW4n+JFyPqpUtRE5J6x+w2AkxnONXWRZAQlCwzH2wzmIIR0VClqaMbQ3kT7bgBARHZxYhE5FZErEbl6/fp1tnBOpF2GUsHxxsz6rPZCcSNkm9QqajtjXydyR/EBVT1X1WNVPb5z545ZIBcqXp6SRYBTK+NbacJyCSGkVlG7wW3x6rZjC643bAT3R0mYvDfmVepeZCeFENJRq6i9wW1rbQcAqnqz57qQEaQCPOLPXXp2OgghQ6lS1FT1JdoxtIAjAJf7rw0ZizUPLbXiB6MVCSFDqVLUWs6jeWn3ATxbqjKkITfGVbq2Yop4uSxaboSQUqoVNVV9DOCuiDxoVxZ5Fc1bIxVjCV1qyavUyiG02AghpVS9TJaqPl26DuS7eBOjw//xPmuuWW7OGYWMEDKEai01Mi9jRSO15qK3HS9tFR/3lsIihJBSKGpkMJYwWUEhqRd4WtGOqW0KHSEkBUVto5RYWmPeV9YnVD9ceDi24viuO0JIHyhqpJdQpN5DZkU/9lkVJLUSPyGElEBRWzGl4fWeBWVZSaXh9vF7z8JzeuNp1j4KGiGkDxS1FZNzC46xsMLySyIavfE3zkkjhEwJRW0FeNZNLjw+JSAlL9a0zuO5EXNjeKmgk1JLkhBCKGoHTJ/3iPUN9hjq9osnTnf7rAnYJYsdp+pC1yQhJIaidiB4rkJrnleJBeO9q2xovby6ptKXukcJIaQUilolpAIkUiIRz/dKiV58vikCMVJLX+WgaBFCpqbqZbK2RDwWZb2yJSQ3btbXgsrlyUGBIoTUAEVtYuJ5Vx2lY1Y1rH2YE7ecJUiBI4QsxWZEbd9jNSWWEyGEkGnhmBohhJDVQFEjhBCyGihqhBBCVoOsbaxHRF4D+Nel6+HwnwD829KVqABeh2/htWjgdWjgdWj4K1X9D0Myri5QRFXvLF0HDxG5UtXjpeuxNLwO38Jr0cDr0MDr0CAiV0Pz0v1ICCFkNVDUCCGErAaK2n45X7oClcDr8C28Fg28Dg28Dg2Dr8PqAkUIIYRsF1pqhBBCVgNFjZCFEZFnS9eBkCUQkQci8sQ5dtYePxWR09IyVxfSXyMicgbgGsARAKjqZv3m7bUAgI8AfKmqT5esz9K0P+i7S9djKURkB+AU3/4+rlT15aKVWoCo0d6t/XchIicA7gG4j+bex8efoGkfLrptEXnQbaegqM3MmJuzNkTkmao+Cra/at9msOofsIeIbFbMgHeC9ntV/bDdPgXwGwCfLFmvfSMiZ+FvQETuxfvWhqpeArgUkR8B2BlJTlX1cbD9AsBjANl2k+7H+TmNBOwFgEde4rXSNmA30e5n2OC1CDhB8zxslSdongEA7zwYP1+uOovxMNxoLdWPFqrL4ojIPWP3GzS/lywUtRkZe3NWxhGAM8M62aS10rpfPl+6HgtzCuAy3KGqN8tUZVHeiMgX3UZrsT5fsD5Lc4SmnQy5Ad51jpPQ/TgvyZuzpR+wql6LyIeqGvrP7yNq1DbETlVv4pfHboWgc3O37fwdYQNjSQ6PALwQkbcAPgVwvcXhiYCdsa9rR49w2+PzHWipzcvO2BfenE0RBgC0Pa4TbND9uNUx1Yh3FrqqXnTBU14k3JppO3rP0ARMPMGGXY8tN7jdPnbbsZFwC4ravNxgxM1ZOV8A+Diy3FZPa6HcLF2PCuie/3Dh2ksAZ0baVdNO6XjZBsx8AuA0dEdukDe4bRDsgDL3NN2P8zLq5qyVtjf+eIuh22jCmI+CEO77aFxwpwAuNyTy18Ct38ENsC3XfDfu3kYDQlUvROQlgFeLVmxBVPWliNxEu49QOFRBUZuRsTdnjYjIAwAvOkETkXtbErfY7diOqd3d2tzFdjzxRkTuBkK+644tVrH9c4RIwNrx5627p88jN/19BJGyKeh+nJ/ztiHvKL45a6ON+DsCcCUiu9YV9zCTbbW01tknaCy1s5LIrpXxKb4bCfwQzVykzdBaaN8ZQ2ufg1Vb7N1cPAAPAPysff7fRYu3c9TutiuKnAF4VToOzQWN90CwoshdADdb65UD736ob41DF6q6qcm25FuCFWYAYJMT8dvO3SMEFtsW24ipoKgRQghZDXQ/EkIIWQ0UNUIIIauBokYIIWQ1UNQIIYSsBooaIYSQ1UBRI4QQshq4ogghGdplvR6gmWd4jm/Xbty1+15Y86tmyncE4Fm3rJJT3wdo5kP2XrmmnSB/H82k6F17rs3NHSOHC+epEVJAu/rHE1V9zzh2BuBh9wbnOfN1b4sG8NwRxBM0i0V/MlDU3r1xuS0LQ8ohZCnofiSkDPetCq0IXDorq0+ar10X8ecAnoQvXBWRu+1q73dT5yzgfnCuSwoaOTQoaoRMQLtW3YnxZu/J8wULQJ8E+65V9dEEyyvdBG8QIOTgoKgRMh1XaF7yOGu+mRc+/hTAs3BxWUIOCYoaIdPxAs370ubOd9z+/3zAuXJcowlO2fJLKskBQ1EjZDpu0IxpzZavdVM+AXB/yveOtWNyZ22Z3Ws/6IYkBwdD+gmpl10gLLtg/8cTC9oOjWX2MfDuBZ6XaIJG+AoUclBQ1AiZjh2GvdzRy7evd+89AXAZCWX3/j8AzUsd0bg937T7L4I3VhNSDRQ1QqbjIwAvs6mmyzcVpwDiuXJH+K7QnoTz4trpA4/2UDdCesExNUKm4wTAsz3mG003lSCYJtBxF00AS8ejmaMuCZkEWmqETEC7OshV38nKQ/NNyK2J2q143VXVi2D3EwDfiMjjdvtxnI+QGqCoEVLGkXegFab7AD6ZON+uXxX75+2CQkTkJBDWz9CsWhKmO2/FrnM5XuLbNSkJqQau/UhIhoIFhr8cuDBxSb4LZBYwbvPsAPymzfMAzXjYJZpFky8SWcO8r9q6Xcd5ojUhTwE8VtUPUuUSsgQUNUJIEmth41Z4nxtjcYQsCgNFCCE53sBY8YSCRmqElhohJEv7jrZufHCHZl4bRY1UB0WNEELIaqD7kRBCyGqgqBFCCFkNFDVCCCGrgaJGCCFkNVDUCCGErAaKGiGEkNXw/wGERUxFN25vKwAAAABJRU5ErkJggg==\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "# Larger minimum redshift & Smaller maximum redshift. \n", + "isin = (rand['Z'] > gold.meta['DDP1_ZMIN']) & (rand['Z'] < gold.meta['DDP2_ZMAX'])\n", + "\n", + "pl.plot(rand['DDP1_DELTA8'][isin], rand['DDP2_DELTA8'][isin], marker=',', lw=0.0, c='k')\n", + "\n", + "pl.xlim(-1.2, 10.)\n", + "pl.ylim(-1.2, 10.)\n", + "\n", + "pl.xlabel('DDP1 $\\delta_8$')\n", + "pl.ylabel('DDP2 $\\delta_8$')" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "id": "38c9bdec", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T12:59:59.572761Z", + "iopub.status.busy": "2022-03-01T12:59:59.571785Z", + "iopub.status.idle": "2022-03-01T13:00:11.464701Z", + "shell.execute_reply": "2022-03-01T13:00:11.463874Z" + }, + "papermill": { + "duration": 12.02436, + "end_time": "2022-03-01T13:00:11.464938", + "exception": false, + "start_time": "2022-03-01T12:59:59.440578", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "rand_ddp1fill = np.clip(np.sort(rand[rand['IN_DDP1']]['FILLFACTOR'].data)[::-1], 0, 1) \n", + "rand_ddp2fill = np.clip(np.sort(rand[rand['IN_DDP2']]['FILLFACTOR'].data)[::-1], 0, 1)\n", + "rand_ddp3fill = np.clip(np.sort(rand[rand['IN_DDP3']]['FILLFACTOR'].data)[::-1], 0, 1)" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "id": "d05b32bf", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:00:11.666169Z", + "iopub.status.busy": "2022-03-01T13:00:11.664893Z", + "iopub.status.idle": "2022-03-01T13:00:13.736828Z", + "shell.execute_reply": "2022-03-01T13:00:13.737667Z" + }, + "papermill": { + "duration": 2.160452, + "end_time": "2022-03-01T13:00:13.737950", + "exception": false, + "start_time": "2022-03-01T13:00:11.577498", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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IkseeQ3uwestqrHx/JaobqnHmcWeieEQxpg2fFrPA1tYGvPEG8OSTZtm3D7jiCmDaNJMdyftsySEhE0B83R8LdM/M2jZHVed4rHMCqPd3j80tJYLZr38NPProkT8nRY4snq8DbUvEfdPTzejYbt2A7t07PmZmmhzszEyz9OxpXruX3r2BXr2OLL17m6VHD/7ZnST2fbMPz217DiveW4Hntz2PM487EzNGzMDlp1wek5R/wExv88EHwOOPAytXAv/6l+mtTZtmSm1lRncIHUVRQiaAWPuGnM1obXN5p+F3mWzGf/8b+OIL81z1yOL5OtC2zto33Pe2tgKHD3dcvvnGLIcOmdG03o8HDhxZ9u83f2a7H/ftM8fo1Qvo08csffsC/fodeezfH3A4jjxmZR1ZsrPN0q8fZ6LsZPsP78ezW5/F8s3LsbZ+Lc4achZmjJiBacOnIatn7GpdNTYCTzxhgtvmzcBllwFFRSaRhOPZEktn3zPLUdXtIe4bcJyZ1fNyebzuELise2zz/d03c0uJYEaha2kxwe3rr82yd++RpbkZ2LPHPO7ebR537QKamszznTvN8wMHTFAbMMDkfg8caB4HDwa+9S3g2GPNcswx5nXv3vH9zClm/+H9WPXhKix/bzmq6qtw/gnn48qRV2LKyVPQN7NvzM77yScmqFVWAps2mYzI4mIzpo2BLf4SMgHEY393BRAnTNp9hce2UgDF7p6aFdzmwNxXAxC8YgjAYEY2HD5s5jTZudNMsbxzp+kZf/65WT77DPj00yPPu3cHvv1tsxx3HDBkyJHH448HcnJMcOTlz7DtPbQXT334FJa+uxSvfvQqJuZOxJUjr8QlJ14Sk3R/t88+Mz225ctNYLvsMuDKK01x5O7dY3ZaCiCSy4zbYO6bzbdeTwCwNtBbEEYFkM7CYEYxpWp6dZ9+apaPPzY3Yv79b7N89BGwfbvJQjjhBGDoUCA3FzjxRJMvPmyYWc8shKCaDjRh5XsrsfTdpdj02SZMPWUqrhp5FcYPHR+TAdpun35qemtLlwJbtpj7a1ddZZJHOAFp54kkmE2HGcu10Xo9Guaynt8Ej3AqgHQWBjNKCM3NwI4d5ibNtm1Hlq1bTa8vNxcYMQIYOdLkjp95prm8ST59svcTLHt3GR5951F8vPdjzDx1Jq4+/WqMOXZM1EtqedqxA1i2DPj7303nfeZM4OqrgVGj2PGOtaheZhSR/qq6O8D2sJNGYo3BjBLegQPAhx+aDIR33jFlLTZsML24yZOBGTOA006LdysT1padW/Do24/ib+/8Dd3SuuHq067G9874HnIcOTE973vvmSTjv//dJNv+x3+Y5Tvfielpu6yoBDMRyYGpUr8pek3rHAxmlJRaWoDXXweeesp0BQYOBEpLzW/LPn3i3bqEpKp44+M38Mhbj2D55uU4bfBp+P4Z38f04dNjmjiiauZk++tfgRUrTC/tmmvM5ci+sTttlxPJZcat1tNKmDJSjYnW6woFgxklvbY2M5Pl/fcDL79sAtrNN5tLk+TToZZDWLVlFR556xG88tEruPyUy3HtGdfivBPOQ5rEbtjFwYOm6sgjjwCvvGKqjlx3HXD++bwMGalIglkbAGeoqfaJisGMUspHHwH33QcsWWJ+Q/7oR8C55/I3ZQCfff0Z/vb23/DwWw/j62++xvfP+D6uHXVtzC9Dfv458Le/AX/+s7mSfO21Zjn++JieNmVFEszWhlsBJBExmFFK+vpr4OGHgXvvNZcg58413QCm1/nlruz/l01/wdJ3l2L0saMxa/QsTD1lakzT/FXNbdCHHjKp/meeCVx/vak8wjT/0EUSzO5X1Rs9XvcHUABT6Hc6gAqY1P0Xotvk6GIwo5TW2moKDi5ebNLrbr3VXNfiQO6ADhw+gCc+eAIPbXwIb33+Fq4aeRVucN2A0wefHtPz7t9vymg9+CDw/vvmn2r2bF4xDoW/YBbKReNmzxequltVV1qp9xtV9aZED2REKS89HZg+HXjtNeAvfwFeeMGMW5s3z4x3I596duuJq067CtXXVOONWW+gf4/+uOTRSzD2wbH488Y/Y983+2Jy3l69gO99D3jpJXNP7fBh4OyzgUmTTK5PS0tMTpvSQglmgbpu1b5Wisht9ppDRBERMffOHn/clIg/dAg44wwzCGrjxni3LqE5s5z4xYW/wPZbt+OOc+/A4x88juPvPR4/eOYHeOuzt2J23pNOAv73f83fHFddBdxzj+mhLVhgCs9QaEIJZo4A2/wFuvzwm0JEUZWbC/z2t0BDA3D66WaGyoICM8FXDMrYpYqMtAxMPnkyVl25Cm/f9DYG9x6My5ZehrMfOBt/feuvONhyMCbn7dHDpPK/9pr5W2TrVhPorr/elNKiwELNZtzlZ3OWn20OlrMiSjDffGNqMS1aZDIO5s41A7FZQiuo1rZWrN6yGn/c8Eds+mwTrht1HW7MuxFDs4bG9LxffWUSVv/4R/O3yY9+ZMbPd+X8nkhrMy4M51wA5qrqieE1MbYYzIgsbW3AM8+Y+fH+9S/zG/K66zgIO0Rbd27FfTX34ZG3HsHZQ87GzWfdjAJnQUzHrR0+bOpC3nuvmdDhllu67j9Z1LIZQzzZPap6e5htjCkGMyIf/vEP8xvypZeAOXPMb8lvfSverUoK+w/vx9J3luJ3b/4Oh1oO4b/O/C9cc8Y16JfZL2bndFcZ+c1vzLj5OXPMuPnBg2N2yoRjO5sx3EBmvSehAhkR+TFunPmT/403zJxup5xiemr//ne8W5bwenXrhRtcN2DTnE2omFyBl3e8jJzf5uDm527GtqZtMTmniPknW7nS/JM1NZl/sv/8T1O7uivjNLpEZG7I/OlPwNtvm9m1Tz8duOEGM9cJBSQiOP+E87GieAXevult9O7WG2MfHIupj03FKzteQSzmjATMP9l99wEffGAmRc/LMwkkH3wQk9MlPAYzIjpiyBCTJ751qyn7Pm6cmY3yvffi3bKkMKTfECwoWIDtt2zHpNxJuP7p65G/JB9/f+fvONx6OCbnHDzYpPHX15vsx/PPN1PSbN4ck9MlLAYzIjragAHAnXeatP4zzgAuuAAoLgbeit14q1TSu3tv3JR/Ez78rw/xs+/+DEvqliD3d7n433/+L/Yc2hOTczocwE9/aoLa6NHAhRea4YVdpXPNYEZE/vXtC9x+uwlqY8cCF19sxqsxmSokaZKGKSdPwYvffxGPlzyODZ9swND/G4rbq2/HJ3s/ick5+/Y1hV/q64Hhw03n+oYbTG3qVMZgRkTB9ekD/PjH5jdkYaGpjjt5sslCoJDkfTsPjxU9htrSWuz7Zh9G/mkkZj09C1t3bg3+Zhv69jU9tS1bzKXI0aNNbs9XX8XkdHHHYEZEoevZE/jhD01QmzTJXHq8+GKTL04hyXHk4PeX/B5bf7gVx/U9Duc8dA5mVs7E25+/HZPzZWUBv/qVuYd26JDJflywwExHk0oYzIgofD16mHzwrVvNlDNXXWVKZa1fH++WJY0BvQbgrgvvQsPNDRhz7Bhc9LeLcMWyK1D3aV1MznfMMSZh9bXXgA0bzCXI5ctTp7IZgxkR2ZeZaUbubt1qsg2uvdYki7z4YrxbljT6ZvbF3HFz0XBzAy444QJMXjoZU5ZOQe0ntTE534knmtqPDz8M3H23SRR5Ozadwk5lO5iJyCgRmRXCfgvsnoOIkkS3bqa+0ocfHpmca8IEXn4MQ89uPXHL2beg/uZ6FDgLMOWxKZj62FRs+mxTTM733e8CtbWmPGdBgZkCb09sEi07RSQ9swcAzAthv4IIzkFEyaRbN+D73zczTl55pVkuugh4/fV4tyxp9MjogZvPuhnbfrgNF+ZciIsfvRgzVszA+1++H/VzZWQAP/iBGUa4d6+59LhiRXJeerQVzERkNIAGABUhzF0mds5BREmsWzdg1ixz+XHaNPPn/6RJ7KmFoWe3nrj17Fux7Yfb4DrWhfP/cj6uf+p6fLQ7+jn2AweaWa+XLTPDCy+/HPgkNiMHYsZuz+weAGWquhhAsNqNSRjjiSgqunc399S2bQOuuMIkilx0kclCoJD07t4bt597O7b+cCuO7XMsRt0/Cj9e82N8uS/6M3eee66Zw/X004FRo8yk5cnSSws7mFm9MlHV7daq8lDunRFRF+YOalu2ANOnm3pLl16aGpkHncTRw4G7J9yNzT/YjIMtBzH8j8Nx9/q7sf/w/qieJzMT+OUvgTVrzIQKV1wBfPFFVE8RE3Z6ZrcDKPN4XQFgTnSaQ0QprXt3oLTUBLWJE80yc6a5HEkhObbvsfjTpX/CG7PewKbPN+HkP5yMR956BG3aFtXzjB4NvPkmcPLJ5nl1dVQPH3VhBTMRGQogS1U3udep6m4A60RkWpTbRkSpKjPTzJ22bRswcqQplTVnDqeeCUNudi5WFK/AsqJluK/mPuQvycf6HdEd55eZCSxcCDzyiMnr+dnPgNbWqJ4iasLtmZXB96zTCwDMj7w5RNSl9Oljai59+CHQv78pajx3LrBzZ7xbljTOOf4c/PP6f2LuOXPxvSe+h+IVxdjRvCOq55gwwaTxr19vrg7v2hXVw0dFyMFMRPoDyFfVdd7brN5ZrYiMj2bjiKiLGDAAWLTI3EPbu9fMZXLnnck98KkTiQhmjpyJ9//zfYwcNBKuChd++fIvcbDlYNTOccwx5lLjyScDZ52VeNX4w+mZ3Q7TA/NnIUIbd3YUESkTkSIRKRWR0hD2d3i9x2XnvESUYI47Drj/flNvaft2U67id78zRQUpqF7deuHOC+5EbWktaj+txWn3nYY129ZE7fgZGcD//R/wk58A550HvPpq1A4dsZCCmdUrK1TVlf72UdVGALtFZFQ4DRCRhQAaVLVSVSsA5IpIUYD9HQDWqeoiVa20VvMSJ1EqcTpNvaU1a4Dnnzfdgb/9DWiLbpJDqspx5ODJmU/itxf9Fjc9cxNKKkuiOuXMnDnAX/9qMh2fey5qh41IqD2zUgDlIezn695ZsEHTpR5BCQCqEDg7cqFnW6wAODuEthFRshk1Cnj2WZOB8Ic/AGPGJH5aXQK59KRL8e4P3sWwrGE44/4z8Mc3/xi1rMeJE4FVq0xiyOrVUTlkRERDGBEnIkOtnlfY+wZ6r3V5cJ2qZnmtq1VVn0FQRBRArqo2hNIet7y8PK3hhIJEyUsVqKw0k4WeeCJwzz0m2FFINn+xGbNXzUaapOGBKQ/glIGnROW4b74JXHYZ8NhjwPhOyJoQkVpVzfNeH1LPLNRA5mvfIO/NBtDkta4ZaL+c2IGIOK2nTo/7ZWXe+3nsXyoiNSJS8+WX0R8tT0SdSMTMn/b++2Zi0EmTgO99L/WnUI6SU791Kl69/lXMOHUGzn3oXCx8dSFa2loiPu6ZZ5qpZEpKgLfeikJDbYr3FDAOH+vcwS3bxzZ3MIPHPTb3fbejqGqFquapat6gQYMibSsRJYLu3Y/MpZaTY0b0/vSnwNdfx7tlCS9N0nDzWTejprQGa+rX4Pw/nx+Vma4vuAD4/e/N3xiffhp5O+3wG8xEZGi0BkKLSD8/Ja+acXTQcr/27rF5rvO8XliNjhVJiKgr6NvX1F3atAnYscOk8y9ZkrijehNIjiMH1ddUo+TUEox9cCzKa8oRyi2nQGbONPfPiouBw4ej1NAw+A1m1uXBRhG5T0Ry7J5ARGYDmK+qD/jY3ISje2cO6/zNPvZv8LGt2TqP93GIqCs4/niTWrdqlcl4HDXKZEAmS4XcOEmTNNxy9i145bpXcH/t/bh82eURFy++6y6gd29zW7OzBbzMqKobVfUmADeKyBoRmSUi/YId1Jq4834RWQOgXlV9ps6rah2sYOQhG6a35Wv/ZgDNHvfOgMDBj4i6ijFjgJdeAn7xC+Dmm011fhYyDmr4oOF4Y9YbOHnAyRhdPhovNtqfJTwtzfw9sXIl8PTTUWxkKOcOZSdVvV1VLwKwC8AiEdkmIltFZIOILBORtda6nSKyAUAJgHJVvUhVXwhy+AqvcWWF8Ei9FxGn1/YF6DjhZwlsDtYmohQjYgY/bd4MTJkCFBaa2Se/+ireLUto3dO7Y1HhIjw09SFc/fjVuOulu9DaZu9y7aBBwN//bupJf/xxlBsaQEip+X7fbAZTO2F6V01WWSs7xymDuYToBNDsTuywtpUCKFbVQq/926nqomDnYGo+URfU1AT8/OfA0qUmSeQHPzATh5Jfn+79FDNXzkSPjB54dNqjGNhroK3j3HUX8PLLQFUVkJ4evfb5S82PKJglEwYzoi7svfeAW281XYV77zUjfsmvlrYWzK+ej8r3K/FEyRMYdcyosI/R2moKFBcWAv/939FrW0TjzIiIktqIEaY01t13m7T+Sy4xlfrJp4y0DCyeuBgLJixA4V8LUfleZfA3eUlPN/fPfvc74JVXYtBILwxmRNQ1iACXX27up40fD4wbB9x2GyvzBzBz5Ew8f/XzuPX5W3HPq/eEnb4/ZAjwwAMmbT/W488YzIioa+ne3QSxzZvNvGnDh5taTF3klku4xnx7DF6f9TqWvrsUN66+MeyqIZMnmyohsS5IzGBGRF3T4MHAn/9sajHdc4+5wfP++/FuVUIa0m8I1l+7Hg3NDSheUYxDLeFNyZOdHfu/FRjMiKhrGzcOqKkxlyDPP9/MdL1vX7xblXD69+iPZ656BhlpGZj62FQcOHwg3k3qgMGMiCgjwwy0fvdd4JNPgFNPBZ58kpcevXRP746l05diQK8BmPLYlIQKaAxmRERugwcDjz4KPPigqck0ZQrQENZsUykvIy0DD1/+MAb0HIDiFcU43BpaIcakvMwoIp0wqw0RUYxMmGDmMznnHCA/H/jVr+JTPTdBZaRl4K9X/BUKxexVs4NmOUqwKZqjIKJgZtVg9F7Gg+WliCjZZWYC8+cDtbXA+vWAywW89lq8W5UwuqV3w/Ki5Xjvy/fw85d+Hu/mIMPOm0RkOoAVAOoB+Iq5QyNpFBFRwsjJMXnly5YB06aZWSj/53+APn3i3bK46929N1ZduQr5S/Jx2uDTUDSiKPibYsRuzyxfVdNU9URVHea9AFgSzUYSEcWViBn5+847wK5dJkFk1ap4tyohDO4zGJUzKnHj6hvxwVcf+N0vUe+ZbQiynZcZiSj1DBwIPPww8NBDwI9/bHpqn3wS71bF3ZnHnYlfXvhLlFSW+MxwTPh7ZgHwMiMRpa4JE0wvbcQI4IwzgIoKoK0t3q2KqxvzbsSJ2SfijnV3xOX8toKZqq4UkfFWwkeHyTqt1z4n4yQiShk9eph7Z+vWmZ7ahRcCW7bEu1VxIyIov6wcyzYvwz8++kenn99WMBORVpjZoOtgZn5udS8wc5vF7y4gEVFnOv104B//MJOCnnOOSeNvCa9+YaoY0GsAfn/x73HD0zfgYMvBDtsS9Z7ZRgBZVhJImqqmeyxpAFZGsY1ERIktPd3Ml1ZbC7zwgglq77wT71bFxfQR0zFi0Ajcvf7u9nWJfM9sdpBZpZkAQkRdzwknAGvXAjfcYKaZ+Z//MbNUdjF/uOQPuL/2fmz+YnOnndPuPbONgLk/JiLTROQ267Gftb0xmo0kIkoaaWnAnDnAxo3ASy8BY8eama67kG/3/TZ+ccEvMHvVbLRp5yTG2M5mFJHZALYDuAPAROtxl4jcFp2mERElsSFDTC/tuutMNf5f/7pL9dLm5M2BiOC+DfcBSNB7ZlYFEIeqZqtqnqpOtB7TzWaZFt1mEhElobQ04KabgDffBJ5+GrjgAmDbtni3qlOkSRoemPwA7nzpTnydsSP257P5vmxVXexrg7U+136TiIhSjNNpLjlOmwacfTbwpz91iXFpwwcNx0/G/gTrHTfE/HKj3WC2M8j2XTaPS0SUmtLSgB/9yBQtfvhh4KKLgI8/jnerYm7uuLk4KE1469BTMT2P7Z5ZkO1ZNo9LRJTaRoww49LOO89U4n/88Xi3KKYy0jIw8PBo7G9riul57AazRhFZICJ9PVda2Y33AaiNvGlERCkqIwP42c/MbNbz5gHXXgvs3RvvVsVUrOfstpuavw4mYO0Qka0iskFEtgJoBFCrqi9Es5FERClp7FiTwp+RYWo8vv56vFsUG50waNrWfGYAoKqVACpFZAIAJ4AGADVBBlMTEZGnPn2ABx4AnngCmDoVKCszFfk7o2xGJwo2G3WkIq6ar6rrVHWJ9bgbAEQkJ+KWERF1JVdcAbzxBrBiBXDZZcDOYHl2yUM6oWsWqylgFsbouEREqSsnB3jlFZMk4nKZRBEKSdBgJiLbRGSBx+sJnlXyfSxtYNV8IiJ7unUDFi8G/vAHMy7t17+OffmMTqAxTgEJpWc2D8Byj9dNAFZ6VcqPqGq+iJSJSJGIlIpIaZjvLQ9nfyKipDB5sqkcsnw5MH060Nwc7xZFIAEuM6rqSndhYev1RgCzg7wt5Kr5IrIQQIOqVqpqBYBcEQmpZ2e91xnquYiIksoJJ5jLjt/+NpCXB7z7brxblLDspuYflbHoOeN0mFXzS63MSLcqAHOCvUlEGMSIKPVlZppLjj/7mZnN+rHH4t0iexK00PAsH6tzRWS6iMwSkfEhHsflY3UTgIIQ3l4AE/iIiFLfNdeYKvx33GFS9w8fjneLQiZIjHtmvgzzXqGqG61Lkg8AcIR4nGyY4OWpGQBExO8xRKQAHe/jERGlvtGjgZoa4P33gcJC4Kuv4t2iECXAPTM//IZYa4xZYYjHcfhY5w5ugeo/OlS1OcRzEBGljuxsYPVq4KyzgPx8U0GEQgtmIjJaROaKSI2ItAIoC5CWXwUg1AzDZhwdtNyvfValFJEir3tsgdpdarW55ssvvwyxSURECS49HVi4ELjnHmDiRGDZsni3KKhYVwAJqZyVlcG4EcBiK4OwTVXnR+H8TTi6d+awztnsvbOV9HHUen+s7MgKAMjLy0v+gRpERJ5KSoCTTjLj0TZuBO6+2wS6BCOdUJrLzmXGX8HUYYyYqtbh6OCUDaDaz1tcAJwe49HmeLxmdiMRdT2jR5vxaG++CVxyCdAU26lWElXYwUxVd6vqEhEZKiLTPLdZ63LCPGSF17iyQnhcphQRp3u7eyyae4G5pNlsvY5KgCUiSjqDBplMxxEjzL20LVvi3aJOZzc1fxRML+kB6zmA9vFlWZ7rglHVeTC9qyIRKQNQ73VPrAA+xp1ZPbNi671lgbIfiYhSXkYGcO+9wNy5ZuLP9evj3aIOYp2ab3cKmDwrBf+oslWqutHqsW0K9WCquijAtvb7XqGsJyLq0kpLTcHi6dOB3/4WuPrqeLcInZGab3s+MyIiSlATJwIvvGCmktmxA5g/P67zo3XGmaM2aNpLvs3jEhFRNJx2GvDPf5r50W64Ie4VQxK1AsgyEVkjImd4rhSR8SKyASwzRUQUf8cdZwoVf/qp6aXt2ROnhiRmar573NliACs9B00DWAHgdlV9IZqNJCIim/r0AZ5+2txHu+ACE9jiINZTstmeaVpVq1V1GMwlx4nWo1NV10WrcUREFAXdugH33w9cfjlwzjnAtm2devrOuGcWcQKIlY7fKCL9AeRZj1DVxyM9NhERRYmImUbmmGOA734XWLMGGDmyExuQmPfM2olIP2ugdBaAegCNAEoiPS4REcVAaSmweDFQUADU1nbSSRM0Nd/qfa2AGdC8C0da6gBQizBmmiYiok521VVAz57AxRcDTz5pLj3GWKLeM7sdwDxVTYOZKTrbWtKsbV2zOBgRUbK44grgkUfMfbSXXorpqcwQt8S8zFhjZTQC5vJiOyaAEBEliUmTgMceA4qLzT20mEnQ1Hx0DLG13gWHAbCCPRFRMhg/3lxq/I//AJ5/Pt6tsc1uMBOrQv4ymClc7hCRGzySQZgAQkSULMaNA556CrjmGmDVqpicItYTStodNL0Spmr+LgA7AcwAMB8msNUj9JmmiYgoEZxzDrB6tSl99fTTMThBYlbNdwc0d9X8PQCGiUh/Vd0dlZYREVHnOvNM4JlnTOkrAJgyJSqHlUS9Z2bVYPS+TwYGMiKiJJefb3pos2bFOCkkuuzeM7sRTPIgIkpN+fnA44+bpJDXXovKIdtiPNDMbjCrUtVf+9voq9dGRERJ5NxzgYcfBqZOBd55J6JDJexlRpgpYKaJyCg/2wttHpeIiBLFJZcA994LXHop8PHH8W5NQHYTQBphRsE5RMS77ygwaSs3RdIwIiJKAFdfbWarvuwyMzdanz7xbpFPIfXMRKSf16pGAGNUNU1V072WNBzJciQiomQ3fz4wapS5h9bWZvMgcb5nJiLLASzxWn2XNfWLPwsiahURESUOETMf2hdfAHfeaecACVFoeJmqelf0CFZieajN9hARUSLKzASeeAJ48EGTuh8G6YTZOUMJZvkicmGYx2U5KyKiVDN4MLBsGXDddcDWrWG+Of6p+QsA3CQiTSLSKiKtAMrcz30sbQCKYtpqIiKKj/POA376U6CoCDhwIMQ3JUBqvqruVtUZ1nxl6aqaDmCxj8QPJoAQEXUFN98MDB8O/PjHIb8lIQsNA6gKsp0zTRMRpSoRoLwceO45U8sxAditmh9wAs4gmY5ERJTs+vc3FUJmzwa++iqEN8T/nhkREdHRvvtdYOZM4NZbA+6WyOWsiIiIgF/+0lQGefnlgLslwjgzIiIi33r3BhYtMr2z1tYAO/IyIxERJbIZM0zNxoce8rmZlxmJiCjxiQC/+Y0pdbVvX1yaYLdqflSJSBmABgDZAKCqFSHsDwD5ADao6qLYtjB2Kisr4XA4UFdXh7KyspC2V1dXAwCqqqqwcOFCAMCiRYvgdDrR1NSE0tLSzvsAfgT7XBUV5p+4vr6+/TPU1dWhoaEBAFBUZMbd+/qsRJSA8vPNgOrf/Ab4f//vqM2JOs4MIpIjIreJyCyPdRN8VNgPdpyFABpUtdIKYrki4reCiIiUq+oiaykGUOIR3JJKXV0dAKCgoKD9F3+w7XV1daiqqkJBQUH7a/cv/KKiItTX17cHhHgJ9rmqq6tRUFCA0tJSNDQ0tLe/vLwcRUVFaGho8PtZiSiB/epXwG9/e3SqvgCaiPfMRGQ0gGoAAwE43Out8Wf5IpITxuFKVbXS43UVgDl+zusA0Oy1utzf/olu2bJlcDgcAACn09n+Sz3QdpfL1d5DaWhogMvlQlVVFZxOJwAgNzf3qON4amhowKJFi1BZWel3n1D5O1awz+UZwJxOJxoaGlBZWYnc3FwAQFlZGVwul8/PSkQJLDcXKC4GFnScOKUz7pnZvcw4Q1WHAaY35rlBVdeJyDQA24MdRER8/XZqAlDg5y3ZMHUhy1XVs/vhDKnVCaa5uRnZ2dntr3fu3Bny9kWLFqG8vBwAMGDAADQ1NbW/x/s4ANoDhtPp9HnZz62ioqI9OObn57df7gvnWME+l+dl0Lq6OpSUlGDZsmXtr6urqzsc1/OzElGCu/NO4NRTTXbj8cd32mntXmas8Xjuq++Y7WOdL9kwwctTM9DeC+vACmBjvAJZIUwv8SgiUioiNSJS8+WXX4bYpORQVlaG8vJyNDc3t19eBEzgGDBgQId958yZg4aGBpSVlfkMTp5KS0uxZMkSNDQ0+Nw3nGMFU1dXh8LCwvYe14ABA9qfe/b2PD8rESW4Y48FSkuBu+7qsFpjPNDMbjDzbJWv/uOwEI/j8LHOHdx8BkRVbb9xYgW8Avi5zKiqFaqap6p5gwYNCtoYkegvAT+8w9GhR+UdhHxt97x35HQ6UVFRAafTiZKSkg7rPc2ZM6fDvbVgiouLsWSJ93ysoR8r2Ody8+yB5ebmtrfb6XRiw4YNPj8rESWBefOAJ58EtmyxViRuar54JH6ox8pRIrIGwNoQj9OMo4OW+7V3j82XFQAmePXUbFON/hJISUlJe7JGQ0MDCgrM1VV3D8TX9urq6g6Bwul0oq6uDjU1NXC5XO09NU8ulwtlZWXtASHQ/bLi4uL2S3q+ekKhHCvY5wLM5UzP7MyCgoIO78nPz/f5WYkoCWRlAT/5CTB/fqed0m6h4ZUwAa0JwAoR2SoiOwGsA1Chqi+EeKgmHN07c1jnaA70RisLcp5nTy3ZuC+pVVdXw+FwtL+eMGGC3+3uDEB3ECkqKoLL5UJ2djYqKysxZ47/XBin04nS0lIUFBT4DELV1dVwOp1YuHAh5s2b157EEe6xgn2u6upqzJs3D7m5ucjKymo/nsPh6PC5fH1WIkoSt9wCvPmmKXXVCSSS65gi0h9AHkwCRgOAGlXdHeYxdqlqlsfrApggVRjgPUUAmlW12nrtChbU8vLytKamJtAuREQUTUuXAosW4axJF2BQ3+Ow+o7bIj6kiNSqap73+ogGTVuBa521eJ5slqo+EOJhKkSkyCM9vxAm3d59LCcAl3u7FeyyAVRb98yyAZQASNoeWqz5utfkdDrbL//F61hElOJmzgQeeABXvVmHteOPi+mpbPfMRGQUTK/Ml3mqemIYx3JXAHHC9LgqPLaVAihW1UIreO3ycYhKawC1X+yZERHFQUMDmkeeittuvAUP/OaeiA8X1Z6ZiMyFySD01xsKNTUfABCoHJUV2Cqs583ojLQYIiKKDqcT/8wditMa62N6GtuXGd2Dpn0RkcjDLxERpYSW9HQk6hQwAVPhVfV2m8clIqIUo6Y4Y0zFZAoYERkfi+OmosrKSlRXV2PRIt9XWn1tr66ubk9vd3PXSEyUgcXBPheAowoHB/oMgY5DRIlNBZBE7Jmp6koRGS8is6zHUR7LeADzgh6EumzVfMAE5NmzZ3d4Dfj+DNXV1diwYUOMW01EsaKJWgFERKbD1EO8HSY5o9JjqYD/QsHkoatWzQdMoPMsRhzOZyCi5CIAJMa1Ge0mgBSqqt9AKCL32zxul9JVq+b74u8z1NXVoaCggFXziZKYChL2nllVkO28zBhjqVA135O/z+AOcESUvBQS83tmEVUACWAogE0xOnbMyF3Rv66rd/r/B7RbNR8w9Q/dxX7LysqCVs13X7YLpVJHcXExVqxY4XNbKMcKtWq+J1+V/929MiJKcsGmEIkCW8HMnQACUyi4QVX3uLeJSD8A82FKTCWVQIEnFkpKSuCuSuJdXd7hcPjc7r5v5t4vPz+/vWp+aWkpysvLfVbNd7lcaGhoQEVFBbKzs/32qryr5nsXGw7lWME+ly++PkNlZWWHSvp1dXWcbZooWSXifGYi0gqTAFIHoFlEWt0LzLQuLG8egq5aNR8wqfs1NTXt7/X1GYqKilBUVISmpiZOzEmUxBSxL91kqzajiNTAzCPms0K+iCxX1RmRNi6aWJuRiCg+KvNc+PyYIfjP1U9HfKxoV82fHWSqFyaAJBBWzSeiuBKJec/M7j2zjUF2mQAg1ClgKMZKS0sT8lhE1DV0RjaC3ar5owJszobpmTGYERGRkWiDpkVkNIBamHnFvOcWcwKoh0kCISIiMpcZEy2YwVTMr1DVG31tFJEJMCn7REREJpsxxtcaww5mqrpbRPwmeKjqOhGZBiDYfTWCSVF3F+P1VRrK13b3oOWqqqr2Oo2LFi2C0+lEU1NTQtzXCva5ABw1bszXe9wJJ/X19e2flYiSi3bCoGm7VfMDZTJSiFg1f3bA91RXV6OgoKB9bB2LDxMlswQcNO2PiPSzkkPyo3ncVMWq+dkB3+MZwJxOZ9yDNBHZYybnTLB7ZlYCSKDRx3UAZgfYThZWzQ/8Hs9j19XVoaQk6SqkEREASOwrgNjpmTUAWKmq6X6WfFXdFOV2dg6R6C8xkmpV8wOpq6tDYWEh6zISJSmV2PfMwg5m1v2y1KzwoRr9JQC7VfM9K8tXVFT4rDjvac6cOR3urQVTXFyMJUuW+NwWyrHsVM0P9J7q6uqAvUkiSmwJO9O0qjYG2h5kUDVZSkpKOlSF96wu7297dXV1h1/67qlSampq4HK52ntqnlwuF8rKytqDX6D7Zd5V872Fcqxgnyuc78I9xQ0AJoAQJbFYjzOLagKIh/kxOm5KYdX8jlXzvd9TXV2NefPmITc3F1lZWX7bQkQJLvYds8BV80NI9vD5NgCqqumRNCzaWDWfiCg+Hj1nLPb37ovZVWsjPpbdqvkNANap6sQwT7Y8nP0ptlg1n4jiK84zTVvVPvxft/IvNRNEkhSr5hNRqgs6zixQsoeI9ANQAFNguAFAtaruCZYgQkREXYdKAieAiMhsANsB3AFgovW4S0Rui07TiIgoJYhAErGclYhMB+BQ1WxVzVPVidZjutks06LbTCIiSlba/p/YsTU5J4BsVV3sa4OqLhaRueEcTETKYC5TZlvHODrLIIL9iYgofhK2aj6AYMX2vCft9EtEFgJoUNVKKyjliojfOknh7k9ERPGXqPfMsoNsD2eEa6mqeo66rQIQKIMy3P2JiCiuBIk6BUyjiCwQkb6eK60pYO4DUBvKQUTEV+XYJpgMyYj3JyKi+DPZjLE9R9BgJiLjvdep6jqYgLVDRLaKyAYR2QqgEUCtqr4Q4vmzYYKRp2brvI4o7E9ERHGmndAzCyUBZCF8TLZpXeqrFJEJODLOrCbMWagdPta5g1U2rEBld38RKQXgHuV7SETeDaNtXclAAF/FuxEJiN+Lf/xufOP34t/A60Wi8d2c4GtlKMFsjMelw+Wqusdzo9VLW2ezUc04+v6b+7V3Dyzs/a0EkQoAEJEaX/W8iN+NP/xe/ON34xu/F/9i/d2EEszmqOoSEekPoMR6rAvjUmIgTTi6t+UAAFVtjsL+RETUBYRSzmqJ9bgbwBIAEJGh1lgyBVCpqtvtnFxV60Sk2Wt1NgCfE1eFuz8REXUNtifnVNXFqvprmHFec0Vkls02VHiNEysEUO5+ISJOr+0B9w90Hpvt6wr43fjG78U/fje+8XvxL6bfTcD5zMI6kLn8OBsmWWSBqm4K473uih5OAM2eFT2sJI5iVS0MZX8iIup6ohLMrPT9OQCKYZI0fmX12oiIiGLObm1GiEgOTAArhUnCWAmg0MpuJEp4kdT4FJFyVWXlGSKLdfsnX1WDzmcZi/q6QYOZiOS4Ezys+ctmwAQxF8wg6dthUvbDGV8WdSxW7J/N7wYwl4w3qOqi2Law81k1Pje4S6OJyEIRKfIqlRbovc5YtzGebPw/44D5w9b9nhpVrYtxMzudje/FczZbR4r+LBXAxINCmO8m2P62f/YCUtWAC4BlAMZbj60w6fH3Axgd7L2dtcAM7C7y9zrS/ZN5sfHdlHu9rgVQFu/PEYPvZZfX6wIAVSG8z2l9h0H3TdbFxv8zDpjKP+7XpQBWxPtzJMD3Uub12pWKP0te30d5CPvt8nod0s9e0OOGcOI2K4itBTA93l9YNL6cWH2ZibiE81mtX0oLvdaVAqiP9+eI8nfi8vG9uMzfdkHfW5rK/79omP/PWNvLYQqAd/h/Kd6fIwG+l1of61IuyHt8tqDBLJKfvWBLKKn5dTDzl01U1ZUh7N+pWKzYPxufNRtAmYh4X0JLtUtqtmp8WpdTlsesVQnA5s9HKbzGemqKFTGw+b00icgKj2OUwlzh6spiVl83lGBWrnG+HxYEixX7F9ZnVdUGAGOsR7dCpN6gdIePdZ41Pv2+L9V+SfsQ1v8zHn/4OEWkSERKPe65phI7vzfmAHCJyC7rO2nSSO8LJT+Hj3Wh/OwFFTSYqVUBJIE5fKwL9OWEu38yc/hYF/CzqsdNe+uHtACpN19cM8KrCYqo3KBODg4f6wL9P9Pea9cjE+a6b/KnEoePdcF+lhpgLsE2wE/B9i6oGWH+7IXK7nxmiaQZMSxWnOSaEdlnXQFggldPLRWEVePT6n0ctT5FNSO8/2fc62o81lUDSLXeWTPC/wOoHKaO7RiYMbilnpcdu6iY1de1Pc4sgbBYsX+2P6v1l/U8TcH0ag2/xqcLQLZHmnUhzGW1UgDVKRbsw/1/psHHtmbA9OxT6Gcq3D+AXNa2auuxUkTqANTHspGJzsbPXsiSPpiF++XE8stMNHY/qzX4scodyETElYJBrcLr0uFRNUEBuKxLZx0uL4oIADg1Bccm2vh5ahaRZhFxegR1h3tbrNrZ2Wz8LGXDK3CpaoOIdIVL1R14/ixZqwL+7NmVCpcZgc4rVpyMwvpurIy9bAA1IuKw/kcs6bTWdhI1VQrcSQtlMMMPPH/R+LxX6K4Var23LAWThoDwf54WoGNWXwmAoFUgklDI34vVI+twj8z6fyWVevEAzB+71s9QEYAZ1s+FZ/Znh5+lEH727LXDyvNPeixW7F+o3431w7bLxyEqVbW4UxpLCcHmz1M7TcFKF0B434v1h+AcePTQUvn3TLylTDAjIqKuK1UuMxIRURfGYEZEREmPwYyIiJIegxkRESU9BjOiTmYNeXAFW0dEoWMwIwqDiJSLSL2IqPV8obWUi0iVtb7eY/8ir9dOmDJhtYHWhdAOh3tSQ5ZIImJqPlHYrPFEC1U1y8c2J0z1lFzrtQtAiXpNJS8iqqoSbF2ANqyAmdGi2no+OxoVN1K02gt1AUlfzoookXiXLLICQyyCQ4F7IHuUB7QXIDbtJYopXmYkir4qHxOcRpsjRsdNudJl1DUwmBFFgVeNxgZYwcaqW5fws5i778HBzBBAlHR4mZEoOgoAVALtkzK6A9x8mAKsId0LC8YKjO7af+4JMMuty5ueRXDzASzwvo/mvoeHI/UCa6xLoTM89nEft96r9mABTE3CJlgzL7sLxFrHXWJtH2odr9BqW8rNSEGJhwkgRGHylQAiIiv83bsKNdkjzASQDvtagazOI5C6rDZ6FgMugJmjrjDA+3y2wdov3zORxSq6215s17q0WguTjFLpLsrbRWbopjhjMCMKkxXMygG4K8MXwMzX5DMQdVIwKweQ7RlQfexTD1PVvc5j3S5YwSdQG6z9hvro6XVYLyIKYAwzIqmz8TIjkT3NXr2UeM+HNw9mNmwXgDyYS4HNYs32bPWanD6CzIRggcfq0TUFmGm6/RIr0J7BSdSpmABCFB3xHricbbXBqaoVHpf2sq1Hn9mVIQYeJ4BmP9ua/B2bqDMxmBFFQQIkOVTBJFscdX/K7gzHViam+70OP7tl2zk2UbQxmBElOSvgOAEs99rksB49LzseNUwgwJg4p3VpsQbmEqbDxz4uAPEO5EQMZkTJzuNelvuSovs+Vx1MQHNY+xQDWOj5Xh/FjRs8glu2x/Hn+XhvGUx2ZDOI4ozBjCgM1hiseQAcIrLC+oXub1+nuwiwta/TxzqXr3VhHNM9tqwQgLvwsAumJzYPZpwbgPZLofM8ChQXWes9LxMWW/sUwePyoZV+v0JEykSk1CPtfpHVFpdHu8q9xrwRxRxT84mIKOmxZ0ZEREmPwYyIiJIegxkRESU9BjMiIkp6DGZERJT0GMyIiCjpMZgREVHSYzAjIqKkx2BGRERJj8GMiIiS3v8HFMbOzI+sKhMAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "plt.plot(rand_ddp1fill, np.cumsum(rand_ddp1fill) / len(rand_ddp1fill), lw=1, color='blue', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP1_ZMIN'], rand.meta['DDP1_ZMAX']))\n", + "plt.plot(rand_ddp2fill, np.cumsum(rand_ddp2fill) / len(rand_ddp2fill), lw=1, color='green', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP2_ZMIN'], rand.meta['DDP2_ZMAX']))\n", + "plt.plot(rand_ddp3fill, np.cumsum(rand_ddp3fill) / len(rand_ddp3fill), lw=1, color='red', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP3_ZMIN'], rand.meta['DDP3_ZMAX']))\n", + "\n", + "plt.xlabel('Fill factor')\n", + "plt.ylabel(r'Volume fraction ($\\geq$ Fill factor)')\n", + "\n", + "pl.xlim(0.0, 1.05)\n", + "pl.ylim(0.0, 1.05)\n", + "\n", + "plt.legend(frameon=False, loc=3)" + ] + }, + { + "cell_type": "markdown", + "id": "83a4e974", + "metadata": { + "papermill": { + "duration": 0.080031, + "end_time": "2022-03-01T13:00:13.936374", + "exception": false, + "start_time": "2022-03-01T13:00:13.856343", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "# Done." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "6964d660", + "metadata": { + "papermill": { + "duration": 0.121979, + "end_time": "2022-03-01T13:00:14.126342", + "exception": false, + "start_time": "2022-03-01T13:00:14.004363", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Lumfn", + "language": "python", + "name": "lumfn" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.9" + }, + "papermill": { + "default_parameters": {}, + "duration": 268.795163, + "end_time": "2022-03-01T13:00:16.852597", + "environment_variables": {}, + "exception": null, + "input_path": "docs/nb/randoms_n8_qa.ipynb", + "output_path": "test/pm_randoms_n8_G9_qa.ipynb", + "parameters": { + "field": "G9", + "survey": "gama" + }, + "start_time": "2022-03-01T12:55:48.057434", + "version": "2.3.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} \ No newline at end of file diff --git a/tests/pm_zmax_catQA.ipynb b/tests/pm_zmax_catQA.ipynb new file mode 100644 index 00000000..984707d7 --- /dev/null +++ b/tests/pm_zmax_catQA.ipynb @@ -0,0 +1,1225 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "33ee73e7", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:29.450427Z", + "iopub.status.busy": "2022-03-01T13:09:29.449481Z", + "iopub.status.idle": "2022-03-01T13:09:29.454057Z", + "shell.execute_reply": "2022-03-01T13:09:29.453181Z" + }, + "papermill": { + "duration": 0.052099, + "end_time": "2022-03-01T13:09:29.454264", + "exception": false, + "start_time": "2022-03-01T13:09:29.402165", + "status": "completed" + }, + "tags": [ + "injected-parameters" + ] + }, + "outputs": [], + "source": [ + "# Parameters\n", + "survey = \"gama\"\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "9c77ba0d", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:29.507255Z", + "iopub.status.busy": "2022-03-01T13:09:29.506590Z", + "iopub.status.idle": "2022-03-01T13:09:30.827049Z", + "shell.execute_reply": "2022-03-01T13:09:30.825964Z" + }, + "papermill": { + "duration": 1.349055, + "end_time": "2022-03-01T13:09:30.827303", + "exception": false, + "start_time": "2022-03-01T13:09:29.478248", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import os\n", + "import sys\n", + "import pylab as pl\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "from astropy.table import Table" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "b20f3b4f", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:30.889286Z", + "iopub.status.busy": "2022-03-01T13:09:30.888521Z", + "iopub.status.idle": "2022-03-01T13:09:30.891693Z", + "shell.execute_reply": "2022-03-01T13:09:30.890953Z" + }, + "papermill": { + "duration": 0.033519, + "end_time": "2022-03-01T13:09:30.891865", + "exception": false, + "start_time": "2022-03-01T13:09:30.858346", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "os.environ['CODE_ROOT'] = os.environ['HOME'] + '/DESI/'\n", + "\n", + "sys.path.append(os.environ['CODE_ROOT'])" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "0bfd1893", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:30.940988Z", + "iopub.status.busy": "2022-03-01T13:09:30.940380Z", + "iopub.status.idle": "2022-03-01T13:09:31.556347Z", + "shell.execute_reply": "2022-03-01T13:09:31.555739Z" + }, + "papermill": { + "duration": 0.642452, + "end_time": "2022-03-01T13:09:31.556504", + "exception": false, + "start_time": "2022-03-01T13:09:30.914052", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "import pubplot\n", + "\n", + "from vmaxer import vmaxer\n", + "from smith_kcorr import test_plots, test_nonnative_plots\n", + "from cosmo import distmod, volcom\n", + "from lumfn import lumfn\n", + "from schechter import named_schechter\n", + "from findfile import findfile" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "18faa267", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:31.600698Z", + "iopub.status.busy": "2022-03-01T13:09:31.600128Z", + "iopub.status.idle": "2022-03-01T13:09:31.603211Z", + "shell.execute_reply": "2022-03-01T13:09:31.603663Z" + }, + "papermill": { + "duration": 0.02769, + "end_time": "2022-03-01T13:09:31.603815", + "exception": false, + "start_time": "2022-03-01T13:09:31.576125", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [ + "survey = 'gama'\n", + "version = 'latest'\n", + "dryrun = False" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "b6e60c62", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:31.643996Z", + "iopub.status.busy": "2022-03-01T13:09:31.643495Z", + "iopub.status.idle": "2022-03-01T13:09:31.852362Z", + "shell.execute_reply": "2022-03-01T13:09:31.853286Z" + }, + "papermill": { + "duration": 0.232389, + "end_time": "2022-03-01T13:09:31.853591", + "exception": false, + "start_time": "2022-03-01T13:09:31.621202", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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ZGAMAZMINZMAXMCOLOR_0P0DDPMALL_0P0_VISZFIELDVMAXVZ
mag
float32float64float64float64float64bytes3float64float64
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0.155950.039030000567436220.1579620420584881-18.536470671927713-18.793359517282955G151738362.46252459121673832.8985113946
0.220790.039030000567436220.24282635034278316-19.58695176356978-19.608012263873803G96052015.607866064607980.002333049
0.114580.039030000567436220.20004425040188942-19.13298043380075-18.07713914432092G153466141.89457807664025.6291286683
0.216540.039030000567436220.24933107583550496-20.032415909713364-19.561833913510945G96526019.0554877164357335.38176644
0.191010.039030000567436220.22014528332254174-19.29459927768612-19.267592612289832G94569391.238952893031266.6305087632
0.204030.039030000567436220.26298999786376953-19.972380821618955-19.421818615577166G97594841.6128832083669797.831405484
0.187360.039030000567436220.2058879448269272-19.53376158976204-19.222068786440754G123767242.8471841652865879.899412097
0.229620.039030000567436220.26298999786376953-20.381241517406725-19.700664418955498G97594841.6128832085157156.749923498
0.210450.039030000567436220.26298999786376953-20.380649274682924-19.49514503972804G157594841.6128832084013370.5718313963
........................
0.193830.039030000567436220.19864692077725885-19.475829265010326-19.30148713999532G123396469.63381392143163076.607021089
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0.218350.039030000567436220.2314150920068459-19.891396833567654-19.581654408189806G95273566.3429757714463005.823323938
0.188410.039030000567436220.22148460477465073-19.753852764052898-19.23534659989433G154649782.8380692542912857.7215462117
0.079390.039030000567436220.2540177617378949-19.607341971803066-17.23371067303656G156881432.651962878206704.09995958628
0.184420.039030000567436220.26298999786376953-21.95212719738302-19.18489075802353G97594841.6128832082736893.4824762125
0.179140.039030000567436220.26298999786376953-20.43300117271917-19.11751961404195G97594841.6128832082514570.410283935
0.216360.039030000567436220.22007627170147268-19.19148967673042-19.559862911055742G94565272.6713947864346913.976311187
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0.054690.039030000567436220.05478799953203873-16.312012654988695-16.376546150727087G949846.090160756549430.186846326076
0.083480.039030000567436220.20725488547437532-19.537757933229113-17.346388250469836G123839964.4921885375244316.16387475358
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"0.21654 0.03903000056743622 0.24933107583550496 -20.032415909713364 -19.561833913510945 G9 6526019.055487716 4357335.38176644\n", + "0.19101 0.03903000056743622 0.22014528332254174 -19.29459927768612 -19.267592612289832 G9 4569391.23895289 3031266.6305087632\n", + "0.20403 0.03903000056743622 0.26298999786376953 -19.972380821618955 -19.421818615577166 G9 7594841.612883208 3669797.831405484\n", + "0.18736 0.03903000056743622 0.2058879448269272 -19.53376158976204 -19.222068786440754 G12 3767242.847184165 2865879.899412097\n", + "0.22962 0.03903000056743622 0.26298999786376953 -20.381241517406725 -19.700664418955498 G9 7594841.612883208 5157156.749923498\n", + "0.21045 0.03903000056743622 0.26298999786376953 -20.380649274682924 -19.49514503972804 G15 7594841.612883208 4013370.5718313963\n", + " ... ... ... ... ... ... ... ...\n", + "0.19383 0.03903000056743622 0.19864692077725885 -19.475829265010326 -19.30148713999532 G12 3396469.6338139214 3163076.607021089\n", + "0.20962 0.03903000056743622 0.26298999786376953 -20.372571307213814 -19.485863654226375 G9 7594841.612883208 3967861.5556528755\n", + "0.13589 0.03903000056743622 0.24439058743407419 -20.022848141317812 -18.47292558389706 G15 6163972.4200204015 1111842.8349327655\n", + "0.21835 0.03903000056743622 0.2314150920068459 -19.891396833567654 -19.581654408189806 G9 5273566.342975771 4463005.823323938\n", + "0.18841 0.03903000056743622 0.22148460477465073 -19.753852764052898 -19.23534659989433 G15 4649782.838069254 2912857.7215462117\n", + "0.07939 0.03903000056743622 0.2540177617378949 -19.607341971803066 -17.23371067303656 G15 6881432.651962878 206704.09995958628\n", + "0.18442 0.03903000056743622 0.26298999786376953 -21.95212719738302 -19.18489075802353 G9 7594841.612883208 2736893.4824762125\n", + "0.17914 0.03903000056743622 0.26298999786376953 -20.43300117271917 -19.11751961404195 G9 7594841.612883208 2514570.410283935\n", + "0.21636 0.03903000056743622 0.22007627170147268 -19.19148967673042 -19.559862911055742 G9 4565272.671394786 4346913.976311187\n", + "0.07479 0.03903000056743622 0.26298999786376953 -21.41930366150835 -17.093257571181535 G12 7594841.612883208 168659.59705849725\n", + "0.05469 0.03903000056743622 0.05478799953203873 -16.312012654988695 -16.376546150727087 G9 49846.0901607565 49430.186846326076\n", + "0.08348 0.03903000056743622 0.20725488547437532 -19.537757933229113 -17.346388250469836 G12 3839964.4921885375 244316.16387475358" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fpath = findfile(ftype='vmax', dryrun=dryrun, version=version, survey=survey)\n", + "gama_vmax = Table.read(fpath)\n", + "gama_vmax" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "a1f0ec32", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:32.107627Z", + "iopub.status.busy": "2022-03-01T13:09:32.101446Z", + "iopub.status.idle": "2022-03-01T13:09:32.373656Z", + "shell.execute_reply": "2022-03-01T13:09:32.374651Z" + }, + "papermill": { + "duration": 0.361425, + "end_time": "2022-03-01T13:09:32.374963", + "exception": false, + "start_time": "2022-03-01T13:09:32.013538", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'ZMAX')" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "_ = pl.hist(gama_vmax['ZMAX'], bins=np.arange(0.0, 0.3, 0.01), histtype='step')\n", + "pl.xlabel('ZMAX')" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "da865626", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:32.450044Z", + "iopub.status.busy": "2022-03-01T13:09:32.449295Z", + "iopub.status.idle": "2022-03-01T13:09:32.463310Z", + "shell.execute_reply": "2022-03-01T13:09:32.463858Z" + }, + "papermill": { + "duration": 0.05244, + "end_time": "2022-03-01T13:09:32.464042", + "exception": false, + "start_time": "2022-03-01T13:09:32.411602", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "array([0.03903 , 0.03981007])" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.unique(gama_vmax['ZMIN'].data)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "f0a7f470", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:32.577207Z", + "iopub.status.busy": "2022-03-01T13:09:32.576018Z", + "iopub.status.idle": "2022-03-01T13:09:32.868875Z", + "shell.execute_reply": "2022-03-01T13:09:32.869704Z" + }, + "papermill": { + "duration": 0.380482, + "end_time": "2022-03-01T13:09:32.869997", + "exception": false, + "start_time": "2022-03-01T13:09:32.489515", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, '$z_{\\\\rm max}$')" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1,1,figsize=(10,10))\n", + "\n", + "ax.plot(gama_zmax['ZGAMA'], gama_zmax['ZMAX'], marker=',', lw=0.0)\n", + "ax.plot(gama_vmax['ZGAMA'], gama_vmax['ZMAX'], marker=',', lw=0.0)\n", + "\n", + "# ax.axvline(zmin, c='k', lw=0.5) \n", + "# ax.axvline(zmax, c='k', lw=0.5) \n", + " \n", + "# ax.axhline(zmin, c='k', lw=0.5) \n", + "# ax.axhline(zmax, c='k', lw=0.5) \n", + "\n", + "ax.set_xlim(0.0, 0.55)\n", + "ax.set_ylim(0.0, 0.55)\n", + "\n", + "ax.set_xlabel(r'$z$')\n", + "ax.set_ylabel(r'$z_{\\rm max}$')" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "76d77368", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:33.002520Z", + "iopub.status.busy": "2022-03-01T13:09:32.993820Z", + "iopub.status.idle": "2022-03-01T13:09:33.609550Z", + "shell.execute_reply": "2022-03-01T13:09:33.610475Z" + }, + "papermill": { + "duration": 0.703836, + "end_time": "2022-03-01T13:09:33.610786", + "exception": false, + "start_time": "2022-03-01T13:09:32.906950", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 11, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1,1,figsize=(10,10))\n", + "\n", + "sc = ax.scatter(gama_zmax['ZMAX'], gama_zmax['MCOLOR_0P0'], marker='.', lw=0.0, s=1, c=gama_zmax['REST_GMR_0P0'], vmin=0.0, vmax=1.0)\n", + "\n", + "ax.set_xlim(0.03, 0.52)\n", + "ax.set_ylim(-23., -15.)\n", + "\n", + "ax.set_xlabel(r'$z_{\\rm max}$')\n", + "ax.set_ylabel(r'$^{0.0}M_{\\rm Colour}$', fontsize=16)\n", + "\n", + "plt.colorbar(sc, label='Rest \\ $^{0.0}(g-r)$')" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "9514855a", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:33.756518Z", + "iopub.status.busy": "2022-03-01T13:09:33.754896Z", + "iopub.status.idle": "2022-03-01T13:09:33.919445Z", + "shell.execute_reply": "2022-03-01T13:09:33.920288Z" + }, + "papermill": { + "duration": 0.263746, + "end_time": "2022-03-01T13:09:33.920570", + "exception": false, + "start_time": "2022-03-01T13:09:33.656824", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'DEC [deg.]')" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "pl.plot(gama_zmax['RA'], gama_zmax['DEC'], marker=',', lw=0.0)\n", + "\n", + "pl.xlim(240., 120.)\n", + "\n", + "pl.xlabel('RA [deg.]')\n", + "pl.ylabel('DEC [deg.]')" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "d3cdd7f4", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:34.010229Z", + "iopub.status.busy": "2022-03-01T13:09:34.009595Z", + "iopub.status.idle": "2022-03-01T13:09:34.057155Z", + "shell.execute_reply": "2022-03-01T13:09:34.056118Z" + }, + "papermill": { + "duration": 0.090728, + "end_time": "2022-03-01T13:09:34.057375", + "exception": false, + "start_time": "2022-03-01T13:09:33.966647", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
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MEDIAN_MPHI_NPHI_N_ERRORPHI_IVMAXPHI_IVMAX_ERRORNV_ON_VMAX
float64float64float64float64float64float64float64
-25.40.00.00.00.00.0--
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.....................
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" + ], + "text/plain": [ + "\n", + " MEDIAN_M PHI_N PHI_N_ERROR PHI_IVMAX PHI_IVMAX_ERROR N V_ON_VMAX \n", + " float64 float64 float64 float64 float64 float64 float64 \n", + "------------------- ---------------------- ---------------------- --------------------- ---------------------- ------- --------------------\n", + " -25.4 0.0 0.0 0.0 0.0 0.0 --\n", + "-25.200000000000003 0.0 0.0 0.0 0.0 0.0 --\n", + " -25.0 0.0 0.0 0.0 0.0 0.0 --\n", + "-24.800000000000004 0.0 0.0 0.0 0.0 0.0 --\n", + " -24.6 0.0 0.0 0.0 0.0 0.0 --\n", + "-24.400000000000006 0.0 0.0 0.0 0.0 0.0 --\n", + "-24.200000000000003 0.0 0.0 0.0 0.0 0.0 --\n", + "-24.000000000000007 0.0 0.0 0.0 0.0 0.0 --\n", + "-23.800000000000004 0.0 0.0 0.0 0.0 0.0 --\n", + " -23.60000000000001 0.0 0.0 0.0 0.0 0.0 --\n", + "-23.400000000000006 0.0 0.0 0.0 0.0 0.0 --\n", + " -23.42293176064758 6.583415764087122e-07 6.583415764087122e-07 6.584922389746205e-07 6.584922389746205e-07 1.0 0.9997712006960888\n", + " ... ... ... ... ... ... ...\n", + "-18.210680967022103 0.001580678124957318 3.22587372440269e-05 0.012580438881076109 0.0002594531471564492 2401.0 0.12964537729372896\n", + "-18.005531487039228 0.0011863315206884996 2.794658053274875e-05 0.012409594762771885 0.00029482208472765846 1802.0 0.09813916342801689\n", + "-17.806770806245083 0.000992779097224338 2.5565362424426706e-05 0.01381931287635131 0.0003588176756506515 1508.0 0.07389117751531793\n", + " -17.60540082245031 0.0007972516490309505 2.2909908498671075e-05 0.014698315005989913 0.0004251688564666649 1211.0 0.05518194314959416\n", + "-17.403713154375016 0.0006827002147358345 2.1200234328510514e-05 0.016877688941591893 0.0005273854139469358 1037.0 0.041027935766775755\n", + "-17.212893850404157 0.0005516902410305008 1.9057823143510443e-05 0.018073731805247826 0.0006278194700539957 838.0 0.030985802528041846\n", + "-17.016257753703133 0.00035155440180225235 1.5213246828863214e-05 0.015731810903988393 0.0006850130616316443 534.0 0.022844181546381424\n", + "-16.806631082779923 0.00025543653164658033 1.2967825142119382e-05 0.01604767169743556 0.0008200072856345317 388.0 0.016161457253183884\n", + "-16.604055320370207 0.0002383196506599538 1.2525802748911848e-05 0.021058990156774846 0.001113913779532084 362.0 0.01144087266008334\n", + "-16.407765796266453 0.00020737759656874435 1.1684403871696542e-05 0.026579095532122038 0.001507698282257368 315.0 0.007817437918952234\n", + "-16.228752020563036 0.00010796801853102881 8.43088580882475e-06 0.0207362383674028 0.0016335749191855819 164.0 0.005359130088187801\n", + "-16.007578916653898 5.727571714755796e-05 6.140601429572092e-06 0.01942763995932177 0.002111248913362894 87.0 0.003012505265889661" + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "fpath = findfile(ftype='lumfn', dryrun=dryrun, version=version, survey=survey)\n", + "gama_lf = Table.read(fpath)\n", + "gama_lf" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "086b673d", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:34.151919Z", + "iopub.status.busy": "2022-03-01T13:09:34.151268Z", + "iopub.status.idle": "2022-03-01T13:09:34.366993Z", + "shell.execute_reply": "2022-03-01T13:09:34.367924Z" + }, + "papermill": { + "duration": 0.263778, + "end_time": "2022-03-01T13:09:34.368206", + "exception": false, + "start_time": "2022-03-01T13:09:34.104428", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_158345/3573005910.py:6: RuntimeWarning: divide by zero encountered in log10\n", + " pl.plot(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), label='RAW', lw=1.)\n", + "/tmp/ipykernel_158345/3573005910.py:7: RuntimeWarning: divide by zero encountered in log10\n", + " pl.plot(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), label='IVMAX', lw=1.)\n" + ] + }, + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "Ms = np.arange(-23., -15., 0.01)\n", + "sc = named_schechter(Ms, named_type='TMR')\n", + "\n", + "pl.plot(Ms, np.log10(sc), label='TMR', lw=1.)\n", + "\n", + "pl.plot(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), label='RAW', lw=1.)\n", + "pl.plot(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), label='IVMAX', lw=1.)\n", + "\n", + "pl.xlabel(r'$M$')\n", + "pl.ylabel(r'$\\Phi(M)$')\n", + "\n", + "pl.ylim(-4.25, -1.)\n", + "pl.xlim(-23., -15.5)\n", + "\n", + "pl.legend(frameon=False, loc=2)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "e2045f20", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:34.468676Z", + "iopub.status.busy": "2022-03-01T13:09:34.468018Z", + "iopub.status.idle": "2022-03-01T13:09:34.653250Z", + "shell.execute_reply": "2022-03-01T13:09:34.654170Z" + }, + "papermill": { + "duration": 0.233377, + "end_time": "2022-03-01T13:09:34.654448", + "exception": false, + "start_time": "2022-03-01T13:09:34.421071", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, '$V/V_{Max}$')" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "_ = pl.hist(gama_vmax['VZ'] / gama_vmax['VMAX'], bins=np.arange(0.0, 1.0, 0.05), histtype='step', density=True)\n", + "\n", + "pl.xlabel('$V/V_{Max}$')" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "bad9f04f", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:34.762612Z", + "iopub.status.busy": "2022-03-01T13:09:34.758086Z", + "iopub.status.idle": "2022-03-01T13:09:35.016100Z", + "shell.execute_reply": "2022-03-01T13:09:35.017033Z" + }, + "papermill": { + "duration": 0.308126, + "end_time": "2022-03-01T13:09:35.017331", + "exception": false, + "start_time": "2022-03-01T13:09:34.709205", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fields = ['G9', 'G12', 'G15']\n", + "for field in fields:\n", + " field_vmax = gama_vmax[gama_vmax['FIELD'] == field]\n", + " _ = pl.hist(field_vmax['VZ'] / field_vmax['VMAX'], bins=np.arange(0.0, 1.001, 0.05), histtype='step', density=True, label=field)\n", + "\n", + "pl.legend()\n", + "pl.xlabel('$V/V_{Max}$')\n", + "pl.ylim(0, 1.45)\n", + "pl.show()\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3b309a72", + "metadata": { + "papermill": { + "duration": 0.053025, + "end_time": "2022-03-01T13:09:35.137625", + "exception": false, + "start_time": "2022-03-01T13:09:35.084600", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "695430b4", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:35.230749Z", + "iopub.status.busy": "2022-03-01T13:09:35.229680Z", + "iopub.status.idle": "2022-03-01T13:09:36.428048Z", + "shell.execute_reply": "2022-03-01T13:09:36.428983Z" + }, + "papermill": { + "duration": 1.248267, + "end_time": "2022-03-01T13:09:36.429281", + "exception": false, + "start_time": "2022-03-01T13:09:35.181014", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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" + ], + "text/plain": [ + "\n", + " CATAID OBJID RA DEC R_PETRO ... ZMAX ZMAX_WARN DELTA_DETMAG_BRIGHT ZMIN ZMIN_WARN\n", + " deg deg mag ... mag \n", + " int32 int64 float64 float64 float32 ... float64 float64 float32 float64 float64 \n", + "------- ------------------ ------------ ----------- ---------- ... ------------------ --------- ------------------- -------------------- ---------\n", + " 185322 587725041702469675 179.83440251 -1.64817036 14.160493 ... -99.0 2.0 -2.160493 0.03154120966707457 0.0\n", + " 178839 587725041166581794 182.1835035 -2.07231294 14.328211 ... -99.0 2.0 -2.3282108 0.039334234229219986 0.0\n", + " 125489 587724649258876969 184.17810296 -2.69967347 14.425353 ... -99.0 2.0 -2.425353 0.09538586652718395 0.0\n", + " 718921 587726031728017438 217.2773885 1.28502947 14.456577 ... 1.1327446851177603 1.0 -2.4565773 0.027777561711799695 0.0\n", + " 423776 587728879796093009 137.38205797 2.9559053 14.904024 ... 1.0458491090380897 1.0 -2.9040241 0.03981006674260368 0.0\n", + " 402898 587728308032700482 177.930413 1.9912852 15.154907 ... 0.6363174309306606 1.0 -3.1549072 0.01821402409100862 0.0\n", + " 55245 587722982814318600 181.07946541 -0.31550504 15.221583 ... -99.0 2.0 -3.2215834 0.02155160084827179 0.0\n", + " 164223 587725040090546261 176.91220582 -2.82404411 15.538947 ... -99.0 2.0 -3.538947 0.024622432217580436 0.0\n", + " 279902 587726031694135321 139.86515197 0.93671887 15.750058 ... -99.0 2.0 -3.7500582 0.015143992242509292 0.0\n", + " 376679 587727943490339001 134.64993531 1.53042167 15.8212805 ... 0.6271826751914104 1.0 -3.8212805 0.01877490582387931 0.0\n", + " 23743 588848901524553740 182.83851216 1.06385288 15.987492 ... -99.0 2.0 -3.9874916 0.020115906605049184 0.0\n", + " ... ... ... ... ... ... ... ... ... ... ...\n", + " 484671 587729777980014871 211.96306967 -1.96789383 17.992308 ... -99.0 2.0 -5.9923077 0.015903840222339084 0.0\n", + " 376800 587727943490601059 135.22666288 1.4348097 17.999638 ... -99.0 2.0 -5.9996376 0.015187712666352698 0.0\n", + " 177450 587725041164222711 176.80998488 -1.99897157 18.001045 ... -99.0 2.0 -6.001045 0.014965132271023477 0.0\n", + " 30518 587722981738217485 175.70064254 -1.18234501 18.001783 ... -99.0 2.0 -6.0017834 0.01301876342240668 0.0\n", + " 105411 587722984438300903 211.65922653 1.04849647 18.020824 ... -99.0 2.0 -6.0208244 0.013677861367422462 0.0\n", + "3593025 587729150378377464 139.16666453 -1.77357705 18.030323 ... -99.0 2.0 -6.030323 0.0155668303082293 0.0\n", + " 750131 588848900988665982 185.20003749 0.63999913 18.074322 ... -99.0 2.0 -6.0743217 0.013264074523358276 0.0\n", + " 300652 587726032226812175 130.27215912 1.17050681 18.08109 ... 1.89148805500651 1.0 -6.081091 0.012457667621748597 0.0\n", + " 324452 587726032766173370 135.94879061 1.6686448 18.235003 ... -99.0 2.0 -6.2350025 0.012415248372695175 0.0\n", + " 748358 588848900449304644 179.48112588 0.28444646 18.245932 ... -99.0 2.0 -6.2459316 0.013036160595095653 0.0\n", + " 238492 587726014547165187 214.45314846 1.63617383 18.330374 ... -99.0 2.0 -6.330374 0.012217707188785929 0.0\n", + " 727391 587727944563818512 133.93707095 2.25044487 18.410467 ... -99.0 2.0 -6.410467 0.012096208783751212 0.0" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "spurious = gama_zmax[gama_zmax['ZMAX_WARN'] > 0.0]\n", + "spurious.sort('R_PETRO')\n", + "spurious" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "629e016a", + "metadata": { + "execution": { + "iopub.execute_input": "2022-03-01T13:09:36.766053Z", + "iopub.status.busy": "2022-03-01T13:09:36.765343Z", + "iopub.status.idle": "2022-03-01T13:09:36.793268Z", + "shell.execute_reply": "2022-03-01T13:09:36.792748Z" + }, + "papermill": { + "duration": 0.099988, + "end_time": "2022-03-01T13:09:36.793407", + "exception": false, + "start_time": "2022-03-01T13:09:36.693419", + "status": "completed" + }, + "tags": [] + }, + "outputs": [ + { + "data": { + "text/html": [ + "
Table length=0\n", + "
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CATAIDOBJIDRADECR_PETROZGAMANQSPECIDSURVEY_CLASSUMAG_DRED_SDSSGMAG_DRED_SDSSRMAG_DRED_SDSSIMAG_DRED_SDSSZMAG_DRED_SDSSLUMDISTDISTMODFIELDCARTESIAN_XCARTESIAN_YCARTESIAN_ZROTCARTESIAN_XROTCARTESIAN_YROTCARTESIAN_ZGMRDETMAGREST_GMR_0P1REST_GMR_0P1_WARNREST_GMR_0P1_INDEXKCORR_R0P1KCORR_G0P1KCORR_R0P0KCORR_G0P0REST_GMR_0P0Q_COLOR_0P0EQ_ALL_0P0EQ_COLOR_0P0MALL_0P0MCOLOR_0P0MQZERO_0P0Z_THETA_QALLZ_THETA_QCOLORDDPKCORR_R0P1DDPKCORR_G0P1DDPKCORR_R0P0DDPKCORR_G0P0DDPMALL_0P0DELTA_DETMAG_FAINTZMAXZMAX_WARNDELTA_DETMAG_BRIGHTZMINZMIN_WARN
degdegmagmagmagmagmagmagMpcmagmagmagmagmagmagmagmagmagmag
int32int64float64float64float32float32int16bytes33int16float32float32float32float32float32float64float64bytes3float64float64float64float64float64float64float32float32float64int32int64float64float64float64float64float64float64float32float32float64float64float64float64float64float64float64float64float64float64float32float64float64float32float64float64
" + ], + "text/plain": [ + "\n", + "CATAID OBJID RA DEC R_PETRO ZGAMA NQ SPECID ... DDPMALL_0P0 DELTA_DETMAG_FAINT ZMAX ZMAX_WARN DELTA_DETMAG_BRIGHT ZMIN ZMIN_WARN\n", + " deg deg mag ... mag mag mag \n", + "int32 int64 float64 float64 float32 float32 int16 bytes33 ... float64 float32 float64 float64 float32 float64 float64 \n", + "------ ----- ------- ------- ------- ------- ----- ------- ... ----------- ------------------ ------- --------- ------------------- ------- ---------" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "spurious = gama_zmax[gama_zmax['ZMIN_WARN'] > 0.0]\n", + "spurious.sort('R_PETRO')\n", + "spurious" + ] + }, + { + "cell_type": "markdown", + "id": "39a1fbe0", + "metadata": { + "papermill": { + "duration": 0.038939, + "end_time": "2022-03-01T13:09:36.876594", + "exception": false, + "start_time": "2022-03-01T13:09:36.837655", + "status": "completed" + }, + "tags": [] + }, + "source": [ + "# Done." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "44ff501d", + "metadata": { + "papermill": { + "duration": 0.032968, + "end_time": "2022-03-01T13:09:36.945023", + "exception": false, + "start_time": "2022-03-01T13:09:36.912055", + "status": "completed" + }, + "tags": [] + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Lumfn", + "language": "python", + "name": "lumfn" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.9" + }, + "papermill": { + "default_parameters": {}, + "duration": 9.298083, + "end_time": "2022-03-01T13:09:37.399389", + "environment_variables": {}, + "exception": null, + "input_path": "docs/nb/zmax_catQA.ipynb", + "output_path": "test/pm_zmax_catQA.ipynb", + "parameters": { + "survey": "gama" + }, + "start_time": "2022-03-01T13:09:28.101306", + "version": "2.3.3" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} \ No newline at end of file From 1b5a29771c1679d1beccff01a12376f0567a73ba Mon Sep 17 00:00:00 2001 From: Michael J Wilson Date: Fri, 10 Jun 2022 10:06:10 +0100 Subject: [PATCH 02/10] Add src. --- src/lumfn.egg-info/PKG-INFO | 20 + src/lumfn.egg-info/SOURCES.txt | 65 + src/lumfn.egg-info/dependency_links.txt | 1 + src/lumfn.egg-info/top_level.txt | 1 + src/lumfn/__init__.py | 0 src/lumfn/abs_mag.py | 3 + src/lumfn/bin/custom/gold_d8_pipeline | 81 + src/lumfn/bin/custom/gold_pipeline | 95 + src/lumfn/bin/custom/rand_d8_pipeline | 56 + src/lumfn/bin/custom/rand_ddp1_d8_pipeline | 71 + src/lumfn/bin/custom/rand_ddp1_pipeline | 99 + src/lumfn/bin/custom/rand_pipeline | 87 + src/lumfn/bin/gold_d8_pipeline | 78 + src/lumfn/bin/gold_pipeline | 94 + src/lumfn/bin/pipeline.py | 267 ++ src/lumfn/bin/rand_d8_pipeline | 57 + src/lumfn/bin/rand_ddp1_d8_pipeline | 73 + src/lumfn/bin/rand_ddp1_pipeline | 101 + src/lumfn/bin/rand_pipeline | 88 + src/lumfn/bin/rundiff.py | 65 + src/lumfn/bin/rundiffs/v4/gama_gold.txt | 43 + .../rundiffs/v4/gama_gold_G12_ddp_n8_d0_0.txt | 76 + .../rundiffs/v4/gama_gold_G12_ddp_n8_d0_1.txt | 76 + .../rundiffs/v4/gama_gold_G12_ddp_n8_d0_2.txt | 76 + .../rundiffs/v4/gama_gold_G12_ddp_n8_d0_3.txt | 76 + .../rundiffs/v4/gama_gold_G15_ddp_n8_d0_0.txt | 76 + .../rundiffs/v4/gama_gold_G15_ddp_n8_d0_1.txt | 76 + .../rundiffs/v4/gama_gold_G15_ddp_n8_d0_2.txt | 76 + .../rundiffs/v4/gama_gold_G15_ddp_n8_d0_3.txt | 76 + .../rundiffs/v4/gama_gold_G9_ddp_n8_d0_0.txt | 76 + .../rundiffs/v4/gama_gold_G9_ddp_n8_d0_1.txt | 76 + .../rundiffs/v4/gama_gold_G9_ddp_n8_d0_2.txt | 76 + .../rundiffs/v4/gama_gold_G9_ddp_n8_d0_3.txt | 76 + src/lumfn/bin/rundiffs/v4/gama_gold_ddp.txt | 90 + .../bin/rundiffs/v4/gama_gold_ddp_n8.txt | 102 + src/lumfn/bin/rundiffs/v4/gama_gold_kE.txt | 49 + src/lumfn/bin/rundiffs/v4/gama_gold_lumfn.txt | 33 + src/lumfn/bin/rundiffs/v4/gama_gold_vmax.txt | 68 + src/lumfn/bin/rundiffs/v4/gama_gold_zmax.txt | 49 + src/lumfn/bin/rundiffs/v4/missing.txt | 0 src/lumfn/bin/rundiffs/v4/new.txt | 25 + src/lumfn/bin/serialorparallel | 83 + src/lumfn/bitmask.py | 238 + src/lumfn/bound_dist.py | 209 + src/lumfn/boundary.py | 247 ++ src/lumfn/cartesian.py | 52 + src/lumfn/cobaya_example.py | 54 + src/lumfn/config.py | 138 + src/lumfn/configs/config.yaml | 5 + src/lumfn/cosmo.py | 68 + src/lumfn/data/__init__.py | 0 src/lumfn/data/ajs_kcorr_gband_z01.dat | 7 + src/lumfn/data/ajs_kcorr_rband_z01.dat | 8 + src/lumfn/data/desi_fields.txt | 8 + src/lumfn/data/gama_fields.txt | 3 + src/lumfn/data/gama_gold_dryrun.fits | 3905 +++++++++++++++++ src/lumfn/data/ke_params.py | 4 + src/lumfn/data/lss_full_cols.txt | 119 + src/lumfn/data/schechters.py | 4 + src/lumfn/data/tmr_kcorr.txt | 8 + src/lumfn/data/tmr_ref_stepwise.txt | 35 + src/lumfn/ddp.py | 93 + src/lumfn/ddp_limits.py | 175 + src/lumfn/ddp_zlimits.py | 5 + src/lumfn/delta8_limits.py | 26 + src/lumfn/desi_gold.py | 329 ++ src/lumfn/desi_randoms.py | 55 + src/lumfn/errorlog.py | 109 + src/lumfn/fillfactor.py | 352 ++ src/lumfn/findfile.py | 433 ++ src/lumfn/fit_schechter.py | 69 + src/lumfn/gama_gold.py | 194 + src/lumfn/gama_limits.py | 30 + src/lumfn/gen_ddp_cat.py | 84 + src/lumfn/gen_ddp_n8.py | 284 ++ src/lumfn/gen_gold.py | 38 + src/lumfn/gen_gold_lf.py | 303 ++ src/lumfn/gen_kEcat.py | 144 + src/lumfn/gen_rand_ddp_N8.py | 156 + src/lumfn/gen_zmax_cat.py | 209 + src/lumfn/jackknife_limits.py | 155 + src/lumfn/linlogplot.py | 29 + src/lumfn/lss.py | 42 + src/lumfn/lumfn.py | 230 + src/lumfn/lumfn_stepwise.py | 311 ++ src/lumfn/params.py | 5 + src/lumfn/poisson.py | 37 + src/lumfn/pubplot.py | 53 + src/lumfn/rand_slicer.py | 10 + src/lumfn/randoms.py | 274 ++ src/lumfn/renormalise_d8LF.py | 43 + src/lumfn/rest_gmr.py | 73 + src/lumfn/ros_tools.py | 64 + src/lumfn/runtime.py | 47 + src/lumfn/schechter.py | 78 + src/lumfn/smith_kcorr.py | 248 ++ src/lumfn/style.mplstyle | 6 + src/lumfn/submit.py | 160 + src/lumfn/summary_stats.py | 121 + src/lumfn/surface_brightness.py | 7 + src/lumfn/tables/Tab2.tex | 11 + src/lumfn/tables/Tab3.tex | 17 + src/lumfn/test_allnb.py | 122 + src/lumfn/tidyup.py | 32 + src/lumfn/tmr_ecorr.py | 38 + src/lumfn/tmr_kcorr.py | 73 + src/lumfn/utils.py | 22 + src/lumfn/vmaxer.py | 119 + src/lumfn/volfracs.py | 196 + 109 files changed, 13679 insertions(+) create mode 100644 src/lumfn.egg-info/PKG-INFO create mode 100644 src/lumfn.egg-info/SOURCES.txt create mode 100644 src/lumfn.egg-info/dependency_links.txt create mode 100644 src/lumfn.egg-info/top_level.txt create mode 100644 src/lumfn/__init__.py create mode 100644 src/lumfn/abs_mag.py create mode 100755 src/lumfn/bin/custom/gold_d8_pipeline create mode 100755 src/lumfn/bin/custom/gold_pipeline create mode 100755 src/lumfn/bin/custom/rand_d8_pipeline create mode 100755 src/lumfn/bin/custom/rand_ddp1_d8_pipeline create mode 100755 src/lumfn/bin/custom/rand_ddp1_pipeline create mode 100755 src/lumfn/bin/custom/rand_pipeline create mode 100755 src/lumfn/bin/gold_d8_pipeline create mode 100755 src/lumfn/bin/gold_pipeline create mode 100755 src/lumfn/bin/pipeline.py create mode 100755 src/lumfn/bin/rand_d8_pipeline create mode 100755 src/lumfn/bin/rand_ddp1_d8_pipeline create mode 100755 src/lumfn/bin/rand_ddp1_pipeline create mode 100755 src/lumfn/bin/rand_pipeline create mode 100755 src/lumfn/bin/rundiff.py create mode 100644 src/lumfn/bin/rundiffs/v4/gama_gold.txt create mode 100644 src/lumfn/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_0.txt create mode 100644 src/lumfn/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_1.txt create mode 100644 src/lumfn/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_2.txt create mode 100644 src/lumfn/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_3.txt create mode 100644 src/lumfn/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_0.txt create mode 100644 src/lumfn/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_1.txt create mode 100644 src/lumfn/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_2.txt create mode 100644 src/lumfn/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_3.txt create mode 100644 src/lumfn/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_0.txt create mode 100644 src/lumfn/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_1.txt create mode 100644 src/lumfn/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_2.txt create mode 100644 src/lumfn/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_3.txt create mode 100644 src/lumfn/bin/rundiffs/v4/gama_gold_ddp.txt create mode 100644 src/lumfn/bin/rundiffs/v4/gama_gold_ddp_n8.txt create mode 100644 src/lumfn/bin/rundiffs/v4/gama_gold_kE.txt create mode 100644 src/lumfn/bin/rundiffs/v4/gama_gold_lumfn.txt create mode 100644 src/lumfn/bin/rundiffs/v4/gama_gold_vmax.txt create mode 100644 src/lumfn/bin/rundiffs/v4/gama_gold_zmax.txt create mode 100644 src/lumfn/bin/rundiffs/v4/missing.txt create mode 100644 src/lumfn/bin/rundiffs/v4/new.txt create mode 100755 src/lumfn/bin/serialorparallel create mode 100644 src/lumfn/bitmask.py create mode 100644 src/lumfn/bound_dist.py create mode 100644 src/lumfn/boundary.py create mode 100644 src/lumfn/cartesian.py create mode 100644 src/lumfn/cobaya_example.py create mode 100644 src/lumfn/config.py create mode 100644 src/lumfn/configs/config.yaml create mode 100644 src/lumfn/cosmo.py create mode 100644 src/lumfn/data/__init__.py create mode 100644 src/lumfn/data/ajs_kcorr_gband_z01.dat create mode 100644 src/lumfn/data/ajs_kcorr_rband_z01.dat create mode 100644 src/lumfn/data/desi_fields.txt create mode 100644 src/lumfn/data/gama_fields.txt create mode 100755 src/lumfn/data/gama_gold_dryrun.fits create mode 100644 src/lumfn/data/ke_params.py create mode 100644 src/lumfn/data/lss_full_cols.txt create mode 100644 src/lumfn/data/schechters.py create mode 100644 src/lumfn/data/tmr_kcorr.txt create mode 100644 src/lumfn/data/tmr_ref_stepwise.txt create mode 100644 src/lumfn/ddp.py create mode 100644 src/lumfn/ddp_limits.py create mode 100644 src/lumfn/ddp_zlimits.py create mode 100644 src/lumfn/delta8_limits.py create mode 100644 src/lumfn/desi_gold.py create mode 100644 src/lumfn/desi_randoms.py create mode 100644 src/lumfn/errorlog.py create mode 100644 src/lumfn/fillfactor.py create mode 100644 src/lumfn/findfile.py create mode 100644 src/lumfn/fit_schechter.py create mode 100644 src/lumfn/gama_gold.py create mode 100644 src/lumfn/gama_limits.py create mode 100644 src/lumfn/gen_ddp_cat.py create mode 100644 src/lumfn/gen_ddp_n8.py create mode 100644 src/lumfn/gen_gold.py create mode 100644 src/lumfn/gen_gold_lf.py create mode 100644 src/lumfn/gen_kEcat.py create mode 100644 src/lumfn/gen_rand_ddp_N8.py create mode 100644 src/lumfn/gen_zmax_cat.py create mode 100644 src/lumfn/jackknife_limits.py create mode 100644 src/lumfn/linlogplot.py create mode 100644 src/lumfn/lss.py create mode 100644 src/lumfn/lumfn.py create mode 100644 src/lumfn/lumfn_stepwise.py create mode 100644 src/lumfn/params.py create mode 100644 src/lumfn/poisson.py create mode 100644 src/lumfn/pubplot.py create mode 100644 src/lumfn/rand_slicer.py create mode 100644 src/lumfn/randoms.py create mode 100644 src/lumfn/renormalise_d8LF.py create mode 100644 src/lumfn/rest_gmr.py create mode 100644 src/lumfn/ros_tools.py create mode 100644 src/lumfn/runtime.py create mode 100644 src/lumfn/schechter.py create mode 100644 src/lumfn/smith_kcorr.py create mode 100644 src/lumfn/style.mplstyle create mode 100644 src/lumfn/submit.py create mode 100644 src/lumfn/summary_stats.py create mode 100644 src/lumfn/surface_brightness.py create mode 100644 src/lumfn/tables/Tab2.tex create mode 100644 src/lumfn/tables/Tab3.tex create mode 100644 src/lumfn/test_allnb.py create mode 100644 src/lumfn/tidyup.py create mode 100644 src/lumfn/tmr_ecorr.py create mode 100644 src/lumfn/tmr_kcorr.py create mode 100644 src/lumfn/utils.py create mode 100644 src/lumfn/vmaxer.py create mode 100644 src/lumfn/volfracs.py diff --git a/src/lumfn.egg-info/PKG-INFO b/src/lumfn.egg-info/PKG-INFO new file mode 100644 index 00000000..13beec49 --- /dev/null +++ b/src/lumfn.egg-info/PKG-INFO @@ -0,0 +1,20 @@ +Metadata-Version: 2.1 +Name: lumfn +Version: 0.0.2 +Summary: A package for luminosity function and environment estimation +Home-page: https://github.com/SgmAstro/DESI +Author: M. J. Wilson +Author-email: +Project-URL: Bug Tracker, https://github.com/SgmAstro/DESI/issues +Classifier: Programming Language :: Python :: 3 +Classifier: License :: OSI Approved :: MIT License +Classifier: Operating System :: OS Independent +Requires-Python: >=3.6 +Description-Content-Type: text/markdown +License-File: LICENSE + +# DESI +[![Python Package using Conda](https://github.com/SgmAstro/DESI/actions/workflows/python-package-conda.yml/badge.svg)](https://github.com/SgmAstro/DESI/actions/workflows/python-package-conda.yml) + + +Place for PhD Work Code diff --git a/src/lumfn.egg-info/SOURCES.txt b/src/lumfn.egg-info/SOURCES.txt new file mode 100644 index 00000000..658423b3 --- /dev/null +++ b/src/lumfn.egg-info/SOURCES.txt @@ -0,0 +1,65 @@ +LICENSE +README.md +pyproject.toml +setup.cfg +src/lumfn/__init__.py +src/lumfn/abs_mag.py +src/lumfn/bitmask.py +src/lumfn/bound_dist.py +src/lumfn/boundary.py +src/lumfn/cartesian.py +src/lumfn/cobaya_example.py +src/lumfn/config.py +src/lumfn/cosmo.py +src/lumfn/ddp.py +src/lumfn/ddp_limits.py +src/lumfn/ddp_zlimits.py +src/lumfn/delta8_limits.py +src/lumfn/desi_gold.py +src/lumfn/desi_randoms.py +src/lumfn/errorlog.py +src/lumfn/fillfactor.py +src/lumfn/findfile.py +src/lumfn/fit_schechter.py +src/lumfn/gama_gold.py +src/lumfn/gama_limits.py +src/lumfn/gen_ddp_cat.py +src/lumfn/gen_ddp_n8.py +src/lumfn/gen_gold.py +src/lumfn/gen_gold_lf.py +src/lumfn/gen_kEcat.py +src/lumfn/gen_rand_ddp_N8.py +src/lumfn/gen_zmax_cat.py +src/lumfn/jackknife_limits.py +src/lumfn/linlogplot.py +src/lumfn/lss.py +src/lumfn/lumfn.py +src/lumfn/lumfn_stepwise.py +src/lumfn/params.py +src/lumfn/poisson.py +src/lumfn/pubplot.py +src/lumfn/rand_slicer.py +src/lumfn/randoms.py +src/lumfn/renormalise_d8LF.py +src/lumfn/rest_gmr.py +src/lumfn/ros_tools.py +src/lumfn/runtime.py +src/lumfn/schechter.py +src/lumfn/smith_kcorr.py +src/lumfn/submit.py +src/lumfn/summary_stats.py +src/lumfn/surface_brightness.py +src/lumfn/test_allnb.py +src/lumfn/tidyup.py +src/lumfn/tmr_ecorr.py +src/lumfn/tmr_kcorr.py +src/lumfn/utils.py +src/lumfn/vmaxer.py +src/lumfn/volfracs.py +src/lumfn.egg-info/PKG-INFO +src/lumfn.egg-info/SOURCES.txt +src/lumfn.egg-info/dependency_links.txt +src/lumfn.egg-info/top_level.txt +src/lumfn/data/__init__.py +src/lumfn/data/ke_params.py +src/lumfn/data/schechters.py \ No newline at end of file diff --git a/src/lumfn.egg-info/dependency_links.txt b/src/lumfn.egg-info/dependency_links.txt new file mode 100644 index 00000000..8b137891 --- /dev/null +++ b/src/lumfn.egg-info/dependency_links.txt @@ -0,0 +1 @@ + diff --git a/src/lumfn.egg-info/top_level.txt b/src/lumfn.egg-info/top_level.txt new file mode 100644 index 00000000..adace726 --- /dev/null +++ b/src/lumfn.egg-info/top_level.txt @@ -0,0 +1 @@ +lumfn diff --git a/src/lumfn/__init__.py b/src/lumfn/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/src/lumfn/abs_mag.py b/src/lumfn/abs_mag.py new file mode 100644 index 00000000..212247d7 --- /dev/null +++ b/src/lumfn/abs_mag.py @@ -0,0 +1,3 @@ +def abs_mag(magnitude, distmod, k, E): + return magnitude - distmod - k - E + diff --git a/src/lumfn/bin/custom/gold_d8_pipeline b/src/lumfn/bin/custom/gold_d8_pipeline new file mode 100755 index 00000000..ef9d6be2 --- /dev/null +++ b/src/lumfn/bin/custom/gold_d8_pipeline @@ -0,0 +1,81 @@ +#!/bin/bash +#SBATCH -p cosma +#SBATCH --mem=50G +#SBATCH -t 02:00:00 +#SBATCH -o /Users/vqhc27/data/GAMA4/logs/gold_d8_pipeline.log +#SBATCH -A durham +#SBATCH --nodes=1 +#SBATCH --ntasks-per-node=1 +#SBATCH --open-mode=append + +# Submit with: sbatch gold_d8_pipeline +# to qos of [debug, regular] +# +# See status with e.g. squeue -u mjwilson +# + +if [ -z ${DRYRUN+x} ]; then + export DRYRUN='' + # export DRYRUN='--dryrun' +else + echo 'DRYRUN SET TO BE '$DRYRUN +fi + +if [[ -z "${SURVEY}" ]]; then + export SURVEY='gama' + export SURVEYARG='--survey gama' +else + export SURVEYARG='--survey '$SURVEY + + echo 'SURVEY SET TO BE '$SURVEY +fi + +if [[ $SURVEY = 'gama' ]] +then + declare -a FIELDS=('G9' 'G12' 'G15') +else + declare -a FIELDS=('R1' 'R2' 'R8' 'R9' 'R10' 'R17') +fi + +export PATH=$HOME/.conda/envs/lumfn/bin/:$CODE_ROOT/bin/:$PATH +export PYTHONPATH=$CODE_ROOT:$PYTHONPATH + +echo +echo 'Environment:' +echo +echo 'Code: '$CODE_ROOT +echo 'Gold output dir.: '$GOLD_DIR +echo 'Randoms output dir: '$RANDOMS_DIR + +cd $CODE_ROOT + +# source /project/projectdirs/desi/software/desi_environment.sh master + +echo 'Running gen_gold_lf.py; logging to logs/'$SURVEY'_lumfn.log' + +python lumfn_stepwise.py $DRYRUN $NOOVERWRITE $SURVEYARG --log + +# References schechter fn given a ddp n8 catalog (for fill factor). +python gen_gold_lf.py $DRYRUN $SURVEYARG --log + +# Dependency on randoms bd files, for fillfactor and bound_dist. +# Hence field argument. +echo 'Running gen_ddp_n8.py; logging to logs/'$SURVEY'_ddp_n8.log' + +# Defaults to randoms_ddp1. +python gen_ddp_n8.py $DRYRUN $SURVEYARG --log + +echo 'Running gen_gold_lf.py; logging to logs/gama_lumfn_d8_G9/12/15.log' + +# Density dependent schechter fn. given a ddp_n8 catalog. +# Dependency on randoms_ddp1. +for FIELD in ${FIELDS[@]} +do + echo 'Running: '$FIELD + + python gen_gold_lf.py --density_split --field $FIELD $DRYRUN $SURVEYARG --log +done + +echo +echo 'Done.' + diff --git a/src/lumfn/bin/custom/gold_pipeline b/src/lumfn/bin/custom/gold_pipeline new file mode 100755 index 00000000..a0ddd877 --- /dev/null +++ b/src/lumfn/bin/custom/gold_pipeline @@ -0,0 +1,95 @@ +#!/bin/bash +#SBATCH -p cosma +#SBATCH --mem=20G +#SBATCH -t 02:00:00 +#SBATCH -o /Users/vqhc27/data/GAMA4/logs/gold_pipeline.log +#SBATCH -A durham +#SBATCH --nodes=1 +#SBATCH --ntasks-per-node=1 +#SBATCH --open-mode=append + +# projects: hpcicc, durham, analyse, dp004, do010 + +# Submit with: sbatch gold_pipeline +# to qos of [debug, regular] +# +# See status with e.g. squeue -u mjwilson +# + +if [[ -z "${RESET}" ]]; then + export RESET=0 +else + echo 'RESET SET TO BE '$RESET +fi + +if [ -z ${DRYRUN+x} ]; then + # export DRYRUN='' + export DRYRUN='--dryrun' +else + echo 'DRYRUN SET TO BE '$DRYRUN +fi + +if [ -z ${NOOVERWRITE+x} ]; then + export NOOVERWRITE='' +else + echo 'NOOVERWRITE SET TO BE '$NOOVERWRITE +fi + +if [[ -z "${SURVEY}" ]]; then + export SURVEY='gama' + export SURVEYARG='--survey gama' +else + export SURVEYARG='--survey '$SURVEY + + echo 'SURVEY SET TO BE '$SURVEY +fi + +export PATH=$HOME/.conda/envs/lumfn/bin/:$CODE_ROOT/bin/:$PATH +export PYTHONPATH=$CODE_ROOT:$PYTHONPATH + +echo +echo 'Environment:' +echo +echo 'Code: '$CODE_ROOT +echo 'Gold output dir.: '$GOLD_DIR +echo 'Randoms output dir: '$RANDOMS_DIR + +SCRIPT_DIR=$( cd -- "$( dirname -- "${BASH_SOURCE[0]}" )" &> /dev/null && pwd ) + +echo 'Running gold pipeline (with bin:'$SCRIPT_DIR')' + +cd $CODE_ROOT + +# source /project/projectdirs/desi/software/desi_environment.sh master + +if (( $RESET > 0 )); then + echo '>>>>> TRASHING GOLD_DIR <<<<<.' + + rm -f $GOLD_DIR/*.fits +fi + + +echo 'Running gold pipeline; logging to '$GOLD_DIR'/logs/'$SURVEY'_gold.log' + +python3 -u gen_gold.py $DRYRUN $NOOVERWRITE $SURVEYARG --log + +echo 'Running gen_kEcat.py; logging to '$GOLD_DIR'/logs/'$SURVEY'_kE.log' + +python3 -u gen_kEcat.py $DRYRUN $NOOVERWRITE $SURVEYARG --log + +echo 'Running gen_zmax_cat.py; logging to '$GOLD_DIR'/logs/'$SURVEY'_zama.log' + +python3 -u gen_zmax_cat.py $DRYRUN $NOOVERWRITE $SURVEYARG --log + +echo 'Running ddp_limits.py; logging to '$GOLD_DIR'/logs/ddp_limits.log' + +python3 -u ddp_limits.py $NOOVERWRITE --log + +echo 'Running gen_ddp_cat.py; logging to '$GOLD_DIR'/logs/'$SURVEY'_ddp.log' + +python3 -u gen_ddp_cat.py $DRYRUN $NOOVERWRITE $SURVEYARG --log + +echo 'Running gen_gold_lf.py; logging to '$GOLD_DIR'/logs/'$SURVEY'_lumfn.log' +echo +echo 'Done.' + diff --git a/src/lumfn/bin/custom/rand_d8_pipeline b/src/lumfn/bin/custom/rand_d8_pipeline new file mode 100755 index 00000000..3d627857 --- /dev/null +++ b/src/lumfn/bin/custom/rand_d8_pipeline @@ -0,0 +1,56 @@ +#!/bin/bash +#SBATCH -p cosma +#SBATCH --mem=120G +#SBATCH -t 04:00:00 +#SBATCH -o /Users/vqhc27/data/GAMA4/randoms/logs/rand_d8_pipeline.log +#SBATCH -A durham +#SBATCH --nodes=1 +#SBATCH --ntasks-per-node=1 +#SBATCH --open-mode=append + +if [[ -z "${FIELD}" ]]; then + export FIELD="R1" +else + echo 'FIELD SET TO BE '$FIELD +fi + +if [ -z ${DRYRUN+x} ]; then + # export DRYRUN='' + export DRYRUN='--dryrun' +else + echo 'DRYRUN SET TO BE '$DRYRUN +fi + +if [[ -z "${SURVEY}" ]]; then + export SURVEY='desi' + export SURVEYARG='--survey desi' +else + export SURVEYARG='--survey '$SURVEY + + echo 'SURVEY SET TO BE '$SURVEY +fi + +export PATH=$HOME/.conda/envs/lumfn/bin/:$CODE_ROOT/bin/:$PATH +export PYTHONPATH=$CODE_ROOT:$PYTHONPATH + +echo +echo 'Environment:' +echo +echo 'Code: '$CODE_ROOT +echo 'Gold output dir.: '$GOLD_DIR +echo 'Randoms output dir: '$RANDOMS_DIR + +cd $CODE_ROOT + +# source /project/projectdirs/desi/software/desi_environment.sh master + +echo 'Running randoms pipeline for field '$FIELD + +# Assumes python gen_ddp_N8.py has been run. +python gen_rand_ddp_N8.py --field $FIELD $DRYRUN $SURVEYARG --log + +# TODO: QA scripts need updated to point to RANDOMS_DIR, GOLD_DIR +# pytest + +echo 'Done.' + diff --git a/src/lumfn/bin/custom/rand_ddp1_d8_pipeline b/src/lumfn/bin/custom/rand_ddp1_d8_pipeline new file mode 100755 index 00000000..679ecbe0 --- /dev/null +++ b/src/lumfn/bin/custom/rand_ddp1_d8_pipeline @@ -0,0 +1,71 @@ +#!/bin/bash +#SBATCH -p cosma +#SBATCH --mem=120G +#SBATCH -t 04:00:00 +#SBATCH -o /Users/vqhc27/data/GAMA4/randoms/logs/rand_ddp1_d8_pipeline.log +#SBATCH -A durham +#SBATCH --nodes=1 +#SBATCH --ntasks-per-node=1 +#SBATCH --open-mode=append + +if [[ -z "${FIELD}" ]]; then + export FIELD="R1" +else + echo 'FIELD SET TO BE '$FIELD +fi + +if [ -z ${DRYRUN+x} ]; then + # export DRYRUN='' + export DRYRUN='--dryrun' +else + echo 'DRYRUN SET TO BE '$DRYRUN +fi + +if [[ -z "${SURVEY}" ]]; then + export SURVEY='desi' + export SURVEYARG='--survey desi' +else + export SURVEYARG='--survey '$SURVEY + + echo 'SURVEY SET TO BE '$SURVEY +fi + +if [[ -z "${NOOVERWRITE}" ]]; then + export NOOVERWRITE='' + # export NOOVERWRITE='--nooverwrite' +else + echo 'RESET SET TO BE '$NOOVERWRITE +fi + +export PATH=$HOME/.conda/envs/lumfn/bin/:$CODE_ROOT/bin/:$PATH +export PYTHONPATH=$CODE_ROOT:$PYTHONPATH + +echo +echo 'Environment:' +echo +echo 'Code: '$CODE_ROOT +echo 'Gold output dir.: '$GOLD_DIR +echo 'Randoms output dir: '$RANDOMS_DIR + +cd $CODE_ROOT + +# source /project/projectdirs/desi/software/desi_environment.sh master + +echo 'Running randoms ddp1 d8 pipeline for field '$FIELD + +DDP_FILE=$GOLD_DIR'/'$SURVEY'_gold_ddp'${DRYRUN/'--'/'_'}'.fits' +if [ -f "$DDP_FILE" ]; then + echo "Found DDP file: "$DDP_FILE +else + echo $DDP_FILE' does not exist.' + exit 1 +fi + +# Assumes python gen_ddp_N8.py has been run. +python gen_rand_ddp_N8.py --field $FIELD --prefix 'randoms_ddp1' $DRYRUN $SURVEYARG $NOOVERWRITE --log + +# TODO: QA scripts need updated to point to RANDOMS_DIR, GOLD_DIR +# pytest + +echo 'Done.' + diff --git a/src/lumfn/bin/custom/rand_ddp1_pipeline b/src/lumfn/bin/custom/rand_ddp1_pipeline new file mode 100755 index 00000000..45228dd7 --- /dev/null +++ b/src/lumfn/bin/custom/rand_ddp1_pipeline @@ -0,0 +1,99 @@ +#!/bin/bash +#SBATCH -p cosma +#SBATCH --mem=120G +#SBATCH -t 04:00:00 +#SBATCH -o /Users/vqhc27/data/GAMA4/randoms/logs/rand_ddp1_pipeline.log +#SBATCH -A durham +#SBATCH --nodes=1 +#SBATCH --ntasks-per-node=1 +#SBATCH --open-mode=append + +# Submit with: sbatch rand_ddp1_pipeline +# to qos of [] +# See status with e.g. squeue -u mjwilson +# + +# printenv + +if [[ -z "${FIELD}" ]]; then + export FIELD="R1" + echo 'FIELD NOT FOUND. SETTING TO BE '$FIELD +else + echo 'FIELD SET TO BE '$FIELD +fi + +if [ -z ${DRYRUN+x} ]; then + # export DRYRUN='' + export DRYRUN='--dryrun' +else + echo 'DRYRUN SET TO BE '$DRYRUN +fi + +if [[ -z "${NOOVERWRITE}" ]]; then + export NOOVERWRITE='' + # export NOOVERWRITE='--nooverwrite' +else + echo 'RESET SET TO BE '$NOOVERWRITE +fi + +if [[ -z "${SURVEY}" ]]; then + export SURVEY='desi' + export SURVEYARG='--survey desi' +else + export SURVEYARG='--survey '$SURVEY + + echo 'SURVEY SET TO BE '$SURVEY +fi + +export PATH=$HOME/.conda/envs/lumfn/bin/:$CODE_ROOT/bin/:$PATH +export PYTHONPATH=$CODE_ROOT:$PYTHONPATH + +echo +echo 'Environment:' +echo +echo 'Code: '$CODE_ROOT +echo 'Gold output dir.: '$GOLD_DIR +echo 'Randoms output dir: '$RANDOMS_DIR + +cd $CODE_ROOT + +# source /project/projectdirs/desi/software/desi_environment.sh master + +echo 'Running randoms ddp pipeline for field '$FIELD + +echo 'Generating DDP randoms.' + + +DDP_FILE=$GOLD_DIR'/'$SURVEY'_gold_ddp'${DRYRUN/'--'/'_'}'.fits' + +if [ -f "$DDP_FILE" ]; then + echo "Found DDP file: "$DDP_FILE +else + echo $DDP_FILE' does not exist.' + exit 1 +fi + +ddp1_zmin=$(fitsheader $DDP_FILE -k 'DDP1_ZMIN' -e 1) +ddp1_zmin=$(echo $ddp1_zmin | cut -d " " -f 9) + +ddp1_zmax=$(fitsheader $DDP_FILE -k 'DDP1_ZMAX' -e 1) +ddp1_zmax=$(echo $ddp1_zmax | cut -d " " -f 9) + +echo 'DDP1_ZMIN: '$ddp1_zmin +echo 'DDP1_ZMAX: '$ddp1_zmax + +python randoms.py --field $FIELD --prefix randoms_ddp1 --zmin $ddp1_zmin --zmax $ddp1_zmax $DRYRUN $NOOVERWRITE $SURVEYARG --log + +python boundary.py --field $FIELD --prefix randoms_ddp1 --zmin $ddp1_zmin --zmax $ddp1_zmax $DRYRUN $NOOVERWRITE $SURVEYARG --log + +# Uses Pool, should be on interactive. +python fillfactor.py --field $FIELD --prefix randoms_ddp1 $DRYRUN $NOOVERWRITE $SURVEYARG --log + +# Uses Pool, should be on interactive. +python bound_dist.py --field $FIELD --prefix randoms_ddp1 $DRYRUN $NOOVERWRITE $SURVEYARG --log + +# TODO: QA scripts need updated to point to RANDOMS_DIR, GOLD_DIR +# pytest + +echo 'Done.' + diff --git a/src/lumfn/bin/custom/rand_pipeline b/src/lumfn/bin/custom/rand_pipeline new file mode 100755 index 00000000..ef1332d7 --- /dev/null +++ b/src/lumfn/bin/custom/rand_pipeline @@ -0,0 +1,87 @@ +#!/bin/bash +#SBATCH -p cosma +#SBATCH --mem=120G +#SBATCH -t 04:00:00 +#SBATCH -o /Users/vqhc27/data/GAMA4/randoms/logs/rand_pipeline.log +#SBATCH -A durham +#SBATCH --nodes=1 +#SBATCH --ntasks-per-node=1 +#SBATCH --open-mode=append + +# printenv + +if [[ -z "${FIELD}" ]]; then + export FIELD="G9" + echo 'FIELD NOT FOUND. SETTING TO BE '$FIELD +else + echo 'FIELD SET TO BE '$FIELD +fi + +if [ -z ${DRYRUN+x} ]; then + export DRYRUN='' + # export DRYRUN='--dryrun' +else + echo 'DRYRUN SET TO BE '$DRYRUN +fi + +if [[ -z "${RESET}" ]]; then + export RESET=0 +else + echo 'RESET SET TO BE '$RESET +fi + +if [[ -z "${NOOVERWRITE}" ]]; then + export NOOVERWRITE='' + # export NOOVERWRITE='--nooverwrite' +else + echo 'RESET SET TO BE '$NOOVERWRITE +fi + +if [[ -z "${SURVEY}" ]]; then + export SURVEY='gama' + export SURVEYARG='--survey gama' +else + export SURVEYARG='--survey '$SURVEY + + echo 'SURVEY SET TO BE '$SURVEY +fi + +export PATH=$HOME/.conda/envs/lumfn/bin/:$CODE_ROOT/bin/:$PATH +export PYTHONPATH=$CODE_ROOT:$PYTHONPATH + +echo +echo 'Environment:' +echo +echo 'Code: '$CODE_ROOT +echo 'Gold output dir.: '$GOLD_DIR +echo 'Randoms output dir: '$RANDOMS_DIR + +cd $CODE_ROOT + +# source /project/projectdirs/desi/software/desi_environment.sh master + +if (( $RESET > 0 )); then + echo '>>>>> TRASHING RANDOMS_DIR FOR '$FIELD' <<<<<' + + rm $RANDOMS_DIR/*$FIELD*.fits +fi + + +echo 'Running randoms pipeline for field '$FIELD + +# Serial code (--dryrun) +python randoms.py --field $FIELD $DRYRUN $NOOVERWRITE $SURVEYARG --log + +python boundary.py --field $FIELD $DRYRUN $NOOVERWRITE $SURVEYARG --log + +# Uses Pool, should be on interactive. +python fillfactor.py --field $FIELD $DRYRUN $NOOVERWRITE $SURVEYARG --log + +# Uses Pool, should be on interactive. +python bound_dist.py --field $FIELD $DRYRUN $NOOVERWRITE $SURVEYARG --log + +# TODO: QA scripts need updated to point to RANDOMS_DIR, GOLD_DIR +# pytest + +echo 'Done.' + diff --git a/src/lumfn/bin/gold_d8_pipeline b/src/lumfn/bin/gold_d8_pipeline new file mode 100755 index 00000000..f7af5597 --- /dev/null +++ b/src/lumfn/bin/gold_d8_pipeline @@ -0,0 +1,78 @@ +#!/bin/bash +#SBATCH -p cordelia +#SBATCH --mem=50G +#SBATCH -t 00:45:00 +#SBATCH -o /cosma/home/durham/dc-wils7/data/GAMA4/logs/gold_d8_pipeline.log +#SBATCH -A durham +#SBATCH --nodes=1 +#SBATCH --ntasks-per-node=1 +#SBATCH --open-mode=append + +# Submit with: sbatch gold_d8_pipeline +# to qos of [debug, regular] +# +# See status with e.g. squeue -u mjwilson +# + +if [ -z ${DRYRUN+x} ]; then + export DRYRUN='' + # export DRYRUN='--dryrun' +else + echo 'DRYRUN SET TO BE '$DRYRUN +fi + +if [[ -z "${SURVEY}" ]]; then + export SURVEY='gama' + export SURVEYARG='--survey gama' +else + export SURVEYARG='--survey '$SURVEY + + echo 'SURVEY SET TO BE '$SURVEY +fi + +export PATH=$HOME/.conda/envs/lumfn/bin/:$CODE_ROOT/bin/:$PATH +export PYTHONPATH=$CODE_ROOT:$PYTHONPATH + +mapfile -t FIELDS < $CODE_ROOT/data/$SURVEY'_fields.txt' + +echo +echo 'Environment:' +echo +echo 'Code: '$CODE_ROOT +echo 'Gold output dir.: '$GOLD_DIR +echo 'Randoms output dir: '$RANDOMS_DIR +echo 'Fields: '${FIELDS[@]} + +cd $CODE_ROOT + +# source /project/projectdirs/desi/software/desi_environment.sh master + +# Dependency on randoms bd files, for fillfactor and bound_dist. +# Hence field argument. +echo 'Running gen_ddp_n8.py; logging to logs/'$SURVEY'_ddp_n8.log' + +# Defaults to randoms_ddp1. +python gen_ddp_n8.py $DRYRUN $SURVEYARG --log + +# References schechter fn given a ddp n8 catalog (for fill factor). +# Dependency on ddp file, due to fillfactor completeness requirement. +python gen_gold_lf.py $DRYRUN $SURVEYARG --log + +echo 'Running gen_gold_lf.py; logging to logs/'$SURVEY'_lumfn.log' + +# TODO: should also be restricted to fillfactor > 0.8; +# python lumfn_stepwise.py $DRYRUN $NOOVERWRITE $SURVEYARG --log + +echo 'Running gen_gold_lf.py; logging to logs/gama_lumfn_d8_G9/12/15.log' + +# Density dependent schechter fn. given a ddp_n8 catalog. +# Dependency on randoms_ddp1. +for FIELD in ${FIELDS[@]} +do + echo 'Running: '$FIELD + + python gen_gold_lf.py --density_split --selfcount_volfracs --field $FIELD $DRYRUN $SURVEYARG --log +done + +echo +echo 'Done.' diff --git a/src/lumfn/bin/gold_pipeline b/src/lumfn/bin/gold_pipeline new file mode 100755 index 00000000..633aedfb --- /dev/null +++ b/src/lumfn/bin/gold_pipeline @@ -0,0 +1,94 @@ +#!/bin/bash +#SBATCH -p cordelia +#SBATCH --mem=20G +#SBATCH -t 02:00:00 +#SBATCH -o /cosma/home/durham/dc-wils7/data/GAMA4/logs/gold_pipeline.log +#SBATCH -A durham +#SBATCH --nodes=1 +#SBATCH --ntasks-per-node=1 +#SBATCH --open-mode=append + +# projects: hpcicc, durham, analyse, dp004, do010 + +# Submit with: sbatch gold_pipeline +# to qos of [debug, regular] +# +# See status with e.g. squeue -u mjwilson +# + +if [[ -z "${RESET}" ]]; then + export RESET=0 +else + echo 'RESET SET TO BE '$RESET +fi + +if [ -z ${DRYRUN+x} ]; then + # export DRYRUN='' + export DRYRUN='--dryrun' +else + echo 'DRYRUN SET TO BE '$DRYRUN +fi + +if [ -z ${NOOVERWRITE+x} ]; then + export NOOVERWRITE='' +else + echo 'NOOVERWRITE SET TO BE '$NOOVERWRITE +fi + +if [[ -z "${SURVEY}" ]]; then + export SURVEY='gama' + export SURVEYARG='--survey gama' +else + export SURVEYARG='--survey '$SURVEY + + echo 'SURVEY SET TO BE '$SURVEY +fi + +export PATH=$HOME/.conda/envs/lumfn/bin/:$CODE_ROOT/bin/:$PATH +export PYTHONPATH=$CODE_ROOT:$PYTHONPATH + +echo +echo 'Environment:' +echo +echo 'Code: '$CODE_ROOT +echo 'Gold output dir.: '$GOLD_DIR +echo 'Randoms output dir: '$RANDOMS_DIR + +SCRIPT_DIR=$( cd -- "$( dirname -- "${BASH_SOURCE[0]}" )" &> /dev/null && pwd ) + +echo 'Running gold pipeline (with bin:'$SCRIPT_DIR')' + +cd $CODE_ROOT + +# source /project/projectdirs/desi/software/desi_environment.sh master + +if (( $RESET > 0 )); then + echo '>>>>> TRASHING GOLD_DIR <<<<<.' + + rm -f $GOLD_DIR/*.fits +fi + + +echo 'Running gold pipeline; logging to '$GOLD_DIR'/logs/'$SURVEY'_gold.log' + +python3 -u gen_gold.py $DRYRUN $NOOVERWRITE $SURVEYARG --log + +echo 'Running gen_kEcat.py; logging to '$GOLD_DIR'/logs/'$SURVEY'_kE.log' + +python3 -u gen_kEcat.py $DRYRUN $NOOVERWRITE $SURVEYARG --log + +echo 'Running gen_zmax_cat.py; logging to '$GOLD_DIR'/logs/'$SURVEY'_zama.log' + +python3 -u gen_zmax_cat.py $DRYRUN $NOOVERWRITE $SURVEYARG --log + +echo 'Running ddp_limits.py; logging to '$GOLD_DIR'/logs/ddp_limits.log' + +python3 -u ddp_limits.py $NOOVERWRITE $SURVEYARG --log + +echo 'Running gen_ddp_cat.py; logging to '$GOLD_DIR'/logs/'$SURVEY'_ddp.log' + +python3 -u gen_ddp_cat.py $DRYRUN $NOOVERWRITE $SURVEYARG --log + +echo 'Running gen_gold_lf.py; logging to '$GOLD_DIR'/logs/'$SURVEY'_lumfn.log' +echo +echo 'Done.' diff --git a/src/lumfn/bin/pipeline.py b/src/lumfn/bin/pipeline.py new file mode 100755 index 00000000..a55fd994 --- /dev/null +++ b/src/lumfn/bin/pipeline.py @@ -0,0 +1,267 @@ +import os +import sys +import glob +import argparse +import subprocess +import numpy as np + +from pathlib import Path +from subprocess import check_output +from findfile import fetch_fields, safe_reset +from submit import customise_script +from config import Configuration +from utils import run_command +from params import oversample_nrealisations + +''' +# --log +# Sbatch: python3 pipeline.py --survey gama --use_sbatch --queue cosma --reset +# Head: python3 pipeline.py --survey desi --dryrun +# +# Note: use sinfo to see available nodes to each queue. +''' + +def pipeline(args, use_sbatch=False, reset=False, nooverwrite=False, dryrun=True, survey='gama', freshclone=False, log=False, custom=True, comments=None, stages=None): + if custom & (args != None): + customise_script(args) + + custom = '/custom/' + + else: + custom = '' + + if reset & nooverwrite: + raise ValueError('No overwrite and reset are incompatible.') + + if dryrun: + dryrun = '--dryrun' + + else: + dryrun = '' + + if nooverwrite: + nooverwrite = '--nooverwrite' + else: + nooverwrite = '' + + if log: + sys.stdout = open('pipeline.log', 'w') + + if reset: + print('\n\n>>>>> TRASHING GOLD_DIR AND RANDOMS <<<<<\n\n') + + cmds = [] + + for root in [os.environ['GOLD_DIR'], os.environ['RANDOMS_DIR']]: + cmds.append('rm -f {}/logs/*.log'.format(root)) + cmds.append('rm -f {}/*_dryrun.fits'.format(root)) + + cmds.append('rm -f {}/*.fits'.format(os.environ['RANDOMS_DIR'])) + + for cmd in cmds: + print(cmd) + + os.system(cmd) + + if survey == 'desi': + safe_reset(supported=True, printonly=True) + + raise NotImplementedError('Full reset unsupported for desi') + + if reset: + os.environ['RESET'] = str(1) + + else: + os.environ['RESET'] = str(0) + + os.environ['DRYRUN'] = dryrun + os.environ['SURVEY'] = survey + os.environ['NOOVERWRITE'] = nooverwrite + + print('\n\nAssuming $USESBATCH={}'.format(use_sbatch)) + print('Assuming $RESET={}'.format(reset)) + print('Assuming $SURVEY={}'.format(survey)) + print('Assuming $DRYRUN={}'.format(dryrun)) + print('Assuming $NOOVERWRITE={}\n\n'.format(nooverwrite)) + + # ---- Total of eight jobs, with correct dependency logic ---- + os.environ['RESET'] = '0' + + # --------------------------------------------- + home = os.environ['HOME'] + + os.chdir(f'{home}') + + if freshclone: + cmds = [] + + cmds.append('rm -rf {}/tmp'.format(os.environ['HOME'])) + cmds.append('mkdir -p {}/tmp'.format(os.environ['HOME'])) + cmds.append('git clone --branch main https://github.com/SgmAstro/DESI.git {}/tmp/DESI'.format(os.environ['HOME'])) + + + for cmd in cmds: + out = run_command(cmd, noid=True) + + code_root = os.environ['CODE_ROOT'] = '{}/tmp/DESI/'.format(os.environ['HOME']) + + os.environ['PATH'] = f':{code_root}/bin/{custom}:' + os.environ['PATH'] + os.environ['PYTHONPATH'] = f'{code_root}/:' + os.environ['PYTHONPATH'] + + else: + code_root = '{}/DESI/'.format(os.environ['HOME']) + + os.environ['PATH'] = code_root + f'/bin/{custom}:' + os.environ['PATH'] + os.environ['PYTHONPATH'] = code_root + '/:' + os.environ['PYTHONPATH'] + + Path(os.environ['GOLD_DIR'] + '/logs/').mkdir(parents=True, exist_ok=True) + Path(os.environ['RANDOMS_DIR'] + '/logs/').mkdir(parents=True, exist_ok=True) + + if stages == None: + # TODO: difficulty is handing the dependency jobids. + stages = ['gold',\ + 'rand',\ + 'rand_ddp1',\ + 'rand_d8',\ + 'rand_ddp1_d8',\ + 'gold_d8'] + + # --------------------------------------------- + # Generate all steps up to reference LF. + cmd = 'serialorparallel -n {} -p {:d} -e DRYRUN={},RESET={:d},NOOVERWRITE={},SURVEY={} -s gold_pipeline -c {}'.format('gold_pipeline', int(use_sbatch), dryrun, int(reset), nooverwrite, survey, code_root) + gold_jobid = run_command(cmd) + + print('\n>>>>> GOLD JOB ID <<<<<') + print(gold_jobid) + print('\n\n') + + # + # https://slurm.schedmd.com/sbatch.html + # + + fields = fetch_fields(survey=survey) + + rand_jobids = {} + rand_ddp_jobids = {} + + for field in fields: + rand_jobids[field] = [] + + for realz in np.arange(oversample_nrealisations): + # No dependency. Generate all steps up to random fill factor and bound_dist. + cmd = 'serialorparallel -n {} -p {:d} -e FIELD={},DRYRUN={},RESET={:d},NOOVERWRITE={},SURVEY={},REALZ={} -s rand_pipeline -c {}' + cmd = cmd.format(f'rand_pipeline_{field}_{realz}', int(use_sbatch), field, dryrun, int(reset), nooverwrite, survey, realz, code_root) + + jobid = run_command(cmd) + + rand_jobids[field].append(str(jobid)) + + rand_jobids[field] = ','.join(rand_jobids[field]) + + for field in fields: + rand_ddp_jobids[field] = [] + + for realz in np.arange(oversample_nrealisations): + # Dependency on $GOLD_JOBID (gold ddp cat generated by gold_pipeline). + # Generate ddp1 randoms limited to ddp1 z limits - with corresponding fillfactors, bound_dist etc. + cmd = 'serialorparallel -n {} -p {:d} -e FIELD={},DRYRUN={},RESET={:d},NOOVERWRITE={},SURVEY={},REALZ={} -d {} -s rand_ddp1_pipeline -c {}' + cmd = cmd.format(f'rand_ddp1_pipeline_{field}_{realz}', int(use_sbatch), field, dryrun, int(reset), nooverwrite, survey, realz, gold_jobid, code_root) + + jobid = run_command(cmd) + + rand_ddp_jobids[field].append(str(jobid)) + + rand_ddp_jobids[field] =','.join(rand_ddp_jobids[field]) + + print('\n\n>>>>> RANDOM JOB IDS <<<<<') + print(rand_jobids) + print(rand_ddp_jobids) + print('\n\n') + + rand_d8_jobids = {} + rand_ddp_d8_jobids = {} + + for field in fields: + # Requires ddp cat, & randoms; no reset required. + rand_jobid = rand_jobids[field] + + cmd = 'serialorparallel -n {} -p {:d} -e FIELD={},DRYRUN={},RESET={:d},NOOVERWRITE={},SURVEY={} -d {},{} -s rand_d8_pipeline -c {}' + cmd = cmd.format(f'rand_d8_pipeline_{field}', int(use_sbatch), field, dryrun, int(reset), nooverwrite, survey, gold_jobid, rand_jobid, code_root) + + rand_d8_jobids[field] = run_command(cmd) + + rand_ddp_jobid = rand_ddp_jobids[field] + + cmd = 'serialorparallel -n {} -p {:d} -e FIELD={},DRYRUN={},NOOVERWRITE={},SURVEY={} -d {},{} -s rand_ddp1_d8_pipeline -c {}' + cmd = cmd.format(f'rand_ddp1_d8_pipeline_{field}', int(use_sbatch), field, dryrun, nooverwrite, survey, gold_jobid, rand_ddp_jobid, code_root) + rand_ddp_d8_jobids[field] = run_command(cmd) + + print('\n\n>>>>> RANDOM D8 JOB IDS <<<<<') + print(rand_d8_jobids) + print(rand_ddp_d8_jobids) + print('\n\n') + + # Requires ddp cat. & random fill factor. + # Note: runs all fields simultaneously. + dependencies = ','.join(str(rand_ddp_d8_jobids[field]) for field in fields) + + # possibly missing RESET=$RESET + cmd = 'serialorparallel -n {} -p {:d} -e DRYRUN={},NOOVERWRITE={},SURVEY={} -d {} -s gold_d8_pipeline -c {}' + cmd = cmd.format('gold_d8_pipeline', int(use_sbatch), dryrun, nooverwrite, survey, dependencies, code_root) + gold_d8_jobid = run_command(cmd) + + print('\n\n>>>>> GOLD D8 JOB IDS <<<<<') + print(gold_d8_jobid) + print('\n\n>>>>> DONE. <<<<<\n\n') + + if log: + sys.stdout.close() + + +if __name__ == '__main__': + parser = argparse.ArgumentParser(description='Run Lumfn pipeline') + parser.add_argument('--use_sbatch', help='Submit via Sbatch', action='store_true') + parser.add_argument('--reset', help='Reset', action='store_true') + parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') + parser.add_argument('--dryrun', help='Dryrun', action='store_true') + parser.add_argument('--survey', help='Survey', default='gama') + parser.add_argument('--freshclone', help='Fresh clone', action='store_true') + parser.add_argument('--log', help='Log stdout.', action='store_true') + parser.add_argument('--custom', help='Customised submission scripts.', default=True) + parser.add_argument('--config', help='Path to configuration file', type=str, default=None) + parser.add_argument('--comments', help='Add comments to README.') + + # Customise submission scripts. + parser.add_argument('-s', '--script', help='Script to customise.', type=str, default=None) + parser.add_argument('--script_log', help='Job log path.', type=str, default=None) + parser.add_argument('-q', '--queue', help='Queue for submission.', type=str, default='cosma') + parser.add_argument('-m', '--memory', help='Node memory usage [GB].', type=str, default=None) + parser.add_argument('-t', '--time', help='Job time to request.', type=str, default=None) + parser.add_argument('-a', '--account', help='Account for submission.', type=str, default=None) + parser.add_argument('-n', '--nodes', help='Nodes to request.', type=int, default=None) + + args = parser.parse_args() + use_sbatch = int(args.use_sbatch) + reset = args.reset + nooverwrite = args.nooverwrite + dryrun = args.dryrun + survey = args.survey + freshclone = args.freshclone + custom = args.custom + comments = args.comments + config = args.config + log = args.log + + config = Configuration(config) + config.update_attributes('pipeline', args) + + if comments != None: + comments = comments.split(';') + + print('Appending comments: {}'.format(comments)) + + config.update_comments(comments) + + config.write() + + pipeline(use_sbatch=use_sbatch, reset=reset, nooverwrite=nooverwrite, dryrun=dryrun, survey=survey, freshclone=freshclone, log=log, custom=custom, comments=comments, args=args) diff --git a/src/lumfn/bin/rand_d8_pipeline b/src/lumfn/bin/rand_d8_pipeline new file mode 100755 index 00000000..4c70efc2 --- /dev/null +++ b/src/lumfn/bin/rand_d8_pipeline @@ -0,0 +1,57 @@ +#!/bin/bash +#SBATCH -p cordelia +#SBATCH --mem=120G +#SBATCH -t 00:20:00 +#SBATCH -o /cosma/home/durham/dc-wils7/data/GAMA4/randoms/logs/rand_d8_pipeline.log +#SBATCH -A durham +#SBATCH --nodes=1 +#SBATCH --ntasks-per-node=1 +#SBATCH --open-mode=append + +if [[ -z "${FIELD}" ]]; then + export FIELD="R1" +else + echo 'FIELD SET TO BE '$FIELD +fi + +if [ -z ${DRYRUN+x} ]; then + # export DRYRUN='' + export DRYRUN='--dryrun' +else + echo 'DRYRUN SET TO BE '$DRYRUN +fi + +if [[ -z "${SURVEY}" ]]; then + export SURVEY='desi' + export SURVEYARG='--survey desi' +else + export SURVEYARG='--survey '$SURVEY + + echo 'SURVEY SET TO BE '$SURVEY +fi + +export PATH=$HOME/.conda/envs/lumfn/bin/:$CODE_ROOT/bin/:$PATH +export PYTHONPATH=$CODE_ROOT:$PYTHONPATH + +echo +echo 'Environment:' +echo +echo 'Code: '$CODE_ROOT +echo 'Gold output dir.: '$GOLD_DIR +echo 'Randoms output dir: '$RANDOMS_DIR + +cd $CODE_ROOT + +# source /project/projectdirs/desi/software/desi_environment.sh master + +echo 'Running randoms pipeline for field '$FIELD + +python bound_dist.py --field $FIELD $DRYRUN $NOOVERWRITE $SURVEYARG --log + +# Assumes python gen_ddp_N8.py has been run. +python gen_rand_ddp_N8.py --field $FIELD $DRYRUN $SURVEYARG --log + +# TODO: QA scripts need updated to point to RANDOMS_DIR, GOLD_DIR +# pytest + +echo 'Done.' diff --git a/src/lumfn/bin/rand_ddp1_d8_pipeline b/src/lumfn/bin/rand_ddp1_d8_pipeline new file mode 100755 index 00000000..67e12e35 --- /dev/null +++ b/src/lumfn/bin/rand_ddp1_d8_pipeline @@ -0,0 +1,73 @@ +#!/bin/bash +#SBATCH -p cordelia +#SBATCH --mem=120G +#SBATCH -t 00:20:00 +#SBATCH -o /cosma/home/durham/dc-wils7/data/GAMA4/randoms/logs/rand_ddp1_d8_pipeline.log +#SBATCH -A durham +#SBATCH --nodes=1 +#SBATCH --ntasks-per-node=1 +#SBATCH --open-mode=append + +if [[ -z "${FIELD}" ]]; then + export FIELD="G9" +else + echo 'FIELD SET TO BE '$FIELD +fi + +if [ -z ${DRYRUN+x} ]; then + export DRYRUN='' + # export DRYRUN='--dryrun' +else + echo 'DRYRUN SET TO BE '$DRYRUN +fi + +if [[ -z "${SURVEY}" ]]; then + export SURVEY='gama' + export SURVEYARG='--survey gama' +else + export SURVEYARG='--survey '$SURVEY + + echo 'SURVEY SET TO BE '$SURVEY +fi + +if [[ -z "${NOOVERWRITE}" ]]; then + export NOOVERWRITE='' + # export NOOVERWRITE='--nooverwrite' +else + echo 'RESET SET TO BE '$NOOVERWRITE +fi + +export PATH=$HOME/.conda/envs/lumfn/bin/:$CODE_ROOT/bin/:$PATH +export PYTHONPATH=$CODE_ROOT:$PYTHONPATH + +echo +echo 'Environment:' +echo +echo 'Code: '$CODE_ROOT +echo 'Gold output dir.: '$GOLD_DIR +echo 'Randoms output dir: '$RANDOMS_DIR + +cd $CODE_ROOT + +# source /project/projectdirs/desi/software/desi_environment.sh master + +echo 'Running randoms ddp1 d8 pipeline for field '$FIELD + +DDP_FILE=$GOLD_DIR'/'$SURVEY'_gold_ddp'${DRYRUN/'--'/'_'}'.fits' + +if [ -f "$DDP_FILE" ]; then + echo "Found DDP file: "$DDP_FILE +else + echo $DDP_FILE' does not exist.' + exit 1 +fi + +python bound_dist.py --field $FIELD --prefix 'randoms_ddp1' $DRYRUN $NOOVERWRITE $SURVEYARG --log + +# Assumes python gen_ddp_N8.py has been run. +python gen_rand_ddp_N8.py --field $FIELD --prefix 'randoms_ddp1' $DRYRUN $SURVEYARG $NOOVERWRITE --log + +# TODO: QA scripts need updated to point to RANDOMS_DIR, GOLD_DIR +# pytest + +echo 'Done.' diff --git a/src/lumfn/bin/rand_ddp1_pipeline b/src/lumfn/bin/rand_ddp1_pipeline new file mode 100755 index 00000000..fa27a2e8 --- /dev/null +++ b/src/lumfn/bin/rand_ddp1_pipeline @@ -0,0 +1,101 @@ +#!/bin/bash +#SBATCH -p cordelia +#SBATCH --mem=120G +#SBATCH -t 00:30:00 +#SBATCH -o /cosma/home/durham/dc-wils7/data/GAMA4/randoms/logs/rand_ddp1_pipeline.log +#SBATCH -A durham +#SBATCH --nodes=1 +#SBATCH --ntasks-per-node=1 +#SBATCH --open-mode=append + +# Submit with: sbatch rand_ddp1_pipeline +# to qos of [] +# See status with e.g. squeue -u mjwilson +# + +# printenv + +if [[ -z "${FIELD}" ]]; then + export FIELD="G12" + echo 'FIELD NOT FOUND. SETTING TO BE '$FIELD +else + echo 'FIELD SET TO BE '$FIELD +fi + +if [ -z ${DRYRUN+x} ]; then + export DRYRUN='' + # export DRYRUN='--dryrun' +else + echo 'DRYRUN SET TO BE '$DRYRUN +fi + +if [[ -z "${NOOVERWRITE}" ]]; then + # export NOOVERWRITE='' + export NOOVERWRITE='--nooverwrite' +else + echo 'RESET SET TO BE '$NOOVERWRITE +fi + +if [[ -z "${SURVEY}" ]]; then + export SURVEY='gama' + export SURVEYARG='--survey gama' +else + export SURVEYARG='--survey '$SURVEY + + echo 'SURVEY SET TO BE '$SURVEY +fi + +if [[ -z "${REALZ}" ]]; then + export REALZ=0 +else + echo 'REALZ SET TO BE '$REALZ +fi + +export PATH=$HOME/.conda/envs/lumfn/bin/:$CODE_ROOT/bin/:$PATH +export PYTHONPATH=$CODE_ROOT:$PYTHONPATH + +echo +echo 'Environment:' +echo +echo 'Code: '$CODE_ROOT +echo 'Gold output dir.: '$GOLD_DIR +echo 'Randoms output dir: '$RANDOMS_DIR + +cd $CODE_ROOT + +# source /project/projectdirs/desi/software/desi_environment.sh master + +echo 'Running randoms ddp pipeline for field '$FIELD + +echo 'Generating DDP randoms.' + + +DDP_FILE=$GOLD_DIR'/'$SURVEY'_gold_ddp'${DRYRUN/'--'/'_'}'.fits' + +if [ -f "$DDP_FILE" ]; then + echo "Found DDP file: "$DDP_FILE +else + echo $DDP_FILE' does not exist.' + exit 1 +fi + +ddp1_zmin=$(fitsheader $DDP_FILE -k 'DDP1_ZMIN' -e 1) +ddp1_zmin=$(echo $ddp1_zmin | cut -d " " -f 9) + +ddp1_zmax=$(fitsheader $DDP_FILE -k 'DDP1_ZMAX' -e 1) +ddp1_zmax=$(echo $ddp1_zmax | cut -d " " -f 9) + +echo 'DDP1_ZMIN: '$ddp1_zmin +echo 'DDP1_ZMAX: '$ddp1_zmax + +# should match params.oversample_nrealisations +python randoms.py --realz $REALZ --field $FIELD --prefix randoms_ddp1 --zmin $ddp1_zmin --zmax $ddp1_zmax $DRYRUN $NOOVERWRITE $SURVEYARG --log + +python boundary.py --field $FIELD --prefix randoms_ddp1 --zmin $ddp1_zmin --zmax $ddp1_zmax $DRYRUN $NOOVERWRITE $SURVEYARG --log + +python fillfactor.py --realz $REALZ --field $FIELD --prefix randoms_ddp1 $DRYRUN $NOOVERWRITE $SURVEYARG --log + +# TODO: QA scripts need updated to point to RANDOMS_DIR, GOLD_DIR +# pytest + +echo 'Done.' diff --git a/src/lumfn/bin/rand_pipeline b/src/lumfn/bin/rand_pipeline new file mode 100755 index 00000000..61ef1151 --- /dev/null +++ b/src/lumfn/bin/rand_pipeline @@ -0,0 +1,88 @@ +#!/bin/bash +#SBATCH -p cordelia +#SBATCH --mem=120G +#SBATCH -t 00:45:00 +#SBATCH -o /cosma/home/durham/dc-wils7/data/GAMA4/randoms/logs/rand_pipeline.log +#SBATCH -A durham +#SBATCH --nodes=1 +#SBATCH --ntasks-per-node=1 +#SBATCH --open-mode=append + +# printenv + +if [[ -z "${FIELD}" ]]; then + export FIELD="G9" + echo 'FIELD NOT FOUND. SETTING TO BE '$FIELD +else + echo 'FIELD SET TO BE '$FIELD +fi + +if [ -z ${DRYRUN+x} ]; then + # export DRYRUN='' + export DRYRUN='--dryrun' +else + echo 'DRYRUN SET TO BE '$DRYRUN +fi + +if [[ -z "${RESET}" ]]; then + export RESET=0 +else + echo 'RESET SET TO BE '$RESET +fi + +if [[ -z "${NOOVERWRITE}" ]]; then + export NOOVERWRITE='' + # export NOOVERWRITE='--nooverwrite' +else + echo 'RESET SET TO BE '$NOOVERWRITE +fi + +if [[ -z "${SURVEY}" ]]; then + export SURVEY='gama' + export SURVEYARG='--survey gama' +else + export SURVEYARG='--survey '$SURVEY + + echo 'SURVEY SET TO BE '$SURVEY +fi + +if [[ -z "${REALZ}" ]]; then + export REALZ=0 +else + echo 'REALZ SET TO BE '$REALZ +fi + +export PATH=$HOME/.conda/envs/lumfn/bin/:$CODE_ROOT/bin/:$PATH +export PYTHONPATH=$CODE_ROOT:$PYTHONPATH + +echo +echo 'Environment:' +echo +echo 'Code: '$CODE_ROOT +echo 'Gold output dir.: '$GOLD_DIR +echo 'Randoms output dir: '$RANDOMS_DIR + +cd $CODE_ROOT + +# source /project/projectdirs/desi/software/desi_environment.sh master + +if (( $RESET > 0 )); then + echo '>>>>> TRASHING RANDOMS_DIR FOR '$FIELD' <<<<<' + + rm $RANDOMS_DIR/*$FIELD*.fits +fi + + +echo 'Running randoms pipeline for field '$FIELD + +# Should match params.oversample_nrealisations +python randoms.py --realz $REALZ --field $FIELD $DRYRUN $NOOVERWRITE $SURVEYARG --log + +python boundary.py --field $FIELD $DRYRUN $NOOVERWRITE $SURVEYARG --log + +python fillfactor.py --realz $REALZ --field $FIELD $DRYRUN $NOOVERWRITE $SURVEYARG --log + +# TODO: QA scripts need updated to point to RANDOMS_DIR, GOLD_DIR +# pytest + +echo 'Done.' diff --git a/src/lumfn/bin/rundiff.py b/src/lumfn/bin/rundiff.py new file mode 100755 index 00000000..7eb5f9ce --- /dev/null +++ b/src/lumfn/bin/rundiff.py @@ -0,0 +1,65 @@ +import os +import glob +import astropy.io.fits as fits + +from pathlib import Path +from astropy.io.fits import FITSDiff + + +def write_filelist(olist, fpath): + textfile = open(fpath, 'w') + + for ee in olist: + textfile.write(ee + '\n') + + textfile.close() + + +def run_diff(new_version=4, over=None): + # https://docs.astropy.org/en/stable/io/fits/api/diff.html + if over == None: + over = new_version - 1 + + root = os.environ['TILING_CATDIR'] + + new_dir = root + '/v{}/'.format(new_version) + old_dir = root + '/v{}/'.format(over) + + npaths = sorted(glob.glob(new_dir + '/*.fits')) + opaths = sorted(glob.glob(old_dir + '/*.fits')) + + print('\n\nDiffing {} files in {} to {} files in {}.\n\n'.format(len(npaths), new_dir, len(opaths), old_dir)) + + common = list(set([os.path.basename(x) for x in npaths]).intersection([os.path.basename(x) for x in opaths])) + + rundiff_dir = '{}/rundiffs/v{}/'.format(os.environ['TILING_CATDIR'], new_version) + + Path(rundiff_dir).mkdir(parents=True, exist_ok=True) + + for cc in common: + fd = FITSDiff(new_dir + cc,\ + old_dir + cc,\ + ignore_hdus=[],\ + ignore_keywords=[],\ + ignore_comments=[],\ + ignore_fields=[],\ + numdiffs=10,\ + rtol=1.e-6,\ + atol=1.e-6,\ + ignore_blanks=True,\ + ignore_blank_cards=True) + + print('{}/{}.txt'.format(rundiff_dir, cc.split('.')[0])) + + fd = fd.report('{}/{}.txt'.format(rundiff_dir, cc.split('.')[0]), overwrite=True) + + new = [x for x in npaths if os.path.basename(x) not in common] + missing = [x for x in opaths if os.path.basename(x) not in common] + + write_filelist(new, '{}/new.txt'.format(rundiff_dir)) + write_filelist(missing, '{}/missing.txt'.format(rundiff_dir)) + + print('\n\nDone.\n\n') + +if __name__ == '__main__': + fds = run_diff() diff --git a/src/lumfn/bin/rundiffs/v4/gama_gold.txt b/src/lumfn/bin/rundiffs/v4/gama_gold.txt new file mode 100644 index 00000000..47acb555 --- /dev/null +++ b/src/lumfn/bin/rundiffs/v4/gama_gold.txt @@ -0,0 +1,43 @@ + + fitsdiff: 5.0 + a: /cosma5/data/durham/dc-wils7//v4/gama_gold.fits + b: /cosma5/data/durham/dc-wils7//v3/gama_gold.fits + Maximum number of different data values to be reported: 10 + Relative tolerance: 1e-06, Absolute tolerance: 1e-06 + +Extension HDU 1 (TilingCat, 1): + + Data contains differences: + Column CARTESIAN_X data differs in row 0: + a> -245.24125652386456 + b> -416.3638800831448 + Column CARTESIAN_X data differs in row 1: + a> -719.9340667453704 + b> -467.602574452899 + Column CARTESIAN_X data differs in row 2: + a> -438.3880940653836 + b> -738.6550286481652 + Column CARTESIAN_X data differs in row 3: + a> -325.9851692787255 + b> -195.84689476342496 + Column CARTESIAN_X data differs in row 4: + a> -409.30744566436306 + b> -466.4207431903221 + Column CARTESIAN_X data differs in row 5: + a> -612.8576499598569 + b> -141.48973957719082 + Column CARTESIAN_X data differs in row 6: + a> -233.93801379220335 + b> -347.93860112325126 + Column CARTESIAN_X data differs in row 7: + a> -390.5412315651098 + b> -706.2935144496544 + Column CARTESIAN_X data differs in row 8: + a> -352.97464017087464 + b> -200.3255895999648 + Column CARTESIAN_X data differs in row 9: + a> -305.6064005417072 + b> -510.6153805522818 + ...2078414 additional difference(s) found. + ... + 2078424 different table data element(s) found (91.41% different). diff --git a/src/lumfn/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_0.txt b/src/lumfn/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_0.txt new file mode 100644 index 00000000..a1daae5e --- /dev/null +++ b/src/lumfn/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_0.txt @@ -0,0 +1,76 @@ + + fitsdiff: 5.0 + a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_0.fits + b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G12_ddp_n8_d0_0.fits + Maximum number of different data values to be reported: 10 + Relative tolerance: 1e-06, Absolute tolerance: 1e-06 + +Extension HDU 1 (TilingCat, 1): + + Headers contain differences: + Headers have different number of cards: + a: 250 + b: 246 + Extra keyword 'GOLD_NGAL' in a: 113687 + Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' + Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' + Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' + Keyword DDP1_DENS has different values: + a> 0.006042196899455394 + b> 0.005383528919866887 + Keyword DDP1_NGAL has different values: + a> 45889 + b> 34732 + Keyword DDP1_VZ has different values: + a> 7594754.153764196 + b> 6451530.309761721 + Keyword DDP1_ZMAX has different values: + a> 0.2629899978637695 + b> 0.2483299970626831 + Keyword DDP2_DENS has different values: + a> 0.01035841825568372 + b> 0.009928035902084681 + Keyword DDP2_NGAL has different values: + a> 32698 + ? - + b> 26598 + ? + + Keyword DDP2_VZ has different values: + a> 3156659.558717707 + b> 2679079.755786839 + Keyword DDP2_ZMAX has different values: + a> 0.1937000006437302 + b> 0.1830800026655197 + Keyword DDP3_DENS has different values: + a> 0.01910797832470021 + b> 0.01839618589233126 + Keyword DDP3_NGAL has different values: + a> 8748 + b> 7954 + Keyword DDP3_VZ has different values: + a> 457819.2340050841 + b> 432372.2344703938 + Keyword DDP3_ZMAX has different values: + a> 0.1015800014138222 + b> 0.09973999857902527 + Keyword NAXIS2 has different values: + a> 1210 + b> 1047 + Keyword RPATH_0 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits + Keyword RPATH_1 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits + Keyword RPATH_2 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits + + Data contains differences: + Table rows differ: + a: 1210 + b: 1047 + No further data comparison performed. diff --git a/src/lumfn/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_1.txt b/src/lumfn/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_1.txt new file mode 100644 index 00000000..dc7fe027 --- /dev/null +++ b/src/lumfn/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_1.txt @@ -0,0 +1,76 @@ + + fitsdiff: 5.0 + a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_1.fits + b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G12_ddp_n8_d0_1.fits + Maximum number of different data values to be reported: 10 + Relative tolerance: 1e-06, Absolute tolerance: 1e-06 + +Extension HDU 1 (TilingCat, 1): + + Headers contain differences: + Headers have different number of cards: + a: 250 + b: 246 + Extra keyword 'GOLD_NGAL' in a: 113687 + Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' + Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' + Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' + Keyword DDP1_DENS has different values: + a> 0.006042196899455394 + b> 0.005383528919866887 + Keyword DDP1_NGAL has different values: + a> 45889 + b> 34732 + Keyword DDP1_VZ has different values: + a> 7594754.153764196 + b> 6451530.309761721 + Keyword DDP1_ZMAX has different values: + a> 0.2629899978637695 + b> 0.2483299970626831 + Keyword DDP2_DENS has different values: + a> 0.01035841825568372 + b> 0.009928035902084681 + Keyword DDP2_NGAL has different values: + a> 32698 + ? - + b> 26598 + ? + + Keyword DDP2_VZ has different values: + a> 3156659.558717707 + b> 2679079.755786839 + Keyword DDP2_ZMAX has different values: + a> 0.1937000006437302 + b> 0.1830800026655197 + Keyword DDP3_DENS has different values: + a> 0.01910797832470021 + b> 0.01839618589233126 + Keyword DDP3_NGAL has different values: + a> 8748 + b> 7954 + Keyword DDP3_VZ has different values: + a> 457819.2340050841 + b> 432372.2344703938 + Keyword DDP3_ZMAX has different values: + a> 0.1015800014138222 + b> 0.09973999857902527 + Keyword NAXIS2 has different values: + a> 3966 + b> 3457 + Keyword RPATH_0 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits + Keyword RPATH_1 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits + Keyword RPATH_2 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits + + Data contains differences: + Table rows differ: + a: 3966 + b: 3457 + No further data comparison performed. diff --git a/src/lumfn/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_2.txt b/src/lumfn/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_2.txt new file mode 100644 index 00000000..e180af18 --- /dev/null +++ b/src/lumfn/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_2.txt @@ -0,0 +1,76 @@ + + fitsdiff: 5.0 + a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_2.fits + b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G12_ddp_n8_d0_2.fits + Maximum number of different data values to be reported: 10 + Relative tolerance: 1e-06, Absolute tolerance: 1e-06 + +Extension HDU 1 (TilingCat, 1): + + Headers contain differences: + Headers have different number of cards: + a: 250 + b: 246 + Extra keyword 'GOLD_NGAL' in a: 113687 + Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' + Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' + Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' + Keyword DDP1_DENS has different values: + a> 0.006042196899455394 + b> 0.005383528919866887 + Keyword DDP1_NGAL has different values: + a> 45889 + b> 34732 + Keyword DDP1_VZ has different values: + a> 7594754.153764196 + b> 6451530.309761721 + Keyword DDP1_ZMAX has different values: + a> 0.2629899978637695 + b> 0.2483299970626831 + Keyword DDP2_DENS has different values: + a> 0.01035841825568372 + b> 0.009928035902084681 + Keyword DDP2_NGAL has different values: + a> 32698 + ? - + b> 26598 + ? + + Keyword DDP2_VZ has different values: + a> 3156659.558717707 + b> 2679079.755786839 + Keyword DDP2_ZMAX has different values: + a> 0.1937000006437302 + b> 0.1830800026655197 + Keyword DDP3_DENS has different values: + a> 0.01910797832470021 + b> 0.01839618589233126 + Keyword DDP3_NGAL has different values: + a> 8748 + b> 7954 + Keyword DDP3_VZ has different values: + a> 457819.2340050841 + b> 432372.2344703938 + Keyword DDP3_ZMAX has different values: + a> 0.1015800014138222 + b> 0.09973999857902527 + Keyword NAXIS2 has different values: + a> 8456 + b> 7351 + Keyword RPATH_0 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits + Keyword RPATH_1 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits + Keyword RPATH_2 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits + + Data contains differences: + Table rows differ: + a: 8456 + b: 7351 + No further data comparison performed. diff --git a/src/lumfn/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_3.txt b/src/lumfn/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_3.txt new file mode 100644 index 00000000..cb40878f --- /dev/null +++ b/src/lumfn/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_3.txt @@ -0,0 +1,76 @@ + + fitsdiff: 5.0 + a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_3.fits + b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G12_ddp_n8_d0_3.fits + Maximum number of different data values to be reported: 10 + Relative tolerance: 1e-06, Absolute tolerance: 1e-06 + +Extension HDU 1 (TilingCat, 1): + + Headers contain differences: + Headers have different number of cards: + a: 250 + b: 246 + Extra keyword 'GOLD_NGAL' in a: 113687 + Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' + Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' + Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' + Keyword DDP1_DENS has different values: + a> 0.006042196899455394 + b> 0.005383528919866887 + Keyword DDP1_NGAL has different values: + a> 45889 + b> 34732 + Keyword DDP1_VZ has different values: + a> 7594754.153764196 + b> 6451530.309761721 + Keyword DDP1_ZMAX has different values: + a> 0.2629899978637695 + b> 0.2483299970626831 + Keyword DDP2_DENS has different values: + a> 0.01035841825568372 + b> 0.009928035902084681 + Keyword DDP2_NGAL has different values: + a> 32698 + ? - + b> 26598 + ? + + Keyword DDP2_VZ has different values: + a> 3156659.558717707 + b> 2679079.755786839 + Keyword DDP2_ZMAX has different values: + a> 0.1937000006437302 + b> 0.1830800026655197 + Keyword DDP3_DENS has different values: + a> 0.01910797832470021 + b> 0.01839618589233126 + Keyword DDP3_NGAL has different values: + a> 8748 + b> 7954 + Keyword DDP3_VZ has different values: + a> 457819.2340050841 + b> 432372.2344703938 + Keyword DDP3_ZMAX has different values: + a> 0.1015800014138222 + b> 0.09973999857902527 + Keyword NAXIS2 has different values: + a> 4414 + b> 4439 + Keyword RPATH_0 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits + Keyword RPATH_1 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits + Keyword RPATH_2 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits + + Data contains differences: + Table rows differ: + a: 4414 + b: 4439 + No further data comparison performed. diff --git a/src/lumfn/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_0.txt b/src/lumfn/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_0.txt new file mode 100644 index 00000000..3aaa217c --- /dev/null +++ b/src/lumfn/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_0.txt @@ -0,0 +1,76 @@ + + fitsdiff: 5.0 + a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_0.fits + b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G15_ddp_n8_d0_0.fits + Maximum number of different data values to be reported: 10 + Relative tolerance: 1e-06, Absolute tolerance: 1e-06 + +Extension HDU 1 (TilingCat, 1): + + Headers contain differences: + Headers have different number of cards: + a: 250 + b: 246 + Extra keyword 'GOLD_NGAL' in a: 113687 + Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' + Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' + Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' + Keyword DDP1_DENS has different values: + a> 0.006042196899455394 + b> 0.005383528919866887 + Keyword DDP1_NGAL has different values: + a> 45889 + b> 34732 + Keyword DDP1_VZ has different values: + a> 7594754.153764196 + b> 6451530.309761721 + Keyword DDP1_ZMAX has different values: + a> 0.2629899978637695 + b> 0.2483299970626831 + Keyword DDP2_DENS has different values: + a> 0.01035841825568372 + b> 0.009928035902084681 + Keyword DDP2_NGAL has different values: + a> 32698 + ? - + b> 26598 + ? + + Keyword DDP2_VZ has different values: + a> 3156659.558717707 + b> 2679079.755786839 + Keyword DDP2_ZMAX has different values: + a> 0.1937000006437302 + b> 0.1830800026655197 + Keyword DDP3_DENS has different values: + a> 0.01910797832470021 + b> 0.01839618589233126 + Keyword DDP3_NGAL has different values: + a> 8748 + b> 7954 + Keyword DDP3_VZ has different values: + a> 457819.2340050841 + b> 432372.2344703938 + Keyword DDP3_ZMAX has different values: + a> 0.1015800014138222 + b> 0.09973999857902527 + Keyword NAXIS2 has different values: + a> 1238 + b> 1101 + Keyword RPATH_0 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits + Keyword RPATH_1 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits + Keyword RPATH_2 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits + + Data contains differences: + Table rows differ: + a: 1238 + b: 1101 + No further data comparison performed. diff --git a/src/lumfn/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_1.txt b/src/lumfn/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_1.txt new file mode 100644 index 00000000..fa01c9b3 --- /dev/null +++ b/src/lumfn/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_1.txt @@ -0,0 +1,76 @@ + + fitsdiff: 5.0 + a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_1.fits + b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G15_ddp_n8_d0_1.fits + Maximum number of different data values to be reported: 10 + Relative tolerance: 1e-06, Absolute tolerance: 1e-06 + +Extension HDU 1 (TilingCat, 1): + + Headers contain differences: + Headers have different number of cards: + a: 250 + b: 246 + Extra keyword 'GOLD_NGAL' in a: 113687 + Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' + Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' + Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' + Keyword DDP1_DENS has different values: + a> 0.006042196899455394 + b> 0.005383528919866887 + Keyword DDP1_NGAL has different values: + a> 45889 + b> 34732 + Keyword DDP1_VZ has different values: + a> 7594754.153764196 + b> 6451530.309761721 + Keyword DDP1_ZMAX has different values: + a> 0.2629899978637695 + b> 0.2483299970626831 + Keyword DDP2_DENS has different values: + a> 0.01035841825568372 + b> 0.009928035902084681 + Keyword DDP2_NGAL has different values: + a> 32698 + ? - + b> 26598 + ? + + Keyword DDP2_VZ has different values: + a> 3156659.558717707 + b> 2679079.755786839 + Keyword DDP2_ZMAX has different values: + a> 0.1937000006437302 + b> 0.1830800026655197 + Keyword DDP3_DENS has different values: + a> 0.01910797832470021 + b> 0.01839618589233126 + Keyword DDP3_NGAL has different values: + a> 8748 + b> 7954 + Keyword DDP3_VZ has different values: + a> 457819.2340050841 + b> 432372.2344703938 + Keyword DDP3_ZMAX has different values: + a> 0.1015800014138222 + b> 0.09973999857902527 + Keyword NAXIS2 has different values: + a> 4187 + b> 3710 + Keyword RPATH_0 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits + Keyword RPATH_1 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits + Keyword RPATH_2 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits + + Data contains differences: + Table rows differ: + a: 4187 + b: 3710 + No further data comparison performed. diff --git a/src/lumfn/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_2.txt b/src/lumfn/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_2.txt new file mode 100644 index 00000000..32923e15 --- /dev/null +++ b/src/lumfn/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_2.txt @@ -0,0 +1,76 @@ + + fitsdiff: 5.0 + a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_2.fits + b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G15_ddp_n8_d0_2.fits + Maximum number of different data values to be reported: 10 + Relative tolerance: 1e-06, Absolute tolerance: 1e-06 + +Extension HDU 1 (TilingCat, 1): + + Headers contain differences: + Headers have different number of cards: + a: 250 + b: 246 + Extra keyword 'GOLD_NGAL' in a: 113687 + Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' + Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' + Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' + Keyword DDP1_DENS has different values: + a> 0.006042196899455394 + b> 0.005383528919866887 + Keyword DDP1_NGAL has different values: + a> 45889 + b> 34732 + Keyword DDP1_VZ has different values: + a> 7594754.153764196 + b> 6451530.309761721 + Keyword DDP1_ZMAX has different values: + a> 0.2629899978637695 + b> 0.2483299970626831 + Keyword DDP2_DENS has different values: + a> 0.01035841825568372 + b> 0.009928035902084681 + Keyword DDP2_NGAL has different values: + a> 32698 + ? - + b> 26598 + ? + + Keyword DDP2_VZ has different values: + a> 3156659.558717707 + b> 2679079.755786839 + Keyword DDP2_ZMAX has different values: + a> 0.1937000006437302 + b> 0.1830800026655197 + Keyword DDP3_DENS has different values: + a> 0.01910797832470021 + b> 0.01839618589233126 + Keyword DDP3_NGAL has different values: + a> 8748 + b> 7954 + Keyword DDP3_VZ has different values: + a> 457819.2340050841 + b> 432372.2344703938 + Keyword DDP3_ZMAX has different values: + a> 0.1015800014138222 + b> 0.09973999857902527 + Keyword NAXIS2 has different values: + a> 7175 + b> 6344 + Keyword RPATH_0 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits + Keyword RPATH_1 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits + Keyword RPATH_2 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits + + Data contains differences: + Table rows differ: + a: 7175 + b: 6344 + No further data comparison performed. diff --git a/src/lumfn/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_3.txt b/src/lumfn/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_3.txt new file mode 100644 index 00000000..d6343a68 --- /dev/null +++ b/src/lumfn/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_3.txt @@ -0,0 +1,76 @@ + + fitsdiff: 5.0 + a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_3.fits + b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G15_ddp_n8_d0_3.fits + Maximum number of different data values to be reported: 10 + Relative tolerance: 1e-06, Absolute tolerance: 1e-06 + +Extension HDU 1 (TilingCat, 1): + + Headers contain differences: + Headers have different number of cards: + a: 250 + b: 246 + Extra keyword 'GOLD_NGAL' in a: 113687 + Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' + Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' + Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' + Keyword DDP1_DENS has different values: + a> 0.006042196899455394 + b> 0.005383528919866887 + Keyword DDP1_NGAL has different values: + a> 45889 + b> 34732 + Keyword DDP1_VZ has different values: + a> 7594754.153764196 + b> 6451530.309761721 + Keyword DDP1_ZMAX has different values: + a> 0.2629899978637695 + b> 0.2483299970626831 + Keyword DDP2_DENS has different values: + a> 0.01035841825568372 + b> 0.009928035902084681 + Keyword DDP2_NGAL has different values: + a> 32698 + ? - + b> 26598 + ? + + Keyword DDP2_VZ has different values: + a> 3156659.558717707 + b> 2679079.755786839 + Keyword DDP2_ZMAX has different values: + a> 0.1937000006437302 + b> 0.1830800026655197 + Keyword DDP3_DENS has different values: + a> 0.01910797832470021 + b> 0.01839618589233126 + Keyword DDP3_NGAL has different values: + a> 8748 + b> 7954 + Keyword DDP3_VZ has different values: + a> 457819.2340050841 + b> 432372.2344703938 + Keyword DDP3_ZMAX has different values: + a> 0.1015800014138222 + b> 0.09973999857902527 + Keyword NAXIS2 has different values: + a> 5087 + b> 5417 + Keyword RPATH_0 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits + Keyword RPATH_1 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits + Keyword RPATH_2 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits + + Data contains differences: + Table rows differ: + a: 5087 + b: 5417 + No further data comparison performed. diff --git a/src/lumfn/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_0.txt b/src/lumfn/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_0.txt new file mode 100644 index 00000000..5e9f0ec5 --- /dev/null +++ b/src/lumfn/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_0.txt @@ -0,0 +1,76 @@ + + fitsdiff: 5.0 + a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_0.fits + b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G9_ddp_n8_d0_0.fits + Maximum number of different data values to be reported: 10 + Relative tolerance: 1e-06, Absolute tolerance: 1e-06 + +Extension HDU 1 (TilingCat, 1): + + Headers contain differences: + Headers have different number of cards: + a: 250 + b: 246 + Extra keyword 'GOLD_NGAL' in a: 113687 + Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' + Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' + Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' + Keyword DDP1_DENS has different values: + a> 0.006042196899455394 + b> 0.005383528919866887 + Keyword DDP1_NGAL has different values: + a> 45889 + b> 34732 + Keyword DDP1_VZ has different values: + a> 7594754.153764196 + b> 6451530.309761721 + Keyword DDP1_ZMAX has different values: + a> 0.2629899978637695 + b> 0.2483299970626831 + Keyword DDP2_DENS has different values: + a> 0.01035841825568372 + b> 0.009928035902084681 + Keyword DDP2_NGAL has different values: + a> 32698 + ? - + b> 26598 + ? + + Keyword DDP2_VZ has different values: + a> 3156659.558717707 + b> 2679079.755786839 + Keyword DDP2_ZMAX has different values: + a> 0.1937000006437302 + b> 0.1830800026655197 + Keyword DDP3_DENS has different values: + a> 0.01910797832470021 + b> 0.01839618589233126 + Keyword DDP3_NGAL has different values: + a> 8748 + b> 7954 + Keyword DDP3_VZ has different values: + a> 457819.2340050841 + b> 432372.2344703938 + Keyword DDP3_ZMAX has different values: + a> 0.1015800014138222 + b> 0.09973999857902527 + Keyword NAXIS2 has different values: + a> 1302 + b> 1129 + Keyword RPATH_0 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits + Keyword RPATH_1 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits + Keyword RPATH_2 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits + + Data contains differences: + Table rows differ: + a: 1302 + b: 1129 + No further data comparison performed. diff --git a/src/lumfn/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_1.txt b/src/lumfn/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_1.txt new file mode 100644 index 00000000..38739b8a --- /dev/null +++ b/src/lumfn/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_1.txt @@ -0,0 +1,76 @@ + + fitsdiff: 5.0 + a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_1.fits + b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G9_ddp_n8_d0_1.fits + Maximum number of different data values to be reported: 10 + Relative tolerance: 1e-06, Absolute tolerance: 1e-06 + +Extension HDU 1 (TilingCat, 1): + + Headers contain differences: + Headers have different number of cards: + a: 250 + b: 246 + Extra keyword 'GOLD_NGAL' in a: 113687 + Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' + Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' + Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' + Keyword DDP1_DENS has different values: + a> 0.006042196899455394 + b> 0.005383528919866887 + Keyword DDP1_NGAL has different values: + a> 45889 + b> 34732 + Keyword DDP1_VZ has different values: + a> 7594754.153764196 + b> 6451530.309761721 + Keyword DDP1_ZMAX has different values: + a> 0.2629899978637695 + b> 0.2483299970626831 + Keyword DDP2_DENS has different values: + a> 0.01035841825568372 + b> 0.009928035902084681 + Keyword DDP2_NGAL has different values: + a> 32698 + ? - + b> 26598 + ? + + Keyword DDP2_VZ has different values: + a> 3156659.558717707 + b> 2679079.755786839 + Keyword DDP2_ZMAX has different values: + a> 0.1937000006437302 + b> 0.1830800026655197 + Keyword DDP3_DENS has different values: + a> 0.01910797832470021 + b> 0.01839618589233126 + Keyword DDP3_NGAL has different values: + a> 8748 + b> 7954 + Keyword DDP3_VZ has different values: + a> 457819.2340050841 + b> 432372.2344703938 + Keyword DDP3_ZMAX has different values: + a> 0.1015800014138222 + b> 0.09973999857902527 + Keyword NAXIS2 has different values: + a> 4021 + b> 3539 + Keyword RPATH_0 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits + Keyword RPATH_1 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits + Keyword RPATH_2 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits + + Data contains differences: + Table rows differ: + a: 4021 + b: 3539 + No further data comparison performed. diff --git a/src/lumfn/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_2.txt b/src/lumfn/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_2.txt new file mode 100644 index 00000000..d7df05fd --- /dev/null +++ b/src/lumfn/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_2.txt @@ -0,0 +1,76 @@ + + fitsdiff: 5.0 + a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_2.fits + b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G9_ddp_n8_d0_2.fits + Maximum number of different data values to be reported: 10 + Relative tolerance: 1e-06, Absolute tolerance: 1e-06 + +Extension HDU 1 (TilingCat, 1): + + Headers contain differences: + Headers have different number of cards: + a: 250 + b: 246 + Extra keyword 'GOLD_NGAL' in a: 113687 + Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' + Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' + Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' + Keyword DDP1_DENS has different values: + a> 0.006042196899455394 + b> 0.005383528919866887 + Keyword DDP1_NGAL has different values: + a> 45889 + b> 34732 + Keyword DDP1_VZ has different values: + a> 7594754.153764196 + b> 6451530.309761721 + Keyword DDP1_ZMAX has different values: + a> 0.2629899978637695 + b> 0.2483299970626831 + Keyword DDP2_DENS has different values: + a> 0.01035841825568372 + b> 0.009928035902084681 + Keyword DDP2_NGAL has different values: + a> 32698 + ? - + b> 26598 + ? + + Keyword DDP2_VZ has different values: + a> 3156659.558717707 + b> 2679079.755786839 + Keyword DDP2_ZMAX has different values: + a> 0.1937000006437302 + b> 0.1830800026655197 + Keyword DDP3_DENS has different values: + a> 0.01910797832470021 + b> 0.01839618589233126 + Keyword DDP3_NGAL has different values: + a> 8748 + b> 7954 + Keyword DDP3_VZ has different values: + a> 457819.2340050841 + b> 432372.2344703938 + Keyword DDP3_ZMAX has different values: + a> 0.1015800014138222 + b> 0.09973999857902527 + Keyword NAXIS2 has different values: + a> 7859 + b> 7071 + Keyword RPATH_0 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits + Keyword RPATH_1 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits + Keyword RPATH_2 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits + + Data contains differences: + Table rows differ: + a: 7859 + b: 7071 + No further data comparison performed. diff --git a/src/lumfn/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_3.txt b/src/lumfn/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_3.txt new file mode 100644 index 00000000..3268ce74 --- /dev/null +++ b/src/lumfn/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_3.txt @@ -0,0 +1,76 @@ + + fitsdiff: 5.0 + a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_3.fits + b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G9_ddp_n8_d0_3.fits + Maximum number of different data values to be reported: 10 + Relative tolerance: 1e-06, Absolute tolerance: 1e-06 + +Extension HDU 1 (TilingCat, 1): + + Headers contain differences: + Headers have different number of cards: + a: 250 + b: 246 + Extra keyword 'GOLD_NGAL' in a: 113687 + Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' + Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' + Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' + Keyword DDP1_DENS has different values: + a> 0.006042196899455394 + b> 0.005383528919866887 + Keyword DDP1_NGAL has different values: + a> 45889 + b> 34732 + Keyword DDP1_VZ has different values: + a> 7594754.153764196 + b> 6451530.309761721 + Keyword DDP1_ZMAX has different values: + a> 0.2629899978637695 + b> 0.2483299970626831 + Keyword DDP2_DENS has different values: + a> 0.01035841825568372 + b> 0.009928035902084681 + Keyword DDP2_NGAL has different values: + a> 32698 + ? - + b> 26598 + ? + + Keyword DDP2_VZ has different values: + a> 3156659.558717707 + b> 2679079.755786839 + Keyword DDP2_ZMAX has different values: + a> 0.1937000006437302 + b> 0.1830800026655197 + Keyword DDP3_DENS has different values: + a> 0.01910797832470021 + b> 0.01839618589233126 + Keyword DDP3_NGAL has different values: + a> 8748 + b> 7954 + Keyword DDP3_VZ has different values: + a> 457819.2340050841 + b> 432372.2344703938 + Keyword DDP3_ZMAX has different values: + a> 0.1015800014138222 + b> 0.09973999857902527 + Keyword NAXIS2 has different values: + a> 2081 + b> 2339 + Keyword RPATH_0 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits + Keyword RPATH_1 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits + Keyword RPATH_2 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits + + Data contains differences: + Table rows differ: + a: 2081 + b: 2339 + No further data comparison performed. diff --git a/src/lumfn/bin/rundiffs/v4/gama_gold_ddp.txt b/src/lumfn/bin/rundiffs/v4/gama_gold_ddp.txt new file mode 100644 index 00000000..8f18d7e2 --- /dev/null +++ b/src/lumfn/bin/rundiffs/v4/gama_gold_ddp.txt @@ -0,0 +1,90 @@ + + fitsdiff: 5.0 + a: /cosma5/data/durham/dc-wils7//v4/gama_gold_ddp.fits + b: /cosma5/data/durham/dc-wils7//v3/gama_gold_ddp.fits + Maximum number of different data values to be reported: 10 + Relative tolerance: 1e-06, Absolute tolerance: 1e-06 + +Extension HDU 1 (TilingCat, 1): + + Headers contain differences: + Headers have different number of cards: + a: 218 + b: 214 + Extra keyword 'GOLD_NGAL' in a: 113687 + Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' + Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' + Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' + Keyword DDP1_DENS has different values: + a> 0.006042196899455394 + b> 0.005383528919866887 + Keyword DDP1_NGAL has different values: + a> 45889 + b> 34732 + Keyword DDP1_VZ has different values: + a> 7594754.153764196 + b> 6451530.309761721 + Keyword DDP1_ZMAX has different values: + a> 0.2629899978637695 + b> 0.2483299970626831 + Keyword DDP2_DENS has different values: + a> 0.01035841825568372 + b> 0.009928035902084681 + Keyword DDP2_NGAL has different values: + a> 32698 + ? - + b> 26598 + ? + + Keyword DDP2_VZ has different values: + a> 3156659.558717707 + b> 2679079.755786839 + Keyword DDP2_ZMAX has different values: + a> 0.1937000006437302 + b> 0.1830800026655197 + Keyword DDP3_DENS has different values: + a> 0.01910797832470021 + b> 0.01839618589233126 + Keyword DDP3_NGAL has different values: + a> 8748 + b> 7954 + Keyword DDP3_VZ has different values: + a> 457819.2340050841 + b> 432372.2344703938 + Keyword DDP3_ZMAX has different values: + a> 0.1015800014138222 + b> 0.09973999857902527 + + Data contains differences: + Column CARTESIAN_X data differs in row 0: + a> -245.24125652386456 + b> -427.8330938224349 + Column CARTESIAN_X data differs in row 1: + a> -719.9340667453704 + b> -329.1495629694051 + Column CARTESIAN_X data differs in row 2: + a> -438.3880940653836 + b> -313.90729155002373 + Column CARTESIAN_X data differs in row 3: + a> -325.9851692787255 + b> -265.7648322504193 + Column CARTESIAN_X data differs in row 4: + a> -409.30744566436306 + b> -429.8204948973231 + Column CARTESIAN_X data differs in row 5: + a> -612.8576499598569 + b> -494.50458449144605 + Column CARTESIAN_X data differs in row 6: + a> -233.93801379220335 + b> -308.8472360150555 + Column CARTESIAN_X data differs in row 7: + a> -390.5412315651098 + b> -350.19949533803214 + Column CARTESIAN_X data differs in row 8: + a> -352.97464017087464 + b> -730.4847811262921 + Column CARTESIAN_X data differs in row 9: + a> -305.6064005417072 + b> -228.11923502076007 + ...4240102 additional difference(s) found. + ... + 4240112 different table data element(s) found (86.74% different). diff --git a/src/lumfn/bin/rundiffs/v4/gama_gold_ddp_n8.txt b/src/lumfn/bin/rundiffs/v4/gama_gold_ddp_n8.txt new file mode 100644 index 00000000..3090a87d --- /dev/null +++ b/src/lumfn/bin/rundiffs/v4/gama_gold_ddp_n8.txt @@ -0,0 +1,102 @@ + + fitsdiff: 5.0 + a: /cosma5/data/durham/dc-wils7//v4/gama_gold_ddp_n8.fits + b: /cosma5/data/durham/dc-wils7//v3/gama_gold_ddp_n8.fits + Maximum number of different data values to be reported: 10 + Relative tolerance: 1e-06, Absolute tolerance: 1e-06 + +Extension HDU 1 (TilingCat, 1): + + Headers contain differences: + Headers have different number of cards: + a: 246 + b: 242 + Extra keyword 'GOLD_NGAL' in a: 113687 + Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' + Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' + Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' + Keyword DDP1_DENS has different values: + a> 0.006042196899455394 + b> 0.005383528919866887 + Keyword DDP1_NGAL has different values: + a> 45889 + b> 34732 + Keyword DDP1_VZ has different values: + a> 7594754.153764196 + b> 6451530.309761721 + Keyword DDP1_ZMAX has different values: + a> 0.2629899978637695 + b> 0.2483299970626831 + Keyword DDP2_DENS has different values: + a> 0.01035841825568372 + b> 0.009928035902084681 + Keyword DDP2_NGAL has different values: + a> 32698 + ? - + b> 26598 + ? + + Keyword DDP2_VZ has different values: + a> 3156659.558717707 + b> 2679079.755786839 + Keyword DDP2_ZMAX has different values: + a> 0.1937000006437302 + b> 0.1830800026655197 + Keyword DDP3_DENS has different values: + a> 0.01910797832470021 + b> 0.01839618589233126 + Keyword DDP3_NGAL has different values: + a> 8748 + b> 7954 + Keyword DDP3_VZ has different values: + a> 457819.2340050841 + b> 432372.2344703938 + Keyword DDP3_ZMAX has different values: + a> 0.1015800014138222 + b> 0.09973999857902527 + Keyword RPATH_0 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits + Keyword RPATH_1 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits + Keyword RPATH_2 has different values: + a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits + ? ----- + b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits + + Data contains differences: + Column BOUND_DIST data differs in row 0: + a> 8.103221833476626 + b> 2.332156921409896 + Column BOUND_DIST data differs in row 1: + a> 19.139754762979756 + b> 2.551916182498647 + Column BOUND_DIST data differs in row 2: + a> 2.6506381441815234 + b> 7.514641469346167 + Column BOUND_DIST data differs in row 3: + a> 3.6125548752889935 + b> 6.392815839637295 + Column BOUND_DIST data differs in row 4: + a> 16.326856492349847 + b> 4.157537259593573 + Column BOUND_DIST data differs in row 5: + a> 8.019893226576338 + b> 2.5751527532233847 + Column BOUND_DIST data differs in row 6: + a> 5.326763857346925 + b> 5.406639700805002 + Column BOUND_DIST data differs in row 7: + a> 7.458848365810399 + b> 13.5706114725317 + Column BOUND_DIST data differs in row 8: + a> 3.5401460011651698 + b> 7.317429002320604 + Column BOUND_DIST data differs in row 9: + a> 8.860802614478388 + b> 5.713707072704908 + ...5184257 additional difference(s) found. + ... + 5184267 different table data element(s) found (86.04% different). diff --git a/src/lumfn/bin/rundiffs/v4/gama_gold_kE.txt b/src/lumfn/bin/rundiffs/v4/gama_gold_kE.txt new file mode 100644 index 00000000..76534c78 --- /dev/null +++ b/src/lumfn/bin/rundiffs/v4/gama_gold_kE.txt @@ -0,0 +1,49 @@ + + fitsdiff: 5.0 + a: /cosma5/data/durham/dc-wils7//v4/gama_gold_kE.fits + b: /cosma5/data/durham/dc-wils7//v3/gama_gold_kE.fits + Maximum number of different data values to be reported: 10 + Relative tolerance: 1e-06, Absolute tolerance: 1e-06 + +Extension HDU 1 (TilingCat, 1): + + Headers contain differences: + Headers have different number of cards: + a: 183 + b: 182 + Extra keyword 'GOLD_NGAL' in a: 113687 + + Data contains differences: + Column CARTESIAN_X data differs in row 0: + a> -245.24125652386456 + b> -427.8330938224349 + Column CARTESIAN_X data differs in row 1: + a> -719.9340667453704 + b> -329.1495629694051 + Column CARTESIAN_X data differs in row 2: + a> -438.3880940653836 + b> -313.90729155002373 + Column CARTESIAN_X data differs in row 3: + a> -325.9851692787255 + b> -265.7648322504193 + Column CARTESIAN_X data differs in row 4: + a> -409.30744566436306 + b> -429.8204948973231 + Column CARTESIAN_X data differs in row 5: + a> -612.8576499598569 + b> -494.50458449144605 + Column CARTESIAN_X data differs in row 6: + a> -233.93801379220335 + b> -308.8472360150555 + Column CARTESIAN_X data differs in row 7: + a> -390.5412315651098 + b> -350.19949533803214 + Column CARTESIAN_X data differs in row 8: + a> -352.97464017087464 + b> -730.4847811262921 + Column CARTESIAN_X data differs in row 9: + a> -305.6064005417072 + b> -228.11923502076007 + ...3701974 additional difference(s) found. + ... + 3701984 different table data element(s) found (90.45% different). diff --git a/src/lumfn/bin/rundiffs/v4/gama_gold_lumfn.txt b/src/lumfn/bin/rundiffs/v4/gama_gold_lumfn.txt new file mode 100644 index 00000000..2e678865 --- /dev/null +++ b/src/lumfn/bin/rundiffs/v4/gama_gold_lumfn.txt @@ -0,0 +1,33 @@ + + fitsdiff: 5.0 + a: /cosma5/data/durham/dc-wils7//v4/gama_gold_lumfn.fits + b: /cosma5/data/durham/dc-wils7//v3/gama_gold_lumfn.fits + Maximum number of different data values to be reported: 10 + Relative tolerance: 1e-06, Absolute tolerance: 1e-06 + +Extension HDU 1 (TilingCat, 1): + + Headers contain differences: + Headers have different number of cards: + a: 109 + b: 127 + Extra keyword 'GOLD_NGAL' in a: 113687 + Extra keyword 'DDP1_DENS' in b: 0.005383528919866887 + Extra keyword 'DDP1_NGAL' in b: 34732 + Extra keyword 'DDP1_VZ' in b: 6451530.309761721 + Extra keyword 'DDP1_ZMAX' in b: 0.2483299970626831 + Extra keyword 'DDP1_ZMIN' in b: 0.0390699990093708 + Extra keyword 'DDP2_DENS' in b: 0.009928035902084681 + Extra keyword 'DDP2_NGAL' in b: 26598 + Extra keyword 'DDP2_VZ' in b: 2679079.755786839 + Extra keyword 'DDP2_ZMAX' in b: 0.1830800026655197 + Extra keyword 'DDP2_ZMIN' in b: 0.03914999961853027 + Extra keyword 'DDP3_DENS' in b: 0.01839618589233126 + Extra keyword 'DDP3_NGAL' in b: 7954 + Extra keyword 'DDP3_VZ' in b: 432372.2344703938 + Extra keyword 'DDP3_ZMAX' in b: 0.09973999857902527 + Extra keyword 'DDP3_ZMIN' in b: 0.03903000056743622 + Extra keyword 'RPATH_0' in b: '/cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits' + Extra keyword 'RPATH_1' in b: '/cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits' + Extra keyword 'RPATH_2' in b: '/cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits' + Extra keyword 'VOL8' in b: 2144.660584850632 diff --git a/src/lumfn/bin/rundiffs/v4/gama_gold_vmax.txt b/src/lumfn/bin/rundiffs/v4/gama_gold_vmax.txt new file mode 100644 index 00000000..e954a21b --- /dev/null +++ b/src/lumfn/bin/rundiffs/v4/gama_gold_vmax.txt @@ -0,0 +1,68 @@ + + fitsdiff: 5.0 + a: /cosma5/data/durham/dc-wils7//v4/gama_gold_vmax.fits + b: /cosma5/data/durham/dc-wils7//v3/gama_gold_vmax.fits + Maximum number of different data values to be reported: 10 + Relative tolerance: 1e-06, Absolute tolerance: 1e-06 + +Extension HDU 1 (TilingCat, 1): + + Headers contain differences: + Headers have different number of cards: + a: 107 + b: 125 + Extra keyword 'GOLD_NGAL' in a: 113687 + Extra keyword 'DDP1_DENS' in b: 0.005383528919866887 + Extra keyword 'DDP1_NGAL' in b: 34732 + Extra keyword 'DDP1_VZ' in b: 6451530.309761721 + Extra keyword 'DDP1_ZMAX' in b: 0.2483299970626831 + Extra keyword 'DDP1_ZMIN' in b: 0.0390699990093708 + Extra keyword 'DDP2_DENS' in b: 0.009928035902084681 + Extra keyword 'DDP2_NGAL' in b: 26598 + Extra keyword 'DDP2_VZ' in b: 2679079.755786839 + Extra keyword 'DDP2_ZMAX' in b: 0.1830800026655197 + Extra keyword 'DDP2_ZMIN' in b: 0.03914999961853027 + Extra keyword 'DDP3_DENS' in b: 0.01839618589233126 + Extra keyword 'DDP3_NGAL' in b: 7954 + Extra keyword 'DDP3_VZ' in b: 432372.2344703938 + Extra keyword 'DDP3_ZMAX' in b: 0.09973999857902527 + Extra keyword 'DDP3_ZMIN' in b: 0.03903000056743622 + Extra keyword 'RPATH_0' in b: '/cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits' + Extra keyword 'RPATH_1' in b: '/cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits' + Extra keyword 'RPATH_2' in b: '/cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits' + Extra keyword 'VOL8' in b: 2144.660584850632 + + Data contains differences: + Column MCOLOR_0P0 data differs in row 0: + a> -17.28288200453336 + b> -19.514288898304457 + Column MCOLOR_0P0 data differs in row 1: + a> -19.57819528092627 + b> -19.59281940013149 + Column MCOLOR_0P0 data differs in row 2: + a> -19.83317066958331 + b> -19.945070914239654 + Column MCOLOR_0P0 data differs in row 3: + a> -19.82472623096576 + b> -19.678222349682667 + Column MCOLOR_0P0 data differs in row 4: + a> -19.24496856686621 + b> -20.53782775391534 + Column MCOLOR_0P0 data differs in row 5: + a> -20.978091889010262 + b> -20.464857177055965 + Column MCOLOR_0P0 data differs in row 6: + a> -19.15170954475067 + b> -18.89293481444552 + Column MCOLOR_0P0 data differs in row 7: + a> -20.33575346103273 + b> -20.368130796655105 + Column MCOLOR_0P0 data differs in row 8: + a> -21.108184931558036 + b> -20.465896797609915 + Column MCOLOR_0P0 data differs in row 9: + a> -18.459635808316214 + b> -17.511605097987193 + ...521599 additional difference(s) found. + ... + 521609 different table data element(s) found (76.53% different). diff --git a/src/lumfn/bin/rundiffs/v4/gama_gold_zmax.txt b/src/lumfn/bin/rundiffs/v4/gama_gold_zmax.txt new file mode 100644 index 00000000..92a3643d --- /dev/null +++ b/src/lumfn/bin/rundiffs/v4/gama_gold_zmax.txt @@ -0,0 +1,49 @@ + + fitsdiff: 5.0 + a: /cosma5/data/durham/dc-wils7//v4/gama_gold_zmax.fits + b: /cosma5/data/durham/dc-wils7//v3/gama_gold_zmax.fits + Maximum number of different data values to be reported: 10 + Relative tolerance: 1e-06, Absolute tolerance: 1e-06 + +Extension HDU 1 (TilingCat, 1): + + Headers contain differences: + Headers have different number of cards: + a: 197 + b: 196 + Extra keyword 'GOLD_NGAL' in a: 113687 + + Data contains differences: + Column CARTESIAN_X data differs in row 0: + a> -245.24125652386456 + b> -427.8330938224349 + Column CARTESIAN_X data differs in row 1: + a> -719.9340667453704 + b> -329.1495629694051 + Column CARTESIAN_X data differs in row 2: + a> -438.3880940653836 + b> -313.90729155002373 + Column CARTESIAN_X data differs in row 3: + a> -325.9851692787255 + b> -265.7648322504193 + Column CARTESIAN_X data differs in row 4: + a> -409.30744566436306 + b> -429.8204948973231 + Column CARTESIAN_X data differs in row 5: + a> -612.8576499598569 + b> -494.50458449144605 + Column CARTESIAN_X data differs in row 6: + a> -233.93801379220335 + b> -308.8472360150555 + Column CARTESIAN_X data differs in row 7: + a> -390.5412315651098 + b> -350.19949533803214 + Column CARTESIAN_X data differs in row 8: + a> -352.97464017087464 + b> -730.4847811262921 + Column CARTESIAN_X data differs in row 9: + a> -305.6064005417072 + b> -228.11923502076007 + ...4156923 additional difference(s) found. + ... + 4156933 different table data element(s) found (87.06% different). diff --git a/src/lumfn/bin/rundiffs/v4/missing.txt b/src/lumfn/bin/rundiffs/v4/missing.txt new file mode 100644 index 00000000..e69de29b diff --git a/src/lumfn/bin/rundiffs/v4/new.txt b/src/lumfn/bin/rundiffs/v4/new.txt new file mode 100644 index 00000000..235342f0 --- /dev/null +++ b/src/lumfn/bin/rundiffs/v4/new.txt @@ -0,0 +1,25 @@ +/cosma5/data/durham/dc-wils7//v4/desi_gold.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_0_lumfn.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_0_vmax.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_1_lumfn.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_1_vmax.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_2_lumfn.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_2_vmax.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_3_lumfn.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_3_vmax.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_0_lumfn.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_0_vmax.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_1_lumfn.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_1_vmax.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_2_lumfn.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_2_vmax.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_3_lumfn.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_3_vmax.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_0_lumfn.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_0_vmax.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_1_lumfn.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_1_vmax.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_2_lumfn.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_2_vmax.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_3_lumfn.fits +/cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_3_vmax.fits diff --git a/src/lumfn/bin/serialorparallel b/src/lumfn/bin/serialorparallel new file mode 100755 index 00000000..18ece252 --- /dev/null +++ b/src/lumfn/bin/serialorparallel @@ -0,0 +1,83 @@ +#!/usr/bin/bash +# +# ---- serialorparallel ---- +# +# Testing env: +# export eflags='FIELD=G9,DRYRUN=$DRYRUN,RESET=$RESET' +# +# +# Solves: +# RAND_G9_JOBID=$(sbatch --parsable --export=FIELD=G9,DRYRUN=$DRYRUN,RESET=$RESET rand_pipeline) +# +# Wrap a similar call to run in serial (bash), or parallel (sbatch). +# +# +# Example usage +# +# serialorparallel -p 1 -e DRYRUN='--dryrun',NOOVERWRITE='' -d 99 -s gold_pipeline +# serialorparallel -p 1 -e FIELD=G9,DRYRUN='--dryrun' -d 99 -s rand_ddp1_pipeline + +unset parallel +unset dependency +unset export +unset script +unset jobname + +# dependency: a comma separated list of jobids. +# export: a comma separated list of env vars, VAR=VAL. +# script: script to run, e.g. rand_pipeline +while getopts ":p:d:e:s:c:n:" flag; +do + case "${flag}" in + p) parallel=${OPTARG};; + d) dependency=${OPTARG};; + e) export=${OPTARG};; + s) script=${OPTARG};; + c) coderoot=${OPTARG};; + n) jobname=${OPTARG};; + esac +done + +# echo $dependency + +if [[ -z "${dependency}" ]]; then + : +else + dependency='--dependency=afterok:'$dependency' ' +fi + +parallel=$((parallel + 0)) + +# echo $parallel +# echo $dependency +# echo $export +# echo $script +# echo $coderoot + +if [ $parallel -eq '1' ]; then + # echo "sbatch --parsable --export=$export $dependency $script" + echo "$(sbatch --parsable --job-name $jobname --export=$export,CODE_ROOT=$coderoot $dependency $script)" + exit; +fi + +if [ $parallel -eq '0' ]; then + parts=($(echo "$export" | tr ',' '\n')) + + for part in "${parts[@]}" + do + varval=($(echo "$part" | tr '=' '\n')) + + var="${varval[0]}" + val="${varval[1]}" + + export $var=$val + done + + $script > $GOLD_DIR/logs/$script'.log' + + echo "0" + exit; +fi + +echo "ERROR: serialorparallel" +exit; diff --git a/src/lumfn/bitmask.py b/src/lumfn/bitmask.py new file mode 100644 index 00000000..22972b18 --- /dev/null +++ b/src/lumfn/bitmask.py @@ -0,0 +1,238 @@ +import yaml +import numpy as np + + +class _MaskBit(int): + """ + Taken from desiutil/bitmask.py + + A single mask bit. + Subclasses :class:`int` to act like an :class:`int`, but allows the + ability to extend with blat.name, blat.comment, blat.mask, blat.bitnum. + Attributes + ---------- + name : :class:`str` + The name of the bit. + bitnum : :class:`int` + The number of the bit. The value of the bit is ``2**bitnum``. + mask : :class:`int` + The value of the bit, ``2**bitnum``. + comment : :class:`str` + A comment explaining the meaning of the bit. + """ + def __new__(cls, name, bitnum, comment, extra=dict()): + self = super(_MaskBit, cls).__new__(cls, 2**bitnum) + self.name = name + self.bitnum = bitnum + self.mask = 2**bitnum + self.comment = comment + self._extra = extra + for key, value in extra.items(): + if hasattr(self, key): + raise AttributeError( + "Bit {0} extra key '{1}' is already in use by int objects.".format(name, key)) + self.__dict__[key] = value + return self + + def __str__(self): + return ('{0.name:16s} bit {0.bitnum} mask 0x{0.mask:X} - ' + + '{0.comment}').format(self) + + # def __repr__(self): + # return "_MaskBit(name='{0.name}', bitnum={0.bitnum:d}, comment='{0.comment}')".format(self) + + +# Class to provide mask bit utility functions +class BitMask(object): + """BitMask object to represent bit names, masks, and comments. + Typical users are not expected to create BitMask objects directly; + other packages like desispec and desitarget will have used this + to pre-create the bitmasks for them using definition files in those + packages. + Parameters + ---------- + name : :class:`str` + Name of this mask, must be key in `bitdefs`. + bitdefs : :class:`dict` + Dictionary of different mask bit definitions; + each value is a list of ``[bitname, bitnum, comment]``. + A 4th entry is optional, which must be a dictionary. + """ + + def __init__(self, name, bitdefs): + """Init. + """ + self._bits = dict() + self._name = name + for x in bitdefs[name]: + bitname, bitnum, comment = x[0:3] + if len(x) == 4: + extra = x[3] + if not isinstance(extra, dict): + raise ValueError( + '{} extra values should be a dict'.format(bitname)) + else: + extra = dict() + self._bits[bitname] = _MaskBit(bitname, bitnum, comment, extra) + self._bits[bitnum] = self._bits[bitname] + + def __getitem__(self, bitname): + """Return mask for individual bitname. + """ + return self._bits[bitname] + + def bitnum(self, bitname): + """Return bit number (int) for this `bitname` (string). + Parameters + ---------- + bitname : :class:`str` + The bit name. + Returns + ------- + :class:`int` + The bit value. + """ + return self._bits[bitname].bitnum + + def bitname(self, bitnum): + """Return bit name (string) for this `bitnum` (integer). + Parameters + ---------- + bitnum : :class:`int` + The number of the bit. + Returns + ------- + :class:`str` + The name of the bit. + """ + return self._bits[bitnum].name + + def comment(self, bitname_or_num): + """Return comment for this bit name or bit number. + Parameters + ---------- + bitname_or_num : :class:`int` or :class:`str` + Name of number of the mask. + Returns + ------- + :class:`str` + The comment string. + """ + return self._bits[bitname_or_num].comment + + def mask(self, name_or_num): + """Return mask value. + Parameters + ---------- + name_or_num : :class:`int` or :class:`str` + Name of number of the mask. + Returns + ------- + :class:`int` + The value of the mask. + Examples + -------- + >>> bitmask.mask(3) # 2**3 + 8 + >>> bitmask.mask('BLAT') + >>> bitmask.mask('BLAT|FOO') + """ + if isinstance(name_or_num, int): + return self._bits[name_or_num].mask + else: + mask = 0 + for name in name_or_num.split('|'): + mask |= self._bits[name].mask + return mask + + def names(self, mask=None): + """Return list of names of masked bits. + Parameters + ---------- + mask : :class:`int`, optional + The mask integer to convert to names. If not supplied, + return names of all known bits. + Returns + ------- + :class:`list` + The list of names contained in the mask. + """ + names = list() + if mask is None: + # return names in sorted order of bitnum + bitnums = [x for x in self._bits.keys() if isinstance(x, int)] + for bitnum in sorted(bitnums): + names.append(self._bits[bitnum].name) + else: + mask = int(mask) # workaround numpy issue #2955 for uint64 + bitnum = 0 + while 2**bitnum <= mask: + if (2**bitnum & mask): + if bitnum in self._bits.keys(): + names.append(self._bits[bitnum].name) + else: + names.append('UNKNOWN' + str(bitnum)) + bitnum += 1 + + return names + + def __getattr__(self, name): + """Enable ``mask.BITNAME`` equivalent to ``mask['BITNAME']``. + """ + if name in self._bits: + return self._bits[name] + else: + raise AttributeError('Unknown mask bit name ' + name) + + def __repr__(self): + '''Return yaml representation defining the bits of this bitmask. + ''' + result = list() + result.append(self._name + ':') + # return names in sorted order of bitnum + bitnums = [x for x in self._bits.keys() if isinstance(x, int)] + for bitnum in sorted(bitnums): + bit = self._bits[bitnum] + # format the line for single bit, with or without extra keys + line = ' - [{:16s} {:2d}, "{}"'.format( + bit.name+',', bit.bitnum, bit.comment) + if len(bit._extra) > 0: + line = line + ', '+str(bit._extra)+']' + else: + line = line + ']' + result.append(line) + + return "\n".join(result) + +def not_set(mask, attribute, column): + return (column.data & getattr(mask, attribute)) == 0 + +def update_bit(column, mask, attribute, updates): + print('{} has fraction {} to be updated'.format(attribute, np.mean(updates))) + + ns = not_set(mask, attribute, column) + + print('{} has fraction {} not set.'.format(attribute, np.mean(ns))) + + column.data[updates & ns] += getattr(mask, attribute) + + print('{} has fraction {} now set.'.format(attribute, np.mean(updates & ns))) + +_bitdefs = yaml.safe_load(''' + lumfn_mask: + - [DDP1ZLIM, 0, "Galaxy not in DDP limits"] + - [FILLFACTOR, 1, "Fillfactor < fillfactor_threshold"] + - [INBGSBRIGHT, 2, "Galaxy not in BGS Bright"] + - [CONSERVATIVE, 3, "Galaxy not conserved; see CONSERVATIVE mask"] + - [DESI_HICOMP, 4, "High completeness region of DESI, e.g. 0.5 - 1.5 deg. of rosette."] + - [ZMAX_FAIL, 5, "Failed the zmax calculation."] +''') + +_cbitdefs = yaml.safe_load(''' + consv_mask: + - [DDP1ZLIM, 0, "Galaxy not in conservative DDP limits"] + - [BOUNDDIST, 1, "Boundary distance < 8"] +''') + +lumfn_mask = BitMask('lumfn_mask', _bitdefs) +consv_mask = BitMask('consv_mask', _cbitdefs) diff --git a/src/lumfn/bound_dist.py b/src/lumfn/bound_dist.py new file mode 100644 index 00000000..b008c39f --- /dev/null +++ b/src/lumfn/bound_dist.py @@ -0,0 +1,209 @@ +import os +import gc +import sys +import tqdm +import time +import fitsio +import argparse +import multiprocessing +import numpy as np +import astropy.io.fits as fits +import matplotlib.pyplot as plt + +from scipy.spatial import KDTree +from astropy.table import Table +from multiprocessing import Pool +from runtime import calc_runtime +from findfile import findfile, overwrite_check, call_signature +from config import Configuration +from fillfactor import collate_fillfactors +from params import oversample_nrealisations, sphere_radius + +def process_one(run, pid=0): + split = run[0] + complement = run[1] + ''' + try: + pid = multiprocessing.current_process().name.ljust(20) + + except Exception as e: + print(e) + ''' + dd, ii = complement.query(split, k=1) + + # del points + + return dd.tolist(), ii.tolist() + +def bound_dist(log, field, dryrun, prefix, survey, nproc, realz, nooverwrite, collate=True): + start = time.time() + + if collate: + # Collate multiple n8 measurements from N>1 oversampled realizations into the 0th realization. + # Note: null op if already applied. + collate_fillfactors(realzs=np.arange(oversample_nrealisations), field=field, survey=survey, dryrun=dryrun, prefix=prefix, write=True) + + # https://www.dur.ac.uk/icc/cosma/cosma5/ + fpath = findfile(ftype='randoms_n8', dryrun=dryrun, field=field, survey=survey, prefix=prefix) + opath = findfile(ftype='randoms_bd', dryrun=dryrun, field=field, survey=survey, prefix=prefix) + + if log: + logfile = findfile(ftype='randoms_bd', dryrun=False, field=field, survey=survey, prefix=prefix, log=True) + + print(f'Logging to {logfile}') + + sys.stdout = open(logfile, 'w') + + if nooverwrite: + overwrite_check(opath) + + call_signature(dryrun, sys.argv) + + # Output is sorted by fillfactor.py; + body = Table.read(fpath) + boundary = Table.read(fpath, 'BOUNDARY') + + body.sort('CARTESIAN_X') + boundary.sort('CARTESIAN_X') + + bids = boundary['BOUNDID'] + boundary = np.c_[boundary['CARTESIAN_X'], boundary['CARTESIAN_Y'], boundary['CARTESIAN_Z']] + + body = np.c_[body['CARTESIAN_X'], body['CARTESIAN_Y'], body['CARTESIAN_Z']] + + runtime = calc_runtime(start, 'Reading {:.2f}M randoms'.format(len(body) / 1.e6), xx=body) + + split_idx = np.arange(len(body)) + split_idx = np.array_split(split_idx, 8 * nproc) + + nchunk = len(split_idx) + + runs = [] + + for i, idx in enumerate(split_idx): + split = body[idx] + + xmin = split[:,0].min() + xmax = split[:,0].max() + + buff = .2 # Mpc + + # Boundary complement. + # TODO HARDCODE + complement = (boundary[:,0] > (xmin - sphere_radius - buff)) & (boundary[:,0] < (xmax + sphere_radius + buff)) + complement = boundary[complement] + + cmin = complement[:,0].min() + cmax = complement[:,0].max() + + print('{:d}\t{:.4f}\t{:.4f}\t{:.4f}\t{:.4f}\t{:d}\t{:d}'.format(i, xmin, xmax, cmin, cmax, len(split), len(complement))) + + # leafsize=5 + split = [x for x in split] + complement = KDTree(complement) + + runs.append([split, complement]) + + runtime = calc_runtime(start, 'Created boundary trees.') + + runtime = calc_runtime(start, 'POOL: Querying bound dist for body points of {} splits.'.format(nchunk)) + + now = time.time() + + results = [process_one(runs[0], pid=0)] + + split_time = time.time() - now + split_time /= 60. + + runtime = calc_runtime(start, 'POOL: Expected runtime of {:.3f}.'.format(nchunk * split_time)) + + # https://britishgeologicalsurvey.github.io/science/python-forking-vs-spawn/ + with multiprocessing.get_context('spawn').Pool(nproc) as pool: + for result in tqdm.tqdm(pool.imap(process_one, iterable=runs[1:]), total=len(runs[1:])): + results.append(result) + + pool.close() + + # https://stackoverflow.com/questions/38271547/when-should-we-call-multiprocessing-pool-join + pool.join() + + runtime = calc_runtime(start, 'POOL: Done with queries') + + flat_result = [] + flat_ii = [] + + for rr in results: + flat_result += rr[0] + flat_ii += rr[1] + + rand = Table.read(fpath) + rand.sort('CARTESIAN_X') + + # print(len(rand)) + # print(len(flat_result)) + + rand['BOUND_DIST'] = np.array(flat_result) + rand['BOUNDID'] = bids[np.array(flat_ii)] + + rand['FILLFACTOR_POISSON'] = rand['FILLFACTOR'] + rand['FILLFACTOR'][rand['BOUND_DIST'].data > sphere_radius] = 1. + + # CHANGE: Protect against exactly zero fillfactor (causes division errors). + rand['FILLFACTOR'] = np.clip(rand['FILLFACTOR'], 1.e-99, None) + + runtime = calc_runtime(start, 'Shuffling') + + # randomise rows. + idx = np.arange(len(rand)) + idx = np.random.choice(idx, size=len(idx), replace=False) + + rand = rand[idx] + + # Bound dist. + # https://docs.scipy.org/doc/scipy/reference/generated/scipy.spatial.KDTree.query.html#scipy.spatial.KDTree.query + + runtime = calc_runtime(start, 'Writing {}'.format(opath), xx=rand) + + rand.write(opath, format='fits', overwrite=True) + + runtime = calc_runtime(start, 'Finished') + + if log: + sys.stdout.close() + + +if __name__ == '__main__': + ''' + Script to calculate the maximum distance [Mpc/h] of each random from the boundary. + ''' + + np.random.seed(314) + + parser = argparse.ArgumentParser(description='Find boundary distance for all randoms in a specified field..') + parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') + parser.add_argument('-f', '--field', type=str, help='Select equatorial GAMA field: G9, G12, G15', required=True) + parser.add_argument('-d', '--dryrun', help='Dryrun.', action='store_true') + parser.add_argument('-s', '--survey', help='Select survey.', default='gama') + parser.add_argument('--prefix', help='filename prefix', default='randoms') + parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') + parser.add_argument('--config', help='Path to configuration file', type=str, default=findfile('config')) + parser.add_argument('--nproc', type=int, help='Number of processors', default=12) + parser.add_argument('--realz', type=int, help='Realisation', default=0) + + args = parser.parse_args() + log = args.log + field = args.field.upper() + dryrun = args.dryrun + prefix = args.prefix + survey = args.survey.lower() + nproc = args.nproc + realz = args.realz + nooverwrite = args.nooverwrite + + ''' + config = Configuration(args.config) + config.update_attributes('bound_dist', args) + config.write() + ''' + + bound_dist(log, field, dryrun, prefix, survey, nproc, realz, nooverwrite) diff --git a/src/lumfn/boundary.py b/src/lumfn/boundary.py new file mode 100644 index 00000000..883f9252 --- /dev/null +++ b/src/lumfn/boundary.py @@ -0,0 +1,247 @@ +import os +import sys +import time +import numpy as np +import argparse +import itertools +import astropy.io.fits as fits + +from cosmo import cosmo, volcom +from scipy.interpolate import interp1d +from astropy.table import Table, vstack +from cartesian import cartesian, rotate +from runtime import calc_runtime +from desi_randoms import desi_randoms +from findfile import fetch_fields, findfile, overwrite_check, call_signature +from gama_limits import gama_limits, gama_field +from scipy.spatial.transform import Rotation as R +from ros_tools import roscen, ros_limits +from config import Configuration +from ddp_zlimits import ddp_zlimits + +np.random.seed(314) + +def rotate2rosette(ros_ra, ros_dec, pos): + pos = np.array(pos, copy=True) + + rot = R.from_rotvec(-np.radians(90. - ros_dec) * np.array([1, 0, 0])) + res = rot.apply(pos) + + rot = R.from_rotvec(np.radians(ros_ra - 90.) * np.array([0, 0, 1])) + + resres = rot.apply(res) + + return resres + +parser = argparse.ArgumentParser(description='Calculate a set of boundary points') +parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') +parser.add_argument('-f', '--field', type=str, help='select GAMA field [G9, G12, G15] or DESI rosette [R1...]', required=True) +parser.add_argument('-d', '--dryrun', help='Dryrun.', action='store_true') +parser.add_argument('-s', '--survey', help='Survey, e.g. GAMA, DESI, etc.', type=str, default='gama') +parser.add_argument('--sampling', help='Sampling rate', default=90000, type=int) +parser.add_argument('--prefix', help='filename prefix', default='randoms') +parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') +parser.add_argument('--config', help='Path to configuration file', type=str, default=findfile('config')) + +# Defaults to GAMA Gold limits. +parser.add_argument('--zmin', type=float, help='Minimum redshift limit', default=ddp_zlimits['DDP1'][0]) +parser.add_argument('--zmax', type=float, help='Maximum redshift limit', default=ddp_zlimits['DDP1'][1]) + +args = parser.parse_args() +log = args.log +field = args.field.upper() +dryrun = args.dryrun +survey = args.survey.lower() +zmin = args.zmin +zmax = args.zmax +prefix = args.prefix +sampling = args.sampling +realz = 0 + +start = time.time() + +fields = fetch_fields(survey) + +assert field in fields, f'Provided {field} field is not compatible with those available for {survey} survey ({fields})' + +opath = findfile(ftype='randoms', dryrun=dryrun, field=field, survey=survey, prefix=prefix, realz=realz) + +if log: + logfile = findfile(ftype='boundary', dryrun=False, field=field, survey=survey, prefix=prefix, realz=realz, log=True) + + print(f'Logging to {logfile}') + + sys.stdout = open(logfile, 'w') +''' +config = Configuration(args.config) +config.update_attributes('boundary', args) +config.write() +''' +if args.nooverwrite: + overwrite_check(opath, ext='BOUNDARY') + +if args.dryrun: + sampling = 1000 + +call_signature(dryrun, sys.argv) + +## ras and decs. +if survey == 'gama': + area = 60. + + ra_min = gama_limits[field]['ra_min'] + ra_max = gama_limits[field]['ra_max'] + + dec_min = gama_limits[field]['dec_min'] + dec_max = gama_limits[field]['dec_max'] + + pairs = {'RA': (ra_min, ra_max), 'DEC': (dec_min, dec_max), 'Z': (zmin, zmax)} + names = list(pairs.keys()) + + randoms = [] + + for key0 in names: + keys = list(pairs.keys()) + keys.remove(key0) + + key1 = keys[0] + key2 = keys[1] + + print('Solving for {} boundary ({}, {})'.format(key0, key1, key2)) + + pair0 = pairs[key0] + pair1 = pairs[key1] + pair2 = pairs[key2] + + continuous = np.linspace(pair1[0], pair1[1], sampling) + continuous = np.tile(continuous, 2) + + np.random.shuffle(continuous) + + continuous2 = np.linspace(pair2[0], pair2[1], sampling) + continuous2 = np.tile(continuous2, 2) + + np.random.shuffle(continuous2) + + discrete = pair0[0] * np.ones_like(continuous) + discrete[::2] = pair0[1] + + np.random.shuffle(discrete) + + to_add = Table(np.c_[discrete, continuous, continuous2], names=['BOUND_{}'.format(key0), 'BOUND_{}'.format(key1), 'BOUND_{}'.format(key2)]) + to_add = to_add['BOUND_RA', 'BOUND_DEC', 'BOUND_Z'] + + randoms.append(to_add) + + randoms = vstack(randoms) + randoms.rename_column('BOUND_Z', 'Z') + +elif survey == 'desi': + # No requirement on NERSC HOST for boundary. + inner = 0.20 # deg. + outer = 1.75 # deg. + + # TODO/HACK? + area = np.pi * (outer**2. - inner**2.) + + ras = np.arange(0., 360., 1.e-3) + + idecs = (90. - inner) * np.ones_like(ras) + odecs = (90. - outer) * np.ones_like(ras) + + np.random.shuffle(ras) + + randoms = np.c_[ras, idecs] + randoms = np.vstack((randoms, np.c_[ras, odecs])) + + randoms = Table(randoms, names=['BOUND_RA', 'BOUND_DEC']) + randoms['Z'] = 0.2 + + chis = np.ones_like(randoms['Z']) + chis *= cosmo.comoving_distance(0.2).value # Mpc/h + + xyz = cartesian(randoms['BOUND_RA'], randoms['BOUND_DEC'], randoms['Z'], rotate=False) + + rr = int(field[1:]) + rr = roscen[rr] + + ros_xyz = rotate2rosette(rr[0], rr[1], xyz) + + ras = np.degrees(np.arctan2(ros_xyz[:,1], ros_xyz[:,0])) + + thetas = np.degrees(np.arccos(ros_xyz[:,2] / chis)) + decs = 90. - thetas + + to_wrap = ras < 0.0 + ras[to_wrap] += 360. + + randoms = Table(np.c_[ras, decs], names=['BOUND_RA', 'BOUND_DEC']) + randoms['Z'] = np.random.uniform(zmin, zmax, len(randoms)) + +else: + raise NotImplementedError(f'No implementation for survey: {survey}') + +if dryrun: + nrand = 500 + +else: + nrand = len(randoms) + +print('Solved {:d} for field {}'.format(nrand, field)) + +randoms.pprint() + +randoms['V'] = volcom(randoms['Z'].data, area=area) - volcom(zmin, area=area) +randoms['BOUNDID'] = np.arange(len(randoms)) + +randoms['FIELD'] = field +randoms['GAMA_FIELD'] = gama_field(randoms['BOUND_RA'], randoms['BOUND_DEC']) + +xyz = cartesian(randoms['BOUND_RA'], randoms['BOUND_DEC'], randoms['Z']) + +randoms['CARTESIAN_X'] = xyz[:,0] +randoms['CARTESIAN_Y'] = xyz[:,1] +randoms['CARTESIAN_Z'] = xyz[:,2] + +xyz = rotate(randoms['BOUND_RA'], randoms['BOUND_DEC'], xyz) + +randoms['ROTCARTESIAN_X'] = xyz[:,0] +randoms['ROTCARTESIAN_Y'] = xyz[:,1] +randoms['ROTCARTESIAN_Z'] = xyz[:,2] + +randoms.meta = {'ZMIN': zmin,\ + 'ZMAX': zmax,\ + 'NBOUND': nrand,\ + 'FIELD': field,\ + 'SAMPLING': sampling,\ + 'AREA': area} + +print(randoms.meta) + +randoms.meta['EXTNAME'] = 'BOUNDARY' + +if os.path.isfile(opath): + runtime = calc_runtime(start, f'Appending BOUNDARY extension to {opath}', xx=randoms) + +else: + raise RuntimeError(f'Failed to find {opath} needed to append.') + +boundary = Table(randoms, copy=True) + +# https://github.com/desihub/redrock/blob/7952a4d8e2692a4a4f07b85286c4346579e447ce/py/redrock/external/desi.py#L64 +randoms = Table.read(opath) +randoms.meta['EXTNAME'] = 'RANDOMS' + +header = fits.Header() + +hx = fits.HDUList() +hx.append(fits.PrimaryHDU(header=header)) +hx.append(fits.convenience.table_to_hdu(randoms)) +hx.append(fits.convenience.table_to_hdu(boundary)) + +hx.writeto(opath, overwrite=True) + +runtime = calc_runtime(start, 'Finished'.format(opath)) + +if log: + sys.stdout.close() diff --git a/src/lumfn/cartesian.py b/src/lumfn/cartesian.py new file mode 100644 index 00000000..8385ef85 --- /dev/null +++ b/src/lumfn/cartesian.py @@ -0,0 +1,52 @@ +import numpy as np + +from cosmo import cosmo +from scipy.spatial.transform import Rotation as R + + +def rotate(ras, decs, pos): + phi = np.radians(ras) + theta = np.pi/2. - np.radians(decs) + + mean_phi = np.median(phi) + mean_theta = np.median(theta) + + rot = R.from_rotvec(-mean_phi * np.array([0, 0, 1])) + + res = rot.apply(pos) + + rot = R.from_rotvec((np.pi/2. - mean_theta) * np.array([0, 1, 0])) + + resres = rot.apply(res) + + return resres + +def cartesian(ras, decs, zs, rotate=False): + phi = np.radians(ras) + theta = np.pi/2. - np.radians(decs) + + mean_phi = np.median(phi) + mean_theta = np.median(theta) + + chis = cosmo.comoving_distance(zs).value # [Mpc/h]. + + zs = chis * np.cos(theta) + ys = chis * np.sin(theta) * np.sin(phi) + xs = chis * np.sin(theta) * np.cos(phi) + + pos = np.c_[xs, ys, zs] + + if rotate: + pos = rotate(ras, decs, pos) + + return pos + + +if __name__ == '__main__': + ras = np.random.uniform(10., 20., 100) + decs = np.random.uniform(2., 3., 100) + zs = np.random.uniform(2., 2.4, 100) + + pos = cartesian(ras, decs, zs) + + print(pos) diff --git a/src/lumfn/cobaya_example.py b/src/lumfn/cobaya_example.py new file mode 100644 index 00000000..d26649b7 --- /dev/null +++ b/src/lumfn/cobaya_example.py @@ -0,0 +1,54 @@ +import numpy as np +import getdist.plots as gdplt + +from cobaya.run import run +from scipy import stats +from getdist.mcsamples import MCSamplesFromCobaya + +# Run me on interactive: +# srun -N 1 -n 1 python cobaya_test.py + +def gauss_ring_logp(x, y, mean_radius=1, std=0.02): + """ + Defines a gaussian ring likelihood on cartesian coordinater, + around some ``mean_radius`` and with some ``std``. + """ + return stats.norm.logpdf(np.sqrt(x**2 + y**2), loc=mean_radius, scale=std) + +def get_r(x, y): + return np.sqrt(x ** 2 + y ** 2) + + +def get_theta(x, y): + return np.arctan(y / x) + +info = {"likelihood": {"ring": gauss_ring_logp}} + +info["params"] = { + "x": {"prior": {"min": 0, "max": 2}, "ref": 0.5, "proposal": 0.01}, + "y": {"prior": {"min": 0, "max": 2}, "ref": 0.5, "proposal": 0.01}} + +info["params"]["r"] = {"derived": get_r} +info["params"]["theta"] = {"derived": get_theta, + "latex": r"\theta", "min": 0, "max": np.pi/2} + +info["sampler"] = {"mcmc": {"Rminus1_stop": 0.001, "max_tries": 1000}} + +updated_info, sampler = run(info, output='cobaya_test/test_chain') +''' +gdsamples = MCSamplesFromCobaya(updated_info, sampler.products()["sample"]) +gdplot = gdplt.get_subplot_plotter(width_inch=5) +gdplot.triangle_plot(gdsamples, ["x", "y"], filled=True) +gdplot = gdplt.get_subplot_plotter(width_inch=5) +gdplot.plots_1d(gdsamples, ["r", "theta"], nx=2) + +info["prior"] = {"x_eq_y_band": + lambda x, y: stats.norm.logpdf(x - y, loc=0, scale=0.3)} + +updated_info_x_eq_y, sampler_x_eq_y = run(info) + +gdsamples_x_eq_y = MCSamplesFromCobaya( + updated_info_x_eq_y, sampler_x_eq_y.products()["sample"]) +gdplot = gdplt.get_subplot_plotter(width_inch=5) +gdplot.triangle_plot(gdsamples_x_eq_y, ["x", "y"], filled=True) +''' diff --git a/src/lumfn/config.py b/src/lumfn/config.py new file mode 100644 index 00000000..b4dd61c1 --- /dev/null +++ b/src/lumfn/config.py @@ -0,0 +1,138 @@ +import os +import sys +import yaml +import inflect +import contextlib +import numpy as np + +from pathlib import Path +from collections import OrderedDict +from pkg_resources import resource_filename + + +class CustomDumper(yaml.SafeDumper): + # inspired by https://stackoverflow.com/a/44284819/3786245 + def write_line_break(self, data=None): + super().write_line_break(data) + + if len(self.indents) == 1: + super().write_line_break() + +@contextlib.contextmanager +def smart_open(filename=None): + if filename and filename != '-': + fh = open(filename, 'w') + else: + fh = sys.stdout + + try: + yield fh + + finally: + if fh is not sys.stdout: + fh.close() + +class Configuration: + name = 'Configuration' + + def __init__(self, fpath=None): + if fpath == None: + fpath = resource_filename('lumfn', '/configs/config.yaml') + + self.fpath = fpath + + print(f'\n\nReading {fpath}') + + # Load the config data into memory. + with open(fpath) as f: + config = yaml.safe_load(f) + + self.config_types = sorted(list(config.keys())) + + for xx in ['runtime', 'comments']: + if xx in self.config_types: + self.config_types.remove(xx) + + self.config_types = ['runtime'] + self.config_types + ['comments'] + self.attributes = OrderedDict() + + # print(self.config_types) + + for key in self.config_types: + self.attributes[key] = config[key] + + sub_config = config[key] + keys = sub_config.keys() + + for key in keys: + setattr(self, key, sub_config[key]) + + if self.attributes['runtime']['replay']: + raise NotImplementedError() + + self.fpath = os.environ['GOLD_DIR'] + '/configs/config.yaml' + + def update_comments(self, comments): + p = inflect.engine() + ps = [p.ordinal(i) for i in range(1, 50, 1)] + ps = [str(p) for p in ps if p not in self.attributes['comments'].keys()] + + for p, comment in zip(ps, comments): + self.attributes['comments'][p] = comment + + def print_attributes(self, output=None): + attr = dict(self.attributes) + + # https://stackoverflow.com/questions/17602878/how-to-handle-both-with-open-and-sys-stdout-nicely + with smart_open(output) as fh: + yaml.dump(attr, fh, default_flow_style=False, Dumper=CustomDumper, sort_keys=False) + + def update_attributes(self, script, new): + if hasattr(new, '__dict__'): + new = new.__dict__ + + assert isinstance(new, dict) + + for key in sorted(new.keys()): + setattr(self, key, new[key]) + + if script in self.config_types: + base_types = np.array([x.split('_')[0] for x in self.config_types]) + + script += '_{}'.format(np.count_nonzero(base_types == script)) + + self.config_types += [script] + self.attributes[script] = new + ''' + for key in self.config_types: + keys = self.attributes[key].keys() + + for subkey in keys: + self.attributes[key][subkey] = getattr(self, subkey) + ''' + def setup_replay(self, new_vars): + for key in self.config_types: + new_vars.update(self.attributes[key]) + + def write(self, opath=None): + if opath == None: + opath = self.fpath + + self.attributes['runtime']['user'] = os.environ['USER'] + + Path(os.path.dirname(opath)).mkdir(parents=True, exist_ok=True) + + print(f'Writing {opath}') + + with open(opath, 'w', encoding = 'utf-8') as ofile: + # TODO: remove dict to retain order. + yaml.dump(dict(self.attributes), ofile, default_flow_style=False, Dumper=CustomDumper, sort_keys=False) + + +if __name__ == '__main__': + config = Configuration() + config.update_comments(['New comment']) + + config.write() + + print('\n\nDone.\n\n') diff --git a/src/lumfn/configs/config.yaml b/src/lumfn/configs/config.yaml new file mode 100644 index 00000000..12cf096d --- /dev/null +++ b/src/lumfn/configs/config.yaml @@ -0,0 +1,5 @@ +runtime: + replay: false + +comments: + 1st: 'A config. for standard run.' \ No newline at end of file diff --git a/src/lumfn/cosmo.py b/src/lumfn/cosmo.py new file mode 100644 index 00000000..17b4957c --- /dev/null +++ b/src/lumfn/cosmo.py @@ -0,0 +1,68 @@ +import astropy +import numpy as np +import astropy.units as u + +from astropy.cosmology import FlatLambdaCDM + +# setting cosmological parameters +h = 1 +cosmo = FlatLambdaCDM(H0=100*h * u.km / u.s / u.Mpc, Tcmb0=2.725 * u.K, Om0= 0.25) + +def fsky(area_sqdeg): + return area_sqdeg / (360.**2. / np.pi) + +def negz_proof(func): + ''' + Decorator to handle negative redshifts. + ''' + + def wrap(zs): + if type(zs) in [np.ndarray, astropy.table.column.Column]: + scalar = False + + else: + try: + scalar = len(zs) > 1 + scalar = ~scalar + + except: + # print('Assuming scalar type for neg. z wrapping of type {}'.format(type(zs))) + + zs = np.atleast_1d(zs) + scalar = True + + zs = np.copy(zs) + zs = np.atleast_1d(zs) + + negz = zs <= 0.0 + + zs[negz] = 1.e-99 + + result = func(zs) + result[negz] = np.nan + + if scalar: + result = result[0] + + return result + + return wrap + +@negz_proof +def distmod(zs): + return 5. * np.log10(cosmo.luminosity_distance(zs).value) + 25. + +@negz_proof +def distcom(zs): + return cosmo.comoving_distance(zs).value + +def volcom(zs, area): + return (4./3.) * np.pi * fsky(area) * distcom(zs)**3. + + +if __name__ == '__main__': + zs = np.arange(-10., 10., 1.) + mus = distmod(zs) + + for z, mu in zip(zs, mus): + print('{:.6f}\t{:.6f}'.format(z, mu)) diff --git a/src/lumfn/data/__init__.py b/src/lumfn/data/__init__.py new file mode 100644 index 00000000..e69de29b diff --git a/src/lumfn/data/ajs_kcorr_gband_z01.dat b/src/lumfn/data/ajs_kcorr_gband_z01.dat new file mode 100644 index 00000000..40190541 --- /dev/null +++ b/src/lumfn/data/ajs_kcorr_gband_z01.dat @@ -0,0 +1,7 @@ +-100 0.18 -13.77357644 1.25221404 2.22644854 0.43997816 -0.10348171 0.130634 +0.18 0.35 -13.23637605 -1.89973152 3.73281858 1.00872407 -0.10348171 0.298124 +0.35 0.52 -11.18264252 -3.96899053 4.13353853 1.50720194 -0.10348171 0.443336 +0.52 0.69 -5.78565686 -7.603315 4.38962267 2.12764491 -0.10348171 0.603434 +0.69 0.86 1.62486186 -13.00506373 5.40705511 2.96225668 -0.10348171 0.784644 +0.86 1.03 23.40124138 -25.93627411 6.76791047 3.78968891 -0.10348171 0.933226 +1.03 100. 33.2511522 -32.11275462 7.26159492 4.12914363 -0.10348171 1.06731 diff --git a/src/lumfn/data/ajs_kcorr_rband_z01.dat b/src/lumfn/data/ajs_kcorr_rband_z01.dat new file mode 100644 index 00000000..a92f534f --- /dev/null +++ b/src/lumfn/data/ajs_kcorr_rband_z01.dat @@ -0,0 +1,8 @@ +# 'gmr_min', 'gmr_max', 'A0', 'A1', 'A2', 'A3', 'A4', 'gmr_med' +-100 0.18 -45.32783517 35.27660354 -6.60434164 -0.480538 -0.10348171 0.130634 +0.18 0.35 -20.07718761 20.14480008 -4.6200285 -0.04824625 -0.10348171 0.298124 +0.35 0.52 -10.98217672 14.35677081 -3.67641154 0.33946073 -0.10348171 0.443336 +0.52 0.69 -3.42775232 9.47765132 -2.70330179 0.76463324 -0.10348171 0.603434 +0.69 0.86 6.71683404 3.25021491 -1.17611261 1.11334705 -0.10348171 0.784644 +0.86 1.03 16.76083847 -2.51354452 0.35130908 1.30680013 -0.10348171 0.933226 +1.03 100. 20.30236651 -4.18856337 0.56185062 1.49435891 -0.10348171 1.06731 diff --git a/src/lumfn/data/desi_fields.txt b/src/lumfn/data/desi_fields.txt new file mode 100644 index 00000000..357d229f --- /dev/null +++ b/src/lumfn/data/desi_fields.txt @@ -0,0 +1,8 @@ +R1 +R2 +R8 +R9 +R10 +R17 + + diff --git a/src/lumfn/data/gama_fields.txt b/src/lumfn/data/gama_fields.txt new file mode 100644 index 00000000..ac903d90 --- /dev/null +++ b/src/lumfn/data/gama_fields.txt @@ -0,0 +1,3 @@ +G9 +G12 +G15 diff --git a/src/lumfn/data/gama_gold_dryrun.fits b/src/lumfn/data/gama_gold_dryrun.fits new file mode 100755 index 00000000..f97359a0 --- /dev/null +++ b/src/lumfn/data/gama_gold_dryrun.fits @@ -0,0 +1,3905 @@ +SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 192 / length of dimension 1 NAXIS2 = 9241 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 29 / number of table fields TTYPE1 = 'CATAID ' TFORM1 = 'J ' TNULL1 = 999999 TTYPE2 = 'OBJID ' TFORM2 = 'K ' TNULL2 = 999999 TTYPE3 = 'RA ' TFORM3 = 'D ' TUNIT3 = 'deg ' TTYPE4 = 'DEC ' TFORM4 = 'D ' TUNIT4 = 'deg ' TTYPE5 = 'R_PETRO ' TFORM5 = 'E ' TUNIT5 = 'mag ' TTYPE6 = 'ZGAMA ' TFORM6 = 'E ' TTYPE7 = 'NQ ' TFORM7 = 'I ' TNULL7 = 16959 TTYPE8 = 'SPECID ' TFORM8 = '33A ' TTYPE9 = 'SURVEY_CLASS' TFORM9 = 'I ' TNULL9 = 16959 TTYPE10 = 'UMAG_DRED_SDSS' TFORM10 = 'E ' TUNIT10 = 'mag ' TTYPE11 = 'GMAG_DRED_SDSS' TFORM11 = 'E ' TUNIT11 = 'mag ' TTYPE12 = 'RMAG_DRED_SDSS' TFORM12 = 'E ' TUNIT12 = 'mag ' TTYPE13 = 'IMAG_DRED_SDSS' TFORM13 = 'E ' TUNIT13 = 'mag ' TTYPE14 = 'ZMAG_DRED_SDSS' TFORM14 = 'E ' TUNIT14 = 'mag ' TTYPE15 = 'ZSURV ' TFORM15 = 'E ' TTYPE16 = 'LUMDIST ' TFORM16 = 'D ' TUNIT16 = 'Mpc ' TTYPE17 = 'DISTMOD ' TFORM17 = 'D ' TTYPE18 = 'FIELD ' TFORM18 = '3A ' TTYPE19 = 'IN_D8LUMFN' TFORM19 = 'K ' TNULL19 = 999999 TTYPE20 = 'CONSERVATIVE' TFORM20 = 'K ' TNULL20 = 999999 TTYPE21 = 'CARTESIAN_X' TFORM21 = 'D ' TTYPE22 = 'CARTESIAN_Y' TFORM22 = 'D ' TTYPE23 = 'CARTESIAN_Z' TFORM23 = 'D ' TTYPE24 = 'ROTCARTESIAN_X' TFORM24 = 'D ' TTYPE25 = 'ROTCARTESIAN_Y' TFORM25 = 'D ' TTYPE26 = 'ROTCARTESIAN_Z' TFORM26 = 'D ' TTYPE27 = 'GMR ' TFORM27 = 'E ' TUNIT27 = 'mag ' TTYPE28 = 'DETMAG ' TFORM28 = 'E ' TUNIT28 = 'mag ' TTYPE29 = 'JK ' TFORM29 = '4A ' AREA = 180.0 HIERARCH GOLD_NGAL = 113687 END ¯V,ôBª@k?R~­Z¿Ûì³è$lA›(>rÒ5G15_Y3_004_170A«^7A¡1ÝAš/KA–ÂŒA”ad>rÒ5@Š1:£˜M¡@CÎíXTG15À€°iEÿÀzg6¨þÀ£4ç¤@€ËðÃæ@yÆf.¯êúÀÊø8è\?`R@A›(JK7ÖT(ð`ñÅ@ftFÇûè¿ÏÜ ñ‰A•xû>„›G12_Y1_ND3_027A§A1A”`gAÊlAŽÝ|>„›@ŒÓ“*Êç@Céýå¾·G12À†ê¯ýŽ©í@Á°G´±À |‘ݺx@†ê# ¬¦À%²†Ü½šÀ^T]öÃ?‹Ì A•xûJK4Œ[,ôAªH@fu^{¶Z¿âx*ÿ2$ÀA”ø_>öjG12_Y1_ES2_283A©kBAœh†A•y~A‘ªAŽrÆ>öj@yëÁÇ@C _|ïkG12ÀwÑ>Ô@‰±ü†oùÀ ¯åБ¡@wŽ,Ÿí…À$È”‚DeÀQ¦Œ¶×I?]áA”ø_JK4;•z)Ó [ø@`Í_˜Q$¿îòœzI-A“‹/>1…IG09_Y2_013_160A§4¯A™íA“(AhAŒØ>1…I@‚hþI ·Á@Clî°ØøG9Àuõž™èo@vi¹TÎÀ òéùÞ¨@uÅê8IaÀv˜ (¾WÀ!¥ºÖÀÊþ?XŸ A“‹/JK1ø±(ðaè%@kÁ}"ëg¿ÒäH„©A—c‘>µÈG15_Y1_DS1_007Aª‡AŸalA•ÃÔA‘¾Af¼>µÈ@Œ?ð×v@Cãò ‘ØG15À‚# ±¾[ÀzÞB‚oI_À 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Àu䃶„@#&»[ç¬@}x"%¶>>@u¥W0Ê?Ý@"4¬©–Ón?—E A’®JK7J«(ð í¨@fcí"r›©?ã=Ö9Ýò9Až±>hšG12_Y6_060_016A»kîA§0Aå¿AšEŒA˜XÒ>hš@ˆðö(0”ˆ@CÁRÞÃHóG12À„R/p—º)@#êP©ƒuŒ@M>@# @„Qb‚"°À.Ö·ëÀõì@±®µžRa?”¬Až±JK4ë´,ôa¬@f|~ð†y¿É-[WêxA“{7>7—G12_Y1_END1_141A©ÏÃAœ-íA’OçA¼AŠÃ¿>7—@ƒsªði˜@Cv…Üâ:ÒG12À€*cNëõ.?ï£,ù2F¿ü>ýŸö”P@€*(ÄɬÀUÇBËzÀEµ0³è²?à`A“{7JK4 \ No newline at end of file diff --git a/src/lumfn/data/ke_params.py b/src/lumfn/data/ke_params.py new file mode 100644 index 00000000..6c9066a7 --- /dev/null +++ b/src/lumfn/data/ke_params.py @@ -0,0 +1,4 @@ +Qall = 0.97 +Qred = 0.80 +Qblue = 2.12 +redblue_split = 0.63 diff --git a/src/lumfn/data/lss_full_cols.txt b/src/lumfn/data/lss_full_cols.txt new file mode 100644 index 00000000..36ea78fb --- /dev/null +++ b/src/lumfn/data/lss_full_cols.txt @@ -0,0 +1,119 @@ +RA +DEC +TARGETID +PRIORITY_INIT +ZWARN_MTL +TARGET_STATE +TIMESTAMP +LOCATION +TILEID +TILELOCID +CHI2 +COEFF +Z +ZERR +ZWARN +NPIXELS +SPECTYPE +SUBTYPE +NCOEFF +DELTACHI2 +FIBER +COADD_FIBERSTATUS +FIBERASSIGN_X +FIBERASSIGN_Y +COADD_NUMEXP +COADD_EXPTIME +COADD_NUMNIGHT +MEAN_DELTA_X +RMS_DELTA_X +MEAN_DELTA_Y +RMS_DELTA_Y +MEAN_PSF_TO_FIBER_SPECFLUX +TSNR2_ELG_B +TSNR2_LYA_B +TSNR2_BGS_B +TSNR2_QSO_B +TSNR2_LRG_B +TSNR2_ELG_R +TSNR2_LYA_R +TSNR2_BGS_R +TSNR2_QSO_R +TSNR2_LRG_R +TSNR2_ELG_Z +TSNR2_LYA_Z +TSNR2_BGS_Z +TSNR2_QSO_Z +TSNR2_LRG_Z +TSNR2_ELG +TSNR2_LYA +TSNR2_BGS +TSNR2_QSO +TSNR2_LRG +SV3_DESI_TARGET +SV3_BGS_TARGET +SV3_MWS_TARGET +RELEASE +BRICKID +BRICKNAME +BRICK_OBJID +MORPHTYPE +EBV +FLUX_G +FLUX_R +FLUX_Z +FLUX_IVAR_G +FLUX_IVAR_R +FLUX_IVAR_Z +MW_TRANSMISSION_G +MW_TRANSMISSION_R +MW_TRANSMISSION_Z +FRACFLUX_G +FRACFLUX_R +FRACFLUX_Z +FRACMASKED_G +FRACMASKED_R +FRACMASKED_Z +FRACIN_G +FRACIN_R +FRACIN_Z +NOBS_G +NOBS_R +NOBS_Z +PSFDEPTH_G +PSFDEPTH_R +PSFDEPTH_Z +GALDEPTH_G +GALDEPTH_R +GALDEPTH_Z +FLUX_W1 +FLUX_W2 +FLUX_IVAR_W1 +FLUX_IVAR_W2 +MW_TRANSMISSION_W1 +MW_TRANSMISSION_W2 +ALLMASK_G +ALLMASK_R +ALLMASK_Z +FIBERFLUX_G +FIBERFLUX_R +FIBERFLUX_Z +FIBERTOTFLUX_G +FIBERTOTFLUX_R +FIBERTOTFLUX_Z +WISEMASK_W1 +WISEMASK_W2 +MASKBITS +PHOTSYS +NTILE +TILES +TILELOCIDS +LOCATION_ASSIGNED +TILELOCID_ASSIGNED +sort +COMP_TILE +rosette_number +rosette_r +FRACZ_TILELOCID +BITWEIGHTS +PROB_OBS diff --git a/src/lumfn/data/schechters.py b/src/lumfn/data/schechters.py new file mode 100644 index 00000000..07641e7c --- /dev/null +++ b/src/lumfn/data/schechters.py @@ -0,0 +1,4 @@ +schechters = {'TMR': {'log10phistar': -2.010, 'Mstar': -20.89, 'alpha': -1.25, 'P': 0.00, 'Q': 0.97, 'zref': 0.0},\ + 'Blanton': {'log10phistar': -1.827, 'Mstar': -20.44, 'alpha': -1.05, 'P': 0.18, 'Q': 1.62, 'zref': 0.1},\ + 'Loveday': {'log10phistar': -2.020, 'Mstar': -20.71, 'alpha': -1.26, 'P': 1.00, 'Q': 1.03, 'zref': 0.1},\ + 'LovedayMock': {'log10phistar': -2.000, 'Mstar': -20.70, 'alpha': -1.23, 'P': 1.80, 'Q': 0.70, 'zref': 0.1}} diff --git a/src/lumfn/data/tmr_kcorr.txt b/src/lumfn/data/tmr_kcorr.txt new file mode 100644 index 00000000..d8aed937 --- /dev/null +++ b/src/lumfn/data/tmr_kcorr.txt @@ -0,0 +1,8 @@ +# gmr, a0, a1, a2, a3, a4 +0.158 -31.36 38.63 -14.79 1.427 0.001301 +0.298 -17.77 25.50 -10.79 1.366 0.006235 +0.419 -12.94 21.44 -9.826 1.683 -0.001972 +0.553 -6.299 14.76 -7.473 1.847 -0.006801 +0.708 9.017 -1.390 -0.9145 1.376 -0.004724 +0.796 14.78 -6.592 0.9443 1.357 -0.005131 +0.960 15.09 -5.730 -0.2097 1.859 -0.01250 diff --git a/src/lumfn/data/tmr_ref_stepwise.txt b/src/lumfn/data/tmr_ref_stepwise.txt new file mode 100644 index 00000000..f44b6109 --- /dev/null +++ b/src/lumfn/data/tmr_ref_stepwise.txt @@ -0,0 +1,35 @@ +-16.09353774846243, -1.3661645422943223 +-16.295143790161173, -1.5144843568945543 +-16.49667204174736, -1.607184241019699 +-16.692489202570314, -1.6164542294322135 +-16.893913734006436, -1.6349942062572427 +-17.095338265442553, -1.6535341830822714 +-17.29678224440681, -1.685979142526072 +-17.49821325835231, -1.7091541135573585 +-17.694095244269057, -1.7647740440324462 +-17.895526258214556, -1.7879490150637316 +-18.091401761621924, -1.8389339513325613 +-18.29277443298301, -1.8203939745075317 +-18.494231376966024, -1.8621089223638476 +-18.695707768477178, -1.9177288528389345 +-18.891524929300132, -1.9269988412514487 +-19.09295594324563, -1.9501738122827352 +-19.294419369738026, -1.9965237543453083 +-19.490262460598498, -2.0243337195828515 +-19.691719404581512, -2.066048667439167 +-19.893202278602047, -2.126303592120511 +-20.09468515262258, -2.1865585168018544 +-20.290586586067466, -2.2560834298957135 +-20.49206297757862, -2.3117033603708004 +-20.687970893532885, -2.385863267670916 +-20.895087068204102, -2.4739281575898038 +-21.091033879214642, -2.575898030127463 +-21.29260102585711, -2.6964078794901516 +-21.49421355006523, -2.8493626882966407 +-21.695903864385905, -3.0579374275782167 +-21.89199329060279, -3.261877172653535 +-22.099336353102288, -3.5121668597914235 +-22.295548946997382, -3.8041714947856313 +-22.49738835903378, -4.119351100811125 +-22.693626882966395, -4.42989571263036 +-22.895855245565556, -5.023174971031287 diff --git a/src/lumfn/ddp.py b/src/lumfn/ddp.py new file mode 100644 index 00000000..7c3afdc3 --- /dev/null +++ b/src/lumfn/ddp.py @@ -0,0 +1,93 @@ +import os +import fitsio +import numpy as np +import matplotlib.pyplot as plt + +from astropy.table import Table +from cosmo import volcom +from scipy.interpolate import interp1d +from findfile import findfile + + +tmr_DDP1 = [-21.8, -20.1] +tmr_DDP2 = [-20.6, -19.3] +tmr_DDP3 = [-19.6, -17.8] + +def initialise_ddplimits(survey, Mcol='M0P0_QALL', bright_idx=None, faint_idx=None): + if bright_idx == None: + bright_idx = 3 + + assert Mcol == 'M0P0_QALL' + + if faint_idx == None: + faint_idx = 17 + + assert Mcol == 'M0P0_QALL' + + return _initialise_ddplimits(bright_idx, faint_idx, survey=survey) + +def _initialise_ddplimits(bright_idx, faint_idx, Mcol='M0P0_QALL', survey='gama'): + bpath = findfile(ftype='ddp_limit', dryrun=False, survey=survey, ddp_count=bright_idx) + fpath = findfile(ftype='ddp_limit', dryrun=False, survey=survey, ddp_count=faint_idx) + + print(f'Reading {bpath}') + print(f'Reading {fpath}') + + _bright_curve = Table.read(bpath) + _faint_curve = Table.read(fpath) + + # TODO: extend the curve limits and put bounds_error back on. + bright_curve = interp1d(_bright_curve[Mcol], _bright_curve['Z'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False) + bright_curve_r = interp1d(_bright_curve['Z'], _bright_curve[Mcol], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False) + + faint_curve = interp1d(_faint_curve[Mcol], _faint_curve['Z'], kind='linear', copy=True, bounds_error=False, fill_value=1.0, assume_sorted=False) + faint_curve_r = interp1d(_faint_curve['Z'], _faint_curve[Mcol], kind='linear', copy=True, bounds_error=False, fill_value=1.0, assume_sorted=False) + + return bright_curve, bright_curve_r, faint_curve, faint_curve_r + +def get_ddps(Area, M_0P0s, zs, survey): + result = np.zeros(len(zs) * 3, dtype=int).reshape(len(zs), 3) + resultz = np.zeros(len(zs) * 3, dtype=int).reshape(len(zs), 3) + + zlims = {} + + bright_curve, bright_curve_r, faint_curve, faint_curve_r = initialise_ddplimits(survey=survey) + + for i, lims in enumerate([tmr_DDP1, tmr_DDP2, tmr_DDP3]): + in_ddp = (M_0P0s >= lims[0]) & (M_0P0s <= lims[1]) + + zmax = np.atleast_1d(faint_curve(lims[1]))[0] + zmin = np.atleast_1d(bright_curve(lims[0]))[0] + + exclude = (zs > zmax) | (zs < zmin) + + in_ddp = in_ddp & ~exclude + in_ddpz = ~exclude + + result[in_ddp, i] = 1 + resultz[in_ddpz, i] = 1 + + ddp_zs = zs[in_ddp] + + print(zmin, zmax, len(ddp_zs)) + + zmax = np.array([zmax, ddp_zs.max()]).min() + zmin = np.array([zmin, ddp_zs.min()]).max() + + zlims['DDP{}_ZMIN'.format(i+1)] = zmin + zlims['DDP{}_ZMAX'.format(i+1)] = zmax + + zlims['DDP{}_VZ'.format(i+1)] = volcom(zmax, Area) - volcom(zmin, Area) + + zlims['DDP{}ZLIMS_NGAL'.format(i+1)] = np.count_nonzero(in_ddpz) + + zlims['DDP{}_NGAL'.format(i+1)] = np.count_nonzero(in_ddp) + zlims['DDP{}_DENS'.format(i+1)] = np.count_nonzero(in_ddp) / zlims['DDP{}_VZ'.format(i+1)] + + return result, resultz, zlims + + +if __name__ == '__main__': + initialise_ddplimits('desi', Mcol='M0P0_QALL') + + print('Done.') diff --git a/src/lumfn/ddp_limits.py b/src/lumfn/ddp_limits.py new file mode 100644 index 00000000..e72e09c6 --- /dev/null +++ b/src/lumfn/ddp_limits.py @@ -0,0 +1,175 @@ +import os +import sys +import argparse +import numpy as np +import matplotlib.pyplot as plt +import cosmo as cosmo +import astropy.io.fits as fits + +from astropy.table import Table +from smith_kcorr import GAMA_KCorrection, GAMA_KCorrection_color +from rest_gmr import smith_rest_gmr +from tmr_ecorr import tmr_ecorr, tmr_q +from abs_mag import abs_mag +from data.ke_params import * +from findfile import findfile, fetch_header +from config import Configuration + +def limiting_curve_path(survey, rlim, all_type, gmr_0P1_idx=None, gmr_0P1=None, gmr_0P0=None, debug=True): + fpath = findfile(ftype='ddp_limit', dryrun=False, survey=survey, ddp_count='all') + + print(f'Fetching {fpath}') + + f = open(fpath, 'r') + lines = f.readlines() + + for line in lines: + # 12.0/19.8 QALL/QCOLOR 0.131 /cosma5/data/durham/dc-wils7/GAMA4//ddrp_limits/gama_ddrp_limit_0.fits + _count, _rlim, _all_type, color_idx, _gmr_0P1, _gmr_0P0, _fpath = line.split() + + _count = int(_count) + _rlim = float(_rlim) + + _gmr_0P1 = float(_gmr_0P1) + _gmr_0P0 = float(_gmr_0P0) + + color_idx = int(color_idx) + + if debug: + print(_count, _rlim, _all_type, _gmr_0P1, _gmr_0P0, _fpath) + + match = (_rlim == rlim) + match &= (_all_type == all_type) + match &= ((_gmr_0P1 == gmr_0P1) | (_gmr_0P0 == gmr_0P0)) | (color_idx == gmr_0P1_idx) + + if match: + return _count, _fpath + + raise RuntimeError('Failed to find a limiting curve for {} {} {} {} {}'.format(rlim, all_type, gmr_0P1_idx, gmr_0P1, gmr_0P0)) + +def grab_ddplimit(fpath): + dat = fits.open(fpath) + result = {} + + for key in ['RLIM', 'GMR_0P0', 'GMR_0P1', 'ALL']: + result[key] = dat[1].header[key] + + result['DATA'] = Table.read(fpath) + result['COUNT'] = fpath.split('_')[-1].replace('.fits', '') + + print(fpath) + + return result + +if __name__ == '__main__': + parser = argparse.ArgumentParser(description='Gen kE DDP limit curves') + parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') + parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') + parser.add_argument('--config', help='Path to configuration file', type=str, default=findfile('config')) + parser.add_argument('-s', '--survey', help='Select survey', default='gama') + + args = parser.parse_args() + log = args.log + survey = args.survey.lower() + + config = Configuration(args.config) + config.update_attributes('ddp_limits', args) + config.write() + + if log: + logfile = findfile(ftype='ddp_limit', dryrun=False, survey=survey, log=True) + + print(f'Logging to {logfile}') + + sys.stdout = open(logfile, 'w') + + kcorr_r = GAMA_KCorrection(band='R') + kcorr_RG = GAMA_KCorrection_color() + + # To be looped over for a total of 28 = 7 (rest color) x 2 (Qall, Qcolor) x 2 (magnitude) curves. + gmrs_0p1 = np.array([0.131, 0.298, 0.443, 0.603, 0.785, 0.933, 1.067]) + gmrs_0p0 = np.array([0.158, 0.298, 0.419, 0.553, 0.708, 0.796, 0.960]) + + # bright and faint limits. + rlims = [fetch_header(ftype='gold', name='RMAX', survey=survey),\ + fetch_header(ftype='gold', name='RLIM', survey=survey)] + + root = os.environ['GOLD_DIR'] + f'/ddrp_limits/' + + if not os.path.isdir(root): + print('Creating {}'.format(root)) + + os.makedirs(root) + + count = 0 + + zs = mus = None + + summary = [] + + for rlim in rlims: + print('\n\n----------------------------------\n\n') + + rs = rlim * np.ones_like(zs) + + for aall, all_type in zip([True, False], ['QALL', 'QCOLOR']): + for color_idx, gmr_0P1 in enumerate(gmrs_0p1): + opath = findfile(ftype='ddp_limit', dryrun=False, survey=survey, ddp_count=count) + + # Fortran indexing. + color_idx += 1 + + if args.nooverwrite & os.path.isfile(opath): + hdul = fits.open(opath) + hdr = hdul[0].header # the primary HDU header + + assert 'SURVEY' in hdr + + if hdr['SURVEY'].upper() == survey.upper(): + print('{} found on disk and overwrite forbidden (--nooverwrite).'.format(opath)) + + count += 1 + + continue + + if (zs is None) | (mus is None): + zs = np.arange(1.e-3, 0.6, 1.e-3) + mus = cosmo.distmod(zs) + + gmr_0P1 = gmr_0P1 * np.ones_like(zs) + gmr_0P0 = kcorr_RG.rest_gmr_nonnative(gmr_0P1) + + ks = kcorr_r.k_nonnative_zref(0.0, zs, gmr_0P1) + es = tmr_ecorr(zs, gmr_0P0, aall=aall) + Mrs_0P0 = abs_mag(rs, mus, ks, es) + + dat = Table(np.c_[zs, ks, es, Mrs_0P0], names=['Z', 'K', 'E', 'M0P0_{}'.format(all_type)]) + dat.meta = {'RLIM': rlim, 'ALL': aall, 'GMR_0P1': gmr_0P1[0], 'GMR_0P0': gmr_0P0[0], 'SURVEY': survey} + + dat.write(opath, format='fits', overwrite=True) + + line = '{} \t {} \t {} \t {} \t {} \t {} \t {}'.format(count, rlim, all_type.ljust(6), color_idx, '{:.6f}'.format(gmr_0P1[0]), '{:.6f}'.format(gmr_0P0[0]), opath) + + print('Solved for {}'.format(line)) + + summary.append(line) + + count += 1 + + print() + + opath = findfile(ftype='ddp_limit', dryrun=False, survey=survey, ddp_count='all') + + print(f'\n\nWriting ddp limit summary to {opath}') + + with open(opath, 'w') as f: + for line in summary: + f.write(line) + f.write('\n') + + f.close() + + print('\n\nDone.\n\n') + + if log: + sys.stdout.close() diff --git a/src/lumfn/ddp_zlimits.py b/src/lumfn/ddp_zlimits.py new file mode 100644 index 00000000..974ebcd1 --- /dev/null +++ b/src/lumfn/ddp_zlimits.py @@ -0,0 +1,5 @@ +ddp_zlimits = {} + +ddp_zlimits['DDP1'] = [0.018824567924955588, 0.27151303002263294] +ddp_zlimits['DDP2'] = [0.010920624935373494, 0.19364943378836194] +ddp_zlimits['DDP3'] = [0.006922749951471983, 0.10152763865652228] diff --git a/src/lumfn/delta8_limits.py b/src/lumfn/delta8_limits.py new file mode 100644 index 00000000..4a903f88 --- /dev/null +++ b/src/lumfn/delta8_limits.py @@ -0,0 +1,26 @@ +import numpy as np + +# Table 3 of https://arxiv.org/pdf/1409.4681.pdf +d8_limits = [[-1.00, -0.75],\ + [-0.75, -0.55],\ + [-0.55, -0.40],\ + [-0.40, 0.00],\ + [ 0.00, 0.70],\ + [ 0.70, 1.60],\ + [ 1.60, 2.90],\ + [ 2.90, 4.00],\ + [ 4.00, 1.e12]] + +d8_limits = np.array(d8_limits) +d8_plot_idx = [0, 3, 5, 8] + +# Derived from our overleaf, approx. +d8_tmr = [-0.895, -0.657, 0.4986, -0.2156, 0.3287, 1.1053, 2.1505, 3.3827, 5.0958] + +def delta8_tier(delta8): + result = -99 * np.ones(len(delta8), dtype=np.int) + + for i, lims in enumerate(d8_limits): + result[(delta8 >= lims[0]) & (delta8 < lims[1])] = i + + return result diff --git a/src/lumfn/desi_gold.py b/src/lumfn/desi_gold.py new file mode 100644 index 00000000..92868e75 --- /dev/null +++ b/src/lumfn/desi_gold.py @@ -0,0 +1,329 @@ +import os +import runtime +import numpy as np +import astropy.units as u +import argparse + +from config import Configuration +from findfile import findfile +from astropy.coordinates import SkyCoord +from astropy.table import Table, vstack, hstack, unique, join +from ros_tools import tile2rosette, calc_rosr, ros_limits +from gama_limits import gama_field +from cartesian import cartesian, rotate +from cosmo import cosmo, distmod +from lss import fetch_lss +from bitmask import lumfn_mask +from ddp_zlimits import ddp_zlimits + + +def desi_gold(args, survey='sv3', release='fuji'): + from desiutil.dust import mwdust_transmission + from desitarget.sv3.sv3_targetmask import desi_mask, bgs_mask + + + dryrun = args.dryrun + + if survey != 'sv3': + raise NotImplementedError('Only SV3 is currently supported.') + + releases = {'sv3': 'fuji', 'main': 'guadalupe'} + release = releases[survey] + + root = os.environ['DESI_ROOT'] + f'/spectro/redux/{release}/healpix/' + fpath = root + 'tilepix.fits' + + print(f'Fetching {fpath}') + + tpix = Table.read(fpath) + + # Note: max. Bright SV3 tileid is 595. + tiles = np.arange(1000) + ros = np.array([tile2rosette(x) for x in tiles]) + + # https://desi.lbl.gov/trac/wiki/SurveyOps/OnePercent + # G12: [1,2]; G15: [8,9,10, 17] + + # Unique rosettes in SV3. + uros = np.unique(ros) + uros = uros[uros > -1] + + gama = np.isin(ros, uros) + + tiles = tiles[gama] + + tpix = tpix[np.isin(tpix['TILEID'].data, tiles)] + hps = np.unique(tpix['HEALPIX'].data) + + root += '/{}/bright/'.format(survey) + + fpaths = [root + '{}/{}/redrock-{}-bright-{}.fits'.format(str(x)[:3], x, survey, x) for x in hps] + fpaths = [x for x in fpaths if os.path.exists(x)] + + print('Fetching {}'.format(fpaths[0])) + + # e.g. 280/28027/redrock-sv3-bright-28027.fits + tabs = [] + + print('Gathering DESI zs.') + + for x in fpaths: + zbest = Table.read(x, hdu='REDSHIFTS') + fmap = Table.read(x, hdu='FIBERMAP') + efmap = Table.read(x, hdu='EXP_FIBERMAP') + + # row ordered. + assert np.all(zbest['TARGETID'] == fmap['TARGETID']) + + tids = np.unique(zbest['TARGETID']) + + efmap['ROS'] = tile2rosette(efmap['TILEID'].data) + + efmap_tid = efmap['TARGETID', 'ROS'] + efmap_tid = unique(efmap_tid, keys=['TARGETID']) + efmap_tid.sort('TARGETID') + + assert np.all(efmap_tid['TARGETID'].data == tids) + + del fmap['TARGETID'] + + zbest = hstack([zbest, fmap]) + + zbest = join(zbest, efmap_tid, join_type='left', keys='TARGETID') + zbest['ROS_DIST'] = 1.e4 * np.ones_like(zbest['Z']) + + # Distance to the closest rosette center. + for rosn in np.unique(efmap['ROS'].data): + # TODO: Small rosette overlap. + isin = zbest['ROS'].data == rosn + zbest['ROS_DIST'][isin] = calc_rosr(rosn, zbest['TARGET_RA'].data[isin], zbest['TARGET_DEC'].data[isin]) + + tabs.append(zbest) + + desi_zs = vstack(tabs) + + # remove skies. + print('Sky frac: 1-{:.6f}'.format(np.mean(desi_zs['TARGETID'].data >= 0))) + + desi_zs = desi_zs[desi_zs['TARGETID'].data >= 0] + desi_zs = desi_zs[(desi_zs['SV3_BGS_TARGET'].data & bgs_mask['BGS_BRIGHT']) != 0] + + desi_zs['GOOD_Z'] = (desi_zs['ZWARN'].data == 0) & (desi_zs['DELTACHI2'].data > 40) + + desi_zs['ZDESI'] = desi_zs['Z'] + + del desi_zs['Z'] + + desi_zs['FIELD'] = [f'R{xx}' for xx in desi_zs['ROS'].data] + + ## Cut DESI to good redshifts. + desi_zs['GAMA_FIELD'] = gama_field(desi_zs['TARGET_RA'].data, desi_zs['TARGET_DEC'].data) + + ## TODO/HACK: PHOTSYS ASSUMED S. + desi_zs['GMAG_DRED'] = 22.5 - 2.5 * np.log10(desi_zs['FLUX_G'].data / mwdust_transmission(desi_zs['EBV'].data, 'G', 'S', match_legacy_surveys=True)) + desi_zs['RMAG_DRED'] = 22.5 - 2.5 * np.log10(desi_zs['FLUX_R'].data / mwdust_transmission(desi_zs['EBV'].data, 'R', 'S', match_legacy_surveys=True)) + + desi_zs['W1MAG_DRED'] = 22.5 - 2.5 * np.log10(desi_zs['FLUX_W1'].data / mwdust_transmission(desi_zs['EBV'].data, 'W1', 'S', match_legacy_surveys=True)) + desi_zs['W2MAG_DRED'] = 22.5 - 2.5 * np.log10(desi_zs['FLUX_W2'].data / mwdust_transmission(desi_zs['EBV'].data, 'W2', 'S', match_legacy_surveys=True)) + + desi_zs['GMR'] = desi_zs['GMAG_DRED'] - desi_zs['RMAG_DRED'] + desi_zs['DETMAG'] = desi_zs['RMAG_DRED'] + + desi_zs.meta['PET_OFFSET'] = 0.12 + desi_zs['LEGACYPET'] = desi_zs['RMAG_DRED'] + desi_zs.meta['PET_OFFSET'] + + zlow = ddp_limits['DDP1'][0] + zhigh = ddp_limits['DDP1'][1] + + desi_zs['IN_GOLD'] = desi_zs['GOOD_Z'].data & (desi_zs['ZDESI'] > zlow) & (desi_zs['ZDESI'] < zhigh) + + clustering, full = fetch_lss(pprint=False, sort=False) + + clustering_ids = np.unique(clustering['TARGETID'].data) + full_ids = np.unique(full['TARGETID'].data) + + desi_zs['IN_CLUSTERING'] = np.isin(desi_zs['TARGETID'].data, clustering_ids) + desi_zs['IN_FULL'] = np.isin(desi_zs['TARGETID'].data, full_ids) + + clustering_cols = ['WEIGHT_ZFAIL', 'WEIGHT', 'NZ'] + full_cols = ['NTILE', 'TILES', 'TILELOCIDS', 'LOCATION_ASSIGNED', 'TILELOCID_ASSIGNED', 'COMP_TILE', 'FRACZ_TILELOCID', 'BITWEIGHTS', 'PROB_OBS'] + + for cols, cat in zip([clustering_cols, full_cols], [clustering, full]): + cols += ['TARGETID'] + + # TODO/HACK multiple targetid occurences in clustering catalog? + desi_zs = join(desi_zs, cat[cols], keys='TARGETID') + + ## Archive step. + archive = Table(desi_zs, copy=True) + + xyz = cartesian(desi_zs['TARGET_RA'].data, desi_zs['TARGET_DEC'].data, desi_zs['ZDESI'].data) + + desi_zs['CARTESIAN_X'] = xyz[:,0] + desi_zs['CARTESIAN_Y'] = xyz[:,1] + desi_zs['CARTESIAN_Z'] = xyz[:,2] + + xyz = rotate(desi_zs['TARGET_RA'].data, desi_zs['TARGET_DEC'].data, xyz) + + desi_zs['ROTCARTESIAN_X'] = xyz[:,0] + desi_zs['ROTCARTESIAN_Y'] = xyz[:,1] + desi_zs['ROTCARTESIAN_Z'] = xyz[:,2] + + desi_zs['LUMDIST'] = cosmo.luminosity_distance(desi_zs['ZDESI'].data) + desi_zs['DISTMOD'] = distmod(desi_zs['ZDESI'].data) + + desi_zs['IN_D8LUMFN'] = np.zeros_like(desi_zs['FIELD'], dtype=int) + desi_zs['CONSERVATIVE'] = np.zeros_like(desi_zs['FIELD'], dtype=int) + + desi_zs.meta['IMMUTABLE'] = 'TRUE' + + desi_zs.pprint() + + survey = 'desi' + ''' + fpath = findfile(ftype='gold', dryrun=False, survey=survey) + opath = fpath.replace('desi_gold', 'desi_sv3_gold') + + print('Writing {}'.format(opath)) + + desi_zs.write(opath, format='fits', overwrite=True) + + ## ---- GAMA GOLD + gold = Table.read(fpath) + + del gold['CARTESIAN_X'] + del gold['CARTESIAN_Y'] + del gold['CARTESIAN_Z'] + del gold['ROTCARTESIAN_X'] + del gold['ROTCARTESIAN_Y'] + del gold['ROTCARTESIAN_Z'] + del gold['DETMAG'] + del gold['DISTMOD'] + del gold['LUMDIST'] + del gold['GMR'] + + gold.pprint() + + # DESI + uros = [1,2,8,9,10,17] + desi_zs = desi_zs[np.isin(desi_zs['ROS'], uros)] + archive = archive[np.isin(archive['ROS'], uros)] + + c = SkyCoord(ra=desi_zs['TARGET_RA']*u.degree, dec=desi_zs['TARGET_DEC']*u.degree) + + print('Matching DESI to GAMA Gold.') + + # GAMA + catalog = SkyCoord(ra=gold['RA'], dec=gold['DEC']) + idx, d2d, d3d = c.match_to_catalog_3d(catalog) + + # Now idx are indices into catalog that are the closest objects to each of the coordinates in c, d2d are the on-sky distances between them + gold_match = gold[idx] + + del gold_match['FIELD'] + + to_join = Table(gold_match, copy=True) + to_join.meta = {} + + desi_zs = hstack([desi_zs, to_join]) + desi_zs['GAMA_SEP'] = d2d.to(u.arcsec) + desi_zs['GOOD_MATCH'] = desi_zs['GAMA_SEP'] < 0.3 + + desi_zs.meta['IMMUTABLE'] = 'TRUE' + + max_sep = 0.5 * u.arcsec + + print('Fraction desi matched to gold at 0.5 arcseconds: {:.6f}'.format(np.mean(desi_zs['GAMA_SEP'] < max_sep))) + + opath = fpath.replace('desi_gold', 'desi_gama') + + print('Writing {}'.format(opath)) + + desi_zs.write(opath, format='fits', overwrite=True) + + ## -------------------- + idx, d2d, d3d = catalog.match_to_catalog_3d(c) + + desi_match = archive[idx] + + to_join = Table(desi_match, copy=True) + to_join.meta = {} + + gold = hstack([gold, to_join]) + gold['DESI_SEP'] = d2d.to(u.arcsec) + gold['GOOD_MATCH'] = gold['DESI_SEP'] < 0.3 + + gold['ROS_DIST'] = 1.e99 + + for rosn in uros: + new_dist = calc_rosr(rosn, gold['RA'].data, gold['DEC'].data) + + gold['ROS_DIST'] = np.minimum(gold['ROS_DIST'].data, new_dist) + + max_sep = 0.5 * u.arcsec + + print('Fraction gold matched to desi at 0.5 arcseconds: {:.6f}'.format(np.mean(gold['DESI_SEP'] < max_sep))) + + gold.meta['IMMUTABLE'] = 'TRUE' + + opath = fpath.replace('desi_gold', 'gama_desi') + + print('Writing {}'.format(opath)) + + gold.write(opath, format='fits', overwrite=True) + ''' + + in_gold = desi_zs['GOOD_Z'].data & (desi_zs['ZDESI'] > ddp_limits['DDP1'][0]) & (desi_zs['ZDESI'] < ddp_limits['DDP1'][1]) + + # No cut to GAMA rosettes. + # in_gold &= np.isin(desi_zs['ROS'].data, [1,2,8,9,10,17]) + + desi_zs = desi_zs[in_gold] + desi_zs['RA'] = desi_zs['TARGET_RA'] + desi_zs['DEC'] = desi_zs['TARGET_DEC'] + desi_zs['ZSURV'] = desi_zs['ZDESI'] + desi_zs['DETMAG'] = desi_zs['RMAG_DRED'] + desi_zs['DISTMOD'] = distmod(desi_zs['ZDESI'].data) + + limits = ros_limits(dryrun) + + hi_comp = (desi_zs['ROS_DIST'].data > limits[0]) & (desi_zs['ROS_DIST'].data < limits[1]) + area = np.pi * (limits[1]**2. - limits[0]**2.) + + update_bit(desi_zs['IN_D8LUMFN'], lumfn_mask, 'DESI_HICOMP', ~hi_comp) + + desi_zs = desi_zs[desi_zs['IN_D8LUMFN'].data == 0] + + desi_zs.meta['AREA'] = area * len(np.unique(desi_zs['FIELD'].data)) + desi_zs.meta['IMMUTABLE'] = 'TRUE' + desi_zs.meta['RELEASE'] = release.upper() + + desi_zs.meta['RLIM'] = 19.5 + desi_zs.meta['RMAX'] = 12.0 + desi_zs.meta['MAX_SEP'] = 10.0 # Expected max. angular separation in a rosette. + + opath = findfile(ftype='gold', dryrun=dryrun, survey=survey) + + print('Writing {}'.format(opath)) + + desi_zs.write(opath, format='fits', overwrite=True) + + +if __name__ == '__main__': + parser = argparse.ArgumentParser(description='Gen desi gold cat.') + parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') + parser.add_argument('--config', help='Path to configuration file', type=str, default=findfile('config')) + parser.add_argument('--dryrun', help='Dryrun of 5k galaxies', action='store_true') + parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') + + args = parser.parse_args() + ''' + config = Configuration(args.config) + config.update_attributes('gold', args) + config.write() + ''' + desi_gold(args) + + print('Done.') + + diff --git a/src/lumfn/desi_randoms.py b/src/lumfn/desi_randoms.py new file mode 100644 index 00000000..1d270d4c --- /dev/null +++ b/src/lumfn/desi_randoms.py @@ -0,0 +1,55 @@ +import os +import numpy as np + +from bitmask import lumfn_mask, update_bit +from astropy.table import Table, unique, vstack +from ros_tools import tile2rosette, calc_rosr, ros_limits + + +def desi_randoms(ros, nrealz=4, oversample=8, dryrun=False): + assert 'NERSC_HOST' in os.environ.keys() + + # Randoms uniform on the sphere with density 2500 per sq. deg., available to an assigned fiber. + root = '/global/cfs/cdirs/desi/survey/catalogs/SV3/LSS/' + + rpaths = ['{}/random{}/rancomb_brightwdup_Alltiles.fits'.format(root, idx) for idx in range(nrealz)] + rpaths *= oversample + + rand = vstack([Table.read(xx) for xx in rpaths]) + rand.meta = {} + + # TODO: Check TARGETID is a unique identifier, or bug. If not, use RA. + rand = unique(rand, keys='TARGETID') + rand['ROS'] = tile2rosette(rand['TILEID']) + + rand['ROS_DIST'] = 1.e99 + + rand = rand[rand['ROS'] == ros] + + for rosn in np.unique(rand['ROS']): + isin = (rand['ROS'].data == rosn) + + new_dist = calc_rosr(rosn, rand['RA'][isin], rand['DEC'][isin]) + + rand['ROS_DIST'][isin] = np.minimum(rand['ROS_DIST'][isin], new_dist) + + # rand.pprint() + + limits = ros_limits(dryrun) + + hi_comp = (rand['ROS_DIST'].data > limits[0]) & (rand['ROS_DIST'].data < limits[1]) + + update_bit(rand['IN_D8LUMFN'], lumfn_mask, 'DESI_HICOMP', ~hi_comp) + + rand = rand[rand['IN_D8LUMFN'].data == 0] + + rand.rename_column('RA', 'RANDOM_RA') + rand.rename_column('DEC', 'RANDOM_DEC') + + # Must come after dryrun. + rand.meta['AREA'] = len(rand) / 2500. / nrealz + rand.meta['NRAND'] = len(rand) + rand.meta['NREALZ'] = nrealz + rand.meta['IMMUTABLE'] = 'TRUE' + + return rand diff --git a/src/lumfn/errorlog.py b/src/lumfn/errorlog.py new file mode 100644 index 00000000..306efeb0 --- /dev/null +++ b/src/lumfn/errorlog.py @@ -0,0 +1,109 @@ +import os +import sys +import logging + +from pathlib import Path + + +_loggers = dict() + +def get_logger(level=None, path=None, timestamps=False): + ''' + Returns a logger, which can be used like logger.info('some message') etc. + + INPUTS: level ... None --> use environment variable + otherwise string like 'DEBUG', 'INFO', 'WARNING', 'ERROR', 'FATAL', 'CRITICAL' + + path ... None --> do not log to disk + otherwise string of where to save all log messages (identical console printouts will also happen) + + timestamps ... boolean, to turn on inclusion of timestamps in log messages + + OUTPUTS: logger instance + ''' + if level == 'DEBUG': + loglevel = logging.DEBUG + + elif level == 'INFO': + loglevel = logging.INFO + + elif level == 'WARN' or level == 'WARNING': + loglevel = logging.WARNING + + elif level == 'ERROR': + loglevel = logging.ERROR + + elif level == 'FATAL' or level == 'CRITICAL': + loglevel = logging.CRITICAL + + else: + raise ValueError('Unknown log level {}; should be DEBUG/INFO/WARNING/ERROR/CRITICAL'.format(level)) + + if level not in _loggers: + logger = logging.getLogger('lumfn.'+level) + logger.setLevel(loglevel) + + #- handler and formatter code adapted from + #- https://docs.python.org/3/howto/logging.html#configuring-logging + + # create console handler and set level to debug + ch = logging.StreamHandler() + ch.setLevel(loglevel) + + # optionally create file handler, similarly + if path: + fh = logging.FileHandler(filename=path, mode='a', encoding='utf-8') + fh.setLevel(loglevel) + else: + fh = None + + # create formatter + kwargs = {'fmt': '%(levelname)s:%(filename)s:%(lineno)s:%(funcName)s:%(message)s'} + if timestamps: + kwargs['fmt'] = '%(asctime)s:' + kwargs['fmt'] + kwargs['datefmt'] = '%Y %m %d %H:%M:%S:%z' + + formatter = logging.Formatter(**kwargs) + + # add formatter to ch + ch.setFormatter(formatter) + if fh: + fh.setFormatter(formatter) + + # add handlers to logger + logger.addHandler(ch) + if fh: + logger.addHandler(fh) + + _loggers[level] = logger + + return _loggers[level] + +errorlog_path = '{}/errors/errorlog.txt'.format(os.environ['GOLD_DIR']) +errorlog_dir = os.path.dirname(errorlog_path) + +Path(errorlog_dir).mkdir(parents=True, exist_ok=True) + +errorlog = get_logger(level='DEBUG', path=errorlog_path, timestamps=True) + +def handle_exception(exc_type, exc_value, exc_traceback): + if issubclass(exc_type, KeyboardInterrupt): + sys.__excepthook__(exc_type, exc_value, exc_traceback) + return + + with open(errorlog_path, 'a') as fh: + fh.write('\n\n**********************************************************************************\n') + + errorlog.error('ERROR', exc_info=(exc_type, exc_value, exc_traceback)) + + with open(errorlog_path, 'a') as fh: + fh.write('\n\n**********************************************************************************\n') + + print(f'ERROR: logged at {errorlog_path}') + + +sys.excepthook = handle_exception + + +if __name__ == '__main__': + raise RuntimeError('Failed to findfile') diff --git a/src/lumfn/fillfactor.py b/src/lumfn/fillfactor.py new file mode 100644 index 00000000..cd4b8422 --- /dev/null +++ b/src/lumfn/fillfactor.py @@ -0,0 +1,352 @@ +import os +import gc +import sys +import time +import tqdm +import fitsio +import argparse +import multiprocessing +import numpy as np +import astropy.io.fits as fits +import matplotlib.pyplot as plt + +from functools import partial +from datetime import datetime +from scipy.spatial import KDTree +from astropy.table import Table +from multiprocessing import Pool +from runtime import calc_runtime +from findfile import findfile, fetch_fields, overwrite_check, call_signature, gather_cat +from config import Configuration +from ddp_zlimits import ddp_zlimits +from params import sphere_radius + + +def collate_fillfactors(realzs=np.array([0]), field='G9', survey='gama', dryrun=False, prefix=None, write=True, force=False, oversample=2): + print('Collating fillfactor realizations into main (realz=0).') + + realzs = np.sort(realzs) + + assert realzs[0] == 0 + + opaths = [findfile(ftype='randoms_n8', dryrun=dryrun, field=field, survey=survey, prefix=prefix, realz=realz) for realz in realzs] + opath = opaths[0] + + assert np.all(np.array([os.path.isfile(x) for x in opaths])), 'Failed to find {}'.format(opaths) + + for oo in opaths: + print(f'Fetching {oo}.') + + orealzs = [Table.read(opath) for opath in opaths] + mainreal = orealzs[0] + + if len(realzs) == 1: + print('Only one realization, nothing to be done. Exiting.') + return mainreal + + keys = list(mainreal.meta.keys()) + + for key in keys: + print(key, mainreal.meta[key]) + + if ('COLLATE' in keys) and (not force): + print('Results have already been collated to zeroth realization. Exiting') + return mainreal + + for col in ['FILLFACTOR', 'RAND_N8']: + print(f'Solving for {col}') + + cols = [orealz[col].data.tolist() for orealz in orealzs] + cols = np.array(cols).T + + mainreal[col] = np.mean(cols, axis=1) + + # TODO: Check error on the mean. + mainreal[col + '_STD'] = np.std(cols, axis=1) / np.sqrt(len(realzs)) + + print('Effective rand. density of {:.6f} to {:.6f}.'.format(mainreal.meta['RAND_DENS'], mainreal.meta['RAND_DENS'] * len(realzs))) + + mainreal.meta['COLLATE'] = 'TRUE' + mainreal.meta['NREALZ'] = len(realzs) + + fpath = findfile(ftype='randoms', dryrun=dryrun, field=field, survey=survey, prefix=prefix, realz=0) + boundary = Table.read(fpath, 'BOUNDARY') + + header = fits.Header() + + hx = fits.HDUList() + hx.append(fits.PrimaryHDU(header=header)) + hx.append(fits.convenience.table_to_hdu(mainreal)) + hx.append(fits.convenience.table_to_hdu(boundary)) + + if write: + opath = findfile(ftype='randoms_n8', dryrun=dryrun, field=field, survey=survey, prefix=prefix, realz=0) + + print(f'Writing {opath}.') + + hx.writeto(opath, overwrite=True) + + print('Finished.') + + return mainreal + +def process_one(run, pid=0, start=0.0): + try: + pid = os.getpid() + + except Exception as e: + print(e) + + bigtree = run[0] + comp = run[1] + + msg = 'POOL {}: Creating {} tree for complement'.format(pid, len(comp)) + runtime = calc_runtime(start, msg) + + # leafsize=5 + kd_tree = KDTree(comp) + + msg = 'POOL {}: Querying {} tree for complement'.format(pid, len(bigtree.data)) + runtime = calc_runtime(start, msg) + + # https://docs.scipy.org/doc/scipy/reference/generated/scipy.spatial.KDTree.query_ball_tree.html#scipy.spatial.KDTree.query_ball_tree + # https://docs.scipy.org/doc/scipy/reference/generated/scipy.spatial.KDTree.count_neighbors.html#scipy.spatial.KDTree.count_neighbors + indexes = bigtree.query_ball_tree(kd_tree, r=sphere_radius) + + del kd_tree + del bigtree + del comp + + flat = [len(idx) for idx in indexes] + + time.sleep(.1) + + return flat + +def fillfactor(log, field, dryrun, prefix, survey, oversample, nproc, realz, nooverwrite, debug=False): + opath = findfile(ftype='randoms_n8', dryrun=dryrun, field=field, survey=survey, prefix=prefix, realz=realz) + + if nooverwrite: + overwrite_check(opath) + + start = time.time() + + call_signature(dryrun, sys.argv) + + fpath = findfile(ftype='randoms', dryrun=dryrun, field=field, survey=survey, prefix=prefix, oversample=oversample, realz=realz) + overpoints_hdr = fitsio.read_header(fpath, ext=1) + + _overpoints = fitsio.read(fpath, ext=1, columns=['CARTESIAN_X', 'CARTESIAN_Y', 'CARTESIAN_Z']) + overpoints = np.c_[_overpoints['CARTESIAN_X'], _overpoints['CARTESIAN_Y'], _overpoints['CARTESIAN_Z']] + + print(f'Fetching {fpath}') + print('Fetched x{} oversampled randoms.'.format(overpoints_hdr['OVERSAMPLE'])) + + # Read randoms file, split by field (DDP1, or not). + # Note: realz handles oversampled realizations only. + fpath = findfile(ftype='randoms', dryrun=dryrun, field=field, survey=survey, prefix=prefix, realz=0) + points_hdr = fitsio.read_header(fpath, ext=1) + + _points = fitsio.read(fpath, ext=1, columns=['CARTESIAN_X', 'CARTESIAN_Y', 'CARTESIAN_Z']) + points = np.c_[_points['CARTESIAN_X'], _points['CARTESIAN_Y'], _points['CARTESIAN_Z']] + + print(f'Fetching {fpath}') + print('Fetched randoms of density {}.'.format(points_hdr['RAND_DENS'])) + + del _points + del _overpoints + + runtime = calc_runtime(start, 'Reading {:.2f}M randoms'.format(len(overpoints) / 1.e6), xx=overpoints) + + print('Sorting.') + + idx = np.argsort(points[:,0]) + points = points[idx] + + idx = np.argsort(overpoints[:,0]) + overpoints = overpoints[idx] + + if debug: + print('Assuming debug configuration.') + + debug_downsample = 5 + + points = points[::debug_downsample] + overpoints = overpoints[::debug_downsample] + + print(f'Downsampling randoms by x{debug_downsample}.') + + runtime = calc_runtime(start, 'Sorted randoms by X') + + # Chunked in x. + split_idx = np.arange(len(points)) + split_idx = np.array_split(split_idx, 4 * nproc) + + nchunk = len(split_idx) + + runs = [] + + for i, idx in enumerate(split_idx): + split = points[idx] + + xmin = split[:,0].min() + xmax = split[:,0].max() + + buff = .1 # [Mpc/h] + + # Complement uses the oversampled version + complement = (overpoints[:,0] > (xmin - sphere_radius - buff)) & (overpoints[:,0] < (xmax + sphere_radius + buff)) + complement = overpoints[complement] + + cmin = complement[:,0].min() + cmax = complement[:,0].max() + + print('{:d}\t{:.4f}\t{:.4f}\t{:.4f}\t{:.4f}\t{:d}\t{:d}'.format(i, xmin, xmax, cmin, cmax, len(split), len(complement))) + + # leafsize=5 + split_tree = KDTree(split) + + runs.append([split_tree, complement]) + + runtime = calc_runtime(start, 'Created {} big trees and complement chunked by ...'.format(nchunk)) + + del points + del overpoints + del split + del split_idx + + runtime = calc_runtime(start, 'Deleted rand.') + + runtime = calc_runtime(start, 'POOL: Counting < 8 Mpc/h pairs for small trees.') + + pool_start = time.time() + + results = [process_one(runs[0], pid=0, start=start)] + + split_time = time.time() - pool_start + split_time /= 60. + + runtime = calc_runtime(start, 'POOL: Expected runtime of {:.6f} minutes with {:d} proc. and split time {:.6f} mins'.format(nchunk * split_time / nproc, nproc, split_time)) + + done_nsplit = 1 + + # maxtasksperchild: restart process after max tasks to contain resource leaks; + with multiprocessing.get_context('spawn').Pool(nproc, maxtasksperchild=4) as pool: + total = (nchunk-1) + + with tqdm.tqdm(total=total) as pbar: + for result in pool.imap(partial(process_one, start=start), iterable=runs[1:], chunksize=4): + results.append(result) + + pbar.update() + + done_nsplit += 1 + + ''' + if (done_nsplit % nproc) == 0: + pool_time = (time.time() - pool_start) / 60. + runtime = calc_runtime(start, 'POOL: New expected runtime of {:.3f} minutes with {:d} proc.'.format(nchunk * pool_time / done_nsplit, nproc)) + ''' + + pool.close() + + # https://stackoverflow.com/questions/38271547/when-should-we-call-multiprocessing-pool-join + pool.join() + + runtime = calc_runtime(start, 'POOL: Done with queries of {} splits'.format(done_nsplit)) + # runtime = calc_runtime(start, 'POOL: Done with queries of {} splits with effective split time {}'.format(done_nsplit, pool_time / done_nsplit)) + + flat_result = [] + + for rr in results: + flat_result += rr + + runtime = calc_runtime(start, 'Reading randoms') + + fpath = findfile(ftype='randoms', dryrun=dryrun, field=field, survey=survey, prefix=prefix) + rand = Table.read(fpath) + + runtime = calc_runtime(start, 'Sorting randoms by X') + + rand.sort('CARTESIAN_X') + + if debug: + rand = rand[::debug_downsample] + + # print(len(rand), len(flat_result)) + + runtime = calc_runtime(start, 'Assigning counts to randoms') + + rand['RAND_N8'] = np.array(flat_result).astype(np.int32) + rand['FILLFACTOR'] = rand['RAND_N8'] / overpoints_hdr['NRAND8'] + + rand.meta['RSPHERE'] = sphere_radius + rand.meta['IMMUTABLE'] = 'FALSE' + + runtime = calc_runtime(start, f'Reading {fpath}') + + boundary = Table.read(fpath, 'BOUNDARY') + + header = fits.Header() + + hx = fits.HDUList() + hx.append(fits.PrimaryHDU(header=header)) + hx.append(fits.convenience.table_to_hdu(rand)) + hx.append(fits.convenience.table_to_hdu(boundary)) + + runtime = calc_runtime(start, 'Writing {}.'.format(opath), xx=rand) + + hx.writeto(opath, overwrite=True) + + runtime = calc_runtime(start, 'Finished') + + if log: + sys.stdout.close() + + return 0 + + +if __name__ == '__main__': + parser = argparse.ArgumentParser(description='Calculate fill factor using randoms.') + parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') + parser.add_argument('-f', '--field', type=str, help='Select equatorial GAMA field: G9, G12, G15', default='G9') + parser.add_argument('-d', '--dryrun', help='Dryrun.', action='store_true') + parser.add_argument('-s', '--survey', help='Select survey.', default='gama') + parser.add_argument('--prefix', help='filename prefix', default='randoms') + parser.add_argument('--nproc', help='nproc', default=12, type=int) + parser.add_argument('--realz', help='Realization number', default=0, type=np.int32) + parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') + parser.add_argument('--oversample', help='Oversampling factor for fillfactor counting.', default=2, type=int) + parser.add_argument('--config', help='Path to configuration file', type=str, default=findfile('config')) + parser.add_argument('--debug', help='Trigger debug options, e.g. undersample', action='store_true') + + args = parser.parse_args() + log = args.log + field = args.field.upper() + dryrun = args.dryrun + prefix = args.prefix + survey = args.survey.lower() + oversample = args.oversample + debug = args.debug + + # https://www.dur.ac.uk/icc/cosma/cosma5/ + nproc = args.nproc + realz = args.realz + nooverwrite = args.nooverwrite + + fields = fetch_fields(survey) + + if log: + logfile = findfile(ftype='randoms_n8', dryrun=False, field=field, survey=survey, prefix=prefix, realz=realz, log=True) + + print(f'Logging to {logfile}') + + sys.stdout = open(logfile, 'w') + ''' + config = Configuration(args.config) + config.update_attributes('fillfactor', args) + config.write() + ''' + assert field in fields, 'Error: Field not in fields' + + fillfactor(log, field, dryrun, prefix, survey, oversample, nproc, realz, nooverwrite, debug) diff --git a/src/lumfn/findfile.py b/src/lumfn/findfile.py new file mode 100644 index 00000000..26e37305 --- /dev/null +++ b/src/lumfn/findfile.py @@ -0,0 +1,433 @@ +import re +import os +import time +import glob +import datetime +import fitsio +import subprocess +import numpy as np +import astropy.io.fits as fits + +from collections import OrderedDict +from astropy.table import Table, vstack +from delta8_limits import d8_limits +from astropy.io.fits import getval, getheader +from utils import run_command +from pkg_resources import resource_filename + + +supported = ['gold',\ + 'kE',\ + 'zmax',\ + 'vmax',\ + 'lumfn',\ + 'lumfn_step',\ + 'ddp',\ + 'ddp_n8'] + +def safe_reset(supported=True, printonly=False, debug=False): + if supported: + fpaths = supported_files(dryrun=True) + fpaths += supported_files(dryrun=False) + + else: + fpaths += unsupported_files(dryrun=True) + fpaths += unsupported_files(dryrun=False) + + for fpath in fpaths: + ''' + if ~os.path.exists(fpath): + continue + ''' + try: + immutable = fetch_header(fpath=fpath, name='IMMUTABLE') + + except KeyError as E: + immutable = 'NOT DEFINED' + + to_keep = (immutable == 'TRUE') + + print('RESET: {} with IMMUTABILITY {} KEEP {}'.format(fpath.ljust(80), immutable.ljust(20), to_keep)) + + if to_keep: + continue + + if not printonly: + cmd = f'rm -rf {fpath}' + out = run_command(cmd, noid=True) + +def call_signature(dryrun, argv): + if dryrun: + print('\n\nCall signature: python3 ' + ' '.join(argv) + '\n\n') + +def gather_cat(fpaths): + if len(fpaths) == 0: + return None + + assert np.all(np.array([os.path.isfile(x) for x in fpaths])), 'Failed to find {}'.format(fpaths) + + for fpath in fpaths: + print(f'\tFetching {fpath}.') + + tables = [Table.read(x) for x in fpaths] + tables = vstack(tables) + + # TODO: Headers, e.g. Area, ngal etc. + tables.meta = {} + + return tables + +def write_desitable(opath, table, test=False): + if test: + table = Table() + table['a'] = [1, 4] + table['b'] = [2.0, 5.0] + table['c'] = ['x', 'y'] + + opath = './test.fits' + + assert 'fits' in opath + + table.write(opath, overwrite=True) + + cmds = [] + cmds.append(f'chgrp desi {opath}') + cmds.append(f'chmod 700 {opath}') + + print('\n\n') + + for cmd in cmds: + output = subprocess.check_output(cmd, shell=True) + + print(cmd, output) + +def fetch_fields(survey): + assert survey in ['desi', 'gama'], f'Fields for {survey} survey are not supported.' + + fpath = resource_filename('lumfn', f'data/{survey}_fields.txt') + fields = np.loadtxt(fpath, comments="#", delimiter=",", unpack=False, dtype=str) + + return fields + +def release_dir(user=os.environ['USER'], survey='gama', version=None): + # E.g. /cosma/home/durham/dc-wils7/data/GAMA4/ + if version == 'latest': + ff = glob.glob('/cosma/home/durham/{}/data/v*'.format(user)) + ff.sort(key=os.path.getmtime) + + return ff[-1] + + elif version != None: + return '/cosma/home/durham/{}/data/{}/'.format(user, version) + + else: + return '/cosma/home/durham/{}/data/GAMA4/'.format(user) + +def overwrite_check(opath, ext=None): + if os.path.isfile(opath): + exist = True + + if ext != None: + hdul = fits.open(opath) + exist = False + + # print(ext) + # print(hdul.info()) + + for hdu in hdul: + hdr = hdu.header + + try: + if hdr['EXTNAME'] == 'BOUNDARY': + exist = True + + print(f'WARNING: Found existing BOUNDARY extension to {opath} and overwrite forbidden (--nooverwrite).') + + except KeyError as E: + pass + + else: + print(f'{opath} found on disk and overwrite forbidden (--nooverwrite).') + + if exist: + exit(0) + + +def fetch_header(ftype=None, name=None, ext=1, allsupported=False, dryrun=False, prefix=None, field=None, utier='{utier}', survey=None, realz=0, debug=False, version=None, fpath=None): + if allsupported: + result = OrderedDict() + + defined = [] + + for ss in supported: + additions = fetch_header(ftype=ss, name=name, ext=ext, dryrun=dryrun, prefix=prefix, field=field, utier=utier, survey=survey, realz=realz, debug=debug, version=version) + + for xx in defined: + additions.pop(xx, None) + + if additions: + defined += list(additions.keys()) + + result[ss] = additions + + return result + + if fpath is None: + fpath = findfile(ftype=ftype, dryrun=dryrun, prefix=prefix, field=field, utier=utier, survey=survey, realz=realz, debug=debug, version=version) + + if debug: + print(f'Fetching header of {fpath}') + + if name: + return getval(fpath, name, ext) + + else: + hdr = getheader(fpath, ext) + cards = [card for card in hdr.cards if np.all(~np.isin(card[0][:5], ["TUNIT", "TNULL", "TTYPE", "TFORM", "XTENS", "NAXIS", "BITPI", "PCOUN", "GCOUN"]))] + + result = {} + + for card in cards: + try: + result[card[0]] = card[1] + + except Exception as E: + print(f'WARNING: {E}') + + return result + +def findfile(ftype, dryrun=False, prefix=None, field=None, utier='{utier}', survey=None, realz=0, debug=False, version=None, oversample=1, log=False, ddp_count=-1): + if version == None: + if 'NERSC_HOST' in os.environ: + gold_dir = os.environ['CSCRATCH'] + '/norberg/GAMA4/' + + elif 'GOLD_DIR' in os.environ: + gold_dir = os.environ['GOLD_DIR'] + + elif 'GITHUB_ACTIONS' in os.environ: + gold_dir = 'GAMA4/' + + else: + gold_dir = os.environ['HOME'] + '/data/GAMA4/' + + print('Warning: GOLD_DIR not defined in environment; assuming {gold_dir}') + + else: + gold_dir = release_dir(version=version) + + rand_dir = gold_dir + '/randoms/' + + # Special cases: + if ftype == 'config': + return gold_dir + '/configs/config.yaml' + + if ftype == 'jackknife': + if dryrun: + dryrun = '_dryrun' + + else: + dryrun = '' + + return gold_dir + '/randoms/jackknife{}{}.yaml'.format(prefix.replace('randoms', ''), dryrun) + + if survey == None: + survey = 'gama' + + print('WARNING: defaulting to survey=gama') + + survey = survey.lower() + + # Special case: + if (ftype == 'gold') & dryrun & (survey == 'gama'): + return resource_filename('lumfn', '/data/gama_gold_dryrun.fits') + + fields = fetch_fields(survey) + + if field != None: + valid = (field in fields) | ('ALL' in field) + + assert valid, print(f'Requested field {field} is not valid ({fields})') + + if dryrun: + dryrun = '_dryrun' + debug = True + + else: + dryrun = '' + + if realz >= 50: + raise ValueError('Randoms realizations limisted to max. of 50') + + if ftype == 'ddp_limit': + if log: + return gold_dir + '/logs/' + '{}_ddrp_limit.log'.format(survey) + + else: + fpath = gold_dir + '/ddrp_limits/' + '{}_ddrp_limit_{}.fits'.format(survey, ddp_count) + + if ddp_count == 'all': + fpath = fpath.replace('.fits', '.txt') + + return fpath + + if isinstance(field, list): + return [findfile(ftype, dryrun=dryrun, prefix=prefix, field=ff, utier=utier) for ff in field] + + if ftype == 'summary_log': + return gold_dir + 'summary.log' + + if field == None: + file_types = {'gold': {'dir': gold_dir, 'id': f'{survey}', 'ftype': 'gold'},\ + 'kE': {'dir': gold_dir, 'id': f'{survey}_gold', 'ftype': 'kE'},\ + 'zmax': {'dir': gold_dir, 'id': f'{survey}_gold', 'ftype': 'zmax'},\ + 'vmax': {'dir': gold_dir, 'id': f'{survey}_gold', 'ftype': 'vmax'},\ + 'lumfn': {'dir': gold_dir, 'id': f'{survey}_gold', 'ftype': 'lumfn'},\ + 'lumfn_step': {'dir': gold_dir, 'id': f'{survey}_gold', 'ftype': 'lumfn_step'},\ + 'ddp': {'dir': gold_dir, 'id': f'{survey}_gold', 'ftype': 'ddp'},\ + 'ddp_n8': {'dir': gold_dir, 'id': f'{survey}_gold', 'ftype': 'ddp_n8'}} + + parts = file_types[ftype] + fpath = parts['dir'] + '/{}_{}{}.fits'.format(parts['id'], parts['ftype'], dryrun) + + else: + file_types = {'ddp_n8_d0': {'dir': gold_dir, 'id': f'{survey}_gold', 'ftype': 'ddp_n8_d0_{}'.format(utier)},\ + 'ddp_n8_d0_vmax': {'dir': gold_dir, 'id': f'{survey}_gold', 'ftype': 'ddp_n8_d0_{}_vmax'.format(utier)},\ + 'ddp_n8_d0_lumfn': {'dir': gold_dir, 'id': f'{survey}_gold', 'ftype': 'ddp_n8_d0_{}_lumfn'.format(utier)},\ + 'ddp_n8_d0_lumfn_step': {'dir': gold_dir, 'id': f'{survey}_gold', 'ftype': 'ddp_n8_d0_{}_lumfn_step'.format(utier)},\ + 'randoms': {'dir': rand_dir, 'id': 'randoms', 'ftype': realz},\ + 'randoms_n8': {'dir': rand_dir, 'id': 'randoms_N8', 'ftype': realz},\ + 'randoms_bd': {'dir': rand_dir, 'id': 'randoms_bd', 'ftype': realz},\ + 'randoms_bd_ddp_n8': {'dir': rand_dir, 'id': 'randoms_bd_ddp_n8', 'ftype': realz},\ + 'volavg_fillfactor': {'dir': rand_dir, 'id': 'volavg_fillfactor', 'ftype': '_{}_{}'.format(realz, utier)},\ + 'boundary': {'dir': rand_dir, 'id': 'boundary', 'ftype': realz} + } + + parts = file_types[ftype] + + if oversample > 1: + oversample = f'_x{oversample}' + else: + oversample = '' + + fpath = f'' + parts['dir'] + '/{}_{}{}_{}{}.fits'.format(parts['id'], field, oversample, parts['ftype'], dryrun) + + if prefix != None: + assert 'randoms' in prefix; + + dirname = os.path.dirname(fpath) + fpath = os.path.basename(fpath) + + fpath = fpath.replace('randoms', prefix) + fpath = dirname + '/' + fpath + + if debug: + print(f'DEBUG: findfile returns {fpath}') + + fpath = fpath.replace('//', '/') + + if ftype == 'boundary': + assert log == True + + if log: + fpath = os.path.dirname(fpath) + '/logs/' + os.path.basename(fpath).split('.')[0] + '.log' + + return fpath + +def supported_files(dryrun=None): + try: + dryrun = os.environ['DRYRUN'] + + except Exception as E: + dryrun = '' + + fpaths = [] + + for survey in ['desi', 'gama']: + for xx in supported: + fpaths.append(findfile(xx, dryrun=False, survey=survey)) + + fields = fetch_fields(survey) + + for field in fields: + for prefix in [None, 'randoms_ddp1']: + fpaths.append(findfile('randoms', dryrun=False, field=field, prefix=prefix, survey=survey)) + fpaths.append(findfile('randoms_n8', dryrun=False, field=field, prefix=prefix, survey=survey)) + fpaths.append(findfile('randoms_bd', dryrun=False, field=field, prefix=prefix, survey=survey)) + fpaths.append(findfile('randoms_bd_ddp_n8', dryrun=False, field=field, prefix=prefix, survey=survey)) + + for ii, _ in enumerate(d8_limits): + fpaths.append(findfile('ddp_n8_d0', dryrun=False, field=field, utier=ii, survey=survey)) + fpaths.append(findfile('ddp_n8_d0_vmax', dryrun=False, field=field, utier=ii, survey=survey)) + fpaths.append(findfile('ddp_n8_d0_lumfn', dryrun=False, field=field, utier=ii, survey=survey)) + + return fpaths + +def unsupported_files(dryrun=None): + fpaths = supported_files(dryrun=dryrun) + + gold_paths = sorted(glob.glob(os.environ['GOLD_DIR'] + '/*.fits')) + rand_paths = sorted(glob.glob(os.environ['GOLD_DIR'] + '/randoms/*.fits')) + + all_paths = gold_paths + rand_paths + + unsupported = [x for x in all_paths if x not in fpaths] + unsupported = [x for x in unsupported if 'dryrun' not in x] + + return unsupported + +def file_check(dryrun=None): + fpaths = supported_files(dryrun=dryrun) + unsupported = unsupported_files(dryrun=dryrun) + + print('\n\n---- SUPPORTED FPATHS ----\n') + + for fp in fpaths: + if os.path.isfile(fp): + mtime = os.path.getmtime(fp) + mtime = datetime.datetime.utcfromtimestamp(mtime).strftime('%Y-%m-%d %H:%M:%S') + + try: + immutable = fetch_header(fpath=fp, name='IMMUTABLE') + + except: + immutable = 'UNDEFINED' + + else: + mtime = '' + immutable = 'UNDEFINED' + + print('{}\t\t{}\t{}\t{}'.format(fp.ljust(100), os.path.isfile(fp), mtime, immutable)) + + print('\n\n---- UNSUPPORTED FPATHS ----\n') + + for fp in unsupported: + if os.path.isfile(fp): + mtime = os.path.getmtime(fp) + mtime = datetime.datetime.utcfromtimestamp(mtime).strftime('%Y-%m-%d %H:%M:%S') + + try: + immutable =fetch_header(fpath=fp, name='IMMUTABLE') + + except: + immutable = 'UNDEFINED' + + else: + mtime = '' + immutable = 'UNDEFINED' + + print('{}\t\t{}\t{}\t{}'.format(fp.ljust(100), os.path.isfile(fp), mtime, immutable)) + + return ~np.all([os.path.isfile(fp) for fp in fpaths]) + +if __name__ == '__main__': + # failure = file_check() + + # print('\n\nSuccess: {}\n\n'.format(~failure)) + + # safe_reset(printonly=True) + + # fetch_header('/cosma5/data/durham/dc-wils7/GAMA4/randoms/randoms_R1_0.fits', name='IMMUTABLE') + + fields = fetch_fields('desi') + + print(fields) diff --git a/src/lumfn/fit_schechter.py b/src/lumfn/fit_schechter.py new file mode 100644 index 00000000..d468fdf9 --- /dev/null +++ b/src/lumfn/fit_schechter.py @@ -0,0 +1,69 @@ +import os +import argparse +import numpy as np +import getdist.plots as gdplt + +from schechter import schechter +from astropy.table import Table +from cobaya.run import run +from scipy import stats +from getdist.mcsamples import MCSamplesFromCobaya + +# Run me on interactive: +# desienv master +# srun -N 1 -n 1 python3 fit_schechter.py + +parser = argparse.ArgumentParser(description='MCMC fitting of measured Schechter function.') +parser.add_argument('--known', action='store_true', help='Run for toy luminosity function.') + +args = parser.parse_args() +known = args.known + +root = os.environ['GOLD_DIR'] +fpath = root + '/gama_gold_lumfn.fits' +lumfn = Table.read(fpath) + +if known: + lumfn['PHI_N'] = schechter(lumfn['MEDIAN_M'], -2.01, -20.89, -1.25) + lumfn['PHI_N_ERROR'] = 1.e-2 * lumfn['PHI_N'] + +else: + # Bins with no objects currently results in Nans. + lumfn = lumfn[lumfn['PHI_N'] > 0.] + + +lumfn = lumfn[lumfn['PHI_N'] > 0.] + +lumfn.pprint() + +def chi2(log10phistar, Mstar, alpha): + phistar = 10.**log10phistar + + res = (lumfn['PHI_IVMAX'] - schechter(lumfn['MEDIAN_M'], phistar, Mstar, alpha)) + res /= lumfn['PHI_IVMAX_ERROR'] + res = res * res + + return np.sum(res) + +def lnlike(log10phistar, Mstar, alpha): + return -chi2(log10phistar, Mstar, alpha) / 2. + +x2 = chi2(-2.01, -20.89, -1.25) + +print('Initial Chi sq. evaluation: {:.4f}'.format(x2)) + + +info = {"likelihood": {"schechter": lnlike}} + +# https://cobaya.readthedocs.io/en/latest/params_prior.html +info["params"] = { + "log10phistar": {"prior": {"dist": "norm", "loc": -2.00, "scale": 0.25}, "ref": -2.00, "proposal": 0.01}, # TMR ref. -2.01 + "Mstar": {"prior": {"dist": "norm", "loc": -20.89, "scale": 0.15}, "ref": -20.89, "proposal": 0.01}, # TMR ref. -20.89 + "alpha": {"prior": {"dist": "norm", "loc": -1.25, "scale": 0.05}, "ref": -1.25, "proposal": 0.01}} # TMR ref. -1.25 + +# https://cobaya.readthedocs.io/en/latest/sampler_mcmc.html +info["sampler"] = {"mcmc": {"Rminus1_stop": 0.001, "max_tries": 5000}} + +updated_info, sampler = run(info, output='{}/cobaya/schechter_chain'.format(root)) + +print('Written to {}/cobaya/schechter_chain*'.format(root)) diff --git a/src/lumfn/gama_gold.py b/src/lumfn/gama_gold.py new file mode 100644 index 00000000..a3dceaea --- /dev/null +++ b/src/lumfn/gama_gold.py @@ -0,0 +1,194 @@ +import os +import sys +import argparse +import runtime +import numpy as np +import astropy.io.fits as fits + +from config import Configuration +from findfile import findfile, overwrite_check, write_desitable +from astropy.table import Table +from cosmo import cosmo, distmod +from gama_limits import gama_field +from cartesian import cartesian, rotate +from bitmask import BitMask, lumfn_mask +from config import Configuration +from ddp_zlimits import ddp_zlimits + + +def gama_gold(argset): + if argset.log: + logfile = findfile(ftype='gold', dryrun=False, survey='gama', log=True) + + print(f'Logging to {logfile}') + + sys.stdout = open(logfile, 'w') + + root = os.environ['TILING_CATDIR'] + fpath = root + '/TilingCatv46.fits' + + opath = findfile(ftype='gold', dryrun=False, survey='gama') + + if argset.dryrun: + dpath = findfile(ftype='gold', dryrun=True, survey='gama') + + if os.path.isfile(dpath): + print('Dryrun gama_gold created on full run; Exiting.') + return 0 + + if argset.nooverwrite: + overwrite_check(opath) + + dat = Table.read(fpath) + dat = Table(dat, masked=False) + + keys = list(dat.meta.keys()) + + for x in keys: + if x not in ['VERSION', 'DATE']: + del dat.meta[x] + + dat.meta['AREA'] = 180. + + # print(dat.dtype.names) + dat.rename_column('Z', 'ZGAMA') + + for band in 'UGRIZ': + dat.rename_column('{}_MODEL'.format(band), '{}MAG_DRED_SDSS'.format(band)) + + minimal_cols = ['CATAID', 'OBJID', 'RA', 'DEC', 'R_PETRO', 'ZGAMA', 'NQ', 'SPECID', 'SURVEY_CLASS'] + + for band in ['U', 'G', 'R', 'I', 'Z']: + minimal_cols += ['{}MAG_DRED_SDSS'.format(band)] + + # Minimal catalogue. + dat = dat[minimal_cols] + + # 'SURVEY_CLASS' < 4 for GAMA-II (rpet <= 19.8 by extension. + # r=12 bright cut; + # 1 cat. per field (G9, 12, 15). + + zlow = ddp_zlimits['DDP1'][0] + zhigh = ddp_zlimits['DDP1'][1] + + sclass_cut = (dat['SURVEY_CLASS'] >= 4) + z_cut = (dat['ZGAMA'] > zlow) & (dat['ZGAMA'] < zhigh) + r_cut = (dat['R_PETRO'] > 12) + nq_cut = (dat['NQ'] >= 3) + + print(np.mean(sclass_cut)) + print(np.mean(z_cut)) + print(np.mean(r_cut)) + print(np.mean(nq_cut)) + + dat = dat[sclass_cut & z_cut & r_cut & nq_cut] + + dat['ZSURV'] = dat['ZGAMA'] + dat['LUMDIST'] = cosmo.luminosity_distance(dat['ZGAMA'].data) + dat['DISTMOD'] = distmod(dat['ZGAMA'].data) + dat['FIELD'] = gama_field(dat['RA'], dat['DEC']) + dat['IN_D8LUMFN'] = np.zeros_like(dat['FIELD'], dtype=int) + dat['CONSERVATIVE'] = np.zeros_like(dat['FIELD'], dtype=int) + + xyz = cartesian(dat['RA'], dat['DEC'], dat['ZGAMA']) + + dat['CARTESIAN_X'] = xyz[:,0] + dat['CARTESIAN_Y'] = xyz[:,1] + dat['CARTESIAN_Z'] = xyz[:,2] + + xyz = rotate(dat['RA'], dat['DEC'], xyz) + + dat['ROTCARTESIAN_X'] = xyz[:,0] + dat['ROTCARTESIAN_Y'] = xyz[:,1] + dat['ROTCARTESIAN_Z'] = xyz[:,2] + + dat['GMR'] = dat['GMAG_DRED_SDSS'] - dat['RMAG_DRED_SDSS'] + dat['DETMAG'] = dat['R_PETRO'] + + ''' + Note: survey_specifics is deprecated + + if argset.in_bgsbright: + offset = survey_specifics('desi')['pet_offset'] + + update_bit(dat['IN_D8LUMFN'], lumfn_mask, 'INBGSBRIGHT', dat['DETMAG'].data + offset < 19.5) + ''' + + # Randomise rows. + idx = np.arange(len(dat)) + idx = np.random.choice(idx, size=len(idx), replace=False) + + dat = dat[idx] + + print('Solved for GAMA gold') + + if not os.path.isdir(os.environ['GOLD_DIR']): + print('Creating {}'.format(os.environ['GOLD_DIR'])) + + os.makedirs(os.environ['GOLD_DIR']) + + # 113687 vs TMR 80922. + dat.meta['GOLD_NGAL'] = len(dat) + dat.pprint() + + dat.meta = {'AREA': dat.meta['AREA'],\ + 'GOLD_NGAL': dat.meta['GOLD_NGAL'],\ + 'IMMUTABLE': 'FALSE',\ + 'RLIM': 19.8,\ + 'RMAX': 12.0,\ + 'MAX_SEP': 70.0} + + print('Writing {}.'.format(opath)) + + write_desitable(opath, dat) + + # Dryrun: 2x2 sq. patch of sky. + # G12 + delta_deg = 0.5 + + isin = (dat['RA'] > 180. - delta_deg) & (dat['RA'] < 180. + delta_deg) + isin &= (dat['DEC'] > 0.0 - delta_deg) & (dat['DEC'] < 0.0 + delta_deg) + + allin = isin + + # G9 + isin = (dat['RA'] > 135. - delta_deg) & (dat['RA'] < 135. + delta_deg) + isin &= (dat['DEC'] > 0.0 - delta_deg) & (dat['DEC'] < 0.0 + delta_deg) + + allin |= isin + + # G15 + isin = (dat['RA'] > 217. - delta_deg) & (dat['RA'] < 217. + delta_deg) + isin &= (dat['DEC'] > 0.0 - delta_deg) & (dat['DEC'] < 0.0 + delta_deg) + + allin |= isin + + dat = dat[allin] + + opath = findfile(ftype='gold', dryrun=True, survey='gama') + + write_desitable(opath, dat) + + print('Writing {}.'.format(opath)) + + if argset.log: + sys.stdout.close() + + return 0 + + +if __name__ == '__main__': + parser = argparse.ArgumentParser(description='Gen GAMA gold cat.') + parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') + parser.add_argument('--config', help='Path to configuration file', type=str, default=findfile('config')) + parser.add_argument('--dryrun', help='Dryrun of 5k galaxies', action='store_true') + parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') + parser.add_argument('--in_bgsbright', help='Add flag for IN_BGSBRIGHT', action='store_true') + + args = parser.parse_args() + + config = Configuration(args.config) + config.update_attributes('gold', args) + config.write() + + gama_gold(args) diff --git a/src/lumfn/gama_limits.py b/src/lumfn/gama_limits.py new file mode 100644 index 00000000..1afad91c --- /dev/null +++ b/src/lumfn/gama_limits.py @@ -0,0 +1,30 @@ +import numpy as np + +from findfile import fetch_fields + +gama_fields = fetch_fields('gama') + +# from https://github.com/michaelJwilson/lumfn/blob/master/py/lumfn/GAMA4/in_gama.py +gama_limits = {gama_fields[0]: {'ra_min': 129., 'ra_max': 141., 'dec_min': -2., 'dec_max': 3.}, + gama_fields[1]: {'ra_min': 174., 'ra_max': 186., 'dec_min': -3., 'dec_max': 2.}, + gama_fields[2]: {'ra_min': 211.5, 'ra_max': 223.5, 'dec_min': -2., 'dec_max': 3.}} + +def gama_field(ras, decs): + result = np.array(['NAN'] * len(ras), dtype=np.str) + + for field in gama_fields: + ra_min = gama_limits[field]['ra_min'] + ra_max = gama_limits[field]['ra_max'] + + dec_min = gama_limits[field]['dec_min'] + dec_max = gama_limits[field]['dec_max'] + + in_field = (ras >= ra_min) & (ras <= ra_max) & (decs >= dec_min) & (decs <= dec_max) + + result[in_field] = field + + return result + + +if __name__ == '__main__': + print(gama_fields) diff --git a/src/lumfn/gen_ddp_cat.py b/src/lumfn/gen_ddp_cat.py new file mode 100644 index 00000000..42429b9e --- /dev/null +++ b/src/lumfn/gen_ddp_cat.py @@ -0,0 +1,84 @@ +import os +import sys +import argparse +import runtime +import fitsio +import numpy as np + +from astropy.table import Table +from ddp import get_ddps, tmr_DDP1, tmr_DDP2, tmr_DDP3, _initialise_ddplimits +from ddp_limits import limiting_curve_path +from findfile import findfile, overwrite_check, write_desitable +from bitmask import lumfn_mask, consv_mask, update_bit +from config import Configuration + + +parser = argparse.ArgumentParser(description='Gen ddp cat.') +parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') +parser.add_argument('-d', '--dryrun', help='Dryrun.', action='store_true') +parser.add_argument('-s', '--survey', help='Select survey', default='gama') +parser.add_argument('--config', help='Path to configuration file', type=str, default=findfile('config')) +parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') + +args = parser.parse_args() +log = args.log +dryrun = args.dryrun +survey = args.survey + +config = Configuration(args.config) +config.update_attributes('ddp', args) +config.write() + +fpath = findfile(ftype='zmax', dryrun=dryrun, survey=survey) +opath = findfile(ftype='ddp', dryrun=dryrun, survey=survey) + +if log: + logfile = findfile(ftype='ddp', dryrun=False, survey=survey, log=True) + + print(f'Logging to {logfile}') + + sys.stdout = open(logfile, 'w') + +if args.nooverwrite: + overwrite_check(opath) + +print('Reading: {}'.format(fpath)) + +dat = Table.read(fpath) +Area = dat.meta['AREA'] + +print('Retrieved Area: {}'.format(Area)) +print('Judging DDP.') + +dat['DDP'], dat['DDPZLIMS'], zlims = get_ddps(Area, dat['DDPMALL_0P0'], dat['ZSURV'], survey) + +dat['STEPWISE_FAINTLIM_0P0'] = -99. +dat['STEPWISE_BRIGHTLIM_0P0'] = -99. + +for color_idx in np.unique(dat['REST_GMR_0P1_INDEX']): + isin = (dat['REST_GMR_0P1_INDEX'] == color_idx) + + # Stepwise limiting magnitudes for a given zref=0.1 color and redshift. + fidx, faint_limit_path = limiting_curve_path(survey, dat.meta['RLIM'], 'QCOLOR', gmr_0P1_idx=color_idx, gmr_0P1=None, gmr_0P0=None, debug=False) + bidx, bright_limit_path = limiting_curve_path(survey, dat.meta['RMAX'], 'QCOLOR', gmr_0P1_idx=color_idx, gmr_0P1=None, gmr_0P0=None, debug=False) + + _, bright_curve_r, _, faint_curve_r = _initialise_ddplimits(bidx, fidx, survey=survey, Mcol='M0P0_QCOLOR') + + dat['STEPWISE_FAINTLIM_0P0'][isin] = faint_curve_r(dat['ZSURV'][isin]) + dat['STEPWISE_BRIGHTLIM_0P0'][isin] = bright_curve_r(dat['ZSURV'][isin]) + +update_bit(dat['IN_D8LUMFN'], lumfn_mask, 'DDP1ZLIM', dat['DDPZLIMS'][:,0] == 0) + +dat.meta.update(zlims) +dat.meta.update({'TMR_DDP1': str(tmr_DDP1),\ + 'TMR_DDP2': str(tmr_DDP2),\ + 'TMR_DDP3': str(tmr_DDP3)}) + +print(zlims) + +print('Writing: {}'.format(opath)) + +write_desitable(opath, dat) + +if log: + sys.stdout.close() diff --git a/src/lumfn/gen_ddp_n8.py b/src/lumfn/gen_ddp_n8.py new file mode 100644 index 00000000..ed1108a2 --- /dev/null +++ b/src/lumfn/gen_ddp_n8.py @@ -0,0 +1,284 @@ +import os +import sys +import fitsio +import argparse +import runtime +import numpy as np +import matplotlib.pyplot as plt + +from astropy.table import Table, vstack +from scipy.spatial import KDTree +from delta8_limits import delta8_tier, d8_limits +from findfile import findfile, fetch_fields, overwrite_check, gather_cat, write_desitable, fetch_header +from config import Configuration +from bitmask import lumfn_mask, consv_mask, update_bit +from delta8_limits import d8_limits +from runtime import calc_runtime +from params import fillfactor_threshold, oversample_nrealisations, sphere_radius + +parser = argparse.ArgumentParser(description='Generate DDP1 N8 for all gold galaxies.') +parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') +parser.add_argument('-d', '--dryrun', help='Dryrun.', action='store_true') +parser.add_argument('-s', '--survey', help='Select survey', default='gama') +parser.add_argument('--realz', help='Realization', default=0, type=int) +parser.add_argument('--oversample', help='Oversample', default=2, type=int) +parser.add_argument('--oversample_nrealisations', help='Oversample realization number', default=None) +parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') + +args = parser.parse_args() +log = args.log +realz = args.realz +dryrun = args.dryrun +survey = args.survey.lower() +oversample = args.oversample + +if args.oversample_nrealisations != None: + oversample_nrealisations = int(args.oversample_nrealisations) + + print(f'Overriding number of oversampled realizations used with {oversample_nrealisations}') + +fields = fetch_fields(survey) + +fpath = findfile(ftype='ddp', dryrun=dryrun, survey=survey) +opath = findfile(ftype='ddp_n8', dryrun=dryrun, survey=survey) + +if log: + logfile = findfile(ftype='ddp_n8', dryrun=False, survey=survey, log=True) + + print(f'Logging to {logfile}') + + sys.stdout = open(logfile, 'w') + +if args.nooverwrite: + overwrite_check(opath) + +# Read ddp cat. +dat = Table.read(fpath) + +print('Reading: {} with length {}'.format(fpath, len(dat))) + +assert 'DDP1_DENS' in dat.meta + +points = np.c_[dat['CARTESIAN_X'], dat['CARTESIAN_Y'], dat['CARTESIAN_Z']] +points = np.array(points, copy=True) + +kd_tree_all = KDTree(points) + +# Oversampled randoms +prefix = 'randoms_ddp1' +dat['RAND_N8'] = 0. + +for realz in np.arange(oversample_nrealisations): + print(f'\n\nSolving for galaxy fillfactors with oversampled realization {realz}.') + + rpaths = [findfile(ftype='randoms', dryrun=dryrun, field=ff, survey=survey, prefix=prefix, oversample=oversample, realz=realz) for ff in fields] + + for rpath in rpaths: + print('Fetching: {}'.format(rpath)) + + orand = gather_cat(rpaths) + + orpoints = np.c_[orand['CARTESIAN_X'], orand['CARTESIAN_Y'], orand['CARTESIAN_Z']] + + print('Creating oversample rand. tree.') + + obig_tree = KDTree(orpoints) + + indexes_dat = kd_tree_all.query_ball_tree(obig_tree, r=8.) + dat['RAND_N8'] += np.array([len(idx) for idx in indexes_dat]) + + print('After solving for realization {}, median number of randoms per 8-sphere is {}'.format(realz, np.median(dat['RAND_N8']))) + +del orand +del orpoints +del obig_tree + +hpath = findfile(ftype='randoms_n8', dryrun=dryrun, field=fields[0], survey=survey, prefix=prefix, oversample=1, realz=0) + +print(f'Fetching header information from {hpath}') + +onrand8 = oversample_nrealisations * oversample * fetch_header(fpath=hpath, name='NRAND8') +ordens = oversample_nrealisations * oversample * fetch_header(fpath=hpath, name='RAND_DENS') + +dat['FILLFACTOR'] = dat['RAND_N8'] / onrand8 + +print('Normalised galaxy fill factors with {:.2f} expected randoms per 8-sphere (density: {:.6e}).'.format(onrand8, ordens)) + + +# ---- Find closest matching oversampled random to inherit bounddist ---- +print('Finding bound dist measure.') + +bpaths = [findfile(ftype='randoms_n8', dryrun=dryrun, field=ff, survey=survey, prefix=prefix) for ff in fields] +boundary = [Table.read(bpath, 'BOUNDARY') for bpath in bpaths] + +# TODO Note: BOUNDID will not be unique. +boundary = vstack(boundary) +boundary = np.c_[boundary['CARTESIAN_X'], boundary['CARTESIAN_Y'], boundary['CARTESIAN_Z']] +boundary_tree = KDTree(boundary) + +body = np.c_[dat['CARTESIAN_X'], dat['CARTESIAN_Y'], dat['CARTESIAN_Z']] +split = [x for x in body] + +dd, ii = boundary_tree.query(split, k=1) +dat['BOUND_DIST'] = dd + +dat['FILLFACTOR'][dat['BOUND_DIST'] > sphere_radius] = 1. + + +# ---- Find closest matching random to inherit fill factor ---- +# Read randoms bound_dist. +rpaths = [findfile(ftype='randoms_bd', dryrun=dryrun, field=ff, survey=survey, prefix=prefix, oversample=1, realz=0) for ff in fields] + +for rpath in rpaths: + print('Reading: {}'.format(rpath)) + +rand = gather_cat(rpaths) + +print('Retrieved galaxies for {}'.format(np.unique(dat['FIELD'].data))) +print('Retrieved randoms for {}'.format(np.unique(rand['FIELD'].data))) + +for i, rpath in enumerate(rpaths): + dat.meta['RPATH_{}'.format(i)] = rpath + +rpoints = np.c_[rand['CARTESIAN_X'], rand['CARTESIAN_Y'], rand['CARTESIAN_Z']] + +print('Creating big rand. tree.') + +big_tree = KDTree(rpoints) + +print('Querying tree for closest rand.') + +dd, ii = big_tree.query([x for x in points], k=1) + +# Find closest random for bound_dist and fill factor. +# These randoms are split by field. +dat['rRANDSEP'] = dd +dat['rRANDMATCH'] = rand['RANDID'][ii] +dat['rBOUND_DIST'] = rand['BOUND_DIST'][ii] +dat['rFILLFACTOR'] = rand['FILLFACTOR'][ii] + +update_bit(dat['IN_D8LUMFN'], lumfn_mask, 'FILLFACTOR', dat['FILLFACTOR'].data < fillfactor_threshold) + +if not dryrun: + match_sep = 6.5 + + # Typically, bounded by 1.6 + # assert np.all(dat['rRANDSEP'].data < match_sep), 'Failed to find matching random with < 5 Mpc/h separation.' + + if not np.all(dat['rRANDSEP'].data < match_sep): + # Note: DESI randoms are less dense, larger expected separation. + print('WARNING: poor random match, with maximum comoving random separation >3Mpc/h.') + + poor_match = dat['rRANDSEP'].data > match_sep + + print(dat[poor_match]) + +# ---- Calculate DDPX_N8 for each gama gold galaxy. ---- +for idx in range(3): + # Calculate DDP1/2/3 N8 for all gold galaxies. + ddp_idx = idx + 1 + + dat['DDP{:d}_N8'.format(ddp_idx)] = -99 + + for field in fields: + print('Building tree for DDP {} and field {}'.format(ddp_idx, field)) + + in_field = dat['FIELD'] == field + dat_field = dat[in_field] + + ddp = dat_field[dat_field['DDP'][:,idx] == 1] + points_ddp = np.c_[ddp['CARTESIAN_X'], ddp['CARTESIAN_Y'], ddp['CARTESIAN_Z']] + points_ddp = np.array(points_ddp, copy=True) + + kd_tree_ddp = KDTree(points_ddp) + + print('Querying tree for DDP {}'.format(ddp_idx)) + + indexes_ddp = kd_tree_all.query_ball_tree(kd_tree_ddp, r=8.) + + counts = np.array([len(idx) for idx in indexes_ddp]) + + dat['DDP{:d}_N8'.format(ddp_idx)][in_field] = counts[in_field] + +## Derived. +dat.meta['VOL8'] = (4./3.)*np.pi*(8.**3.) + +dat['DDP1_DELTA8'] = ((dat['DDP1_N8'] / (dat.meta['VOL8'] * dat.meta['DDP1_DENS']) / dat['FILLFACTOR'])) - 1. + +## +outwith = (dat['ZSURV'] > dat.meta['DDP1_ZMIN']) & (dat['ZSURV'] < dat.meta['DDP1_ZMAX']) +outwith = ~outwith + +if not dryrun: + # Insufficient randoms in a dryrun. + outwith = outwith | (dat['FILLFACTOR'] < fillfactor_threshold) + +dat['DDP1_DELTA8'][outwith] = -99. +dat['DDP1_DELTA8_TIER'] = delta8_tier(dat['DDP1_DELTA8']) + +dat.pprint() + +# TODO: Check +if 'ddp1' not in prefix: + dat['DDP2_DELTA8'] = ((dat['DDP2_N8'] / (dat.meta['VOL8'] * dat.meta['DDP2_DENS']) / dat['FILLFACTOR'])) - 1. + dat['DDP3_DELTA8'] = ((dat['DDP3_N8'] / (dat.meta['VOL8'] * dat.meta['DDP3_DENS']) / dat['FILLFACTOR'])) - 1. + +for x in dat.meta.keys(): + print('{}\t\t{}'.format(x.ljust(20), dat.meta[x])) + +print('Writing {}'.format(opath)) + +write_desitable(opath, dat) + +# ---- Generate ddp_n8_d0 files for LF(d8) files, limited to DDP1 (and redshift range) ---- +dat = dat[(dat['ZSURV'] > dat.meta['DDP1_ZMIN']) & (dat['ZSURV'] < dat.meta['DDP1_ZMAX'])] +dat['DDP1_DELTA8_TIER'] = delta8_tier(dat['DDP1_DELTA8']) + +utiers = np.unique(dat['DDP1_DELTA8_TIER'].data) + +if -99 in utiers: + utiers = utiers.tolist() + utiers.remove(-99) + utiers = np.array(utiers) + +for ii, xx in enumerate(d8_limits): + dat.meta['D8{}LIMS'.format(ii)] = str(xx) + +if not np.all(np.isin(np.arange(9), utiers)): + print('WARNING: MISSING d8 TIERS ({})'.format(utiers)) + +else: + print(utiers) + +print('Delta8 spans {:.4f} to {:.4f} over {} tiers.'.format(dat['DDP1_DELTA8'].min(), dat['DDP1_DELTA8'].max(), utiers)) + +for tier in np.arange(len(d8_limits)): + print() + print('---- d{} ----'.format(tier)) + + isin = (dat['DDP1_DELTA8_TIER'].data == tier) + to_write = dat[isin] + + dat.meta['DDP1_D{}_NGAL'.format(tier)] = len(to_write) + + assert 'AREA' in dat.meta.keys() + assert 'AREA' in to_write.meta.keys() + + print('Available fields in tier: {}'.format(np.unique(dat['FIELD'].data))) + + for field in fields: + isin = to_write['FIELD'] == field + to_write_field = to_write[isin] + + opath_field = findfile('ddp_n8_d0', dryrun=dryrun, field=field, utier=tier, survey=survey, realz=realz) + + print('Writing {} galaxies from field {} to {}.'.format(len(to_write_field), np.unique(to_write_field['FIELD'].data), opath_field)) + + to_write_field.meta['AREA'] = to_write.meta['AREA'] / len(fields) + + write_desitable(opath_field, to_write_field) + +print('\n\nDone.\n\n') + +if log: + sys.stdout.close() diff --git a/src/lumfn/gen_gold.py b/src/lumfn/gen_gold.py new file mode 100644 index 00000000..8ac9fac3 --- /dev/null +++ b/src/lumfn/gen_gold.py @@ -0,0 +1,38 @@ +import os +import argparse +import numpy as np + +from gama_gold import gama_gold +from desi_gold import desi_gold +from findfile import findfile +from astropy.table import Table + + +parser = argparse.ArgumentParser(description='Gen kE cat.') +parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') +parser.add_argument('--survey', help='Survey', default='gama') +parser.add_argument('--dryrun', help='Dryrun', action='store_true') +parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') +parser.add_argument('--in_bgsbright', help='Add flag for IN_BGSBRIGHT', action='store_true') + +args = parser.parse_args() +log = args.log +survey = args.survey +dryrun = args.dryrun +nooverwrite = args.nooverwrite + +if survey == 'gama': + gama_gold(args) + +elif survey == 'desi': + if 'NERSC_HOST' in os.environ.keys(): + # Support to run on nersc only. + desi_gold(args) + + else: + opath = findfile(ftype='gold', dryrun=False, survey='desi') + + print(f'As you are not running at nersc, the output of this script is assumed to be present at {opath}.') + +else: + raise ValueError(f'Survey: {survey} is not supported.') diff --git a/src/lumfn/gen_gold_lf.py b/src/lumfn/gen_gold_lf.py new file mode 100644 index 00000000..62902139 --- /dev/null +++ b/src/lumfn/gen_gold_lf.py @@ -0,0 +1,303 @@ +import os +import sys +import yaml +import runtime +import argparse +import pylab as pl +import numpy as np +import astropy.io.fits as fits + +from astropy.table import Table, vstack +from vmaxer import vmaxer, vmaxer_rand +from lumfn import lumfn +from lumfn_stepwise import lumfn_stepwise +from schechter import schechter, named_schechter, ref_schechter +from renormalise_d8LF import renormalise_d8LF +from delta8_limits import d8_limits +from config import Configuration +from findfile import findfile, fetch_fields, overwrite_check, gather_cat, call_signature, write_desitable, fetch_header +from jackknife_limits import solve_jackknife, set_jackknife, jackknife_mean +from bitmask import update_bit, lumfn_mask +from params import fillfactor_threshold +from runtime import calc_runtime + + +def process_cat(fpath, vmax_opath, survey='gama', extra_cols=[], bitmasks=['IN_D8LUMFN'], fillfactor=False, conservative=False, tier=None, d8=None, fdelta=None, fdelta_zp=None): + opath = vmax_opath + + if not os.path.isfile(fpath): + # Do not crash and burn, but proceed on gracefully. + print('WARNING: Failed to find {}'.format(fpath)) + return 1 + + zmax = Table.read(fpath) + + if len(zmax) == 0: + print('Zero length catalogue, nothing to be done.') + return -99 + + minz = zmax['ZSURV'].min() + maxz = zmax['ZSURV'].max() + + print('Found redshift limits: {:.3f} < z < {:.3f}'.format(minz, maxz)) + + update_bit(zmax['IN_D8LUMFN'], lumfn_mask, 'FILLFACTOR', zmax['FILLFACTOR'].data < fillfactor_threshold) + + vmax = vmaxer(zmax, minz, maxz, fillfactor=fillfactor, bitmasks=bitmasks, extra_cols=extra_cols, tier=tier) + vmax.meta['EXTNAME'] = 'VMAX' + + print('Writing {}.'.format(opath)) + + write_desitable(opath, vmax) + + ## Luminosity function estimate + result = lumfn(vmax, d8=d8) + + ## Stepwise luminosity function estimate + result_stepwise = lumfn_stepwise(vmax, d8=d8) + ''' + if fdelta != None: + result_stepwise = renormalise_d8LF(tier, result_stepwise, fdelta, fdelta_zp, self_count=True) + ''' + ## Reference Schechter - finer binning + ref_result = ref_schechter(d8=d8) + + ## Write. + opath = opath.replace('vmax', 'lumfn') + + print(f'Writing {opath}') + + header = fits.Header() + + hx = fits.HDUList() + hx.append(fits.PrimaryHDU(header=header)) + hx.append(fits.convenience.table_to_hdu(result)) + hx.append(fits.convenience.table_to_hdu(result_stepwise)) + hx.append(fits.convenience.table_to_hdu(ref_result)) + + hx.writeto(opath, overwrite=True) + + return 0 + + +if __name__ == '__main__': + parser = argparse.ArgumentParser(description='Generate Gold luminosity function.') + parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') + parser.add_argument('--field', type=str, help='Select equatorial GAMA field: G9, G12, G15', default='G9') + parser.add_argument('--survey', help='Select survey', default='gama') + parser.add_argument('--density_split', help='Trigger density split luminosity function.', action='store_true') + parser.add_argument('--dryrun', action='store_true', help='dryrun.') + parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') + parser.add_argument('--jackknife', help='Apply jack knife.', action='store_true') + parser.add_argument('--conservative', help='Conservative analysis choices', action='store_true') + + args = parser.parse_args() + + log = args.log + field = args.field.upper() + dryrun = args.dryrun + survey = args.survey + density_split = args.density_split + jackknife = args.jackknife + conservative = args.conservative + + if not density_split: + if log: + logfile = findfile(ftype='lumfn', dryrun=False, survey=survey, log=True) + + print(f'Logging to {logfile}') + + sys.stdout = open(logfile, 'w') + + print('Generating Gold reference LF.') + + call_signature(dryrun, sys.argv) + + # Bounded by gama gold, reference schechter limits: + # 0.039 < z < 0.263. + # Note: not split by field. + + fpath = findfile(ftype='ddp_n8', dryrun=dryrun, survey=survey) + opath = findfile(ftype='vmax', dryrun=dryrun, survey=survey) + + if args.nooverwrite: + overwrite_check(opath) + + print(f'Reading: {fpath}') + print(f'Writing: {opath}') + + process_cat(fpath, opath, survey=survey, fillfactor=True) + + if jackknife: + vmax = Table.read(opath) + rand_vmax = vmaxer_rand(survey=survey, ftype='randoms_bd_ddp_n8', dryrun=dryrun, prefix=prefix, conservative=conservative, write=False) + + # Solve for jack knife limits. + njack, jk_volfrac, limits, jks = solve_jackknife(rand_vmax) + + rand_vmax['JK'] = jks + rand_vmax.meta['NJACK'] = njack + rand_vmax.meta['JK_VOLFRAC'] = jk_volfrac + + # Set jack knife limits to data. + vmax['JK'] = set_jackknife(vmax['RA'], vmax['DEC'], limits=limits, debug=False) + vmax.meta['NJACK'] = njack + vmax.meta['JK_VOLFRAC'] = jk_volfrac + + # Save jack knife limits. + jpath = findfile(ftype='jackknife', prefix=prefix, dryrun=dryrun) + + with open(jpath, 'w') as ofile: + yaml.dump(dict(limits), ofile, default_flow_style=False) + + print(f'Writing: {jpath}') + + lpath = findfile(ftype='lumfn', dryrun=dryrun, survey=survey, prefix=prefix) + jackknife = np.arange(njack) + + lumfn(vmax, jackknife=jackknife, opath=lpath) + + print(f'Written {lpath}') + + jackknife_mean(lpath) + + print('Done.') + + if log: + sys.stdout.close() + + else: + if log: + # HACK + logfile = findfile(ftype='ddp_n8_d0_vmax', dryrun=False, field=field, survey=survey, log=True).replace('vmax', 'lumfn').replace('_{utier}', '') + + print(f'Logging to {logfile}') + + sys.stdout = open(logfile, 'w') + + print('Generating Gold density-split LF.') + + call_signature(dryrun, sys.argv) + + assert field != None + + if dryrun: + # A few galaxies have a high probability to be in highest density only. + utiers = np.array([8]) + + else: + utiers = np.arange(len(d8_limits)) + + rand_vmax_all = None + + for idx in utiers: + print(f'\n\n\n\n---------------- Solving for density tier {idx} ----------------\n\n') + + # Bounded by DDP1 z limits. + ddp_fpath = findfile(ftype='ddp_n8_d0', dryrun=dryrun, field=field, survey=survey, utier=idx) + ddp_opath = findfile(ftype='ddp_n8_d0_vmax', dryrun=dryrun, field=field, survey=survey, utier=idx) + + print() + print('Reading: {}'.format(ddp_fpath)) + + prefix = 'randoms_ddp1' + rpath = findfile(ftype='randoms_bd_ddp_n8', dryrun=dryrun, field=field, survey=survey, prefix=prefix) + + ## Used for multi-field avg. of d8 lfs. + fdelta_field = fetch_header(fpath=rpath, name='DDP1_d{}_VOLFRAC'.format(idx)) + + if rand_vmax_all == None: + print('Calculating multi-field volume fractions.') + + rand_vmax_all = vmaxer_rand(survey=survey, ftype='randoms_bd_ddp_n8', dryrun=dryrun, prefix=prefix, conservative=conservative, write=False) + + fdelta = float(rand_vmax_all.meta['DDP1_d{}_VOLFRAC'.format(idx)]) + fdelta_zp = float(rand_vmax_all.meta['DDP1_d{}_ZEROPOINT_VOLFRAC'.format(idx)]) + + d8 = float(rand_vmax_all.meta['DDP1_d{}_TIERMEDd8'.format(idx)]) + d8_zp = float(rand_vmax_all.meta['DDP1_d{}_ZEROPOINT_TIERMEDd8'.format(idx)]) + + rand_vmax = rand_vmax_all[rand_vmax_all['DDP1_DELTA8_TIER'] == idx] + + failure = process_cat(ddp_fpath, ddp_opath, fillfactor=True, tier=idx, d8=d8, fdelta=fdelta, fdelta_zp=fdelta_zp) + + print('LF process cat. complete.') + + if failure == -99: + # Zero length (dryrun) catalog, nothing to be done. + continue + + if jackknife: + print('Solving for jack knife limits.') + + njack, jk_volfrac, limits, jks = solve_jackknife(rand_vmax) + + rand_vmax['JK'] = jks + rand_vmax.meta['NJACK'] = njack + rand_vmax.meta['JK_VOLFRAC'] = jk_volfrac + + print('Setting data jack knife limits.') + + vmax_path = findfile(ftype='ddp_n8_d0_vmax', dryrun=dryrun, field=field, utier=idx, survey=survey) + vmax = Table.read(vmax_path, format='fits') + + vmax['JK'] = set_jackknife(vmax['RA'], vmax['DEC'], limits=limits, debug=False) + vmax.meta['NJACK'] = njack + vmax.meta['JK_VOLFRAC'] = jk_volfrac + + for ii in np.arange(1,2,1): + # Fraction of DDP1 volume meeting completeness cut. + vmax.meta['DDP1_FULL8FRAC'] = rand_vmax_all.meta['DDP1_FULL8FRAC'] + + print('Writing jack knife limits yaml') + + jpath = findfile(ftype='jackknife', prefix=prefix, dryrun=dryrun) + + with open(jpath, 'w') as jfile: + yaml.dump(dict(limits), jfile, default_flow_style=False) + + jackknife = np.arange(njack) + + print('Solving for jacked up luminosity functions.') + + lumfn(vmax, jackknife=jackknife, opath=lpath) + + print('Solving for jacked up luminosity function mean.') + + jackknife_mean(lpath) + + # Reload result with JK columns. + result = Table.read(lpath) + + with fits.open(lpath, mode='update') as hdulist: + assert hdulist[1].header['EXTNAME'] == 'LUMFN' + + hdulist[1] = result_hdu + + for i, hdu in enumerate(hdulist): + hdr = hdu.header + + if 'EXTNAME' not in hdu.header: + continue + + if 'JK' in hdu.header['EXTNAME']: + extname = hdu.header['EXTNAME'] + + print(f'Updating {extname}') + + result_jk = Table(hdu.data, names=hdu.data.names) + result_jk = renormalise_d8LF(idx, result_jk, fdelta, fdelta_zp, self_count) + result_jk = fits.BinTableHDU(result_jk, name=extname, header=hdr) + + hdulist[i] = result_jk + + hdulist.append(ref_result_hdu) + + hdulist.flush() + hdulist.close() + + print('Done.') + + if log: + sys.stdout.close() + diff --git a/src/lumfn/gen_kEcat.py b/src/lumfn/gen_kEcat.py new file mode 100644 index 00000000..78b24a55 --- /dev/null +++ b/src/lumfn/gen_kEcat.py @@ -0,0 +1,144 @@ +import os +import sys +import argparse +import runtime +import numpy as np +import multiprocessing + +from astropy.table import Table, vstack +from smith_kcorr import GAMA_KCorrection +from rest_gmr import smith_rest_gmr +from tmr_ecorr import tmr_ecorr, tmr_q +from abs_mag import abs_mag +from findfile import findfile, fetch_fields, overwrite_check, write_desitable +from multiprocessing import Pool +from functools import partial +from config import Configuration + +np.random.seed(314) + +def sub_kE(dat, kcorr_r, kcorr_g): + rest_gmr_0p1, rest_gmr_0p1_warn = smith_rest_gmr(dat['ZSURV'], dat['GMR']) + + dat['REST_GMR_0P1'] = rest_gmr_0p1 + dat['REST_GMR_0P1_WARN'] = rest_gmr_0p1_warn.astype(np.int32) + + dat['REST_GMR_0P1_INDEX'] = kcorr_r.rest_gmr_index(dat['REST_GMR_0P1'].data, kcoeff=False) + + dat['KCORR_R0P1'] = kcorr_r.k(dat['ZSURV'], dat['REST_GMR_0P1']) + dat['KCORR_G0P1'] = kcorr_g.k(dat['ZSURV'], dat['REST_GMR_0P1']) + + dat['KCORR_R0P0'] = kcorr_r.k_nonnative_zref(0.0, dat['ZSURV'], dat['REST_GMR_0P1']) + dat['KCORR_G0P0'] = kcorr_g.k_nonnative_zref(0.0, dat['ZSURV'], dat['REST_GMR_0P1']) + + dat['REST_GMR_0P0'] = dat['GMR'] - (dat['KCORR_G0P0'] - dat['KCORR_R0P0']) + + dat['Q_COLOR_0P0'] = tmr_q(dat['REST_GMR_0P0'], aall=False) + + dat['EQ_ALL_0P0'] = tmr_ecorr(dat['ZSURV'], dat['REST_GMR_0P0'], aall=True) + dat['EQ_COLOR_0P0'] = tmr_ecorr(dat['ZSURV'], dat['REST_GMR_0P0'], aall=False) + + dat['MALL_0P0'] = abs_mag(dat['DETMAG'], dat['DISTMOD'], dat['KCORR_R0P0'], dat['EQ_ALL_0P0']) + dat['MCOLOR_0P0'] = abs_mag(dat['DETMAG'], dat['DISTMOD'], dat['KCORR_R0P0'], dat['EQ_COLOR_0P0']) + dat['MQZERO_0P0'] = abs_mag(dat['DETMAG'], dat['DISTMOD'], dat['KCORR_R0P0'], np.zeros_like(dat['EQ_ALL_0P0'])) + + dat['Z_THETA_QALL'] = dat['DISTMOD'] + dat['KCORR_R0P0'] + dat['EQ_ALL_0P0'] + dat['Z_THETA_QZERO'] = dat['DISTMOD'] + dat['KCORR_R0P0'] + np.zeros_like(dat['EQ_ALL_0P0']) + dat['Z_THETA_QCOLOR'] = dat['DISTMOD'] + dat['KCORR_R0P0'] + dat['EQ_COLOR_0P0'] + + ## ---- DDP ---- + ## Note: assumes median rest-frame colour and QALL. + dat['DDPKCORR_R0P1'] = kcorr_r.k(dat['ZSURV'], dat['REST_GMR_0P1'], median=True) + dat['DDPKCORR_G0P1'] = kcorr_g.k(dat['ZSURV'], dat['REST_GMR_0P1'], median=True) + + dat['DDPKCORR_R0P0'] = kcorr_r.k_nonnative_zref(0.0, dat['ZSURV'], dat['REST_GMR_0P1'], median=True) + dat['DDPKCORR_G0P0'] = kcorr_g.k_nonnative_zref(0.0, dat['ZSURV'], dat['REST_GMR_0P1'], median=True) + + dat['DDPMALL_0P0'] = abs_mag(dat['DETMAG'], dat['DISTMOD'], dat['DDPKCORR_R0P0'], dat['EQ_ALL_0P0']) + + return dat + +def gen_kE(log, dryrun, survey, nooverwrite, nproc=12): + root = os.environ['GOLD_DIR'] + + fpath = findfile(ftype='gold', dryrun=dryrun, survey=survey) + opath = findfile(ftype='kE', dryrun=dryrun, survey=survey) + + if log: + logfile = findfile(ftype='kE', dryrun=False, survey=survey, log=True) + + print(f'Logging to {logfile}') + + sys.stdout = open(logfile, 'w') + + if args.nooverwrite: + overwrite_check(opath) + + fields = fetch_fields(survey) + + print(f'Reading {fpath}') + print(f'Writing {opath}') + + dat = Table.read(fpath) + dat.pprint() + + kcorr_r = GAMA_KCorrection(band='R') + kcorr_g = GAMA_KCorrection(band='G') + + split_idx = np.arange(len(dat)) + split_idx = np.array_split(split_idx, 10) + dat = [dat[x] for x in split_idx] + + # -- Serial -- + # dat = [sub_kE(x, kcorr_r, kcorr_g) for x in dat] + # dat = vstack(dat) + + # -- Multi-processing -- + with multiprocessing.get_context('spawn').Pool(nproc) as pool: + dat = vstack(pool.map(partial(sub_kE, kcorr_r=kcorr_r, kcorr_g=kcorr_g), dat)) + + pool.close() + + # https://stackoverflow.com/questions/38271547/when-should-we-call-multiprocessing-pool-join + pool.join() + + nwarn = (dat['REST_GMR_0P1_WARN'].data > 0) + nwarn = np.count_nonzero(nwarn) + + print(f'WARNING: rest gmr warnings triggered on {nwarn} galaxies.') + + towarn = dat[(dat['REST_GMR_0P1_WARN'].data > 0)] + towarn.pprint() + + ## Stack + dat.meta['IMMUTABLE'] = 'False' + + dat.pprint() + + print('Writing {}.'.format(opath)) + + write_desitable(opath, dat) + + if log: + sys.stdout.close() + + +if __name__ == '__main__': + parser = argparse.ArgumentParser(description='Gen kE cat.') + parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') + parser.add_argument('-d', '--dryrun', help='Dryrun.', action='store_true') + parser.add_argument('-s', '--survey', help='Select survey', default='gama') + parser.add_argument('--config', help='Path to configuration file', type=str, default=findfile('config')) + parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') + + args = parser.parse_args() + log = args.log + dryrun = args.dryrun + survey = args.survey.lower() + nooverwrite = args.nooverwrite + + config = Configuration(args.config) + config.update_attributes('kE', args) + config.write() + + gen_kE(log, dryrun, survey, nooverwrite) diff --git a/src/lumfn/gen_rand_ddp_N8.py b/src/lumfn/gen_rand_ddp_N8.py new file mode 100644 index 00000000..5e517afd --- /dev/null +++ b/src/lumfn/gen_rand_ddp_N8.py @@ -0,0 +1,156 @@ +import os +import gc +import sys +import time +import tqdm +import fitsio +import numpy as np +import matplotlib.pyplot as plt +import argparse + +from astropy.table import Table +from scipy.spatial import KDTree +from cartesian import cartesian +from delta8_limits import d8_limits, delta8_tier +from runtime import calc_runtime +from findfile import fetch_fields, findfile, overwrite_check +from config import Configuration +from volfracs import volfracs +from bitmask import lumfn_mask, consv_mask, update_bit +from params import fillfactor_threshold + + +parser = argparse.ArgumentParser(description='Calculate DDP1 N8 for all randoms.') +parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') +parser.add_argument('-f', '--field', type=str, help='Select equatorial GAMA field: G9, G12, G15', required=True) +parser.add_argument('-d', '--dryrun', help='Dryrun.', action='store_true') +parser.add_argument('--prefix', help='filename prefix', default='randoms') +parser.add_argument('--realz', help='randoms realization number', default=0) +parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') +parser.add_argument('-s', '--survey', help='Select survey', default='gama') + +args = parser.parse_args() +log = args.log +field = args.field.upper() +dryrun = args.dryrun +prefix = args.prefix +realz = args.realz +survey = args.survey.lower() +nooverwrite = args.nooverwrite + +fields = fetch_fields(survey) + +if log: + logfile = findfile(ftype='randoms_bd_ddp_n8', dryrun=False, field=field, survey=survey, prefix=prefix, log=True) + + print(f'Logging to {logfile}') + + sys.stdout = open(logfile, 'w') + +assert field in fields, f'Provided {field} field is not compatible with those available for {survey} survey ({fields})' + +start = time.time() + +fpath = findfile(ftype='ddp', dryrun=dryrun, survey=survey, prefix=prefix) + +dat = Table.read(fpath) +dat = dat[dat['FIELD'] == field] + +runtime = calc_runtime(start, 'Reading {:.2f}M Gold DDP'.format(len(dat) / 1.e6), xx=dat) + +fpath = findfile(ftype='randoms_bd', dryrun=dryrun, field=field, survey=survey, prefix=prefix) +opath = findfile(ftype='randoms_bd_ddp_n8', dryrun=dryrun, field=field, survey=survey, prefix=prefix) + +if nooverwrite: + overwrite_check(opath) + +# Should be solid angle and DDP1 z-limit defined randoms. +rand = Table.read(fpath) +runtime = calc_runtime(start, 'Reading {:.2f}M randoms'.format(len(rand) / 1.e6), xx=rand) + +# Remove anything already in randoms header. +present = list(dat.meta.keys()) + +for pp in present: + if pp in rand.meta.keys(): + del dat.meta[pp] + +assert 'AREA' not in dat.meta.keys() + +# Propagate header 'DDP1_ZMIN' etc. to randoms. +rand.meta.update(dat.meta) + +points = np.c_[rand['CARTESIAN_X'], rand['CARTESIAN_Y'], rand['CARTESIAN_Z']] +points = np.array(points, copy=True) + +kd_tree_rand = KDTree(points) + +del points + +gc.collect() + +# Calculate DDP1/2/3 8-sphere counts for each random. +for idx in range(3): + ddp_idx = idx + 1 + + runtime = calc_runtime(start, 'Solving for DDP {}'.format(ddp_idx)) + + ddp = dat[dat['DDP'][:,idx] == 1] + points_ddp = np.c_[ddp['CARTESIAN_X'], ddp['CARTESIAN_Y'], ddp['CARTESIAN_Z']] + points_ddp = np.array(points_ddp, copy=True) + + kd_tree_ddp = KDTree(points_ddp) + indexes_ddp = kd_tree_rand.query_ball_tree(kd_tree_ddp, r=8.) + + rand['DDP{:d}_N8'.format(ddp_idx)] = np.array([len(idx) for idx in indexes_ddp]) + +ddp1_zmin = dat.meta['DDP1_ZMIN'] +ddp1_zmax = dat.meta['DDP1_ZMAX'] + +ddp2_zmin = dat.meta['DDP2_ZMIN'] +ddp2_zmax = dat.meta['DDP2_ZMAX'] + +ddp3_zmin = dat.meta['DDP3_ZMIN'] +ddp3_zmax = dat.meta['DDP3_ZMAX'] + +print('Found redshift limits: {:.3f} < z < {:.3f}'.format(ddp1_zmin, ddp1_zmax)) + +rand['DDPZLIMS'] = np.zeros(len(rand) * 3, dtype=int).reshape(len(rand), 3) + +rand['DDPZLIMS'][:,0] = (rand['Z'].data > ddp1_zmin) & (rand['Z'].data < ddp1_zmax) +rand['DDPZLIMS'][:,1] = (rand['Z'].data > ddp2_zmin) & (rand['Z'].data < ddp2_zmax) +rand['DDPZLIMS'][:,2] = (rand['Z'].data > ddp3_zmin) & (rand['Z'].data < ddp3_zmax) + +rand['DDP1_DELTA8'] = (rand['DDP1_N8'] / (rand.meta['VOL8'] * dat.meta['DDP1_DENS']) / rand['FILLFACTOR']) - 1. +rand['DDP2_DELTA8'] = (rand['DDP2_N8'] / (rand.meta['VOL8'] * dat.meta['DDP2_DENS']) / rand['FILLFACTOR']) - 1. +rand['DDP3_DELTA8'] = (rand['DDP3_N8'] / (rand.meta['VOL8'] * dat.meta['DDP3_DENS']) / rand['FILLFACTOR']) - 1. + +rand['DDP1_DELTA8_TIER'] = delta8_tier(rand['DDP1_DELTA8'].data) + +# Same again, but random included in sphere-8 count for volume fractions used within DDP1 magnitude limits. +rand['DDP1_DELTA8_ZEROPOINT'] = ((1 + rand['DDP1_N8']) / (rand.meta['VOL8'] * dat.meta['DDP1_DENS']) / rand['FILLFACTOR']) - 1. +rand['DDP2_DELTA8_ZEROPOINT'] = ((1 + rand['DDP2_N8']) / (rand.meta['VOL8'] * dat.meta['DDP2_DENS']) / rand['FILLFACTOR']) - 1. +rand['DDP3_DELTA8_ZEROPOINT'] = ((1 + rand['DDP3_N8']) / (rand.meta['VOL8'] * dat.meta['DDP3_DENS']) / rand['FILLFACTOR']) - 1. + +rand['DDP1_DELTA8_TIER_ZEROPOINT'] = delta8_tier(rand['DDP1_DELTA8_ZEROPOINT']) + +# Meeting sphere-completeness cut. Ultimately, this will correct VMAX from solid angle and DDP1 +# redshift limits to that meeting the completeness cut (in volume). +update_bit(rand['IN_D8LUMFN'], lumfn_mask, 'FILLFACTOR', rand['FILLFACTOR'].data < fillfactor_threshold) + +print('Fraction of randoms meeting IN_D8LUMFN cut: {}'.format(np.mean(rand['IN_D8LUMFN']))) + +for ii, xx in enumerate(d8_limits): + rand.meta['D8{}LIMS'.format(ii)] = str(xx) + +# Single-field values defined in header. +rand = volfracs(rand, bitmasks=['IN_D8LUMFN']) + +runtime = calc_runtime(start, 'Writing {}'.format(opath), xx=rand) + +rand.write(opath, format='fits', overwrite=True) + +runtime = calc_runtime(start, 'Finished') + +if log: + sys.stdout.close() diff --git a/src/lumfn/gen_zmax_cat.py b/src/lumfn/gen_zmax_cat.py new file mode 100644 index 00000000..576224d0 --- /dev/null +++ b/src/lumfn/gen_zmax_cat.py @@ -0,0 +1,209 @@ +import os +import sys +import tqdm +import time +import argparse +import runtime +import numpy as np +import multiprocessing + +from cosmo import distmod, volcom +from smith_kcorr import GAMA_KCorrection +from tmr_ecorr import tmr_ecorr +from scipy.optimize import brent, minimize, brentq +from astropy.table import Table +from functools import partial +from multiprocessing import Pool +from findfile import findfile, overwrite_check, write_desitable, fetch_header +from config import Configuration +from abs_mag import abs_mag + + +kcorr_r = GAMA_KCorrection(band='R') + +def theta(z, rest_gmr_0p1, rest_gmr_0p0, thetaz=None, dr=None, aall=False, absolute=False): + z = np.atleast_1d(z) + rest_gmr_0p1 = np.atleast_1d(rest_gmr_0p1) + rest_gmr_0p0 = np.atleast_1d(rest_gmr_0p0) + + result = distmod(z) + kcorr_r.k_nonnative_zref(0.0, z, rest_gmr_0p1) + tmr_ecorr(z, rest_gmr_0p0, aall=aall) + + if thetaz != None: + result -= thetaz + result -= dr + + if absolute: + result = np.abs(result) + + return result[0] + +def solve_theta(rest_gmr_0p1, rest_gmr_0p0, thetaz, dr, aall=False, debug=False, startz=None): + if startz == None: + startz = 2.5 + + try: + result = brentq(theta, 1.e-6, 1.6, args=(rest_gmr_0p1, rest_gmr_0p0, thetaz, dr, aall, False)) + warn = 0 + method = 0 + + except ValueError as VE: + if debug: + print(VE) + + # Brent method fails, requires sign change across boundaries. + result = minimize(theta, startz, args=(rest_gmr_0p1, rest_gmr_0p0, thetaz, dr, aall, True), method='Nelder-Mead') + + if result.success: + result = result.x[0] + warn = 0 + method = 1 + + else: + try: + result = brent(theta, brack=(1.e-6, 1.6), args=(rest_gmr_0p1, rest_gmr_0p0, thetaz, dr, aall, True)) + warn = 0 + method = 2 + + except ValueError as VE: + result = -99 + warn = 1 + + return result, warn, method + +def zmax(rest_gmrs_0p1, rest_gmrs_0p0, theta_zs, drs, aall=False, debug=True, nproc=14, startz=None): + result = [] + start = time.time() + + if debug: + print('Solving for zlimit.') + + with multiprocessing.get_context('spawn').Pool(processes=nproc) as pool: + arglist = list(zip(rest_gmrs_0p1, rest_gmrs_0p0, theta_zs, drs)) + result = pool.starmap(partial(solve_theta, aall=aall, startz=startz), arglist) + + pool.close() + + # https://stackoverflow.com/questions/38271547/when-should-we-call-multiprocessing-pool-join + pool.join() + + result = np.array(result) + + return result[:,0], result[:,1], result[:,2] + + +if __name__ == '__main__': + parser = argparse.ArgumentParser(description='Gen zmax cat.') + parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') + parser.add_argument('-a', '--aall', help='All Q, no red/blue split.', action='store_true') + parser.add_argument('-d', '--dryrun', help='Dryrun.', action='store_true') + parser.add_argument('--nproc', type=int, help='Number of processors', default=14) + parser.add_argument('-s', '--survey', help='Select survey', default='gama') + parser.add_argument('--theta_def', help='Specifier for definition of theta', default='Z_THETA_QCOLOR') + parser.add_argument('--config', help='Path to configuration file', type=str, default=findfile('config')) + parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') + + args = parser.parse_args() + log = args.log + aall = args.aall + nproc = args.nproc + dryrun = args.dryrun + survey = args.survey.lower() + theta_def = args.theta_def + + config = Configuration(args.config) + config.update_attributes('zmax', args) + config.write() + + rlim = fetch_header(ftype='gold', name='RLIM', survey=survey) + rmax = fetch_header(ftype='gold', name='RMAX', survey=survey) + + start = time.time() + + if log: + logfile = findfile(ftype='zmax', dryrun=False, survey=survey, log=True) + + print(f'Logging to {logfile}') + + sys.stdout = open(logfile, 'w') + + print('Assuming {:.4f} < r < {:.4f}'.format(rmax, rlim)) + print('Assuming Q ALL = {}'.format(aall)) + + fpath = findfile(ftype='kE', dryrun=dryrun, survey=survey) + opath = findfile(ftype='zmax', dryrun=dryrun, survey=survey) + + if args.nooverwrite: + overwrite_check(opath) + + print('Reading {}.'.format(fpath)) + + dat = Table.read(fpath) + dat.pprint() + + dat['DELTA_DETMAG_FAINT'] = rlim - dat['DETMAG'] + + print('Solving for {} bounding curve'.format(rlim)) + + zmaxs, warn, method = zmax(dat['REST_GMR_0P1'],\ + dat['REST_GMR_0P0'],\ + dat[theta_def],\ + dat['DELTA_DETMAG_FAINT'],\ + aall=aall,\ + nproc=nproc,\ + debug=True) + + dat['ZMAX'] = zmaxs + dat['ZMAX_WARN'] = warn + dat['ZMAX_METHOD'] = method + + print('Solving for {} bounding curve'.format(rmax)) + + dat['DELTA_DETMAG_BRIGHT'] = rmax - dat['DETMAG'] + + zmins, warn, method = zmax(dat['REST_GMR_0P1'],\ + dat['REST_GMR_0P0'],\ + dat[theta_def],\ + dat['DELTA_DETMAG_BRIGHT'],\ + aall=aall,\ + nproc=nproc,\ + startz=0.1,\ + debug=True) + + dat['ZMIN'] = zmins + dat['ZMIN_WARN'] = warn + dat['ZMIN_METHOD'] = method + + dat.meta['THETA_DEF'] = theta_def + + dat['VMAX'] = volcom(dat['ZMAX'], dat.meta['AREA']) + dat['VMAX'] -= volcom(dat['ZMIN'], dat.meta['AREA']) + + print('Writing {}.'.format(opath)) + + dat.pprint() + + write_desitable(opath, dat) + + nwarn = (dat['ZMAX_WARN'].data > 0) | (dat['ZMIN_WARN'].data > 0) + nwarn = np.count_nonzero(nwarn) + + towarn = dat[(dat['ZMAX_WARN'].data > 0) | (dat['ZMIN_WARN'].data > 0)] + + if len(towarn) > 0: + print(f'WARNING: zmax/min warnings triggered on {nwarn} galaxies.') + + towarn.pprint() + + + print(f'\n\nMETHOD\tZMAX\tZMIN') + + for method, name in zip(range(3), ['BRENTQ', 'NELDER', 'BRENT']): + print('{}\t{:d}\t{:d}'.format(name, np.count_nonzero(dat['ZMAX_METHOD'] == method), np.count_nonzero(dat['ZMIN_METHOD'] == method))) + + + runtime = (time.time() - start) / 60. + + print('\n\nDone in {} mins.\n\n'.format(runtime)) + + if log: + sys.stdout.close() diff --git a/src/lumfn/jackknife_limits.py b/src/lumfn/jackknife_limits.py new file mode 100644 index 00000000..80d72986 --- /dev/null +++ b/src/lumfn/jackknife_limits.py @@ -0,0 +1,155 @@ +import numpy as np +import matplotlib.pyplot as plt +import astropy.io.fits as fits + +from collections import OrderedDict +from astropy.table import Table + + +jk_limits = {'JK0': {'ra_min': 129., 'ra_max': 133., 'dec_min': -2., 'dec_max': 3.}, + 'JK1': {'ra_min': 133., 'ra_max': 137., 'dec_min': -2., 'dec_max': 3.}, + 'JK2': {'ra_min': 137., 'ra_max': 141., 'dec_min': -2., 'dec_max': 3.}, + 'JK3': {'ra_min': 174., 'ra_max': 178., 'dec_min': -3., 'dec_max': 2.}, + 'JK4': {'ra_min': 178., 'ra_max': 182., 'dec_min': -3., 'dec_max': 2.}, + 'JK5': {'ra_min': 182., 'ra_max': 186., 'dec_min': -3., 'dec_max': 2.}, + 'JK6': {'ra_min': 211.5, 'ra_max': 215.5, 'dec_min': -2., 'dec_max': 3.}, + 'JK7': {'ra_min': 215.5, 'ra_max': 219.5, 'dec_min': -2., 'dec_max': 3.}, + 'JK8': {'ra_min': 219.5, 'ra_max': 223.5, 'dec_min': -2., 'dec_max': 3.}} + +def set_jackknife(ras, decs, limits=None, debug=True): + result = np.array(['None'] * len(ras), dtype=str) + + if limits == None: + limits = jk_limits + + for strip in limits.keys(): + ra_min = limits[strip]['ra_min'] + ra_max = limits[strip]['ra_max'] + + dec_min = limits[strip]['dec_min'] + dec_max = limits[strip]['dec_max'] + + in_strip = (ras >= ra_min) & (ras <= ra_max) & (decs >= dec_min) & (decs <= dec_max) + + result[in_strip] = strip + + if debug: + print(strip, limits[strip]) + + return result + +def plot_jackknife(dat): + fig, ax = plt.subplots(1,1, figsize=(10,10)) + + for idx in np.unique(dat['JK']): + sub = dat[dat['JK'] == idx] + + ax.scatter(sub['RA'], sub['DEC'], s=0.25, label=idx) + + ax.set_xlabel('RA [deg.]') + ax.set_ylabel('DEC [deg.]') + + ax.legend(frameon=True, ncol=6) + + return fig, ax + +def solve_jackknife(rand, ndiv=2): + ''' + Splits up dat and rand into jackknife areas based on (ra, dec) in (ndiv x ndiv) chunks. + ''' + njack = ndiv * ndiv + jk_volfrac = (njack - 1.) / njack + + dpercentile = 100. / ndiv + percentiles = np.arange(dpercentile, 100. + dpercentile, dpercentile) + + jk = 0 + limits = OrderedDict() + + for ra_per in percentiles: + # Given a vector V of length N, the q-th percentile of V is the q-th ranked value in a sorted copy of V. + # https://docs.scipy.org/doc/numpy-1.9.2/reference/generated/numpy.percentile.html + rahigh = np.percentile(rand[f'RANDOM_RA'], ra_per) + ralow = np.percentile(rand[f'RANDOM_RA'], ra_per - dpercentile) + + print('{:.6f}\t{:.6f}'.format(ralow, rahigh)) + + for dec_per in percentiles: + isin = (rand['RANDOM_RA'] >= ralow) & (rand['RANDOM_RA'] <= rahigh) + + dechigh = np.percentile(rand[f'RANDOM_DEC'][isin], dec_per) + declow = np.percentile(rand[f'RANDOM_DEC'][isin], dec_per - dpercentile) + + print('\t{:.6f}\t{:.6f}'.format(declow, dechigh)) + + limits[f'JK{jk}'] = {'ra_min': float(ralow), 'ra_max': float(rahigh), 'dec_min': float(declow), 'dec_max': float(dechigh)} + + jk += 1 + + jks = set_jackknife(rand['RANDOM_RA'], rand['RANDOM_DEC'], limits=limits) + + return njack, jk_volfrac, limits, jks + +def jackknife_mean(fpath): + print('Appending JK mean and error to lumfn. extension.') + + with fits.open(fpath, mode='update') as hdulist: + nphi = 0 + phis = [] + + for i, hdu in enumerate(hdulist): + # skip primary. + if i > 0: + phis.append(hdu.data['PHI_IVMAX']) + + nphi += 1 + + phis = np.array(phis) + + mean = np.mean(phis, axis=0) + + err = np.std(phis, axis=0) + + hdr = hdulist['LUMFN'].header + + lumfn = hdulist['LUMFN'].data + lumfn = Table(lumfn, names=lumfn.names) + + lumfn['PHI_IVMAX_JK'] = mean + lumfn['PHI_IVMAX_ERROR_JK'] = err + + lumfn.pprint() + + lumfn = fits.BinTableHDU(lumfn, name='LUMFN', header=hdr) + + hdulist[1] = lumfn + + hdulist.flush() + hdulist.close() + + +if __name__ == '__main__': + import pylab as pl + + from astropy.table import Table + from findfile import findfile + + + field = 'G9' + version = 'v2' + + dpath = findfile(ftype='gold', dryrun=False, survey='gama', version=version) + rpath = findfile(ftype='randoms', dryrun=False, field=field, survey='gama', version=version) + + dat = Table.read(dpath) + dat = dat[dat['FIELD'] == field] + + rand = Table.read(rpath) + + dat, rand = set_jackknife(dat, rand, ndiv=4) + + print(np.unique(dat['JK'].data)) + + fig, ax = plot_jackknife(dat) + + fig.savefig('fig.pdf') diff --git a/src/lumfn/linlogplot.py b/src/lumfn/linlogplot.py new file mode 100644 index 00000000..5f54a62c --- /dev/null +++ b/src/lumfn/linlogplot.py @@ -0,0 +1,29 @@ +def linlogplot(x,y): + fig, axs = plt.subplots(2, 2, gridspec_kw = {'wspace':0, 'hspace':0}, figsize=(10, 10)) + axs[0, 0].scatter(x, y, s=0.25) + axs[0, 0].set_yscale('log') + axs[0, 0].set_xlim(0, 1) + axs[0, 0].set_ylim(1.00001, 10) + axs[0, 0].xaxis.set_visible(False) + + axs[0, 1].scatter(x, y, s=0.25, 'tab:orange') + axs[0, 1].set_xlim(1.00001, 10) + axs[0, 1].set_ylim(1.00001, 10) + axs[0, 1].set_xscale('log') + axs[0, 1].set_yscale('log') + axs[0, 1].spines['left'].set_visible(False) + axs[0, 1].xaxis.set_visible(False) + axs[0, 1].yaxis.set_visible(False) + + axs[1, 0].scatter(x, y, s=0.25, 'tab:green') + axs[1, 0].set_xlim(0, 1) + axs[1, 0].set_ylim(0, 1) + axs[1, 0].spines['top'].set_visible(False) + + axs[1, 1].scatter(x, y, s=0.25, 'tab:red') + axs[1, 1].set_xscale('log') + axs[1, 1].set_xlim(1.00001, 10) + axs[1, 1].set_ylim(0, 1) + axs[1, 1].spines['left'].set_visible(False) + axs[1, 1].spines['top'].set_visible(False) + axs[1, 1].set_yticks([]) \ No newline at end of file diff --git a/src/lumfn/lss.py b/src/lumfn/lss.py new file mode 100644 index 00000000..c831f8ee --- /dev/null +++ b/src/lumfn/lss.py @@ -0,0 +1,42 @@ +import fitsio +import numpy as np + +from astropy.table import Table + + +def fetch_lss(pprint=False, sort=False, survey='sv3', release='fuji'): + # https://desi.lbl.gov/trac/wiki/ClusteringWG/LSScat/SV3/version2.1/ + # + # /global/cfs/cdirs/desi/survey/catalogs/SV3/LSS/everest/LSScats/2.1/ + + survey = survey.upper() + + # latest sv3 + versions = {'SV3-everest': 2.1, 'SV3-fuji': 3} + version = versions['{}-{}'.format(survey, release)] + + # ('RA', 'DEC', 'TARGETID', 'Z', 'NTILE', 'TILES', 'rosette_number', 'rosette_r', 'FRACZ_TILELOCID', 'BITWEIGHTS', 'PROB_OBS', 'WEIGHT_ZFAIL', 'WEIGHT', 'flux_r_dered', 'NZ') + clustering = Table.read(f'/global/cfs/cdirs/desi/survey/catalogs/{survey}/LSS/{release}/LSScats/{version}/BGS_BRIGHT_clustering.dat.fits') + + # NTILE, TILES, TILELOCIDS, LOCATION_ASSIGNED, TILELOCID_ASSIGNED, sort, COMP_TILE, rosette_number, rosette_r, FRACZ_TILELOCID, BITWEIGHTS, PROB_OBS + full = Table.read(f'/global/cfs/cdirs/desi/survey/catalogs/{survey}/LSS/{release}/LSScats/{version}/BGS_BRIGHT_full.dat.fits') + + if pprint: + full_cols = np.array(full.dtype.names).astype(str) + + print(full_cols) + print(clustering.dtype.names) + + clustering.pprint() + full.pprint() + + if sort: + clustering.sort('TARGETID') + full.sort('TARGETID') + + return clustering, full + + +if __name__ == '__main__': + fetch_lss(pprint=True) + diff --git a/src/lumfn/lumfn.py b/src/lumfn/lumfn.py new file mode 100644 index 00000000..5e9b6162 --- /dev/null +++ b/src/lumfn/lumfn.py @@ -0,0 +1,230 @@ +import fitsio +import subprocess +import astropy.io.fits as fits +import numpy as np + +from astropy.table import Table +from cosmo import volcom +from schechter import named_schechter + + +def multifield_lumfn(lumfn_list, ext=None, weight=None, sub_cols=None): + if ext is None: + tables = [Table.read(x) for x in lumfn_list] + else: + tables = [Table.read(x, ext) for x in lumfn_list] + + if weight is not None: + weights = np.array([tab.meta[weight] for tab in tables]).astype(float) + + print('Retrieved relative weights: {} for {} weight.'.format(weights / np.sum(weights), weight)) + + else: + weights = None + + def sum_rule(tables, col, weights=None): + data = [table[col].data for table in tables] + data = np.c_[data].T + + return np.sum(data, axis=1) + + def mean_rule(tables, col, weights=None): + data = [table[col].data for table in tables] + data = np.c_[data].T + + return np.average(data, axis=1, weights=weights) + + def quadsum_rule(tables, col, weights=None): + data = [table[col].data for table in tables] + data = np.c_[data].T + + # TODO + if weights is not None: + pass + + # print('WARNING: weights is unsupported for lumfn quadsum rule.') + + return np.sqrt(np.sum(data**2., axis=1)) + + + result = Table() + + if ext in [None, 'LUMFN']: + sum_cols = ['N'] + mean_cols = ['MEDIAN_M', 'MEAN_M', 'MID_M', 'IVMAXMEAN_M', 'PHI_N', 'PHI_IVMAX', 'V_ON_VMAX', 'REF_SCHECHTER', 'REF_RATIO', 'PHI_STEPWISE'] + qsum_cols = ['PHI_N_ERROR', 'PHI_IVMAX_ERROR'] + + elif ext == 'LUMFN_STEP': + sum_cols = ['N'] + mean_cols = ['MID_M', 'PHI_STEPWISE', 'REF_RATIO'] + qsum_cols = [] + + elif ext == 'REFERENCE': + sum_cols = [] + mean_cols = ['MS', 'REFSCHECHTER'] + qsum_cols = [] + + else: + raise RuntimeError(f'MultifieldLumfn: Extension {ext} is not supported.') + + if sub_cols != None: + sum_cols = [x for x in sum_cols if x in sub_cols] + mean_cols = [x for x in mean_cols if x in sub_cols] + qsum_cols = [x for x in qsum_cols if x in sub_cols] + + for m in mean_cols: + result[m] = mean_rule(tables, m, weights=weights) + + for s in sum_cols: + result[s] = sum_rule(tables, s, weights=weights) + + for q in qsum_cols: + result[q] = quadsum_rule(tables, q, weights=weights) + + if ext != 'REFERENCE': + result['VALID'] = result['N'] >= 5 + + return result + +def lumfn(dat, Ms=None, Mcol='MCOLOR_0P0', jackknife=None, opath=None, d8=None): + if type(jackknife) == np.ndarray: + for jk in jackknife: + lumfn(dat, Ms=Ms, Mcol=Mcol, jackknife=int(jk), opath=opath) + + return 0 + + elif type(jackknife) == int: + pass + + elif jackknife is None: + pass + + else: + raise ValueError('Unsupported jackknife of type {}'.format(type(jackknife))) + + if Ms == None: + # np.arange(-25.5, -15.5, 0.2) + Ms = np.linspace(-23., -16., 36) + + dat = Table(dat, copy=True) + + # If values in x are beyond the bounds of bins, 0 or len(bins) is returned as appropriate. + keep = (dat[Mcol] >= Ms.min()) & (dat[Mcol] <= Ms.max()) + dat = dat[keep] + + dvmax = dat['VMAX'].data + vol = dat.meta['FORCE_VOL'] + + # default: bins[i-1] <= x < bins[i] + + if jackknife is not None: + print('Solving for jack knife {}'.format(jackknife)) + + jk_volfrac = dat.meta['JK_VOLFRAC'] + + vol *= jk_volfrac + + dat = dat[dat['JK'] != f'JK{jackknife}'] + dvmax = jk_volfrac * dat['VMAX'].data + + idxs = np.digitize(dat[Mcol], bins=Ms) + result = [] + + print('\n\nSolving for Ms: {}'.format(Ms)) + + ds = np.diff(Ms) + + ds = np.round(ds, decimals=4) + dM = ds[0] + + assert np.all(ds == dM) + + for ii, idx in enumerate(np.arange(0, len(Ms), 1)): + sample = dat[idxs == idx] + nsample = len(sample) + + # print(sample) + + vmax = dvmax[idxs == idx] + + ivmax = 1. / vmax + ivmax2 = 1. / vmax**2. + + if nsample > 0: + median = np.median(sample[Mcol]) + mean = np.mean(sample[Mcol]) + wmean = np.average(sample[Mcol], weights=ivmax) + mid = Ms[ii] + dM/2. + + else: + median = Ms[ii] + dM/2. + mean = median + wmean = mean + mid = mean + + # print(median) + + if len(vmax) == 0: + median_vmax = 0 + + else: + median_vmax = np.median(vmax) / vol + + result.append([median,\ + mean,\ + mid,\ + wmean,\ + nsample / dM / vol,\ + np.sqrt(nsample) / dM / vol,\ + np.sum(ivmax) / dM,\ + np.sqrt(np.sum(ivmax2)) / dM,\ + nsample, + median_vmax]) + + names = ['MEDIAN_M', 'MEAN_M', 'MID_M', 'IVMAXMEAN_M', 'PHI_N', 'PHI_N_ERROR', 'PHI_IVMAX', 'PHI_IVMAX_ERROR', 'N', 'V_ON_VMAX'] + + result = Table(np.array(result), names=names) + result['VALID'] = result['N'] >= 5. + result['REF_SCHECHTER'] = named_schechter(result['MEDIAN_M'], named_type='TMR') + + if d8 != None: + # TODO HARDCODE 0.007 + result['REF_SCHECHTER'] *= (1. + d8) / (1. + 0.007) + result.meta['DDP1_D8'] = d8 + + result['REF_RATIO'] = result['PHI_IVMAX'] / result['REF_SCHECHTER'] + + result.meta.update(dat.meta) + + result.pprint() + + result.meta['MS'] = str(['{:.4f}'.format(x) for x in Ms.tolist()]) + result.meta['FORCE_VOL'] = vol + result.meta['ABSMAG_DEF'] = Mcol + result.meta['EXTNAME'] = 'LUMFN' + + if jackknife is not None: + result.meta['EXTNAME'] = 'LUMFN_JK{}'.format(jackknife) + result.meta['RENORM'] = 'FALSE' + result.meta['JK_VOLFRAC'] = dat.meta['JK_VOLFRAC'] + result.meta['NJACK'] = dat.meta['NJACK'] + result = fits.convenience.table_to_hdu(result) + + with fits.open(opath, mode='update') as hdulist: + hdulist.append(result) + hdulist.flush() + hdulist.close() + + cmds = [] + cmds.append(f'chgrp desi {opath}') + cmds.append(f'chmod 700 {opath}') + + for cmd in cmds: + output = subprocess.check_output(cmd, shell=True) + + print(cmd, output) + + return 0 + + else: + return result diff --git a/src/lumfn/lumfn_stepwise.py b/src/lumfn/lumfn_stepwise.py new file mode 100644 index 00000000..a84e1e16 --- /dev/null +++ b/src/lumfn/lumfn_stepwise.py @@ -0,0 +1,311 @@ +import os +import sys +import time +import tqdm +import argparse +import numpy as np +import multiprocessing + +from runtime import calc_runtime +from functools import partial +from multiprocessing import Pool +from astropy.table import Table +from findfile import findfile, overwrite_check, write_desitable +from schechter import named_schechter +from ddp import initialise_ddplimits +from ddp_limits import limiting_curve_path +from ddp_zlimits import ddp_zlimits +from params import fillfactor_threshold +from schechter import named_schechter + + +def lum_binner(x, dM): + ''' + Eqn. 2.10a, W(x), of Efstathiou, Ellis & Peterson. + ''' + return np.abs(x) <= (dM / 2.) + +def lum_visible(x, dM): + ''' + Eqn. 2.10b, H(x), of Efstathiou, Ellis & Peterson. + + Note: + Not currently used. + ''' + result = -x/dM + 1./2. + + result[x >= (dM / 2.)] = 0.0 + result[x <= -(dM / 2.)] = 1.0 + + return result + +def process_one(split, Mmins, Mmaxs, dM, phi_Ms, phis): + ''' + Stepwise (1 / @ z, rest gmr, etc.) weights for each split. + ''' + + weights = [] + + Mmins = np.array(Mmins[split], copy=True) + Mmaxs = np.array(Mmaxs[split], copy=True) + + for i in np.arange(len(Mmins)): + Mmin = Mmins[i] + Mmax = Mmaxs[i] + + isin = (phi_Ms >= Mmin) & (phi_Ms <= Mmax) + + assert np.count_nonzero(isin) + + # 1 / weight. + nbar = dM * np.sum(phis[isin]) + weight = 1. / nbar + + weights.append(weight) + + # print(Mmin, Mmax, weight) + + weights = np.array(weights) + + return weights.tolist() + +def lumfn_stepwise_eval(vmax, dM, phi_M, phi, phi_Ms, phis, Mcol='MCOLOR_0P0', survey='gama', nproc=12): + ''' + Eqn. 2.12, of Efstathiou, Ellis & Peterson. + ''' + + print(f'\n\n---------- Solving for phi_M {phi_M} ----------') + + # Fortran indexing, 1 .. 7 inclusive. + # vmax.sort('REST_GMR_0P1_INDEX') + + # HACK: Color independent + # vmax['REST_GMR_0P1_INDEX'] = 1 + + # MCOLOR_0P0 + Ms = vmax[Mcol] + uidxs = np.unique(vmax['REST_GMR_0P1_INDEX'].data) + + # For each galaxy, namely rest frame gmr_0p1 and z, limiting MCOLOR_0P0 at the bright and faint ends. + Mmins = vmax['STEPWISE_BRIGHTLIM_0P0'] + Mmaxs = vmax['STEPWISE_FAINTLIM_0P0'] + + splits = [] + split_idx = np.arange(len(vmax)) + + nums = [] + + # Unbalanced, poor performance for pool. + for uidx in uidxs: + # Solve for this color set. + isin = (vmax['REST_GMR_0P1_INDEX'].data == uidx) + isin &= (lum_binner(vmax[Mcol] - phi_M, dM)) + + num = np.count_nonzero(isin) + nums.append(num) + + if num == 0: + splits.append([]) + + else: + # print('{:d}\t{:d}\t{:.6f}\t{:.6f}'.format(uidx, num, vmax[Mcol][isin].min(), phi_M, vmax[Mcol][isin].max())) + + # Volume limited sample for mag. phi_M and this rest-frame color. + sub = vmax[isin] + + # Liberal limits. + Mmin = vmax[Mcol][isin].data.min() + Mmax = vmax[Mcol][isin].data.max() + + # zmin = vmax['ZSURV'][isin].data.min() + # zmax = vmax['ZSURV'][isin].data.max() + + zmin = vmax['ZMIN'][isin].data.min() + zmax = vmax['ZMAX'][isin].data.max() + + print('{}\t{}\t{}\t{}\t{}\t{}'.format(phi_M, Mmin, Mmax, zmin, zmax, np.count_nonzero(isin))) + + isin = (vmax['ZSURV'].data >= zmin) & (vmax['ZSURV'].data <= zmax) + + splits.append(split_idx[isin]) + + results = [] + + with multiprocessing.get_context('spawn').Pool(nproc) as pool: + # For this phi_M, per rest frame color list of the stepwise (1/) weight for all galaxies in the vol. limited sample. + for result in pool.imap(partial(process_one, Mmins=Mmins, Mmaxs=Mmaxs, dM=dM, phi_Ms=phi_Ms, phis=phis), iterable=splits): + results.append(np.array(result)) + + pool.close() + + # https://stackoverflow.com/questions/38271547/when-should-we-call-multiprocessing-pool-join + pool.join() + + ''' + for split, result in zip(splits, results): + if len(split) > 0: + sub = vmax[split] + sub['NBAR'] = 1. / result + + sub.sort('ZSURV') + sub['ZSURV', 'REST_GMR_0P1', 'REST_GMR_0P1_INDEX', 'MCOLOR_0P0', 'STEPWISE_BRIGHTLIM_0P0', 'STEPWISE_FAINTLIM_0P0', 'NBAR'].pprint() + ''' + + results = np.array([np.sum(x) for x in results]) + + nums = 1. * np.array(nums) + results[nums == 0.] = 1. + + # dM * phis + phi_hat_nocolor = np.sum(nums) / np.sum(results) + + # dM * phis + phi_hat = np.sum(nums / results) + + print('{:.6f}\t{:.6e}\t{:.6f}\t{:.6e}\t{:.6e}\t{:.6e}'.format(phi_M, phi, np.sum(nums), np.sum(results), phi_hat_nocolor, phi_hat)) + + return phi_hat, np.sum(nums) + +def lumfn_stepwise(vmax, Mcol='MCOLOR_0P0', tolerance=1.e-3, d8=None, normalise=True): + # Note: match lumfn binning. + nbins = 36 + + phi_Ms = np.linspace(-23., -16., nbins) + dM = np.abs(np.diff(phi_Ms)[0]) + + # Initialise phi estimates - uniform. + phi_inits = dM * named_schechter(phi_Ms + dM/2., named_type='TMR') + + phis = phi_inits + norm = np.sum(phis) + + if d8 != None: + norm *= (1. + d8) / (1. + 0.007) + + iteration = 0 + diff = 1.e99 + + # Remove anything not in the limits, as digitize returns 0, len(array) outwith. + isin = (vmax[Mcol] >= phi_Ms.min()) & (vmax[Mcol] <= phi_Ms.max()) + vmax = vmax[isin] + + while (diff > tolerance): + print('\n\n------------ Solving for iteration {:d} with diff. {:.6e} ------------'.format(iteration, diff)) + + nMs = [] + new_phis = [] + + for i, (phi_M, phi) in enumerate(zip(phi_Ms, phis)): + phi_hat, nM = lumfn_stepwise_eval(vmax, dM, phi_M, phi, phi_Ms, phis, Mcol=Mcol) + + nMs.append(nM) + new_phis.append(phi_hat) + + nMs = np.array(nMs) + new_phis = np.array(new_phis) + + # Update previous estimate. + if normalise: + _phis = norm * (new_phis / np.sum(new_phis)) + + else: + _phis = new_phis + + print('\n\n------------ Solved for iteration {:d} ------------'.format(iteration)) + + for nM, phi_M, phi_init, phi, _phi in zip(nMs, phi_Ms, phi_inits, phis, _phis): + print('{:.3f}\t{:.6f}\t{:.6f}\t{:.6f}\t{:.6f}'.format(nM, phi_M, np.log10(phi_init), np.log10(phi), np.log10(_phi))) + + diff = np.sum((_phis - phis)**2.) + phis = _phis + + iteration += 1 + + if normalise: + isin = (nMs >= 5) & np.isfinite(phis) + norm = np.sum(phi_inits[isin]) + + if d8 != None: + norm *= (1. + d8) / (1. + 0.007) + + # print(norm, np.sum(phis[isin])) + + phis *= (norm / np.sum(phis[isin])) + + phis = phis / dM + phi_Ms += dM/2. + + # print('Final M={} recovers weights for all galaxies in vmax ({} weights for {} galaxies).'.format(phi_M, len(weights), len(vmax))) + + result_stepwise = Table(np.c_[phi_Ms, phis, nMs], names=['MID_M', 'PHI_STEPWISE', 'N']) + result_stepwise['VALID'] = result_stepwise['N'] >= 5 + result_stepwise['REF_SCHECHTER'] = named_schechter(result_stepwise['MID_M'], named_type='TMR') + + if d8 != None: + # TODO HARDCODE 0.007 + result_stepwise['REF_SCHECHTER'] *= (1. + d8) / (1. + 0.007) + + result_stepwise['REF_RATIO'] = result_stepwise['PHI_STEPWISE'] / result_stepwise['REF_SCHECHTER'] + + result_stepwise.meta['DDP1_D8'] = d8 + result_stepwise.meta['EXTNAME'] = 'LUMFN_STEP' + + return result_stepwise + + +if __name__ == '__main__': + parser = argparse.ArgumentParser(description='Generate Gold stepwise luminosity function.') + parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') + parser.add_argument('-s', '--survey', help='Select survey', default='gama') + parser.add_argument('--dryrun', help='Dryrun', action='store_true') + parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') + parser.add_argument('--version', help='Add version', default='GAMA4') + + start = time.time() + + args = parser.parse_args() + log = args.log + survey = args.survey + dryrun = args.dryrun + nooverwrite = args.nooverwrite + version = args.version + + if log: + logfile = findfile(ftype='lumfn_step', dryrun=False, survey=survey, log=True) + + print(f'Logging to {logfile}') + + sys.stdout = open(logfile, 'w') + + fpath = findfile('ddp', dryrun=dryrun, survey=survey, version=version) + opath = findfile('lumfn_step', dryrun=dryrun, survey=survey, version=version) + + if nooverwrite: + overwrite_check(opath) + + ddp = Table.read(fpath) + + zlo = ddp_zlimits['DDP1'][0] + zhi = ddp_zlimits['DDP1'][1] + + isin = (ddp['ZSURV'] >= zlo) & (ddp['ZSURV'] <= zhi) + + ddp = ddp[isin] + ddp.pprint() + + ddp['ZMIN'] = np.clip(ddp['ZMIN'], zlo, None) + ddp['ZMAX'] = np.clip(ddp['ZMAX'], None, zhi) + + result = lumfn_stepwise(ddp) + ''' + runtime = calc_runtime(start, 'Writing {}'.format(opath)) + + print(f'Writing {opath}') + + write_desitable(opath, result) + ''' + runtime = calc_runtime(start, 'Finished') + + if log: + sys.stdout.close() + diff --git a/src/lumfn/params.py b/src/lumfn/params.py new file mode 100644 index 00000000..9539ca0d --- /dev/null +++ b/src/lumfn/params.py @@ -0,0 +1,5 @@ +sphere_radius = 8.0 +fillfactor_threshold = 0.90 + +# Should match loop in bin/rand_pipeline, bin/rand_ddp1_pipeline. +oversample_nrealisations = 24 diff --git a/src/lumfn/poisson.py b/src/lumfn/poisson.py new file mode 100644 index 00000000..7017f245 --- /dev/null +++ b/src/lumfn/poisson.py @@ -0,0 +1,37 @@ +import numpy as np + + +def fillfactor_expectation(bound_dist, radius=8.): + # https://en.wikipedia.org/wiki/Spherical_cap/ + V_sphere = (4./3.) * np.pi * radius ** 3. + + h = np.abs(radius - bound_dist) + h[bound_dist > radius] = 0. + + a = np.sqrt(2 * h * radius - h * h) + + V_cap = (np.pi * h / 6.) * (3. * a * a + h * h) + V_res = V_sphere - V_cap + + fill_factor = V_res / V_sphere + + return fill_factor + + +def fillfactor_poisson(fill_factors, nbar=None, radius=None): + if nbar == None: + nbar = rand.meta['RAND_DENS'] + + if radius == None: + radius = rand.meta['RSPHERE'] + V_sphere = rand.meta['VOL8'] + + else: + radius = radius + V_sphere = (4./3.) * np.pi * radius ** 3. + + NRAND8 = nbar * V_sphere * fill_factors + SIGMA_NRAND8 = np.sqrt(NRAND8) + SIGMA_FFACTOR = SIGMA_NRAND8 / NRAND8 + + return NRAND8, SIGMA_NRAND8, SIGMA_FFACTOR diff --git a/src/lumfn/pubplot.py b/src/lumfn/pubplot.py new file mode 100644 index 00000000..aabf6420 --- /dev/null +++ b/src/lumfn/pubplot.py @@ -0,0 +1,53 @@ +''' +Generate publication ready plots +''' +import os +import matplotlib +import matplotlib.pyplot as plt +import numpy as np + +def set_size(width=240, fraction=2): + """ Set aesthetic figure dimensions to avoid scaling in latex. + + Parameters + ---------- + width: float + Width in pts + fraction: float + Fraction of the width which you wish the figure to occupy + + Returns + ------- + fig_dim: tuple + Dimensions of figure in inches + """ + # Width of figure + fig_width_pt = width * fraction + + # Convert from pt to inches + inches_per_pt = 1 / 72.27 + + # Golden ratio to set aesthetic figure height + golden_ratio = (5 ** 0.5 - 1) / 2 + + # Figure width in inches + fig_width_in = fig_width_pt * inches_per_pt + + # Figure height in inches + fig_height_in = fig_width_in * golden_ratio + + return (fig_width_in, fig_height_in) + + +plt.style.use(os.environ['HOME'] + '/DESI/style.mplstyle') + +nice_fonts = { + "text.usetex": True, + "font.family": "serif", + "font.serif" : "Times New Roman", +} + +plt.rcParams["figure.figsize"] = set_size() + +matplotlib.rcParams.update(nice_fonts) + diff --git a/src/lumfn/rand_slicer.py b/src/lumfn/rand_slicer.py new file mode 100644 index 00000000..d5fe6961 --- /dev/null +++ b/src/lumfn/rand_slicer.py @@ -0,0 +1,10 @@ +from astropy.table import Table + +root = '/global/cscratch1/sd/mjwilson/desi/BGS/Sam/' + +dat = Table.read(root + 'randoms_bd.fits') + +ss = dat[dat['Z'] >= 0.4] +ss = ss[ss['Z'] <= 0.5] + +ss.write(root + 'randoms_slice.fits', format='fits', overwrite=True) diff --git a/src/lumfn/randoms.py b/src/lumfn/randoms.py new file mode 100644 index 00000000..b276123e --- /dev/null +++ b/src/lumfn/randoms.py @@ -0,0 +1,274 @@ +import os +import sys +import time +import numpy as np +import argparse + +from cosmo import cosmo, volcom +from scipy.interpolate import interp1d +from astropy.table import Table +from cartesian import cartesian, rotate +from runtime import calc_runtime +from desi_randoms import desi_randoms +from findfile import fetch_fields, findfile, overwrite_check, call_signature +from gama_limits import gama_limits, gama_field +from ddp_zlimits import ddp_zlimits +from config import Configuration +from params import oversample_nrealisations + + +def randoms(field='G9', survey='gama', density=1., zmin=ddp_zlimits['DDP1'][0], zmax=ddp_zlimits['DDP1'][1], dryrun=False, prefix='', seed=None, oversample=2, realz=0): + start = time.time() + + fields = fetch_fields(survey) + + assert field in fields, f'Provided {field} field is not compatible with those available for {survey} survey ({fields})' + + opath = findfile(ftype='randoms', dryrun=dryrun, field=field, survey=survey, prefix=prefix, realz=realz, oversample=oversample) + + if args.nooverwrite: + overwrite_check(opath) + + if seed == None: + seed = seed + realz + 50 * oversample + + np.random.seed(seed) + + call_signature(dryrun, sys.argv) + + print('Solving for redshift limits: {} < z < {}.'.format(zmin, zmax)) + + ## ras and decs. + if survey == 'gama': + Area = 60. + + ra_min = gama_limits[field]['ra_min'] + ra_max = gama_limits[field]['ra_max'] + + dec_min = gama_limits[field]['dec_min'] + dec_max = gama_limits[field]['dec_max'] + + ctheta_min = np.cos(np.pi/2. - np.radians(dec_min)) + ctheta_max = np.cos(np.pi/2 - np.radians(dec_max)) + + vol = volcom(zmax, Area) - volcom(zmin, Area) + + nrand = int(np.ceil(vol * density * oversample)) + + cos_theta = np.random.uniform(ctheta_min, ctheta_max, nrand) + theta = np.arccos(cos_theta) + decs = np.pi/2. - theta + decs = np.degrees(decs) + + ras = np.random.uniform(ra_min, ra_max, nrand) + + randoms = Table(np.c_[ras, decs], names=['RANDOM_RA', 'RANDOM_DEC']) + nrand = len(randoms) + + if dryrun: + # Dryrun: 2x2 sq. patch of sky. + # G12 + delta_deg = 0.5 + + isin = (randoms['RANDOM_RA'] > 180. - delta_deg) & (randoms['RANDOM_RA'] < 180. + delta_deg) + isin &= (randoms['RANDOM_DEC'] > 0. - delta_deg) & (randoms['RANDOM_DEC'] < 0. + delta_deg) + + allin = isin + + # G9 + isin = (randoms['RANDOM_RA'] > 135. - delta_deg) & (randoms['RANDOM_RA'] < 135. + delta_deg) + isin &= (randoms['RANDOM_DEC'] > 0. - delta_deg) & (randoms['RANDOM_DEC'] < 0. + delta_deg) + + allin |= isin + + # G15 + isin = (randoms['RANDOM_RA'] > 217. - delta_deg) & (randoms['RANDOM_RA'] < 217. + delta_deg) + isin &= (randoms['RANDOM_DEC'] > 0.0 - delta_deg) & (randoms['RANDOM_DEC'] < 0.0 + delta_deg) + + allin |= isin + + randoms = randoms[allin] + nrand = len(randoms) + + elif survey == 'desi': + if 'NERSC_HOST' in os.environ.keys(): + # Support to run on nersc only. + randoms = desi_randoms(int(field[1:]), oversample=oversample, dryrun=dryrun) + + nrand = randoms.meta['NRAND'] + Area = randoms.meta['AREA'] + + elif 'ddp1' in prefix: + rpath = findfile(ftype='randoms', dryrun=dryrun, field=field, survey=survey, prefix=None, realz=realz, oversample=oversample) + randoms = Table.read(rpath) + + nrand = randoms.meta['NRAND'] + Area = randoms.meta['AREA'] + + else: + print(f'As you are not running on nersc, the output of this script is assumed to be present at {opath} for dryrun: {dryrun}.') + return 0 + + else: + raise NotImplementedError(f'No implementation for survey: {survey}') + + ## Vs and zs. + dz = 1.e-4 + + Vmin = volcom(zmin, Area) + Vmax = volcom(zmax, Area) + + vol = Vmax - Vmin + + density = nrand / vol + + rand_dir = os.path.dirname(opath) + + if not os.path.isdir(rand_dir): + print('Creating {}'.format(rand_dir)) + + os.makedirs(rand_dir) + + print('Volume [1e6]: {:.2f}; oversample: {:.2f}; density: {:.2e}; nrand [1e6]: {:.2f}'.format(vol/1.e6, oversample, density, nrand / 1.e6)) + + zs = np.arange(0.0, zmax+dz, dz) + Vs = volcom(zs, Area) + + # https://docs.scipy.org/doc/scipy/reference/generated/scipy.interpolate.interp1d.html + Vz = interp1d(Vs, zs, kind='linear', copy=True, bounds_error=True, fill_value=np.NaN, assume_sorted=False) + + Vdraws = np.random.uniform(0., 1., nrand) + Vdraws = Vmin + Vdraws * (Vmax - Vmin) + + zs = Vz(Vdraws) + + print('Solved {:d} for field {}'.format(nrand, field)) + + ras = randoms['RANDOM_RA'] + decs = randoms['RANDOM_DEC'] + + randoms['Z'] = zs + randoms['V'] = Vdraws + randoms['RANDID'] = np.arange(len(randoms)) + + randoms['FIELD'] = field + + # TODO/HACK/RESTORE + randoms['GAMA_FIELD'] = gama_field(ras, decs) + + print('Applying rotation.') + + xyz = cartesian(ras, decs, zs) + + randoms['CARTESIAN_X'] = xyz[:,0] + randoms['CARTESIAN_Y'] = xyz[:,1] + randoms['CARTESIAN_Z'] = xyz[:,2] + + xyz = rotate(randoms['RANDOM_RA'], randoms['RANDOM_DEC'], xyz) + + randoms['ROTCARTESIAN_X'] = xyz[:,0] + randoms['ROTCARTESIAN_Y'] = xyz[:,1] + randoms['ROTCARTESIAN_Z'] = xyz[:,2] + + ''' + elif survey == 'desi': + randoms['IS_BOUNDARY'][randoms['ROS_DIST'] > np.percentile(randoms['ROS_DIST'], 100. - boundary_percent)] = 1 + randoms['IS_BOUNDARY'][randoms['ROS_DIST'] < np.percentile(randoms['ROS_DIST'], boundary_percent)] = 1 + ''' + + randoms['ZSURV'] = randoms['Z'] + randoms['CONSERVATIVE'] = np.zeros_like(randoms['FIELD'], dtype=int) + + if 'IN_D8LUMFN' not in randoms.dtype.names: + randoms['IN_D8LUMFN'] = np.zeros_like(randoms['FIELD'], dtype=int) + + updates = {'ZMIN': zmin,\ + 'ZMAX': zmax,\ + 'DZ': dz,\ + 'NRAND': nrand,\ + 'FIELD': field,\ + 'AREA': Area,\ + 'VOL': vol,\ + 'RAND_DENS': density,\ + 'VOL8': (4./3.)*np.pi*(8.**3.),\ + 'OVERSAMPLE': oversample,\ + 'SEED': seed,\ + 'PREFIX': prefix,\ + 'REALZ': realz,\ + 'FPATH': opath} + + randoms.meta.update(updates) + + randoms.meta['NRAND8'] = randoms.meta['VOL8'] * randoms.meta['RAND_DENS'] + randoms.meta['NRAND8_PERR'] = np.sqrt(randoms.meta['NRAND8']) + + for key in randoms.meta.keys(): + print(key, randoms.meta[key]) + + runtime = calc_runtime(start, 'Writing {}'.format(opath), xx=randoms) + + randoms.write(opath, format='fits', overwrite=True) + + runtime = calc_runtime(start, 'Finished'.format(opath)) + + return 0 + + +if __name__ == '__main__': + parser = argparse.ArgumentParser(description='Select GAMA field.') + parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') + parser.add_argument('-f', '--field', type=str, help='select GAMA field [G9, G12, G15] or DESI rosette [R1...]', default='G9') + parser.add_argument('-d', '--dryrun', help='Dryrun.', action='store_true') + parser.add_argument('-s', '--survey', help='Survey, e.g. GAMA, DESI, etc.', type=str, default='gama') + parser.add_argument('--realz', help='Realization', default=0, type=int) + parser.add_argument('--prefix', help='filename prefix', default='randoms') + parser.add_argument('--config', help='Path to configuration file', type=str, default=findfile('config')) + parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') + parser.add_argument('--density', help='Random density per (Mpc/h)^3', default=1., type=float) + parser.add_argument('--oversample', help='Oversampling factor for fillfactor counting.', default=2, type=int) + parser.add_argument('--seed', help='Random seed.', default=0, type=int) + + # Defaults to GAMA Gold limits. + parser.add_argument('--zmin', type=float, help='Minimum redshift limit', default=ddp_zlimits['DDP1'][0]) + parser.add_argument('--zmax', type=float, help='Maximum redshift limit', default=ddp_zlimits['DDP1'][1]) + + args = parser.parse_args() + log = args.log + field = args.field.upper() + dryrun = args.dryrun + survey = args.survey.lower() + zmin = args.zmin + zmax = args.zmax + prefix = args.prefix + realz = args.realz + seed = args.seed + + density = args.density + oversample = args.oversample + + assert oversample < 9, f'Oversample of {oversample} is not supported.' + assert realz < oversample_nrealisations, f'Provided realization number is inconsistent with that expected in params; consult there and bin/rand_pipeline scripts.' + + if log: + logfile = findfile(ftype='randoms', dryrun=False, field=field, survey=survey, prefix=prefix, realz=realz, log=True) + + print(f'Logging to {logfile}') + + sys.stdout = open(logfile, 'w') + ''' + config = Configuration(args.config) + config.update_attributes('randoms', args) + config.write() + ''' + for xx in [1, oversample]: + seed = seed + + # only generate independent realizations for oversample. + if oversample > 1: + seed += realz + seed += 50 * oversample + + randoms(field=field, survey=survey, density=density, zmin=zmin, zmax=zmax, dryrun=dryrun, prefix=prefix, seed=seed, oversample=xx, realz=realz) + + if log: + sys.stdout.close() diff --git a/src/lumfn/renormalise_d8LF.py b/src/lumfn/renormalise_d8LF.py new file mode 100644 index 00000000..e53b5229 --- /dev/null +++ b/src/lumfn/renormalise_d8LF.py @@ -0,0 +1,43 @@ +import numpy as np + +from astropy.table import Table +from ddp import tmr_DDP1 + + +def renormalise_d8LF(idx, lf, fdelta, fdelta_zeropoint, self_count=False, Mcol='MID_M'): + ''' + fscale equal to Equation 7 in McNaught-Roberts (2014). + See: https://arxiv.org/pdf/1409.4681.pdf + ''' + + print('Renormalising (IVMAX) LF with log10(fdelta)={:.6e} for tier {}'.format(np.log10(fdelta), idx)) + + lf = Table(lf, copy=True) + + cols = ['PHI_N', 'PHI_N_ERROR', 'PHI_IVMAX', 'PHI_IVMAX_ERROR'] + cols += ['PHI_IVMAX_JK', 'PHI_IVMAX_ERROR_JK'] + cols += ['PHI_STEPWISE', 'REF_RATIO'] + + cols = [x for x in cols if x in lf.dtype.names] + + print('Renormalising ...') + + for col in cols: + print(f'\t{col}') + + lf[col] /= fdelta + + if self_count: + print('Applying log10|self-count correction| of {:.6f}'.format(np.log10(fdelta / fdelta_zeropoint))) + + # tmr_DDP1: [-21.8, -20.1] + is_ddp1 = (lf[Mcol] > tmr_DDP1[0]) & (lf[Mcol] < tmr_DDP1[1]) + + for col in cols: + lf[col][is_ddp1] *= (fdelta / fdelta_zeropoint) + + lf.meta['SELFCOUNT'] = self_count + lf.meta['DDP1_VOLFRAC'] = fdelta + lf.meta['DDP1_VOLFRAC_ZP'] = fdelta_zeropoint + + return lf diff --git a/src/lumfn/rest_gmr.py b/src/lumfn/rest_gmr.py new file mode 100644 index 00000000..c8d37177 --- /dev/null +++ b/src/lumfn/rest_gmr.py @@ -0,0 +1,73 @@ +import time +import numpy as np + +from smith_kcorr import GAMA_KCorrection +from scipy.optimize import brentq, minimize + + +def rest_gmr(kcorr_rfunc, kcorr_gfunc, z, gmr): + z = np.atleast_1d(z) + gmr = np.atleast_1d(gmr) + + def pred_gmr(x): + x = np.atleast_1d(x) + + # Here, x is the rest_color to be solved for in the native + # reference, i.e. z=0.1 for AJS. + return x + kcorr_gfunc(z, x) - kcorr_rfunc(z, x) + + def diff(x): + result = gmr - pred_gmr(x) + return result[0] + + def absdiff(x): + return np.abs(diff(x)) + + warn = 0 + + try: + # rest color limits. + result = brentq(diff, -2.5, 10.0) + + except ValueError as VE: + warn = 1 + result = -99. # np.nan + + # Brent method fails, requires sign change across boundaries. + result = minimize(absdiff, 1.5) + + if result.success: + result = result.x[0] + warn = 0 + + else: + warn = 2 + result = -99. # np.nan + + return result, warn + +def smith_rest_gmr(zs, gmrs, debug=True): + kcorr_r = GAMA_KCorrection(band='R') + kcorr_g = GAMA_KCorrection(band='G') + + result = [] + + start = time.time() + + if debug: + print('Solving for rest gmr.') + + for i, (z, gmr) in enumerate(zip(zs, gmrs)): + interim, warn = rest_gmr(kcorr_r.k, kcorr_g.k, z, gmr) + + result.append([interim, warn]) + + if (i % 500 == 0) & debug: + runtime = (time.time() - start) / 60. + + print('{:.3f}% complete after {:.2f} mins.'.format(100. * i / len(zs), runtime)) + + result = np.array(result) + + return result[:,0], result[:,1] + diff --git a/src/lumfn/ros_tools.py b/src/lumfn/ros_tools.py new file mode 100644 index 00000000..352ec664 --- /dev/null +++ b/src/lumfn/ros_tools.py @@ -0,0 +1,64 @@ +import numpy as np + + +# https://github.com/desihub/LSS/blob/3d65b099a763a41179cb8e706f85482b3633a254/py/LSS/SV3/cattools.py#L21 +@np.vectorize +def tile2rosette(tile): + if tile < 433: + return (tile-1)//27 + + else: + if tile >= 433 and tile < 436: + return 13 + if tile >= 436 and tile < 439: + return 14 + if tile >= 439 and tile < 442: + return 15 + if tile >= 442 and tile <=480: + return (tile-442)//3 + + if tile > 480: + return tile//30 + + return -999999 + +roscen = {0:(150.100,2.182),\ + 1:(179.6,0),\ + 2:(183.1,0),\ + 3:(189.9,61.8),\ + 4:(194.75,28.2),\ + 5:(210.0,5.0),\ + 6:(215.5,52.5),\ + 7:(217.8,34.4),\ + 8:(216.3,-0.6),\ + 9:(219.8,-0.6),\ + 10:(218.05,2.43),\ + 11:(242.75,54.98),\ + 12:(241.05,43.45),\ + 13:(245.88,43.45),\ + 14:(252.5,34.5),\ + 15:(269.73,66.02),\ + 16:(194.75,24.7),\ + 17:(212.8,-0.6),\ + 18:(269.73,62.52),\ + 19:(236.1,43.45)} + +def calc_rosr(rosn, ra, dec): + # Given rosetter number and ra,dec, calculate distance from center + ra = ra*np.pi/180. + dec = dec*np.pi/180. + rac,decc = roscen[rosn] + rac = rac*np.pi/180. + decc = decc*np.pi/180. + cd = np.sin(dec)*np.sin(decc)+np.cos(dec)*np.cos(decc)*np.cos(rac-ra) + ad = np.arccos(cd)*180./np.pi + + return ad + +def ros_limits(dryrun): + if dryrun: + limits = [0.9, 1.10] + else: + limits = [0.2, 1.75] + + return limits diff --git a/src/lumfn/runtime.py b/src/lumfn/runtime.py new file mode 100644 index 00000000..72bf99f3 --- /dev/null +++ b/src/lumfn/runtime.py @@ -0,0 +1,47 @@ +import os +import sys +import time +import warnings + +from astropy.io.fits.verify import VerifyWarning +from astropy.utils.metadata import MergeConflictWarning + +# Suppress verify warnings, e.g. HIERARCH card length. +warnings.simplefilter('ignore', category=VerifyWarning) +warnings.simplefilter('ignore', category=MergeConflictWarning) + +def sizeofMB(xx): + return sys.getsizeof(xx) / 1.e6 + +def calc_runtime(start, log=None, memuse=False, xx=None): + runtime = time.time() - start + runtime /= 60. + + if memuse: + # COSMA5 has 302 compute nodes, each with 128GB RAM and 16 cores + # https://www.dur.ac.uk/icc/cosma/cosma5/ + + import psutil + process = psutil.Process(os.getpid()) + memuse = process.memory_info().rss / 1.e6 # [MB] + memuse = ' (memuse {}: {:.2f}MB)'.format(os.getpid(), memuse) + + else: + memuse = '' + + if log != None: + msg = '{} after {:.4f} mins{}.'.format(log, runtime, memuse) + + if xx is not None: + msg = msg.replace('Writing', 'Writing ({}MB)'.format(sizeofMB(xx))) + msg = msg.replace('Reading', 'Reading ({}MB)'.format(sizeofMB(xx))) + + print(msg) + + return runtime + + +if __name__ == '__main__': + start = time.time() + + runtime = calc_runtime(start, 'Read randoms') diff --git a/src/lumfn/schechter.py b/src/lumfn/schechter.py new file mode 100644 index 00000000..e5feec78 --- /dev/null +++ b/src/lumfn/schechter.py @@ -0,0 +1,78 @@ +import numpy as np +import scipy.integrate as integrate + +from data.schechters import schechters +from astropy.table import Table + +def schechter(M, phistar, Mstar, alpha): + expa = 10. ** (0.4 * (Mstar - M) * (1. + alpha)) + expb = np.exp(-10. ** (0.4 * (Mstar - M))) + + return np.log(10.) * phistar * expa * expb / 2.5 + +def schechter_d8(M, d8, params=False, fit=True, ratio=False): + ''' + TMR d8 Schechter. + ''' + + alpha = -1.25 + Mstar = -20.70 - 0.67 * np.log10(1. + d8) + log10phistar = -2.030 + 1.01 * np.log10(1. + d8) + + if not fit: + # Middle panel TMR Fig. 7 shows least dense bin is above fit + # by approx. 0.3 dex. + if d8 < -0.75: + alpha = -1.375 + log10phistar += 0.300 + + phistar = 10.**log10phistar + + if params: + return np.log10(1. + d8), log10phistar, Mstar, alpha + + else: + if ratio: + return schechter(M, phistar, Mstar, alpha) / named_schechter(M, named_type='TMR') + + else: + return schechter(M, phistar, Mstar, alpha) + +def named_schechter(M, named_type='TMR', zz=None, evolve=False): + params = schechters[named_type] + + log10phistar = params['log10phistar'] + Mstar = params['Mstar'] + alpha = params['alpha'] + + P = params['P'] + Q = params['Q'] + zref = params['zref'] + + if zz == None: + zz = zref + + zz = np.array([zz], copy=True)[0] + + phistar = 10. ** log10phistar + + if evolve: + Mstar -= Q * (zz - zref) + phistar *= 10. ** (0.4 * P * (zz - zref)) + + return schechter(M, phistar, Mstar, alpha) + +def ref_schechter(named_type='TMR', sch_Ms=None, d8=None): + if sch_Ms == None: + # Reference Schechter - finer binning + sch_Ms = np.arange(-23., -16., 1.e-3) + + sch = named_schechter(sch_Ms, named_type='TMR') + + if d8 != None: + sch *= (1. + d8) / (1. + 0.007) + + ref_result = Table(np.c_[sch_Ms, sch], names=['MS', 'REFSCHECHTER']) + ref_result.meta['EXTNAME'] = 'REFERENCE' + + return ref_result diff --git a/src/lumfn/smith_kcorr.py b/src/lumfn/smith_kcorr.py new file mode 100644 index 00000000..103273bc --- /dev/null +++ b/src/lumfn/smith_kcorr.py @@ -0,0 +1,248 @@ +import os +import numpy as np +import matplotlib.pyplot as plt +import os + +from scipy.interpolate import interp1d +from pkg_resources import resource_filename +from tmr_kcorr import tmr_kcorr + + +data_dir = resource_filename('lumfn', '/data/') + +class GAMA_KCorrection(object): + def __init__(self, band, kind="linear"): + """ + Colour-dependent polynomial fit to the GAMA K-correction (Fig. 13 of Smith+17), + used to convert between SDSS r-band Petrosian apparent magnitudes, and rest + frame absolute manigutues at z_ref = 0.1 + + Args: + k_corr_file: file of polynomial coefficients for each colour bin + z0: reference redshift. Default value is z0=0.1 + kind: type of interpolation between colour bins, + e.g. "linear", "cubic". Default is "linear" + """ + k_corr_file = data_dir + '/ajs_kcorr_{}band_z01.dat'.format(band.lower()) + + # read file of parameters of polynomial fit to k-correction + # polynomial k-correction is of the form + # A*(z-z0)^4 + B*(z-z0)^3 + C*(z-z0)^2 + D*(z-z0) + E + col_min, col_max, A, B, C, D, E, col_med = \ + np.loadtxt(k_corr_file, unpack=True) + + self.z0 = 0.1 # reference redshift + self.nbins = len(col_min) # number of colour bins in file + + self.colour_min = np.min(col_med) + self.colour_max = np.max(col_med) + self.colour_med = col_med + + # functions for interpolating polynomial coefficients in rest-frame color. + self.__A_interpolator = self.__initialize_parameter_interpolator(A, col_med, kind=kind) + self.__B_interpolator = self.__initialize_parameter_interpolator(B, col_med, kind=kind) + self.__C_interpolator = self.__initialize_parameter_interpolator(C, col_med, kind=kind) + self.__D_interpolator = self.__initialize_parameter_interpolator(D, col_med, kind=kind) + self.__E = E[0] + + # Linear extrapolation for z > 0.5 + self.__X_interpolator = lambda x: None + self.__Y_interpolator = lambda x: None + self.__X_interpolator, self.__Y_interpolator = self.__initialize_line_interpolators() + + def __initialize_parameter_interpolator(self, parameter, median_colour, kind="linear"): + # returns function for interpolating polynomial coefficients, as a function of colour + return interp1d(median_colour, parameter, kind=kind, fill_value="extrapolate") + + def __initialize_line_interpolators(self): + # linear coefficients for z>0.5 + X = np.zeros(self.nbins) + Y = np.zeros(self.nbins) + + # find X, Y at each colour + redshift = np.array([0.48,0.5]) + arr_ones = np.ones(len(redshift)) + for i in range(self.nbins): + k = self.k(redshift, arr_ones*self.colour_med[i]) + X[i] = (k[1]-k[0]) / (redshift[1]-redshift[0]) + Y[i] = k[0] - X[i]*redshift[0] + + X_interpolator = interp1d(self.colour_med, X, kind='linear', fill_value="extrapolate") + Y_interpolator = interp1d(self.colour_med, Y, kind='linear', fill_value="extrapolate") + + return X_interpolator, Y_interpolator + + def __A(self, colour): + # coefficient of the z**4 term + colour_clipped = np.clip(colour, self.colour_min, self.colour_max) + return self.__A_interpolator(colour_clipped) + + def __B(self, colour): + # coefficient of the z**3 term + colour_clipped = np.clip(colour, self.colour_min, self.colour_max) + return self.__B_interpolator(colour_clipped) + + def __C(self, colour): + # coefficient of the z**2 term + colour_clipped = np.clip(colour, self.colour_min, self.colour_max) + return self.__C_interpolator(colour_clipped) + + def __D(self, colour): + # coefficient of the z**1 term + colour_clipped = np.clip(colour, self.colour_min, self.colour_max) + return self.__D_interpolator(colour_clipped) + + def __X(self, colour): + colour_clipped = np.clip(colour, self.colour_min, self.colour_max) + return self.__X_interpolator(colour_clipped) + + def __Y(self, colour): + colour_clipped = np.clip(colour, self.colour_min, self.colour_max) + return self.__Y_interpolator(colour_clipped) + + + def k(self, redshift, restframe_colour, median=False): + """ + Polynomial fit to the GAMA K-correction for z<0.5 + The K-correction is extrapolated linearly for z>0.5 + + Args: + redshift: array of redshifts + colour: array of ^0.1(g-r) colour + Returns: + array of K-corrections + """ + K = np.zeros(len(redshift)) + idx = redshift <= 0.5 + + if median: + restframe_colour = np.copy(restframe_colour) + + # Fig. 13 of https://arxiv.org/pdf/1701.06581.pdf + restframe_colour = 0.603 * np.ones_like(restframe_colour) + + K[idx] = self.__A(restframe_colour[idx])*(redshift[idx]-self.z0)**4 + \ + self.__B(restframe_colour[idx])*(redshift[idx]-self.z0)**3 + \ + self.__C(restframe_colour[idx])*(redshift[idx]-self.z0)**2 + \ + self.__D(restframe_colour[idx])*(redshift[idx]-self.z0) + self.__E + + idx = redshift > 0.5 + + K[idx] = self.__X(restframe_colour[idx])*redshift[idx] + self.__Y(restframe_colour[idx]) + + return K + + def k_nonnative_zref(self, refz, redshift, restframe_colour, median=False): + refzs = refz * np.ones_like(redshift) + + return self.k(redshift, restframe_colour, median=median) - self.k(refzs, restframe_colour, median=median) - 2.5 * np.log10(1. + refz) + + def rest_gmr_index(self, rest_gmr, kcoeff=False): + bins = np.array([-100., 0.18, 0.35, 0.52, 0.69, 0.86, 1.03, 100.]) + idx = np.digitize(rest_gmr, bins=bins) + + ''' + if kcoeff==True: + for i in enumerate(rest_gmr): + ddict = {i:{col_med, A[0], B[0], C[0], D[0]}} + ''' + + return idx + +class GAMA_KCorrection_color(): + def __init__(self): + self.kRcorr = GAMA_KCorrection(band='R') + self.kGcorr = GAMA_KCorrection(band='G') + + def obs_gmr(self, rest_gmr): + return rest_gmr + self.kRcorr.k(z, rest_gmr) - self.kGcorr.k(z, rest_gmr) + + def rest_gmr_nonnative(self, native_rest_gmr): + refzs = np.zeros_like(native_rest_gmr) + + return native_rest_gmr + self.kGcorr.k(refzs, native_rest_gmr) - self.kRcorr.k(refzs, native_rest_gmr) + + +def test_plots(axes): + kcorr_r = GAMA_KCorrection(band='R') + kcorr_g = GAMA_KCorrection(band='G') + + z = np.arange(-0.01,0.601,0.01) + cols = 0.130634, 0.298124, 0.443336, 0.603434, 0.784644, 0.933226, 1.06731 + + colors = plt.rcParams['axes.prop_cycle'].by_key()['color'] + + # make r-band k-correction plot + for i, c in enumerate(cols): + col = np.ones(len(z)) * c + k = kcorr_r.k(z, col) + axes[0].plot(z, k, label=r"$^{0.1}(g-r)_\mathrm{med}=%.3f$"%c, c=colors[i]) + + axes[0].set_xlabel(r"$z$") + axes[0].set_ylabel(r"$^{0.1}K_r(z)$") + axes[0].set_xlim(0,0.6) + axes[0].set_ylim(-0.6,1) + axes[0].legend(loc="upper left").draw_frame(False) + + # make g-band k-correction plot + for i, c in enumerate(cols): + col = np.ones(len(z)) * c + k = kcorr_g.k(z, col) + axes[1].plot(z, k, label=r"$^{0.1}(g-r)_\mathrm{med}=%.3f$"%c, c=colors[i]) + + axes[1].set_xlabel(r"$z$") + axes[1].set_ylabel(r"$^{0.1}K_g(z)$") + axes[1].set_xlim(-0.01,0.6) + axes[1].set_ylim(-0.4,1.4) + axes[1].legend(loc="upper left").draw_frame(False) + +def test_nonnative_plots(kE, zref, axes=None): + kcorr_tmr = tmr_kcorr() + + kcorr_r = GAMA_KCorrection(band='R') + kcorr_g = GAMA_KCorrection(band='G') + + z = np.arange(0.01, 0.601, 0.01) + cols = [0.130634, 0.298124, 0.443336, 0.603434, 0.784644, 0.933226, 1.06731] + + # TMR test + # cols = [0.158, 0.298, 0.419, 0.553, 0.708, 0.796, 0.960] + + if axes == None: + fig, axes = plt.subplots(1, 2, figsize=(20,10)) + + colors = plt.rcParams['axes.prop_cycle'].by_key()['color'] + + for idx in np.unique(kE['REST_GMR_0P1_INDEX']): + isin = (kE['REST_GMR_0P1_INDEX'] == idx) + + axes[0].scatter(kE['ZSURV'][isin], kE['KCORR_R0P0'][isin], s=0.25) + axes[1].scatter(kE['ZSURV'][isin], kE['KCORR_G0P0'][isin], s=0.25) + + # make r-band k-correction plot + for i, c in enumerate(cols): + col = np.ones(len(z)) * c + k = kcorr_r.k_nonnative_zref(zref, z, col) + axes[0].plot(z, k, label=r"$^{0.0}(g-r)_\mathrm{med}=%.3f$"%c, c=colors[i], alpha=1.) + + k = kcorr_tmr.ref_eval(c, z) + ''' + for i, c in enumerate(cols): + k = kcorr_tmr.ref_eval(c, z) + isin = (z <= 0.5) + + axes[0].plot(z[isin], k[isin], '--', c=colors[i], alpha=0.75) + ''' + # make g-band k-correction plot + for i, c in enumerate(cols): + col = np.ones(len(z)) * c + k = kcorr_g.k_nonnative_zref(zref, z, col) + axes[1].plot(z, k, label=r"$^{0.0}(g-r)_\mathrm{med}=%.3f$"%c, c=colors[i]) + + axes[0].set_xlim(0, 0.3) + axes[1].set_xlim(0, 0.3) + + axes[0].set_ylim(-0.2, 1.2) + axes[1].set_ylim(-0.2, 1.2) + + diff --git a/src/lumfn/style.mplstyle b/src/lumfn/style.mplstyle new file mode 100644 index 00000000..20b0de5e --- /dev/null +++ b/src/lumfn/style.mplstyle @@ -0,0 +1,6 @@ +axes.titlesize : 24 +axes.labelsize : 20 +lines.linewidth : 3 +lines.markersize : 10 +xtick.labelsize : 16 +ytick.labelsize : 16 \ No newline at end of file diff --git a/src/lumfn/submit.py b/src/lumfn/submit.py new file mode 100644 index 00000000..f5c59091 --- /dev/null +++ b/src/lumfn/submit.py @@ -0,0 +1,160 @@ +import os +import argparse +import numpy as np + +from pkg_resources import resource_filename + + +def customise_script(args, debug=False): + script = args.script + queue = args.queue + memory = args.memory + time = args.time + script_log = args.script_log + account = args.account + nodes = args.nodes + + root = resource_filename('lumfn', '/bin/') + + supported = ['gold_pipeline',\ + 'gold_d8_pipeline',\ + 'rand_pipeline',\ + 'rand_d8_pipeline',\ + 'rand_ddp1_d8_pipeline',\ + 'rand_ddp1_pipeline'] + + if script == None: + for script in supported: + args.script = root + script + + customise_script(args) + + return 0 + + else: + assert root in script, f'Error on {script}' + + if script_log == None: + # TODO: findfile + ss = os.path.basename(script).split('.')[0] + + if 'rand' in script: + log = os.environ['HOME'] + f'/data/GAMA4/randoms/logs/{ss}.log' + else: + log = os.environ['HOME'] + f'/data/GAMA4/logs/{ss}.log' + else: + log = script_log + + ## + ff = open(f'/{script}') + ff = ff.read() + ff = ff.split('\n') + ff = [x.rstrip() for x in ff] + + custom = [x for x in ff if '#SBATCH' in x] + rest = [x for x in ff if '#SBATCH' not in x] + + # + # -- Example -- + # + #SBATCH -p cordelia + #SBATCH --mem=20G + #SBATCH -t 02:00:00 + #SBATCH -o /cosma/home/durham/dc-wils7/data/GAMA4/logs/gold_pipeline.log + #SBATCH -A durham + #SBATCH --nodes=1 + #SBATCH --ntasks-per-node=1 + #SBATCH --open-mode=append + + def swap(xx): + args = {'queue': {'sbatch': ['-p', '--partition'], 'arg': queue, 'equals': False}, + 'memory': {'sbatch': ['--mem'], 'arg': memory, 'equals': True}, + 'time': {'sbatch': ['-t'], 'arg': time, 'equals': False}, + 'account': {'sbatch': ['-A'], 'arg': account, 'equals': False}, + 'log': {'sbatch': ['-o'], 'arg': log, 'equals': False}, + 'nodes': {'sbatch': ['--nodes'], 'arg': nodes, 'equals': True}} + + if debug: + print('\n\n... Swapping ...') + + for i, _ in enumerate(xx): + for arg in sorted(args.keys()): + var = args[arg]['arg'] + batch = np.atleast_1d(args[arg]['sbatch']) + equals = args[arg]['equals'] + + if (var != None): + if arg == 'memory': + var += 'G' + + split = [] + + for yy in _.split(): + split += yy.split('=') + + found = np.any([xx in batch for xx in split]) + + # print(var, batch, found, split) + + if found: + if equals: + xx[i] = '#SBATCH {}={}'.format(batch[0], var) + + else: + xx[i] = '#SBATCH {} {}'.format(batch[0], var) + + return xx + + if debug: + print('\n\n---- INPUT ----\n') + + for xx in custom: + print(xx) + + + ## Swap + custom = swap(custom) + + if debug: + print('\n\n---- OUTPUT ----\n') + + for xx in custom: + print(xx) + + + opath = root + '/custom/' + os.path.basename(script).split('.')[0] + + with open(opath, 'w') as f: + rest.remove('#!/bin/bash') + + to_write = custom + rest + + f.write('#!/bin/bash') + f.write('\n') + + for line in custom + rest: + f.write(line) + f.write('\n') + + print('\nWriting {}'.format(opath)) + + os.system(f'chmod 700 {opath}') + + +if __name__ == '__main__': + # /cosma/home/durham/dc-wils7/DESI/bin/gold_pipeline + parser = argparse.ArgumentParser(description='Customise pipeline submission scripts.') + parser.add_argument('-s', '--script', help='Script to customise.', type=str, default=None) + parser.add_argument('-q', '--queue', help='Queue for submission.', type=str, default=None) + parser.add_argument('-m', '--memory', help='Node memory usage [GB].', type=str, default=None) + parser.add_argument('-t', '--time', help='Job time to request.', type=str, default=None) + parser.add_argument('--script_log', help='Job log path.', type=str, default=None) + parser.add_argument('-a', '--account', help='Account for submission.', type=str, default=None) + parser.add_argument('-n', '--nodes', help='Nodes to request.', type=int, default=None) + + args = parser.parse_args() + script = args.script + + customise_script(args) + + print('\n\nDone.\n\n') diff --git a/src/lumfn/summary_stats.py b/src/lumfn/summary_stats.py new file mode 100644 index 00000000..ea878e80 --- /dev/null +++ b/src/lumfn/summary_stats.py @@ -0,0 +1,121 @@ +import os +import sys +import argparse +import subprocess +import numpy as np + +from astropy.io import ascii +from astropy.table import Table +from ddp import tmr_DDP1, tmr_DDP2, tmr_DDP3 +from delta8_limits import delta8_tier, d8_limits +from findfile import findfile, fetch_header + + +parser = argparse.ArgumentParser(description='Generate Summary Stats') +parser.add_argument('-s', '--survey', help='Select survey', default='gama') + +args = parser.parse_args() +survey = args.survey + +fpath = findfile(ftype='ddp', survey=survey) +dat = Table.read(fpath) +names = ['ZMIN', 'ZMAX', 'VZ', 'DENS'] + +tmr_DDPs = [tmr_DDP1, tmr_DDP2, tmr_DDP3] + +result = Table() +rows = [] + +print('\n\n') + +rpath = findfile(ftype='randoms_bd_ddp_n8', dryrun=False, field='GALL', survey=survey, prefix='randoms_ddp1') + +print(f'Fetching {rpath}') + +for ddp, tmr_DDP in zip(np.arange(1, 4, 1), tmr_DDPs): + name = 'DDP{}_FULL8FRAC'.format(ddp) + value = fetch_header(fpath=rpath, name=name) + + row = [ddp, tmr_DDP[0], tmr_DDP[1]] + + for col in names: + row += [dat.meta['DDP{}_{}'.format(ddp, col)]] + + row += [dat.meta['DDP{}{}'.format(ddp, 'ZLIMS_NGAL')]] + row += [value] + + row = tuple(row) + + rows.append(row) + +names = ['DDP', 'MIN_M', 'MAX_M'] + names + ['ZLIMS_NGAL', 'DDP_FULL8FRAC'] +result = Table(rows=rows, names=names) + +result['ZLIMS_NGAL'] = result['ZLIMS_NGAL'] / 10**3 +result['VZ'] = result['VZ'] / 10**6 +result['DENS'] = result['DENS'] / 10**-3 + +for name in result.dtype.names: + result[name] = np.round(result[name], 4) + +opath = 'tables/Tab2.fits' +result.write(opath, format='fits', overwrite=True) + +result.rename_column('MIN_M', r'$M_{\rm Min.}$') +result.rename_column('MAX_M', r'$M_{\rm Max.}$') +result.rename_column('ZMIN', r'$z_{\rm Min.}$') +result.rename_column('ZMAX', r'$z_{\rm Max.}$') +result.rename_column('ZLIMS_NGAL', r'$N_{GAL} / 10^3$') +result.rename_column('VZ', r'$V_{\rm DDP}$ / 10^6$') +result.rename_column('DENS', r'$\rho_{\rm DDP} / 10^{-3}$') +result.rename_column('DDP_FULL8FRAC', r'Complete frac.') + +result.pprint() + +# https://arxiv.org/pdf/1409.4681.pdf +ascii.write(result, 'tables/Tab2.tex', Writer=ascii.Latex, latexdict=ascii.latex.latexdicts['AA'], overwrite=True) + +rows = [] + +rpath = findfile(ftype='randoms_bd_ddp_n8', dryrun=False, field='GALL', survey=survey, prefix='randoms_ddp1') +rand = Table.read(rpath) + +print('\n\n') + +for idx in np.arange(9): + nd8 = 0 + + for field in ['G9', 'G12', 'G15']: + # Number of galaxies in each density tier (across fields). + fpath = findfile(ftype='ddp_n8_d0', survey=survey, field=field, utier=idx) + dat = Table.read(fpath) + + nd8 += len(dat) / 1.e3 + + # 3-field. + volfrac = rand.meta['DDP1_d{}_VOLFRAC'.format(idx)] + volfrac_zp = rand.meta['DDP1_d{}_ZEROPOINT_VOLFRAC'.format(idx)] + + d8 = rand.meta['DDP1_d{}_TIERMEDd8'.format(idx)] + + rows.append(('d{}'.format(idx), d8_limits[idx][0], d8_limits[idx][1], nd8, volfrac, volfrac_zp, d8)) + +print('\n\n') + +# Generate Table 3 of McNaught-Roberts (2014). +names = np.array(['Label', r'Min. $\delta_8$', r'Max. $\delta_8$', '\# galaxies [1e3]', 'Vol. frac.', 'Zeropoint vol. frac.', r'$\langle \delta_8 \rangle$']) +result = Table(rows=rows, names=names) + +for name in names[1:]: + result[name] = result[name].data.astype(float) + result[name] = np.round(result[name], 4) + +result.pprint() + +opath = 'tables/Tab3.fits' +result.write(opath, format='fits', overwrite=True) + +# https://arxiv.org/pdf/1409.4681.pdf +ascii.write(result, 'tables/Tab3.tex', Writer=ascii.Latex, latexdict=ascii.latex.latexdicts['AA'], overwrite=True) + +print('\n\nDone.\n\n') diff --git a/src/lumfn/surface_brightness.py b/src/lumfn/surface_brightness.py new file mode 100644 index 00000000..c1573a2c --- /dev/null +++ b/src/lumfn/surface_brightness.py @@ -0,0 +1,7 @@ +import numpy as np + +def bn(n): + # https://en.wikipedia.org/wiki/Sérsic_profile + return 2. * n - 1./3. + 4./405./n + 46./25515./n/n # + ... + +def sersic() diff --git a/src/lumfn/tables/Tab2.tex b/src/lumfn/tables/Tab2.tex new file mode 100644 index 00000000..4d832836 --- /dev/null +++ b/src/lumfn/tables/Tab2.tex @@ -0,0 +1,11 @@ +\begin{table} +\begin{tabular}{ccccccccc} +\hline \hline +DDP & $M_{\rm Min.}$ & $M_{\rm Max.}$ & $z_{\rm Min.}$ & $z_{\rm Max.}$ & $V_{\rm DDP}$ / 10^6$ & $\rho_{\rm DDP} / 10^{-3}$ & $N_{GAL} / 10^3$ & Complete frac. \\ +\hline +1 & -21.8 & -20.1 & 0.019 & 0.2715 & 8.3384 & 6.1009 & 121.975 & 0.7797 \\ +2 & -20.6 & -19.3 & 0.0188 & 0.1936 & 3.1795 & 10.5656 & 76.273 & 0.7175 \\ +3 & -19.6 & -17.8 & 0.0188 & 0.1015 & 0.4822 & 19.2217 & 20.474 & 0.5031 \\ +\hline +\end{tabular} +\end{table} diff --git a/src/lumfn/tables/Tab3.tex b/src/lumfn/tables/Tab3.tex new file mode 100644 index 00000000..3cfab85f --- /dev/null +++ b/src/lumfn/tables/Tab3.tex @@ -0,0 +1,17 @@ +\begin{table} +\begin{tabular}{ccccccc} +\hline \hline +Label & Min. $\delta_8$ & Max. $\delta_8$ & \# galaxies [1e3] & Vol. frac. & Zeropoint vol. frac. & $\langle \delta_8 \rangle$ \\ +\hline +d0 & -1.0 & -0.75 & 2.448 & 0.2579 & 0.1987 & -0.895 \\ +d1 & -0.75 & -0.55 & 2.624 & 0.1092 & 0.1183 & -0.657 \\ +d2 & -0.55 & -0.4 & 3.08 & 0.0867 & 0.0938 & -0.4986 \\ +d3 & -0.4 & 0.0 & 10.614 & 0.1887 & 0.2041 & -0.2156 \\ +d4 & 0.0 & 0.7 & 17.971 & 0.1707 & 0.1843 & 0.3287 \\ +d5 & 0.7 & 1.6 & 19.289 & 0.1049 & 0.1129 & 1.1053 \\ +d6 & 1.6 & 2.9 & 17.896 & 0.0564 & 0.0606 & 2.1505 \\ +d7 & 2.9 & 4.0 & 7.556 & 0.0156 & 0.0167 & 3.3827 \\ +d8 & 4.0 & 10000.0 & 7.969 & 0.0098 & 0.0105 & 5.0958 \\ +\hline +\end{tabular} +\end{table} diff --git a/src/lumfn/test_allnb.py b/src/lumfn/test_allnb.py new file mode 100644 index 00000000..33b88196 --- /dev/null +++ b/src/lumfn/test_allnb.py @@ -0,0 +1,122 @@ +import os +import argparse +import papermill as pm + +from lumfn.bin.pipeline import pipeline +from tidyup import tidyup +from findfile import fetch_fields +from pathlib import Path + + +def test_allnbs(survey='gama', no_qa=False): + ''' + See https://docs.pytest.org/en/6.2.x/ + ''' + + # Working directory is $GITHUB_WORKSPACE + if 'GITHUB_ACTIONS' in os.environ: + os.environ['USER'] = 'Hal' + os.environ['GOLD_DIR'] = 'GAMA4/' + os.environ['GOLD_LOGS'] = 'GAMA4/logs/' + os.environ['RANDOMS_DIR'] = 'GAMA4/randoms/' + os.environ['RANDOMS_LOGS'] = 'GAMA4/randoms/logs/' + + os.environ['PATH'] = os.environ['GITHUB_WORKSPACE'] + ':' + os.environ['GITHUB_WORKSPACE'] + '/bin:' + os.environ['PATH'] + os.environ['PYTHONPATH'] = os.environ['GITHUB_WORKSPACE'] + ':' + os.environ['GITHUB_WORKSPACE'] + '/bin:' + os.environ['PATH'] + + Path(os.environ['GOLD_LOGS']).mkdir(parents=True, exist_ok=True) + Path(os.environ['RANDOMS_LOGS']).mkdir(parents=True, exist_ok=True) + + if no_qa | ('GITHUB_ACTIONS' in os.environ): + pipeline(use_sbatch=False, reset=False, nooverwrite=False, dryrun=True, survey='gama', freshclone=False, args=None) + + return 0 + + print('Running all tests.') + + if (survey != 'gama') and (survey != 'desi'): + raise NotImplementedError(f'No implementation for survey: {survey}') + + tidyup() + + run_randomqa(survey) + + run_goldqa(survey) + + run_delta8qa(survey) + + print('Done.') + + return 0 + +def run_randomqa(survey): + fields = fetch_fields(survey) + + print(fields) + + for field in fields: + print('Running random QA for field {}'.format(field)) + + pm.execute_notebook('docs/nb/randoms_n8_qa.ipynb',\ + 'test/pm_randoms_n8_{}_qa.ipynb'.format(field),\ + parameters=dict(field=field,survey=survey),\ + kernel='lumfn',\ + ) + +def run_goldqa(survey): + print('Running gold QA') + + tests = ['zmax_catQA', 'kE_catQA', 'ddp_QA', 'lumfn', 'delta8_qa'] + + for test in tests: + try: + pm.execute_notebook('docs/nb/{}.ipynb'.format(test),\ + 'test/pm_{}.ipynb'.format(test),\ + parameters=dict(survey=survey),\ + kernel='lumfn',\ + ) + + except: + print('Failed on {} test with error: '.format(test)) + #print(E) + + ''' + pm.execute_notebook('docs/nb/kE_catQA.ipynb',\ + 'test/pm_kE_catQA.ipynb',\ + kernel='lumfn',\ + ) + + pm.execute_notebook('docs/nb/ddp_QA.ipynb',\ + 'test/pm_ddp_QA.ipynb',\ + kernel='lumfn',\ + ) + + pm.execute_notebook('docs/nb/lumfn.ipynb',\ + 'test/pm_lumfn.ipynb',\ + kernel='lumfn',\ + ) + + pm.execute_notebook('docs/nb/delta8_qa.ipynb',\ + 'test/pm_delta8_qa.ipynb',\ + kernel='lumfn',\ + ) + ''' + # jack knife qa. + # d8 LF. + # desi qa. + +def run_delta8qa(survey): + fields = fetch_fields(survey) + + for field in fields: + print('Running delta8 QA for field {}'.format(field)) + + pm.execute_notebook('docs/nb/d8LF_qa.ipynb',\ + 'test/pm_delta8_qa_{}.ipynb'.format(field),\ + parameters=dict(field=field, survey=survey),\ + kernel='lumfn',\ + ) + +if __name__ == '__main__': + # python3 -m pytest test_allnb.py + test_allnbs(no_qa=False) diff --git a/src/lumfn/tidyup.py b/src/lumfn/tidyup.py new file mode 100644 index 00000000..a8c8589e --- /dev/null +++ b/src/lumfn/tidyup.py @@ -0,0 +1,32 @@ +import os +import sys +import yaml + +from findfile import file_check, findfile, fetch_header, supported +from config import smart_open, CustomDumper + +def diagnose(): + result = fetch_header(allsupported=True) + + for key in result.keys(): + with smart_open() as fh: + yaml.dump(result[key], fh, default_flow_style=False, sort_keys=False) + fh.write('\n') + +def summary(fpath=None): + if not fpath: + fpath = findfile('summary_log') + + smart_open(fpath) + + diagnose() + + file_check() + +def tidyup(): + summary() + +if __name__ == '__main__': + tidyup() + + print('\n\nDone.\n\n') diff --git a/src/lumfn/tmr_ecorr.py b/src/lumfn/tmr_ecorr.py new file mode 100644 index 00000000..84a80e54 --- /dev/null +++ b/src/lumfn/tmr_ecorr.py @@ -0,0 +1,38 @@ +import numpy as np + +from data.ke_params import * + +def tmr_ecorr(redshift, restframe_colour, aall=False): + if aall: + result = -Qall*redshift + + else: + result = np.zeros_like(redshift) + result[restframe_colour > redblue_split] = -Qred*redshift[restframe_colour > redblue_split] + result[restframe_colour <= redblue_split] = -Qblue*redshift[restframe_colour <= redblue_split] + + return result + +def tmr_q(restframe_colour, aall=False): + if aall: + result = Qall * np.ones_like(restframe_colour) + + else: + result = np.zeros_like(restframe_colour) + result[restframe_colour > redblue_split] = Qred + result[restframe_colour <= redblue_split] = Qblue + + return result + + +if __name__ == '__main__': + import numpy as np + + + zs = np.arange(0.0, 1.0, 0.01) + cols = 0.5 * np.ones_like(zs) + + Es = tmr_ecorr(zs, cols, aall=False) + Qs = tmr_q(cols, aall=True) + + print(Qs) diff --git a/src/lumfn/tmr_kcorr.py b/src/lumfn/tmr_kcorr.py new file mode 100644 index 00000000..9cde9aab --- /dev/null +++ b/src/lumfn/tmr_kcorr.py @@ -0,0 +1,73 @@ +import numpy as np + +from pkg_resources import resource_filename + + +class tmr_kcorr(): + ''' + See: https://arxiv.org/pdf/1409.4681.pdf + https://arxiv.org/pdf/1701.06581.pdf + ''' + + def __init__(self): + self.z0 = 0.0 + + self.raw_dir = resource_filename('lumfn', 'data/') + self.raw = np.loadtxt(self.raw_dir + '/tmr_kcorr.txt') + self.base = 4 - np.arange(0, 5, 1) + + self.ncol = len(self.raw[:,0]) + + def ref_eval(self, ref_gmr, zz): + ''' + TMR r-band kcorrection at z reference 0.0 + ''' + + zz = np.atleast_1d(zz) + ref_gmr = np.atleast_1d(ref_gmr) + + idx = np.digitize(ref_gmr, bins=self.raw[:,0], right=True) + idx[idx >= self.ncol] = (self.ncol - 1) + + aa = self.raw[idx, 1:] + zz = np.exp(np.log(zz)[:,None] * self.base[None,:]) + res = aa * zz + res = np.sum(res, axis=1) + + return res + +def plot(): + import pylab as pl + import matplotlib.pyplot as plt + + + x = tmr_kcorr() + + ref_gmrs = [0.158, 0.298, 0.419, 0.553, 0.708, 0.796, 0.960] + zs = np.arange(0.01, 0.801, 0.01) + + fig, axes = plt.subplots(1,2, figsize=(15,5)) + + colors = plt.rcParams['axes.prop_cycle'].by_key()['color'] + + for ref_gmr, color in zip(ref_gmrs, colors): + rks = x.ref_eval(ref_gmr, zs) + + axes[0].plot(zs, rks, '-', c=color, alpha=0.75, label='ref. $(g-r)$: {:.3f}'.format(ref_gmr)) + + axes[0].set_ylabel(r"$^{0.0}K_r(z)$") + axes[1].set_ylabel(r"$^{0.0}K_g(z)$") + + for ax in axes: + ax.set_xlabel(r"$z$") + ax.set_xlim(-0.01, 0.5) + ax.set_ylim(-0.21, 1.2) + + ax.legend(loc=2, frameon=False, fontsize=8) + + pl.savefig('test.pdf') + + + + + diff --git a/src/lumfn/utils.py b/src/lumfn/utils.py new file mode 100644 index 00000000..fc781e64 --- /dev/null +++ b/src/lumfn/utils.py @@ -0,0 +1,22 @@ +from subprocess import check_output + + +def run_command(cmd, noid=False): + print('Command: {}'.format(cmd)) + + cmd = cmd.split() + + env = {} + + # env.update(os.environ) + # print('Calling ...') + out = check_output(cmd) + out = out.decode('utf-8') + out = out.replace('\n', '') + + if noid: + out=0 + + out = int(out) + + return out diff --git a/src/lumfn/vmaxer.py b/src/lumfn/vmaxer.py new file mode 100644 index 00000000..86afa7a2 --- /dev/null +++ b/src/lumfn/vmaxer.py @@ -0,0 +1,119 @@ +import numpy as np + +from astropy.table import Table, vstack +from cosmo import volcom +from bitmask import lumfn_mask, consv_mask, update_bit +from volfracs import volfracs +from findfile import findfile, fetch_fields, write_desitable +from params import fillfactor_threshold +from volfracs import eval_volavg_fillfactor + + +def vmaxer_rand(survey='gama', ftype='randoms_bd_ddp_n8', dryrun=False, prefix='randoms_ddp1', bitmasks=['IN_D8LUMFN'], conservative=False, write=False): + fields = fetch_fields(survey=survey) + + rpaths = [findfile(ftype=ftype, dryrun=dryrun, field=ff, survey=survey, prefix=prefix) for ff in fields] + rand = vstack([Table.read(xx) for xx in rpaths]) + + update_bit(rand['IN_D8LUMFN'], lumfn_mask, 'FILLFACTOR', rand['FILLFACTOR'].data < fillfactor_threshold) + + rand = volfracs(rand, bitmasks=bitmasks) + + # HACK SURVEYHACK + assert survey == 'gama' + + print('\n\n') + + for key in rand.meta.keys(): + print(key, rand.meta[key]) + + print('\n\n') + + if write: + opath = findfile(ftype=ftype, dryrun=dryrun, field='GALL', survey=survey, prefix=prefix) + + print(f'Writing {opath}') + + write_desitable(opath, rand) + + return rand + +def vmaxer(dat, zmin, zmax, extra_cols=[], fillfactor=True, bitmasks=['IN_D8LUMFN'], tier=None): + assert dat['ZSURV'].min() <= zmin + assert dat['ZSURV'].max() >= zmax + + # Columns to be propagated + extra_cols += ['FIELD', 'MALL_0P0', 'MCOLOR_0P0', 'FIELD', 'IN_D8LUMFN', 'RA', 'DEC', 'DDPMALL_0P0'] + extra_cols += ['FILLFACTOR', 'REST_GMR_0P1_INDEX'] + + + if 'STEPWISE_BRIGHTLIM_0P0' in dat.dtype.names: + extra_cols += ['STEPWISE_BRIGHTLIM_0P0', 'STEPWISE_FAINTLIM_0P0'] + + + if 'WEIGHT_STEPWISE' in dat.dtype.names: + extra_cols += ['WEIGHT_STEPWISE'] + + cols = ['ZSURV', 'ZMIN', 'ZMAX'] + extra_cols + cols = list(set(cols)) + + print('Solving for VMAX catalog.') + + result = Table(dat[cols], copy=True) + result.meta = dat.meta + + # Apply redshift limits. + result = result[result['ZSURV'] >= zmin] + result = result[result['ZSURV'] <= zmax] + + print('VMAX catalog cut to {:.6f} <= z <= {:.6f}.'.format(zmin, zmax)) + + # First, define vmaxes on vl1 redshift limits. + result['ZMIN'] = np.clip(result['ZMIN'], zmin, None) + result['ZMAX'] = np.clip(result['ZMAX'], None, zmax) + + area = dat.meta['AREA'] + + result['VZ'] = volcom(result['ZSURV'], area) + result['VZ'] -= volcom(result['ZMIN'], area) + + result['VMAX'] = volcom(result['ZMAX'], area) + result['VMAX'] -= volcom(result['ZMIN'], area) + + # Apply bitmask cut. + for bmask in bitmasks: + isin = result[bmask] == 0 + result = result[isin] + + print(bmask, np.mean(isin)) + + # New limits of subset. + zmin = result['ZSURV'].min() + zmax = result['ZSURV'].max() + + VV = volcom(zmax, area) - volcom(zmin, area) + + print('Retrieved area {:.4f} [sq. deg.]'.format(area)) + + # Include impact of e.g. bitmask cuts on these quantities. + result.meta.update({'FORCE_ZMIN': zmin,\ + 'FORCE_ZMAX': zmax,\ + 'FORCE_VOL': VV}) + + # Was fillfactor applied? + result.meta['FILLFACTOR'] = fillfactor + + if fillfactor: + # HACK SURVEYHACK + result['FILLFACTOR_VMAX'] = eval_volavg_fillfactor(result,\ + survey='gama',\ + ftype='randoms_bd_ddp_n8',\ + dryrun=False,\ + prefix='randoms_ddp1',\ + write=False,\ + tier=tier) + + result['VZ'] *= result['FILLFACTOR_VMAX'] + result['VMAX'] *= result['FILLFACTOR_VMAX'] + + return result diff --git a/src/lumfn/volfracs.py b/src/lumfn/volfracs.py new file mode 100644 index 00000000..51556aa7 --- /dev/null +++ b/src/lumfn/volfracs.py @@ -0,0 +1,196 @@ +import numpy as np +import runtime + +from delta8_limits import d8_limits +from params import fillfactor_threshold +from scipy.interpolate import interp1d +from cosmo import volcom +from ddp_zlimits import ddp_zlimits +from astropy.table import Table, vstack +from findfile import findfile, fetch_fields, gather_cat +from ddp import tmr_DDP1 + + +def volavg_fillfactor(survey='gama', ftype='randoms_bd_ddp_n8', dryrun=False, prefix='randoms_ddp1', write=False, tier=None, pprint=False, self_count=False): + print(f'\n\nSolving volume average fillfactor with self_count: {self_count}.') + + fields = fetch_fields(survey) + + rpaths = [findfile(ftype=ftype, dryrun=dryrun, field=ff, survey=survey, prefix=prefix) for ff in fields] + rand = gather_cat(rpaths) + nrand = len(rand) + + ## + idx = np.argsort(rand['Z']) + sorted_rand = Table(rand, copy=True)[idx] + + del rand + + print('\n\nRandoms {:.6f} <= z <= {:.6f}'.format(sorted_rand['Z'].min(), sorted_rand['Z'].max())) + + dbin = 1.e-3 + + zlo = ddp_zlimits['DDP1'][0] + zhi = ddp_zlimits['DDP1'][1] + + bins = np.arange(zlo, zhi + dbin, dbin) + idx = np.digitize(sorted_rand['Z'], bins=bins) + + result = [] + + if self_count: + tcol = 'DDP1_DELTA8_TIER_ZEROPOINT' + + else: + tcol = 'DDP1_DELTA8_TIER' + + for i, bb in enumerate(bins): + sub = idx <= i + vfrac = 1. * np.count_nonzero(sub) / nrand + + sub &= (sorted_rand['FILLFACTOR'] > fillfactor_threshold) + + if tier != None: + sub &= (sorted_rand[tcol].data == tier) + + cfrac = 1. * np.count_nonzero(sub) / nrand + + midb = bb + dbin/2. + + result.append([midb, vfrac, cfrac]) + + del sorted_rand + + result = np.array(result) + result = Table(result, names=['Z', 'RANDFRAC', 'RANDFRAC_FILLFACTOR']) + + if pprint: + result.pprint() + + if write: + opath = findfile(ftype='volavg_fillfactor', dryrun=dryrun, field=field, survey=survey, prefix=prefix, utier=tier) + result.write(opath, format='fits', overwrite=True) + + vol_splint = interp1d(result['Z'], result['RANDFRAC'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False) + cut_splint = interp1d(result['Z'], result['RANDFRAC_FILLFACTOR'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False) + + del result + + return vol_splint, cut_splint + +def eval_volavg_fillfactor(dat, survey='gama', ftype='randoms_bd_ddp_n8', dryrun=False, prefix='randoms_ddp1', write=False, tier=None): + vol_splint, cut_splint = volavg_fillfactor(survey=survey, ftype=ftype, dryrun=dryrun, prefix=prefix, write=write, tier=tier, self_count=False) + + def _eval_volavg_fillfactor(zmax, zmin): + return (cut_splint(zmax) - cut_splint(zmin)) / (vol_splint(zmax) - vol_splint(zmin)) + + # Note: must match gen_ddp_cat.py; can distinguish per galaxy in a way renormalise_lf does not. + is_ddp1s = (dat['DDPMALL_0P0'] > tmr_DDP1[0]) & (dat['DDPMALL_0P0'] < tmr_DDP1[1]) + + if tier == None: + is_ddp1s = np.zeros(len(dat), dtype=bool) + + else: + ddp1_vol_splint, ddp1_cut_splint = volavg_fillfactor(survey=survey, ftype=ftype, dryrun=dryrun, prefix=prefix, write=write, tier=tier, self_count=True) + + def _eval_ddp1_volavg_fillfactor(zmax, zmin): + return (ddp1_cut_splint(zmax) - ddp1_cut_splint(zmin)) / (ddp1_vol_splint(zmax) - ddp1_vol_splint(zmin)) + + + result = [] + + for row, is_ddp1 in zip(dat, is_ddp1s): + if is_ddp1: + func = _eval_ddp1_volavg_fillfactor + else: + func = _eval_volavg_fillfactor + + result.append(func(row['ZMAX'], row['ZMIN'])) + + result = np.array(result) + + return result + +def volfracs(rand, bitmasks=['IN_D8LUMFN']): + ''' + Calculate volume fractions, typically used to rescale VMAX from solid angle and + (DDP1) redshift defined to account for e.g. density restrictions and sphere completeness + restrictions. + + Note: + At the minute, IN_d8LUMFN is restricted to a fillfactor cut. As the correction to VMAX + due to this cut is zmax dependent, we correct the individual galaxy zmaxs for this. Therefore, + The volume correction for the randoms should be restricted to a strict d8 volume, having applied + the fillfactor cut to the randoms already. Otherwise, we double count this effect (approximately). + ''' + utiers = np.unique(rand['DDP1_DELTA8_TIER'].data) + utiers_zp = np.unique(rand['DDP1_DELTA8_TIER_ZEROPOINT'].data) + + utiers = utiers[utiers >= 0] + utiers_zp = utiers_zp[utiers_zp >= 0] + + print('Unique tiers: {}'.format(utiers)) + + # Limit randoms to DDP1 redshift limits. + ddp1_rand = rand[rand['DDPZLIMS'][:,0] == 1] + + print('DDP1 randoms: {:.6f} < z < {:.6f}'.format(ddp1_rand['Z'].min(), ddp1_rand['Z'].max())) + + for idx in range(3): + ddp_idx = idx + 1 + + # Within a given DDP z limits. + sub = rand[rand['DDPZLIMS'][:,idx] == 1] + + rand.meta['DDP{}_FULL8FRAC'.format(ddp_idx)] = np.mean(sub['FILLFACTOR'] > fillfactor_threshold) + + for bm in bitmasks: + isin = (ddp1_rand[bm].data == 0) + + # At least a cut on sphere completeness. + ddp1_rand = ddp1_rand[isin] + + print(bm, np.mean(isin)) + + for ut in range(len(d8_limits)): + print() + + in_tier = (ddp1_rand['DDP1_DELTA8_TIER'].data == ut) + + # print(ut, d8_limits[ut], np.mean(d8_limits[ut])) + + if np.count_nonzero(in_tier) > 0: + rand.meta['DDP1_d{}_VOLFRAC'.format(ut)] = '{:.6f}'.format(np.mean(in_tier)) + rand.meta['DDP1_d{}_TIERMEDd8'.format(ut)] = '{:.6f}'.format(np.mean(ddp1_rand['DDP1_DELTA8'].data[in_tier])) + + else: + rand.meta['DDP1_d{}_VOLFRAC'.format(ut)] = '{:.6f}'.format(0.0) + rand.meta['DDP1_d{}_TIERMEDd8'.format(ut)] = '{:.6f}'.format(np.mean(d8_limits[ut])) + + print('DDP1_d{}_VOLFRAC OF {} added.'.format(ut, rand.meta['DDP1_d{}_VOLFRAC'.format(ut)])) + print('DDP1_d{}_TIERMED d8 OF {} added.'.format(ut, rand.meta['DDP1_d{}_TIERMEDd8'.format(ut)])) + + # Zero point. + in_tier = (ddp1_rand['DDP1_DELTA8_TIER_ZEROPOINT'].data == ut) + + if np.count_nonzero(in_tier) > 0: + rand.meta['DDP1_d{}_ZEROPOINT_VOLFRAC'.format(ut)] = '{:.6f}'.format(np.mean(in_tier)) + rand.meta['DDP1_d{}_ZEROPOINT_TIERMEDd8'.format(ut)] = '{:.6}'.format(np.mean(ddp1_rand['DDP1_DELTA8_ZEROPOINT'].data[in_tier])) + + else: + rand.meta['DDP1_d{}_ZEROPOINT_VOLFRAC'.format(ut)] = '{:.6f}'.format(0.0) + rand.meta['DDP1_d{}_ZEROPOINT_TIERMEDd8'.format(ut)] = '{:.6f}'.format(np.mean(d8_limits[ut])) + + print('DDP1_d{}_ZEROPOINT_VOLFRAC OF {:.10f} added.'.format(ut, np.mean(in_tier))) + print('DDP1_d{}_ZEROPOINT_TIERMED d8 OF {} added.'.format(ut, rand.meta['DDP1_d{}_ZEROPOINT_TIERMEDd8'.format(ut)])) + + return rand + + +if __name__ == '__main__': + fpath = findfile(ftype='randoms_bd_ddp_n8', dryrun=False, field='GALL', survey='gama', prefix='randoms_ddp1') + + rand = Table.read('/cosma5/data/durham/dc-wils7/GAMA4/randoms/randoms_ddp1_bd_ddp_n8_GALL_0.fits') + rand.pprint() + + volavg_fillfactor(rand) From 3caf244a79882798207609cec757e7ea9f007afa Mon Sep 17 00:00:00 2001 From: Michael J Wilson Date: Fri, 10 Jun 2022 10:17:36 +0100 Subject: [PATCH 03/10] Updated changes for pypi build. --- docs/changes.rst | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/docs/changes.rst b/docs/changes.rst index 7a946208..ff68442a 100644 --- a/docs/changes.rst +++ b/docs/changes.rst @@ -36,10 +36,12 @@ DESI Change Log * Params file for sphere radius and oversample realisation number (PR `#196`_). * Add 'spawn' context to prevent pool hangs. TBD if effective (PR `#197`_). * Add zmax optimisation refinements, brent with only a guess at bracketing interval and Nelder-Mead (PR `#198`_). - +* (Test-pypi) package build (PR `#203`_). + .. _`#196`: https://github.com/SgmAstro/DESI/pull/196 .. _`#197`: https://github.com/SgmAstro/DESI/pull/197 .. _`#198`: https://github.com/SgmAstro/DESI/pull/198 +.. _`#203`: https://github.com/SgmAstro/DESI/pull/203 5.0.1 (2022-April-27) ------------------- From 0840939fd47a94b9405cd09a73e975a4339802c9 Mon Sep 17 00:00:00 2001 From: Michael J Wilson Date: Fri, 10 Jun 2022 10:20:17 +0100 Subject: [PATCH 04/10] adding deleted (moved) files. --- IO/__init__.py | 0 IO/__pycache__/__init__.cpython-37.pyc | Bin 144 -> 0 bytes IO/__pycache__/__init__.cpython-39.pyc | Bin 148 -> 0 bytes IO/full_cols.txt | 119 -- rest_gmr.py | 73 - submit.py | 158 -- test/pm_ddp_QA.ipynb | 869 --------- test/pm_delta8_qa.ipynb | 1256 ------------ test/pm_delta8_qa_G12.ipynb | 1163 ----------- test/pm_delta8_qa_G15.ipynb | 1169 ----------- test/pm_delta8_qa_G9.ipynb | 1169 ----------- test/pm_kE_catQA.ipynb | 922 --------- test/pm_lumfn.ipynb | 699 ------- test/pm_randoms_n8_G12_qa.ipynb | 2463 ------------------------ test/pm_randoms_n8_G15_qa.ipynb | 2463 ------------------------ test/pm_randoms_n8_G9_qa.ipynb | 2463 ------------------------ test/pm_zmax_catQA.ipynb | 1225 ------------ test_allnb.py | 119 -- tests/pm_ddp_QA.ipynb | 869 --------- tests/pm_delta8_qa.ipynb | 1256 ------------ tests/pm_delta8_qa_G12.ipynb | 1163 ----------- tests/pm_delta8_qa_G15.ipynb | 1169 ----------- tests/pm_delta8_qa_G9.ipynb | 1169 ----------- tests/pm_kE_catQA.ipynb | 922 --------- tests/pm_lumfn.ipynb | 699 ------- tests/pm_randoms_n8_G12_qa.ipynb | 2463 ------------------------ tests/pm_randoms_n8_G15_qa.ipynb | 2463 ------------------------ tests/pm_randoms_n8_G9_qa.ipynb | 2463 ------------------------ tests/pm_zmax_catQA.ipynb | 1225 ------------ tidyup.py | 32 - tmr_ecorr.py | 38 - tmr_kcorr.py | 73 - utils.py | 22 - vmaxer.py | 119 -- volfracs.py | 196 -- 35 files changed, 32671 deletions(-) delete mode 100644 IO/__init__.py delete mode 100644 IO/__pycache__/__init__.cpython-37.pyc delete mode 100644 IO/__pycache__/__init__.cpython-39.pyc delete mode 100644 IO/full_cols.txt delete mode 100644 rest_gmr.py delete mode 100644 submit.py delete mode 100644 test/pm_ddp_QA.ipynb delete mode 100644 test/pm_delta8_qa.ipynb delete mode 100644 test/pm_delta8_qa_G12.ipynb delete mode 100644 test/pm_delta8_qa_G15.ipynb delete mode 100644 test/pm_delta8_qa_G9.ipynb delete mode 100644 test/pm_kE_catQA.ipynb delete mode 100644 test/pm_lumfn.ipynb delete mode 100644 test/pm_randoms_n8_G12_qa.ipynb delete mode 100644 test/pm_randoms_n8_G15_qa.ipynb delete mode 100644 test/pm_randoms_n8_G9_qa.ipynb delete mode 100644 test/pm_zmax_catQA.ipynb delete mode 100644 test_allnb.py delete mode 100644 tests/pm_ddp_QA.ipynb delete mode 100644 tests/pm_delta8_qa.ipynb delete mode 100644 tests/pm_delta8_qa_G12.ipynb delete mode 100644 tests/pm_delta8_qa_G15.ipynb delete mode 100644 tests/pm_delta8_qa_G9.ipynb delete mode 100644 tests/pm_kE_catQA.ipynb delete mode 100644 tests/pm_lumfn.ipynb delete mode 100644 tests/pm_randoms_n8_G12_qa.ipynb delete mode 100644 tests/pm_randoms_n8_G15_qa.ipynb delete mode 100644 tests/pm_randoms_n8_G9_qa.ipynb delete mode 100644 tests/pm_zmax_catQA.ipynb delete mode 100644 tidyup.py delete mode 100644 tmr_ecorr.py delete mode 100644 tmr_kcorr.py delete mode 100644 utils.py delete mode 100644 vmaxer.py delete mode 100644 volfracs.py diff --git a/IO/__init__.py b/IO/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/IO/__pycache__/__init__.cpython-37.pyc b/IO/__pycache__/__init__.cpython-37.pyc deleted file mode 100644 index f3db99bcec7ee788bf9a286801ff3520cce01acc..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 144 zcmZ?b<>g`kf(@H_l0fuh5CH>>K!yVl7qb9~6oz01O-8?!3`HPe1o6vKKRqWuDKSSs zBR@B_SU*=kH>*4|r#L@PKP9y|Q{TxwSU)&1SKq}o*i%0PO2Tq$j?B`004s^AvOR2 diff --git a/IO/__pycache__/__init__.cpython-39.pyc b/IO/__pycache__/__init__.cpython-39.pyc deleted file mode 100644 index efaab2e1aa063b9281d490def3b542d12e869d02..0000000000000000000000000000000000000000 GIT binary patch literal 0 HcmV?d00001 literal 148 zcmYe~<>g`kf(@H_l0fuh5P=LBfgA@QE@lA|DGb33nv8xc8Hzx{2;!HeetJ%RQeuvN zMt*K;v3{<8ZdQ3_PH}#oeoAU_roNMVuzql2uD*+Fu%~`zzJ7dsW?p7Ve7s&k0RW+RAyohX diff --git a/IO/full_cols.txt b/IO/full_cols.txt deleted file mode 100644 index 36ea78fb..00000000 --- a/IO/full_cols.txt +++ /dev/null @@ -1,119 +0,0 @@ -RA -DEC -TARGETID -PRIORITY_INIT -ZWARN_MTL -TARGET_STATE -TIMESTAMP -LOCATION -TILEID -TILELOCID -CHI2 -COEFF -Z -ZERR -ZWARN -NPIXELS -SPECTYPE -SUBTYPE -NCOEFF -DELTACHI2 -FIBER -COADD_FIBERSTATUS -FIBERASSIGN_X -FIBERASSIGN_Y -COADD_NUMEXP -COADD_EXPTIME -COADD_NUMNIGHT -MEAN_DELTA_X -RMS_DELTA_X -MEAN_DELTA_Y -RMS_DELTA_Y -MEAN_PSF_TO_FIBER_SPECFLUX -TSNR2_ELG_B -TSNR2_LYA_B -TSNR2_BGS_B -TSNR2_QSO_B -TSNR2_LRG_B -TSNR2_ELG_R -TSNR2_LYA_R -TSNR2_BGS_R -TSNR2_QSO_R -TSNR2_LRG_R -TSNR2_ELG_Z -TSNR2_LYA_Z -TSNR2_BGS_Z -TSNR2_QSO_Z -TSNR2_LRG_Z -TSNR2_ELG -TSNR2_LYA -TSNR2_BGS -TSNR2_QSO -TSNR2_LRG -SV3_DESI_TARGET -SV3_BGS_TARGET -SV3_MWS_TARGET -RELEASE -BRICKID -BRICKNAME -BRICK_OBJID -MORPHTYPE -EBV -FLUX_G -FLUX_R -FLUX_Z -FLUX_IVAR_G -FLUX_IVAR_R -FLUX_IVAR_Z -MW_TRANSMISSION_G -MW_TRANSMISSION_R -MW_TRANSMISSION_Z -FRACFLUX_G -FRACFLUX_R -FRACFLUX_Z -FRACMASKED_G -FRACMASKED_R -FRACMASKED_Z -FRACIN_G -FRACIN_R -FRACIN_Z -NOBS_G -NOBS_R -NOBS_Z -PSFDEPTH_G -PSFDEPTH_R -PSFDEPTH_Z -GALDEPTH_G -GALDEPTH_R -GALDEPTH_Z -FLUX_W1 -FLUX_W2 -FLUX_IVAR_W1 -FLUX_IVAR_W2 -MW_TRANSMISSION_W1 -MW_TRANSMISSION_W2 -ALLMASK_G -ALLMASK_R -ALLMASK_Z -FIBERFLUX_G -FIBERFLUX_R -FIBERFLUX_Z -FIBERTOTFLUX_G -FIBERTOTFLUX_R -FIBERTOTFLUX_Z -WISEMASK_W1 -WISEMASK_W2 -MASKBITS -PHOTSYS -NTILE -TILES -TILELOCIDS -LOCATION_ASSIGNED -TILELOCID_ASSIGNED -sort -COMP_TILE -rosette_number -rosette_r -FRACZ_TILELOCID -BITWEIGHTS -PROB_OBS diff --git a/rest_gmr.py b/rest_gmr.py deleted file mode 100644 index c8d37177..00000000 --- a/rest_gmr.py +++ /dev/null @@ -1,73 +0,0 @@ -import time -import numpy as np - -from smith_kcorr import GAMA_KCorrection -from scipy.optimize import brentq, minimize - - -def rest_gmr(kcorr_rfunc, kcorr_gfunc, z, gmr): - z = np.atleast_1d(z) - gmr = np.atleast_1d(gmr) - - def pred_gmr(x): - x = np.atleast_1d(x) - - # Here, x is the rest_color to be solved for in the native - # reference, i.e. z=0.1 for AJS. - return x + kcorr_gfunc(z, x) - kcorr_rfunc(z, x) - - def diff(x): - result = gmr - pred_gmr(x) - return result[0] - - def absdiff(x): - return np.abs(diff(x)) - - warn = 0 - - try: - # rest color limits. - result = brentq(diff, -2.5, 10.0) - - except ValueError as VE: - warn = 1 - result = -99. # np.nan - - # Brent method fails, requires sign change across boundaries. - result = minimize(absdiff, 1.5) - - if result.success: - result = result.x[0] - warn = 0 - - else: - warn = 2 - result = -99. # np.nan - - return result, warn - -def smith_rest_gmr(zs, gmrs, debug=True): - kcorr_r = GAMA_KCorrection(band='R') - kcorr_g = GAMA_KCorrection(band='G') - - result = [] - - start = time.time() - - if debug: - print('Solving for rest gmr.') - - for i, (z, gmr) in enumerate(zip(zs, gmrs)): - interim, warn = rest_gmr(kcorr_r.k, kcorr_g.k, z, gmr) - - result.append([interim, warn]) - - if (i % 500 == 0) & debug: - runtime = (time.time() - start) / 60. - - print('{:.3f}% complete after {:.2f} mins.'.format(100. * i / len(zs), runtime)) - - result = np.array(result) - - return result[:,0], result[:,1] - diff --git a/submit.py b/submit.py deleted file mode 100644 index 6e7a41cb..00000000 --- a/submit.py +++ /dev/null @@ -1,158 +0,0 @@ -import os -import argparse -import numpy as np - - -def customise_script(args, debug=False): - script = args.script - queue = args.queue - memory = args.memory - time = args.time - script_log = args.script_log - account = args.account - nodes = args.nodes - - root = os.environ['CODE_ROOT'] + '/bin/' - - supported = ['gold_pipeline',\ - 'gold_d8_pipeline',\ - 'rand_pipeline',\ - 'rand_d8_pipeline',\ - 'rand_ddp1_d8_pipeline',\ - 'rand_ddp1_pipeline'] - - if script == None: - for script in supported: - args.script = root + script - - customise_script(args) - - return 0 - - else: - assert root in script, f'Error on {script}' - - if script_log == None: - # TODO: findfile - ss = os.path.basename(script).split('.')[0] - - if 'rand' in script: - log = os.environ['HOME'] + f'/data/GAMA4/randoms/logs/{ss}.log' - else: - log = os.environ['HOME'] + f'/data/GAMA4/logs/{ss}.log' - else: - log = script_log - - ## - ff = open(f'/{script}') - ff = ff.read() - ff = ff.split('\n') - ff = [x.rstrip() for x in ff] - - custom = [x for x in ff if '#SBATCH' in x] - rest = [x for x in ff if '#SBATCH' not in x] - - # - # -- Example -- - # - #SBATCH -p cordelia - #SBATCH --mem=20G - #SBATCH -t 02:00:00 - #SBATCH -o /cosma/home/durham/dc-wils7/data/GAMA4/logs/gold_pipeline.log - #SBATCH -A durham - #SBATCH --nodes=1 - #SBATCH --ntasks-per-node=1 - #SBATCH --open-mode=append - - def swap(xx): - args = {'queue': {'sbatch': ['-p', '--partition'], 'arg': queue, 'equals': False}, - 'memory': {'sbatch': ['--mem'], 'arg': memory, 'equals': True}, - 'time': {'sbatch': ['-t'], 'arg': time, 'equals': False}, - 'account': {'sbatch': ['-A'], 'arg': account, 'equals': False}, - 'log': {'sbatch': ['-o'], 'arg': log, 'equals': False}, - 'nodes': {'sbatch': ['--nodes'], 'arg': nodes, 'equals': True}} - - if debug: - print('\n\n... Swapping ...') - - for i, _ in enumerate(xx): - for arg in sorted(args.keys()): - var = args[arg]['arg'] - batch = np.atleast_1d(args[arg]['sbatch']) - equals = args[arg]['equals'] - - if (var != None): - if arg == 'memory': - var += 'G' - - split = [] - - for yy in _.split(): - split += yy.split('=') - - found = np.any([xx in batch for xx in split]) - - # print(var, batch, found, split) - - if found: - if equals: - xx[i] = '#SBATCH {}={}'.format(batch[0], var) - - else: - xx[i] = '#SBATCH {} {}'.format(batch[0], var) - - return xx - - if debug: - print('\n\n---- INPUT ----\n') - - for xx in custom: - print(xx) - - - ## Swap - custom = swap(custom) - - if debug: - print('\n\n---- OUTPUT ----\n') - - for xx in custom: - print(xx) - - - opath = root + '/custom/' + os.path.basename(script).split('.')[0] - - with open(opath, 'w') as f: - rest.remove('#!/bin/bash') - - to_write = custom + rest - - f.write('#!/bin/bash') - f.write('\n') - - for line in custom + rest: - f.write(line) - f.write('\n') - - print('\nWriting {}'.format(opath)) - - os.system(f'chmod 700 {opath}') - - -if __name__ == '__main__': - # /cosma/home/durham/dc-wils7/DESI/bin/gold_pipeline - parser = argparse.ArgumentParser(description='Customise pipeline submission scripts.') - parser.add_argument('-s', '--script', help='Script to customise.', type=str, default=None) - parser.add_argument('-q', '--queue', help='Queue for submission.', type=str, default=None) - parser.add_argument('-m', '--memory', help='Node memory usage [GB].', type=str, default=None) - parser.add_argument('-t', '--time', help='Job time to request.', type=str, default=None) - parser.add_argument('--script_log', help='Job log path.', type=str, default=None) - parser.add_argument('-a', '--account', help='Account for submission.', type=str, default=None) - parser.add_argument('-n', '--nodes', help='Nodes to request.', type=int, default=None) - - args = parser.parse_args() - script = args.script - - customise_script(args) - - print('\n\nDone.\n\n') diff --git a/test/pm_ddp_QA.ipynb b/test/pm_ddp_QA.ipynb deleted file mode 100644 index 7e97b152..00000000 --- a/test/pm_ddp_QA.ipynb +++ /dev/null @@ -1,869 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "454f30eb", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:50.968775Z", - "iopub.status.busy": "2022-03-01T13:09:50.967821Z", - "iopub.status.idle": "2022-03-01T13:09:50.971516Z", - "shell.execute_reply": "2022-03-01T13:09:50.972257Z" - }, - "papermill": { - "duration": 0.043649, - "end_time": "2022-03-01T13:09:50.972604", - "exception": false, - "start_time": "2022-03-01T13:09:50.928955", - "status": "completed" - }, - "tags": [ - "injected-parameters" - ] - }, - "outputs": [], - "source": [ - "# Parameters\n", - "survey = \"gama\"\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "7f160abd", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:51.016605Z", - "iopub.status.busy": "2022-03-01T13:09:51.015858Z", - "iopub.status.idle": "2022-03-01T13:09:52.206484Z", - "shell.execute_reply": "2022-03-01T13:09:52.205613Z" - }, - "papermill": { - "duration": 1.213936, - "end_time": "2022-03-01T13:09:52.206698", - "exception": false, - "start_time": "2022-03-01T13:09:50.992762", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "import glob\n", - "import pylab as pl\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import astropy.io.fits as fits\n", - "\n", - "from astropy.table import Table" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "fe20b415", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:52.248974Z", - "iopub.status.busy": "2022-03-01T13:09:52.248265Z", - "iopub.status.idle": "2022-03-01T13:09:52.251002Z", - "shell.execute_reply": "2022-03-01T13:09:52.250402Z" - }, - "papermill": { - "duration": 0.025096, - "end_time": "2022-03-01T13:09:52.251146", - "exception": false, - "start_time": "2022-03-01T13:09:52.226050", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "sys.path.append('{}/DESI'.format(os.environ['HOME']))" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "9e980be3", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:52.287693Z", - "iopub.status.busy": "2022-03-01T13:09:52.287045Z", - "iopub.status.idle": "2022-03-01T13:09:52.293804Z", - "shell.execute_reply": "2022-03-01T13:09:52.294433Z" - }, - "papermill": { - "duration": 0.027769, - "end_time": "2022-03-01T13:09:52.294591", - "exception": false, - "start_time": "2022-03-01T13:09:52.266822", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import pubplot\n", - "from findfile import findfile" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "9ca64213", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:52.328622Z", - "iopub.status.busy": "2022-03-01T13:09:52.328064Z", - "iopub.status.idle": "2022-03-01T13:09:52.331054Z", - "shell.execute_reply": "2022-03-01T13:09:52.331502Z" - }, - "papermill": { - "duration": 0.022425, - "end_time": "2022-03-01T13:09:52.331635", - "exception": false, - "start_time": "2022-03-01T13:09:52.309210", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "version = 'latest'\n", - "survey = 'gama'\n", - "dryrun = False" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "f6fe5c82", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:52.367058Z", - "iopub.status.busy": "2022-03-01T13:09:52.366513Z", - "iopub.status.idle": "2022-03-01T13:09:52.369706Z", - "shell.execute_reply": "2022-03-01T13:09:52.369175Z" - }, - "papermill": { - "duration": 0.024693, - "end_time": "2022-03-01T13:09:52.369823", - "exception": false, - "start_time": "2022-03-01T13:09:52.345130", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "def grab_ddplimit(fpath):\n", - " dat = fits.open(fpath)\n", - "\n", - " result = {}\n", - " \n", - " for key in ['RLIM', 'GMR_0P0', 'GMR_0P1', 'ALL']:\n", - " result[key] = dat[1].header[key]\n", - " \n", - " result['DATA'] = Table(dat[1].data)\n", - " result['COUNT'] = fpath.split('_')[-1].replace('.fits', '')\n", - " \n", - " return result" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "dbd85e95", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:52.400231Z", - "iopub.status.busy": "2022-03-01T13:09:52.399689Z", - "iopub.status.idle": "2022-03-01T13:09:52.589904Z", - "shell.execute_reply": "2022-03-01T13:09:52.590758Z" - }, - "papermill": { - "duration": 0.208802, - "end_time": "2022-03-01T13:09:52.591042", - "exception": false, - "start_time": "2022-03-01T13:09:52.382240", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/cosma/home/durham/dc-moor2/DESI\r\n" - ] - } - ], - "source": [ - "! pwd" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "8d67b017", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:52.646906Z", - "iopub.status.busy": "2022-03-01T13:09:52.646046Z", - "iopub.status.idle": "2022-03-01T13:09:52.652052Z", - "shell.execute_reply": "2022-03-01T13:09:52.651341Z" - }, - "papermill": { - "duration": 0.035759, - "end_time": "2022-03-01T13:09:52.652235", - "exception": false, - "start_time": "2022-03-01T13:09:52.616476", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "fpaths = glob.glob(os.environ['HOME'] + '/data/GAMA4/ddrp_limits/*.fits')" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "2d6f2b21", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:52.697992Z", - "iopub.status.busy": "2022-03-01T13:09:52.697247Z", - "iopub.status.idle": "2022-03-01T13:09:52.956902Z", - "shell.execute_reply": "2022-03-01T13:09:52.955741Z" - }, - "papermill": { - "duration": 0.285242, - "end_time": "2022-03-01T13:09:52.957137", - "exception": false, - "start_time": "2022-03-01T13:09:52.671895", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "ddp_limits = [grab_ddplimit(x) for x in fpaths]" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "649fffdc", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:53.019080Z", - "iopub.status.busy": "2022-03-01T13:09:53.018203Z", - "iopub.status.idle": "2022-03-01T13:09:53.226264Z", - "shell.execute_reply": "2022-03-01T13:09:53.227195Z" - }, - "papermill": { - "duration": 0.244841, - "end_time": "2022-03-01T13:09:53.227490", - "exception": false, - "start_time": "2022-03-01T13:09:52.982649", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
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CATAIDOBJIDRADECR_PETROZGAMANQSPECIDSURVEY_CLASSUMAG_DRED_SDSSGMAG_DRED_SDSSRMAG_DRED_SDSSIMAG_DRED_SDSSZMAG_DRED_SDSSLUMDISTDISTMODFIELDCARTESIAN_XCARTESIAN_YCARTESIAN_ZROTCARTESIAN_XROTCARTESIAN_YROTCARTESIAN_ZGMRDETMAGREST_GMR_0P1REST_GMR_0P1_WARNREST_GMR_0P1_INDEXKCORR_R0P1KCORR_G0P1KCORR_R0P0KCORR_G0P0REST_GMR_0P0Q_COLOR_0P0EQ_ALL_0P0EQ_COLOR_0P0MALL_0P0MCOLOR_0P0MQZERO_0P0Z_THETA_QALLZ_THETA_QCOLORDDPKCORR_R0P1DDPKCORR_G0P1DDPKCORR_R0P0DDPKCORR_G0P0DDPMALL_0P0DELTA_DETMAG_FAINTZMAXZMAX_WARNDELTA_DETMAG_BRIGHTZMINZMIN_WARNDDP [3]DDPZLIMS [3]DDPMALL_0P0_VISZ
degdegmagmagmagmagmagmagMpcmagmagmagmagmagmagmagmagmagmag
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" - ], - "text/plain": [ - "\n", - " CATAID OBJID RA DEC R_PETRO ZGAMA ... ZMIN ZMIN_WARN DDP [3] DDPZLIMS [3] DDPMALL_0P0_VISZ \n", - " deg deg mag ... \n", - " int32 int64 float64 float64 float32 float32 ... float64 float64 int64 int64 float64 \n", - "------- ------------------ ------------ ----------- --------- ------- ... --------------------- --------- ------- ------------ -------------------\n", - " 123281 587724649255010654 175.33684943 -2.47765272 18.508278 0.07775 ... 0.003980023594705244 0.0 0 .. 1 1 .. 1 -17.1836360612024\n", - " 508557 587729971786940946 217.19946129 -1.5769885 19.355307 0.05606 ... 0.0019354033587702987 0.0 0 .. 0 1 .. 1 -16.433156214909655\n", - " 278187 587726031189836412 214.37299238 1.09355577 19.774502 0.15595 ... 0.004260256333032649 0.0 0 .. 0 1 .. 0 -18.793359517282955\n", - " 279688 587726031693611569 138.75098304 1.00368548 19.595543 0.22079 ... 0.006902439146092568 0.0 0 .. 0 1 .. 0 -19.608012263873803\n", - " 226964 587726014008983767 211.54730519 1.27628899 18.608667 0.11458 ... 0.00560318173555072 0.0 0 .. 0 1 .. 0 -18.07713914432092\n", - " 575311 588848899894870378 139.34196376 -0.0220424 19.440626 0.21654 ... 0.008429531124656081 0.0 0 .. 0 1 .. 0 -19.561833913510945\n", - "3906604 588010931370394161 135.41151504 -1.03192146 19.50927 0.19101 ... 0.006035284466722157 0.0 0 .. 0 1 .. 0 -19.267592612289832\n", - " 347077 587726033303110021 136.13980551 2.15473271 19.033073 0.20403 ... 0.00823696598193687 0.0 1 .. 0 1 .. 0 -19.421818615577166\n", - " 30463 587722981738021321 175.36357499 -1.0727638 19.567263 0.18736 ... 0.006710277642917639 0.0 0 .. 0 1 .. 0 -19.222068786440754\n", - " 518674 588010358530769206 137.46100004 2.79652987 18.87193 0.22962 ... 0.009934575109279769 0.0 1 .. 0 1 .. 0 -19.700664418955498\n", - " 594029 588848899929670010 218.87522247 -0.18246273 18.680634 0.21045 ... 0.009931229146347188 0.0 1 .. 0 1 .. 0 -19.49514503972804\n", - " ... ... ... ... ... ... ... ... ... ... ... ...\n", - " 23370 588848901523833370 181.26516682 1.15279626 19.737528 0.19383 ... 0.00654076905707477 0.0 0 .. 0 1 .. 0 -19.30148713999532\n", - " 346300 587726033301799354 133.1166957 2.16083858 19.035713 0.20962 ... 0.009851530055645683 0.0 1 .. 0 1 .. 0 -19.485863654226375\n", - " 592630 588848899927376239 213.64850141 -0.07502164 18.311508 0.13589 ... 0.008399454129538964 0.0 0 .. 0 1 .. 0 -18.47292558389706\n", - "3913514 588010931372294765 139.78887769 -1.28499437 19.647568 0.21835 ... 0.007909020070110611 0.0 0 .. 0 1 .. 0 -19.581654408189806\n", - " 278058 587726031188721892 211.82747827 1.15405612 19.38653 0.18841 ... 0.007427526889307361 0.0 0 .. 0 1 .. 0 -19.23534659989433\n", - " 251884 587726015086854272 220.89927655 1.94147891 17.328598 0.07939 ... 0.0069665548360077975 0.0 0 .. 0 1 .. 1 -17.23371067303656\n", - "3625535 587729151449497855 133.20277357 -0.82579562 17.151878 0.18442 ... 0.02018536061659356 0.0 0 .. 0 1 .. 0 -19.18489075802353\n", - " 197554 587725073916821771 135.79318103 -0.74005421 18.58374 0.17914 ... 0.010129380057085746 0.0 1 .. 0 1 .. 0 -19.11751961404195\n", - "3593735 587729150378574034 139.64360788 -1.87203636 19.767515 0.21636 ... 0.005756727118690568 0.0 0 .. 0 1 .. 0 -19.559862911055742\n", - " 97907 587722984422309918 175.13191821 0.85318194 15.490864 0.07479 ... 0.015861163232135916 0.0 1 .. 0 1 .. 1 -17.093257571181535\n", - " 204889 587725074455462322 139.76775414 -0.33960343 19.796116 0.05469 ... 0.001531643200444858 0.0 0 .. 0 1 .. 1 -16.376546150727087\n", - " 272817 587726031175221320 180.93562327 1.32164668 17.631397 0.08348 ... 0.00672188580254478 0.0 0 .. 1 1 .. 1 -17.346388250469836" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "#gama_ddp = Table.read(os.environ['HOME'] + '/data/GAMA4/gama_gold_ddp.fits')\n", - "fpath = findfile(ftype='ddp', version=version, dryrun=dryrun, survey=survey)\n", - "gama_ddp = Table.read(fpath)\n", - "gama_ddp" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "24fee9c5", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:53.519206Z", - "iopub.status.busy": "2022-03-01T13:09:53.518407Z", - "iopub.status.idle": "2022-03-01T13:09:53.522826Z", - "shell.execute_reply": "2022-03-01T13:09:53.522019Z" - }, - "papermill": { - "duration": 0.039249, - "end_time": "2022-03-01T13:09:53.522992", - "exception": false, - "start_time": "2022-03-01T13:09:53.483743", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('EXTNAME', 'TilingCat'),\n", - " ('TCOMM1', 'GAMA ID'),\n", - " ('TUCD1', 'meta.id;meta.main'),\n", - " ('TCOMM2', 'SDSS objid'),\n", - " ('TUCD2', 'meta.id'),\n", - " ('TCOMM3', 'J2000 coordinate'),\n", - " ('TUCD3', 'pos.eq.ra'),\n", - " ('TCOMM4', 'J2000 coordinate'),\n", - " ('TUCD4', 'pos.eq.dec'),\n", - " ('TCOMM5', '3-arcsec fiber magnitude'),\n", - " ('TUCD5', 'phot.mag;em.opt.R'),\n", - " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", - " ('TUCD6', 'phot.mag;em.opt.R'),\n", - " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD7', 'phot.mag;em.opt.U'),\n", - " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD8', 'phot.mag;em.opt.B'),\n", - " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD9', 'phot.mag;em.opt.R'),\n", - " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD10', 'phot.mag;em.opt.I'),\n", - " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD11', 'phot.mag;em.opt.I'),\n", - " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", - " ('TUCD12', 'meta.code;meta.dataset'),\n", - " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", - " ('TUCD13', 'src.redshift'),\n", - " ('TCOMM14', 'Quality of redshift'),\n", - " ('TUCD14', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", - " ('TUCD15', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", - " ('TUCD16', 'meta.id.cross;spect'),\n", - " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", - " ('TUCD17', 'src.redshift;stat.error'),\n", - " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", - " ('TUCD18', 'meta.number;spect'),\n", - " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", - " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", - " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", - " ('TUCD20', 'src.class.starGalaxy'),\n", - " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", - " ('TUCD21', 'src.class.starGalaxy'),\n", - " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", - " ('TUCD22', 'phot.mag;em.IR.K'),\n", - " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", - " ('TUCD23', 'phot.flux.density;em.radio'),\n", - " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", - " ('TUCD24', 'meta.code'),\n", - " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", - " ('TUCD25', 'meta.code'),\n", - " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", - " ('TUCD26', 'meta.code'),\n", - " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", - " ('TUCD27', 'meta.code.class'),\n", - " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", - " ('TUCD28', 'meta.code.class'),\n", - " ('TCOMM29', 'Priorities for targeting, see notes'),\n", - " ('TUCD29', 'meta.code.class'),\n", - " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", - " ('TUCD30', 'meta.code.class'),\n", - " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", - " ('TUCD31', 'meta.code.cross'),\n", - " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", - " ('TUCD32', 'meta.code'),\n", - " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", - " ('TUCD33', 'meta.code'),\n", - " ('TCOMM34', 'Visual classification, see notes'),\n", - " ('TUCD34', 'mata.code.qual'),\n", - " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", - " ('TUCD35', 'meta.id'),\n", - " ('DATE-HDU', '2015-09-04T13:22:37'),\n", - " ('STILVERS', '3.0-8'),\n", - " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", - " ('DMU', 'EqInputCat'),\n", - " ('NAME', 'TilingCat'),\n", - " ('VERSION', 'v46'),\n", - " ('DATE', '2015-05-22'),\n", - " ('CONTACT', 'Ivan Baldry '),\n", - " ('AREA', 180.0),\n", - " ('GOLD_NGAL', 113687),\n", - " ('DDP1_ZMIN', 0.0390699990093708),\n", - " ('DDP1_ZMAX', 0.2629899978637695),\n", - " ('DDP1_VZ', 7594754.153764196),\n", - " ('DDP1ZLIMS_NGAL', 113687),\n", - " ('DDP1_NGAL', 45293),\n", - " ('DDP1_DENS', 0.005963721679858641),\n", - " ('DDP2_ZMIN', 0.03914999961853027),\n", - " ('DDP2_ZMAX', 0.1937000006437302),\n", - " ('DDP2_VZ', 3156659.558717707),\n", - " ('DDP2ZLIMS_NGAL', 73942),\n", - " ('DDP2_NGAL', 33396),\n", - " ('DDP2_DENS', 0.01057953807776663),\n", - " ('DDP3_ZMIN', 0.03903000056743622),\n", - " ('DDP3_ZMAX', 0.1015800014138222),\n", - " ('DDP3_VZ', 457819.2340050841),\n", - " ('DDP3ZLIMS_NGAL', 18121),\n", - " ('DDP3_NGAL', 8842),\n", - " ('DDP3_DENS', 0.01931329953669401),\n", - " ('TMR_DDP1', '[-21.8, -20.1]'),\n", - " ('TMR_DDP2', '[-20.6, -19.3]'),\n", - " ('TMR_DDP3', '[-19.6, -17.8]'),\n", - " ('comments',\n", - " ['Science targets and information for tiling and spectroscopic',\n", - " 'observation.'])])" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "gama_ddp.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "3fe3582f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:53.596247Z", - "iopub.status.busy": "2022-03-01T13:09:53.576063Z", - "iopub.status.idle": "2022-03-01T13:09:54.177167Z", - "shell.execute_reply": "2022-03-01T13:09:54.177951Z" - }, - "papermill": { - "duration": 0.632021, - "end_time": "2022-03-01T13:09:54.178207", - "exception": false, - "start_time": "2022-03-01T13:09:53.546186", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0\t26\t19.800\t0.933\t0.773\tFalse\n", - "1\t5\t12.000\t0.933\t0.773\tTrue\n", - "3\t13\t12.000\t1.067\t0.900\tFalse\n", - "4\t22\t19.800\t0.298\t0.299\tFalse\n", - "5\t1\t12.000\t0.298\t0.299\tTrue\n", - "6\t9\t12.000\t0.443\t0.423\tFalse\n", - "7\t8\t12.000\t0.298\t0.299\tFalse\n", - "8\t4\t12.000\t0.785\t0.682\tTrue\n", - "\t\t\t\t\t\t\tFAINT: 27\n", - "9\t27\t19.800\t1.067\t0.900\tFalse\n", - "10\t16\t19.800\t0.443\t0.423\tTrue\n", - "11\t12\t12.000\t0.933\t0.773\tFalse\n", - "12\t0\t12.000\t0.131\t0.164\tTrue\n", - "13\t23\t19.800\t0.443\t0.423\tFalse\n", - "14\t18\t19.800\t0.785\t0.682\tTrue\n", - "15\t6\t12.000\t1.067\t0.900\tTrue\n", - "16\t25\t19.800\t0.785\t0.682\tFalse\n", - "17\t14\t19.800\t0.131\t0.164\tTrue\n", - "18\t10\t12.000\t0.603\t0.555\tFalse\n", - "19\t2\t12.000\t0.443\t0.423\tTrue\n", - "20\t21\t19.800\t0.131\t0.164\tFalse\n", - "21\t24\t19.800\t0.603\t0.555\tFalse\n", - "\t\t\t\t\t\t\tBRIGHT: 7\n", - "22\t7\t12.000\t0.131\t0.164\tFalse\n", - "23\t15\t19.800\t0.298\t0.299\tTrue\n", - "24\t11\t12.000\t0.785\t0.682\tFalse\n", - "25\t20\t19.800\t1.067\t0.900\tTrue\n", - "27\t19\t19.800\t0.933\t0.773\tTrue\n" - ] - }, - { - "data": { - "text/plain": [ - "(-16.5, -22.5)" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(1,1,figsize=(10,10))\n", - "\n", - "plt.scatter(gama_kE['ZGAMA'], gama_kE['DDPMALL_0P0'], s=0.25, alpha=0.1, c='k')\n", - "\n", - "for i, ddp_limit in enumerate(ddp_limits):\n", - " data = ddp_limit['DATA']\n", - " cnt = ddp_limit['COUNT']\n", - " rlim = ddp_limit['RLIM']\n", - " MCOL = [x for x in data.dtype.names if 'M0P0' in x][0]\n", - " \n", - " if 'COLOR' in MCOL:\n", - " alpha = 0.75\n", - " else:\n", - " alpha = 1.00\n", - " \n", - " if (ddp_limit['ALL'] == True) & (ddp_limit['GMR_0P1'] == 0.603):\n", - " ax.plot(data['Z'], data[MCOL], c='cyan', lw=1., alpha=alpha)\n", - " continue\n", - " \n", - " if (ddp_limit['ALL'] == False) & (rlim == 19.8) & (ddp_limit['GMR_0P1'] == 1.067):\n", - " ax.plot(data['Z'], data[MCOL], c='magenta', lw=0.5, alpha=alpha)\n", - "\n", - " print('\\t\\t\\t\\t\\t\\t\\tFAINT: {}'.format(cnt))\n", - " \n", - " elif (ddp_limit['ALL'] == False) & (rlim == 12.0) & (ddp_limit['GMR_0P1'] == 0.131): \n", - " ax.plot(data['Z'], data[MCOL], c='magenta', lw=0.5, alpha=alpha)\n", - "\n", - " print('\\t\\t\\t\\t\\t\\t\\tBRIGHT: {}'.format(cnt))\n", - " \n", - " else:\n", - " ax.plot(data['Z'], data[MCOL], c='k', lw=0.5, alpha=alpha)\n", - " \n", - " print('{:d}\\t{}\\t{:.3f}\\t{:.3f}\\t{:.3f}\\t{}'.format(i, cnt, ddp_limit['RLIM'], ddp_limit['GMR_0P1'], ddp_limit['GMR_0P0'], ddp_limit['ALL']))\n", - " \n", - "ax.set_xlabel(r'$z$')\n", - "ax.set_ylabel('$^{0.0}M_{Colour}$')\n", - "\n", - "ax.set_xlim( 0.0, 0.265)\n", - "ax.set_ylim(-16.5, -22.5)" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "1cf14504", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:54.356867Z", - "iopub.status.busy": "2022-03-01T13:09:54.314511Z", - "iopub.status.idle": "2022-03-01T13:09:55.108697Z", - "shell.execute_reply": "2022-03-01T13:09:55.109467Z" - }, - "papermill": { - "duration": 0.886901, - "end_time": "2022-03-01T13:09:55.109715", - "exception": false, - "start_time": "2022-03-01T13:09:54.222814", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "\"\\nfor idx, ax in zip(range(3), axes[::-1]):\\n zmin = gama_ddp.meta['DDP{}_ZMIN'.format(idx+1)]\\n zmax = gama_ddp.meta['DDP{}_ZMAX'.format(idx+1)]\\n \\n ax.axvline(zmin, lw=0.5, c='k')\\n ax.axvline(zmax, lw=0.5, c='k')\\n\"" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, axes = plt.subplots(3, 1, figsize=(10,30))\n", - "\n", - "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", - "\n", - "for i, ax in enumerate(axes[::-1]): \n", - " is_ddp = [x == 1 for x in gama_ddp['DDP'].data[:,i]]\n", - " ax.scatter(gama_ddp['ZGAMA'][is_ddp], gama_ddp['DDPMALL_0P0'][is_ddp], s=0.25, alpha=1., c=colors[i])\n", - "\n", - "for ax in axes:\n", - " for i, ddp_limit in enumerate(ddp_limits):\n", - " data = ddp_limit['DATA']\n", - "\n", - " cnt = ddp_limit['COUNT']\n", - " rlim = ddp_limit['RLIM']\n", - " MCOL = [x for x in data.dtype.names if 'M0P0' in x][0]\n", - "\n", - " if 'COLOR' in MCOL:\n", - " alpha = 0.25\n", - " else:\n", - " alpha = 1.0\n", - "\n", - " if (ddp_limit['ALL'] == True) & (ddp_limit['GMR_0P1'] == 0.603):\n", - " ax.plot(data['Z'], data[MCOL], c='cyan', lw=1., alpha=alpha)\n", - " continue\n", - " \n", - " if (ddp_limit['ALL'] == False) & (rlim == 19.8) & (ddp_limit['GMR_0P1'] == 1.067):\n", - " ax.plot(data['Z'], data[MCOL], c='magenta', lw=0.5, alpha=alpha)\n", - " \n", - " elif (ddp_limit['ALL'] == False) & (rlim == 12.0) & (ddp_limit['GMR_0P1'] == 0.131): \n", - " ax.plot(data['Z'], data[MCOL], c='magenta', lw=0.5, alpha=alpha)\n", - " \n", - " else:\n", - " ax.plot(data['Z'], data[MCOL], c='k', lw=0.5, alpha=alpha)\n", - " \n", - " # print('{:d}\\t{}\\t{:.3f}\\t{:.3f}\\t{:.3f}\\t{}'.format(i, cnt, ddp_limit['RLIM'], ddp_limit['GMR_0P1'], ddp_limit['GMR_0P0'], ddp_limit['ALL']))\n", - " \n", - " ax.set_xlabel(r'$z$')\n", - " ax.set_ylabel('$^{0.0}M_{Colour}$')\n", - " \n", - " ax.set_xlim( 0.0, 0.270)\n", - " ax.set_ylim(-16.5, -22.5)\n", - "\n", - "'''\n", - "for idx, ax in zip(range(3), axes[::-1]):\n", - " zmin = gama_ddp.meta['DDP{}_ZMIN'.format(idx+1)]\n", - " zmax = gama_ddp.meta['DDP{}_ZMAX'.format(idx+1)]\n", - " \n", - " ax.axvline(zmin, lw=0.5, c='k')\n", - " ax.axvline(zmax, lw=0.5, c='k')\n", - "'''" - ] - }, - { - "cell_type": "markdown", - "id": "b2775488", - "metadata": { - "papermill": { - "duration": 0.050077, - "end_time": "2022-03-01T13:09:55.222607", - "exception": false, - "start_time": "2022-03-01T13:09:55.172530", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Done." - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Lumfn", - "language": "python", - "name": "lumfn" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.9" - }, - "papermill": { - "default_parameters": {}, - "duration": 6.024612, - "end_time": "2022-03-01T13:09:55.712200", - "environment_variables": {}, - "exception": null, - "input_path": "docs/nb/ddp_QA.ipynb", - "output_path": "test/pm_ddp_QA.ipynb", - "parameters": { - "survey": "gama" - }, - "start_time": "2022-03-01T13:09:49.687588", - "version": "2.3.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/test/pm_delta8_qa.ipynb b/test/pm_delta8_qa.ipynb deleted file mode 100644 index 56dfe6f4..00000000 --- a/test/pm_delta8_qa.ipynb +++ /dev/null @@ -1,1256 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "53970824", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:06.235539Z", - "iopub.status.busy": "2022-01-24T14:54:06.233871Z", - "iopub.status.idle": "2022-01-24T14:54:07.621041Z", - "shell.execute_reply": "2022-01-24T14:54:07.621463Z" - }, - "papermill": { - "duration": 1.430612, - "end_time": "2022-01-24T14:54:07.621699", - "exception": false, - "start_time": "2022-01-24T14:54:06.191087", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "import glob\n", - "import pylab as pl\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import astropy.io.fits as fits\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "\n", - "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", - "from astropy.table import Table, vstack" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "0c18b07a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:07.656781Z", - "iopub.status.busy": "2022-01-24T14:54:07.656319Z", - "iopub.status.idle": "2022-01-24T14:54:07.658378Z", - "shell.execute_reply": "2022-01-24T14:54:07.657985Z" - }, - "papermill": { - "duration": 0.021253, - "end_time": "2022-01-24T14:54:07.658483", - "exception": false, - "start_time": "2022-01-24T14:54:07.637230", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "os.environ['CODE_ROOT'] = os.environ['HOME'] + '/DESI/'\n", - "\n", - "sys.path.append(os.environ['CODE_ROOT'])" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "3275f75a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:07.693400Z", - "iopub.status.busy": "2022-01-24T14:54:07.692962Z", - "iopub.status.idle": "2022-01-24T14:54:07.709499Z", - "shell.execute_reply": "2022-01-24T14:54:07.709838Z" - }, - "papermill": { - "duration": 0.036782, - "end_time": "2022-01-24T14:54:07.709968", - "exception": false, - "start_time": "2022-01-24T14:54:07.673186", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "from gama_limits import gama_field\n", - "from delta8_limits import delta8_tier\n", - "import pubplot" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "915f7415", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:07.749184Z", - "iopub.status.busy": "2022-01-24T14:54:07.748724Z", - "iopub.status.idle": "2022-01-24T14:54:07.751915Z", - "shell.execute_reply": "2022-01-24T14:54:07.751474Z" - }, - "papermill": { - "duration": 0.026451, - "end_time": "2022-01-24T14:54:07.752015", - "exception": false, - "start_time": "2022-01-24T14:54:07.725564", - "status": "completed" - }, - "tags": [ - "parameters" - ] - }, - "outputs": [], - "source": [ - "field = 'G9'" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "a2130128", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:07.788444Z", - "iopub.status.busy": "2022-01-24T14:54:07.787989Z", - "iopub.status.idle": "2022-01-24T14:54:07.974039Z", - "shell.execute_reply": "2022-01-24T14:54:07.973572Z" - }, - "papermill": { - "duration": 0.206776, - "end_time": "2022-01-24T14:54:07.974160", - "exception": false, - "start_time": "2022-01-24T14:54:07.767384", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - "\n", - "CATAID OBJID RA DEC ... DDP1_DELTA8 DDP2_DELTA8 DDP3_DELTA8 \n", - " deg deg ... \n", - "int32 int64 float64 float64 ... float64 float64 float64 \n", - "------ ------------------ ------------ ----------- ... -------------------- --------------------- ------------------\n", - " 32174 587722981741691177 183.70037809 -1.05288215 ... 0.6356962089955482 0.30107595736367454 0.7632803324051429\n", - "144355 587724650867524042 179.66102327 -1.40728884 ... 0.9280372369440453 -1.0 -1.0\n", - "124541 587724649256976626 179.89751219 -2.57730755 ... 0.15223410165319318 0.09982091687020489 -1.0\n", - "118797 587724648722006137 184.17555062 -2.99648752 ... 4.516757213975895 4.305342340738256 -1.0\n", - " 39636 587722982275940549 177.66111022 -0.65931048 ... 0.07970085268866534 0.4845361552659335 -1.0\n", - "341716 587726032799858903 212.96405368 2.36821727 ... 0.6790130651230986 -1.0 -1.0\n", - "346622 587726033302389048 134.55743422 2.16600461 ... -0.32516731327511983 -0.2127230496523168 -1.0\n", - "177971 587725041165008988 178.47535786 -1.9391443 ... 3.149093169285493 2.8992412883776533 -1.0\n", - "172285 587725040629710998 182.12852956 -2.33236242 ... -0.3349489007262123 -0.057877604696590534 -1.0\n", - "610500 588848900449698117 180.40976089 0.3388614 ... 0.8353724578801194 0.86190619163712 -1.0\n", - "302610 587726032230416728 138.53122634 1.38977696 ... 0.9513420713189848 0.517656811052335 -1.0\n", - " 15080 588848901001314625 213.98366937 0.75510347 ... -0.34583906553645505 -0.2845367882679003 -1.0\n", - "208860 587725074988269832 130.61922805 0.12372122 ... 3.039177684825906 2.80601356088375 2.8317251258428056\n", - " ... ... ... ... ... ... ... ...\n", - "239465 587726014548607197 217.84292864 1.61146352 ... 5.889705841888448 4.504081149585731 -1.0\n", - "397461 587728307495960746 178.23268965 1.46131379 ... 0.6583438518965616 -1.0 -1.0\n", - "568259 588848899390833081 214.28595511 -0.56610649 ... 2.5389570844886316 1.9866737263303715 -1.0\n", - "504301 587729971249021149 214.85375081 -1.96182197 ... 0.7899628231702156 -1.0 -1.0\n", - "221119 587726013997187542 184.5819763 1.54322764 ... 1.6583337870453798 -1.0 -1.0\n", - "249871 587726015083511922 213.27406905 2.13655058 ... 2.0589023462706812 2.1929517755224497 -1.0\n", - "138605 587724650332225697 183.35394211 -1.66570048 ... -0.1836188876179169 -1.0 -1.0\n", - "388293 587727944566178064 139.3411875 2.45004368 ... 1.1601760175206821 1.0354784706466647 -1.0\n", - "347688 587726033304224123 138.72775853 2.35475845 ... 2.7331439793821843 -1.0 -1.0\n", - "129854 587724649791619154 174.84665374 -2.09774838 ... 4.329748494858069 3.4724669802166908 -1.0\n", - "497139 587729779055460959 215.79068217 -1.08132634 ... 0.999568135177137 -1.0 -1.0\n", - "609348 588848900447469698 175.20879494 0.37359708 ... 0.5567087187951785 -1.0 -1.0\n", - " 40370 587722982277316680 180.8511958 -0.64678756 ... 0.953525925628858 1.0511296608297025 -1.0" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "gama_d8 = Table.read(os.environ['HOME'] + '/data/GAMA4/gama_gold_ddp_n8.fits')\n", - "gama_d8" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "18deea31", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:08.013937Z", - "iopub.status.busy": "2022-01-24T14:54:08.013508Z", - "iopub.status.idle": "2022-01-24T14:54:08.022576Z", - "shell.execute_reply": "2022-01-24T14:54:08.022188Z" - }, - "papermill": { - "duration": 0.031763, - "end_time": "2022-01-24T14:54:08.022683", - "exception": false, - "start_time": "2022-01-24T14:54:07.990920", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.03903, 0.26299)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "gama_d8['ZGAMA'].min(), gama_d8['ZGAMA'].max()" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "be549c77", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:08.064423Z", - "iopub.status.busy": "2022-01-24T14:54:08.063966Z", - "iopub.status.idle": "2022-01-24T14:54:08.100652Z", - "shell.execute_reply": "2022-01-24T14:54:08.099822Z" - }, - "papermill": { - "duration": 0.060778, - "end_time": "2022-01-24T14:54:08.100836", - "exception": false, - "start_time": "2022-01-24T14:54:08.040058", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "array([b'G12', b'G15', b'G9'], dtype='|S4')" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.unique(gama_d8['FIELD'].data)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "928d099d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:08.168666Z", - "iopub.status.busy": "2022-01-24T14:54:08.168074Z", - "iopub.status.idle": "2022-01-24T14:54:08.283178Z", - "shell.execute_reply": "2022-01-24T14:54:08.282128Z" - }, - "papermill": { - "duration": 0.153104, - "end_time": "2022-01-24T14:54:08.283427", - "exception": false, - "start_time": "2022-01-24T14:54:08.130323", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "gama_d8 = gama_d8[gama_d8['FIELD'] == field]" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "037ef56d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:08.406045Z", - "iopub.status.busy": "2022-01-24T14:54:08.401561Z", - "iopub.status.idle": "2022-01-24T14:54:08.885272Z", - "shell.execute_reply": "2022-01-24T14:54:08.884660Z" - }, - "papermill": { - "duration": 0.564507, - "end_time": "2022-01-24T14:54:08.885412", - "exception": false, - "start_time": "2022-01-24T14:54:08.320905", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "bins=np.arange(-1., 150., 1.)\n", - "\n", - "_ = pl.hist(gama_d8['DDP1_N8'], histtype='step', bins=bins, label='DDP1')\n", - "_ = pl.hist(gama_d8['DDP2_N8'], histtype='step', bins=bins, label='DDP2')\n", - "_ = pl.hist(gama_d8['DDP3_N8'], histtype='step', bins=bins, label='DDP3')\n", - "\n", - "pl.xlabel(r'$N_8$')\n", - "pl.yscale('log')\n", - "pl.legend(frameon=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "f163e676", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:08.990856Z", - "iopub.status.busy": "2022-01-24T14:54:08.978932Z", - "iopub.status.idle": "2022-01-24T14:54:09.417464Z", - "shell.execute_reply": "2022-01-24T14:54:09.418025Z" - }, - "papermill": { - "duration": 0.509073, - "end_time": "2022-01-24T14:54:09.418234", - "exception": false, - "start_time": "2022-01-24T14:54:08.909161", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "bins=np.arange(-1., 10., 0.1)\n", - "\n", - "_ = pl.hist(gama_d8['DDP1_DELTA8'], histtype='step', bins=bins, label='DDP1')\n", - "_ = pl.hist(gama_d8['DDP2_DELTA8'], histtype='step', bins=bins, label='DDP2')\n", - "_ = pl.hist(gama_d8['DDP3_DELTA8'], histtype='step', bins=bins, label='DDP3')\n", - "\n", - "pl.xlabel(r'$\\delta_8$')\n", - "pl.yscale('log')\n", - "pl.legend(frameon=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "7c3028a8", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:09.527015Z", - "iopub.status.busy": "2022-01-24T14:54:09.526429Z", - "iopub.status.idle": "2022-01-24T14:54:12.229272Z", - "shell.execute_reply": "2022-01-24T14:54:12.229907Z" - }, - "papermill": { - "duration": 2.76555, - "end_time": "2022-01-24T14:54:12.230153", - "exception": false, - "start_time": "2022-01-24T14:54:09.464603", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, axes = plt.subplots(3, 1, figsize=(10, 35))\n", - "\n", - "for idx, ax in enumerate(axes):\n", - " sc = ax.scatter(gama_d8['MCOLOR_0P0'],\\\n", - " gama_d8['DDP1_DELTA8'],\\\n", - " c=gama_d8['DDP1_N8'],\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=12)\n", - "\n", - " ax.set_xlabel(r'$^{0.0}M_{\\rm COLOUR}$', fontsize=16)\n", - " ax.set_ylabel(r'$\\delta_{8,DDP1}$', fontsize=16)\n", - "\n", - " ax.set_xlim(-23., -16.)\n", - " ax.set_ylim(-1.1, 1.)\n", - " \n", - " ax.spines['top'].set_visible(False)\n", - " \n", - " divider = make_axes_locatable(ax)\n", - " \n", - " axLog = divider.append_axes(\"top\", size=5.0, pad=0, sharex=ax)\n", - " axLog.set_yscale('log')\n", - " axLog.set_xlim((-16., -23.))\n", - " axLog.set_ylim((1., 50.))\n", - " axLog.scatter(gama_d8['MCOLOR_0P0'], gama_d8['DDP1_DELTA8'], c=gama_d8['DDP1_N8'], marker='.', lw=0.0, s=12)\n", - "\n", - " axLog.spines['bottom'].set_visible(False)\n", - " axLog.xaxis.set_ticks_position('top')\n", - " axLog.xaxis.set_visible(False)\n", - "\n", - " axLog.set_yticks([10.])\n", - " axLog.set_yticklabels(['10'])\n", - " \n", - " ax.set_title('DDP{}'.format(idx+1))\n", - "\n", - " colorbar = fig.colorbar(sc, ax=ax, label=r'$N_8$')" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "390e9e9b", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:12.388681Z", - "iopub.status.busy": "2022-01-24T14:54:12.387340Z", - "iopub.status.idle": "2022-01-24T14:54:18.724135Z", - "shell.execute_reply": "2022-01-24T14:54:18.724610Z" - }, - "papermill": { - "duration": 6.414292, - "end_time": "2022-01-24T14:54:18.724763", - "exception": false, - "start_time": "2022-01-24T14:54:12.310471", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Reading: ['/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_ddp_n8_G9_0.fits', '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_ddp_n8_G12_0.fits', '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_ddp_n8_G15_0.fits']\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/cosma/home/durham/dc-moor2/.local/lib/python3.9/site-packages/astropy/table/table.py:3488: FutureWarning: elementwise == comparison failed and returning scalar instead; this will raise an error or perform elementwise comparison in the future.\n", - " result = self.as_array() == other\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: MergeConflictWarning: Cannot merge meta key 'FIELD' types and , choosing FIELD='G12' [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'FILLFACTOR_INFRAC' types and , choosing FILLFACTOR_INFRAC=0.7773585948947632 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d-99_VOLFRAC' types and , choosing DDP1_d-99_VOLFRAC=0.4566451521160363 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d-99_TIERMEDd8' types and , choosing DDP1_d-99_TIERMEDd8=0.08008800876034106 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d0_VOLFRAC' types and , choosing DDP1_d0_VOLFRAC=0.2577701234782471 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d0_TIERMEDd8' types and , choosing DDP1_d0_TIERMEDd8=-0.9190299821823499 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d1_VOLFRAC' types and , choosing DDP1_d1_VOLFRAC=0.1651377378911527 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d1_TIERMEDd8' types and , choosing DDP1_d1_TIERMEDd8=-0.2244483766669314 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d2_VOLFRAC' types and , choosing DDP1_d2_VOLFRAC=0.1068683293701266 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d2_TIERMEDd8' types and , choosing DDP1_d2_TIERMEDd8=1.068783955240961 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d3_VOLFRAC' types and , choosing DDP1_d3_VOLFRAC=0.01357865714443716 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d3_TIERMEDd8' types and , choosing DDP1_d3_TIERMEDd8=4.73859407334928 [astropy.utils.metadata]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: MergeConflictWarning: Cannot merge meta key 'FIELD' types and , choosing FIELD='G15' [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'FILLFACTOR_INFRAC' types and , choosing FILLFACTOR_INFRAC=0.7773609646472426 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d-99_VOLFRAC' types and , choosing DDP1_d-99_VOLFRAC=0.4505233802861409 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d-99_TIERMEDd8' types and , choosing DDP1_d-99_TIERMEDd8=0.04843349767867688 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d0_VOLFRAC' types and , choosing DDP1_d0_VOLFRAC=0.2698145851273098 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d0_TIERMEDd8' types and , choosing DDP1_d0_TIERMEDd8=-0.9141583421061842 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d1_VOLFRAC' types and , choosing DDP1_d1_VOLFRAC=0.1713053301838349 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d1_TIERMEDd8' types and , choosing DDP1_d1_TIERMEDd8=-0.222991941693536 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d2_VOLFRAC' types and , choosing DDP1_d2_VOLFRAC=0.09536739321067143 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d2_TIERMEDd8' types and , choosing DDP1_d2_TIERMEDd8=1.044252920198578 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d3_VOLFRAC' types and , choosing DDP1_d3_VOLFRAC=0.01298931119204304 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d3_TIERMEDd8' types and , choosing DDP1_d3_TIERMEDd8=4.970416288891117 [astropy.utils.metadata]\n" - ] - } - ], - "source": [ - "realz = 0\n", - "rpaths = [os.environ['HOME'] + '/data/GAMA4/randoms/randoms_bd_ddp_n8_G{}_{:d}.fits'.format(ff, realz) for ff in [9, 12, 15]]\n", - "\n", - "print('Reading: {}'.format(rpaths))\n", - "\n", - "rand = None\n", - "\n", - "for rpath in rpaths:\n", - " if not os.path.isfile(rpath):\n", - " raise RuntimeError('Expect random bound dist. file for {}; Run bound_dist.py for this field'.format(rpath))\n", - "\n", - " if rand == None:\n", - " rand = Table.read(rpath)\n", - "\n", - " else:\n", - " rand = vstack([rand, Table.read(rpath)])" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "567ccbcc", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:18.854173Z", - "iopub.status.busy": "2022-01-24T14:54:18.853622Z", - "iopub.status.idle": "2022-01-24T14:54:20.453066Z", - "shell.execute_reply": "2022-01-24T14:54:20.453448Z" - }, - "papermill": { - "duration": 1.669811, - "end_time": "2022-01-24T14:54:20.453596", - "exception": false, - "start_time": "2022-01-24T14:54:18.783785", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, axes = plt.subplots(3, 1, figsize=(15, 30))\n", - "\n", - "rand_d8 = rand[rand['FIELD'] == field]\n", - "\n", - "gama_d8_slice = gama_d8[np.abs(gama_d8['CARTESIAN_Z']) < 5.]\n", - "rand_d8_slice = rand_d8[np.abs(rand_d8['CARTESIAN_Z']) < 5.]\n", - "\n", - "for idx in range(3):\n", - " # rand_d8_slice['DDP{}_DELTA8'.format(idx+1)]\n", - " \n", - " sc = axes[idx].scatter(rand_d8_slice['CARTESIAN_X'],\\\n", - " rand_d8_slice['CARTESIAN_Y'],\\\n", - " c='k',\\\n", - " alpha=0.05,\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=3,\\\n", - " vmin=-1.,\\\n", - " vmax=10.)\n", - " \n", - " sc = axes[idx].scatter(gama_d8_slice['CARTESIAN_X'],\\\n", - " gama_d8_slice['CARTESIAN_Y'],\\\n", - " c=gama_d8_slice['DDP{}_DELTA8'.format(idx+1)],\\\n", - " alpha=1.,\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=3,\\\n", - " vmin=-1.,\\\n", - " vmax=10.)\n", - " \n", - " \n", - " axes[idx].set_ylim(100., -100.)\n", - " \n", - " colorbar = fig.colorbar(sc, ax=axes[idx], label=r'$\\delta_8$') \n", - " \n", - " axes[idx].set_xlabel('x [Mpc/h]')\n", - " axes[idx].set_ylabel('y [Mpc/h]')\n", - " \n", - " axes[idx].set_title('DDP{}'.format(idx+1))" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "1073be4b", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:20.577481Z", - "iopub.status.busy": "2022-01-24T14:54:20.577033Z", - "iopub.status.idle": "2022-01-24T14:54:20.585780Z", - "shell.execute_reply": "2022-01-24T14:54:20.585384Z" - }, - "papermill": { - "duration": 0.071281, - "end_time": "2022-01-24T14:54:20.585881", - "exception": false, - "start_time": "2022-01-24T14:54:20.514600", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.03900268, 0.26299992)" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rand['Z'].min(), rand['Z'].max()" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "b292b8ca", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:20.712965Z", - "iopub.status.busy": "2022-01-24T14:54:20.712513Z", - "iopub.status.idle": "2022-01-24T14:54:20.715968Z", - "shell.execute_reply": "2022-01-24T14:54:20.715547Z" - }, - "papermill": { - "duration": 0.072346, - "end_time": "2022-01-24T14:54:20.716074", - "exception": false, - "start_time": "2022-01-24T14:54:20.643728", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('EXTNAME', 'TilingCat'),\n", - " ('TCOMM1', 'GAMA ID'),\n", - " ('TUCD1', 'meta.id;meta.main'),\n", - " ('TCOMM2', 'SDSS objid'),\n", - " ('TUCD2', 'meta.id'),\n", - " ('TCOMM3', 'J2000 coordinate'),\n", - " ('TUCD3', 'pos.eq.ra'),\n", - " ('TCOMM4', 'J2000 coordinate'),\n", - " ('TUCD4', 'pos.eq.dec'),\n", - " ('TCOMM5', '3-arcsec fiber magnitude'),\n", - " ('TUCD5', 'phot.mag;em.opt.R'),\n", - " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", - " ('TUCD6', 'phot.mag;em.opt.R'),\n", - " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD7', 'phot.mag;em.opt.U'),\n", - " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD8', 'phot.mag;em.opt.B'),\n", - " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD9', 'phot.mag;em.opt.R'),\n", - " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD10', 'phot.mag;em.opt.I'),\n", - " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD11', 'phot.mag;em.opt.I'),\n", - " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", - " ('TUCD12', 'meta.code;meta.dataset'),\n", - " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", - " ('TUCD13', 'src.redshift'),\n", - " ('TCOMM14', 'Quality of redshift'),\n", - " ('TUCD14', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", - " ('TUCD15', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", - " ('TUCD16', 'meta.id.cross;spect'),\n", - " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", - " ('TUCD17', 'src.redshift;stat.error'),\n", - " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", - " ('TUCD18', 'meta.number;spect'),\n", - " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", - " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", - " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", - " ('TUCD20', 'src.class.starGalaxy'),\n", - " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", - " ('TUCD21', 'src.class.starGalaxy'),\n", - " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", - " ('TUCD22', 'phot.mag;em.IR.K'),\n", - " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", - " ('TUCD23', 'phot.flux.density;em.radio'),\n", - " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", - " ('TUCD24', 'meta.code'),\n", - " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", - " ('TUCD25', 'meta.code'),\n", - " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", - " ('TUCD26', 'meta.code'),\n", - " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", - " ('TUCD27', 'meta.code.class'),\n", - " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", - " ('TUCD28', 'meta.code.class'),\n", - " ('TCOMM29', 'Priorities for targeting, see notes'),\n", - " ('TUCD29', 'meta.code.class'),\n", - " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", - " ('TUCD30', 'meta.code.class'),\n", - " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", - " ('TUCD31', 'meta.code.cross'),\n", - " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", - " ('TUCD32', 'meta.code'),\n", - " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", - " ('TUCD33', 'meta.code'),\n", - " ('TCOMM34', 'Visual classification, see notes'),\n", - " ('TUCD34', 'mata.code.qual'),\n", - " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", - " ('TUCD35', 'meta.id'),\n", - " ('DATE-HDU', '2015-09-04T13:22:37'),\n", - " ('STILVERS', '3.0-8'),\n", - " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", - " ('DMU', 'EqInputCat'),\n", - " ('NAME', 'TilingCat'),\n", - " ('VERSION', 'v46'),\n", - " ('DATE', '2015-05-22'),\n", - " ('CONTACT', 'Ivan Baldry '),\n", - " ('AREA', 180.0),\n", - " ('GOLD_NGAL', 113687),\n", - " ('DDP1_ZMIN', 0.0390699990093708),\n", - " ('DDP1_ZMAX', 0.2629899978637695),\n", - " ('DDP1_VZ', 7594754.153764196),\n", - " ('DDP1_NGAL', 45889),\n", - " ('DDP1_DENS', 0.006042196899455394),\n", - " ('DDP2_ZMIN', 0.03914999961853027),\n", - " ('DDP2_ZMAX', 0.1937000006437302),\n", - " ('DDP2_VZ', 3156659.558717707),\n", - " ('DDP2_NGAL', 32698),\n", - " ('DDP2_DENS', 0.01035841825568372),\n", - " ('DDP3_ZMIN', 0.03903000056743622),\n", - " ('DDP3_ZMAX', 0.1015800014138222),\n", - " ('DDP3_VZ', 457819.2340050841),\n", - " ('DDP3_NGAL', 8748),\n", - " ('DDP3_DENS', 0.01910797832470021),\n", - " ('TMR_DDP1', '[-21.8, -20.1]'),\n", - " ('TMR_DDP2', '[-20.6, -19.3]'),\n", - " ('TMR_DDP3', '[-21.8, -20.1]'),\n", - " ('RPATH_0',\n", - " '/cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits'),\n", - " ('RPATH_1',\n", - " '/cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits'),\n", - " ('RPATH_2',\n", - " '/cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits'),\n", - " ('VOL8', 2144.660584850632),\n", - " ('comments',\n", - " ['Science targets and information for tiling and spectroscopic',\n", - " 'observation.'])])" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "gama_d8.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "2bc353ad", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:20.890390Z", - "iopub.status.busy": "2022-01-24T14:54:20.889239Z", - "iopub.status.idle": "2022-01-24T14:54:21.439416Z", - "shell.execute_reply": "2022-01-24T14:54:21.440347Z" - }, - "papermill": { - "duration": 0.665386, - "end_time": "2022-01-24T14:54:21.440649", - "exception": false, - "start_time": "2022-01-24T14:54:20.775263", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(\n", - " G12\n", - " G15\n", - " G9,\n", - " array([1265955, 1265955, 1265955]))" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.unique(rand['FIELD'], return_counts=True)" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "6672ece0", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:21.704148Z", - "iopub.status.busy": "2022-01-24T14:54:21.703603Z", - "iopub.status.idle": "2022-01-24T14:54:21.707248Z", - "shell.execute_reply": "2022-01-24T14:54:21.706738Z" - }, - "papermill": { - "duration": 0.116272, - "end_time": "2022-01-24T14:54:21.707368", - "exception": false, - "start_time": "2022-01-24T14:54:21.591096", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "tiers = delta8_tier(gama_d8['DDP1_DELTA8'])" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "c337de38", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:21.909439Z", - "iopub.status.busy": "2022-01-24T14:54:21.908383Z", - "iopub.status.idle": "2022-01-24T14:54:21.915515Z", - "shell.execute_reply": "2022-01-24T14:54:21.916273Z" - }, - "papermill": { - "duration": 0.119809, - "end_time": "2022-01-24T14:54:21.916516", - "exception": false, - "start_time": "2022-01-24T14:54:21.796707", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([-99, 0, 1, 2, 3]), array([19096, 1302, 4021, 7860, 2081]))" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.unique(tiers, return_counts=True)" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "4d36b3a0", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:22.259883Z", - "iopub.status.busy": "2022-01-24T14:54:22.258970Z", - "iopub.status.idle": "2022-01-24T14:54:24.052954Z", - "shell.execute_reply": "2022-01-24T14:54:24.051896Z" - }, - "papermill": { - "duration": 1.941731, - "end_time": "2022-01-24T14:54:24.053229", - "exception": false, - "start_time": "2022-01-24T14:54:22.111498", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Reading: ['/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_G9_0.fits', '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_G12_0.fits', '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_G15_0.fits']\n" - ] - } - ], - "source": [ - "realz = 0\n", - "rpaths = [os.environ['HOME'] + '/data/GAMA4/randoms/randoms_G{}_{:d}.fits'.format(ff, realz) for ff in [9, 12, 15]]\n", - "\n", - "print('Reading: {}'.format(rpaths))\n", - "\n", - "rand = None\n", - "\n", - "for rpath in rpaths:\n", - " if not os.path.isfile(rpath):\n", - " raise RuntimeError('Expect random bound dist. file for {}; Run bound_dist.py for this field'.format(rpath))\n", - "\n", - " if rand == None:\n", - " rand = Table.read(rpath)\n", - "\n", - " else:\n", - " rand = vstack([rand, Table.read(rpath)])" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "id": "476116cb", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:24.358077Z", - "iopub.status.busy": "2022-01-24T14:54:24.356936Z", - "iopub.status.idle": "2022-01-24T14:54:27.617636Z", - "shell.execute_reply": "2022-01-24T14:54:27.618595Z" - }, - "papermill": { - "duration": 3.451887, - "end_time": "2022-01-24T14:54:27.618982", - "exception": false, - "start_time": "2022-01-24T14:54:24.167095", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "G9\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-580.43097 -73.76151\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "73.60615 -73.76151\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-26.05787 -73.76151\n", - "\n", - "G12\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-747.16486 -115.565475\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-78.02824 -115.565475\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-39.08608 -115.565475\n", - "\n", - "G15\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-636.78845 -84.78161\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-514.0881 -84.78161\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-26.05787 -84.78161\n", - "\n" - ] - }, - { - "data": { - "image/png": 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LvimtRJM08MqQ7z73B+EBAAhj2AoAEEZ4AADCCA8AQBjhAQAIIzwAAGGEBwAgjPAAAIQRHgCAMMIDABD2f9Wt+vPsN9MaAAAAAElFTkSuQmCC\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for field in ['G9', 'G12', 'G15']:\n", - " in_field = rand[rand['FIELD'] == field]\n", - " \n", - " # pl.plot(rand['RANDOM_RA'], rand['RANDOM_DEC'], marker=',', lw=0.0)\n", - " \n", - " pl.hist(in_field['CARTESIAN_X'], histtype='step', bins=np.arange(0., 900., 10.))\n", - " \n", - " print(field)\n", - " print(np.sort(in_field['CARTESIAN_X'].data).min(), np.sort(in_field['CARTESIAN_X']).max())\n", - " print(np.sort(in_field['CARTESIAN_Y'].data).min(), np.sort(in_field['CARTESIAN_X']).max())\n", - " print(np.sort(in_field['CARTESIAN_Z'].data).min(), np.sort(in_field['CARTESIAN_X']).max())\n", - " print()" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "0bc3a876", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:27.810890Z", - "iopub.status.busy": "2022-01-24T14:54:27.805946Z", - "iopub.status.idle": "2022-01-24T14:54:27.814023Z", - "shell.execute_reply": "2022-01-24T14:54:27.814451Z" - }, - "papermill": { - "duration": 0.085747, - "end_time": "2022-01-24T14:54:27.814586", - "exception": false, - "start_time": "2022-01-24T14:54:27.728839", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "('RANDOM_RA',\n", - " 'RANDOM_DEC',\n", - " 'Z',\n", - " 'V',\n", - " 'RANDID',\n", - " 'FIELD',\n", - " 'CARTESIAN_X',\n", - " 'CARTESIAN_Y',\n", - " 'CARTESIAN_Z',\n", - " 'IS_BOUNDARY')" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rand.dtype.names" - ] - }, - { - "cell_type": "markdown", - "id": "03564964", - "metadata": { - "papermill": { - "duration": 0.064739, - "end_time": "2022-01-24T14:54:27.943981", - "exception": false, - "start_time": "2022-01-24T14:54:27.879242", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Done." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "228c1dfb", - "metadata": { - "papermill": { - "duration": 0.065391, - "end_time": "2022-01-24T14:54:28.074590", - "exception": false, - "start_time": "2022-01-24T14:54:28.009199", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "409f2c6c", - "metadata": { - "papermill": { - "duration": 0.064949, - "end_time": "2022-01-24T14:54:28.204689", - "exception": false, - "start_time": "2022-01-24T14:54:28.139740", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Lumfn", - "language": "python", - "name": "lumfn" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.9" - }, - "papermill": { - "default_parameters": {}, - "duration": 23.741906, - "end_time": "2022-01-24T14:54:28.789388", - "environment_variables": {}, - "exception": null, - "input_path": "docs/nb/delta8_qa.ipynb", - "output_path": "test/pm_delta8_qa.ipynb", - "parameters": {}, - "start_time": "2022-01-24T14:54:05.047482", - "version": "2.3.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/test/pm_delta8_qa_G12.ipynb b/test/pm_delta8_qa_G12.ipynb deleted file mode 100644 index e17826e1..00000000 --- a/test/pm_delta8_qa_G12.ipynb +++ /dev/null @@ -1,1163 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "37ecb12e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:45.491469Z", - "iopub.status.busy": "2022-03-01T13:10:45.490588Z", - "iopub.status.idle": "2022-03-01T13:10:45.495125Z", - "shell.execute_reply": "2022-03-01T13:10:45.495804Z" - }, - "papermill": { - "duration": 0.051162, - "end_time": "2022-03-01T13:10:45.496127", - "exception": false, - "start_time": "2022-03-01T13:10:45.444965", - "status": "completed" - }, - "tags": [ - "injected-parameters" - ] - }, - "outputs": [], - "source": [ - "# Parameters\n", - "field = \"G12\"\n", - "survey = \"gama\"\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "72888a06", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:45.551819Z", - "iopub.status.busy": "2022-03-01T13:10:45.551119Z", - "iopub.status.idle": "2022-03-01T13:10:47.027820Z", - "shell.execute_reply": "2022-03-01T13:10:47.026611Z" - }, - "papermill": { - "duration": 1.506462, - "end_time": "2022-03-01T13:10:47.028076", - "exception": false, - "start_time": "2022-03-01T13:10:45.521614", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "import fitsio\n", - "import numpy as np\n", - "import pylab as pl\n", - "import matplotlib.pyplot as plt\n", - "import astropy.io.fits as fits\n", - "from astropy.table import Table\n", - "from scipy.interpolate import interp1d" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "05b04269", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:47.094222Z", - "iopub.status.busy": "2022-03-01T13:10:47.093472Z", - "iopub.status.idle": "2022-03-01T13:10:47.098106Z", - "shell.execute_reply": "2022-03-01T13:10:47.097366Z" - }, - "papermill": { - "duration": 0.037605, - "end_time": "2022-03-01T13:10:47.098259", - "exception": false, - "start_time": "2022-03-01T13:10:47.060654", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "sys.path.append('{}/DESI'.format(os.environ['HOME']))" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "4a8628c6", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:47.148612Z", - "iopub.status.busy": "2022-03-01T13:10:47.147993Z", - "iopub.status.idle": "2022-03-01T13:10:47.277340Z", - "shell.execute_reply": "2022-03-01T13:10:47.276557Z" - }, - "papermill": { - "duration": 0.15668, - "end_time": "2022-03-01T13:10:47.277568", - "exception": false, - "start_time": "2022-03-01T13:10:47.120888", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import pubplot\n", - "\n", - "from schechter import schechter, named_schechter\n", - "from gama_limits import gama_field\n", - "from delta8_limits import d8_limits, delta8_tier\n", - "from findfile import findfile" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "6635c158", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:47.342839Z", - "iopub.status.busy": "2022-03-01T13:10:47.342091Z", - "iopub.status.idle": "2022-03-01T13:10:47.345205Z", - "shell.execute_reply": "2022-03-01T13:10:47.345806Z" - }, - "papermill": { - "duration": 0.035938, - "end_time": "2022-03-01T13:10:47.345984", - "exception": false, - "start_time": "2022-03-01T13:10:47.310046", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "version = 'latest'\n", - "survey = 'gama'\n", - "dryrun = False" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "2d04ca99", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:47.396881Z", - "iopub.status.busy": "2022-03-01T13:10:47.396260Z", - "iopub.status.idle": "2022-03-01T13:10:47.409525Z", - "shell.execute_reply": "2022-03-01T13:10:47.410042Z" - }, - "papermill": { - "duration": 0.041503, - "end_time": "2022-03-01T13:10:47.410193", - "exception": false, - "start_time": "2022-03-01T13:10:47.368690", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "'/cosma/home/durham/dc-moor2/data/v4/gama_gold_ddp_n8.fits'" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# TODO: clean up root below in LF cells\n", - "root = '{}/data/GAMA4/'.format(os.environ['HOME'])\n", - "#fpath = root + 'gama_gold_ddp_n8.fits'\n", - "fpath = findfile(ftype='ddp_n8', version=version, dryrun=dryrun, survey=survey)\n", - "fpath" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "9658b14a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:47.454773Z", - "iopub.status.busy": "2022-03-01T13:10:47.454241Z", - "iopub.status.idle": "2022-03-01T13:10:47.457186Z", - "shell.execute_reply": "2022-03-01T13:10:47.457612Z" - }, - "papermill": { - "duration": 0.02724, - "end_time": "2022-03-01T13:10:47.457748", - "exception": false, - "start_time": "2022-03-01T13:10:47.430508", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#! ls /global/cscratch1/sd/mjwilson/norberg/GAMA4/" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "2178d555", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:47.500007Z", - "iopub.status.busy": "2022-03-01T13:10:47.499515Z", - "iopub.status.idle": "2022-03-01T13:10:47.513228Z", - "shell.execute_reply": "2022-03-01T13:10:47.513642Z" - }, - "papermill": { - "duration": 0.037848, - "end_time": "2022-03-01T13:10:47.513785", - "exception": false, - "start_time": "2022-03-01T13:10:47.475937", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#ddps = fits.open(root + '/global/cscratch1/sd/mjwilson/norberg/GAMA4/gama_gold_ddp_n8.fits')\n", - "#ddps = fits.open(root+'gama_gold_ddp_n8.fits')\n", - "\n", - "ddps = fits.open(fpath)\n", - "ddps = ddps[1].header\n", - "#ddps" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "511b6569", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:47.555213Z", - "iopub.status.busy": "2022-03-01T13:10:47.552832Z", - "iopub.status.idle": "2022-03-01T13:10:47.557946Z", - "shell.execute_reply": "2022-03-01T13:10:47.558358Z" - }, - "papermill": { - "duration": 0.026368, - "end_time": "2022-03-01T13:10:47.558480", - "exception": false, - "start_time": "2022-03-01T13:10:47.532112", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#! ls /global/cscratch1/sd/mjwilson/desi/BGS/Sam" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "d7cdbccd", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:47.598324Z", - "iopub.status.busy": "2022-03-01T13:10:47.597868Z", - "iopub.status.idle": "2022-03-01T13:10:47.600997Z", - "shell.execute_reply": "2022-03-01T13:10:47.601370Z" - }, - "papermill": { - "duration": 0.025272, - "end_time": "2022-03-01T13:10:47.601481", - "exception": false, - "start_time": "2022-03-01T13:10:47.576209", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "field = 'G12'" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "983d1b1e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:47.640161Z", - "iopub.status.busy": "2022-03-01T13:10:47.639729Z", - "iopub.status.idle": "2022-03-01T13:10:54.712885Z", - "shell.execute_reply": "2022-03-01T13:10:54.711986Z" - }, - "papermill": { - "duration": 7.095107, - "end_time": "2022-03-01T13:10:54.713127", - "exception": false, - "start_time": "2022-03-01T13:10:47.618020", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, version=version, dryrun=dryrun, survey=survey)\n", - "randoms = Table.read(fpath)\n", - "#randoms = Table.read('{}/data/GAMA4/randoms/randoms_bd_ddp_n8_{}_0.fits'.format(os.environ['HOME'], field))" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "d7b43500", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:54.785885Z", - "iopub.status.busy": "2022-03-01T13:10:54.785111Z", - "iopub.status.idle": "2022-03-01T13:11:18.372131Z", - "shell.execute_reply": "2022-03-01T13:11:18.373057Z" - }, - "papermill": { - "duration": 23.627227, - "end_time": "2022-03-01T13:11:18.373358", - "exception": false, - "start_time": "2022-03-01T13:10:54.746131", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "randoms_slice = randoms[np.abs(randoms['CARTESIAN_Z']) < 5.]\n", - "\n", - "for idx in np.arange(1, 4, 1):\n", - " plt.scatter(randoms_slice['CARTESIAN_X'],\\\n", - " randoms_slice['CARTESIAN_Y'],\\\n", - " c=randoms_slice['DDP{}_DELTA8'.format(idx)],\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " vmin=-1.,\\\n", - " vmax=10.,\\\n", - " cmap='plasma')\n", - "\n", - " pl.xlabel('x [Mpc/h]')\n", - " pl.ylabel('y [Mpc/h]')\n", - " \n", - " plt.title('DDP{}'.format(idx))\n", - " plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "b3961485", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:18.471603Z", - "iopub.status.busy": "2022-03-01T13:11:18.470972Z", - "iopub.status.idle": "2022-03-01T13:11:19.787310Z", - "shell.execute_reply": "2022-03-01T13:11:19.788083Z" - }, - "papermill": { - "duration": 1.368692, - "end_time": "2022-03-01T13:11:19.788346", - "exception": false, - "start_time": "2022-03-01T13:11:18.419654", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'G12 GAMA Field')" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", - "\n", - "# TO DO: take from header\n", - "for i in np.arange(0, 9, 1):\n", - " ddp = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}.fits'.format(field, i))\n", - " vmax = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_vmax.fits'.format(field, i), 'VMAX')\n", - " lf = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'LUMFN')\n", - " ref = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'REFERENCE')\n", - " \n", - " lf = lf[lf['N'] > 0]\n", - "\n", - " lims = np.array(list(ddp.meta['D8{}LIMS'.format(i)][1:-1].split(','))).astype(np.float32)\n", - "\n", - " label = r'${:+.2f} \\leq \\delta_8 < {:+.2f}$'.format(lims[0], lims[1])\n", - "\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=label, alpha=0.5, c=colors[i])\n", - " pl.plot(lf['MEDIAN_M'], np.log10(lf['PHI_IVMAX']), label='', marker='.', lw=0.0, c=colors[i], markersize=4)\n", - "\n", - "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$')\n", - "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", - "\n", - "pl.xlim(-16., -23.0)\n", - "pl.ylim(-5, -0.5)\n", - "\n", - "pl.legend(frameon=False, loc=3, ncol=2, fontsize=10)\n", - "pl.title('{} GAMA Field'.format(field))" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "53b830e4", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:19.888289Z", - "iopub.status.busy": "2022-03-01T13:11:19.887697Z", - "iopub.status.idle": "2022-03-01T13:11:21.196288Z", - "shell.execute_reply": "2022-03-01T13:11:21.197225Z" - }, - "papermill": { - "duration": 1.361811, - "end_time": "2022-03-01T13:11:21.197528", - "exception": false, - "start_time": "2022-03-01T13:11:19.835717", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'All GAMA Fields')" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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WfjgSql00JP/uSQ5rQdRoH72iZ9bAWby+7XVAnTbVBFFD49DS25UfDvdqFw3WYU9zVAmiEGIiMBOYDSQJIfKB5VLKlldwjxDOyjkrIojL9izj3qn3YtAZDvGoNDSOXnq78sPhXu2ioKAgIvIFBQWsXbu2W5J5N+WoEsSw8K0Fes5vtw8yPm08GbYMiuuLqfZWs6JoBSdmn3ioh6WhccjpyWnNrtKTlR8O12oXDeNcvHgxTqezU313Bq3aRQc53KtdPLL6EZ7b9BwAP8n9CQ+c8IB6wFcP+74HVwWM6dqCuIbG4YRW7aLjaNUuGp+4oxvHdjAIICSlHHqoB3K4cmbOmRFB/HTvp7gDbiw1xfD4JJBBsKbA6ItAiEM8Ug0Nje5Gq3bRMdqbMk2WUia106ZXEEKEDvUYDmeGJw1nUPwgdtfsxh1w80XhF5wx4DQwx4O7ClzlUL4DUrXvHBoaRxpatYuO0V5gfl+aT6061AM4nBFCcFbOWZHtDwo+AEWBAdOjjfZ+ewhGpqGhodE3aE8Q+9L8WV8ay2HJmTlnRt5/tf8ranw1MOCYaIO93x2CUWloaGj0DdoTxDd6ZRQdoy+N5bBkUMIgRiSpC8z+kJ9P9nwCA46NNtijWYgaGhpHL20KopTy+t4aSHv0pbEcbuyrdLFscwlAo2nT93e9D5njQG9Rdzj3QM2BZuf7Q35WFa8i35mPP+TvlTFraBzN9Gblh0NR2aKv0uNxiEKIoJSy1eSZQohrpZT/amH/eCBXSvnfnhzfkU6dN8C1L6xmW0ktd54+jAunnM5f1/wVgO+Lv6fcX0NK9mTY/ZV6wp5vG4Vf1PnquGH5DfxQ9gOgZr4ZFD+IPEceeQl55DnyGOwYTP/4/hgULdhfQ+Ngia380FYQendVfmiobKHRO4H57a39FQgh4oEkKeVuACHEDGA+8HprgqnRMRZ+sJVtJbUAPPTRNrYVZzE+ZQo/lK8iJEN8tPsjLh0wPSqIe1dEBLHeX99IDAECoQA7nTvZ6dzZ6DoNQjnYMTgiknmOPPrb+6NXjqr8DxoaB8Xrr7/OrFmzgGjlh65mZYlN6N1aZpqGyhaHW4xhT9Abn1TteaqehlpRwimEkMAMYB5wl5RytxDiup4e4JHML2cNZUdpLd8VqHkC3/7xANkp5xNybEMx1PDBrg+4dNjV0RPCjjUuv4sbl9/YSAzTremUuEpavE5rQmlQDAxKGMTghOZCqVXd0NBoTndUfuipyhZHOn3hq3u+lHJww4YQ4iLA0WAtAs3/GjQ6TJLNyEvXTON3b2/ilZV7ASgs1yGcN2PJfpEfy35k/7T+9BM6NUC/ZBOu2iJu/OYe1pZGU7xeMfIKRiSPIN+Zz+7q3WTFZQGQ78xnp3Nnq0LpD/nZUbWDHVWNczwYFSM5CTkMSRzCZSMuY1TKqB56AhoarVP2+BM91nfqLTf3WN9tVX7oqcoWRwN9QRCbkoSaeDteSlkT3tY4CAw6hT9fMIbhGXZ+985mgiGJDMTj2jMfc+ZS3t//ORdkjmZfxRZ2Ggw8/e5cinyNwz5f3Pxio2290POf8/5DboI6zVLrq6WguiAikA0/S12lLY7JF/KxrWob26q28dX+r3jrvLdItiS32FZD40ijJys/9FRli6OBviCIBUKISlRL0IkaXrEGuFgIsRxIPIRjO6K4fPog8lLjuH7JW3iMP6AYK1CM5Ty29kkeMwUgK0Nt6Gs/B0JABnhi3RM8cvIjANiNdsaljmNc6rhG7Wp8NRQ4CyIime/MZ1fFTpK3l1BpFxQlC6q91SxctZAHT3xQzZqjN4PB0u33r6HRV+jJyg89VdniaKDHk3u352Ua0y5BSlkdsz0DmCmlvKdHB9hBxmVmyo9u+QW6RAe6pCT0KSkY0tLRZaSjS0pCpzt81sP+te51/r7+Tx1ub9FbGGAfwID4ASSbk3lt22uRY6/95LVOTXcGysoo/MWtuNetA+BAEqwaIlg9VOFPx1zE8BX/BJMdrv4IkvM6flMaGh3kcEjuvXjxYnJzcykoKIiI56RJkxoJ1eLFi1m4cCFLlixp05prmBptKopOpzNS2eLiiy/mjTfeYN68eaxduzYylXq409nk3n1GEGPanwogpfy050bVecbEx8v/Tm65sK5QFITJhGKxICwWdHFxKPF2dPHx6ByJ6BIT0aemoE9NRZ+RgS419ZAK6Nqi1Vz58VWN9smgiVAgAUXvROh8zOp/KpeNujIigiIm6fftn9/Osj3LAJieOZ3FpzWf/mkJ96ZNFN50M4Hi4mbHbBkesk+sRAlHxsqhZyF+9moX71BDo3UOB0E8FBzulS1aolurXfQWYRFsePoCmAj0KUFsCxkKId1uQm43AO2Frgshmguo3Y4SH6+KZ6IDfUoKutRUDBkZ6NLTu1VA85KGcP2Y+Rz49EOW6DLxl89CBq2AQOjq+Vn8Iv580sWQ3vK3zpvH38wnez8hJEOsKFrB90XfMzVzapvXrHn/fQ7c+2ukx6PuCH+JkG43JoeffsdVRcQQQGx/n5Lb5mI68RLss2ais9u76e41NI5stMoWXeeQW4hCiDuBPFTnmQLAAbzR1yzEcdnZ8oMrriRUW0Owro6Qy0XI5UZ6vchAoEevLYQAkxHFbEGxWNDZ4xA2G7r4hLCAJqJLSUGfmqIKaFoaOqOx3X493npOeuV4qmvH4im+EKT6/UhPgN+PLuXSy1qPePnNN7/hfzv/B8DYlLG8fNbLjazIBmQoRNljj1Hxz6h7uBIfT79HHsE6ZTKuz97B8O1NmBRPs3PrS4zs/SwZfXoGA196EeOAAe3ek4ZGe2gW4tHD4WghOqWU1wshLpJS/gei06Z9CUNGBll/+XOLx4LV1fiKiwmUlhEoKyVYWUmgsgpZU0OwJiqg0uUi5PUi/Z1LfyalBI+XoMdL0OnEX9R2eyEEGA2qgFqt6OxxKHFxKAkOVUCTktQp3PR0zs88nX+Ld1BMZchdl+MW8QTQ8+uNWWx7ayO/OXskBl3zDH83jruR9wrewx/ys758PZ/u+5QZA2Y0fi519RxYsIC6Tz6J7DPm5JD95D8w5eSAp5q4gkcgLIb1CD4sTeSCFHXq1Jbuw5bhpb64hMKbbmLgq6+hi7N16tlpaGhodJS+IIj5DW+EEIPC8YeOQzaaLqBLSMCSkADDhnWofbCuDl9REYGSUoJlZQSrqghUVhBqENDaOmR9PSG3m5DH0zUB9foIen0Eq6vbFNALCXFiQKDz5KPzLeStYSdQYOqHR2dkzbu7+NVX33DHxCQS+6Whz8jAmJGBLiGBzLhM5g6by8tbXgbg8bWPc3L2yZFge9++fRTeeCPeHdFAfduJJ9Dvr39Vpz8DPnjjCijdpI5Z0XNnZgZf5SgEynyctd2P3hQibXwduz404d2xkwMLFpD9+GMIpb2c9BoabSOlbHFGQ+PIoSuzn31BEIUQYgcwGfhECNEQfnHE5jDVxcVhGTIEhgzpUPug202guAR/cRGBsjKCFZUEqioJVVcTrK4hVF9HqC5GQH2+NvuL/TBQUEgTSRAsJeBzc2Xhh3wZP44Coxp4Tym8ss3HDNceEqXar9DrUcxmzrYZ2J8tqDEF8Rp28O6Omzk+ZRrB6moqX3oJWV8fuWbSNVeTdvvtCJ0OpIR3boWCzyPHxXn/YJrey1erH6Z0bTyF4ZwA/n4+7BlePMVm6j75hPInniD52mtxb9iIe91aXOvW4dm0GdOgQfR77O/oYzJ8BENBlm5fSqm7lDlD55Bhy+jQ89Y4sjGbzVRUVJCcnKyJ4hGKlJKKigrMZnOnzjvka4hN2iYAM4HlsSEYfYG0YWnymqevId4UT4IxgWRLMknmJNKsaWRYM0ixpPSZ0Iug202wtBR/cQmBslICZeUEnVUEnU58hftxr16NISsLYTRGLdCAB+rKUPQhFEOIA74UCo0pbErKIajo0MkQx7sKyQnVNrrWhsRaNibWAWDz6zhrmxWcNY3aqOubqZHpW4t+J5bQjyg6iaKXBBJH4//Jw7zp+55PPvonv36t8ZpsSEB+Jlg8kF2JWtg4FGp237YTT6D/P/+JUBRcfhcLvlrA5/s+B9TQkRvH3cilIy/VkpAf5fj9fgoLC/F4mq9baxw5mM1msrOzMRga/78fVmEXfZX4vHh5zMJjWj0uhMCkmDDrzVgNVmwGG3GGOBKMCSSYEkgyJ5FoTiTdmk6qNZU0axpGXfuOL92Ja+1a9l03j1B9PcJsZuCLL2AZO1ZdAy0tJfDdUoKfPkrdPgu1hVYA9tjT+W/eCeikxBzwcoyrkAne0kjGdr8I8faAMnw6VaDG50uGNEzRKgq6pCREjIOP0VCJNa4ssu2p1bE1ZGZ9lh6vEuK0dWDztjx+jwG+Gybw6ySj90CCC8y+xjXM0hYsQF5yNjd/cjObKjY162OwYzD3TL2HXEcu5e5yylxllLvLKXeXo1f0XDT0IuKN8V19xBoaGn2cPieIQogL2yrr1N7xQ0F7gthZBAKTzoRJb8KqVwXUbrRjN9gjAppkTiLVmkq6NZ10W/pBC2igspLdcy/Bv28fALrkZAa9/hrG7Oxoo/fuYO+D/6W+xBTZtSlpEPdNvxaXwQxSMmOQnYenJaCrKCNQVs4HxZ/xVv23mH0SRx1c9E2IdJ8ZXWoqIhTC5avHF/ThMAeId1QghJrxfXfQwHdWM06rKq8T8iWDw2Lq10F+ToikcoU0Z+P7cJlg/UDYlS7wGQVSERAKIaRAJ6EqQUeVOYjLCHUWSdBmpsLUsXXY3IRcFs1apE2vamgcofRFQdwJtJVafaaUsuUo+EPEoFGD5C9e+AXV3mrq/HXU+mpxBVy4A248AU+PF84VCAyKQbVA9VasBmtEQB1mBwmmBFIsKaSYU0i3pZNuScdibJ7+zLtrF3su+SnBanVG2piby6BX/40uIQEAGfCzY9Jogt7GjivbHP35v2Ovo86oWo5D0uJ45bpppNnN1OzYwrkfXkxFjGF15oDTuWXyrdS5qrn533MZX+3jt7WVGIOQL4wsMdnZrTdg8oPJD4OKJWeujf4tFjugyg6T7XVUeAzIIiMWd+P1nso42DBIFU+rFyxesPoa/7T4QJFQmqBmxNmbJvAYwGsAjxE8RoHHCG5jeNsAqboEHh//R0aMOkld89TQ0Dhi6IuC+AZqzGFrlSzmtjbgQ8XkyZNlQ37Blqjz1VHqKqXMVUaZq4wKbwVVniqqvdXU+mup9dXi9rupD9TjDXjxhdp2fOkOGgTUprdFBDTBmEDa/noGPvEuZncAsw/sY8YzZNGzGCwW/KWl7DzxJLUDIUFGRSg/Pot7jp9PrVENfUiyGXnhqikk/PYOvij5locvUggp0fZ6Rc9QWzZlVTv594ESfELwWGICHzUJnYivC/G3p0PENSzp6GD79P78J2M/M+tcXOStI+gXVB6wUbvXgj7Q9b/Z/UmwcaAqhGYfmH0Siw/0QSjIEIQUgdcAISGZ9SNkB+LRp6ViyO6PaehQLKNHYxg0EGN2NjqLlm9VQ+Nwo88JYnh/Dmp2mkop5bomx2ZIKT9pes6hpD1B7Cxun5sSd4kqou4yKt2VVHmrqPHWUO2rVi1QvwtXwIU36MUX9CHbLS3ZcVKLXAz9MZrEuzzLyp4JmYzOD3D5v3YBUJ0exDnYz8Bvop5aB+Id3H7cTVSbHIDAKCR3rHyJEw6spzBV4e07p/F5VeMq3uZQiOPdHj63WgjEePUpIcnMjTp+vi4B/QF1XVExhMg9qxR91gB+njucHys28eb+InL8qqNNcOKN7FuyH3cnKoVLGlepbrrdQEkCfDtCEAj7XitBOGabpF+TSjvCYkGJj0exWFCMRtXJR6jTtiGfD+nxqAkUEhPRpSSjT0pCF2dHsdvVmFB7PIb0NAxZWejT0xH6vuDsraFxdNAnBbFJmxmon1OrwyWfenI8DRlrpwCrpJQPduS87hbEzuIL+ih1lVJcX0yZq4xKTyWVnkpqfDXU+Gqo89dR56tTBTTgxRv0tiug2QW1DNwefdz7BtsZXATnfaROp64bE2LZjBBjNgnOWKYgwjJSkqhw75nHU2ZKAmlAhoycsG8z0+JLcF8wE5evjhW73mcPrWfwydtj5y8n3sFAcxZ7fx7Nq5p1jJOEQS4A1tsSuDQtgdPqXfy1tFxtoDcjb1nD/vsepvajj1rtXwJuA7jMEBRg8YPd3UQYBZTFQ4UNzH6we8Cnh9VDBF5jtKNJOyW5LZd7PHiEQElPx5ydjaFfPwz9sjBkZaFLSiJQUopp5Agso0Zpoqmh0U30eUGMaTseNR5xtZTyhx4YyyIp5fyY7TXA6x0Rxck5Drn6L2eAyQHmeLAmq6+4DIjPBHsmxKVDH1lzahDQMlcZJa4SKtwVVHoqqfZWRy1QXz0Z3+WTuM+JT69KxcgSPaN3qNO5750Km8aqojZyi+CsjxWU8BRqhUPw29Mns88ejftL1hUzxPwDUglRrSjs1xnQI3Dpon9jQW8K/uoJSG86Ewbu5e5/rcZaooqyHJNF+gkVJFbuiniO3pWazAc2K68dKGFUQ3zlxCvxnfUwD/z3Vr7d9xU+PfgMMLbfZP583J+pvGIe7zh28czp6u9CEQp2ox3HXic/+zzEhILGf/N+q5GvhofoVxxg2AEotcPrJwoMQUFKjSSpFkbsk2Q4W7YsewNhsaBLScE0aCCm4SMw9s9Gn5aGIT0d44ABKDYtg4+GRkc4LARRCHEhcD3qNOoDUsp/dfM4HMA9UsoFMfvmAQuklO3WGZrc3yJX395OMyHCtfysYLSpZYxMCWBJAEsyWJPAnq4KZ3w/sGcdcgGVfj/7rr+B2m+/wWMAYwD04RC/BWedwrAz7ShVG/GUbWHQDh2nfaSLiGKtGf5y2hg2p2VF+rMpNQy3rMYovGzwTORSVrLXKCjS66msT6MkMByvUD+8r/luM+duVD1ePSbJs5cHqYsDBYktJLGGQgjg/Tgbw3x+/q+iEmtIYpGSpf1H8ZysJBiegj0n9xx+f+zvMegM5P/wBXNX3YzXCBM8Hv5S5sU9YDSXBPfiUwTTi+3cvbof3g0be+y5BhSJVy8IKmpYiFkxYRB6CIWQoRAEg+qrm/7/dAMHYp08mbgJ4zGPHYspL09zCNLQaIFuFUQhxCBgDjALGs3JOVGtrf82ad+qIAoh4oF7gXnAMmBxT60dCiFyUdPE5UkpC8L75gGLpJTtfvHvkCB2flCgN6kCarCBKQ5M8WBxqOJpTQFbGtjSIaGfaonquz92MVhXx56fXYp3+/ZG+5+682keu+Z4dePbx+Hj/2NpWSIjPrFELLiggMWTjufdwVMQwgeKD6uumgR9CQl4mKNfjlsR1EoTq2tNePVWtpsnMfSAm7+8+32kn/dnBdk4Sv1zkkLgMZgQAR+mUIhCg54SvZ5zauvIDgQBqNQpbDcaqBUKtdZE0hy5xBnjsBvtrCtZR5mnjDyfj0eKy0mSIayhEGvi4rkpJQG/ENwx/AZOXrwW1zffdPvzbPRsBezMhGorZPgtDKgxQpU6JS2sVhSLBYlEuj1Il6v7LqzToUtOxjhoIOZRo7EdfxzWiRM1RyCNo55uEcRwFpl7gJ3AJ1LKXS20mYEqlh83CGMrXqanAgtQrcFFwNNNigOP76Ep04lSyrUx20sAh5RyVnvnTh6ZK1cvugVcleCuBG8NeGvBWwf+evC7IdSzVS8QAnQNAmoNC6gdLInqy5oMcWnhadwsSMjusID6i4rIv+AipFN1tAkIBddL/2Xa5HB+VinhvdupXPs8r+1K5ZQV0V9pnd7MbSffyv641EZ9LtQvZq7+cyTwn9AUvhPZTDeuwS+DpL1lJ7NWnSpd2y+D786pJGQLUmaJp8ZoIaToIBREuCow+D3sM+hJDgaZXRtNB7fJaMClKAQVHRXxGfj1Rur99dT4akgIBrmgth5LzN+3XkoKDXreirOh9wvOWhUk3iUZsh9ySsGoaq1ahistlQpbiC2imAMWD1Vxgmqraj2bfWo4R3KNZOJOST9/AFOC+rsP+QXeGgMh38HlW3VnJVGaqCDcXlJcOmzuENLjBb+/xSw9HUKnU8uO2WyqWPbLwjR4COZx4zCPGY0xNbX9PjQ0DnMOWhDDYjino9OYYQ/SCVLK/wohQlJKpcnxSuANorGIsYMQwF1SytM7cq2uEp5C3QVMarAYW2gzD9V6ZcCAAZP27NnTdqfeOnDuhdpi9eUqB1cFuKvA4wwLaD346iHghmDPh140s0DNCTEWaGp4CjcLEvrx0Z+eYcA7/46caho5kkEvvRhdnwoGkK9cTMFT6/FVNU6HVGuwcMcJN7E3Xg1o1xFklekGkoSa1i3gUXCVGqkvNlFXbCLgUp1E6vVmrj/1DurjTbx322nkpsRT7a5mv2s/JfUllNaXUJH/MV/v/4YNZiOXOWsY4vfjUhSKdAqbTWoCgaCio9ieSpHPiTUU4sLaOuwh9c8qRONsNvkGPctsVtKckB4IEjToqXM4sAQNuCwKAYMOk86EVUpslbupDnnZYTQSavCQlZJcXRyX5pzNmdu/xL53ZaNnEQpC7T4L5Zvj8NU0TxPX8Mfe2rRERRx8PVrw3TCFwhQ1JGSodSC/yr6SAVV6fPn5eLZtw1+4j0BFpZoz9mCnXhtqdFqtqmAmJKjhJgMGYho2DOOwoRiTktAlJKBoVqbGYUyfW0MUQjwgpby7lfYJwEIp5fUd7N/R1nEppbOV85ahrh+ubel4U3rEy9TnhppCqDkAtUVQXwGuMnA7YwS0Dvwu9RVoJadZNyAl/LjDhNjmw1zuw2ANYIwLYuqfRsrFpyLiUsGahvObzZQ8/V9CAUFQgAiJiNi4dUYWnjKftQkDOcb/A09V/536EhP1JUa8VS1bqo+On8PHg6YBYDQE+OSXs+ifZG3UpqiuiOvev4I97mIG+fy8ub8okpXehaBCr1Cu6PhDWipFCiyodJIUDOJSFGoUHd/W2LBbAmSZo8kTdhgNfGGxMNrrpeGP06c34jVY8Bgs+AIe8NVF2oeAcr0usmYppOSMOhfD/T51vVOGMAUV5F49Wf1cWGUIW0hS+kESwmVFBILoAl207PoaRiP69HRMeXlYp0zGOmECpsGD0cVrKe80+j59URBzWppy7ejxmHazUcMn2iTWkSZ83kLU9c4OiSEc+rALQBXQ2iJVQOuKoa40OoXrrmouoEFvhy0Hp0/H1no13tBRVUdykTNyzJJpwpZjQQYlVWtqCIUD462pPop1Cr7PEtXFMkAoEk+ygqkipGblbg2LhW0nnsNt5skgovabTpE89/NpnDhUnb7bW7OXaz++lqL6aA2r35ZVMLuuvlF3/7bH8bckB08XlzLOG7a8FT389HXKlm2n9LHHcEyqwTbMjVsIXIrgQ5uVLQYDQwMBqoVCnU6hTgjciiAoBJ6Gl6Kj1mihNujDKCW+cPIBnZScXVdPZiDIFpOJNVYrRo/CzJoakg2q+O7T6XnXbkUfhCnbJTN/kIzZ0/h3siMTvhkhGFIEE/PVRAGHI8JkQpeSgnHQIMxjxmCeMB5zv34YMjM1L1iNPkO3CaIQ4trOen/2teTeYRF1SimXh7cndkQY+4QgdpaAD2qKoHo/1B0IC2iF+vI4wVMdmcLdUBGi3q9aMBkmP6ml1bj2R6sB2HIshDwh3EWqlaozKSSOBGE0U1QSovpDPTLQxrqZAEu6gm2gGVtePJaBiQhbIkXBeB7YbGCTLxeXtFCPGTcmLp6Wx8XHGrn1i+spd6sxiDqhIychh9ryrbxbWIQ5/Ldbriick53JQ2UVHO+OqWBw7K0w4z4kgtIHH8S1ejWZx7gw138bafK+zcrJ9sFYS7dAOP2eD6hSFMr1Osp0Cv+227FKONbtJiAETyUm4Ax7cOqlxBYMUa2P/oknBoPMramLTIn+x26jNCaOML1SMuPHEIOLYMVwwfLx4XysgBKUDCiTTDpgYfieIPa6IOaQDuEPIMLJCQI69WW1xJOVOBCjwRzxXG36MxQMIOvqCTqdSG/PzTC0i8GALikJ44D+GHJyMWVnY8jMxJSXizEvD8Vkar8PDY1uoDsFsRLVCWaZlPLTDp4TlFLqYh1lwt6l84CC3kziLYSYierI80Z4VxIwv6kF2RKHpSB2kD0V9Zz88OcYpI8UalgyJ5UsKihd9DLuzTtQ9GqZJqGXkZJNCWNsmJOjH/KlB7xUfqA0EkVjvF+tep8bhzVLoDO2bDEGpOTTGgebA0NoWFkzyAADdIUE4nZRr/Pj1uk5Net4vi3Rs8S8kktrapgbdrApMhhYazTwk/oWvDRtqTB6Ngw8Vv0SsGEpwV1fEPsNbZ0plbH+OnQhd6NTawV8Z7FwjNuDPeb/ZJ9ez2VZ6VS2EdZwSXUNQ/1+XEJhh8nEJ4lp6IQOvaJHr+hRhEIwFEQRChJJna+O+kB9s34a0u7phR53wE2Nv4aQjE696oWeQQmDyE3IZVzKOMaljmNI0hCsBmuzvoI1Nfj27cO/bx++veGf+/bh37sXf1FRt4WAdAmDQV2/tFhQ4uLQxcWhxNlQLFaMg/MwjxyJecRIDP2ytBqGGgdFdwriPGAiqqhMBlahhkssl1L+0FKVCiFECFgITAJygPmo8YYFgAOQUsobOntTnSW81ljVwqGlUso57Z1/JAvigx9u5cnP8wE4ZVgqz101FYCQx8Peq67Gva5RZj2sxxzDgH89jXCXq9ZnTRHUFbPnx2+pe/ULUh0eEge7MFhDSHMiwpbS7vStTwb5pM7ONt+oyD4zPkbqthJn3scQowN9QEeFy8taa5AyQ5DLamrpql2xS68nJxD1Cn43OJXjlY04hAuyp+AOejEVraepzduQ9m2HwcDPM9OoCYticiDIb1wS64zfoU/KJTcQIumZMxEySBAovHARBY50DtQdUBMleCpwep1Ue6up99XjCrrwB/3U+mrxBJvX6TMIAxaDBZPORJ2vDnfQ3axNLEbFiN1gx6QzESCAw+RgbMpYTs4+mSmZU5oJpvT58O7ejXfbNjybt+Deshnvxk2E6upaucKhQUlIwDx8OOYRIzCPHIF5xAiMOTlaJh+NDtPdcYg5qKEK68JhFrNQi/rmAhVSyiFN2odQq1d8Gt6+U0r5UMzxi6SU/+nUIA4BR7IgevxB3ltfxAsrdvPLWUM5ZVha5Figqordl1yCf89eAIJCYcPvnmD27JMw6JpPke7dv4XkJ0/EZggvhF26FIbM6tD0rbO+lI/K/RS6x6ATqhVkxM9p1s0Mtvgor/PiCQRxC8mnCQHGeb0c42kyDag3q8WOmxCSEJN3nACwQZfIhGD0O9Lq0FAm2CrRhadoY6kyx+NIGIgo366KO7DeZOTajDTcivoc+vv9vFjqJOW4X8HQ02HFE7D+dbWD/sfA1R+yw7mTP6z4A+6Am9yEXHIdueQ58hhgH4BO6CiqL+K7A9/xwe4PKHOXNRsHqGJn1Blx+V2E6Lqjjl7osRqsJJuTGRg/kEEJg8iKyyIvIY9hScOIN8YTKCnBs2UL9StW4PpuJb69e5F9rLCuMJmwjB2L45K5xJ9+uiaOGm3SI0414VjCSO7RsAW2WEp5cZN2IVTBnCWlvCdm/3jUKcvc7s5K0xMcyYIYi5Sy2ZSUq2AXP87+KQ5XNa8Mm8XLI04nN8XGPWeNYOaItMbtD/wAi8PVMkzxcGd+p5IJfLz7Y37x9r+QB+ZiwY8NDw7FxaMTK1j94zriZS3xwsV+exXFpjrmOWuwhf+GvcKEIS4FJehVQ17C+NChl8GoIAqFgNHBM+6pnMxGhimFrY5np8EAjgEMTh0LcalgdkBdGZRtgQNrWWkQ3JieFnG0GeLz8VxRCQmh5v9XxaMv5FLfNkr9tS1eSy/0DIwfSK4jl9yEXNwBN5vLN7OubB1BGWzWXid0JJmT0Ct6fEEfdf66bk0Cb9aZybRlMjRxKNOypjE1Yyr97f1x+eoprN5LUXUhRTX7KaoppLh2P8W1RZTVFuP1uTD5ob83jpMsY5igG0RyrcBfUoKvuIjAgSJClZVdj6dsA31WJkmXXoZjzmzN61WjRXrMyzRsLSbErA02q1IRs4Y4IbaqhRBiAqpQLurphN7dwdEiiC0hpeSjVQU889YqVgXtjY4dm5fMr38yglFZaj1FPvkjfPWw+n7MxXDR052+3peFX/LvVTv4cGW0SK9Rp+ALqh+g4/s7eOqyUZzz1tmMqy/mnkon+f4hvOs9mWyzh7PzdIwI7kDs+rxZrJ8XPdKazkZ/Jl+7B6AQ4kxlJUOUqBerDx3bDHq2mwwcp7OTQSsWhwxBwMOn+hC3J8VFQjLGerw8XVyKNeZ/q14IrsxMZ5upa5mGdEKHTuhaLRumF3oCsnliCL3QY9QZ8Yf8BEKBbq2Y0hnyEvI4J+8cfpL7EzJsGUgpCRw4gGfLFjybN+PasBHPhg2EnM5uuZ4wmUg491yS589rXABb46inx8MumlqLTY616WUajju8Tkr5cHh7ApDf10TyaBbEBryBIC9+u4fHPt1BrSf64SsEzJmUzR2nDSPtxROgPJwCbu7LMOKcLl9vwX/W8/qqfc32//H80Vx+zEC2V23nqbUvsr1gEJvyMxu1GZFpZ2LtF/zB/1d0Qv0bL5N2rvTdjR8jPhRMBLDhIdnxCT/zb2egT7BNZrM91B+dvpbzLJsZYOpYxpl3DJJ77dG209weniwuxYg6PXtzeirfWNWAdr2U3FdeiQTyjQbyDQYKjEaK9N3njJ2XkMe8sfOYNWgWBiWaHKDMXcaq/atYunMpGys24g60vRbZFRpE2BVo7uQkEIxNHUu/uH6kWlI5rt9xTM2Yik5R7z1QXh4WyS24Nm7Au2EjgZKSg3L40aUkE3/hRSRdMhdjVlb7J2gc0fSkhRiPunY4BdXa61Qu0/Dxi1CnTWPXFZs55xxqNEGMUlHn5e+f7OCVlXsJxkwNphs9vGt/gNT67Wp2nDvzwdjc27GjePxBjl/4KeV1ja2iZ6+czKkj0iPbUkreXV/EX97fQlF14/Wtc5RvWWh4Go9i5XLPHWySOU2uIrHm/hWdqRyfczLeotkA6AmQQB33TXRz3sAQ1JWo656RrEM14YxD0TXMf5vgflvUJp1R7+Lh0nLuT07kjfioZf2HsgouqGvuUVovBLsMhohI7jJbOWDQU6xATQccK/VScmq9i7Pr6skOBAkYLSTE9yfNkYfe4qAuLpW3jfDMgS8odZc2Oz/JlERQBqn2VTfvXErMUpIZCGCUkhK9Hme4DqRe6DHrzJj0JtWDNuyK5A2qhbDr/G075tgNds7KPYvzB5/PqORRzabspc+Hr7AQ365duHfswL1qNb78fALl5RBobhW3hWK3YzvpJBIuuADr6FHoEhI6db7G4U93epnejyqAk8I/81HTnxUAa1DDKFqcMm2jz1ObhnC0tO9Qowlic3aU1PKX97fw2bbGzh9T4p3cMT7AlDOuQFEOzkX+3fUHuPnfjb1czQaFp6+YzAlDGufedPkC/N+bG/jvugON2+MlhIKP5mnUBiRZmXemk4Vr7wNgmO46Vm9snMT96uMG8ZuzR7bs7u+to7o4n907NlFcuIv36r/ls7i9kcN5viD5xuif/7yqam5xSzUnrd+l5sHtAC4hKNbrKNbrKdKFf4a33UIw3e1hbm0tqcH21+W2Gg18aLPykc1KkdHEqUljuMSYxZQ6J6SOYIM9kdeLv+Gj0tV4W5iGBbXosz28BugXApcQ+BUdZp0Zq96KTqfDF/ThCXg6VJuzgSRzEuflnccFQy4gJ6Hpl5fGSCkJVlZSt3IlNW++iWvtOjWNXSdQ4uMxjxqJbepUTCNGYJ0wQRPJI5zuFMSdqPlHF3ckk0z4nPYE8Y6G6dK29h1qNEFsnS+3l/Gn9zazvaSxJTCuv4Pf/GQEkwcltXJm+wSCIUbc9yH+YOO/U6NO4clLJzJzZNRS/HRrCTe8vBZvGynSYtciGxjdL56bz1RIshmYkjGF57/dze/f2dyozQXj+/HQnLHoFMF+p5vVu6tYtbuSNXuq2FZSGzOjJzGlvY8x+atm1z6rrp4Hyipw6xM40P9shLsCc/0B0ms3oae500xv4IcWviaoVCsKb8fZeMMex25ja616jiRzEhcNuYgzc84kNyE3Mq3aGlJKfLt2UfPJp9S++y7ebds6f1Gdgu2Y6SScfx5xp5yKLk7LsHOk0Z2CeJ2U8ulwuEXD16iCGKealqy99gRxAvA0akyjAGagJhL/ocMD6wU0QWybQDDEG6sLeWTZtmZTnD8Zm8ndZwxvlqO0I3y1o4zLn/m+xWN6RfDo3PGcMy6L/6wp5K7/rI9M4abEGbn5lMG8vHIveytdzByRxqSBifzx3S0t9pVsM/KPSydyTG4yAC9/t4f/+1/jeonD0u3UePzNpmWbI7Fnvwn2mHG7+vNZ8TpShLqudo//GvbKNE5XVnOmbiWpouUl85AUeDAgAUVK9IpEARRCCCS0Ynn5gT16HYUGAz4hMElJ/0CAgf4AnV2plMBqs4ml9jg2mYwU63R4lU5W85BSXWzuIgJBkjmJCWkTmNF/BpMyJpFhy2gzSD9YU0P9119T8+ln1H76KXS2vJZej3XaVBLnziXuxBNRzOYuj1+j79CjTjVhp5iZ4c0HWohDbDd1W0M1jfDmkthSUH0FTRA7Rq3Hz5Of5/PM17vwxVhqRp3CVccP4qZTBhNv7ri1cdtr6/jfD42nQA06EbEYFaEK7js/Rr1E+ydZeOnqaQxKsSGljMQg/uzplawoqADg9FHpHD8kld+/vYlAKNrXnacPZ/6JuSiK4JXv9vDrJqLYEjpFMCornskDk5g8KJHJAxNJsun51ef38mnhB9iVARhKb+Tsyv9xp+GNdvtrYFVoKLcrC9jniVaXsOBmMPsZbirn9EwPkx21ODz7oKZYXd/0u9QqKuEwDQkU6nSU6XUM9AdI7oZQB4ma2q5Yr6NIr1d/6vSUxGxXKTqG+n2c5HJzsstNrs/POrOJby0WvrGY2WY0HJRAgup5m2BKIMWSwjDHMPIS8zDrzRh1RoyKEZPOhFGn/oyXZjKWr8f57PMESpuvnwLqeNr6PDSZQFEgFMIyYgSOOXOIP+tMrfrHYUavJfduqYpFBwXxDWA26v/aIinljd02qG5CE8TOsa/SxcIPt/Lu+qJG+5NtRn45ayiXTOmPvoXA/lhqPX6m/Hk5nnCOVZNeiUyHptpNlNU2z805PMPOi1dPJS2+8bf5z7aWctXzqwBVwD7+5YnkpcaxsqCCG19ZS0V91KqdMTyNRy4eT4LVwKvf7+We/25o1JfVoDBpUBKTBiYyZVAS4/s7sJlaDs04UHeAVEsqBp2BsvJy4hdPxuRrnjDJa0ykst8pxNXtxl4Wk1o371Q2H/8EL62r4H/rDuD2N59aPSY3iRtPHqwmRA/4oGInlGyG/auhfBtU7VOTwfvr1VCRZohwrU2jurYppSqqLWTM6QgeITBI2aYlWqnT8a3ZxHcWM5tMRnYZDJGwlZ4i1ZLKT4dczGnbLfgXv4R///6D7lOx20k47zwS516MaciQ9k/QOOT0piAmNLXuOjBl+gCwqiFbTdjrdHJsEH9fQBPErrFmTyV/eHcLP+5zNto/ND2O+y8cy6SBia2e+8bqfdy1dD2gCt1ZYzJ5ZJka0pFoNRCSUO2OlnTqn2jh3V+cQIKlsQUaCIY467GvImuclx8zkD+ePzpyvKjazc3/XseaPVGhyk608OSlExmb7eC17/dyd4wo9nNY+MN5o5gR4+naYda+CG/for6Pz4YRZ6uhKf2PAZ1eLab4/h2w+tnoOZYksGcQMNgp8hrY4RQUeYzUYqVWWqjFQgiFk/PsnJIXjy7oU7PpBLxq1p79a6B4Q/OxOAZByhC12oirXE32HltiTIbUwtc+V+fE0Z6h1t2sr1TLmXUAv6Jjt9nGj7oQm40GthqN7DAa8HR2arYD6BU9Pxl0FudUDCD5n2/i391OndMOYpk0icRL5mI/7TQtWXkfpjsKBA+SUu7u5EUHSSl3dyTsomnqtr6Yzk0TxK4TCkneWX+AhR9s5UDM+ptOEfxy5hBuOHkwuha8UecuWsHKXZUA3HvWcK6YPohTH/68UR9NmTwwkXPHZ3Hm6ExS7eqH0uur9rLgP6og2Iw6Pr/zlMixBvzBEA9+uJWnv4r6ihl1Cr85ZySXTRvA66v2NRJFgNNGpvPbc0fRz9HJKbPijYCE9NEtTxtKCV88CJ//pXP9dgShwKgL4NhfQNb45sdri9XxVeZD1R6oPQC1JVBfqtbrDPlB6EBnAMWgbntrI+nsupMQgn0mC2uMOr52pLLDkYlBb8YVcFHlqWoxzrGzjEkZw/mhcYxZ9AXs7JCfYLvoHA4Szj+fxMsuw5jdr1v61Og+usVCFELcibq+t7sDba9Dtfp+6IAgtpQQPOKc0xUx7gk0QTx4PP4gz3y9iyc/20m9Lzr1Nz03mb9dMp70mGnOfZUuTnjwM0Bd2/vunhmkxZt564f93PraD436TYkzNnPkUQRMz0vmJ2Oy+Psn2ympUT+wfzVrKLfMaH1q68ONRdy5ZD213mi4wXnjs/jLBWP4dGsp9721kSpX1Cq1GHTcNnMIVx+fw7biWp79ehfpCWauOnZQs2nbTrPmBfj4N+DthiV1vQUmXg7Tb4LEQV3ro64Min6E0s1QtRtq9qvxmW6nGpPprYUeCPSPYEuFkefDmNmQPRWfDLCudB27nLtYV7qOr/Z/RW2TtHgCgV7RIxCtZvkBcJgcnJd0MuebptIvoT/CakWx2lBsVhSbDWEwEPJ4qPngAyqe/hf+XR0QT4OBlPnzSb72Gs0hpw/RrV6mqNUu8oG1qPGHoFatyAWmonqfLojJcdqeIN4f7q8yvCsJyCPqdTpPSnl6hwfZQ9izh8lpv1yMxahgM+qxmfTYLXocFgMOi4HkOBMpcSbS482kx5vJiDeia6M80NHMfqebW19dx+qYKcpEq4GH54yLTEM+9smOyPToycNSeT5cgUNKyex/rohMb84/MZdbZwzh1//byNs/HmiUKKApaXYTn995MlZj28mfd5fXc+Mra9lcFPX8HJwWx1OXTiQ5zsTCD7by+urGGXQcVgPVLn/E59OkV/jp1AHccHJeI6HvNH6Puv7nrQVPjZoQwFsbrmWpvpeeGjYWOvm+0IUXA15pwCeMnDAim+lDsxDmeMg9BWzJXR9HWwSD6lplySbY+506ResqU8cb9KnTwDLYyvplF0nor1q6oy+CzHEghJpicM9H/HX1XymuL27U3KKzYDPYqPPXtVhNpAGBYErGFG6ZcAvj08a32s5XUUHRnXfhWrGi3Sw6SkIC6b/7HQlnnK6VruoDdPsaYkwe0mRUMXQC3wOfdGENsSG2sbW/lJmtDb43icseJsfd/GSH2wshMOsVzAYdVpOeOJMeu1lPvFlPotVIks1Iit1Iht1MeoKZ9DgzRuPRI6CBYIjHPtnB45/tbPR5ctVxg1hwxnDO+NuX7K5Qp8Qe++kEzh0XTblVXufl6a8KGNvPwU/GZjba/8HGYt758QCrdlc2+5xaeNEY5k4Z0KHxefxBfvf2Jl6LSR1nMeh44KIxnDe+H6t3V/LrNzewraTtLCxGvcLPpg7g+pPyyEjoWSvhqx1l3PraD1TGOAidMSqDB+eM7ZBnr9sXpNbrJzXO1H0f3JV7YP8qKN0KFflQvUfN+OP3qGIZ8HRsulXoIp6zzUgerK7DJuWCPROPNZFXCz/jqe2v4w417ttmUD2P3QF3u8kCxiSPYf64+RyfdXyrX279xcWUPPgQte+/3+4t6DIyyPjtfcSfckq7bTV6jl5zqmnl4u0JYrOE4E2ON0oKfqjorCB2FiEERp2CxahgMaoCGm9WRTTRZiLJaiQ1zkhKnIlMh5mseMsRIaAr8iu47fV1kSlNULPH7K1UxdBu1rPq1zMxGzp3r8XVHt7bUMQ7Px7gx0Ins0ak8+SlE9v1bG3Kf9YU8uv/bYh4ugJcdswALjtmIH94ZzPf5lc0O0eniGaWqlGv8NMp/bnh5ME9KowHnG5u+vda1u11RvblpNh46rKJDM9oXP3BHwzxwz4n3+ws59v8CtbtrcIflCTbjIzJTmBstoNx4Z9N11wPimBQ9YTdvwZKt0DFDtXCrDnQYumuriIVPU6Dib34KdXpeD/OxnJb52JhTToT6ZZ0hiUNY1rmNM7MPZN4Y/MqGp5t2yh96GHqv/663T71WVkkXvVzEufORWfsWrJ3ja7TpwXxcGHCxEnytfc/o7jaQ1mdl/JaL06XH6fLT7XHT503QJ0ngNsfxOMP4u9ACq2DxajXYTEoWMNTuHEmPQ6LHofNSKLVSGqciTR73xfQynofdy39keVbmseH/XRqf+6/cOxB9d9SSavOsLW4hhtfXktBeetpwWJDQtpCAINSrEzLSWZwWhxnjM4gO7Hr+V5bwhcI8Zf3t/D8t7sj+8wGhT+fP4ZhGXZW5FfwTX453++qxOXrWIacrARzjEg6mJqThFHfzR6g7mrY/iF8v1gVyx6ozPGfOBv3Jyd2KrGATuhwmBwYdUb0Qk+OI4djM4/l7JyzSbA0TvNWv2IFJQsX4t3aTpYcRUGfno79rLNI+vmVGFNT226v0W30WD3EjuQbbUkQ20vefSQk965z+yiu8VJc46Gs1ktZrZcqtx9nvY8aT4Barz8ioG5/EH8HPkwPFpNeh8WoCqjdbMBu1pNgMZBkVddAU+1m0uwmshxmUuN6dw1USsnz3+7m/ve3NkqttuT66Uw5iNRv3UWdN8CC/6znvSZxlYqAK48dxO2zhrJqdyX3vbWJwqqOO5boFcGFE/txx+nDSLN33nLc73Szp6KeyQMbC1QoJHnzh/3835sbcPs7/rdlMehajHVsypC0OF65blqXxtwhag7At4/D7hVQvrVzzjpCCa/rtfzZ5nT055Uxp7PSV8a2ym0d9laNN8Zj1VsjX670Qs+ghEFMz5zOubnnRsRRhkLUfvQxxX/4A8Gq5jGnjTAa0SclYZ02laQrr8QycmSHb1Oja/SUID4lpbwhXBNxIaozjRPV0eb+tpxqYtYNW2OmlHJKlwbWQ/S0l6nbF6So2k1JtYfSWi9ldV6qXL6IgNZ4AtT7Ari8Adz+EL5Az+a+VITApNdhNeqwmXTEmfXEmw04rAZ1/dNmIi3eRHqCmX4OCwmW7pn62XSgmlteXUdBWT1TBiXyxvzpfcYRQUrJiyv28Kf3NuMPSsb3d/Cn80czul/USnD7gjz7zS5W5FdQXqd+Eap0+TpUvSjJamBsdgLDMxMYnmFnaLqdvDQbpnBZqGq3n13ldXy9o4Kvd5Sxpbg2EoepCDDrdQSlJBCSbToXtYYAjh+Swk2nDKao2s2P+6pZX+hk04GaFq3fcdkJvDZvOpYmMw/rC52U13k5bnBKZOwHjbsaNv8PVv0Litd34GYUMCWoxamlBF+dmsWnAaMNLlhEaPhP2F+7n61VW/mh9Afe3PFmM0/VWAyKgSRzEopobGHqhZ7BiYOZOWAmZ+ScgVFnRIZCFP/xjzhffa398ZpM6BMSMA0fTuLll2M/4fj2z9HoEj0liDNQPU7zgI9jLTohxLVSyn+F37ckiG+gCmfzBRiVuX3BkSaWvhZ24fMFOVDjpqTWS2m1h4p6H+X1PqrqvdSGBbTOG8DtC+D2hfAFQ/Tk9Lhep2DR67AYVfG0mw0kmNXp22Rb56Zv/cEQW4pqGJpu7/TaYW9QVO1mf5WbiQMSO1TNIxAMUenyUVbj5bNtpSxZXcieyo5ZJTpFkJ1ooaLOS523dxKAp9lN/OvKyYzNdgDq+LeX1LG+0MkP+5wsWVMYEdwzRmXw5KUTURRBIBjiwY+2sfhL1fk8Jc7E5ccM5NJjBpAS141rkMUb4Ju/w8b/tu5o0wgBQq8qfsjf+FDKcDUUZcTZYE0iEArw+b7PeerHp9hetb3VHnVChyKUyE8hBIpQUFAw681MTJvI7KGzmZo5lbqVK9l/402EOlCJQ5jNKPHxmPJySbzsMuJnzOjA/Wl0ht4oEDwBNSn3clShmyulfDp8rMU1xLBlmQtUNnWaac/R5lDQ1wSxszQIaJEzaoFW1KsWaLUnQK0nPIXrC+IOBAn04BporANR7PRtotVAktVEaryRjHjV+3aAw0JcN1mffQUpJav3VLFyVwXLNpWwYX81XTDo2sWgE+gVBb1OoFMEofBFpISQlISkakkGQrLZ9XUKXDZtEHMmZzM4La7RF5OXvtvDb2JyvM4/MZdrjs/h5lfX8f2uSppi1CucNy6Lq4/PYURmc4eULlO1G1b8A9a90uEyWi2iM6oxjgkDIHMsDP8JDDyeffUHeGzdYyzfs5xAK2Ww2iLeGE92XDbH9TuOOfEn4brt1/h25nfoXGG1otjtGPv3J/HSS4k7bZYWxtVN9IpTTThB9zzUifvFHY1DDLeZET5vdcN5fY3DXRA7S7Xbx35neAq3xkt5vRdnvZ8qt58at+pEVO8N4PKpTkShHrQ+DXoFazh8Jd5sID4c/5lsU63OtHgTWQ4L/RLMh6V4VtX7WPjhVl5fta9DbiQGnWBQso3JAxM5dXg6Rr3g9+9sbuT00z/RwmM/ncCEAc1T43n8Qd76YT8vfLunUaxlayhC9fwdkm5naHocQ9LsfLatlLdikq7HmfTUxSQzsBp1LTrsHJuXzNXH5XDq8LSDrpUZIRiA6n1QWaC+DqxTnXNcrU1AtYBQwJoM+vCaqDEO0kdB3qn4h53FSwVv8vT6p9stdtwUg2LAYXJg1pkZacvj3P8Vk/L5xlZjzJoNy2ZDiYvD2K8fSddcrVmM3UCPCWI4D+kEYFlr9Qs742UqhBgPTEYVxh+6PLAe4GgTxM4QDAapqPdxwOmhuMZLWa2HijovlS4/1W4/tWEL1NUL07cN4mkLi6fdoifJaiQ5Tl33zAivefZLtDZb+zrUrC90ct9bm/ihSd5XUAXujNEZzBqZwcQBjmbhI25fkD+8u5lXv48WJ9Yrgl+dNixSvWNfpYuXv9vD66v34XT5m16i3WIPHUEAN50ymEuPGcC764t4Y9VedpQ2t97sJj1jshP45ayhPeM0JSX8+Bp8eA942nFsiUVvUXPHxnqhKnpIyoEBx/JdWi4Pbf83O5w7Olz0GMButGPT21AQjN/q5fhPSxlYAoYQoNOpoSitIQS6lBSEwYAxJ4eUG67HNrlPrSgdVvTUGuIdQEO+0ZnA7JYyynRUEIUQFwLXo06jPtCwBtlX0ASx+2hp+jYSxuL2q9O33gD13iCeQLDHxNOo12E1KthMBhIsasKE5DgTqXEmMhPMZCdayHZYSYzrPaszFJIsXVPIv74uwGExMmNEGjNHppOXGteh899bX8Td/11PrSdqrR0/OAWzQeGTraXNBM9sUDh/fD8unz6QvNQ48svqWL+vmn98vrNT3rIHQ26qjZtPGcxPxmZ2nxNOA/Xl8NGvYX0Lji1CaT17jlDUZACKrvnP+Cw8/Y/huQQ7r+z7mGpfx1LrNViLekVP2n4XI36sIq9IMuSAxOoFJT5eXWdsRRx1qakIgwEhBKYRw0m55RYsw4Z19ElohOnO1G0NU5sCcMQm4A6vCc5oKmRtCaIQIh64F3WqdRnqVGufWjtsQBPEQ0MwGKS4xkeh00WxMxoDWunyUeMOUBNe+3T5AngCPWN5GnRK2NtWDVNxWI2k2Iyk2E1kJJjIdljpn2QluTsdRw6CfZUubn1tHWtjgvOb0j/JwhXHqGuEDmtzwfcHQ/zu7U28sjJqcSZYDMwamc7+KjerdldG6kh2F4lWA5cdM5BLpw3s/uQFZdvgm8dg/evNHWt05q6VutKbCKWNYXVGHk8GS1lT07H1wQZrMb7az5ANldjqAmSXw9D9kqQ6MObl4T9wAOlu/oVESUqK5EUVioLtmGNIu+NX6ByOzo//KKUnvUwbTq4MJ/JuKVF3S16mpwILUK3BRcDTsSnfhBDjtSlTjc7i8wUpqfNQWOmmtNZLSY2H8noflfU+amIsT7cv2CPiqY8VznCISnKciYx4M1kOCwOSLeQkx/XKVK0/GOLRZdt56ov8RlbhiUNTuXL6QE4eltZihZFYGsJMfv/OpojTjcWgQyIbZe6ZNDCR9fuc+GMKLdvNBuLNehRF4AuEqHH7GyV0bwudIjhjVAZXHjuIKYMSuzfspno/fPckrHleDcWIReihs84zikF1yNHp2RufzpI4M/927cUn2v7bMulMxBvjMaAja3cd/fNr0QUlKTWS4YWSLH8ccVOm4Fr5fTPvVBEXh2K3R56LYrGQcMH5JF51leZ40wF6ShAjtQ/DDjWTUadOVwEFDYLWiiBWAm8QjUWMHYQA7uqJhN5CCAeqNepEDRdBSrmgI+dqgnhk0TBtW+h0U1ztoSScQKEqnH2oxu2n3qsmTuhOh6GGHLdxJgPxVnWaNiXOSLrdTFaimYFJNgYkW7strvPbneU8+80uBibbuHTaAHI7OPUayxfby7j5lbWNKoCA6jjzwEVjOXdcFp9tLeWaF1ZFhDM70UJJjQd/8OCe3YjMeO4+czgnDe3mTC6uSlj1DKz8p1oLsiPoTWpsY8CjJlZvQNGroqioSeMLFXjS5GetXmG/XtdyiS/UROKpllQ1VMMbImerk+QS1VJ11EtG7pXkpg5FMVnw/Phj43PD4RlCH01Ur09LI+WG67GfdFInHsTRR48JIuoUaWz84XVSyqfDx3JaK/8khHhASnl3G/0ulFJe36WBtT3mhbECKIRYAyySUi5u71xNEI9OGqZs91bUU1zjoajGTXmtj0qXLyKcLm8Qlz/QpWD41jDpdWo+W4uBRKuB5DgjafEm+jus5KXGkZPaO5ZmAztLa7n6+dWRHLN5qTYWXT6JwWn2SJsXV+zmvrc2tdqHSa8wLTeZE4ekcOLQVJJsRl5asYdnv9nVaM2zKULAfWeP5KrjcrrvhhrwueCHV+Dbx8C5t/32rSF0YUtRTaJeQ4j3cbFXJ9lqNLLFZEQa7dQHWnAwMtgZkjiEElcJCaUucrc4MbtUazrBJRmxT5JjG0hwz97GXk+Kgi4hAczmiLUohMA8fhxpd9+tpYNrhZ70Mp2AmqWmYfJ8TUfWEIUQOVLKVguKtXf8IMabjyq2i8PbSwCklHPaO1cTRI22CAaDlNX52FOprnUWVbsjsZ5V9aq3bZ0n0G1OQkIILAYddrM+kjkoI8FEv0QrOclW8lLt3e4MVFXvY9GXBVgMOq45IYc4U/MyWn94ZzPPfhP91x2eYefEoamcMCSFKYOSWky04PEHeWP1Pv62bAeVrtZrFl52zAB+d86oTido7xDBABSuUhONV+RHQzgqdnY84bjQgTVFdbxRdPiQfIKbXcKPRLDHoKcsLgVv4iA2VG1pfCqCq0dfTamrlB+L15GRX0V2QS1KeGY63i0Zs0uSVdm8LJBityPMZoQhWtFEsVhIvOJykubOPYiHcmTSG4H5M1CnSZuJWKwgxq4Nhh1q5oXP65W8pUKIXCllQcz2GuB1KeWD7Z2rCaJGd+D2BdlbWc/eChf7w9O1apo+P06XT3UQ8nePaJr0qmA6wuXGMhLMDEiykJsax/AMe7dNy8YipeTjzSV4/EGm5yZ3qkiy6mG7jwc+3EplffOwEFDjHX8xYzDnj+938AWYO4KUUFsMe76B7xfBvlV0KOm4JQn0JqSi43u8rBHRai5+RcfYtEk8olSz213S6LTTB57OTeNv4vlNz7OhYAXZWytIKvXQsCSZVCuZmK863zRFl5YKQkHErCOa8nJJu/tuzHl5Xbn7I5I+Ue0iHLM4EcgB5qOGWBSg1lOUUsobenQgzcc1EdWZZ1JH2muCqNFb+HxBCqvVpN0HnB6KajyU1nioDDsI1YaTwh/s/67FoMdhNZASpyY3yHZYyEuzMTTdTlaC+ZA6aLy0YjcLP9zWKNi/KdmJFmaOSOe4wSmcMCSld9L8lW2Hr/4KG5dCqAMOOGMvgepCdjp38iluAmFlExKmCSvfJGWyWDZOIJATn8Mzpz9DIBTgmQ3PsKbgK5L2VZNeWI/Jo5qMGVUhJu0AW1ODWq9HsVkRZktEGIXBgGP2RSRefbXmdEPfEcRIOjYhxJ1Syodi2lwUG8LRw+NxABcDc4AFUsq1bbSdh2rFMmDAgEl79uzpjSFqaLSL2xdkZ2ktu8vr2VvlUi3N8NpmjctPvS9wUM5Aep1CgtlAos1IeryJ/olWBqfFMSLTTv9ES698sPqDIZ77ZhevrtzLroq2c79mJ1p4eM44jslN7vFxAeDcF/ZWfaHttHFCgQsWQ1Iue759lI+KvmmUBm6YNODSm/m9XcEb43xj09t4auZTTEifQFFdEU/+8CSri1cRX+YivbA+YjUOKQwxdg/omv6qFQVhsaDExUWE0ZSbQ8bvfocxO7s7n8RhR58RRNQqFvfEHBsPJAG5XQ3EDwtcq0gpnW2cqznVaByRBINBdpW72FVez55KF0XVbkpr1OobTpefOl+gyxamQa/gsBgjpcJyU2wMSbMzsl98j0zDAri8AW59bR3LWqiZ2YAArj4+hztPH9Z7SeE75K0q4MKnYewcyp17+Ot7V2Ks2kN6QBVGIcGgM/JKnJnymPVRgWDB1AVcOuJSAHZW7eSpH59iY/lGDJ4A6fvqyNhbh80jmbxdkl3RfH0RIdS8qGFhFGYTST+/iqSL23WbOGLpE4IYfj8hNpF32ClnJqoodTqHqRBiNtBumagGz1IhhCNWIMMW4CIpZbuBTpogahxJNFiYO0vr2FNRT6EzHHZS76Pa4+9ScnchBDajLrxeaSE3xcbILDvj+yd2W9KCb3aWM+/F1W3GNOak2Hh07njG93d0yzU7hN+teqt+9QjU7G+5zTlPwKTL8QV9/PG7P7Ji61LGe7zk+AMIJG4hWGazsd8Q46wkJUnmZOYOn8t1Y67DoDOwrmQdT/34FLtrdkNIkr67mgG76kmuDjF1OyS3lG61iTBaxo4h8/e/V71UjzL6jCAeSoQQM1Gz4SQ2iKImiBoazQkGgxyo9rC9pJZd5S72VNRTVK0KptPdNbGMM+lJiTPRL1EVytH9EhiTndAli3JHSS1XPb+qzdRyilBzqt5y6pBGhZN7nGAAPrgLVj/T8vGxl8C5jyF1Rj7b9xmvbn2VTYXfMsbrZYTPh05KvrRa2Gpq/gVCJ3RMy5jGr6b8iqGJQ3l357u8sOUFqr3V6PwhBm6uIKPYR/+yEJN2gqmlJU5FUfOi6vXoEhJI/83/YZs4sXufQR+nzwqiEOJUKeWnPTqA6LUcwD1N4hC1sAsNjU4QDAbZU+lm0/5q8svq2FPpprRGrcdZ5+3cNKwQgjiTnowEM4OSrYzKSmDSwMQOJQ8oq/Vy7Yur+bGFROixDMuw87e547u37FRH2Pw2/HceBFoQbWsKnP4XGDMHFIV9Nfv4z47/8N62pfSrKWGM18ceg54fzCaqWlmrTbemc9mIyzgv9zxe2PICy/Yswx/yY63xMWR9BYnVQcbskuQVtzCNqtOpoqjTIfQ6HHPmkHLddd3+CPoqfVkQr+3q2mEXxzIRdYrWiZapRkOjW6lz+9haXMuW4lp2lNaxv8pNSY0Hp9vfKaG0GHSkxZsZmGRlWIadSQMTGZlpb+bI4/YFuf2NH/hgY3Gb/ekUwe2zhjL/xNyeiWFsjfKd8NrPoHxby8fTR8OM+2DIaSAE/qCfzws/583Nr1Kz92vGeb3UC8FWo5F8owGP0nzsOqHj2KxjOTfvXD7e/TEbKzaChPR9dQzaXk1GpWTSDklCU13W69ElJ0ccbswjR5D1pz8dFTlR+7IgXtdQSLivowmihkbXcPuCrN/vZNP+GvJLayl0eiit9VDr6bhFadAppNpN5KXEMapfPMcNTiE3NY5QSPLCit28/N0e8svaLhI8MiuehReOZUx2L66beevg7VtgUxuh1qMugHOfAFPUMi5wFnDXZ7diLN3GBK8XUyhEpd7IDqOeDUYDsoV0cMMSh3Hx0It5ffvr1PpqMfhCDNriJOOAi1F7JMMKIVZShcmEkpiICAutPjGRjL/8+YivoNGXBbFXLcSDQRNEDY3updrt44e9TtYXVrOzrI59lS4q6n0dXqO0GvX0S7QwJDWOCQMcJFiMfLK1lLd+3E9FXcsZbwRw5bGD+NVpQ7GbDS226XakhO+ego//D2QrzkBpI2Huy5AcDaCv99fz669/zRd7ljPG62Wix0tySDASA8sMkuUWIyX6xtmCFKHw52P/zA9lP/D1ga8JyRAJFV5Gri0nrUoyfYvEEpPzQElIQFgsEVEUJiOpv7iVhDPP6PbH0FfQBLEb0ARRQ6Pn8fmCbCyq4Yd9TrYW17Cv0kVJjRdvoP1KGUIIkm1GBqXYiDfr2VPh4uud5bSUYjYj3szvzh3J6aMyureaRlvs/gbeuKL18AxzAlz0DAyZFdkVkiEWrV/Ekz88iSkUYqLXy0SPj5nSQlZI8KXi402zwrdWS+QcgeBXk3/FyKSRPLr2Ucrd5aQecDF0fRX6oOT4zZK0mBKOhuxs1VIPa4EQgvhzzyH55puPyED+viyI2pSphoZGmwSDQXaW1bOyoIL1+2vYXVFPWY2nQ/UY40x6iqo91LSSPHzG8DR+f94oshOt3T3slqkpUtcVD7SWD0TAKb+GE+9oVCXj072fcs9X9+AKuLCFQkx1e/iZT2GqNBKSkv/qfDwcb8Ids854cvbJ3Df9Pp5e/zRf7P+C3A0VZBSqi4kTd4YYHLP0ah49mmB9PdIbTTFnGTuGzPvvR2eJiu2RQJ8VxMMJTRA1NPoOPl+Q7/dWsna3ky1hS7I15x0pJTWeAHXelq1Mi0HHL2cN4arjcjD0htNNwKeGZqx5rvU2/SbBZW+CJbreme/M59bPbmVPjZoxKzUQ4GqvwhwvGCR8HKjgycQEdhmjoSyZtkweOukhan21PLbqUQZ9th1bvTolPWpviFExBT5sJ55IwFlFsDyaSs7YP5vMRx/FmJTUTTd/6DmsBLFp8H5fQRNEDY2+TWmNmy+2l7N2TxU7SusoqfE0Sl/nDYSoqPO1mpp7aJqNB2aPY+KAxN4Z8IalqsONv5W0dDoTnPYnmHIthC2/Gl8Nd315F9/s/0ZtIyUnY+N3dX6qXGWUBT0sjbfzcZwt0o1e6Llt0m2cP/h8Hv34t4TeXYYu/N1g2H7JuF3RJxJ//nkEa2vxbtkaPT8picyFDxwxCcL7tCCGq15cDKwO109sVmexL6AJoobG4UW128dXO8pYvbuKbcW1HKj24POrZbramm7NTbVy5+nDOXN0Zs8PsmwbvH5566EZAHoLJPSDuAywZxCMS+dx716ecUaLBifoLNwdiCO1eCOKlGy2WFmUYKdWiU67ntz/ZP503J/47Nk/smXl+/j0AqRkaKmO8TuiU8qOyy9H+v3Uf/llZJ9isZBx333Ypk3t3vs/BPR1QXwAqEBNwTYBWApUSCkf7tGBdRJNEDU0Dm/cviBf7yjjyx1lLNtcQnGNt832DouB4wYnc+aYDE4bnoGxpwoye+vg3dtgw5JOnfahzcp9KUmN1g0H+PzMd1aTGQiQaknhXruODfqoKOYm5PLa2a+x+YpL+C6wg/L4sChWGBm/Nfo8Um+7DXQKztdej0xDC4OBtNt/Sfzppx/U7R5q+rogRqpgNGzTSm3FQ4kmiBoaRxYfby7iplfW4Q+2/RmoE2pCc5NewaTXYdYLzh2fza9OG9p9HqpSqunePrwHgq0XSW7KNqOBX6SlciAm/6kIhbigrp75fgOpwsSjVnjJHB3nX47/C2elnczWE45jY0aArdmCoCIZVWpi7NZwMWSDgcHLl1O/8jvK//Ek0q/Gagi9jpQbbsRxwfndctuHgrYEsRfTNkQRQuwQQjwlhDgVaBQlK6X8pK+JoYaGxpHHaSMzWXnvTIal29tsF5Tg8YeodgcorfWyt8rDE5/t5JZ/r6OqlXjHTiOEulZ49YeQ0L+VNgokD4YB0yFvBgyeybD0SbzmMjLBGw0ulIrCf+PtPDpoDIbEQdzlguvdUdH/8Pu/obOYyP7jnxm7W3L85hBmP6wdEGBvVjg20++n4qUXcZx7Lhm/+y2KWS3GLANByv/xDyr//Wr33Hcf45BYiOFp0lXALNRUaonA/cByKeUPPTqgLqJZiBoaRyaBYIjfvr2JV1bubb9xEzITzAzLsHPy0FRmT+xHXHeUv3JVwpvzYcfH7bc1J0DWBGoyRnNV+Zds9zsjhxQJX17wAQlrX6Bw4xucGa96l+ql5PNABgnnPMbuux7EvXIlNRb4ZqQgaDVx9leqleix6Bm07CMSU7JwrV9P0b2/JuRSHYCEEDh+egkp11578Pfby/TpKdNwmxxUYZyFuo64XEp5Q48OrJNogqihcWTz1Y4ynv9mFz/sq6aivmOWn05AWrwZJTytOiozgbPHZnLayLSDC2qXEnZ/BXu/g7UvQHVhu6eU6RQuz8xoVD7qVpHKtZd+BEXruXTZdaxXVEvy93WSC0Mm/KOuIv+2p5E+Hz4dfDcMRhcqJNWo4vnRef246NfP0T++P+4dOyi68y6CNdFKfY6LLiL1phu7fp+HgEMtiCEpZaemZoUQOX1t2lQTRA2NowMpJe+uL+LBj7ayr7L1ElMNKIJmJab0ikKi1cAZozO496wRB7fWWFsMj00EfzhX6+BZIENqcL+7qlHTPXo9V2SlUxkWY1MoxLvx08i48Ble3Pg8D619BIBj/JKna9Vz6r392ftCAUiFEHAgCbIr1WMVDh1/u2sIvzn+d4xLG4dvzx723/4rAlXR6ybOvZiU+fO7fn+9zCEVxCMFTRA1NI4uvIEgL3+3l8c/3YHT5W//hFbon2ThyumDuGRydmRKtc4bYM2eKganxdHP0YFMMF88BJ/9SX1vTYFfrAOTHap2w4F1qjjuXwd7vmaT0cDVmem4wt6nOT4/Lw24AM/xtzFr6SwkEkXCp05JcjhjW93Oeg58bSDkU4U0KEAXlobn5iazeZyDWyfeyqxBs/AVF7P/F7cSKFdT0AkhSLz0UpKvvqrLz6g30QSxG9AEUUPj6KTa7efJz3fy3De78QU6XxwZIDXOiN1sYFz/BBwWA2/9WERlvY8km5F3bjm+fVH0u+HxyVATnjo9/pcw83fN2314L3z3D741m7kpI5VA2DId5/Hy9Ogbub5mHWtL1bRxvyaFSyrLAAh5A9TtrKLkBzuBusZJz/f0M/LI9Wkoio6rRl3F3OFzVVG8+RYClaopKYQg8YrLSb7yyi49n96ky16mQoiPemZInacvjUVDQ+PoIcFi4J4zR/D1glNYfPkk/jpnLPFmfbN2WQlmHrtkPI9ePJZLpvQnzhRdQ6x0+Smv8/DWDwd47ts9VIbXKCvrfTy6bHv7gzBYYOZvo9srnoSqPc3bzfgNpAzjWI+Hv5RVIMIGz49mE3esf4LTjKmRph+mDYSRF4AQKCY95nQzmZOqsSQ3js8cuN9H3m4vIRni2U3P8tzG5zBmZNDvsb+jT1Sz+kgpqXrxpcPe+7S9tb0WVfQQ0ZfGoqGhcZSRZjdz2qgMLprUn79fMqHZ8QPVHlYUVHLBxP48cNFY3r3lBKzhYP5gSFLjCbZYeWPpmkJWFlQ0P9CU0bMha6L6PuiF5b9r3sZggQsXIRUdZ9a7WFAZXev70mph7bY3UVCtxrWlayk+/iY1PZzBjCEpDp1JIWV0LfZsF8QkuTvr8zpAFb7Xtr7Gk+uexJiVRb+//w1dQkLkWOWzz1L9wYft30sf5ZDEIWpoaGgczpwyPI1LpjSPF3z1+728/eMBQiHJxgPV2E3NLUlFQIJFjynGEefnz33PXUt/ZFtxTbP20RMVOOP+6Pam/8K+75u3y5qAPPEuAC6tqeNqZ7TW08c2K6lhH0eJ5OPdH8PI82DOiwh7GsZMB4pJwZHnwj4gmmN1cL6bcTuDkfP+l/8/Hl79MMbsbLL/9ii6+Hj1WChE2d/+Rt2KFa3fRx+mzTVEIUQlcArQSwXDWh8Kaq7TQ1Y1Q1tD1NDQiKXOG+CMv31JYVVjT1SzXiE7ycrO0rpm5+gUwV/njGVlQSVf7ihnvzN6borNiNmoY3RWAteflMv41pKMv3ElbP6f+r7fZLh2eaNSUQAE/ez/+2j61RQjgQUZWXxgaS7OY1PG8spPXlE33NXwv/nIAxvwV9XjK3NRvDoef726phgU8NTPU9iZY0aGc6Se0v8U7pl2D+5t2zhw+68IudX7Ucxmsh5+CMvIke08xd6ny041QoglNMkkcyiRUp52qK6tCaKGhkZTviuo4JLF37XZJs6ow2zUUR7OapOTYuOdW47H7w/x06dXsLVEFU6DTpAaZ0II1UlleIad607MZVpOcuMOq3bDE1OiKd4uegbGzG523bWbXmPk0usxS0kAuDc9nQ+spmbtPrjwA7Lt2epGMAjLfwtb3iLkC+Dc5KJkZbRWpE+B588ysnV8EkGzKpSzBs7izil3Ur/ye4ruuy+S5k1nt5P9jycwZme39xh7Fc3LtBvQBFFDQ6Ml/vDOZp79pnnYtE4RXHXsIK45Pocql4/Z/1yBy6dOO549NpPHfzqBwio3pz78Gf6w82qS1YClSRLxwWl2rjsxh+MHRx1iWHYffPN39X1Cf7h5lbp+GIM/6Ofxf47i9rISAILAI0kOXkyIb9TumtHXcNuk2xoPfuViWPEPZCjAriUBvFXR6V2fAs+eb2Xr+KSIpXjGoDO4ffLt1Hz0EaUPP4wMhrPipKYwYPHiyDpjX6DP5TLV0NDQOFK464xh5KXamu0PhiT/+noX0x/4lLMe+zoihgDvri/iJ499RWaCmSuOzYnsN+gVBiRZG/Wzs7SWBUvXc83zq9hQ6FR3nvArNR4RoHqfmurNVdnoPIPOQOno8/nOrFqFOuDOSid3VDQO5n9h0wtsr2ri6TptHpz2Z4TBTMqkmKlWITGG4OdvucjdFy0Z9eHuD3l87ePEn346SddeG0lEECgr58CCBQSDLRdn7mtogqihoaFxEJgNOp77+VTOHpvJVccO4oQhKR06b3NRLYu/zOemUwZHnG9KarycO74ff7lgDHlpcY3aby2u4YZX1vKLV9dSUKuDU+6N6ewt+Mc02Px2o3MuGjaH36QmUxuzxnhlTS2/D0QTmgdkgCvev4JVxasaD3Dk2XDeP7EPt2NoaC4FemsAcxDmPVdM/3pzpPk7Be/wzx//SdLcucSfe05kv2f7Dkr/+KcOPZNDjSaIGhoaGgfJgGQrT/xsIr89dxRP/HQixw1OxmxQmr1MetHIQ/HJz/OJN+u5/uRoNfpHl21nak4yL149jYdnj2skjFJK1uyp4qrnvufePRPxjLk02ll9KbxxOSz5OdSpAfeT0yfjSBvNZ7bG06kXFuUzIXV89NRAPfOXzeej3U3CvQdMQfz03yRNjgpo0KPDEOfHHICbny4hQxd1/nlzx5u8vvV10m69FevEaGhK3ZdfUvHsc514oocGbQ2xg2hriBoaGt3B59tK+flzUWvs0bnjOH1UBic/9DmltWpQ/J2nD+OmUwZH2nyypZh/flHAAWdjj1aLQcftA3dy5u6HEHXF0QPWZDjzQRh9EW8XvMO692/ltxXqlGoI1RL68LyHuHP94436EwgWTF3ApSMubbQ/VLKLnaefTdATzdSjGIOEfILg8dP4y/l+yj1qLKVO6NQ0b/1OpfC66/DtU7PrCEUh7Z67iZ8xo2sPrpvQ1hBbQQix6FCPQUND4+ji2LwUdErUTvzbsh0YdQq3zRwa2ffPz/Opiqm4MWNEBq9dN41fzhpKsi3qKer2B/nzzhwuMz3GgZwYT1NXBfznGnjtUs5IHk9BQlrkUENW1hODChZ9Y8tRInng+wd4ZM0jhGSM+KXnkP3Uk+is0XGreU8VdF9/z292jsZuVK3IoAzy+LrHWV2+jsyHH44G7odClP31Eby7dnf6mfUWR60gCiEWArmHehwaGhpHF0a9wojM6BTknkoX76w/wMWTs8lNUZ1zar0B/vHZzkbn6XQ6Zk/qz5s3TufyYwZiiSnztLtez5yin/H3zIUE7P2iJ217D+M/j+dKx2ic4XVEE2oOGmvxJk7KPinSNM0aFc3nNj7HvV/fiz8YTWpunX4SOW9/gCnRDyJ2ZlHAP1/m9yv6ExdSk5f7Q37+vPLP7FTKyPzznxAmdX/I46Ho3nsJutuvInIoOCoFUQihCaGGhsYhY2KToPvHP1HF764zhkX2vbhiD4VVLpqi0+m4/uTBLJk/nROHpKLEOMy8UTWE80IPszErxlr0VHPq2qUEY9rt0+vgwDrOyDkjss+oGBsJ5HsF73HTJzdR31B2CjCkpTDwdDeZ06owJzXOeap78yP++EQVkzZ5QUo8QQ/3fXMfNQOSSb3ppojnqb+khOLf/a4jj6nX6XVBFEIMEkKMF0KM7+1rxzATWHYIr6+hoXEUMzbb0Wi7oLyed9Yf4PRRGYzvrx7zBUM80kbi78Q4I/dfNJYnL53YyPHGGTQxv/Jn/D5pIV77gMj+5FB0CrRYr4fijRyfPoU4g3puYV0h14y+htlDo2K6omgF8z6eRzAUDpvYsAQddTgGeeh/QhUJOXUY4qLhF0ppJVe8Wsotz5aTWeyjxlfDPV/fg/G0GcTNmhlp51q1mornnu/w8+otekUQhRAJQog3wqnglgFLgU+FEBVCiNeFEPHtdNGdY5kJvNFb19PQ0NBoyrjs5oHqj3+yk2BIcveZwyP73ly3ny1FbeQ3BcZkO3jx6mncNnMocTG5Uz92DeGcwEK+S7u42TnpgSBFIoSpIp9TB5wa2f/3dX/nN9N+w03jb4rsW1++nm8PfKsWTlz1r8j+iq02ZEghdYKXpGG1KIao4A7e5eGuf5Rw0TtVVJbu4b4V95F0++2YcqMxl1Wv/pv6lS3kYj2E9JaFeB1wnZQySUo5REo5OPw+GbgbmNdL4wBwSCmdvXg9DQ0NjUbkpsZha5KRpsFKPCY3mVOHq+t5UsKDH27tUJ9zJvfnteumMz0vJTI9WS9N/KrmEjbrG+cUHRgI8FacDQ6s46pRV6ET6ljWlKzhvV3vcf2467lwyIWR9lsrt6qJxIs3qONSTDgLbNTstVB/QCF+sCTrmMpwlQwVRcKJK+v4v0eLEZ+t4MkNT5Lx4IPRROCBICX330/Q6ezEk+tZeksQ10kpq1s6IKXcBazrasdCCEdbryZtZ0spl3ai73lCiNVCiNVlZWVdHaKGhoZGI3SKYHS/lq3EQDDEXWcMi+Tr/mxbGd91pDwU6jTqw3PG8cCFY0iJi3qjvirOjLxviLTbYzDg2r+KwYmDuXzk5ZHjD69+mGpvNWNTxkb2bava1sg6ZOwcDINHgRRUF5jxy3R0ZoXEofVkTK3CkBi9ts0d4mf/reTjHe/zXsUXpN/3G4Q+XBarpoaiPrSe2FuC2Lx4WOeOt4gQYjZwT1uvsDdpgyONszP9SykXSyknSyknp6amtn+ChoaGRgcZF14rBDDqVPVrsBKHZ8Rz4YRoUuwHPthKZ2LGjx+SypJ50zl9VAaKEHyhTKOUJEAtjOGWBkb4fLxdqsZW3zDuhoiXaaWnksfXPc6wpKiDT0npxmiFDUBMvY6kM6aoG1JQusaMvp9aDssYFyB97H4Sz56KsKlp6Ew+SUJ1gH9t+Bd7BphxXHRRpC/3+g1UvvRyh++tJ+ktQfxP2NL6KLxm+Hr4/UdCiFXA8q50KqVcKqVc0N4r3HwikBu2+uYB82O2Na9TDQ2NXmVszDpiekI0BVqDlXj7aUMxhmsm/rDPyUebipv10RZGo477zhnF/ReNId5m5U191KO0Bhup9Sm8LOoI+VxYDVbunnp35Pgb297AF/ShCPX6kw9siVbX6DcZDBbiS/+Bzqw62/hLqnAPuh5dgiq6ik4SV/cBxsxoGrvE6gD+kJ/fr/g9uisuxjw0GndZ+fLLuLdt69T99QS9IohSyl3hzAB3ozq0LAcWA3dLKadIKX/ohTEsDVt8i6WUi1Gde5zh7YKevr6GhoZGLGP7OSLvnS4/cSZ1GrHBSuznsHDl9IGRNg9+uI1AMNS0m3Y5fnAqr103jeLBl+BDLdmULpxUegexx3kKn6x/FYCZA2ZyXL/jADVA/6FVD9E/rj+KlMypqY12OP6n8OpPUYK1JA6OhmRULvkAw3UvgF6dLhVKCF1dfuR4crU69ipvFb9d8VtSfvdbdHGqh6v0+yn+7e8OeXxir4ZdSCnXSSn/I6V8Ovyzy2uHB0PYQpyDaiHe1XStUUNDQ6On6Z9kIdGqClStJ8CFE6NTpA1W4o0nD8ZuVj1HC8rreXPd/i5dK85i5LeXnETpwLMj+yYqO0mszeaeZZVsLqpGCMG9U+/FqKhB9BsrNmIz2DjR5SaroVqFJQk2vwOVqtAlDnYhFHUq17NpM94qI7oLHwCpSoveGA3sP1YZEnm/tXIr/zqwhNRf/jJaGaO0lNKFD3bp/rqLPhGYL4Q4tf1W3UfYKpwlpUyUUj6oeZ1qaGj0NkIIxsTEI47IjG8kfu+sP0Cizcj1J0UTfy9ZXXhQ18w+/bbI+6GikFGyhEqfmete+pbXv9/LgPgBXDPmmkib/Op8zqyPWoEkDoJdn0c29SNPJGFQ1LO08vkXMJ98OW77iSBFZEoVYFwoizEpYyLb7+56l9V5slF8Yv1XX1H71dcHdY8HQ58QRGDWoR6AhoaGRm8TG4+4s7SOq4+Lxuk1WIkXT+4fyX36/e5K9lU2z17TYbLGQ7JqqemE5IKwg3+1r5zHP9vJH97ZxJUjrqS/XXWQ8Qa9fGNR852GAA6sjfZ1wh0w+zmSRkYD82s/WY6vsBDTaddTvduC3hyd4g1s+JLfH/t7UizquqKUksfWPkboxiswZGRE9pU98gjBurqu3+NB0FuB+R8LIYLhQPymr0rgrt4Yh4aGhkZfIjZjzfpCJ1cfn9PISnzy83xS7SZOjKmx+L8uTptGmHZ95O2pYj0WUYM7WE0g5OejTcX84tXN3DL2zkibt+1xrDGZWGExE/FzHXomnPJrsCZhOnkutnSPuj8kqXrpJWzHHkvN/gT8rmispb+knLg1L/Lb6b+NTMvWB+r5w8o/kHLP3Qi9et/B6mpK7r//4O6xi/SWU81pwPVSyuQWXkmozjYaGhoaRxWxFuLG/TXYjDquOT5qJT6ybDsvf7eHC2LWF99ct79TIRjNmHQlhAPx9UIyz/YswliOO+gE1ELET31gYFrqCZFT/pSSyIvxdor0OkgZBhcuBiUsH9NuIGlYdFrVuWQJMhTCOv1YnPnWyH5/HciVixhWXcYVo66I7C+oLuDFwFfEn3tuZJ/ru5XULOv97Jq9OWXalidnl8IuNDQ0NA5n0uLNZMSrIRduf5CdZXXccHIex+YlR9r85q2N+AOhSFq2gvJ6fixsMc9Jx9AZIG1EZPNiVxWm9P8Ssv4QEdqKei/ZGy1YwvlPdxqNfGsxs93mgJ++CuaYbJupQ7GdcALGeNWBJuRyU/2f/2A/5ZSwc43apwxC0BWADxZwcdaJTEiLhp+/U/AOey6YgrG/KvxSSsqf+EevZ7HpNUGUUn7SxrFD4m2qoaGhcaiJjUdcv68ak17H4ismR6xHKWHBf9YzYYAj0u7NtVHnmo82FXPtC6v42dPftfn6b8w5jJkTeZsZDDLe74Hkd5kwxKlWz5CSS9yfcoMzRniFYM3on0By1MkncujYm0gaGhOC8eKL2E5osDCjVTb8dYC3Gv53A7+ecg+JJrXqR1AGeWjtw9gW3IYwqJ63wdpaSh58qMPPsTvoEUEMB94PaqfNheF2F7bVTkNDQ+NIJlYQfyx0AhBn0vPcVVMZHK5iEQjJRunb3llfhC8Q5K8fb2P+S2tYvqWUb/Mr2nwVVsXE+A2OenYCXBqOMywzvcG9PxnBOKWA4bKAy6pryfVFQyc+cG5p+SZyTyFh8gB0RtWi9O8/gGfTJswjG+dQ9TeEM5bvIP6zv3D31LvRC9XydXqdPFT+Go4LL4i0d61cSe3X37TzBLuPnrIQ35BS7m7toBBiBmpqtQeAqb0ddqGhoaHRV2jsWBO1yJJsRl66Zir9HKqXpz8oI7ZWZb2Py/71PY9/2riIcIdJGwEGW2TztHoXqYEAWyq3kJqyn/sT3wHAAMwtN0balbhK+GZ/CwIlBMoJN+KIDdR//gXiTjmlUbOAMSYp2PYPmHBgC+cOjq4dritdx/cz+mHIygLCU6ePPUbQ5+vafXaSHpsyFULcIYTYKYRY1YIVOA9YEA7Uvxs1rZqGhobGUUeshbi1uAZvIBq7l5lg4aVrppJsU0Up1pXm+92VkfcnDU3l5Wum8cq1rb8umNAverKig4HHRjb1wMW1aqjDZyv/RsKBLyPHqtwTCLozI9t/+u5PeIONiwOrN3IxiWOMINRRuteuxdC/f6MmvsRpkBDeJyV88wjXZc5gYHw0I8+/Nj2L6db5CJ0qT4HycsqfeKKlR9ft9JQgJqFOHM9HtQIvaVIQeCKNnWx29dA4NDQ0NPo0DquRgcmqN6Y/KNlaVNvoeG5qHC9cPRV7TK3DWC47ZgDPXDmZ44ekcNzg1l/9k6yNTxxwTKPNOTV1xAeD/PzH9yL7gkLHV2lnEaobgwyp1y+sK+TmZb/gxU0v8uneT1lVvEp9VWzkh2nn4M+JWnPVX36OEh91wPFu2wbn/QMM4bH4Pejeu41fT747EopR56/j4fo3iTv55Mh5tR9+hHvHjg48zYOjxyxEKeVDUspPwinaLgYmxxxOajKlehA+xBoaGhqHN03jEZsyul8Ct582tNn+3BQbVx07CL2uCx/lA6Y32kwOhVhUXEpqKBpM/694Gxtsf0EaKgjUR51pVhSv4MFVD3PrZ7dy9UdXR19ln/J/J0aF1/XRx5jHRLPTeHfthuRcOPFOIvWtnHsYtOo55g6bG2m3oXwDK84dgs7hAEAGApTe/wDBYNR67gl6ShBbEjjRwj4NDQ2No55xjRxrmodULF1TyF/eb+7QUlBez2l/+4p7/ruB4mpP5y7abyIoja3O0TEONC4heNoRj6KE0MevQYgQIb8dACEkIW86MtS4yDHArkzB5oaZ0v4WrJMnRY4FK8PTvGPnQG7M+uKWt/iZSGJIYjTf6fP5r6Bc+7NIrlPf7t1U/+e/nbvHTtJTgpgohLg/7El6rRDiI2AVRBxqhBDCHtO+uR+vhoaGxlFCaxZiKCR5+KNt3LHkR/xB1c6INzcWsWBI8ur3eznpoc944IOtVLv8dAiDBTLHt3r4y4whjMs6hqkZU5maOZnMlGqUQAYyaMbvnETAORV9zSzGJk9mUvqk6CtxOKuOC/DczwLYTthD0vkzop2GQri3blXfn7EQ4tSUbUiJ7vM/8X+j5mPWheMyA24et36LeVy0ULHz5Zd7NK1by5PSB4mU8iEhxJ3Ag0B++KcI75NADvCQEOIN1KoTi3piHBoaGhqHA6Oy4lEEhKSa07TeG0CnCO5Y8iPvri+KtBueYefZn09h2eYSfvv2pkZ9eAMh/vlFPv9euYcbTh7Mz48dhMXY3IJrxMBjYf/qFg4Izph2G2fYM5sdeXBFFR/Whvv1g24nPHa6jfjYa+3/DZRsVBOgbnwZYTYjPaoFW/Pue1iGDwejBc5+BJZcCUE/eGvJ/PxBLh1/Kc9sfAZQp063/OwacjZvQfp8BOvqKPv738n49a/bfaZdQRxUCqCDubAQOahON8vaCtrvK0yePFmuXt3SH46GhobGwXPao1+wvUS1fv552USe/moXa/ZURY6fPCyVJ342MZKx5m/Lt/O35a07mqTHm7h1xlDmTM7G0Noa49b34bWfdnqsrwZO5n/B4yPbuUoRv9G9hFVpITzCnED+Z8Px7dkHgGnoUHLffit6fMWT8N2T0e0T72B+5Qp2Vau+lvHGeB4tmI7n7fcBEHod/f7xDyxDotOrnUEIsSZcn7cZPZqpRggRH542vSP8MzJNGi4afPfhIIYaGhoaPU3stOlN/17XSAyvmD6Qf10xOSKGALfOGMLPjx3UqI8EiyHyvqTGy71vbuD0R7/kvfVFLec/HXCMmsqtk/xU/znn6FZEtgtCmfw5eCmeUAuTjp5qTOnmyKZ3x47GKdmm3wgZo6PbK/7BgmFXYlDUcdX4anhxUj36pCQAZCBI+V//2ukxd4SejEO8DtgN3AucFv7pFELc0VPX1NDQ0DhciXWsCYZU8RIC7jt7JL8/d1QzT1IhBPedPbJRfGG128/ITDtmQ7RtQXk9N/17Lec+8Q1f7yhvfFFrEsx+HtJGQvoYdU0veTDkntzu67KhQU5OLMOjj8ejj2ejMoLfGm/HPzDcJnkwmBPhpLsxjpoWvaaU1H31VeNxnPVITCiGm9yv/84Zg86IHP6q9FsqLomuRXq276D6gw/bf6idpEfWEIUQFwGOcCWLpsfuFEJcKKXsWXchDQ0NjcOIWAsRwGLQ8dhPJzBrZHqr5yiK4MHZY6n1+Fm+pRSAzU3iGBvYsL+ay55Zyfu/OIGRWTHJuUecrb66wA3Agf9t4NOt6rW/ZjC3Gs/k8UvGoQuFnXsMZgwlrzc6r+6zz0g455zojoQsmH4LfLlQ3S7ZxPyBx/OdJZUydxkhGeIx67f8cdhQfNu2A1D5r38RN+NUdEYj3UWPBeZLKVvMyhrer3mVamhoaMQwIjOe/klqmrY0u4kl109vUwwbMOgUnvjZRKblNLM/IjQUGD51eFpjMewGfnfOSKbnRes1/rivivve2gQGs/oCDFmNnXPqvvwK2TQd26TLIStaAcO49nluG3xxJOyi2FXMlxflIfSq806gqoqqF17o1nvpKUGsaOd4VTvHNTQ0NI4qjHqF1+ZN569zxvHRbScyul9C+yeFMRt0vHjNVB7/6QQeuHAMD1w4hnPHZUWOB0OS0Vnx3Hn6sG4ft06nY+GFoxmVFR3v59vLePjjbZHthtykDYTq6nCtWdO8s588AkY1oTkBL1PW/JupGVMjh5fWfQXHROMaq//3FsHqgyiF1YQemTJFTd3WFok9dF0NDQ2Nw5Z+DgsXTcpuv2ELmPQ6zokRwTmT+xMMSd7boIZtbDxQw3cFFYzI7F4LEVRR/PslE7j2hVXsrlATfP9v3X5SbEZ+flwO+ozm4RsH7rkXY86g5p3VJkFVg8it5+cJVUzxVRAKqVlq9ukryayqh2CQIFBw/gUYBw1s3k8X6ClB3CWEuB/4i5QyMqEthIgHFgJLeui6GhoaGhqo06SPzh1PjcfPV2Fnmt+/s5kEi4ELJ3ZNdNvCYtTxxE8ncvULqyit9SCl5NlvdtE/ycKMERkoCQmEYqy5QHExgeLi9jvev4/GARbeRqnQAkVFBIqK6A56ZMo0HEqxBtgjhNgRrnixAzWJ9xop5ac9cV0NDQ0NjShGvcKiyycxMaa48J1L17Nsc0mPXC8xzsgTP5sYCf8IhiR/eX8rm4uqSTi7a447vUmPB+aHU7Xlola3WC2l7L4J315EC8zX0NA4XKl2+Zm7eAVbi9UJO6Ne4YWrpjI9L7lHrreh0MkvXvsBX7iUVZLNyHM/n4Jtbz7Vb72NzuHAPHIESlseohv+A9vDoRUCto08h+dKVyDD9uH51Xn0/3JHw2FSbrwRU0tTsE2IO+64VgPzD0mmGiHEeCnlD71+4YNAE0QNDY3DmdJaD3P+uYI9FS4A4kx6/n3dtGbhHt3Fu+v3s/CDbYTCGpOTEsezV0zG2F46uQaCQXjxHHDuVbdtqdw5ZAI/VmwEwK63sfANM7JYDfkwjxhO/3/8o91uD1mmmja45xBdV0NDQ+OoJM1u5uVrppEebwKgzhvgyme/Z2dpy3GLB8vZY/txydRogeBd5XXc+9bGjneg08GsP4IIC2h9GXf5LZEMNrWBej4/I+qs4926jfq1aw9qzAcliEKICUKIYCdfIWD2QY1aQ0NDQ6PT9E+y8tI103BYVVGpcvm5/JnvKaxy9cj1bjplCCcMTo1sr8gv5/lvOlEPPnsSDD0tspm67UNmpUaNu7fsOwgOUCtmSCmp+OfB1Yk4qClTIUQCsERKeVq7jRuf90a4aHCvIoSYjbqeuRSoBOYBS6WUBe2dq02ZamhoHCn8sM/Jz57+DpdPXePLSbFx1XGDeqRobTAY4qWVeymv82Ix6DAZdPx19lgm53Rw/dJdDc+eAT7VknX3m8Slplrq/Goi9NPrczj3hZ2R5pl//hNx06e32BW0PWV60GuIQogcKWUnJL9r53QHQoh5REtNOYHrpJRLO3KuJogaGhpHEt/sLOeq51bhC4Z67ZqpcUaMeoUEi4GXrplGcpypYyeueg6+Dif0FoLXxp/Ps+UrAdAJHQ++l4h5t+o5a8zJYeAz/2q1qx5dQ+yKsB0KMYwhEciTUiZ2VAw1NDQ0jjSOG5zCYz+dgNITZmErNKSQq3b7uf2NHwkGgx07ceIVkDhIfS8lc/K/I8WsWphBGWTJSdGQet+uXdR+8UWXxnfI6iEeCoQQ86SUi7tyrmYhamhoHIl8s7OcjzcVE+wFLXBYDLy5bn9k+6zRmfz67JEdO3nvKvjv1RAe5xfDZ/Dn+i0ACAR//CiRxPwyAIwD+jPw+edb7KYtC7GnMtX0WcLTppWo6eUcUsoHD/GQNDQ0NA4Zxw1O4bjBKe037CYKnW5W7aoE4INNxRw7OJlThrefxJwBU2DgCbD7SwBOKviOf+eOYFf9ASSS14+DGwoEUkp8e/dR+9nn2E85uVNjO1RhF4eK5fx/e3cbHNV13gH8/0ggIoPDSrwZg3EskMGAXSLANjVD3bCKkybT2jPCzDSZNI0HqXbdetKpUdIPybRTDxXjyZd+qUSdGc/EkzFSviSuHUdyp07cpC4CJ45DbMYIHNraRkhahEBICD39cM+9e7ja+yJptXtX+//NeLz3de8eMfvseXsOcFRVu0xNcb0JkEREVACHHrkHK292VsFQVbS98h4GRsbiXdz4994KGhi/jL+6ugBihgL9eskgzm/IDtQZeuF70362kg+IIpIK+88+V1X7VDVj7eoG0Bpy72YR6RWR3v7+/rn5AEREZaS6qhLPPLwVC82Cx5fGrqH1B2/H609csgLY8oi3ufXccWxanF0gueu+7D3G+s7g8jS7uUq6D9FMo9gZdZ6qtprgOASgxg2KIpIG0K2qkd3K7EMkIsqf775xBs+9kZ3x9qX71+GJB+tDrjDGR4HvfhYYdVYRfH/1VvzlgiEvpdu3X16ClWedDKG5stfM2z5EM0p0OiNFW301xDoAs0ttQERE0/a13Xeg94Mh/OqcE9he/O9zuP+O5Wi4PWJ1wKpqYPvXvGkYGz46id/bsA2/vOqsnPGDeyfx+Fnn1LF338PoyZOo3hxv4E7JN5nG5QuErn0ADhX4UYiICMAzf7LVWxljYlLxDy+dxPh4jKbThq8AnzRNpTqJJwYGIOI09L2z/Ao+XHOTc0gVAx1HYj9P2QREo0NEDpq+wTYA7ZyLSERUHDVLqvB3X7gLFSaY9V+6in969d3oCysrgd1f9zY/NfgBdlZma5Y/3DHpNaFefecdXD19OtbzlFVAVNWMqh5W1Q5VbWUwJCIqrt0bVqBxc3baRffJj/GL9y9EX7jxc8DKu7zNxwf6USFOSHt79RjOr3SWltLJSQwcCc5cYyurgEhERMnzjYc2YYWZijGpikOvvIvROE2nf/ANwNQu1wx/jPsrlzr7Kyrwyr3ZZaZG33oL4zFmCjAgEhFRUVVVVeJbX9zspXYbuDyGf/y330RfuHY7sHqbt/lY/8degvJja8cwkHKCol67hqHnn4+8HQMiEREVXcPtNfijrdn1DV8/dQGvv3c++sI9T3u1xNtGLmCnLHb2V1Tg37dla4kj//E6ro+Ph96KAZGIiBLh6YfuxOpUNQBnhOh3uk9FjzpdfQ+wJjut8KsD5718pz/bMI7hauf15JUryHz/+6G3YkAkIqJEqKysxLetptMLI2P4Ts+p6Av3PA2YATUbLl/ENnUG1FyvqsTPt2Sn2w+//HLobRgQiYgoMe5em0L6ruyo01fe+RAnP7wYftGqzcDae73Nrw5e8GqJr22ZwOUFEwCAif7w0asMiERElChPP7QJNTc5tbyJScUzL/02Otfpg62AOH2Gm0cvY+uk8/rK4gU4Xl8ZdqWHAZGIiBKluqoST+2t97LPnB24jOd/8bvwi5bXA+t2eZtfvngxW0u8WzGGicj3ZUAkIqLEadxyC7ZbeU1fePMDnB8eDb9o99e9vsRtI8O4Y9L0RS5fiHdvi1zDgQGRiIiS6Vtf3Izqhc6gmKvXrqPtx++FX7ByI7CmAQBQIYJ9wyPeoZ57gOuYDL2cAZGIiBJp2ZJF+NP71nnbb54ZRO+ZgfCLfv8pb17inksXsXzC6Xvsu20Bjj2+O/RSBkQiIkqsP9u1DrdacxOf/cmp8AE2az4NrNoCAKgSwR9fvuLsr6jAjz4RXsNkQCQiosSqrKzE36Tv9AbYnBu6ghfejBhgc/+T3ssvXBzGzdecDDWZsUzoZQyIRESUaLs2LL9hgM33/ut3uDgakobtjt3OqFMAN4tg7+hYrPdhQCQiosT75uc3YdECZz7h5fEJPPtqxACbe1u8lw8PD6Pq+rXI92BAJCKixLtlaTUe3rbG2/7pqX709Y8EX7Dxc8AnnfNvVcF9V6NriQyIRERUEv5iTx2WLV4EwMlg8+xPIvKc3r3Pe/nIxUuoNBP1gzAgEhFRSaiqqsSfP/Apb/vt/8ngzbBpGA1fARY5iwZvnpjEc4s/HXp/BkQiIioZjzSsxbramwA40zD++bX3g09eUAVs/DwAZ6L+rWf/M/TeDIhERFRS/voz2TynZy6M4Ee//N/gk3c9AVQ6icIxFr5qBgMiERGVlF0blmPrrUu97efeOBs8Wf+mWuD2B2LdlwGRiIhKzt9+9k5vIeH+kavhq2HsetJL5xaGAZGIiErOhlU344H1y73tzuPnMD4eUEtcuRFYtTXyngyIRERUkp5K12PhAieMDY9ew7/+vC/45B2PARULQu/HgEhERCXplqXV2FO/wtv+4VsfYjSollifBh7rDr1f2QVEEUmJyEERaRKRZhFpKPYzERHRzDy1tx5VJqXbpbFrOPLTkFrikhXBx1BmAVFEUgBeU9XDqtpldn+ziI9ERESzsGzJInxmUzbQvfT2/2EkLPF3iLIKiADaALS7G6raAeBA8R6HiIhm68kH6/GJhdnE3//yszMzuk+5BcRmAD32DlXNFOdRiIgoH2qWVKHxrlXe9o9//VH48lAByiYgikideVln9R8eLOpDERFRXjz+h+tRvdAZRTp6bQLPzaCWWDYBEYAbEKGqXaa5FCLSVrxHIiKifFhaXYXGLdla4qu/+Sh4xGkA0YjlMJLODJQJ5DaJmtGkxwHU+Pepas4UBiLSDKeZFQA2AohYkTKxlgO4UOyHKCMs78JjmRdeqZb57aqac7hpSQdEEWkCsDPqPFVtNYFzyA5+phn1NKwgOR+JSK+q7ij2c5QLlnfhscwLbz6Wefi0/YQzUye6Ik90zs2ISEZE6lTVnaiSco/NzRMSEVGpKKc+RAA4BCBtbe8H0FqkZyEiogQp6RridKnqYZOlxh1dOqCqh4v6UIXRUewHKDMs78JjmRfevCvzku5DJCIiypeyqiGWK3fwkapOaR42g42aAfQBqAXQq6onCvuE80tEeTdbm6kyaaEgKgkMiPOYiKQBNABohBPw/MdTcHK7bjfbzXByu+4r4GPOGzHK+6AdAEWkwb+Pps/qAtkJ4Ji/PM1x9wefm7KRZiFmmQceTyoGxHlMVXsA9IjIMpgRtT5TcruKyNECPd68E6O89wM4bJ1/QkSYXH4WRKRdVVus7eMiAvcL2CTeOOYm8xeRNhFpspL70zTFKPPQ40lWbqNM6UbM7VpYgyLS6W6YGvmLRXyekmZaODK+3e0AWqztZl/w6/Ydp2mIKvOYf5PEYkAsU8ztWhQtABpEZMiU9SBrKrNSC+Cg9W/ZVQd4maj8BnHj1CuantAyj3E80RgQyxdzuxaYSQjRDqc/qw0xsixRMFOe261EG4DTf+u2etTCCYC2DBCd8pFyiyrzGH+TRGMfYomJm7s1BveLotfa1wMn3yuTFRh5LG+ISDuATjMftgnAEZM5iYOYZsgeEW3+VmkA282uVI5L3H/3tZjatEcxRJR55PEkY0AsIXFyt5rO6zgBrQ+Y8oWeMfdIsS8xv+XtNt+ZgTdQ1S4ROQEnly5ZZvEjpBPAXqt2koEZWWpxt/01x7KWxzKf7vFEYUAsIdPJ3RrjXsztGiGf5Q3ni/iG4KeqfSLCPkTLTH+EmKb+Vt8c2kFMrSWmAP4bt+W5zGMfTyIGxPLm5nZ152Uxt+scUdUeEblhpJ35VV4Sv5wLZSY/QswXerf7xSsiDap6wkxryfhOr0WJ9GcVSj7LPO7xpGJAnMdMM10aQBOAWhE5DaDH/YdZxrld50RUeQNoNb+avZpizOZtCmCSIdTCmf+ZMq/3A3DLvMM377AR1txbmr6oMo/xN0ks5jIlopLkrnGa41CXPVDJylRTByDDTDUzF1Xmcf8mScWASEREBM5DJCIiAsCASEREBIABkYiICAADIhEREQAGRCIiIgAMiERUonKsqDCn19H8x4BIRFOISCpg+aREMM820+drSPJno+JhQCQKYdaJ7BYRNZln4pyvInJaRDqTsMyQCW7eGnUiUme2c64LaM7rhLPySVK1+NeSNJ+r05R/4DJm5rqSWLCWCosT84kimADRDiCtqhJyXgrOOofNANb7M/yLSDOchNMZILvyxVwzz28H8wyAA1GLE4uIhn3eYjHBrj1oBQURUQD7wj6fKZMWps4jG2uIRNHSMPkvI/qfHjX/78sRDNvN/i44a1AWuh+rEUANnEBdExUME64hJBi6TaGhPzbM9Ww2pRswIBJFSyH7BZszkJnmxx44wbPHdyxl9rvn7ShGPk1VzZTKunRBzCoKnSGnpOH88MjEuF2nqbUTAeBqF0SxmPUjgeCaXQpOc2gdgG7fsTSAE4VqIp3nGhG+RFkj4i/vdBROcGWybwLAgEgUyrdmYR+A9TnOaVLVLmuQiv8LeUqtrAjrw6VM7QpwluMZnEmzqfmMdXCCf877mNUlMtYud3X6/XlY8SAdUftLA9hn9dc2Ajida1kz8yNnxyyfh+YRBkSicHYTqLuEkMf0KboBrxE5muvMQrXHTEDKmH2FrC0OAqi1m2nNaExMJyi6K6vbA1HMaNVm994mGC5zA5DZTpm1N+f0B4DVf9ioqu4o0i4z6rQjIJAO5thHZYp9iETh6qwv0ikBEU6Nxf2iTyNgEVRVPayqXaraU+imU9N36G8WbIczInY6jgA45Lv3YQBt1vSSFgDHrFNOmH2Ybf+leY9MyClp8z7elArruWoDrskkYWoMJQNriETxnUZ2JKnbfHjUOt6APK3GPs1sKoMxB5HY+gDUiUgqzrXmswa9Tx+cYNRlXtvBJ4XwIDYddm08l0ZM7Q/cAWdR4KDr3B85iV/NneYeAyJRgBw1kj44X/DuMS+YhPQfzuR96zC92tsxAFP6yKz7HczRh+Y2FcYNBnUIDmzuYCLAee5WZAPTfvhqldZzdatqo29fHYAm80wNAOymzgxM+QdIA/D3Ue5D+N8khfwFbCpxDIhEwfxTKPoA70s77WuGbER4TSQ2c4/ZDj4BkA2uItLleza3Fhf3eb0fAznUWvcZBNBqTWc45B88ZA3MyZUpp1NVt5vzeuE007plYQfeG4TMP3wUwIGA5wayA4SI2IdIFKLOF0Tc101wJtfbpsw/TALz/C05ArU7FSQT81a9AGoD+tsakP3saVU9oaod5r8ptU/Tj9oBX83MBLVB67wMrKBptoP6AqfMPzT3S7kDhwLmHNbOoLmZ5ikGRKIczBf/Tnuf9cW5zP6iN+c2YOr8w6QYtPskzfO2ILzmdAPz2Vvha8o1o0hbfYEoZ47UGHI1yw76+lODarS55h/ugGkONsHwqP+ikPtRGWKTKZGPiHTCqXGkzOsD1hd+hzvtwMpd6gaAFhFZ7zv+KJy5iy/C+cK3pwQUhJkj2WSmTSyD0/S5LyT9mdeHaT7/IbfWJyJpa55hCtl0dK4OAGdMEgPAqfGdgJN7NKoGHVT7S1mvewLmcNZiar/rUThzEpuQYzqMqUG+GPFMVEaY3JtojohIWlV7RGQIwHY4wSFd4nlEA5lA2gqrxmj2uQH2kP3ZRWRIVWus7SY4zbuN9jkA9roB0ASxlnz8qDD5ZdtKPZ0d5Q+bTInmiAmGdQB6VbXPzAecl8HQaIEzKCbj7jCfuwdO8+z+iOtzBia7Nmhe5ysxei2DIdkYEInmVhrJ7VvMt24Ej47dj4jmSRPsvGZT82MiVzNr22yTcpvr8zJnlOYP9iESza1GBMzDm29MjXjQ9DHaNa86AN1uH6Jp9nT7aNvsYwAOmOvdeYhTBv6Y92mLm1TAz5pDmrhRwVRc7EMkmkO5Jp9Tftg5VKd5XdM8b7qmGWJAJCIiAvsQiYiIADAgEhERAWBAJCIiAsCASEREBIABkYiICAADIhEREQDg/wG2cKucf8TXfwAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", - "\n", - "for field in ['G9', 'G12', 'G15']:\n", - " for i in np.arange(0, 4, 1):\n", - " ddp = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}.fits'.format(field, i))\n", - " vmax = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_vmax.fits'.format(field, i), 'VMAX')\n", - " lf = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'LUMFN')\n", - " ref = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'REFERENCE')\n", - "\n", - " lf = lf[lf['N'] > 0]\n", - "\n", - " if field == 'G15':\n", - " if i != 3:\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=r'${} \\leq \\delta_8 < {}$'.format(d8_limits[i][0], d8_limits[i][1]), alpha=0.5, c=colors[i])\n", - " else:\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=r'${} \\leq \\delta_8$'.format(d8_limits[i][0]), alpha=0.5, c=colors[i])\n", - "\n", - " else:\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), alpha=0.5, c=colors[i])\n", - "\n", - " pl.plot(lf['MEDIAN_M'], np.log10(lf['PHI_IVMAX']), label='', c=colors[i])\n", - "\n", - "pl.xlabel(r'$M_r^e - 5 \\log_{10}(h)$')\n", - "pl.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", - "\n", - "pl.xlim(-15., -23.0)\n", - "pl.ylim(-6, 0)\n", - "\n", - "#pl.legend(frameon=False, loc=1, ncol=2)\n", - "pl.legend()\n", - "pl.title('All GAMA Fields')" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "869b765e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:21.356128Z", - "iopub.status.busy": "2022-03-01T13:11:21.350518Z", - "iopub.status.idle": "2022-03-01T13:11:21.484393Z", - "shell.execute_reply": "2022-03-01T13:11:21.485068Z" - }, - "papermill": { - "duration": 0.229919, - "end_time": "2022-03-01T13:11:21.485301", - "exception": false, - "start_time": "2022-03-01T13:11:21.255382", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([176., 235., 167., 198., 231., 164., 175., 210., 228., 226., 229.,\n", - " 174., 206., 196., 254., 257., 232., 161., 168., 188.]),\n", - " array([0. , 0.05, 0.1 , 0.15, 0.2 , 0.25, 0.3 , 0.35, 0.4 , 0.45, 0.5 ,\n", - " 0.55, 0.6 , 0.65, 0.7 , 0.75, 0.8 , 0.85, 0.9 , 0.95, 1. ]),\n", - " [])" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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('DDP2_ZMAX', '0.1937000006437302'),\n", - " ('DDP2_VZ', '3156659.558717707'),\n", - " ('DDP2ZLIMS_NGAL', '73942'),\n", - " ('DDP2_NGAL', '33396'),\n", - " ('DDP2_DENS', '0.01057953807776663'),\n", - " ('DDP3_ZMIN', '0.03903000056743622'),\n", - " ('DDP3_ZMAX', '0.1015800014138222'),\n", - " ('DDP3_VZ', '457819.2340050841'),\n", - " ('DDP3ZLIMS_NGAL', '18121'),\n", - " ('DDP3_NGAL', '8842'),\n", - " ('DDP3_DENS', '0.01931329953669401'),\n", - " ('TMR_DDP1', '[-21.8, -20.1]'),\n", - " ('TMR_DDP2', '[-20.6, -19.3]'),\n", - " ('TMR_DDP3', '[-19.6, -17.8]'),\n", - " ('RPATH_0',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G9_0.fits'),\n", - " ('RPATH_1',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G12_0.fits'),\n", - " ('RPATH_2',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G15_0.fits'),\n", - " ('VOL8', '2144.660584850632'),\n", - " ('D80LIMS', '[-1.0, -0.75]'),\n", - " ('D81LIMS', '[-0.75, -0.55]'),\n", - " ('D82LIMS', '[-0.55, -0.4]'),\n", - " ('D83LIMS', '[-0.4, 0.0]'),\n", - " ('D84LIMS', '[0.0, 0.7]'),\n", - " ('D85LIMS', '[0.7, 1.6]'),\n", - " ('D86LIMS', '[1.6, 2.9]'),\n", - " ('D87LIMS', '[2.9, 4.0]'),\n", - " ('D88LIMS', '[4.0, 10000.0]'),\n", - " ('DDP1_D0_NGAL', '3741'),\n", - " ('DDP1_D1_NGAL', '3956'),\n", - " ('DDP1_D2_NGAL', '4013'),\n", - " ('FORCE_ZMIN', '0.03909000009298325'),\n", - " ('FORCE_ZMAX', '0.2629599869251251'),\n", - " ('VOLUME', '2530750.347044507'),\n", - " ('MS',\n", - " '[-25.5, -25.3, -25.1, -24.900000000000002, -24.700000000000003, -24.500000000000004, -24.300000000000004, -24.100000000000005, -23.900000000000006, -23.700000000000006, -23.500000000000007, -23.300000000000008, -23.10000000000001, -22.90000000000001, -22.70000000000001, -22.50000000000001, -22.30000000000001, -22.100000000000012, -21.900000000000013, -21.700000000000014, -21.500000000000014, -21.300000000000015, -21.100000000000016, -20.900000000000016, -20.700000000000017, -20.500000000000018, -20.30000000000002, -20.10000000000002, -19.90000000000002, -19.70000000000002, -19.50000000000002, -19.300000000000022, -19.100000000000023, -18.900000000000023, -18.700000000000024, -18.500000000000025, -18.300000000000026, -18.100000000000026, -17.900000000000027, -17.700000000000028, -17.50000000000003, -17.30000000000003, -17.10000000000003, -16.90000000000003, -16.70000000000003, -16.500000000000032, -16.300000000000033, -16.100000000000033, -15.900000000000034, -15.700000000000035]'),\n", - " ('ABSMAG_DEF', 'MCOLOR_0P0'),\n", - " ('COMMENTS',\n", - " \"['Science targets and information for tiling and spectroscopic', 'observation.']\"),\n", - " ('CHECKSUM', 'n52hp20en20en20e'),\n", - " ('DATASUM', '2160089238'),\n", - " ('comments',\n", - " ['Science targets and information for tiling and spectroscopic',\n", - " 'observation.'])])" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "lf.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "76503514", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:21.665671Z", - "iopub.status.busy": "2022-03-01T13:11:21.665242Z", - "iopub.status.idle": "2022-03-01T13:11:21.669772Z", - "shell.execute_reply": "2022-03-01T13:11:21.669413Z" - }, - "papermill": { - "duration": 0.042837, - "end_time": "2022-03-01T13:11:21.669865", - "exception": false, - "start_time": "2022-03-01T13:11:21.627028", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "\"\\ncolnames = ['M_R','LOGPHI']\\nTMR_d0 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d0', format='csv', names=colnames)\\nTMR_d1 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d1', format='csv', names=colnames)\\nTMR_d2 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d2', format='csv', names=colnames)\\nTMR_d3 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d3', format='csv', names=colnames)\\n\\nplt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x')\\nplt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x')\\nplt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x')\\nplt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x')\\n\"" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# fix to add column names\n", - "\n", - "'''\n", - "colnames = ['M_R','LOGPHI']\n", - "TMR_d0 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d0', format='csv', names=colnames)\n", - "TMR_d1 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d1', format='csv', names=colnames)\n", - "TMR_d2 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d2', format='csv', names=colnames)\n", - "TMR_d3 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d3', format='csv', names=colnames)\n", - "\n", - "plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x')\n", - "plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x')\n", - "plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x')\n", - "plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x')\n", - "'''" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1094c391", - "metadata": { - "papermill": { - "duration": 0.026997, - "end_time": "2022-03-01T13:11:21.725233", - "exception": false, - "start_time": "2022-03-01T13:11:21.698236", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "657ee6c7", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:21.793056Z", - "iopub.status.busy": "2022-03-01T13:11:21.792615Z", - "iopub.status.idle": "2022-03-01T13:11:21.795999Z", - "shell.execute_reply": "2022-03-01T13:11:21.796316Z" - }, - "papermill": { - "duration": 0.043807, - "end_time": "2022-03-01T13:11:21.796424", - "exception": false, - "start_time": "2022-03-01T13:11:21.752617", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "\"\\nfor idx in range(4):\\n LF_G9 = Table.read(root + '{}_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n LF_G12 = Table.read(root + '{}_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n LF_G15 = Table.read(root + '{}_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n\\n LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n \\n x =np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']), np.array(LF_G12['PHI_IVMAX']), np.array(LF_G15['PHI_IVMAX'])]\\n x_ref=np.c_[LF_G9_ref['MS'], np.array(LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\\n\\n LF_mean = np.mean(x[:,1:], axis=1)\\n LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\\n\\n LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\\n LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\\n \\n pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\\n pl.plot(LF_G9_ref['MS'], np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\\n #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx), color=colour[idx])\\n \\n#plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x', color='blue')\\n#plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x', color='orange')\\n#plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x', color='green')\\n#plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x', color='black')\\n\\nplt.xlabel(r'$M_r^e - 5 \\\\log_{10}(h)$', fontsize=14)\\nplt.ylabel(r'$\\\\log_{10} \\\\left[ \\x0crac{\\\\phi_\\\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\\nplt.title(r'{} DDP LFs (All Fields)'.format(survey))\\n\\npl.ylim(-5.5, -.5)\\npl.xlim(-22.5, -15.5)\\npl.gca().invert_xaxis()\\npl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\\n\\n#pl.legend(frameon=True, loc=2)\\npl.legend()\\npl.show()\\n\"" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "\n", - "Ms = np.arange(-25.5, -15.5 , 0.1)\n", - "bin_centres = (Ms[1:]+Ms[:-1])/2\n", - "colour = ['blue', 'red', 'green', 'black']\n", - "'''\n", - "for idx in range(4):\n", - " LF_G9 = Table.read(root + '{}_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", - " LF_G12 = Table.read(root + '{}_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", - " LF_G15 = Table.read(root + '{}_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", - "\n", - " LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " \n", - " x =np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']), np.array(LF_G12['PHI_IVMAX']), np.array(LF_G15['PHI_IVMAX'])]\n", - " x_ref=np.c_[LF_G9_ref['MS'], np.array(LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " LF_mean = np.mean(x[:,1:], axis=1)\n", - " LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\n", - "\n", - " LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\n", - " LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\n", - " \n", - " pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\n", - " #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx), color=colour[idx])\n", - " \n", - "#plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x', color='blue')\n", - "#plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x', color='orange')\n", - "#plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x', color='green')\n", - "#plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x', color='black')\n", - "\n", - "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$', fontsize=14)\n", - "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", - "plt.title(r'{} DDP LFs (All Fields)'.format(survey))\n", - "\n", - "pl.ylim(-5.5, -.5)\n", - "pl.xlim(-22.5, -15.5)\n", - "pl.gca().invert_xaxis()\n", - "pl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\n", - "\n", - "#pl.legend(frameon=True, loc=2)\n", - "pl.legend()\n", - "pl.show()\n", - "'''" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "a0e5035d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:21.873871Z", - "iopub.status.busy": "2022-03-01T13:11:21.873397Z", - "iopub.status.idle": "2022-03-01T13:11:22.412341Z", - "shell.execute_reply": "2022-03-01T13:11:22.413267Z" - }, - "papermill": { - "duration": 0.58892, - "end_time": "2022-03-01T13:11:22.413567", - "exception": false, - "start_time": "2022-03-01T13:11:21.824647", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", - "/tmp/ipykernel_159535/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_159535/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", - "/tmp/ipykernel_159535/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", - "/tmp/ipykernel_159535/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for idx in range(4):\n", - " LF_G9 = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - " LF_G12 = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - " LF_G15 = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - "\n", - " LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " \n", - " LF_G9_curve = interp1d(LF_G9['MEDIAN_M'], LF_G9['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", - " LF_G12_curve = interp1d(LF_G12['MEDIAN_M'], LF_G12['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", - " LF_G15_curve = interp1d(LF_G15['MEDIAN_M'], LF_G15['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", - "\n", - " \n", - " x=np.c_[LF_G9_ref['MS'], np.array(LF_G9_curve(LF_G9_ref['MS'])/LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_curve(LF_G12_ref['MS'])/LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_curve(LF_G15_ref['MS'])/LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " #x_ref=np.c_[bin_centres, np.array(LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", - " #x=np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']/LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['PHI_IVMAX']/LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['PHI_IVMAX']/LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " LF_mean = np.mean(x[:,1:], axis=1)\n", - " LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\n", - "\n", - " #LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\n", - " #LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\n", - " \n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - " #pl.plot(bin_centres, np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\n", - " #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx))\n", - " \n", - " #pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), gama_lf['PHI_N_ERROR'] / gama_lf['PHI_N'] / np.log(10.), label='NOWEIGHT', alpha=0.4)\n", - " #pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), gama_lf['PHI_IVMAX_ERROR'] / gama_lf['PHI_IVMAX'] / np.log(10.), label='IVMAX')\n", - " \n", - "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$', fontsize=14)\n", - "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{\\phi_{ref}(M)} \\right]$', fontsize=14)\n", - "plt.title(r'{} DDP LF Ratios (All Fields)'.format(survey))\n", - "\n", - "#pl.ylim(-4.25, -.75)\n", - "pl.xlim(-22.5, -15.5)\n", - "pl.ylim(-0.68, 0.68)\n", - "pl.gca().invert_xaxis()\n", - "\n", - "pl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\n", - "pl.gca().yaxis.set_major_locator(plt.MultipleLocator(0.2))\n", - "\n", - "pl.legend(frameon=True, loc=2)\n", - "pl.show()" - ] - }, - { - "cell_type": "markdown", - "id": "305c054c", - "metadata": { - "papermill": { - "duration": 0.065678, - "end_time": "2022-03-01T13:11:22.545072", - "exception": false, - "start_time": "2022-03-01T13:11:22.479394", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Done." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4e203822", - "metadata": { - "papermill": { - "duration": 0.0549, - "end_time": "2022-03-01T13:11:22.646646", - "exception": false, - "start_time": "2022-03-01T13:11:22.591746", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Lumfn", - "language": "python", - "name": "lumfn" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.9" - }, - "papermill": { - "default_parameters": {}, - "duration": 39.553997, - "end_time": "2022-03-01T13:11:23.411665", - "environment_variables": {}, - "exception": null, - "input_path": "docs/nb/d8LF_qa.ipynb", - "output_path": "test/pm_delta8_qa_G12.ipynb", - "parameters": { - "field": "G12", - "survey": "gama" - }, - "start_time": "2022-03-01T13:10:43.857668", - "version": "2.3.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/test/pm_delta8_qa_G15.ipynb b/test/pm_delta8_qa_G15.ipynb deleted file mode 100644 index cb1f8655..00000000 --- a/test/pm_delta8_qa_G15.ipynb +++ /dev/null @@ -1,1169 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "f1eca3eb", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:24.998033Z", - "iopub.status.busy": "2022-03-01T13:11:24.986743Z", - "iopub.status.idle": "2022-03-01T13:11:25.003322Z", - "shell.execute_reply": "2022-03-01T13:11:25.002402Z" - }, - "papermill": { - "duration": 0.056592, - "end_time": "2022-03-01T13:11:25.003532", - "exception": false, - "start_time": "2022-03-01T13:11:24.946940", - "status": "completed" - }, - "tags": [ - "injected-parameters" - ] - }, - "outputs": [], - "source": [ - "# Parameters\n", - "field = \"G15\"\n", - "survey = \"gama\"\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "72888a06", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:25.058291Z", - "iopub.status.busy": "2022-03-01T13:11:25.057603Z", - "iopub.status.idle": "2022-03-01T13:11:26.330199Z", - "shell.execute_reply": "2022-03-01T13:11:26.329074Z" - }, - "papermill": { - "duration": 1.301522, - "end_time": "2022-03-01T13:11:26.330467", - "exception": false, - "start_time": "2022-03-01T13:11:25.028945", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "import fitsio\n", - "import numpy as np\n", - "import pylab as pl\n", - "import matplotlib.pyplot as plt\n", - "import astropy.io.fits as fits\n", - "from astropy.table import Table\n", - "from scipy.interpolate import interp1d" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "05b04269", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:26.397197Z", - "iopub.status.busy": "2022-03-01T13:11:26.396383Z", - "iopub.status.idle": "2022-03-01T13:11:26.398379Z", - "shell.execute_reply": "2022-03-01T13:11:26.399148Z" - }, - "papermill": { - "duration": 0.037211, - "end_time": "2022-03-01T13:11:26.399351", - "exception": false, - "start_time": "2022-03-01T13:11:26.362140", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "sys.path.append('{}/DESI'.format(os.environ['HOME']))" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "4a8628c6", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:26.451426Z", - "iopub.status.busy": "2022-03-01T13:11:26.450803Z", - "iopub.status.idle": "2022-03-01T13:11:26.553406Z", - "shell.execute_reply": "2022-03-01T13:11:26.552388Z" - }, - "papermill": { - "duration": 0.130812, - "end_time": "2022-03-01T13:11:26.553646", - "exception": false, - "start_time": "2022-03-01T13:11:26.422834", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import pubplot\n", - "\n", - "from schechter import schechter, named_schechter\n", - "from gama_limits import gama_field\n", - "from delta8_limits import d8_limits, delta8_tier\n", - "from findfile import findfile" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "6635c158", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:26.615497Z", - "iopub.status.busy": "2022-03-01T13:11:26.614801Z", - "iopub.status.idle": "2022-03-01T13:11:26.618231Z", - "shell.execute_reply": "2022-03-01T13:11:26.617628Z" - }, - "papermill": { - "duration": 0.033942, - "end_time": "2022-03-01T13:11:26.618378", - "exception": false, - "start_time": "2022-03-01T13:11:26.584436", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "version = 'latest'\n", - "survey = 'gama'\n", - "dryrun = False" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "2d04ca99", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:26.666641Z", - "iopub.status.busy": "2022-03-01T13:11:26.666082Z", - "iopub.status.idle": "2022-03-01T13:11:26.676970Z", - "shell.execute_reply": "2022-03-01T13:11:26.677429Z" - }, - "papermill": { - "duration": 0.037042, - "end_time": "2022-03-01T13:11:26.677560", - "exception": false, - "start_time": "2022-03-01T13:11:26.640518", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "'/cosma/home/durham/dc-moor2/data/v4/gama_gold_ddp_n8.fits'" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# TODO: clean up root below in LF cells\n", - "root = '{}/data/GAMA4/'.format(os.environ['HOME'])\n", - "#fpath = root + 'gama_gold_ddp_n8.fits'\n", - "fpath = findfile(ftype='ddp_n8', version=version, dryrun=dryrun, survey=survey)\n", - "fpath" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "9658b14a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:26.717120Z", - "iopub.status.busy": "2022-03-01T13:11:26.716641Z", - "iopub.status.idle": "2022-03-01T13:11:26.719677Z", - "shell.execute_reply": "2022-03-01T13:11:26.719212Z" - }, - "papermill": { - "duration": 0.024197, - "end_time": "2022-03-01T13:11:26.719785", - "exception": false, - "start_time": "2022-03-01T13:11:26.695588", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#! ls /global/cscratch1/sd/mjwilson/norberg/GAMA4/" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "2178d555", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:26.756039Z", - "iopub.status.busy": "2022-03-01T13:11:26.755612Z", - "iopub.status.idle": "2022-03-01T13:11:26.765535Z", - "shell.execute_reply": "2022-03-01T13:11:26.765855Z" - }, - "papermill": { - "duration": 0.030549, - "end_time": "2022-03-01T13:11:26.765960", - "exception": false, - "start_time": "2022-03-01T13:11:26.735411", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#ddps = fits.open(root + '/global/cscratch1/sd/mjwilson/norberg/GAMA4/gama_gold_ddp_n8.fits')\n", - "#ddps = fits.open(root+'gama_gold_ddp_n8.fits')\n", - "\n", - "ddps = fits.open(fpath)\n", - "ddps = ddps[1].header\n", - "#ddps" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "511b6569", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:26.797937Z", - "iopub.status.busy": "2022-03-01T13:11:26.797542Z", - "iopub.status.idle": "2022-03-01T13:11:26.800705Z", - "shell.execute_reply": "2022-03-01T13:11:26.800367Z" - }, - "papermill": { - "duration": 0.020874, - "end_time": "2022-03-01T13:11:26.800808", - "exception": false, - "start_time": "2022-03-01T13:11:26.779934", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#! ls /global/cscratch1/sd/mjwilson/desi/BGS/Sam" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "d7cdbccd", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:26.833163Z", - "iopub.status.busy": "2022-03-01T13:11:26.832776Z", - "iopub.status.idle": "2022-03-01T13:11:26.835568Z", - "shell.execute_reply": "2022-03-01T13:11:26.835909Z" - }, - "papermill": { - "duration": 0.021837, - "end_time": "2022-03-01T13:11:26.836005", - "exception": false, - "start_time": "2022-03-01T13:11:26.814168", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "field = 'G12'" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "983d1b1e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:26.868713Z", - "iopub.status.busy": "2022-03-01T13:11:26.868324Z", - "iopub.status.idle": "2022-03-01T13:11:35.103560Z", - "shell.execute_reply": "2022-03-01T13:11:35.102509Z" - }, - "papermill": { - "duration": 8.2541, - "end_time": "2022-03-01T13:11:35.103839", - "exception": false, - "start_time": "2022-03-01T13:11:26.849739", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, version=version, dryrun=dryrun, survey=survey)\n", - "randoms = Table.read(fpath)\n", - "#randoms = Table.read('{}/data/GAMA4/randoms/randoms_bd_ddp_n8_{}_0.fits'.format(os.environ['HOME'], field))" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "d7b43500", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:35.175901Z", - "iopub.status.busy": "2022-03-01T13:11:35.175168Z", - "iopub.status.idle": "2022-03-01T13:12:01.905298Z", - "shell.execute_reply": "2022-03-01T13:12:01.906242Z" - }, - "papermill": { - "duration": 26.76771, - "end_time": "2022-03-01T13:12:01.906571", - "exception": false, - "start_time": "2022-03-01T13:11:35.138861", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "randoms_slice = randoms[np.abs(randoms['CARTESIAN_Z']) < 5.]\n", - "\n", - "for idx in np.arange(1, 4, 1):\n", - " plt.scatter(randoms_slice['CARTESIAN_X'],\\\n", - " randoms_slice['CARTESIAN_Y'],\\\n", - " c=randoms_slice['DDP{}_DELTA8'.format(idx)],\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " vmin=-1.,\\\n", - " vmax=10.,\\\n", - " cmap='plasma')\n", - "\n", - " pl.xlabel('x [Mpc/h]')\n", - " pl.ylabel('y [Mpc/h]')\n", - " \n", - " plt.title('DDP{}'.format(idx))\n", - " plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "b3961485", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:12:02.011289Z", - "iopub.status.busy": "2022-03-01T13:12:02.000019Z", - "iopub.status.idle": "2022-03-01T13:12:03.345090Z", - "shell.execute_reply": "2022-03-01T13:12:03.346020Z" - }, - "papermill": { - "duration": 1.392972, - "end_time": "2022-03-01T13:12:03.346345", - "exception": false, - "start_time": "2022-03-01T13:12:01.953373", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'G12 GAMA Field')" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", - "\n", - "# TO DO: take from header\n", - "for i in np.arange(0, 9, 1):\n", - " ddp = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}.fits'.format(field, i))\n", - " vmax = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_vmax.fits'.format(field, i), 'VMAX')\n", - " lf = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'LUMFN')\n", - " ref = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'REFERENCE')\n", - " \n", - " lf = lf[lf['N'] > 0]\n", - "\n", - " lims = np.array(list(ddp.meta['D8{}LIMS'.format(i)][1:-1].split(','))).astype(np.float32)\n", - "\n", - " label = r'${:+.2f} \\leq \\delta_8 < {:+.2f}$'.format(lims[0], lims[1])\n", - "\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=label, alpha=0.5, c=colors[i])\n", - " pl.plot(lf['MEDIAN_M'], np.log10(lf['PHI_IVMAX']), label='', marker='.', lw=0.0, c=colors[i], markersize=4)\n", - "\n", - "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$')\n", - "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", - "\n", - "pl.xlim(-16., -23.0)\n", - "pl.ylim(-5, -0.5)\n", - "\n", - "pl.legend(frameon=False, loc=3, ncol=2, fontsize=10)\n", - "pl.title('{} GAMA Field'.format(field))" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "53b830e4", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:12:03.457810Z", - "iopub.status.busy": "2022-03-01T13:12:03.457135Z", - "iopub.status.idle": "2022-03-01T13:12:04.934442Z", - "shell.execute_reply": "2022-03-01T13:12:04.935291Z" - }, - "papermill": { - "duration": 1.533969, - "end_time": "2022-03-01T13:12:04.935575", - "exception": false, - "start_time": "2022-03-01T13:12:03.401606", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'All GAMA Fields')" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", - "\n", - "for field in ['G9', 'G12', 'G15']:\n", - " for i in np.arange(0, 4, 1):\n", - " ddp = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}.fits'.format(field, i))\n", - " vmax = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_vmax.fits'.format(field, i), 'VMAX')\n", - " lf = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'LUMFN')\n", - " ref = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'REFERENCE')\n", - "\n", - " lf = lf[lf['N'] > 0]\n", - "\n", - " if field == 'G15':\n", - " if i != 3:\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=r'${} \\leq \\delta_8 < {}$'.format(d8_limits[i][0], d8_limits[i][1]), alpha=0.5, c=colors[i])\n", - " else:\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=r'${} \\leq \\delta_8$'.format(d8_limits[i][0]), alpha=0.5, c=colors[i])\n", - "\n", - " else:\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), alpha=0.5, c=colors[i])\n", - "\n", - " pl.plot(lf['MEDIAN_M'], np.log10(lf['PHI_IVMAX']), label='', c=colors[i])\n", - "\n", - "pl.xlabel(r'$M_r^e - 5 \\log_{10}(h)$')\n", - "pl.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", - "\n", - "pl.xlim(-15., -23.0)\n", - "pl.ylim(-6, 0)\n", - "\n", - "#pl.legend(frameon=False, loc=1, ncol=2)\n", - "pl.legend()\n", - "pl.title('All GAMA Fields')" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "869b765e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:12:05.097903Z", - "iopub.status.busy": "2022-03-01T13:12:05.092537Z", - "iopub.status.idle": "2022-03-01T13:12:05.229526Z", - "shell.execute_reply": "2022-03-01T13:12:05.230449Z" - }, - "papermill": { - "duration": 0.240695, - "end_time": "2022-03-01T13:12:05.230747", - "exception": false, - "start_time": "2022-03-01T13:12:04.990052", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([176., 235., 167., 198., 231., 164., 175., 210., 228., 226., 229.,\n", - " 174., 206., 196., 254., 257., 232., 161., 168., 188.]),\n", - " array([0. , 0.05, 0.1 , 0.15, 0.2 , 0.25, 0.3 , 0.35, 0.4 , 0.45, 0.5 ,\n", - " 0.55, 0.6 , 0.65, 0.7 , 0.75, 0.8 , 0.85, 0.9 , 0.95, 1. ]),\n", - " [])" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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('DDP2_ZMAX', '0.1937000006437302'),\n", - " ('DDP2_VZ', '3156659.558717707'),\n", - " ('DDP2ZLIMS_NGAL', '73942'),\n", - " ('DDP2_NGAL', '33396'),\n", - " ('DDP2_DENS', '0.01057953807776663'),\n", - " ('DDP3_ZMIN', '0.03903000056743622'),\n", - " ('DDP3_ZMAX', '0.1015800014138222'),\n", - " ('DDP3_VZ', '457819.2340050841'),\n", - " ('DDP3ZLIMS_NGAL', '18121'),\n", - " ('DDP3_NGAL', '8842'),\n", - " ('DDP3_DENS', '0.01931329953669401'),\n", - " ('TMR_DDP1', '[-21.8, -20.1]'),\n", - " ('TMR_DDP2', '[-20.6, -19.3]'),\n", - " ('TMR_DDP3', '[-19.6, -17.8]'),\n", - " ('RPATH_0',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G9_0.fits'),\n", - " ('RPATH_1',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G12_0.fits'),\n", - " ('RPATH_2',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G15_0.fits'),\n", - " ('VOL8', '2144.660584850632'),\n", - " ('D80LIMS', '[-1.0, -0.75]'),\n", - " ('D81LIMS', '[-0.75, -0.55]'),\n", - " ('D82LIMS', '[-0.55, -0.4]'),\n", - " ('D83LIMS', '[-0.4, 0.0]'),\n", - " ('D84LIMS', '[0.0, 0.7]'),\n", - " ('D85LIMS', '[0.7, 1.6]'),\n", - " ('D86LIMS', '[1.6, 2.9]'),\n", - " ('D87LIMS', '[2.9, 4.0]'),\n", - " ('D88LIMS', '[4.0, 10000.0]'),\n", - " ('DDP1_D0_NGAL', '3741'),\n", - " ('DDP1_D1_NGAL', '3956'),\n", - " ('DDP1_D2_NGAL', '4013'),\n", - " ('FORCE_ZMIN', '0.03909000009298325'),\n", - " ('FORCE_ZMAX', '0.2629599869251251'),\n", - " ('VOLUME', '2530750.347044507'),\n", - " ('MS',\n", - " '[-25.5, -25.3, -25.1, -24.900000000000002, -24.700000000000003, -24.500000000000004, -24.300000000000004, -24.100000000000005, -23.900000000000006, -23.700000000000006, -23.500000000000007, -23.300000000000008, -23.10000000000001, -22.90000000000001, -22.70000000000001, -22.50000000000001, -22.30000000000001, -22.100000000000012, -21.900000000000013, -21.700000000000014, -21.500000000000014, -21.300000000000015, -21.100000000000016, -20.900000000000016, -20.700000000000017, -20.500000000000018, -20.30000000000002, -20.10000000000002, -19.90000000000002, -19.70000000000002, -19.50000000000002, -19.300000000000022, -19.100000000000023, -18.900000000000023, -18.700000000000024, -18.500000000000025, -18.300000000000026, -18.100000000000026, -17.900000000000027, -17.700000000000028, -17.50000000000003, -17.30000000000003, -17.10000000000003, -16.90000000000003, -16.70000000000003, -16.500000000000032, -16.300000000000033, -16.100000000000033, -15.900000000000034, -15.700000000000035]'),\n", - " ('ABSMAG_DEF', 'MCOLOR_0P0'),\n", - " ('COMMENTS',\n", - " \"['Science targets and information for tiling and spectroscopic', 'observation.']\"),\n", - " ('CHECKSUM', 'n52hp20en20en20e'),\n", - " ('DATASUM', '2160089238'),\n", - " ('comments',\n", - " ['Science targets and information for tiling and spectroscopic',\n", - " 'observation.'])])" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "lf.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "76503514", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:12:05.432059Z", - "iopub.status.busy": "2022-03-01T13:12:05.431614Z", - "iopub.status.idle": "2022-03-01T13:12:05.435474Z", - "shell.execute_reply": "2022-03-01T13:12:05.435831Z" - }, - "papermill": { - "duration": 0.042767, - "end_time": "2022-03-01T13:12:05.435944", - "exception": false, - "start_time": "2022-03-01T13:12:05.393177", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "\"\\ncolnames = ['M_R','LOGPHI']\\nTMR_d0 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d0', format='csv', names=colnames)\\nTMR_d1 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d1', format='csv', names=colnames)\\nTMR_d2 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d2', format='csv', names=colnames)\\nTMR_d3 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d3', format='csv', names=colnames)\\n\\nplt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x')\\nplt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x')\\nplt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x')\\nplt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x')\\n\"" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# fix to add column names\n", - "\n", - "'''\n", - "colnames = ['M_R','LOGPHI']\n", - "TMR_d0 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d0', format='csv', names=colnames)\n", - "TMR_d1 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d1', format='csv', names=colnames)\n", - "TMR_d2 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d2', format='csv', names=colnames)\n", - "TMR_d3 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d3', format='csv', names=colnames)\n", - "\n", - "plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x')\n", - "plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x')\n", - "plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x')\n", - "plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x')\n", - "'''" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1094c391", - "metadata": { - "papermill": { - "duration": 0.049491, - "end_time": "2022-03-01T13:12:05.513473", - "exception": false, - "start_time": "2022-03-01T13:12:05.463982", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "657ee6c7", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:12:05.634173Z", - "iopub.status.busy": "2022-03-01T13:12:05.633460Z", - "iopub.status.idle": "2022-03-01T13:12:05.638291Z", - "shell.execute_reply": "2022-03-01T13:12:05.637754Z" - }, - "papermill": { - "duration": 0.063482, - "end_time": "2022-03-01T13:12:05.638440", - "exception": false, - "start_time": "2022-03-01T13:12:05.574958", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "\"\\nfor idx in range(4):\\n LF_G9 = Table.read(root + '{}_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n LF_G12 = Table.read(root + '{}_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n LF_G15 = Table.read(root + '{}_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n\\n LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n \\n x =np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']), np.array(LF_G12['PHI_IVMAX']), np.array(LF_G15['PHI_IVMAX'])]\\n x_ref=np.c_[LF_G9_ref['MS'], np.array(LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\\n\\n LF_mean = np.mean(x[:,1:], axis=1)\\n LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\\n\\n LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\\n LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\\n \\n pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\\n pl.plot(LF_G9_ref['MS'], np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\\n #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx), color=colour[idx])\\n \\n#plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x', color='blue')\\n#plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x', color='orange')\\n#plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x', color='green')\\n#plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x', color='black')\\n\\nplt.xlabel(r'$M_r^e - 5 \\\\log_{10}(h)$', fontsize=14)\\nplt.ylabel(r'$\\\\log_{10} \\\\left[ \\x0crac{\\\\phi_\\\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\\nplt.title(r'{} DDP LFs (All Fields)'.format(survey))\\n\\npl.ylim(-5.5, -.5)\\npl.xlim(-22.5, -15.5)\\npl.gca().invert_xaxis()\\npl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\\n\\n#pl.legend(frameon=True, loc=2)\\npl.legend()\\npl.show()\\n\"" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "\n", - "Ms = np.arange(-25.5, -15.5 , 0.1)\n", - "bin_centres = (Ms[1:]+Ms[:-1])/2\n", - "colour = ['blue', 'red', 'green', 'black']\n", - "'''\n", - "for idx in range(4):\n", - " LF_G9 = Table.read(root + '{}_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", - " LF_G12 = Table.read(root + '{}_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", - " LF_G15 = Table.read(root + '{}_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", - "\n", - " LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " \n", - " x =np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']), np.array(LF_G12['PHI_IVMAX']), np.array(LF_G15['PHI_IVMAX'])]\n", - " x_ref=np.c_[LF_G9_ref['MS'], np.array(LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " LF_mean = np.mean(x[:,1:], axis=1)\n", - " LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\n", - "\n", - " LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\n", - " LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\n", - " \n", - " pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\n", - " #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx), color=colour[idx])\n", - " \n", - "#plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x', color='blue')\n", - "#plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x', color='orange')\n", - "#plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x', color='green')\n", - "#plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x', color='black')\n", - "\n", - "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$', fontsize=14)\n", - "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", - "plt.title(r'{} DDP LFs (All Fields)'.format(survey))\n", - "\n", - "pl.ylim(-5.5, -.5)\n", - "pl.xlim(-22.5, -15.5)\n", - "pl.gca().invert_xaxis()\n", - "pl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\n", - "\n", - "#pl.legend(frameon=True, loc=2)\n", - "pl.legend()\n", - "pl.show()\n", - "'''" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "a0e5035d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:12:05.746449Z", - "iopub.status.busy": "2022-03-01T13:12:05.745453Z", - "iopub.status.idle": "2022-03-01T13:12:06.330326Z", - "shell.execute_reply": "2022-03-01T13:12:06.331252Z" - }, - "papermill": { - "duration": 0.648911, - "end_time": "2022-03-01T13:12:06.331533", - "exception": false, - "start_time": "2022-03-01T13:12:05.682622", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", - "/tmp/ipykernel_160293/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_160293/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", - "/tmp/ipykernel_160293/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", - "/tmp/ipykernel_160293/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for idx in range(4):\n", - " LF_G9 = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - " LF_G12 = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - " LF_G15 = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - "\n", - " LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " \n", - " LF_G9_curve = interp1d(LF_G9['MEDIAN_M'], LF_G9['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", - " LF_G12_curve = interp1d(LF_G12['MEDIAN_M'], LF_G12['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", - " LF_G15_curve = interp1d(LF_G15['MEDIAN_M'], LF_G15['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", - "\n", - " \n", - " x=np.c_[LF_G9_ref['MS'], np.array(LF_G9_curve(LF_G9_ref['MS'])/LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_curve(LF_G12_ref['MS'])/LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_curve(LF_G15_ref['MS'])/LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " #x_ref=np.c_[bin_centres, np.array(LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", - " #x=np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']/LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['PHI_IVMAX']/LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['PHI_IVMAX']/LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " LF_mean = np.mean(x[:,1:], axis=1)\n", - " LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\n", - "\n", - " #LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\n", - " #LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\n", - " \n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - " #pl.plot(bin_centres, np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\n", - " #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx))\n", - " \n", - " #pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), gama_lf['PHI_N_ERROR'] / gama_lf['PHI_N'] / np.log(10.), label='NOWEIGHT', alpha=0.4)\n", - " #pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), gama_lf['PHI_IVMAX_ERROR'] / gama_lf['PHI_IVMAX'] / np.log(10.), label='IVMAX')\n", - " \n", - "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$', fontsize=14)\n", - "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{\\phi_{ref}(M)} \\right]$', fontsize=14)\n", - "plt.title(r'{} DDP LF Ratios (All Fields)'.format(survey))\n", - "\n", - "#pl.ylim(-4.25, -.75)\n", - "pl.xlim(-22.5, -15.5)\n", - "pl.ylim(-0.68, 0.68)\n", - "pl.gca().invert_xaxis()\n", - "\n", - "pl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\n", - "pl.gca().yaxis.set_major_locator(plt.MultipleLocator(0.2))\n", - "\n", - "pl.legend(frameon=True, loc=2)\n", - "pl.show()" - ] - }, - { - "cell_type": "markdown", - "id": "305c054c", - "metadata": { - "papermill": { - "duration": 0.066637, - "end_time": "2022-03-01T13:12:06.462666", - "exception": false, - "start_time": "2022-03-01T13:12:06.396029", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Done." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4e203822", - "metadata": { - "papermill": { - "duration": 0.065302, - "end_time": "2022-03-01T13:12:06.593768", - "exception": false, - "start_time": "2022-03-01T13:12:06.528466", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Lumfn", - "language": "python", - "name": "lumfn" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.9" - }, - "papermill": { - "default_parameters": {}, - "duration": 43.819642, - "end_time": "2022-03-01T13:12:07.367386", - "environment_variables": {}, - "exception": null, - "input_path": "docs/nb/d8LF_qa.ipynb", - "output_path": "test/pm_delta8_qa_G15.ipynb", - "parameters": { - "field": "G15", - "survey": "gama" - }, - "start_time": "2022-03-01T13:11:23.547744", - "version": "2.3.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/test/pm_delta8_qa_G9.ipynb b/test/pm_delta8_qa_G9.ipynb deleted file mode 100644 index 6c09bfb7..00000000 --- a/test/pm_delta8_qa_G9.ipynb +++ /dev/null @@ -1,1169 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "19bd43f6", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:01.668630Z", - "iopub.status.busy": "2022-03-01T13:10:01.667909Z", - "iopub.status.idle": "2022-03-01T13:10:01.672397Z", - "shell.execute_reply": "2022-03-01T13:10:01.671595Z" - }, - "papermill": { - "duration": 0.046035, - "end_time": "2022-03-01T13:10:01.672567", - "exception": false, - "start_time": "2022-03-01T13:10:01.626532", - "status": "completed" - }, - "tags": [ - "injected-parameters" - ] - }, - "outputs": [], - "source": [ - "# Parameters\n", - "field = \"G9\"\n", - "survey = \"gama\"\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "72888a06", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:01.718952Z", - "iopub.status.busy": "2022-03-01T13:10:01.718365Z", - "iopub.status.idle": "2022-03-01T13:10:03.107317Z", - "shell.execute_reply": "2022-03-01T13:10:03.106530Z" - }, - "papermill": { - "duration": 1.413279, - "end_time": "2022-03-01T13:10:03.107485", - "exception": false, - "start_time": "2022-03-01T13:10:01.694206", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "import fitsio\n", - "import numpy as np\n", - "import pylab as pl\n", - "import matplotlib.pyplot as plt\n", - "import astropy.io.fits as fits\n", - "from astropy.table import Table\n", - "from scipy.interpolate import interp1d" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "05b04269", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:03.155176Z", - "iopub.status.busy": "2022-03-01T13:10:03.154603Z", - "iopub.status.idle": "2022-03-01T13:10:03.157796Z", - "shell.execute_reply": "2022-03-01T13:10:03.157307Z" - }, - "papermill": { - "duration": 0.029466, - "end_time": "2022-03-01T13:10:03.157920", - "exception": false, - "start_time": "2022-03-01T13:10:03.128454", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "sys.path.append('{}/DESI'.format(os.environ['HOME']))" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "4a8628c6", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:03.199555Z", - "iopub.status.busy": "2022-03-01T13:10:03.198524Z", - "iopub.status.idle": "2022-03-01T13:10:03.266237Z", - "shell.execute_reply": "2022-03-01T13:10:03.265375Z" - }, - "papermill": { - "duration": 0.090835, - "end_time": "2022-03-01T13:10:03.266464", - "exception": false, - "start_time": "2022-03-01T13:10:03.175629", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import pubplot\n", - "\n", - "from schechter import schechter, named_schechter\n", - "from gama_limits import gama_field\n", - "from delta8_limits import d8_limits, delta8_tier\n", - "from findfile import findfile" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "6635c158", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:03.328027Z", - "iopub.status.busy": "2022-03-01T13:10:03.327276Z", - "iopub.status.idle": "2022-03-01T13:10:03.330407Z", - "shell.execute_reply": "2022-03-01T13:10:03.331008Z" - }, - "papermill": { - "duration": 0.034842, - "end_time": "2022-03-01T13:10:03.331189", - "exception": false, - "start_time": "2022-03-01T13:10:03.296347", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "version = 'latest'\n", - "survey = 'gama'\n", - "dryrun = False" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "2d04ca99", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:03.380289Z", - "iopub.status.busy": "2022-03-01T13:10:03.379695Z", - "iopub.status.idle": "2022-03-01T13:10:03.389901Z", - "shell.execute_reply": "2022-03-01T13:10:03.389333Z" - }, - "papermill": { - "duration": 0.035891, - "end_time": "2022-03-01T13:10:03.390019", - "exception": false, - "start_time": "2022-03-01T13:10:03.354128", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "'/cosma/home/durham/dc-moor2/data/v4/gama_gold_ddp_n8.fits'" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# TODO: clean up root below in LF cells\n", - "root = '{}/data/GAMA4/'.format(os.environ['HOME'])\n", - "#fpath = root + 'gama_gold_ddp_n8.fits'\n", - "fpath = findfile(ftype='ddp_n8', version=version, dryrun=dryrun, survey=survey)\n", - "fpath" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "9658b14a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:03.429665Z", - "iopub.status.busy": "2022-03-01T13:10:03.429165Z", - "iopub.status.idle": "2022-03-01T13:10:03.433114Z", - "shell.execute_reply": "2022-03-01T13:10:03.432074Z" - }, - "papermill": { - "duration": 0.024633, - "end_time": "2022-03-01T13:10:03.433344", - "exception": false, - "start_time": "2022-03-01T13:10:03.408711", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#! ls /global/cscratch1/sd/mjwilson/norberg/GAMA4/" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "2178d555", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:03.499961Z", - "iopub.status.busy": "2022-03-01T13:10:03.499049Z", - "iopub.status.idle": "2022-03-01T13:10:03.512224Z", - "shell.execute_reply": "2022-03-01T13:10:03.512774Z" - }, - "papermill": { - "duration": 0.046776, - "end_time": "2022-03-01T13:10:03.512951", - "exception": false, - "start_time": "2022-03-01T13:10:03.466175", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#ddps = fits.open(root + '/global/cscratch1/sd/mjwilson/norberg/GAMA4/gama_gold_ddp_n8.fits')\n", - "#ddps = fits.open(root+'gama_gold_ddp_n8.fits')\n", - "\n", - "ddps = fits.open(fpath)\n", - "ddps = ddps[1].header\n", - "#ddps" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "511b6569", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:03.561601Z", - "iopub.status.busy": "2022-03-01T13:10:03.561013Z", - "iopub.status.idle": "2022-03-01T13:10:03.565002Z", - "shell.execute_reply": "2022-03-01T13:10:03.564397Z" - }, - "papermill": { - "duration": 0.029316, - "end_time": "2022-03-01T13:10:03.565126", - "exception": false, - "start_time": "2022-03-01T13:10:03.535810", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#! ls /global/cscratch1/sd/mjwilson/desi/BGS/Sam" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "d7cdbccd", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:03.604110Z", - "iopub.status.busy": "2022-03-01T13:10:03.603630Z", - "iopub.status.idle": "2022-03-01T13:10:03.605982Z", - "shell.execute_reply": "2022-03-01T13:10:03.606381Z" - }, - "papermill": { - "duration": 0.023324, - "end_time": "2022-03-01T13:10:03.606502", - "exception": false, - "start_time": "2022-03-01T13:10:03.583178", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "field = 'G12'" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "983d1b1e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:03.643005Z", - "iopub.status.busy": "2022-03-01T13:10:03.642559Z", - "iopub.status.idle": "2022-03-01T13:10:11.222246Z", - "shell.execute_reply": "2022-03-01T13:10:11.221186Z" - }, - "papermill": { - "duration": 7.599883, - "end_time": "2022-03-01T13:10:11.222501", - "exception": false, - "start_time": "2022-03-01T13:10:03.622618", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, version=version, dryrun=dryrun, survey=survey)\n", - "randoms = Table.read(fpath)\n", - "#randoms = Table.read('{}/data/GAMA4/randoms/randoms_bd_ddp_n8_{}_0.fits'.format(os.environ['HOME'], field))" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "d7b43500", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:11.299430Z", - "iopub.status.busy": "2022-03-01T13:10:11.298574Z", - "iopub.status.idle": "2022-03-01T13:10:36.269367Z", - "shell.execute_reply": "2022-03-01T13:10:36.270286Z" - }, - "papermill": { - "duration": 25.013611, - "end_time": "2022-03-01T13:10:36.270581", - "exception": false, - "start_time": "2022-03-01T13:10:11.256970", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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h/PU8eN8b+PF/8u+fqY92woQJnwaYyqd3GZWa9q+lJgJLMo2TZQLmY4pClEAslBjRMduZqTE5VzszF80qTkhjaCp9Svud0qtzTupInol+Tjr+28u3WLmz96xNJVOpZXgrlNbZpGEk3ZhUJBDYox6zwEGtv1lC7dwDGeDnbCzVrFCJsPFgXPLcXhK12kSQmWeUazWt5NIZuklK9mr56224w/P1/FT5Q1/7Y+P3jg8if+8f/EG++Ete9NQ/0AkTJnxaYQqKdxHn5x0Dykwja5TLVB4uGMcFtyps1LK3sqBHzxBd/ODeqMqKHrz3Vgg73iYkqLBbNCx+qiVGBMQ/3K1FnP2n1B64A4FelEGSTePwLLSTROUWcNZ3NOZqFmXmR92+TvCSr7nm9P62ymir0r8UhUaMJ6tOHqqoqf2shrFEzHj8ThNJzAt2KZn17jt+IgN033jcPEl89Zf/PWoCMwIXLs34E3/qc/jTf/WLP5GPdcKECZ9GmMqndxEnN9YEYO3jn9ae2xxRM8N6bgsirUb3NRUatbytxTxJGcuI1gdMnnuNMo4i0N/xeSvfLz1C+9ndrp6VVIOKqyEL3SWTVenIbCS77nDghJ4lPR3qf5rrTdY0lkdtEojvqqQwZBMt5p0aCa5PdMG/n4nuZHsZJZFYeXexbAE2/h5ESuQzolLNdiNx247gTvj3Wg+42a/q2dWeN/+37+I31d/Gb2i+lS995XfzM//L+57chzthwoRPC0yZ4l3E+VlHQ6AjcURNRqkRNp7pXaTlUTrX6wlzNZnCTCsqjTQaaDQiAhvWbiLufT217DGoeH/NsJsdlr/bh+ohUiBrEdMDLoOA4msqrLERVecycEzDoAMJIZBGolAJ19br3AbiXuycLDBaQKwJ9DoQsekb+65JLHEs+Hn1qmQRy5o9U+wxIUePstHMIJnkG4BOnmSm6OhQKnQ0VMdDckvFWgfe96s3+SNf9qOoZKIEDu+veeN3/yd86atf9gl97hMmTPjUwRQU7yJ+7n/5EHOtXOenLDxDe4CKFcEHD5ueL2ogaCJIIKqw0IrajbezmkD/TDY20UItK2sw43DLsGTsH6qnh1JccrSUAIpekTF7EhjnPKrAmkRFIJHYo2LFMPb9IgFVMx2IYpM5FkQ2eKDSwp4VFtRj8K2w/qWVao0stCE757aUZbf/W5Fpyc69NZZt9PPH/y2y8waeCDtx07LT4FQeJbojT1RGFm5EWAOdZj74yJI/9FU/giIEgd/2hQ/y7d/3+3nohUdP57aYMGHCPYQpKN5FfOTXT7lPZzwqK65oxYKKAbhFz+BhqibQqTKjZk1mphUNgRobAFwIMYMzOmXM/3SHQbqVYSjcNoQ4YDZwjXNWKwKolWkrFWqNlkCqmoA/qGejMDCwYeCQ1gceO4VGjJMaEDaeVeIdyAoLxB2JhsjcS757WnGTjlrEjcjTzpWyjHLDwBGVM01hQx7Lu8mPW0wK1u7Jmu8g1zweiuVcJRA0IAhJMxWBThPFOUidVJTEgnkH46bgnf/2o/z2l38PYA/K/+UP/0be+N2/jxCexAlMmDDhnsQUFO8iXvLKi9ySjitac4M1G2ZcpjLDbODcs68gsE80cYMG9qlpNYxG4BGbfTin5pyB2rMsRsbotnxpsoet5nHwVCkDqAXiCmFN4pjKDMc1GoFGBGVgwMT252RmGrglHQsiS+0JbMdX2dzFYj1n+kJlO44q+L8DkeylV0FHm7dBLcSJFMKQcKYDlf9WTfRhzEb6SWJBjSL2/wRiUenB2pEio3WewoyKThM1kZrAmfSI6zgrzK+1sGejRMS1oG/9gf/AD//ArzC4G9GXfMUL+N4f/hrm8/ap3C4TJkx4DuKeC4oi8hrgpcAPA9eB1wI/rKrv3fmZvwi8F7gIoKpv/mSc209/z3uIKpzSM5OKB7WmoWIPYQUsUJSaQXtb8NXGP7UafF4hO7L+SJ0DMUaUgd6zul0yTRiznW02WazeAC9j4lZqwrkOXKKhd93huUs8ylEGEjfE+qF9mfNIYkakGICLM1bt727kJjoakXckogd0YeDESTpW4rVxVUkVFWUtiVrE/VYjZ9qzIJLFepdRZDQrGAlGT+aDEAt+EdxurugvzeVng43fMnJTIGg0uYtsjy9e6gXGgdGCWolY7Fr85Ns/wMuO/jr7tCjwlV/9Yr7lB34vbVs/5XtowoQJzy7uRfbpReANwHuAXwPee0dAfIN/7Yc9GL7MA+kzjs/6HfezR+CACjTQk4jeY9tHWBA4QJgTXIgfidl8QsECV2md1SpGYNHswg5DKS2WoFh0gFvTty0hJyDUaqXZiFCh9GR6EmUKRmGSNkQWVDQIpwysJbEKCYJliOoBMovlh6ZjLNmjUVg6NyGoEVYkBmHMFoP/rwRx02za35cMnDMwF+uZDiQ2kjmTAREj2HzCnjXuK1sRGDQzZL8mEjjQyGVt2M8Vu9rOQEREmEmxVMg73F/ffIjc1hO1Mq1dgXf8o1/ncw6+i1c1f53P2vtO/qs/+3aGIT3BSU6YMOG5hnsxKAJcAF6mqhdU9Yfv+N5r7/ja24Fv+GSc1CP/+sO8RFpm1LyMOVeC+ZdGlIOQOJDEApgTqVVYaGRORaumXyyBrNEwCvBHuUUpHfqfqkYOKVKMEii3Uy9A1Rb7BjPkjlKxxvtq5NElxgqzVsatvKPWy8DGBSECrNhY71C3gTl5lgiw8SFXvSZW2nNOx5KBNYmNKGh2uQYj8ycJdGJSjo7MNR+KNWCBMJHZoCjJysefSGTU7V8qrWhV2M8V+9kceJaSqBAWORI9eIKgWrq4MvJlRzkMZcOBN3EtQCa2zNrBf3bd9/ydN/0iz198C/fP3shLL3wr/7+/+i/puqLgnDBhwnMR92RQVNWbu9lhgYh87mP8+HXgK575s4JZG7hUZ14SGl4QApscOK6V4zozqzIHjWUWBwh7VGYErjZGaUagwbLF5KGwJlBpJEjYXeNBrfRXkHet3vz7ybMzM9o2GzfzQ1Wymgm5/bss7ImPsmaDBYsNkCSzYmBJz+CLv3mW5pHrop4pihRvVSuRtlSICkt6ei1nE1iw7dFVBE61YyWmh6wJ9JLZyGC6R39frYfqTxQBAVVmCkd5xoHWtBrZ05r78sxKqlJ6sDo65gwjX3V7yWFrkJAFz5232XkZ67Vb2i5fFzVjh2//pnfy0MG3crl9Ay+5+Nf4K3/h7eT8CefAEyZMeAZxz/UUAUTktViwuwgcq+o3+bcu+td3cdN/51hVbz6T55WXHW0UVM0t5jLKXpMIApUkTpYzJ5VYKbJVGbWIRQ9YypSFtmJSiI/tpyUPQFmVHXMcikSioSLhQ6HUAmytYbRiSwQGVapgFmrGWA1sUAYxr9Y1SiWlRGgZpr03c6Axwoxnmmpl2DU9DZFEZslApUISCw8rMjU2gaP2d5SCMuSBy7Jv46NKiVIsPyvDimu10mr6eOzTnQsVgEor9qi5zAzxnmgh3SSxHmghIokKg/TsvkQieXexfD4WOgexd16rZb9Fzanjy28DZCm77nZ/b5wPfPu3v5Pv+vZ3IkCs4S1/5z/lq7/mFZ/QPTdhwoS7i3sxKL4DuF4CnIi8SURe6/3D48f4+RIkL+IBssCD62sBXvjCFz7tE6uv3+Ch4xVpqKhjx82zyJBrLiw6+gEO9lbMUs3mvGaPwJnLARoPgDMPGELghGH0/SyShs2WT8MgEDy4dKrILklELDAjFUkzATMAKIt4IJgjjipJ88he3TBQScWGnh57rXPX9YGJ/IPrFSsfPpU9o51rxaCZOdF7qWVQlJWGs8CizFskc27FVxPwYwbkGbOgEwnummqZrA1Uzh5+n3xm1RLYo6IisiKzh82e3KfiJoONynLSjL2ubRZKz9BoSHbRbRPCmE2W8nSh41iWWIrXUIwCGsLYmyz5te7812MPYd/DH/36Hxvf4dGFiu/4m1/FV/+fX/mk3++ECROePu658qmqvveOjO/twOv87zdxxukOyr/vzCBR1Ter6uep6udduXLlaZ/bUXuD/XnP4WJNW284mPdc2Dtnvuhomo55qzQxcVj3tC5byHQIebRC28cW3orgJJWtsfZuTGh9Me7H8p+hlOygGImryyqCDyc2r9JeBuuN2ZUgCZ7NpLFMWNb3lX+1djFGJJCdFSpAo8LM+6MBoVWjBpVxVXPv2C0Z2JD9XZlOMUkiS2Ygj2ScYhievERZse3fPVlYGdnOYU7kkMgMocZMzOcuNWkQWo3MXLYRtJQ9t6XhggF1K7qtjnJr0b69/uM5jN3aOG4SYKsvLbNMSpdxt1x788bAH/m6f8hR+3out2/gd372d/Pz73r4Sb//CRMmPDXcU5miiBwDN4ALO4HxJibRAAt8x3f82jFYH/IZPj2aMHCynllJMikXj5YgEKOyv99z63QBVKxPj7y32JBRzkjsi5UzOz+WWbuJj3TyAcFqvcEKsaG9IqgqKlZGLdidjlFKsGS4QMtKBjqFOkeQPOoekzvb3BaA/c/eM6k1AxFhhXoQryyTcqLKPtFVj8Y+PSCw9GA8o2Lj2eGGbFknwhplD2EtiT0sowwerNYUYYSdV/TAqB+vhKpFrlLcVq10u3DBi7nrZBZUrNXmX55obxm7lOvvEg3dKkJ3X9a8XwVVM0mIngkKZfpkIDGMvyDYwzbs/D5+HfG+7xhctfjb2it3KL/8y9f4yi/8Puv/Crzysy7yd9/6Gl784jv3gBMmTHg6uKeCouN1dwS4lwLvAlDVd4nIzTt+/iJWcn3GISFwfLCi7xuqqkNVEFFEMrO24/y85vBwYL5smZ837AuoD/tdqbIHtCKoBk5KeVGylUixDHBOdNVg9CkSULMdF2UTMGTMQoqaUIDrdDRE9oh0ovT0o1dr0TwiMvYTt28MVppZeEAsYv6eRKuRuVpIyLrtvlnf0mYognCuHSpmSL6U3t1jynl7xiSWGUYRim+s+hEahPMxH/v4yKpUVIBpEWcIJ2T2CGPm2SDURCoye2SWZJsFqUoQGwxde8DaFYWkMfCpbxDi+CBts0b1/mnJNdVz9Oz+sO4iVCyJyu/vXnYtZCErlRdyUk/m3f/7dT7rN72ZSoyc9aKXHPK2n/pjXLq096Sv0YQJEz4W91T59HGyva8FvnHn32++Q5f4auBNz+R5FYQQmC82tO2GGGE+72magfl8zflyweHRmpQC9+935KBc9ELkHsr9TSZ7eS+jtAinJESCawttksbKC3ZGvrFwkjyzQEvpdMuejMDalYb7RA4ww3HxcqVSvFRNUF/kB/WdqZjYIm56PiOpBISW2oYhY6xTs2kzs/NS+u00MadiRmTJQMTcezYk83NFx6HMw3jeFriyl2ht0oc8cYZ4++ky8xJp8Xo9wDSbMyIHVGSUBnMXKsG5+KGWUu3g16dIXzLqPVUZr+/tIdM+iAqz28tqpefkfUU7TkDVjASsfOvdUv/3jMACM3YoRx/QcSNRGMaiIBmSKu9/7xmvevBvcH/zRl5afytf+Vnfy3o9yT8mTPhEcS9mim92x5qbwMuAN+3qElX1dSLyF3ecb97zGFrGZwSHB6d8+H2HHO4b2SZnoa4HlssWJSEC63XLzbMZh2QeVmUhtkifamKvUrpccQAs1TKZiNKREGwU1YEXR9ckWrFMbEMeS27A6N5SRPm12kDiIx9TtfaFtiOhGYZowS6rkXQCuwOeSjAwf9Ayb6IhUKlZpkU3Nbe+YyRIZq61Z0Rm81ZccMyqrgcCcypuyUCHslA7b5ViKm6vY4EqeAfzSfQUPWDMvHBqxxR6LaQXe9+9X6EiSVloTaYHCawx2Qph2z9Ed/uLWxapbRKKAMO+U7SeI/OUYodXZByWv+fxPdo5NyI7LGQrWSfyOAJLUUSVfTWdadBAktL7tAy7UaEj8x9/+SavPPjrrEkctJGv/eOv4r/65q+gbe/FR37ChE8e7rknxLPFb/o4P/OE33+msLpV0dQdp6c1i4UimmnaDkRpm54PfvgCly7cIuXE6bBP6o0Buh8DvQwgFWfakzXQY8N/N5qZSe0ZYh4Nsls3houYx+ja5Q421sn7kL6oNlTUCucM9CT2qLlKZ2J9Uc8M7WeTKkhw4gtjllX5MSuKBANmRIKWOJRppGEznocw0DMj+DgoywgbzOy8J7MWz2QENiRqMg1WOh3GkKIMaprFJ1089bJ0ZpstBoQzMvVYhrTgb9+zbcRCW67rkoRNyXg88/HSGwwUzWIGz4y3Q72Kg9A2GCYYNxVJLMMvhgZBzBQgjsUb24rMaOic9lNpsHKrF8jXZA+ifky194YojUay90vXm8z3vendfN+b301Hom0iX////Az+v6+fguSECXfiniqfPtexd3DCfDEQQiQNggQ4O5ujmjk9XbA/75jNek5Xc64NsCJz0FgGGKMwrwdOs/q0CFh6GNhYIc5LdomWIt2wLCR5ACu80e3Cm0eHleKUEz2rWUjlQv1IAxQyTyRSqVCxGxDt+7V/rdbgNm8R9exRiKxJRCzgqBhZaCmJQOScjoByIh02l3HrxgMWXEy6gBcsseDkZcTi2POE2IoEGcQmkBQh/kaSl0KF1kNhKdMGzVQKkGnULfhEtg/HThZum47bpRX9yFW1sV2qhWrDuEnJbANi9o1EKYc2rqeJfuzKA2qFuRy17rJz7ldhRWLtn3nWfNuFEVWiCoNmziSPP1ukJJnMSdfzPX/jF3jhwTfzUP3XeMH8jfzI97+blJ58z3bChE9VTEHxLqLrWlQzEpJL/yxo3Do54NbJHjHCydketyRxf4AXzDI3k7DOJr9YD4GLMbMf4CNsyGQ6F1GU+X8Lqccu29aDc8u2XO/8W7AeFSIssFmClffprH8V2TCYJnHsUBau5Xa4cAlMaKARN9b2nKbS4KSYbamzR13FKPSaeFTWRCIrsSzSVZBj1mvkWGVwaUaHMpARP99IYKEV4c41+/GiZMlexQg30d9P6ZeWjUKxdpt51h38GvToOJNSChOUrcF47UYFQU2OAsbQVZQk25AZdmQYI4dV3ahdxSUhdp0XRGY01H7ldSyjMvYWGxUkKy/K+wQ/n7DzCAe10Vc2iquU1GW8yIlMFCGWDYhaxWHTJ/7s/+3H+Yzm23hl/Db+0Jf9EP/2J9//OBd3woRPbUy1k7sIQVmetwxDBZqJWanbTHOwYrkaWHc1q1XDnMA6wo1NZF+UKHDSB0TgVBN9ynR4FiJ5LG9a4BNUlFqLRi5Q3DdnWK9pFJKr6QYDZutWIVyno5LAoMmDRMk3lSInKOU+m6G4HVpchg6Xfl+FWdBltckTBzudwMFDdhZlRsVahjEoq/cOG2A9XjyhU5uG0SIkLcGhGHPvKAa3KonHDIwVpps0XablsdarFLKKO/RsZRaK9W972MkQywCs7QvoWBItZuw6jrrCy60BY64qwbJqCXZcivqzlEvFxf/2e3OtjOkquxZxRoTqyBZERdiExIf0jBYLqiu1QFcmbx64fXyN0FKxdhFI0Xz2/nvJJTwnPs4rusHBBWre9T8/wv/jX/0DMoEuJBYPVrzuv/7t/OE/8VguihMmfGphyhTvIlbLBaoNaCKlBkRJgy2f58s5QZTzVU3oI6kXPpIy709wPWUzBU8VjSpn9OwRGMSCRMCCYs12vFSUMoTYskGbWFFcVzzjcXJL0GLgbYtf48bjs535G4VQUoYJqx8zaqDBmKXBF1TxUGsLdx5/t/eAUQPR5QRJYBUS4qXLDOamA3dkUsXBpnQSM71an6xTs6FrCZB32nx3BsRSOkUZZPDXshJl2f2Zg40RcYpVQU9mEAvsitJyp9bz9hewkmvRavqmwkvKFWHUUtonLyOTtugRs1+3ol1sdjY8lZaruw2O+PVfaWJfGxKwpzVnWK/VrqVSZnuYl61y4gFRvByexK7sxn9mz/WV+1ojJA61IanSi1lKdP7ZfvSRNX/+T72D+9s38mDzRr7sN7+Ff/PPf/2xH4IJE+5xTJni3URW8iCsVvu0zUCKNuV+uRJmtXL9ZMZemzhZ15wm4Tcw49d0QxHAfyB3PCqDZ3QbK20qtFIIGBaqzKmmmFfrqPcrCZTlF2EslRoz0aQEc8yi7VwS4sQdYDQO346l2n698pConq8JJVBbf1HAynNetuzVSodRjeXZULIxO+/BF9sN22ZdCYZ2GTON1gTEGLJ4mVK2JcxtZOT2ntr4T6FoLy1DMpegIj8pCsqEkV56yZS+aquRtZQS7rZ0WjYFxdquRliSEbWcu6L2LC2OEoxay8BkL1v72XWUfiNAZkHtkpWe4H6x4gEyIpzSeRBXLmpNL4kDhY1sHXIiwrm79ZiJvLLB8mGTmcjYWwSTgMw00tFTU9FJptLIArPaW/tdVhPpNdncTODd//4m//ff+6O8OC84jDUvfMGMP/fP/hNe9MrJSGDCvY8pKN5FxBho2p71piZlYbVuSBkWbeJkWbPpKnKAWoAQaBQOCXQKH9CORQhcyMKKmrX0nLuOzwgYu10/bgtOI9/RS2+l3Kmena1lYBDTF1yi5hYDWTODRGq2lmVxzGQs66i1IqqNnbJAaX3CtSSi7uaLPv8R095ZlprdJQeW5VzFxPI9iQ1b2Uc5fxUbTTUHD2J2rD0qBhJrdHzfYxzU2/89lkoVzwKtxBkw9u0BDYNLMrLojoGAvX7cuapl/PLu9RYxFmgpq5YssHR3BQhayqRqxCWUXtk68gCzsRcbPPiVnqzTcbRk04GOwSQwnr+KijFRgzDTRJkFWT63SKDXzAUabkqPijkllS5x9kw2+xlHIgutnOCVXeaR2RZl1Wdf2nVuUfa09nK68v4PrPgvXvUPiUTOJfHC337IX/k7X87zX3L8JJ+cCROeO5iC4l1Ezgk0EIKScyBlYdkJQ4pohq5XVrnmZFOxUWM9zqlYkkgaWauwpmbpFmh71JzQ026Lf16OCyywTCthGVvJQYocI2NSjMGFACoWZM60Z02ioeacjmIGbkOCbeGPiPWwNFB7PlOIPragF88W63vVeKkURdxybuOEmV5s4e8keYZoX9/2L8txSocPBhezj76ian3X6C9651SQEhC34nor5VqGDGs1BqyVNvMY/DckI+PgPTexcm2FbSAsezSUDLFyX9fg12hAbJPjG5Yi/9CdMyvSGXPXKSXnYutmZeFCmooeijKJ7BdoTqAjcEbHHsIRC27JxovRhdPqTkMqbGQgEulI9r7UPHIrynUTKjUnnhmRcwYGl3HMMJ1mAFaSRts9ETGWkEKlkQHl1APocbZg3aGoZn7+px7l97/8B+19BuUVn3eFN/zAV/Lil06Z5ITnPqageBchQej7GiXQ9VY63Qy2WK66hi5ZptQl2ENYevDaJ3KLnn6n+9Qz0IlJHNJIULGwYUbeAZGi67NFtASSDvU+lfWRShbXu3VcS8W5GBWm1sAQ0lgi3DXCrth6eUYPOUGFioiIubVkEiqRpOXnzIvVFlJbUHvZyu4TyqYExPJmx8zWFt5CyKn8B7IIcyp6TQSxUJnHgLPVL+4OZm6wQcVLHaiCMGhA1ELiSnrmbCeSlB4nlNmU4mSZ7fEEI68kyggt9UCZUQ3UTjgyJ5utRENRz2bN6tz0p9sMs2T/ZkhesrM8ZpX2vqw7uacmqLka1uxrZWVqL1sPfo0b8QAr2+vhMbvkfChKJZGgyppEjdL6dTnF9K2boH7P6Pg744fo73MRhLnfn+eYZMdcmYKX9TM5Kz/9sw/zBa/4bnfqqfmMz7zI9/zL13B4PHsaT9uECc8MpqB4F3F20rLe1Gy6QEpW9AyqrPqGIQXIgZX7gy7VlqyEsiDQ0jLHpBg9cBbMwwWxzLBYr+UdIkbnq/aaZMFBrUQZgawyWrH19CSxwlyP0mnPSns6UZpgmUvw1yhOLI3adAlzl7EF26QZStBqzLiqneBbqc1jLEtvPy7MVnjtSCZElzsILIIPQTYRfCuut/Ny4VotA62AhYfpjVpw+RiVhh94tKPDzMCVgSyRqIMHLYEglCOUErL1GY0YFD0kJkzGEdV0gzXF3M0ZuJg2MbI12Kt9VuaaRKU2tLkP2U0DSlBXosaxx1pmaBoj2IlHIiRN3KLjQCo6TTQeHGuEqJEsZo0AsNGBhuj3gZ3rmfSgPgll3ExY/3EhkV7hJp1ZzGlkGUqOvg3t/jERFSoRmmzDoi+HmlPJLJxYVAPnbP1hgwQazazFbtYB5Vd+8Sa/+8r32D0rgVe/5kX8t//Tq2maaTma8OxjYp/eRay7liFXnJ03rLuKa2ctp0NFv4Fr64qggbNOWKtR43tRGoRTMhcQPkzHOYkz6bkvz0m+I+88V1AvYRZ+Jl52K/0oit4PG4+EWmaID/k1/0xjta5DJgV1yr6Oi7SiBDFdZI0NJQbTs8000Gg9iso37JZRlU4SG7cQ2Ehm4wN7KX1GMptdgsyYxuyOT9Lx7xakxPuJyX/OJQoeWaOOKRDifTubUWlXKvlsxk4y5zJwI6y5Jhuuy4YVFiCLEUJkW9ItYaEIQYonagSCCke0LNxyvBiCi28SdEyqlJl3CfewzK4jg4vxA4KKkEijmUH2/xqCz7G0puncp5RURBqJLgvZmgzMiTRE7zsqg5dOO9JIGLr9klu5OKqd34H//pLEwlnJg9hmq2yYGrVAPKgF7g1wpoluxwLvBgkRYd+zxTXF3K+8vngRPTMgJM38s7e+l1fsfxsXm9dz/+yb+PN/7J+yWpV5MRMmfHIxbc3uIq7d2Cdn6IbIug9IBI1mc0aGj26spHgYlLMMrUIlkffphoQJ7GdETiRxlQ1xh5mZMQJHEemXblJEWAu36elqD549mF5ShMqnX5xKj2QdXXGyeCYkRdFnvTIBliT2MO/U6Nle5Xq5Djtu54OFSz5h0x8yJ7LGSBzqchDr343YCYi7EC811pj1XaPRCTrCKTaH8kyt12VsVvWeKqMUId52+MwaIbmLdkVlsyQ9LKlapzRLka246TZeRtUioVAqhUYrWg0MaoE5BAtCLXGUYlRqzN/kOV9D4LSQfDTTS/JLYJ/sjGZbosR8UYcxrCqJxAAstDaGsAqH1LQa6chswuCBT1hIJKsxjlcMxo7FJpCUrm3QMqJKvGMc6IDEQBMiq1HV6D1eBgRhTWaPyJxIx8AlWj6qmfs8aN5wO/cInGMbvqjCmWzfTXlPpq/dNZ/w/XmGH/vBf8+/+/73U4ltxP6vf+k384f/m8+jqqc9/IRnHlNQvIu4dd4wKCyzLTJ9ShynmhMSF4KSstDWymqAiwQWQXl/tlmDV2XNXGtb3FVRydQS2GBknKqUy7wEWsqGJUgy/tuE+rbQbsknFjRspuCZdGSxxfpEB+JO/6zo88wRlFFvB0bEaAj0qlRO2bf5iFCLlVrXZDY60InJL7YyCM+6HiMQIvY6PaVrOnBK4D5tWJLIClFMyzewZckCPvrKMt1d8o051ti7USklVGUGIJleq9EntGSkjL9vmYwZIdg1icCBtiy08n6eBcUTegtyUnqHtuHoXY6y8A3KnMhNOval4UQtgwtis0VKsChGAIUMU8q/QW2iZAbmVBxobSOvJIykIMis6Iw5KnYn1Jghu2AyGXYISoW1nMm0niVusIxdBTeGt3Kumacrc4x4FcUUlLZpqjgF5hTzerOW6zQRxEZnDehIkCpEMBt+vb3mUQOVu+7MMFOIUq7+h9/4y/z4N/57QLkx6/kj3/jZfP2f/mzqelq+Jtx9TFuvu4jTHLmRK84QTrFZew8n86i8loRKYC4uxBdoKmUf0w5e0JaEcs5ARaAR8+0si+Sgu0OhLBgUQkPeiYplGvzgisNixRYIXuwTGgljMLUSYZlgoWMACGCGAlQ0RFpnTkYPcoXoYrKHgY0X7DpJnEtiUNMj9l4YjOrEmfKidwZH/1YQKwXOCZ6xKIMoSxKNG7OVrFgpAvNtHtL6f8XYADEZRXYjhE4s79m+g938pbyznfFVArWYBEIAVcuADtmO3ZprxP5nm5gzBg5oOaah8X1nRWRBRVClwVieFnCtxLiid9LUtr9ZAn3pgUZgXytaiRy5rtH6ilZqbdXUlw3RS+hGxNHxOuyydW1KiVA8Ve0DGUg+DcXem/njCsX5KHvgG0R9w2afx6MMCGb0oJjc5YTOQ7n657YNimU6Sdms9dhMz8qvwQa7f6LY4OcBuwdWm8Qb/sL/ysv2vp2XNN/CV7z0Tfz97/iFJ/F0Tpjw5DAFxbuIlRpzsviPmr1X4HoWmqCEAKvePTbVROgHEtjzxb2UPY1qo66jy2NWVFxQiitm6QM2OwEAcOak2ajV3lsrHqWWtVmpzaj4W7LKoEry/lCRNYTSq1PTs5VyZfFDjSKsJLOWxFoGVpKogpicwDPMcdBuYXnexrJxSPElzSwxAwMEzsVk8DN/18n7qyJCMTrfHfArCDMaspYgvx25XGzZzDZOGRi8A7rtZSZf8MvPGInGAs2eVp6pVTTULKg4yiZI6XVg5qO8DojeW7WgMiNypDVzrbjp+We5RzaYDV7Ehj1v5zOWe8jLvmL3UkNk36k+MzWjgVYDM40EsR5mhelPZxLHDUPNrn+Q3UsbEoPfM7fYmIMSW/s6VajVCueNE4ysLy2o2hzKhxnYQ7hI9P64BdWNZ3zlvWX3hBUtrkjbG8F6sXH8DEsWOxPTTvZ+zCSwIlFs41uNXH9f5o1/7n/ly8Jb+ILwnfyOK2/mf/wrP/VYj+eECU8KU1C8i+hQzj2InfuiM8N6OLUI/QCzYESNBEgO1MEWu4sevvapzU1EhpFlWozbKrbG4JTFXQs1ZIsM4D2yJR217+Atg4I5te3VxY5elG41wTO2NMo1tsbXcWRYGuuyCNHFF3crm20Y6JxxWY/vwH6mUctsdtKVj4FluSbrWPr7bjDBf3GlUXbVebaA1uNCa/3LUvLV8RoG32S4TtAX2I2TbTJbckpGUb82lZeP22znHjRTETmk4oiKizTMsvXONiSi607Vy9NzLMvc84z7srZe2t3auBUmKeAl6VIRyAzO2F17mXNOBSpeKbDPocEmoGS18nLv9KsyOLnkZkG3j3vGNKQZ20RZZ9W8WsHYx03ZZqgZBwjmS6tikpWrfuVAuG7ULhrP8FuJrCWTpVQMtkxWq04UR6ZMViX4/yD4xkWdfY3bFdorzSWOn3npWQMsGdij5sa1JW/6xp/lFdHMzb/hi97Kr/67jz72zTZhwmNgKsrfRVwjsedltQrlDLjJwIKKpDAPlg4FyewFCGKDhc9SZOML+DVZI2KhZsAWmcYJOI2GMWs0sbnt/pd3nEcJB4lEmTDRqCsBRXiUFWvpxx3RUMp04kQaSqZZlinXtpVsTYpRuf1eRWDt4vykxVVFSZrpSnYotohV4DMyHDvBUfxcKuAWa7ZS8y2zNvoPJi8NZt3q6UrPVRCy6BhA086RtjYIFhQajZ41Kb3YUt37Va49x2zVhP8bVe6n9QBmi3RDYI+GAS9DiqJqlYCM9YPXZHp6auAWmdV4fNvALOn9WkcSyWdQmq1axkaLzRCvFBhhqvZPpceM4FdOhjF7eDu/2/OxLdwi3Uqakmk0Moi9XkvjrFf7XCv/7EsJt/JMUiW7ubqV/PddOtKJ2gaQRIVyw1Wp5s2bOJLG7ht1WYputaAtYrM3xQwCysYHcIekbZ+60uI7a+Z3M2x02T4tj7IkSEBU+dC/PeH/8wU/zgtDzfFCeeAVc77+7V/N/LhhwoTHwhQU7yKs9GkEjUOBh0RYamClylxtoUbMTQQRJCq1r0AtgZsMrH0xDJ7ZlYUI1ZLfjTvtoiysKP2aLSyTs+kLs2yLek1gQ2IuNb1aaU/EypEJBS0emeZg06iNVSp9ruiBI5EZnGlY3m9hfxbN42Z8D+JEDbMXKMQVm2Z/+/UrGUAllk1Hl4b0mlARRJXVWOwtbjCedYuO2satW8zW2qxcjwysRQma/H0KyX1mkvexivS+dF4bl1wsnGg0Hxdj+yxOvOAcPPxGJ4koPvxZgrv8KBsG5lSsGFihzBEa15AqmaylQKx0zvss91YtAXwTUPxO7ZrZDMhaB9KYm1uoKTMadzGobXh6EnvuMdsj7tmaPCs0xrH4vdf4+zVDCVdFSiZozQkDlUbW9Kz9fkiok2kiQTIrtbmRA1D5OC+7vuXdlnaA0LprUMJaAOL30IASxUrzlTV4CaIucbHjrBg41JabrDhwK7oL1FQK50vlQ79wzn9z4Ye4inBVBp73pUf8qW/9Qj7ztzz4pJ7xCZ/6mILiXYTZpwUbrqtmlxU9cAxaIcFKWXUFMSR72JPJJYLakr1PY5mGWL7SIu6eYmWpWo36X3w7S7a3ZZpudXYVwixX7FPRUo0T3BdUJEmcS2/WZpSepWUlC6ITQioatV7PQPbxS7bIZvFAKttAaiU5z0R0O14pAptdsdqYG3wsZhLZqBJJvhCn0dlnEKhUGGTb91TRMdPdzWiNw6rsKvQylg0DrCS7/Vny0mkpSRcqSCkT22zCEiD2qGj95y8inAGHVJyoGXkXq7gggZmauN4YshYoDmk51d5lJupEoZ4VsE/tvqPO4vXvR7HjDKr2Gv6Okm+cen+XNYFOFRFl4+zfQCmgbq98EOuTLrTy91UYxmYQX/n7jgRqDWOGWnqJIibx0Axn0nNBazYoh1Rs2IyOPnMX8lxj42QZQEuPV8ZebSmNFvpTZFsOH9QlKpLHTZidRBiDZRDbwjRq7Yc1Nk2kqE5rYOGNygpooxCSkdd++l89zI9/3g/SSeJQa37357+QN/yT38fRxfnHedonfKpiCop3EdbDK9mCshSlysphEC6qLSiI8U3mTc+QI0HgSAM3NpEDIOvAGaX4pV4erOh8OnyxGRM1T8ybAhq2kxKCbjOIudbMx31/CbA2t1Ewo+8127kJ1r+zyRczKmYaPJTYbL7VjsS+yAWSBwjF9HeDgs3pyAz+5y5GefxtQdK+VOQkNZCd8Tm4rdtYNg469kzN9Jsxgy6sRlvk49i32r67bbDL2OJ+oomZZ7eKyQbc0A7AjQoie9pyQE1HpifQ+vHMZScy10iP2bhFEU7UisS1j+9aqJCI3KcVG7HPeLtoB5NYEFCtUMR1hVs5SCFViZQNh1200jdsvGwfRFg5sWmb0W2vwnYklTFKVzpwgdZt/zJBBLQc1TZECyrPspU9jXQoSEYlsKeWtyrDaPxervFNNgzcbsxQAnAh09ifJjhptMaKv3ZuvV8b8Y3OShItgTO3GMQ7itZHtetepCzWA1eOqGmAEDKzmFn2key3Re/3QEV0vYjwyz9zna+/9HdpCVy62PKKL7rCn/3hL6WZTUvlpwsmos1dhNHoxZiSKuwh7IuwVLil2WYBBqVtBqqYaeuBWGXaKjFDPcsRBs3jQmCk+YT4Lrj1h31GRUeyEqtu5x1CCYqZViMLlwqU8mlAWGjFnjaWBe4kbNFff6E1qLiI3ezebFagZX6W9ZTelC2ByfOJLNBJHvuOFYEgJkexRfBxGDYwSkusTxZZixmghbGUKaOObvealzJnvO2cLJjskm+sF8a4cpcguBFlLQkV+wSHnXPsd3pzPZmaUuqEAWGGLfbFucbGem0daFoNHKhtPhZq7yFqNTKEy0aqbDBsXFZhIts1bwlOgLGAWHq7EdhjO5Nxa1ewy2Xana3ig6Lx8rhnwY+yJvoEE9Uw3sfirx/8Poxa7rFMMS0XlHNJ7FGzFqWWyD6VZ5yRVrY61S1reGuRJ+CuSiVcyhiOaxV6zaC47ES8elLd1u+uJdBJZulbmdp1vfcxp0E4qpR5k4mVEsSIPTY9ZWDjFYmo5oKEFrmTsLw+8DM//jBftfjb/K74Fn5P/G6+88//NDnfvtGb8KmFKSjeRQw+g++msw/bYC4gWYyCHyO0IVPXmdks01QDs6ajHyyLG8isx0Ke0BJtK0scM5iA0IiwdgKPZTHWswpOWpgBOIW+8gVG1dmFvrCWHk4hQZQbIakt0I1GWox2XxMoExZsNmBhB259dFKRXThGB0/ZliRLcmjv6HbEnfOoCSTN43VQD8Zm1n17UC0jssTLfeUnqvIaWo7/GOHYT6a42fRsTbQLKrb9Ozu3bQlygTCXwgK11zeTgkyUiiC2ISjSkQGcZKPGFt15jQzjVBGkWNVZ6XtPG6pc+biprdl4jfhGx6zsao3jdd8Kbe74fMmUOZsrGcgCM4FzNesE+4zdDEGNgVwcjqJfR9HAoCbnueVjxMw2L3GqA4Nmv66lHCoUG7zk3e+ogVJIrbDqRA3MfBtYqh5HRO9LJyovQ5fNRLHEK5+RjTgT32KIHw8qUVabgASjhlWy1V32ktn4NsgsEhLlSnSos37Frx289dv+D768/m6+PH43v+/we/mWP/evyPnxN3oT7j08bk1ARH4CuHmXXsfa4qpfd5eO95xE0WIF77vcTMoQEse5YuMlH8XGGQ2D0DQ958uWea1UA9QpMkNIuvKyEb5E2AVckhhEmWlgLma/dkJmJWX2oGUBqHJZ57S+UAdMamE7cJM4iPY0Yv2xpQe0CqGVyCxHDrDxtq1nQ1cx2r+QSGIuJVuTAAuWpbdnZTgzjO6wSR5pDHG7cy0MRQcpCvve+1yTzS5NTO5RRhjdZhWHL/Za5CrGvwwKiGXGiZ6sNkXijl/9GKgX74o8onZtZiGutGPRUmjUgmiv7gKDjWjKUmaW2HVR//4VGk4ZECInakecgUveS+hi/ByiBmZs5RQNwsz1iTYFxT7Lc8xNJhOpLJSNwa1wZLPfj2iZaWnl2s4Lmy0NmcELznEsb8JWU1iPxuXWL22p2HPJzoreAzRmfI5VBJJfxyjKWiDqNuvelk6FBbWzmcU3YJE22718QeCG2j2dyFQit/XSEVi7TKan0HMCC8R64gjrQTied8SgVFE5G6wqkj1jPqNn5vm3eC/2RBk3D0mtd31O76XkjKpyftbz49/5H3nrd77bHJzuV/78f/+F/JE/9rmE8PHutgnPVTxRoVzuZhATkX9+t471XISqPY5GeICzbLZYrSp1yLRasWgSdeypay/QaaRplCFlTpM9oDdkzUxqTllZRuGLcvBe5D6RUwYuauQGiT5Y36QlclM7OskcUlFr4ECrceDwtqTolHe2ekf7ui3eB2ol2qhmBj7DGLUttoBvHVdsF10KtkV6oRTBufEgbfEt+ZvuvKL37my9Q8kcUjuhaGAPE8APFK3dllCzC/FSl30GtpCZaTUgjCSXTLEVu0MD8hib/KK+7Am0rv0LHmqUkuWKs2iNYVu8O21hDWw0cVnnKBa0yjBjk9kIc60YGHzepIzSBwVErcRdyuGl6ztmUOO/bHRTTWZZvlsCoP+7OMmU3uTgG5UsgeJveqIb85rFfE4bGloCc90GSOsul2pDcO1hplILHC0tqomazCnmo3vmvN61bxgaIqrFFcnuieKs1DpDOlJmqtgncU2Ts5aFRoWN2rMwjHUHD5C6vTbqn0SRdDSx5NaJxSxx2u2NOtpBjU0bPRutaTgncVkivRaPVst8G92G9IAwo2JFIop1b29+dMWfee3b+TN/8u0AHB5G/tAf/Qy+6Y2/1+ZRTrgn8ETl03fd5de628d7TkFEPHsq08ytZDTkyDKbxq3vYd4aW66tE3U9UMWBrg/c35ZsRGzcEIFQelCeORxrwy0Sz5MWFSPMtNgw2TN66zFpZVR4NUeSPaqRyVcyz+KMUmkhJQTPKre9lT1qKt9NN740bkr2g+nWokDHwJn0lCG5paDaj9FGb7vJ0hhIZcwXG+9vdZJZk0Z5wsguZCt0L0e1iRi4pi6M5cs22yT7Grdmc3u2WoMHnJ2TuSMg7jJ3i8DemKe4cbp6mW4rgSlmBsVftpRQBeWM3oOrZbt7yPh71jOO/tn4RA+2WWLjQWmhkVarUTpRE8aF35Wn9IgTWqwKUXJyI6CUMo2/ZdkOQq40oG4fWBGdLV2Cu90xUcNocSeUrFjGfu0tNnQkbmnHmSTOJbMnkVvaE1GWHlDwaxMp47fMhad2V545Fa2/eqt2bxxJZF3Z5vLI39cm61gZ2Ba6rVfZkTjHZ376z9Qos3bDheMV+wdLFntrFo1lyBX4lJHgBheVT2Dxgcmi9JJ9fJf65Jc0XvstUzl4S8GzDL/WJyeJN33nL3C0eAOH89fz0hd9Cz/zM+9nwnMbjxsUVfUvPdWDisiX3c3j3QvoNoM/GEaYuEniBomDEDgQW+Rjlem6SFVBXSfqKhODsJgPfKTTkVla+jABY8T1ZLKaQ86+wg3tGdR6Q61a2WqhlWeVwb1x7EGH7SJYMhzBxNOhBEfEXWuC25mZTdgekWILF4EDanqyW24lVgxsnFRTSCuIiftL+ITt4GIBdzax7+2Wh03TGHwHXjNQHHPsdxLbPlLZ95cgVqHjQgimcQwqY3YnFPLIE/R+ynu4LbhZT7S8k+DncMI2a+tR1n7s4JuCmV/tORUdZV5m4FEngsypqbQiUwwCjPhhC2ohmdjvZIS59/V6MudexCza0Lrcf861HSgBbUtdUSml1DJBJPqfyjGNb6z6kWgFTmzB7i3FpRijsUMmauBMbPJJFiPiVFivNAEXmVnJ2+NWi9D6Jq9k1dnlPFHFZoFim7ojIlcEVDILhAthoI12fUxXixvV+73kz525Ndl1bbE+dIjK8eGSPgcWs4GTk32i2ISVtaeX2T+3hGmERcSlPowSK2W74RlHe/mmwVjQ6sSlx88Ir36049Vf+oMczl/P4fz1/K7f/hb+2Y//yuPfkxOeFTwtnrGIfPZjfPki8DrgXz6dY99r6Hqz46oERBMdiUMarmnHRanZ08iqh6O55ZNNPZCzEitIqWWfzDmB65rZE3NBSb4vr7IxT2tfXPew3OhXOGUQ8zfd6EAlPoxY447+S73kZeGw82wgesen9HaCL+SVl6FmFL6nuMjcxgEV6ktHYiPZPU4Zg8outqEreHa5+xMln4GiKDt38lCxNivkjju5fncSdoLacNzKg6GIeGoUyJJAzTbvydAhirmAZchl7qH5kvZsre3AAtrSM+RSsbTsNpNFWdFzSefYDEj7mWMqHmZjAUq2gd/eTzB/1Rw4GIUmZS6imW+3RF+szTc1IFaepMhXyigmbrt+g2xL10IysoxnscEz8sEHEZdFIfoux/rcNsGiUrNvA7ggNSus9xoIdJpoJXCmPWfSW4/Pe8EdyorEJa0xg4cybhlmuPZWzT1IUOog/IZF5j1r4VyEK1G5PiQuaMOtnOhCKaBmKHaEO3SwjHKAEGXgfDln0dq2YTHrqPqKYV3ZBg/TdR6qbfgCMpqgBx+NVjYXxSq+UkXV5CIbSRTjuSxQo3doch8fP/eua3zda34UFOZZuHw041/83B/ngRccPYk7dcIzhacUFEXkDwBvBd7DY3/8L3k6J3UvIgQZ7aVXom6rFniQirVCG2EWMyF05r4Sew4PNqxWLefnDZcXM24uhX2t6RCSdm4CXcpO1otqEG5K4lCVi9pyQseCmo1kogonDMw921z4x1syitKZihRjZVtMWw0kNU3lQiuOqWkILAhkInskzjAR9EwDj7gbS9795Hf/7ovCANRalig7ky0B5PZg0FAxU6PbG/HBJ9drNo9Ouf2lLMsM7I7EAhP4l3Bru3sZCf9l7NYubivJsi2dbL9uWYNqYCU9+1pGZNkJDf5za7HMbWPUlvEcEsoZ2YcABx71fpsdWcb/rwkuPbBJGCVDKbMr9wksySxIRCIJ3ETAru05/WjoHTCLvezGBuVD2WXB2hzHavwsZk5KKVWKEgiC4hm84RaZS1qzJHGDtd3vKAdSDOMzyS3ZSs8yqJHDLmnrhfgwlr6Dl0pbLXQj+/6hZIaUeV6bYV3xK8PAA5VwfYjsKzyqFs4bCVQSEbWJGkGVmsokF5JZRHjJix5huZwj2XrYTZ1ZyMBCjQy2J804q7PwAs6xYcsyVj1Mg1o7q7v1LeMM0wyXcm3l494+IahxEvL1zB9+4d9jTyueT8uXffmCr/r+V7N44OATO96Ep4Wnmil+vqo+bulVRP7mUzzuPYvNavDSn00SWPjXr5Fs2kCOPNgmqqjUVc9s1hOrzKaLxEoRyVRa2UghhbUMPm7JApzXibgqG4LCTd/lZlHWXlq9qDOO2YoWLBiGMSBaIPG+p1h/TBSyKm0OHHlANF2ilcNMRmA0nJ7MRowVmnebc3cGxJ2/ms7P1W2ynYWo5QdU3UoaDmiJCMe0rBi8JOWDg9XKsuXAOwkqC21YMrAvDXsaXPNnvqjZS2u+8hCE20Zt7bJZSz8x+PvOwJ5PPqlF6NQyvgErobZYz3U1hvxtfzHAGHLMJHtbvB2k+MhuNwkWQoTae7ozrwosdQAxslAFdP4ZmoVacEebxEaUQUpJMYzvu/QvSy/TmMDWA99oYp/G5jCSOaZl4+cYMWLLAYHLCLVAWykfzcK1lNmnZqGRG9Kz9nv8Ig0bMtdl7ZsCLR8x5paUOPC+YfTszkgu6u/L3nMlmVnIXNVMGITDNvO8vqJJkQ/Kylxu/IOLWIk2uw9uj5J1YJ+afQ2IZH79fffz4P03aedrLkd4+JEj3wQMqFjgLuYHGWPX1iUz9neSpchSvD3hUpua6J7BwTZunyifRssm0crqN+h4Pg2HUbn2c4/y9i//GyA9V166pPvsL+GL/uzn0165/Am+yIRPBE81KP5vH+f7r3uKx71n0ffJ/S0Hb/BXZKz5/xCNLcQhUFeB+aInhJ75fMOsbcmp44M3Zu5tmXwSg9FcEsp9umBNT41yoLWxFnFbMDXq+2VtWLsv5Qqb8p78Md9OOXdtFlZC7cR6cYtsc/4qlGOJzBT2MHeTRouGzokcBFYy3B6VCu6oTxaWpGCSiN0+Y8nKbPZfYQDa11cMoxj9nMF7OcXey4KraS0z4puQI42mCRQbk9Vgzi7JtwODB50G8eLl42PrmWqBJqo6UcY0baeUoFauTTI3HxIB2wj0AhtNVOJdON/XJNkR0GtEgpV38YB4qA0VxkgdgAU1SwbOsX7zRpSoVkq1vmvmBokkNnvTgl+ySSwCSDGFuJ2gUwhQZ9JZpYDAuQy+LbH+YRmYvCdCrHtSUF5QJ+7LkfdtlEETMw1coeWaz/dYkTjUlg+H1XiNawL7ajrL6J95yUYFRiLPrrb0ug4cVAMvmQur85qrWF/xoK9Ye/a9ZcBaMXbwnq3JaIQ2ZhChaXtyqpnPT4lhzdHeHo+c2mZhoTXn9ERM1lGMGczAPBMxlx1Vk7NYX7yn8c790u+w2k0KPga7ZYjHgY3hqrihG56vC9dGDuzv9fSDMN/LdCc9v/r9v8R7f+h/R9ctHzw9hN/5Ar7h27+IBx46fIK7ecInimfKu+glwM8/Q8d+TmKz6scFuFVhjtHWD7XmGpnLVHTJJvahA3WbuHZjTqwTi8WG+xcDH103LLGp9lamqVlrR6eJBTW36NkjkMRsvQb3r2wINgZKM9elY59oi5sI/WjmrGPQGbBFXp0d05MIAWZagyotZmJdiTJg7jxrEoEwlsw8cX1CDJ7JNl5a2rVdS16fTJjfq/XGbJK7lXeNN1n77+0uN8XKThTE31+LTRHpyR50ZDzP4jjTYe4od2odR+zUUs1NU1DfoKCJW1h51wYYC2tKALTzGzBT8SzZAp4zklXNwLpS+zxMoO+kHrXzRYsWMHFEywJhKOVeL9kaOzezlERWC/A9SifJj1mM0O3zpjQ6KSbyhrIBUSzTsckgiRmVmdFnC4gLKo6AJmYuzAeurWGQgTDreSEtoau5mY1gNPOytwhWTWBr77Z127HjNrq1pWs0jpWDBpMA7YXIJlecD5lfOVP2qoGPrO3zvF8i79dEpTCTmlojvVgPPwlkN59YELmelQMdqCNU9Zrrjx5TNz2rLo52hIL1Bo1sY3NlAJaStz7Dfva1msnAfKSwbbP8gUyNsNrtJ+7etI/XZ/SfSQpXtOWIyL4EmlroB2E/Kt2m5sYHL5O6wMmqZSOBD95SHvmHH+Qn/9Hf45G4YnZf5Df/tgd4y9/9amazaQLI08FTdbR5u4h8jYh8tojctk3xf//lp39q9xYu37/n9lA2peHMd7Er1HoQwXbrdbNhuZ6x6YTLl1Y0VeZ8XdFX5hQaPavIZAany7feXyoL+33acJOe66zNi9OHunYCRzQ0WpOwie6F+FF25SvPPnufRB8KdV0jx1qzCcpCYBFLjLCwUs6hlp0g9XGYK4WW01Omx+OLs/1iWSpt5JQFR1tcIi0VB7QW/MsLyW1/+IsYMzN4f2jXxaf8Z0HMJklsPAu77SR34d8q4bsMCh7Yagk3fh2XDGzcnDyLmkk21hnbeJ5uGYd1ctdS2JgmQi+fQXm1mUZm1MZEFeHQz7n2ykNhQyqJdUic+1DnPpQgi79Ty2p2H+6wc02Ebe+uJzGUuYfuTqMio6VaI0pb96QkPHDQU0XhgsCVRc8LIlwS0xfOicxx/1aKZyk0akzaI605cs5m0SaW87CyqRC9b5dUOSTwEJEHtKHpA5cQznPiYQYiykoSgyZ6H0RmGbt1j20cV2K/ViRnQjWARO573jWWqxlD3/jMRjOksCkzGcvRt/3U0hUtciDJMNfIzIlFpf+4a6M3SpDu6C6IPsa95miwVsWe1CTg/ipSC6w3kaEXhr5if9azmHdorqCLLHPNqXeUezIffnTFP/2nv8oDR9/C4ez1HM1fz/f97Z+n74fHftEJj4snzBRF5HOAn328b+/83MfSCj/N8JM/+l4XKAdUoHfSyDFW2tmvMiEMnK8bXvrQNZpG6TaRZrbiYF9Yr+dcapWPbiKDdBxoAyiNWqC4SMOJWTFzTXqONKLUqAhnOjAbSzuMD3nCFt5a4za7A84Y3HkF5r4IDmQuBns4F7UVHGsRGCo6/93OFXhWiPO844mYdmL9ysKyLCL88vMmdC/Db20c1ZyKqGHMpMr4KUvxSvnPlqLoZbMyU9FCT5GZ22ex1kgUpRS3GnAG7jZz+pj3IFbSWqFcIFoGJ4lebarGUpOTmKz/NMjgbGGTr/RkRIzM1Grlm5HkQRWihHExt/djU+vnVFykYp/IoWzfb09gHyP7LBlYSmZPfeqJT6QvpfbSFyvqx60MYyt4N/2lOc0ENWuz7IQeK/3bPdF6OaDrI8f7a9qm4/l7PbfOFzy6UoYwsKDlFB3vDFAjvGCyiKiBPa2pCAzKSOapgVYjhS9bsvkM3NDESgZWGS5WmV/sezqU/VCzzInLzLjEjBO60cWmWPUlyRyEmlkWPtQpSsvLZAkycOvmnCr0tLMV1WnNkQrnLjOqCCxJzL3dEMdwaFe0bCZK73emwpJgkRKzrQtiW428vbPsMy63fAmMdzwvRWsb1YYx3xrgsIKqUkQiKWcWM+UjNy2gP3xS0zp7fKA4RumWSGbtc/70a9/Gn37t2wgCly7O+EN/9FX8d69/9WQk8HHw8TLF9wL/QlXjY/wXdv677evAj3wSzv05hZf9pos0GjnQyMydQPYQTn3n2KtQzwYefOAms8UJR5dusjhcMt9bM5sPrFOmDvaANWrTC6LaJIwHxnKNckDDDe1Hw+2VDux7LnTgC+otJ04ElHOSj3yyOXeDJDaSWJOJao/4BQ08T1uGHKjcXisEaCuhisXdxRaDXgqv8A48wTao9xJU0RqWnx2Atdq5FeZf7zMdixav2FlXO6+Y1LIJ9ax67vITVUXVJl4UlaJtEHZ3/zL23p4MBpSBnoHMqQx8RFbUwAkdp9JzRseKzMYVmFstpU2DNylH6TVujb8LwWjwIBYU1mqs2z1s1FEriX1gH9Nwzpx1GlV5hHPO2bDRxKBbE/NtPs547YIWtxwdS/y2vAfSmK1CYfL2XlrfkDlXmFWJ5Toyb3rqoISm4ygGWgXVzNyzwzPpEbEMqiKypzVX8pyLueYgV/ZsuJmEZbz2qoplhoHAAuU4CPMKntdm1qHjIcy84AzlIjUDypphdHvqMAKUdwPo1aZpBIHLTU/d9GzOZ4hWnC5nnCxbChM3+2iqlWS3yzMCUxLIgXF+aHBz/bmX99W3hkKZbbplEd+2v9LtItvsfK2g+NJWGrhORyeKVAOaMifrin4IrNctj15fsF62DEmpA6z9dc4l7TCqy31+O1Th0WtrvuNb38WF9ps4bl7PZz74P/LWv/V/PMmn4NMLTxgUVfUW8A1P4bifdkSb9//SDS5QocABkT1kx6Mysdd27M87umGgroRhqOj7SMoVe4s1Fw6WXNuYE8uMyGUaliRWJJ+iYHvxDQOXadloZqkDUaKTT4Qz6VlLovaSW8RE+GtfrM/oOSPZRAjUxlGJLUZHElhE4YFaQGC/7alCIoiVdEtZrNPtAjDiCQJiQLalIy2lzC2EMk4osE/DQqodf87S9YFRVammn2vcaWXuAS66WqyIB5zfSvTwaGbPZRFjlEU8JvylKrZknQMa9qiYa8Wt0NskEA/c515G1Z2LYf3UTBd8ALPYtY5uQpr86th1sV6niJ3rQbBAuajNIlDGxRouev5yhE2wH7C5kLtXdVucxA0NArsSGDxvV++/FlPtBQF8/JIZNgj7pjfgeH9F1wspKOusqAxotOM0mK51LtEzl8hcK/Zzw1wrjmi4RMseNp+z8R7p4O/lgpciNz5X8izDkAJXdWCvqrjpmsD7NLIJyk16DrVh8OcDfDPgBYVBMjfDQINSxczJ6T6xVjbriqZS1oMZzndin8RKjSTVCUQqkg/eFoXBg2Iks2CbAReHWettC2XgVZHI7CL6NWqILErQVOuNz3Kwocpq1aCFRhZZCLWy33QMQ0VTGwt2lTKnWZGQuMXAOaYV7rGNzdYt6vaFXW87F/vXtatr/sKffBsvqr+Zl9bfwlf9pu/l5//dw4//THwa4eP2FFX11z7Rgz6V37nX8crf9gDHBBLWuzmmZo+KY4F5FVj2kape88D9JywunnJwfM59D12lrgZunsxp68TF+Zo5wmUa9gi8jD0uUHtpJPgQ44q1ZDovx3X0LOno/Kcqz46M+DHQiY3IOZWBJHAiHUsZRml4rRYwHiWhSVimQFv1ljXGzKxOzPyBW2L2c+L9qjsnXTwW8hgsDHdK6Mt57JYfLQiW4ile0DKUxT+TUTEae0MkadrpmVk5MfjrFVJOy64L7Mev8JcwMgCdem/G5zz20ptxuSQ6t/jqvDdXXHcsaBozFBVbPL3UG8R6vSVQK8ILdME+FVmEtlZCzNRB2cOcXQLKUgIiyp6Wkqi9o0p3pDi2r7Feq28DjE3q71w8o9qxLRu8kpDUSU5ix94orDdWGkxpbrq/ow1X9gfu31MqyRzgo8v89eZEDrThgs+gbHxbsnCpSY1tasxe3nrfGXPTOXK5yn6TmGnkAyfCvsA8Bq7KwKO6YV+s5NuodSiNyJPH944I57mnU7i+mpEznJ83vgcRTteBDmFQZZ+WOabH7P0zy6gzyW0rWmNWFx3b7Ls8Y6UCoZKouHOGZ7lnjXEcfEO3p5GZBupsphPHtKiYr/FhAAk2APlks2AYbFTc2armeGatjfO+RiR7+dxeoAz1hm32GbljgZct+anoUSMBVXjPr57yn33xP+Azq+/gxdVf4xXH38bb/vF/+LjPyKcinkhr+Dki8s9F5Icey7Ztwu249oET9mk4ItBhi/qKRKfCrBq4fHBKUwk3zyuWXQCxRY96TawGrp/NOJ5DHQausgaU2jPNmf/XYnq1gUwW4UTM7eRMCiHAZ6SLkWKCmJmxkX4GTmXDddnQqy3cC7aDkZ6nNa0E6pDIgxJDpqq89hOyL2Y+iJdS4vz48DUK8IdWt8xR/DoFtYn2YKOKRPFSqC1iNQG1f9Co/e4CXywYvHxafDuLJm87BqkEwU7tjON4Zjt4DCJE6XcV4/SegUHLjMfAzbBhJT09ZZxymVJh5CcoEons/djy2kU76ddFhf1sQVI9lY1ZmdVKExP1+B4so9oHRGwxXSB+bbbv2LLC4r+ynUVZyt7FcEB8A4WAem/SztFGkS0xF5+DBq6ftrT1musnCz5y7YAQOlR6Lu51iGQOMK/e4kE7VwuAex78Fv45LryKIZSesfnzXqLiPiqSRi5XifWQ+aUlPCIda1X6wTKuA635ACuuy8ZN6LcazPLx9SgigaFsqlJgPhs4P93n+o05sQpUIdOKMZ5RM49QVdZic196SUQRek1sMFZx6/f8aIWHuPmAb4p2cnGwXqFNDynuthHxTLku18UD5LG2PBJWVkqNibMuUsvAkIXlasbN8zlnm4pb68hVEks1lq/qtmxcagRFUnTn81kkOdZvj6wZGLwi0IvNlqzVhpOfnw38iT/wYzzYvIEX1d/MH/gt38fN6ys+HfBE3qc/p6pfCbwWeNkUIJ8Y5zc2fJTeqe1G0jiSwDxY5nNjPWPdRxZzYX2yhwZlSIG9ow2LxYbn3XfG+UboRXg5LYfYIKBarH+xInM/re9eMxsy+2JaQxM8BzZiZJWlGY1RJsEPMnBTem5IP5YNS59LfAf8KNks5oLQZSthNnVHWyVCUJvRiAWkQa1MuTvE9/HgsQxw79FdGpavZDWRrEqtNbtOrbulKPFyVlZ7oHv3fj2idvF/5pZ0LH2vb5IAC2jDzvIQ+ZjYdzvuINyUBeaW9Ky8H9eTOJGBxo+dyG6ZZuXMtftmFnZiJ5lG3IZNQCSMixcw6g/nCBebRIiKBGHdA8G8S83WzTYniHCVDa2bOwSMUFV8RUuptCApZM10MNJ7smdngy/pwxjU7XMyWzjTfa56y6oSmfl8xeXLN5BamDeZbqiooslFFgT2c8U8mwrRpofEMUOceYBYEMYw3/h/N+h4VHpiyDzChj2pecl+z4tmxl5+mJ6beWAlxsI+l8RSbDPSiW0mMmWOo5U9zVghoBmW55YxVpUgSZhJ5ky3pUdgvFeWFIP7TIv1XVsqzNd2S14yXaVSzMGLPWHlm7/gmZh5pEafGWmM4mNt2FPTMid3a7+iLUtNnAzCxda2uet1TdfXxCzcWEWGDMdqGek+NUksoy0bP6H0hj/WInGXh9qJErzMXVPRYn+W4dcLrczTVZVOB37m3R/hc698F18Qv4vf1b6Z13zhD/DT73jfEz1J9yw+rk7R+4pvAd4iIkfAHxSRvwTcAH5IVf/BM3yO9wRCLVwW4aoTFC4RGDQzq8wJ5OL+hi4r1D1Hl084fskjnD98xPLWMRIzN88qFvPES3r4SLLFYy7YztIzhIRJLhR78M/EOhkmYrbHogjszeHElrm1P6yDC8zLwN3kj05AuETFcQxoytx3ccVeI6TBJpUXmkbrO95GhS6rzYzzAPC4KE9p+XuB2k46AZ0m5jRuPr3tD9kcyGEU6leeQa5koHXiw4ZEi014mGkwqQOFwrEl2JiLi479xMSWgXrbrvoOdqDisg6FfW1YuAX3Jg9IECqt2UjyKRpmll7QoWxcEH9OYu55YidlfqUtYyf0HGllI6YGuNAmoih1FLqUWYTArdHOJ7NSeD4zrkpHrdanU3fvKZm3SiGCZNeY2gQUvcP6reSXeG6J+DxQz3KS2uilo3linRo0mc3ce280bPrIQRhYVso81ySFgUBWk5yowgxxqVKg8fvougeS6BuyjswxFWeaWarS5oq+SbxvGVkHc2u6ECoeVuGEDRe1ZU5kEDNJKDKIEgiKl++SxALYdDWzdkXWimGw99ilhgWJaxQ9qrIOlnMW0pc5KkVQ63cOVD4uzXKJRJmAYv6n5nlr51MTxvMKPoqt9WvRqzG5932iTVIjEK2lJxK4bwYnHeynQD1T+l5Z9hV13XOyqfiwk7qWMlB0lEVNqXfcz2UPWibNIGrzIf0cB8xCMBHcQ8ocl6ysndmjZkNPhY2oUzLXho7zf9fzule/jfMwQA0vf8VFvu0f/j4efNHRYy4D9xI+IZ2iqt5S1bfsZJCXdjLIr3lmTvHewHv+3VU+qokeM7iuJTCrlPvmHYPYRLiXv+g69125Rb9uCfMNVZ3ZbCpizHRDjZAYQqatEleqgetahgdbGbVDfaHKLIvPpci4O7advT2yM+8vCjZpPMi2bJh8IRgElmK7zIpIpcogwnJd0/cQo00vaCtlg5FKbOhwZaOmHt/pb0SJEdbv22YHpdy1II6BpjzIhbCS2ApJZkQWVEbWwGyyrZdmm4+IlYyL7+QAiGyDVCknjueFlS1vExNtX9zP2cuLRPal4SIt18KGCuGKzhAC5557rTTR+SK5+yLlNcVT5lLYNCu3aKQhTBA+kDjL0A1mwL3pIeUwlgc39KxEeZAa8YkmS0yz2EuRmLgHp382NZFGAr0UycZ2aon99Nao3dbzLXsXjGR1vYtU1cCsGmiqxN7RCa+6/5xDqcgEaolciZmLEnnI7409jRxSm/QCmJOZS7KJLl6GHDxImnY0so8NGA5ETgdIWbkvt7Qa2eRIq4ELtJzRs3bDhCRlM1g+Ousl12KZ6hnCkISur9EcGHJNFeznV2SXC5kjzUJ907JTjbH71Wg1w3iFLTMshudZGLW426BkUz3i2MtVOjcSr1AWOSIauKgz5mK8gUNtCFQ8fB7Jg/Vh113kfN2wGgK3BuHDqafWwLkzmwfPdK3qfvv0mG0X2VC+74ms/b4op95NjWL3c08aJVs9xgxfUHEiPddlbSxqUW7Ihg2ZYVDe/YtXec2L/y6vkb/N1y3+Dt/8u/8Zm7PbnoZ7Bk9VvD8FyDvwvN94gSZYKbORyIMVHNUDvWReeLTmysUVR8enaFBUEqfvv48UAifnLb/+4Ys0Tc/+bEBCoq0zNJmHou3krAyUx4njM6enaCiatNsrkimYQXUJfkWKELx4mLx4BuJMVfc5DZlFo+QUqKKOM/jONoFalDk23XytxnAdX/AJUNxjEjvlRLZzHS07zCNpxziuabTsKk9xBk4YOKDlPp1ziTmdDp4ZCMWEGy9vAeOopZJZb51xjFhh0gFnKtx20vZH6RUJRVOnRFWus+KWdIQEh1r7uepIcAC2R/WMyxb7QOU9pTI3scb6Sp2YeHwhgW4QyAPdEOl7IWVxf59Ikyuu6uD9NeMEZ82UpbC8EzPcDv53oaXa3iey69O68+7d77NMuM8IKyyjv37WcN7VLOaJJgofOmmg7rkw71lrz4VFz1G0TPyYihnmaVr+3AuZNtjnW/nnX0q11oPPnHgZfIWiueJh7Xk49dxIiSWZj8qKnsxZSKhkUigyky0ypo01V55AHO+uwJACq05YDzJOPFlLohfrrXWyNbnoPWNcq8lmKsR9Up2A5NevVAc6sWd99ybK6nUYtRA183u1yFL2qYiauaA1c++33i+2CUo5MPSRTRfostCr8MGNBe6rdKzEnvHBzzmXLFHMPcnOQMeNZh7Pd7tBtd6iebZ2YmYhQdxYnzwaZwjCkp6K6J6xFQdaIx5ck5fWOxnYMLBYCf/hf77Gnzr4Qf6AfA9/svp+3vqGnyelT9Ao/VnCUw6Ku3icAPn3P50C5OmHzmhFeOW+0jHwoTSwyBVdNmLNrOn56KPHtPOOxZXrDEOgnq143ks/wkte9GH2a+vPLCqlytDlRM3AQbBSUCBw0Qti5l16+46wjC8qdm7JH5ilWFgterBKIo1xSO1nvID4MB11itxawV6zJmfIWVh3gXmVuaqJMqNxIebL+lj9RKMT3CFW3kFZlG2hUU6dNXrme31jZO4EL8qQZQseN9mwlyMhWxlryQBipd1eMucy0Ek2L1IxvdpAdhPwOO6qESjDi7KWbO5jz7XCXF82DKxlsL5RMJ5vFwbWmJDf5lgarVNgnGEoQJUjexp8YLDZs9kA6Noyf4xs0mJs1KqCJJVJOlJgqcI5eVyQZ1Rck44zBhqJpKAkKRIH/GzCuPCZJGPXfNwWxxIky7U28XcmYW4xxc3oLEPSyPm65f03ZnzwkQscxMhLr9ziwsE59x+tGVTJ2cgrFwQuIsz9Xq2dxBNiJop6qc71u/76V8lejTDS1SOSCFJzRuacxCNhZdmdl56XYoPREreXfCu/PmXMmsl6YNMHUlJisOtTsvrGr9JGBzMUl23g6MhecTGiUmGm2gbF/r7BSFQbyogpvDVg13PwgIj6rEu1z34uNagwEOgZeD4z9iUyD0InyrwZ6DJskgW7R9WemYfpWElypvNWFlKemPJ57vKs/c4fb2rRshmyMVkzIvvaMiMS1AJrKzU1kSPnNrTeb7zJhixwLp0FY1FECpmuGHvYOc0xZvDV1PGOv/xzfGn1Jn6/fA9fd/x3+LE3/QLr1XMzk7wrQXEXOwHyD3J7gPyuu/1azyW0F1oWQfnQJnNfNDLBoLBfDzRtx+zolFRv6KXn/gfOObj/FrduLTg9bfjwtUM2SUkxsd8OrIHjNnNxz2a9HfmndMN33pYnhrEcV7iFZR+29uxyw9Y0mRI41YJh5/1G6zH1NARuYkqnddeiBDZ9YNFmlhkuU3GNte1wc/TsybwgdwPfbjArj6SM/2c/ENQe0jXKITbX7piW3kkOnWwLfAFGOUFEOdBILwMXaFm47m1N5hy3CBMbXZTFAmw3UkmgyMUD20kZRf9X687buK2EagSOPRoEeLle4Epq6Rk4yjPWJNbejYnj9sSOYUzFSOndFQP0JlccaGN9plyx0MA1VoQQuFT74qZC9J34ilLSg7X4lE2XDIz9QgrD0UvmmOVgWZxL16mcG2qEKVWQDFW22YEzL9iXDKEsutc3kaP5OTkMyGzFpXnP+67t8eiypU7Couk5R7ivVi4K7Ac4FjgUy9yrkEziU1kVQLDzL5Kcq9KxR8UNeh6lp9fMRa05D0ofMqf0pJD5SFhyGjoGyaz8sw0eDBsCmm3zsaA2/aTYnMg6KnVtrkRrSslYWamJ34OEsdSeJKP+90Hsvuq8cmEkKtM4dmLVmw3JgvUYg7ZZpcg2OFkw8s8hK5eIHCLsEelQDiTS5JqLCGuBc4WVKjeycsrAdYYdaz8jFxWGcXmV3Y3drmIyYddIxs0g3o4x0tPG8+0ZkZaGjsHpRl6JEZN/md2gyUE2/swVU3QbZ1bmdNq2+YDIPhVnCpdo2Ejm2q013/gn/w2/df+7+Jz6O/iCC3+DH3zTcyeTvOtBcRe7AVJV/+Qz+VrPNt79U+9jVkEezGx4JUrVJI6anssHa3Jfcd99N/k3P/9yHn74EK0T3fmMvGm5eLgiqOmYNjnQRuV4buSYg3kmZRsSXIbfRoGQt+XNxJaEX/pDG+9EmZ9q8IdxK08w8o4Fy7XvgvdVmFVC2/as1zXDELl1XrHRwA2U5zPHJsMbyaXyvtNuxnin3yZsS6jAWLqzPiY+EaAUuSzgWzlw6ztpZAXhki5ICI3WPCqmzVyJlUhdwW5lHDIrL9aWflwpCwrQa6Z11mZ56EeykN7+Z3HyucGGRiMdCZHAUnozO8dKsYL1jMaGjZhwfj/XI4U/oyzU+m1zDSzUDAtarbmsLdd0w1lSBrXz7obKiCtYRrUic0xkTXImZM1c4rh9MPn4djhzOZEyN3OXVSdSSo3+p2epZww0agHVmJg2O7IR5UbXst603Fo13FhWXJoP7LcDgwZmdeLlFzquHKy5dLDm4kHH5XnP5Tjw4Hyg8o1KVSUW3g8vJJENmUYjv8aKDZk1ypzKnWoGbkmPik+8II4zDtdiQasSK09HhLmafGeuwSRHCk2V6QbLEue1LbwrlF5suok5JFkZUPycrD9td0wG98uV8TkqlZcs+WOkISI2Q9J8Xc3lpvLjtN7r73wLW3ScNYpkYZltA3XaBySYXeANDzzlWVJ/vUEGG/RNiccykmwyOxUbR/LNUAmWtVcTwPr8ha1uhXOraJxhczo3DNZjFVtTCkUvYNliYd2eksa1qgfOyJyypqHilm9RS5l65vf29bMNf/XP/CTPn38zp6fPvuzjKQdFEXnJnaVR/9qLn/ZZ3YO4fGGfiBJjT6WBIw3ECG2jnG0CJ7fmPPLIEV/wsg8TqPilf/0Z2Mw/c1k8Od0jqNquvRlYbWrWWdjkTAjbsbXJd6aKufIH3/HbV5wpKiUQOntSLXjNqcfHec3AIMpGimOOMkQ47yP9UFHVPetNpKpgXyzzjQSOaf0hr5h5p2wXJaaUHetjlVjt56ynOCPS4wxJtcWtFmPE1i7OtnmSLu7G/GQbq1Rio4hclqDqu1QrC5dRToPouFiol7bmBHq3Rysl58dyuSnT6QXhTAY2mtjTivvynAMiRzpjoQ2F1FDo9Xj2EiVYOU9MqF1hg2krwtbZRRIXpeIKFTrbkHJGcmRQ5VytrJg8IIL17I6pbfCwlkUxOzEoOFUlUPxP7UPxwpZasJ5lATUiTTnnCiPFmAuOraAbMhWKpgA58+LLpyz7wI1NTQ7C6bKlbQdunDd27Kpjf9Hx0IVzLhyuOdjrOF6suf/CxlmXmSCFwBHoMaKNZRSWa3dkbtJxI/ScSEcQcSLVgIpnIZ7xZEwy0GOTM/a04oA4Bp8DLwEsZokYM4fz3oNFcRpS+mDBUQW24W7bXsg72WJGWYkFzA2JTpJnVTr28JPeVhjx+9Hu36VntwfUrFBOvY/aBeMNHCBItjFiosqJj/A6I3MiGy/vCkm2/cLyzAV/4kolZpdrYGxi+3yhGKgXx1ohifgzKWRvOSwljdeiQmiorGAtNnj7zFszxTSjoWLhpenkG80KuIVylY4TyVxnQ+n21pghSbFdbAjs7xfx17OHpzQ6SkQ+G3gZJtN4r6r+PICq/pqL/o/L1z5doCJ8pFNeOau5uoGNKFeX8IL9yMl6j/3DqzxwvKZLFRfbE86Swvsf5OLla2gduHB0yoc/esjB3sCjj85oZx0XG9MjXV16kMCsyg5puEXPQm0GXuXlLgt9ZvIcMWZmEivrNRo9WAotNR1p7D1myWRVzrNwX8ys1w1BMzFCiEqQxL4Ylbxm10fTdr5nO1SHMTsc/70dE3Xb9fJMcE0eHUnMY1Io3pkVgmimytbNbNUe3D4OHKqxET/CwIpMQ8l+LDAOJI/MliEV1xnUwsNp4RIqJtJmO2Kr9GWKdGMxaswiSYyxeokZG020kllqMvKMj0w6L6UotY1DrYGW2nss9h6WapnPQmv2tOZAIptm4GxVcaWCa0Om0jgSOmxOZgItPrKZc8rIIgvn4zBqyd6htWAaxncUqF3s3agFjh6l9cBa5A1LyVSaCNQue4GbWTi5tc/NIZI0oHHghc3AR663PHR5xUICUQZm84HIQKyFGAfqqibnyJCVywc9uZtx0KyR0zm/kHvMWsACStmcNdh9qqq0Eo3AIVszhSS2cJUqgoyZmFUtWq3ZQzhC2Ws37O8NoJl+CNw4q+lEGVS9FDpg00DEvWgNxYZhEHVj9O1dWzIj87w1gk3vLO6xt+cZWdgx315QU7vzUAQOqKhJdJh5w8yZ460oA4Jo4DjAzWz3dArCxp2Ueq+EBL8e+jHPF+PrNN7vLtm/YnNeWzE3m+DZcfBSb/Bn0kwQ8OHN9oQ2lI1cHsv1xY2oGM0rwpLsJg2BAxo+6LWbSGDFQE1FL9CqzWcdxMPvc8Cs/Klmip+nqj+iqhfvDH6q+nPAS5/2md1jeN5nXmAD/HrfcQ7MNfMbFolH19DGzPOu3KCuEw8/fMzp1WMuzTP3v+iDdF3N8taCoZ9R1/DhWxVaKfcfddSh59Z5zV5d2GK2gCy1oxELJHMxp5tCAy/ZYcXWA3Q0TNPtiJ2AeLnE5gGuvPzRZyGroCrUUYgRJHi5yrOwctzGH4onY/fGDvEE7MazsmnwMkygF+vNtM5NHFAqjRxqwwPaeoaQuSI1L5xBUyl1Cab+vejTHuxayCioHnfVLnYGMxI3iYtS+SpS2LoBy/pKydpKTXDktP0TBhvtpBUPsLDsSoXBXXNsZ+6yBg3M1PotjS/g+xj5pvaNRlRlL0UOa+EkuUjcF9abXtrMmJB/8AB3QMVFWnr60TEn+I5/W1AHxL1M7R/Y7MqBFT2DJlaqPqPSZihWKqN3rqKco9xQeG9WHj5tyQlyV/Ph6wtiJXzokYsElP1FT1MPSAiI9BwcnnHflRsE6WmagcWiR6qOkyTcCBvmWDl6z1+nAp5P7SSYrQHFWkqp1G6gsvlTNyzoxe7wmsqZ2ZYRNU4C2ZuvELFFvw4WQOx+3rAW9QHRhZFtJdkyFDt70OmdyTO4HnXj1YilDOMGEX/2Gg1jgC69axFYqvWeW7YevZXf64UGtR/hoFGOmkRAWWVlQQQptSLLbgub+rGN7WX8/+gVl4pq7DubS1YcKyzl58dWhW9ITEeqnu2Wq1P6+9FL32aWrwJJi4mF/eTaN241ZoBg78Pchnr3Xx58W5RV6fXJ2vQ/s3imhgx/2iFfW/L8CEtVznTDQ9WMpQbqvuYFBz3L1QLRFasbx1xreg4XPdq1NlB4b0NO0DSJ4yaRzyKEnqN9SNLx4RsLClV9RjF0620qPNFvMF8s/ckp+ZqOvQ0T+Ue1h2AjAzNszBVi5ddzNfbfOgsLX1LXq4CqkNXo7RuspBa8zKVqu+EyI3EXxsLcpoljb9GDcxG0r0nsU1lvicrzhcxCG1SLNVnmSCLXRbk86/iVTeZsgEt1ICXMGEFk7K8M3hfZzvTYnl/w3W/pH4GdT+1nnTFCUuc74JnUdGSOcssBFYdEVgxc81JgrYFjGpY6GOs0JXIwQlFWZYYxIee+AJXlpRi2HyCcAlcqZa/JrNYtgxjt/8RD3Fnh5KotLieYy+6Jdp4x2CanLGr2b1t0Nrrj6aM2AeMCMzYyuDbVDBgOciSJZZ42kcNKetErEQfAdZRhEzmUgAw1iwj1rKdtexZ7G+pmoKrXCJF+EJarhkuXT/joo4fMZ5muSlwl0WjNHoFMoCNxRs8+kTW9L7eRlTswFRci0zbaBxy1ZGOW6ZQeVVDzHbZxbYlZk+j6yMH+OWfLPQbEnX1stFopOfaSUGcOlwoBXnnQXPp0NkB8EDO+WIc0llGtb22f+SBK4zpS/HjqU13OdaChYcNAJHLoz8eeCDkLi9pkRpshUAVlnoUzhUojqgMpFFOObXm0ENlU73SxEbeTC67tZZQGKVtZVSEEFRb2BgUJbl9oJe+G4o8rns1bYB92Aungv1v5OZVn6oyOmYuvChd+I1ujAwV/Pp5RisuTxlM9i5d/nO9//lM87j2LX/6311how0JqahE+MGSuLyMLFW5shNXJjFu3jnje5WtcPuo4P10wdDVdV3F6uo+EgabqaeeJFz3/FjlXhLqnrRKLkNkjcETkOgO19wtrz4Sse6Q7D4PtIgfJzKjHXXAoJTjZWkEpxs6zvkAYH+xuEIbeMohVH5gHC4Y1xXC89KHk9tJNqdvIHQSbXeww8hoxzdbKH5c1PWUAbpFK1wSiZI4ifMEe3NDMldaE0782dL7oK3UyL8vBSRnb953H3V9hh5aFr/UMEH9PSbOXYO3B7t0ZaKEmSr8SIs+PwgNSc4VApVsSz5yahVYcac1BqpEMe7n217Ydej3u1M0P9ECERuBSFA6azHm2zHbls/XWWM+3xcpgvfe3Lnoe2kocd+2WP24rBLUvhoV0UcwKLuuMM1kz12LvYKSU7B/cjMhcavcPLVZwwnXNnGri4aRcH4QPd6ajE4SmzoSwYbY4Z9Z21LM1xxdv2QiyOvP8B28CcH3V8PxQMauUjZRgb+PPimfpZZ8AsqeR3u9HT3Jva5SVrLsE7ZJp2CgyK/83zcDB/oYgQlsPBAaKo1MxZS8kI6vcFe/Y4lhjbkU1LiHxMWwZ4dyZ0qXkaqfnpCrZkpyyb54aInOxSTrHRK4EYR4zl0PNQcB6t1mYtQOLtmMeTXMoWKk1IO7qdPvjtPPIjRsI/Ger8vx4lSJ6VaLyBmphTEe1oF9sDZM/68VdakORhuUxUz7Drmsv1h/Oodx5lmXOMM5zTU1GORejAZ5J8s3ylly3XVGefTzVoPhDIvITIvJbdr8oIl8mIv8b8Panf2r3Fl75VQ/xwb7nfKhYolzTxGEI5KA0Yuy8vjNr4A/9+hU253NOrh9y/dohVz96gbPlnBAiV2/OODltyUm5dmMOuXgz2i3T+j4Pz9rK+KLsCzywLRaqOOHEhAc9Noy49wBZgiKjxs0W4tK7yRrIYg9CyGX8jXk3Fh1UWUBMLL6Ngh/jFPMxsJLTko3zBk1gbnR2tRmBajvwmsAFbTggcDTvedVh4uamZi8Ir2xaroQGis1atof2DKPa24QDY5GWcqJRm3wYs2dOAdvllgVm6/ji8+6IPEhNUAHJPLTIPFhFni+tkxCMem7EAyPX7GskO5Gg8cW79defecBqNfBQBQc1RI3QV8Sqo6kTV41aQhYBiWwkM9NI0XWuSUS17VDnZ11GSRVmZ+n72oJtpaqNJC7qnKhKI5UtY2os0CMajrUhaX7MMlJhvq6wOSRZhHmbaZrE3v6a2TwRKqVuBmZ7HYv5htCuWa4aqkp54HAJYWDTRy6qudgINXMR7qPiJj1rTG5xM2youd2zsyCUBdv/rNXunxmBYwKLCE2d2FssqaueWCU2nVksbPxZKfeCsG03ZCfbaLmf/E7ogOyGGMXPFHZcYig2avb36MObhaK1te2KVQ3s/ruVjaCzqBIpKm2wOaaKMKSKukrUQdwBSMd+ZPksS+AG9QBXWieeSWPOSQ3bEcmVP7lxJ8MbN8Pjk2k/vSKPZOpajJq08g2BjcWrWHl3s+g0VUDcYrDwWJckn8iSScJtjlTl88uCcwuefTyl8qmq/pyIvBH4ERF5yc63bgJ/UFX/5d04uXsJ73zrB0gS2GTbiT4QI3W0BXd/NtDMe9Iq0M56lueQBuXm2QVm7Yam6umqyKza8NClUwiJTddw+WiN5sjNs4RsigBCWaNEqahIY/miwxilNYEgwkZL76I8loGO4IFCRtZlIZ+A7QYbyTQxISGQk7AcbCHtAHxXF1WocmW7YRloRdiUlUFv++Ox6adi9PDgr/lRWXKoDRsyC6k8uIaxtzgj0AP3t4n7G+E9pxUPakU9E1b0fKQ3Z//Og72Jsg3FemugcDSNUo4Yaxe2/c2VlGVWfQHxwK/C83RGA7xsL9E0HUMOvChW6GmkoyIp3JANr2CP9/s2ZdjZnVsJ287FSlGwRyQFeCQpV0R5dBU5y3AchYdd17wWYwGWgb7Fq7QsWNlrZ5EtQ1kp5eHsQ3JtY9FpoiFwURvz8JRAraZqnFFzk45ezdu0zL0sW7CyVBpJI7PxjzYn2xqJJCTa/bB/tOLsvOXRj+6zd3jORx+5QNcrIpnVZm4evGql04u0dGTmqpyL8nKd8yuypNbAA2nOB+K5ZePlPiqZYpkOgfWdG9yS0Bf8WUzOOA2IRKpok1+aWErsRkQjlM2d2yaqEWnQ4osr/pxkGxTuG78gdk3L90u1oVLGzwhwU/SS0ZbpIZGFKMdV5EoInCdhQWa/hkVrfdlN15JVqWJPP9RWGsaqG2XvWQJkKZuObkpquV4xcABrB0S2hvG7g5KtZ473rY18l9DRsQYKX8HaAGuv4UQpdDnbUNU+Gq3084ulSC+ZUzrXvuKm41ti1OAEsiI7ebbxdGze3qGqL8dKqV8JvFxVL6nqv7hrZ3cP4cJvmnM9biAoa1Vu9tB31kbvNhW3bhxwfHxKCHB0eEYIFetNw/myIaVIExPdEOh682a8dLxiPl+RVUZtld3kRkpI6HjbWSnQcrawU7KJ4/5UWNOjYo3xhC2qvd/StQTfORtRZZXh+hpWSWijgAizUPSIPlqH5Lf59qFs9Pap42Pa9TjIYq4XNYF9LweWDEA0OHPOsuOXSmAmgUduVdxfRQ7rTA5KGow5caBG8Q7BSkZGpGCHdGNLupUSLVOrxRZbke3YXXtNO4cey3iDWlb7QKPUzYb9RceiHug0McTEC0LkhdS8kj0a4siMbbCpJx2JObBfZWoxctCVamAB7Cn00oMKKQzsh0yX4aKYWfSKYQxsjQ9gPsOMmncp+cU8oIxjKiXb6JpHm2pfc0lbyvSQI224SceZ2ISROdF7ukYOKhuXcfMkyiYklsG4iBuUWjISQGRgNkvM91b0vdC2A+3MFrm6HQh14KM39rnVVcS+HReeCpN8/BobUMvWX+juLisZmBN8kFq5acpfZLy9Kv+cazXxeUZpA2i2nreERD9UDKmi2zFRKYzVspEo9JRq5y6O/jNmEi5+l1rGFdU2DLuEyULOUYEokUJlqQmuKTXt3walT5F1Eq7M7d0t2oEQlFBlmqZn1mb25h0HmKNruTdLYC6lzXIPZKxEXjSCJZsNujV2wJ+xhkitZdO8DeSlnjL6phbOgVivdImNRQsiblhgm+smW9BviZ4JWmAsxwsiNpjbCUwJHYOkbcuqrXXks4ynRbQRkUPgJf5fBn7tbpzUvYir15ecp8ShNrRSufWRMqsG2joTg7A63yMNNsqGDCllTs4PWHcVh/MNMWSOj1bMZhuKbds6ZuqoHFSJYbCdp3mQ2qI0owi27SbuMVlD7cGm7AQL+cT6JErwh8no1jY5Y4/IWjPP20+cDzYKqO9rd9UX5iiBhgskek30UmYYQqXFWdUwrj3b1eZ2+I6/iH5vsuaCzMdvX6BCCcw1MMdGS4koaM2aDa+4f8XVLvALj875DTHyy7rinMSgxc7OLL46zJuy0m3AVb+6CVwzBzghKfn3WgJZsk+KD7yyiuy3KzTbrjrFTJ8qpErc2Ag5KOTALem4IBUv1xkfccHzBSJzgT4p+yGzQegUDiVxDnzWIZwPiYtVz3qoWG1qrmabKn+KzblLIRNzNCmCmG1bjbAR9VmImeH/z96fxuqWpfd92O9Za+293+GM996q6uqqrm52kyJFTTQpStaHyKZpCgwBK7FMyQrkTAglKnaiILasRLHjDEDCyLHzJUEiCQGcxAYSyxqQb0lk5YMBxwJiUU4oISIFUs1udk13ONM77WGtJx+eZ+331O3qruribXYXeVfjdp177jnvu989rGf6Dz4zFFyqTKD3impQM6XekzmlJaPc0LMgsVdr8V5iwK+VRjpvMx6lBK2dOGI+g7eSOVHloMI4GjAjl0y/X5DakXGIBMkMU8Ov/toDDmPLfoycp4lR4KE0PFMYvNY6Jzpv0cQYOiILiXy1HEjRq3qfkU2eFJoku7XGFyosaBx+ZAIIMRZidJi/QpMUVDgH3vZnIRHmRKn3+XxF6BbX9KzF6QpzYbHOAy5yYDKAGUjuaWmEfQs69bXEq2wBHtGSdeK1ICCZ/iCcd4oE5cHFhvXJHW+/e87l5Z7N3QmbQ2Z9qAlxDd1+VPc6M1WKrkrczY+dg3DqcRgOoBI68BnrEaVu7jH37JL9re47wPRSRSKsZWxOMveuh98/CnQkEzgQG/kktfmqOalYUp7mofF3fn3ioCgifxL4S/7XXwG+KCJXwM+o6t94EQf3aVp5Cwef4X1WF7TBCLe7KfB6M9E0E0EUScpul9huOg77Bfu+Y3uI5DHw+isb/7lMTJlSIjEqKU7k0pp0mVoWWkWUoSK+ItmbosUfTENzmgxbEGHQjAQhOtqwVhjqm83IxEU0G6YgZkeUi7JM8P5orZfgaLvg1amgzpOz6iIQ6DHuZKVHfKPAmBy1mny2VYEeVukZbeGEyDnwKMFFN/G9lxtS1/OVJ2dcHxq+dDbxCzfCJGKqQN4Ia4AdmRbY+95h6NKKxrWWclZX2JAaLB2Gj9KqsNSGC214mpUHWvjsKxuCwmmwneY1Av/w6YKrHNmFiaEIJ8DXGIlB6Ws6L4VOCk2rvHq6pS8RLfBAYL3Y8ZlO6ZLy5GbFO/vOrIywOe/gFmHJgVOqE41Y5TIavdyCIBYARs0ubGBCCEpGJdCqfe47Rk410YpwQkODWR9lhE6NphIInMEMr8++yYFxcJMU0MKgkWlKNGlEC8Q2s1wduH32iJgK10/OSZ1yFgamfkk/tEwloSUwIuyphtVVv1Z4XTt+Qe4YSqb1cmXyam1U4wMucQ6u2v2y9PpugXl/LtuBJnkFPgkShGmyz2iC9DZvExepra1ioeqWGoG96p7Wc2L+lQYgWUqi1eCOHcfZYjXFru3JqmhTZdYmhdfprBIPhfPVQMiJ9fLAxeUVEpX16cBi0XOzWbp3qL1WUPu/mjQfZ94WuczHc/Kq355HtIJwjhrJVQg/q9E7TIxJj0IF90EB9Y38W/V61WclAp0mliTnKioDygnCAdsHRx3vOfk4gMmTiqQWlL9bqBCflLz/zwF/FPgR5yXW7/8w8L8QkZvv5FxRRP4cFqgfAKjqX/52v+fJF1asCbzDxDP2vFU6fteicNaas/c0eo4WCv2+Y7dbkVWYBjiMkbPlSJNGUjOC6lxprpZ7bjctF6cT4yYRs8yVoJG0rV1WtRl7YI21S5JY+y+JMYtaEj3DvLkJ5r0X1LLklsStTCyBVTQ1mM2g9GNgAWxhDih7nVhq4s6NXhttPDtV7rD27XDMNT90TShJhEYNahM9dw2+PSXf8M5QLhY967YwDpF+WqJDy6NQCO0EecErNHyN3jezo+nU4MesYlWxiqFtHW/oD6qR++sMEezcN2oOBysavricuFwrjy43iAsxhzjw9Oac77kcuXpmFkdflESjylMyDyVwF2Aohc5LuLYZGErhjVfueHKz5K3PPmW1PvDk+oQyNkgYOVkd4NaUPXZUUTFzMNgz0khyYFGVsrvfhrJ+cOaoZ1mFCXCU8dIpCytt2HpLC4yX2RENGahV2iw4mKMYMlds02vFJL16SeQcePbslItHd5Qh04eGxXpgc3VGCoEHiwPv7c8YS2DZKNu7QIiQcgV0ZE5peMzAtU4UOooUHmhHL/Bkbq1mC5xYO7vRKptm98sCYYmJMUQBCZCSnZ1DH9w+Cg9UDcroyWBtP1v7FfCWtwXNjoBocL6fdUQm4ITG2uQaZr1e8WdxRWTp1W90T1RbwYFDFuTaADd3Cx6eDIQ4EtLE659/TImZrIlhDJw0ham3e0C8ulJv+1vAO/6voWIADL1b6TniSWzVw60kEvFKWT1RnvVx6/qQZDajNlaQY9v2ICN3OnLplH2AOx/RFDVQzo4qcGA0mqp7G3xm/N2hfPrJZ4o/qqp/6H5ABFDVn3enjJ/49R/aJ1si8heAX1HVv+rB8Esi8tPf7vfdXu+ZBC4ksSbQB+XJGFh0hdRM5KlBRE36bVGIUdi4HU91LIhxYhgS7XJksTyYWHMwaMjVPtJnG0/XOUAlylbIQeGIOhNk9nIrWJCt7Y8ZZaYwaeacjp5saiwFdmMAUW6GSJOUNigHrEWy95z4TI7AlkpArg2iBYkljVvnfP2SOgxS29iCuMA5gFrFl9TcEh4ROUuZs9OR5XLg8nLH649ueOuNx7TdyLvbJQ/bzJWMBJ+3Bjkqi1jmbHONLLVijHOVDB90jKiABYOzBxoHcWiJJMkc+sS+V3IWtrsFJ8uBX9rBF7qJDYXHmrlFeUDLTYYzjaxE2AJvvX7L6arn0cM9lw9v+F0/+GU+96X3uLi85Xf+7i/z5pvv8ZnLG067kYsgnNGyxIBTJsVllWBFQdZqfZLqFlllAKf5WgRMSm/QQpTItRxThlsGoM4iq/uJ6YZW0QJDTFo7rW522ZG9A/BUM5tDpJTEYdswZdjdrdAcub5Zstk0HA6R612klMCzTcdQAptsHEgwVLOJgwdepWFC+Z6y5ithZ21sD+aPaEiqrNQqtyomX11BaqqXAmhQpkkYJ0GLV4laZ8XWAu+0tiLtuq+ItJrotGGpDY0mQ+6qbdw1uIjKzNtb+ZSx2mHZhn/U1LW5bp3r2X19XieTqqQSePV8pOuU1frAcj0Ru4kUArdXJzx65Y62HbgU5opRqti4Htuh9XPg90DEUOlyL8SF+fjmJ9ESBBUTh/fv1pn81wVEra/jXFgNsziBYom6zQrrHF8p5PkZHDgKJODSkzbWMGTtpz0o/r8/4t//00/4ui9i/SlV/av3/v43gZ/9dr/pOAidCBvMuPMMOGsVijIcItMk5NygKux2LTmDSpgRXmNWSkmsVwdEDZLdtplpFPYHoAQPHh5o/A4Sby0VjlJviaOFS23fDGqZ2X1yb4dpmU6a+RJrc60IganAYYp0odBIrbbsv4K1aw8cBcajVlPjOs63h2NVN6r7qace5xstNRjeo9d7oDT9SqWVzLJTQphYLnq225b12Z7NNjJOgc+uRg6aZxpCS/TzYEG1bhjHeaIplmRhfvCD1KAoMwhgRieifJ7ERTeQorJsBy4vTIPzdH0gtT2fPcn8wl5YSaQVOEc4YMFkp5m1FC475XqbuLjcsFgcCM1A2x1o2p7l5ZYpw8PXrvnSD7zL+WriNCqnHPGD1QtyIFMpN9X9xEbUOisUJaovorWpRjJrGg5kXtGOlSZvj7a0GlloYo052eO/W9GnilWrENg7z2wCtgxMPjPti7DfR6axYzws0aL0u5a2G7jbrrnbrwliz4CWSM7id6rMhPCekTvXOV1iQKiHamCiz7G25ACbgy08OO5cyKCiKxuEFRApHPoGNKIaDbwSIlECQ650fasQT9To7ALefj/CTgw1GpzvabZf0SvoRg1JmjRwqi1LP6dJjY5Rz1+cq8uq5Wtt1HNg2ZoW674XLs9vUG0gKNurE2IcuTtEtofAbmw4UEiOJbiPbpUP+f9ayWYqb9PbnBpYq32y1i3M5mObE0Rl+ojwVBRvkxYaP28TysGTpcAxGc5AEdsTa3u3Jmzq/x410rmt2nfD+nYRQ67v/+U3SiTc27fPr2fAP/3tfu8f/tHP8goJUeFCW54VuN0nhqm1LHzdE1Pm5nrJanXHlBO5wKRCJzh9w4At0xQMIBAGUjvx6MGBIIVJYUnlKgkUdb3Gws6Zag31IbQHvFXb3Fd+888WMgqN+vxRIk8ZeZ8DFEPPvjtALpH3D8JdESrXLyNzRdJImB/EwRspkSoebIooJ6SvyzithXKvhes/MDqooVoKLYAGpW0zbZcJFBZd4fbqlHF3zunpwG4CyYmLaPy9g4yzRc+2Pt73KkeonEX7vt7bYmq1FTBxY3MKCIwEQlt4eN4zTondpuXu5gRJA11TGCbhzVa4UKELQtMIlxEmAgsCB5STxZ6T1cSzu44xBy4udyzX1i6LCWKwWTMK63XP5bKf24LWea2k/MqNU/97NWi2bkBHpCG5wEOZaTrVoHrDxI1MWJAzazELu4G1Niw1eXJQPNEqdL6FdRrZ0jNKppfCXjJ7lGclcBg6DvuO7WbNOC64vVlDTpwsR959tiIPkUkjwyT0GMWnzNejcEbLQjvWmnhXDtyFkbfUJMLvGOg0cqPm/TcxzVetIM5Ftaei8edjtRiROHI4RIYxMg6JYQquj2s6pysMsdyosNCGjugIT2t3LgkEFVoNLLyVXxm6geCqNYHaEmyB4IASuyJHV5rgSVaDtXiDwGk3sD00du33a0Sh3yb2uyXdauB3/85fJWji4cWWSa1bMM2v6dfcv6qhvlpBtQSSWEckoTTqPGINdD5b7ry9WvWQW62h6t6DenwroJqDi3cqjtewxfjFdWRhCepRRO4oiWDnpcE6NgtJBDG26HcH9vSTB8W/+Y3Mg/37v/zct//CJ3yfb3U9wILg/XUNICIX3843fvL2LfsCb7KgRflMSCxiRgSWyx4J2eD8Zz1fffchRSf6IuwUnhaz1BnHQM6JUux2a7rC6fmOrhvRCInMoVZVWqhO6TXbCx5UkkaSWmCavBLqKUTnSEUV1hpY0qIU9ozcMfImK4YceEjiJAYSyiiBPfCUo6VOIjik52hWmsApINbCnLy1esd0fLa8ZWoPam1bRd8s7E/0zLsGqmVS2jQRREhJGQfh5mrJm597zLhreXKzQAkcitlPNUR6MaHxLFVZhHtgig9gBjCC+xEkoYCqCRxUAEFCyGNgszcStIrQtgOnpyOHET6zGPjsOnPaFF5FeDoptxlOEgxBebQ0+P1qceB7P/+Y1cmO2+slJw83LE97YhxYXt5x/mDH0CfabmJfrLY918Y37KOs931BdvsMFiJatS17nMFGtun3mEC6YglHUkHFtFATwb3/DByxp/qtWA2agY1PLweZmLC2fc/ElpEtE1dFuNs17PcNm7sVt9dnqAaeXV1we7diOwrXQ2Q7xdnEtwpHjH6cicTISE/hjMR5MerIiSZWaqzTRyzoiFyyZolXeFopQTb768X0TbcHIYXAVBJThmmK7A7RKyhmxaKgBi5qPbjedxcJeDVYTE3KhCtwVSe3gtI4SylaEpVmgnyd10WCDxh07uI0oTDmyLqzFvZuH5Fm4JUvPOHk4oauG9jcdbz+5mNuR6eVUOagP9/UuCOGt2jNeNg7I1qoQhXqx20842A4B46t0ErtUj2Cqz5s1f5BnVVWMYIiUAUBqi3d4BjWGxnpSC4pWcF0R/Pmujr97oDafNKj+DJwIfKhuiWGFzv+2/096Nu9Lj7kezVIPuDrK9g/hRkh89Zbb/263nh3PbrhazWSFUKMljkiNI0S4kTfr3lwsePJ9ZqT9cA71x2nUijOtpomaBoTyt5vG8YxMk2By5MD1/0JnUPs77td14ccsTnDkmiuGPYhKepoUkaKOw9MVM2TwEID5zRsfW50XWCRA7t4JOAePODuyebMTWRD8ffEs0bbShvEyf52g412CubM0pqSfg2wwLjAAvmSOAfMgLl0RCeCTVOkaw1BG9TmFatFJu4aJh1IBHZMdiY/pBMzV9j3bkc/NCfB2zcisNSIKBxkolGliSOLttAtRqaSaDvD3k5TQxOEd24Di1Z5OgZeRchB6Yvw2VTY9fD5ixFJI19775JGlDc/+wxJmRAzzfqAaGQ4NJw9uGVzfcarZwf+0WZBRBBV3+yOFImqOiQEU7URp+FoZIG5GhiAxviOKjpz05TCmS64ZSA6AjiIW0ph3YaVwNYpCR3CFRPXjDMoZ0KZgrIpA1vtuO4bHj875cH5jlygSYVxjNxuGp6qtUxPnEO3R+dqAixhu2XiIa0JXWvgy/Tk6sSgE5e0DKLcYS4RjXcjKvCr+N03qjDkQAyBcRRSU9hul/RjYsqm0jQx0RLYYKjtc0+CslSVFzCA0bHVv8eOAQ90RgkJHBDOSssoB1QqJ7RqtdxDfarOAvQd0CWYJjhdZaYiLNqCFiEPDVdPzlmse4b9msdXS55sFgQ3Fi5yVCqqwQmtsB1TM1KKJxuGVzDLqOht0jCfs8Hb7bXbkD1oV93X5x8eey89JiAzxMtef5TCqJYMN0R2jGzEzAe2zo+21uqxSV0r/CDCqnx3BMVPWin+CvAlVY0f8if4n/nvwF97gcf8zdY1jji9t+rfn68gUdW/rKq/V1V/7yuvvPLreuMnVyNWWwkThqg7uGdSzpH+kNhuTrg433B+umWT4e3epKOugLHYBtv3LTkrY9/SLiaaNrNeHdjtOtatNY4WCL0r0hdVeploPXAkDGBT9UNTMUFvcz4wRKV52Zkta0sgSHDx6GJtEM1MofAkF+580NdhJPRJigsEH4NLok5gwhz0xCuZCUMDokfHgKIVAWgbekf0NpVVOp1vHgkDSeQiTLnWpA1NHLi9OeN6t2KZlE3W2XIKdIavz8+1f1GtpZ7P0J4fZdSGmALn2jGKsN0vkDix3S5ZdFuKwt1dS2r2/OLTjk2JjDlyEQz1GCN0CrdZmGJmM9lm8fB0y4OLHbvNit1tRzrZEyRACcS2kEehW/b0vc3HOiJrqsWtBZUj661+PDO1FYWiheTBZ6n2041fqQMjW8lkCTxhMP7YnCoEV0UyntszNZpG1cHM1GTKrulBlJ2MHILxKd/DUJT7viNI5PGTE+42HYdshJ2oyh57QLeou0wU8wn02mRDZouhnz9Hx5k2iCpv6ClKIJeJqPCAlpVPsDtvf164mEGhMBYomniyWbLdd/RjYsyBsUQOcO8+tdmaYu1y87s8au4GPd6Lp07oWWNdkZaaPCXWYs9ZnZDPDjVqlWTtmtQQEimUoohkYpxI3tFo2oG3f/UVUpc5f/CM7T5ysp743Ome6yKOqv5gi7OOBQr3HTOqdrBSjcQr+KcmgRXt5uI9VIDQofYUPqSMqVSl6mBjz7AF2x2moDOKspFsmrYCrbi2cH1JTzrtnsre7DX604eZCnwn1icNin9SVf/Rt/DzP/cJ3+dbXc/4+mrxAkBVr7+db/yD33vCWoS1Z4kLIlKsHRFCoet6VusDd5uOu80Jb1xuuQgG9Q4qPN0kphzp+8QwLJCQyWOg75dsdwsuTg48nZQbMtdM1gb1miv43daqeOBRb5UcvdQKhaDJW0BHsm59GE5oTKEkwK+WzN+bJsYSWCEuTF1ALFANVNdye6hmxKa3m0QjDQ3JN52kR3UNAU4IrDVZmxcDULQafIOLrBzK3notNGWh5MR+b5Xz1dU5V9crLuPE1d2Swc1Oq3zU5BuE1Df0VeeI85/n/v34V986xGgNo1rgTMkEm3fbE6YCy8XEzX5B1kQbC3cjtC6vt53gPS0cFF5ZmORb0xS2h47V6S2XDx9zcranv1shsTBlyEOgFIMGLbvMWly2TIVWk1XHThCvYCCbJZo10Kk2PNCOtTaca0NDdOcBS4SQiki2CmHjbNUiNvGp1J5rRptBiv3cUwY3tbXqTD0xA6surhnM4iknrm8X3Nx1jFPHbR95cghMau7xVau3IhH3mNh6VVO6xbhrhcCtt+lfZcmWzFoDKjYvTSWw1MZ9LiOlmD+iUrhCORC4HQN3u8Ru3/L+zYLtIbBVYecb+sHDS0PkhJbGQTSx3s9aNUHVQV8yf+YWPDAaWKVSpKIrx5g1W6AKHtRWY+UqtgJTEVYLoeSGGJUyBZargcuHtzx8+IRf+ftf5G67ZJSJ26HhYWc80GpofK+xcS+YKBVUU3sKxcPm6MmiAioVtRrmdu4gVoV+VFhqsGfZXGiC7zXRq+mRvYwI0IslODeM9BVz6jN845FUGUFLqlsJtPIprhSfp2K86J//pEtVf57nWqRYpfgffrvfO0+FCxHWNJwTECkQhDw1QGF1ai5xpw9vebZp+QfPTrjuCwMTEoz3dbtr2e4bRApDH0EDTTwwDB25wGkUHiDzTOfgN1vynN5AB9avt1aIC/6qsFazZJrUDIUNkBM50cioE4NTMm4LLOj4bdK6zmEdptuDcCcTRZQtI9a+sRZU50g8w0tWsrKworU2l9oGf6LRLKcILIrQFGizmfgaICjOWfgiWBXUDw1TbpnGlv1eEAloyMQQuVbLhLeSXbouz5vEByrADwO2fYMWq7pfXeMJxUShTYVptG1OtdCkiaurExYl8GqXea0TVqmAJobiWplx4lp7nuWCBEVL4Xy9Z7WaaDqbXaZUCAlSq5QSUQ1sN0vUZz5tndQqbmVVW3r3ZkGuybnShrUnI41Gq3xKVRqyzsIhmkNBlCqecP9z4xXbyBoTo7hi4AEtjcIdew4uOTeiNBIZpLCViQ2ZtyfY7RO3mwWbnQHGROAJI1cy8JiJ9xjYUNiKeRFmMSf7jLDyqmOiWg5VEE5kUOWBtrymC79vE0sPZiekGTHbADdkdgpZI1f7hqkEbsfEBmvVghiJHhNFGPWobmOzWT9n6tZbXtkuEBJGD2m8VjfB9Wb2JqyC8FWJNmDUjXpfriwysEg2DrjbNuz2C5o08f47rzD2Le8/fsCb3/+rPHx0y93VCZsp8s4hUmadVltHU9+aaFSHilp/HSvDKtdXb/uKXA4e1BW8zS4fkK17fk3+XC8IjjgPc0JllJMwyz9uZJzpGZNUxHSd41u7u852UwmE5+0/vkPrI4OiiPzMt/qin+R3XuD6y8/xEn+Co/LOt2199T96D5XAk9rGUPN2ywoxmpTTyWmP5IbTVY8WeELhV+jZF9iM0XU8jbZRsk3Wrq/PiWHktm9ZZuEdsZZDJ+Fe68NIzcFJ28azC5RiN7z4wxtVWNGwpKH1Js/OM75zGl5liRDYk3nmrbQtNuA3lfvaTrOHR0U8364NG5nnFkmFpZpKTUvkjMSJNrQaeaQLQvFZnkKV2QqKbzq2KcVQULVJWn9I7PvIOC7Y93CzWfDexiyG3tEexAj6FfFW55YfeL6/ycN+/0cm50wZD9Q2xaEkdpuVEeh3SzZ3K+JiT2gCfU58eSc02eyPBg3sozJk4YG0XIZC1w2MfcNm6Hj2+Bwtto2MhwYdqupIgWJf320WLq8HCw1uyKzepqpanAaxaTRyViyJWSBzF6FToy+0OjNTaQn0UpgC7EOhxDy3HQe1KuOEwLsu8hbFgvGvhe286doFF3YuQScB7hyOfz0mnt213IzC4xx4Vws3ZGuphYHibVcjfFuwuZXRrYiyo10Te2QOPGsSn2HBa7rkoS4404Q6KvRUE2uEUxLtnDBCT+COQK/CUAJbzLNyoLjwtLKgsQ4DNQEKjtC0O7oTq4AGRhZz27K42Ly1qCv1ooLddOYGW+KwYaDOgqsG7x5hPwX60Uy8+wGuNyvOH9zx//sHb/Ho4TWP37nkdh95+OCOGAYP3nluW4IFlKTipHv16y70Xh3umfzzjn717YnIesSB1kCuqjOi9Bs+KN6F2nKUnq8aq1ULefLPPcjEiVrb/yD5OLO/99KVt1lt2U4/McTlxa6PcxQ/63ZQH2NLOf4O8L//ZIf061uq+t8TkT/ngfGLwC8/x1v8tqzv+7HP8vf+s1/icw00kwVEDdaCWnQjISRik5k2wquPNnzt2YJ3tOUhkV+TA6+wYjNETleFvm9YrQ+MU2S5GnjydM0iZr5M4iGRt8k8c4yhIohUPYvijVGDWqoy37yqSgiBDQcA152wjaeRyI3a7R0IPKJjrwa3B+MlVgV7Q++VuYVTH1DbGFxEG5vR1D7lSAaHfx8YGVV5Q1ckxDfA7NY/wnoew8OYYdEVcokcBqWTFsj0fccwJt4bYEvhRDpuZUcngaee/as8by1870Dr+gaJqcybhSltrDWy2SpX3ZLDlFl0SmqUvG/4pfdOee8uchYit0XJkrkVZZiUE6/YvzI2LHfwFVp+36vvM+bAYbegKDRdhinZxSIx9pGiwmo5Md7pnOGLwgOW7MU6BJZhWwLUeYV9f25UCdiqatqvc72oIOYbqX58ldCwJFJEeaYjHcJOMneMbMSk+kYf1FaZr1EUCOx1pKelINwQ2BehL7bx7jyp6kNmp4UliUYDKpYV9YwUUXpV1t7yzR707dULG0ZOHdVpcy2juhQ1YfslkcLEgM7ozIKpO2WObVtFGMRE1i0s2gfqCIyuDXsi0dC6aojdIEKnR4eaJLWCtFUDnc0lDWxiyjtWvZ7S+ZxW/VmADpiK0qiSNbBYYCjUHPjS934FVOh3axatcn2zJoREmwpkU7ES/3w1SC382h6FPOqNbJ2NUcU1hiPK5Fze2mk4eq3ep5B82G6fRNw/1O4ntwMgY8ISQY8qSKMWDmQ6IgfJz83tj6IijeMJGr0n4PEdXh8nKP4I8PP+9ccNjN/ROlhV/83f6Pe8fW/DZVK22RB8C1EeLDJtW0zjMPXs79b0h8jt3Zp+MfBYWxZ0PNKWZ8DSoe3rdeKwt8d713dcb5Z85bZjo4VR4doVS3opuHQjmULU4KhT2/Qi0cm0PtMoQhNqoLKZTfHIId6CvSGzoGqjZnbAKDCJmd9G1IARgufxxi6yNpHfIM7pGsUeNlwvcuEtUtP1NBHyiYGlmm1xM79WDWjCYRKCqDVlx8JunzgMQlZTIPkyI1tGBOEZB5IEep91flMu8De4QxWjsJgLuTWhNhRTYdkFTh8mHl8tOD898JVNQxpalhLZF0MoJm3YyWAyWxRyzLyahKFv+czlhr5PBre/XXHZDYz7wChCSgPjITFNCbRwGFpabNPtiB4M8iygfETy2hZ5/F91CDTxgIHIXiNR3JsRswCaROda06pNY5lW54inMiJMrDRwEGgkknyeVbdea8MpG5m4kJErbbigwqyOUl5rIlc6uHC5tRFVrUI5iIO7AmxLNooEJtxQATELmvlTdYS5GlzOSZcFhkcC7/vMtZojC4actqpfHNyT6QgkgdFEP30uBlntzmvEvleBSAmbR55opR8dKTE78tz2Vb/vJrIHDlO9mbwirVKM6onM7QHQQpTA9dWaTgaa1ZrDoeWVV665vVtwvWsIU/QMVOYALcDaGupzxVYl1CqnsWBax/hdglrSUTVfbaZsz2pFtkq9u+63WjwSZ7/vDkws3AwaarUIO0aSyxEuSWyYuJux6BWBflS/Or6J+PX8zq+PExR/AgOrXH9cWygR+Su/noP6NK7rr9wQKQyaKKo8bAvXg/IAGPoGSjLo9WLi/duRlbRsgyKl8uQyNyVwkhv2hw4UlsvM3V3LVAKjmiHt1rv05vBgrZAklvVOnqVmCkkt96tzRZsJHjcss0myVlvnm+EdmYdErjzrNmdzpSdzkELPaGo7Yj6OzXxbi6Nij8LECgzIXD0GK1BIalVqp4aqvPWA1nptVvGVLUoMQilKiLAbhRCFwygccuRK4T0mNjVA+wzQgr3DvV3sGLwQ+ybP3P2q8ihJYA//AeWOyAMS20ODBvjq1YKkgV2Gr6g5x3cE9kwULRww8e48CVd54nR9YNlMDFNiGBPr8ysO+5blcqRMMEwdOQvDEOn7hl0vDLg3IIWiga1MjiSNM+nesvZES6Kot7J9s+vROcEo8ye675ri7XCvqic1IelRlEfa8hXZcSeGwLyV0SvDD86pEEuG9g5tGlH3ELTAtXC4iqi9T8bAKVsx62tUmRBWYh0PFQjFjjf5Zr+iyguo34+meKQYGrSgrP2+brBNffQK7hmjcU6lqquYwXCrRlUx/VA73pVaEIxYy7h2RQxcBhfBxiFi6hDeErVAfZjnfVZ1j1KT0sytFi5omTzBOiXSE7geCidNZtUGRBTVQBeV7fUpr756xejdnscjvMuEClZle21qScnRiHvwiriKckex8YTxhjPTXA/ayKS2pw2Ic/Qd/UYo0Mm/b895nO+oOv44yIh6t6lSMnaS6at1ix9PphDU9HdFhUkL49zn+M6vjwyKNRCKyPk9wv7Pq+qXv8mvfdtneN9t64s/9Bpf/Y83JFFWGtgVQx0WLZQS2e8WXD68ZrPteOPBgZTg1bfPuKvtB3+4h0nYOcpyu1P6UXh8aJEI02SbREt1LBBE1InmrmLjgsGVwDB6lly5RzWzq/JhQY9QckG4YaIjkVCeSg+YK0KlWKg7aCOKWdlERKtsUwENMyq2Vix2XEoo1i6dNDtwoXBOw4aJMwJrD6kzi0lhRBgmEzd/to1MCnuvaJ/JxA5lK5NVA1IRqEdy+Ec9ZhUVi3++KgpetT/rp5hQrvpA10TuDg0pZm76wOMiTj63pOPgFc7Kf++JZi4PkV1a8H4IvB6UGAuP33uVz77xmF59M1VB1WaM09RRiiEFF8DOjzGokKRhVHP1EL8XTHDZWk8zyMgTEtsobWOv94ndG8ccIeDKShi6cc9EkThXowOT0WrkyOf0u28+d8nDbw2WB6xN2HtgN1Smbcl7g3QwqVWqD7BEMqrMFXqUMJPyjdAf2WHV4dJfG3xWDpx4lbTCACc9VcTABM9Hseqpl0JW5UzqKMA8HSuFYUXwJM6s2Wo7X4H3S+FMgqO9K7dR2ck0n5M6VqhDAKONWEt2z0BLx85fsUEYcmLZTIxTIutAK4Ghh31YMI6Rr73zkBU6P1OtRhoRNp7QVNNg9fPeqlFKJqmS9zo/C7OzjYjPXwsqdo5qKlv9Jb/REqr4gaEXZhF9saDbemKQgVsmRy3fu9nuvc5svi1Cq989guAfe7KpqjfAXwcQke9xpwzlQwLkb0Wj4f3UcqcJVbvFQrGh/ThFE5NuJm6uV4SkPHl8yfUhcEZmS2TrdOQ7EqsshF3D2XpinArvbzuuslU8j8ncMplzghSnWlRelKDOXTxggsA7B+CAsiZxy46WxOSZZvJsMfnjVTPAG3fSaDRwIyOTGBeyGvZOXmtU9FvxeULUo+BwnTfgc49EnDUjO6z9Z/8NnJM4o6FaXtXm3FBkdgu5LkYs3njlek3PnswYDE05SoUY2eSshuXEcf4zlzj+zH9AVsq5fcqxdRowlOa1jqxInJbIO/sGpoCMwg4Lei3KDquWlyTeZyQBd0x8hsh1LLypiVYz231DyQ3LQ+Ls8o7VYiLngBarilVbrm5XXA224e8xF5IOo7sMqmaU6GcpUzinoxq5Hk2FbPNqMUSroYvDfG7rBKkG/FaUCZM5K6pcUUUQJp+TMXtw1sBXt05Vf2+1uVVCOfUTvfetLngvu1IDMqabGrH240KNPhLvJVMiUFQ49ZbpBVYtLj2Ni8AakxUbMKBWC+z8vGyZ6MWUVQYpVB1Tq2JrcmirCsDXueSEePVp7ddb4LVjGuh0Iacq+bmYKGbRRmEiM0gmq7nTXEqiaOMemZELf3aCWBM2RNjtWn7xyw955XLLyeUTNjcPGAusw5FCYe4owVvqpm/aeocExZ998VGEtXXnK+7+p0mrk2JV3LEEogbMI9/x65f6c5uognfiwuNW2feSuVNLmidqAv3B1xj9+TT+qvWHsicZ3w3rE8F9nKP4jwBE5B8TkR8BroD/VFVvX+DxfWrW+kHkTOBGTddxKIGbIXG+HhlG4bBb0C32UGCx3KOHU0pXaPaWp9aH6ikBpgg7qx4GhbfJHNQG5Acyk1g7U6QqeRgmNBJsJ3GETfRdq/fZUTXVBfG2llPuxcQAOoRrzAvxwEgfrMrY+DwqY/zEidqiqToito1ZFVu3XK9uqFg8A25XXmLVkRwoXLozQkXp1eH9hHAi8G6x79+SmYhsmLgmcyfWOq0PXd3mLesv1DnnN1p1873fWa3Z9zF2WgXfksgq5NE2w6VERDML31b3GKqy1eC+lzAysUO4yIG/vw38nhjQskBy4XyduXpyyeMxcnq6o2kG52J2vH+1QtU299aTFeMlRm5RpBTGIGS/FgZyOLbC6qpBU+W+D4hl5/eF4W1TtN8eKbSSUJ3YSyaLzZQJx5+v09YK6kpiQSv6xj1i221VnTmhOAra3mf0ZM0q68zSA2Xr90TC7mGVyjm1KtSQlDpfn8ZDe1WQsftWvVKtkH+jjFS6SfFO3gL8e9bCq2HeeLnqGqvuGo/MIvi9wjnKBnUKg7WFjya9x/ZmSyAHGEvmfZ14KH5+1Ka35nWojKMSJJCayJgz45T4pX/4Jl2cOEnKs/2CFZlTErfFksTOz03jY5J64ZPYZ1d31Di2oQudX7lxrhuLt779c3D0aL0/Trj3wMyBN5F90nv8pyI2IhGBg3Nfs1g36/5r1d+qSF1TAasN4e/8+nVjYJ2D+HcBROSPiMg/D/z7qvrXf72v/Wla/+Bvvce+CBvK3O7JqgxjAI2MYyJPa5YnG57dLnn8eMHYNzyTnmc6cSrmWGBTNUFHA8w88Q0DhBt6hmAGoK1ENjIhquDtH9uYJkYxgn2nxbGm4ohFE4iOnllW+j/+MJt0lc+axBozg6hn8xM5VJJ0RffZzxt1QCzgap3DWPXYVtFwxdGmtsGIb5gHJm6dC7fH2ldQ2JNMNLqoVWKiiAZuGdlKYSOZ0YO2fe7aGq4t21r1iWfXvu49nfXLSm2p86iqH6PzayobsklnedUlCkWEHiNqd0SiJp4xMulEIrCksdmrRlpVbnZLYtxx2gjvPrnkM4+uGcbEOHR07YFSEpttxyJmdpJo1ILi7ZzxRxomDzp2zqt60SBKUgvgRWolqHOwS56qWMWo9BKJemyCTqIUtbN0w4AEn1eJgWCeX3Uuae20CkwxuNaJV/yA8fJInJDY6DRnHweqt16m1QWiFjhbjjjI4u3TFV4JEjn35O6YeFkQa/x8GLCkzNy7gQzearZKjrmyEq+M68hrQB0gdUzoemplLBz8c91h7eEB68ZkMb4xVP6dBWZj8maKGFo2UxhKphDn2WvBBuL7PhGLsFpm3nt6woOLnic3J1DsKW0odMXoJ/swMnuOAk0xINat9JSinBHZSjalJGqrXPw5Mfsxca5yrhWtd5/m6v/5C36vS4Ae5+7gM1ZXpLHO0dHarDq63F+Tp1TBk/dWxZWGPiUzxY9aInIG/DGMhvEj/AYQ5b8b16MvnvMLf/tqzrauEJoS6cfEvm9mUe/33n2VZdfTrJTXpsizqeVtmTjIxBYjuYsHBIAdyiDWNt1IJkt2KLvhwITAoIUsEwu/nNVGqNoz7T0g4lntwMiKhoZqlYSJDagR/0WUiZFBsvHKOJrZHnUXrRow2HpCVOds/ugcUDwTNL+2quBfA/GBiRUNOwYGMg9puPLfD77tDthMLamw8ZbbRka2YXSVlgrwloowmY9O/BhrYLy/DM7DTISfTa8UA5QoVDudvWS+pjteYUGk8IyBN2lRrW4kwUErDnIXMzIeZeKhLrjWwoVEyPD4dkU6HfnKdWCzf8T5ycQ4Cm2z4naXUI28uzMh705gr7BAZpHlRKLXyWDsYvNeq35MmaaGw8nvBJvnBFdZkbk/ABWd6/53KgxiwuujZhox4YY5YtiPAsdmhFUhXqGrMKsI2U+xjoWhwMJl2O504k4MOV2wuVdyNOSalsYTphNvDY4e2Ce/PifAHYYiXXKcHd+fLU4IN6rg920OPvNz0+iAIGJtXlElubVT5RseN3uhupHU79Tq+n7FWyXwCjIrt9TWcmX+BYS9ZE5UOIi644U9vSjmlpOFogFZQmgKwyh0UfjatsLkjHdKUBptzUJMbMZYtVXPNHLLiArstaYOFevpY52a7InJxpndmE0d67P9oVXivVsgi1G85nNT7wusEzX63yYpszXenK8GTL3JE3kBBlVeQfjUV4oOuvnTwI9jlI2/DPwVnz3+lluxswdz8JbiQOBJEdpNQxM6YizEWDg93fD+0zNuti3XpfBEBjMlxqDtLRHUhtYFZUdh762IkcIkBqWoeorVoUIRGhFGVcuU51w+sBfjCw0y+oNsa6TQiQE16qj94JqIKUSv6vYMkl2JorY3j7MYa1HVITtzEMwUkkRGB8YbHy6gkt2nsKpqmDLGKQ3vMLmqiX2+juofp7yHEcVvyeyw+WblIkJ9Lo+Vog3yK1rwKEY+L620gepiYN53ijB5xZTRWbe1oWFE2fo217kW5gKrygvijT5oNbITq8i+zIHPsGCnNheNJfDLNw3bEtjthUdjwy4LqNCJEqJNRG8wHttFBHJgi0mrHYAVgayJK80gikphUrM6qoau989GT6YlMdrUiCzGm8uEGeEZ3Dn+Ts3ZZU445N4GObepmZGvlTRe25/13lhGJYbCSVKjoWCqSpNm9uLqKVgLdElkxNq0onDfz6/1a5MxTqq12QyxWpmwiaP7SfSf7VHSPEqw+8zExgvBZ4O12sxzRV3BacqZX9cJ9bauzbPFn4MBo0T1TlUyI29rme6ZEDET3khgEqNn3Iae02lNxlqxHcaI3eUqfB54cr0gdpmhj0QSsTR+TtUk+4qB3UQFDcdwN2nxwNtww4GFJPoCIVgy1WMOMhVprGpP5CRqQCSraa3x+41iU73+aoFxpgXpEbh1tIQ7BkN57jVrfyJ4MBdsNHKKOY7IN5PU+Q1Y31JQFJF/CvijWFX4y1gg/NlvUQf1N+VavLYE7IbNahmtcQkD/dSwPwycnxbu7tZIVJYhM6qBXkasfZUx+bRCYlS7vQ5iLc+DjIwyOSxeMbV6e+DAKoWDE5CzByUNgawGmHgW9gwU7iicirVbKLYBtdgcrEL5FddTFXOwaNySZrqXEU44UVqUojJTBERsU4kaKGrUjiQWsAc1U1Jrk1abHZiIPPXp0YLkWbY9YAesVTVhzgrJq+QgR4SpVYn3J4MG7Khmw9nRsaEi4fxzVN3F2mSqM0hDsCqqxQNKy50cCNpxoHBOnDdu84209x0IjAzcMLB2eYQogb1mGhK3ag2iIRvPbQvcTNZi2lE40cBiCh50LNHZFuXc29Ym6o4nK8Hd3wNK9vZinfLVxEC9einsmFiTXJXGKiq8ysHPaVF1LuE3vs/rZlfFrStvTdValZFII9BEc94IAc6awqtjYlKYNDMxelAz9R7juJnOagW5zJqYHD0EC8dWadVQxd9/h83ODtwPXKakchwtVJ8/9y5F6bzKtqBj22ENgJnaYrT7oVaAJuqgDFIc5Vnm+3WHOXCYSIKw1ckBXSYyMDnfxNCxyt5bxogSg13PUkCnwGYKjGoCEqI2d1uSuNNCEdiXbCIICic0vKmRdzggBC5L5HEYbG4n1uIcVUle66rUhrEBjPY+HqjVn9aL/Q1ugPtWx+HeP1jH4jhiuX/P3F8V2NOQ5ru1p3zHAyJ8jKAoIj8E/PMc3ev/CvAj30zPVET+yG+1meL2/QNbz8QnKRzUsHzPVLgchWnsuL0LTDnRtHt0SuyDsMoN12GPChx09DZOJoltcFmUSXCEpTqBHjf0LNSZTkQcYZcYtFDESLRjNt5er4Ucypx1G0AjM6lVko3PGKzTWC1kyqyEMTLNWXjV3azNGbCNdKc2X1tgQ/ekRtxW38yCGkG8ctjOgGcMjJJ5pC0nNGz981WX8arKr3AMcvc2RD7w+N2vFCsYyB7dAWvxVdJ1pOr31IryWH1MKp6kGBJzILMi0ZHoKLxKx5pjm6j1M2HOeIEkiZ2HyoVEUEtC7rAkZOebfyCws6kXCBzUlGPXRFYEziRzUOeoeqCohPUrnWhJ7BhMrkxq9u8NMnG5LYwgL8DeOaG1asevk9EuKkrwuIU9n+HDvc3NK0ir7DI7BgJLuxpqJPhFU+jazLQ1RmtLZFVMYvBKDkySWbkBlNGMMkEaklqjL3vi1VHBL+rBykA+RoQ/2h0d/L6YfDZWCexV0Uk8CI8CePVcuzpVIh8MzbpAGDFA0sE/8kCZE4bB0k4Mja1OfFdHsFZjp0qdscSM+vz4TK/ez5WeMWUYCUw50EpmEYXofMhWA1VzauknX0WtE+L3eANc0HKigV+SDQuNZC0Mfo1H1x9Foz8H1jrfMzJ6B6pe12+6xK6xCRTYbmDN2Q9CvWo3qd7f868LZJ38abV7VdWC89Nfu+Phm6cfdQTf1vVxdHV+HpNL+6Oq+kBV//RHBMTvAf78izrAT8v6wZ96HcXQmUVgCmXmCG6nwFTsYeha20rbZDOgBeI3vCHADpJNyksyO3F7KI6kfLAb6b4xbp0TdPO0Th0tN6Gi7IOiwWS5GkesTqrsUUYmr1adaqH3LJ/Aif3GwwtSXbdtjR4QJ8qsp9hRLWtwvzY1GxmszZZRbmSgxYjSJyTTPxWbfQ4eZq2lZQ/ojswOg9Uf5AgYz540AL7p2JMXHelYuWJ1tmpAGvsMdfZjhqvR23T++3iLSGs2LDzAFGbOJRAx8fGvD8cuHCY207LWlLVgd6Lc4Q4HItyFzDPZcyeZndgcaCuZLeYuMDCxoRhh3K/HgAXi7G3EEXMk2MrorXXrVExic6LB77+BPLd4jzM4dUTx/UrH6DXIhwfED1u1BZ29JTpL06vSNRNdkxGx4+2ARzQGxlGTbRs0U7RQwUoDxoCb/LUHf/0qEh/m61j5d9bKtMrS7onBalcOnlIVwSkjx5aeBcsjh9eq7sKCmvThCjjervUKevDzVTnAI8WRm3munjuJPj93n0Gs9SnU+eux2zJ3OmpQVpOvm9Q+7aHArhg+vaNKoxmoqXOOcaNhvqY7fyqXbhEXiuMGxCqzEU+GpdAzsfM6fOLIQf3IJfW+r5X6EbFak9BK/qnff/6eqYlE9te6fJD4l/7dP/AdD4jw8dqnP49Vhxf3yPvwdeP3eX0JC6K/pdZXf/GOA4WDB0bBnBsWGphIbA+JRVdoQ6E/LAgIqxJpMSBBoQ79IUhAnJA9yJH0cKQrHHUL3cIUVIhifmiGOrN2SYgG+hgwFZxY4fuioGXOPo3sYB51tQKsm6aKo0u1knsrweLIgSrOExy1Am2Uo4e7He/OJb1OXYi5aiO+woqD2la2pmFPYeUtrxnFJnBCckbnOG98gBOza0uv2iodvR1HmGWtWqreo1WyUPUahdp2mxCS6nyOF8p8/tYCTRCkGJR/h7hA9HGDTgRGKW5ZZ+c+YC2rA4U+1GRHmDAk4d5RrKfYZrZHeI3EWTTh7CabjJYlLwbuQb11KtaO7jmKW4/UqtQtvoBebT5mDhd29kY/b8/vXLWL9XVVw/2f83/MCIjRK0YaVKqYu/HwuqbQDbByub9zT7Km4jNtKnctUNGLjc/jjt0J4c47I1ArxEDvdyOIo6tt4z94g7siKg0tbB6XAQv+h2Ln3gBMjbdZ8eBzvHfq/VWl44owJx3VgK0mqRYQjqQeM/AVv6dN59Ok9CrIrQpymBxbr4ADjbaTCaZbG1kZPBjCcfaZ/Zlce2C7pOFA4TUWPJORXm3+aEIGVXrOQDZRqoPHsWX6/Pz4my1LgowSVscQJjcpc+fhA69ZV4DzruO/9t/9If6l/8kf+Og3+g1eHyco/oeq+i2ZBIvIw094PJ/atd8PTKH6DFrH/SDKK2r6+iLeuhkTQaARZdUW9HD0KKu4AJOjMmbhVHULfZY4OlF+4Q0kC6Z2M+789lPMaaD3alNFZ5mzqi5hgsdONi7Zyb46Q/t1fuDtcemI7LUQ1IK2Qf8BP4aIBfI9ZvwTPKCKu5njDu8bJpKGOas+SGFi5IaJM02cUeHyR2Sh2TiZZNZORxBra433stJaTYnzswyuYk3S5BVBJUAXjMNZzxbcryptllhcp3Whpv2TCFzGgSYJORdaOowcz4wUrmpDd7VFKja7a6i+erYK6jD4zKSwlkDR4qLXdvYW/pOZyCrYPPVr2V5l60AjkYiKIYsHv18SkVHt/XYysZMDVc5N5IOJlTW8vr5ZVknZH+2uZyupJWOCua6cEUHhMAZiDOQSiAIrrZ2GRCFzwYpf0R1BgolkU1ys2irORKUKGRJ44cFq60Fw4xu6URPsWG0yXYEj1l4MYoEvz81/87zcSaGhsFILFEusCbjw90wYiCnD/DQUsSBZxSkq4byC0BosWVKv6HrUwVAGSMn+O6s5qRT/NMpQLMncoyzVKCD4dRqooCJLWk05psx3+YgJJphDiCUYD0vDExnYUukp9k5VjrHO5O15ukdb+pirdpOQTHT6V6B6LR7BT7Wb8mM/9hb/57/606xW7Ye/4HfJ+jgyb//9b/VFP8nvfNqXdFBxncUzR/OSO3ChK06ysD20LNue4nOi/Rh4SOJaMxvdspOJtZjqRs36TTHiCJmurYfqqt36ZCwzsdKGQar/fPH5hiPKfEeu7aPKpjJRcNMf7N0lu1BMd1Fs1mJcrshabdPd68QpiW3JlGAhcfIH0aoUazpJCIy4qEDdqDSzpqEXEwzOvnHYnLHwmAGZH/xAVdDZMrIguIekcfWQeh6YN/AjOtZFyalqG7YarV4inojMbVOjY1S+ZqsBKebyvg2FZey5miLfK4GnWDs6FEN94tdjQZiBUxXBuXD/SNPTLGTnNlqr3arwWl3XRtQBWBJ43yvNVRYWQXiDRA+8j3CDUtRkxnqMoxY1ECksJXlVk7njKNxVp2YmWH3kcj6/KtXi4y6zk7JjLxzblDFEiio5W5eh8fdeEFhr4B0mXmPJXm2GDgb0sQrc9IDt/ots7Cmr9R/4te2luIeffT/73N0ANo4o1TpjtoA3YGjMQQqDDkwsvPkZ5wCzwBSLJrUEVbw9bOAvo5VUykjx+62Igpoma9VLnVv1WrHgVV6iSul7J0Stt2GtW2XHERk8ApcY+Kfzz1FnpktMhcfk7Woy66AXSRR6Q4CKJUVoJe/X/arWiAHRUl2zPtayxLXe2zhawO60KIHf+/te4X/1l36K3/6Dr30Ld9N3fn3De19E/qyq/lsv6o1e9Ot9t63f/o9/hklwiLZlkiKG6rsi86bPNLIGDkOgjbASu5mq/JRwtF6qD1uFe2998lMBJtkrOrCBN1gAWmh0MIArjDgK8wM3ulQqBfQ6saQxQq+DNSY5PioASQ0qfalrrjhg+pUmPTYUk3QSEZv3aZ5tf2qb0vC0FbYOWbMj3pQk9pD3yDyV6TBVoFZtwx8p/vBXd/Ba41XXh6ON1QdbzPdDpHoGX6vLQNKKKgzHrFaN+yUKawKfDYl4suNrd5GzmNkOkSTK964m/uFdw5HHZmdsR0a8XbnSxIE8z6sa38irKpBVI6bHKShbtTbZCYlIpMOqlTZYl6ER2KiyppnxrxOZIpkdSiuBTlvjqqHsfVb5wT3uSLqfjYY+ZBM8nuVvvgSrnEY10NQjOuc3mnh7ipGsgTYpq5jZDaYdeoMJY9eZYVTzeYzOd+wEDmr3WI8BoBJHjc8dhcfsUIS1tHPrLnvQyFqsdg32aQbgjMhBrKW/J3NBw0GUJUeRhgHhDAvuVdfTnqfiFaIFjp7MgckQqP7bnab5VFo3wirjiWm2tOoEVO16V5RtnRevwhEvMJbCQqCRidsS2cIMtjqVCgwLXFNYegJo5yWx8t7Au+xY0TBglAeF2eKp2hDXuXHlMX/cgFgftsqGFOD7fuCc/9vf/q+zXDUf80W+O9c3Swh/AniRQexFv9531frKl29mQMmIUSeSRvaSHUzQMo6FFAOHIbJsCjFk5p6pGkl87fO2Y8sGBrFaqKrUI9WmyeyEqsxViztMqLWrzNctmD5jHZL4qjWtcdSM+G8tOadTSJkDjOASXGrZ4DkdSwncsecRKzYO+OgpRFF37qgTR6s99xSS+z4eghnaVoRr4zJhISharM1q6iYNDZgdExOTFBoCG3Q+R9UY9b4A+ORVW3EUoz34VePVvjYYg1XGnUZUrW1ZtNBqZCMDv40174Qdb4nyxfMeVeFqk3h4cuDt3clcfZlaiAln92QzqhVrJSeEtUQm95er8Hfz+SssCCaSjglTG7VCWQHnCWIBCRVIZG3q0auUyek6eypnLIMYG3Ev3re4N9epQtbPue596LrfSvs6jifMGZOKcUEzpnh0VyaWJG6GwGlSxsnOeRsLKRa0KaQciUXZKwxq+N8bjE6U3PV+kMwauy/2ZBYOzDLJvcitN+uyKFsdWJI4YDqnAUvQKv3GHFQMgT3IZC4Z2Hy3wcTlXyWRyZzTMnEUtbBOg3p7Wu4JChigqXjSEbQSNo78u8aBQ423bKsY+3Dv/BvAySrtXYEgR3R0r7DXYBQXtbbnnmBKWX4/L7HRwJHqZFdsoPBQF2xd9crzZNPCpQp8GIo0eO6QvxEy5husH/39r/IX/u2f4Ed+9HMf7xc+JeubBUURkX//Bb3Pt5KDfCrX9//wQw5iRi7Foc8TEzvn920niDHQFiUEeLxLNI1yi4EwOg0zxr22A611Ohm5XuQDJ9AeJNtsTQAMKiG2QUCNG6iMLLFMNFckgL+2Osihum4fsM2lVql4FRUVGjWLqVe82up87jLISKfRwQhVC1PYYvSSLNYCs4opIiqIGBhj8IfV0KhmNzOGCSnJ53hGEynArVdhe7LRVKggIVv3K9vONyGRSjKvyisVJWftq0otCWpczLUKDS0jBhq6Cjs+k5TzqObKsWlJAsuhYyFW9Q3evhrIRgkQ5Y5h1pJtSNwy8JCOIsoVPab5OlHEkxLNztm0jS4hPCXTaOSsJk3BKon9CINm32AL5d48aBAYdUSrqPNzT1wRm6XWJIIP+Znn1/2Z0DdalmDYfHMrmZ0apSTlCEOhQYmipJRp2sx+aJgytEPkTqt8m4G0GixoRDXk5sGbfDWAFawitfvX5OIC1t48uDN9dFRmcfUn9VZkprAgMXqgEg3cMfKqLLjRkUjnjW27m3pvwypHYvvgCOKZBA/gnYYKr6lgJ6vXIkknkAhiFlsXgkvYHSvy0Z+FJuhMhm/SxN1oz3hHnO/jEUM0WyJXOyw2h24Rbih+XuDKJ94BDJ2sVUjeq245Vnr3n6EPWz/wg+f8xb/8h/nhH3njI+6IT/f6hkFRVf/Qb+SBfNrX//fvvmu2NLg6BWW+1QYyz4CQA7G3lsVpo0xZ6FS5IPGughbI0YJp8I3dWnvWerwPmbYHNM9aosc8tUr9Hm/xxsELphahLoBsrbcGQ0qi2TNa41nef70aEDs1fKo5umdOaZiI3DEwaiFUbuVc0RgMYo/RBbLLh11xoNNAIxbSLKevExZhRQLFKRum5nJB43qZJmBW+YUVOTe7sQXYF6vAjB9mjuE1N4/z42+t5ZZIUlirsMBc4vYIj7ThNBYeLA3uMEblrfOBB6Xw+G7tqLs0c9iKX6M7xjkxiRKJaoHu2mkTgnBH724GNl+rCNAdEyfSUtSI+fssTE0hT4FVA/spsKVyHA3pKhhdoJpF13Yh8KH48FyFXu//+zdZH9lCVSezY1ZLxvsrDER2KqRJkGSftWsmQjLIUx4tKdvsYQmuK2oz2ZXfY7vKFPS8YCBTfRL3kvmabJjEko8B0+stWkyv1e9Ba81nemXuBmSCu8FnFsWk0b7ICQbWsnNr1bjJGPY+ty1+rreMDnQ5np3adagntiLKa2u9YET1GozMt7F4XeugMVGKg22KKocxMAicauSAchEELToHsYq2Dp58nmhiHQvvZ2gwj0JzljEht6guEO/H1GD6sua9aOd+fuiBz352yd/+O3+Ki4vlR98ov4nWr1v79OWy9YXvfzAj8CCAW8i0Yg+XEfFtGN9EOAyBJsHlmLjSyYOTtR7FZ351JlfbX667C3hW51ZNDcIJkUpGr8rzUU1RRYEFhois8mZgbcbO2yjBZyRr33Jtyzcx6xWJToOLdZs49kDhnJb32SOu/l9UyUERrXMbh474MRsnqVI0PigVXFQduRdBTPpr6ZvjOcJ7FBYOhEgS2HqtEzHZskmrKHithCpU3DQqq8ujwYIsMWidGlBBMA8cKvAGiaYbIBYetEJJA//46xt+4cmCrz7rSO2IDIkuKLtizgwFceBMYYO16FSLI2RtU1xJ4IbRt93siUKla9jmHxSuGHmVliXweILPBEuONmrCAnvfuaotUAVPzUHuo4LdC+7ZiB9H5Y0Oqq5OY2GinwKLpEwlsgg9jy63lKcrNj2cJWWcjHixo9B5kNhh88QJoxYhYkIBYrQLAc5puZOBCeWKA2tt6KTxxNSewarOtCLSM9HrxBAMMDYwMUhGtOMdDpxiwgmCAd1UKqBnmtvdI27V652YjM32q5l34XgfmkWWBb7Z7FmsKjSUbL0nrS3bqnFyl8DehTgMaDaxkkivylqsUzO51dkJ1hkZtPCUgXdy4UYKJ9owYC6WSSJZB0IwvddIpTvh82477mUj/Bv/8x/jX/wzv+/F3iCfsvUyKL6g9T1fvJjtaQY1nmIQg953BHYoa41MozBOQorW9opi9IgzzIU+erunBsSKbMzPBRGrdWxusZthJepi2sFz9irFZQCEhiMpGuxYDy4T1Yu5pN8x0mCea9UxrcFmPQ02DzslMRC4oafDHLZbAhuygVnkyNmqPDO4F9yx9xMyjQoN1fLYzhnFNqALIop52RWUOx2IITIxzoi3GXcq997HN57Wz1tSHI3o507vHY9vLlYB2yR3GwI/sBy5U+WkJJbLnl98FulH4WFSDhO8PTKDQmxGU7iRkaoB2nCsSXsmgsAGqwwf+3WuVVZD1bC136vE+msKazFz3jxCS51imuZmJZELx2TpQwPeR/XFPurfP2IlxY/bPAxXkrhRUxVFAxfBksJhEPqyZj9MrBdKP2RkjFyIslNhhXBH5oGnKr3PEvcUs+3yevzAxCiZHJyDKNYZMcmz4txg88IMXi0dmJzAbgnYJBONRtNj9YbqgpYD6iHQAntPYdDMELL1KKSmAFbtpdqqVcM0t5jTjUnROXxHYIVJOk4oPeZRU5PSyoHcYq3bOyYe0HCj1sY/WRSmQ6QJaseuQnVKSRi9ZB+E10LkvVx4RQPvU7jjwKkGtmquOr2PMEysQDg5S/zrf+E/x5/4b/zIJ7/4vwnXy6D4glaI4i2so+RT5/XJRiZeUZP/PWgiUiALEoR3SuGExHv0JBV6zUSfmR1VOSt8++gPWDAd0EHLbPqZvJViv+VcQK8WMyY7NtYWm5eekwexoKYoU3lyVfm/UQukC98KTjBLK5tvxPm4Dkzz566g+SO9ng+08urWDt40VattJ8qM4DPHddutzb8xcErDre4Ijkyco85z65g8iKMvjw4IR59Hq8QT5kxyQuSURAMs4kSflc+/fkMzJn75vRMWD5Q2t1ysJv7+u0sekuZgjVcvHdYaXhDYS2GtlqA0fi6P8CAHSolv0LgxrUBk5FxN/mDClUmKAZ82ahu8ba722Wu1OK/7f5Hnvv6wwPch5++bxsj7Fan/vZ2b/RWmbwFl563/Qwl0I5yeDByGwLobuL2zBncISiwWHHqFSwwksvLEzlRmjL95hyGpWwIbGbhi8PcVP5fhKGiP+U+Kl9ERoVNT/pzEtGknn0MuMU3YZzJy6vfJ6MFxwGzKFJhk4ihuUeZ7KBJZ0FLIVIF+ez6OzNRZpF2sY7LHhD0GT4EnP3cDOneMFDiPmaRKkwoxByY13VSb49qz1iZloYqWwrXajNW6LMJ7cpS96xrh5/6tH+O/8id/mBg/jpjZb831Mii+oPV3/pO3jTfmfw9AUZ8FeosyY+LYAaEJhZsp8ECU9yje1qgP5DS3TiLB23Fx1tNU37XqBl8Nfy1Myb19q5LVjbS7R4zI7oi8CqYpQA4WrYLaDMY0OwGpQtQ1sNhaE7mRwaZ8qt4KVNd6tNet8l8fWPd2XMEG/QlD6wWC8bUUb2JZ5rzwoAHmtHDQzEKsbTl/2Oc2avycVBOqcO+tEzZfit7ybbxVeyCzQFgDTSwsZWJ5mkk3S6Rf8OS24/xyx8MUeZwLo1+jg0MdJjJLiUwYnUNQnxmKy5cpoxxl0aReSDIHLaxoiN5i36lt5G+r8grqZrLm5WcAo0qtcO2UD5sTPh/APmw9F/0+Vmf1ud+JVPSzoT63WuXSo7VDRWgiXG8WrBY9d/sFSGC9zOwPMGjDMitPtPAGxrEcyayDMBRTQTWaT2DSwCRHUItpt1YBakNhmkOFjxAw8b2EIaARe8YGxdM7m1WuxDwpD37PZBT18nvQCULVOZWZQD83jtXaj4kqcG9oV6NvVIukI8m/Br0DR0m6xu/2icIDEnuK6evmwI1MnGohRiBHB6srrT9z702ZFDPblPnR0PL/6Sf2XuX+5D/7RX7u//KTNE3k5fp462VQfEHr9c+fzFUc2MPY3tutTVg7MKiwDkqfaxUY6Y0MQfVi9NDnyMniD6FVe/ckPqn6j1EafzALYQ5fuAiA/YLN2iw4w70Wqhy/DlQvwUyPof+O7oc1oNgG0CMkNfxcJ5FRRxqpAsz2swsio5p7e9avr0COcH57XdRacUtNLLEZ5uCvZtWqt1mVI5fyG7ULa5D2armiXauLSBTloBOXtIzAlpHXaVkG5eHJyBsP9/zK43M+ezbw1oMtReCLpz3/8L0zCIWojROrbb41yMRjejp/8+oYYTZG2SsFoeqjmmqRomqIysrftHksrKRK5qlz+UwIu6c6vteuwBEUNc8W75+H52eNH9EmVY6I3o9UOFGbSW2YeMSCAVii9GFCiqKa6Viw0EIcIsukNGNk1U1oSmx3iTbZDG0siS9EM55dI0wSSZLNkFoEyXZsG9xVAgt+EROeqB+zYC3G4PdJDdaFhp7CnVtcmzaQte6zVHRm1fC1ANZL5onsaQlsfRZsT1L0maB1MGoPoPGBw9GH0ZDNFTC3l0zyNv+OQis2bWw8yEXcwkrhmpHvDR2/ykAswplGOoFbtWpyAaDKMijnCu/EiUdnLd/7r/4O/vyf+cdoF59uruB3cr0Mii9oPXywOm46anyjRPQ2mCPgPKSEAk2ANhTezczw+khVuqiBdJpzUjOJ/eBGVVVJBt90T93jzzaHWmmpo9TivZB4XB/cQ61NK/MjbcdhYBDTm1xyJNQrasLlmF3OQe4T6au6hdB4Vj745hz0/nvW9uYxiTCelp0LcyuwKrEBTrThSnqCB8YPfJDnAmQFNSSEqEeafUbpNLJSk8qbyDxkwanAmytltRjYTvA7vvgUspByYF+EX/jaJV94tOU/+dVzrpkIjkE9YBZZZs5ssmKRMLecW5/F7pi82g8gR3H34nqYEVMXGikcNHsQMCGwQKAKsI+SZ+WiGXX7AlZN4b6V15uAC+fWrmhdMNvE2x/ScavZ9DgVdGxoknLZDRz2cLqcGCbYTZFFk9n2iWUqbCbhJJlJ8xfOJvo+8Wu7lqziHEO7hkuSk9gtMTlo5gwT466tyw4DmtlowBDGPdlsnDBVoUat1WgKSviTcpSF2Eo988drVq2kKl3f6v2CYKa/1p1woJyPKSJCUQd+BeHWzaIXBFqMK1wF9d9iyVXJXLbKs0HYREOkaxC64jCrVPjtf+xz/DP/m9/P6nLxQu6Bl+tlUHxh66LelHpU6KhDfvGq5eCzEhAORZxOYHY4USJBJpJUa6QjUKYTG9LbHNHalXXV+Zxxo+5x78CH8TK3Ikc+SMOuQBjU2nmZqt9onKejJY21qjpMauoBiRsKPT2Dt3aLKKPmub/acETGmhhxJf/jgsE2SzETWwNQoLYpnBIdrlBFsSwZMP7hxIV2HCSTcybHD9nC5/aybWATVXc0gjtfmJxaIWjmTVqDw4siaSKVwPe/9YTtWOjzKXdDIB+WvL4uPHl8SgCWRO4wx4GDGMBkT2El0T+3qa8e7Y9arhhImDh0XROmcjKpWU9ttGftktSVC7nTo77qINZ+s4BomMaoxzZ1DWyVuP511eI3WXVMG3zbv/87Hxos/RwPZJZ0TDJ5pWkqPV/THQ9Kx4VGx0YXumbiMCSqE3zRSBtNkee8HegD3I0BNPOZTpFm4jQqr+TIVw/JQF9Ek89Taz0utQGBO3omTM6i6onWY2xECDR0GAI4EEAM/xkkeP9Z3VW+JpwRtDAGe/aM01erRUE0OI3E0K2To8iD1OfPOgPZ73tBaL0DkMjsxWhMkpUzkrfYAw+ILFNGwsjbObOI8LQYev33/bOv8Sf+4h/k5NHLIPjtWp8oKIrID6nqf/aCj+VTviIU06ysw//o4ekgplei8wav3oI06S5RB+nLEWmq3i6zTXS8p6N4byCntRoqnmFak3SkCny7lmfd7XheyaTKPstxR1QYHCQyebDKnvEmhBMCT51yYGHLJjCDB57KODSuInNoWxGNy2hvYVWhHu2A6uyv8XNRKSZ1i19jrvN7ClfS02MO8R+64deP8tyczbz/jl6RbbXXQViJsE6FXITTiztSW5AhETzDHwOEouRm5LV4wt/PNqPKgptAT+Amxi1WKSaRmUiedaSR4Ejh43HWtqeIJQuVf5pC4KAeoETpPJgPYnqn6tdzxkL6eRC17yzEZqTfKCB+WJCriZX6Kx/vm29cPS5gpk4EtZamDQMERNnIwGNtWLEgAYe+ZZwmOz8RpgwalD4rV1OgQ1gn4UFbWLWF7T6xbjOrtnDSw50aKMw8Ce35GLxqX9Ow1pYklahf2/9KBS5tMGWkXFuVHp4jDYrhAJInMwOFNQ1XleeHwdeE4GhsS1CrTGA1zNV7fwSIHnTVk5eE/TfW5AObP56SeF0ihMIkynKV+OJnOv783/ov8upnz77BFXi5XvT6pJXifwB834s8kE/7SgnnOB0JtYK3eSTRC2w0E0iccjzxz7SqwESWJLbeJLP5ZNXwZDZaLR8yIxKqIbDB9quB7P2Z04ipfdRfQ6uXRTkCFfRYPY4YpWHElFIGCmi12RHnbFmmHsVoyJX2UDeG6pgOxl1ceLCodlAjheKAEttU7JgaEj2mQZkxHzmzyoEzEncErv0U3Kd8zLuQHANirZrG+fVts1ticlemF2p/pGRO2xEpia/+2is8evgM4oR2RtgoY0BKy5PxuO3tmOjdO3Hy9nFWmy+JVjiIKdsk7int3Tu+KvDcz9J6maoMtCDMhO6aNE2YHVCQDwI+kh4l3AbNXoU/d24++PbH4Ki2Sde2Y3WFuD8n/7Bl6FpLYDqnRgzYHDUibELmWg+cqhFObgfltE02Ew0KwVRjLhFuRqWN8Kib2OTIskx84TMbvvLeOQ0TQZMjo4s9B95tiESy2jnbMnKhLQHT1RVXWqrOMw3B26VKEZNlNC9BZVJLKge1qWARZRsMfLX3M2YdiyMvs/E0d9DqwpJmyk+QakRtykUdBiKrrdisNko4+HA8Iej3tfwP/u8/yYMvnH/EmX+5vl3rkwbFhyLyZ4Ffwaylbl/gMX0qV7VIWmrLJC47rbgNzRGSPVHoMbiFtTcDLYWgwihu/cMAcvT582bNDOr4QGXAUaWluReSbVmTzWynfHv2WdZxDH9U6xeMP1jRnwVFJZM1UPynKmDngKnM/LLssZYb878nP5ZahdUJ4VJNQq71z9SKqeEAvskFKkevvn/rFaLpUFpg35MRdYWOuVz88KX3/tX4fcpaG5YaOacBNc3WncJ5EHZD4s3Vjtj2rE72/MO3H3GyzEx9YNkVwlVDGwRymBGlO5nonY9qtkBV9VWc7ynsBJa03LEneIu8VtYV2mGz4+xVlgkOWNJj90p1X0mu8t0QmNTarHs8IFMrGnN4uHcbfOhpqglS6wGx+gBW+sp0r1r8sCVUoBTuL2gJofELjUt5E0Yu88CKyK3CIgeyCk2cSE3hsjmwSEIILSXaOX1ARxDh8fWay9XAYWjmFCsSWGrggLDCnjfVxJ2MVDrFGQ0VXW3AGutcrGi4Y2TC6DgqhtKs2WbVXS0IezExjo7EgHm/WIJZPBha8tBqoMVkD4VjP0a9Es2Kz5sF0Xv9FVEuXu/4C//eT/Kj/8RvLv3QT/P6pEHxx1X17wKIyI+LyAVwpar/zxd2ZJ+y1baJtZpRaaNQs/dKylaBnZoe4d4DikHFjaEkqjQagYkSjia/dT+qvKjndSgrgrNF2DvgpRL/K2600ejzHntYj3Cc+0WnzO9nlVWhEfPmW4o4kvMI7hEKj+k5o+Nd2ZjEm1TxALNHSg46AAu0x82qtq8Ka28rF8+6LYRWYWOZXUNsS4wkJjqNtDIxYbqy0YPM8aTMH4qs1QGhzFXqhpG1NDyl56Ha9LQhEUtPEzNaIqU03N2d8uYbT3nv/QuzDyoNAxM7olt7CQdGJrF2l/Edra5VFf/KAEfBg85CIxvM4JW5cjBQlmnmGiLSTHJryQGn2sztzJYAandEkchAYqfDfC1bERfYu1dF16iLVTD1PqoFZLUyimqgr7GGNwf0zNmYHH8x+nWtFl+N/9fmjGUGsgSUq5BZlpFAQzMJD2NhysImB9Y0vH3dUtqJvGv5bZ/dkg8CaWTdWWDqS6BNmW5KtBhgRuhp1c7FIMoFCw6aicBOJpYaQKLXvO65qVbB5oADdKyL0aNkJpvta2CSTBCreCeOVCt7riyNqelkQGg0MYpB46Kfh9Hf8+DPZSbzQz/0Kn/8Z34Pf+xnfzcv13fn+kRBsQZE//pvAYjIuYj8EeAB8Fd+q1WPMQYWXglVZZtEmIWNR1F2bo3TEtmhs8K9BaRMozaHShgI4LgbVSJwdnLyB9cgNj9ZaJwRihYYrTzI3uoscqRLJM9XTQKtbmYGBzcenXkfZgIDmYUEQ5lqnGW2lgTe0wNFqpZjrXzyrMxSUJaaaIks3bB375V0UuHg853O0YCVnL3Hgkr09tYB+YBc2wkdGx3o5bk04fnT463UOiNaEB0EZBq1oxREzVtOU6RNEyKZV199yji0aIlcrLeUEnn/yZIxR05KMHUZMSUX1cn5mZZSzNxBbANFKpdPvFKGQp0BG80ienIUMUFxm1JNHKFPgYVrqUb/XLXaRC3Jqr6UZilV/Fzae473zk1R5tZqbd82ROdC2uurz84GPXY5jm0KW7MJtN+ftRUp/vex3t8iDDJxQ3Lh98YSuS5zOEApgdViIjUjNyXxa7cNnzmZmJi42kculoUk2eUEj94rKxp6MeH0TgN7zfRhZK0rJlVEgtskGfdTqIpBk2WTnoTU9n3FjI7iJrkaOJGGkczOyUGInT/FUNlJrZrfYXJzjVq1H7yD8bnPr/mZf/mH+S//iy9VYz4t60WiT/8o8KeBLwJfEpFfBn7lt1L12PhWZnw4e3CO3oKmLLFVezArEbjzNtPa9e4f+84jGly82x7qKrIdvHWYhXsb7xFlaRdUYN4M1as723zr3K62WCuwovLnFKc6qAlOJ1EXYo4+y7LXrCCBTiITDYNMsyh13TdbIuZuHOZ5V20Jm7NHdPNVp3FoceusSgixY4pU8eRj+6wA59KRdORGpw9v8T03V5xQ5w8mBimcEAjFAsECIZZCniaaJjP0DV03kunZ7y4IITpIxMx/DShlslnRr0SG+XqF+Z2dSC5WwSxoKAyoHtt19+fPlU8ZqUR/i+qTX98q49dpotcM0arcKk3WU6xTIZak1LAqCsG1QO8VjVRHB7Qcj5fg59sC+KGeyucSDqvq4xzsI0Lj91tPZhKbM/da2IhV54Mm3ibzvQjTAA9Wyvs74bSBYWj44sXA37sT1n0gSMdrpweGvuXJpiO59+GawAr7/A2RW8lsZOKyLOjJqCqnkpyID5lKnQcVZaWJngFmlKg9oRXY1WLAoQM9jUa2kj/QpanzyZlKpdFBdUrbCT/9p38Xf/bf/IOk9FI15tO4Pin69I+o6l8XkR/CAuGfAv4m8HOq+tfu/dy5iPxzwN9R1S+/gOP9rl5Lbazt4q21qnxRIe5FlBKUnU4stfEawAJTnQMlhcE3Wb0n3l0fSqtqmNP8QHWTV3f+Np5fg9UsZh6qHKQ60Nct+H4/zDYE9cy+Bsfi9eaAtYCCRkQyqLBj5E4mWjE/OgV3Mig2q+PIoQtqzaaFbx2RY2Azh4NjEJkkk12OC/BgIGSqB97oyNfMhskBQHwoAvX+qtVAxjifaxo3eB7Zk7ghcqGwWBSalElR6IeWft+xXPcEiTRhAGnoMTm8ThOPpfdgEBx7GObDCY5MVLH2aXAR6VYTRUaSmOxe6wmCerWtkhmxh3MvJkPWkgklznPZBmEgMRTzqRzEErF6vyVMh7a2USvJfO8jwqLQhAqDMkvdSIUFmWxgYSJRYSpff34t2ShesQa/Z46BduPdB8Sqp50MHLThhMihCGlqmA6jdVOawl0Pt/vAg6Q8XBV+6VlLJ2tuN5EmQhPN3NqAL2H2Cx3JfKaY7dOrumBLNlSoqoGRRIlq80PFBCpETL1JpJ777C4shUji4LSNA4WVJu/+WFpW+a8BeJga/oX/9u/mX/25P/hSOu03yfqkleJf9UrwAfBzwKWq3jz/Q/69v+Zt1S9/4qP8lKyoR+Rn1SHNPmergIQR5cT1RE00+KgjmjUTJRBUDFbuoJcavoq3LeuqCMsJozAEQMXEkys6rtaM9euj41uFhMs8Zxm81VXnQpMovSt8tFJYhoCUMHPlRpQ9g7eKcAK6BeVZdQTjaSat4AvTisRbezardNspEbZauKQiX2uAzt4yC+ZZCHQSGdTmY8P8Ex9cRyALVCuhjPUO9zrSETmldXm3lmlKRLEJX84F0UQIhXHsePpsxebQMY6JjswTCiOZBQb4CMjx8/pXgwhLPbZVJw8/ZipcGHSag1g9SqPhBCp1PGCUm1iEhVroWQJ3XpktSiRH01MpGHF+48FsonBJxx0DZ9qwZeSc6GIDNYBa8pXuBUSrAN0j0VGk+T6cFzvcGvzSBz69neu911+VorOncBtGTnVi1GQ6pmNgMVkrNcpI7w7zJ+uRLz+LvL7IBCmcrke0tOwGmx+3auLZlyRumHikLQuiKQppoiPSM5LE0k3jyXpighn0NiomEO4Ve0FYaWItJjO3ZMGOiQZDGE+Y1yMCP/FTX+Qv/jt/mLOzl1zB34zrkwbFa+BnP05rVER+Bnj2Cd/nU7VW2hhNwQc2NsMQtlh7r86x7mRkocmc6jHY/R7jKd0UYevq/0mjb6Myv5Z49YYHryMQxza3IoYwnWpglOJwggqmKTPs3jiMBgKonoxzIBUTqy4oWQq92pY7BuMSqiidJDYMsy5rElPsqIauyVtrpkMpjs4LNGqtQfU25PJehWXBuTB5G6sS/zNwx8QWA9g0JZFCpvrfBfX2lp+QD7aW7evaJjN5rpZeClsZONcVApwtJlJUJIwEiRALJ90e0cjt9Yq+D+zUNFfr5wlqc6tScHeQQsUDJ+8YSDFkYgqR1tuuicCABRDz5jgiF73upoYoEbMUuqwzUVGiKucEFrSMRSlhcpPhwlLS/PuKstKGFTaP3DDSaKSEYhdAZJYnswqx3ieRlszgn/S5caKBdRRGgeQgLBMrN8BWlvufSRhFGbSwZWBPw4ZonpEqdCJsxkgISimRL9/BFy43tCWxbpSvXS24WI2U0DGptXONQRtYIjxyc+COyMhIL8KJNiQ18FJSQcTm9gaPqUSk2jC2z3ZKay4xKvNVlKj81E9+Dz/3f/xJLi9Xv/5N4uX6rl+fNCj+3LcwK/xDwF/8hO/zqVoJQzsuOZrnWhCSuZqpaNHoLbDkYW+JSXpNZAuGUjUobYYkqMu51S3TtihV6FQ8k63kDGsL9f7+g28AtVqqx6pam102e2kxlZD62jWINh6cxLN0FQswByZWJG/rHikUEFwLwFC3jdqGO6C+cUJyx4cOmCQzMZHECNSDFibM784CUOQpPVsmLliYxBuF6PPLM2nZ6jR7LNqxH7+aJdLFPSYRejGXgppyHCjkHDg72yKaiM2dXcOceO/dMxaLzHZs6cHhPsWFypnb1SPmt9dWErcaybtQwVV5Dh4jQiMOttF6/4RZsq8A0dt0y5xYqU+tPFl5NQqUwPs6ucasoTyrNqzpt4CqstZEL4WF1jRF2OrIwe8LszwKHzhbdld45XevW1G/KFoFGKx52vhWEjFAU0M18rVjQM0HEwnuDFLYEriUyF4zoyZandgUuFwrz7YLLpMwThNNU5hKZHf4oABh51X3hpETGr9f4ISK3rZzW4IgYglK7bZEsb7B6PdkwuhBqzbxxltr/tf/13+Gt77/4SfaB16uT/f6pOjT/+W38LN/7JO8x6dxLXFyuttHgbm6D2I+3IOjT8/V9BeFyMqrtIHMjsyJNOz0QKdx3gCqaHekikDbLlpDwEKitYOw+SJOIrfN14SO52CJE4cxUJDRK2yTD/7zddnmGDh6/tlv3nmgrw4cI9kbohYsG6CRY1MwIzQUOlp632qrzmTwTWpygEnSTJHIezoSqQbAAwMTLaaPOnprsdXAmuRIw1qfHSuv+1UiHAE3VQKsp7AUZaeZlpaUJvaHloevXNm5GAP9fsVyqbz3eM1UArcYry0hbDkiGkfxCWrtEii0ahSWFnGB9eBUFJtJjmqefzilpBgu0o69HrTigJ7EGYkGsyR70I08PrSsNXLwOfMomY7EQSaqQ/05jcvqOf0A4daYebMUX/TEK3iFZB9BQc2kubp6PE8JqvZGrSOHo1eJKvYZ872Tv6S21tXvB5vxbtUqvAOFSSOtTuyHyEkjjDqxbJW+N6Pik1bZDHCqygKze7plpEH5R3JHR8MrmrjRgRHllMgIs5tK9pliVbMJYp/9iz94zn/wH/1xTl+2Q18uXmqfvtBlIBLb9A+qSLDNbeGmoEV05izi7c2BwimRgcAJyoFAq/EolXXvteHY7qkBsSq6CBVa7h5yktl6ZZK9uqsAGoEPGO3iATL7e9bNLwGjFK92oFfLxKspcKeBO7KrhoS5KjakrGf08yjKgDzRf9+CdiBT/RmNRJAlstNCIzaXHFzxxtRQi1vywGdZcktmoxNFhUymkcBBs4OKjlZXVsl5c9JLn4zS+Cz0nMgCJcmBris03URIGYaG/X7J3bbh+i4ZGtRnaTdMnCJce5VdtEAILvtVpdCFVmUGaJjCTSFKcFpLlVTTI73Cr7Pz8+eW9jmRDjhv4N2pkPaRRiptfsJ8MKMLWVsAbhRUM4nEqTYghTPvJ+zVqnCBeSZ8hF3VBMqqrSpkfT/DqHPHdk6HLMCMmNrOTo4V8IywVSEI7Lz/sIC5iyIexA8kUjjw/gBDH/h+WkJ0e7TJKkr1yn5D9hk1nGviUhqeSnb7M3vzpQNxij8fBeUzn+n4H/57P8Xv/yc//02e5pfrt+p6GRRf4Kq+h3BUG6kWR3WrGcXMVOsmGP0BHxGDv+tEEBN5Lr5ZHZ3QggM7skm0aZkpDrX92Xg12auyENjfq/1qsKtZ+hFpaA3UOvOE2kazzWqQgnjlBsoJi5laPnoVU1VxFDfQ9QBZkbfmcTfLcoNvg4rJok1iAsmdRgKJ7K9TvS3OadgxsCNzSktBiWqb3qBG5t7Ts8Tg9upVm2mdQpnPN3NSMqrNuS5JBIHlUslFGPrW5rI5cbeN7PoWwYA91RTohMCeo71XlMComQETfl/4JS8U1kR2Yle89/NRq3jxyrfy78y0+EiByFLme2RPRibh+1YToUxQEu/0gUuNvKOWvEwh+7UOHwA+nRHZaj3vaq1Mn23i51jx4KPH2XLyhEHJTjmxqrzeQ3WuXYUXrBU9zpZedgzHitpwrjal3ANrKspZSJJ5psrNIfBWq6yXhZshsgZWSzgcoAnKTTHT62UUQmn4RQ7EgLlKqPA2QpaJXs166tHDjn/5//BP8Pt/6qVqzMv10etlUHyB69Sp0sbrqtuK8ZlqpSKuGFL1TBW4JXNK5No323dkx6V2FhSOqTsASqAjf0Bcu3om1IBGrToUDmKbZJQq31bboseKsNYF1qrVefaiVB6jbdcNiVYTNzKwwhwLTunYYaojE0oUQ9BU9p7gRrBamMToIIVAKOYen8Sg9SAsnMoxirLQKjRmLdbsf3tEy5LA1oNNgzCVQk+kSxZuWw3WMvb2HlKrRpvZWau5ig0oWzKfT3C6Grm4vCXnwDC05CwsupHbjXB1sBaoBX27puqgH6vqAtEDh6IULU5BOSqbFLXZYys2A8yz5J4F7wqsqXcOVLcVcc3XwmWbaZpM0sDdIdDqkdA+W3Uhs2pRwHwtsypLCY4WbXhG79WfV9V6n1t5hNSY/qkp7kz3IEDVuqnBRB3O6ThQpex1vmetQhZHYBvqM4rNs636t/dUMo9VOQO2wDtlgr3waoicReVuF9iNiVwsWXpKYZVNzOJV7z1sEG5j4cFnOv5H/9t/mn/yD3/p4z66L9fLNa+XQfEFrvBciKkCY5MqRWoLzzYh20gie4wkXyh0RE5IfFbXBIHHOpKkVltCUts+oliDbsDEsmtFdpwj2tSsYMCaSYrTN+wIW605faDyI22iVahzt9pSVdTnWyYCrggX2rInc5BjK3RW+9cyoxAbnxg22Iw1qzuj47JoHgwGn3kOaudAVT1xsOrDwDbl3gzMNGVr1bHDAlCn0akImd4TkZ2Yca+KGf8GPV4dxeZ+AE0UQpzo9w2Xn7sCAof9kv2h4/Fth5ZEz7F63Vs4NK1Sn+NO/roDIw2df4Zq8CwsMU4mqkZB8Ws0eMUJ9wBUfk8psNbIEuFSAk+HwirBw6ScLwpJRh4fIgsNjGrnLoufG5eCi+qNeA0sJXJHodNECh7cHWVcLcbyB47BZMt2/sntO7jx7mT3I4ktg6NYxf/dKuARZUl0FmQlbdh9aJ/frsYp5vRyy8RWR96dCl9sE096oWuFbmqIsXBXwpycpBB4Iwo3i8y/8jd+nB/88e/59Ty+L9fLBbwMii90FYyPVbP9LPbgR7HgFDUxeou18S2oobDy9lEbJq6KcaL2WuiAVUkcQmHSOsdJTsw2WHx1KKhEeaMw1OMxasR9LegKQrHg5AHRW7XW3sozN/LoemFctA7hnI6ewgmRrMJ7suNcG6NYMDGKVYBBi2+YMOFISDFxZNtoxRGII723gytiMGAk7Y4arKH1FvOpf45zxEOlyaptgdPcsg0j1oCdGFzWziTO1BWHjmLtXQk8YsGSQBtN7rlpCldPzmiakZtnKzZ3Z4RggWtbW5gEf2ebI4oH2ygmwl3UdC7tetmVGdVcNEQN+DQwMXqLOeLIHJW57Vjb29V+y9qNymsSaGnoJJPiwG634BJhT2SjRlDJnjzVi35Cw47MioQ6F3bD6CCwMvt9xjmA19TNguXBa8TG750qm9d5Y3TpoXBLpvUgWlHSNckSrdxdWGoVtjDhgonCVoTifNmOxE5Hrke4jIWvjsJrFJYlsAMu3lrwX/3zv4Mf/9kfQOQ4d3+5Xq4XsV4GxRe4WiwAbO/RJo6egvbvaG1qKdeMvE5iReIa5Yn2ZArfqyu+InseMxK0oIWZP4aYvHSP+vwNgkT/d6usGsxA19pw1R/+2Ie19pcHxhlw401YPYJ4al1QPRVPWGK0i8iOkSWJcyK3jj6dBaxRihRGjQQpDK7+YUHY6AqVdhAQa7lilIQlkQ3jzH1cSWKvA1kiP6QrqgP9GpPimoKSSuA1Ot5lYKNG7K+tPGtZBm9V1kZwMTk14EZ6RNfsJ6FkZcqR87Oem+tL+mzk9evtkmcYeENEGD1IVMrLNGtoWjBoFRZOzLDrIbxKw52aBu26tPSxzGhMb6zP2rT3Tr41liXQa6HVxKiQDtbC7aKy7gpliPQuIaA6stAAYq3sKvB9QsIAOC0HPfBQFrzHgeihDzGqR+VfKkdfT7t3g2NWj4CtTOGUjmrbvMTAVpbEGJ+z8Wq+diZEDBK2RzlHSQLroLSq7Ag81pFnMoAKb5eJpiz4wsMlf/Bnvo///P/499Aujv4uL9fL9e1YL4PiC1wG0TcZqjs5Ok5USWfTLI0mbSaFpHAlmVEmclHe0jVfZccYet7QdvZ9m7BMvpM420e1Ypl3zxHpWAEsw71q0fpm1TfxnvQax+NzQKZB6MXUZ+4rxFTBZ/M6jOyZiEQ2DAjCGZHem6+ZOq+zVzel0eMmW6vBIuaS0VOBIeItycKpNOyYZtPdThKnKjyjcIHRMrJAGzJLYa4s22IO6BuUhUYKI6HSCzCU4wmRkcxKTWP1TBeAcjckus62937fkjOMfWLfJ/oS/MisUiwipnEiVuEdySqFrIVL1iywdvNnSCRvnV4xckrilsE1aY/t6sA9V4uaqGitFCcaWtYEHsaJN1/dcbq+IxIZ3gm8uYyUfeKXGHw6q05TiZzQ0Bosi4AZ8nY0DPSsiNy4tk2hgFj7tSKRUbtGS2k4MNnxePdDURbuXZK8il06ajqLuWwoxkcVhM67GVlhw8CbLBACRQtRMD9LKZxq5J1Y+O2/7zX+3f/4j77Q5/Plerk+znoZFF/gOlBmWHoRE1OGCjYIbscj9IysSKYCo8rnUmCHEDTz+dCyUWVQ5RGRLYWNOqhEARG2OjFqYRcmOqr79z1RabzNJcfKrQJN7HiqtNyxcrxfpRyxiEqF99fqsFB4yNJc3cUqiRtvBdZaTLA2bhJhUAPDG50ieFVl1cvkwBQzss0sCXQk9mQWJIootzpyopGWwBLlBKENWNu5VYZslUmehDUNtzqCKssQ2TKZibE7FpjcWJ7nruLBeyRzFmG76zg7uyEm0BKIsTCMDZMat+6OzEEstO9lonI4ATf8hQvtANhR3OXDRLxvGXmVhq9Ib63EAqsYnax/dK6oq1ZnQjCeqsIa5XteOXCy3DGWxKIbWC0n3t9Y2mKIXKvIejILFyoYpNDpUejb0J8Ne6lwKqhWZS1Hvd3JdUFH15i97/9YPear4e/KGuRzm3Wgtk5NjCIiRBWWRJZeKV76sZRGefP3nvIn/tpPcPrK+hM+fS/Xy/Vi1sug+AJXAA64igfm9RfEVFQmmKkPYAjJJTZzusvCW6uJJ5MyFHglRa77wJTNDWCJuQFMmKP6QkyXZNQjdi/IERoD5j/YV7KbQ1izVNSk+vZ4bKhWM1kF00/1zyQeQGzW05AFnqq5/Y2aWUii2jvZz9tS/2wmfKb32m+VwK1zGM8UWozT+JCOx1aPcarJVW8ia5ukGsNNAyEVujSyXo3kXcc6CzdMLDQxibLVgVe1484pCkUzk1SXDju+UzpOaVkQkFBom4lxaBBRunZgtRRGFW4RrhnZycg+ZKo9UvEWsGJBLSAu7m7i5a/Q8lASbZwQLZCVV7QiNs04aqeFIPY62e8XOz77rEtHjo5Yu/trVx1f7A5cXNxxs10SlxNf0JFf3kev8O2ITkkuem0oZ/PZZNafReu7HD0QbUpq3YmR6qySZ+5jPW+AqxMV/33DHkfMG7GHeyME57VqmIXvNcAXfuc5/9r/4ye4eO2ldNrL9d21XgbFF7j2YjoxffVjQ0ANYVftkCaf2OxQ1kQeSaCEwiELQQrnrfJKm3mdxE2Gu77xzck5Xyp0FG6ZGAlOB6hzmzq/tCBlrhl2bDOrQz84z6vZ/rzpqXkpHtmV9i8dERFzfTeIfqCT4MRrMRNeqWCfY7VoIuX4pp/v0Uac3iBKp6YNqiK8pwcAFmqWW1vX+WyAKIWNBs5D4aTLEJQkmWlItI56vSAwaSSTuAkDnTZkCgsxrdGeoxfkaUkUitFLAuwPiZOTiASlP3S8/f4lY7Z29C0Tu5DZyWgB0Od1lW9ZtWfXNOwYOdeGNQKx53SZ2RTlZsjEsSFiUoAbHeaAOCcTWikz6ka6ddYaOFmMvPHojlIgF6URRYLyi9dLPqfWVdgysvN7rKOhUWt5t9hsc0R5QOI9Mr3aLHEWSseAN1lNnzV4lrQQ8yC8r2ZzSqRieC3IF5YuSDFhwt1Wids98sqZ8H/6f/003/MDL6XTXq7v7vUyKL7AdSMTndZGZc3CbTNqMTh+Q2SQiVGVHjio8JDIr46F11pFhoaT1YGbEGjGyGmAUgxQM/nGtcc4YqOaVqq1B22Dmh0uvI6J4q05joT8QtUPkTmQwREpeL/em1tp1MmlBwQCA1XXtcxIypGj+k6df5rHnh1n1up84XM5XBqMypUrLLDAMZBpS3IwTgCFEyJoJqXCslP2h45lk+ly5JTAY0ZWBA7OlFQxGboNmZUmsgehwQP0uTcTi/r1KoFpTPSDIJK5Oti/72ViKyM7RqIEP0KvvL0gX5fEisiFtiwQWlHWXWYzFb50MfHV65ZDDlDgKZEzbRmkVKkB7pPh8WtWpddWCMsI+7sVr3z+fUqJLNc77vIJEjLbAG2JLn9WOFDo1IBBScWtpuyaD540VeJ+niu+CkIqBDXqTkvimuED8n8IHDRz4Uq32QOjYmIDYyi88caKf+dv/DS/54de/3U/Vy/Xy/UbuV4GxRe4Bq8Ug1hpVLxNWcEtYHWFiDCptaZ2RCTDW0u4SIHz0z2Xi5GTVDiMia8+XnHuG46poQhLTfSS6TDQvhH5xfVW8c3PVrY39cBYraTEqRriP6P+3+xh1VuC/hpVHqsKfJs2S2bUzDVuLoz4HEkdcKNONzAvxpZkszv/LIlA77t/5UsOkkGNkJ8FFppQMXfzr+iez7G00CxCCgXVTAgJSqITk8v7sg48INGHPZHAibZkGXiVhqccKODzSUNoPtWBN2hpozJOif0+MU1rxlFgatFYeJonesmWzAgzoCZIYEXj0m923AttOJDpUPo08nBRCO2EUDhHSBHeL0oqyhCq2Hqegwt+7hcEdxwxUYYDynafeHSyJ4/w8NGWd95+hbu98Mq6cHfVkJkQhSiBFuOGarFZagTOEK4wPuAJifdKIUed74fsydyEfbaNjtY69Xmn1oPzJGDyarZF+P0//gb/+l/6p3jjCxcv8Il6uV6u3/j1Mii+wDViHLDkm8qkmKamV1Xmn2hVTxB1IWflPAQugvDbXt0YUGaC87Oedj/x6mnD010iZZtLRp/3BI0sBLKOjOLv7Zl/crBPrR4rbKZaK3V6pG9U4ejjZzi2VisasmV+qTlg7lAGMX7hwcNpfZ/6/xMmWpDU7LOM0G2k/B0GVAkwezgWxYEv5uwwYijSLZnvYck51ooOovRjoG2sxTppQUNgkyfOJPEVtv4ZAteMpsqjVl1nlJUkOg00GnmdlmW0CnjKwma7YrGYOBxabg+RfTZD5W2wSWJ2QFEQcfqKKbNEhFYD1/R8VpesEF4NmRAyMSir7kBTWt55ZjSWdzx5ut86jRzFwE3v1c7LSiJBA6vO1GxUE9c3a4YxctFlfuU6kb2VO5IZyHQSTGtVDPGpwMav747MAqOuRLcBG31GmEUYNCNavLK3VmgFUEk0/uprr674b/2ZH+W/+a/8gRf5CL1cL9d3fL0Mii9wbcUkxEzjQ+Y/1bLJWouFVoVR4FQN5DCUjJSJfmxo0shqPSBMtO2SrplYNZkxR0xm28KS0TQCSYQkTsN3XcrJW2LHQHXklxVsroZWbdVK2Lafr63AY4CzjbTzn6t8xuIzq4JptaocA2ZFJibf1Iu/WMJI46tZOsC22uKvOElhIlBcI3WpgZbAKwSeuTrsGuizcCrCmE2/JgV4Mhrpf6Fm03RCZCMTwZOEW3q/2ZVBMyc0PKCjEGikkJKCBMYpwL5lPySe9g3vktmIBZoZPCImXabYf6t4NggLBwetCCylsB+Fh6vCussM+5GsnVd/ji5Vq6azVHBSda0wYYZENJ4lmc2hIaiwaDISMl2T6Q8tr5zseLI7o3VazUYm9gQuCC6n5lZh4CbDJqYdkNm1JCBM3mkofg+1fs1LVN44W/Bf+tO/h3/jf/pjL/qxebleru+q9TIovsB1kIlblAdqUPskgV5tWhQxaoNqZHQgTvRNqUmB01VBZSJIZrUayFk49LBaTWwP2VJ0nzOZnFZxeTCzp8qSfe5XZ3YOrFBlMrxP7Xz5xm7OFrWNWgEoRuXAEB/e/ixg1k0SvFr1zVJHem+36b3zUGefEzqDeYxTmWlFmLTQSqSqp1Rr3hqMRwp7zZxg6i1bRkdDVk1QIU+BgxaG3HI3WFV1kEyjzBWp/aRVpg02b8v+3gsiLZELhJhApBDFTG53Q+BqI1yrCXHb3C9bcL+XLdQgVr/qiFy6mHkrhTZmHp30DGNg1zeUEthr4MBER6LoYCfAmt8Oj/lgC7pTGIuyJtGIMhVBJdOmwtnZjk0ovPvOQ4Ioe5/XnpTEIWQGJoIsXTzBquEl6m14a8uuiey8+jVFnUIW+MKbJ/yxf+F38Of+tT9I2x4l6V+ul+s3+3oZFF/gUmAnmU5H1g7FUCmgR2XLhFDU3DL2FF6jQ8eC5kgTlYuLnhh7mlZAlMNhQfIoV7emhsots9ZkArPqwSx+ev86ef13mIEc4hqotZqcHBxTq4YjsCYL5tTBsXqpgJga9JjdzP2vyixTdmzZKvdjyYTRR3om1ym1nx49oO80c6mBlQetawYmJl5lwQFljVW+QxY6CSxT4ZnTCg4Kt8GcNgbNTFLMXxDjeZr/n9Jhpr3JQ3ZQJQYIAcYcLSHJiS12jUYx4en7a0BZOg0jIc7SM3HxhwRaCRw0GUiqZAKFZ7uWgvE3k1o8TJgMnYVVa1knMXPijoRpABkIJntN1x86pqmjbQYOfUsDJJdpa0lcxw2igVNpOGg2E2KUS5StiEuueQvdaSBdB/+FP/7b+bf/dz9FSuETPgEv18v16V8vg+KLXEHJxUSilxLYETjR5Hl/8JabAW2iWuV4wKgMXRTKFMg5s1gW8hQYh4Dq5IHGNuXqr6dY9bDxpmynkQ0TSHF1EBh0QqQiX48VojiicYlRIcoclDgOuDBqRlRhEqNTKJXvVuXODU27Y5qr2PoS99uobZ0dOshmdLBHDbhHdmXglIYTWiO8y0gm80iTg1cSPcpSg9lNKWy3DXv3Uzwj8mt64IEmbhlpCfYZqO4TsCbRqXEfzWDZhAzGScgFxlF4dkhssDlokUzvDvL1A4rgyCWzB6v2Ww32uuckTqRwEjNNnGhXE9u+oQnKWQPNAI/VkpZGA3s5EuPDPTRLolovzeRFVJVFVxvOcLIcuQoDB23JDLzjukoB6LUwqOFMlyR2opymQpzMFPm/8z/7A/z0n/tdhHDvor9cL9dv8fUyKL7AtToJ3N5ldjKxUGtxjmotsGoTlZw8PTm3bUHgRISbfeDyvNC0NbpExrGh7TIihRSg08JBLchNmGrK5O3SRiNLTEjcOGI2HKyIRsFVa2YkobLVbOTw5yMazC1CC4wwievS6BEAYtJghuIwxOixgv3/t3duMXKc2X3/na+qunt6LpwZkpL2Ynl37NiOAWdtriQ7iyD27kp27LV3Y4PSJnASJ4iXysV5Fe2HAEmARODGiLGxH0w6dmAkwWItBX4JHMBSAAPJU3al5ClPkQLfNs6uSM6QM9OXupw8nFM9zdaQnCFnONPc84NGnO6qrq6vqqZOnfOd8z/tJhJCo95mVyoL0Xm41gSlLZknuReURCjVvNvzWrgva56elQwoQzI6FVQ1DBthB3VZMeWM5gxoGCXzuEzgXBhJTe4h1J4m+pq5d9fGloWqFkZVRtMIt7C+iENpvO5vD4VJOmZbeJNp7g8PVjJTN8Ji10TGd0ZCXUO/o3xzR9hWrydV64GZ++xvK9OX+bJ2Xs+MrWnWFEVNXlRkeYkAN2+sUGRCT0wQooM9QAylRmTMk3UP88The39wjV/4T8+zcnbhyK75IHjcmCujKCIXgQ3gdeAGcAl4XVXfnVrnFeBdYB1AVa89qv3bHdi8nqDUopSNPaVbEEw8VGmGwzwA85x2G+Hpjs3rlCMLgjU+p1eWGXWdsdOYp1OgPo9n9itHqNTCtF1M2myoFuDMJXOBZuvE0GibJKKT23zbLkrbCceWqbmzmlaqztbfEwpQSjVPt20m3IpBt0k+4kegpiZp8nIOM5djGu+q4AYR08o8ox0rbyDnFhW3qVlGWKdggMnTbTbipwfb8wAAI5ZJREFUfQhNXu82SkXJJtVE1s0eOnIqqVlVF67WRFcLuj7PCzCohE5h2pt10zDA9F1LUevL2B6LGYeqnaebNN9SrydE2JWKrZ0CzSqeWitRhbJSvrnVYahwrhb+RNtazrYf4t4fpHgyT4nQdc+vSBXjqkOej0GELB/T61Zsbwtjf9gYS2UJPAKf+sxH+Ve/+eOsnQ3VmCA4KHNlFDFDd8V/NoEvzBjEK8BXVfX19rWIXGxfHzfFkjDYspZRIzUvECxEOF2DlqsyFMsQHSKMRdgd5yyPuujyEG0qskypq5ymEQZVQy6w48as3VIbQsuQSU+8p1jgPUaMqRloTdtgdyLwrdxhUC1xxwq638eUYaxQFvxlq+FqdiJ5eNjlvGg9nD1D0UzSR8wAtk11xY1h4RmcNo84FZKlpKHiDDm5KLe0ooeFoxcRdt3wWcJRYkvMlxyJSdpZ/Z3VAJYIosoy1puwHV6JMFJhWApFSmhjupytAHiljXUSSe8/NJOz4PJqSWDs87DSCOTCYl4zGBUsdEqqSnhiZUhnp8/NYW1JUlQkhcLLMxAlqR0TiwDYo8UYKCWjW4yRJBR5ycLSgNtbJYjQz5Tvee48V7/yIk992zJBEDwY82YUAdaA9WljOMUlVb089foN4DLmWR47g4EFDm1uSCel8CVKH+sg0d5bc/aSb1BhZ1SQ52PKMqPTEQa7fQajgq1bPXo5fHNkjXJL18FcwJJVWj8j9/m+GmWVAiXnz3RIrUoj9USkuTV0giX7VL4Ls17QhCnDuIuVMlTUXpnHRPzLEkFMjq3NKLV5RzPd+ZRn1hpTU1qxishlzSdGXsAE0FF2SOTkFKo0JP++NHkwKIGtSZqOhTyt4302qfUT9Y7vfowyWh1O82hvKXRLqFLGVmOe58BLMAZSW+LS9PHRaQFtG32HDsqetuqQRCcN6fUaVle2uX6zb/0vM6hThUiGqp29tq5UUVTbELSSq5fZYA8ui7klKWkjdBdHpDNrfOrf/DyLHzx/0Es0CIL7MHdGUVU3MS/xDkTkwj6r3wCeP+ZdmtDv52yNLTGmcu+loH3SVxYwDdO2H3vHlwmQiXJru0OvW3H7Vh+lpKkbdssON0ZeVK97Bfk7JHoktt1La5N2+piQ9EgrV0tpKKeNnu6JWXt146Rc466G0dfreScG8f234LBM5vPM87J+i60fmbnXaJ7XngRcO2+2YDm6JGCBnA5tL0QTDchJ3oQ4o6REyRhj5RkZwi41gjKUmi2pEFEvRRDP2M3oa+Zh35zM5z9z7Bwt+ve8p4LW9t4u1gZq4HmhotIqft9RjtGWtKsIY63o0aVCGQPrKKMq49btLlUlIA2dvKLsDFHJudEIebIjmWEPO4WkSXGLacu0oXZr0pw+sMBPvPlZVjfWH/gaDYLg3sydURSRS5ixWwdWVfWLvmjd359m0z+z6sb0ePct7SW1jKWi0optEgsUE6MB6uFU8+p6mAd3s0wsjbqMyyGdrvLejXOgDXUDRQcGo4Yt34Z5oNaVIPe5OKuDNE90iYw/9RxVq4dsBZ91MlfVFuHX7xvF/jTaNqG1oOZYPIlG9sLCTMKq6l6YqaGMtaZtW5XRdnnH+vFpwwrWbqntop5JonAbtOCZnTd8vAnzfIeqqGeWVii3pfYGwDCkJPdQ7IJar8cO1rkiTc6CPVyY6o7QFxPZvgET4w5QSrP3wKB7kndWXuKCCKomY6c1I59DrhIUuXXeWFwcojRWPpEpW8Pk4gp7Dyhg2cK5zzSrwMpSwa/+x5/kwqc+fMCzFATBwzJvRvFN4EZr4ETkqohc8mSa1X3Wb43kOvt7l5ewZB2efvrph9658dhMjJsfBAsPWjmCTNorFXhJgb++7tqg17c7LHQXyTJlMEjc3l3gRpW4gXV5bxu3Fu7NLE/N0e3QcI7EbSoKrM3SWe3yXjNikGraZn1tmPF93C8rXzx1Rc2DEU1kAmgCbzXV+Deoj1e1odVLsZo8CwcuaEalsEiiVGWZYlLoL2oi2Anr5N6arw4ZW5RkWF1fKQ0dFxjHRb4RExFvsKSgCgvvmiEzQYWey2CbyouFT5PCplr3+B33gAsykiqV1mjaO17t3KzPmNJ4yHRMm/VbU9ousdYfsz3s0DTKqMpZWdmm1gIR8+wzV+zZcePe7RX8u9/9GX740x89yOUWBMExcOJGUURW77V82sPbZx7xDSzp5hpm9GbjSu3rWQ+y3d41/yzPPPPMPpbicHzXd53jf/6P9+5IThlSMSbRm0i04Td5uyHv+k21BEoS39zqspAL22XGVpUYiJJLw05Tt7NOjICz5LxHxRJChbDkIbZ1Mq5Tco6cbWqfRzMVGfF2Pm2B/cQ2HqBMzTJPbdav68kuqkImimryXo0y2cdJgb97jTkmgYY2LGmHW2q9IfrkE/3QtrbR8loSXYQBZlhzP2a7YsXv24xtnk0KdmkYiX2jeYWuKKSCauFlD7bN3L1p9ePfwxJcetK48kByP7xmLDZHOetNdzwcvlf3qRQKmSaGap0mdjVx41aXs2eG9AplpDWdXs14B7qNnX2S8mM/s8E//8qPH/paC4LgeDhRo+glFs/eZx1U9bIbz5vA2pSh3MRKNMAM3+rMx1fhTsN6nKyt7dV/lZhg9gI5meaT8GaN1bElIBO8q7uyg3mQWmUMqsRNFYqsYVzDN9QSP95jxAfpU1MxQFkip8H0LM1vERZFSNT0NGMArGtiqBUibZXfFFNJNJPXs/h8pNJOqykVFR0yF5uz7ho5eyHHDFNKsRnT5KULJvO2oBlDLb0+sqGvRVsUgpBcmBo6WOLNGolbNJO2R4qySUkN1FQmkycZY2kY+FxiqQ2LFAiNZ8Ra9/lGzcPuk+j61myO1wS+h1ozpuEbjBhQsSWWk5t7bWfJnaFVC6Fatmuu5tm2Lb5qYHvQo9tRuvmQpf6I2+MeP/bln+bzH/8geXHiz6NBEOzDif5leqnEYTJDL88YuA3gbd/W2yKyObP+OhZyfSScWe1Nfs/EDGCltcujWSZq18OdN/0mXwBDabil1lEeD7bWwI1a2abkBiU3paQDbKuJfVnSvdDF2iBlmMRYlWoW68QZEgOE9yYGzPwdm8/EP81EAPxgbrL4/GTjdZfm3ZVeft+4Z9r4cksiaZOOxEsv7CFgUTNylFYd1USvPRFHlFrNi76F0vdM1JFvR1F2pKRxgziUxo9x265LuKUj644hQ1a1y5p2sEeTVtbcPMQC2KJh1FgmaQfLyr3OgFIalii4KeXMUWgl7Fqz33a7sLnbbUxabdzJ2fjRJ3nh2o/SW4mC+SCYB+bmcVVVN9tEjCleBF6den1tpi7xBeDqo9g/gIV+ATDJ6hSUjuR0ERbIJnNZ1nk9UaqJTVe+7tA9l9Jv3FaUbt6LT8ehNBRqPRorGpKbpr4bxmEDXWnYUku4+b86ZETjoU+5Yz5Rp/+9Twg1+ZqC0iOjmISDrSvFLjVtk1z/D8U6VCxgOp6CsqA5jZc6rGnHk4X2Wii1yUE1VgjfarIOUGpJjKVi7LJrDTa3mGSqiFDVBWqUFe0iCCUVO2SsundrnmszMW4L2BzmLjXvUdpcolg4dEfqOw6WChP92AQMqFwgQNCs4S88+0H+5Zs/Tm+hOPiFEwTBqWFujKJzzRVrNoHvAK5OF+Z7mPWVKeWbdx5V4T7AX/yhD/Hlf/+/UIGkdvNdaHIK2g4FdqNHoFTYYs/YlAluakmtVnNYoZN5re1U00hDTsa2lqyT8Q1KznumY+GBvJVM6DWJXf9shXfmwBrFtobkDg4wnwj2OSskN7mAgoyKmlobkEShDUPB9URtDtDCqzoxkDVK6dqrOcqi1zoWJAbUJDXvy7bRoD7T2EyZ7xrr4qDi5l08j1SZFHckrEziNjXntcuSh2J3qemJlWUA9DBbd4OGJRJf98Do12UXFTO4ZTJvctpXtIxeOP+BBX7wEx/kV/71T3D2fKjGBMHjwFwZRQ+dfvE+69xz+XHS7e15LOZBFJ5MkrEEk5rFRnEvz/RLS7+xJ7GejI0qpVSgiVvZaFJT2CWjrwX9NpGExBmgI7BYQFN5LaQmziDs0qACXc0ZSM14tkj/gAYRmPRp7FNMZN7aPny1e5ALkzlBQdUeBDpiIm6NKiLJdVBN7WeHkjUWPNHGzGArgp18DtLaPiVyrGMF4N6gmcqke0JrJmdniToFGQsk/h8DRPssS8aKmtrpyI3sLuY771IyNFPKrjSWPIMV1dMoTfI2XNJw4Znz/N4bf5N+v3PIqyMIgnlgroziaWe5nTdS0/AsyMG9op7PH3azhut1msy3ZSSGlNRiyRm7MmLkiThjxlSeMZrrXs/AxpNzblDRI3GORFUJ/bxirImstNq+BfBy94xWp/Pg84d7tJ5Y26Q3m+jxiHtsjRfZW5HJGKu/7JK76ks2MVaq5r2WKIU/JuQ+K2dthGUqjcX6GeYIAzFt2EpMFKF2I7vX4nevhrOd19zWMRnCQEqWyRlQcZYOYxoSmc8nlgypEBLvyYgVMha1g0rNbWn42Pet8etf/hm+67vPPuBVEQTBPBFG8QhZbRNt1FRSek3mIT1hhNDBWksVWF1d28tw7PVu5rckMmq2pZrc4C39xtRpulJwS0tWyVknZwlhqLCYV6gm2k64VsRuXuK2DL3Ift8KxQPRaqUuep3fmJpWDhufE7SZ0L0u7zVKR60AInez3PFSi21KBGWLio77nK06TkFiWvJtjDX5HUlp9YfS0HHDqpN9UA/sJveshVqEpMI5umzqiCdYZEDFIgW3qOgjbh5zrjNklFXo9/S4+i/+Cp/8qQ2CIPjWI4ziEfLnv9c1KMVUWxoa+mQsukGUpHRzpRpbos0NUyOlcoM1omJIxcAVPksPSU6yN6VD2TScpedyZFbacD5Zx/hut6Qc5xQoW1jBf+bhR8Ht5QMwMaSiVGqeX5t004qBtzWGIzdUY1GWNNEho+2bCEKVIDXQp6AUSxoqUZYQej7/CYkdr3Rsaw9F1OdEGxbIGFF5CFrowNTvpo9aeRg3E+GWlpbQIzWNZq4zauo0554u+Hu//Sl+4EceXrwhCIL5J4ziEaKqEwsyFvN4lr0QYDnHexGaCLcZkUSF9cUbUZs0nFj5RomSSfKieZtvq7WmQ85Nxpyn6z0VlZEmekmta7ymyfuJRCVjatmTFHsY0iRxpu1A0ebZ7hlGcGFwF81uO3BknidbT3JWrV4TN9xtqBSUZWDsBrbBtFO33Ei2c5hteYjtjX0u97SlNhEm82Sg6wxZkQ6F9vjO7zvDz37pOb7/k9/2kEcjCILHkTCKR8i5c0uT3wV8PtEbxEpFkSmDqqAAv8VbTVwjptrSGpWcjJGYJ2RqLI2looiQxBJCxlqz5IHKEQ3LwGCckYllYPaA2+4RNZOs0weZUdyjpqERy2xty/Jr9qTtZrdvGbTW09DaVDUkTL/UahI9LCyKauOmMbFFOZFoM+/WjtUulXcCsUQmq7O0B41WpsceHuzBIhNY6/f4+7/4HC//4nPsU9ITBEFwB2EUjwHznxKrWrDm3lXdQJYlilSzXZsx26bC6ugsI3PoJqaUvcazJQ1dD39aw+DGJeJs/qyiYUzOuBaKBCMraaR0j7SWtuC9nbec2slDMgKWaDs4mAF0iW5/CNhrsSSSyFRIHj5tQ8DJFlo41ZViZBLqFTLfS5OzM63SkW+/T8EmYyoqemQuwaaT9lUC9DL4O//w+/nHv/zpww8wCIJvecIoHgMK3uUhMUY5K1DkAipkian8SmHXS/UbsRv8XjH/XlsmqOlIRq2W2WkeljKm4QwJUWEHQRrzSs2YwtBbLjWUrjBzZ7PhwxrGrifwdP2jlW+obXzc1kB6XurEmJtMmo1fPOu2xuYId7V2Yyn0PRM3o2AkFUMaTKoto9YSERMkuM6Ikdg2cuCZZ57id//gZymK7H37HARBcBjCKB4Ti2ph0h5mIMYI1KA1UyUEJhBau6fUzre11Y6tdFmXROESZQnTBe2SWCQxROnRUJPY1oZlEkPPBs29ZMIk2WBXZzzFQxpG26+G0mfz2ixPoS2DaDctdNSyTa2DvDX6TVjXkFY0PAduyZgeObVm3GBMn4xNGTHG6jsrsbVrMe8xS8JLP/cx/tmvfJKlpe6Dn6AgCIJ9CKN41HjKZKfJ6GL9Dvudmk5RMxYYNhmltzUaUVOJqbw0NFReq9jWE7ZY49qKHh3U5/TGqggdbjP2VJ6CM57U0oq5dUjUjVJnNaJCJlC3hnD237sxtc5Q9zrLW46oGfRJAX8bFnVFn9y1aZInxUxk5sRCnrtq4x9pzXVGLJPTYLWYJXu9IC984il++b98hk4nLtcgCI6XuMscA8uaOK9d+mR0kzf2Beo6Y1etk8I2lRs4ZYAV7NdugO6wVd5Jo0AYunc1pmZAzRImzj0EOnRYFEhucPsIu8AiGWVTMEz1JF/0gVJt/EM1DSWN1xLueYnV1FYnHTJUyTTRJe3VXIrNdw6oEIEBDbcpOSc9RlQk4GPPPMWX3vgpFldCNSYIgkdLGMUjptPAer1Ah4wnJNEX6OQlC12lrIW1pPzRKKNC2ZExI6+aq/fq4CdhSPX/taZBRam1YYy1OtoF1rXr2aAN11VY9hlL69VYMtKGXbHGS5kKHVF2DzufKHv7Ywb6ThmAytN4WoNr379Xu2ghYJvva7xUoyMZt2VMI8oTH1rkt77yOb7/uQ8e5lAHQRAcOWEUj5hFzVnWgqfIWUrKYrdkoWt6LyuLDX+21ZsYjk1KRlKb2PR+RmrineGi4nvh1QKh1Io/YshZumwD5+kypGbo2akLFOyKpavUWpNhQuRZttc+6sDzim7xSpQOtYukMZlbnM5tTeyFgHMRUPMq2w4hq2sLfOm/f46nN1YPcWSDIAiOnzCKR8yadumgnBMoUk1eVCz0RkhSbu/06CZLlhlQUwuUMj25934SVmcoatmqTVKqxtYvVC0zk8RtlDPUbFEx8qL2rjfy7Woilw4lppqzq/VEkg04lGFsMLUeKxUxUYHKO1fsrdYm1WQURWL1iYJf/a+f4wNPn3nQwxoEQfBICKN4xJxrOnyIHmcXas4ujlnsjcmSkLKK5X7J7d2cXZIXK7SGaX+D2NoZq/NrJj0MkwgjqVFVnlQrwlij4CYNJUzEv1vps0oqxijbXuKAWkeO6TKKA+G2uxYlaUXlEnRD9xMLF+juLwhf/NKnufi3vi8K5oMgmCvCKB4xT+dCnzF1Yyo2vW5Jr1dSjjNubmXUtYmED6hR7/wAYu0jZuyHuodo/fx0Uh9YSkOj1m/wtlSUNOxoyVm6LpTdTMKjHYWCnNUmQ9OIbVGWmw430sia+4oerjRDYKRKLsJQraLy/HqXl/729/JPX30hjGAQBHNNGMUjZqmAsxmc7VYs9kuWlgdUZU5dC/2e8s3bSkViTO19CJnUJu7ntVm9IV6Er5N1EkKdanYbazJciXJdR5xngQqhwDpRqMAZCv5Edqx2UBu20ogOMJr6/gMjUBTwT179JC//wrMPcaSCIAhOH2EUj5gsr1hdHHOu35BSTZGXFMUQdIHtnQWkMe1Ok1+bmU1sPbYZS9W2aMppxd+EClPBKVCW6ZFJwxCl0oZlMrZpWCAxUmU3mZzcACUTb+frWa1jeb+HOsvKmcTGxjp/8N/+LimFJxgEweNLGMUjJhfY3O1yphhwdqUm79Tk+ZiqLCiKsavX4Bqm2ZTvN8OUYTSdUyt9r7CWR5mYsawT3GxGPNF0eJIuI+9suEgHRRlT0G0So6RsS0mpNblYfui4DbLO2Lk8h8/+9Hfzb3/7r0Y4NAiCbynCKB4xC92K9QTdXsVwnDhDQ10lOp2abrehalqDmFMxttIK9/5aJRpgYhCTWmi18EIH8YzP1K7ixnEkUGnDEjm7VOzScAZhmZwhGU82DSuS+GP/7ptiWqLeXIJnnj3Ll1/7azz55PKjPWBBEASniDCKR0yTEqsLI6gFKRrqJqPXH7O91UGbREpKaqyTfEaiVJ1kgiqWbzPx3NTbPmm73OYKbRWdCImXAjd15GHTihVyGvaUb3rk3BDhD9PQ6h2T8tRTfX7vD/4GH9lYO5kDFQRBcAoJo3jEfORcznCz5uyZ25xZHtPtjhnuLoAIVa0kSQxQ1PVOOy6BJnBnayeYhFA77h02NKhm1GIhV9OxsVBqTxNjgUJtvvEMGRWwROLrsstHnz3Lf/79n2PlTP/RHpAgCII5IoziEbO4UlLt1iz2R+zsLCCppq6Vbq+kaWBYJjJqMjLyKc3Qtof9RGlmak6xAjquNDqioUNrEKGhppKMRoSmqVmgYJuStXM5V37/s3z4B84+2gMQBEEwx4RRPGJSd8yfDjJWxx3OrNymIWdxaQdJGWXZZYeGkpqEsusC3e08odytQEKss3xFQ5JEyZ3ao43UfNtHVnn1N3+UCz/y4Uc11CAIgseOMIpHTI1wbvU2VV6zM+hS5NDp5my+t0jZWLJMQU5BRV9zVMqJt1hz9/KIVvPUuio2nFvrce13P8tzn/j2RzSyIAiCx58wikfMpi6xNRzynR++zvbNVTq9HYbDgp3dPrvDRInQ0DCSBhUroIe7q5/a+8rZ8zl/6S9/lF//D5+LWsEgCIJjIoziEfPhT/w5vvHOFtvbS6yv32T71jKraztcf+8Mg3HHCvexFlAdSdZQSS3NJrWya86v/foLfP6vf4xuN05TEATBoyDutkfM+Q/nfOjcNsNKqeuc3UGHlTPbLC0PadSSZDIgJ7GrFT3JGNKwslTwqZ/Y4Fd/6yejw3wQBMEJEXffI2bp6Q/wv//4LN+xOiAr+ywt7nL9+gqbt/qgGZsoA5RGlJ+/fIF/8Es/xOJSdJgPgiA4DYRRPGLWPtTnA0sV3d6YzWEXzQuG2z2GZYenfvgJ/tGXP8nK2YWT3s0gCIJgH8IoHjHF2hJ/+PUV+PYR5577KJ/5tc/QXYuC+SAIgnkgjOIR8+RHVviV8c+f9G4EQRAED0A66R0IgiAIgtNCGMUgCIIgcMIoBkEQBIETRjEIgiAInDCKQRAEQeCEUQyCIAgCJ4xiEARBEDhhFIMgCILACaMYBEEQBI6o7tfF71sPEfkm8IcnvR8H4Bzw3knvxBHzOI4JHs9xxZjmh8dxXAcZ07er6vkH/YIwinOGiHxNVZ856f04Sh7HMcHjOa4Y0/zwOI7rUYwpwqdBEARB4IRRDIIgCAInjOL8ce2kd+AYeBzHBI/nuGJM88PjOK5jH1PMKQZBEASBE/0UgyC4LyJyVVVfnnnvFeBdYB1AVa8dZnkQ3A8RuQg8q6qX91l2LNdfGMVTiohcBa6o6rv3WGcub0oisgpcYm/fvqaqb08tn6tx+R/uBvA6cAMb2+vT527exjSNiFzBxjf73ldV9fX2tYhcnH59r+UnxdS1twl8B8DsDXcez5XvE8Cz2HH/4j7L52ZMIvI8cAF4wfdrdvnxXX+qGj+n8Ad4B9B9fi758ivAxan1D/X6BMe1Crw19foS8NqDjuM0jMvH0J6fm7P7M49jmtqXDd+fN2bevznz+vnpde63/ATHc2Xm9Vvt39S8nivg6j5jemWexzSzL1f3ef+e19fDXH8nPuj4uevFcBV7UtqY+rkytfzYLopHMK5LM++tzvO43CiuAht3WT53Y5oZ2+z+Xthnny8AepDlJzyed2aM4Gvc+VA2V+fKr7tZQ38JeGdexzSzL+8zisd9/UX26enliqq+rarvqoXhngdeBRCRC/usf8PXue/yE+YS8Ob0G6q6CfM9LlXd1H1C3fM8Jg9h/c4+i9axfZxm0z+zeoDlJ8kLemdocAP4KsztuVoHXhGRjZn3N2Bux3Q/jvX6iznFU4reOR91AXi3NR485EUxtZ1HytQf7oaPaR3zEtv5j7kcl3//JWzfHpsxYePYFJH3vb/Puu0Y1g+wfPMI9u2B2Ofvink+V6r6roh8fOaB7AX2HjznbkwHYHWf947s+gujOB+8rHdm/q3us8483JQmT7O6NwH+iohcUUt2WN3nM/MwrjeBG1Me71URueQeyeo+65/ImO73lDx9A7xPUsImnpAxRfv6xgGWnyh+HF4CXgS+MLVodZ/VT/31p3cmqa1iXt7H/a3VfT5y6q+/+7DJMV5/YRQfIQ9yUXgI652Ztzc5RTelQ4yr/e6vTS1+E0sMuMwpGtdhztU+YdM3sLmQa5ySMbWp7fdZB1W97B795j1WvcH7b6arYMdFRO65/IC7fGAO+3flr68B10TkLS83OTXnCh7KgLwGfHrqmtzkFIzpMNffATZ3rNdfGMVHxENcFC8DX5l579TclA45rnf32YdNX2eVUzKuQxqQVSzjdG1qHzbZ84pPxZjc6ztoOcQFYN1DwmDhuA1//aaqvi0is/u2jofs7rf8KDns39U+IcGr/nONU3KuHvRe4WUIl6c9R07JmA55/d1vW8d6/YVRfEQ8xEVxEU+wmdrWqbkpHWZc/ke4KSIbU0+yq+0y4FSM6wHO1eWZG8gG8LZv61SM6TDMhk19TnFjJkHl2kyI9QXMuBx0+VHu64HOlUdd3hCRtf1u+KflXD3IvcIN6RutQRSRC56odyrGdAwc2/UX2aenmKkQyuY+i6/5H0LLvhfFPZafFK9yZ2bb57HQactcjesuT9MvcueDzFyNaRr3Dl/EPMVX2mvSvZQNEbnohd/vTBvT+y0/Ib4GfHHmnL3AnQZo7s6VG/t14Gsisurh789PrTKPY7rg181F4CW/9iaZssd5/YX26SnGb0BvAR+/y3xjq0KxAWzq3VUq9l1+Usie+gZwR/bf9PK5GZe8XyXlq/t4W3M1pscVv7E+z8EUbU79uZoK38/yuqq+OLXe3IzppAmjGARBEAROhE+DIAiCwAmjGARBEAROGMUgCIIgcMIoBkEQBIETRjEIgiAInDCKQXDKEJE3/OeV+699OpD9uy3ca/0r7TiPa5+C4EGIkowgOGWIyGvTNWbzgIi8oaov+O+rmALO2/f+1HyONXi8CU8xCE457lW9JSJ6P49MRJ739d6a0i497v1bZU/DdgMTpX7rUXx3EBw1oX0aBKccFx6/iEl3fR7XVb0Lq/7vFw7iqR0RL+GyYK5p+4KIRAgqmEvCUwyC+eEqJie3L9Me2yPmRVU97QLSQXAgwigGwZzQGh4XgN6P5x+1cTpBQxwEx0IYxSCYL34H61pxWpiEToPgcSCMYhAcEZ4Q844nulycev+qv/eGJ6I8DPuGUH27+84hehuet0TkprcWuug/V2ZaBk2vf0VELvnPvZJ77ho6Pch3BcFpIxJtguCI8ISYV7HMy82pRW8BLxxFaNObwr4700AV4MLd+sX5Z14E3sFCrO16r7uhXm9bBXlo9nJbXuHvXRSRzanG0O37q9w7dDr7XQrIIYYbBI+c8BSD4AjxvpcvAq9NNXy9ccRzfVeBlw+5X+/6v7OG8zJwdaqh9VXubPoM8BvAft7iS8BX7vG1786+PmyRfxA8asIoBsER46UQr2L1es/fzYN7CF4Hnm8NmRuaByq/mCrbeMYN+H5F95++yxhevM/YZo1iEJx6wigGwTGgql/EupivHsO238WM4Ev+1sZsaPOQtB3X953v3K/e8SBZp+41B8FcEUYxCI4Bn5t7GfilYwoZTodQNx9yWxuYYTyMYb1f6DQI5pIwikFwxHgYctXnEV/EwqhHze8AFzyj82sPuhE32Juq+qZ7m5v71UHukzV7v9BpEMwlYRSD4AjxsOLl1mC4YXxTRB62lm9j2jB5aPJN4POHCVPuUxZxBfjC1OsX/b3pz1yYeb3KAbzTqeSdadYPsJtBcGKEUQyCI8IN3/8BZj2tdeCSlz8culZPRK4Av4RltE5//ipTIUwXA2+90t+4iyD4277eRd/ulWmPz4345bausP2+mTnLu4ZORWRjZh8ueBbuVSxMe/keijxBcOJE66ggOGUcVzslEVFVfeg6waPcv2gdFZw2wlMMguDA3CUkGgSPDWEUgyA4DJF1GjzWhFEMgsccn9d7zX9/7SH1V1+IrNPgcSa0T4Pg9LEqIm8Ab7gIwEPhxfdHNW934yg24kk+F4i2U8EpIxJtgiAIgsCJ8GkQBEEQOGEUgyAIgsAJoxgEQRAEThjFIAiCIHDCKAZBEASBE0YxCIIgCJz/D2DHeTtdSr9NAAAAAElFTkSuQmCC\n", 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\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "randoms_slice = randoms[np.abs(randoms['CARTESIAN_Z']) < 5.]\n", - "\n", - "for idx in np.arange(1, 4, 1):\n", - " plt.scatter(randoms_slice['CARTESIAN_X'],\\\n", - " randoms_slice['CARTESIAN_Y'],\\\n", - " c=randoms_slice['DDP{}_DELTA8'.format(idx)],\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " vmin=-1.,\\\n", - " vmax=10.,\\\n", - " cmap='plasma')\n", - "\n", - " pl.xlabel('x [Mpc/h]')\n", - " pl.ylabel('y [Mpc/h]')\n", - " \n", - " plt.title('DDP{}'.format(idx))\n", - " plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "b3961485", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:36.372068Z", - "iopub.status.busy": "2022-03-01T13:10:36.364458Z", - "iopub.status.idle": "2022-03-01T13:10:37.707476Z", - "shell.execute_reply": "2022-03-01T13:10:37.708401Z" - }, - "papermill": { - "duration": 1.391303, - "end_time": "2022-03-01T13:10:37.708706", - "exception": false, - "start_time": "2022-03-01T13:10:36.317403", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'G12 GAMA Field')" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", - "\n", - "# TO DO: take from header\n", - "for i in np.arange(0, 9, 1):\n", - " ddp = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}.fits'.format(field, i))\n", - " vmax = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_vmax.fits'.format(field, i), 'VMAX')\n", - " lf = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'LUMFN')\n", - " ref = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'REFERENCE')\n", - " \n", - " lf = lf[lf['N'] > 0]\n", - "\n", - " lims = np.array(list(ddp.meta['D8{}LIMS'.format(i)][1:-1].split(','))).astype(np.float32)\n", - "\n", - " label = r'${:+.2f} \\leq \\delta_8 < {:+.2f}$'.format(lims[0], lims[1])\n", - "\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=label, alpha=0.5, c=colors[i])\n", - " pl.plot(lf['MEDIAN_M'], np.log10(lf['PHI_IVMAX']), label='', marker='.', lw=0.0, c=colors[i], markersize=4)\n", - "\n", - "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$')\n", - "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", - "\n", - "pl.xlim(-16., -23.0)\n", - "pl.ylim(-5, -0.5)\n", - "\n", - "pl.legend(frameon=False, loc=3, ncol=2, fontsize=10)\n", - "pl.title('{} GAMA Field'.format(field))" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "53b830e4", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:37.827836Z", - "iopub.status.busy": "2022-03-01T13:10:37.827038Z", - "iopub.status.idle": "2022-03-01T13:10:39.159792Z", - "shell.execute_reply": "2022-03-01T13:10:39.160709Z" - }, - "papermill": { - "duration": 1.400132, - "end_time": "2022-03-01T13:10:39.161013", - "exception": false, - "start_time": "2022-03-01T13:10:37.760881", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'All GAMA Fields')" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", - "\n", - "for field in ['G9', 'G12', 'G15']:\n", - " for i in np.arange(0, 4, 1):\n", - " ddp = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}.fits'.format(field, i))\n", - " vmax = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_vmax.fits'.format(field, i), 'VMAX')\n", - " lf = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'LUMFN')\n", - " ref = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'REFERENCE')\n", - "\n", - " lf = lf[lf['N'] > 0]\n", - "\n", - " if field == 'G15':\n", - " if i != 3:\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=r'${} \\leq \\delta_8 < {}$'.format(d8_limits[i][0], d8_limits[i][1]), alpha=0.5, c=colors[i])\n", - " else:\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=r'${} \\leq \\delta_8$'.format(d8_limits[i][0]), alpha=0.5, c=colors[i])\n", - "\n", - " else:\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), alpha=0.5, c=colors[i])\n", - "\n", - " pl.plot(lf['MEDIAN_M'], np.log10(lf['PHI_IVMAX']), label='', c=colors[i])\n", - "\n", - "pl.xlabel(r'$M_r^e - 5 \\log_{10}(h)$')\n", - "pl.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", - "\n", - "pl.xlim(-15., -23.0)\n", - "pl.ylim(-6, 0)\n", - "\n", - "#pl.legend(frameon=False, loc=1, ncol=2)\n", - "pl.legend()\n", - "pl.title('All GAMA Fields')" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "869b765e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:39.324539Z", - "iopub.status.busy": "2022-03-01T13:10:39.323305Z", - "iopub.status.idle": "2022-03-01T13:10:39.448050Z", - "shell.execute_reply": "2022-03-01T13:10:39.448885Z" - }, - "papermill": { - "duration": 0.229839, - "end_time": "2022-03-01T13:10:39.449145", - "exception": false, - "start_time": "2022-03-01T13:10:39.219306", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([176., 235., 167., 198., 231., 164., 175., 210., 228., 226., 229.,\n", - " 174., 206., 196., 254., 257., 232., 161., 168., 188.]),\n", - " array([0. , 0.05, 0.1 , 0.15, 0.2 , 0.25, 0.3 , 0.35, 0.4 , 0.45, 0.5 ,\n", - " 0.55, 0.6 , 0.65, 0.7 , 0.75, 0.8 , 0.85, 0.9 , 0.95, 1. ]),\n", - " [])" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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('DDP2_ZMAX', '0.1937000006437302'),\n", - " ('DDP2_VZ', '3156659.558717707'),\n", - " ('DDP2ZLIMS_NGAL', '73942'),\n", - " ('DDP2_NGAL', '33396'),\n", - " ('DDP2_DENS', '0.01057953807776663'),\n", - " ('DDP3_ZMIN', '0.03903000056743622'),\n", - " ('DDP3_ZMAX', '0.1015800014138222'),\n", - " ('DDP3_VZ', '457819.2340050841'),\n", - " ('DDP3ZLIMS_NGAL', '18121'),\n", - " ('DDP3_NGAL', '8842'),\n", - " ('DDP3_DENS', '0.01931329953669401'),\n", - " ('TMR_DDP1', '[-21.8, -20.1]'),\n", - " ('TMR_DDP2', '[-20.6, -19.3]'),\n", - " ('TMR_DDP3', '[-19.6, -17.8]'),\n", - " ('RPATH_0',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G9_0.fits'),\n", - " ('RPATH_1',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G12_0.fits'),\n", - " ('RPATH_2',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G15_0.fits'),\n", - " ('VOL8', '2144.660584850632'),\n", - " ('D80LIMS', '[-1.0, -0.75]'),\n", - " ('D81LIMS', '[-0.75, -0.55]'),\n", - " ('D82LIMS', '[-0.55, -0.4]'),\n", - " ('D83LIMS', '[-0.4, 0.0]'),\n", - " ('D84LIMS', '[0.0, 0.7]'),\n", - " ('D85LIMS', '[0.7, 1.6]'),\n", - " ('D86LIMS', '[1.6, 2.9]'),\n", - " ('D87LIMS', '[2.9, 4.0]'),\n", - " ('D88LIMS', '[4.0, 10000.0]'),\n", - " ('DDP1_D0_NGAL', '3741'),\n", - " ('DDP1_D1_NGAL', '3956'),\n", - " ('DDP1_D2_NGAL', '4013'),\n", - " ('FORCE_ZMIN', '0.03909000009298325'),\n", - " ('FORCE_ZMAX', '0.2629599869251251'),\n", - " ('VOLUME', '2530750.347044507'),\n", - " ('MS',\n", - " '[-25.5, -25.3, -25.1, -24.900000000000002, -24.700000000000003, -24.500000000000004, -24.300000000000004, -24.100000000000005, -23.900000000000006, -23.700000000000006, -23.500000000000007, -23.300000000000008, -23.10000000000001, -22.90000000000001, -22.70000000000001, -22.50000000000001, -22.30000000000001, -22.100000000000012, -21.900000000000013, -21.700000000000014, -21.500000000000014, -21.300000000000015, -21.100000000000016, -20.900000000000016, -20.700000000000017, -20.500000000000018, -20.30000000000002, -20.10000000000002, -19.90000000000002, -19.70000000000002, -19.50000000000002, -19.300000000000022, -19.100000000000023, -18.900000000000023, -18.700000000000024, -18.500000000000025, -18.300000000000026, -18.100000000000026, -17.900000000000027, -17.700000000000028, -17.50000000000003, -17.30000000000003, -17.10000000000003, -16.90000000000003, -16.70000000000003, -16.500000000000032, -16.300000000000033, -16.100000000000033, -15.900000000000034, -15.700000000000035]'),\n", - " ('ABSMAG_DEF', 'MCOLOR_0P0'),\n", - " ('COMMENTS',\n", - " \"['Science targets and information for tiling and spectroscopic', 'observation.']\"),\n", - " ('CHECKSUM', 'n52hp20en20en20e'),\n", - " ('DATASUM', '2160089238'),\n", - " ('comments',\n", - " ['Science targets and information for tiling and spectroscopic',\n", - " 'observation.'])])" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "lf.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "76503514", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:39.666668Z", - "iopub.status.busy": "2022-03-01T13:10:39.665497Z", - "iopub.status.idle": "2022-03-01T13:10:39.669884Z", - "shell.execute_reply": "2022-03-01T13:10:39.670736Z" - }, - "papermill": { - "duration": 0.057488, - "end_time": "2022-03-01T13:10:39.671076", - "exception": false, - "start_time": "2022-03-01T13:10:39.613588", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "\"\\ncolnames = ['M_R','LOGPHI']\\nTMR_d0 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d0', format='csv', names=colnames)\\nTMR_d1 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d1', format='csv', names=colnames)\\nTMR_d2 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d2', format='csv', names=colnames)\\nTMR_d3 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d3', format='csv', names=colnames)\\n\\nplt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x')\\nplt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x')\\nplt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x')\\nplt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x')\\n\"" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# fix to add column names\n", - "\n", - "'''\n", - "colnames = ['M_R','LOGPHI']\n", - "TMR_d0 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d0', format='csv', names=colnames)\n", - "TMR_d1 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d1', format='csv', names=colnames)\n", - "TMR_d2 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d2', format='csv', names=colnames)\n", - "TMR_d3 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d3', format='csv', names=colnames)\n", - "\n", - "plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x')\n", - "plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x')\n", - "plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x')\n", - "plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x')\n", - "'''" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1094c391", - "metadata": { - "papermill": { - "duration": 0.05577, - "end_time": "2022-03-01T13:10:39.783747", - "exception": false, - "start_time": "2022-03-01T13:10:39.727977", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "657ee6c7", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:39.907537Z", - "iopub.status.busy": "2022-03-01T13:10:39.906392Z", - "iopub.status.idle": "2022-03-01T13:10:39.910518Z", - "shell.execute_reply": "2022-03-01T13:10:39.911343Z" - }, - "papermill": { - "duration": 0.07056, - "end_time": "2022-03-01T13:10:39.911590", - "exception": false, - "start_time": "2022-03-01T13:10:39.841030", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "\"\\nfor idx in range(4):\\n LF_G9 = Table.read(root + '{}_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n LF_G12 = Table.read(root + '{}_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n LF_G15 = Table.read(root + '{}_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n\\n LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n \\n x =np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']), np.array(LF_G12['PHI_IVMAX']), np.array(LF_G15['PHI_IVMAX'])]\\n x_ref=np.c_[LF_G9_ref['MS'], np.array(LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\\n\\n LF_mean = np.mean(x[:,1:], axis=1)\\n LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\\n\\n LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\\n LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\\n \\n pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\\n pl.plot(LF_G9_ref['MS'], np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\\n #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx), color=colour[idx])\\n \\n#plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x', color='blue')\\n#plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x', color='orange')\\n#plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x', color='green')\\n#plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x', color='black')\\n\\nplt.xlabel(r'$M_r^e - 5 \\\\log_{10}(h)$', fontsize=14)\\nplt.ylabel(r'$\\\\log_{10} \\\\left[ \\x0crac{\\\\phi_\\\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\\nplt.title(r'{} DDP LFs (All Fields)'.format(survey))\\n\\npl.ylim(-5.5, -.5)\\npl.xlim(-22.5, -15.5)\\npl.gca().invert_xaxis()\\npl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\\n\\n#pl.legend(frameon=True, loc=2)\\npl.legend()\\npl.show()\\n\"" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "\n", - "Ms = np.arange(-25.5, -15.5 , 0.1)\n", - "bin_centres = (Ms[1:]+Ms[:-1])/2\n", - "colour = ['blue', 'red', 'green', 'black']\n", - "'''\n", - "for idx in range(4):\n", - " LF_G9 = Table.read(root + '{}_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", - " LF_G12 = Table.read(root + '{}_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", - " LF_G15 = Table.read(root + '{}_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", - "\n", - " LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " \n", - " x =np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']), np.array(LF_G12['PHI_IVMAX']), np.array(LF_G15['PHI_IVMAX'])]\n", - " x_ref=np.c_[LF_G9_ref['MS'], np.array(LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " LF_mean = np.mean(x[:,1:], axis=1)\n", - " LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\n", - "\n", - " LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\n", - " LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\n", - " \n", - " pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\n", - " #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx), color=colour[idx])\n", - " \n", - "#plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x', color='blue')\n", - "#plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x', color='orange')\n", - "#plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x', color='green')\n", - "#plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x', color='black')\n", - "\n", - "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$', fontsize=14)\n", - "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", - "plt.title(r'{} DDP LFs (All Fields)'.format(survey))\n", - "\n", - "pl.ylim(-5.5, -.5)\n", - "pl.xlim(-22.5, -15.5)\n", - "pl.gca().invert_xaxis()\n", - "pl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\n", - "\n", - "#pl.legend(frameon=True, loc=2)\n", - "pl.legend()\n", - "pl.show()\n", - "'''" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "a0e5035d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:40.053661Z", - "iopub.status.busy": "2022-03-01T13:10:40.052840Z", - "iopub.status.idle": "2022-03-01T13:10:42.757752Z", - "shell.execute_reply": "2022-03-01T13:10:42.758662Z" - }, - "papermill": { - "duration": 2.790032, - "end_time": "2022-03-01T13:10:42.758975", - "exception": false, - "start_time": "2022-03-01T13:10:39.968943", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", - "/tmp/ipykernel_158874/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_158874/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", - "/tmp/ipykernel_158874/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", - "/tmp/ipykernel_158874/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for idx in range(4):\n", - " LF_G9 = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - " LF_G12 = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - " LF_G15 = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - "\n", - " LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " \n", - " LF_G9_curve = interp1d(LF_G9['MEDIAN_M'], LF_G9['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", - " LF_G12_curve = interp1d(LF_G12['MEDIAN_M'], LF_G12['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", - " LF_G15_curve = interp1d(LF_G15['MEDIAN_M'], LF_G15['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", - "\n", - " \n", - " x=np.c_[LF_G9_ref['MS'], np.array(LF_G9_curve(LF_G9_ref['MS'])/LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_curve(LF_G12_ref['MS'])/LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_curve(LF_G15_ref['MS'])/LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " #x_ref=np.c_[bin_centres, np.array(LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", - " #x=np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']/LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['PHI_IVMAX']/LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['PHI_IVMAX']/LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " LF_mean = np.mean(x[:,1:], axis=1)\n", - " LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\n", - "\n", - " #LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\n", - " #LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\n", - " \n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - " #pl.plot(bin_centres, np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\n", - " #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx))\n", - " \n", - " #pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), gama_lf['PHI_N_ERROR'] / gama_lf['PHI_N'] / np.log(10.), label='NOWEIGHT', alpha=0.4)\n", - " #pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), gama_lf['PHI_IVMAX_ERROR'] / gama_lf['PHI_IVMAX'] / np.log(10.), label='IVMAX')\n", - " \n", - "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$', fontsize=14)\n", - "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{\\phi_{ref}(M)} \\right]$', fontsize=14)\n", - "plt.title(r'{} DDP LF Ratios (All Fields)'.format(survey))\n", - "\n", - "#pl.ylim(-4.25, -.75)\n", - "pl.xlim(-22.5, -15.5)\n", - "pl.ylim(-0.68, 0.68)\n", - "pl.gca().invert_xaxis()\n", - "\n", - "pl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\n", - "pl.gca().yaxis.set_major_locator(plt.MultipleLocator(0.2))\n", - "\n", - "pl.legend(frameon=True, loc=2)\n", - "pl.show()" - ] - }, - { - "cell_type": "markdown", - "id": "305c054c", - "metadata": { - "papermill": { - "duration": 0.047394, - "end_time": "2022-03-01T13:10:42.871869", - "exception": false, - "start_time": "2022-03-01T13:10:42.824475", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Done." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4e203822", - "metadata": { - "papermill": { - "duration": 0.035635, - "end_time": "2022-03-01T13:10:42.948400", - "exception": false, - "start_time": "2022-03-01T13:10:42.912765", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Lumfn", - "language": "python", - "name": "lumfn" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.9" - }, - "papermill": { - "default_parameters": {}, - "duration": 43.271233, - "end_time": "2022-03-01T13:10:43.708179", - "environment_variables": {}, - "exception": null, - "input_path": "docs/nb/d8LF_qa.ipynb", - "output_path": "test/pm_delta8_qa_G9.ipynb", - "parameters": { - "field": "G9", - "survey": "gama" - }, - "start_time": "2022-03-01T13:10:00.436946", - "version": "2.3.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/test/pm_kE_catQA.ipynb b/test/pm_kE_catQA.ipynb deleted file mode 100644 index 24a8f8ae..00000000 --- a/test/pm_kE_catQA.ipynb +++ /dev/null @@ -1,922 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "595e8cd7", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:38.815265Z", - "iopub.status.busy": "2022-03-01T13:09:38.814273Z", - "iopub.status.idle": "2022-03-01T13:09:38.818166Z", - "shell.execute_reply": "2022-03-01T13:09:38.818807Z" - }, - "papermill": { - "duration": 0.051419, - "end_time": "2022-03-01T13:09:38.819125", - "exception": false, - "start_time": "2022-03-01T13:09:38.767706", - "status": "completed" - }, - "tags": [ - "injected-parameters" - ] - }, - "outputs": [], - "source": [ - "# Parameters\n", - "survey = \"gama\"\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "f6f160dd", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:38.866884Z", - "iopub.status.busy": "2022-03-01T13:09:38.866137Z", - "iopub.status.idle": "2022-03-01T13:09:39.620877Z", - "shell.execute_reply": "2022-03-01T13:09:39.619926Z" - }, - "papermill": { - "duration": 0.780117, - "end_time": "2022-03-01T13:09:39.621127", - "exception": false, - "start_time": "2022-03-01T13:09:38.841010", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "import pylab as pl\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "635fe312", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:39.681403Z", - "iopub.status.busy": "2022-03-01T13:09:39.680519Z", - "iopub.status.idle": "2022-03-01T13:09:39.683369Z", - "shell.execute_reply": "2022-03-01T13:09:39.684042Z" - }, - "papermill": { - "duration": 0.032822, - "end_time": "2022-03-01T13:09:39.684240", - "exception": false, - "start_time": "2022-03-01T13:09:39.651418", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#gold_dir = os.environ['HOME'] + '/data/{}/randoms/'.format(version)\n", - "#randoms_dir = os.environ['HOME'] + '/data/{}/randoms/'.format(version)\n", - "#gold_dir\n", - "#randoms_dir" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "da886386", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:39.732985Z", - "iopub.status.busy": "2022-03-01T13:09:39.732265Z", - "iopub.status.idle": "2022-03-01T13:09:39.735754Z", - "shell.execute_reply": "2022-03-01T13:09:39.735135Z" - }, - "papermill": { - "duration": 0.029479, - "end_time": "2022-03-01T13:09:39.735893", - "exception": false, - "start_time": "2022-03-01T13:09:39.706414", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "os.environ['CODE_ROOT'] = os.environ['HOME'] + '/DESI/'\n", - "\n", - "sys.path.append(os.environ['CODE_ROOT'])" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "c7ad6bdd", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:39.786992Z", - "iopub.status.busy": "2022-03-01T13:09:39.786187Z", - "iopub.status.idle": "2022-03-01T13:09:40.686531Z", - "shell.execute_reply": "2022-03-01T13:09:40.685366Z" - }, - "papermill": { - "duration": 0.931506, - "end_time": "2022-03-01T13:09:40.686778", - "exception": false, - "start_time": "2022-03-01T13:09:39.755272", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import pubplot\n", - "\n", - "from vmaxer import vmaxer\n", - "from astropy.table import Table\n", - "from smith_kcorr import test_plots, test_nonnative_plots\n", - "from cosmo import distmod\n", - "from findfile import findfile" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "93b952aa", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:40.863171Z", - "iopub.status.busy": "2022-03-01T13:09:40.862024Z", - "iopub.status.idle": "2022-03-01T13:09:40.864386Z", - "shell.execute_reply": "2022-03-01T13:09:40.865281Z" - }, - "papermill": { - "duration": 0.149003, - "end_time": "2022-03-01T13:09:40.865545", - "exception": false, - "start_time": "2022-03-01T13:09:40.716542", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "dryrun = False\n", - "version = 'latest'\n", - "survey = 'gama'" - ] - }, - { - "cell_type": "markdown", - "id": "6fe1522c", - "metadata": { - "papermill": { - "duration": 0.024979, - "end_time": "2022-03-01T13:09:40.920010", - "exception": false, - "start_time": "2022-03-01T13:09:40.895031", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "## kE Catalog" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "38cf156d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:40.972260Z", - "iopub.status.busy": "2022-03-01T13:09:40.971550Z", - "iopub.status.idle": "2022-03-01T13:09:41.156161Z", - "shell.execute_reply": "2022-03-01T13:09:41.157085Z" - }, - "papermill": { - "duration": 0.214127, - "end_time": "2022-03-01T13:09:41.157367", - "exception": false, - "start_time": "2022-03-01T13:09:40.943240", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - "\n", - " CATAID OBJID RA DEC R_PETRO ... DDPKCORR_G0P1 DDPKCORR_R0P0 DDPKCORR_G0P0 DDPMALL_0P0 \n", - " deg deg mag ... mag \n", - " int32 int64 float64 float64 float32 ... float64 float64 float64 float64 \n", - "------- ------------------ ------------ ----------- --------- ... -------------------- ------------------- ------------------- -------------------\n", - " 123281 587724649255010654 175.33684943 -2.47765272 18.508278 ... -0.14852937903794905 0.09481072212074988 0.11664591067571423 -18.47872929047227\n", - " 508557 587729971786940946 217.19946129 -1.5769885 19.355307 ... -0.18780013889648303 0.0736533838689939 0.07737515081718024 -16.886468476604264\n", - " 278187 587726031189836412 214.37299238 1.09355577 19.774502 ... 0.02781821076256147 0.1491177263509001 0.29299350047622474 -18.819994177114133\n", - " 279688 587726031693611569 138.75098304 1.00368548 19.595543 ... 0.20273170312397315 0.1819759681101923 0.4679069928376364 -19.812629928564565\n", - " 226964 587726014008983767 211.54730519 1.27628899 18.608667 ... -0.07157599196543818 0.12382875495748744 0.1935992977482251 -19.27059849090123\n", - " 575311 588848899894870378 139.34196376 -0.0220424 19.440626 ... 0.19079772275863327 0.17985435471974592 0.45597301247229655 -19.92174906002283\n", - "3906604 588010931370394161 135.41151504 -1.03192146 19.50927 ... 0.12023284965465014 0.16723257141864606 0.3854081393683134 -19.558595817762477\n", - " 347077 587726033303110021 136.13980551 2.15473271 19.033073 ... 0.1559519348098959 0.1736650613516293 0.42112722452355916 -20.189388562747098\n", - " 30463 587722981738021321 175.36357499 -1.0727638 19.567263 ... 0.1103372332968702 0.16541656974186247 0.3755125230105335 -19.45544302040315\n", - " 518674 588010358530769206 137.46100004 2.79652987 18.87193 ... 0.22765116537214292 0.186437857268606 0.4928264550858062 -20.628813555142305\n", - " 594029 588848899929670010 218.87522247 -0.18246273 18.680634 ... 0.17377765851075683 0.17683415693930493 0.4389529482244201 -20.614616330892073\n", - " ... ... ... ... ... ... ... ... ... ...\n", - " 23370 588848901523833370 181.26516682 1.15279626 19.737528 ... 0.12791537444727238 0.16863027981328405 0.39309066416093563 -19.364662385996915\n", - " 346300 587726033301799354 133.1166957 2.16083858 19.035713 ... 0.17146603779299696 0.17642385008464628 0.43664132750666024 -20.250246328841683\n", - " 592630 588848899927376239 213.64850141 -0.07502164 18.311508 ... -0.02188820776363029 0.13759203179463847 0.24328708195003299 -19.96291955872985\n", - "3913514 588010931372294765 139.78887769 -1.28499437 19.647568 ... 0.1958748923610944 0.18075623731555984 0.4610501820747577 -19.734414142621613\n", - " 278058 587726031188721892 211.82747827 1.15405612 19.38653 ... 0.11317820967668377 0.1659399008381024 0.378353499390347 -19.649253309800333\n", - " 251884 587726015086854272 220.89927655 1.94147891 17.328598 ... -0.14536809101364628 0.09627470942365204 0.11980719870001699 -19.706204962176137\n", - "3625535 587729151449497855 133.20277357 -0.82579562 17.151878 ... 0.10240770700249244 0.16394663458715983 0.3675829967161557 -21.833829561155934\n", - " 197554 587725073916821771 135.79318103 -0.74005421 18.58374 ... 0.08826413302399236 0.16128638070485457 0.3534394227376556 -20.334066021661517\n", - "3593735 587729150378574034 139.64360788 -1.87203636 19.767515 ... 0.1902932773300034 0.1797647952074814 0.45546856704366667 -19.592901823380082\n", - " 97907 587722984422309918 175.13191821 0.85318194 15.490864 ... -0.15416856029597562 0.09212261994731367 0.11100672941768766 -21.407343189472062\n", - " 204889 587725074455462322 139.76775414 -0.33960343 19.796116 ... -0.1901167363949655 0.07219718664271263 0.07505855331869776 -16.389568218019164\n", - " 272817 587726031175221320 180.93562327 1.32164668 17.631397 ... -0.1373710333516305 0.09984894156559601 0.12780425636203277 -19.518543538591956" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='kE', version=version, dryrun=dryrun, survey=survey)\n", - "gama_kE = Table.read(fpath)\n", - "gama_kE" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "65360397", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:41.228109Z", - "iopub.status.busy": "2022-03-01T13:09:41.227370Z", - "iopub.status.idle": "2022-03-01T13:09:41.230324Z", - "shell.execute_reply": "2022-03-01T13:09:41.229716Z" - }, - "papermill": { - "duration": 0.041339, - "end_time": "2022-03-01T13:09:41.230473", - "exception": false, - "start_time": "2022-03-01T13:09:41.189134", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "def color_plot(ctype, xlabel=None, max_col=1.0):\n", - " colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", - " idx = np.digitize(gama_kE['MCOLOR_0P0'], np.arange(-23., -17., 1.))\n", - "\n", - " if xlabel == None:\n", - " xlabel = ctype\n", - " \n", - " for count, jj in enumerate(np.unique(idx)):\n", - " sample = gama_kE[(idx == jj) & (gama_kE['MCOLOR_0P0'].data >= -23.) & (gama_kE['MCOLOR_0P0'].data <= -17.)]\n", - " nsample = len(sample)\n", - "\n", - " if nsample == 0:\n", - " continue\n", - " \n", - " dbin = 0.05\n", - " bins = np.arange(-0.5, max_col, dbin)\n", - " \n", - " ns, _ = np.histogram(sample[ctype], bins=bins)\n", - " \n", - " centres = bins[:-1] + dbin/2.\n", - " \n", - " plt.plot(centres, ns / nsample, lw=2, color=colors[count], label=r'{:.0f} $\\leq M_r \\leq$ {:.0f}'.format(sample['MCOLOR_0P0'].min(),\\\n", - " sample['MCOLOR_0P0'].max()))\n", - "\n", - " plt.axvline(0.63, c='black', lw=0.5)\n", - "\n", - " plt.xlabel(xlabel)\n", - " plt.ylabel(r'$p$({})'.format(ctype), fontsize=14)\n", - " \n", - " plt.xlim(-0.1, max_col)\n", - " \n", - " plt.legend(frameon=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "49d7aa61", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:41.276319Z", - "iopub.status.busy": "2022-03-01T13:09:41.275764Z", - "iopub.status.idle": "2022-03-01T13:09:41.911415Z", - "shell.execute_reply": "2022-03-01T13:09:41.912304Z" - }, - "papermill": { - "duration": 0.661221, - "end_time": "2022-03-01T13:09:41.912578", - "exception": false, - "start_time": "2022-03-01T13:09:41.251357", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", 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\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, axes = plt.subplots(1, 2, figsize=(20,10))\n", - "\n", - "test_plots(axes)\n", - "\n", - "for idx in np.unique(gama_kE['REST_GMR_0P1_INDEX']):\n", - " isin = gama_kE['REST_GMR_0P1_INDEX'] == idx\n", - " \n", - " n_in = np.count_nonzero(isin)\n", - " \n", - " axes[0].scatter(gama_kE['ZGAMA'][isin], gama_kE['KCORR_R0P1'][isin], s=0.25)\n", - " axes[1].scatter(gama_kE['ZGAMA'][isin], gama_kE['KCORR_G0P1'][isin], s=0.25)\n", - " \n", - " axes[0].set_xlim(0, 0.3)\n", - " axes[1].set_xlim(0, 0.3)\n", - "\n", - " axes[0].set_ylim(-0.4, 1.05)\n", - " axes[1].set_ylim(-0.4, 1.05)\n", - " \n", - "axes[0].legend(ncol=1, frameon=False, loc=2, fontsize=20)\n", - "axes[1].get_legend().remove()" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "4d7313b5", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:43.973634Z", - "iopub.status.busy": "2022-03-01T13:09:43.966772Z", - "iopub.status.idle": "2022-03-01T13:09:44.652435Z", - "shell.execute_reply": "2022-03-01T13:09:44.653284Z" - }, - "papermill": { - "duration": 0.770054, - "end_time": "2022-03-01T13:09:44.653563", - "exception": false, - "start_time": "2022-03-01T13:09:43.883509", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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nhBBCCCGEEItlmRa+1y8yeX5GuJWkkfb5tYy92Y4tL5nx07280/kaSUYy7WNNrNmxm7bzZ4kuSVyKcCtqqL93ya71aSYBl7jnZGVlLVhtFW3UPjs08Xg81ww6nE7nki/Lc7vdN7ST33w7Dd4tS9mDy+Fw4HQ651wvGnjdSsDl9XopLi6mvr5+3uvcqf5fQgghhBBCiAeDZVr4jl1k4kz/9GCiCpMGRuc4GS+tR/9ZM56BtxgK9eELh1m9fTdt58+gqBqWaSz5nJbl5C75NT+NJOAS9xyHwxG3y+Jss4OOmpqaWw5SbsaNNsefWeHkdrtxuVxUVFTE5n3s2DFcLhderxev14uu67EqMrfbHVu6WVtbS2VlZWwObreboqIidF2/5uc201KHfaWlpdTV1cUtv7xe6LhYJSUlc4LBaAAqPbiEEEIIIYQQi2WZFv4fXmbi1IxwS4GM39vC5Ee9THzUg5puR9U0sraupeX902AatDecmXr/wuFW4rIMAjdZ1aVqsoPiUpBPUdyTFgqrSktL40Kc6NLDO71MLdp/60YClpnPVFpaSmlpKfX19bG/19XVxUKhQ4cO8eqrrwKRZ6ysrOTQoUOUlpayd+9ejhw5gq7rvPzyyxw+fJjS0tJYA/a7obKyck5oVlVVFQviIFJtVVhYSHV19bzX8Pl8c+bvdDrZv3//vPc7fPjwvP87me86QgghhBBCiE83y7LQf9zMeN2M5YAqYFcwfQECl/xgU0gozKB7XRcn3/shzAi0bEkp17z+9cItxWafNRKJY1Iys9iw77EbeRSxAKngEvek0tJSPB7PnADJ6XRy9OhRKioqKC4ujjWDny8EuZ28Xu+cPmDX4vF45ixnzM7OprCwMPY6Kytr3sAmWqHm8XhiYw6Hg9dff52SkpK4c+9Ek/f5OBwOKisrOXLkSKyZvsvlmvM8syvMdF3n1VdfjVWsuVwuamtr2b9/f+zzPXz4MNXV1bS0tJCdnU1LSwvl5eVxzfQXcx0hhBBCCCHEp5NlWQz91MvYJz3TgypgAiGLYJOOoqhY4TBdH5/lo7ePoagqlmmiajZMI0x4cvzW5hAOzRoxARj3+3jvO39N6R/88S1dX0jAJe5RBw8epKqqiqqqqjnHysrKYqGFruuUl5ff8QquQ4cO3dBuhVVVVTfU5H62rKysWNgX/XOhSqi7paio6JoVbQ6HY86uh9Fg7Hqu91kv9jpCCCGEEEKITxfLshj6+RVGP+yKjSlJGtmuIoKNfgKNfgLnBknYmUUwK8gvvvd/YITDWKYJqoppGKCoYJm3bY7L1xVe/yRxXbJEUdyTioqK5m00P3vpmdvtxul03pXdA2+Ez+e76TmWlZXFmutHud1uDhw4MGf8RvpwCSGEEEIIIcSDzLIsht+8yuj7nbExNSMBS7WY/LiXhOUphK6OgDORwPlBOpoaCAcmUVUlEmqZJmDd1nALoP9K8229/qeFBFzinuVyueKqlI4cOcL69etjr6NL0ear8rqXVFdXU1FRETfm8Xh47bXXOHbsGF6vF7fbTV1dHVVVVei6TnV1Nbqux5b8RZf/ud1uampqKC0txeFwcPTo0bhxiHxu0oNKCCGEEEII8Wk38lYbI++0x17bcpPJOLgJQjD6qzbG6nsJjo/z67pv81HvT/ng5DEUTQNVw5aQgGPF6jsyz61PPXdH7vOgUyzLuttzuKeVlJRYs6tkxJ3jcrl45ZVXcDgcuN1ujh07RnFxMQD19fXz9nm6l0TDquhuiEIIIe49iqLUW5ZVcv0zxZ0iv7+EEELcquF32hn+ZWv8YKJGypMFjLs7sDnTGW8dpL7nlzgec3LhvbcIByYByHNuor/NixkO3/Z5qvYE/tF//W/krf/0LVNc6t9g0oNL3NMqKyuprq6O7SB4p3tt3Sq32y3hlhBCCCGEEELcQSPvd8aHWxokPp5P4L0ejKFIiBW4qlPX8wadgWY2F77I2LCflk8+BKDXe+nOTFRV2f7U8+SsWXdn7veAkyWK4p53I83c7zWyg58QQgghhBBC3DmjH3cz9LMZ/ZxtChm/txUlEOmjZY4bmDaLE72/oH2sCTMcpvav/q9YuAVgS029M5M1Tc699QZNH753Z+53DzHCS9/XTCq4hBBCCCGEEEIIcd8bq+tF/9F0w3YlxUbqi6sZ+X4zpmFg35BBoMlHIDDOcGBgweuEx8aWfG4Zq9Yw0tODGQ5ODyoKWBZ6X8+S3+9eNjYU4JdV55f8uhJwCSGEEEIIIYQQ4r42froP/w9mLC1MUEFTGH2zDQwLwiaTV3VO9L/BSHCAUdsYWfnr8bVdueV7Jy3LZHLYPz2gKJE/Z/Q8DwwNxYdbM46rlnLLc7hf9FwZ4pd/dY6xoeD1T75BEnAJIYQQQgghhBDivjVxfgDf6xchmiepQNAkqTgX+6pUhn/kBQOahj+mbehc7H2zwy1V0zANY+qVwvQFr21muGVPSSU0PqsCTFGYHBla8P3L8vIWdZ/7XeOHXbzz3YuY4duz2aH04BJCCCGEEEIIIcR9aaLJx+D3mmBmS6cESNqdQ7DJj6ZqYLOgJJVlT6+95rWmwy1YbLg125xwC2KVWqnZuXMOrd6xm62PP31T97pfGIbJe69d4u1vN8XCrcSUpa+3kgouIYQQQgghhBBC3HcmL/sZ/M6FyBJEQEnSSD9QSOCizqSnj9SnV9HZeZET3TUMXO7ABJY7N9LvvTznWmv27KXt1MmlmZimgWFgT00jNDYaGx4b7CO3cCN9LZdZuX0XyalplHzxayjKg7tEcWIkyC+rz9N1WY+NZa9M5aU/3sXL/+fS3ksCLiGEEEIIIYQQQtxXAl6dgW9fgBnL3TIObkQJWgQ+6QNg5NftKMFRElPTMPyRnk/zhVsAvc0XsaWkEp6vAutGTVWCRcOtlOzljA/2A9DXErl/Z8NZFJud9vNnKPsP/wf5zg23ft97TH/bCL/4q7OM+gKxscKi5Tz3O1tJSFr6OEqWKAohhBBCCCGEEOK+Ebg6zMDfNkDIjBsPdY2hZCZg3+4AFYLBCU4Nvk1bx9m487TExLnXHBm+sXBLVSnYsmNRp44P9pO1as2ccQWLwPgYvs6Oxd/3PnHpRA8//G/10+GWAg9/ycmLL++4LeEWSAWXEEIIIYQQQggh7hPBjhEG/vo8VjA+3MKuMv5hN2PvdUHQIOX5VdS5v037WBPpy/MY9Q2iKGCGwxiBwPwXX4S8wk30XfVihcN0N51f3JsUBV9H25xh04g8g3WT/b7uRaZh8tGPvJyunX7ehCSN/X+4nXU7c27rvSXgEkIIIYQQQgghxD0v2DVK/7fOYwWMuHF1ZTJqfgqaTWWivg+1OI33z7xGy5VIT62R/l4ALC0agSx+h8SZctYX0ttyCVQt/v72BMxQcMH35a7fQN+MpZFqQgJmMAiWiS0hkawVq254LveiybEQv/rmedobp3eVzMxP4aU/3klmfuptv78EXEIIIYQQQgghhLinhXrHGPjWeayJcGwscWcWFhA858PsnCCExVnfuzT/6BRGODz3IkZ07MbDrZXbd9NzqTHywowP2K4VbgFx4RYQCbeifzcNLOv+r+Aa7BzlF395luGBydjYul057P/9bSQk35noSXpwiSXj9Xo5cuQIbrebI0eOoOv6kp17v7qf5y6EEEIIIYQQ94LQwAT93zyHORaaHsxJIHBJx5aXQtLDuZCooBSn0jJ5BiMUqY5aSiMDAxihIGpCfP8uW/J8lUlzd0W0JSaRkpmJommoNnts3AyHaTt3eknneqe1ePqoOVIfF26VfG4dn/3jnXcs3AKp4BJLqLy8nPr6egBKSkp4+eWXOXbs2C2d6/F48Hq9OJ3O2zfx28jj8aDrOkVFRXd7KkIIIYQQQghx3wn7Jhk4ehZzZEa4pUGiM4PAiX7G3R2kvbAG5bOZtLWfJ2/jZjrPnwFFgaWojFJVME2GezsBMIPx/bvCE5HG9FpyCsbEOOl5BSzLWU5nQ3xjexQY90eW7llEKsDW7tlH54WzrNn50K3P8y6wTItPfuql/o2rsTFbokbp722lcE/uHZ+PBFxiSXg8HrKysmKvHQ4Hbrf7ls+tqqqiqqpqaSd7B5WVlVFRUXFfP8NieTwe6urqcDqdsVCytLT0uu+rqanB6/XS0tKC1+uloqKCsrKyOdeuqqqisLCQwcFBDh48OCc0dLvdeDweAAYHByksLOTQoUNL94BCCCGEEEKIOyqsB+g/ehZjaGpJn6qQ+vRKkrZlYZom5ngYW14Kvrcv827nMXzjkRBqWX4Bwz3dN3XPxNQ08jZtpv+KlwndPyMkU1ixdQddjeeZb4mjMTEOwEhvNyO93Sh2O1ZoOpQLT0aqmzJXrsHfGWnAbgYD2BMTUdX7b3FdYCJM7V83cPXcYGxs2fJkPvvHO8lemXZX5iQBl1gSXq8Xh8MRN5aVlTVv9dViz3W5XLhcrts15Tsm+hyVlZV3eyq3jdfrxeVyUVtbGxsrLy/H6XRes/qupqYGp9MZC7R0Xae4uBifzxcLp9xuN5WVlXHXLi4u5tixY7FrR4Otw4cPx127urpaQi4hhBBCCCHuQ8ZIkIFvnsPwz6iYMi3G3u9CsSmMvtsBQYve8RZOXv0xerCPXOdGwkYY39UrZBSsZKi784bu6chfwfDgAG2n6iMVYDAj4LLoapo/3JrPzHArKj03LxZuAbRfOEdSWjqKMndJ473M3zPGL/7yHHrveGxs9bYsXvjD7SSl2q/xztvr/osJxT3J5/PNOz5fb63FnuvxeO7bpYkzOZ3OWADzoKqqqqKioiJurKKi4roBpdfrjavEcjgcuFyuuGvNd51XXnklriquqqpqTrVYWVlZXCgmhBBCCCGEuD8YYyH6v3mO8MBEbEzJToj8JWQyerwLTIugOYk9Lx37qmVApJm77+oVgBsOtxLT0pkYHZlu+D5reWNqznKcex9Z+ALXCKkcBStRVI2Rvt4Z56tgmeQ6nSxfu/6G5no3tZ4doOYv6uLCrT0vrOHz/2T3XQ23QAIusUSysrLmBFQLBVmLObempoby8vKlnOJdVV5eTnV19d2exm1TU1MzZ8lgSUkJNTU1C75H13Vee+21Of9biAZVXq8XXdfnrQIsKiriyJEjsdd1dXXzNvS/1uYFQgghhBBCiHuPORFm4FvnCM8IUADszgxIUkEDe2E6pmpxSn+bt3/6Tfq9zXOuk7As44buGxgdITw5SWZewbzHxwb68Z78ZP43z+r3pSYlxx3WuzuxZu28iGWSlptHT0sL/VOh3L3Msizq3mjl5395luBk5FlsdpUX/nA7j311A6p696vQJOASS2KhSqv5mqsv5tza2loOHDiwNJO7Bxw4cGDBhvv3u2gINbOvGhBbhrrQTpIOhwOv13vNnSajx2ZfO/o6GmCVlpayf//+uEq5By0kFUIIIYQQ4kFnBsL0//U5Ql1jsTElMwElWSNx3TIUSwFNJdjg53z/+7QOncOWlBQ7NynDEft7cHiIZfkrYq9n7344U0bBCnLWOUFV8c1YQpi1btZ/u87cmVHVULRI1ydF1eKfY3Ii7nVi+vxh22hfL2YoiGku7Y6PSy0UMPjVNxv45Mfe2ArNtKxEvvq/FbNxb97dndwM0oPrTvhPN5Yc31X/aeim3lZUVBRXheX1euOWjEUDEIfDcd1zIdJ3aXafrtmqq6vjKnRee+01jh49ekd2LKypqcHn81FbW8uxY8dir+vr63G5XHNCPIfDQV1d3W2f190Q/S4X+r6utQumf2oXkZk8Hg8OhwOn0xn7fn0+X9z1o/eMjldWVuJ2uykuLqaysjJ2P+m/JYQQQgghxP3BDBoM/N0FQu2jceOpz61CGTMwDRMrYDC5woC2SVK35mE7mcDkyHDs3MkhPe69wz1dM64fQFG1uZVUwEhfH5rdjmEYsWqs5c4N6N1dceclpqUTGB0ho2AVQz2dWKZFRsFKMgpW0OY5ueCzBUYW/u/scGASX1cHBYUbFzznbhoenOCNvzrHwIzvZcVGB585tIPk9IS7OLO5JOASS+bo0aMcOXKEoqIiPB4PR48ejR1zuVzs378/Fjhc69zFKC8vZ+/evbGm4i6X64727Io2QXe5XJSXl8fmX1FRwf79++edx+wqpLupvLz8hpbvVVVVLfjZLvUywFdffZVXXnkFiIRmpaWlc77baGXXzPCsvr6e/fv343K5KCoq4q233lrSeQkhhBBCCCFuDytsMvidRoLe+CAo6fkVaJrG0C+92AqXYWFxufFDukabGe7xY4ZC5KwvZOCKl8U0f58v3ErNWc7YQD+WAhhG7Dpzlj0qCoHREQCGe7tiSxKHujvj+n0lObKY1H2gqnCdyixbUjLhyQmse7SCq+uynzeqzjM5Ot0wf8fTK3niwEY07d5bECgBl1gyRUVFseqp2RVZs5fnXetcXdevWb1VXV2Nx+OJu+bevXtxOp3XrfpaCm63m9LSUnRdR9d1Dh48GLtvS0vLgkGQw+G47rPdipqaGrxeL4cOHbruPe7V5ZLV1dVkZWXF7YYYbWA/c6fFqJmhYXV1NVVVVXi9XsrLyykuLqa2tvaB2KhACCGEEEKIB5VlmAx+t4nApRmrOxTAAk3VIsv3NAi2D3F5qJ7L46fY+syz5Bdu4kztL+htvjTnmoqqoagKZji8wF2nbkCktxaAqqgYhOccn56oRVJGJoHRYSwjPijL3byVvouNKKoWCbcAzMj7kx1ZTOjz96cOT06gJjxEf+f8fb/upvPvdnD8tcuYU8+hagpPfX0T259ceZdntjAJuO6Em1z292l1rSVtEKnWilb4RNXW1s4Jyua77mJFl1POJ3oft9sNEAteYOH+YtFjs3cNXEplZWUUFhbetWV5txreeb1eqqqqqK+vjxt3Op2xZaBAbPli9BhM77TodDpxOp1cuXKF8vJy9u/fT0tLy03PSQghhBBCCHH7WKaF77WLTF4YnB60KaT+7kbG/r6Z8HCAwK/bsQyLkaxRwisTKMr6MuN+ndqq/ztWkZWzzslAq3fGdQ1AYz4ZeflMDA+jJSUx4Z8OntKX5zLU309Wfh7rix+l7kevxY6lLc9ltL+PySE/2559gbaG02SvXMvVU5FliQMtzTPuG6El2DGCoVi4lbgsg8DwdDaQmJ6HYe1B1baQuy79Jj/BpWeETY6/domG49PLM5PT7XymYicrNjju3sQWQQIucc+JVjrNx+PxoOt6XKgEkV30KioqFrym1+vF5XIteg4zlz8uZDGh2ky3s3or6m5UK0XvObtPVvQ7XOycXC7XgssKHQ5H3HcebSY/838rM+/jcDiora2luLg4VnEnhBBCCCGEuHdYpoX/B5eZODswPagBYYvAuz1gmgQ+6SNoTnJl5Bynr7y94LUGWr2oNjtmeHop3XzLEZflFTDU2x15MRG/S6Pe1cGyvAIG29tAs4GqkpyVw8RAH6ODkTlmrljNUF8Po319jPb1AaBoGqqmYhrxOykawWDc9Z3FD9P4619NvcoibB0gMdmOGQZNmz+Mu9PGh4P8svoc3c3TQdzyNem89Mc7Sc9KusY77w0ScIl7TlZW1oLVVtFG7bNDE4/Hc80QI1oFtJTcbjcHDx5c9Pnz7TR4tyxlD67ZDeGjooHXYgKuiooKjh49uugAsK6uLhZ41dXVUVxcvOB1l7pHmBBCCCGEEOLWWJaF/pMWxut74w8okf8LNw9j2iwCG038tiFO/2I63FqxfRddDWdnvU9hze4iWus/ueZ9x3U/iqaBZc3pe6VqNkb6e8lcvZrBqWqwiYFIiIVpgqLg72rH39Ue/yyGQdiYG6bN1vhOLVpCIkYwjJbyIna7nZSMBEYHg1MPfnf1t43wi788y6g/EBvbuDePZ397C/aEeyOAux4JuMQ9x+FwxO2yONvswKSmpmbRQcpSutHm+DMrnNxuNy6Xi4qKiti8jx07hsvlwuv14vV60XU9VkXmdrtjSzdra2uprKyMzcHtdlNUVISu69f83GZa6rCvtLSUurq6uOWX1wsdo6qrq3G5XHHhltvtji033L9/P+Xl5XFLLysrK6mtrQWuHV7qui7VW0IIIYQQQtxDLMti6BdXGPu4O/6AQ4UhEywILbN4u/Fv0S/38eI3/uVUI/lI65E54VbkotcNtyCyY2HsditWoXd1AKDabDzy1d8gIy8PvbeHj9q/M+89riUhJY3geGSnwbScXEanwrGEtDRUWyaTejsrt+2nuzmDlOw8AsMwOhjEWZTDxpLc6879drp8spe3v91IODQV+inw6JcL2fPCGhTl7odvi3Xvtb0XgoWXtZWWlsaFONGlh3c6xIj237qRflozn6m0tJTS0lLq6+tjf6+rq4uFQocOHeLVV18FIs9YWVnJoUOHKC0tZe/evRw5cgRd13n55Zc5fPgwpaWllJWV3bVqpcrKyjkhU1VVVSyIg0jYVFhYSHV1dWws2lcLIs8ZDeyOHTsW+7yiOylGHTlyJC4YjP4Z/U5mXm9wcFCazAshhBBCCHEPGXa3MXq8c+4B3Yz1dbcNQ+HKyCqNT/7hdQautsZOsyUmkpSRcUP3zNu8Lfb3rFVrQNVi4RaAGQ7zyY9eZ6ivl1Xbd7Fm50Os2/vInOukL89lXdHDc8YdK1fFwi0gFm4lZTgIjo4yqfdjS3mCgc5NaPZIuBXVedGPr2t89iXvCNO0+OgfWvjVtxpi4VZCso3PfWMXRS+uva/CLZAKLnGPKi0txePxzAmQnE4nR48epaKiguLi4lgz+P3799/R+Xm93jl9wK7F4/HMWc6YnZ1NYWFh7HVWVta8YUy0Qi3adwoioc/rr79OSUlJ3Ll3YhfJ+TgcDiorKzly5EismX606ftMM8NJXdcpLy+f93oz31dZWUlNTQ2Dg5HGk/M10q+qqopVgmVnZ8fNSQghhBBCCHFvGH6nnZG32qYHVCB+pSAhM4h35AynfZFliXp3R9zxhNR0Job0Rd3PsWIlelcngZFIopSWlU3R57+C+6/+B4qmxe2GaAQDfPja34OigmVG/gRQpntrjfT3YU+M9KJSbXaSMjIYHxwgNSMTvbOD2bsvTg7prN71NKa5BV9fCuZ0i7AIDVZuziSzIHlRz7OUAhNhar/VwNXz0w3+HXkpfPZPdpKZn3rH57MUJOAS96SDBw9SVVVFVVXVnGNlZWWxcCkaktzpCq5Dhw7d0G6FVVVVN9TkfrasrKxY2Bf9c2Yl1L2gqKjomhVtDocDv98f99q6TpkvRMKu6zX8B+7a7pFCCCGEEEKI6xv9oJPhX7bGD65PBu9ELBOysOhObuf01bfn7DoYNe4bmDM2H0WzMa77AYXhvh4AHv/675K1chWazYYRDqNoNiwjDMCq7bvoarqAOfXaUbAiUuU1679ZfB1t5G/YhK+znfGp5vMrNm9Hs2l0XmzCNMIs37CDvqbTJGUV0Xt1D6qqsv6hLALjYbouzSjfMsDrGeDUqjb2fvbOrTzx94zxi788h947XTm2dkc2+/9gG4kp9js2j6UmSxTFPamoqGjeRvOzl+DN7NV0L/P5fDc9x7Kyslhz/Si3282BAwfmjN9IHy4hhBBCCCGEuBPGTvSg/3SejcRaJyI7JxLpzXV1pIGPmiJtTOYLt+ajJafMO56zZh17Xvoyqs2GGQ5T+MjjZK1cRduZUxjhMKrNTu7a9QBk5Oaz+fFnME2DHGchtoQE9K4OMlasAk2bquZS2PrsflSbjZ7mS1gW5BVuBKDuJ8founSRbU89y87nvkxf0wW0pMcxjafQ7CqKBldO++i6NEzO6lRUG6h3qdzo6vlBairr48KtohfX8tlv7Lqvwy0AZTEVFJ9mJSUl1uwQQdwZ0cbq0cqcI0eO8Oqrr8aqgHRdp7i4mKqqqnu6kXh1dTVOpzNujh6Ph5dffpmsrCyqqqrwer2Ul5dz4MABKisref3116moqKCyspLDhw/jdrtjSzZ1XY9VsM1uMu9yuSgqKrqhHQmFEOLTTlGUesuySq5/prhT5PeXEEI8OMZP9eF7/eLMlXsxSQ/nMnm6n1AgiHfoNKf971CwZRvdjeevec203AJG+7qveQ4AqoYtwY5lmmiahmqzE5qcxAgFWV64kf6Wy7FTV2/fTXvDmdjr2UsYAZIzM5mIrkpRNZJSUklIS2G4pyd2jmZLwAgHsaW/hM2+laRUGzufXcHJn04vzVRtYEYKxSjYtIwv/rOHsNlub+JlWRanatv46B9apnud2VWe/Z0tbNqbf1vvvZCl/g0mAdd1yA+su8vlcvHKK6/gcDhizceLiyPNBuvr6+ft83Qv0XWd6urqRS2xE0IIcXdIwHXvkd9fQgjxYBg/N4Dve43TfbbsCoSmMggN+FwGb//1X2GYBr6xSON5RdNAUViWncdQ7zzN6G9Q4b7HaDnxIfakZLY99Sxna99gw8OPc/VMPcGJidh52557kczleXje+DHL166nrfE8jtwCLMtgqLsrdl5u4Ub6osGYqoFpsCw/PxJyqTYwbaiJxax9aD/dl4bJXZ/OlsfzeO87zSzLS2S4NxA3P9UGX/3XReStc9zysy4kHDT49f9q4tInvbGxtMxEPvsnu1i+Jv223fd6lvo3mPTgEve0yspKqqurYzsI3suVWvNxu90SbgkhhBBCCCE+dSaafPi+3xTfRH4q3FLXp2JeGaPzw3P0j8xoOq8osaqpmwq3og3iAcVmxwqHmBwbxZaYxHN/+CdkFayk4d23GerrjQu3AC59dJwXXv7HFH3uS3zw/b8HQO9qj1xL08CyUFWN9XtKGGi9EunVZRrkOjfS39rCxkf3c/VCLpYBqi2X7suRXlt9V0awzMicsvJT4gKutOwERgeDdDTpty3gGvUHeOOvztJ3dSQ2VlCYwWcqdpKyLOG23PNukR5c4p53PzcPv5GdFoUQQgghhBDiQTDZrDP4nQtgzFgxtswGmyK785mmiYVF/6WW+DfOt8JskUv3VJsdLJPMNesilwqHUDUbnRfOEQ5M0tN8kcGuDsKBSfq8l0nNzIpMKzcfFIVtTz7De3//Ldbu3MNL//hfsXLrjsiFFYWdz72IZZoY4RB1P/4hCckppObkAtDfdgUtIQnFthVVzUOz56EoyvSSTAX6r44B0HrGP3PKjA4GySxIZtfzKxf1jDeq58oQx/7iZFy4te3xAr70L/Y8cOEWSMAlhBBCCCGEEEKIJRK4OszgtxsgPCOsSlJhOAzeMZREja6rjQTCE/ROXL3+BcPhaxxUWPtQCTuefxEzHAJVxd/WGjuas3Y9G/Y9ji0xiTNv/oLey5emLxsIoGoaw309PPTi59j+dCmGYXD1rAfTNOm8cI7MVatJTEujYNMWdr/wObTEJCzL5Onf/SN2PhNZXZSz7mEU+1dovxDplq+oYEuMNJYH5u09NmP6+HsmuHJ66TcKu/hxNz/676cYHwpOzUvhyYObeOa3tqDZHswo6MF8KiGEEEIIIYQQQtxRwc5RBv7mPFbQjD8wOfXagH57N/nWapqGP0EP9s69yI1QFLovNgIKimaDqaWAqJF0qc97meZP3mfvl8rYuf8lhvyDkeOajS1PPIM9OQV7UjL5GzajKApGKMQH3/8OZ2p/BoC/o50tjz/Nu98+yqWP3icpJRUzHGK4v4+J0RAAw/0Z2JPysEyF5WtSsUxQFIX1D+Wg2QEFnHuysSWqqDZY91BmbPq2RIVnfnsTG4qX39rnMINpWnzwg2bcf9uIEY58HompNr7wz3az69lVkeqyB5T04BJCCCGEEEIIIcQtCfWOMfCtc1iTxoLnWJbFJe9HALSPNZG/ZTs9TQ03f1PLJDgxxvm3fhkbUjQbmk0jHDCmXmuM+AY5734jds6qLdtoeO9t1u7aQ+vpemqP/v9ZsWkzimZj46OPc/mj9yl8+DEA8gs3cfH9d5mcGMMyItVkZ9/6mLHBHhLSnkRL3MyWR/K4fHIAX+8YigartzrwegawJ2oUf2YVo3oQI2xiGRAYN9DsCkbIIjxp0Xyij+2Prbr5z2CGwHiIX32rgbaG6YqwzIJUPveNnWQsT1mSe9zLpIJLCCGEEEIIIYQQNy08MEH/N89hjscvJ1RWJse9nlwZpn2sifaxJoD4cEvTWAxFjcQYWavXxMZUm53lzk1o9gQUVSUcCERPZt+XD9D4rjvuGh0NZwlPTtBy4kMsw8AITNJ+7gzL8nJx7tlLYkoqyanLaPnkQ97522qe+4M/5oWKf4o6NcexwWYcK3eQmP4Immbj8skBLNNk88P5WAa0XfBjT1TZuG85A51jXDjeHe19T/elYUzTInt1MqpNYcO+5Vjz9R67QXrvODWV9XHh1rpdOZQdLv5UhFsgAZcQQgghhBBCCCFuUlifjIRbI6HpQQWwgTU0GRuysDhe992FL2QYKAlJ17yXoihYlkV6bh6+9jZy1hcCYIbD9HsvYYSC5G/cFAvLVE3F19mGEYrMLXPFavK3bp9xPRVLmdolEehvaeadvzuKZVl0NJ0HYNWOXWTkFaD39bLc+VDk4Wy7WVbwPJZlYRoG4aBBOGiRlpHIlsdzMQyTlAw7F97rwesZQLVFenOt25XJ6p0ZWAYMtk9gWRYf/cBLf/t0E/ibcbVhkGN/UYfeOx4bK35pLZ/9450kJH96Fu59ep5UCCGEEEIIIYQQS8YYCdJ/9ByGHog/YFfRcpMwOsaxsAiHw9T5f4l/smfONZKWZTA5PASAFZycc3wmZ8kjqJrK5Y8/AGDw6hXW7HyItnOnIwmSZdLnbUFVFEzADBtc/vgDnPseZcw3SG/zJeiavp5lmRA2SV6WwaZHnmS5s5CL779D+/kzBCciYZFlWhz7z/+GcDDSrF1LfAhb8rMkpSZimRORkMw0ceQn4am9SjgAWDDUO/2ZJKapTOgmrWf90fZgAOSuT8XfGcAyZ/UsWyTLsjjtbuejHzbHNqC02VWe+52tbNybd1PXvJ9JwCWEEEIIIYQQQogbYoyF6P/mOYzB6VBKyUskYW0GgQs+lLwkzI5RLo+conX4LHqwb97rRMOta9HsCRhGmNZzp9n2xDOxccs06W+dCrnOn2Xn/pewgPO1b6CoGoqmoqDQ6jmJObUbo6JpWEZ8n7CkZRlsefIZmo5Hwi0A1WbDDIe5esaDEQxSuO9RxoYzGNG3YxkWbef0yA6JaiSc0nvmD+cS0jQm9On7WTN6vPc2jwHg7x0nb53jup/DTOGQwTv/6yIXP54ODdMyE3npj3eSu3bZDV3rQSEBlxBCCCGEEEIIIRbNnAwz8NfnCc9YEocCqU+uxKbZUNPtjL/VAZbF4ETHnHArMcNBYEhf9P0sywLTxAqFaHinNu7Ysty8SAUX0Pjer0lMSWH1zodoP3caxaahoGCEpnuDLV/rpM97mcSMDAJDkXDN39HGsf/yCooS6eK0cvtOsgpWcc79BgWbH8HXtQwtZR/6ZT+okVIpVYOUZXZGfSHSsu2M+kMwTyFWcNQgfbmd9Kxk8gqXERwJ03C8B1WDvMJ0ui+PoHBjOxuODQV446/O0XtlODaW78zgMxU7SM1IvKFrPUikB5cQQgghhBBCCCEWxQwaDPxNA6HO0enBJBUsGP2RF/21S+gNV7Esi8vDnlhD+ZmMYGDO2LUoCqComEY4UomlKDDVbL635VKsh5ZlWWzY9yi93mYA9n25nL1fLp+6QESf9zJrdj7El//1f2DjI0+gJSax8ZEn2PulcoxQEBSVzoZzoKSy+zPlDA2WoCVsoe2MPzIXiARZFoz6QmQWJDM6GMK5OztuzmoCOPIjPcVG/CF6WkY49YsORocmUG1gWtDbOoLNrpKRe+3eYzP1tg5z7M9PxoVbWx4r4Mv/Ys+nOtwCCbjEEvJ6vRw5cgS3282RI0fQdX3Jzr1f3c9zF0IIIYQQQoiZrJDJ4LcvELw6Ha6gAAGThJ2ZAASNSYyOCc763+W07+15rxOemFj8TRUFIxRCUVUKH34MRbOh2exgmhTue5Q1Ox+KLTk0jDAXPzzOc79XwWMHfwtN0Thb+0Ys4ErOjMyx7fwZflz5n+m4cI4XDv0T9n2pDFVVwbJwFKwE4PxbP8NmL0SzqSxfkwpAZn4SlgqoEG2btXrHMhKSbWStTI1N2Z6kklWQOr1sMQxmOFL5dfXsUKRSzIS8dcsIB8245vDXcvGTHv7h/+NhbCgY/Wh4onwjz/32FjS7xDuyRFEsmfLycurr6wEoKSnh5Zdf5tixY7d0rsfjwev14nQ6b9/EbyOPx4Ou6xQVFd3tqQghhBBCCCHETbMMk8HvNhJo1qcHE1UImaBAeDSIFba4MtZA68jCPbduxHLnRgbaWsnIzUPv6iA13YGiqhihICt37OLq2dOEJydIdmQxofvAtAiFQrR4PuHqaQ/ByQl2v/A5zrz1SzBNwhMTsR5cGXn5+Hu66LrYyFt//VeY4TCKpqF3taPa7Kza9RVazhgUFuXS8G43AP6eSRwFSejd0/22mk8MomqwdkcOqqriefMqq7Y4uHLaN+d5bMkQDoBpmazdnUl7Q6QqbNQfvObnYJoWn/y4Bc+bbdMffYqNF/9oB6u3Zd3y5/ygkIhPLAmPx0NW1vT/w3I4HLjd7ls+t6qqirKysqWd7B1UVlZGVVXV3Z7GHeHxeKiursbtdsf+vFG6rlNRUXFT57jdblwuF0eOHKGiooLq6uobvr8QQgghhBBiLsu08H3/IpON06GNkmaDgAlqpDrKbB0jFA4uWbgF0N/aghUOoXd1ADA6rGOGQwB0Nl0gHIgETRO6LzpRsles5vJH7xMMBHj8wG+T69yATbNRuO8x7EnJ7P3yAdA0eq+2Epqc5MyvfkFoYoJwMIDNnsCmJ75CkuPr9HrzCU0aTAyHsCdrFGxKB0DvniR7dTIASekaRtjCNCwsy0JVVTSbSkdTpLeXsygbZcauiWYIMMEKQ/t5P2YYVm3N5KH9qxf8DIITYd74y7Nx4VZmfgplrhIJt2aRCi6xJLxeLw6HI24sKytr3uqrxZ7rcrlwuVy3a8p3TPQ5Kisr7/ZUbhuv14vL5aK2drrhY3l5OU6n84aq71wuFz7f3H/puN450TBt5mdcXFyMruscPnx40fcXQgghhBBCxLNMC/8PLjNxbmB60KZgTYQh0w7+ECjQkXiFho53liTcUjQblhGeXgcIJKan4z3x4fRJYQOwIr24ZpyXkumYugi0N56j48J5zHCItrOneP6PvkHXxUYwDFSbimkYsd0SNXsi2579R1xtyCIhWcFZtJymD7vxnhrAlqgy1X0LRYORwUjF1c6nV3L2150AnK5t58qpAdY9lM3Vc4Oodli/K4eHStfw8Y+9dF0cQlFhy+N5NH3Qi2nA+j3Z9LQM4esaJ3fN3J0Ph/rH+fn/cw5/91hsbO3ObPb/wXYSkyXOmU0quMSSWCiUmK+31mLP9Xg89+3SxJmcTicej+duT+O2qqqqmlNVVVFRcUMBpdfrvW64tdA581XJlZaWfmqq54QQQgghhLgdLMtC/2kL4/W904MaELbAIBJupUXOG+hqXbLKLcsIx5rIR/tnBUZGYsdVmx0tMXH6uDodbahqpGQqb10hbWdPYYbDrN6+G9Wm0XWpkbPuNwDY+uSzbHjkCUpf/qfsfukPURK/hveMg8KHllOwKYO89ekkpSaw/al8MgtS6L4U6Tu27bF8Vm7KmLq1wpMHNwPg9QygqNDe6MMMg6qofPyjKwwPBPB1jbHj6RV84Z/vJjQZ6RdmT9LIXplKKGBiTvUQm6mjycexv6iLC7f2vLCGz/7JLgm3FiABl1gSWVlZcwKqhcKKxZxbU1NDeXn5Uk7xriovL3+gl8zV1NTM6TNWUlJCTU3Noq/hdrvZv3//TZ8zs3osanaloBBCCCGEEGJxLMti+JetjH3UPT2YqLLsD7fG1oJZWDT0fMRZ/X0uDp1Y0vtH9z1Mzc4GbTrQSc3KJjk9nexVayIDpoWiTldYtZ8/y6bHn2L78y9Gn4Qe72XMsMFZ95uxwOzCe2/R/PH7vPO31azYuJ70rNWs3pZNw/EerngGee+7l1mxIYOUZQn0t46SszYVe5JKc/0AbRf8qDZIyUxgZGCcwuIcAFS7wkOla9DsYFkmWx/Po6fFj2lYXPykl3e/c4mW+kgl3M7nV3Dql22EAyYdTXrcs597p4Of/M8zBMbCAGg2ldLf38ZjX92AqiqI+UnAJZbEQpVW8zVXX8y5tbW1HDhwYGkmdw84cODAgg3373e6ruP1euP6qsF0uLSYnSTdbvd1v+9rnXPs2LE5S0Bramo4ePDgde8thBBCCCGEmGvk7XZG3u2YHrApkQTBHyJxazYA7ROXuKB/jDd49pbvp9psrNi2K/bamqrKCk9MsHzt+tj4mG+Qh174POv3lADgyF+JFQ6zc/9nePzrv0Px57/MpQ/e4/IH72FLTOSR8n/E3i9+DdM0wDTQVI3lhRvR7AlkFOwiFFDo8Q7x2NectJ0fQNGgYFM6q3dk0lzfT1fzMIkpNnY+vZKNe5cTDIQxgpEdEd//fguf/KSVS5/0YUtUp3ppWWApGCHwvNnO+Xe7SUjRCE0a+Lund49sP+/HCINmU1i1JbK7o2GYvPPdi7z3/UtYZuQeKcsS+PK/2sPmh/Nv+TN+0N3XdW2KohwGvEAWgGVZ1yyRURTl0IyXDsuyjtzG6cXs/Ludd+I2S+Lc7567qfcVFRXFVWF5vV5KS0vjXmdlZeFwOK57LkTCjOtV31RXV8dVgr322mscPXr0juxYWFNTg8/no7a2lmPHjsVe19fX43K55oR4DoeDurq62z6vuyH6XS70fS1mF0xd16/7fS/mnKjq6mqKioqk/5YQQtwm98tvMCGEEDdn5Hgnw7VXpwfsCqxLhsvjDP+gGUyYXGNw8uM3MENBgqFr7wJ4LWk5eYwO9GKGw3RdiARlu1/4LIZpct79SwJjY/RfaQbAufdRvCc/4tLJDxnqiVSW6d3tKJpGXuEm3v/O37Dx0ccBaG84A0D/1Su0nTvN6p17aK3/BEVT6W+5jGpLZKi7BVva01x4P0xgfIBwEFQNBtrGMAwTRYXOJp3C4uV8+IMWAmORpYSKCmYYTCK9v5avS0PvnuDUm+2x8AsVHAXJ6N0TjA5EPh9Fgy2P5nHx4z6GByZwFmXTenYQC4uJ0SC/rDpP12U99tksX5POZ/9kJ2mZSTf9+X6a3LcBl6IolcBJy7Jqoq8VRSmLvp7n/MMzf0wpilI0e0zcmqNHj3LkyBGKiorweDwcPXo0dszlcrF//34OHTp03XMXo7y8nL1798YCDJfLdUd7dvl8Pg4dOoTL5aK8vDw2/4qKCvbv3z/vPGZXON1N5eXl8/ZHW0hVVdWCn+2NXGc+NTU1190pczHnRM+LLlV8UCvmhBDibpPfYEII8WAbPdHN0M9nrcIIW3B5PPJ3C0hQ+Oh0DeFA4NbvN9Ab9zp7zRqe+d1DXPrwOOfdv4wMKgqPlv8mI77I8r5+bzOoKrbEJIxQCMswaD1Vx+ToME3H30HRNKypvlZXT3sIBwNcPV0PwJYnniUwmcOVMyYaCgmp+ZiGxdWGwcizRW4Y2fFwajXglXP9bHmkgMuf9BIKmVhTPe1VO1gG9FweYcvjuTR9OKMHmQm+9gkKNqXjyE3BskwC4wZXTg+iqLBycyZtDZF+Xc0n+2k928jwwGTs7RtLcnnud7ZiS5ixDaO4pvs24AIOWZY1s4N1LeACFmr6cxCI/ZCyLMujKMort3F+nzpFRUWx6qnZFVmzw4ZrnXu9Sp3q6mo8Hk/cNffu3YvT6bwjPZfcbjelpaXouo6u6xw8eDB235aWlgWDIIfDcUNVSDeqpqYGr9fLoUOHrnuPeyX8WerKrbKyMsrKytB1neLi4jtW0SeEEJ8y8htMCCEeUOOn+9D/oTn2Wkm3kbA5E/u6dEZ/2gphExOLjC8VUnBqOwO/7sQMh5Z0DoNtbZz8yQ9YvWN3bEyz2RjT/bHAy7FiNXpXO2t376G94Vwk4DpTj2ZPwMJCURQsYNWO3fR5m9nx5LP4e7rpbDjDxQ/eR7F/GZs9H9UGa7ZlcuW0j1xnOo68VJrre9n9/Er620e4etYPgGVCS30fe15cS3pWAu/8r0sYIYvV2zK5eiZyzsjAJFiQlpXAqG+6oq378gjdl0YiyztNUG0KFhZezwCaTWH1NgeNH3QTCkw3mn/4S06KP7MWRZF+Wzfivgy4FEWZ779YfUDpPOOx44qiHLMsq3zqGoeA127H/Ga72WV/n1bXW9Lmcrl45ZX438W1tbVzgrL5rrtY0eWU84nex+12A8RVFl1r3k6nE6/Xe9sCl7KyMgoLC2NVcnfazYR3r7/++nXnu5hzZnM4HFRUVPD888/j9/tv6L1CCCEWdr/9BhNCCLF4Ew2D+F6/OF3FlKiSUpzPhKePJGcGPJbGW6//FeFQkDWnijlb+4sln4Nj9Tr09lY++sH3aW+Y7uuVtCyDhnci//2laBqOFSvQu9ppqTvB6h272Pbks7z399/CNAy2PP4Um594ltO/+DGXT36MZRoExkbpbDiDLWkz+75aRmr2Crz1g+z9/Fo6mnSunPbRfXmEwY5xsBTqftYWN6/1u3LoujTE2bfbeaJ8A1sfy6fhvW60qYbvBZuX0ds6CkDysumAKyXTxrg/0ih+ajUjZthiWW4Cw31BjLBF+wU9dh97okbp72/D+dDyJf9sPw3uy4CLSL+H2Vv06QCKojgsy9LneU8FUKsoih94FfAuVEov7q5opdN8PB4Puq7PWa5WV1dHRUXFgtf0er24XK4Fj882c/njQhYTqs10O6u3ou7UEs357unz+eKeL/odLjQnj8dDSUnJNa+9mHMWEq2yi1bcCSGEWBLyG0wIIR5Ak5f9DH63MRbCACh5SYy90wEKDP2gmbAaxgiFWPvMXgwjvKT3T0rPYHJkCMWMTCAtM5v282em5zcyjBGMLIe0DIO0jExUzUbWmvW0nz0FWOx56YvU/fSHnPnVL/B3d9F58QKWEUa128lZu4Mrpz0kpu/j/HtBVm0eoqNRJyHZxpodmWh22POZNazdls3b326abgavRPpttTcOUrR/LZ5ftfHu9y5jWgYrt2RytSHy/yUmpyZgT9RIz0qk/+oo6TmJjAwEGPeHyVmTwmDnOI6CJPwdkSWIw31BElI0guPTVVvp2Ul87hu7yF6ZtqSf7afJ/RpwOeYZi/7YymLqh9ZMlmV5FUWpIlImX0mkVH6hXhGHgEMAa9asufXZihuSlZW1YLVVtFH77NDE4/FcM8RwOp1LvizP7Xbf0C598+00eLcsZQ8uh8OB0+mcc71o4LXQ++rq6mhpaeG116b/Ed/j8cTCyL179+Lz+a57TlFREcXFxdTX1897r1vtESaEECKOY56xJfkNJr+/hBDi7gi0DjH47QtgWNODKSqpL6xm9FsXsSyLUDBI3eCbJK3PwTDCnHe/uaRzCIeCpGRm4dz7CL2ZDjoazgOQuWI1/q521j9UQvOJDync+yhpGZmceeuXYBr4O9vIyC+g/exp+r1etjz+NGdrf0HbudOxaxcWP03D+2mkZB5gw75tXPq4l/ZGP6pNwesZoLNJR9U0MrKTaW/UGfVHQijVFmk4rygaimIx0DmGZVmEAyao0NHoR9UgZ00K3lMDZBak4O8aJ3NFCuNDAVZudtDt1RloHwcLRvoiVV35znR6r4zEhVsrNmbwmYqdJKclLOnn+mlzvwZcOlO79swQfT37XxUBmPphdcyyrCOKopQBRxVFcUbL5Wea2gmoGqCkpMSafVzcXg6HI26Xxdlmhxg1NTXXDFJulxttjj+zwsntduNyuaioqIjN+9ixY7hcLrxeL16vF13XY1Vkbrc7tnSztraWysrK2BzcbjdFRUXoun7Nz22mpQ77SktLqauri1t+eb3Qcb5lh0eOHOHkyZOx55vP7HO8Xi8lJSVzwsNoSCo9uIQQYknp3KbfYPL7Swgh7rxgxwgDf9OAFTLjD4ybjP/kKpZlgQVXRs/SPtYITdDddH7J5xGenCA8OUH9j14nt3AT0S7uK7dtZ82OXSQty6D1dD2tp+tRVBWw0Ox2VmzaQnvDWfI3bmbX/s+iKEr80klVo/XMJySmr+ShF/dw6pdtGGHQ7AaKCooNNpQs53JdH8dfayY4YZCYYmPfF1dz9tdtOPfk4vX0s2Kjg5b6ftYXZaMQCcYATAMG2sZBBX/XOCkOG/6uSDP+hFSNohfXYFlQ/0YblmKSkZ9Ej3ck7tlVGzz61UIJt5bA/Rpw+Zj7L4gOgPlK46P9IizLck/9WaMoigdouZ2TFDdvobCqtLQ0bqlhtJLnTi9Bi/bfupHwZOYzlZaWUlpaSn19fSzoie4EGV1+mZmZyeHDh/F6vVRWVsZ2B9R1nSNHjnDo0CFefvll6uvrY9e9kWWYS6myspLy8vK40KqqqoqqqqrY62jjd5fLtWBPrcHBwevea/Y5TqeT/fv3zzunw4cP35Vlm0II8QCT32BCCPGACPWM0f+t81gzmpujAQZgB6NvAsMMY5hhWkdvLdRSNDuWsbhm9H0tl1BUjZx162l6/13Ck5Hlgmt2PkTbudOomg1ME1NRaD9/hryNm+i5fJGB9quse6gEVbNhGmHQbGBoaIlPY5HD+FAQIxxZcvjkb2xkYijMaXcbzfX9LMtNImdlCq2n/TxxYCOZ+Sksy0nmwx9cRlEUElM1FA1azw6iqgqaTcE0LbJWJDPYMUH2qmT07knG9cjSzZw1qVzxDHLFM8j6PdlgQnpmEnrP5JznVVUVTVNv6fMVEfdlwDW1+44+azgLcC/wlixm/ZCaKpeX/g/3qNLSUjwez5wAyel0cvToUSoqKiguLo41g58v4LidvF7vnD5g1+LxeOYsZ8zOzqawsDD2Oisra94wJlqh5vF4YmMOh4PXX399Tn+qO7GL5HwcDgeVlZUcOXIk1kzf5XLNeZ6FKsyiId7rr7+OrutUVFRQUVER9/1f65zDhw9TXV1NS0sL2dnZtLS0zAnchBBC3Dr5DSaEEA+G0MAE/d86hzUxo5eWSiTcAghB2AhzcvAXjIR86MG+W7uhcmOFuZZp0O+d3s0RVaXz4gUATCPM6h272frUcxz/zl/j3LMPvauL1Tt30/zx+wCs2fkwK7c/j6Iq+HtSuHJqEAuwJaiEgybjeoiG97rYUJJL4wc9DLSOMdA6xr4vrmPEN8kHP7jM5//xbj73jV1c+LCLhne7Y1MxsFA0wILEFDswwWDbBPu+uI7+9mGunPKx/akCOhqHaG/003o28g/084VbK7ZksPWRfLJXSd+tpXBfBlxTqhVFKZvRpHQ/ECsXURTFCRRZllVjWZZbUZS4DuSKojiAxW+rJ+6ogwcPzqkAiiorK4uFS7quU15efscruA4dOnRD4UlVVdUtVVdlZWXFwp7on9XV1Td9vduhqKjomhVtDodjwR0NnU7ngt/3Ys+RMEsIIe4Y+Q0mhBD3sbA+ycA3z2KOzKioUkDZmI51cQR1czqBi4OcHHyD9rGmea6gML3V4uJY4YWb0qdk5zA+OACo5BZuoK/lEpkr1+DvbI/dp3Dvo7Senl650uttZsez+yn67JfwvPETij//FUzDxGs7gaKotDc00Nu2kUe+8gjdzW3krkvj8bJCVm7I5N3vXcQ0TAITYS6d6Jl+FhXGh4M0vNeFLUGbelSFS5/0Rg5rYCmw9ZE8mj7pZd3ubNqmmsyv2LSMMX2SjsbIf++M+QN0N+tseyKP07/qXPDZV2zM4OTPrpK9chnLV6ff0Gcq5rpvAy7LslyKohye6uXgBFpm7chTCpQz3cTUpShKJTP+FdGyrLuznktcV1FR0byN5mfvROh2u3E6nff8MjSfz3fTcywrK6O8PL5VnNvt5sCBA3PCnmgfrrtVySWEEOLBJ7/BhBDi/mWMBOk/eg5DD04PJqsk7cxm8kQ/AOcuuunovHCNqq0bCLcUZeotC78nEm6BLTGB3HVO+louMdTXgz0pGdMIYZkWJZ//CmkOB2fe/DkAmQUreOtbf4lpGCiKSt1Pf0hoYhzFlohzXxmtZyycJVtZuSWD+jdM+lpHOf/rblZvy0KzqZx9uxMjaLLtyQLynMsY9QVIz0rko3/wsv3JFbScijy73juOZtMwbRaKGgn2UjOTMMPQdt4HikJmQRJdl4bpujTM8nVp9LeO0nlZJzAR5uzbXXHPmpGbzLBvAiua95kWn6nYSY5UcC0JxbrG/9BEpMlpdOc+cWdFG6tHK3OOHDnCq6++GqsCivZ0qqqquuMVXDeiuroap9MZN0ePx8PLL79MVlYWVVVVeL1eysvLOXDgQGwZXkVFRayPlNvtji3Z1HU9VsE2u8m8y+WiqKiIo0ePSsglhBCLpChKvWVZJdc/U9wp8vtLCCGWnjEWor/6DOHeienBaM8tFSZXGCgdQd7p/D56sA8tIQEjGFzocouSnl/AxPAw4fGxeY87VqxC7+oATUNVVGyJiYQmJrBMg0fKfxNf+1Uuffw+mx59gp7myywv3EDLiY/AnG6Kv/uFz1GwcQveM/14T4WxJeVht2toCSq7nl3Fqdo2ctaksfWRfDbtK6C/fYT2Cz6wLE6521FQUFTY/fxqzv26k8/+450M9U0w1D/OaXcbq7dmc/X8IEYwkp1seTyXZdkpnPpVG6HJyDwUDVQVvvCnuzn7dhfe+v45z6ookZxP0UDTIkslnXuyKf7MOpavWYYSDQM/RZb6N5gEXNchP7DuLpfLxSuvvILD4cDtdnPs2DGKi4sBqK+vn7fP071E13Wqq6tjuyEKIYS490jAde+R319CCLG0zMkw/UfPEeocjRtP2JdD8MQAJhYf9/0k1m9LsduxQotrCr9kFIWNDz/O5Y/fR0tI4JGvfJ0PXvt2JDkyTXZ/5vNc+uh9gmNjGOEQis3Ghr2P0NFwHs2msfnxP6Th/TD2JI2nvr6RUX+Ac+90EpwIEw6aoMAjX3KSlpWE+28usPPplVw80Y1lKpimOdU8XuXx8o0c//4lghNTDckUePiL62lvHKTr0jAAz/zORtrO+XAUJOPvnqDrsp8nyjeTXZDKmbfbufhx74znYk7R2/qHMhn2BRhsGychWeNL/2IPuWuW3ZnP+R6y1L/B7tsliuLTobKykurqag4dOhTbefB+4na7JdwSQgghhBBC3DVm0GDgbxviwy0VUr60DtvyZMzuSSbbdR7Keo7jvZHV5Xc63MpZX8hwbw+hUKRizEJhza6H6G+/wuWPPkBLSGTrE89iWRZn3/w5qs3Gw1/9Oufcb7L5iXJWbFzHiZ+NUFi8nO5mHUVVufB+FzueXoHnzVZUG2x9LJ8zb7fxuW/sYt8X1nP27XY2luTRXNePZUV2M9z13Cpm1lGpdtj70jpWbXHQ2zYUGVSg+eQAHY1+tPMqqgYP7V8DlsU//PdThGbuShl5mDiKBldOT/cmtiyuuYRTLJ4EXOKedz83D7+RnRaFEEIIIYQQYilZYZPBv79AsHU4/kB+EuM/vwqGhWVYtAydonX0PKO2UbiZVYnR9XfzmL3UMXfTVsxQgIEr0z2XB660kLdxM631JwDIzMtjoL2NK6fq2fH8izQe/zVXz3poOv4OWkICmj2BiZFEDOUlGj9KIyN3GY98KZfjr19i13OrwDJ58dAOsCzOuDtQNZNURxKmAYqikJ6dyORomMaPulFVhdVbM+lo0jntbkNVVTbty+VyXR9PHdzEsuVJ/Pj/PEM4aLJqi4OCjRk0HO9ixaZl9HpHCE1anHG3EwoYWOaMB1em/m/GWOaqRHY8vZKmD/robx1FUSPN6/kULk+8HdS7PQEhhBBCCCGEEEIsLcuwGPxeE4HLevyBTBt0TULQwjAMgqFJWkfPowf7CI+P39S91j5UvOAxIxjEnpwaez1wpYXBq1djr1fv2I2WkEjv5Ys49z1K1qo1DLa3UVv1PwlNjNPjvUw4MMnHP3iN4PgYRjBIXmEJp988hhE0I03jf93B8OAEgTEDzy+v4v7bJtov+Ghv9KPaFHLXZnD+3S4UBfy944wOTk59SAAKV077sMxIHy7LhOb6fvbsX0thcS4XP+mLhFtbM+lrG+aMu4MdT67AkZeCEbZQbWCa1pxwS7XNza1GB8J88H0v/a2jpGTaSUhReerrm2UHxSUiFVxCCCGEEEIIIcQDxDIt/DWXmGwYnHvQHwYFDMtgYPUgpz/+eaSpfFISxuTkTd2v/dzpax4PTUSazCuqijm1DFFRVSwLelouse3p57Asi8bj72AEA9PHDZPB9jbQNKyptX6qPYHBrtUkpq3CWbKV9buyUTUNw4gsDdzzwmomRsPUv3GVcNAksyCZjkY/uevT2fH0Cj76YQumYbH96QIuneghZ1Ua3ZeHQYHxoSCWZREKGJx2t5GelcjFE51kFiSTlKESnDTBhBM/vzpdmWUphAPT6VaKI4HAeBBFUQmHTXLWpOIoSGSoO8CyggRaPoksTxz3h1i+Lg3DMLEs61PZZH6pScAlhBBCCCGEEEI8ICzLQv9xM+On+uIPqEQqllQIGSHC4UAs3AJuONyaufTQDIcXN7cZux9G/x6amOBc7RsoNhvW1HUyV69mqLuHSHsqE5vNRjgQCb4e/soBAoGdYEFzfR89zcMoKux8eiX2JI2M3FTOv9scaSwP+LsnSM9OoO/KCK2ZA2x/agXn3ukgdVkCpgE93sjyzTXbM2l4r5uEJA1VhVDAQO8fIzwJ/vEJ/N0T02vgZlRrmcb00kxVhXE98pms35NJcpqdC8d7GGiLBHz9bfG7Sfa3jvL23zahaRqb9uYt6jMUC5MlikIIIYQQQgghxAPAsiyGfnGFsU965h5M18CKLF1sGvmE44M/ioVbN2NmX61lufOFM/EVSYo2t75GtdnJK9wYnTw7Sj/D6p278Xd0oGoamx55AkXVME0TxWbn0QO/RTCwmwvv9XDxox4sAx756nqce5Zz7t0uLNMiPSeRnc+uovjzq1m3OxPNrjAyGJmr1zPI6dp2dj27mjNvdWIELSwDNLvKQ6WrKf2DbXzxTx9i4758jJDFqTc7WLMzE4DlhSkUv7SKzY/nsiw3ac6jqjYo3JcdG7pyanDquSHZocXG07IT0BJh65P5JKbY2P50AYVFOYv+3MXCpIJLCCGEEEIIIYR4AIy81cbo8c75Dw4ZGBic873HxaETS3K/1OxcMvLy6GpqmOdopLIpc+Ua/J1tWMasKi9VxZ6YyPqivSgo9LRcovHdt0lISWH3i5/jwnu/xnuqDgwD0zSwJ6ZgS1hPwwe9KDYwTDDCJlfPDuI9NcjKrQ46G3XqftZGR6MfxRaJ2KK9sdbtySYlzU6Lp5/UzAQsy0Kzw9od2XhPDzI8EGTzvnxM00T9MBLOhYMmbeciSwoHWsfpbxnHnqgSmrEkMS0zkYmxIEbQ4vIn00tC1alMyzJgQjfQ7AqKohAYD1G0fw0DnWMYRhjvqQG2P7FK+nAtAangEkIIIYQQQggh7nMjxzsYdrfNfzA50sOqechz6+GWooCqkrlyNWODfXRdOAczlh4mORxxp/s7584pc9UaME2McJiPj32XgY42FE1D0VSe/u0/5Ml/9PukpKcTDkxiKQoJaY9jT/sqZ96eRFVV9n12HYnJNgqLl9PVPIQ9SaOgMJ0dTxfQd3UIVLDCYIYjAdeOZ1ZQ8uI6vKcGwFJQiIRNml0la1Ua+z6/DtM06Ls6RHN9Hxfe70aZCqgUDQo2LsOKtPiKC7cAJsaCkWWKU0tAM/OTUG0Kql3l4ie9ZK9OAWDLI3momoIZtjj1qw6unBrEMhR2P7uK7JWpiFsnAZcQQgghhBBCCHEfG/2km6GfX5n/YLoNayKMX+nntO/tW7+ZZYFp4u9sJ3Pl6rhDis3OpK5f+/2qht7diS0pidI/+ga7X/wcqqZhGQbhQIChvl6++2//lKHeyDLLvI1fJtnxCCWf24stQWX386tZuSUT07DoaR5i17OrsEyLup+1k+pIRkEFE7Y/lc++L6zjud/bwpMHNgEW4aBBOGzQ1aKjaBart2ZT/7OreN5s4+2/vciP/68zLFuexHO/s5ltj+Wz5YlcbHaN7ubh+GdQ4NGvOtn3hbVYZmSZY35hGqjg753EDFssW56IEbQYbB9Hs6ssX78s8vg2lad+YwPOomxQLM6+08Fg5xji1skSRSGEEEIIIYQQ4j41fqoP/UfNCx63RkJ0j7VwvO8HS3K/hNQ0woFJzHAYvbebTY8+ibf+BOFgACscuv4FTAMLWFawEsM0ufjhcYo/9xUsLMZ1Px//4Pux5YxZa5/H372KjSXZ7HlhDaqqcv69Dsb0AKFJg9XbMknLSsSeoFH80lp2l65kVJ/k4iddmBacebudz//T3Qx2jNLe6CccjCybbDzew/qiHDqafKzdnUVHo876PVl0XRpCVRRG/UEajveg2iAp1U5w3IhNX7Mp2BJUUh2JDA9MYIZhxRYHvd5hMCP9vBQVlmUn42ufQNHACJlcPTeIosLGkjw27s1neHASr2eQbU+uIGdV2pJ8N592EnAJIYQQQgghhBD3oYmGAXzHLkbbXUUka5Ckgj+EhUXYCHJOP75k9wyOjaJokfV7lmnSXH+CfV/6Gm3nz9B7+RLGQiGXoqBpNgwjDJaFr6ON2r/8H4DFxz/8HprNhqKoWEaY1Tv2sXpnCat37ONn/+M8bU0DnK7t4Nw77ex8ZhWn37oKKng9A7Q1+FBVhTXbsrhy2seF410UbMqg8XikAuxMbTvdLUOEQwbL16XR3zqKokHHBT+hgEHrGR9Y0Hbejz1RA0UhNTMBANOA8aH457ElaFgWHH/tEpYZCbsKCtPpax1i3UNZdDYNsWqrI9ZkPs+ZTt+VEa6cGsSWoNLwbjepGYmcfSvSK01TVRQlviG/uDmyRFEsGa/Xy5EjR3C73Rw5cgT9GqWpN3ru/ep+nrsQQgghhBDi3jV52c/gd5tgZkuo/EQIGbFwazxlAu9K7y3tljgfyzBQbXYwTcxggBP/8DpdjQ3zhluqbaquxrIwLRNnyaPzXi8cCBCanACgvzOXDUVPkJiQQFKqjYeeX8vpX7URDpqs3OJg5aYsMCM7F6JYKKoCikJhUQ7bn1xB9+WhyIUVaK7vp6AwA8uyGPVNRvpxfXYtml3BWZSDagPNrmBL0HjiwCaWr04nOTUBZaqn1kybH83lC/9sN1/857vY/fxqDMMgHDQ59WY7RsAiNGkSmjRoa/BNPTz0XB7BnOqvv3JLRuT52kd4tGw9igamZWCa8X29xM2RCi6xZMrLy6mvrwegpKSEl19+mWPHjt3SuR6PB6/Xi9PpvH0Tv408Hg+6rlNUVHS3pyKEEEIIIYR4QARahxj49gUwZiUwPQHIsWMNBOmfaOfXV7538zdRtUgJE5CQnkFwZCh2KCkzkx3PvEDdj2vANDDD4QWuobJ+zz7sqSk0vfsWlmHQdrZ+xgkWU3sdRl4qClribhJStmCYJnrvOOt2ZWNZJsHJMJpdoaPRj9czAMCWR/PZ9sRKLNOk/YIPy7S4cmaAxGQ7KzZlkLUihTPuDjov+9mzfy3p2Uk4cpN546/Os/u51Zx5qx1Vg7Xbs1mzI5sNxcu5+EkPH/2wJbb74syPo/2Cn13PrsHfPUb9G1dRVIX1RVl0XfKzenM2zfX9rNycQeHeHJre78XfM05ocvpCmhapMbpyapDgpIllQN3P2nDkprNpb97Nf1cCkIBLLBGPx0NWVlbstcPhwO123/K5VVVVVFVVLe1k76CysjIqKiru62dYLI/HQ11dHU6nMxZKlpaWLvq90f8NDA4OUlFRERdqLubabreb2tpasrOzaWlpobi4mEOHDi3dAwohhBBCCHEPCHaMMPA3DRCakcCkKjAWCYmsgSBY0DXRcms3Mqf7Ts0MtwAm/X48P/0BmJFKLnNW5ZaiqlimCaZJy8kPIzsvWpH5hQMBVm3fxcot2+lvbyV37XrG9CDnan/Oml3P0dO6kd3Pr+bix72cf7cTLFDskLsuHb1/jGXZSdgSFUzDIiUjAX/POKODE3zyk1a2PZnHul3Z5DmXoSgqJ35yhaIX17EsO5EPfxj5PB772gYA0rOT0GwqKzcvp6W+n7YGH/2to5F7Rp9DAXuyyqZ9+TTX9+J8aDmmYfLOdy9jhCzAovvSEJtKCnjkq+sBaPb0090yjBm2yFufzkD7KEY48uztjTpbnsjj4ke9dDb52f5UASs2ONhQvPzWvisBSMAllojX68UxazvYrKyseauvFnuuy+XC5XLdrinfMdHnqKysvNtTuW28Xi8ul4va2trYWHl5OU6n87rVdzU1NdTW1saFgDM/r8VcOxqOzfyMi4uL0XWdw4cP3/oDCiGEEEIIcQ8I9Y4x8NfnsQJG/IHxqXALC8syaRtt5OLQiZu+T0b+SoZ6Ohc8vmzFCsZ8PjaUPML6PSWM9Pfz8Q+/B1NL7azZS+4sC81mxwiHUFSVjoaz9DZfIhSYxHvyY9YX/QYJ6V9j+bpdDA32M9A+wpXTPtKyEhj1BXHkJNF7ZYSCTekM9Y9T9MIaTtW2U/fzNrCg5PNrsSUoXPigF0y4dKIPzaaw67nVnHunnZf+ZCePfbUQ07LIWJ7ES3+yEyx45CuFmKbBlTP9pCxLiAu37IkaL/3xDsZHgpiGwdhwgPPvdmGZFqYReb5tT+aTmpHAyZ+1YRhhWs8P4HwoC+8ZH46CJAa7R1i9PZPWM/7I9zdpEBwPYxmw4+kVPF6+Ae9Ury5x6yTgEkvC5/PNOz5fb63FnuvxeO7bpYkzOZ1OPB7P3Z7GbVVVVUVFRUXcWEVFBS6Xa8FlqhD5zl0uFy0t0/+6VFNTQ01NTSysWsy15zuntLSUqqoqCbiEEEIIIcQDITwwQf/Rc5jj8ywHtCBMmJah0wwGOmkfa7qle80Ot9KW57F87Xqu1H0MwEhvH/YEO1dO1dF6ug5QUDXtmr2kYv25FAU1IYHVu/bQesbDqq2lDPTks+nh5TzyVSfD/QGunI78N+OoLxhpDH91FIDuSyN0XxohMcXGU7+xiV7vEJdO9rJ2RzYTIyEa3u3CWZTD+l05fPQPLUwMB1BQuPhxDy11/RiGiT1R47GvbeD91y4TDIRRNQXLgKG+ydhcE1NsPP1bm+j2DuH5ZSvG1NQ1m0Ljx92RnloqrNjgYHgw8r6mD3sxDWg96wcT9J5JsKCjyY8tSSF/4zI6Gobwnh5Es6uYpklzXS9vf/sisI1Ne/Nv6TsT0mReLJGsrKw5AdVCQdZizq2pqaG8vHwpp3hXlZeXU11dfbencdvU1NTM6TNWUlJCTU3NNd/36quvUlZWFjdWVlYWV6212GvPfE/U7EpBIYQQQggh7kdhPUD/N89hjk4vBVSzEsAe+U96CwvTCNM6eu6Ww635jPb3cuXUydhrywgTDoUwApOEAwHAQlEUVJudldt2AZCanRN3jYS0NNBsoKhgmHhPfoSq7aX36iZCk9B6fpCPf3iF9kY/y9ekRFpzAdkrU7AlwPo9WdgTI8+7cnMGXZf9NNcPsPv51bRf8HO5rgdFg+wVKWzcm8fOZ1Zx7p0uUjMTOP9OF+GwCYrF9qdWYhgGgYkQRijSGN6a0cpMUcE0Td75+4uc/Ol0uLV+TzaJqXa2PlqALUElIdHGhz+MbCq27cn8aPEapmGBCs7dWdgSFR4r38C67Tl0XBiKbAhgghEyuXC8hyvnIjsrLluetOTf2aeRBFxiSSxUaTVfc/XFnFtbW8uBAweWZnL3gAMHDlyzkul+pus6Xq83rq8aTIdL19pJsrq6mr17984Zj/5vZLHXPnbs2JwloDU1NRw8ePCGnkUIIYQQQoh7jTESpP+bZzH0QNy46Qti25QRe31l9NyS75YYZU9NBTOSAtkSEwFlurG8ZbF8fSFGMIgCJKamAjA2OBD/HMEQGGFUBUwjjJb4EGpCCYqigAnhgMn4cADVBoPd49gSFDSbgvfUAIqi0X15mCe/vpGVWxx4Tw3S+H4vk6Mh6n95lRM/uYIjNxXLgJM/a+ODY5dZtTUTe5JGX2uk+mvTw7k89fXNnHunnQ9eb8GWoEV2SpxBtSmUfHYNCUk2Nu3LRbNPH1u3K4ddz66i5VQfigo7n1tB/oYMTvykNbKL44yQTFWh9ZwPLIXBtlGa6/vJWZkSO75iUwZbn8ijo1FHVVVURVmS7+nTTpYo3gGNW7be7Sks2tamxpt6X1FRUVwVltfrjWsCHg0pHA7Hdc+FSE+l61XfVFdXx1WCvfbaaxw9evSO7FhYU1ODz+ejtraWY8eOxV7X19fjcrnmhHgOh4O6urrbPq+7IfpdLvR9XWsXTF3XcTqdVFdXx4VY0aqum712dXU1RUVFsjxRCCGEEELc18zxEP3fOocxML18TnHYsfRIWdFkQz/hcICrYxc47Xv71m+oaWAYc4ZDY2Oxv29+8lka3v5VLPAC6G5sIH/DJnqaL+E9+dGc9yuaxpYnnqHh7TfBsqEm7kNL2ouqTiVMCuSuTaOjaQgzDFoCbH4knwvvdbN1XwG569L54FgzvVeG6WzSAchanczoYIhVmzNou+BjuH+SlVsy6Gwa4tw7XeQ5HWx+OJfz73aTWZCM91Q/2x5bweNlG3nnf10kHIhfTrn+oWyunBlkbCjIo19x8sEPmnn2t7Zgmha9rcMoCjQc78S5ZzmXT/Rz2t2GEYDCohxy16XT8G537FrmVPZnGiZjw0EKi3PwnokEfuk5ifh7x8gqSCU4Hka1gWnN2g1T3BQJuMSSOXr0KEeOHKGoqAiPx8PRo0djx1wuF/v374/tanetcxejvLycvXv3xgIMl8t1R3t2+Xw+Dh06hMvlory8PDb/iooK9u/fP+88Zlch3U3l5eXz9kdbSFVV1TVDqpsRrb7yer1xux26XK7Y53uj1442rAce2Io5IYQQQgjx6WAGwvT/9XnCPePTg8tsJJfkMv5+D8ZkCNVSaBo+cUsN5ePMCLfyNm1l3O9npL8n7pRL778baSavqrE/tz+zn4sfvLPgZS3DYGJkGHtSGlryM1jWxkjl1pTM/GT6r46iaODck03X5WHy1i9DURSunhukoNCBoqhc/GRqLgo4clIY6hnEe3qQwj05dLcMs/XRAjY/ks/o4CSWaZC1OhUU8HdPYE9SuXrex2DX6Jxwa9sT+ShapArrwvEe0jKTwIrMb9QfoOHdbi6f7GXP/rXUvdGKEbRw7snGe2qQqw2DZK1MQ9HAMsCeohCaavqflGaj9bQPW6IaWZ6owMhAgPScRC581MWKzRl0XRxiqHec/HWOm//eBCABl1hCRUVFseqp2RVZs8OGa52r6/o1q7eqq6vxeDxx19y7dy9Op/OO9Fxyu92Ulpai6zq6rnPw4MHYfVtaWhYMghwOx3Wf7VbU1NTEwqLr3eNeCH8WCq8OHjzI888/Hxd6LVZZWRllZWXouk5xcfEdq+gTQgghhBBiKVkhg8G/u0CoY3R6UIGENemMv9UJdujKbqO98cxt6bkF0HtpanWPohBtUrXxkSfIWbMOy7Ko+3EN4WAATJPhvp6pXlwL8578CC3lCTR1I4oZCY+2PZnPxGiIK6cGychPYqhnktaGQVRF5f3XmlFU2LN/Let2Z9HVnENyup2zb3fhyEuK7D6oRnpjdVzy89Dzazh+7BIrN2dz9Vw/RjDSFB4LVBsU7lnOiZ9emTMv1Q7DA5N0NOms2uKgv32UsaEAhmHw3vcvx/pzbdqbR4rDjhG00BIU1u3Kpr1RByzOvt1OzqpIM/zQuEVqlp3xoRCTo2FQIRwyYwFXcoaNkYHIZxVtno8sUVwSEnDdATe77O/T6lpL2iBS4fPKK6/EjdXW1s4Jyua77mJFl1POJ3oft9sNENck/VrzdjqdeL3e2xa4lJWVUVhYeFPB0FK40fAu+lnN/syKiopivbdu9toOh4OKigqef/55/H7/ot8nhBBCCCHE3WaFTQb+vpGAd2h6MFWDCYPgeT84Ezl+5nt0XfaCOXc54VJbV/wwbafryNu4BdM0+ej177DxkScIB4Momoaz+GFaTnwYO9/58GN4T34yz9xWodlLYCrcUlQiVVqqQmejzpg/suyyoNBBX+tQpFm7qXCq9iodF/10NPpRbZGsre/KKI6CJPTuSa6eHcSeqKEARtDCW9+PZlfY/nQ+3lMDrNjooKPJR8fU0saoaG5nhqCjSceRn0RP6xCbHy7gwvEutj9ZQNPHvRiGiaLBpZN9+Keq6YpfXIOiamh22FCcz+UTffRfHUXVIK8wnYINGZx/p4tVW7LoaPITChiRFl0WTAxF1i+uL8pmT+lqOi8OsaE49zZ8c58+EnCJe0600mk+Ho8HXdfn7LxXV1dHRUXFgtf0er24XK5Fz2Hm8seFLCZUm+l2Vm9F3aklmvPd0+fzxT1f9Du8VkXbzD9n83q9lJSU3NS1gViVXbTiTgghhBBCiHudZVj4XrtI4NKMf6RVgWgFEGBcHceelg4Dtz/cAhju6cIMh+luPB8baz1dh2rTMMNhAlP9uVS7HWfxPtrOeMA02PbsCzS++xaWaWBLXgu2L5FZkMxQb4Cc1SkMtI9z/LVmNJvCxn25XK7rZf1DWVw57WPbk5FwyjIhHDLoaPSzfF1abBmjLUEl37kMvTvSm2zXc6tpeL+bTY/kcfHjHhQFUjMS+dw3dtF7ZYi28z5Gx6YrzOxJKo9+bR0nf9bGxFA4cu3WUVAgdZmd0t/fhmmanH+vG80eqQILjht0XhxC1SA9O4kTP/GysTif1nMDPPn1jYwOTnL6rXb6r47RfWkEW4LK+l3ZJKfZaHivJxbOWQas3OKg65KfvDUZNH7QzdodOSxfnX5Hvs8HmQRc4p6TlZW1YLVVtFH77GDD4/FcM8RwOp1LvizP7Xbf0C598+0GeLcsZQ8uh8OB0+mcc71oKLWYqrb5zokuOb3etb1eL8XFxdTX1897nZvtESaEEEIIIcSdZJkW/h9cYuLcjN0HExQIWZFkZH0C4atjnOj+xW1blhiVuWI1ek8nBVu20XXhPCmZWWTkF9Dd2AAooKjs+/JBBjpauVIf6f9lhkI0f/xB7Br+LhXLTERN3IOaEGkoP+oLggpqQqSKKzMvheHBCS6e6EFTNQITkeomRVH47D/eSUejn762IVpP+8lZlcpQ7wQb9i6n8XgPl070kbkiBX/XOBnLk3nky4V89A+XKXlpPfW/bOXET1rp8Q7Tdn56gzPNpvD8720jIzeZU29ejVVT7XiqgLFdYU796iqn3O0884+2sLEkD0VRGB6Y4LS7DQuLZdlJ6D2TdLXorNmexcUT3ezZvxbnnhzOuDvY9exKzrzVgaFBOGjyQU0Lzj05ACzLSWJyLMyKTQ46LvgBhbO/bufxsk3krEq7rd/np4UEXOKe43A44nZZnG12iFFTU3PdIOV2uNHm+DOrkNxuNy6Xi4qKiti8jx07hsvlwuv14vV60XU9VkXmdrtjQVBtbS2VlZWxObjd7tiyvmt9bjMtddhXWlpKXV1d3PLL64WOEGnKP/u86GYB0c9lMdcuKSmZEx5GQ1LpwSWEEEIIIe51lmWh/7SFcU/f9KACaJD2zBpGg35G3R2c9b1z6+FWtDn8Nfi72tHsCazeuouupguM+31MDEeXTFoogOcXP8IyLYxQaM77czcWM9C9mYT0HBRtOapNwTLACEUaWg20jqHawN83ypaHC7j4SR+hQJiui8OgQHN9H6mORE78pDXyUWjQ9HEvmqqy6eE8NFXjwged+LvGWbU1E0duMsvXLCMzP4XMgmTaL/roahqKC7cAVu/MorBoOYMdo3Rc8pFZkIy/Z4KJoTBFL65BURTOvNXGhz9oBhSy8lM58ZMrPPX1zfR6hzn/Xiert2bSeLw3ds0zb3XQdUmnvdGPZlco/swazv66i8KiHAoKMzBNkwvHe9B7Jlm9NZOORh/BCZPtTxVQsMHBhuLlcQ33xc1T7/YEhJjPQmFVaWlpXIgTXXp4p5egRftv3Uh4MvOZSktLKS0tpb6+Pvb3urq6WHBz6NAhXn31VSDyjJWVlRw6dIjS0lL27t3LkSNH0HWdl19+mcOHD1NaWhprrn43VFZWzgnNqqqqYkEcRCqpCgsLqa6ujo0dOnSIqqqquPe5XK64setd2+l0sn///nnndPjw4buybFMIIYQQQojFsiyL4V+2MvZR9/SgAligmCqjAR+nP/wlH/T+kH57z4LXWbTrhFtRRihI/c9+GDvfMgxAYcfzn2HvF76GZrez9clneLT8tyj5yvTKltU7drNh32+iaRqqLRdFUdj6aB6bH5/uM7Vr/wqKX1qLptho+riHUNCIteyyJWhgKQy0j4ACmQVJWGZkaV84aHLmrU4u1/ey6eE88jcto6vZz0//7zMMdIySvTKV9757ia6mIebTemqQU79qwzBNzLDC+EiAwqLlnH2nA8+bbZx5+yo7n13FjqdW8P6xiwx2j/LwF9djWRbNnl4e/qKTl76xg21PFWBL1FBtsP6hbNob/aRlJ2CELEzLIhwOc+GDbt577RIjvgBbn8hFsyt0twxRWJyLLUmhua6f91+/THN9H1a0k724JVLBJe5JpaWleDyeOQGS0+nk6NGjVFRUUFxcHGsGP1/AcTt5vd45fcCuxePxzFnOmJ2dTWFhYex1VlbWvGFMtELN4/HExhwOB6+//nqsR9XM8bvB4XBQWVnJkSNHYssGXS7XnOeZXWHmcDiora3F5XKRnZ1NS0vLnMByMdc+fPgw1dXVtLS0xK5TXl5+1xruCyGEEEIIsVgjv25n5N2O6QFNmVqaaGIZBpNv9bOJnfRyick78A/aSRmZTA5FeoCFA5PxB1WFix8eR1UV8tYXctb9BvbEJLY88UzslBTHbiIJ3bQLH/TCjAzn9K+6UDVQFTWyZFGJtBhbsWkZKzdncrq2PbZLor97Es0GhgU2TaX9wgCYKo3vT1dRYVPw94zR+EEXjR/Gh4DZK1MY7BwnZ20quWvSaTjeSXp2EvZElbzCTNouDIClcuatNrAUzr/TiWVZmIbFe9+7hKqqGIaFZRmM+CcZaB/h0ic9YCnYElSGByOf0ehgEABf5xhm2IpVrJ386VUUG1hhAIvGD3vY9lg+l0/2gQnvff8SmXkpLF+z7Ba+NQEScIl71MGDB6mqqppT3QOR3QKj4ZKu65SXl9/xCq5Dhw7dUHhSVVV1Q03uZ8vKyoqFfdE/Z1ZC3QuKioquWdHmcDjm3dHQ6XTGVXrdzLUBCbOEEEIIIcR9Z+T9ToZ/dXV6IEmNBFyTBuqaVIwro2BZnPb/Gj3Yt/CFblJKdg7jgwNxY5ND/uktBqdkrlrDcG8PRiiIGQ4RCgVpO38GgNDkBBfefQuA7DUPceVcFthGyVyVhL9rEkxYvjaNnFWpNH7QS+7aNHzd44QDJiYmzqIcOhp1ghNhBjvGGeqb5Onf2ES3d4imj7oxgrDp0Txa6vvZ/fwqxvQAl072sfWJPJo+6kVRYPf+Vbz3vYsEJ+ZWp+UXZjA8GGDg6hhDvZM885ubce7JwXu6n5b6fhQVbAkWj5dvIrsgFcM0ufhxD3nr0nn/WAvhUBgjBKjQ8G4Xeu844YAFWGTnp9DZqJO9NpWh3nHMsBUJ5qakZyeg9wRQFYWpfRTRFIUWzwCgsGlfLt7T/Uj91tKQJYrinlRUVDRvo/nZS/Dcbndcv6Z7lc/nu+k5lpWVxZrrR7ndbg4cODBn/Eb6cAkhhBBCCCHunrGTPQz9LP6/ebR1aSQ6HWCAcWWUS0N1vNv32m1rKj8+OIBz36Nse/YFMleujo2nZS+PO8/f0YYRCqIlJOIs2odqT4z08ppihIIo9t0kZnwOVVW5esaPv2MyUrWlQH/rKIqisO8L69j+1Aoe2r+SrU/ksf3JfLou62zYm4MtUeGxMifbn1qJYZo01/Wx+eF8ANIzk1FVjbNvdXHheC/hSYuBjjEsA1RNZUwPzAm3Mlcks+OZFTxevoEv/uluCouXk5CokZmXgvfUIC31/QAoaqSpvaYqZK9K46y7g4Z3u7l63s+TBzfyzG9uxp6kxmrSOi/r5G+M7Hjo7xoHYKRvkqd/YzNbHy+Im4PeEyBnTQq7SldE0hcVjLBF1qoUQpMGl0/28UT5JtlBcYlIBZe4Z7lcLqqrq2OVOUeOHOHVV1+NVQHpuj6nX9O9qLq6moqKirgxj8fDa6+9RlZWFqWlpXi9Xurq6mK9pV5//XV0XefIkSMcPnw4tkQv2kw+WsF29OjRuHGIfG5Hjx69a8sVhRBCCCGEENc2fqYf/w8vzxk3Lg9j2FXQoDetm9NX3r7tc/Ge+GhOxdaob3Dec1du3krzyY/Y+PBjeE/VYRoGGfmrCAYfJ3nZKnwdE3Hn2+wqqk3FCBpcOtGHZZgYBrHlippdQVEVWur7UVWVvivDNBzvwZaoEg6YKAo8/KX17C5dxbKcZMypfmAXP+6hs2mIlZsdqKpCw3vT/csUBXLXpTM0ME5zXR/5TgeGYdBS38/eL6wje1UapmlS8vm1qIpCalYCH7zewgc1zTR+1ENHU6SfVkt9P+2Ngzz19S1sejifhne7IjcwISU9EVviCBv35qGqKt7Tkfm3nfdTsHkZ3ReHY/MZaBvH1zkOJtgSVSzLou/KMJoNTNNkeGACy7Kk0fwSUKSZ2bWVlJRYs6tkxJ3jcrl45ZVXcDgcuN1ujh07RnFxMQD19fXz9nm6l+i6TnV1dWw3RCGEEPceRVHqLcsquf6Z4k6R319CiAfZxIVBBr/TCGb8f4urzlRM7xjY4JO+X9A6dO4uzTBCUTWsaOf3GdbsLqLP20JwYpyE9Bd47ne/QNMnfXQ16fEnqmCzK6zZnoX3zCBMXSpnbSqDnWNTPanAnqiyekcW7RcGMUORCqe1ux2Eg9DZqJOQpPHUb2zk+OuXsUx48usbefd7TRiRlldYs1Yl2hNVvvwv96D3TXD8tUsAFBYtp+G9bh7+4nrW7szhZ/+/M4SDBvZEjUe/Wsjx1y6xcksW3qkli9FrbnuygKvnBtn3xXW0nh0gMdWGpmk0vNcd2YGxe4LEFBu7S1eRkmGn4Xg3/u4xwgGLxDSFwKgV+ywwwVmUjaMghTO/6sAIW6CAYkHpH2xj0978W//S7hOWYeD/3vfJ/u3fWtLfYFLBJe5plZWVsSqu6G6D9xO32y3hlhBCCCGEEAKAyWY/g9+dG27Zt2cSavJjYdFhb6V94tLtnchUxZZqt2OGQnMOJzmymNTntj5ZtX03XU0XWLenmOaPP8AyRnj/9RaCE3ODsKQ0jfCkhdczGOk5r0WaxA+0jbHtiXwmx0JcOTvIyq0ZeOsHyNuQRm/zKABdF0cIBQwUFYKTBl0tQ1gmhCYNerxDmKG5wZZmV1i7I4u1u7IB2FCci2WaHH+tmdx1aVw6oWJhkbUihcfLNvBBzWUe+2ohFqDZNPaUriIpRaPxwx62Pp5Ls2cARYVQ0OD4682EJ020BIWiF9eg2cDfPQEqhENhPG9enerLBTlrUgEYaB+bmhiRDvqA1zOIahvEnAr3VmxaxkDbGBnLk27s+7uPTZxvoOc//kcmGxqW/NoScIl73v3cPPxGdloUQgghhBBCPLgCV4cZ/LsLEJ67iirU6Mc0TS4P1XP6ytskLsvACAZuz0RUFaaW+sXCLVUlxZHFuC/ScD6zYAXd0YArGobZ7EyOjRIOTGKZFo9//XdYlv8YqqLQ3TLEhePxuxdODhuotqlld5FiJfa8uJqxoQBNH/VghiNLGNsbdIBYuAWw6/kCAqMGOf8ve28eHsV15m3ftfQiqSW1WguSEAJJ7GAWCbyAt9hg4z2ZgNdsdmKY981kme+dseJJJrGdmUkgM5PYmZkMYCdx4nhDTryDQd4wq5HEvgihfVdL3S2pW71W1fdHSS0JhI1tsME593XZUp86dc6pU3VxVf/0PL9nooMdG+qo29vFvKUTCPRGOL67nVGBZRJMXZhJ3b4eWqq9NB31gCFx1V1T8HsjhAdiNB32MW/pBPa82khKRiKu7ERu/L9z6O0KsvvFWhYvn8K4SU6O7+7C0EzBa9olORze2sqsK3KwO1Sq3mhBixjs29LMtEXZHNthXoNkkZl/3QSS0mwc391JZ12vaUoPKKpE8bIJVG5qRo8ZZE5yMPOKbN596gSSDLlTUuntDCHLn397dM3vx/3oY3j/9Kf483e2+fzvokAgEAgEAoFAIBAIBJ8hkVY/3b87hBE96Yt9shlzomuD4pbH9NwK9/V+/Mk+1MtJQrFYyCiYHG+RJTkubgG0Hz003N0AJBlJkuhubgMln6zJyymYfx3bnqtl24YTZqqdMji6AlmTHeROSWbIbEuSYf6yCewvb+XYjk70qHkoFtHJKnAAMHGuE9Uqo1pl9m1p4fDWdgZ8MW77/jwuXzGV/W82U72znWhohEAomSmJdft6iEV0MiYko8cMYmGdd58+zqF3W5kwI43aSjfetgGu+fp00sYlsGndIXq7Qux6sZaZl4/HmWXHMAymXJJFYXEGWQUpnKjsQLUqVO/u5MBbbegxA0kxDenrqrrJLko1t8cw2Lu5CUWRmbk4F4vNgjSotOiGgcNlR1FlJAUuX1FEqE8zBT8JDr3bzqIvTyHjc2wybxgGfW9spu7Gm/D+8Y9xcUuyWs/6XCKCSyAQCAQCgUAgEAgEgnNEtDNA9xMHMUIjwo7SLOCNYvRH6VW8HGl/7+xVSvwwn21dQwe660/Em1SbDUdWPp6GUyvZgwGGYVZKVOdidVzD4XfaiQxoREMakgJHtnYgKVAwz0XTYR9dg9FYkgo5U5PpavDjaQ0QCcZOGb39eD+KRaK12se4Qietx3ymkCTD3i0NpGTYiUU1YmHd9K0awdxr8rAlqbz/cgNI0FZtCoOyClfePZX0HAe6YWBNUDhR5aZgXhYZE5K55LZCUjKszLw8lwNvNrP/zSbGT3XSdsKHoUPrMR9zr80DSWLfm41MKRlHQoqFA2+1MOfa8ezd1ByfK7swldZjPrY9dwLFInHFHVNIybCx68U6Wqt7OfRuG9GIhiRB46Fu9m9pQ1ZBwWDhpXbyEruBrDO9uxcUkZZWOn/6U/zvvjuqPWnRIrJ/8mOYNOmszicELoFAIBAIBAKBQCAQCM4BsZ4g7icOoQ8MCjuqhJqbhO4NE5MMJB0a3QfOnrh1hpxsHq/HYnhbmhnlsD6IpCgYmgYoyNaZSJJELGpWJZRkMDRAMn8aBqZr+tA8MVPAAmjY52H89FQkC7Qc7EVWJSQJ5l0/AU+Ln6bDPlqrfRSVZJKem8j7rzYi6xJvP3UMLWrEKy8CpGTZ6feESJ+QxNSF2ciyzL7yZqKRGNMvzWb6ohzGTUylu8XPlrUHuf7+WRTOH0fBPBfbnq+hdm8XWtTAQEePGeg61FZ1U1iSgSsnkYpXm9i3pQXFIjNtYS6HtraSNy0NABkJLWYw68ocElOt7CtvYtZVOUy/NAck6HOHyMxP4ZLbCtj8xBHcjabYZwBVG1vNPZUMjFA/wf/8T1rkfvLXrcU+Y8ZZvcefJUY0iufJJ3H/9/9gBIcrayoZGYz7wQ9IuenGc1I1UqQoCgQCgUAgEAgEAoFAcJaJ9YZxP34QvS8Sb7NMcxLrCWKd5UJOVKmPHuZY7+5Pb1GyMuqjIyMTAE3TMGLDzu2JaenxPpJkQbYuQk26A9WaTc7UFCx2mckLsoa1sEHxqWG/By1yagSZPdmct/VYL1Z1KC3TNOYK9kao3+dBi+rICrQe95A/O4Ml985kyoJx5ngjhpw4O52Lb5yEocHOsjr2bWkmb7qTxSuKkGWJ2qpueruCdDf3kz4+iWUrZwOQmmVn5wt1HHynleyiVAx0Ji8Yh2pV4qJc6zEvimKutWhBBtFwjPT8RIrmZ9J81Es0rJOUZsWepJIz2YkzM5FoyKCuspvWah8tRzyU/+4Ie99o5KVf7sffM3zv4ymcMiy6JonLx9eS7KnHvqAEy9SpH/VOnrcM7N1L/ZeX0/Xv/zEsbkkSzjvvoOj110i9+aZzIm6BiOASCAQCgUAgEAgEAoHgrKL5I3Q/fhDNO2wUL6VZiDX2I+kS/Xta6ExvY8+h1z7dhQ1GbiW40on4/fi73SArpo/8iG4D3h4AVMciZLUAiay4KNFR08fCWyZhGDo5U5PNCC2J+ACSDKpVYcrFmdTt7caepNLXEyJ3Wgo9zQFiQ9FjBmhRgySnjVlX5lC9ux1Jkln05SnIkkQsrFG9a9i4XlYkZizKZvqibHxdQZZ8Yzr9njC7XqrDXq4y99oJAEQjMd7641FUVWHe0nzyZ6bxyq8PoGs6kixRVJKBMyeR1mM+6ve5ueKOqei6zvYNJ7h8xWSc4xJJSrNyfHcnsYjB9udrueLOKfT2BHE3+BnojXHF7VN47/kaZl2VTeH8dOxJFna9WIdikbDYFLqa+syosxHkZkTp7LGwYGYI6y8exLF4MQOJiQQ2vYF/6VJSb7zx7N/vTxGtt5eu//hPfM8/P6rdNm0aOQ8/RMK8eed8DULgEggEAoFAIBAIBAKB4CyhD0TpfuIQMfdg9IosYZmYTLRnAOdNBRx6500OV72Jr677gwc66wyrUEFPDynZORiaTr+787RF7cZPnURq7iyObzfXmjs1hZmLx9PXE2TPK00A5ExNof143/BJMlx191RSsxJQZJmD77QB0FbdR1FJJrWVbrOfYqaUHXirlVu/O5fcKWlsL6sh4Anz3rM1REOj0yglBY7v6eTYrg60mMHS+2ZRfP1EHC4bnXW97H+zGVmW0aIxdA0iUY33X65HksxUSGlQxWs67KW2shvVJjNlYTaF8zPwtg1w83fm0tsV5I31h5l0UQYtR33kzUgjd0oqu1+sR9d1Lrp6PPOvy+dEpZuQP0blay3mJatQMC+dtuO9jJ/upK6qG1mBzElJdNb2AgbuRj/TWl8nadcBDL+fwMaNpN59N4klxSQvW3ZW7vBngWEY9L36Kp0/X43W0xNvlxISyPy7v8P1ta8iWSyfylqEwCUQCAQCgUAgEAgEAsFZQA/H6P7dYaLtgXhb4iXjSCzOItYdoi/SwzhvDoeB06pKH4QkY0lKIurv/xirGx1R1NfRDoDdmUbI5x0cXxo2qZcvor02i876QSFOBneTH2OxQbLLjmo1HY+66kev5eq7p9DfE2Lrs8eJhrW4rjZ98TiSXXYa9oMWAzTQGUxVBCaXZOFtD7Dn9Qb02OhKiVMWZpKalcC+La1oUZ3xM5wUzk9HkiQC3giH3m3HYpeZesk4Dr/bzowrspGAhFQrSWkWbvr2HPrcQWKazrbnakAGPaZzaGsbSU4bh95t5bK/mcz7L9dx6RcnUzg/nSSnjdypKbz234e44nYzsqvXHQIgbVwC1947nV73AFWbmtBj0HTYgxY1aD7SQ9YkB+5GPz31vajhAFNOlJFx+Vys7k4MwHLttUTffpvEW27BOX/ex7iX5weRhgY6HnmEwI6do9odX/gC2T/6IZbx4z/V9QiBSyAQCAQCgUAgEAgEgk+IEdXoefIIkeYRgo8MA3u7CO7tRiPK1o4yIqEgvkjXx5xE/5ji1mgkWYkbzTvH5dAxJHAhAxquCXPx930BWR627Xa4rPi7I2x95jhWu8r0Rdkc3dmGFoGcKcm01/RTOD8dWVHY/XLN4HpN2y/VphIN6VS82sik+enUV/UgKTCuMBlfexADqN/fTeWmxpM97s2oq0NeDMODoevIKrQe9bF3cxMYsK+8mYtvmUT+7HQMXef47i5kSeLw1nZUq0wsqnPRVeOp299FTqETxSIxYWaGGWWlQqLTYopshs71988CoKc1QP5MF56OAJGBGO21vdTt76Zubzf1+zLpbOjn0i8WUbJsEpIkMdAbpqaykxmLctB0naPvdZIzQWXBitl0P/QwdncVlkP9xGprAYi++y7oOt7/+i9SH19/zjypzhV6JELP+vX0rF2HERn2GVPHjWPcj35I8pIln8k1CYFLIBAIBAKBQCAQCASCT4AR0+l56ijhut7hRhnU+S5i+zxoaFR6NtMdaMWQzn6tNzXRQWzAf+brHVFFsaP6CACJriJCwYWgNxMILsBik9GiZh9rksKAL4pqg7lL8gj1R6mp6GD6pTnUVXVz2d9MZn95C7WVblx5SeROTaWt2twLXYO8GU5qK90oFomJs1w0H/IiyRIdNf3YElXaarzs+kv9KHErIz+J9AmJnNjjJnd6Kk2Hesz1SGa6YuWmxrihvSRLZOWncHxPB2BQW2WmICIZzLwim+N7OsiY4OBEpZuiEjP9EECxKDQd9KBpGttfqGXuNRM48HYLuqYjKzKLvlzEzCtzOPyuGe2WnGHjRKWb2VePZ+dfamiv9XLo3TZsCSqTS8ZxbGcnekxHQqO9ScP9wmYS971Dyt13k3TLzXQ+UIre3GxGygHhAwfoff11Um88N1UFzwWB3e/T8dBDROrrhxtlGddXv0LGd76L4kj6zNYmBC7BWaOuro6ysjKKi4upqqpi5cqVOJ3Os9K3sLDw3C38HHIhr10gEAgEAoFAIBB8OIZm4HmumlC1d7hRkUAziFV6iOphKrzltASOoevacArgWeSDxC1rciqRQP8pKZGK1Y4WMVPukCQuu/0rbH+uH8gFYOKcDBoOdqNHIBIwBTGHy0LlxiYMDRSrRP2+bi6/fQp97hDNRzwAVL3eHE87jK8hQWbWldmcqHTT1dhPLKJTOD8dZ04C/e4IO8rqTll3f3eYPncIRVao39tD3nQnrcd9GJqpD8kKTL8yh8RUKzlTU9j6XDUnKtwoqswVt09G03W2PXcCXTMIBzRaa0zBzZmTSGu1j4LidOxJKkff62T8tFRmLMrl/VfqWfzlInRdp6O+n90v1ZM/K214TT1hZMVMmcwuTGXrs8eQFYhGYxzZ3mHmXBo6aizItAkD5KT002sYKBnpdK76WwyrlYTLFxM5XoOUmkqsrY2On/4LtoICEmbO/Ej3/NMm5vXSteYX9P7lL6Pa7bNnk/3wQyTMmvUZrWwYIXAJzhorVqygsrISgAULFnD//fezYcOGT9S3qqrqghaJqqqq8Pl8FBcXf9ZLEQgEAoFAIBAIBGcZQzfwvnCc4MERhvFWCaIGUq4doyOEpmv0hbrQtdg5W4czNw9fW8uYxyL9vWO2x8UtAMOg+VAdUy6dRs1uD/kzU80UvpOCzfq6zJAuRZUovn4iE2e58HUFee+542iDUWEni1sAx7Z1oaggqzLVuzpRLBJ1e3uQ9jMqamuoCuHcayfgcNnYXlbDnC9MYKA3wqF321AtEpJF5vI7igj2xji0tYXZV+bx6mMHiIUNVKvE1V+ZwZSF46jZ00EkpFGzpxOA4uvz6O0Mk+yyocUM6qt6mHVlDqpVprW6l7ScJK771szB6zlBJKhRWJLJiapOLHaFWFTDMMyItLbjveTPdCEhI0k6hmFajcnEGF//GpmeI2QlzaR30/tIycmEa06g9/VhmTOH4LbtqFOnEDteA7KMpCoY50D0PFsYhkHvSy/R9fPVaD5fvF1OSiLz7/+etLvuRFKUz26BIxACl+CsUFVVhcvlin92Op2Ul5d/4r5r165l7dq1Z3exnyLLly9n1apVF/Q1nClVVVVUVFRQWFgYFyWXLFnygeeUlpZyxx13UFhYeNoIPoDy8nKqqqoA6OnpoaioiJUrV8aP+3w+1q1bx/Lly+PzD0UIftgaBAKBQCAQCASCj4NhGPhermWgarSfllyUjH60D6MjRCgaoKqn/ON7bp0hpxO3TiZrygx8nW1E+npxZObid7ehJF6GZDhpOJiOLJtRWE2He2FQzLE6ZCJ+U4Wyp8qE+nWmXpbFoXdbcGYlsr2sBl2DaRdnc6LCTTSsxUUrR7oVf08EZNNYPmdKKl1NPrKL0mg64DnFb2v8NCdTL85mckkWPS1+5nxhAgffamXR8kKSnAXsK28yPa98UY5saye7IJVDW1uZdmk2Ne93ceWdU5iyIIvuFj8pWQnYk1QK5meQW5RKZ30ftZVuGg+Zlf5Uq0Tt3i6mXzaOgf4oh7ea1R5PVHShxcyFNR/2MPWSbLILktn5lzpmXJ7Nvs2tJKSqeDsHkGSQZBktrFHQvJH0zv0k+1uQgPB2L7LFguPmm+l75hkAogcOABBrNCtQoutgGOdtemK4vp6Ohx9hYNeuUe3J11/PuH/6Jyzjsj6jlY2NELgEZ4W6urpTBAqXyzVm9NWZ9i0tLaW0tPRcLflTY+g6Vq9e/Vkv5ZxRV1dHaWkpW7ZsibetWLGCwsLCD4y+q6qqYs2aNWMeKywspLa2Ni5sPfDAA/FjZWVlrFu3Li5yeTyeUc+L0+lk/fr1QtwSCAQCgUAgEJwTDMOgd2M9gV3to9rVknRiVT2gABaJyCyV5pePmQdl+eNVTjyLdNUcjf/ud3cDNi657Wo66my0He9DViUUC0SDwxFFEb+ObAU9AqFeHSSorewBA3q7AhTOy+Twe+0c29WBhDRKtPL3RMgqSKbXHWD8tHTqKt2Mn+Gk6aBn1LpSsxLo6wnSdMhL+4le+nvCHHi7iWhIIxYx2PpsDV/8+/nkz0rH1znAzr/UkjYucdBTK5OG/T1cdddUUrMSqHqjiaPb27juWzMZPy2No+914HBaObqzA8UK46el4ki1Me2ybFqre9n9cj2KRaJgfgbH3+/A0CUkBQpmu2g65OXwu20kJOezePkUvJ1+tKjOO3+oITHFwsWLEtDfeg3P4Rqy+g6TWFJC6ICX5FtvRU5PR+/xIKW7htNSVRX7tdcSeuON+LUn33wztunTz8n9/rjokQg9jz9Oz/+uHW0in5tD9j//M8lf+MJnuLrTIwQuwVnB4/GM2e4bEcL4UftWVVVdsKmJIyksLIyLNJ9X1q5dy6pVq0a1rVq1itLS0tOmqYK5N1u2bMHlco0SPcvLy1mwYEF87JMj4JYvX86KFStGRXFt2bKFBQsW4PF4PhfPjUAgEAgEAoHg/KX/zSb8W1tHN1ogtq8HXTGo7HmDoBzAkTJu+PhHEbck6VSvrrHaPsp4AEb8f6RkzyPon4K71U57rZnGaBgG0aDZdeYV2QT7I9Tv86BHTGN3QzNP12Iammbw/iuNIJnanaED0vD6Jl+azondPXTV9zPrqhySUmw0HHDTOmjwPkRqlp2rvzaF1/7rIIZsYBiwb3MTc5eMZ/+brUiygSQbeDsHcGUnMbkki/6eELterKOoJJOWYx4kSaKvJ8TWZ2sID8SYfVUuLUe91Fa6AWg93osWMciYmETjAdMrLTk9kfyZLio3NRIL67Qe9WHoZtqpgUHjIQ/6oMl+1cYmVIvCnCXj4+vOn6ig/uv/gUCAbEUBRSG0cyfJd91FuK6OyNNm1BYj0/diMU4OW+t9+RWcX/4yieeBhxXAwJ49tP/kISJ1I3zRFAXX175G5t99GznpszOR/zCEwCU4K7hcrlMEqtMJWWfSt6ysjBUrVpzNJX6mrFixYlTE0eeNsrKyUwSuBQsWsHTp0g88r6Sk5LRRVkO+ZRUVFWNGAo4lnjqdzg9MdRQIBAKBQCAQCD4p/Vtb6CtvOvWAIYOmc7hvG3We/WRMLKRm9/aPN8mgkJWQ5iLo9YxqiyPJp4glYyLLKIqCFo0iqSpGLAbyFIIDl6FYFJoPDnt0zb9uPD3tQTLGO1BkiRMV7vix/FlOxk1MJTndjgG8+6caNE2PpzIqFon51+XRdMRLV72fvs4wGJA50cGRbe2mODYGwb4otXu6sdktzL5qPFVvNBIOxQj0RTAwmL80DySJnX+uBSRu/D+zSXbZuPbe6ei6TtPhHuYuyWPvlkZiER1ZheN7OrBYVWZfnUv1rg48rQOoVplJF6XT1xUia1Iyc64djyzLFF83AX9vmOmXmhFdh95ppWB+BjV7OtEVA+e4RNLzEjm2vQtZlrn23ul4jjUxOaWLnkAA+2WXEamuxohGSbz2Gvo3bIBodHj7589HtahEqvZiLykmtM18JuSiIvTaWvD7idTXf+YCl+bz0fnv/05v2Quj2u2zZ5PzyMPYz3MTfBACl+AscbqImbHM1c+k75YtWz5XKX233377KRFHnxd8Ph91dXWjfNWAuND0QUUCxtqPk4XAJUuWsHTpUjZs2BB/Rj5vAqhAIBAIBAKB4MLAv6ud3tfrhxusMkpRCtoxH2RI1PYe40j9DgC6G0+tDPhRCXo9uCYW4jlpLKvDQcQ/duVEa3IKkf6+ES0ShiSj2uyk5N5AX0cI2ToN+WQHeWDv5lZKbpjAvi0txMI6sgXTPd2ApiM+uuoD3Px3c/B2DqAPimuqTWbCzDTq9/Ww/81WdEMna5KDaYuy8LYH6W7xnyJuKRYZJINpF4/j+PtdHHq3jUtunUT+TBd5050c29lB9a5ODF1nX3kLqlVm0ZcnI0kS3o4A5b8/xvjpaXTW+YiFDcL+KLKsoFokFFVm8YrJpI1LBGD6ZTlIgLczyK4XTzBhpovaSjf1e7vRDcwoNCDFlciRbW1kT07l+PudZExIIi0rkSPbO5h1VS4BT5Rp4/tR1SDKb39AqLgYJInQgQOkfvE2+l57neDu90/ZU72iggiALBPasRPsNlBVU9wCUBTUiRM/5Ek4dxiGQd8rr9D589VoIwJP5MRE00T+7rvOGxP5D0MIXJ8C//23b33WSzhjvv2/13ys84qLi0dFYdXV1Y2KzBkSQJxO54f2BTNF7cMicdatWzcqiue5555j/fr1n0rFwrKyMjweD1u2bGHDhg3xz5WVlZSWlp4i6DidTioqKs75uj4Lhu7l6e7XR6mCWVVVFU9NHGL16tWUl5dTUlLC6tWr42OdLI75fD7Kysria3K5XCxfvvyjXIpAIBAIBAKBQHBaAlWd+F46MbpR19GO+oimxFDbDWJ9/Wd93pPFLYBIYOC0/UeLW4CukZgyCX93O/3uRFR7Ael5CfS0BONdkjOtBDwRdA0qNzbHBan515kVDI9u68SIQTgYxd3ax86y+iHdC1mWKL4un6z8FAxdZ/+brbgb/Xg7A7jykumsPWk9gBbVmXVVDjmFqRzZ1gFAvy/EK7/ez+W3T6FmTxexsI5ikUCCgrkZGIbB7pfqWHjLJGQZWo96kRWYfVUu9Qd6mHdtHolpNtJzksiYkMyJSje7X6rlktsKcWYl4ByXwCW3FvDu0zXmthgGsiQhSTBpXjpJTgszL89l90umgNlW3UdnQz+X3FrIgDdC81EPO97awiX3X44+MEBg40aw28Ew6HvtdeyXXIzW109k504AlKIitNpaUFXknBz05mYALFOnxc3mkSTQNGKNjXDRRR/6LJxtIg0NtD/8MAM7TzKRX7qEcT/8IZbs7E99TZ8EIXAJzhrr169nzZo1FBcXU1VVxfr16+PHSktLWbp0aVyU+KC+Z8KKFStYuHBh3Hi8tLT0U/Xs8ng8rFy5ktLSUlasWBFf/6pVq1i6dOmY6zg5wumzZMWKFWOm+J2OtWvXnnZvP8o4H0Z5efkoM/khKisrWbp0KaWlpRQXF/Pmm2+OOu5yueL3ZIihCC8hcgkEAoFAIBAIPikDB7vxbjg+ZF8FgFqchsWVyEB5C1UNm3EqmezznKPghpP9t84kNXEE/u4G1MTrkdUsJBl62oJkT3HQUWNGgfW7I0iDQTqGBsiADj2tfhr2eePj6DE4vLWd8EAMxSIx84pxzFiUQ193mIPvmJUcpyzMImuSg2O7umir9p10HcT38Mi2dgzDYOEt+YDE/vIWIkENwzC44s4p9PeEmDDDRfNRD++/3ED17i7mLR1PV30fugZpOQl424NkFaSQMzmN7WXH0TW49btz6WkNsOvFE8y6Yjzby2owdDOjM7swZTCNUcI5LhFZkrj41kL2lTfSsL+Ha78+nZlX5nB0WzuGDq7sJApjR4hFNbprN5PX8S7KhLvI+vE/E21tQ84eh/uhhzH6+wm+sdm8T1arKXzW1kKCHeuUqUQOHABFwXrxxUSOHBlxHw1ISsRaUPCR7ucnxYhE6Pntb+n+n9+MNpHPzib7n39E8rXXfqrrOVsIgUtw1iguLo5HT50ckXWy0fgH9fX5fB8YvbVu3TqqqqpGjblw4UIKCws/Ff+l8vJylixZgs/nw+fzcccdd8Tnra2tPa0Q5HQ6P/TaPgllZWXU1dWxcuXKD53jg4zfPyvKyspOu3fr1q1j7dq11NXVsWLFCkpKStiyZUu8v9PpPCWia9WqVaxatUoIXAKBQCAQCASCT0Sw2oPn2WOjxC1sMrEjvfjze9jb9SrBrCgN9WdT3BqhBEFc3FIsVnRdw9A0kBXT/ApwjMvB39k+xjiAnI9sW4RizUGShqscdtT4GTfZQecJU+QalUZomKbyQ+KWrJriljPbjrvB7K/FDGqr3CS7Ejn0TguT5qTjbvJz6N02xnc4TxG3UsfZ6e0MAZAzLYXO2j6ObO1AtSkUXz8BWZGZdWUWve4BDr3Txi3fmUtmfgp97iCqVSIW0aja1ISuwfjpTjobfKhWmbRxCWRNTMXX5afqjSZimsa4ialc+sUiUjJsOFw2UjMTaDzcTcWrpneaJBu0HPVydHs7y1bOJm+Gk9ajXnQDaiu7MHRTQAu0eah54ZeMu3ERk5rLAQi88gr9b2zGiERIu/deCJnXZLvsUlK/+CV8f/kLkV27THN5AyIHDqBOnULseA2RvXtJ+sIXCGzaBIaB7bLLSLx44adaRXGgspL2H/+EyFCKJIAs4/rqV8n4zndQHOevifyHIQSuT4GPm/b318qHpbSVlpby4IMPjmrbsmXLac3KR457ppxc1W8kQ/OUl5v/wI0UUD5o3YWFhdTV1Z2zFMrly5dTVFT0mfl8fVLx7mc/+9kpkVkwXI2xsLCQwsJC6uvrWbFiBUuXLqV25D/KJzG03+dSVBQIBAKBQCAQfL4J1fro+eNR0EaITTIkXTGewDst2GtkDAzc9SdOP8jHQLXZiIVN4WSkmbwWHY62GRK3AFPcGozykhQFS0IiEb+ZLmlJvALFMqKa4wg6a4d9vKYtyqR6h2kq75qQgLc5iCPdir8ngh4bXJdFRlYBCRbcMAld16nYWIehw5H3zFRDa6JC68mRW0CfJ2TqdoAzM4HuxgCgIUmwr7yJWETn6M72eOXCpiNeDAO2bTjB/OvzkSSJqs0NyLJMV2MvGDKxiE71rk563SH2bWlGi5jCVVt1L/sGCwFIksTlKyaz9w0zwkxWYMENBRzZ1sasK8aTnuegpzXAwXfbAIO51+aTkm4nrXUPDav/B4e/BaOvDyklhcTFi3H94z8S7ekhsHETkc4Oku68k8Czz5Jy2xfROtpNcQtAUch65GFkWWagsZG+4zUQixHYts0sO6nrhHfuJLxrFwkTJ5J6440f9lh8IrTeXrr+/T/wnRTsYJ85k+xHHiFh9vlRxfGTIAQuwXnHUKTTWFRVVeHz+U6JyqmoqDilit9I6urqKC0tPeM1jEx/PB1nIqqN5NMQWj6tFM2x5vR4PKOub+gensmafD4fVVVVp+zPWGM4nU62bNlCSUlJPJpuzZo1p9yvoZTQcykqCgQCgUAgEAg+v4Sb+uh58jDEhtMBpQkJJE5LJxDzYsR0epLdNNcd+1jjy4qCro1dWjAubsGHpyMOpS8ORnkZmjYobslItqXIatYppygWiZR0G96O4XlkRY4Hjnmagkgy+HsiONKtBPsiaFHobh5AscjMWJxN3ow0Xn3sAFqEuHAFEBkYviZrgkIkrIE+GCE2qBMe3dY5OCnI6EyYnk5dVTeKKjHzynEkplg58FYzhq4R7I+y/81mrrprOlfcMY3tz59gzrV5pGQk4G7o5+A7bdTs6eKKOybjbgyQnG7nrSePYbEpTLk4i7q9bnzuASQZ0vMTueKOKVhUleR0OzteqGXCjDSQJG7429k0H/VwZFsb116fTM/DPyY5HI7fA0lRCO3eTc+aNQQ2vQEWC/3PPIvlkosHzeb3E9i4acRNjKG1t2NbtJi+H/3z4PVKKNnZaDWmD5h98WISFy7Acf31H3yPPwGGYdC/cSMd//YztO7ueLucmEjm979H2t13I6mfD2no83EVgs8VLpfrtNFWQ0btJ4smVVVVHyg2FRYWnvW0vPLycu64444z7j9WpcHPirPpweV0OiksLDxlvCHB60wErtMVFaioqKCkpGTMc1atWhWv4FhaWsry5ctHzTVkfv9ZiH4CgUAgEAgEggubSJuf7t8ewoiMEJesCmqqncCbLezqeR09FqW5/uOJW7nTZ9N27NCYx7KnzaLj+FEwdCwJSUSDgeGDJ3txwamfAZR8FPtiVEs2kiSdcliLGnFxy5GpEvDGcDf2xwWonKkpdDf7iQZ1/D0RFHU4ZXLCLCeH3m0j2B9FkiUW3pxP+4k+Wo75Rk8iQSSoDY6XTGpmAse2d5GabaO3wxSOZNk0qc+emkTT4R5iYYMTe9xMuTiLoD+KbhioVok51+ax44UTFMzLIBrSOPBmK7IicdO3L8IwoG5fN7KiULfPzdRLx7Hk3pkYhsGuF2u56Oo8qjaZEWK9HUH8PRHef7maGYtziIQjVG1uorO+l8u+NJmD77Ry2d8UYtn3KhkP/YSeR36K/corCL6xGeullxKpqqL3lVeRU1JQJk0iun8/0cHKif0vvYzjlpvxbygDTQNZpudXj9L/1ttmGqPFAgZxcUseN47QsWPEampIveoqlBkzTve4fGwiLa10PPIwga3vjWp3XHMN2f/8Iyw5OWd9zs8SIXAJzjucTueoKosnc7JgUVZWdsZCytnko5rjj4xwKi8vp7S0lFWrVsXXvWHDBkpLS6mrq4un1g1FJZWXl8dTN7ds2cLq1avjaygvL6e4uBifz/eB+zaSsy32LVmyhIqKilGRUh8mOo5kz549Y96/DxImfT4fS5YsobCwcEwBbmhfRHqiQCAQCAQCgeCjEO0aoPuJQxihwUgkWcKxvJDoMR/hAz3EpCi9wU58ka6PPUdkKDJoDDqqD5tCFowWt+AUMSt7+iy662tJy82Lp0kmpucTjX4JRVHi/ZJcFgKewdy/Qb0ryWkh4I3id8eQFehuGq7M2Fnfx6SLMqir6iZzooP82WkkpydgURUKizPZUVbLwXdakWRorxtD3AJSMq30dZkple3H+5kwPZ3ZV+dSU9HBpLlpRIIaRQsz6GkeYMezjfHzdM3g6I52cqem4veFiUUMFElGi+lU725n1lW5ZE1KZucLdfS6QzQc7GbOF/LQdR1dM/B1BJAVhcklWaRlJ3F0exuxiB43pe/rDjL9smwqNjaADrWVbmbMTSA1044kQezp9fS88Syp99xN9k8fQZ4wgV5Fwb+lHKJRLMXzSSwsovcvfzEXrKrmf7Eo/hdfMsUtqxVJUcxouv37TSVPUYbvX2oqemcnScuWkbny/rPuwWXEYnie/APu//ovjOBwtUw1K4txP/ohyUuXjil8XujIn/UCBIKxOJ1YtWTJklEizlD0zkdJFTwbDPlvfZTUt5HXtGTJEpYsWUJlZWX894qKirgotHLlSn72s58B5jWuXr2alStXsmTJEhYuXMiaNWvw+Xzcf//9PPDAAyxZsoTly5ef1YqGH4XVq1efIkStXbs2LsSBKUgVFRWxbt26U84/XXTb0J4N7ffI/j09PfHjJ0f9+Xw+1q5d+5GrcwoEAoFAIBAI/rqJ9QRxP34QPRAdbtQNtKYA4YM99Gf282bLU59I3ALorq8Z3SBJyCPTxMaIypJVNS58DdF5opqC4gX0dXUCEsj5oIwWt4BhcQvMQCwDAt6oKXaZXugoKkgqMGj51XCom6xJDtyNfipfa8aiKkxZmI23PciUizPNoXRoOeIbNZdql8kqSKbPEwEZ8i9KpWC+iwNvN5OQbCEaMmjY76XteB/v/amOI1tN7y7FYl6brhvoUWir7uXYtk5kFTRDZ+41eciyQv2+brrq+5EGMyov/WIR+99sZvuGE+iawdZnayj/3RFqq7qRJIm6/V1kTXLQ2xOksDiDvVuaqNjYiBYxmHJJFvk5UcZt+BHWQ9tZlH0CuXwD9nnzCJSX0/mv/0b7t+5nYM8elIkTAYhWVtH79NOgaTi/+x1Sbl9B2qqVEIkiWSyk3nM3ks1mCkuD91GdXAShECl/8zdgs0JvLwCJX/jCWReaggcPUX/77XT94hfD4pYkkXb33RS+9iop1133uRS3QERwCc5TlixZQlVV1SkCUmFhIevXr2fVqlWUlJTEzeCXLl36qa6vrq7uI1Xnq6qqOiWdMT09naKiovhnl8s1prA3FKFWVVUVb3M6nTz//PMsWLBgVN/PKlrJ6XSyevVq1qxZEzd3HzKGH8npIszGSnEcYu3ataxbt47S0lLS09NHzTfE8uXLKSsro6ysjJ6eHnw+Hxs2bBDpiQKBQCAQCASCMybWGzbFrb5BI3d1UOmxyEhJCjE5xp5jr31icWtMDAM9FjupUSIpI4NAt2n8rmvaKcKXEYtRs3MbE+fdRNsJHUmZhh798DiWnKnJdDX4kWWZvJlO6qt6mHbFOIL+KM2HfcQiOoYGXQ1+MyxGB597gJo9HWx/oZbZV4yd2qbaJUqun8iBN1tAN89rOmSKOYoKe99oRo8ZODKs+LsjQ5fJ+GmptB4z++kxg0nzXLQc9aHFdAwdKl5twmpXuOLOqfg9YXa/VEfudCfvPlPDFXcUISsSi1dMJW1cIrph0OcOMbkkE8MwyC1Ko7bKjWFA8xEPWsxAjxkUzHORmTjAtjaZ3Ovuw716NXo0SvJ11xHYs4fsH5RiGAZd//YzLLnjCe/fT8LixdiKi/H9+tcQjRKtqSGwcRPJd92JlJqK8+tfw5aXh5yegfexx8zrk2Vix2tAVUn50hdRsrLwPvooWCxIErR857vk/fox7J8wRVHzB3A/9ijep/4E+nBqrW3qVHIeeZiEefM+0fgXAkLgEpyX3HHHHaxdu5a1a9eecmz58uVxccnn87FixYpPPYJr5cqVH6la4dq1az+Syf3JuFyuuNg39HOsSKjPkuLi4g+MaHM6nXi93jGPjRSrxuJM9vqjCI4CgUAgEAgEAsFINH+E7scPonmHUwctU1KJHvWi5NjxvnmCyq7NuAONHzDK6ZFUC0bMjKLKm1eCzW6ndtf24bkSEokGB0adM2nBJWQXFNF65BDNh/cPVkhUMbQYmYWT6WlqQI/FUBPm0d4wBcXyIcLWoFAFYLHJDHlqNR3qAQmqd3WhRYcFtPw5TlRFoeFQD4pVYe/mZhRVRtd0jleMFvmc4xII9keYc814Ar4QuqGb4VWD/1ksCpMXZnB0WyfObDu+jhDIkDPZQftxP10NfgqLM2g65CEW1cmckExSio3DW9sBKJjvorO2n876Pi790iTajntpPmp+t+j3hLnx/1yErytIep4DT9sAUxaMQ5Ikju/p4ESlm7wZTroa+8ib4aKushswSLUHGW/pYXbLa0y66SbkWf9I50//Bf/WraBrGIaBtaAAIxohfOAAWCzYFy4gadEifL/7HWpBAepgwIJ93jxUVcX35B8wentJGmkar+uDKYwxgjt2krR4Md7f/AYiEfpeehnXd7+Dddq0D3+IPoD+t96m46c/JdbeHm+TbDYyvv1t0u/9BpLF8onGv1AQApfgvKS4uHhMo/mTKxGWl5dTWFh43kfqeDyej73G5cuXs2LFilFt5eXl3H777acIgEM+XMJ3SiAQCAQCgUAgODP0gSjuxw8Scw97FdnnZaBkJBA96iXWEqCh9xDNgY9nKA/ExS2Aln2VpGSNG3X8ZHELoKFyNw0Vu0alLhpaDCSJuUtvovGQh4YD3eTPXUhvRxh/T/SUMUYxwi+/6WAvkgKSZJjthpkaOIRqlWk/3kc0rGOxyUyYmWb6cU1y0H68D1/H8F4pFol+bwgJiao3mtCicNHV4+n3DtCw3wsGSDI40uwoFskUtzDb7A4b4EfXdZqPeIhFdHKmprB3SxOyLCENBtElptgoLE7g0Dut+DoHaK32kjMthfYTffR5gvS0+3n7D9X0ugs4vLWVG//vHLLyU0jNSsCaoNLd0k/xdZM4/F4bk/OjxN5+FWfFLjxJScy4526616zG+ZV7MKJRGEzr6/q3n+G69xsY9gTUnFxiTU14H/s1htuNpGnEDh6kt7oa2eEguG8f/meeRZkyGc3nI/Dee6gXXQQJCcQOHkSSZdMX64knsO3eDdEoSv4EQtu3E66qImHyZBJmzvywx+gUop1ddP7rv9K/efOo9qRFi8h+6CdY8/M/8pgXMsKDS3DeUlpaOipKac2aNRQUFMQ/+3w+SktLx4zyOp9Yt24dq1atGtVWVVXFc889x4YNG6irq6O8vJyKigrWrl2Lz+dj3bp1+Hy+eMrfUPpfeXk5ZWVlLFmyBKfTyfr160e1g7lvn5UXl0AgEAgEAoFAcCGhh2J0PXGQWMcIgUkF+zQXocouWpMaOOB5l32et87qvKZn1tg4MrKQFDWejqjHYmQVTB723zIM3vn9Omp2/AWJdFoP+0eJW3aHSuFC5ynjOrNNgWnIZH7SnHRkWWLKJZlk5Ccx7bKs+LH82S7mLsnDmqAwb+kEWo55UCwS7dV98UqLQySn29AiBrGIzsRZLhbenE/mJAf25OGoIS2qc+DNViTFwJltNy8jBvVVPcy6Moer75nG/KUTAOiq7ycWNsib7uLW/28ORSWZTLs0m6kXZ6FaZboafcy+cjyelgBocGxbJw37u1GtMrqmEQnF8LT56WrqIyPPwVV3T+Xmb89lxoQAl95WQLvXSsGlBah2O5kP/CNJixcjGTre3z9pGsQDicuux/m1r+J76k8kTJtGrKbGPGaz0fva6zi+9CXzwnQdXdfxv/Bn8zprTmCdOxdJ14kdPEhs715QFLJ+8hOS774LIxIhtHMnGAZac4u5Dyf5pZ0Jhq7jfeYZ6m66aZS4paSlkfuLNUx44vG/OnELQDLGKikqiLNgwQKjoqLis17GXy2lpaU8+OCDOJ1OysvL2bBhAyUlJQBUVlaO6fN0PjEkVg1VQxQIBALB+YckSZWGYSz48J6CTwvx/iUQCD4N9IhG9xMHiTT2x9ukNAvGgIbjlkkcLN/I+3tfxJGeib/H/fEnkiRTrJIV0LWPfHqSy0XA4wFZISE5mWBvL0WX3U2v20Z/d+pHMgxXLBKabqBI5rpGpiQiQ+7UVNprerHYZBRVpmh+FpkTHWx9pmZUX4tNRpIkUsfZcTcGTGFs8PBFV+dy8J02ZBX0QVux7MkOfB0hXOOTaDveG+9rsStceecUdpTVMnGeiz53kK7GPvJnmhUcL7p6PLV7zXTIwvmZ1Ozp5Io7pjJlwTi6m/upP+im8vUmZBUwJCRJIhbRUa0y1gSFRV+ews4/n2DJDcmEfvoPpN5+O00btpDkb8H1ja/juPxybNOn079pE4au07l6DUkXLyRUWYkeMU34M3/wIP633yKw+32Sr7+OwGuv43rwQQKvvkpw506cd91J7xubsUyeTGTXLkhMwHHrbfiffda8SJsN59+uwve/a2GM6pmu732PrL9ddcb3MXT8OB0//gnBfftGtaf+zd+Q9Y//gJqWdkbjnA+c7XewC1rgkiTpAaAOcAEYhvGBpkSSJDmBlSPOqTAMo+qDzhEvWJ8969at+0h+V+cTZWVlwhtKIBAIznOEwPXROdfvYOL9SyAQnGuMqE73k4cJn/CNaldmpKAd7UNTNMKhASpCm2nvPvHJJxzKtTsrWLA4bkexmGmOSZkKAbcGCqCBapOIhcf+nq9aZdO4fbCS4swrsjEMnWM7u1AsClpYo6A4g4I5GfS6B6h4temUpVvsCiU35FO5sQkDDXSZKRdnUr27EwyYONtF4yGPqeUNLiNnioP2E37z86AYljstlUu/WMixHe0cea9j1Pi3fm8ux3d3UrvXTcHcdIL9Yer2elCtEl/8f8WMm5gKwNFdrbz1++q4v5jFrjBhVhp1ld1cfOskMAwObK5n6W3p2I7vxvv7J0n92tfofeIJJKsVSVVxfe2reJ99jsz/7+/BMOha8wvS7rmbhEWLCO7YgfdPf8J5zz2oubl0PfJTDL8fLBaIREi64QaSrr4aSZaItbbR8+ijSElJGIYBgcDwpsnyaOP3Sy8hXFEJsRiZq39Oxm23fehd10Mhun/zv/Q88QSMKEhgnTiR7IcfJunSSz50jPONs/0OdsF6cEmStBrYYxhG2dBnSZKWD30eo78TeNMwjJLBzyuBB4EVY/UXnD9cqOIWCONzgUAgEHz+EO9gAoHgQseI6XQ/dWS0uGWVIGKgNwSIyTEq3JuJJkTPjrgFp4hbssWKHo1ySr7fWMiKeb6sIKszkZRZyGpW/HDAbUaFKbKEphmjxC3JAlarQnhAAwNiMd303JJMsQsJaiu7MTQYPzuZxoM+6iq7aTzQTfoEx6lLl8zlVG1qIhrWmDjXRethHzUVncy4LIejO9qp3+chY2ISvvYBNN3AiEF7jX/EXpjjdDX20XrUGxe3UrIt9HVGuWz5JHq7Bji6sw1NM+JG8wBazCAWi1GxsYG86U466/sAGD81lZzJTg5vbWXuNeORkOj3BDm2rZ2C2pcI7HyfAcPACATQu7sxBgZIu/9+bBPy6P7lr3B84Wo6f76arNIHIBaj5w9/xHH8OAN79qAFAvT88lek3H03kqqStGwZ/o0bwWol8NZbBDZtArsdyWYj9a67sM+bS7ilBd9jv4aCAqivj4tbiTcsw3H11QT37SO8azcA/S+/jOuWW5Dl0ztIBXbupP2hh4g2Ng03Wixk3P8t0letQrbZPvw5+ivgghW4gJWGYYwsS7cFKAXGfLkCVgNxsybDMNZJkvT8OVyfQCAQCAQCwecR8Q4mEAguWAzNwPPsMcLVI6p7WyRcPygmuKWVLqOFHS/8EV+kC3ohKT2TwMdMT7Q7nYRO442bkpGFr73llHbFYkWLRkY3DqU1ajIT5l5OZ719zDHTchLpbgqMajOikFHooKfNT87kVJoP+4hFdRQLIMGRrR1kTnTQ5w7RcswXN6LXotBV5x89wWDkVVFxJkmpVvy+MEd3dIIOsgEnKtzoMcic5MDd4EdWwWpTmHvjBLpb+qmr6gFAVmHCrDQa93uJxmLxzM2+rigYcPCtdvzesCnUDWo+kgLpeUl0NwbYvqEWd4Ofyk0ysgLjpztprfbhzErksr8pYv+brdRVmfdsfPM75DeXk3TDDaR/8z6iDQ0MNDaCYRDp7CRp8SJSVyzH8/snzTRSwyDznx5koGovfU8/Tcrdd6NmZuJ9/HH6XnwRSVFIu+9elDQnfS+9jBGLgd0O4TCGptFbVkbva6+SeNll5sL9I/ZQUQjtfp9YWzuR/fvNNqeT0I6d9G3ciPOmm065pzGvl67Va+h98cVR7QklJeQ8/BC2yZPHfBb+WrkgBS5JkorHaPYASz7gtJVA0cgGwzB8Z3FZAoFAIBAIBJ9rxDuYQCC4kDF0A2/ZcYKHekYfyLER2NRE6P0umqg0xa1BPq64BZxW3AJOFbckiZnXXMfx994Z/GzmBaZPKsLb2obOPFRrAV1NtlHeVgDIoKgS3vZA/PPIiokddX0suHESfl+IWMQ8kD7ewczLs3nv2VrcjX4K5qcTDITpOH6SqDWIM9uOrzOEapU5UeEmEtSQleF5Sm6YyISZLqp3dWB3qPg6giiqzBW3T8Y5LpHx01Lxtg/gbQ9i6NB4wBQY22p86BqMn+GksDidbc/W4m0bNvyXJLAkqhQvncBF147n7SeraTzqRlFh/tI8jmzrYPxUJ63HfBze2s6x7a3omkRmRwUTpqaQ2lNO0rJlZhqhJGEtKKDjoYcB8D/zDIFXXgFJwjAM0u//Ft3//h/ooSCZP/wh/a+8AoaB5/e/M72zYjFITqbvxRfpffkVGBiApCTscy4itGOnaUKvaSBJppE8gHvE86Np6L29RDyeEQ+CD5ISsU6aNGq/DcOg75VX6PzZz9G8w2KsnJxM1j/8A84Vy5E+IOLrr5ULUuDC9G7wnNTmAzMM/uSXJkmShlzICwdfzFyA0zCMNed4nQKBQCAQCASfJ8Q7mEAguCAxDAPfiycY2Nt16sGmEKGmIFEtTEvHkXO6DtVmJxYOjW5UFNA0umpr0LRB5WowL7CnuRl7ylIMYyqSLGFoIFslZl4xjiPbO0CH7CIHHbV+FBVUGxQtyKJ6u3mdFrtELGpQ8Xo9BlA4P526vT101fsxjA7mXTeBfZtbaD7qIxYa2wA/OcOGryNE4fx05l+Xj68ryLbnTjD7mlz2lzeTNTGF+dflU7e3h8PvmumEsgpTL8lC03VeenQfWkxDi0Lu9FTcDf3omoEWNeio8SMp0NPSz6IvFrHgxolUvWGm4WlRA1mBqQuz2P92C8kZCXQ19lOytID9b7WQkpnITf93Dmm5iQz0Rah+r4XCg78nYc4cnMd+j9LhJOfHP8YwDNofKAWbDdfKlWCxICUkYMgySbfczMArr2IoCpbx40m+6068v3qUSGurKXj96lHTbysWw77oMqTkZHr/9DSoKtisuL71TZTsHFPgkiSw2bBfdRXJ13yBgX37CDz73OjNHJcFPR5ISTHFL5uV7IceImHmzHiXSFMTHQ89TGDHjtH34YZljHvwQSxZWQjG5kKV/JxjtA29bLnGOBYvs2cYRtmQEeqgh8QpSJK0UpKkCkmSKtzuT1AtQyAQCAQCgeDzhXOMtrPyDibevwQCwbnCMAx6X60j8P6wkTmqhHR5OlghqkfY73mHtzuewRfpQk1IODcLUZS4uCUrI2JNNI0EZxrdDXUY2rDIJMkqsuUakKaaFfYGrbV0zcDhtKFaJFSrTEeNH3RIy05k7pIJ1OwaFvGiIQNDM1MO9Sik5zmw2GUkGTPN77UmtKhOwZxT/wlXbTLIMNBrpky2VvfSWt1L2rhEVKtMWlYS0y/Joa26lx0v1JKUpphpjIMcfred9549gaEPWlAZkFOUgmpRKF6Wj2qVUFRTtMud4qTxsIfD77UyY1GO6UdlAIbEiUo3WlRH13WWrZzN+BlpxKI6256vwQA8rQHq329hTspxct1VuN5/gZQbbyBv/TqSly3DOmkSKbffDgMDeNauxfX1ryEnJ2ObOwf/X15E9/txLFpE9y9/hSJJIEl4f/tbEi5bhOu738XxpS+B3U740GGCb2xGsttMgSsUxvfb3yHLMsl33mkKlUBo82bcD/4TgRf+DIB98WKYMcPclLZ2MxLM7UbNz0dOSY1HYhnRKN3r11N3y62jxC01J4e83/wPeb/8pRC3PoQLNYLLx6kvUUOfT/6r4si2keV4yoFKTM+IUQy+fK0Ds4rPJ1moQCAQCAQCwecIH+foHUy8fwkEgnNF3+ZG/Nvb4p+lZAtGfxRjVw+aplPRs4km/9H48VgweG4WMkK80rXY6GOSKXJYHclEAiEU+8VIykTmXDOPmBbj+I7ueFdDg6rNzUiSxOSFmRzd1glAd9MAPa0DGGMHYiEp4PeaAlv25BTaj/eBBAVz02k67B3V1+ZQCPs1kEGSJVx5NpxZSex6sY5Lbitg0Zcns+vFWi6+ZRLHdsrU7e3mREVn3EB+XKGD9uN+oiENSYWM8Q7cjX48rQFiUXOBl985ma1P14ACjQd7qNvbQ+H8DOr2upm/NM/UtwyDlHQ7W5+tYdvzNdz0d3M4vrsTw9CRJIVIfT2JvU3M3PoYDn8LUkICqbfcTO+zz2FJT0eSZNq+/W1S7rrTvLBgEMv48SQsKMH/+kazzW4nVFVJ5gMPYJk4kXTA+8enGNixHc/jj5s+WnY7jptvRs3MoO/pZ7CXlBDYtAk9GKTzn//ZvLexGMl33UXo8CGiBw5CNIqcnU1o377hioqqSvLKlYS3byfa2kL6176G+z9/iRTT6PntbwlXVw/fBFnG9dWvkvnd7yAnJZ3RI/bXzoUaweXh1L8gOuG0ng51YxzzQbyyj0AgEAgEAoHgwxHvYAKB4IKi760m+t9uHtWmFrtIvi4fzdCQdAPDOPeaupqQ+IHHg17TFyzi70dNvATVdjGqLRskRolbQ8SiOoahc2xXZ7wtLc+OJDEqimokhgZHt3USDelY7INSgAH1+3oIB4YFN1mRTHFLAlmGWFjH0xKibm8PeTPSOLKtHcMwuPjWAvo9YVSbhMNlI+TX4mN21PrJnGhWYUQHd6OfzEkOWqq9REM6e15p5MSebvQYZIxPMjMyDWg+4iEcjFK5qQnDgIrXmnA3BrBYVSRJ4vjuTg6904ahwcWLEhh45P8R3LeXZH8LktVK4tVXYb3oIlLvuAPvU3/C+0IZ+sAASnYOcmoqru9/H2tBAYGdu8BuJ+173yPvD0/ivPtudE2j7dt/h+Pyy8n+pwfpffppM9oqMRFJkuh/+mkMIPn66whWVppRXJJk+nNpGlJSEpZxWVhHpBvqHR0oubnDN0HX6F+3zjSZD4XB6UTNyqTtBz8YJW7ZZsxg0nPPMe7BHwhx6yNwQQpchmFUMfhyNAIX5l8Ex+rvA3wjfCDgg1/GBAKBQCAQCAQnId7BBALBhUT/e630bW4cblAAC9gyk+j39LDVXcYu96s0B46d87XEggOntOXOvOikFhlJTUCxTESSJKTByoS501JBAsUKisVUrxQFpl6cjTEiEMzXFjLN589Ar2s64DvtsZRMG5JijqOPjAYzoO2El/zZabz7zDHe+eMx3n+5gUlz0ulzB8mYmBRXGKZfmoWn1YxaGrQTw93gJzUzEUmF6Zdn0VZjRo11NwXQNZh9VQ63fHcO6eOTTX+u2l4uvmUSDQe7ufz2KdzynblkTUpGsUhoMR01N5e0O26n7/WNSElJIMsMbNyE+wcPYmAgORz0v/IqeiCA1tGBpCgkX3G5uaZQyPTLyp+A1tRE96OP0fnIT9EGBojU15O8bBnOe+6BcJiUL94W31LfuvX4/vQ0lvG5EIuRcPXVqFOmgGFgKSrC8+hjBF551VQGB9EaG5AcSchFhaAbpmimqhihEN0//gmhvfvMCo6AZLeT9Y//SMGG50m4aPaH30jBKC5IgWuQdZIkLR/xeSkjSlBLklR40vGfMbrCzx2MkZ4oEAgEAoFAIPhAxDuYQCA47/Hvbqf3tbpRbUk3TyJxQTb+F+swKvykMe7ciVuKJf5r2oRJY3ZpO3ayob2OYi1BVscBpuYRGdDoqOtFsUD+LBdzr8tj4c35yKrEgD8y6uyJc9Kw2BXy56YBYE8e/LovQdbkD48CSsmwAuDrCJGaaQdAViB3WsrwCqNQvbPTNIkfFNf6u8OEAzF8nQNYrDKqVSLJZUeLGaaoSDwDk+6mAOjmdQ1VgpRVsNgVDKDPHaKroZ/kDButx3xIksSyVRcxuSQLX1eQ3WXHuWRWiJlHf0/K5t/h+d3vkYDshx9iwh//QOrdd4PDgf/V18j65x+Rdt+9YLOh5mSDYqY0+rdth3CYpEWLcK/5BYZhoDidpNx6CygK7l/8gp7HH8d+6aU477mb5NtuMwUru53Mn/yYlLvuJFxXjzJlMsFt24i1mBUxLTOmQ1ISybfdGhesbIsuI/On/4KkqOjtpgecUlCAOnGiKXSNIOnyyyl89RXSv3kfknqhukl9tlywu2YYRqkkSQ8MvkAVArWGYZSN6LIEWAGUDfZfM9j/gcHjPaKCj0AgEAgEAsFHQ7yDCQSC851AZSe+F0+c0h5r9xPe083+nncwMKjuff/cLUKLxn8N+/vH7qNrZBZOwV1XA6SA5VJky0xkFdLGJ9LdZEZ9SYZE5iQH9Xs91O/1UFiSgYRMw17T5lBRJQzDoPmIlxmLcjm6w/QbC/XrKFbQIiBLp8lbBBJTrQz0R+jrHhbMCuens39LG6pVoaveXP+keWk0HvQSi+hMnOukcb8PgKR0KwtuykcHFEnm8HttpKYnmuE0GlgSZaIDOq4JCXiagyiqRGu1D0k2o7smXeSi4aCHw++2IyFx6W2F7C1vRFYkqjY3IEkShq6z85lDFNW+xMSrrifv7svx/P5JJEnCde83SLnxRmRZJmn2bNSsLHp+9SuCe/fR/+qrEAohKwpZPyil81/+FX1gACwWAtu3o6gq1oIC0r7xdTx/fArn179G9HgN3b/8FXJSEvrAALpuwMAAJCUhSRJ9G8ogGkXr6wPAtnQp4a1bGXh9I7IskzB3HkpmJpHq4wxs20YgOQVDllEvuojY7t1o9fWj9l9OSSH7xz8m5aYbzWICgo+N9GnkG1/ILFiwwKioqPjwjgLq6uooKyujuLiYqqoqVq5cidPpPCt9CwsLxzx2vnMhr10gEAj+WpAkqdIwjAWf9ToEw4j3L4FA8HEZOODG88yx0Wl6qQr0aoSKdBqa97O/evO5X4iijDKVHyJ35kW0HTkY/5yUVcKAN0ZS5jXEgqa4IatmKqIeHY6SQgb04XHGT0ultbr3lHa7Q6VgXnrceH54PcAY5vOSbM5VVJLBife7GT8jlaaDPtPHyzCFrtbjPopKMpGAw1s7UCyQXZRK67HewUFAUSS0mIHdoXLFHVPRYjHeevI4ADlTHHQ1BswBDShZNpEkl413/3QcQwdrggKGhCsvga6Gfm757hwOvNVGXVU3kmJ6h12x1EHkf/+dnCsuom/TJlKWLaPv1VdJufkm/Ju3MGHt/wIQrq8n1NyM79HHkJKTkS0WUr/2Nazjx2MYBu5HHkEfNI3PevghFFXFMnESrStXYmgaeigE4TDOr9xD8m23Edi+nUhHB/5nnyP5rrvQfT4CGzeCoqAUTEI7UQtWK0Qi5j2XBo3LZNn05hrSW4b6nPyYZGUx7uc/J+WyS/8qxa2z/Q52wUZwCc4/VqxYQWVlJQALFizg/vvvZ8OGDZ+ob1VV1QUtElVVVeHz+SguLv6slyIQCAQCgUAgEHyuCR7twfNs9bC4JWEKQAlg+AyO7XmXJunUyK5zgqYhyTKGPqw+5V80j6JLL6e9+ojZbhgEug5jTV2OKzeRrtqgKRapMlMXjiMhWaXqjWYUVWHygnSObuuKj9XR0MsltxXQ2dBLw/7hIrYJyRZ6u8aoAnmayoqGAbGwQfUuN+jg94WQFQldM5BVaDjYg67Dka1met2sK7LxdgVpPdZL4fx08i9ycfz9LtoGxa7xU53ous7W54b3ub3Gj6SAalGQgP1vtjL32vHxFMWC+RnUVnTTfqIfdHjnT8fxtYeQVfMWSrEBEgeC2Pqa6H+5HjSNvqefBpsN/6uvYRgG3hf+TN/LL0MggJScjGSz4bzvPlKuvIJIQwPtD5QiJSSYj4bFAuEwA++8S+D990n76lfQdB3brJmEd+7Eec/dpH7pSwB4f/tbjD4zgq3/L38xRUtFAYsFzd2NlJREyn330fub34xOObRYwGLBdvNNRHe/j94+XMVz1G3p6qLt29/G+qenSBhhTi/4eAiBS3BWqKqqwuUarhrudDopLx/Tb/Yj9V27di1r164d89iFwPLly1m1atUFfQ1nSlVVFRUVFRQWFsZFySVLlpzReWvXrqWoqIienh7uuOOOUwTB8vJytmzZQnp6OrW1tZSUlLBy5cqP3EcgEAgEAoFA8PkkVOOl56mjpon3EDIgSxgdMZoGjlHdVzHseP4pYOg6FoeDqN8PQNPBfTQd2g+GQVL6ZMLhKWCkYU/ONsUtAAOiIZ3DW9uRVdBjUDjXRcMBT/yzI02l+KaJnKjopqfZH49ySkhV8bYH6e0eQ+AagcWuEA1pWJNkIgFzP1zjzfRBT3Mo3i99vAN3o3/0NUkSbdW9qFaZ4usn0esO0X68F1mF1KxEaqu6qT/QjTMnAatdoaPGHx8/2KuRlGrB3RRANwxUq0wsotPfHUKWJVSrjBbR8bWbayjMidDcJjG56UXSUm7DresYfj9JNywjsOkNkGV0TYNolL5nnjGjpOx2rLNmEt65C+/j61EUGee995LR0oKck4MsSXT87OckzJyBf9MmpMREev/wR6RImPCu3TiW3YCcmUnLd76L847bMXQDKSmJhCsuZ+DdrRCNmtUX/3YVEuC4/AqiDfX0xmLYLruMWH8f2qHDoOugaYT/8uJwFNfQ/hcVEa2tHY7y0zR0/dN7Lj/PCIFLcFaoq6s7JcXQ5XKNGX11pn1LS0spLb3wPWiHrmP16tWf9VLOGXV1dZSWlrJly5Z424oVKygsLPzA6Lvy8nJWr1496rySkhI2bNgQP29I/By5fyUlJfh8Ph544IEz7iMQCAQCgUAg+HwSru+l5w9HQBsUEhQJ26VZhCu6IFshVOvnmG/XRxa3FJsdLRz68I4fwJC4FceQQRlPKHwDFosFxUpcZBoiqygRb6uZ3jbr8mzqD/RQMDcDb2eA9uP9+L0x3numFkMDJNMI3gCCvTESnRbmLctl54ZG8/hJJKfbcOUm0nzERySgk5GfRHdTgMwJSXhag6Tl2imYm4kiK1x0TQ6vPHqQnhY/egwkFUL9EUpumoAzMxFJgqLiDGAmbTVeDm9tJyFFJdgXw9McNCsxDtLTFMSVm4i7KYCiSiS77AzZJbUeM1Mtr75nMl2Nfmp2dzDV2UXGU4+QljQeh7+FaFsJGT/6IQPvvEPGv/4rEhIJV12F1tGB57HHSFq2jIFt25BkmfCRo2C3QzRG93/+kmhnJ/2bt0A4TN5vnyD3Rz+k89//g4zvfw8lNxcJ6FrzC1L/5m/oe+11/Bs34rjxBrxP/Qk0DcMwsEyZQrLLhaHrBN7YjG/tOoxgEGteHmp+PvZFiwgfPYp1wQJT4BpKTx0pbqkqqXfdhW32LLp+8hCEBp+taJRoYyPMFlUTPykXchVFwXmEx+MZs93n833svlVVVRdsauJICgsLqaqq+qyXcU5Zu3Ytq1atGtW2atWqDxUox+rz4IMPjop4Gyv6bcmSJR+5j0AgEAgEAoHg80e4qY/u3x3GiI4QiTQDWZPQYzpGY4Tqvj34Il2nH+Q0fBJxK9GVOVw6cARqyhJsKV/GYjGrLGqDtkwjuyYl29F1DQPInJTMjMXZHHmvg/bj/cgKTFuUGdfqZBUSUoYrNg74ohwob8fQTDuoU5ANGg960QfFQE9rAIDqHd2gg7clRG9HiOR0G+/8oQZ3g5+cyakAZOQ5qNvbw743WtheVsvrvznI9g0nSM20M67QrLQYHoiRf1Eqzmw7VrtCRn4iAM5sOwP9ETImJqHFDLoa+rEmKBTMTydzYhLoUPFSLUe2tjOhfhPjXv9PFFUl2d+CBHjXrqP7kZ8S2LiJ9m/ci3/jRtyPPILm7iJ79c9x3XcvKApp995L/hOPk/3Tn5ppgoB/4yZSrr8O3e8n0tCAddIk8n79GJa8PNz/+UuibW1klT5A5g9+gOsbXweHg+Cu3bi+co/ppRUK0fvr/6L/6WfQmltI/cpXMIJBUBW0mEbLN+4ltGMHhtdLeKzMJIsFrFaSln+Z3uefp+un/wKyeXOsS64l5a67cFx//Yc+U4IPRwhcgrOCy+U6RaA6nZB1Jn3LyspYsWLF2VziZ8qKFStYt27dZ72Mc8ZQwYCRLFiwgLKystOcYQqaY0X4FRcXs2bN6OJaIyO8hjg5CvBM+ggEAoFAIBAIPj9EWv10//YQRmQ4VEmdnELCpdkE9razq/1ldna9QkdiyyeaR7baPvI5Ax73mBFjWeNlZlw+7pR2QwfXhARkBer3edAiEAvrvPWHavp6BuL9FIuCoipxnzE9CgFPdNRYqsUUT0YGD8kKIIG/Z9jo3JFuRR/cOlmF7CkOcqamUFvp5q3fV1O3t9sczyZjd6ik5dgB0DSDRcsnM2luBgffaeUv/1lFe20vkmKmUCanJdLbGSIW1fC0DyCpEPBFiEV0PK0B8xr391A0P4v6vT14OgLY1TD+Xp207sPkN25GliQSr73WrFyYlASKgvP+byE5HMSam5EcSah5efT+6Wli7e1EGxogFsP39J8Y2LEDAwMpIQHX979Hxg9+gHXOHLJX/xxdN2i69z7CdfV0//JXJM6fR8+jj+H+t5/h+93v6N1QRuptt2IYBgmLFpEwb97gBsmgKAS3byc4VAQlphF4++3h45J0ajrihAmkfv1rEIkQeOHPpvF8MIicbAqCVouVvueeI7D5Uyh88FeASFEUnBVOF2k1lrn6mfTdsmXL5yql7/bbb2fFihWfS0+oIaFqpK8aDItLpysSUFdXB3DKeUOffT4fTqdzzOIDZWVloyLGzqSPQCAQCAQCgeDzQ7QjgPvxgxih0Xl4SpoNf2U7sWiY/qjHjNwKfLK59Ej4kw2ARO6sxRiaA3frVDwdw9FkQ/5ZAJ7W4KiKiObk0HTIa/4ug65r6JqGrEroMQNkSM2009sZIjFNZcAbw9d+6nr1MTLm/D0RZBVcuUl42wboqPFjS1CZdWUOgd4gDft9ADTu9zLzymwG+iLICqhWBVd2EhIG1TtlDAyOvtcRT0n095kG8VkTk2mv6SdzooOeNj+GPnytBfPSyZrkwLJbYWJWiBMNKmm+YyxM2U/MYkGPRBjYtImUu+8icf58utb8AlteHvlP/h7DMPA88Vv8GzdimzsXadw4Oh9+BMPvxzp3Lt2/ehQpKYn0+79F4qJFNN/3TYy+PtK+9128v/lfiEQY2FuF48t/g3ftOkhIIPH663A//gTp992L549PIeka0YYGwsersc6dS6ShAefXv06spobA1q3mvZuQx8Dbb49ZHRFVRS0qQvd6CDc3A2C/+mpCW7aYnludnaAoWKZMIefaa0hetuyMnybB6REC16fAf9xx82e9hDPm/z336sc6r7i4eFQUVl1d3SiD8SEBxOl0fmhfMD2VPiz6Zt26daMiwZ577jnWr1//qVQsLCsrw+PxsGXLFjZs2BD/XFlZSWlp6SmCjtPp5PNa7nzoXp7ufp1O4Bpq83g8o84dGu/k9iHWrVtHcXHxB3prnUkfgUAgEAgEAsGFSbRrAPf6gxjB4ap1CZdmE9zrJrSni4Oed+gMNnystMSxsCQ6iA6YXlqyqqKPqJZ3cqXEIZIysgh0D82v0t06EXtSLopiKjyKKqHFjLjgM1LocubZ8LWEySiw0e+OEewz55NlM6Xx2HY3AHnTnbib/Qz0RZBkGPDG+CBSsm2Mn+xkoD9M434fBfPTSUi2xCskZk50MPGiNA6+3UYsMnxNNofC0e0d8fXpuoGnw897z9YgyRJTF2ZRs6eLqRdnoesGR7d1AtBeY1YfdDf6zXKIBkyal0bjAS9Hd7RzbEcHWtQgI1XDNclNZucJgpt3gs2G40tfxP/sc/SVvUDCvHlklT6Ae/Uasn5Qiq2gwIyistuJ1Nbi/um/oFitJH/lHvo3bzb9tyQJ31N/Qs3NRTIMpNRUNHc3RCJY587Fv+kN9L4+iMWwzplD/yuvgt+PmpOD6ytfwfu736HpOkZggEh9HVJMw/eHJ5GQSLrlFmJNTYSqqsYUt+T0dPSeHmLV1Wa1xTfM6CxJkiA1FWXaVLT390D+BLyPPYbzK/eQcuONH3jvBGeGELgEZ43169ezZs0aiouLqaqqYv369fFjpaWlLF26NB7B9EF9z4QVK1awcOHCuIBRWlr6qXp2eTweVq5cSWlpKStWrIivf9WqVSxdunTMdZwcqfRZsmLFijH90U7H2rVrT7u3H2WckTidTpYsWXLKfRuK7DpZGCsrK4unIY4VsXWmfQQCgUAgEAgEFy6x7iDu9QfRAyPS8qwyUpIKhk5XWgfV9e+f1TmjA/64kDVS3FISEtCCp1YslBSFSMAUxCTrVCbMvpbOOjuRgSE1C4pvyMfd3E/DPvOPu67cBHqazbHGTUzB1+Kmu344EmviHCd+X4SepgFmXpENkkRtVRfjpzpR7TLHd7pPu/7kLAv9XVHCfRr1+3qIDfqVtdf0cuO3LyLQF2HAG8Hd6Mfd7AcdFBUsNhnFJhPqi5kCFZAxIZFgf4yAN0I0pGO1K9RWuYlFdQ5v7SB9QmJ8XlmF/FlpNOz3ggSFxRlY7JKZuSmBrhkUpXuw//dPkG02gsEglqlTiZ44gSVrHAmLFhHcvp2uR35K2re+hRGJ4F69hrz//Q0T1v4v/e+9R8+vHgVHEln/9CDWggJSv/QlNE2j78WXsM25iGhLK9jtZD3wjwSqqiApiaSrr8b329/C4L2MHDiA5HAgpaQQa2/H++ST6L299L/8MkYoiOP6ZQR27cI+cybhqir8zz4LNtsp4pbkcGD4/eg9PSMenijy5MnojY0E33+flJtuQtNiBN7fA/UNYLXie/oZEouLSRUi1ydGMk7KERWMZsGCBcYnjbz5a4jgOpv4fD6uvfZaKisrxzy+bt06Vq9eTW1tbbytrKyM0tLSUW3nivLycgoLC3G5XKSlpbFhwwaWL18OnD5aCcyqfm+++eY584UqKyujrq6OlStXfqreU1VVVZSUlDDWvyWSJLFly5ZTIvSGqKurY9WqVXFRyufzUVFRwdKlS6msrBwzGm/o+figaL0z6SMQCARDSJJUaRjGgs96HYJhzsb7l0Ag+PwR84Rwr92P1jvkzI7pRWWV0XUNKQY7u16mOVBN3KTqM0JRrRjKQlT7QhbeOonK15riS5JUsNstTJybxrHtY0SZyZAzOYX2433mWBYJSZKIRXTypjuZsSiH7S+cIDygoUVPjR6zJSmEBzQwQFYlbvv7OfT3RIjFNJoO9VC3vwdZgvzZLjLyHFS82gRAWk4C3vZhwa5gfjr1e3tGjW1JkCi5voDcaan4OgcIeCJouhYfA8mMNJtwURqN+7xMW5SJtz1I92AlRlkxUytV1WBi02by3e+h6Drp//Qg/ldeIbh9BwmLFxE8dBjFakXNzSFc3wDRKOg6GT/5CXR1krh4MfYZM+jftAnrpEkANK/6W1xf+yqGYdDzy1+B1QrRKM677yLq8RDYuImEyxcTrakh4x/+gf633iKwcRP2yy4j9UtfRJJl3P/5S7L+v78nuG8fvmeeJXnZ9fTv3AX9/eYaYEyvLaxWU/BS1bhwBiC5XBhD2UuyDCOi/SyXXEz0WDXp991Lxv33I8t/fRbpZ/sdTERwfQqcD6LRhcQHiURgRms9+OCDo9o+SEQZOe6ZMpROORZD85QPVsgYErfg9P5iQ8fq6urOmeCyfPlyioqKPjOfryHPrI9CYWFhPMUTzKiuoT083V46nU5WrVrFtddei9fr/dh9BAKBQCAQCAQXDrHeMO71B4bFLQADlAmJ+HL62PHiU0ycOJfmwLGzNqekqhixsdP+bMlOwv2+056bO/Naulqno6oKA73hYb1NMg3lI+EYx3eb4taCm/PRdYOq102vpiEfroL5Lur3eph/fT7JLhvv/uk4qk1i+wu1TLrIxZHtnSctGDAgHBj2JdNjBvvKW5g0J513nz6OERvsp0g07PPQcsS8BkmBfs9o7676/SPELQWsVoW5S/Ko3NRA1WaYujCbw++1MfPybArmuajf5wHDrAjZWu3FmW2neocZWebMttPvCaNgkJfuIW3H06R46ki9/1vIg+/rwR07SVp2PQO7diMBCQtK8G/cZApeFZUQChF49VWC27cjrVvPxD/+gdQbbyR87Bi6rkM0QvevHiXtO9/BccMNDOzeTfKyZfS+8ipGXx+Jl19OqLoaQiF0w8DxhS+gpLnoe+01IidOkPaVe8j6//6e5BtuwFpQgH3uXAAsU6bi+dWvhoWtEeKWMm4cWmcn1uJitIAf7eAhsFpRp01Ftyeg79kzvId2uymCDT5T0YOHkGWZpMWX/1WKW+cCIXAJzjucTudp096qqqrw+XyjRCWAioqKDzQUr6uro7S09IzXMDL98XSciag2ko8jAH1UPq0UzbHmPNkza+geftianE7nqPtZVVUVbz8dS5YswefzUV5eftp7cCZ9BAKBQCAQCATnP1p/hO71B9G8IwSYQTFHax7A52nGF+7Ed/zsVqI7nbgFfKC4JdkW0dk4DVmW0GI6x3Z2IqswaU46+bNcbH2mBi1qIKvmRciyzMn6RldjHxNnZwAgSxKqqqBYFBr2e5FkOLqjc1SQmmKRx4zmAqjf20P9vp7h/gYYhsHEuWkkpVjJnJhM0xEfLUeHfZJtyQrhfg1JAYtVZfHthQz4ohi6Tiyso9oUqnd3IMlweGsHqlVGtcrEIjqqRSU930HbMXOPzMiwASxWiclHnmJc6y7UWbPQ2sP0/dd/A5DY0wOGgXXKVILbd+C4+Sb63nwL65QpBLfvIPnOO1FkCXnmTILbt2NIEuG6OsJ1dXStXkPu//w3rvvuQ9N1fL//PUgSsiyTUDyfQHk5Kffdi3X8eFKQ6PiXf6Hrhz+CaBTX97+HareTeO01ZtSXw0G0rY3e5zfgvON23L/8Fclf+hJYLMMRXICUmEjKrbdgnTefgXfeIbBpk3lAVUGSiB08BMnJo+6DWlRI7OAh1Itmmz9nzyb2/vuE6+tImj3rtM+T4MwRApfgvMPlcp022mooXeFk0aSqquoDRYyhSKGzSXl5OXfccccZ9x+r0uBnxdn04BqKujp5vCHB66OKbhUVFaNSPktKSqisrBxznKEKjh/WRyAQCAQCgUBwYaL5I7jXHyTWPcLrSoLEa/IY2NlOOCPK++9/ShkzkmyGX419EGfeRfT1zMRiyzENxQF08xRZlWg+6iES1NFj5lC6ZoAEla83cvldRSATj97SwlBX2Q0y7N3SjKzA/Osm0FrtpbW695TZxxK3XHl2vO0hc8kGOHPs+D0R0rITcTf6aT7sRY9B2ok+vO1Bxk9PpfVYL5IMWngon9KcV1EUdr98HGuCzPhpTooWpLPtuTomX5yJvydMW3UfOVOT6ajtJ3dqCvX7TbFsxhXjKNj9BA2HO3HNm4yldReS1Yp29OjwztltpN17L0mzZiGPy0b3++l7+RUS5s0luG07CZcvJrBpE5LFgn0w3S/piivoWr0GIxIBWab/pZfwPf0MGd//HordTsY//gO2ggIA8v73NwRra+n4xwdwfu+72GfPIrR9B0gS1vHjyf3v/6L7id8OXS6ePz6F8567CXV1oWRk0P/CC6M3VlFIWraM3ueeh+eex7HsemSXi4SLLyb4/vtYSkoIv/mmmdYIKBdfjHboELFDhwGIVR83fx44AEDgrbdJvfFGFEU5zbMlOFOEwCU473A6naOqLJ7MySJGWVnZxxJSPikf1Rx/ZIRTeXk5paWlrFq1Kr7uDRs2UFpaSl1dHXV1dfh8vngUWXl5eTx1c8uWLaxevTq+hvLycoqLi/H5fB+4byM522LfkiVLqKioGJV++WGiI8DSpUtZsWLFqLTK1atXxz25ABYsWHCKMDgkgA7NdyZ9BAKBQCAQCAQXFvpAlO4nDhHrGhjVLtkVgikD9BeH2bzhvzG004lOn5z0SYX0NAz+8f204hakTZjDQOAarHZpzONazECLQctRL+OnO+ms64tXKtRiBjW7u7DYFKJBM71QtUNCsp1+dwgtpiFJCvu2NI+qbggM+5AN/lTtMrGQ2cfTGgID5i3LpemAjz7vAIYu4W70UzDPReMRD7IC3g5TPMydnEpHbR9a1IjPM+3SLI5sa+P6lbNZcu8M6vZ3U1fpprc7iBY1OL7DDZKZ4th+3BR06vcNfydJadxPqPwNsq1WHBnT8CcmknDF5QQ3vQGAXFSI3t1DaNcuep/fQO6jvyL1zjvpfeEFggcOkHTDDVimTCZ09Biue+7G8/snwW4n6eqrSb72GrpWr8F5zz34/vAHHNdfj+2SS8jIzcVWUIBhGLTcv5KMH5QSeOddkCR6H38CIxBAmVxEwsKFJF1/PR2lpQxs3ARWKym33opl1ky6f/LQKC+tIexXX0Wksgr/po2m75au49+4ifTvf5/ExYtofucdwoPfZZQJedgWLWZgyxbUvDxix4+jTp2K7najq4p53xQF/8aNeGfOIOP++0/7fAnODCFwCc5LTidWLVmyZFSq4VDq4aedgjbkv/VRxJOR17RkyRKWLFlCZWVlXNwZqgQ5FL2UlpbGAw88QF1d3SjRx+fzsWbNGlauXMn9998/yoz/o6Rhnk1Wr159ilC1du1a1q5dG//s8/koKSmhtLQ03m+okuIQa9asGSX6FRYWsnTp0jHne+CBB+L9zqSPQCAQCAQCgeDCQQ/FcP/2ENH2wHCjXYaQTjQS5p21v8YT6sDQTp9GeDZITs8cFrjGMhcHIJt+31Wo6mhxS7aAPpjVploldB1kCax2OV7JMDlbpb8jRnZRCt3Nw9dqS7DQ7w6RkZ/E4uWFvP9yI+0n+k6d2jDFJQBDIy5uDR1TLBLuhgE8bQNmquCgmBUOaiiyDDKULJ2AJEmMn+7E4bJTf7CHhCQLx7Z3ABITZqZxeFsL4yYl03S4m+ypKXQc7yNjYhI9rQEK5mTQcsxDLKyjD9p/5c9JpeOol9gbz5Ny5x2oWePwPPorMCBY/mbcj8pWsoDgq6/iffIPJF56CZqm0fviixA201EH3nkH4403yPj+91BzctBjMSRFoefnPyd33TrSv/ZVpKxx6B4P/o0bGdi+HUlVQVFIvv469N5eun78E3M8qxXHrbfS/8wzaCdq8Z+oRVUUAoNim33BAnqffRbJZhstbskyKbfeQv8772KfM5fQjp3DhvKDuaUGBsEdO8x5FAU0Da25Bb25GcJhYrW1oKokXXcdtgl5RNvaiVQfI7DpDRw33kDaffd94HMoODOEwCU4L1myZAlVVVWnCEiFhYWsX7+eVatWUVJSEjeDH0vgOJfU1dWd4gP2QVRVVZ2Szpienk5RUVH8s8vlGlOMGYpQG/KmAlMYev7551mwYHTBiU+zeuLJ865evZo1a9bEzfRLS0tPuZ6TI8xWr15NWVkZPYOldMcyyX/ggQdYt24dtbW1pKenU1tbe4qYdiZ9BAKBQCAQCAQXBnpYo/t3h4m2+IcbZUDT8eX0srviz/giY1QfPAc07h1R0XVQ3LI6HET8w2tTEr+Aqp761XpI3MqZmoIkSbRV96IzOsKpv9MUUsKBGHOuHc/eN5rAkAh4zZO7WwK889QJertGp2hKg2b1CakqC2/OZ0dZIzFNQ1bNKoVDaFGD1mO+URUSFTt01PeCDoqqkJKewPayE1S90YgWMzA0UKyQO83JsW3DRvZH3zN/18KmiJY1wYG3fYCWYx7mLclnX3kT1gQVf08Em7ebeYfWktRZTd+GOpz/9/+gFBah1dZCLIalpJjo7vcJPv+8uVfhMP7XN5pRTQMD8WqEhqaRcvddqLm5dP18NUSjGIaBoSoEtm/H8+ijJC5bBomJuFbeT9LixUQbGzEMg67Va0hYupTgm28iTy5C7+gEDDJX/5zw/v30vfoaUno6SbffTuDPfya0Zw/oOkZwxF4rCtmrf46toABrYSHd6x+HSATrnDlEDhyAxASSrl1GwmWLaPvWt2BIHFMULLNnETp4EAKDwqWq0vvf/w0JCTA4h/2yy7BOnfZBj6DgIyAELsF5yR133HFKBNAQy5cvj4tLPp+PFStWfOoRXCtXrvxI4snatWs/UXSVy+WKi31DP9etW/exxzsXFBcXf2BEm9PpPKWiYWFh4Yea+QNntNdCzBIIBAKBQCC48NEjGj1PHibSODpaSZ3uJHbER/XhHZ+auAVg6BopObn0tbfF24bFLQVsX0a1ZZtrTITYYDZlYprKgNcUr7KLUji6rYOCeS68HQF8HWFSc630tkXixu+Ht3aABIoFSpbl0+8NcnRbF+iMErcSUizMWJRN1aZmkCDYG6O2youiSMQAV24iqk2io8ZcY+70VDwtAVLHDQtcWsj0BNM1Az2m4XMPEA1rpnCkgawASHTW95nCImBNhMjgZbsb/ahWmZoKN1rEwNDB2+0nGowRGdBI6z3O+ANPYU1PJwYQjeJ79DGU2bPj1xHdf8BU6axW1Px8YjU1YLNhuXwxbNoUj6CSHQ6Siovp+s9f4rjuOvr/8heMUMg8LycHLBYG3ngDKSEBa14eiqLQ8atHcSz/MgQCBN95B2Ix9BNmBFX/M88iSTKpX/oSuteL99HHzFTDEQbyQ0h2O1JCAgAt37ofXdNI++Z9SIaBAUROnADDILhrN0qaCyMQIPH668x0R0kieqIW5333Eq05QeDdd02BNBYj4YrLsU+fgXftWkI7dxLauRNZlsgU32c+MaIWpeC8pLi4eEyj+ZMNw8vLyyksLDzv09A8Hs/HXuPy5cvj5vpDlJeXc/vtt5/S/lF8uAQCgUAgEAgEgvMJI6rT88cjhOuGTdRlpxWAWE0vmqLhC3aQkJr26SxIkkCSR4lbptkVIGUjJ/0f7Il5SEhkT0kmNiLwJy03If77vi0txMI6iSk2fB1m6p1ljIgvDDB0iQPvtGKxWgarLA6TOyUVWQFXroOFt0xEtZrHW496Sc4w96m7KYC7YQBkkFTIKUqhqCSTtmpffOkAum6Ynl1WmVB/BC1qoMfMy9N1cOUkEYvoZgaePixuDY0x/7o8piwcZ44VM6jZ4cbQJTI79jD36Drkvj5TtFJVHHfeifO730GrrzdT+lSVlG9+k+S77gTDiPfLeuRhIu9ti0fK2ZYuIesnP0aekI997lz6/vxnM7oqwW62KzJEoziuvx4Uha7VawjX15P+ve/i/c3/mn21wZxJi8W8MKD/pZdo+ca9+DcOVj6MRMa8/QaQ+U8Pmn5emobR14d37TokWcb76/8i8aqrkGQZPRCg75VXkBISsE2ZgpzmxDLnIggE8K1dR+CNN3BcfTVpK++HhASCm7eg5uaQdPVV5roSEkhctGjMNQg+GkLgEpy3lJaWjopSWrNmDQWDlTDAFHNKS0vHjPI6n1i3bh2rVq0a1VZVVcVzzz3Hhg0bqKuro7y8nIqKCtauXYvP52PdunVxr63CwsJ4+l95eTllZWUsWbIEp9PJ+vXrR7WDuW+icqBAIBAIBAKB4ELCiOn0/Oko4RrfcKMs4bxrKo7r8uma4qa86Q/4Il0Ee72nHefsLspgKMQqMS19aFEoCTdgS70Lq9Ua79pZ1x+PxgJoPdw/YhyIRXSObm9HHtS1uptGG+cPT2mQnuvgwFut8VRDSYai4gwW3jaR7IJUdrxQi98bQhuRijg0niPdiqRIqBYJCYnK15o5/G47kRHm9BkTHWa1RtnU8KZemk1hcUZ8rWBGaSmqNOqaxs9wctv/m8PMK3MY6ItwZFs7ssXUrGRFojDDy8VzIqhWq7l3FgvEYlizx5kVAgMBU2TSNPp//3sGNm5CdjiwTJ0Kmobe2Ulg925zUYCankHXv/2M1q9/ncDGjRAKISUlkb7qb7FOmoR10iTSv/89Er9wNbLNRsr119Hxi3+n/623415YrocfxnHDDUh2uzm33Y7zm980L2isqoWqSup3/o7EZddDOEy01RQ3k2++Of5MaJpuRo5t3YoRCEAkgv2i2Uiqiu+PT5F8441E9x9AnTIlns7o37QJ77r1KEVFYBh4H3/C9P6KRkn/21Ukzpo15vMg+GhIxpgmeYIhFixYYJwcJSP49CgtLeXBBx/E6XRSXl7Ohg0bKCkpAaCysnJMn6fziSGx6kzS8AQCgUDw2SBJUqVhGAs+vKfg00K8fwkEf10YmkHPM0cJHeqJt8kpFvRoDOctkznc9B77tryOrhsMeLo/8XyyxYoeHTtqZyzS8vLxtjSBnI9iX4xqzUaSxq6WmJShEOg2o4YS0lTC/hjzl06gp9VP8xEvUxZmcmyHe9Q5udNS6Wrsw5FqQ7HK9DQPi18Wu4Ie09BimOEpOigWGW3QpN6SKBEdOPU7fWq2nd6OEEiQlm2mJyoWCV03uPLuyQR7Y/h9IY6818EltxaQOzWFv/z7/rigJauw4IaJ7CtvIRLUKJjvorXaR8aEZNqqzQg71QJT07qoabExtW0j2d4DpodVKATRKAmLF5vG6zYbGQ/9BN8TTxCrOYE6ZQoxt5v0e7+Brut4H30MZfJkUu/9Bn1PPknseM3gZibCUIXMweir5OXL8b/6KoamIUkShiyDrpNy660MvFmOY+lSfE/9Kb4PicuWMbB5Mxnf+y7q+PFIhoHn908SPnx41H6p+fkk3XgDgb+8SMY//D86H34EIxoFWUZJdpBy510EKysJHTiApOsYAwMk33kn/X/5i7m2BDuEwmCxMO7H/0znQw+bXmJWq+nLNbgn5uaawqEyYQJaRwdZ//JTXLfcctpn6vPM2X4HExFcgvOa1atX8/yg8eCSJUtYu3Zt3P9q7dq157W4BWYqoRC3BAKBQCAQCASCsTF0A8+G6lHilrUwBb0/in2Ki+6/HOXwn9/A4Uw7K+IWMErckqy2UcdU+1BqoSk2SIqKt7UNsKIkLMZiyxlbiBj8Zj0kbgEEvTH0GOx/s5Xmoz60KLhbTMNx5zhz3sKSDG75zlwK52Ti6wyNErfSchJNPywZxk9LAR0y8hNZdPskEl1mKNiQuFUwzxU/T7HIprgFYIC3PUhmfhKyImNo8N4zJ2g84ubYjg5mLB7H4fdaOf6+GwzTOwwZ9BhEYzGmLMzC7lAJD2hEBvS4uDV1loX5B39N1vMPM+/4b5mQE8MIhTDCYYhGsUydStavHyNh0SIIhej56b8QqzkBQKymBuvEifRuKEOWzI3TTpzA88MfmeJWZiYA9kWLIRzG8cUvIikKRCL0v/ACRl8fhEIYfj/WmTPB76fvhReI9fXjuPVWUu++O74XA9u2YZtzEercuQxs20b7Dx4cJW5Zi4pwXLeUWHMzis2O85670Q3DjMwCCIexTp2K97HHCO3cScott5gaoMVCtKkJOTERrFZsM2aaUWOaBkg4brt18DEarLw52A+A9AyQZbSmJohE6Hrkp4SOHj31mfqcExyZ03uWEAKX4LznQjYP/yiVFgUCgUAgEAgEgr8mDN3AW3ac4L7hiCYlOwHH9RNhZgKh2h72dr+Fmuug48Txc7OGSHjU51goaOYEShLJmeMwtBgYEmrCtajW7FF9FYs0/I1aZ0wy8kwvq/xZabjy7PQMphL6Os15DQMOvt1K3b7R4p2sSFz9lWlMXZiNLcGCc1wiYKYibnu2jgFPbLivOpxJWDDPxeSL00eNhQQ+dxB9MBpKj0HnicCg55ZEwZxMplyciWqTCfs103cL2LuxlcNb27E7VNqqe8mfk0p6pgyGTrrajzPcSepdd5Lc20hk504Ih5Htdmxz5xI9fpzO73zHjOBSFNOTymKJLymyfz+JV15JtLPDrCo4UjQcMPcoYeZMFFca1uxxGKEQCdddh2S14rjj9uFxKirMc6NRCIeJNTaSUDyftO99F2w27HPnEt63n45v3Evfiy8Ne3IpClitpN53L/4dO5GsVryPP073L39FrK0NJS2NrEcexnnXnQSPHsO+eDHOv/s2SmaGWQExFiO0fTtKRgaSJBHevTu+JvfPfoZ/g2kfQziM61vfJOmyy0yvL7vdvD5NQ7LZzM/RKJo2LIx+3oloEZ459gw3/fmmsz62qKIoEAgEAoFAIBAIBIJPFUM38P65hoGqERURJbDNduF58jDB/j56cnuo8+yFT7GGUmJaOgNeM5qs391JdtFUsqfdQk+nHXfdYMSJAmigRQ0sdhlrokLAM7oKX1qemSLY3RzAkWGjfu+Ii5BAsULWpBTqq7qprxotbmVMdODvCXJ8dweH32tn1pU5ZOQnmUFlBhhDWogCNptK7vRU6qt6KJifTmddP9bEk+JYDJg0L43U9CQqXm8aJcZ5OwJ01PSjGwbzr5vAnlca4z5hQ/gGo8H0rm563Arj3TvJMTLxW63YsrPpt9ni6XfWSy8htG07qCqhikpTwZNlIjt3jbh+CesllxDp7ia0efOgEf0dBF57HSMWI/Wb99G7bj2GYTB+7Vr827ahpKVhzcggGAigKOqwUKWqpglYJIJ98SI0Xcf9gwdJuP46JEVB7+/nZCx5eUTdbgiH6X/tdfD7TYHQMMBmQ9N0sv7pQawFBfT8x3+C309o+3ZClZXmNV58MZFdu5AnTCB6/Di2RZcR3n8g7u0VqqwgtH2HOZnNRqSzE33IGioUwvX974FhEHV3019WBpEIAzt24LjoolPW+nkipsd4pfYVfrP/N7QH2s/JHMKD60MQHhACgUAgEHy+ER5c5x/i/Usg+HxjGAa+F08Q2N0x3JigmAKOLCFf7ODtP6+nO9hOLBRESUpCG0oZ+xRIzhxHv7sTyCJ3zv14msdIpRr0w/oopGRZ6euKgAR5M1Poc0fo6wqd0k+xSEy8KJ2Wox4iQR3VJgESsbAen3dIhJp26Tiqd3Wix6D4xgnse6MZXQNbkkI4MBwVJMlgtatoUZ1YVCd7SjKKLNPZ1IselbDaVYqKMzi81RQenDl2Ar4Ic64Zj6ctQJK/g7T1f48ns5jM/iModjuub3wD75NP4vzaV/H8z29GeEyZvlhYLDiWXIvjq1/Fs3oNkf37kbOz0Ts6OAVFwfnt/0vfH5/CccMy+p5+BoDUe+6m9+lncN5zN/1vvU3anXegZGfT+fAjSBJk/fjHgETnQw8hWa0k33hD/NyTkWw2Eq+8gkD5m5CYaHppWSxYCyYR2X+AhOuvJ7h5MxgGistF1g//CcvEiXg2lOF/7jlTTIvF4j/llBTsc+YwsH07ssNB2re+Sc+vHgXDMH3GmprMtMWh+cdloV5+OXJ7B+H3d5v+YjYbsqqS9/vfkzT782k0rxs6G+s38pv9v6Gxr3HUsUPfOCQ8uAQCgUAgEAgEAoFAcOFhGAa+l2tHi1sSJN4wgfRvzEK5zvn/s/fe4VGc5/r/Z8p29S46olfRTXHBpsdxbCfGNjjdsUniOMk3v5OQnNQTnxQnOTmpJwHsuMXG2LgXEMgYML0IREdCAhXUy0ravjPz/v6Y1UpCwtgx2CSZz3XpQjs7M+87BZi9937uB2mYkxv/42skZpid/T5McUux2elobEO2T8KWvIyWqiCJGY7eK74PcUu1mx+72xti2V8Cqo+39xK3krIcIJnOsPKiJgaMScOZoJKa60FRJfKmZqDEhC0Js9SwZE+DWWoInHinBkMHZ5LaQ9yyuWSEBFpUQ9NMkayutIPzp9vIGpSMoQkioSgnd9cSi8TCWxtiwJhUwj6Ns4da0OtqsLndZHecIH3FCiTZLCk02tqwDxhA5n8/hGfJEtx33RkPhEdR8BVswvf3vxM5ehT7yJEYdXXIAwf2PEGyDLpOpKQU2W7HOWkSrkWLQFEINzSCw4H74x8n9e67UHNzaf79H0i+7VZQVKI1tdiHDiFjxf3IdjuuadOQkhJ7XwSbDWw2/AeLcC9aSPIXv4Dr+utBixI5cpTke5bjGDnCdHFJEp7Fi2n87f+iVVYS2LQpdiFjJ9/hIGn5cpI//3kCR4+S9o2vM+Cxv2Hr1w8lNRXXooVoZ87guP46sxQy1q1R1DcQfeFFwrt2gaaD3U7q/feR/ZMf4xo75r3fUP8kCCF4q+ItPvXqp/juO9/tIW6lOdP49rRvX/YxrRJFCwsLCwsLCwsLCwsLiyuOEIK2N87i331BeZIEgZfOUT2shR37nsfQNJJycmitrvrw5yjlYEu4DlnNiofJdzSZLhxJ6VYeeAGuFIWg13wzY5CHpsouUc4Q766GORIUwj6d9oZwfFtZhapTTbg8ThrP+ZAUqC1pY+7yUXS0hNE1nYMbqtA1Qc6IROpKOwh1mOOHOrryuZAhGjTIGOyh5bwfhJnvZRgCxSYxYkYmNafbTJFMwQzzirnEKg43Ypd1+tfsJKvkeSSXC6GqaPV1GJEozlkzyZAlhICmX/wSSdPI/NGPCG3YiBGJkHjvvXQ8+ii+d3bgnj2bzD/8nuYf/ADHtdfS/JP/MjOp6Cr588ydS/L8edT95L8Qmga6TmjzZgBa//gngnt2I7k9pH/pXlqfeBI0jZbf/56WP/0JOTUVNSWZ+m9/p6t8EVCzs0i45Ra8z65DSBLJixfTtnYtFJhOLcnlQjgcaJqG/9G/xW4CgW/DBtK/+AUSFi0iI6rR8ENz3uGtW0n+4hdRFYXmRx81yxsNgffFF2l/9TUSP3EL4fKzIAThLW+bc5EkpLFjESdOIE2dit1uR9M09BMn8D75FJIQ2IcOxT3uX8PBJYRgZ81O/nToTxxv7tmtMtGeyBfGfYF7xtyD2+bmc3zuso5tCVwWFhYWFhYWFhYWFhYWVxQhBG0bz+Hbcb5roUfFMS6VZrmOY28WUFF+lAHj86k+Vkxj2ZmPZp7KLByebIZOTefsgRaEItBjRivVphAVOhhg80DUD4oN9ChxcQugqdJPUqad9kZTwMkakkDdGV9XEvwFhH06il0GQ9BUZQpjsiKRNSiZ86e8SDJMWTyQ49tqaW8KcrjwvBkYH9tfXWlXzpTqktCCAtUhoUVE3GnWVO1HVWQG5SczZGIGDRUd5AxNov5s17YZ/d1kD0lC1w1O7axnUOkrZLSeItFXjSTLuG/9BP7X36Dj2XUgy/hffZWODRsRQiA6OhC6Tri6Ctfs2fg3biRSVAShEGpWFoEdO2j8z/8ksP0dfFu3meKWouBZuhT/668jJyTgGj4M/86dCJ8P16KFBN/eim3UKKKnTxPcuRPXtXMInjhpHrai4LruWgKFb4GmYTQ3E2nsalYAkHTbbeT++EeEz56l48WXMAwDXRigqtinTiVSXEzC7bfR8cxa/OueM7dZtgzXlMlISDT++td45szBqK+DSJRwYSEAbX/9q1mqaLOBELT+9a9xsa6jszxSVUn+8pfj64pTp8z769gxwpIEoRCSx4N9zBjCu3cTKiv7lxC49tft50+H/kRRQ1GP5W7VzafHfprPjfscSfakKza+VaJoYWFhYWFhYWFhYWFhccUQQtC+qQLftur4MjnZDoYgvL+RkwWFVLQfQ7U7OH/y2OUbWFbez8rIzsXYHf3QIlC6uxktKnCndHlCoiFT3HIkmuIWmOKWJEPuiARsjq6P153iFkBd2cXFrU5Sc1zomgABKTkOBoxOoabUC8C0mweTN9F0lO1/s5JoSEeP9txhQrodAC1oLs8cnEDu8G6lejpoEQNFVdn9YjknttexbW0ppQcaGJKfSmquk6bKAMe311G2t4686g0MqSoka9YYJLsdDINgwSaSPnELuFx4Fi3Cu2EjeiSCbfRo06mkquhNzfg3bgQgvHs3SBJaZSXqiBEEd+6CQADHpPzYnHQQhumCkiUi587R+vgT4PEQ3rkLVJXosWOkfuXLpHz6HqLnKkj/3GdpeexxHFOnENhYgG3ECHNfRjeXnCRBQgKe664Fh1leOmDNatK+8Hl8z66DaJTI3r1kfHkF7smTzW0cDqSEBGzZ2SQtWYJWW4MQgvDZsyR+9rPY8/Oxf/KTXfliQOqXV5C0fLlZuuhy4Zg1Kz4FdehQ0u/7Eu7588wpZWaab2gahEzFVESj5jkCojU1736DXOUcbTzK/Zvu54sFX+whbjkUB58b+zk2fGoDD05+8IqKW2AJXBYWFhYWFhYWFhYWFhZXkI63Kul4u6vcUElzkPX/TSHlljwMm6BD8zJ76acZPHkqQr9IDeC7INnsfb9h9L0vd3pG733YZ2JzjjHLEqWu5b7GWLlft2XhCxvzSdBY6ScavaAUUY6FwfdRoSirEkps2pmDPHHnliNBoaMpzLniVoQO/UYlM2hcOukDEhg2NRMMyJucxtjrclCdcnz8SFAjb3I6yJCa66Kp0k9tzNk1OD+VQROTQYJzRxvJm5KJYpPQdYGh65w/3U5rbYgRg6KMPfcsE4/+icE1b5OyfBnJC+aDpuFZspjM7303Ll4F9+7FNWYMst1OuLg4Ng8J32uvxTOnADPTCtDOnkUZM9o8xilTwW4evGjvIOc3v2bQY4/hGDoUQ5KwDx+O4fNhGz4MhEBvbKR9YwHJS+/AMAyE10vg7a0ARE+e7DqnHg+Jt90GQpD0iVto/NWvaVqzhsoVXyZcXo4QAtxuUwATgqiuIwxB0vLlZP30pyBJNP/ud9T97Gc0/e/vcE2bSuNv/5f6rz1IpLiYyIsvmuKWEKR94xvYBgyg47XXkG0q6StWED5xIi6oaaWlnP/KVwgVH8Gen4/w+5EG9O8S4lSVluEx0cvpIOHaa3vfJP8EnG45zYNbHmT5m8vZXbs7vlyVVe4adRdvfvJN/mP6f5DmTPtQ5mMJXBYWFhYWFhYWFhYWFhZXhPa3K2kvrIy/ljMcuKZkgSxR6T/FlvNraQ3VUlNeytmD+/+hMUQ00ufyQZOm97k80NzU7VUGkmMRNteMeOZWp9sqd2Qig8YlIylg93RTuGKfolP7x0QaPZbNZQCSGSo/9rocVJuMJF3sI7dgysJBONwq7S0hpn98MJlDEgj7dHTNFL1Uh0zN6Tbe/PNRDm+uovxQE3anQubAJM4dae4SzoTpzqo66UWWobUuyMgZWfGRKopbqTzSBgL0CJzeVWc6wHQYNC4dRdaZMtPNwNf+i9z6A+RMGoIUCtHx5gaQJJKX3U1g/wG0mhr0SBQMA6O9neDOnSgDB3SJNtGomZ2VmIg6cYK5zO3GPnEiaBraPvP6Rg4eJOn++8xrsXMnzrw8ZFnGOWYMyUsWEykuBlkmevQYCR9bQsemzYhQCO8TT9K65hFzv926EwKgqvT/3f+S9plPo6Sn4Zo0GSMYpHnNIxAMUvejH9Py+z+QeOut4HSC5ZodTQABAABJREFUJNH211U0rFxJ+zPPoNXWkHbvF819xa6Zf/ceEm6cS7ikBOesWeByoY4YAYaB1tBAw08fQnR0gCFQ+uWaZYpOB8rw4eYUDxZhHzrUPB6fD1F9Pi74CU0j6cR5iq7L4TdfTKUy9/24DT96ytvK+fa2b3PHa3ewtWprfLksydw+/HZev/11fjDzB2S5sy66jyuBlcFlYWFhYWFhYWFhYWFhcdnp2FZNe0FX5zQkcAxLwVdYRfWpY7x94EkiwQAA5w7sufzjtzRe9D1b4hC0QC2ycwE2e26P9zpztWpLuqxaEV9XSeDImZmU7Gqk9XzEdHYJzPJCzN+Hz8jE3xZBC/e0bvUflYzqknEl2Dm1ox6Aa+8cTntzEL83TOM5H3lT0hEC6s+2M2hcGueONpE7PJH9G8rJGpxEfXk7BwvOMWpmLmcPN5M1xEnd2fZO3QRJgQEjUnEk2FAdcs85xObaaWyTZKg5UseIytcYnJpDWySCCAYJbt9O0l13ISSJxp//whT+wmFaHv2bKSxFo6YLCogeORp3bKkjR5J27xeRZBnb4MF4X3wJ3esl+Pbb3eYgEdq9GznZLFWzjxuLv7SU1v/5LQP++hccE/Ph6WdM0UxVSfzMZ5FTUmh/5VWUgQPRT5zo83q658/DPWcOkiQx6JFH0GPh7gBG97JAIZA8HhxTJhPauct0kkUitD7+BIMefQT7wIEYuo5vwwZSP/dZWp94EhGJYAMIBlHz8tAqK/Ft3BjP4cr4wfdRZBkiYRwjR3Y52sJhQrt2mb8PHYpz+HBCmzejyRIvX6dSlyLYPrqBJXk3MzJlZJ/HdbVx3neevxz+C6+Vv9arecKSIUv46qSvMiR5yEczOSyBy+IyUl5ezvr165kyZQpFRUXcf//9pKSkXJZ18/LyrtzEryD/zHO3sLCwsLCwsLCw+EfpeOc8bRvOdi1QJJI/P5oOqYVgq0ZBwV+v+BxaK89d5B0JQ5+Fza0gKZm93tWjPV8rqkRWXgJ1ZR0oqkRSmqvrzT6ytTrFq27DMf6Gfpw50EjIF2X0HNPVcrjQDNyPhrpKKe0uhVM7G8ibkk55UROKKlF+qAWA2pJ2AAwNSvbVk5bjoaaknf6jkzlf0oYQBllDkqg+2Ur1yVbGXZ9Lyb6Grv1fMFehG/Q78yZDxtlpe/pp7DOvIbJnL+g67a+8AsEg2Gwk3nEHvg0bEF6v6UBSVVPcARLvvhvbhPG0/XUVwuul8acPmWWmcsy5FjAFTFTVFJyiUXA4kFNSwG4nsnsPjYcOI7tdGIbAX3TQXD8vD8rLaX/yCfwbzLLISKdw1Em3eQTe2UHwxElkWcIwDNpeeglhs5H6+c8TOX06Xlrpf+010r70JVoefxwSEnBMnEB4126c11xDuLwc+9Ch1Hz1AbL+83voNTXIkoSuRQnFsrJCBQUAOObeQLBgk7ms+AhJt92Kc+ZMUzSLlUACXZldZ88SrDTF3i2TZV6b7eDe/C/hai5lw7kNzB0wl48N+1jvm+kqoTHQyKojq3ih9AU0Q+vx3o0Db+SBSQ8wKm3URzS7LiyBy+KysXTpUg4eNP9BmjZtGvfddx/PP//8B1q3qKjon1okKioqwuv1MmXKlI96KhYWFhYWFhYWFhYfCr5dNbS9Ud61QJHAIVG6dzu7t76AJyX5ygwsKxfN3eq53kBUe05XSeK74ExSCLXruBIczPtsf3a9WIYRK8kbNDGZyuNtEBvSnWoj0NpTHUtMd+BvCzN8eiYIwbFttdSVmUJVNKIjKZAx2ENThZnBdba4GcUhmXlRmJrU2OtycCaqFL3ZLaRfEdSf7SBjkJvzp83yQ0MTNJTHXGcK+NtDTJzXH19rgPOn2/A1R0nIsDN8WgbHNp5j3IwkRkweh+OaGfgLC4kUH0FyuUi47VY6Xn7FFGkiETpefBHnlCldbqRO8cbpRG9tpeO/fgrhMPKgQYiGhvgc7bNmISckED5/HnHihNl10OEg8ZOfpGPt2q5jsdvJ+t73aHvpxXg3QyorwWZD93p7XRPbkCFkfOXLqHl5+HfuInjiBMFNm/C++AL+jQUYfj8iHMaRn0/bk09itLXhnD2b0IEDCJ8PraEeyWYj+eM34336GbDZCBYUECwoIHHZMoxolI4tWwhsLCBp2TJT7AtHuoQrScKWnkHI40FoGr43Xqf91VfB54sdkIxz3jxC27eT/KV7afvb3xCRCO2qzo5J8MQ8A6cMjx5/FDUmyYhLdSH4iGgNtfK3Y39j7am1hPWeZaGz+83mwckPMj5j/Ec0u95YApfFZaGoqIi0tK7guJSUFApjbVQ/yLqrVq1i1apVl3eyHyJ33HEHK1as+Kc+hvfL+vXrSUlJYf78+e9p/aKiIg4cOEBeXl5czOxr26Kiovh90tzczIoVK+LC58qVK7nrrrvIy8u7qBPQwsLCwsLCwsLiyuPbU4v31bKeC3WBETE4VPA6oUgboY42nMmphNpaL+/gFxG3FLsDPRLGnZ5HwKuguBZfVNxKzLLT0RAhKctBe0OYULuO6pAoLzJzu2Z8YjD73zCdON76EBn9PTRV+knt56a1JtBjX7IqkT7QTUdzmC1PnsLXYgoE3rpQbL6QkOYwxa1Y+WDYZx5D9alW0ge5aa4McGJnHf1H9hQFw7GSyaAviqyCEY0dvi7i+z53uJVzh7ufY4GvKUJ45y4mH1hLZnQwbaWl2PfvM51V0SgC6Hj1VXA4cEyaRLioCEIhQvv2mbuIhcPjdJJw/XX4Yu4qFAWjMpa1FnNvRXbvpgeaBg4Hzvx8Ol54ASIR1GuuIXnWLATQ9uw6cDhwzZ2LVldHtLiY0O6epavOObPxTJ1Kws03Ezl9GlmWiBw+jOR20f76G2ZnxnAYFIVwcTEJy5bhe+klQkVFppPKbsdXWEjO976Le8ECos0tBLZvNwVFXafj1VeRgEDsuFyT8nFNmkTgUBGGYeBf9xzq+HG0P/88OBy4b5xLuOgQifPmmaKdooCuE9q5E8JhSl2tPPoZN4sH384zpc9SkS2BJDEsaRjHvccZnzqeseljWTR4UZ/340eFL+LjyRNP8uSJJ/F3tgyNMSVrCg9OfpBpOdM+otldHEvgsrgslJeX9xIW0tLS+nRfvdd1V65cycqVK6/UlD80Oo/j4Ycf/qincsUpLCx8V+fehZSXl7Ny5Uo2b94cX7Z06VLy8vJ63Avr169n8+bNPYTC7ue0qKiIX/3qV32OkZeXR1lZWZ/vWVhYWFhYWFhYXD78++rwvnwm/lpJd6L7TUdTc24jbeXN8fcuu7j1LugRU1gKdAzHmdS32yRjkJumygAdDWZg/fBpmZQdbqStJowWNkWj8qKmuNAF0F4fBsx9XyhugZn35ExQu63bxZBJqUiyTNXJZoZPzURxwumdXZlhelTgcMU+rhtw/lRbr/07E2T8LVEUm4Rql3ClqPH59zYECYgGGTncxqjECO2+aiJH2zE0jeDOnXiWLEZKScW3di3oBo78MYR37Ta7AsZyqtTx45EVxSwVdDiwjRiJGwjt3IURDoOuY5s4keixY+Y2um4KZwB2O86pUwjt2YtWVxvP7dKOHKH5wAGyfv5zXLNmEjx6DK20lGh5+YUHAEBo/wFCO3ehNTfje3MDelsbycvupv2NN0n7/OdxzZqF97HH8G/bBqEQjuxs/DYbwucDIZCTk0levhxDN2h59FH8GzbE5ye5XKTe+0Vcs2bR9tLLSLKEAJp+9jOMtjakBI8556PHOi8wgY0FJHxsCUpGOgDKmDHox45RM2cYryeUs9fxBiJLYun4SdQFXgE9jIxMibcEgGOtxzjWeoxp/aaxZOiSPo/5wySoBVl7ai1/O/Y32sI977kxaWP4+pSvM6ffnPfkfvwosAQui8tCS0tLn8u9fVhK3+u6RUVF/7Slid3Jy8ujqKjoo57GFaW8vJyHH36YqVOn9nDnXYpVq1axYsWKHstWrFjBypUr4yKZ1+tl5cqVPUSq9evXs379+rjAlZeXx+bNm0lLS+shnhYWFjJt2tX3zYKFhYWFhYWFxb8a/oP1tL5UGn8tuVQSb8uDjiinj+1i6xt/+whnBygTsbvG9lqcOyIRZ4KNymPmZxRJBmFAS02AjoZwr/XfD0JAe0xwGjo5jaA/Sl0suP7c4VYyBnrQglB1upnhU7PNjSQYd10up/bUUXO6Pe7s6otwwCyVTEhz0FYfiotb/Uen4ElVKdltinG5mRGShJdso4bBH5vH+a8+hHvxIhJvmochDJof+m/SvvhFAjt34gPQNFPckmXTDeVyYRsxwhSuAHt+Ps5xY2n9wx/AZiPlyyvQm5rwbSwg+wffJ7RnD86ZMwnu2k3zqr9CMAS6Rqj4CDgcqDk58c6L7uuvJ2n+PNoLCwnu2Gl2T2y7QMyz2SAaRXK58Nx6K75165DSM0j87GcwGptwTMxHenMDbU8+iSSBv6AAbDbSvvF1Uu/9IgJB8MRJgjt2kPT5z9GyarUZOu90xo9Nr6oi5bOfwfvEkwgh8D37LMgyHa+8agp1CQmk3HsvoVMnCRYWgm6AomCfNg3fmxvA5UK4XYQrymlYPIlv5R9FUe1IukGECG9VvAU6jE8ZT2lbKRERYcHABaQ6UslyZ7Fw0MIPdK99UCJ6hPUl61lzdA1NwaYe7w1LHsYDkx9g/qD5V62w1YklcFlcFtLS0noJVBcTst7LuuvXr2fp0qWXc4ofKUuXLmX16tXcf//9H/VUrgh5eXlxd9X7caqtX7++l8A1bdo0FixYEH/9i1/8gjvuuKPHOnfccUePXLOpU6detCTSyj+zsLCwsLCwsLiyBA410Lq+pEuIsckIWeB9+iSarnGstu84kg8NNR+750bkzuDzbtSVdyAuqGyUFKg60YqsKriSTJdUdxIzbXQ0R6FnE7mu7WMiWUKKnZqSNmQFhk7MoKMlZApcCtidCk1VZulXUrqbzMGJZA5up7HCjyfFwQ3LR3LuSBPlRc1kDPYgq4KGsgCpA5x0NETQIgadTeza6kN40mz4W6JkDHRz/pSX3JGJgECOhui/4Xck+apBkmgLViOFwwQ2FhDet5+EJYsx/H4CO3fS+uRToKrIk/IxDhwESSL5nuUomZm0/O73qOPHoZ04SeTkSfTaGhz5+YSLi/H+5a9gGDhnzcS3Ywftjz9BVm4ubc8/T9qKFbS/+SZaSSmEgmAI2l99DSIRUFVCu3ehpKYSiAW2dwpfADiduOfMQfP7iOzZizB0PFMmo6oK3iefBK8XJIn2N94gYc5sggcOIgxhus7CYWz9+tH8q1/R2tmVMSEBRZLN8Hww3WVCED1yBCnBQ6ikBMPrRWs0BR73okVgGAQ2b8Y5ZQqta9ZAIIDk8SCiUQiHiRw0z5MmC166RnDT3jB/zD3ONTmz2d2wmwmpEzjaepS3at4C4Jj3WPzwtlRtIcGWgMPm4IbBNzA6bfSl7+XLjGZovFb2Gn8p/gu1/toe7w1IGMBXJ32Vjw39GIqsfOhz+0fo/TfcwuIf4GJOq77Ehfey7ubNm7nzzjsvz+SuAu688873XLb374LX66W8vLyX46vTgVUesyWvXr2a6dOn99q++33Ul3D4rywoWlhYWFhYWFhcLQSKG2l57nRc3JITbchulcCICG9VPc1b556kyV/97ju5DEh9fAD3ZE1Ddi7uIW7JF1g8LjSkCAOEDnpEoIV0Qh1Rhk5OR3V2rdjR2Fvcyh2RZLqtYvsA8LWYjipDhy1PlbB/QyWZQxJAQMQfU9UkaKzysfXJEhor/AydnM6hTZXseuEM7iQHNqdMe0OI1togA8akMnRiBqpdZkh+ao/xzVJFmaZqs1SytqSN3LodTDr+JxL955EHDgRFMbshGgaoKq6FC2h78SWw29AMA6O93czJavUCoI4di2/zZoQws6+04ydMoSgSwTl1Kunf+25XJ8PEREI7d+H9wx8x2tvxHTyIbcgQWh5/As/ChUg52WCYN0l41y7T/XT9dRjtHXQ8+2zfF9UwCLz1FtHTJTjy80m+7z4af/Zz2gs2kf75z4HHDS4n7lkz8W3YSOLCBbR15mC5XLS98gqtTz+DfcIEABJvuQUlN8d0hIHpUIvdF85rrzNzt4RACIP0//dNgrt3E4i5wUK7dpkdIRUF1/XXITud5j5UBeFxs2Y+vDRd8Mu7FMqyDQYkDmBWzixKW0tRMO/N8Wk9y2N1dBYPXsx/TP0PRqaM7PscXCEMYbDx7EZuf+V2frTrRz3ErSx3Fj+c+UNevf1Vbhl2yz+NuAWWg8viMjFlypQeLqzy8vIejppOISMlJeWS64JZWnapsPDVq1f3cIKtW7eONWvWfCiOnfXr19PS0sLmzZt5/vnn468PHjzIypUre4l4KSkpHDhw4IrP65+JznvgYte5M5PN6/WSl5fH6tWre4hhF7q6ulNUVGSVJlpYWFhYWFhYXGECRxtpWXeqy7klQcK8gfjldjb++X+IhgJkDRsJZQ3vup/LgegVMJ+NFrkOu6ungmVoXQ4rgJEzswi0R6g84gVMAczQiP0uoUcFlcebGT0zl+Pba3En2wi09XR0AbS3+nuUEsoqKKqCosokZjpoPOsDAxrP+Rh7XU5nMz7cyXYOvF4Z386VoBINGWQNSebY1hrGXZ/DuSMtjL1uIIc2VVJ9shXVLuNKtPUYf8ikVOrOdKBrsQMTkNpcQor3nHncVVWogwahd3TgGDuW0M6d+Na/YIpTQNuf/gyKguRykfSxJbQ98ijamTOg67T+/vfmPlXVrLu02fBvLMA5ahTuBfNNYaizrFBVcV4zA9+LL5kuLUky9w0458wxw+qjUdA0IlvevvgFVRSIRHAvXowE+DduJFxaCoEAKZ++B/ecOTSveQQ0jcCWt8HpwD5xIskZGbQ89jjOceMI7dyF69o5pD34ILX33Y978iQaHvpviEax5+cTrayESATJ7SbxxhsJbt8Ouo7v2XUk/PpXZP/g+9T/98/I+s/vET1fQ8uqVRAKEdhYAPfdTXOolT8r7zAhezJvsxtZUqjKVrgmazoFFQV0aB3x7og2ycaNA2/kRMsJDAySlWTa9XZkWeb3Rb9naMrQD8XBJYRgW/U2/nToT5xuPd3jvVRHKl+a8CXuHHUnTtV5xedyJbAErg+B6u++81FP4T0z4JfX/cPbrlmzhl/96ldMmTKFoqIi1qxZE39v5cqVLFiwIO6oebd13wtLly5l+vTpfOc734nv/8PM7GppaeH+++9n5cqVLF26ND7/FStWsGDBgj7n8X6yqa40S5cu7TMf7WKsWrXqsp/b9zJ+p4urvLy8hxtr5cqV8WvQF4WFhfF7w8LCwsLCwsLC4vITONpIy9pTPZ1Mdpn2N87SMT2KQKDY7bRUV/zjg8jKRTsjIstgGKQMHIy3qnMMCZBBykR239ErL8ieCJGOLnFLUiAp1UXJni4BrlPcApBkgayAHoG2pgBI9BK37B6ZiN/A39RzngPHpjJ8ag4Iwba1PYUEZ4KCtz5M1clmrl06nLHX5xBoC3Gu2EvDuQ5Uh0RdWbs5HwGzPzUCXYuihQ1Scp14a0Oc3t2ApBAvr6w41srIMQ5OH42STTWpJzaR1diVAyxnZ6NVVuK6dg7BzpB0rdvBGob5k5SE99G/kXz77bS/+SYiEoFIBMesWYRjXRHV6dPQ9h+g+ZFHkVTVLAmUu0r/wkeP4bj+esKFhaYgBqgjRpDywAPUHThgKnuiZ7CYOnwYtn79cS1aRHD7NoI7duLMzye8bx+610vy8uU4JuVj1NbSuu45cyNdN0U0ALud5l8+jBACKRolcuoUOBxESkoJ79lD1o9+iH3IEIQsm8uLi1HGj0c/eZLkB76Kc9gw1MRE3PPm4XvjDexDhiBJEjk//AGehQtpevhhcLlwz51LdSaskgq491UvHZ+UWCvtwa44iOrmfX+s5Rg3D76Z58qeo7+rP+1aO7NzZvPCmReYN2Aem6s306a3MTt7NoVVhXx72rcZlTqKK83e2r384dAfONJ4pMfyRFsinxv3OT499tN4bJ4rPo8riSVwWVw2pkyZEndPXejIurA8793W9Xq97+reWr16NUVFRT32OX36dPLy8i7p+rocFBYWMn/+fLxeL16vl7vuuis+bllZ2UWFoJSUlEse2wdh/fr1cSHoUmP8s5RLXkwEu+uuu5g3b16fAtf69ev/JZoTWFhYWFhYWFhcrQSONtHyTDfnlkPGs3Ag/rJ6xPEgFQV7kSUJXZLQIr3dTu+V1JxcWmt6ljdKNjsiGolnNbXVnu/2roziWojqGI3qlNAvyIiPdPR8nTM0keK3q0GArEgYukCSITHDTntjhEFj03El2ji1q47qE727GDoSZcIdBg6PRNgvkFVI7eciEtQYkp/O3lfKyB6ajBYW2JwKwhBoUYOigvNxYXD72jPoUREPD2qqCpA5OIFx1+dScayFnKFJ7Hi+hJRcNwDe2hDuFBsBbxRXskqwLSZS6eBZ+0vGSUlkdpxADoXM5aqKOno02vHjZubV8RMoWVnoFwa5Z2ZCYyOi2ex02fbSS2T95CdotbW0PrKGxE/cgggEiBQXo+3Za16LaJSUL91L619XdeVayTKivZ3wtm09dq+VltL4H/9hhtb3gXamDK2sHMeggQR3muWAoV27UCdOgFAIXRg0/uznZH3/+yTcOBfvM2uxz5hBZM8e7NdcQ2TfPpI/8xkkWcL79NMkzF9A2xtvkLBgPk2/+z1KaioDH1lD7g9/QP1DD2FoGnosNN+7ajWJ112Ha9pU2jduRDYMwmfP0vSLX6KHw7g3FxLYuBHnnNn4N21CcRgM+upk/vSpMBWZ5nmenD6ZwQmDebn8ZQJaAG/Ui4LC+eB58jPy2VS1iUWDFrG5sqt7fIIjAWEIhiQPuaLh7cWNxfyx6I/srdvbY7lLdXHPmHv4/LjPk+xIvmLjf5hYApfFVUdnadrFWLlyJd/73vd6LNu8efNFQ8a77/e9cmE3vu50jlNYaIZldi+Ve7d55+XlUV5efsVKKO+44w6GDRv2T5c79W6iX+f5vPC8TpkyJZ7hdeF7v/jFL3jrrbeuyFwtLCwsLCwsLP7dCR5rMp1b3Q04moH/rWpYkEhrWz0n9+1DUVT0i4gZ75ULxS3AFLe6v467kGwozvmojtFIUm9xS7FL6JGerqHaMx1kDPbQVOGn84CE0dX58Ozh5r4nFutsGO4wVapIWKDYJDKHeKgr9QHwztozjL22H8e31ZA7MonRs3KoK2vj5I76+Lkbc202Jftj7rGY4JWS46Cx0sfO58vRozqVx5sxdKg93SVIBbxRkCES0vAkgr8DJs1wMWTCx/D+4Q/YZ80isns3tokTiR45ghYTchwzphM5dBi9tLSniyorCxouKCMNBvFt2UJg61YIh2n68U/ibin3XXcitbXjLyhAb2gwywkBbDacc+cS2r4dnE4cY8YQbWzEOHMGAL2m5oLzKJmdDGMli85Zs/Bu2Gi+dthB09GOHAWHHd9aM6er/ic/AcNAcjiIHDuG5HKR/MnbaT51ikhDPYENG0n9wufxPv0MiiyTfPvtuCZNInq+Bl3XMYQwz39CAvYxYxCAe8Z0Wv72GP4NG0hYsoTA3j1IgBGJIPx+2jZvxCZJvDNW0H/WXfxv07NU2I5w5+y7yJcknit9jr0NeznUeAgkcMgONlVuwqN4yM/M52ODP0ZpaynbqrehY1ruBrgHsKlyEwsHLmRH1Q5GpoxEUS5v1tXpltP86dCf2Fq9tcdym2zjzlF38qUJXyLDlXFZx/yosQSuD4EPUvb370in06kvioqK8Hq9vfKXDhw40KsbX3fKy8tZuXLle55D9/LHi/FeRLXuXEn3Vif/TM6lzrm2tLT0OC+d1767I+9SOV3dty0qKvpQnHwWFhYWFhYWFv9uBI810fzMqXhYeBxFIhoKse2Rp2gN12FEoziS3ESDgcs7AUkiKSuH9vraC97IRvXMQ7FlX9QJc6G41UlaP1dM4OqNw60QDvRRIhnbVcZAN+3NIYZNyeTkjnrqzvjiq8iqhM0lIwTUlrTTeM6HpnXVcyqqRL/hKeQMS6HyWAtlBxuZMLc/I6/J5rU/FBMN62YppQAMyB2ZiBYWNFb4SM11kT+/P3vWlzH6wB9h/CxS/16AcudS5ORkIvv3AxA9cgRl+HD0c+dACMK7dmOfOZPInj1d4taA/lDdzQWnqiiTJ6EXHTID1gHn7FkIILzLLFGU2zvI/c2v8Y4bS9PjT5iljooC0SihTZtAUXBcdx3hzV1upR5IEthsJHzydvxvvGmWFdpshE6fxjV6NMGiIjMPTICw28n80Y/oeO01M+hd1yEcRrhcoEURoTDhqiqMgD8uggEM+Mv/IYQgWmGWrzb//vc0//WvZpdIm42EWDB9wpLFZkaYYZCwZAmuuTcQ3LsXdfBg6r/6CQ6/tY6pp3QOX5/DqrS9LBqSRq3DBUaETHcmjx5/NJ6zFRGmAPjVMV/FG/EyPmM8vyn6DSdbT6KjYxgGEhICwfnAeVRJZVPVJjZVbUKWZe6deG/f5+t9cq7tHH8+/Gc2ntvYY7kiKdw2/DZWTFxBbkLuZRnrasMSuCyuOtLS0i7qtuoMar9QyCkqKnpXsSkvL++yl+UVFhZy1113vef1++oY+FFxNWRwpaSkxEPku9MpeHV3b13M1XfhsvfSnMDCwsLCwsLCwuL906e4JZs/zf2bObDjFbyRmAtIkgm2ey/7HGRF6UPcAtlzI6o9533tS1LM2KiO5shF1+kubik2M3C+O01VAfKmZNBabwp52XkeXAl2qk61ooUEhwqq424vLWKgqKB3alySYNszJUiyhKLKXHPrUCYvHERjVQeTFwzCmaRQcbyF9H4JFBdWk5bj4fj2OlL7uQn7NfS6OggHkTo6SNr8Nxg4kObVa1CH5WEcORrPKNPPnIn/jqIQOXSo50HW1vV8rWno+7s1x1IUQsVH4tuj6/g2bKBp5AiSrr+elKhG6x/+0LW+LIOuX1zc6lwnEsH3+htIsgyShHA4IBIhuHMnuFw48ycS2rmLpGXLCGzbSmjnTnC7Sb3vSzgGDEAAkfPnaf3DHwm9swOippMvYckSWp/6O4nXXUe0ooLa76wk7cGvIbndSKoCskLikiX4Nm4kefky2t7cYIbn2+0kzruJhl/9GoSg+uRe5DXPkf7tu9jWUUnS6AnM8h5jWPIwCioLsEk2TjefJqSbJYrDEodxruMcOjot4RaeP/M8me5MhCGYljWNzdU9z4eMjBELg7NJNmbmzrz4+XqP1Phq+GvxX3m17FV00XXvSkgsHrqYByY9wOCkwR94nKsZS+CyuOpISUnp0WXxQi4UNdavX99DEPmweL/h+N2dSoWFhaxcuZIVK1bE5/3888+zcuVKysvLKS8vx+v1xl1khYWFcZFn8+bNPPzww/E5FBYWxkv23u28dedqyeCaP38+Bw4c6FG2eaFYuWLFil7LOhsKXHjN9+/f/0/lYrOwsLCwsLCw+GegL3FLHp6AURWAGU6O7HgRb6QBSZYRhtGV4n6ZUR0uIlq3IC1pGIprBonpAwh16Ch2MxD+QiTZFLSMbnFgQjfNQLUl7ZccV5LpJW51Ul7UBIArWaW+zI+k+FHtMqmD3WQO9HDmQCPRkEHe1AyqjrcgMDA0SOufQOM5HzanjCRJJKY5OLSpkkObKokEdVSHjKJK1J5uZ+7ykei6zqmddfhaQ8i6RvAPv2GC309SKgif2SURMEv6bDbTJdUZwB7LK5NHj8I4fqLnAeg6tvyJeObeiPfxx8Hv7xE+b7/xRiI7d5oZW7JsBrMfO0brX1fR/tTfcS9aFLs4sQ6L+kWaAlwwJoDk8ZDxrf9H62//FxwOtEqzm2TyvV+k48mncM6ZjRAC/4aNYLfjueEGvOueI+Oe5bSsfZaEG+eCw06kuBjXooUkz5+PbcgQgnv30rr+BRJu/QRpD37NHMvlInHRQlyTJlH/s58j2tpQs7JI+cyn8f7hj6R+eQW2IUPRf/ltBCCGDaba1cjqwAa8tCFO7QHgSOMR5uTMYXfdbvbW7+XukXdzru0ce+r3oKAgITExYyLZCdlku7JBMgWmXqeArvOU4875QCHzTcEm1hxZw/MlzxM1embe3TjwRr42+WuMTB35D+//nwlJiL7/olqYTJs2TXS6hiw+PKZOncrBgwd7LS8vL2fq1Km0trbGXy9YsIApU6Z8qKJNYWEhCxYs4P38/bnwmFauXInX62XVqlXx97/3ve/Fyy9TU1NpbW2lvLycFStWsDn2LUj3MPl58+b12OewYcM4ePDgR+piSk1NZc2aNb3KSL1eL1OnTmXlypXxnDCv18vSpUvjxwawYMGCHo6xzu3Kysp6rLNy5cperr1OZ9rmd/vGyMLCwqIbWlMQW6b7oBBi2kc9F4surOcvC4urh+DxJpqf7qMsUQZhCPY0vU5lx4m+N/4HkG02jKj5IV12ODHCoYus6UBN+BSqzXRuSbKpq6UPcuGtDV1UkOo9IGBcpGGjBIpNRo+YAlFKjgNvXZiUbAfe+nCP7S/cpySZItqQ/FQSUpyMuCabTatPMO2WwZQdaKT+XDsSEtfdNQJfa4SDBeVo3Q5VtUsMHJfK2UMtDJmcTs3xZnR/B2PDe3GcPUJiRxVSp4DVV4aWqnYJVZ0Orhi2a64heugQGAaOadMI79lD6je+gWNAf9oK3yIYK00EICEBSZaxDR1KpLg4vm/J5QLDwHXzzQReeMEUrS4YpxPnggXo9fVEj3Tr3udwQDiMPT+ftM98GvuNN1J5403Q3o46YQLa0aPx8e15eUSOHAFJIuWe5fi3bsMz9wa8f38adcRwtNIzJC5fRvodd6BpGtXL7zGP3eGIC30Jixfh21hA7q9/hW3wYLwvvoRvwwY8S5bQ/swztH98Du4DJ/nlrYLyLANFUogaUb4/7fu8ce4NiuqLkBUZBLhtbqZnT2d79XY+MewTbK7cTD93P063nkZIgvvH389zpc8RiAbw634UFG7IvYGACLCnzhTKHDj4xLBPsLt2N9WBar45+Zvvu0SxLdzG3479jbWn1hLUgj3em5k7kwcnP8jEzInva58fNpIkXdZnMMvBZXFVMn/+fIqKinoFsufl5bFmzRpWrFjB1KlT42HwCxYs+FDnV15e3kvAeTeKiop6lTOmp6czbNiw+Ou0tLQ+3UedDrWioq42vykpKTz33HNMm9bz34KPStjyer384he/iDvPVq5cyebNm1mwYEGP83ShwywlJYWHH36YX/3qV/FSxJUrV/Y4DykpKWzevJmVK1eSnp5OWVlZn+IW0GfJo4WFhcWFCF0QOtmMb28t4VLvRz0dCwsLi6uW4PHmXuKW87pcQrtrCYUDnGrbe1nFLQAjGsWVmkqwtfXi4pYyEZtrArKaFV/UaRprrox90I+VBl6MhHQbvuYorkSzE2EvcQtT9BKxHedNySA1183BNyrxtWnIqoRhCFSbTL9RSVQd8yI6uzFqIj70uWLzi3l3kp3xNwxAUWSqT3oByBjs4XxpK+WHG0hMddFaG4x3RtQ0wdli89n53KFmVKKMKnmOjMYi0w/kcJgDqKopbmVmQGNT1+Q7c7F0vZfoJHVzdykDB8Ae0HWN+h/8EHFhY4CBAxClZ5CGD4ejR819SRKOCRMI7dpF4LnnYvNQQOt5EqXUVERrK6Ed73SrzQRl0CD0ykqk9HQiR4qp//EZUqurocN052mlpSTefTdqTjbeJ54kWl6Oa9FCQvv2I6enk/7Nb2AfMoS2l19GO2N+Cd6x/gUCGwtIXLK4S9gzDDOwXlVR8vJI//qD2AabJXrtL70EwSDtw9J57iYHL4zZychcFxVpEmEtwoikEZS2l7KhYgO763czMX0iFW0VSIrEPaPv4dHjjxIwAqwrXYcqq7S0tphZXAIeO/kY9024j78c+gtgurW21G4BYOHAhWyv2c69Y+/lydNPIukSDsXBjOwZvW/Ai+CP+nnqxFM8cfwJfFFfj/fyM/P5+uSvMyP3ve/vXwlL4LK4KrnrrrtYtWpV3N3UnTvuuCMumnQ6gN5P2Pvl4P77739f3QpXrVr1vkLuLyQtLS0u9nX+uXr16n94f5ebTqHqUut0Ou+6M2XKlEt2lszLy7vk/oH3tI6FhcW/L1pbGP++Ovz76zDaL565YmFhYWHRKW6d7CFuqUMSqXNX0px9lrNHimhur7gyY3d7ZlSdLrRQpzslCdSx2NzXXLTjXOoAB63V4Z7iVkzsciTIhH2m0OJrjZKU6aS98WIOMZBliVEzcwDBmYONVJ1sof/oFFpqfCRku2ms8KOFDTpaQggDXCkKwXZT5JFVkGQJSZKREBwurCYa1hl/fT+cCTZsLpmmCn884D7iN48xHNCRVQkEGLqBrEqMdJzDs20tSb5qU9xSVWSPB/dNN+HbtQsCAWjro9SyW7mgNKA/IhYmH9m7N748cuo0AB3PrzfFLVk2SxyjUVMgOnnKnNcLLyB5POY6QhDavZvEO+4gePgw2pkzvcQtAPeiRciyTMfLL0PEPM/qiBFotWaOmmhuBlVFBAJEGxohIQElOwv9TBlqVhaO/v2xjxpFeM8egm9vxTPvJlr++CekpCTSvvB5Mn/0I2RJom1zIcFNm9ADAdy33ELo7Dkix46R8YPv0/7KK4R27jKD5N1uWp9+Bvf0aRAOk3LPcl4fq/CCpqPipDRD45qsa9jTsIcz7WeYkzuHr0z4Cvsb9nOk+QgLBi5g3qB5CAQBLcD8/vOpD9ZztOUoNmx8afyXKG8v54YBN7Bo8CL21uxlT/2ebrehxLCkYWyu2kxTsAlfxMc12dewp34PlR2VTMiecNF7ESCkhVh3eh2PHn2U1nDPz1Wj00bz4OQHua7/dRdttPDvgCVwWVyVTJkypc+g+Qs7ERYWFvaZxXS10dLS8g/P8Y477mDp0qU9lhUWFnLnnXf2EgA7c7isoHULCwsLE2EIwqWt+PbWETrZ3Pvb/H/fZ0ALCwuLixI80UzzMyd7lSUGz7Wwd+ffu8LkrySSBEJ0iVvyIFTPbajqu3+Eba3uciBlDnXReDZI7ogkakva4+IWAAZ9iluKKqFr5nFnDU3k+Du1KCrIioww4PwpL2n9THGra0xzP0GvKfJkDPLgrQ8wecFAkjLdJGe5qD5pChLH3znPiGlZHN16Hk+6Hf8FIfdCCGRZQo8YZNQdYMwYBfWlR5EA58IF2DMy8W3ejGfBfDpeehnnddeZnQvdbnA6oL2DvhDdOyUKAXY7yDLamTOow4ebIhWYopYQ4HbjGD+e8J4ugcY2fDiR8nLo6MA1ezb+ggKMju6ZaBK2CeOJHjkKkoT/zTdxThhvCnAxtJoalPR0dJ8vvg2yjO+110DX0WOOrNCpk7T+8Y9d3R4jEfxvbyXp7rsRwqD5d79HSk4m54c/wDF6NMFNm8AwaPr5L8xyRrcbZ14ejm9+kwYB4V27QJZJXLiAtmeeIeWee2i9/zYe23w/LsXFtf2uZXPVZoqbikm0JXLz0JsprCik2l/NlIwp7GnYw+aqzeys3cn3p38fp+rknfPvECaMXbYjC5nWSCt76vawt3Yv289vZ0/9HuyynVsG38LLZ19GR2f7+e0IBOnOdByKg0ONF4T+90FUj/LSmZdYVbyKhmDPv3tDkobwwOQHWDh4IbIkX3Jf/+pYZ8DiqmXlypU9XEq/+tWvGDp0aPx1ZylcXy6vq4nVq1ezYsWKHsuKiopYt24dzz//POXl5RQWFnLgwAFWrVqF1+tl9erVeL3eeOleZxlfYWEh69evZ/78+aSkpLBmzZoey6Er28vCwsLi3xndF6F9axV1vzlA02PHCZ3oKW7JCTYSbxxIznemf3STtLCwsLgKCZ6IObf0boHyuU4EghMtO0mfOOxdtr482NweRl53Y7clCqrr2kuKWxeSmOrG7lJorPBdemXMHK8B45JRbDD2uhxqz7RDLDd9xIws9FipX0tNgKRss0TQk25HdcrIqungAmiq8qOFBYcLz7Pz+TMUF1ax77VzJKU7+diXJ5I1NJFrbh2KHjZ6fSLP6J/A9YMqGVvxHBOq1+OqOdb1XYwk075+PerwYXQ8sxaCQUJbtpjlipGwKW55PF3Hk5eHfWasO58s41y00HRn2e1INhv2UaMgGEQ7d84sZ4yth00l+dZPmOKWJIHLiT0/n0hxMfYRI0BVCe7a1VPckmUQgmgskkQelodk6IR27jLHlGMHGgigV1aCLIHDgZKbC7qOCIVw5uebJZdAcPs7JC+7G1wuUFWcs2dDKETHq6/S8fIrSE4nrpnXUPfzX9D26KPmOdA0U9xSVbPb444d1DzwNTwzpoMkkX7fl2j78id5YmkG3hW3s6t2Dx1aB0E9yLbqbSwYsACH4uD7M77P5KzJ6Og8fPBhipvM7LHxaeMJakGONh0lpIWYlDmJpcOXckO/GwiJEM+WPEtYC2NIBnvr9jI8cTgyMm9Vv8XcfnMBOO49DsD26u2E9BBhI4wDB0NTuj7ndqIbOq+WvcotL9/CQ3se6iFu9fP046E5D/HSrS+xeMhiS9yKYYXMXwIr5PSjZeXKlXzve98jJSWFwsJCnn/+eaZOnQrAwYMHe+U1XW10ilWd3RAtLCwsLK4cQggiZ9vx7a0leKypx4ezThzDkvHMzMU1Nh1JMR8GL3fAqcUHx3r+srD4aOhL3GKgC6qC6LLOlrpnSRiVS2XR/ss2piczG39jfdeCWFC5Jy0Tf0sjYEdxzkN1jkZxSBgxw5PiAP2CuCjJBqJbEzmbQyYp29GVy/U+GHt9Did21JkB8grY7QqRYFcZ3pD8VLKHpNB/VDKv/v4IWsR418wvgHmfH0XDOR9Ht51nwg39sXtkDr5RFZt8bCUhyCt7hQnXZdDx8itmVpamxR1t74m0NGhpAaezq5uirpuvQ6EeAfT2/HwiR4+ScOdSgrt2m9lYHg/ZP/kJuq7RtvZZM1ze7UZOSsKoq+sxlJyUhBEKdXVsBOT0dIzmZtyLF2EICG3diueLX8C/Zo3pCpRl0DTUiRPQjhxFGT7cFL0ikfhxOhcuxJaehu/V1xB+PzidOCZPJnz4sNnREUCScM2eTXDXrnjemDJwIMLrxWhvR05ORpJl+q1eRdWJPYgbZyEkiYqOCtP5VPgAQT3IhLQJ7GnYg0N2YJftzOk3h6LGIu4edTcIePTYo/h1PwlqAtf2v5Zrc6/lB3t+AIBDdhA1ooxPG8/RlqM4FSe3DruVF0pfIBq7GV2qiwkpE9jXtA8ZmZk5M9lVtyt+vr6e/3W+lP+leGmhEILCykL+fOjPlLV1NdoCyHBlcP/E+/nUiE9hV+zv7X64irncz2CWwHUJrAesj57Vq1e/r7yrq4n169e/rzB6CwsLC4v3jxHU8BfV499bi9bQ+0OM5FLxTM3Gc00Otkx37/ctgeuqw3r+srD48OklbkmATQZV4rxUxrGSt69oaaLidKKHepYMSrZ8FMc4FDU7/uFfVsHQQFJBEhJGdzGuW0dDSTG7GP6jyAogmWMNmZyGy2Pj5I5uQpwE024eREtNgPIiM9w9c3DCRd1imUMSGH99Lm8/VUr/USmcP+0lJduJty4Un6sqa2TX7GZ4xcuk3nY77WvXIrlciGDQFKc0zeyYWFNzyfk758zGNmkyHX/+c9dCjwfXtdeaXRJjIlfqN76BLEk0/+UvEA4jjxuLLTGJ8IkTJH38ZtqfWYvcvz9GTU0vgc0+ciSRmhrw+eLClDJwIHpVFfKwYRj19aZoFYlgmzjR7KLocOCeO5dAtzkow4ahl5WhThiPdrqka5xo1Cyl7CaeeRYvwv/ODtB1kj55O+0Fm8zxw+F4dljKPctxTJqEY+hQKtsrKM8UPLT3vxGSwCbbkCWZ70z7DsUNxWw8t5FPj/k0TcEm3qx4k7AWJmyEsUt2bIoNm2xjTNoYdtftxqGYYtYDEx9gzdE1aIbGjQNuZEfNDhRZ4eNDP85r5a8R0SPo6BgYDE8aTnlHOZ/K+xTry9azdNhSbsm7hZ/s/gllvjJmZs3krwv/iqIoCCHYcX4Hfzz0R062nOxxrpMdydw7/l7uHn03LtV1yev/z4LVRdHi345/VnELsMQtCwsLiyuEEIJotc90axU3IqK925LbByXiuSYX98QMJFvfYcQWFhYWFhA82du5Zc9PJ3KimWgwyrHqKytuIUmkZPejuaIc2e7GiASQbPnY3DeSluvCW99l1TJiDfKEBuJCy5QBY6/Lxp3sQAg4c7CBtrqLh8i/G4Zuiml5UzIoL2oic5Cn5woCDrxeCUC/UUk0VfqZdcdQ3nm6lNZuY7pTVZIynNSV+qgf2IFqk0hIt4EAb2w9RZUYmxfCtva3ZpC8quIrKCBp+TJAov2ZZ0zRR9NMcUtRsN90I0ZbO9rBg6YjKmq6heThwzHOnMExZQrholi+U8wVRyTcFUCuKCTeeSdtTz9N6qc/bQpEgHG6hHDM3WU4XSBJGOe75XcBUmIiQosSqavDOXEioV27QAjk7Gz0KtORZpSVmaJXrPTRNmoU0ZISku+7zzx5b79tzkmW0ctMl5JWesYUs+x2s4QxCtjtuG+6kcC27RAMEty7j5TbbqVjw0bckyeTfPsn8b70Ir7XXiP9+99HO3qUjs2FJN3+SZ7Rd/HouUeRzkr4dTMzbeGgheyp28NP9/6UkBbCrtj5vyP/x8JBC8GAyZmT2Vu/lxsH3khBZQFO2cmeuj04JAc2ycaKiWb0TNgIo0oqhdWF2GQbQS2IN+zFwCBKFBUVWZL5zKjPsLt+Ny+VvYRA8FzZc7xQ9gI6pvp6suUkmyo3keHM4I+H/8ihhp6ZXB6bh8+O/SyfGfsZEu2J7+se/nfEcnBdAusbRAsLCwsLi6sHI6QRONSAf18d0Vp/r/clu4J7ciaea3Kx90t4T/u0HFxXH9bzl4XFh0fwVAvNT53oVdYdHKGze/dzaFqU1mAtit2JHvnHxKL3hw3FeQ2KYxqyLL9vJ9aoazM5vbPRLBeUIWdoAi01ASLB3l+EdCIpMGh8KpGARm1pV66UrMKNnx5FxdEWzhxs7LFNYqaNjkZTVBo1J5OyA40kpDrjolV3HG4VXdMZODaVs4db4l0dQZDuPcKs+29A2f4aHc8+GzsFNlAUJJsNSVVJ+/znIDubpu//oKszYmenw04UxRSUdN0Uw2Ile+YEHKZwJARSYiL2CeMJ795D8rK76dhcSPLyZbQ+8ij2iROI7D8QL1/sXsrYiXPqVEIlJaYgZhjg8eCceQ2ht7Ygud2oQ4cSPXIEZfw49NIz5vaaZobg6xrY7KbjCsz52mzm3GTZdKv5/eBwmPsaNJCEG2+kY/0LJN1xBxICW/8BNP761xh+P9hspH/xCzT97vdIbjepX7qXliceR0am+qdf4Js1fwBgZvZM9tXvw8AwhSdkFEnhtuG3saliEyPTRrK7bjcKCjo6s3Nm87EhH6Mh2ECOJ4df7f8Vi4Ys4u3qt/nW1G/x24O/ZW6/ubxU9hJzB8zlQOMBZmTPoKCyABnZHEdS0YSGXbITEZH4vjMcGTSFTcefTbIxKmUUpe2lhC+ot3UoDpaPXs4Xxn+BVGfqRe/df3Yu9zOYlURmYWFhYWFhcVUjhCBc0U7L8yXU/mwv3lfKeolbthwPKbcNJ/f7M0i9fcR7FrcsLCws/p3pJW7FPh0aCMSpANFwiNZgLcB7F7fkD+aYlZw3oTqnI8dCyYUOuSO7nCuSjCkQXeST7OkdjV1ZWAbUlfneVdzqHKOiuJW6sg5Uu4Ril1CdCkLAtrUlTLipH7kjYnOQQFaluLiFBGf2NaKFTUeWM8E8fk+aDZtTYfotg/n41ycyamaOKW4BCFC0ILm1O5hQ+jSOU3vpePVVAGz5+aYYpGmIcBghBLYBA4gcOWoKVhJmcHx3cQtA15EHDwIhUEeM6CmEhcO4Fy4gcdkyJFXFNX06OJ20vfEm7unTaP370xAOEdm9p6egdYG4hcNB8l13mmN3ZoNFIrhHjwGHA9HeTrS4GBQF/egxCIVQx4wxpzF8GIQjyAld/z8rY8fiuulGs/zSMFCHDyfhrjuRHQ7T8VV8hNa/riLlzqW0Pv443iefwj50CKn3LEdIEkLTiNbVkfb1B5FsNloee5SOSAd1991MTv4sfjHnF9w98m5KvCU4FLMpgIZGhAjIcOuIW1k5cyVnvGewy3Z0dPLT89lVt4sf7vkhT558EkVW+Ny4z7GlagvLRi9jSNIQkKDKV0WUKFvPb0UYgpEpI3GpLtyqmxGJI/jR9B+xeGBX+Pu0TFPD6RS3AKIiyrHWYz3ELVVWuWvUXbz5yTf51rRv/UuLW1cCq0TRwsLCwsLC4qrECETxFzXg31+HVh/ovYIq456YYbq1BiV2lV1YWFhYWFySvgLlpUwHRn2IiBbicMuWf6ws0fjHg69k+2xszrFIkoQzUSHUoaPaZVKyXDSUd+BMspGQaqe+zA8CXCkqQa+GbAMjpvfkjEigrvS9dU0ESM52kDs8iVO7GhEGZA5JZPSsHOrKvJzc0YCmC0r2NdBQEXN2CTC0rnM2YFwS50+0x1+HYkH0/pYoNqdMcqab9oYgJfvrzPwwHRAGgys2MrhxB1I4TOuaNWb4u8OBXlNDwpzZ+N7cAIDrphup/elDeJYsNh1PskzkxAkkhwMR7un6McrKAVCGDsE2LI/glrdNJ5cwCOzegyQEGAbe1WtMd1Y4jO/NDajjx6M1N1/8JMW6Eibf8SkceXlICQkk3H47emsLgYJNtDzyCGn33Yf3ySdRBg4gevIUuN3Yhg8nevQo2O0YdfWogwahVVbGLraMfvw4wePHcS9eTLjsDNHiYqLHjnW50IDE229Hyc1FaBpCUYieO4f3mbUodjuua66h7Zm18KklDFqzmnPecvaf38YLohBtSwF/nf9XZFlmS9UWfjzzxwgheLvqbTZVbUIWMpIkMSRpCL+f+3seO/4Y71S9w9IRS8l2ZbOpehMzsmbw6/2/RhMamtB48uSTzMqdxfLRy/nbkb8BYJftzOw3k2dLnkUYgoARoLSjlIcOPETUiPK1iV9DlmR0Q+dIyxGEIUhxpVAX6BnWLyHxiWGf4CuTvkL/hP7v+f616IlVongJLIu8hYWFhYXFh4fZCbEN/746AseaQOv9nGLL8eCZkYN7Uiay2/aBx7RKFK8+rOcvC4srS/B4E83PnOopbmWb4lZUC3OgpYAq/6kPcUZZyM4pqI7RcedWJ4MmJFN5tK3XFolZNoJtGlq45/8TikNCj4hLdjTsjqxAVl6XMKbYJIQQ8bwvxQGT5w+ktqyd2vK2eCfHrlLDLmxuiWhIIMmQk5dE4zkfkiwhDIEW0RmT1Yj09mtk+06S/MUv4t9UQNLnPgeNTQghQBgIAcEDB3DPmI6tXz8av/u9Hl0UE5ctQ5Ik2p97rneHxe6/OxzYRo4kevQotvyJRM+eM0sLIxHcixcT3LoVEQyijhqFdvp03yfH4wG/H/fiRQR27yHtC18g4do5RCsqaHj4V+jt7RAKkbh8GdFzFWYeF6COHIlWUhI7KTbSHniAlkcfhY6uElDUbn4bTQNVRR09Gu3YMVOYU1VskyehnS4xxTxZJvWLX0SSJdTcfhy2nyf3P1fjlUIcWnkzzxi76Yh0sGjQInbV7GJ2v9kcqD/A8tHL6Z/YnyHJQ3jw7QcJRoN8/5rvMzR5KA9ueZB5A+extmQtCgpOxYkudMJGGI/i4d4J95LtyuahfQ9hk2x8fNjH2Vq1lTtG3IFA0OBvYN2ZdSwatIhNlZuwS3azNFGxE9SD3DX8LmRZ5tmSZ1EkBU1c4IoDZuXO4rszvkteSt6lb9Z/Mawuih8y1gOWhYWFhYXFlUf3RQh0urUa++iEaJdxTcwk4ZpcbAMSLqtbyxK4rj6s5y8LiytH4GgjLWtPg9GtW6IAQxIcad5KffDclQ2UvxBlEKr7NlSb2kssUmwSSRlOWmt7/r+QmOGgoyUc75jYHbtLIRL8x11k7lSVQKsGckwriu3KmaACEiF/9D2JZxd2VByb1Qhvv0qW9yhyNGqWDmqaKUbZbEgOO8LXs/w++Z7lRJqaCBZsQhrQH1Fthr3b588jUvgW7jvvxDhfTWinKSohSWbeVlISNFxwDSUJdcQI9NpaREcHqApoOkpWJnpDz3wxoCuYPoZzwQJCmzeDJJH+zW/gXfccKXfdiZKTQ/tbWwht2mSOD/H8L3XECDRJgtOncS29g+DLr5jljbIMqooycgT6seNdYyqKOaYQYLchSbIpbMUyycyg/AhCglCCg/9aqrNo0CI2VGzkXDY4VRdCCFRJJaJHiBLFITtQZZWAFuDBSQ8iITGr3yzGpI9h49mNPHzgYZaPWs6qI6uIiig2yYZDcaALHUlIeOwepmVNY2PlRoYnDaesvYy7R91NYVUhUSOKoRlEiPDDGT/klwd+iaZrSEhEjSgCQVSY1kIJqXdTBCDRlsgPZ/6QxUMX/1s60a0uihYWFhYWFhb/EghDEC734t9XR/B4c6+AYwBb/wTTrZWfiey0HlssLCwsPgiB4kZa1p3qKQzZJKJJBjafRGP0/OURt7oHnHcn5i6SFAWh66BOxO65yXRtCeJliZ0MGJtMRbG312783p7iVu7IRLSIQeM5/7uKW4od9MhF3wYg0KphcypkDPJQW9KOM0El5NPIGJBAUqaTE+90lZalDXDRcj4YF7wkFWx2hQGjU9Hi+VWC4QOj5Bb8H8Lb2pWdJUSX0yoaNc8HmAJVTNTpeHMDRmx9UWNmoSnjxxMpfMuc6/r1eJbe0eXaipUguubeQPC553semCyjlZSgDB+OHgqZ85CknuKWJJG0dClCkel45VUIdMUDhDZvjs87ePIkSXfcQfPqNV1ZXACJidDejn36dCL793c5uACtpBQ5IQFl0ECixUcgEkE/dhxpwABEdbV56PPmEd62FcIREJBwxyfRmlsI79mDMAwkm43yRWPYHDpMaXKQ/vnXcu/cn2E7NQphCPol9OPhAw+jGRo2xYZNsnHL0FvYdHYT+Tn5PH7icXwRH/2T+iNJEg/tfQiAdSXreGjOQxxpOMLGcxtZOWMluqHz830/Z97AeawrXYciKZS2l+JSXdySdwv5mfkYwuBQ/SGeO/McQghuHnIzb5S9wbiMceyuN0PrO+kubiko5LpzqQ5UE9SCPLz3YYamDGV02uh3vzktLon1pGhhYWFhYWHxoaK3h/EfNN1aekvv0GLJoeCelIlnRi72/lZYvIWFhcXlIHCogZbnTvdwH8m5LlqlOpQKwTH9MC2B85dnsL7ELYgLOkLXScicTiQyp0dJYqe4pToltJCg6ri3Vxlg2gAXLdVdji5nkkJtSbeytxiSDOICh1cvcSu27+zhHoyoFHdcRSO6KW4lqoQ6NBIy7DRU+kjIsPfYLjHNwZCJ6bTUBqg+4UWSYMS0LE7uqsXQQJEFA0tfZsCu7SR/eQUAWmMTvuef7x3gbhggy7huvZXgSy+Bw4HrmhmQkoL/hRfjzif92LEe2/jXPRc7MWnQ0gKRCMEXXux1PuR+/TCqqtDPnOla2L2ay24n8ZaP45w6hUj1eVNk647NZgbYjx5NYGMBgW3bIdh1HZScHPT6emwTJxA5YHZijItXSUlES0qQZBnP9TfgLT7S1aGxvT0uiNpSUzFGjyZafARlyGA6nlmLZ8liDMD45hd4TT/E08YuvjH5m6QH6llXso6nTj3F30/9HVVS+eNNf+S7079LcUMxmyo2MSN3BjtqdzBzwEw2nttIgprAXaPuYsHABTx+4nH8UT+LBi3ihoE3MCRpCEOTh3LriFuRJIlybzl+zY+QBHcNv4uCqgKmZ03nxkE3AvDTXT9Fl3QckoNkezL1gXqeLXkWu2Rnd/1u836j598DWZKxS3bun3A/07Om89O9P+VM+xkWDVnEyJSRva6ZxfvHErgsLCwsLCwsrjhCNwidasG/v57Q6ZY+yzvsgxLxTM/BlZ+JbP9gXbgsLCwsLLrwH6yndX1Jj3977aNTiZxrxeaTOdy65UPM3FKQ7NcQicyIi1uOZJlwm6lGJWSq+Bo1krIctDeEe23dXdwCCLX3FtMyByfQf2wShzfUdI1qk3AlqvhaunUfjJ2P+jN+JDt40lT8LVrcHRbqMEUoX5OpjJ3a0dBju4ojXiqOeM3weA0kBU7vrcPQBDabxHX3jMazzoa/KmIGu0ejJN99lykAOhxmt8SOji6xyzAIPmcKVo6xY/FvLDCXp6ZCa6tZ2hdzakl5eYjyWKj8iBHopaVdx6XroCjYbriB6LZtoOsYVVWmSHVh98VudLzwIh19iGMAyuhR6EePmflYkkT6j35EpLqKjv/7C/b588i49178r75G24svxscQDQ2meNXeHj9tQhhm18SQ+QWXe84c3HNvIFJ8hLaXX4JAEFQVvfQM2O34CzahuR38pGY1JVkas3PnMDN3JhUdFRRUFFDvr0cWMt+a9i3Oes/yX3v/i5AWYvHgxRRUFHD3qLvZWL6Ru0feTao9ladOP8WE9Ak8dewpJqZPpKCygB01O9CFjtPm5LvTvsv/HPwfvjnpm9gkG8+VPIddtuNQHexv2M/hpsMsH70cv2GWk14/8HrmDZ5HpjMTm2wzxc8+9F1VUlkxYQVPnnySJ08+yaPHHsWv+1FRKago4PZRt1sOrsuAJXBZWFhYWFhYXDGiDQH8B+oIFDVg+Ho/VEtOFc+ULDwzcrDleD6CGVpYWFj8a+PfX0fri6W9vliIZIYp6zjNmbJdH2rmluxcgM05pitvSCIuboHpcgHwpNgJeKNoEQNJ6crCei80Vvh65F91OsJCvp47GTErndLdZvdAT5I9LmQlZtkI+wyEIYiGzLldWD6Z2s/BkEmZHNpQHQ+jF7pgUMs7OKpLSLSHGJTwX4RvnIuUkoKSkY7R1IQ6fryZL5WZGS/Nu7CkUx40EJGVFXshQ2srUnY2oq0N1yc/SfDFF7FPmUw4JnB5Fi4kkjeUUMEmsNtNN5imEd2ypWsfhvGu4paUlRnP+CIlGbzdgv0VBf1UtxB6IQi8/jpSYgIIQWTL29Ts22+KVuEw2O045s4lvGlTr3EC27ab7q1YR0j/tm0E3nmHrB//iLZXXjFXcjhIe+ABtmQ1YK9p5fnIDkrSg8go7K/bz/2F92OTbVyTfQ3rStexYNACAB4++DAhLYRLcfHZsZ/lxkE3YhgGGyo2UFBZQCAcICRCbKvaRtgIU9xcjA0b49PHs6d+D4qsmKWEEtQF64iICDIyYSPM7UNuZ1LmJAYnDaaivYIHJjzAI8cfYef5neyq24VmaESMnhbBztytcSnjOO49TmmrWeJ498i7Odl6ks2Vm1EUhXtG32M5uC4TVsj8JbBCTi0sLCwsLN4fRlgneKQR/4F6IhXtfa7jyEvGPT0H9/h0JNtH69ayQuavPqznLwuLy4Nvby3el7qVpCkS6AIhBCW+Qxxu2nzF56A43eihAJCNLfEmZCWHxAwHvuZLhGFhdjc0dJBtkJrjprkqcMlt3g/J2Q7a6rtcYp1CGBAX1VJynCRlOak84u21feaQBBrPdQppUQaXvc7QqkLUvDyco0ZiaLqZXeVymeKPEF2leS5XjxK/Ht0PO+czYgRaZSVKVha612u6vWw2UwzrFgCvjB/XFdZus5HylS8TOnmK6LlzPZ1d74bbjSQEonOePSYSm3NKCni7nQebDWXwYPQzZ8y5xsZK++Y3iDY00PHM2l5h9bjd2AYMIFpSYopxQoCmkf3ww+i1NbQ+8ST61z/HzjESvz/8B/PUXBDQ7lSc2GQbQgh8mnn+U+2pLBq8iEx3JrP7zUZRFIQQPFD4APMHzyc/M5/qjmr+78j/kWxPZkzqmHgpIYBDduC2uVk5fSVDk4diGAY/3/NzjrYeRUHBY/egGRqfyPsE60rWsXTEUl4pe4WIEekVHu9SXOhCjwte09Ons795P07ZyajUUVS1VxEyQoT1MDo6KY4U1ixc82/p4LJC5rshSdJ3gHIgDUAIsfp9bLtKCLHiSs3NwsLCwsLi3wkhBJHKDvz76wgeaUREere2kpPseKZm45majZrh+ghmaXG5sJ7BLCyufny7a/C+Uta1wGl2zYu6dM41FF8ZcetCMQPQIxqSOhLFtRjFroJBXNzKGuamoaxLtErJceKti2Uzyl06S1qum6bKyytuAT3ELSAubkGXYyzk00jr1/VFjKTC4PGpVBxp7RK3hMGQ8tcZWrsVSZZRs7IIbNhoru9wkHL/fYRPlxDYuBE0DdvECeB2E92zN75fecAAs4wwhjJoUFww0quqUCdMQDt1qk8Xln7sOCgKytgx6KdO433kUVNQu+Ba4HCY4pim4Vq0ECU1Dd/rr+P5+MexZ2fhGDCAul8+jJKa2jOrS1HMH3+sy+PQoXD2bI+5aKWl8etv69cPNTeXjnXPga7jmDWLSCw7zD5+POHdu5EHDuxxvMHDh2nfspmG+27ml+qLPOD+GosGLuKtqrfQ0BiRNILS9lIUFL40/kvMypnFn4r/xO46M8x9Rs4Mni19lmR7MrIk8/eTf2dG9gxCeojnSp+joKKARYMXkWJPYeX0lRjCYH/9fjQ0ZufM5mNDPsbOmp38/uDv+X/T/x8P732YtrDpYrtx4I3sOL+DkBHihZIXGJ82nvWl6zH6aOM5Nm0sy0Yu44d7fogqqWhCY3/zfnJcOdQF6yhuLmZQwiBafC0A3DX8LqbkTLEcXJeJf1oHlyRJDwP7hRDr+3r9HradIoRYcKl1rW8QLSwsLCwsLo7eESFwyAyM1xqDvVeQJVxj0nBPz8E5IhVJufpaYFsOrvfHh/EMZj1/WVh8MDp2nqfttfKeC7MVwjU+dKGxq/VVmn3n6TMQ8TKgOhzYPQMItJThybwBLTqlqySxEznm0NK6piErEoYuSMqy0d4QRVIgd0QyNafaeo3RF4kZDjqawmQM6i2ISTKodoX8+f1AkklKc1B+uJFzxa091vOkqnjS7DRWBhg6IYMBY5N555myeGC9okoIWSAJcNmi+PwqKc3HmXTsL9hmTEfft990Z+m6+WOzISckkHzPclr/8td4+WB8XnlDEeVnQVUAyQxnT0tDBALxnKq4u6vTSQWmk0tRzHyu2trY5C7SvbIbyojhGPX1iHDEFKRCIdNJFYmQ+uDXEC0tpH/nO9T//Bf4nn0WZfx49OPHUSeMRztXgXP8eEK7diEPH47RKYLJsvmjaaAopD7wVbxPPoUIBJAUhYyf/Bijrg41tx8NP/4xIhgElwvnlCmEdu2iYeYIUsubeOJajV1jJG4Z9gk2V2wmbJgCZCAa4MczfszJ1pO8fu51FFlhVs4sNlRsYETyCErbSkm0JfLxoR9nQ8UGotEoISOEjs7dI+9mUuYkihuLWVuylm9O+Saz+83mW1u/xdfyv8aRpiMUnCsgoAUI6kGWjVrGyukr+d4732NDxQYUFBJsCYSNMCG9d2McMB1mc/rNwSE5uGnQTQxLGUZ5WzlPn3ia497j8fWmZ0ynoqOChnADCgoGBl+d8FWePP0ka+avYVzmuHe9dv+KWA6uLu4XQqzs9nozsBJ414crSZLyruisLCwsLCws/sURuiBUEguMP9UCRu8PSGqWC8+0HNxTslAS7B/BLC+NFolQdnDfRz2Nf0asZzALi6uYjneqaXvjbNcCCZTBiYTOtWAIg8MtW2iN1KM4Heihvj+wfxAyhwwjEvLQVleG4ryWaGQystzHlxtGb4ORoZv/n7Q3xULKdcgdlkTdmXYM7d3FuJQcJ0F/hNRcFy21gXjweyfpAzy0NQQ5XFiNzaay5KvjkdUWVLuEFhGgADr4WzX8reaG5YeaqD/XFhe34g4zGTAE/UtfwOfoz7Cy9cgAtXUAqAMGkPixJXgfexwBuGdMp/Vvj0EkYrqoNA0kiYTFi/Ht2mXuXFZwzp1LaPNmREsL6vjxZqA7QHY21NX17LwYjZo/LaYTCFW9pLgFoJd2KyeUJHM+sgyqSuuq1RAOozW34N+3D9e1cwju2Ak2G9qRo2CzETp40LxW3UPrVRXJZkMYBug63jWPIKJR0DQE0Pif3wddJ2n5MlPcAtA0fIcPorls/HpkCZ4JiaSOnYy/fjevn32dL4z7AmtPrWX56OU8efJJfn3o10iShCRJaLrG3tq9LBmyhD3Ve3CqTmyKjdtG3MakrEk8tPchdMM8F2n2NGr9tRRWFfL1SV9nVu4sRqWO4rdzfwvA4qGLmZgxkUP1h9hQuYGJGRPZVLGJ4sZi5uTOYVftLq4fcD176/YSCvb8+2KTbUSNKA7ZwcHagwRFkLfOv4VbdZOfns9x73EGegbSHGpGMzQUSTHFLUlBFmbW3P66/XREOth1fte/pcB1ufnAApckSUlAHuAFWoQQfYdtXEYkSZrSx+IWYP572Hw+5oNYX/uwsLCwsLCwuAjRhgD+g/VmYHxH7+wUya7gmpiBZ3oO9kGJvb+tvwoQQlBz+iQn3tnC6d3vEO4st/gn46N4/oqNaz2DWVhcxbRvraJ947n4a8mtkvrp0Rw9vJljOzfiSEyiIXQWob974PgHoamqGqGHkR2TUJ3T39P/BReKUZIEQgIEnNxRd3FxK7YOgLc+RN7kdMqLmmM7BUeCTNhnxMYQaLHyeUnS2f5sCU0VfuweGSKCnLxEGs529JgHAvzdui5660JIRJEMkKMREny1jBjtIdSQiGFT0auqID0drbSU1lVVIASuuTfg21iAe9EiAhs3og4ejFZSgnPWLFw33EBU1whv2gzRKKFNm0zH1LFjaCdPds2jru6i58557bXQ0U5o3/6ep8bpNPO0umGfNQspIYHw1q2x4zM7MiJJEI2aZZAnT+Lbvh1kmfCRo7gXLya4axfqlMlE93Z9KeS5/XZSP3k77S+/QvtLL5ljGQbIsnlJuotxug6yTKS5BVQVoWlEFcGfbwrRlpPA2MkLGZ46gj8d+RN22fxSzDAMlo1axjU51wDwxIknQMB3r/kuQggQIEkSw5OH8+zpZ/mPaf8Ru2QCl+Li40M+zmtnX+OpU0/RoXXgUl0YhsGXC7/Md6d/l8FJg/nqlq+ycMBCXj33KgEtwLKRy3j4wMOoqHznmu+QpCZxuvU0r519rec5V5x8LO9jbK/azsiUkZxuOc3ItJEUNxUjhCCgBdhdvxu7bKfKb5ZhDk8azrEWU7DUhY6BgUCwr9E8p7kJuRe9xhbvnfctcEmSdB+wFJgGNGM+WJ0FUoA8SZJSMTMZ1gHrhRDnLtNcu5OG+TDVHW9sfilCCG9fG0mSNB94DnPuFhYWFhYWFpfACGkEihsJHKwnUtnR5zr2wUl4pmfjmpCJ7PhoA+Mvhre+jhPbt3Dynbfx1td+1NN531wlz19gPYNZWFy1tG+ppH1TRdcCp4KQ4e2n1uAZmWN2Smy+8t0ShTwFWZVRHNPi4lZfXRAdiQrhWFfCgWNTqDjiBQmcHpmQr8vaFWh7FyFO9Pxd1/SusQzi4hZAQ3lXyaIn2U5ThfkFR8RvrlN3pgNEb7ENQLFJjJtkJ3ziFGXNKYwoexFPsIFEXzWBjWdAkUGPjeX3k7RsGaGzZ4ns2UOwwOwkaB8xHJlF+Ao2oY4YTvjoUUKd7i1A7t8fo7ERvdO1JYTprgrHcsL6CKEHCG3Z0udycWFJIxDZvbvXMnVSPokzZ3ZlhAFoGo7Zswjv3kPg7S0QjqCoNqIQL4MMvPEGyTOm49uwoWdYvqLguv66+HHHMQyCBQXodpWwCqsXaOwep6BKGjX1e8hLHcbCgQvJS8rjidNP8Kcjf0JC4tHjjyIbMuOzxnPL0FsYmjyUr731NToiHYSMEAlyAl+c+EXOd5znZ/t+hmRI/OfM/0QIwcbKjdwz6h6K6ovYXb+bR48/SkgP8Yt9v2DJkCW0hFp49syzSEi4VBf5Wfm8Vf0Wc/vP5fnTz7O/vqdoqMoqs3Jn8elRn2Zr9VZCWohddbsYlDCI3XW7mZ0zm4GJA1lXuo7FgxbzubGf42z7WR49+ihn2rsyzSakTYiLXeOSx1Hpr2Ro8tBe19Di/fOeBS5Jkn4JTAaeB5YKId61EFqSpMnAd2MPXKuEEFs+0Ex7ktLHss6HrTRiD1p9bSeE8F6N3yhbWFhYWFhcLQhDEC7z4j9YT/BYM2h9BMYn2HBPycYzLRtblvsjmOWlCfl9lOzZwYntWzh/6kSf6yRnZX/Is3p/XGXPX2A9g1lYXHUIIeh4q5L2wsqeb4R0QiJIXc0pvCe2fziTUSdid1+DLMvxHCy7WyISECSk2/A1R7F7ZPSwICXLSX2HKTJVdHYoFPQQt3ogx/684O3U/k7sbpX6Uh/nT3vJy8+grKipxzqeVBv+1gucWBeKbsIcwzAgZ0QCjWd9DBibTMWRNiQtgv2x35LuPUeSM4cEXzUSgCxjmzGd6P4DPToK+g/sR6+siotBysCBtD/1d4xAAAwDrfQMOJ1dY0sSRnW1KT6BWfonyyR88pP41q0zJ9XptLpQzOr+unsGV6cwpqpd4f+a1tNZBWh799G6/wBJd98FkmSWRp48SXjffpwLFhDatQvPjTcRPHgQXC7cn7iFwCuvkvmD76MMHIhnyRI6XngBVBXnpHxCO3cR2v5Oj9Paedn2jIZNs2wEMKjIlszjAUJ6iD8f+TMADsmBw+bgrhF3ISGx4ewGfIaP3XW7OdR4iMcXPc49Y+5h1dFVYEBeSh6PHX+Mjqj5JZxH9VDjq+HxE4+jC50nTj6BL+pj+cjl3DLsFs56z/LO+Xd4q+qteAi8Tbbxo2t+hCEMUhwpPFf6HBciI+OSXBxtPMqDdQ8S0SPMzJrJwcaDVPoq4yJXcUMxiwYuYlftLj437nM0hBoo6+hq9jAzayaJ9kSOthxFlVTKOspw293IstxrTIv3zyUFrtiD0v3Ar4QQZy+1fidCiEPAl2P7uE+SpClCiN/8wzPtiZdY155udL6+8FtFYnO4472En8bWvR/zmBk0aNA/OEULCwsLC4t/LrSmYLwEUW8L915BlnCOScMzNRvnqFQk5ep7GNM1jYojhzi+fQtlB/ag91GC43B7GDnrWsZefxP9R43lvj/97SOY6btzlT5/wRV8BrOevyws3j9CCNo3V9CxpasbnZxkw/BHMTSDU617TOfWB0VRQdfefR11JnbPTDIHe2iuCtJaa5bHRQKmxOFrjpKQZsfXYpa415f5kRRIynCY3Qy7lRv2iQHpg1w0V/ZsaNJ6vjOIHVKyPdSdbWdIfqoZHi+b2/lbo733LyA5x0lbrGtjd+dWXanZHdHXGgUMBp55ncSmM0hAoq/aXCktFVpauzoh6nq886Be2q0DYVqqWbrYKT45nSTcdhvhkyeJFhfH5hJzW3k8JCxZQvjkCaLFR/C99BK4nCjpGeiVlX06tXrQVwaXpoHH02dJqpSdjfuGG7DlZMfzuLSjR+Pvh956C3Qd/9atpK1YgSRLtD2zFsXtRlFValZ8Gd3rBVnGc9utBF59jYRly/C/8QYEg4iURIS3AwFsnAJPLJAZlz6S6tZTgDlXA4P8tHz2NprnURc6hm6wqXITNtnGFyZ8gUeOPoJP86FICufaz/H0qaf54Ywfsv38dvbV7MMQBjNzZnKi8QSfHfNZHjn2CIZmcN3A69hRswO37GZi5kQURaEh1MCGyg0sGrSIned3Mit3FvMGz2P10dWUt/dszCAjY2AwJmUMJ70nuTnvZiRJ4tmSZwE43nIcp+xkatpUDjYexKW4CBthtp7fStgI8/jxxylqKOLO4XfyavmrKLJCsiOZgqoCAKamT2Vv014+OeiTjEod9e7X1uI98a4ClyRJQ4E8IcRXPsggQog1kiQlS5L0SSHEix9kXzFa6P0NYkpsLO+FK8dCTXstvxixVterwezi849N0cLCwsLC4urHCGsEjzThP1hP5FzfMU62XA/uqdm4J2VelYHxQggazpVzYvsWTu3cRqDN22sdSZYZOmkqY6+/ibypM7DZHR/+RN8jV/HzF1zBZzDr+cvC4v0hhKB94zk6tlX3WO6ZP5CauhKOvvwGVf5Tl2ewS4lbZOFImIUkSaT1d9NaG0SPGuSOTKS2tCMuLAXaeuY3Ch30WNK8zQ3RC2IRZVXCEMLUpnRoPd9T3LpQ8Gqq9JM5JIHzp02za3ZeAvVnTLEqfYALxS7TUGYOIgxwJar4miWGz8ggMdVF8VtVpA9IoK7UdAM1V/npX7WVwVWFOGbNJLJ7T9fg/kBvR1WnU6o7LbEujZ3iUySCb/36Xk4q54zpuGfMIHy6hGjxEVAUZLsdIxpFb2u7aIli53I5Lw/hciF0HcrLzUD7zlVSUxFtbV3LYs4p0dSE//nnTXEtGsU+cyaRgwdNMay74zYUouWRRyAaJfUrXybh2mvx79xJ2sqVdLzyMqFdu/E/vx4MA6OlBfG7H5JcWETdhld44XqQs7N5Oa8RZJnjrWZXwfz0fE63niZkhNjbuJf89HyKm4vR0Lg572ay3Fnomk6dr47Pjv4s/3fs/5CROd9+nkAkgCzJPHz9w/zt6N/4/eHfs7duL4uHLEaSJfyaH5tkY3PVZgCWjVrGbw/9FgT87obfsWTIEmZnz6agsoC6YB3f3fndnqcUCafqZOnwpaw/s54qXxV22c7EzIn8z4H/waE4+MTQT5DpyqQ51MxLZS8RJUq2I5vqQDWa0FBR2Vq5FbfdTUekgwRbAtNzprOhYgMqKhoaB5tMUWxDxQZuG3kbY9LH9L6+Fu+LdxW4Yt8YvudvDS+xrzbgsjxcCSGKJEnyXrA4DSi8yCZTgLTYN4MACzDzKu4HCoUQ5RfZzsLCwsLC4l8OYQjCZ9sIHKwneLQJEe2jBNGt4p6chXtqNvZ+CR/BLC9NR0sTp3Zs48T2LTRVVfS5TtbQYYy7/iZGzb4eT0rqhzzDf4yr9fkrtj/rGczC4ipACEHbm2fxvXO+13sdb5TTkFl++cStS5KL7PlUPG/LWxNCkiX6j06m7qy3h2vK0GN5XAKQTIOVr9F0Fl0obpnrC8Zem4PNLVNcUEOsMR6SDIoqkZTWTeASkD7QTUuNHz1iDhps7xJ5mqt6imPuVIW6ch+yBGcPNSPLCoPHZlB1ugWVKP1r3sLdUU927T4S776bhCmTqS8qgnBsn+Gw6cqy2brKAbuJW7ZrriG613QlyQMHYFRVdwlghoE9P5/IqVPxbUMHiwjt2m0eX3YWoq2dpM9/Hu9jf0NxuUyRqy9i7i+jvI9/Tvv1g5oaRHU1ScuW0fHqq8hDhyJ5PGh795qiW0zcAojs2dNzv7oOaWlmp8ZYU5bWVauJlJTg37ARPG4Uh7NHaWR1pmDN3l+xoqCDZ66X2DHGgSY1I6HELpMgSU2iwlvB9QOuZ3PlZhyKg5XTVrK7bjclLSW8WfYmHUZX7uf41PEAzM6dzROnnsCv+/np3p8CkOPJwaN4uLbftWw4t4GvTfgaSwYtYXbubB4++DC35N3Ct6d9m9tG3IZhGLxa9ioF5wo42WyG+B9t7nKsAbgUF1/J/wq60Hnm5DMokkJICxEVUY42HWX5mOU8duwxXj77MhHdvBfUmKwyMnkkDcEGbIoNHZ2QFiJFTmFD5QZmZc9ib+1ehicNp6rddFxqaMzInEFJa0nf19biffOBuyh+hKy+wPK+AFjV+WbsG8MpQoj1F9riY//45sW+KbSwsLCwsPi3QGsJESiqx3+wHr21jxJE6CpBHJ2GpF59JYjhgJ+SvTs5tWMrlceP9vltdkJqGmOuu5Gx191IxqAhH/4k//WxnsEsLD5ChCHwvlqGf0+3hhlOBUI64UGCXcXP03Dqsmjkl0Ry3oXD1b/rtQKNlaYQcv6Ul/6jUzh/yttjm87cK5tLZkh+GuVFzXFBqhcCTrzTu4OgMEDTBGcP96yMbj4f6JHR1d7QJXCpdpkR0zM4vacBQ4dAa6xEToKc4YlUHmnjzMFGRsknSDzwCilpMkatmWsmyxLN//M/KCNGoB873mNM9w03ECgo6DXH6OHDZs5WKIRRVY00oD+iuQXCYZShQ0n/7kq0yko6XnmVUNFBMMxzIGVnI+rrAfC98gp0+NA7fD32LWVkIA0ZgnHggLl+a8wlJkmmiNbpFqupAcA+cyaGEAi/vyvEHlCmT0fff0GQ+owZiOZm9HPnsF8zw3StJSVBe3vcVebfug3J5SLzxz8mev48ratWg81G202T0V/bTP8v5fOzW49SmSUhS13C1oL+CyhqKqI53IyMzDvn38EhOZCRqfRXIksym6s3x0v6dKETMSIsG72M+mA9hmGwr2Efs3JmsaduDz/b/zMkJBRF4br+19ER7eCx448RMAIMTx2OTbHxVtVbAORn5eMNeXnm9DNISJzrONfjuGVkvpb/NSRJ4vETj6NICvMHzUcgeK70OebkzuHZkmdxqS7CehgdnQUDFnDT4JvQdZ03zr7B/ob9KJKCYRhIkkSmI5P6kHktj7UcI2JEaGlvwS7b+enMn/LO+XfYVLmJByc/yOi00b3uIYv3zz8scEmS9G3g4IXhpZIk3XQFAk17IYRYKUnSdyRJugOzTXbZBQ9R8zG7DV34YHV/bHmeJEnfAVZfrOOPhYWFhYXFPztGSCN49N1LEDtx3TyQ9OuGfDgTex9o0ShnD+3n5I6tlBft7zNXS3U4GDFjNmOvv4lB4yciy1dnN8cPykf9/AXWM5iFxUeJMAStL5QSOFjf842ITnC4zuZ9j2B3uT6EmaQiORdid/brOb9uEVAJ6Tbqyr19diUESExzUrqnqfcb3ZFg7LU5lOxrQAsb5IxIoK7MBwYkZ8ayuzpXlU3hC8CRJBNuN+IZXAAJmTYCvgiSIoHeTVATUHmkDRBIGCTse4UkXzWGj3j5X7isHK2jA+q75ZnFuhEqaak9w9070bQeji5R3eW208vKqP3SfShuNwkLzSB3nE5QVURzc9cuKnq6k6XERERHB6KpyRS1JOJiGIDtppuIvvVW1wYJHvD5iezda7qzLuigSN0F4qHNhjNvKL59+wBQEpNwzpoZd5bhcJD48Y/T9swz4HYjSRKtTz4O4TCax8n/DTxN5O5EEvq5qbCbjj49lrU1LHEYI9NGsvn8ZoYnD6eyrZKwHmbRoEXsqd/Dz/f9HF3XcUgOMl2Z2BUzEuHL477MkqFL+P7O77OhYgNuxU1xUzEP5D+AjMzjxx5HR+dn+39GUA+iSioCQT9PP1ZOX8m2ym2sLVnL2pK1yJIcu+Rd119GRpEUHIqDx048hoKCJjTm5M5hbclakpQk7h55N7cMvYVp2dN4/PjjhOnsbGmWM/7iwC/wa36cihMFhbAIoxkaQb3LNfj5MZ/HEAarjq5CMRSKG4vZX7efO0fcycycmVhcHiRxqaC6d9tYkjYBzwkhHum2bDLwS8xOP+/+JP1PwLRp08SBAwc+6mlYWFhYWFi8Z4QhCJ/x4i+qJ3i8GfooQeyL5DtHkDgl5wrP7r0hDIPqk8c4uWMrJXt3Evb3UbsiSQwaN4Gx189jxIxZ2F3/WDdHSZIOCiGmfcApf2hYz18WFv+eCN2gZd1pgke6iUISkKMgajSOdezkpHePmcF0RemHPfnOS3d9UzC73E1Ox9ANM/T9fSLb4KbPjCEly0XliVaK36okHNR7uLRkxczacrhtnDvWCjoMzk/l/KlWUnM8NFb08f9HLwQJrWWMKHuelM4OiRfOJScHo64OUlPA24Z9/jzw+YgcLjbdxJrWVdbXF6mp0Noa/zNh2TJsmRl41zyCiEbNUsdgEDk1BaPV2+cuXAsXENxk5kphs5mlhZ0lhBc9iTIoCrapU9CKjyCEAMPAMXUK4e6ZYm439hHDSbp7GU0//nE8r8u1dCnB558HIGHZ3diys2l95FEkm4rxm//kv/f+jPuTbuZv7Ru5du5nWXVsNRERQZVU5vaby9bzW1EkJVaSKhM0giwYsIDN1ZsZ4B5AW7iNm/NupqCygJAWwqbYkCWZz475LP0T+rN46GIeO/4Yvyv6HU7FyQ39bqCgqoBFAxdR1FTETQNu4s1zb7JowCJePfcqCgqSInHvuHt55tQzBLQAYSOMIXo+CymSgi50bJKNqIiyaOAi9tbt5TNjP8PfT/4dXeggmcLUkyefRJIlVk5dyZHGIzxT8kx8Pw7ZgSIUNEnDLtuZnTubzVWbGZc6jpOtJzEwuHvk3UzKmsRvDv6GoBZEMzRCegiX4kKWZFyKi78s/Mu/pYvrcj+DfRAHVxJQBLRKkvQfnR16hBCHJEk6BKwB7ro807SwsLCwsLC4FNF6P/6iBgKHGjDaI5feoDsqKOnOS693BRFC0FhxlpM7tnJq13Z8zX1/s581ZBhjrr2BUXOuJzEt40Oe5UeL9fxlYfHvidAMmp85RehEl7tH8qiI+YmQDBXP7OZEy65Ld9n7wCSiJt5xaXELQDddVeWHmuk3MtmcswJ2l0LY11sEUhwSabkeGit8ZAz00FTpJy3Xze6Xyhg9O5u6M+1Ewr23M3SojXU9zBmRSGOFn4riVlJyHDRW+HEmKYR8PUUx6OyaaJ6v9Lr9TDj1BH0elSyjjBmDfvw46ogRaKWlAEQ2d0UPOmbNInLsKPbxEwjvNt1O9pkzER430Xd2mEJUIGCKW+Ew2O34XnsNgsG4IGafMJ7IocMXFbfss2YikpO7FnS6mVtawO029x/L3Op5gszMr85uj1L//ojz5xEej/l+v37Q2oo6fBiR4iM0l5SSfMcdtD3/PESjBLdtjZ8H38uvIEIhWj+zmEmfuJftrgqOZwQ5PTGL0hMGsyVBRERwKk4kJLad34aGxsikkZxoO4FbcjMyZST76/ajSirVAbNBwuvlr3PvhHt5+tTTTMmYwtbqrTx2/DFzP7LEZ0d/lnpfPRMzJjIocRBbz2/lnZp3UBWVl8teJmyEeaPyDRyqgy+M/QJPnHqC1cdWowsd7QL7YIo9BW/Ey4KBCxiZOpIcdw71wXqeOf0MsiIzp98cGv2NvFz+Mj+a+SMUWUGSJKJ6lF/s+wVRI8qDEx8k15PL62dfZ1fdLrKd2dSH6hFCsKNmBwLBsVazFHTJoCXcOvxWvrX1W8wbMI8XzryAIhRUVHRdJ0iQe8fd++/ZRbGp9LLv8oNkcL0FrBNCvCBJ0qckSfpSt28S9wP3ffDpWVhYWFhYWLwbuj9KsLgRf1E90WrfpTe4CEITRM604R6ccvkm9x5pb2zg5I6tnNyxlebqyj7XSc7KZvScuYy5di7pAwZ+yDO8qrCevyws/s0wIjrNT50gXOqNL5NcCno0yrbH/kqDr+rirqEPQGJ2LpGgTrg9VpYn5aB4lqKql/4IKSnQb0QKTdXtDByVzpmDjSRlOmhvDPcSt9IHumiuCjJyehYnd9TTb3QyDWfbyR2VRF1JO9nDEjj4RtW7jpc+0ElzVYj68v+fvfOOj6M81/Y1ZYt677It2bLlJtu4FzDNmJJQQwiQhBDSTk4STiO9nkPaSTlfAikQQgcXescd27jIvajY6lbvXdo6M+/3xyutJEsugE2dix8/WbNT3pld7b57z/3cTy/Tl6VRtL2RriY/KODrkU6ck4lz9tLdFyQtrIOJxx9HTUuDxkZISIDBMsEBd5QaFYUJuObODQlcg2g5k6SopSho48fBgMA1IrAdpLDlH5Z/aVnyeVMUlIgIAocOjxpj+LXX4tm8ibAL5uIrKEAMc1w5Fy/GPX8ePQ/+Q4pbQPiFF+J56aUhoTMzE6oG8tg0me4v6uvB6SSw/W25vKEBNA3n1KkYpaVE3HA93S+/PLSPFtn9EJcDUxV4HILfqOu4wZzOHePu4MpxWylpK6Ev2EdpVylhWhgXpl/IzvqdKKoCFhR3FwMwKXYSBZ0F5MXnUdwhl6momMJkcdpiUODPh/4sl1sqn87+NH/a/ycONx/mjco3eP3E69w5/U4inBGYlsmilEVsqN3AzPiZVPdWoyoqNX019Af6McRIYUtVVFRF5f6L7+eN6jeYlTgLRVW47+B9/Nvcf+O/5v4XAsHLFS+zpnwNANvqtnGw9SBXTbiKDSc2kBGZwdGOo5R3l3PhuAupOlLF+Mjx1PTJuYtbd/Op7E/xasWrfCrrU7xS+Qrb6raxfNxybsm9hYcLHiYogkyNn0pBRwELkxayt3UvaRFpoSYNH3vMIBx/DfY9DCfePue7fy8C1ySgEmBgkvW1YZOsicCz52KANjY2NjY2NiMRhoWvpIP+Ay34jneEgmlPiRMIgJLkQrQOTK51wBjIoRBgmEGa+qqIZcL5Hj4A3t4eSvN3cGzHVuqPF4+5TlhUNFOWXMS0Cy8hfcrUT87k7/TY8y8bm08Qlt+g7bEiAlUjK49N02B/6wba+uvPi7gF0NvcCGigjgctF2f4jDGdWwnjh3UyRDqjsmYlUnmojUlzkxg3I472hj46G72jtkUd6m7Y3epFcyo0V/bK0HkhUHVFZm6dBlWH3vahbMbECRFD2VuDH48jPiYFSXFBpr75C3yRmaReNo9+gNZW+fBAuZ+SmYmokw6j4IBYFT73AozaGvy7dkNEBPT3Y5ZX4FqyBP/u3QSKj500OHVEDhcwlNdlGKGML9E39jkGW1pAd+ArKCDiU9fQ9+xzoQytQH4+7okTIRhEz8vDKCzEu2tnqLQQGBK3QApWA6KVGh8vyy11HXX8eKzKSjzPPEvEVVfR98qroY6JALhcCLeTf1xuMSnvIrbWbqU6OciDRx5kT+Me8pvltZmdMJud9Tvxml421m7ErbmZHTubfe37UFGxsEgJSyE9Mp0ttVswMVFQUFHxWT5qemtIj0gnTAvDa3oJmkHWV63nquyrWF2yGgcOAgR4vOhx7px5J+kR6fxmz28AGeCuKzqqovJSxUsjrmFaRBqd3k6CVhBDGLxZ/SYpkSn8aNePCNfCuSjjIn6z9zdSEBPQb/SHyhbfrn0boQleq3iNvOQ88hvzmRIzhfXV61meuZxLx1/KquOrmBw9mRXjV6BrOk8ffxqn5mRu6lzeqH6DPqOPX+75JS7dxZ0z7uSx4sdYnrGcwo5CJkRPYG/rXhr6GhBCfLznOd11cOBxOPg49DWfef13yXsRuH6AtMC/ACCEeGhwkiV/Ff9yLgZoY2NjY2NjI8v3gvV9eA620H+4BeEZI7F3OOPDUHUNq7IPAkCcA9HqHwhWVcCwKO0+SLu/nnA9mmbvCaYGrjiv5xDweijfl8/xXdupPnoIa4wvZbrLRc78xUy78BImzLoA7SycAp8w7PmXjc0nBMsTpO3RIgK1vaFlWnIYwU4PB9o2cqKrAGGd77wtFUf4RWiOlFOuMVzcAhm63VTRw6S5SVQcaKXiQOupdz+g/ag6tNd5UFUFa+CmTWOpPO8Lrsmkqbyb5opexjpdy4LMKTFUHu5AmHB8V+OocsTQ2AwfWdVvMqFxK6phEHtJDhHz59L/yssjc7RAilu6jmP+fBQgsHcv3q3bCJaWgUMfEoEcDvQJ4xEeD4EjRwDQZszALCqSAtYA2syZsoPhcBFjeEnpgNiF04lz7lwC+fkE9+wJlUX2rX1GnuywoHh/VRU4nRgFBQNjrg91biQ5SbqvBo8/cSJmeTlKQgJWU5Pcb0sLSvhQfmX/W29JR1lYGEJR8GbEo7f3cOAzM9mcsIfNgU0oKQqg4BM+8pvzcWkuhCmo6a1BWILMsEyavc34TT/72veho7M8Yzlb6rewqWETK8evxMDAoTgQCAxhcOX4K8mKyeI/t/4nX5v5NfY17WN3826uzL4S0zIRCG7IuYFNdZv44tQv8mzJs9w9927mJc9jc/1mFJSQQBW6nCgsTV3KkbYj+C0//zrrX+nwdpAQlsCqwlUsTV3KwZaDbKjZgFNzois6X57+ZZ4qfYrvzfseAA19DTx+7HECZoBdjbtYlraMI01HsLBo6G1gU80mFqcsJr85n/pj9Th1JwoKP1j0AyZETcCpO7klW3aE9Aa9LElbQmZ0JuMjxqPrOsnuZJ6reI4njz3J8gnLP34ZXJYFlW9Jt1bpm0NdIAZRzn237nc9axRC/ENRlH2KokQPhpkOTrKQE68/nKtB2tjY2NjYfFIxOn14DrfgOdiC0TrG3e9BBu9WTwjDEenCqOjF8pngBBEQ0Bmgi3ZiRQKNnnJO9BdR2398xC7OwzyDYMBP1aH9HN+5jaqD+zGCo7PBFFVlwqwLmHbhJeQsWIzT/X50APtoYs+/bGw+GZh9AdoeLiTYOMxJ41QRy8LZ9sjjtPRUj3YGnVPcKK6L0fQEVD35HW1pGoKZy9NQNOX04tYAmkMhKTuCsDAHE2YnomkaO9aWYxoWRtAiMTWK+JRIGkuPn3IfNceGAuybK+Q1U3RIzBgImVfAQZCckqdJbT2IkpgAbe04c6fQ8qtfS9fTGNfTtXChLD8UAvfSJfS9+SaRt34Oq7sbz5vrpBsL6F+zFgA1MxOrrg5RW0vcv/8bfVveInj0KABWVZV0dBmnuEE1KHYJQeDI4dBio7wcddw4rNpaiI/Hddml+F96GW3qVDk27aSuwT6fFMEGxS2nU55ffBw4HETccgt9Dz8sOzQqihTdAFwueQ2CQYTbjWEGcJfV8cY8eDxhT0iYG+xAOCN2BkVdRdw46UY21Wzi9tzb+duRv1HnrUNFRUGRAhYGOxp3hIa3qWaTDIIXCkGk8255xnKququ4efLNPH3saQxhcPuU24l1xPK3or/J51NV+ELuF1iStoTEsET+O/+/8Rm+EWMCSApLYsX4FbxS/go7m3biUlxEOiK5KPMidjfu5v5D95OXkMfupt24NBe3TLmFdSfWYWGxLHMZF467kBM9JxgfOZ5f7vmlfF6Fyq2Tb2VD7Qa+POvLPFXyFOmR6QSNIBOiJ7CneQ93zbwLBYWMyAyunHAl60+sxzRMjrUdw2fKce5u3M3DRQ+jqzqaqvH9+d8n1hnL9xd+/+OVweXpgENPwf5HoLNq9OORKTDvTpj7JfhF5jk99Hu6LSqEODTGsocURalUFOU3Qogfvpf929jY2NjYfBKxfAbegjb6D7YQqOo+9YoaMHg3e/CGcIOXYFAKYQIBATAsg8rewxzu2EJuzEJKuveOubtg8AyusLPENAyqCw5RsnM75fvzCXjHFubScnKZeuElTF16EeExsefk2J8E7PmXjc3HG7MnQOs/CzBaPKFlrqlx+Ot6iUvLQE10QNf5FLeiUMLvwOVyvbPNNKSDxoLWuj6qDrWfaQsAzKCgqVSW6FUXdzF7RTrRyW6mLkvG32sRkxxGZ9PoToiqA6ygPJ7hHxI4nGEaOfMT8fUFqSvuICO6m6ZWweTy50lpPSg/Ltva0WflyQ36+sYWC10uHBPGEzh0CGGaKNHRcvUXXoBAEJxOwi69BO/GTZCRAfX1WAMljVZ/P75jxwgePYo2OYewZcvwbt6CWTtGlthgGWNMDHR3QzCIc9o0AuXlMltLCKzmZhkk39GB/7nn5XUrKcExZQrBtjYcmZkhIY2MdOjqliKXqobyucy9++T4H34Y59SpBI4eheioUC6YPmUKvvIStCCcuPYCnowuYGJ5H68sUka4zgbLDdMi02jwNTAnaQ43Tr6RE90ncGtu+sw+rJMsdAErwBWZV1DRVUFlXyUWFpMiJ1HRVwHAoeZDPFf5HFGOKD6d/Wk2Vm8kKSKJB488CEBOVA5rS6WI+FDhQ2iqhtcYObeIccawcvxKttZtZXbSbGYnzeZ3+37H53M/T2Z0Joqi8HSxLB880n4EDSkMzk6azZykOfx232+p6q7iaOtRVpeu5spxV9Jv9ONUnWiKRkJYAp2+ThDwwOUPUNlVSVAE2VyzmauyriItPI0f7/4xbtVNQ18Da0rX4LE8FHQWoKFx+bjLae5vxmPI58OluhgXMY4fLPoBWdFZo18XHzWEgLr9sP9hKHwBTP/odbKXw/yvwNRPgeY4L8NQxHnvtPHRxm5TbWNjY2PzfiBMC19ZF56DzXiLO8A4w5cXFflF4qSP8WC0hd4tJ6KNngoClo+Snn10BVrOOIbMGXl87me/eVfjtyyTuuIiSnZtp3TPTnx9vWOulzQhm9yly5m69CJiklPf1bHONee6RbXNe8eef9l8UjG6fLQ+VIDZLh0fKICmgCnwTjY41rWHsr07z1+3RC0HZ+Snz65L4knkLk1CVTSO7Woa9dl0MooGmq4QGeeiu8UXqlxS1JFVTK5wHUWFvEszOLS+FiNogQBXpOzEGJPqorvJj+ZQMIMC3aUyfmY8J462YQUFmuFjzuE/oTqdRHZWoSQnQ/Mp8n8cDqJu/gz+qhME8vNDuVpDg1aGrvugKyoqirDZsxCpafiee27MfRIMjigrDC0f6G4Y2ueg0JWUBJaJMyODwNECue5g+eQgug6qAoEgamoqVlPTkMsLZPnhiRNDnRaHb6fr8nXlHXiNud0In/z3jlzIq4FffU6hLs2Jyeia0EGB65szvonT4eTx4sf5/oLv87/7/peVE1byctnLfDr70+Q35VPvrSdSjaTP6iNMC8Nv+lEG7sgN7tuBg7lJc9nTugen6iRcC+eaidewrX4bF6ZdyKuVr/KFqV/gkeJHRgXHgyxFvCzzMjbXbcaluNBVnTA9jO8u+K4sMSx+HFVV+dtlf6O6t5q6njruP3I/LsVFQASIdcZyx4w7eKLoCUxMegO9uDQXYVoYPssXEtI+N+lzrK1YS5gaxn8v+29+vffXdPm7mJ0wm6PtR7l7zt08WPAgPtNHmBbG9ZOuZ03pGtyam+snXc+zpc/iVJ0ErWDo3JemLqW8uxwU+Ovlf/1olij6+6DgWSlsNRWMftwVA3Nuh/l3QdKUUQ+f6zmYHWxhY2NjY2PzATE8V8tzpAWr/xQOqsHywxEbA5E69Boha75X8/Ba0QNMiZgLcEqn1qnQ3OFnXumk8TeVl3J85zZK8nfQ39kx5nqxqWlMXXYxU5cuJyFz/Ds6ho2Njc0nBaPNS+s/CzC7hpwPEYtT6T/STFHrbgrXbz/PI9DQXAvGFLfmXpNJwdYGgp5T33ypO95Ff0dw7Ac1SMmOpLm8D80phSLTEHQ1+UasdnJEj99roDkU9r9Zja5r6E4Vw2/h75cCQXeTn6w5cYRFuSjd04xpWFQeaENTTJRggMkVa4n2NODImo7RIU4tbgEYBn2vvEr0XV8mkJ+Pv7paLtd1HPPnESwqlm4ny8K1/CL8O3fhmjkD746dUpwai0GB6aSyxLCrrsL76qsAKNnZiNraoXVaW0HTCLQPfKaO5S4zDJxLFmO1d2CUlsrVhrnDjPJySE+H+noAtJkzMAuL0OZegHm0YEjcUhSEz0dZusreSRavLVYZ165Qk6wgBkLgBYKs8CxOeE7I4wxMSHRd59HiR+kJ9LD5xGa6Al28XvU6fvy8VPVSSMTps/rQ0Lgu+zoSwxNDnQQXJi1kX+s+NE3jeNdxdEVHExp+088bVW/wpRlfYk3xGrJjsnmo6KERZYgAMa4YJkdPpqyzjKnxU9lStwVFUdBVnfkp8/nFzl+E5k+qpvJi2YusP7Ge7y/4Pr9Z9hvqeupo9baSHJ7M08VP88VpXyQ1IpXGvkbSo9LJis5iV8MuHi18lAszLmR2ymyerXgWVVGp763nb5f+jSePPcmGmg3cNvU2vjzzy6SGp/KL/F+AgAR3AgA3TLyBWYmzeLniZTQ0nA4nye5k6j317GraxdLUpdx9wd0fvRLFluNS1DqyBvw9ox9PmwMLvgIzPwPOiPdtWKcVuBRFyQYuEEK88F4PpChKNHDLsFbWNjY2NjY2n0iMLh+eQy30H2zBPF2uFgzcvQfn/EQCZV3QOTABjgDROzBxFtDpb2Jj4xPAOxe2BvGfwnU1HCEEbTUnOL5rOyW7ttPdMvaXhciERKYuXc7UpctJzp708e4MdI6x5182Np88gs39tP6zAKt3mECkgDc1iJIahzgSDpvP4wC0RejuSaPC5B1ulegkN1VH2k4rbgGjxS0F4jPC6KjzggXN5X1MmB1Hf2eA7hYvlmWFHFjhcTqeTgM9Aozh1YgChCUQBhjDE+aHaR3VRzsRFmRMjaX+eBeTxwWIfvGPKEBUXx0KYAzmTA26pAYdWMMRAtHfT8/aZ+TvDQ2hMr9g/h4ib7sNo6MD3/r1+DfJJ8O//wCupUtkV0VVRbt4OeZbW8e8PmpMDFZfH5gmwRMnhg47vNNhWhq0tUlhbLDbomnKcZxEYHc+alwcWk4OZnl5qKvj4LlQXy+30zQc6emYhUWhMkUAoSrsv2M+fceKqPj8hWxu3IaFSfWwl4CGxiXpl/B249vo6BgYTIyYyIKMBSxKXsQDRx8AYHvDdsLUMJamLmV7w3YCVoBJUZMYHzmerY1bsbBYW76WpSlL8QvZ8OZQ6yEpaqFx5YQreb3qdZZlLGNP4x78pp+jrUfpt/pp7hg5z4hwRHDL5Ft4qeIlKnoqEKqg1duKQKCi8qmJn2JN6RosYaGYCrdNuY3XTrzGM2XPIBD8bv/v+NLML/H3wr9jCYtoZzRCCB4seBCH6sChOXCoDu5ZcA9rStaAAhtqN3DxuIv53JTP0drXyp8P/5m759zNkdYjfOeC7/DlGV/Gsiy21snn3mt5afO0EeWM4o3qN3i9+nXC9XAWpCzgrdq3KO8tZ0nqEvY17WNX0y4WNi9kRvKMMV83HyqMABx/TYbGV+8Y/bjuhpk3w4K7IGPe+z8+zqJEUVGUC4CvA/8rhDjxrg4ig08nfhQzIWyLvI2NjY3NuWAwV8tzqAV/5WlytcJUCFhD2VqOAWFICIQR6oGIEALTDFLUswt496LWcJImTuaO3/y/MR9rq62mZPfblOzeQWdD3dhDj44hd8mF5C5dTsaUaSjvosTlg+DDWKJoz7/s+ZfNJ4dAQx9tDxeMdPEq4Jlusn7L3wn4vOc3UF6fgivyU+f8RoTmUBBCYA03LymMEKeikx30tARDpYmKDsOr0CbMikNTFSoPDzmEdbeK4ZPXY3hJo+aEmRMDZGsV9Pz1L0M7iYmG7h70vDwID8fYs2fsAQ8XiDIyUN1u1KwsjM0DyqLDIUUn30jXWeRtt2G2t+HdsPG01yPlt7/Fe/QIPatW47riCozGBsziY6OfW1UFIQhbeQXu3Kl0/v3vEAziWLSQ4IGDQ04vXUedMAE1IQFj7xhzgPR0Ii5cRv8zz6JERCD6+3FesYLAzl2IgVyupy+GE5+ey9GOo6cct67oGMLAgSMUCg8wO2F2KMvKoTtQhYrH9ODAwbSEaRxtH3ufs+JmMSV2CnWeOvY070FTNFyKi35LXvvMiEzq+k8xz9DC+MminzApdhLf3PRNVk5YyYbqDRjCwBIW1028ju/O/y4bajZQ11NHZnQmV2VdRUlnCZVdlTT2NbIkfQkKCjvrd2JaJh3+DizL4pmKZ3BpLn6+6OdomhTdjnccZ2f9ztBr9i9H/xJykn171rdZPn45uXG5lHaV8mLpi6wqWSWvGTpRzig+P/Xz/LPwnygo3JBzA6tLV6Oi4lAcKKqCEyfLMpfx6wt/jf5h7hrdXQcHHoMDj0P/GJEXCTmyBHH2bRAe/452/b6XKA4EmX5TUZTfDky2ngWeGezccyoURZkD/AuQjZycPXQOxmtjY2NjY/ORQRgWvtJOPIda8B5rB+MUN5UGw+JzI6GkT34B0MFxQSKOGDe9b9VimQbCMNnfsR6AsJh4Wjur6PQ2nrPxjsubM+L39rpaSna/TWn+DtrrasbcxhUeQc7CJUxddjHjZ8xCPbmbk827wp5/2dh8MvDX9ND2SBHCN0zVcap4Z5ps3PAPAh4PZwy0ek+koIddNaa4pTrBOsnkdHJG1ph7zIkkIspJbFo4B9+oIyrJQW+rFEY0B5iD+1Sgv1suDzUQPKlSv/poZ2hdBOhuJSRuweBYBBH9Ncxo2UHExt30nHwu3fJt0ygvHzO7TM3JwSovHxK3QAbGA1aFDEFH16XINPcCgvv2jxCl+lavRh0/dvm9a+5c/EVFYFko48cR3LoVPS8P/8aRYpg6YzpWRaV0bpnyDpd3/Qas3j6Z/eV0SnFr2HGVhASsioqhMUZGysD8pCRZ5tjQQP/Lr8j9p6VhlpfjTEhk7d0XUFeUT2I3vLLIIqy7bJR4BdK9NT95PoUdhRiGMSo4/kj7EZakLCHSEcmmuk18K+9blHSWsLFuIwXtBbhUmYeV4k7hgqQLUDWVmu4a9rTuwWt5Kesuk8+LMFiatJSCrgI6A52jxC0FBbfmxq27uTrrav525G/829x/Q1EV3qh6g6VpS9ndsJugFWR16WqSwpJIj0rnmbJn+Mvlf0HTNKYlTONEzwlWHV9Fq7eV9TXrEZbAY3rwm36uGHcFGlrIObalfksoK+yvR/9KuCYjHJyaE/9AePrTx5/m4gkXc6z9GF/b9DX+dvHfONF9gsKOQu6YegePH3ucNl8bPksKoonuRJakLGF3824yIzOp6K3ggtQL2NO8h9Ly15mee92IMP8PHMuCyi2w7xEofXP0H76iwdRrYMFXIfviD83Yz1omFEL8AEBRlM8Av1MUZQXy3bYLqATigIkDPyuBTcCDY3X6sbGxsbGx+bgihCBQ3SNFrYI2LM/YuVpKvBPREUC/IB7jqLwzrQUHjFuaArpC8GgbHiPIvsY36A3KdUJh8aMbSr1n2utr6Giop2T3dkp376CttnrM9RwuNxPnLWTq0uVkzZmH7jg/nXBs7PmXjc3HGX9lN22PFSECQ6V3EZdn4ov1sfXx3zNlyUWYpknR5nXnZwD6FBzhV6Od4sbEyeIWnFncAtAdDioPdZBlSTEpPNZFb2sQVYfZKzI4tL6ecTNiqS3sImd+EiU7W0doeGOJaNFJTnpaAhg+McLlFUEX/SKazI69RFbsGhjksJ0NliQCnKKjr1VXizZzJmZhoSznW7AANSoS/8ZNcgWnk8ibbqLv+ecI7hnbLW3VjH0TKNjaIkshhaDlO3djtY/dWdKqOoGi6ygZGUOCVVgY/l0D5zRYrjgMMZgnNuD4ok92olSzsrBaW+VjpgluN2ZTEy1Lp/DPpR1saNwDMxUcA20ovaaXGbEzKOoqYlHSIg60HsDAwMQk2hmNNfBkXJx2MQnhCdT01FDQWYBpmRxpPYLH8hChR9Dh72BPi3THaWgsT1vOtvptVPZVMjluMuur1qMjSxLLusvICM+g3iMzwra3jM6Xc2ku/KYsZ7xr2l3ous6TxU9yx4w7WDlhJQ19Dfzp0J9YX7ueJalLKGwvJBgM8lDhQwghUBVV/v20FvFy+cu8UfUGfsvPmtI1hOlhXJR2Eetr16Ohsbl2MxYWTtXJm1VvIlTB7/f9nr9c/he+M+c7PFb4GKYw+dqMr/Fo0aPcNfMuLsy8kNy4XB4peITeQC9vnHiDY53H+PL0L5MSnkJvsJdXq17lczmf4+XKl3mi+AmunHAlu5t3syJzBSlNYRxqPoxP+Dix5SdMj8mGtFljvj7eVzwdcOgp2P8IdFaNfjwqDeZ+CeZ9CaLT3//xnYH33EVRUZQY5MSqC+gQQpym7uKjh22Rt7GxsbE5G4ItHjyHW/AcasHsHKM18iDROvQYaNNjMIu70SdFYVSclH2lQUVYCRUV+xBG8Kw6IJ4LFFVDWKM7JgHoLhcT5y4kd8mFZM+Zh8Plfl/G9H7wYSxRPBP2/MvG5qONr7ST9ieLEcGTlJxLo6nuLaJi/15aq8rP09Enorlz0Vy5p++WeFI5YWixBmKMjwpFg8hYJ73tAVAHtCUDVE3BMgWKBgkZ4bTVeELbuKM1fD0mmq5gCRHar+qA8TPiOHGkE1TQBkSv4R9RiuFjzuH/RyAsmaTWg6gwSghSMjMRdXUQFwceD9rs2ZjDy/kGOyOenMnlcslAeU3Dfdll+HbvDglIOJ2QnQ0lJae+dqdi0GUFKNOnI0pLQdOk02v37pGC3ABaTg5mVdUogQsIZYThcKDGxWHVjS7tCzo0TJfOTz8bpC7VEQp/z4nOobmvmaWZS1lfI93hgzlbgzhxoqpqyIWUF59HYUchbt2NpmjcOf1Onih+gmuyrmFN2RpuybmF2p5aDrQcIEgQHZ0gQb4585s8VPTQmF0Qx0JXdL4y4ys8UvQIQRHktim3sbluM56AB4fu4Pvzv09WdBYvl73M6rLVACxNWUpmVCavVb6Gx5KvsVun3Mprla/RZ/ShoxPpjGRx6mL2NO3BoTlYMX4Fr1a+Sm9waB72ndnf4cLMC+VzpChMiZ3Co4WP8uTxJ/nbpbIToyUssmOyUVWVnOgc/nDwD8yIm8FPdv+EWFcsX5z2Re47fB8Ad8++mydLnsQ0TSxhEbACOC0TjzCIUJx8ZeL1fDl6GmrezaduVnC+EQLqD8C+f0LhC2COMY/NvliGxudeI62Y54gPXRfFgQmVfZfQxsbGxuYTh9kbwHOkFc+hFoL1fadeMcEJ7QEI01BcGgIDyysneUZtL+1RLUT3xXG4awthaiQNfeV0+prep7MY4mRxS3e6mHjBfKYsuYiJF8zH4f74iFofdez5l43NRxdPQRsda46DOaQeOWbGUdVymPwnn8cMnqIT4dkwKNiMwoHiXACA7l5wStfWCE7hgxhL3Bpc3ts+IBJZMGVpMiW7WkieGEFTWR/CZIS4BeDrkTszDYHqAIdLIy4lnMWfyaavLUBDSQ9zVozj8KZaAl5TDkqAohhMLXma2L46lL4hUSfsihUAeNdJwUYMCj7d3bJz48GDoweuaVJYGLh2Snw8omMg88s08W3cKAWviAgcM2cS3L//HYtbzsWL0GNicS9fTsdPfwqWhSguHrhwAv/u3biWLMZ/6LDM2BrM2VJVGSAf2pFT/gwG5fM8uJ5ljRC3xMD/NfMy+euMOtAEek4Ozv5GvEI62cp7yhkfOZ5oPTq03fAyRJfqwm/5uSL9CrbUbcHEpKCjgFkJs6jsrkRYgtb+Viws8hLzeO3Ea7x+4nW8hhdd0XEoDr42/Ws8Wfokh9oOYQiDOEccncHOsa+R6sSyLAwM5iXOY1XJKoIiiFNxMjN+JrOTZ1PXW8cTx57gF7t+QZgzjL9d+jeSIpIo7ShlXc06wtvDuS7nOtaWrsWluniz8k10TWdp4lJ2Ne3imuxreKvmLe6YfgdpkWlMiJpAXkIe9f31tPS38MaJN1iavhRVVRFC8B9v/Qefzf0sTxY/icf0sKN+B6tKV9Hp6yTKGYUqVK6ZeA3b6rYxK2EWEXoE35v3PbJjszENk4ePPUxyWDLfn/d9GvobeKz4MYJGgG90dJFpCLKCfqY1PIzijIDkqe+/gyvQDwXPSWGraYzMNFcMXPB5ma+VOPn9Hdu75EOcZGZjY2NjY/Phw/KbeIsGwuLLu04djeLWwCcn7s68eAL5rThzYggUyEmzr7sHJyqlrQc43LGZWGeydGoNv3t7yi8q5w/N4SB7znxyl1zIxHkLcbrD3tfj27w7FEX5KrBfCHH4gx6LjY3Nqenf10TnC2Whzw7FrSEEeI41U1Sz5d2JW6o2ZG061WeGloUzfNF57Wg73NmVNiWa1ImxHN/VQlOZvAEUFqPj7R7p4EkYF0Z7veyyOG1JGgBF2xsp39dKxYFWAl6TiDgHkxckU7S9ASyLxJYDZCklRLUeZMTZqCrePXuJv+OLeN/aKh1YID9LLUv+NE5yEAkhlw8GxyclIVpbUVJSEG1tYJo4VlyOsXMXriVL8G3efPrP5fh46OwcVSYZyN9DMCIC386doc95LScHs65Ojs008R84CA4dggJl0kREY5NcNxCAQADH7FkYFRUIY+Ai6/rQ+Qz8HDxq9ewUXhzfTNfiGKr7Bm6Y9VUyK37WiED5mr4aavpquCLzCvY070ERCtHOaGo9tUyOmcwlmZfwUMFDmJgsTlpMb7CX6s7qkKNrbflaAOr76mUpowUrx69ke/12PKaH8p5yglaQ/KZ8NEWjK9g16pINhtgHrAALkxayt3UvR1qP4NAdLE5ZTHF7MX84+AcUVcET8CAQ+C0/TsvJq5Wvsq1+G9+Z/R3i3fFsrN3I9ZOuJyUihcWpi1FVNeTCWn9iPQJBXmIev977awxh4MSJpVjoms53536XN6rfYGf9TtaWruXPl/yZvMQ8nj72NJHOSDr6Oni46GG+OvOrpEek09DfwMNFD7OmZA3fmfMdGvoa0FSNJk8T9x++n9lJs/GZPn61917cjnD0oI8fZ1wJR1ZzVV8AFRXMIMy9A7KWQMrMU7+uzjWtpbD/YTi8GvxjGMDT5shsrZmfAWf4+zeuc8A5F7gURXkA2HAuWlvb2NjY2Nh8GBCmha+8C8+hFnxF7aNLSk5CnxaLFu3Ev0eWFgaLOsFn0tvRhguVgOVna8EqUsKyQt0PQ2WIw0sThEBRVcT57J41jIiERO76499whn20JjPvFmEJ2upO47z7aLESWKkoylygE5nFtVEIseWDHZaNjc0gvdvr6H5jKNNGcWskfms21fsOkP/Si+++HN0y0VxuTL/vFCukoodffV7FLYDwaJ3+TgMUaCztoaWqj+G55N5ug+wL4vF7DBpKZPB7R4MXTVUQqsCyTDqbpcMrLEonLSeaqsMdNFZ0U/V2BdlVmwhLDCe5ch3qYDnh8BtBloXqctLx5FOhwGslJQUxmEc1eP4nCVSRn/0sfdu3Q329DGdH5lvpOTkY5eWYx44jvF58mzad+SIMOr9Aur4Mg6h/+Qa9jzyK8PkQpildWA6HdGYN3tTSdQgE0FJTMWtqEBWV4HIRsXw5rosuwvPGG/j275eincNB+FVXomZl0fePh0KliwJ4Iw864+D1xe2Ymk66IUvvUp2ptAfbqeyqZEXGCjbVb0JXdExhIhBMjpvM5VmXU99Tz/H249R6ainsLERTNfxIoXBP6x4EgtSwVLq9I0WRiq4KPIYHp+Jkd8Nu7ppxF+Vd5RxtO8qytGXsatyFxxjp3hvk4oyLSQxP5JnSZ4hxxgAwO2k2RzqOkN+cz3dmfYd2Xztxrjj+WvBXovQobsq5iaSwJO4/cj+35d7GHw/8kf+c95/MTp5NdU81Txc/TXpkOldOuJINNRvIjctFCMEPdv6AvLg8eoO9KChcP/l6Xqt8jYAIcKT1CH3BPh4pfgS37ua1qtdYV70OXdFpFa2h0PnVx1fzvUXfY/Xx1SDglsm3IITgL0f/QpgWxqqSVVwx4Qq21W7jdtd4rq0vQU3JQqndytTqh1B0FzjC4arfyrLA4pfg+MvSIZU++8yvsXeLGYTjr0u31om3Rz+uu2HmzbDgLsiYd/7GcZ45Hw6ujcDm87BfGxsbGxub9w0hBIGaXjyHW/AebcPqP8Nd9QgV+i1QQCiExC012Y3Z4iVg+Nm6dzXxkel09DXgcfpC4tZpx/E+iVsAPq/vYy9u9XX6qD3WQW1xB7XHO/H1vYdSoA8Xa4UQz0Mon+vryFD6GOAg8LUzdWC0sbE5Pwgh6NlQTe9btSOXmyZ7n32GA/lvoKjvTXw6pbilzSR5ytX0NA2rK1SB9/jR4o7R8HWPrFXs75QuIt2pkrs4lYqDLYybHkNfV4C26n4UDXrb/bTV9IfyvYQJJgIUOLZj4HNTg+iEMI5ukNcrvOBtZh18gci+OpRaIDwMjGHCkKKgTZmMWViE1dSMNn48lmGgjhuHWVY2NMCxnFcuF30vvjgyf2sAY0CAsurrz3xBTnZcO50hB5nD4RzKBtN1FLeLqE9fS88LL0jnmKqGHFjmsLB6dVwm/evW0b9pIxjDrnUwiOfNdeB0SsEM8Opw9KocHp9RGcpxUlBo8DUA0BRoGrgEgt4B0Wt4HlZJewn/LPgnAeR10JAlrEfaj5ATlUN5bzkz4mZwrPMYLd4WlqQuwQga7GvfR15CHl+c9kV2Nu3ENE2EKni06FGCVhCX7mJT7amFwZyoHA63HuaeeffweuXrxLpjATjacRS/6ee2KbehqiqrSldx+5TbiXfH84XcL7C6ZDX/Ofc/ufuCu1mUsojXq17nd/t+h6Iq0uFl+Pll/i853HSYNWVrEBcKjrZK51pBZwG6ouPSXMxOns3rJ16nL9jH7MTZpEamsjh1MZqmkROdgxCCmfEzebv+bXY27MThcPC9Bd/jyglXUtdTx/2H7+fVqlcJd4Rz65RbuXbitdT21fLng3/m38IncdXep6Qs1rcdRFBmV13zB0iYDO1lcOxlGL8MqkeH7J8zuuvhwGNw8AnoGyP+In6SLEGcczuEx5+/cbxPnA+BqwLZyedjFXZqY2NjY/PJINjiwXOoBc/hM4TFA7gUlOnRiEPdUtyK0qDXxCzuQiAo7ztCjSgnrNVBb7CDrkALXR0Dd+jH6E71QXOqgPmPMgGfQUNZlxS0jnXQ2TT2HeSPARMH/zGQz/V7RVEOCiE2D7i6fjjwv42NzfuIsARdr1TQn984YnkgyWJ78WraS0eHgp8TlFRU9yU4XGkjxS0YJW65IjT8/e/s/d/XbYIiOx6GRel4ugxylyYR9Amy8uKZsjCN1IkxbF9dStBnEpceRlezV4pbDFRVDqsWjMtw01nnIybVjbcnQISvlTnHH6TPiiC65QDqsJs9aloaVkUlOJ1E3Hgj/WvXYhYWhR4fFInMnpM0/fR0aGiAsDAwTdkZ8eWXT9ldUV6rky6Wpkkha3D5oHA1YYIMj29rk8sDAUhKgtZWtNQUIi+6iL4330SJjkb099P78styO6dDWq9OPo6qEnnllfSU/22EuKVOnIhVWQlA0AigAV1XL+LtOQ6eFrvlEzLAinEreKv2rVBofLIrmRZ/C3ua94w6zS5vV0jcAkJB9ADVvbKjcmFnIQC3Tr6VlIgUnih8Apfqoqi9iNerX8ehOjANk8yITIo7Zb5YIDhyshOuheMxPegDMkR9fz1upxtLWPgNP69UvIKK7H4YpoVx7cRrqe6p5vYpt3PP/Hu4MfdGLMviqZKnuHfPvUS6IkmPSEdVVL43/3tkx2Szq2EXjxQ8Ql+wj+fLn8etuTFMg1erXuWWnFtIiUghNSyV3+7/LVnRWfx40Y/59d5fMzF2IjlaDgC5cbmsr17PpppNbK7bzD3z7uHOvDup6a3hivFXsL5adm58zPkYP1zwQzRF5c/7f8+NsdO5Kmo82Xn/Sm5/HwpPyROf8wXZKeH4q5A4RQq8634AQS8cewHccaOek/eEZUHlW7ITYsmbo4PzFFWGxS/4CmRf8sGF258HzofAdSvwdUVR9iHdXJvsPAgbGxsbmw8zZrd/KCy+sf/0K4dr4BmYKPgFml+RU8fxOo2uBhK6Y2h211PXdJya7gJoPd+jP3c4IyI+6CG8ZyxL0FrTGxK0miq7scxT56WERZ27TkAfMM8pirIBeAA59+oBsgGEEAcVRTnHs2cbG5szIUyLjmdL8R4e+UEgEFhNXizj/N1U0MIuxeFKO6t1/d53OQ4Big6eLimg9Lb5aSjtob6ki8TMGISwCPpMYlPddDYMiUiKNjq+srNOOtC6m3w4tCD+unrG3XAxnffdD4A+cyZGoRRYrAop8CgOB1b3SE+FIy+P4PHjMoQdICsLTpyQ/25okMJCMAiWRd/zz0sR6nQC1yCDQtbJZZ4pKdDUNHSMQVQV1+Qc/K2tWM3NpP3+d1QVFWEMiG9iwN3lXrpUlh6efBzLQtN1eT4FBaGHu9MiiPj8d3hhxz/Ym+knrVuheUE7DZ6mEWPT0Nhevx0DgzA1jDlJc9jdvPuUp3eg80Do3wsSF7CvbV+oo2KYHkbQCKKh8c1Z36TD18FfjvyFz035HBtrNrJi3ArWV65nbupcttRuCYlbIy4HKhYWHtODU3VyScYlbKjdgGEZfHnyl3m96nWCBEdt80TxE2yo2UCMO4Ybc28kNy6XY+3HuGr8VawqXcXXpnwNIaQDcGLsRFRV5YXyF7h24rU8U/YMARHAaTnZWruV3mAvyRHJXJh5IS+VvUS/2c/uBnlNNEWjureaP+z/AwYGP5j/A/548I/cM/8eBIJf7/k1P1z4Q+4/fD+HWw+ztmQt35r9LTRFQ1EUrnSnkV1fS27Ft1FQmKrpMGH5wJkocOxF+fws+Tak5kHDEQh4pVh68Y8hYaJc/l7xdMDhp6Ww1VE5+vHIVJj3JZj7JYjJeO/H+xByXhxcQoh4RVGygRXAjxRFiRFCXHkejmVjY2NjY/OusDxBvIXteA634K88g+nYASjgGB+DnheL96Xq0OzcKJVuraMFb3G8Y9dQWDwQmZhMX9voTBV3TCy+7q5ze0LnABE8u/bdHzZ62r3UHeukpriDupIO/P2nPg9NV0nLiWHc9HjGTYsnMSOSr/zhfRzseUIIUaUoymeB/0WWJgrgGwADc7LsD3J8NjafNKyASceq4/iOd4xYHiSIZRocbN9Ep7/5tPtQdR3r5FD0s0BxLCU8Jo3gqSK5AM0F5qBJ+QzlijHJLno6/ChiKMt+EGuY0bmhVDqmZl+eCULQVCl/72ryobsUDL/84JwwM5ba4m5ZmngSaY1vk16/g+DmOvxXXy0Xut0YpaUnnYCK8Pvwrls3YrF7+UVS4BrkZOFJMKLzIA0NQ10UTxfwb5o4pkwh2NAgnVqDJYkNDaEySUwTMjJklpdl4d+dj5qSgnPhQgIlJcT+6zdp+9GPQ24tLTUV3+HDI8ojHTNmEDx6FBwOOv/x0JD4pusIw8DcX8CqpTrrl+r4LZMTmYBHnuOgIAXSgWUOPFmfzv408a548pvzuSzjMnY27CQpLIlaz8iS2ThHHBenXczGmo3o6IQ5woh1xlLbX4uCwk2TbiIzKpO/HP0LV2ddzT3z7mFG4gz2Nu6lM9jJ5tpTpxRNj5vO9ITpPFP+DAErQLevm7y4PAo6C9hYvZHynnLy4vMo6SghQICLMy9md9Nu1tWsI0wL47tzv8uOuh0Eg0G+vunrmKbJd2Z/B4HgD/v/EMqXsyyLmyffzFPHniLcEY5hGQTNINvqtgHQ5mnjm5ulSLcsbRmPFT1Gr9GLS3MhEPzXvP/id/t/x5aaLQhLkBWTxe6G3XQHuqnrqWN5xnI2V23mO3O+w2I9nqeEyR/3/5FJE25ialAMZKoZ0nV3/EVCtbjpc2SXwvy/weTLoaMcDI98rK8ZDj7y7jO4hID6gzJbq+gFMMb4w89eDvO/AlM/JcskP8Yo4iy6MymKMudsXVgDWQ/zPi6hpvPnzxf7h6vqNjY2NjYfWUTQwnu8Hc+hVnwlHSNatI+JC/CDdkEcutOB/1ArBAQCgRKmYHksCnp2IkzjrPK0PuxccN3NXPb5Oz/oYZwRX3+QhtIu6o7LHK2u5tOXHSZkRDJuWhzjpseTnhOL7tRGPK4oygEhxPzzOeZ3wzuZf51hPxcAK4QQv3/vo3p/sOdfNh9lLJ9B22NFBE4MK5FTIWgF2dfyRqhk/Z2gOJ2IMXKiRqDmoDlz0FxTUc9hydHwJo1nInF8BBffnsu6BwpZcN0Eago76Wnz0FYz8n06bXIkjWVDTT6iYsHTFWDOoT8R45G5UQgBhoE+OQfjRPWQAKUPeDSGi39RUdDbK4Pd/f4hJ1RyMrSc4VoP7158CiJvuxXP1m2Ez5lD35tvnvlCDM/kcjhQ3W6EAqKnd8Rj7iuuwLdxoxxGZiZYFo4JE/DvHnJbCaDikhzeimuiMtZHRYrs/DjYfRBgZtxMcmNzeaHqBcQp2zuDS3XxiyW/oLanlrfr36asuwyfOSSIOFQHWFKIdSgOgkJecwWZbfXtWd+m3d/OtrptLEpdxEsVL406noIcW1BI15eqqhiWwZLUJexq2hVycy1JXcK+pn2YmLg1N1+d8VX+WfxPvIYXt+Zmefpy9jbv5QcLfsDRtqOsKlnF1ROuZl31OgSCWyffyjNlz/DtOd9mafpSdjfs5oljT+DQHNwz7x4mRE/g5bKXWVW6KlRWuThtMYqisKthF2tK1nBZ5mW8UiXLIsOd4fzX3P/i57t/js/0cXvu7dww+Qb+fcu/kxWdxYHmA/iFn3+b+Fm+EjMNNvyU45oJS+5mav5DKBd8ST5be/8B066VXQqdEfKP51N/kq/JDT+F29ZA2SbYeu/ARY8CTYc7Xn5nAlegHwqek8dpPDLGkx0jc7Xm3wVJU85+v+8z53oOdrYOrv8FzsqBNZD78LEQt2xsbGxsPvoIS+Cv6MJzuBVvYRvC/w5KMcJ08BsYhzowByZ3IGjsr6TQ2EtkRwS1nlIQ718Q/PmkqfT4mVf6AAgGTJrKu6kr6aDueCetNb2n7dIeHu1k3LR4xk2PJ3NqHBExrvdvsOeWs55/nQ4hxCHg0Hsfjo2NzZkw+wK0PVJIsGFkubuwLIo6dlDb/+7eZ88sbuXhiLwMTdNOvx6gO8E4w+4SJ4RjmRYddb6zFrcAupo9dDZ5CPgMtj5VJrWcge2Hu8YGxS1VB9UymPzW/6GZJpF9dThnzyb8kovpuu9+UBSMsvKRBxEi1DlQGZeJqK2D3l6cs2cTKC6WApKiSCHsZHErNga6TnJtnyxuORxSTBsUyQA9KZmoyy6l+7XXRwfKx8VCZ9eIXSjZWYhK2THTfd11+F57DffFF+PbsGHEtr6tW4eG0dlJwte+SvsDD8rTBAxgw2x4fGEFV2V/iiR/FxXN+SQ6E+kN9JLkSqLR30hhZ2EoI+tkpsVMQ1VVijqLUBWVo61HWV26GrfqxrRM0t3pNPgayI7Ipqq/ChUpjk6NnUqYFsbetr0hEevRokcxhIGqqLxY8eLIc0ZhVuIsbph0A239bTxy/BGuzbqWOclzONp6lDVla7gi8wqiHdHsbd7LnqY9rBi3gtz4XNIj0/n9gd+jobE4eTH5LflsrN3Ibbm3oSgKW+u2cnXW1dy7+F7iXHGsq15HUngSse5YlqYvZVfDLu4/fD9hWhg/XPhDrsq+CkVRyI3LJSk8ibSINLJisrj7rbu5/7L7yYjKIGgFebXyVTRV485pd5IZncn4qPE4VAdCCK7NvhaAz075LPcdvg+BINISLN39TxTcsPhfmLb3HzDuIohIgze+D7oDVv4KuqrBFQdX/xa662Dzz+HWNXDlr+TF2vM3cETCsn+HuAmw6WdjPndj0loqRa3Dq8E/RgVC2hyZrTXzM1Jg+4RxtgLXCkVRJgghqs/raGxsbGxsbM4BQgiCdX14DrfgOdKK9S475YmuIK3eOhq85Tjiwwl2ePAYPaEvKJ2KQnRKGj1NDedy+B8c57eD/FljmRYt1b3UHZeCVmNlN5ZxakVLc6hkTI4NlR3Gp0eEyhU+4tjzLxubjxBGl4+2fxZitI3MdPLj41jH7rN2+uruMAzfWeRCDeK4AlfEzNO+76m6EnofHRS3ThUunzU7nhNHOtAcUuiISXXR3eInPEbD03lqtSsiUSfYJ+ht98rsQ0uKNKqmYJlCilsaDOaXTx4fILW3EO/G9UT11YU+ggJHjqCnpsgxrrgc/8ahLnxKSgqieai0U9QOhPTrOoEjw1wshjE6LwtGi1tjMegUG8zcEoKuf/4TPJ6RYdxxcdDZKcWtxEQZMB8RDv0eRM1Q+Z/v+eflz02bZHdFy5LOtLw8jGH5WvT3SxlJ0xCA1wkPXgn5M3Q0RWNr7VbMAbWwLSDD7Bv9snnBzLiZRDgi2NMyOkD+WPcxeYnQ+cnCn5Adk80rFa+wLGMZG2o2hDotnug/Acj8rpyYHAo6C3CqThw4yInO4VjPMQIiQNAaOadyaS78pp/5yfM51naM33b8FgT4hZ9nyp9hQ/UGFqYtBGBL3ZZQgL2KyobaDexp3sOPFv4IS1iYwmRu8lwKOgq4duK1rKtax4sVL/LV6V9lbdlaNtdvZlv9Nu6YcQdrj63ljml3cKLnBE8WPwnA1/K+xlXZVyGE4M2qN5kQNQEU+PGuH/OtWd/CZ/qo7Krkj/v/GHKD+U0/jxY9itPh5Pvzv4+u6iCgunY7f6l+lW9PuJYYRwxfzFzBhXsfY5qnGxZ8DiZeCjHj5NwpPkeqtQu+Ln/f9hu49MegKrD7PvlY1Vtw4HGZfyWEVHzjs2HmTZA89fQZXEYAjr8ms7VOvD36cd0tBa0FX4GMeafezyeAsxW4FOAfvIO7iOfKVm9jY2NjY3O2BFs8UtQ63IrZcZrwkZMZNuEevEsphEVN3zH2tL0uH+hmdBmDEB8fcQvo62j/QI4rhKCjoZ+6453UHe+gvqyLoO/UX6IUBZLGR5E5TTq00ibFoDvO7Fr4CGLPv2xsPiIEWz20/bMQs3solCqQbPHWoScA8Y5KEs9e3IpAC78O3Zl6RlF/xE0CFXSHesrOia4IjYh4B0GfRUJGJF0tXrDA02kSneIkLMpBc/nohiz9bQYocGh9LeawCIARjT4GDunQLaJf/D8cvbWMlQjk2bwFIiKImDED/67doWD4mM/dgr+kFO/69XLFQWFpsFxx0F11sstqYjYMOKrOClVFcbmIuusufAcOoERG4t+0Sc4BBo/Z2Tm0/mD3xH4PSkoyzouWQ08P/g0bRgbUB4Mh4U3PnQJ+/1C+mKpgmia9WoCXl8ORiQrVqSooMlPLqTjlHEVARlgGGeEZHGw/iIVFZXflKOHpZAwMdE3nRM8JTGGSFZHFpKhJ1PTWoCgKARFAQUFDo8nbxNKUpexqliWFx3qkSDb8GAoKcxLncLxD3vTb37IfDQ0Dg5WZK9lWvw0hBCsnrOTZ8mdHjCXZnUyLr4W8+DxqemoQCL407Uvcf/h+Hj/2OKqmct3E66jtrWVn407afe2gQFZ0Fn+67E9MjpkMAh4regzTMvnhwh+iKvJaFbcVk9+Yz58P/ZloZzSKUPj2nG+TGp5KX6CPl0plwPy6E+tYlLqItxvexsQkYAQQQvCDBd/nj3t+Rfbuv/P/Fn6DKTv/zqSrfkVuzqdQYqdDVw3sewiKBhxsqg6Lvg4r/wfW/whW/hpufFCKXk99BnxdkH0pvH0fzPosHHgMrhlIDNj4E0iaDGmnKE3sqpXrH3wC+sd4D4mfJEWt2bdBePxpn/9PCmcrcM0DKhVFuUcIcbZRrOfEVm9jY2NjY3M6jC4/3iOteA6fRQfEMRAIFKFQoR6jvG4PuVHzcapuCrreHv2F5AwZHR91TJHzvh2rp80bErTqSjrx9p5+Yh6XGk7mVCloZUyJxRX+8Q5JHcCef9nYfAQI1PfR9kgB1rAGF6YqMBr6eafi1nAiE5Pp72xHmKcQ/F2fGrtTokooOF53j5E5bYHhH/vzzB2tULJrqOtjy4k+0qZE01jeAxb0NAfoaR67vjEiWUVXHHQ3+0csd0aoBPrl8WIigkw48ADRS5bg8DaCrqMkxCOaT7pGhoGakkLX40+Q8vOfoaoqvto6Ou+7T+ZsAeq4cVi1A06pQRFpUNQSAn3yZNQJEwhs2nR6cWuwJHE4moawLHoeeCBUphhiUMwazjBBTTS34H/uOZSoKCKuvhrP9u1EXn8d7lmzab33Xrk/nw/fc9LZRXw8oqMDvyLoffxB/nmpSfnsVFqDQ8cJ08KYnTCb/JZ8AOq99dR760OPe6yhjLNJkZOo6KsYNcS8+DwONR/ilfJX8Akf/zj2D3mqaNyUfRMvVr2IIQzmpMwhvzmf3kDviJyv4cxNmstNk2/i93t/j9fysiJjBdsbtiOEIEKP4JLxl5AQnsDa0rUoioJTdeK3/JiYaGi0+dpYlrqMI61HEIrgd/t+x3fnf5d/nfWvlHWVcbDlIK9VvcbOxp0sTV3KjIQZzEqahRACy7JYX72ep449hdf0EjADqKpKk6eJ+w7dR4QjgjAtjCWpS7gg+QLWlq4lIzKD8VHjceku9rTuQUHh4vEX82bNmzhVJ27djSUs/u/Q//GXvLv5a0sHuZfeizLjRvD7merxwM4/wcHH4ZYnIWcFtJbIi1G7F976FUy7Hjzt8Ob34EuvSEfWVb+B0jcHxDABBc/Cp/8oXVt1h8DfKwPph2OZUL5ZliGWbRgdg6FokHs1LPgqZF880lVoc3YC10B2A4qibFYU5bLTBcgrinIT8ENg7rkZoo2NjY2NzUjM/iDegjY8h1tGhviejEsB/6lL24SwAIWSzv0c7pDdf/b4X39nibofeXQgE/RUkicuP+Pa75beDh/1pZ3Ul3RSX9JF7xkcdpFxLjKnxklRKzeOiNiPbI7Wu8aef9nYfPjxV3bT9njRyHxHBfY0vUpvsP1di1uA7MKrakQlpdDbKsvytMhxmF4FxbEEpzt97A2HfR8eq6Ha6fD1nPSZqUJj6Wk+Z5HB8m01/fS3WIAUtxQVhCJtqPOvHceuNVWAQmTVXhKbjsOL0vWj5kzCKh8txqAoWBUVoCgEGhroeuifOJcsliJSXCw0NmF1dOBcvJjA4cMjA+cHxCajrAw9LGzsQQ/L19LGj8esGBqDkpmJaG8HrxfF5ZICo6qiz5uHsW/f2PsbIxgybNlS+ne8Df399D7/Au7Zs8EwcMyZQ3D//tDxg54e9s/QeWGuAbpJdYoCwZEi2vXZ1/Na5WuhsHeAy9Mup6i9iKZAU2i9mbEzKewqJCMsY4QAFqaGcazjGAUdBUyKmkRFbwVu1U3QCmJi8mLlixgYLExeyIGWAwAUdBYwFgoKJR0laGh8acaXeOL4EyRFJBEQAcK0MK6beB2/zP8lppCus1cqXsFv+XEoDgQCQxjkxeWRHpHOzqadhKlh9Jq9/GrPrzCFidf0cnXW1Wyr28btU2/nzRNvkr87n3A9HIfqQFFliP3KCSt5rfw1nE4nAGuPrWXluJXkxOTQ4mnhmYpnONB8gG/O+Sb3HbqPuy+4m0eveJQd9TtQFIW0iDR2Ne3CNE1+tPBHZEdNQKncytSIcSgmMpj92Mvw1i8HRCYFFn5d3uzsrJC5WaZ0FjLtOil0Lfi63EZYsPPPkP93+XpMnweNB2Hpd2D6DVD4ArRXQaAPjq6GzAugvw0OPQkHHpUusZOJSoN5d8LcOyD6FH/7Nmft4ALkREtRlM8oipIlhDgxuFxRlGjg68iJVSyhfpg2NjY2NjbnBstv4itux3O4BV9ZF1in+ZhxAEFGiVuh8kMgv+UVAML16NG5KB9rcSsLeXvfjxpxY2hiCNDV8O6yysaiv8tPXUknDaWd1JV20dN6+pIbV4ROZu6QoBWTHPZxydF6z9jzLxubDyfe4x20P3UMjCFFyRfuQ/fpZy9uKeooh4bmcmP6h5SpQXELwAwuwR2dOWo3kQkO+trf23u4og0Fwidlh9Fa5T3VENEjwBgwTbfV9OOMUAj0i9C7kLDk/pxuDf+bG9B8ycR7qpl3SQJ9jQPZVXFxWCeFsw/ivvkz+J5/gbCbbqLntdcQ/f34t7wlH2wcEHR8PgJHj6JPnjyUZaUo0pE1EMpvHD069skOc2UNF7cARF0d6DrOJYsJFBSiJCUh6upGiltOZ+gYg6jz52MN6/5qWYLIT3+avtVrwO+n/62t4PcT3CNzstpmjmN1Vj2NiQr1GS5MYREQQ/uMd8bTEejAgYOEsAQCBELzGBWVbY3bMBjprirpka6iKD0Kt+LGJ+TryGvJ5zLZlUxFrzzfOYlzyG/JD7mvVKFytP1oqHPiIAoKuqoTtIK4NBcXJF7AnuY9/Grvr1AUhU9nf5pPZX0KgFmJs/jd/t+FHGVXjb+K/c37mRM7h8Mth0OdFQs6CyjoLMCtuVmWsoxNDZtwCAc/XfRTCtsL+a+5/8Xmus2MixzHrIRZNPQ1sLpkNf81779Cc4P7Dt3Hj5f+mKzoLGAgDP7IfQBcOV4amRVFYVHqIlq8Lfzfvv/jPxb8B+NjxvP7/b8HAXfNuIunjz/NRMNkWtNxWP8zmZ11xS+lAys1DzqqpFg163Nw7BUofB5UB1z5SzAteOM/oHoXXPlrKV6NWwCHV8GBR2DeVyAqBbbcCxMvg6V3w44/wdZfwsU/lkHzBc9B0xGoPwhjlZlOvFSWIU65WnZbtDkt7/gKCSGeVxTlu4qiPAjMB74B3Ix8OzsI/GZgnWfO7VBtbGxsbD5pCMPCV9opRa1jHYjgKUoET/5aPzg/iAPROViuIH/0BNrIb3vtPd1V/2ihyf/Va9BdflRn7inbx6flvvtuO56ewJBDq7SLrmbPadfXXRrpk2LImBrHuKnxJGZGoqi2oHUq7PmXjc2HC8/hFjqeKR1xs8VSLLaVrSZj5iy6KltPs/UwxujCO1zcGn7DRXMvQ3dnjFpf0XhP4lZ4nI6n0wiJWwB97QNCi4X8GDkJ46REgEC/vA5RiQ56W4MoihS38hzFRL50H3MjM4lflEvfIzvBN3B+wzOsTsIqLQPLwvvcc8MWWrIzomXJ/00TPJ6RQe0wutxwkJNzNE/FwGdkYLcsBxR9faPXGaOrpSs7G+8wgcu3YQPOxYvB4SDy5pvREhIGejFD8UXj+J+l9QPHEmD5cOIMuavGRYzjl4t/yTfe+gamMHmk6BEC1tAxLaxQt8MRQx/473jv2N06W/xDc5+CDnndijqKQsKazxx67WmKhilMVFQcqgOn4mRZ+jI21m7kszmfpdvXzfq69awuXc3LlS8TpoaREpHCXy79C08ce4IdDTvY27yXRamLWF+9HpfuwjAMFJTQeQoh6A32AlIcU1B4o+oN2rxt7G3eixACVVH5++V/JzM6E8uy+OOBP/Kf8/6T/3fp/2Nq/FRKOkv4j7f+g5tybkJF5ZYpt5CXkMf2hu38bOHPqO2rZW3JWlZOWMkf9/8RFPjuvHvICvjJba5g2ax/I3fdT+CSn4IrCnb/VQqlCTny+clZAXsfgFm3yhLEhFxInCjzryq2QNALF/6XLDtsKoA3fwDedunaOroWvvAizCiE4pdgw4+g4Hn5d99RBs4w6G+F2pOaA4TFwZzPw/y7IGHSmM+lzdgo4nR9tgdXGsMWryjKBuByhgJQ/1cIUTXs8RghxFm0qfhwM3/+fLF/2BuVjY2Njc35RVgCf2UXnsOteAvbEKcJGx8TRYaWg/ypAKU9B/CafYRpkRzuOGWV18cEBZgmyyzVSBzhC8+qbTzA3GsyWXLdlLNa19cXDAladaVddJ4h/0x3qKROiiEjN47M3DiSJkShaR+O3AhFUQ4IIeZ/0OM4GXv+Zc+/bD6c9O1uoOuViqEbKw4VTAtDMdhc8+S5v4GizkR1ZqK7po64QeEMVwl4LGJSXEO5V2fh41R1iEp0093kC/1ujY5ZOi2x43S6aoc2SpsSRWNpL1MvTOH4jma0YD/zc3oIf/LXKIOikq7LUsL0dGhogKwJcOKkJrEORyiMXYmPl6WCSUk4Jk2SzidNQ5s6FbOwUK7ncqFlZIxyYY2Fa+lS/Lt2vbMTHYY2cwZmYdHoB8bK8DoJw6XT9u3PkPDAS6yd5+eVJSpOzc2U2ClYpkVxT3Fo3cHcq1nxszjaIR1oK8evJFqPpqanhr1te9HRuSH7Bl6sehETk1g9Fr/pR1EVfKYPi9FC3pyYOVT0VdBrSkFpeLnjyZz8mFt1c0nmJWyp2UKAADNiZ1DUVYSGxmXjLmNHww4uTL+QTbWbuGXKLawtXYsDBw7dgVtxszB9IROjJ/K3gr/h1txoaGRHZVPYVYiGhomJW3WjKApeU7rNIvVIvjLzK6wuXc098+7h9/t+LwU4Abqq84NFP+Dq7KsBKOksISc6h8ePPc7i1MV8e8u36Qv28ejKR5meMI1H83/N2vrt/HvyUrKn3czU/U+gHFkDgR647OcweQWkzJQCVVupFKmu/q0sT7z0pzIMftwSKH5BXhBnFCgOwIS8z8l1FUWKV50n4O0/wKBYOP/r0qXl75Tbpc2G2t1j/9FlLpRurek3gMN92tfUx4VzPQc7WwfXN4CTvxHcAvxDCHHLWBt8HCZXNjY2NjbvD0IIArW9eA+34iloxTpD4DgAUyKgMwitQ3c0BYLGvgrinelUe4po98sOh7X9Y9/J/MA4LxlfEaAtQQ9LRtNT3lV5X1vdGHepB/D2Bmgo66K+rIuG0i7a60+9LoCmq6ROjCYjN46MKXGkZEWHWs7bnDX2/MvG5kOEEIKeDdX0vlUbWqZGOrAsS3YmXBxL4GUDxs5gfxco6BHLSJl0Ce21I12xigoBjxQxhoe6p0+LoLG0nzFywYlLD6O3zY9hWiFxS56YVMUUFVyRGr6eM38+ddUPHSA2w0nriX4WXDuBzKmxVOyqY0rTG4ybPwfj1s/Rs2o1uFzoc2Zj7NkrxS2AljFcbgMdECNv/Rx9zw+ICW1tBFtbQwKZWVyMlpODOmECwe3bMevrR3dNHAP33Lk4J4ynd83aUes6Fi0iWFSEljVhSMRKSID2oe7CelQUI67MoLAVDI7I9Bqkf1Y2ibnz6X7xOTS/werStbTe6qI8SQNFCkg1/TX0BHpwq258lnxOxoWPIzk8mT2t0tUzOXoym2o34VSdRDmjmJ0wm4quCl458QrmwIi6jC5uybmF2r5a9jftDwlcKioZ4RnUemo53H1YXgfVjd/yjxK3VFScipOLMy7mosyL2Fa3jY11G1mYuJDD7YdZV7MObcDOV9Qlr5FDc7C9YTt+08/Wuq0IBPsb5M2JIEF0oXNF9hU8U/YM/zrrX4nUI8mKyqKws5DynnIAIpwRfDrr06yrXodpmVybfS1d/i6+NP1LVPdUc3nm5WRGZHLP/Hv448E/cuuUW3ms+DH+uP+PTIydyNT4qUyJncIjhY+w6tgqFqcuZkHKAt6sfpM9jfnMbD7OXflPs2zWZ8jddj9KTQFUbob5X5NZVkvvhpYiaDwK7eWy+6GqQMJk+OwT8uLcuka6/8ISICoZ9j4IqbOgaisUPgcx6RCdCS99A1zRoDpD3TIpfA5SZ0JHOfQ2QPXbI1+Yqg5TroGLvwtps07zCrY5G87WwdUBfAXYLIToGbb8AiDudKGnH3XsO4g2NjY2549gUz+ew614jrRgdvpPvWK8E0VXEKqApoFvDm7AJ0UtwzLoi/EQ0eXirabVAJ+AEkQdGI/iXoCu66h68nvOrBo3M5rrvi1vovV3+2kYELPqy87s0FI1hZTsaDKmxJGRG0fqxGh0x9k5xz5oPsQOLnv+ZWPzIUGYgs4Xy/Dsbx6xPPqGSfQqnWz8x/2099VzLmLw3LGp+LqaUJ2zmbnic1QeamPSvCTKD7SGTCGuSBV/3zvr7DtlcSKle9pImyzdVoOkTo6kqbyPtMnRNJb2EJsWRlejl6hkB70tQzecHOEKQc+pzk+QO9NNnl5I9T+fI/XCPPo3rCf61ltx5OXRu2YNgWPHhkr7oqJwTJ9GcM9JGZgDZYRhV16Jd/36kY9NzD59N8QzoWlD+VzR0dDVJY8nhFxumvJ/h0M6zQa/J7tc4D/NHGWMdQav0v7rp/B8fAVzPMm8ktWOqQo0NHJjcyntKuXni3/Oo4WPhroeDpYF6uhcmnkpvYFeCtsLWZqxlA01G8iJyqG8txyH4sAQBhlhGdR561BRyY7MHrN7okN1oAgFp+akzxh9c0pVVOYkzKG8s5wgQXymjyhnFEEziNf0hhxWIEUwC4tFSYvIjs3m5YqX8VpeFOT8Q0PDQJYhXp5xOQdaD7AweSHr69ZzReYVbG+UYtjgvlRUbsq5iTnJc5gYO5Hqnmru3XMvHsPDrVNuZVXJKgCiHFE8fOXDKIqCZVl8e/O3uWfBPVw54Uo2VG+grqeO+4/cT5Qzip8s/DF/2vc7LplwJd8Lm4S26acyDP6q30J3Lex5UIbCZy6EvM9A0Qvw+n/Ji+HvhUt+DHv/Drc/B52VsPl/ZLj7wcdkB0XLgsc+BcE+GSofmQrbfg03PDgg0CJ/vvld8Pcxpto8SNocGS5/xf/IEsdPYPboB+XgigWeGxhAJbAJ2ABsBlacHHo6sF708MmYjY2NjY0NgNHuxXOkFc/hFoyW0wePh+gIINJd0CAnxl6tH7c3HKFAUc9OGnrL6WnoJFqJ/ZgKWwM1J2oeKMkoShta2MXo+rkNG22q6OGtp47TUHbmDC1FVUieECVLDqfEkTopBofroyFofYSIxZ5/2dh84FgBk45Vx/Ed7xj5wCwX/dvqqIwqor2v7pwdz+/NQg+fi+qYQulu2U2vt83PsHikUeJWVJKT3tbR1rHxebHUFHQBUJov92UGjRGljE1lUvRoLO0BFXravGi6MkLcAk4tbhlBEAbhq/6PDm8jUYaBY8pN8PZ2elatQhs3DrO2duQ2vb0E9+zFvWQJvv37h0r8BkWl6OihL/uaJgWn9yJugRSvLEseo6sLLWcSZkMjeDwjMrW0CeNREhIxBsLgB8ek5eRglpePve8BcWvwCvkVeOsChdW5tYyLn8KL3VKUAgtDGCEH1I6GHTR4paNNQRmhj25r2EbQCiIQ9ATk23p5bzkaGg7FgYJCnbeOvPg8SjpKqOirQFd0LGGNKFEMDgSXB4yRrw8FBR2dmybdxNrytSxLXUZaWBrPVT3H9NjpHO86Tk5MDgUdBaioLEhawKeyP8UbJ95gXuo8ni17diAKQrrRbsm5BQQ8V/EcFhbbGrahoPB23dvMTpjNzoad+C15nXR0DAwsLJ4pf4Znyp/htim3cd2k69AUjW/N+hYIiNajWZq+lDum34EQIhRB8dcVfyU3LpdHCh/hz4f+jFt1E6lH8uMpX+RKdxrZbR3kTp+MsuV/YOWv5Alv/m/InC9fr1Gp8PK/QN0+KHwW/D0w/6vy34NUviVFrbl3ym6IV/5ahs43HZXlg5oOF3xeOrniJkDiZDADsPpWmaHl6xr9OlF1+f9Vv4PmQihZBwu+KseWONl2cJ0DznZmvAn4PnAFsAL4HNI2L4BKoEtRlF8Dh4ZNtP4X+OY5Ha2NjY2NzUcSs8eP52gbniOtBGt7z7zBSQgENMjcBcMy2F7/DClhWUTNSKe4amdovS4+TuJWFtALWg56+CJUOlC0pPPaWTDoheIdDWM+pmoKKVnRpE+OJX1KLKkTY3C67W4+5xl7/mVj8wFj9gdpf6yIwPDPLgVwKuzc8yxpudPYt+2Fc3Q0FdTp6K5Fo7ITrYEcq4h4nf4O6QgZ7G6oqIwpbgH0d41e3lJ16ptLuq5gDYgIrigVf+/pXGIWBA004SO37FliOypDpYLdTzxBxEUX0b9xw2hxazDsXVXRsybA3gEXl6JAVCT09MqwdlUB0yJixQrCL72E1t/8VrquzkR2Npw4MXbJ4rBlZnkFel4ehmHAsWMjllM+zAkVEwOtragJCZhVVaNKEQEMZBa/H9g8B7bOhuo0FZQgZd1lzE6YTVl3GR7DExKEcqJy+ELuF1hfI51qaa40GgaiFSwsDMsgJyaHyu5K8pvyQ9uZmFyfcz0z4mdw7757qe6pRlVVHMLB1/O+zuPFj4/p1BpxiaKyqeurwxAGKZEpXDX+KtbVrCNMCyNMDyO/JR+H4qCssyw0nj2tezjacRSv6SW/JZ/FyYs54DsQKnWs6ashvyk/FH4/2I3RxKSgvSDk8gIprq3MXMn2hu0ErSAmJmtK15AYlog10HjhL0f/wlVZV1HQVkBdfx2/3fdbAkYABYV/XvlPSjtLWFX4OJF6BE7NxQ+m3MZV2/+KclkiU296QjaAuPxnMP1GKSZlzpduLWckxI6XpYQFz8nOhZf+FCZdBsUvQv7fwArAngfgqt/IsPl9/5ADbzwqRa4vPA9tZfLTuPEo9DXBq3dL0cvXDZ62kRc8IhmC/XDFvbD9D+CKgLL1cnwKshQyNe+0z5nN2XG2M9NnhRCHgEPA7yBkj1+AnHCtAJ4HhKIoXcgJ2QrsCZaNjY3NJxazP4i3qA3v4Vb8lWeIBdJgeLDFiFwIAYYVwLRMeow2DnVspivQIp1auz+OVu5MFPcynO70k8Ss5Pd1FKqukJodM0LQcjhth9b7jD3/srH5ADE6fLQ9WojROkwQSnPQn+Vn3AWzyTrQwI5nV52bgzlz0B0L0RxDGYqxKW76uwMkjo+U7iqgv2uo3GmwAeOoRozD3Fntdad3455MRJwLvz+Ir8vE7D11OSJCkF63ldTmPahAVF8dCqBPzsGor8c1fTr969YNbaLruC+9FN/GjUOdDGNj6BvIw1ISEmSgfM+AkFhVBYqCc/ZsYu78Et0PPzy2uDUoBA4XnapOcnqdpnviqA6Mw3c96NhqlVlhwcJCWb44kBOGaYZmK14HbM+DrXlQnaaNKDWbFDmJ2p5agqYUfKbFTKO4u5gmbxN7WvaE5jzTEqahdCrUe+uxsBgXMY7y7iHHmECQF5/HsY5jvFb1GlXdVfhNP0lhSdR5pYMwYAaIdEaeUeBq6G8gKIIsSVnCquOr+FzO5wC4c+qdaJrGvsZ97Gndg4JCuBLORZkXsbdlL1dkXMELlS/g0Bzkt0jRTRv4b0+TdLxZWDgVJ6qqYpgGBgaLUxdzoOlAqNQRIL8pHwsLHR0VlUvHXYoQgn6jn9TwVBanLia/IZ8fLPwB46PGE7SCBM0gARHgRPcJrnal8deGRsTMm1GyljB18qdR9EQZCH/FL2HDj2WQe2eNFKgsIUsKMxfAjJvk38mxN+DYi9KBlTYLFn8LYjJhw0+kY2v6DVD0ohSmNvxEbnP7M1JV3vBTWdJoeAm1IB1uelQ00F2w+Juy8+Kmn0PGPLh9LSTPQHZFsuClf4Eb/wEZc077nNmcHWclcAkhHhpj2eCE6x8AiqJkM3SH8Qog5twN08bGxsbmo4DlN/AWd+A90oqvtHNE+/TToUyKRJT2DUzyBK3eOhLdGdT0HaPBW0FvUJaFjCo/PIscyQ83SaBOBEVBccSgaQkjvty838SlhjN5QQrpk2NJyf7oZGh9XLHnXzY2HxyBhj7aHi3C6h1wQCmgLIniuWfvxdjlZ9zR2dQeKxzTzfPOcaI7FqI7U9GcssoJoKvFBwohcQvAHaWiqiqeztPk+oiR/x50eqFASk4EzWX9xCS76G4ZmSulhyl0N/s4PVLcSqnbypSK5xnROkTTMErLwOHAN9CtUF+0UAbLGwZ6YiKEhclyPsuCjk5ITsaRnU3cd75N289/gTXQDVGdPh2rtJRAcTENt3/+lAIVpgkZGVBfP/bjg50bB4mLg87OM5wj4HajTpggBa7BsHm/P7QvAdROjiGpqpvnF8GRyQrVqSqaogNmqAQPoK6/jhtybuDVqlcJGkGOd8vGN5awaPNKp49DcbC5YTMzYmZQ75XnUttfi1tzkx6WTmVfJQClnaUYGPQF+8hvzpf79w6Vxz5UNOpjA4CMsAyiHdEc6znGysyV7Grahd/yMz5mPEXtRZT1lKGg0BnoZE3ZmtB2QhF8euKnWV+7nquzrub5sucxMLhp4k0oQgEFNp7YyOenf56HCh+SXQ6BG3JuQBUqcc44Hit5jEgtUobOo2Ni4tJcZMdkc6T9CC7FhaZqbKrdxN7mvVw54Uoa+xvZ3bQ75Fqr6a0hTA/jy9O+zJMlT5IVk4XSWMy0/nbIf0A6sT6fNXTC8ZNg2vUy4H3X/XD1/8o/hMTJ8OwdstnP+h+BpwMWfkPmXxW9CFt/JTO4Pv+MFCmLX5TB8Tc8CJ8faE7Q2wS1e6XLK3gKIXH6jTD3i9DfDl01sPFnsPKXg1cVmgtg/Y+lcHbDgzDjxjO/Jm3OinNWWzDQovofDE247GRQGxsbm08AImjiPd6J92gr3mPtYLwz0UkgEKW9AzkOEDQDHOrYTJQj/sPX/fCckA5qPIqejiNs+oiW72OhOuUc6ryjwOV3TiUlK/Z9OJjNucKef9nYnHt8FV20P1GM8A+JV1ErJ7Bh10MYAT8xyanUFh45NwfTZ+Nwz0TVpUvXPPn9/iRdx9dtjV54BkIOLwGtVf0oGnS3+IlMdNLfEUBYEBar4x3mDotMdGAGBd7uwbwugaIoJPQWk1CdT1rrwZC4pc6fjxoIIFxOzH370SZPxiwuBiBq0SI6Dx6CYJC+556DsDD0nJwh51RLC8GWFloOHBghRFkD258RVR0tbg3vaGicJASOJW6N5fDy+Qhu3iz/PdhJMSoKMbB9SSrENXfzwKdUdk9TQo6tQYfSYBD73ta9+IWf16peQ1M0FJRQPtbE6Im8XPYyi5IW0RvspbirmLLustAQFicvZkHaAh4ueji0zC/8XDn+SqId0TxbIfOi3Jo7JCwNR1d0qUciqPfWh4QzoQrunH4nQggeP/Y4PsPHhpoNuFU3iWGJhKvhobLBoAjyYuWLBEWQF8pfICiCOBUnyWHJ/PXoX3GqTm6adBN3zbyLNm8bq0tXszR1Keuq19ET6JFOLk1lU/0mAL4x8xuMix3HW9Vvsb52PTlROZzoPYEmNL4565t0+jpZW7aWf531rzgVJ5qq0dDbwHNlz3HPpM9yZeJ8Lhp3IbmxU6C+aCDYHUiaAu1lMstq4Tdkx8IDD8sw+bLN8vl56164+XG47GdS/BKW3HbmTbKEcfoNUow68Kh0dG35H1j+I5j/FZh8Dbz5n9BSDE2n+NvXnKCHw9LvQOwEePlb4OkE0wfuOFlyu/pWQIEr/hsCfbDpp9IRdoa5oM3Zcz7DM+wJlo2Njc3HFGFa+Mq78B5uxVvcPuJLwFnvQ866MMwgRT078RjyDnVvsGOoBPFjQyKoE9HCJqE7UnGEKRhnuEmu6tJZ/76IW0gnvc3HAnv+ZWPzHvAcbaVjbQmYQzdrwhamcLwrn5qjh0BR6G5pPs0ezgIlHkQHqDNxhF8yKm/LEaYQ9ArcUTq+ntM4td4F1oA+ljQhktZq6T5xhCsjxC2AvrbBWiuBIixE0Edu6RrSWg+iaBrqjOlYRVKEsvbvHyG5OTIzMY8dI+a2W3GNGzckNgWDEBc3JG5FR0PPgDttUIjSVECRIlXgLD4Ax3Jyh4dD77DMtNjY02d3ncodNvwwAJ2dVCXAsfHw+OUwoUOjOpkR5YiDXQYVFA62HgyVH/Yb/UyJnkJpsDS0bklnCUGC7GmVpX1O1cnXZ3ydJ44/wZLUJexr3UdxZzGWabEiYwU9/h4Otx1mW902sqOzQ/sZS9wC2R3xgoQL2NO2Z8TyjTUb2VizkZyonFAp47LUZRR3FrOqdBWfnvhpni9/PnQey9OXs7NpJ37Tj1t149bcMqBe0fFbflaXrSYxPJFZSbNIDEtkafpSAP588M/kN+cTZoWFOjFqmkZWdBY7G3eiKzrlvbIE07AMOv2dbKvfxnfmfIfU8BTCNScmCmvK1nDPpM9y1Vt/RkEw9fZnoPglGRJ/w4OQPEU+Q5vvhdyrpUD12Sfg0p9I91agB2r2yGUKUrjqqpEB8jc/But+CEUvwZW/kjlcky4bysN67T/B3w2HnpBBpSfjipY/L/kxRCRK51h7Gaz7PkxYDsdfhKxLYc6tYJiw4l4pxrWUSIFr6b/L11/jERlW/wnsoniuOW8ClxDiX87Xvm1sbGxs3n+EJfBXdeM90oqnoA3hfWeT7kFBC8AUBhW9h2n3N4QErY8HCjIcPlxOUrRINGc2ujN1RNnhoLgVKhsZA+vcfqc5I8KA7hav7eD6iGPPv2xs3j19O+vpeq1yZInfRCfNiQ04gzGynFzVEOZ7fIMWfejh16A5c8csSY9NddFa5ZPilio/K5xODb/n1DeTUqdE0VQqRR3VAfHpEXQ1eTH8J33IDPxqDvuQOWV3RIIgdBTDz7TSNaR0HJEx4aoK3jFElYFyQN/OncTefhtRN9yAoijE3303HffdJ7/It7QMlQ0OiluD+7QsMAcHeIpzDQ+XXQ9BimCKIvc1vEyxt3ekK+tU4tZwp9fJqKrct8MBqYlwoo6qBPjBlwGH/ApdnQIaGrqqI4QgKIKoioolLMyB/wDiHHH4DB9lPTJsvqSzBJ/lY07SHPa37kcgmB4znUsnXEpaRBoI6A50IwzBjIQZ7G7ezY6mHfhMnyzZswTHuo6NGK6u6EQ6IukKDJ1rwAqMErcGUVBC4tKilEUUdRTxxalf5NHiR3mm/JnQegLB5vrNuBQXuqrz5WlfprK3kieOPUGYGsalGZfydt3bPHDkAYIE+bcL/o3vvv1dbsq5icL2QiL0CD6V/SmeKXsGl+Zi1fFVlHSW0G/041JcfGbSZ0gIS6DT38k98+7hxsk3IFpK+M89v+JHbZ1MWPBNlIQspk76lMzXSsyR4lPKTDnA+Emw6hYpHF36E5m/tfJXcp32cvj883BkFRx4BCYskW6ty34Gm34hA9533SeD5/VweOMecIbBrauhfJPcJtADiNHiluaUzq7jb8D8L8P4xbDmVpn99eb3ZAfFwQle/QFo2C8FrYhE+MILUuRyy/cUVt8qf96+1u6ieA44a4FLUZQsZLtqhBCHz89wbGxsbGw+TAghCNT2SlHraCtWb/DMG528DwRCWCioVPcV4be8nOgr/BiJWoA6E9WZiarF44xMwQqc3R24U4lbqTkRNJX3n8MBnh2Ria73/Zg2p8eef9nYnH+EEPSsP0Hv1qEsI1wqlmmybf+TtGypDjmF3rO4BSiuS08pbqk6tFZJ8Sg21U1vux8zKPAbp3dKD4pbAFjQVt0Pp6l66qj1ERHvoL9jrM91ea6ptW8TFugmrvM4MYEWIm7+DJ4XX4JgEKuycuQmU6dCeTmOxYsIFhbR88abdL3wIpgm+pQpI11Sw8oG1fHjsGrrxnZiuVwQCKBOzMaqqBwpboHcZlCgGlam6Lj8MkR/P0b+2OJOCMuE1BRoko48x4rLCW7aDMnJ0NKCAHqXziRqx1F2TVP587ViKNR+cBdY+K2hLDNDDDs3VByKAxOTny7+KYXthcxImMFv9v0GFy72te4LrXu8+zjFR4vR0LCwyG/OJyc6h93Nu3EqToJmEIfqIGiNPQ8TQtAd6GZc+DhafC0jxjR8PBYWuqJzfdb1HGo9RGVfJZGqFMaaPc0jQuAnRk7k6uyrUVWVlv4W1pav5cGiB0PB8JeNu4xLMi9hd+NuvJaXSEckS9KWkB6Zzr2776XP6CPKGUVKeAoKCl+f+XVUVeW+Q/fh0lyoisqGug38YMEPeO7gc9yYeyPTfH7EC9/i/yl+ck0FZdsfwRkOKw3pvLr859Lp1Fwoc6sKX5B3BDf+FK785VDO1q774K1fwvUPwLiFEJkqyxKbCuR2CTlQsVmKW5obclbCie0QnQnPfBG6a0ddPxQV8j4Ly78LQY/Mmc2cD5v/B2LGDTwRFsy8Gfb/E6regst+Kv+c9v8Tlv0H5Fw+1KRAc8C+h2Dh1+Vyu4viOeG0ApeiKDHAQ8jg0nbkrel4RVEEslPP14QQPafZhY2NjY3NRwwhBMEmjxS1jrRgdo6eJJ2OQUv74B1wwzDY1/kG4Xo0Jd17z8OIPxi0sMlYYi6q0oPmzA1laZ2LksIPQtwCKM1vJn1i/AdybJsh7PmXjc37hzAtOp8vw3Nw5E0X4Tcp7t1Fu68Rd3Q0vu4zdAM+KxagR0w+bTORqEQX3U3yc9eyLMzgO2+mYpkQm+6irz1IRm40lmnS1xPE8Bn0tg4JMGOKW0IQ17yPmP56JtRuIiTn6Dqetc+MXn/gMY7LzMxg/h5wuXAuWSI7JgJGYeGY22jjxmGe3PFwEEWRoe6AVVmFc/ZsAsdGupZOVVoYfGvr0GOKMlI8i4iA/oHPWEFI3AIIbn8b5+xZ+I8cpX3mOJ7MqmX3tCNckhTG25MNUEc/F4MliA7FQVAMXc/BrK1LMy8lvyWfJk8Tq0tXE6aFEbACI12CDM2dhgtMJ3pOkBWVxYneEwCY1qlFzsHtaj216OiszFzJxrqNofFpaPx84c954vgTVPRU8HzV80Q7ownTw0iISEBB4dWqV/GaXmbEzKCou4im/ibGx47n/kP3syxt2YjgfAODDbUb2NGwg+smXserla9ybfa15MblhgLhr514LbMSpSMp1h3LhZkXMjV+KumR6QhL8L/7/nfgIgowg/I5q9yCEuxnquaQgXSqWwaxJ0ySzqst/yO32fI/Q7+v/I18nqffCIkDYmr+AzDvK/JJfvEb4IySuVpv3StLFVtLYcf9MPer0FMHx1+S+63vGH1xYyfIEkSEFLhaiuTz99yXZKbX5T+X+V2KIoPrBTD/a1D4LPQ0Qek6KWJlXyqPu/6H8PnnpLusfDPsf2Soi6PNe+ZMDq6vISdRo97RB7r2fB34w/kYmI2NjY3N+0uw1RNyahktY+QMDGdYC3KQEzxDGLI7jjCp7y+hKyjbajd7T3xM3FouYCI4x6E7Eod9QckYvaoOnOImvytGwd8tULShrtLvhuRJ4bRUjG7/frqyx9ErM+J5nLww6d0PyOZcYs+/bGzeByy/SfvTx/CXjgwetxRBQdcOjnfIToCm/53d6BmbibhiLzxtl1xFRYpbA+/NPS2j75g4wkZWSyVNDKe12kPqpEiaSoc6unU1yDG7ox049HCSJqgcfKMOVEidFInuUqkrHK6TW0R1HMMTkcnEus3E9A1zs8HosPbTPRYI4Nu2bej3AeeVmjMJq7oGNSMdq77h1OIWSNEjLAy8XhCCwJExgr0HyxBPztgaLnyd7AzrP80NpECAruMFvDUPnri8HqHpaGjsyBWYJytSw7h54s0khyeztmQt7UEZSK+gsCR1Cbfn3s72xu0ku5Nx6S58hg8LCwcOIhwRqKgsTlrMxoYhMWoQAyMkbo1FtDOaZanL2NW4i95gb8idFaFHkBieiI5OECm6mZg8U/YM5T2yLPGKcVcwNW4qjxc/zkvlL+HW3Px4wY/Z0bCDXQ27ZMC7pnGo6RA35dzE/YfvJ0wL4+ZJN7O+ej23595OeVc5+Q35vFH9BqiwpnQNAsGGqg3kxueyrnodr1a9imVaXJh5IW/Xvs2kqEkcaT7CPc4JTJzwGYifQK47nYmtneQeWwd7/yGFq6h0ePMeuOYPgICnb4bbnxsQp0rgkp9IRxbIMsU1t0HSZEibDfWHIdgPR5+VDitXzJCz65Yn5f7e/B74O+DQI2NPmhQV8m6G1NlyTL0NMrNL02HDT+G2NfDZx6F8Cxx4TG4z40aImwiVb0FUBhSsls6tiZfB7r/Czr+A5Zfur8q3IHa83OeCr0ihLnGyLXKdA84kcB0aa3IFsmuPoiiHzsOYbGxsbGzeJ4wOH56jrXiPthJsOM2kT1dk4O7g3EtA0G2i+zXaRSNRZiwH2jeQE3UBhzo2f0wELYBpoARAS8IRvmhUEPApOc33AH/3YJnL6XcxKFSpmrwbfzJjiVswcp52RhHtpPl66d4WMnISTz8wm/cDe/5lY3OeMfsCtD1WRLBuSBRyTYujufsEB468QVtfzZjbqQ4nVvCdWHWzQY9GD7t4hLil6qCoCmZAvhHHZbrprBvItTpZS1FBdygYfhESt8KiNQI+i8hoN62mh+DJWVsDlOxoHbnAgqayvhGLImljSuGTRLeV0x+ZSWRfHeqkSVg1NTIY/mwYzKsC2UXx2DGcKy7HqDqBVVEhD10+8PNE9dnt03vSzbaoKJmvNShoDQpZ3d1oM2ZgHj8+VLLodoNh4L78cnxbt4bcYMTHQ8dIl44AfEDZsgyezKmnOk0LhX3rqgxSV1H5xsxvcLjtMLubdsvHFB1DGNT21vJc5XMjLwcK+U35tPS34DE8bG/YTsAYet1cOu5S7sq7i6ruKn6y8ydnvBQKCotSFnGk5QgBEcChOFicspgL0y+k09dJfks+efF53Jp7KwVtBawqXcXCpIXsbR1yzhd2SifdpKhJ5Dflc6j1UCjjK0KJoMXbwvqa9bg1N5awCIgAa8rWsHLcShYlL6K4o5jrJ13P3JS5GKbBk8ef5IvTv8gTx57gzql38nDxw6yrWodf+GVppepEV3U8locNNRvYULOBbbXbKOgsgO5eftjRCc5I+NJrTL34ZzIDS9Eg62JZXhjohfr9UPA8+DqhYgvEjZeOrMH8qrfulWKXGZAlgyCzt4L94IyWWVdfelk+ySkz4ODjULlVBsfDaHErdTYs/TbEZUtxDCAqTXZnvPznEJsNAQ+UbJANEbb8Ugpbm34hBaqOCthyrzwv3QXTr5CB+O5oWPIdyP8bTF4Jex8EIwCzPiuX2yWK54wzCVwXAJvfw+M2NjY2Nh8yzB4/nqNteI+2EqjpPfMGAIacNHhdXlx+F8KyCPZ6KOo9QEn3XmKdyXQFWqjtP34eR/5+kAiYoE1Bc00cFQ7/fjI45zpVRYLmHKOd/Mn7eIcOsdTs6He2gc35wp5/2dicR4x2L22PFmG0DQkoyrRw6jMb2PzGA6fd9qzErYE3aMU5Bd199Zg3RywDopMc9LTK/XU2jBHaPuDkmjg7gabKXozAUGmbt0e+wVsDDqX2Wg9Zs+M4cWSkG21cXgx9bQE6G+W5umM1fF0moR0JGFf8MrFt0tkTNeDcGhSlzhoh5M4CQcyiIgACm7eMna31TlAU1EkTpTg22Bnx5NB4ITCLi0EIlJRkRHMLalISVm2tDMUf7sDr6ACnc0SHRr8THrgSds9oAkV+Pc6Ly6OiqwJz4IPUwmJnw06WpS9jT9MeLKxQ3tZgF8ThmJioqKEg95zoHOKmxPFS2UuYmBxoOcBX1a9ytOXoiLLEUyEQzE+Zz8GWg5iYWMJiQ+0GNtYOOb8KOgoo3VuKJuTrbbi4NYiKSkWvfG7zEvJCYp2qyJiFSEckASOAgYFLcTElfkroGA7Fwe6G3awuXU2ntxMDg9L2UvqD/VR0VeA3/Vw/8XqSwpJ4sOBBAlaASzMu4e3aLQSQjrTlejx58fP47ok35IAC/VK4EoCvR2ZWFa6Fqi2QNEOW9y35llz3wKPSgXXZT2HfP4YcWULI561isxS9Ztwo1x8UQCNT4PAqePoz0H+S4AsQFgcZ86HhEFx3P6TPHvn44P4GM7/83bDtl1LEmv9VKF8PU66Wx0vIgYgEWPlrSM6F5Jkw9Rq5fdwk2H0/VO2Exf8CO/8E+/4J4xZB3mfO+BqwOTvOJHA9ryjKfmT+Q9fAstiBn/FIC72NjY2NzYccsz+It7AN75FW/FXdo+8Oj0WCA9rlnVsZFC9Q+i2O9myj2XsCIOTU+ug6ttKADFC7UZxzcbrT3zdBKyrRRdL4KKqOtiFO4/hKy42msWRYGYkCYdE63m65UdqUKBpLz1KoPAWuSBV/n3VWLwub9wV7/mVjc54I1PfR9mghVt+wvKTccF7Lvw9FO0cN5k2TqNRLCY9fRHfjqQWxQXELCHU3HCQqwYVpWEyck0TFoRZmXTqOYNDg4BtD4dfRKW5qijpD24fHjG4UUlsw0gyqOYDBrsZGkAk1r5PSehDS06Gh4R2e6EnoOmGXXY53+3aU+HhEXd2p1z1JZDolQmBV14zueJiUCO0dQyKGEKAqiOYWlJQUrLY2APxjjEFNSaF9Zjrh2w5xfMVknoovpjpVDbm2FBQuTLsQnyk7HwJE69Ec7TjK0Y6jRGgRRDmiaPI1jTlkDY35yfPZ0zIkfP2j6B9oioZfSLHtttzbeLn8ZZ4tf3bMfYRpYazIXMFr1a+FBKwHCh9AFarspDiwbEXmCibHTKasp4yNtRvxm36uyLwCYQk2NWwK7W9m7EyqequwLAuhCpanLmdP8x7UgU4Ei1MW82zps/xk0U8wLZMjzUdAhZfLXkYgmBEzg+LuYh479hjXZF3Dc6XSsTYlYQozUmbwVNFTuDU366rWYWAQ5YziqqR5bK3fwc9bmhg/8Rr2GB3cufdpNM0JmiLd7mnzIP9BWbp36U/gwn+Xz2l/G1Tnw6Kvwf5HYd6dsnQxZSa0lclcLiFkSZ9lQdYy6abadb90bCVMgqdulPW8VnDsu4UJk6G3Ea74FWz+OVz1W+miajw65KZqOgqtZUMlhPGTZMnjhIuh7FUYtwCi0+Tjhc/DF56Hq/5XZnI1F0JLocwFe/YOeX6qDou+Acv+DSZdChVvyXVtzhmnfRcXQlQB8xVFuQCYiJxUdQCVQgjbHm9jY2PzIcbyGniL2vEcbcVf3jlq8jwmirwbrABmu3dgAiWo7D5Cu7+B3mDHR1jMGsQF5KFHTDlt0O85P2qEhr9/aIIV8JrMXTkBb58/JFCpOoyfEUtns4/uJh+KBjGJbhrLemTUiAEIQuIWENo2YXwY7TVeNBeY7zAuxt8nXxwN5Z1MX5L53k7U5j1jz79sbM4P3uMddKw6hggMfSCqsyJgYSTmTgNnWNiobXSXm6y5Cynfvf3sDqKMR3UvJeBLI3gacet0TF6QzMxL0qk/3klftx9hKRzaUMPMS9MAcEWp+Hstepp9TF2WxPGd0pUycW48vj6D3q5+WivHztLsbzWI6S6lP3oCOZVrSWvcK11OpxK3MjKGOhSeHNh+Mh4v3rfeAsM4vbgFuK+9Ft+LL54yKH4EY5VJtraNXmbJLoeieSA4XtexBtxkMHRvz6it5bEL6mi4VaU6+bgsixuGQPD34r+HftfQuH3K7Txy/BECVoCJ0RNlmd0ATpwsz1yOMAXxYfF0BjrZUrcl9Liu6LhUF3lJeeQ35aOh8UjxI3iM0VED8a54OvwdaGhkx2YjqkUo3N2wDDLDM6nzDF3bjXUb2d24G6fulDmomOxo3EHQlNfMhYvLJlzG0faj/GzJzzjUcoi1pWvZ3rgdTdVQUDAw2Fi3kSvGXcHhlsNsqN6A1/TiMTw4NSeYkB6dzuVZl/N40eO8WPYiBgYqKsvSlzEzeSZp4an8Jv+XXJl1Fc+UP8NXkxZx1/6XudHlIHfCVSiFLzBTWKC7wfARkiHaKyDnUjj2kiw/VFX5/80PS6FpYB7Kll+CKwq6amT5oisanGFw+zNS8Cp+CaZfLwWjfY9CxUbwdjIKdyzMvk0KZk2F8MJAGHz/QD+X5kLZRXEwq+upz0h32Mpfyt9VVXZ1zMiD0lfkPnMul6WHV/0GVEWKXULAm9+XLszPPy/FubiJUmjb+6AMlVeQGVyTV9jZW+eQs7pNMTCZsidUNjY2Nh9yLL+J71g7nqNt+Eo6ZG7WWDhV0AR4hx4XA3d0FSEwzCD7OtbRG5Q5FR9dUSsCGAf0AHFo4bPe97LDqBSd3lYDf79JbKqbriZZhiIsqClup6liyH1lGXDiSBeo4I7S8PWaHN8pr73m1LBMMzRDd8eo+LqHvhi4whw4XP4xc1jiMtx0NfrOGD4f8JxtOr3N+4E9/7KxOXf07W6g65WKEQ5mZV4kr229n6z+uXh7u/H2jo6+M/y+EeJWdGoGPU31Yx9EX4IzYlGoq+7piE5x0dPiH+WoTs6K5ERhG2UHWkI3ppKyI2mt6qN4h3QM+XuH3qu7W4ZKG7c8VoanK0j2BQm0MlLgcrkh0OsFLCZVvoxmmkT21THq0zAhXjqjBhxTWmwslsuFqKwEtwu8Y5RSDucsA/l9L710anFrMDx+4Keel4dRXj46k2sshru8FAUUBTEgypWmwRtzAB12T1OkGAE4VAcJegJNgbEdWfOT5vNkyZOy+yGMELcAol3R7Gjcge//s3fe8XFVd9r/3jJNvVjdki1ZrnIBF7ANScCADaTQAgQCKbsJZLP7JtmSzWYDZDdtN9lsyWZTIAmh9x6CcaGDe5fkKsvqXaORNJp+73n/OFOlUbGxwcA8fIQ0t5x75s743nOf8zzPz/Cxsmgl27q3JayfnzOfQ65DbOvaFs3tGk1u5VnzcAacOP1OdHR8ho/O4U7smh0j7j3Fk1sRrCxayYg5wtauraytWMvrra8TIoSCwpdrvsxjRx/j8pmX0zbUxvrG9Th0B6FQCF3VMeNmPze1yqqX6yrW8XbH21xWdhk59hyePf4sm1o3cXH5xXxp4Ze4+8DdIKRts22kjYUsRBlsxRJwc01uDctmXsu67Q+iCsG82Z+BS34AvkFo2w2r/58kro48Lw+6+HqofxY0uySAOg9IlVZXLRzdBNt+Bev+Xaqftt8tSTBHHqz6OsxaI4mkeZ+ClV+Htl3gd8GeP479EIsXy20WXCUzugrmSmVV6w4ZBL/iq9KC2F0ng+yFiFkf1/5Iqree+IJcd/Nj0H0E0vKlJbHvmFRulSyW+6y5Syq9FOTAru8obL5Lqs4sdlhxG2z8nlx3+b/HHev9icT4sOGUdbjhEtbXCyF+fxr7k0IKKaSQwklCBA18RwZkWPwhJwTHGTAqgF0Fr4njwmK8r3YQCmdEgKBrpJEefyue0NAHXKmlAXZQFmDJXD31YPh3CUWDjFwrw32JM/bDPaHoA8yw0xcNjzdCIfa83CxD5AmXFDcEuSUOBjq9+IYT5fTpuRZcnbFl8eQWQMfRoYQHpcSMLnNccistV8czEAIVzl1bcQrvPIX3EqnxVwopnByEKRh86QTut+NIKbuKcmEmRRctYIZrGbWb10+5vaHuRKWTas3BDLjAsgpb+sopT6AMdScngnqaEgPgMwssDHTKZb6hsHpXJUp+dR6LTZJ4XEFUDU7s7Y9rQUAwhEmI+c1Pk+ZqJTNCbI22/YEktwBl7lzE4cPRPC1gcnJrPNhs4PejlJejZmdj1NWNOa6+cCGhOhmCjmmSfsUV5H75S3i3bKH/vvtRsrIQExFcEVIsTmUWNENoQrB+KRwtg60LwuqgMNK0NDyGB9M0xyW3QGZspSlpnF94Pnt692DVrPhCvmh2Vp8/pibb2b0z+vf5BecTNILsce6JLguNyiTQ0NBUjcGAJFcLbAXMzJzJzr6dPNn4JGlaGoqqEDTDiizVhopKaVopx90ySytiRbSqVvJseQSEvPkLBPv79jMYHOSxY4/JbRQr11RfwxPHnuCikot4s/VNAgS4qOQidvXtYlXJKkxhMhIaYVP7JhQUNKTSq3Okk8ePPY5ds3P1rKspcBSw1lrMEedh/vfEc3y76BMsCASo2fagHOhUXSTJI08fNL4CVZfA7t+DbxhQZO7V2h9Li99rP4ITb8hsrfNuk1UHPeHv8Ut/B5/6b7jlCZlp5WqV21nS4PWfyM/cl6QuiyVNViy05cBVv5IEVOd+eORzkqQqXiwthrVPyUD5+mel+mrNXbDpDlkp8ebH5fi5cKFcXrxIkm+b75RWROdxGXp/8R2y/e46eOUHsPSLkrzaeIfsL8jv5dofwYJrZAXFTeHiAo/eCDc9Pjb7K4VTwrsxmucBa4HUACuFFFJI4T2GCJn4Glx49/fiPdiP8E8hTTzfAn1BTF3QeqKObDWTnV0vMRx0kmnJ+4AGxFuBTKAA1CBoVVjTaqY0e37aoMDMxbm0HhpguH+sHWV6TSaZOek07OqlYEYGHUcGKZmdSTBg0tc8woKPFXNkWzcogpkLczGFSTAUwt2baMlwdU7yYBGvStATA+gH2se3yXhccrBdNieHgvLMyd9vCu83UuOvFFKYIsyAgfOxI/gOxhE+uTojfU52PPkYRU3zqNv8cvKdNQ3dYkWYBkY4K6qgajYDba2EArHrsamsRU9zo1rmxMitcDj8yaKgKo3exkRlj9sZZMEFxQwNeGitHZLVcScQ25YvzKF5vyv8SipDKlpepHDgMDnFdkz3KAWQxZLUAigOHgSHHQLhdaOJsJOB349WXo7R2orR349SVBSzEebnQ39/jNwKY2TzZhQEWnU1uFyTnk5l5kypMiNqauPxlYLefCWs1ho7LvAY8lwnC3kvsBXQ648Fkl8540qeapK5U3Mz51I3UMeKaSvY1bcrmoc1uq0dvTsS1kWQZc2SBJlpMDNjZpSoAuj19yYcd3HeYsozy3m28Vlsmo3F+Yupd9aztGhpwn4Ahmnw9LGnqcqootHdiIrK5RWXs7N7J2b4v4AIYJgGdt3O9s7toIJpmrzZ+SYOi4NXW18lKIKsLFpJpp7JW51vIYQgJEKYpskvL/5l9Hv+d6/8NR9/5d+Ze8OT/LdlJnN3PoJi/ZP8/leG86UsDjjv65LcaXwTZn4MGjbJ7K32nbDpe7DkZqnMyq6Et/9TKrVWfh2ypsPR9dJ+uOG7cOuz0LkPtvxChtNv+KfkXwZVB90BC6+HPffK3+F/C/LjCP/u3A8v/5MMsd98l9z3sh/F2ulrgIKwcmvNXZL8ApnvpagwrVpuY8uUhNysNXJ92TJJ2F1zD6z7iayweN7tsOnO8H5zYOG1YYVX+B9zSrx12qCId1vZ4kOO5cuXi127dr3f3UghhRRSQBgCf6MLz/5evPX9CO8EyeRJBteCsPWwfz2tI4ejlQ8/mFgCqhPVcRVWq/XMHirZg0qSZSVzsug8OpS4ftR2igUKyjLoaXGDKcc5mQVWhroDEz4QqZpUd51prLy6imWXzzzjxznboCjKbiHE8ve7HynEkBp/pfBuYQwH6Lu/nmBbTBGllFlxLfSw6+En6RtpH79MLVBYVU1WQRENO7aAEOSWVTDQ3pKwjaJZ0R3Xo1mKTq2TSpzgSEBxdQZdDe4x2yBA08EIwbwLChjuC9B+JFGxEikWUrE4m5YDLorSBsnv3oFoaaWodw8qoNQsQBw5Kg/4bggrgDlz4OjRqW9vtaIoCiIUSn7siAJrNJKpzJIgZNXRVI3XP1uNvrOeXdWwdaGalNiKIFfPZSCUmNOkoibY9jQ0DIwx1sNVRavY2r110n4lw/mF57O3Zy8BAtFjCgSXlF6SEAwfsS1GsLp4NVu6tmBVrYTMEDp6tI34voKsAtk80syVM67ksWOPYdNslDnKaHQ3YtfsBIwAl1VcxqzsWfzh4B/wG34ZVj94DF3Royq1NEsaFxRdwIa2DaRr6Xx//pe4fNgN1Zdw5OCTzN3yK5QF18Kh52H+VTDncvjz30HQLUkma7pUMr30HbksEhJqzZTh7ygytP2WJ+DYZnj1h9Iq2LID5n8SDq+H5V+WZFLrDtj/qFSEjYYtG5b/BaQXwozVYfJIQONrUHUxPH6TVEmVLJYKrOJFUPs0PHsbXPQ9qF4j1Vh51TIQftmXZdXG6x+QyxdcLRVeG++Q6q+IHP+Rz0l74/ZfSyvl+m+DzyVVaJf/u+xb3TPSstjfAAVzYn145EbZxrqfhAmvjybLdbrHYFNWcCmKMpNwBR8hxL7T1YEUUkghhRTGhzAFgaYhaT+s7cMcSRK0CmPJERErUa2gEDB8nHDX0uSu+4BWPiwAMsG2HIvFgqoXvmc5WjMXx8quR4PikxBePSfiKhmKUb8jLw1pP8nIt+LuDyBMJLkFVCzKpqVuEEw5+Tjn/MJo/pZpCLKKbHgHgwR9JrYMBb97AsIrzr4yVdizdRatKT25nVI440iNv1JI4eQR7B6h74/1GK6YDVCpsPFi7a/w7/IQCoXGJ7dUlZyiEnoaG+hpbKBq+Soy8vI4tu1tVN2KGTKBcrAUo1pnouqFSZvJKbIz7PJJNe14l+uwqARFPi+7eqWiSLXIZ397loZvyCC72MbIQBAVkyPbehFJuh4pFqK1nqCm/lkKwqRWwuHqD457ziaCUliI6OlJVF6dBLml1tRg1tcjJiKrTDM5mVVQAF2j7INhyyPETm0wFMJtC/GS5RAt11qSKqciKLOX0e5rj5JbC3MXUjcgFWQW1YLfjH1vIoTR9LTpZOvZDIYksTg9YzqWbgtBxhmXxSESHG9X7IQIsb0nVr0QYH72fOoH6xNUPOWOclq9rehI4s5v+lkybQkZlgwytUyGjCFmZ83mdwd/R1AEKU8r58oZV7J/YD/7evZxxHWEoAiSZ89jcd5iDjgP0OiWCrfFuYupyq2SxJdqw6JaMDA4NngMi2LBYXFgmiY3zL6ec6z5zCi/kG09W/li7jL+d9//Utndw7wt/8O8K/8TrBlQvU7mZu24GwoWyDegWKWcfOVfS9LI8Msfa6a0JnbWQf5c6NwFc6+UZNT2e2R7J96B4oWw43ew4DPQsBFe/dckZ1aB8vNg3qclqVV6rrQIFi+S1Q8fv0mSUZFtFSSJFLEZ1lwDg62w617ImynJtYvvhBsflJbEnAq5faSCYsHsRBJKIHO0csplTkXrDpmxtfouWP0NSYjlV0vllhGULPXNj8u+hUIyO2zJTVB27keW3DoTmJDgCuc8/A64FFmqWgHyFEURwGbgq0KIoQmaSCGFFFJI4SQhhCDQOizth7V9GENTqMI0Ix3R5I6WjhYIap0yFNd0QK+z6QNGaFmAQsADjpuw2+3v6dHtWXo062SwO5b54R8xQAVdV5m1Ip8jW3slkSTk5zatPI2+Vg+qDksuLaWnaQTNqtBywCUbCJNO7iRWRmebB0womJnByEAATdNQdLmPJML8FFSk09syIsmtyKy+ReZoDffEFH150x0MdHhxZGl4nOM8TIwiRX2DIQ680s7yKypP+bylcHqQGn+lkMKpw3dsgP6HDsWs+wooVpXhCg+V1vOo3bQeZSIbu2ni6ozldTXu3YHVamPGkgtoPlSAMJQpTbK4usexlYcnIOwZGj53uI9CKnUj2Ypm+HLuGzJQVBjsSszryiu342yNZTrmFtsZ6PZRkj5I+Ys/QE9WdRAkMRRRUCUjk8apkih65PhBdHeD1QqBccYlM2diLSkhsGNHQtsi4qkcj9wKh8EnXd/VldgvqxX8/ujtywC2zoUXzgc0leYihXQtDUUouE03RZYiuoPdCU1+svKTPHbkMYZMeRl1aLHqmcJMTow9deKp6N8aGjW5NTzFU9Fx10RYWrCUV9pe4TOzPsPzx59neeFydvXswsSkwFZA/WA9FsWSoAjr8fXwudmfA+BPx/9EiBD3HbwPn+mLHu9VXsWqWalIq+D48HHuPnQ3FsWCikpABNDQuLv2bgwMHLqDC0ouYHPrZnb07aAypxK7asdn+lheuJz9fftxh9xcXXk1w6EhtrS+yZ8bX+BV/wj/Fwzw+6X/yJwXv8PHVv8VczP2QsvWcMVDC7z6L7DuR/LLuOV/pFILBbDCjnskAWSxS2Irf7bM4aq5RhJAVWugfZf8jNf9WCqd9j0Mu34nT8TB55KcUUUqwy75vgyhzyqBx2+BtT+UJNUND0rCzAjI36VLJLFUvEh+j+qegVf+Ve5/wTfD1kIhc7Q2fk9WZuypl9usuQtueEDuC7IdhKy0eHE4Q0tR4PyvSVvimjvhwm/JYzx7G3z8u7DiK/J9qioYJjx4FQS8IAKQWSKJr+JFKZLrNGEyBddXkYOoMaltiqJUArcBPz8THUshhRRS+ChBCEGwY0QqtQ70YgxMUIVIVyAkBzcjWSM4htNQmtw0Dx+kw9tAvq2Ufn9HLFMrSe7m2YlMwI6SdgM2m+1964WcMY+RRQPhqodRQsiEUMjENxxMUEmZIehrjWWnHNjciRESlM7NmtJx3U75QNLb4qZsdjb1b3bKvHzCSoABP70tI9HtCyrTyMi2c+KAM4HcAnC2SFIue1oaHucwSSES/9AwKJ0ztb6mcMaRGn+lkMIpYGRnFwPPNsiH2jCUlZm46OPlB/8nSmyJ8ar3JUHJnAV0Hqrl2LbN6GlXUFh9Ls7WxLBzR66Od2CC2IB4hA89uuLtostKObC5Xbq24viSwsp0uhvD1/7wcmdrrBovCAa6vMxqW09Fw5+lCKigAHpjOU4RqLNmYR4Mq7iSkUlTia4Zj9wCaGoi0NQUe105E1rbEAcPjb9PhGgb79hlZWhz52C8+lr0+AIIKqAL2HAu3L820YqYa8uNVhscTW4B3HPonoTXvSOxcxVi7Oe4pngNr3a9CoCOTogQP9vzs0mJLQ0NRVF4q+0tbJoNp8+JX/jZ17ePa6quYW/fXhqGGgAIiiAW0xJVkwkhqO+vp85Zx6zsWTQMNrCkYAnlmeU83/A8c3LnUDdQh9fwUuAooHG4MdpOgbWA3kBvVH2moXHHijvocHewuVVaIF848QK6onNZ+WVsat1EdVY1nSOdrG9+Ebfh5QqfYJdN5R+c/cx7479RrpS3nHlppdD6G0lG5VeDbpMWvdxZMjdrx92w+CY49Cys+zdpyes9KjOzml6XZJZuh7x5YM+WCqbCueAdgvX/IImrwbGVIgGYcQGULpN2wQgpVHE+9ByV/xjyqiW5FVFwaVZZKVNRpC0QZJXGzf8Cc66QZFZ+tbQOvvKvcMldUkoJ8vt4yV0yMP6S78tA+giKFoVJtPAM58Y7ZSB97gxJ3CmK/O1qgXd+KSs75s6ERdfBgafAPyT3q1oj7ZNP3CrbK1lMCu8eE2ZwKYpyiRDilVNd/2FAKgMihRRSOJMIdklSy7O/F6N/nNleixqtjKiUOtCrMwm82Y2JgSIUQKEpcIidHS++dx1/1ygBAkAI9OVY0xe9t8HwJ4n8Cgf9rd5JQ4M1XcEIxdRVigYWmw5CkFVop695ZJwdIUnGLel5FkacE9sfFB3yStPob/GMs0VcGJhA+iQVDcwQCiGKOraSPXSCDG8PM66+iJI7vjfxm/wQ4mzL4EqNv1LjrxRODsIUDG1sZvj11sQVOrzW8zhu3Y2nP0luTxj5MyvpbzqRdJ2q2zFDBqr1PDKKVxIYHv9GYEtX8XvMsfeKKdjGo/ePCJLkMlrSFYIjcqGimEw/8SLtJZ9gRturzOx7B2V0lcGIlS8tDTweyMkBl0t2acVyzJ2T/Buz22UA/bvN6zpVjFKURf46XAT3roXSwViAvF218+nKT/PM8WcSgt41NObnzKfOVcfJID6L69KyS9ncLomhqSi2AGY4ZtDl70qwO1qQlsb4rKz49iLHjNgXk2WB2TU7ilD48oIvc+/Be5mdPZsubxfekJcrZ1zJc03PEQhXmVmevxyv6aV+oJ5ZmbNod7fjF34EArtqx2FxcH7R+bzcIgstXFG4ki8efoutFpMv5Z5HQ/PLzC1djTLz41KV1FMPPUfgpb+FK/9bWvaOvwZbfyNVW7ZMuPwnkmhSFUkKddXCIzeA3wOLboCsYnj9x2DJCDO0ClSsgBNvhTO5RiFruqyQqFngC89ByahKg50HJEG05q7EHCsh5LGLFsZsi5HvU90zsOGf5czk5T+F134o96+5Rm4rhMzhuv4BSX69+gOp4uqL/B0mo4SQx1eQ7zXSfmRZ0SL5t7MBaq6VJGz7PnjgKhmo58iUijAB9B2T/T+Lx8JnCu91Bte5wEQDqMnWp5BCCimkMArBXg/eA3149vcQ6pmg5DWADo4LS/C8JmezRIcHT8cgmtCpHXgLT0jK6z8YFRAVYAFYy7A6FpxxQkvRSJpTcirob0n8nHKL7TFlVxyEEAnHLZ6VSV+rm+nz82iu7Ue3qYSCpgwLjpsEzy+LEVT55Wk4O6VdcTxyy5Gj4XXJg2Tn2+lvGSEW3iESfgFkBppw9DSiAkXd2xnKnUfuwGFUiJaLt65cScE/fefkTkwKZwqp8VcKKUwRImjifPII3gNxBJZN4cjALrw5XnoGmyZtYzxyC9UK+kVY0vJR1cLxya0wGeUfGYfFmoDcSs/VGXGFEsktQNOUMcsi5BaAFvRR2FdPcV89Ge42rOefh56Ti/ettySZlZ0FQ2EFr98PmZlRcgtVxWxqln9nZIB7VLB9BL5JqvfGw26XipbRCq94K2RONrgmkJWPDpoPk1sm0LJ0Os8Wt1HghhdWKqBptJfrLMicw8Ghg1xQcgG6qpNly8Lld0VJo3PyzyHPkXfSBJeJiYaGpmi82fFmrEtTLI/Z7m0nhAyCNzAQCD5V8Sn+1PInLIqF6ZnTOTZ0jDQ9jZqcGnb07YgSWpHf1VnVNAw1cH7h+ezv249iKvgM+Zn88dAf0VSN2oFaLq+4nPu5q1sAAQAASURBVI+XfZyf7f4Zt9fcTtdIF08ef5K9/XujbR0flhUXb5x9Iwh48cSL3Dr38zxRdz+fK7kERVH4x4/9G7q4i5qDz0PZOcxrfUtmT73+Y0CAu0faB0Mj8NLfSfWWZoGqj0H903DuLfLze+hauOUZ+fn1HoVLfyhzqJbdKtuxZsCBx6Fzr3x9/NWxJzB/DvgH4YaHYCAc/l48SuEkwiF2NzwQI5giyyMkU1dtjKyK5G8tvFZWQuxrkKRWwZwYEVZYI62Tn71P7l9zjQy47z0mya1Lvh+zKyqKtD/GHxMBj94oybO1/waFc2DhdXKbzgOSGPvC83B0kyQBCxdKG+Zzt8v2Fl03pe9XCuNjMoLraUVRdiHzH1zhZTnh33lICX0KKaSQQgqTIOT0Sfvh/l6CneOoeCBhxlYgUKrt9PU3oxtBVKFSP7SFbm8TmZa8DwipVQUMgDobS8YqNE07M4dJooA6XeTWaDiydFy9coCpWSVR5cjS8Q6FUHWNC66v5ODbXfQ2uek8OoymK5zYI0vU589Io7fZnUBuAQz1+lF1OR4a7g9Ec7dGI6vQwlBPEK8rRITQGuwepvL4i1jECEdn3gCaTmb/QfSQh4yRdjRgRtsraEJAaQkwTH7r5jFt67m571lwfwqTIjX+SiGFKcAYCdL/wEECzYmRdMJv4vUNceTIjqT7OXJyCXo8mIaBaYy1pKmWdPJmXs9wXxBELG+rZHYmva1u8kod9DR6sKZL59V4nEfZ/EzaDyW3iedOtzPQ5mMkbG0smZNJ57HhaFuqrqLaBMEwaVZcptHbbWAaJouWOyjSRwht60IJyf2D23cQVBTsq1bh27YNBuPOiWHAcHwhFBGzMLrdU65UOCHGI8MMI0ZcTURuQdIqigHgiY/DC6s6ZAWWOIREiB6fzAd7pV1y/nOy5zDgH4hus7t/96Rdjyin8ix5OIOxqoUGBkKIBCXVeIioswDs2PEhz0eGnoEr5AJg/8D+qAWyYaiB1cWruXLGlfzL9n8Z097asrV8ovwT/HDnD9nds5sQISxYUFC4rPwytrZvpWZaDdu6t/Fyy8sYhoEr4OK+Q/exqnhVtP/x0NEpHOziIeduvIaHMlc7v2xtYG5LM4qmg1+D3X+A+VfD3vvhgm/B9rvBlg5v/BREUA58AGZdBrPXga7BvKsgfZq0Jj56PXidkghr2Ayv/wSu/i1c9q+SyHrtx8mVWgCZpXDh38kqiXsfhvP/Sn53Irlao8coEfJq9LquWkkyociQ+RseJJqbFVFfKapUbkWqGnbsl/usuE0SehffAXvui6m4Nv8LrPjLmAVxNLpqZfvXPwCX/QjWfwde/o4kAW9+XG4TOX7fMXjjR7J/eTNhQdjOuODq5OclhZPChBbF6EaKci7yKSUPcAKNQoi9Z7hvZwVSEvkUUkjhVBEa9OM90IvnQB/B1nFykEZBIFBQCBHCCAURiokpTPY5X2U46DzLg+JzgFlAFyg56BmXoOtTLtZ70tCsCsIEM26GO6vIGq1K+H5h+rwc2g67QAHdqgICwxSkZY61G9ozNXzDcgA6Z/U0dF3HkWll958TS9EjTFTFpDq/j6N9hRDyU2Dpw95WS2HXfrLcUuE3lDEdr6OQwiTVs6aC/L/9FoW3334Ke36wcbZZFCNIjb9S468Uxkew1yMrJToTiZUetYOO3iMcGUpObqEoaFYrht9P2YJFtB+sJbe0nIGOVhRNIy27khFnJ9bMa8ZUSLTYNZZdPoNtzzdOalkH0CwKRnBqip9IYDyAPVOluCqbpv0DMhJImGi+Iea2v4TD2Uym6cRSVkbo2LFEckrXZYh8vLXP4YDR1sV45ObCwMD4698llOIiRE/vWPJqHFItcrZ6z5tFn9/JHxcP0FymJZAKM9Nm0uRpSthPR8cM/1eVXkXjSGPy/iSxGEZytc4EHDjwIYPhl+ctZ59zH1bNimmaaKpGZVZltIKjGv5PV3QsFgtmyGTElJOiVsXK91d+n9r+WoQp+HPTn/EYHhShYGBgUSwERRCH5uB7K77Hv+74V4JhIsmu2jHMACFMcoIh/mnYh6LorPvED1HX/wME/TLwXLOD4QM9Ez7931K91XcMBprg9R/JQHnVBhixioiKAlf8XK7/7P3QfwwO/RkOPQeqA5SQrG7YtjP5zB0KqJpUS1rT4danpRqr7hmpmIpXXo0mlgwDtvwvrPp/0HtQqrC6auVx+htgWpi8ivx76KpNtCrGv+7cD4/cCJf9AFAlkdVTL7eLEF977x/fngix9kBmgJkiZtWMrC+sgZf/CXb+Dizp8KU/SxLvI5zD9V5bFAEID6Y+EgOqFFJIIYV3A2M4gLe2D8+BXgJNkxQ5K7FBZ6TMtcBv8WML2AgKPyEjyN6BVxgOzySevcTWUhSLHd2x4syps8aBERBULMqmr2MYT78cNJ1pciunzIarfVQBgFHZKp3HXfIPAeULcpm5OJ/uE8McfLNzTHsRcgvg6JZeFEVhTo0M2K8sCdDcCYVt75A92EiGt4cMdxt6wVIc3h6yfF0oQsgBXmYmDA+T7W4j2z1OOOsUoBYVn/K+H0QIwyDYOfZzOVuQGn+lkEJy+E8M0v/gQUxPIinRpBxh+/HnJty34tzlFFdV42xrZeY5y2g/WMtAh8zuKl2wFkfO+XQfbyTgyUfVFXJLbQx2Bwj5TaqW5WMYoSmRWwCzz5vGke29iEm4k2kz0uhv90TvJb5hk6b9knQqr9TpPNTH7IanKa+2EWjrANOU5BYkkETavHkYdXWJBFeE3BqnQuIpk1vjEWPxNsOcbETX2JD30f2G2Ck1gZeXwf0Xn0BVdcwkj6vx5FZVRhWN7kZChFBRsSpWWkZaxuwTO07iOSizlzE/bz6bO8Yqm0djcd5iDjgPRF9fVHgRRTlFPHP0mah6K4I8PY/PzZNVEO+pu4cQIXY5d2FX7SgofKzsY2xq2xQltxbmLKRlpAV30M1F5Rexo3sHN9XcxO9qf8ec3DncNPcmerw9PH70cQSCtdPXkpeWRygYkhUeBVhVK3bNTre3G6tqJWgGuWn2jVzVtB9a36B50XXMDASY3/USiilgqE0qsoIBGfwudFDtYSJKwCOflUGf8z4t35Rmg0/9j7T3Nb4OpgFv/Jvc9twvynyuP/+tzJdCgOmVv1u3jz2ZWWUw1AHzPgOH/wTn3iytemaYeKq5RhJsUcIokqdVK78sJYvl9q/9SK7fc5/M0dr4PXl8zSKVUxFSLD5oPp6cimZ1LYK1P5Zh8zc+FJeFFf6+5JRLsi2+P4/cCCIEtzwts8Hi20eB0sWJpFzRQklu7foDnHebVLypilweCcdP4V3jzE2tp5BCCil8RGCMBPHW9eHd34v/xODkA98wIRLsdMtsBtNAVRT2tG8gTc+i29sEnI2kloK8bZSCXoIl7fz3nNQajZba97ZE5BhyC5i/upCuhqFoJpcRN8Y9sbef5gP9VCzMjS7TrAozigI0tloAAUEfdl8/vvQSSrq3ULL7JfSsBUx7fRvTMqaT4e9GMQzISAeguHfP2I4NJyoEpxQenAShzo6T3ueDAGN4mMCJE/gbGwmcaCJw4oT8aW5GTFQRLIUUUjjr4Nnbg/Opo2DEh48LAiE/B7venGBPiZY9O2nZsxMUhbTMLBRNQxgG6dMW0tsyF7VtCJiGokiFcH9LTCF25J3x78vFszLpOp54LT62vY9pZRn0NsuMK1uGSvnCXNz9frqOuckvlwVM+po9KHG3U1VXMIVAEyYLltgp/tP9ZBfbCGxNvP5rCxdiNDRE7YHG0aPygTlZlchk5JbdfnI5W/GIJ7es1mj2VuZffQ33U08jurvHWhKnT5f9aG9P7BqwZQ7smAMo0HPebOz+TmZlzqLeVY+GhomZNP+qxR0js0xMAiJ2TV+ev5y6gTp8pi8h2D0e7b522jvaxywH0BQNU8jj6ugcdh5GR0cgMDBo9bSyw7mDq2ddzZPHn0zY1xly8uu6X2NRLdJeqFi4rvo6NrRswBvy8nbn2wnbH3Md486Vd/LnE3/mjdY3sGpW+n39BAhQN1DHT/f8FNM0ubTiUt5sfZMtXVvwhDxRUmtR7iJ29u3kuhnX8ejBB7AJwVdyzuUvep2oRzdC5Rpqal+U9sCQT571rb+EhTfArnsgpEDlKpmL5RsEZ7Mkt867TSqkskpg1sVQeo4kd/beLxVbWphOePWHUomVYD8c9XnZssA/LCsnHnhcVhFc/Q1o2QLl58HBZ6HhFdn2jQ+FqyHWxkLfL74TNvyT7Nf5t8t+gbT2Va+R3/vLfgh5s8DZKF8Lkdza+MgNkqC7/N+lVfGGB2U2V4RUi1gOP3s/nHe7rKb4uYdjbRUvgrU/gk13jB33dx6Qqq+bHo9ldAHUPwM77pHn9PJ/l5lfH2Hl1plCiuBKIYUUUjgFmJ4g3vp+PAd68R93TVodCYBCMHsEigmBkJ/dzhihdfZmapUAAvSZZwWhFYGiM+mMOEBJTQad9eOE5wJp2SqewXE+PAUsaRAcFZmWVWhjZCAQtZ0ceqcHi320IVCQmaMw7ApiGhaa9jvRzADz2l+g5JLzcD7yCOqiv6aoZxcl/bvJNPoYXnkDWa0voBoGRZ07ARkAry9ahLW0FM+GDZO/4TDGkFsWi6yENSk+uBlcIhQi2N6O/8QJAo0noiSWv6kJo2/86mkppJDCBwPCFAy90sLwK4nqnKAI0Di0n6NDu/GEpj7pUb5gMXWvbkQYBtklc/F4LiFzmhWPc+zNpWROBp1Hx7+XADg7vZTNz6H9kCu6zAiJKLkF4HebNGyTmYyaRcEVV2gmnn8qdrio8u3Dt30bjpKPkdHXgNFjxtRRaQ7weCW5FU9m2WxhZdQU87SSkVvp6TAyTlboeCqwuImC4fvugxFP8rba2qRlkhgncKI6gy3Fbl5YLYPjATRPCwYG9a56YGyWVDwmshbu6d8Tzc+aqI1kmGabRp9f3js0tKTHOe6Wwe1Ng01jrI/zMufRPNKM15SfsV23S5tiwXI2tW1CR8ehO/CG5Ho/fh4/8ji1A7UAnDvtXDY2bcSm2vCbfhbkLmBb9za2d23Holn44oIvcrT/KK+0v4KJyc6+nWRoDq4aHuKa9nYIDjMvcBhFtcpMraJFcCIc5l66QpIriiaJpYwi2PLfcOI1qLxY/s4ph/mfgR13Q24FfOxvYxUI535a5m8JUxI2pUvBlgH+JM4F1SIteh274fy/Ad0iiSlbJuz8Pcy8UNoSI4Hxb/8cPvk/UtVU9zRsvEMSRTc8KI+nhhVlr/4QcipkKLsQMjB+4/cAJUw83Sm3X/eTxOqKECanfizJqfxqqfwqWhizQkbUYpHsrt1/hOVflv/WTFOeu6KFkgy7+fGx4fdK+H+jh1R51ZCWL5VbkTZSyq3TjhTBlUIKKaQwRZi+EN76frwHevE1uBJmj5OiQEGvyCO4Ww6QRLfgwMAbAHR7m3EFYrL9s0utZQFK0TI+g8Vieb87kxQRcsuaCUEv44ayT0RuAeOSW9Z0hcCIGENuocBQj5/cEgcDnWHpvVConKWTwyC76nRMoUEowPCAFYRKYeAIucffJiNsK7Qc8JHtbmNZ7a/IcLfJ8GKLhbztT2FGBngQfZAwm5vx1NaO7eToalMTYUrkFuilJVNr732CEIJQTy+B5iaCLS0EmpsloXWiiUBLy5TfZzy0/Pwz0NMUUkjhdML0Gww8cQRvfX90mZKu06t2sOvQiwwGe0+qPVXXaT10EMwQxbMXMui6FE1VyStNw+NMfEifsSSX5trkNr7cMgc5BQ5O7HNihkxmLy8g6DPobx8eU0xkNIQQ6JrKnAsLOPR2d3iizGRa3z6qX/8DOpB7xRVM+84/YjiduF97LUZIebyQk4NaWop5OG5yzG4fo+g9KeTkxCotJiOzppDdnHnV1QSbm/G9805yoszrxWcBJQgBC/z+YwEc88/F5jpKQASi6qgSawmdgZiF3IYNP1JFnaFl4DYmvr8DUwqHHw99/r5o+LyBMWFO186+nWOWNXubuaD0Aja3SevjSHCEx489Hl0fIsTFJRcjhIhuEyG3bKqNrV1bWZy/mIbBBoQpOOI6QqYlky/O/yL31t3LvQfvjZJjVtXK7SKPCzuOMr/hNyiqHeZ8ErwuaH4djvwZjr+CfPQPQccuOYBa+dew+U644REY6Ya0QpkNZcsEVyvsvBs0hySZ8qpl3tXB52HGBdD0BhxdD8MdcCSJ+lvRpKLLngO5MyTBtePXoDvk63X/BhnFsPXXcvvV35DqsMZX4ejLUDQPNtwRU4RFcq9ufkLmWFWslDZGkIqpDd+T6q3COZLMy6+WarBXfiCJqHiFVKRaYcFsWR3xtR/Gtuk6AI98TobTlyyR46xlX5ZE3/Z7pHJs9x9lNcVXf5A8/L54cZj4GkVclS6BW59lTOB9CqcVKYIrhRRSSGECmH4D36F+PAf68B11QmiCwZ2CtB8a0i4R7PLh7W7miEsOfDymm9bhg+9Jv08O6aCej2a1otnmoaqj1UhnLxZ9ogKPyy8fDk4BtgwVvztJ1aaR+M85nKUAzJ5vIeCH5uPh2emgD82ik/HQf5DuauLcjOl4HIXYvT14S+aguFzM/uwqRkIq4vgIuEP4t21DKy8nsy2clSUEBAKS3DKMRNLK4cC6sAbflq2JKqxkFpSI1ST+oWSi8u9JoJ0Fn70QAqO/n0BzM4GmZvk78tPSgvB4TrpNxWLBOnMG1soqrJWVWCtnYqusxFpZiZaVlbwiUgoppHBWIDTgo//+gwS7YmSJlm8n4Paw8/ifGAqenEJT0TQEOorlEyi4yS67nOHBAQygrW6sAqWvZWRclbary8vIgGSypi/I4c1Hj2GGIC1HxxMKTazuFlA2J4ejO+X9S1MMZh+8n5Lu3VHhh33uXEY2bsT98svY167F98orMkQewOXCdLmiqicgVhkxgoKCscsmQoTcgth9RJXFUjAnGv8oUFICPT14du7Edska2LpVWheFAL8/qm06tDiHP57rkvsoCs1FBpUBN37hZ17mPA4PS8JO0eRZmOmYSZO3KUpuAQnkVjLrYb6eT3FGMfWueiyqJRq2Phl0RcciLFTnVlM7UMv83PnUD9SzKG8Rtc7YRFOpvZROX2dUsaWgkKllMmTEvj/ekJfhoCQbp1mmsaRgCW93vQ1CVn80MNjcuhmbYouqv7LULIbMIfymn1kZs9jfvz/a3tXTr2Zp8dJoVUdfyMcNJZegpefzmUMbqWnbgRIpL2P64fDzcPH3QFMlaRQIyoB4RZcB8QtvkJ+NKWDLL+HQM3DRHbDya1KVlT9TklNCSOKo4RWofxoySqApbAV2Jck6m3WpJMDe/E8IuaHiAqh/FuZfKwm1Hb+GTf8iCaXZl8Db/y2JImFCz0EZdN/0Nlz4LUkS9R4Nv6c45VR3nVRlAXTsk30TZkIlcvobwsqrv5D7jIaiAIo89iXfj5FRIvy/SDvddbKdtT+Sy179odx+dEYYJAbXx+dxxYfZR4i6lHLrjGFKVRQ/ykhV8UkhhY8ezICB74gT74E+fIediOAUZgBV+RMyQmhCo3n4YLSC09mlzgI5t7EKzZGBZp37gSK0EqBAcXUmXcfkAFLVwTwtRZAiA+HwHJAQZPmaGLJXUtnyZ2a0baY7Rw5KHN4eVE0jc7AZRVHQahaAIw1j59jZXCAhp8T+2evwrX95zAy39bJLCbz2OoRCqMXFmN3dsQyJ03nPrqqExhOxfgnB9IcfInPxmZ9NFEJgDAwkkFfBOELLHM8eMwn0ggJJYFVVRgksa2UlltJSlAnstWdrFcWPMlLjrxQgHCb/0CHMkRhBEbQF0a4v4OV/+xnDoakFpKtWK2YggCO3AO9AL3MuuJrWI5VMK8/E7fTjHwmBIqZ8D5m+MAtXhw+3M0DlObk01Q6EM7ti22TkWXE7J8/40y1AMMjs+gco7t0jyS1VJe2yy7DNmwsCBv73f8e/BxQWQs8ZHGfYbOD3n5xqOIIF1Rgrz0W590nWnwMDWfDCSiWRlIvDNMs0+oJ9OBQHXiHVScmqHibDVLebaB+rYkUgSLekMxgYRCBYmLOQRlcji4sXU9tXiz/kJ01LY0XxCl5pf2VMm/F9T9fTWTJtCVu6tkRfry5ezRttb6CpGh+f/nG2dGxhOJRcdTcrYxZtI234hR+7asemaigoBM0Qqqry+95BFpStlsRTJOBVtYRVTwooNvj0L+DIS3DkeVnV8GN/B+/8DwhDbjf/Kjj8Epg+mH8NtG2DZV+JkUXbfg1lS2QlRWeyypSKDKrXLLD6W/Dxv5dB8A/fICsPCiErLNqzYdYlsq/n3S4zqLoOwFu/kOTasq9Axfnhg6qSwDr4XKLt8JV/lWqqPfeF7YPAg9eC1wkrvgIHX5DLzrsNdoazrnbfJwmp0TZFkN/n+mclWaWqYTLqQCzEfnS1RRi7HmKh9X3HJGF240Mxgqtjf2IeV7JjfMTxvlRRTCGFFFL4sEMETXxHB/Ac6MV3qB8RGGcQpysJKi5TNRGmiWEa7OrewHCg/yzM01KRl/tq9MxL0fX359KvWRID2Ecjo8CCu3fiWVZrBgTCE7eKQpTcgpMjt2x28EejRyIKLSEDRxUdEBS1vYYKZA2doLB3D+3ll1LeuhkVKIkPeo8b4Bh19bJMO0BVFTQmDgbtF12EOTREYNs2fC+tB48H0tLkwwOAYWB2dUlyq7wcs7UV+7q1hDo6CR06FJu5nwqysmBogkqeEXILoqSbd8uW00ZwiVCIYFeXtBK2tBJobSHY0kqgtZVga+spk1hqZibWGTNiP1Fl1ky0jIzT0vcUUkjh/Yd7Ryeu548nxAGECPFq40MM/XQQMzS26Md4MCPXuAEdPe1KOhurUVVBb5MbW7qGaQhU6ySNKFAyK5POhmHaDg5F1VknagfCyu1R/R9ITm7F7j+yyMjshqdJd7WS6W6LRfZYrXhee01mLzrs8r6S7PqvKGPJrXBV3dMFpaAA0dY2ObkVf1xFQQgBBxvY5Gjk0FUqW+cRV5kuOfqCfSgoUYIIYlUPZ6bNTKieCDDNOo2+QF/CdpMhXvE1ep9p9ml0eDuYZpuGK+ACoM4lqxwe6D2AQBAiFM3VimB+9nwODR4CSOj7SGgEQxismLaCnX07ubD0Qja0yDxNCxa2dW7jC/O/wPONz9M20kZNTg0102p4ouEJQGZ8Lc6s4sBwIx9Pr2TvQD1/PzhCpWJHqbmWea0Pw/E3JDFlGFC8EBQ1XNnQAOGDjf8EpeeGe2TIz0BVIOCDqouhYbMkt8pWwKHn5EDr7f+C0Ii0GQoDjr869kRmlkiiqnixJJimzZaWPpCqsHU/ljbBx2+FZX8J+x+Ghteh5jpY+xOpjHrkc5Jkq7kOjv4ZDj0PCDlj2bYT6p+T7URshyBJrnjF1S1Pyfytmmvg3M9Ly+HG78nxXNUayJkh9xltUxQCap+WofX5s2Lh+U98IdF2GK+66twPDa9KRdfnHo6111UrSSyQ2V5RNZiQpBfE8rg6D8BD10n75s1PxHK/UkTXaUOK4EohhRQ+shAhE1+DC+/+XrwH+xH+CQJI7Rr4DJRCG6LDR9PIQTpGjjEcdEY3iSi1zg7Flg5KMZrjEnRrnsx5ep8xEbkFEPBOHgAbIbcgeebW+AgPYo0QaDrBkaAcQKFAyM+MlvU4goPY3J20T7+EvP5aSnv3ED8Un9kaLiGuqnL2OWIXjFdXlZXJQUxbewK5pc6qQps2Df+2bbJqn6pKcgvkb02TywyDUK0cTGulpYgBJ6AQSpbBNRp5ueCMUzNMRG6NA6Wo6KS2N73eKGEVaGkl2BpHZrV3nBwhFwc1PT1KXlkSyKyZaDk5Z8X3OYUUUjgzEIaJ68VGRrZ2Ji5HYBgBvKFhTHPq5JYtIwu/xwumgZ51MbpWTPm8HJoPOUEB/4i895gTiK1yix34vSFWX1fN3k2tNO6Js0WOc+tSdfmMPdqmaG/bgz9/CcW925i/ejrs3Y8CaBUVGD098l7g86HPqiJ0rAH7uUtxXHkFA3fcOfYgyRRdk5FbJ6kGFh1TrK4bOa6mceRrl+L0OnHu28mbn5nBCV/rhLvGk05ppDHC2AmQ0eQWwGDw5Cspj7Yzzs+cz6FhSU51eOV7bXG3RPsUyeHSVI0rZ1zJs43PEjADuOMGJBFyK4JLSy9lc8dmVFS2d28HYFXxKj5W+jGy9WyahpvY0buDEXOE39f/Hr/pR0WlabiJW2puYUPTBvzCz9VFF/Jm6yZuLjyPb+/fQIMOc70jKPOvhj2PSgKq6hNwbCMEhuH4BrA4QLFIJdc5n4fMUtj1R6i6BDr2htVbCsy7Bppek9833QG9jTD3U+Bzyu1AklujUbIU5l4O+x6WIe8v/LUcYq37sSS42vfBA5+SarELvg7XPwD7HoGQF+ZeAe27oPegJHUu+6EkmGZfDhd8k6g1sOEVqfqyZsaIIUWRKqz86sRlpefIHxGerIxUQlSQ5FvpkrFWQpCk1MvfAd+AJMhKz5HbXP9AuB8ikXTqqoWHPivJvDV3yhyw2qclsVa8SCq0FCQRF1F8ddVKRdfaH8eC6BVk5ckVt8njRAi1VBbXacMHmuBSFOUfgUYgD0AIcc8UtgdYAewUQvzszPYwhRRSONsgDBP/8UE8+3vx1vchfOOTKkqOBeEKYqnJIXjUhX+GScG6Spy/q+WIa/tZQmRFoKBos1HtF6Jbsj+QBEDAbaI75Bjo1BGnxgLwuUj3OxlJK6K4awdF3dvpLTqfwu7teByFDGdVUty9nZzIzHluLvmH708+k6ZpsYws05TZJv39sTLUECt9rmmxGXfDwDzeiHk8Rnjp560gtHuPzNXy+8NVr0iYpQ9u3w52O75Nm+S63NzEsuyj4Zxg3RThffNNuOaa6GthGIS6uwm0tRFsayfY1kagrVX+3dpK6GSyXUZBTUvDUlExVo01YwZafv4H8jv8UUJqDJbCmYAxEsT5yCH8x2PEhUAghKB5uI7dzs0YYurFJKxpmfjdQ6i2C9DsM9EtRQgDGvc5qTp3Gs21/RgTZGvmlDpwdXkZGvAy97xiBro92DPiHp/ibjfWDAVHps5gp+zf7BUFHNmaeI3UFIOqpg0E+msp9jeQl/kF+j0eLEsWE9x/AMfay1BycvBu2UroRBNYLASOHUN/J3vK73lSTERuJVOKTdGWaGgqqmHiUw1+79mEVl1NY5EOo8itAmsBvYHE8xJPOkXILRWVry38Gr+p+8246qzgSXwXxkOE3IpAQyMgYmynicn5RedTmVXJ5pbNaKoGJtT317OmeA2vdkl108LchdQNyAmqxqFGbqi+gQU5C3j42MO0DLawtWsrW7u2AmDX7NH2hSmwqTbOmbaEHT07UYTgd8u+DcJkblcD1w0Gmas5UYJu5oWsgIBjG0C3woLrYffv4BPfg+56udwIyHUWK1SskgHxM1fDVXfDxn+GXb8H1QqNm+SsYeEiGGgE1YAjf0p+kgrmwWCbJNTmfRKqL5UkVyTMvT9szZs2W1ZgDLihbAG8+iO4GKnMWnE7XPpDeOVOKFggx1kFcwBFBt1//smYAkwBtv8aVn5dVkNEkXlcJYvlukc+Bzc9Fvv3V7JYKqMevREu+5EMkI8fQyTLwypeBLc8A84GqAnneYVz4RIC4CM2xgVXx9RiC6+Vy569Te636LpwQH2ttGdGSKviRdKuWLQw7riLJeH1yr/KDLIbHohVkEyNe04LPrAEl6IoP0UOkJ6KvFYU5bOR10m2v1sIcXvc692KlM+mBlgppPAhhzAE/hMuvAf68Nb1YXrGV5Uo+TaEIqAvgPAamLogmB/E4x3mrS1PEaoHffAsUGkp2aj6YjT7PFQt44yRAYoNRPxEeXyA5xnA1MitUR0QYWuhqofXCQgFsHt7WLbnp1gBd8Z0WbEQyPd2gmGQ526DeKshSAJJ17EuX05g2za5rKICWlpiJFQEYXLHvm4dvlflANd60ScIvPkWtqVL8W/dGt1Ura7GbGiQDw+GQWjHTkluAcr8eYiDh1ArZ5J22Vrc996Lungx5s6daNWzpO0x0rfRiA+ef7dQVbTcXDrv+n6YyGoj2Nn5rtrXCqZhLa/AWj4dS3kF1opyLOXlWCsq0PLODmVhCieP1BgshTOBYPcIfQ8cxOiP+scxMahzvk2vr40+f9uU27LYHQR9AQKeAJr9QjTbclRVRdWgsCqT7hPDnNjfN6kS2NURvimZCgff6uLgW10AFM/OoOuYO+F2FHALVCXWYF/rMAjQtCBGSMfubmVJ5mHSRtpRQn1Ylp4LBYVk3PQ53E/Jfzre19+IWsYBsFrJ+fzN2FeuxL1xo1TbTOWaPJ6lEeR9Y3RBkwiS7RMpYJIEIu63x2Ly5hJ4fRG4pucw6E6W18QYcktHJ1vPpj/Un7BcQZEVBBGoYT31yVRF1NDQVZ2gGTyp/UodpXR6OxMqJm7v3s6O7h1cVn4Z77S/w6VllzItbRrPNz4f3SZCbgE0uhtpb2znT8qf8BpeZmXO4vjwcQBWFqxkadFS7qm/h1C4JLRdWNnes0OOZ/Y+zPzjWyAUBMPDvAXXSoKoag0suhHW/0OYDNEgo1AesLNOhskbXqko/Pj3IL9Sjtn8w1D/DNjzoe4p0G3SQiiQdsSesEI82ddK1eH6hyA4Ahv+GSpWy4qDW38FF3xDElwR0un6BySRY4SgphZatsKaO6QNcufvYOnnZcD8jrulvfFjfyv3vfVp2Zd4hVXxYrj8p/I7euOjMHBcKqY69kPvEQj5Zfj85rsAIdVT/cekVWDjHZI4S6aIipBgkTyssnPkD8SysUwh30uEdBpNZJWGt49UcIz87qqVxNj1DySSVpF1T4ZJr6KF4ZD5B+T77KqFJ1MVFU8nPrAEF3CbEOI7ca83Ad8BxgyuFEXJAVyjFt8d3j41uEohhQ8hhCkINA3iiZBa7nEGhFYV7CoMyUGG2e+jvaCFzqEjZM4opKV+P7nZVTi7G3AFeqH3/SjMoaBoxaj6cjTbdBTV/p4RA2K0C+QMvX3VOtoeMkqJNfrYwsTubqesdRNWIL0si75+HavPiQakeXvIisszyXTHPRiNJqpGIxSKkVsgya34vs6ahXlcDlQpKcE+Zza+DTJTwzhxAoLBBHILkOQWSGVX5AEiGIRgEHHwUHib47iP/xasVjRVxQSMw0diAb/JEP+gU1wMXV3Jt5voYSfaSZOhRx6deJsk7VpKS7GWl2OpKJdkVkW5JLPKp6OmpZ1ceyl8UJAag6VwWuE91I/zsSMJUQGtnqPUO99mMHjyStGc0rkMdC9AURRUvRBFUbBnaJgm9Ld5xs1sHM+9ZwQF+dMd9LdJwktVVBQdRAgyCywMh/MjfcOx/ve3ym2LGtbjzayipu43RGO+fD4CW7bSvyVcaTAYAlXFftFF+N95B2G3S4VwIIDzd78n7fBhee+a5P6l5uTIfMOJSLCTnbRIQm5FTpEJNOfC8yuho0ihuViVJzE0xKyMWRx3H0/apBUrAeRNX1f1KLlV4aigxSvvuQYGr7a+ioKCiYmKelJB8iYmAjGG3CqxldDp7xyzvYJCga2AVm8rGjIEf0X+Cvb074m281bHW3hNL5vbpf1wReEKdvfsTiDDItCFzicrP8kTx59gSd6SKMG1rHgZjxx5BEOEuKnsMhZnVjLzzf+kuWIlSsubXD6yXjaghh/T514hiY9d98Jwu8zYUhRYeJ38G+BohGjTkEHzKmz4rrTCzVkHB58FTy+EfGCEP89kNl97NlR+Amx54DoB/Uch6JYqqvNul4Hz9hxYdD289iO5T/WasGLpAUkGbfieVJEpqgyVL1oow94LF0JBDQx1wsyPyzyr4sUx1VY8uuukddETtgPuuQ8GWmDbr8IflgoFs+Hmx2I5V6/+EK74KeQnsSPGPmT5v/ghdETVhZDKMERMYXXJ96VyC2JEVgRqOAg/XhEWUW1FSKs1d0ll2w0PxNbVPQPP3Q7X3BOzRaYqKp5WfCAJLkVRliZZ7AQuHWeXPOAfwzOI8dMJVae9cymkkML7BmEKAi1DeA/04antxRyeYBAXLjbjnRfCUZUPL7kIBgLUO9/myIkdcvDQLwdRA/v65UzaewXFgarPRNXmolqLUNS0D73SxQxECK0goEMwIEtLmSGKOt6mr+Acpre/gQAcPicqUOQ+hOoNz673QtapHvzjH4O33p40k0S/+GJCb7yBGU94dXYy+Mf75N85ORgNcYN5ux3L7NkEjx3Dcs4SlMxMAps2T9yXcDn14PbtUVJKr6oi1NSUOKsPY5/ExiO34JSzsAC0/Hws08uwlk3HUl4u/54+Hcv06VhKSlDep6IFKbw/SI3BUjidEEIw/EYbQxuaEiYxhvNG2HLi2VNu19Wbhm4tTljmcxtk5Fvxuce/Hk50G4iQWwB9rSOUL8ih5YArSm4lIogW9FPUtYPZzRsYv4Zr+KCqCrqOb+NGOanRH6dmGhnB8/KGiVqQsFgwBwcnz9eKVEOcIItLmVWFON6IsmwpYnei0lkAIeDxC6A3D7YuUJOGxze5m8btQoTcWlm0kj09sfbbve3Rv3VFjyqcYGL1VnyGF8SqIwaSBKslI7dAWmF7/D0Jx8pPz8fol+2uLFxJRUYFTzc+jYFBjiWH7T3bWVm0korMCl5sfBGbamMgXNmzOq+ahXkLeeL4E7zY/GL0ONOzpvPbc/6O5s3fZV3fS6jzPg0jAyxs3AJVa+HQs5BeAiOdMPNimDZHKpKypkvSB2DxDbD7XvjMb2DZV2HvA3K5qsmfnHIZVLrsK5IUypslA+STQgHdDhd9F86/HfqOwP1Xgc8lian82XKb3BmyWtC6n8KCayCrRJJuVRdLIkcIeOUHcP5tMPMicDVKcmvL/0oyLKdCWhgP/0lWUtSsYZuhEiN3Og9EPw1ufgr6w+HxORXw8nfll++Kf49uErUFvvqD8SslxqN4sbQ6xpNJ8cqrCGEmgEvuitkuF12X5AsjJFn1yr/GqiZGFFgR0qpoYSz/K9Kv0cqvSIh9CqcNijidJcffIyiKcilwtxBiVtyyKuA4kCuEcCXZZ6kQYk/c6yeBHCHEZRMdK1WmOoUUzm4IIQi0Dkv7YW0vxuDkJblNRaAusePfN8jr7Y/iVgbJVHIRpokr0INms2P4k8vxTz8UFG0aqlaCqpei6OWoWubpPUSYzHv/MFqNJf9WdAURCIarFkJJ5xsUdWxlMHce2QOH8TsKSbMFyGyrYyTOYni2QauuxogotMKvM6+4HNfv/yCJpanMlmdmwLAb0tNhZAQUhey/+WsGf/0bMAy0WbMwjiefCT9tUBQyr7yStCVLJHkVJrI+Ciqs012i+sOM92oMlhp/ffghggbOp4/h3Zeo0AoqITa0/IGRkOvUGtZmY0m/Ek3TiFQK0S0qIf8EBIkVsvIdDHR6mVaRxkCnFyMo0G0qiioIeuX9a+Y5eTTtc6LpkJ5vZahbjjns2Sq+QQNQQJiowRHmHXuCIr0TpTM5oRKBUlSE6O5Gr64m1NAgLYGBQILFSSspwZiknSgiFXSzs2FwnBD2SKbkeMjJAZcLCBv/bTqKP8TbSx1M6/Ry7xpoLteSkgmRUPbJkKlnois6ASPAommLEpRQU1VpjQcl/F+yfjhUBwtyFrDbuZtyWzmt/uQB+Evyl9DubifHmkPDcOwevyh3EQcHDiYQag7NgRACn+lLeP+L8xZzwHmA6Y7ptHnbsKHzwOUPsKD7CORWQeNrkFEKf/4mfPzbMGsN3H+ltOAhYN7V0LZNnudLfwB//ls5nlv9TTkJdt7X4bHPydyn826Ht/9bqrYuuVMqmuw5MJioQo8iv1qqqa5/QJJZkSqDHfvgwauh8mIZCP+5h+XxixZKZVWErIlXPj1+Kyz9kiTWXv2hJIc23iGD1HfdCyv+ElZ/Q+5vmjJEPrdCtvPajyQZBPDIDbIktqpLFVWEsBJCkl+RoeSjYaVVJNg9QnYpSmJmVk/95BUK43O5FEUe54lb4bP3g/O4JKLiCdz49/3EFyS5V3NN4rlJ4aRwusdgH1SC67PAT0cNrnKAAWDWqBnCZPvnACeAZcm2VRTlNuA2gIqKimXNzc2nr/MppJDCu4YQgmCbG09tL579vZgTkVoK+CtNbKYNmoP0ZfSw+/CfcQV6yLEWvvdZWoo9TGaVoOhlktRSJpzbfc+Qnqcz4jx1pU8iTORAX75SR7ow04sgFMQ+eAxds7P4xB/wmll0FZ1P1tAJSkZVLXzfEXlIgPAMYzGM94CRkQHuWEUlx7q1eDdsnPqxIjPqESgKSloaYmRsJalTgZKejlCUaB+VqiosBQUEtm+XJei9PpSqKqpfeB79I6jIShFcU8eZHIOlxl8fHRiDfvoeOEiwPXbdVHOstIca2V7/LH7Tc2oNawuxZlyKOkpRlFOahqtj/DYLZ2bQ2+ImtzgNt8tHwGPiyNHwDhsy0yj8EF21dBq2dJ1Db3fJZdHLtikr0wGlba9REjhKVmvtxJMylZXQ2iqVunPmYPb1YXo82D/+MXzxWVwnWfUQi0VOrrzLZ7z4vd+phgOL7Lw+J5BUrTUaOjoGBjo6waThThJrStbwTs87aEKjKquKOlfduNueDlxcfDFvdb2V1FI4GmmkEVACCSqyHC0Hl+FK2G5R3iIuLLmQ+w7fR9AIRtu2oHHfuXfwUP8O9rS9xSXDA3zGb7BgyVdR3vyJVFftuVeqp4Ie+XvxzbDnD1K51bZDZmrNv1raFAGevR0sdgj6IC0fcmdC+07J0C6+GfbeF7MtJguYs2XJzNKr/k+SMp0HZJbVS/8g2133E7nfs7eBPReu+Bnkz4L+45IQK14EB59LJI8A3v4fSVRdfbdUmxkGPHS1fE/rfiKPVf+sVDst+7IkwWxZMg9s7Y8AJUYSQdhy+AOpjIpY/hKItQOxudPRVQgPPCX7f/EdsPd+SUDFK7tGE1qjl8HEBFZE8XXdfXDidUnc9dTHVGARRdpEx0shASmCi+js4ZNCiNy4ZRPOHo7afxPwnfjZxPGQmkFMIYWzA0IIgh0jeA/04jnQizEwfolwNdeKmS6gO0h3RieZPRmgQMPIPg45t7yHvQZFzQ8rs6RCS9Xy3tPjnxkkKrHGLA4FAAM0Gw7nIXK8Pcw6/jTOgqU4RmVjJcXs2XDs2Lvv5kTZVZPBapUPF6OzqwoK5Ky2pqHPnk2otjb5/qcz/H0yaBqKwxEjw8a7r1stMudlgvv+tL/7Wwpuu+0MdPLsRorgmjreqzFYavz14YW/ZYj+Bw9hDscmp7RCBy+1/AFXZ3I1zaRQqtFs1Wi2eaTla/gGYte5tGwLnsFR12MFppWn09cygqormCFBwcwMepvcZORZcDuD0e0AEJBbIhVeNR8v4cj2bnIK7fS1egCBGvSR21/LtP5aSvr2oo53nS0ulgVD/P4EFZV+3nmEDhwYN8w9AZmZUFYGhw9ju/RS/K+/nnifqiiXiuCJqu5OgIgFUQv/rq+Af7sBFItlysqqiIrp/ILz2d2bPKPq3cCm2PCPCQmF+Znzx1RFzNayGTTGUbJNgCJ7Ed2+brTwf0IVBM3E71HEGmlVrQTNIJdVXMpbLW/gI8D/G/TylYAOa3/IkVfvZO65X0HZ+XsoXyltiJUXQ+4sGSCfXgB9B0G1gaqANRvW/QiOvhwOiM+RoeuDrZKgGuqGnFJ455cQcMnAeTGOIk+zyPu+ngbWNEk4LQxXDax7Btb/I3idsPQvoP4p+PyzMtR9oEUqyh68CvxDkpC64Fvw+o8lebTnvrGVBiNqp4598OB10k646LMxUmjNXTD/KmlbrLpYbtt/TBJ319wt7ZhFC6UiLRI8HyHGIjbAZGRUPHnUsQ8e+qysytjfAOu/I6slRsLkIwqteDIq0r94oizegnjJ98NZWpGMrQNw7BV5Lq65J5bFFSHF4tuJHC8VIj8uTvcY7IM6TesEckYtywGYwsDqp0yR3EohhRTeXwghCHaO4K3tw3ugl1D/1GyDoUEfilOhwb2XPUc3kWsrRgAu/wQZRacFVlS9JI7QKkFRbGf4mCeP6DhoyhUR4yyGwkT3Ogk5poERJLdvLwO588gcbiGk2SnreIMsbw8K4HUUUhinyioeXbFwPJwOcgtOntxSVbBYyP3a1/C2t+N76qmx2VXhyomEQmPJrQgpBpMH2Z8KdB2toACjrw/riuUEduyU1sUjRxBuN7YlS/Dv3z/+bH8gPDCfXgZt7WPXKwr2lStPf79T+LAhNQZL4ZQxsqebgWeOQSh2jVLmONh05MFTJLdKUSwz0B3nSUsiJJBbwBhyS9UULrplLrOWTWPzHw+RV5qOdzjAke1S0e1xBymuTmfYGSCv1EFr3RCFlZkM9XuoOjcfwzAJ+U36WkdAmOQP1DKjcT3Z7jaZlynE+BbA7m4sCxdCURHBzbFMxtCOHRO/TYsuJyjKyqCjAw4fBsC/a9fY+1RL3Hl0OMDrZSoQcb8j+Vod+QqemUXg75syuRVvDdzeu31K+0yEHD0H1yi7ql/4o8vt2PEhx4cRcis+vytCbpVoJXQaE9s8NbRooPyC3AX4+/0syFvA0YGj/P2yv+e1ltd4s+NNDNMgSDBqU4xkfe1ofYt/cbpQRIh1Qy6U5bdB7izmBYIycD1vJrzw99KCd+I1aN0Ocy6Hg89AThW4WqVF72O3SbJnw3dh/jVSKfTStwETAsOys6oOWniMOR65BbDoZmjYANNXwtwrpUIrYvl76R+lFXC4Q5JUPhds+SVkTJMZXxDOoA1/9rPWyCyuBVdD9SUxkklVYzlVQkhiSbNINVfE3hivhNp7P8y+VBI+xYuQGV9V0qJ42Q9h010yD6u7FjZ+Ty5DxMiteMJoNGlUsgRufUa2298AvgFJokUIrkg+FiLWTrKgd0WRxNW02bEsraKF8vgC2P1HSfTVXBMjyjoPhKsjxleEnDxEXgjBwc4hFpRkfegzdyNwjgTY1eRkd8upEfET4QNJcAkh9iiK4hq1OA+YML03LKvfFBlYjc6ESCGFFM4OBLtG8BzoxVvbR6h38oGZQKCgMKA5STfS2dX1Mml6NkcG5cBq4AwRW4qag6KXSmWWXoqi5n8wbkxxM9KJf8StEKAGhjAtGaAoWIdbKerdTbrPybTePZyYdR2F3dvJdreNm4+VHV+58P3CRCquwkLoibOomiaYJv4jR/Dt3Dlxu0kJpDirbLLy68kQfhhScnMRg4NgmiiFhThWno9n46bYbL7dTv5ffQ3X40+QcdmlkJVFYMtWjCNH5IOUaeI/ehTrksUEauvkYDP+4Sq+zHtnl1SmlZVCs8zm0BcvJlRXh9HaCotTM4wpjI/UGCyFU4EwTAZfOoH7nY6E5T3Z3by++UHEqUwKKIVYMq+PElsJq8YRtOSU2JizopTZKwrZu7GFE3v7ObG3H92moIQthmYAFFVlxBlkxBnEnq3Rc2KYqqXTaDs8QMATVsKG/MwrHWZmsI5A5H4XuTdE3s9oFbAQBGtrob5eXv8VRWYvDg8nf4uZmQifl8j9Of+vv87gCy8Q2hYmjsI5WeNiInIrNxcGBmLia8BQ4KnV8MKFseB4R/DkrPInQ4RNZdsIuTXNOo2+QN+Y5RFyqyanhnpXPUCCrTCCIYaStr8wdyH1A/UIBHOz53Jw8CAAr3W+xpK8JWzp2sK6inV0jHSws3cnX134VQ71HWJzx2YK9Rx6Qi5mO8roGW7hu84Orhhxhz8tVRJXFefJL+SBR2HRjaAK0DIg6JUkVdOboFpkKHsEORXSpufpD9vg/gbe+i/AlJUOfYOSCBtdDjRtGgQ8Mmi+dBk0bZHh9BWrZV+OvST3ObIeChdI8qd9t1y39iew4Fr5N0DNdZLQ2vK/YHjggm9C6RJJFJmm7F9hTaJVMaJievWHsO7HMtQdJKkVCWwfTfhEyLHO/SSMQ80wUQZyeUQZFSHLihYm/TwTQttF/E+c8iuiBJuIeBptLSxZHKfGekBmk8Urx7pq4clwH+OfBRQFUbxoQgLrYOcQf/XQHn5zy1JqSrOT9+cDDCEEjX0j7G4aYFezk13NAzT2np4IjmT4QFoUIToLuFMI8dQ4r6uApXGvL0VW7Hki3EQecPuoMtdjkJLIp5DCe4NgjydqPwz1TDAgsyqQIXDqLgJeD4VDRQSNAIeGtnFkcMcZzNXSUPRiVC1CaJWgqB+s8G3dAaHoqRVj1VuhEIpikOZqwB7yMO/w/TgLZMG0orMtH2sqmCxEN15xdSahKFjnzUOMjBBsaZGDObsde80CfDvj7i/hByElPZ3C73+fYHsbzl/9Wj4cWSxMf/ghBv74R0bWvxztu1pTg3nkSOwBKj0d+5Il+LbEWXHT0sAzTvZMnNrLccEFTL/7t6kMrhQmxXsxBkuNvz48MIb89D98mEBzIsEw5HeyqfN+QuIUrsPqbPT0K6Z0vdIsCkZQXucKq9PpaRhh4UVlNOzqxucOods05pxfwNHtPbEg+jETQTIuaLbexBFnLhVtr5I/cJgsTweKacr7jabJ7Ma+GAlDZua45NWEIfBAxqc/jUhPY+T5F+R12ufDsnIlwW3bxm58srb48P0x8vbas+AXVwG6SnORcspZQdMs0+gL9o37eqpQUTkn7xz2OvdGJzEtioWACKCjj7E82jQb31v2Pe7acdeE7RZYC+gNxIoaWBUrV1ddzRPH5aUpvhqjioqOToAAVsVKQARQULAquixwRIjrRwK4VYUfVX+Rxh3/xdxAAEW3S5WUEZAZVF96GfY/Ajvvgao10F0PMy6Ao5vgU/8Jg20yHN4MyEw3ixWu/C/5HXz5O1J11bkvlk81GooqrY4jPbDwemlpDPkBI/wbcORJZVPj61C2VIbHW7Ng9mXSahcYBFs2XP4zeOlbMs/r+GZJ5IAks2qugZ46+W8iYiuMtyoCPPZ5mbFVfUks9B2mlkMV2SYSZh8Jr7/k+8kzsEbbCZO1H2+d7K6Dx29JXm0xmY2wYz88eqMMsi9dMvn7GGedEII/HejgP14+wm9vXZaUwPqwKbj8IYO69kF2NQ2wq3mAPc0D9I+Mf51v/umnUhlcESiK8o9AI3LQ5BJC3BO37jbgeiHEZXHhp6PxlBDi+omOkRpgpZDCmUOw1xOtfhjsmiBQ1qZCeNApEAgh2Nb7J1pHDlOePo/hoPMMkFrpqJaymDpLKzhrwuAnRrJrepjEUJAWB10jo/8gWsiDoaeRMXiMUHoZZW2vYAEyz9JqhePiJCwYpxWqKsPbRz282FcsJ/eWW+n6539GjIyQ+41voGkq9lWrGH7+eQYffgRsVvAH0GbPxmhuHpv3ZbdHj4HHA4pC9k03Mfj00+D3Y7vsMpm7AvKhRlHQZlWRvu5yhv74x/EJLRj/gUtRKPn5f5DzyU+++3PzAUOK4Dp5nOkxWGr89eGA77gL5yOHMUcSyZcO73G2dD+HMUppo1ptmIFJ7OW267E5pic8CCpq8kztZNAsCppFoWxODu1HB5m9vJDje3swggLTEGTkWhhyBrBYNExDEAqYgMmFl2Zi+8W3GQqkkTHYfGbvkwXToDdGDKnl5ZityS2cWnU1RlPTWKviOAiXgAFg73QYSYdffhppg3wXmKoi62ShKRrGOBa8LD2LoZAkTteWr2VT66ZoBcX4KofJ+hjJCbMpNubkzqHWKWMHqjKqaHRLNZVNsXFu4bkc7DnAlSWrAXisfRN/4w7gFCbfHhhCVzRJSHXshr0Pwcf+Hrb8AkI+KSO89nfSfnffOjCCUHMtHHxWfmFX3AaHXpBqLiOsDNQscj8zKH+SfbFVi1wHYMuBK38O6/8BfEOw4qtQ+7i0G867BopqYLgLltwETW9IRdfL34ZFN8CxjbDsi/D2L2T1xZrrYNc9cNEdkgStvFiSOxHC6ZFw9cLPPSYrDI4XNn/xHXDht5KTWZORXaOJrvjtTFPmYkUqPkaWj5dzNTqvq+6ZWJbWmO0OSNWYqkjlWdcB+X5vfkySg6eI+o5BvvbQbr69bi6fWlTCoa7hDw2RFcHASIDdzZLM2t3sZH/bIIHQxBdki6ZQU5rN8hm53PnpmhTB9V4iNcBKIYXTi1CfF09tL94DfQQ7J5anRgYhiq4QDPnZ1beRPEsJ/f52WkcOn96Oqbmo+gy0MKmlqJmnt/3TjiTX7rhFihlAmAKVEA5vD47BJnSgqHs7QUchhQMHUKc4GAbeO7XT2YiIyknXIT0NBoeiy9SsLNI/9UkQMPz001IxlpNN8Xe/GxbJCTx79zL8yKOQnk7uV7+C//ARPG+8kUjK6boM8I2fgQ+FsF9wAZmf+TRmZxf999wNHrlPxk2fw/3oY9FNtaoqjMZGsNlQbDaExyMfdsJkllpejnX+PHwbNyW+NzVsQ1EU1LQ0yu/9A2k1NWfybJ6VSBFcZx9S468PNoQQuN9sZ3DDibhKg9I6trn9AQaDvePvPC4ywXEr9sgEwFSghsPkm+V4Y+Y5uaRn2Tm6o5ugz6Rq2TS6GwdZcGEZ/W3DNO7tj+5a8/Ficq1udvy5jeqGp1n4d9cjurvxtLfjfeYZeV8YbUcfraTSNQgZJ18JcSKMVifHq2QmQEiRNsTfXAEFQ4ACL6xSZHunCRoaJuZpI7pU1HHJqjxrHs6Ak5VFK6ntr2V18Wo2tW0as12GloHbkNU6S+2ldPikTXZB9gIODh4cowgrc5TR7o3lVCpAmmGSjsIv532V5oCTdWYa6ps/iR3EkiElfiEvfPIX8MpdMH0VzL1crm/bKTOtln9FZl5t/GfY96iU1q/6GgT8sOW/iJbmHG09jJ4Qi7Q7GgFY9hfys198E7iOg2HKEPrcGZA/GxpfhW2/liquwLBUk2lp8vNe9XXYeS+s+EtZBbC7Th66oAa2/hIyy+D5r0lV16LPwqE/wU2PSfInEv7eVSv3KV6cSEC98wvYda8MhY+vKBjJ/Tq2WarZbn4ipoyKR+d+eORGuOxH0roYTwTVPi0rJF5zTyzzC8YnzUYTXxORZ50HZAYYiiS1IvGz8e8vCSZTX8Wvr+8Y5Cv37+b3X1iGoiofSKJLCEFTv0fmZzUPsLPJyfEp2A2zHRaWzchl2Yxcls/IZUl5DnaLvPakQuZTSCGFDxxC/V484aD4YMfkF8FAloFlSCUUDGEoQfY532DQ24Ur0EMLB09Dj1QUNRfVUolmqUTRi1EUy2lo90xCJPkzfPcNhZBPEIKMwQZyB49RMHAYRa4dq8g6lWysM0FuqWrs4SA7SxJHZwnUmhrMQ4dk/8IPDdrMmRgNMg9Cq6rC6OzANE2Gn3+BrKuukudIUcg473x6fvozhMeDbckSfPv2AWCtnsXA//xi7ME0STKJCOEVF/7v27oVR1UllkWLouSWbfVqbIuX4H76GWlTLC+Xs/cAZWVkrDyf4eeeR9G0qLrMHHSh542q4BlRjNmsEAiS/skrsc2bd7pOYQoppPARhekL4XzyKL76GFmk2DSaHQ3s3PfcxJbEpFIsDRy3nxyxBZTOzaav1U1f8wgzFufQfMBFc+0AmFAyO4uOo0O01DqZs7KQvRtaCAVNVE0WqQNo2NHFqsx9LKldT4a7DfeLDmn/FkJaz88/j8C2USHqEXJr2jRpVbQ7wO0+NXIr0kYEEfXtaFJtgraFrhGyWzhUZeHBJcPvyoI4FYVWMiIqHhHV1FSxZvoa3u54G2GKMft5DS+L8xdT5ihjn9jHprZNVKZXcmLkRMJ2EXILoNvXjRoOXIhkbc3JmcNB10EUFIrsRVFyy4rObZZypnfXMTNkoM5ay7y3fsECzSKVV6oNTD9odkluzfwEHHoG9jwI0+bLv/2DkmhCyH3W/USqu+qfgSv+A468CG/8FIxJVIt6msy0smbK0PV5n5Ft7r5X5nQdfFZmc4HM51pzF8y8SOZ2XfGfMmT+0PNwznXy2FnT4dLvw6Y7Zc5WyWJJ/GgafOxv5XdMVaB5mySj7DkyDytCOHUekPY9FLj58RjhVbQQqtfINhUSqxUKAQ9dB54+SbYl+94KAb3HIBiQ1R2nzU4kwWquSfwdQXzuVjxG531Fs7T2j1VnFS+SdsTIGOyJWxGX3MVBcwYLSrNRFGUMmTWe/XD0dpHlSng03tjn5ucbj30gMrcCIZO6jkF2N0kya0/LAH3uyZ8JZuansWxGHstnSkJrVkEGqvrekHkpBdckSM0gppDCqSHk9OGt7cNT20uwzT3+hhpggIkAFYKmj9fbH2Nu1gqODMmg73dvP1RlILxlBpq1Bk0vfJftnSnEk1iRqaMYVG8f+f21ZA+dwJm/iLz+WkL2PPImIrNSmFI2iX7JJYReeUVuvnIlwX17JfkTihus26yx14YBaWlkXX0VQ488KnOufD45KMzMxL54Eb53wjlYuo79vPPwRXJTTDMWLmyaYLXIj940x2SGOS64AO+WLeR/85v0/+Y3scD8CDmVng4jI2C3o+XkYHTFCio41q3Du2EDAGp1tbS3+P2QmwMDLnleFAUlLxfR1Q1AyX/+PGVRTOGsQGr89cFEsGuE/ocOEeqLU6hqCkdzatm/dwOmMbFyuGjOArqPRiayNGAGWsYnsVhObRKqaFY63cdHyMi34O6X94HKJbkMDvhwtoT7qALhy/Kqix2421wENz1Hpr+PdH839unT0ebNxfvSeoQQqMVFmA3H5TXUMOS1OyNDElmngsh1PIL4yZ9TRGQ04VPgt59R2Tr/5EktDQ0dHT8Tky+R3KqpEGB5eh7OkHPKfbAoFoIi+f17IrKswF5Ar683YZvZmbPJteWyo29HQhsqKiFCLAqHzVf7Axy16tw07OG7/f2xMZVik/bB2ZfJCohBHxg+aeebu1ZGQPxxLURst2XnwWAHzL0C6p+EW5+H3qPw3FfDby4NguPECTjyIWcGDJyAlX8jyaYLviU/w7f/R/4EBiVRZEmXiq4r/lMqxeqeAItD5nzVPy0zpy74lsyiyqmEh6+R+639MWy6A9b+SBJJT3whnLmlxAirB64Gbz8s+yoc3xjLrxIibBWslgRRV63M35p7BRzdADc+GGsDIdu+/n5oeBXe+jkER+DaP8Dizya+74jiaukXYcc9kjx7F/bAKEYrvJLla43evu4ZAhv/ha8Fv8Xff+Gz1JRmU98xKMPgP780SoR97eHdfHvtXKoK0qkJE2Gjt4snxA52DjG/ODPBqng2ZXC5PAH2tAyws2mA3U0D7G9z4T8Ju+Hymbksm5FHQebUq8inFFwppJDCWYvQQJjUOjAJqUWs8mHICNGb00N2bwb7Bl6L5mlt7/vzu+uMkoGqV6DZFknL4VklARYx6fOoxZE/Ctpex7Rk4BhpJ2TNxhYYZGbrZiJGgoreVPExQAb6Dk2i/AoGsa5aSWDHznFD55XeXkhPJ+Mzn8b9xJOx7eIfNAQodjvWC1bjf+ttcr/6FTIuvJChZ58Df5jcstnI/PSnGHl5Q7QCFRYd/8GDiTZPIUCVuVyGaRLcvl1WfBRCbhcKkvP1v8bo7YEtoJeVknPbbbh++Uu5f8ReGn4ossyZQ7C2NpbToqr4t26VD04eD2ZDg5yZ1XVwy33sK1bg378/Sm5hsaCVl5/sJ5BCCimkAMDI3h5czxxDBGMPQ2K+jY3v/A5XQ2fSfRw5uXhdsYi2nuPH5B9aBZb0a5JWSDwZ9DbJ612E3AJwdnsZ7PKRW+Kg8tw8DmxupyLTSc62x7C9cwy7xYKi62R96pOYQjD8yKPopokYHsa2apW8tlqtiRbFUyW3khFjScgtpaoS0XhizPIEqCrCjOSVwpESuPdSaC47NcWWEf4vnrjSFZ2QCCVUNIyotqZiS5wKuRU5RnwWVraeTWl6KYcGDwHJw+vj++kL+ViYs5DDg4cxw4rAY8PHKPGXJOxjUS2opkFICD7nMbHU3M6lG3/CAxkOvlT+aZTBx2WWFhoIv/zMDz0b7qgD9AwZqI4iqyBGssLmXQNt2+CyH0DzdikL3PUHOPxi7ODJyC3FAha7bK//OASGYKgT9twrP9TZl8DW/wv3Kbx9zXVw8DmZAbb7DzL/SlVg1x/hvNthVdiCuPBaSSCpFkluRYLWX/lXqXK64UH5/p68NVatcNXXYcsv4dzPw8xVcttpswEh1V83PxazIS7/C1k9cc2diZUJixbF2t55D5zzeShbIY8fQbx1MHLs6kvHr3B4shgdTF+yWFokx2tfUWDhtVimVfP35gzmF2dS3zHI/OJMfnPLUoQQfP2hvfz68+fy288vo6F3mL96aE9UxbWgJCthu4hSK17NFa/2miyE/kxBCEGL0yPJrGYnu5oGONYz+bUsy65Lq+HMPJbNyOWcOLvh2YAUwZVCCim8K4Rc/hip1TpOpSDA1ARqphVzMABCYBgGigI7+l6i9cTh01D9UEfVy1Ct86XtUHW8i7ZOF8IsVtjOkCDHFiZy2liAz4UWdJPu6cIedJM7dIKSD2LVwtOFtDSUrCxEd/e41gvH5evwb92GGV+BKv4cK+FckTARFNi9J5Hcis8wyc0lePgQiiYrI0WXV1ZCc3N0F/uyZfi2bcO/cRNYLAz8/g/ycD5fQmn44edfkFW1wg8aisVK3pe/RP/vfi+3jeuDb+tW+XekEphpYl+6FN+WLQSPHWVk/ctkXHEF1pkzGdm7N7HvYfJNX7SQ4KFDIIQkt6xWME2EEGiVMzHq6qN9i+4P+LZswbZ2Lf4tW9BnziRUV8fQc8+TuTiJzD+FFFJIYRyIkInrxUZGtsVILMWq4pzpYtP63zKRW8Q76Ep4XTRnBb2NCqpt+amTW2FlRVahlcxCGwPtXjwDIfKm23F2+Bjs8lE2N5uhPj+ZxjBLD/yS9O4j6OXlGIEAmCa2xYsZfORR7JddCjYboVoZQB7s7kY//3xC27cnP7bdnnidH43R+VkRciuShzhONuZE5FZkvswIc1hbqmHXPNhao8YmWt4F4okrQxioqFFyayLU5NZQP1A/6XajlV+hsAKq0d0YVWANhgYZjLvfDwQHErKzVhWtos5ZhzvoltmXhoc619iqg52BzihxZkXjX+Z+ico3/psWfKwbeRlV2CHg5i8LLoWG9XDh38NwJ+x9WOZiGQFJKomgJLOsaXDgMTj0Esy5HGZ/Go69AI5cmX31zv/IEHaAvQ+MffP2HCg5B068DvOulhUTC+aAs0F+TzZ8B7KK5Qe87VcyX0tRpZJMCau69j0IK/9Kkkc1V0PVxfD4TVKZlVcNW/9Xkl2fe1iOS8wg5M2S++fNgkvukoRST50cy9zwQEx9teN3khBTVUlITZst13UeIDpZGyGnVn8DciqkfTBiY4xaFJHqtaAXdv4eskoTSddklRHjbY/dtfJY8cHyJ4PxrIphJFVQKQpKyRJqgLp2l8zO+uIyFpblIITgN7csZUFJFgc7h/j5xqN8+/K5USJsQUkWNaXZcrvPS6JLCJEw2R45JgL+Y8MRvn35XBaUZJ38ezsJBEIm9R2DMhA+XOGwzz2JPRaoyEsLq7Ok5bD6PbQbngpSBFcKKaRw0ggNSlLLe6CXQMv4pFYEAsG2zhfo6evC4bGSacljOChn8VwhmdFxKuSWouaiWmejWapQtGIU5f2ihEblY8VlKCEMUFRUdyeqGaSwdzf+cMXCodx52H1Oij+qZNZ4wfUejwxJV9VxCS7v5lfI+fpfEezuYeS558A0ybrtqwzdfQ+EQuiLFhI6UBvdXpk9G3HkSOzhIf4BY0CqBwRBjP642eUTsQcKy+JF+OrqYnbH8I/r7rsT+xgKyX7bbFgWLSJYW4tWVIT1vPNJ7+xk5PEnQAiU9HSyrroKy+JFeF5/A8/LL8t9FQW9fDq53/wGlrIyPG+9jXf7dkbefjsWQB/pu2mC1UqoVg7i9UULCdXW4VhzMd6XNyA8nhi5BeiLFsmHtLj37t+0kfQbbmTkCVkiXZ2Wn/R8p5BCCikkQ8jlx/nwIQJxE1xaro3mwgbeefmRhG0VVUOYRsIyzWKRpBIKYME/MgdL2qi8wCkid7oNR7qdjiOSCBnqCTDUE7vHONt8qLq8dPa2DrN07Ux2vdJEjaJgX7lSKrMAhIhOPvg2bgKrlbQbbsDz1FOYjY2YjY3jd2IicgvGVRETnhRRy6djdnZNuSJiEGnkFMDjq026cxVpRzwNxFYyiPB/k8GiWpifM39KBJdARIms+BD4eCzIWUCGnsGRgSMMGoNR1diK/BW4Ai4O9x/Gb/ijfRtddbHKVkKjvxMNlb8M2PiPUIjvOnu5onwExTdMjRH+ngyFK1Ue3yjJyB2/hYBPZm2pVlCscM7nJKlk+KU6acfdkF4Cu38ntwHYd78c//mSKNZ0B1R9Apq3SqvgzI/BiTegeCG88WNY9mXYcx9cfKe0MVZfGp7QErJqIcCf/w5CHsitkIqtgSbwDMl8rQjpNNAML3wLDA8s+0voPSL39Q/LCogDjbDhnyXZ42qV70MImRNWuFASUpf+EArnxoil4kWyuiBC2vtKFsfC2df+ODEUPkIqCRMe/Kwk5q78uTzWrnvlNhd8U7630QQUxEivNXfBxjvkMW9+IkZMTVaNMR7jZXSFcbBzSFoKx8nEimRnRX8rSpTcml+cyW9vWRZ9Hd+OoiigkKDiih6zY4i/vH8Xv//CMn77+WVnpAJpxG4YIbP2t05uN9RVhZrSLElmhUPhC7NOLv/w/UYqg2sSpDIgUkhBIkpq1fYRaJ5aGLivPITSFOTQ4DaODO6YfIdJoaNaKlAtVWGV1ntd6TCJtTD+EioMcnr2kDXSjs3nJGDPw+pzErLnURFnL/zIIzc3SipFEZ6p1+bNw6ivH1MiPSl0HSwW9OllhI41YF+1KqaIgqnnmBQWQE+4oldEBRbuo1JVhWhslLPyEH14sSxeLFVTVqtcpuukXXUVnmefle9F0+SgzuuLVWCMe2BJv/xyRl5+Gfvq1fhqa8HjSXjwybz5Jtx/ehERCJB28cV43npLkmoThf2npYEQWM85h8C+fTJvK5L3FSHm0tPH2mE0VVZf0nXKH32EjEWnyRLwAUIqg+vsQ2r8dfbDd2wA52OHMUdi1zZtRhpvdT5F65HahG0zpxUy3DfORJZWjGL5BLquo+qFk0YKqBYpQrGlafg98dUEYd4FhRx+uydxoikOs1flM83TTma6oPicCnprWwj+6ieYw8Njsxo1Td4L+vpwrF2LmpfHyGPSkqXMn484OIWiN6Wl0DGWsJkMSlkZor096br4t/XwhdCbAyiwdcGpKbaKrcV0Bbom33CKKLQX0uPrwYqVECHsqh2POU7WFLA0dyl7BmTsQoToiuR6ASzKX0Rtf+L3KUfLwWW4oq8r0yspyihiR/eOaOaWgsLXar7G40cf5v86u9kxfREr22uZv/AvOLrrv5gbCKKUroCOnVBzLTimSStg8TnQVQ8Iaaerf1aSWaoCq/8WdvxGhqATVuIHw2NiPU2STuMhqww8Lqm6mn0ZPBZWWQkTnrsdPvE9+fnt/iNc+i9SCdVdJ9c/cLUMj7/u93J57dPy3j6tGh68TuZkWdLltoZPVmusf0YGugOoDmmxvOpu+b3OmwVPfgFmXw7Tl0tr4SV3SfJpz/2w7EtymSMXbnmG8AmVX75HP0cC2dS5X/ZB02PL4smnrgOJVRFBZoi9+kO49nfjV0OERAWXKeRnEKlqOLpC4kkgWVj8VCshRtZHc7biiKtk243XdrwqTFGUCQm2qb6n5n4Pu5pPzm6YGbEbzpDZWeeU5+CwvrdPLKd7DJYiuCZBaoCVwkcZxqBfVj+cCqnlAOGVEtxj7n04/e20DB9819ZDRc1CtVSiWqpQ9eljqh2OlvyePsQzWUKSE8KQlXIiCIWwu5txuFswHIVUNf2J3I9ayPtkdozxMFHJ9Pjg3lNpb948OHw4tk7ToLwcmpqig3/LiuUEu7uhpXXsceJyvZTKSmyzZ+N74w358GOa8j0rgNdH1k03MfTUU3JdxHoSDm8HIBRCKyzE6O7GvvYyfK+8SvZffQ3r9On03nGn3C+iZNN1mcficpG2bh2ejRuj70nJyJA2H78fQiGU6dMRnZ1gs0ll1p49sfMwmgSzWuVxRp/v0VYZoOCn/860q66a+nn/kCBFcJ19SI2/zl4IUzD8eitDm5pjbIsKxhILL278BT53TM2lKAq63c5FX7qdzff8EjHqmqM7zkGxfQJNiT1Q2bM0fEPjV+NLWmgx0g0NVE2hfEEuzbVOTAPsWTq+oRAgUBXBsl0/JXO4DTUjA6HrpK9ahXv9+oknRRwOeX01jFixj1PF6FD5iaAo6AtrCNbG7HYBYMds2DV3rA0x3raXDNlqNoPmYMIyK1YCnN5KyRGli67oBEWQ2ZmzOT58fNIKiudNOy8hBD6CqZJwZVo27Ubs/X2z6GIuVNKZu/XXsbFZ3lxwHontVHkx3PwkHHoOnM2w7f8g4JGqLd0hSS5DwN57JQm147dwzi0w0gPtu6D/6PgdUi1QvAT6GuT4sfJCSZhdEq5eCPLefPw12H63HGde8e+ScIsEtPcdhfX/BKv+Gi78W7k8EpBeshje/C947QfwiTvA3Q27fw/X3AMFc+HYJtj6S1j5/yQxd8vTUHqO/J6//E/Sgnjt76QtEgGPhxVT+dXQfwzyZ0tS6ZFIxcTH5L/5vmOxDK+IXVEZh3yKWA3jlVamKc9DzTWJpGzU1ni/PGfTZsfUY6MJLSEkeXYK1sVk5JT8KKYe9v5ug+Hj9wdOuq346oa7mp3sbp5adcPyPAfLZ+SFM7RymVOY+b7bDVME13uM1AArhY8ajEE/nro+vAcmJ7VMBIFSA2u/xqYTD1Bkr8ATGqJ15PCE+00MBUUvRbNUoVqqUNS8MZ71qV78rVkyn3NiiOQvjRCYPqqOPUFv6SeYefxJdGAgdx4m4PA5yfD2kPVhJrSqqiDOiqHWLMA81jCximgy5OdDf3/SVfrChYTq6qCgAHp7oawMxpnBjvapqhK1oDAxD2X0Q8oo9VRiAydfrSrjps/hfvQxsm66Cb2wEOcvfoFSVCQzwwiru8J2xow1a3CvX0/urbdgWbiQnn/6Lnnf+AbOe/8Aw+GZtVFkn2XJEmzz56MXFuA5dIjAps3o551H6MCBGJkY2cdmS3jYyvnGN3CvX0/o2LFYh0dtE33rs6ogLw/zQK1UCzQ2knnTTUz//l0ndT4+DEgRXGcfUuOvsxOmJ4jziaP4DsesV0KBhvRa9tS+lLDtjCXLKJpVzb71f6J80RKO74hT2CrFKPZPYHWUogh5F1U1mcU9VVjSFIKe8Z9jMvIsuJ1BpPpakO5qZPkyC+rjv8K2aCGB+oNSlBJRx0buBaMnYDRNLguFkk4MACdHWiWBNrsa41jDmOUi7mdLNYxkKLyyWNBcqp1aFhFjyaKpVD8cjYkqGEago0eVWA6Lg+FgjPgsshbRHeg+uY7H9bcqs4qW4RaCBKm0FXPCH34/QvC5kA3hG6IwGOQvB11o1gwZ6C4MoqW74zHjIlh2q1RRzfw4dOyRX+pp1dC+E1BAs0qCat6nofZxmcc1HlSLZGFVizxmyAfLvwoV50nVUtlyaNkCK26TlQIRMgw+sww2/rMkoVQVHr4BAu7YxOotz0gip/YpSXjdGiarDAO2/K/M3nryC9LieME35ffjwFOw/h/hip9KwiueLHr8VqnUitgEI+qpSNXDeCIpnsQSyOPc8KDsVzLSabTaCsYnteIR6UPvUXj2NkjLi73vZJbEKaq4JlNsRV4LIfj6w3snVWW9H3COBNjTLK2Ge5qnVt0wYjdcNkNmZy0/S+2GqSqKKaSQwmmHMRQOiq/tI9A0PiOkZlsxhwNY5uQwqPfz1oYHcJ3oiaq0XP5TlLgrdlRLJZqlElWfiaLGLr6jSfiTubmMJbfE2D9Dfjl4MENYRjrJGmwgPTDItIHDqECmu42ZcRULc91tUz7+WYV4ImeqlonROSM+37sjtwBcrnFXhRobJRnVG7YL9vVhOf98WWFQ02T/R30fzMYTmM44u2NGhuxjfD/jya3KSpRgENEW/hynQm6VlEBfX9S+EuqTBJ0pTJz33w9WK6KnJ3qOg83NOFavwvv2O1jnzqH4kjVYZ1bifvstAAK9PXLwFyHeIu/NNLEtWYL/4EGC+/eDw4HjEx+Xx9y3D0XTEBYLakU55vHwZxMMRh/G9DlzsJdPx3XsWCKpZ5pjVW0g2wi3I8KftV5YMPn5SCGFFD6SCLS76X/4EIYzptoNZZu83vwY/Y2t0WWOzCxWXX8zW558hPZDdYQCAfKmz+D4zu0gTFTLEvS0i1FVldxSKwPt8np9MuQWgBGYiJQRuJ0BIMSM4y+SFhpiRk022XPW0BsMEti2HTIy0EqKCYWJJXXWLMwTJ0AI1AULMCMWxHhCa7wMrQi5NZocm2iCJf69jCK34t/Zvgp4Y8mpWxBHY7QS6lSyfyYjtyLtaooGCriDiVap8citCNkWIcZUVErsJbT7YpNdAsHx4eOszT+PS4qXUf7mL7gt18onhwc51x/gihEvKipE+phWAq4TgAGLb4XgoJzEPPonub63DpwnIH8uNL4qc7ZmrJYky5JbZIi84ZcB8/sfTv5mM0tguEceI68a+g5B+SroDBeHOfS8rES47Muw7TcQHIHtv4Xzb4POunD1wTtAt4bJGwErvgqv/RCqL5MB7iWLJcGz6c4Y0XTgKbnt7j9KRdiND8UIoM4DsPlOuX7TnTJbK0IUmaZUkdVcG/tORXKqhBgbyF66JI5MekD+CCG3uf4BIiQyXbXwSJyFMX7MXv+sJK0QMG1O8uysSB+KFsrXebNkdphpyj6MJrGKFyFueICDZgULwv/ukpFRybKxEvKwIus/vzQaHj/evu8GU7Uwmqagsc/NrqYBdjfLn8a+yQn0s8FueDYgpeCaBKkZxBQ+rEggtZqHkmZVRDAybYT04UyE36B28G0GCgfxDAww1H3yuRIRKFpBLEsrHBAvhIEQCuq7GsCNTnkP/xkKxSrVCRPr4Ansho+aut/QXX4pOQOHyf4wq7EimMgaeKqIKK6mcuy4yoYUFUF33CA3PR3rokUEduyQgxmLRfY1sv3JqK3it02W+fVuoIXDXsO5XI6Pfwz/jp3YzjsP74YNaOXlsopiejqh9nayrvoM7vUvYwaDMrdD0wEh5QojIzEbYl4eqsOBZcYMWeFw9Srsy5Yz+Mtfoi1ciFEnLSqOdevwbtgQ609GBmpuLubwEJlXXIn/xAkC27Yl9lnXIGSM/azy8uS5sdlQNI3y++8jfeHC03euPiBIKbjOPqTGX2cPhBCMbO/C9WIjxCkGjo3sYW/PK4g4siO3dDrnXvFprI40Xr/vHoJ+P0YwQF75fJyth1D0OVjSr3yX9/kYMvItuPsTs7NUQqT3HWY4fwEzGp+nqnVz9N6uOBwIrxd90SL0rCx877wTXqFIO/fJ2A/D91N1+nTMtlOY/IpkI4YRf2fuzIED00FYFB6+1EJAPzml8elGtpbNoDGIAwdevFPeb37WfA4NHZpwm9EWSR2d2xbdxr6efWzp3jJm+1zFzoDpJcMQ/LH8M8zdcg9HrApzgyaK0JAmTg1JcIXPqqKDCMGcz8DRF0C1STIpZMC8y+FgOGeqYAH0honNzDJwd0w8ZqpYLdVY1kwwglLZJSKEpgrWdBk8f+XPoGC2VE0t/ZK0I668Hbb+Gjz9crsv/kkqv45thp2/g5sehf2Pwq4/yCD5C78lm+08IEmflh3SjujIk/bF7AqZZxX5txWvpnI2SBItorp65AZAgZsei4XHQ1zmVd1YAso0Za5XXrVc/uQXJLnV3wCv/iDOjjiObTCi4MqbBU99cWrZWbVPwzNflVlgtz6bdPt4uyEwrvWwvmMQBYUFpWOVWBOtP50Krvi+RkLpEXD7Q7v5m4ur6R8JsLt5gD0tA7g8wUnbi1Q3XDYzl+Uz8phdeHZXNxwPKYvie4zUACuFDxOi9sPJSK00BTwC8q00WQ+xfctTzKxcitHjmcB+OE6iaxSWcEB8ZTQgXpg+zNAIip57CoNdkfAroSfBXoRlGox0k+NuJXOknbyBw/TnzmM4ezaVH8WsLJCDHl1Pnsc0GU41aysZkhFimgaFhdDZmXyfCE7WUjh69jwzA4bdaOetwNixUy6bOVPmc1mtYLWAe0SGy7e3x/LAvF7U8nL5EBNWS4UaG6Ntp19xOdqsWQz9369kN4uKMOPJO4sFRdejFlvFbsdx/vmMvPxyguUl/YrL8W7fgZKfh3GsgcKf/pRgXS0DL7wAg0Oyj0IkhiFH9p+iUiAZyWldtQo9J5vSn/0Mi8Uyzo4fXqQIrrMPqfHX2QHTE8T59DF89TFruUBwTN/P3mMbErYtrJqFq6uLgGcEzWZjxVWfRVGz6G/tpGHfdFRzH4plGZo2uaKguDqDroaJA5Jj2VrxEMw8/hyzHC10efIpaNuKGrlG5ufjuOQSvE89FS3Aoc+ejfWcJXj+/BKoCkpmFmIihbOiyJ/4+5DFIl9XV8PRoyCEDKE/NDGxE7mfRa7GAthXDp35cP9lRCflanJqqHdNXo0woekpWAhPN6anT6fX24vfTE4SxlshR/fPolgICnlf09FBgZAIUZ1VTaeng0DIzyfIIn+wiTey81kzNMxn3G4WhAwUIwiKBku/CHsfBnOCscrcq+HIc4AGs6+EhpclQZQ/C9p3Q1YJuJomfqOzr4DKi2Djd+DC78K2/5GWRiMuYF6xwUX/CLMukRULa66Bnjr5IRfWyFysVf8PeuqlUgwkOVX/rCR0bJmw+ptw/l/D4zfJbW5+RBJIdU/Dn/8B/IOyCuOF/wDbfw3egXD2Vpw6KqKqiietQJJkkUFwxI4IsaqFEcIqnlDqDIfFI+Dmx4mO+x+/FS75fiyTC2K2RgVpU4Sx4fFTqX4YT6qVLkHAGGthPDEF42dZjZe7NdX1pwMRsiwvzcrz+9r51WvHKc6209g3gmFOPC63aAoLy7JZViGzs5ZWnJ12w1NBiuB6j5EaYKXwQcdJBcXnqARdAYIhL/1lTkKlCjueeRTdbic0htywIGfHJgqCzZbh8JZKVH06mB7M0CDopVMa4EokuUaNWSQXWEe6qWh+idLePfQXLKWgdw9nplD2+4xTyI2ishJaWyUBMmrWOIqcbHANjl1+NsBqBdPEumwZgVF5W9r8+bLyYjw0DfuaNRjDQwS3bWc0lOXLERNd20eTQOHX1iVLCNTXx4Le29rC2RUmWOOyrnRdPlDZ7dIKEUg83zm3fB7Xn16UYfa6Fg6fMdHnzZU5ZOFD537zm9iml+Fva2Pgt3cnqgvivweFhTA8jFZQgNHSkvy9jPO9EdNyoM+FAmR//mZK77xz/PPyIUWK4Dr7kBp/vf/wN7pwPn4EYzCmrgnaQ2xuuJ+hYKzKrcVuxzBMhBFi1fWfp6+liaPb3sZqTyMYULjgxm+yd5MPIyTIKbXj6khOQNgyNPzuk/QpRiEvmgU9u1k0vBlaW9GKizG6umKKlsj1b1SOVtq6tXhef0Na25M9F0118iBJ2xP3Fjw6HCmFg2UwME1j+wILATXxWMkysiYLk38/YMGC3WJHmAK3kUhOxldFBCi1l1JsL2aPaw9WrOTb8un0ywmu6sxqGoZjls101cpdPf1cMSyV2EdsaczNn4/SsVtuULAABttAs8jMKlWTlYEVYNY6aNwIIS9UXCRtea//GE68Guuc7pDrx4MjX1YpVK1gTYMrfw4DzdI+WHkxnHgDlv2FtDIG3YBFkm3LbpGKrEdulFbE3fdJC2HfMWnVu/puSUYJEcu0KlgAG74LGUXw+k9gwdVQ/7TM6Lr83yUBtuGfpVqs5jo4/IIkmwRw/FWZw/X4zTIMvmQJdOwPB9I/JvsymlQaXbWwY79UZOVLQmnstqPUWclysYSAumdgw/fkspsfl8vHy8pK1sY4GK2A+tOBDv5jwxF+8/mlKIoyocoqQi7NL87kUNfwmPyt0ctPFuMpvYKGyaHOobAyy8XuZicdrsknjPPSrSwNk1nLZuSyqCwbu+XDaTdMZXClkEIKkyI0KO2Hk5FaAkEw20QZFPRZO8nszeTAwBsMB524WmOVD0M+Hyhp4Z0iM1TJpLMqql4mw+H1mSAMhNGBESxEs+igZaFpWUn2i/Uo2Z8JMEPgd6GZIXIHDpE3dIIMbw8+RyGFcYRWUVxu1gca8aREZiYMD588uQUyrD0ycI8nt+LbH4/cKimZXFk1HiYj4yLvaTKEM7UCO3dKO0hvryR7TJOsSy9lRNcJ7N+fcFzfpk1YVp6ftLkJyS2Q5yqO5LJfdy2q243n5Q2QkYHjnCX46w8iAH3BfEInmsAXN0COPAz5/aBpstJhrSxz7rjhetRp05j+u3sYfO55hh95BLVmLmZ9PaHaOuyrV6PPqMD93PMM3HsvuN3SvnnuuQR27UrM1kpLk8fo6QFFwWhpIaRrBMsLcJzowldegK21F62iAqOlJb4uKCHkIMDvdGENL7ctOWfyzyKFFFL4UEMYgqFXmhl+rTXhXtxttvDW4ScxRCKxEvT5mL3yQgpnVFGx+Bz2bVjP6htuQdHK2buxlb4OO0bICwpjyC1VVzANAQL8boOyedlk5Ns48s5k1ZcjHVNQgj4qWtajahoVTWFVWVkZRns7pKWhWK1gGAibDfr6SL/uWoy2dnxbtqCVleHZuGliVXOEsIpU2C0slNfcibadpNd+FZ5aDfurFZqLVVYWrmJH7w7MJKRVsoys95LcmmqVxSBBgskmzyCB3ALo8HXQ4etAR8fAiJJbKgpdw3KSxmaaXDPs42qviwXeYRRLBqQXMM+SBR27ZfC7YUhLoSVTKoVOvAaGLjOe+g5D2WIZdn74OWh5Gx6+DoxRZFYycktR5c/8z0py6sTrMuPKeRxe+Vepclr2VWkhtGXKSovOxjBxJmDPH6D+KUmGGQHY+iu4/KeSxClaSDSzKpJpFcmxqn9WWhI/8xtYc6dUcBUvkmqv+mflsdf9WFY3LF4ESz8vqw3mV8Pe+8OdF/H/POT/+o7C+u/KCo2LPhsjkiKZVyD70/gavPYjqQQrO2fUOQmHxnfVJi4bTVh11UoF2NofSVtm0UK57IYHYkTa6O2nEBQPsKAkK8He9x8vH+Hbl89FQZlUfRXJ3Rqt1DrZjK3xiKxIO/9+7SJGAgZ7WmR21oE2F77g5OP2irw0LqjOZ2mFJLQqp6W/r6H2H2SkFFyTIDWDmMIHBSdDakVmA4UQbOv9kyS0ArGweFBAzUFBQwg3iAlmGpR0NMtMFH0GimJDGL2YoTIsGaVTuDCPbzMEwDdA+mADvoxyMtytZI20Uzhw+MNduTAZcnImDGefCrSFC7GVl+NZvz5G3Iw306ypcvZzqjhV++JE5NZoBdXoSoDhvmdccQUj77wjS897PIn7WC2JyqmCAujrld83TZP5U2GrpH711Zi7d2N2dSVXt0Xyw6xW7OcswX/0GLY5c/Dt2QM+H7bVq/Dv3AXBILZVq/Dv3SuXr1yJf9s2cDjQp08ndOyYVIHt30/GlVegZucw9OijYLEggkF8cyqo+Muv0//z/8QM+sj70l/iuvde/B43esiMGYGtVsxAAK65nNDrb9GpjTCjD0K6RkA1sAVg/6I0/uMyD7e+AUduXEHhn3byyfTz6ZqRTt8br/LCuXDxEXhtAZS6wKbb+au/e5AFhakMrhTef6TGX+8PQk4fzsePJIwjDM1ge8eLtHpiEQUWuwNUhfkXXER/ZxvtdQewpWdwyVe+yztPNnDO/2fvvOPjKu+s/71lqnpvtmRJtiVZcgEbV5rBYAghtNBJSCDZlGWTze5m9920TULa7mZ30wuBhBpqCJhmbINNce+WJdlW771r+i3vH8/MaEbNMi2UOXzMjO59bp07c597nnPO79KzOfpKK96x6YkYSQ66/YK3IUmB82+Zz5uP1aHPGD8jyIHk7gM4nQpZp7aQPEO/wLJ0KYH6ejFYAOJ+ommzUloByOXlyLKEVnl8fKLTAe7ZZVFN7OJ4Jfjdx2F3+XglRLtsx2t4cSpO3BFWt4nKp/cab9XqeLrlFBQkJFRZxRu0FC5RUunw9fIvAwOQkEvhQAtl/gCS4hQB7aYpMqeCW8CeCH6vsCSefacglHwRA3WSCrZEMPxC2XU6JOTC4hsgcQ688t2gGguRr2WNg0t/COkLhF1w27eDIfA/hPXfBCRBDBVeIKyOpiEu8E9vEoqoLd8Uyy++bjwA/rFbYcUdooph93FB8qz/Nmz+f7D6S3A4FOYO9NfCtu+J9mu/IqyNWRXw5s+ChNTvxfa2fVeQbxLjQe7dx6HnZLAqYRp8apqqhB1HRTbXyi+IvK/I6JDpKixOhYnrPV2lwzNQcEUvNk40wWRr4rSB7h0jmJjhsPkzzdiKJMhKsxM51T0qyKymQfY09s9KnQUwN8XO2uJ0Li3PIs5mYVVh6keW0IopuGKIIYYwwqTWsV78LVMTBaGRPwMT2YRTIwfp943nS4hMLRVJyWbEsCMpWZh6LxiD0/JOkpKNbMlHkuIwjDEMfQRZLka1WIDCKfciajRpqhUH3KR278UCJI40otlTyW/dxvtOjHsmVoUzxUS1U8hK+DbJLQD9+HHcjY2C1BkYCE6cptN8JuQWTCa3rNbTV1ucGPw+gSSzrVmDL0geAaLyY2PjePOLL8JRWobnRA3mSEQ2FYyTYxPzDEJk1pLFaNU1UTlgxp49GF1dWBYvJnDq1KSgYSkzE7O7G0wT767doKp4d+3Cvm4d3ckmSa9XgqYRd9llZP3nT2j43r/B5jdI+8ev0vFkKtKOvXRcuZyM37Xi//KNxD+Ty9iLL6GkppJ8261Un53Kq8/+kqPzWviPn/6A1pvO4ynfbtavhLjsK9nx5iN8biu8sS6Zk84hChadTfOJvYyt7GAkxUtzGnxiHxwt0JElmexBk91lXlJsGTxw6SAMHoZzVdxzU9jWug2uEbf/P8+zUpJawu6BSkDjspHmjyTBFUMMMYD7WC+DT9diesfvDSP+fnZ0PYZnguXMarOz9LKP09PcQPvxYygWK7oOhmFgksGRV5opXJxJc1U/npGp2ap5S1JpPDJAbkki3Y2jSJJMd+PIDOSWiehE6BQ0PEdh67apYwicDvB4xeDQ4CCWkhLiL7yAwZ//QsyfLkg+lKU14d5oVFVhOJ1hJaw4WRPIrSkGjCLvQIfngsMPB4vg6EJozlEmPcwrKLh1dzjQHaKVT9ORRu+mXTG0vRQlBafVSbtnvJrhTCSWgTGltTKEJFsi/2aZizFnNf95/Ld8emSYO4ZbqLVaKLFmIHXVi3yp0iug/hU49qjom8g2MHygOgXR035MZGpJCItiznLoPAiOdPCNgRGYntySQlePAhU3QOUjohqhrMKSmwRhVrge2vZA6ZXw4tdFP231l8ViRRcFD9aAg/cJoks3oOOIIMpqnhOfcfoCobp65W7xd8W1gszZ8F2hdJp/kbhYbngQsoIkz9b/gHPuFOt7+FrAEPt44I+QnC+WC4XV2xLFNkJZV6YBT/+dmH7F/whSLatifF8ic7BCxFP2YqHyMnSYf/Hkap2htuu/JUi4rBn6CUFVlyCThlmUXYEUWZVxAkyg2ixgEZzR4PXESogT1VdTKbOqO0f40iNiWohMmriemTDsCdA76mPd/DR+/OIJjrQOMuY7PQGdaFc5f0E6Xk3nrguLkWSZJXOSP7KE1ruNGMEVQwwfMGiDXjyhoPhpSC0AQzaQDAjofhrHKmkaO06CJTVIaFmRlFwkJR7ZUoKpd2PqXdNHxEs2ZHUukhSPiYap96B7S7CnZEzReCZVliAdrAM1GIodw5aEY6SRdFc7896PZNZUeLfILZhs5ZtG6v+W4XaPlzKPxOlIu7w86IioJBQfPz4SPhVOR27B5KqGkSSZJOE7cgR1/nyRRwVR5BaAf89evK+/Mb7cxJwIQLJYMKc4Lq2mJup4/akJWLvE9e+vPUn8VVfjeuIJsarlFXDwOGZPDxKgWRQkq8rBW89C3nOEs3fu5PkLJK4PqKimydienbh++1P0p19GluDQwef4wZLDXLtkNb93P0nxzRb62v+H1VeuQo5L4dLzbyd72VrqOnby3FoLpmnwvSs9NMdtgXiJyspfYcHC2Ret5fuZe2nOHAVJxchQOKja0EaqIUsCVDatHX/gaMyFeDUef8CPKqnopo6JKcgtxtslWhKpHBi3Gxhvxf4aQwwxfKBh+HWGNtXjPjBeGMM0TU6O7OfYwI5JJEVe+RLyFy1mz1OPYugaqtVG8aobaTyq4xlNRlHHsDntnNjdNWlbofGH7IUJJOc4UKtl5p+TQVf9CLqu4x2d6l4kBsksQ/U4de/pC8W4PcjZ2Rh9IifM/fTTuGdRPENetgxj//4p50nz5qFXV5+2EnHknPYkiHdB5Xz45ZWMV3KeAj7DFz7PIXJr0j5Mc8TvhV1xUB9k0DOIhIQNG168U5JbkaSWhERFSgWVg5VRNkcbKv9PT+KyE8+DT2Z+7yAlXjcSUOoPgB7sHyy9TQSMaz4wQ/0KRdgR52+AN38BAS8odojLEOSMO1gMwRPMiPNPoaaRFEECzf8Y1D4v1FkZRYAkSKvG7SLIfemNcOJFKPsEVD4Fug90KVgB8YtCmbXnN+DuA2sijHbB/nvF+o4/KeyJpikysC75AVz0Ldj8DcCEiusE0ZW+IDqDS5ZFIP1gM+z9ndhPQ4fAqMji+th/i1yuoRbYf5+wAcpB62D3cUF8Xf+AsDfu+TVs/ZbI+cpZAks+GX0eshdHVD6shC3fmv4CyF4slGEvf1OwUKF1zoAQwfSbW89CksYJrImKqXfKIjhxXqSdMTJnKzTtdDAMk9qeMQ63iKqGh1uGqO2ZhRIQyE22c3l5Fn1jfq45K48LSjJjZNZ7iJhF8TSISeRjeD9AG/DiqezDfbyPQOtp8opSZQJ9XgK6l1OjB+n2NDEUGEFW5yAp6WCamEYfRqCFqXO0BCQ5BUlOBsDQB8G8GntK6hQtzclklqGBrODor0azp+EYrEGPzye74zWS3d0kuto/GhbDxAQYmUW+1HR4K2HyU0DKyhLqoxBOR1BFIlJpNRtlVginI81Od2zTBeEH98NYezb67v1YfDqOjRsZ2f06cfMW4D92DADNqsDlFyE/uxU5IwMzqNYygYAKVm1cC+CWg65MGTQVPF++GeevH2XgqnX8eEE1pUeGcMg2MuwZ7LG3gizTnCWxLnstjtePsLNE51PqeRw/upWlZ11G/tnns+X+7+LVfBxZ7MRisaHrOi5dkIshcmlp2lLqh+sxMPBoHkzMSSPioYeFS+Zcwmsdr4EBZ2Wdxd5uEZyvoHB2+tkc6juEjj5pxDw/Lp8W14TQ+Rnw1WVf5XNLPzfr9h8WxCyK7z/E+l/vDfztYww8dgKtd1yR5NM9vNH9VJTaOwqSjKJa0AM+0uaW4fOfg6xmUnH+HIZ7PDQc7o3igCJzthSb4AkikZLjYLDTg6RAfkUKzUcHRbySH8BE1nyk9R2j7MQDU4/MT3c/mYmMkiTkzAyM7ogsrbeo0DaneL9zIfzyKijoV2jO5IysV1MhUtX1VpCipDAYIo5mgch7kYSEjDwrq6SCwkVzLmJb2zZMTOIUO5Ie4LOWuTzsrmWj283VLp1FuoGkuSEhH0ZbABlC9z7JIpRbWYthzy/B7xY2w1CbvHOg45D42wyME1YzVfKW5OBsA5Z/DpJyIS4HnvsSXPhNWHAJ1G8X5JXuE6SSJMPaf4Ddv4KAB1DENbLuq7Dn9yK7a/ENUPmEqHh4+AFYeJkIiN/+A6F0SsmHF/9NdDbKrxPEmcUq7IqhqoOGIfK1yq8R13LnUXjoOvEFkFXY+BMxPRT8HlJTXfQdUf3x0Zvg5scF4RQZGB9ZxXCm6y8UHm+Y4+1yplhmqpD5GRAilTDhi48c5OuXLqQ4IwEgrKIqz02aMuQd3lo1xOnmzaZC4pDbz+GWoSChNcTR1iFGfaf/PbCpMheWZDAnxUFpVgLzs+JZNjclRmidAWIWxRhi+IhA6/eEqx8G2mcgIxSQVAU5x4HeMoZvwMX+vh2MGDbcZhySehaKPIgRaMQI1E2/HlQkJRlMBdMYxTTcYL8Fm80WnB9SZk3RgTAN8A2T0ncEX3w+xXVPYNpSSR+o/HBWMZwt3g65BW+N3JrKJjEc0SmOtChOA7m4GKOpSawnkgibSG5FVsyZiKkeEiKJtYjS6FNB0wPiBiVJGKaJpoIsK/gNHVXWUXbswWuHk9ctI+72i9nl28otbxxn7Pxl2I6cxB3w8OPkbWRfJWOsK0J+o5eMQehNho5UWNoIvfGQ4YKj8wBZoiR5Id3uHnIKhzlxs0pPzjE+W3oHdTl17Gjfgc/oJHTbTFFTqOyvouKCs/B07eIB/U1KzlvGbwe2EHdgJ/oiFRMFzdA4N+t8FiYtpHakli0tW8IPDUf7RSi+BQs22UaOI4dGVyMKCuvz1vNm55tcUXAFzzU9R7ItGb/hR0EhQU4Inye7aufIwJHwg0ckuaWg0OJqCZNeCgoyMsvSl7G/L1qlcE7aOaTGpXL7ottn+FRiiCGGDwtM02RsZwfDLzWCPv670eGqY0/vcwTMGQYzTIOCsy+l6egAK665lZ6mMU7t7ubYq21o/uj7Vu6CZIqXp7P/+Wa8rsAkcgtgsFME0Js6dNQMkluSRMfJISQMslpfI69778zZm9PdK2cYxLesXEmgujpYBVdkelkvvBDJ5cK3e/f0xz5xE8FXL/CXc8U9Bgl2L5KDgyGzXtWMeDvkFjAtuZUqpzJgTO4TRA60mJiT1Fq59lw6vJMJUB2d19pfw6k60bUAVu8Y/29wkMtcjZxvtVDiDwSVaMEhpmCgPJlLISlPKKrMANQ8I/5Z4wEFCi+Epr2ABj01IkvKFSQnzVlklJnB/c8oh5PPi+rG5dcIEsvVC0/eHgx6R2zr6KPCdigF91X3CWLs1PPCwgfw6t1w/ClQbbBgg+h/Hfgj3PiQWO+eXwvb5Nq7YNcvgjbGbwnS65XvCfVWiJTa8k1ILRbXox4k69Z+Bfb/QYzAVVw33ufKXiz2VcihxHmUGA98D2VaZZbD7l9CZoXYt+nQVSlytS76jiDRnvx0cP1SdC6WJInKjLNEyPpnmiZf31jCD5+vQZIk7r19eZSKaqrwd2BaQipSmRX+eE+j0Jq4jG6YnOwa5XDrIIeahzjcOkhD7xQOhymQlWAjL8XObavyGfHpfGpV/hlUho/hvUBMwXUaxEYQY3gvEejz4KnsxXOsj0DnND+0EvjtfhSPgqIovDH0NMuvup03N7+CfzgeXUpE1/vRA40YWhOY02RNAEh2kGxguBFqrluxp2SOS1sm/TyY4OpGAiwBF07fELldO7HrPpJGmz+cqqzUVHA4RBXBD7p9K3I02+kUlsWpYLWK8uotLZMuAZF+AkowFH3GzSEuoUE7pHjF+9pcUFedw0uBg1x80KC0U0zfuRBaMsf7apcfhD1lUL08HbWrj45Uogi13AHoSJPozYnn4/Ov5OlTT3FzxzweyqmltN9Jsi2JPYndIEmzDul14CDdmU6ruzU8em3BQoAATsWJV59syZCQWJ29mt1du5GQcKpO7iy/k/uP349Ld0Vt964ld9Hn7aNpqIk9PXsAMUpuV+1ISLg0F6qsYpNtmKaJz/BhU2wokoJdtaOg0OXpQkKiPKWcGxbcwEstL7G7azeFcYWYhkmTpym8XyYmdsWOZEgsy1zG4Z7DeE0v18+/nmfqnyFgBsLBxnbFjl/385PzfsLlRZef9lx92BBTcL3/EOt/vXvQx/wMPnkK78lx0kMzAhzs30LT2PFpl7MnpuAdEcuUnPtpsopX4B71c3z7ZKJDscis+FgBCWkO9jxTR1ZhEvUHe4lPszLWL8iz9Pw4+lrG+zpJKRLD/RpLlENox4/h8PWSONI6uW9xGpvgjAgNAoVyGwMBMU1VQZaRFAVME6WiAm3//vH7flqayMOMGEAKIIY8Ds+FRy+aOlfrrSDNkkZ/oP9tr+edzuaaKVNrfJsyGgZfKbqedemLkTZ9hVLPCJJshSW3QvcxkZEVqdgKIZSfFYmUhTB4SgTGY4wTVdPupAWW3gQnXgDvMITuwaVXg29EVDnMOwf6G4Q6KrsCek/COXfASJcgoS76tsjiWv5ZQTK9+TPYfreoLJhZKkifzmPw8HVw2Y8hpRiO/lmQXZf9F2SWiCD6Ld+ClX83nrHVsF2ov2R5Qgj7UfjzTXDJ3bD12+OvNz8mbJCvfE/kc/XXC3tiTxXjYe8PAhFElGnC8aeFVXHBRtj3e7j4u3De16Y/Z6Fltn0XVnxW2DRlCZ74NOYND1JtzjutHfB0aiXTNKnqGEZCYlHuNOuKCH+H6RVcU+F0Cq2+MR9HWobChNaxtiFc/tP3C51WhUS7yoqCZNbNT2dhViJnF8TUWe803uk+WIzgOg1iHawY3m0Eetzh6oeBrulHDwzJxFuks+X13+PXZOLsi1Cc83D7nUimDyPQiB5owNQnZ16MQxKElhkgfNN3fAm73S7eT/g5sIy24nR14PCPkjTaQIKnjwRXx4eTyPqQYKpfdB3C+WZGTgZyZ+8UraKX98dZGJECZIyJyIljc6GoHYayrSQM+HlqowN3wEPGEILJMkAyoKwDqnOgoE9stDkDNq2C23fAqVzYXS6Ph5dqGp95FU5mw+6KiOmmSUEPb9nWoUoqmqmhoDAvYR71o/XTtpWQmBc3j0ZXdMaXgkJRUhG1w7U4FAefKP4Ez9c/T8AQo8+mZLIsbRknBk9QllrG3p69WLBw0ZyL+HT5p/n1kV+zq3sXCgplKWXUDtZiU20EzACKpODVvCiywtVFV7OtZRu3lt3KHyr/gMfwTHqIWJ21mgQ1ga3tW6P28bL8y9jSsgUJKUykRZJ5qzJWcU7OOTxy4hEsioUsRxaVA5UoKBgYUdtQUXFYHNx76b0sSl90xuf8g44YwfX+Q6z/9e7AWzvIwOMnMcbGByiG/b282f1XxrQZLGyyCoYFSV1IesF8PK5CDM0U1sMIJGU6KFicij3OwtxFqWy9t5pVVxVTuCyVnU/Vo2kBTu4U96CchQl01o5SsCQFtb+bjrYAOfVbyG97Bfndfj6RJOTiIsz2DkxZjs6nlCSc138S9xNPRi+Tkog5KKpLVhYqHPl4CfKxajatkmZWyLzPECfF4TKj+5tOnLiZZtArAhm2DHp9E/oQpvjfRpeXzwwP0WJRucyvIF/5M6FGOvWSUGPJlmCEhRq0HIYQJAbNIBmXvACG6oOjZKcjtGTRJhQ+n7sChlth1RcFuZO/Bk5thYWXQN120D3C+ld+LWQsgtd+JBRbnUfAOwRlV0F6mVBNFV8sFFFVfxUk0OLrxvspIVvhoqvh5X8X20KCi78D++4RtsrFN8KJYND8pT8QRNXF/yGUY93HhcKq+plx0sow4LGb4KbHxHYiw+B7T8EzXxAKsEP3T62wAkG8PX6b2E7ZVULBteYfoLd65iqFphlRkfEeqLgWs+sYz3Wn8d8vnwqHsocIJ9M0ee5YB//98kl+d+tykJiygmGk7XAmUqiqY5gvPHSAW1bl88Xzi5EnhtyfBpFkm08zqOoY4UjrEEdaheWwbXB2FU+TnRauXprLsvxkajpH+PqlC1FnyM6L4Z1BjOB6jxHrYMXwTsM0TbQgqeWu7EPrnr5DYWJiSib7Bt6k32/ik5KRlTkg2zACzUFSqwnMmWS1CmKULPRd/zj25AUTdwqLf4Tk3iM4fIMkjTYT7+nB7h+OkVnvISJ/jb1WsPtBs6moPm3a4pOR5FVIeDcRby4UM5Y1ib6mzYCmDDhYCL1pgAEL22E4AfqSBKHVkS7RnGGKynzzoDlbpqBXorDiAnprDlCV5po1+TQxV+qtlh2fCkVxRXT7unFp4jtQkVLBqaFT+IP2msgRbLtkx2tODpwtii+iaawJAyNcon2uYy6tnlYUFCySBVVRMQwDn+HDIllQFAWX5mJp+lKO9gmrYaRqyqf7sEpWrllwDU+ceoJ4azwVKRXs6t5FnBqHZEpcWXwlO1p3cH3J9eTG55Ifn88vDv+CPd17wpknZSllHB+MVlSokookSXznnO/wg/0/wGf4orYfiWRLMreX307nWCdP1D0x7Xm0YOHuc+/mY0Uf+0iOTMYIrvcfYv2vdxamZjC8pZmx19uipp8c3sexgdem/00OqUIsa7DYikjJzScp3UlrzWQyTFYlStdkUf2GGGi75I6y8C9SSpaT5355FO9Y8PfYAV4PgInNarJ4138iAfFxfqTIXKz3AgkJMDohUmDePGhqCu+/htAcHS2A6rnw0lory7KWT7J7f9AQL8czZsycyRlpR1SR0BCWzi8PjqKikaXp9Kgqn3UZKBml0HlIBL/LCljiREj7wXsBE+ath5a9sOxmsfIjj0DKPOhvBvxE91engaQI69+Kv4PDD8LquyBpjlBftR8Qge/rvhrMv/pXCLhB94p9ueJn0HEADtwHV/8OTr4kSKb13wQk2Pkz8A2L945UWPxJ0XbFnXDZT8T3oeuYIJy2fluEx2/7bjB7K1tsd8s3Yf89YE+Fj/0XZCwQeWJVfxXKqou+M14FcfsP4JrfQ/pCUZmw+/j4ayQhFUmo9VRFk1+R7UL2xMhpncfGqyVOEQwfJqMy42jf9Shz1t0CsiwIrM0n+fplJRSnx0flZlV1DPPFhw7y9ctKKEqP48uPHI5ST4UUVf+ycSE/DRJkMwXIm6bJb1+r43+21PJ/Ny7lE0vzZr4GIpZr7ndzuHWQIy2C0KruHCGgn57fSI2zMjfFwRWLc1g2N4ndjf3cdeH8mN3wb4AYwfUeI9bBiuGdgGmaBDpdQql1vC8qzDUKMgSSDbra2jGVXHo1k06/Fw0rptEfJLQaMbUOJkm7p8VZWBPPF6MhpoHdN4RztI04VxvJQ6eI8w5gC4ygGO9+FZ4PNGy26UuLI7pjBkyZOeZPcmAdnvyZa/F21LFxwkVDkFUS4FbAagpVVEs6zAsWBOpIEB3sRC80Z4n3N78J1XOgN0XsyMJ2GIwX7VPc8MAGQFEo6DZRTAldMmnOksKdn9nYDkIIWdoikawm49f8uHGTIqcwaIw/+MjIUQqj2Wwv3ZJOX6Bv2vlRpBV2rp5/Nc80PMN5eeexq3MXLs1FhiWD3kDvlGSaXbYTMAJT7tN1Rdcxoo3wRtsbeA0vNsUGJlhlK+Up5ezpFeTT3y/5e/5U/SckU2JxxmL2dO3BxMQqWbmq6CqerH+SDXM2cFH+RUiSxLHeYzx66lFsso1riq9hc/NmZFnmtpLbuLfqXry6l5sW3MSTtU8SMAOT9vXa4mt5rv45vHixyTb8hp+7lt7Fb4/+Fg0tKgR4nnMere5W1uet56KCi/jP/f/JaGAUA4NkNZkhbSi8/sK4QhpdjVgkC2UpZfxp45+wWq3TnvsPK2IE1/sPsf7XO4dAj5uBJ04SaBsnMry6i729L9DlaZxhSQHJshSLcz3xKTbcw9HWdEkSdsS80mSajw1gc6qYpsnClVmUrM5i08+PEfDqVFyYiz1e5cDzLRAkSDJ9taQ07CTz3LOw1+5Fr6xEWbkS/eDBSVmSbxu5OdDROevmvowkrL0i9+pENvxxA+SOyOwuA7vsxMsU1fk+IDiTeyxAIXE04mI1cZwKDHGp280yn87l7gByOAYjYhiu9GroOwX9J0RuVdVfREh7Rhn014J/RGRrGQZop1eNgQQphTDYCPnngiMNTm2Csquh5llYfqewCAZcQh3lSINDfxLh8bt+JVRbATec/01IL4TU+TBQJ8igl78Fa74I6/5RXMzHnoTn/hHO/Zog3l79PsxZIcila/4glFVbvgl+jyDwPvV0UEVmiuyqi74jKiUGPILsOu9rUep0uirHCayQgiu1GJ66fZyAmkhITUVaQbRaKxRYD5ND600Ts+sY1UYBi3KTpg1tjySjgDCBdeWSXCDaMhipmJo4TxzqmSm4AHRd5/dvNPCF84qmJZmG3QGOtAlV1pFWEQQ/6D59xXGrIrN4ThLL5iSRkWjnyiU55KU4T7tcDO8NYiHzMcTwAYFpmgTaxnAfF6SW3j91Z8gEjBSVwTiJvccqCfRlIsnZmKYXI9AaJrUwzyCwXLmTFNWH09VFnKuduNZ7iPMPET/WgfwOKWc+DIhUPE1Ht4S7bDOQWyGEEiV2LYSz68BhwM75cKDEw1dfAL8E+wsgbwR2lcCmVV7+39OADtUFcLQYcgchYxiOFoqN5w5K7C4xWXNCbCMUXBuJnxRE78fuaTJAm7NDRzsh+2CKo7dKVvymnyw1i25tvAJjvBI/ieCKJEwiyS1gSlWAiRlVMjyEVDUVl+liKDAUNX0iSRXqeMvIfKL4E2xq3ITX8LK9dTtWxcqGuRvY1rpt2u0nWhPp8faEj2dMHwtXMPxrw19ZmbkSr+Flccpi6obr8BgeNENDC5LAJiY5zhw+v/jz3Fd5Hwe7D4bJJbvFzvKc5bzQ9ALb2raxrW0bS9KWUNtfi0W2YFWsvNjwImWpZRztP0rnWCcezcOarDU8UydysULHKyOHz7WiKNxZcSf3Vt+LgkKcGkePuwclqN+7MPdCtnWIY252N2Nisq19GyUpJYwFxsLnYUgbwoEDD4JwbXQ1IiERMAMcGzjGV3Z8hd9d+rtJ5yyGGGL44ME0TMbeaGd4axNo47/zne4G9va+gM84HbmQjGRbjcVRiizJk8itorMyWHN1EQGfjmEYzF+eRUqWk6EeD3ufrSdnfjKyAqpVpur1DtZdHE9B0yba8jYwp+VlClu3iUGhpw+Ghxv0fftEHtY7DEtpGYEpCC6prAyzpib8d+gseYaGeeVsGIiDTWuEBTErfSX07fubk1tnMigViZBaayZyC4jO7TLhjt4m+jNLuL3xCHVWCyVyIpI3FHovg6IGg9E1USbz5AsiCiO5EEa6hSXQCIh8LdkilvHPspJz6gJBRrn74ZzPiyqEnn6xnbpXhaLp2BMQGIOCC6H+VaEeW/8tYc0zTaHKkm3QvBPe+PG4wmv3r0RAffFF48UGJBnsCbDwUkEuZZYIwqjpDdF12vwNKLtSbDOk6AqpqW54SJBX6fOht1bkdi28ZFw1FQqBh/HXimuFIuz6B8V6TFOc9E8+QIgIDldNnKjAyl4syK1Xvz8eWA+C3Prr34n3i0U4fbU5L0qBFYlQAHtZdgLFGfFh0uo3t55FY58b0zSRZTlquVAwfAgT1xk5fyblViROdI/x2L42LliYSXluEt6ATk3nCMfahjkatBs29M0uCL4wPY55aU5KshIozUngY4tzsKoxZdZHBTEF12kQG0GM4UxgGib+1tGwUksfmpoUMRVwaQbN7hHasOENiBFP0xgKVjtsxNDa4HTB2KaJ3a+R6EkiyZxLgrebuLF2nJ4+FDOmyALRWfUUZOJo7pk0feJYUkhBBRBQYF8+rG4U019dDDmDUJ0LizoBQ2RNLeqGzhQ4lQcZo6KC0u5FEgU9kDsAu8vEVtbUmHSkCqvfOxFC+1aQpqbRr00Org2RJFMFsVekVIQtcm/XWphpyaQnMLP1JBR2nqgmMqQNTRpJno3dcWXGSvb17gMgSU5i2JhcfWq64Hm7YsfQDfz4SbAk4NN9+A3/pHars1ZTNVBFRVoFu7tExa0b5t+AJEmkWlM53H+YfV37KE4spnakNrzcZfmXsb11O77gqLcVKzo6DsWBKZmYpsm5eeeypWULNtmGz/ChoqKjh/9enbWaFdkr+PXRX4eJMAsWfATXKVvxG36cqpPihGIqBysn7b9DcuAxPZPO4QMXP8DZc86e6qP5UCOm4Hr/Idb/ensI9LgZfOoU/pbxwTHD1Dk6sINTI7M5r3NQE66dNn+maFk6l36+nIEON5gmm+85zmVfWEzG3ARM06SvbYy0vDj62sYwdJ2+I/XEb38E95bNjMXPISHTCoOD4l8Q8pw8jI5gQRe7HbzvDZFkAu1zHGQN6LxS4qcmL2jTj7hfWyQLhmnMqmDJO4myxDJqRmpO3/BtIGRBzJTi6AlGXlg0nS+ODDNH07nM5UGecz74R6HncHCpaYITJCsUXwp1L0yYP0Wo/ERYnEJpVXoV1G2D9FJhBSQAqgPW/QMkzoEX/1kQarofLFZYcjMc+iOgCGLtwm8JggrgoWtFNpcv+D2QbaDaBSnnHwPFCbc/Iz7n/lp45W4RMp+xALKDhFHXMXEopgmPXCdyxLwjwta473dwy1PjmVkzWQVntA8+OH5OQxUNX/2+ILWyF0+t4JpunRMVXIBhGDxf2ckVFdmc6B6bVWj8pqPt/NPjR/nfM7AMTreumdqUZSdQ1TmCVZbYXN1N76iPY23D1MzSapjstLBsTjJ5KQ4uKctiWX4yyc6PnhL9g4yYgiuGGN5nMA0Tf9MwnuP9uI/3YYxMXVrbME0GZZPmgEHHkIkOmKYVQ2sNk1rmFA/i4xsysWk6iR4fGcMmaV6FOE83crg88uSH2A86QiTUmdLwOuALWvxUA/SOHt4shbUnoDMRdpRDbxIs7ICcfuhMg8EEaFwQT3z/GJjBzm2WxHM9YqQ00tK3KWJbmyZsW0UFNIbnJtOcMxSevrv8TI9+aqSoKbg1d5jMOBP0a/3hkd9IUsMqW/EYky2U8XJ8VP6TgfGWR46BKHJrccriScTLOenncLDvIAZGWBU2sQJUaJ/zHHm0e9qxyBYAfIYvfEyJ1sQwgTUVuQWTybzQspIpYVWsSLpEpi2T+rF6VmetJj8hn5ebX6Y0pRTTNDnccxif6SPPkcfa7LVU9lRyYuAExwaOhde5LmcdS1KXUFtVixUrF869kF2du8IX9Mb8jQy6B9nXt48xfQwZGRWVnR07uWvJXeTF59Hh6uCB4w+IyoYmPFP/DLu7dzM3YS43LryRJ049gY4epYYrSSqheayZgviC8DnOtmYz4B+gOL6YmrEaPKYnfMwGBilqCoPaIC+1vvSRJLhiiOHDAtMwGXuzneEtTVGqrQFfJ/t6X2T4NOodsGGJvwVZTZ7ywTSvJJnkbCdVr3VweEsLNTs7ufTz5ay6qpjUXCe9raOkz4knY24CABlzExh56SVsP/svPCMjSEByth29oWFSZWKjrX38IX025FaoIuK0hzJNtEBGOuaV6zGeeB5D0/AS4OcXe0BRaM5UsEhWAgSirN9TkVt27O+Ymmu6db3b5FYKEl7vIAmShZ+11bHXYSNb0ykKaJT5A2IgUFKg7fXxhRQrqE5hrYuqeiiB6Ye658Wf9mQR3A5MS26F2sg2QXDNXS1UUC07RdC8RQHdhOL1sP2HUPIJQIa8s6HlNVEFE2DF52F/MOh9rEdY987+jCCALv8fGGoR7YovhoF6UWWx5q9QegUYOjz0CXFMl/9EKLCe+LQgl2D8fc4SuO1psc7+OhFu7x4QqrHDD8xsKYysbhipxMpeLP42TXjyU0LJdcNDwr4I4vV0RFlwXVGk0uLrok5zTdcoP335FMC0mVjVnSNRlQg/vjgHIPx6Jpi4rkiYpknnsJfnj3Xwy1frSHFaaB3wzKpnqcoShelxlGQlcFFZJmflpzAvzfmRzA6NYXrECK4YYngLMHUTX8MQnuN9eKr6o6oRRUIzTXoCJi1+g17NxAAMfQgj0IShNWIEWmGGEs42v0aay0PuwCjpY54p850+aIi8gc2GvIqc35gC8wbH865a46E9HVAgfQQ2nwUrmmHTOYAqgWGytEnY/ZqzJA6USOwuJTyitfusiVvzQk70z2JTdmhPZ4dQHlKWLSvKuvdOYVAbxC7Zz5z1C8LEREKKtvxNk782MXh2oloqy5JFd6B74mKzwvr89dSP1OPWxy0y7WPtk9RYKiolySVUDVVFTS9OKKbd007ACPDFii/y++O/R0dnbtxctrVvm3a7CWoCo9pku29ou3dU3IEqq/y+8vfUj9WjoLCvex9XL7iaUW2Ul5pewiJb0IIKyRebX0RWZCoyKtjTvSdMrK1MX8nhnsMc6jpEnBrHZxd9lvuq7sOje7ih+AayE7JZm7uW+sF69vXtC++DhoZf83Nq6BSPn3qcf1r+T+joPNv4LF7Ny+qs1ezp3sNzTc9hk21cnH8xW1q24JAdnDfnPLa1bAuTWpEEYpdfhD7XumonHbOKil21gwapttTTfHIxxBDD+xWBXjeDT05WbVUN7aRmaC/maRQ0slqGGrdxygpmWUUJJGfZUS0KJasyaTjUy9yyVAoq0jENg51P1TLa76HqjXYu3phAzrkV+E+exDRNev7nf4nfcDFDzz2PdcEC/MeOYVuzBt+hQ4LkCkT0oc7EWXK6nK4J5Ja5sBBONUJvH39peo7912tcmr+BzS1bogaxAoj9MTHDpFYkuZViSWEwMPiOWhWnW5ciKeimHr7/JilJDOszDIZOQFlCGTWjk0myXHsuad4e/tjYQKPVApJKqT/AYn8A7Fngj7i3mxPOc0YF2BOh+fXo6ZIicqn04HkPk1sRiM8Ga5zI5mrdAyefC6qz/gl2/wIaXhX/zr4Tjj0Gi2+Cw3+EuleELfHEXwEJ2kPh/hZBHN36lLiWXH0iOH7lnaKyoQQMt8GBe+HmxwW5tfVbosqhxQlNu8T6/GOw7FZhGQShqDLNIAH14Ph1mRvMgMhbJrYnK8ImuWBDdPD7REth5zF4+Rtw6Q/H20USVTCu1pIk0f7V74vpE0mx4PrNGx6k2pwXVklNRyqZplCH//bWsynLibYhRiJkVQzNk2X5jJVbU61ryO3nWNswx9qGONI6zNG2IXpHx7+bo97pn4MUSWJhVjxlOQncvDKfxXOSsVtiVsMYZkaM4IohhlnC1Ay8dYLU8lb3Y7in/kH2GyYdAZOOgEGfZmKYGobWHqHSmlx5KATFMEgfdZMx4iZj1I0j8N5K4d8KZtMV9QMhsXAAIVSXIv4RMa/HCT3JUJ0vGhZ0Qt4QPLsKdi+GNSclOlJMkOWoDmkIu5dHb7s54t68e9EZHNjbgIlJh6fjHV9vSD01VSXA6SAjk2nNpMvfxYVZF7Knd4/IkwoSq2mWtEmZVxPte5FKn0i8VXJrTdYaPlX6Kar7qqPIqFCVpsj90NAmkVsAr/eIjrWBwebmzejozE+cT91IHRbJEg5qD9n7QqqzUW2Uec55NLmbJq3TKlmpHaxlX/c+zss5j61tW0WuliwIxX0d+1iQuIBudzer8laxtXUra3LW8Er7KxztO4pdsYeXkxUZt+5GRUU1hQXZowuV3KbGTdhUGw+deIjfrP8Ndy2+i5PDJzE1k20d21AllT3te1AtKpW9lbj08cyJQz2HAPBoHlDgSO8RLs+/nKKkIh6oeWCSuk4O/hf6vPXgg0pk2LyGRqdXZNMoUqzjGEMMHzSMq7aaQRv/nR70dbG390WGA70zLi8py7DEr0WW7ZPmZcyLp791jJ7GUSw2lbaaXoZ7vHz8riVk5IsH4VP7Ogm4/VRub+OctU7c3/9nRv/pa/T+7/+R+/OfkXLTjfQ/+BD4/fiPHQObDd/hw+L+/U6HyU9A5C/irxe2EFgIGSPQsGEBvZ5W5p51Ic3+6QdFpsJgYJAEJQG37n7XLYuh3+wLcy7k9c7Xub74eu49de+sl68brSMBlcXOOVSONGDKEudZM/mRPw21WdgNy/wBIEQyyuA9zb29S9yHSC8VyqhQULypgT6xbyyJfChbMrTvA1c/jHXBq98ViinFBpIqVFcWJ1TcAFVPiCwszQUpeXDtvZBSJIivgAbte+C8f4eWN6DrOLTthubX4NB94gNf+XlY9fcw3CGur72/EdP7a2HLt2Dl38G+e0Q7E9jzO1GRcektwV0O9k6fDJJUke8jM7BkWWRcwbhyq/OYUKCFyKqI04AkC+tjqDLpREXXxHytcKbXguh1BedVG/lRuVoTCaoQqjtHwlUOZ1I6TczVeisY8QY43j5MZdswx4KvLQOzKSQA6fFWitPjsKgyd66bh8OqEm9XKZ8iGD+GGGZCjOCKIYYZYPh1vCcH8VT14a0ZwPRN3ZHxGiadAYOOgEm/ZqLrwxhaU5DUamEmlVac109mkNBKcXlQ3mexeBN3ZybVlYb4UQnN77VCih++dRMsbYOCHti0ElAgt180zBiClDE4NXdy5sVUeKesfu82Ro0zKAowS7wVa6CBEVbv7OvZB7IgNLIt2XQFuugPRGdyKSiUJpVSNVwVtY4Mawa9/pkfkgDKk8QHFLn8ROzu3s1XdnyF3d27J82LDJ+f7YNDw2gDAM0jzdhkm7hIg4uawf9CkJBodjdH/R1StAXMAFtatwCwq3MXl+ZfytaWrVw1/yoMw2AkMEK/vx+LbCHZmgyAKyDIJ03XkGWZPR17mJ84n6M9R7EpNpamLGVf3z5ebxeE3JqsNZydeTYPVj2IX/Kzs20n99fcj0fzYFWsFMUX0TDWwOVFl7M8ezn/d+D/ogg5vynOjUN28O1V3+Zo71Eer308TOQpKFGWw0Upi2gea8YdiH4QC5FbpQmlnBgVFQyskpV1c9bN6py/X2GaJj7dh1tz4wq4cAfcuDV3+HWqae7A7DrfMcTwfkSg183gU7X4m0fC04Rqaxc1Q3tmVG1JcgFq/MdQFMfU8xUY6vJg6KBYJDIL4/B6/LSdGGKgy4Uky0K99Wg1ptvNsgoLBUVJaF/7R+I3bsRWWIhpmgw9/gTJt96C58RJPJs3z1y0JfTwPxtkZUH3ZDJm4tJeFf6yFl4vN0EOPvqM1mBX7Dx68tHZbWsCRvV39h5vwRJWjk3EqoxVvNn9JhralORWnj2Pdm/7lMtqZoA7Bwf4bGMjJ+1OyCintHbf9Lp01QaaB6zJ4B8KTrQihion9AD7Tkx/QLIKKLDkRjjysKh02H4gqPDShcordT4MtorcrEP3iaqIkgQ+F8w9BxQZVv+DUHkN1sOOH4FiAc0LjhSo2ypywc75Aqz9qsjnat0vFFwAB+4Rr7YE+Nj/in3XNREqnzJPKKoMTSjU5q6Ex26GWx6DnKXjBFOIWLr+weDyOlT/Vex77tLo/up0YfAg8rxueTxa5fXK90RIfCR5FcJUgfQR88zsxZgdw0KVlZ1AVccwi3ISJym3QhlXIeJrJuvgmcLt16jqECHwlW1DHGsfpqF3diHwFkWiLDuBBVkJXFyWybK5KeQk2WNEVgzvCGIEVwwxTIDh1fCeGBBB8acGITB159BjCJVWh9+kXwtgaB0RKq2BadcvGwZpYx4yRtxkjrpx+t/7MPi3yqGFCCwf0JEI7Rkw4hDh653pItvqwhNwKks03F0mUdAn05wJzYXRN63m3Ld3DLOFDdtbyqv6oCBJTWJYm51dIc4Wx4hPPAR1BQTpNTFTS0cPk1MpcgpDxhAy8pTklhUrGfYM2r3tFMYV0uhqxCbZODR0aMb9kJDY071nynl+/KfN+SqOL6bD3YEhGfj08c/WYXXg8/vw4Qvvj0W2kGXJosPXQVliGXmJeWxr2xZ17KFthbJWADRTI9mSjInJs7XP8te6v4ZVYQEjwPNNz+NQHZwaPMVl+Zfh1/y82vEqGhp1I3WhkxnO5KocqCQ/Pp/aoVrqR+q5csGVPHbqMf5Y80fcwdFvj+6hYawBh+pgWeYyTNPk+oXX84ujvwDGS7uvzlhNQZIonflM/TOAICHj1Dg+Xfppdnbu5Gj/UQBqh2uDu6JPGaxfOyrmW7Bw97q7WZT+7sgcTdNEMzT8hl8E9+vi1af78Gpe8U/34tE8U/+ti2kezRNexqN58OreMFHlCXhwa+6w4iGGGD7MMA2TsZ0dDL/cNEG11c2+vhcYmmlAQipAda5DsWTN+EBZsDiF9lNDpM+Lo6/VxaEX21Ctwr44NuBj/3NNXLjByeKqe3CuWo1y/1O0/t6HYrcTaGsj7txzsZaUEHfhBQz84V5wzeLh90wsihPIrYlLui2wowJ2LIHmHGXS4JlX90YphBOkBEbPpGL1O4ipyK3QPWpv717i5XgsiiVK0RtCjjOLbm87GrA4AF2SxkKfjy8NjdBhUdnoEhEXZV4XtB6I2sKks2aaULQeGrZHTAxlPJ7us5FEBUOkYKa8CadeBIsdltwkNnf4IUTIhAK9VVB0EbQfFnlW1U8LldM5nxfrqN4kLI07fghX/U6EusfnCXvi3FXQ8BpY42HZLSKPLbNUtN3wXVHB8fCjgsxq3SNsivvvEfvQXy8C2EMVC7d+GwabIeCFnlOCjAoRTKYpQub7aoXaauFlsP9eQbDd9rRol1UB3ZXieK8P2hlNc8bBWjOrgoaLfkdR+erwdzAyQwuYNqTdNE2eO9bBf28+ye8+tZyartEwabUoJ5Gq9mHq+8YoTo/ny38+HEVmTafymrj9idv0BnSqO0eEMqttmMr2Iep6xjBm+XWdm+KgIi+RZIeFeWlx3HFuIZZYVcMY3iXEqiieBrEqPh8N6K4A3up+YT+sGxKBllPApQtSqzNgMhAYRg9EqrSmHnkDcPrGVVqpY16Ud/l7N9u1+4GqHFgcrJxdmQ3JXqjJA2Qo6oC+FDgwHzJccHQe5A5BR9rplVYxjOP9SrJJSHyp4kv0enp5sv7JaduFVEHJajKDWkTFq7dZVXE6yMgoKNOOZgMsSFpA3XAda7LWsKt7FwmWBK4svBLd1Hm89vHwfocIHVVS0Uwtyr54OiLNKltRJIVzc85la9vW8PQ8ex5XL7iax089zi1lt/DH439kTBN5ZeVJ5VQNV3Fx3sXs7dnLv6/4d7pcXexo20HlQCULkxby3TXfxTRNHq55mJsW3MRPj/yUyv5KrLIVVVL5/OLP82DNgwz5hrhr6V386fif8Bgeri28licbxj8nCxYRfoyBisoVRVfwasurjGqjqKhhW2nk5xQ6JxM/uxRrCuvnrqcsrQzN1AgYATRDvEa918f/9ht+/Lo/TFb5df8kAity/lstTvBe4PhnjseqKL7PEOt/TQ+tz8PAU6fwN0WrtqqHdlM9tHt61ZZkR3VehWLJPb1SQoILb1tAW/UQdQcFWZZREM9ov5cl6+dQbJwgsHgdlmOv0/2tb433B3y+8QqIcXE4Flfg2bP3zA7wTFRcQYRan0iFvnQ4UeLgVJp32r6KQ3ZMWVzlvUQccbiYmvQ7K+ksDg8fDv8dsuBPh5uGh8nWdW4fHqPOaqEkFBAP4MwCd4gMtIIijedkAcgWQc6gQfFG6DoKrq5ZHEAmuHrAkQmeHkFuyRYo3hDMygLyVgjl1jl/B8f/Ap4BUcVwzddgzy/gU89C42vw5v+J9ud+DRZcDI/eJNRVtzwpcrMME7Z9W7RZ+QU4eD9c/G1IWyCIqNA1E5lpVfkX2PJNse3998ClP4ChVjj4J1hxBxy6XxBSfbXw0r+KsHmrA255YpzcOv40vPxNsb5VX4ADf4TlnxXEmSyNVzzc8k2hDrvsJ7D97skqrnC1RDG9qmM4ipSq7hzBNM2wlRCYVmlV1THMFx8+yNcvXUhxRgJlOQnUdI2G1/Pp+/Yx5PbzfzcupSgjHgmJRbnTVzOMXO+XHj7E/924FJCo6hjmePsw+5sGaRlwo8+CzZIlmJcWx4LMeM5fmEFFXiJ1vWNcsyxvymy/GGKAd76KYozgOg1iHawPL/QRP56qPjzH+/A1Dk9b4GVEF/bDdr/GkK8tSGg1YRr9Uy9AhEormKfl9GtnEFN+eoS+tRPH3kJVBye2C9dZzAZkSB6DmnmwYxk058gUBIvbTZVpFcP7F5FkzVtpF7LnOVQHLm12svJ3CxPJpkRLIiOBESQkrLIVnzGZIIy3xDMvYR6d7k6cqpPWsVbmJ82ny9XFmDZGvBqPS3NhYuJQHOEMrNnAptjw6T5kSUYypSmrLuYn5mNVRG7XRBtkTlwO3a5unBanOLfmeKh7giWBscAYJmZ4O4qk4FAc+AwfNsUWJotsig3d0MOh9jGcHlbZitPiJM4Sh0N1iPdqHE6LE6fqFK/B93GWOJyqk0+WfDJGcL3PEOt/TYZpmIzt6mDk5SbMwETV1osM+XuQFQXDMKIIIkfqOQT8JShqOpJ0Zg+Z9gSF3AXJNB3tx9BNLFaJi1d58f/oX8n4x68y8Kf70QciVOsWC3Ef/ziuF14Q4fEzPWfExYmw+R07QIv4jcvIgN7pFWgT19iZJnN4jsFgAmxaK4GizKrC4VznXLJsWRwY/NtcZyszVrKvd9+U81RUNLRwyHwI5ZYsqoKxA9drCrJ7kExd587hMRQQeVamJvyl4eUURO9QA8kqKh0CJMyB0bYz2GMZEnJgNGiHLL0aTr0ARrB/odgFeSUhCKkFG6D6GUF6Weyw6i54/b9EyPztzwi1FiY8coNQT625C1LnQfm10H1crCd7iSCtHr9NEEkA274HpZfDxh+LHKxIUqurMqioOi5UYY/eDJd8H7Z+By65W6iwln9WkFwX/4cIle86Bn++UVRiXLBhnDALkVIXBYm07MVivaH1R74ef1qQXLc8Lo4rsuohhMk3M6uCqs6RcIe9PDdp3DZ469kgMaOCyzRNodDqHQUkfrrlFL/71PIwCRae3zfGlUtyo9RdU1kSx3wa1R0jVLYLMutQ8yCtg+5ZKbNkCeZnxpPitHJ5RRYJDisfq8jGYY0ZxGI4M8QIrvcYsQ7WhwvagDdIavVH5VVMxJAWtB96Rxj214uqh4FmZsrScvoCQqE16sbp9ZPg195y1cPZfis1YMQCKQFoSoNnV0DGKCyvhb5E2LQGcoehI5VpQ9ljiCGGGN4LqLKKVbZiU2xYlfFXh+rArtqxK3bsql38HXwfOT30PrJ96H0kmWWRLWe8b+905yqGt49Y/ysaM6m2aoZ2CwJdksldWEbHySoyisrpbWhCdV6OYp371rJtJFh9VREZtkE2P9TEnNZXSfU0Mf9fPofZ003yZz9L749/wvCf/4x1zWr8e/eN27POFKoaTXJNwMQ1asCWJYACD2wILj8LzJR19V7DIlsIGAEK4wtpHGucso0VBT86S5RUmny9/K67hz0OG7mazuWuqapry4QtgCUfB98wNO0AJEhbKBRVxx6Z3Q5a48GZIVRaARec/TlIyIbXfiDmZyyF3qPj7c//hsjlatklqgWWXyPyqvoa4bUfQekn4MQzUHABFF0A5/6jIKgq/wIv/z+hgPKNwLV/GA9vh3GboG6IoPjWfXDgPtEuY2FQGfUg9NUJAuui7wTD2x8Uxz0VIdV9fJyECim1Xvke3PjwuPIqUhEW+f2ZoMaarq1pmlR3jGBihoPSj7cPcfsf92NRJO77zDmU5ybNaA2ciKqOYe68/wAB3cCiSHzjijKuXDK9IjNy3SMeTaiyOoapbB+hqn2Yxn7XrL+umQk2FuUksCAzgQVZ8VyxJIc425nfb2OIYSJiBNd7jFgH64MN0zTRut14jvfhquxD754+TLhfM+jw67R72hnz1WH66zDM6bONZMMgye0jzutHCWikjXnIdPtOS2pNVF9Np8LSGB9za0wRtsFEHzSnQMEAIMOmVdCcI7HmpMTuUkRHIYYYYvjQQ0LCqljRDC08uh96WApBRsau2sMZX1Otw6k4w5kuGY4MLpxzIVZVWCUtigWLPP5PlVXxXhn/eyJZZVNsWGVr1DSrYhV2T/n9m7cRI7jef4j1vwRMw2Rsdwcjm6NVW0O+Hvb2vcCQvyc8LX/xUlqPVyJby0jIvgLPsP+MFVuRSGAYIyGZy//+LPruvRfpqfuEStzpRImPJ+W2Wxn4458w3G4kqxVzbGzadVkWLyZQWTl5xmnsiBPnHM4GV5IoWNOcNzlX691AnjWPdv/kEPeZbPohBdbpUBxfTP1Y/eQZpkm8pPDNnm4UZC51+6i1SMJ6qMaJCoNTIkRwhWBB6PjfQpyApAgV1KJrRD6WJQEMv7A3OrPBHWFjVOyQvwYatwsL4eX/KaZ3VYpg9oevgdV/Dzv/F0KFPS7+Lpz3NTAMqHxKVGRMyoclnxT92UjSqKsSHrw6aHF0igD6Tz8vgt67KkXbkNoKROXBnKWTr4+JRFTo74mk10yYsI7pCKoQGQVw32dWUJ6bRFX7MHfcv59vXlHGlUsnE1OnI7tCpJlhGsiSPK31sGfUS1XHCNUdw+yq76el303r4OxV7GlxVs5dkE5FbiLxNpWijDhWFqbFQuBjeFfwTvfBYhrCGD50MA0Tf9so7mO9jB3tQxr1T93ONOnTTNp9btrddXi8NRhaG6Y0fSfAGtCw+wNgmCT2jVAx4ppEaM2WMh6xwBsL4aJqQIG/rICCQdi0DO54Hf54IeSOCEXWptVCcj8ddr87udAxvAN4P40Ww3gW1WyxKGkRJ4ZPhDvxWbYsun3jwb5JShLD+vREcLY9my5vFxJSVIg7wLz4eTSNNQHjNkoVlYq0Co70H5n08BBptZSRkZBYl7OO3V27oyyYFizMT5nPvLh5vNz2MgYGiWoiI1q0ajNBTghXu7RgIcORQYenI8ouWZZcxqmhU+jolCaV0jzaTEVaBaeGT7Fh7gZeaHyBgBFAR4/KSFFRUWQFGVnkVxGI2n8LFmRJxjRNVmavRJEUXut8TSyHgg8fKdYUNuRv4MWGF/Eb/vB1pEoqydZkUmwp1I7Usjp7NUlqEi+3vcxc51xa3a1YsLAia0VUpcosNYtubfyzsyk2lOB/Ojpen5cbSm+gNLV0xmsihhhieG/gbx1l8Jk6Au3jxJFhGtQM7aZ6aFf076PNTmd9G5aETyLJeXhHtBnJLdkquIpoBEO3DZNEvZclO+/Gl5iPN7CI1AXzGZKCfRHTJO7cdfT/+jeYwYqIpn/CyhQFyW7HBGRJwn7++QSqqgSZEbVJE5KTYCj6PmICbekyyX0Gw3HQkwrVc2HTuTP3h94NTEVuAdOSW8CsyC0gitxa5fZRINlYOtqLYkuhcKyHMl1GOvdrcPRxSodqgyufKtNTZTKRJTNTPmwULIkQGBEWQ80ftC+2QFoppC4EWwoUXQg1fxUVEt1dYv0lVwpSSw+IV8UusrkMA6r+Clu+JayBsgr77oFlt4ksropPwpp/gI6jQpW1+d/BOyhUWSFyK1JVlVUBa/4edv5c2B9lqyCiJClIgB0Tiqq+WnjmC3D176e2CoYrHT4o/u6thVe+Dys+C+u+OjvCNLLCIUxbmbAsO4FvfKyEovT4sO1wUW4i931mBZiCAAspu063rvFNS5TnjU/XDZOmvjGqO0YEodUpSK2+samffaZCbpKd1DgL15yVx4hX49zidFYUpsbIrBg+sIgpuE6D2AjiBwOmbuCtH2ZwXxeBU4Mo/qmraOmmSW/AoN3XR8dYJT5PDbo0vapLMk3UgI6BiS7B2dUtZIe2eYb72JgANUUw6IAUX1BSrygUdIs1xeyDMbxVnJ1yNocHD582xDtRTcRv+PEa0+eSpKlp9Gvj+XIKCiZmdCC5JYXBwGDUchYsZDmyaPPMLs8jWU0m15lL9Ug1xfHFbCzYyKmhU2xr3xYO5bfLdvLi8qgfFQ8AdtlOtj2bFncLiqwQMAJISNhkGwEjwPlZ57O9ezu59lw6vB1RBJlNsuEzfSxKWkT1cDUARfFFNIw1iHUrduyyHZfmQpbkcOZXZCi7iYlTdaJKItB9a/NWkdOFzKL0RezuFGSSiUm8Es9nKz7L/dX3c/ncy3mh5QU+u+izPFD1AKtzVpPqSCXNmsZvqn6DVbISr8ZzWeFlvNj8IreV3Mafqv7Eubnn8nLry9glO+fPPZ/dHbvxaB40NFZnrQ5XorRJNnRTDz9QWWQLmqFhYrIhbwPb2rdNOv/zk+bTOdrJurx1bGndAohS9Pdcds9HMgg2puB6/+Gj3P8y3AGGX27Cta8rqrMx5O9hX++LDPqjqweWXng5knQ2LVUe9Lc6nhJ8Hkjv3k9mfyWZvYfEb0GIkJJl7BdcgHfnzumztYI2Q8e6dXirqsj8xjfQOjsYvP8BDK8XPFMoSBQFdH3S3evNhfDLq6CgX6E5k3etfzSbYikKChJSFGk1W4XWbJDv8/Gl4RE+FrYcRmj7kwth3dfhhS+PL1ByFZx8FuJzYaxDTLMlCTvimWDxbZA2D3b8BNCEBXGofkIFxSDKr4PW/TBnBdQ8CwlzYaQJrAlw7j/BUBscuk9URWx6HVbcKaogmhrc8hQM1AliavvdEdlXlfDnG4Q18dIfwUgrFF4Ig+K+zKt3i7ysdV8V6qqQQit1vgiAClU77DwKf74JbnpUkGUA6QvhyU9PDnsPEW+pxfDnTwqV2qKrhOXxmnswK66dtV0wBNM0qeoYnhTmHhkkH0lWTaXsilzXdNv3+HVOdI3wyokeBl1+qjtHONE5iicw+8rBWYk21pdkUpGXRHluIiYmZ81NiZFZMfxNEVNwxRBDEGZAZ+BgN8P7u5E7XajBRMSJ43oB06Tb76Pd00rP0D48RjumFOw4TPF7LhkGpmmCYTCnb5iynuGodZ6O2DrhhFQDXDZ4dpWoPogMm9ZMPerYnB27qcQwM07XAT80eAhpFmUMRrQRMmwZeH1eJCRKE0qpGa2JarM4dTE7enaE/54Yrg5MIrdAlDgPkVtxShwu3cUc5xza3FMTXkPaEEMjQyQoCdSP1fObqt+E5y1IXUD9cD0e3UPzWHN4ut/w0+RuAsAwDNIt6cxLnMfR/qPo6NS7BBHW4e3AIls4N+NctndvD6vHVqavZF/feKBvw1gDTtmJ23CTZ89jWeYy/tL4FxRz/HsaOn4DA7tk58rCK9lUv4mXGl/iU4s+xdqctTQON9I21oZhGGHS6Yp5V9Dj6WE0MMqmxk1IskRuXC53LrmT+yrvY1QbZU32GnFcpp9VOasoTyvn2YZnMUwDJHi97XUskgXDNNjaspU12WvY3SVItLMyzmJ/934USWF+8nyqBsdL3V+VfxW7u3fT7mnn5ODJ8PRIZVrdcB0SUpjcAjjaf5QTAydYlB6ThMYQw98CpmHiPtTD8EsNGK5x8kQzAtQM7+HE0J4J9wIrimMDLVVlGNrU9iPFAqpFRQvoGIY5njsuQap1lMExCwoa+EZJG6yhpP4v4w8HkoRl5UoCBw6AYeDdPgXxEWwnORwkfeZ2hu5/AM/Bg2Cz4T16BNe2bSR+6jbGtu9Am2BRNAFT12lZPoed9rZw/6o3FXYvkoPZoWd4EmeJFCmFQXNwVpWAp7oPngm5lYyVISIUNYaBbJp8u3+AfQ4HP+wbIDrJyET0ZnUYaoTt/zE+S7ZCXJogZkLkFsyO3Eorg/6TgCGUVg1bYfUT4OqFA3+ApByo/osIj19wGZx8Eeo2C2Kq8TVRITB1PmQsgjf/B2Q7FG2AnT8bJ0I7jkDZVVD9PJzzeUjOF6TTlm+LAPYbHx5XVWUvhg13w+b/J/7efy/s+qU4FnsKrP0HEQY//2LR9oaHprYQmsH/1b8C238I194jSK1QeyKII6kJ6dXvw/pvC1XZJT8QWWFzV0H5NVMGvp+O/JEkCUmSJpFZi3ISw1USIxGp7CrLTqCqYzi8HUmSKM9NonfUx4muEaqDqqyqjhEaesdmFf4OYLfIFKbHsTw/hYCuY1Nkrj4rj7MKYsqsGD78iCm4ToOP8gji+xHufg/dr7fjre7DOeJHmeZH2meYdPqG6RytpmvsAH5pBt95KBBV01nU1kdyQCPR65+RLhiQAAVeWgplPXA0H1J9cLhIoqZQimVhfYgwsbrfO4ECewHN3ubTN5yAkJroTHF++vm83vf6tPOnsxmGSDMTk0x7Jj3enkltQpCROSfzHPb17Is6X7MZHQfIs+fR7hU2kGRrMgUJBRztHw+vjQzhTVaTGdKGopbPtGXS4+tBRWVF5gqq+qvwG34MDGyKjYAZwDRN/BGenJASLdWayqB/cNLnnGHPoNfby8b8jZyfez5vdrzJ/u79uDU3mqmhmArXLLiGZ+qewW0IJahVtmIaJhbFglt3Y5WtWBQLroALh+JAkRVuL7mdupE6drTswIeP8uRyqoeqUVDQ0FBRw5+ziYmCwiVzL2FXxy50Sefj8z6OaZo8Uf/EpM8g8lwXxRfR7e3Gp/uwSqISpY5OgaOAZk/09RdSI/zXef/F5UWXn/bz+rAhpuB6/+Gj1v8KdLkYfKYuKkQeoMNdx6H+bbi08d9oe9JcAr48VPs5SFI0NWJzquQsSKTpqKhsWHZuFj63TsPhPtHA1AGZ5IFqPI5Mihs24fT0kDDWdkbVnuW4OBKvuYbAwACu7dtJvOYaxl56CdPrxfR4sC1diu/oUXA4wOsNK75MRMZoiER7sxR+eZX8nvebprqPJCqJjOjTFyB6K3AgoQT8jKkq5V6hnv73gSGsQKk/IM55VMXDIFQnrPkqHH0ERlqYnNg6DSRZtDUN0d6aAv7QoFQwn0uyQMkVgkBqeg12/RYK1oFvSATSr/+OIJUeupqQZRXVAht/Alu/BXPXCKti7groCH5HF10D1c/COZ+D2peF8mrf74U6C8R6bntaZGaFYJrCrvjyN+HSHwjVlWlAf52oWpizBLorxWGHKhtGLjuxeqKmwSPXwG3PwJyzok5LWE1161mUyy2QVYHZXUm1XoAZrGYoReRpmabJlx85PK1VcHw3RPuy7ARqukZnHRQfIsMCmsEXHj7IhrIs7BaFk12jnOgaOSOLYWaCjUW5iSzKSWRRbiLluUkUpDqR5RiRFcMHA7GQ+fcYH7UO1vsNhm7QdbyfvtebkNpdJJky8jQ3Dreu0+nupHPkEJ2+ExjSDNd2UKGFbpA85mF5ay/WiNkaoiuxuxAsGvhU0OwSjdlwvFCiIzNmJ4xhHHbZjtfwRhFCb2k9pylrbsHC+jnr2dG2Az+TOz+zyfuaiiQrTy6naqhqmiUgz5FHu2c8g0RFZXnGcvb37o8iVOyKHa8u9n8qYnCi/REI2wlBZEvZFTtL0pewq2sXeY48Oj2dUduYSOKcnXw2h4YOhbdXkVJB1WAVqzJXsadHqKkWJC6gdqR2xvNy2dzLWJe7jufqnuNA/4HwNlRUvrDkC/R5+3j81ONszN/IjtYd+Exf+DgvmXsJr3e8jmma+AxhrTQR7yUk7l59Nz3eHu6vvp9R/yhxahyaoeE1vCKQXbLi0l1YJAuSLPG5RZ/joZMPYegGXt2LIik4rU48mgerYhXhssiMBMYfxK4ruo5nG56NUhXMccyhzdOGVbKyPHM5h3sPT2tPvabgGjq9nfz6ol9jtVqnbPNhRozgev/ho9L/MnwaI1tbGNvVHhWf5NKGOdS/jQ63yPUTxIUFxbYc1b5yUr6WI8GC36uh2mTOu34Brz9WS8a8BHLnJ7H/uRChbULAD6qFhdV/IsnTQ/wZElsAKAqZd38fZ2kpI6+/wcDPfiYU6rIMTif2inK8O3eF26LrIEkEJBM1eIwncuBgMTy/ViHLmUunr/NM9+JdQ+R9JvK+nG3NpsffM+2gTTje3YTMgB9DVvj6wAAFAY0Wi8rGSRbE0GtQrRUJSQHVNh7IPluE7IsTYUmBkPpatoARELbD6mdAsUG4GIkCtkRYcxfs+AFc8E1hY0xfIGY/dB34XGB4QI0XttTFN8CSm+DRG4QdMURWmmbQKSGJPvdgPZRfOz4/VI3w7M8IpdakCobHghlZ34MN3xW2xlDfO7isecODVJvzBLHUdUxYFW95DHKWRlkHy3ISqOkcjapo+FatgpEYJ85mVnyZpknXiJcTnaPUdI6wt3GAzmEP9b0u9NnKshAWw5LsBNYUpbEoN4lFOYlkJNhmvXwMMbwfESO43mN8VDpY7ycMdo/RtuUk7ppBnH6VFHX6MNFRzUvXaB2tY0fo1aYOAQXANLH5A6SOebBqOiVdgyiIbsXhOfDSOZDmkuhJAo9DojMVdFXCrxIjsmL4m8KJEzfjHVy7Yg8TKbNRR2Vbs+nyj1c6KowvpGWsJUxylSeVc3L45Ix2i8hg+tA2LVhYmLSQquGpibHylPIo29x0CBFuIaJrdeZqqvqriFfi6fSPP/CE7CQ22caFcy5ka8tWDAzmOebR5Gmadr0h0nFV5ir29+wPH3eIlASRWeVQHNxzyT00jTTxH7v+I3x+VVT8+MPru2vJXazLW8ezdc9i6AbPNz+PKqnIksyq7FXs7NyJZmp4dW/4XG2cs5H189ZjGAadrk563D08UfsEG/M3cqDnAPMT51PZV4nX8KKj8+O1P6bD1UGPq4d0ezoP1TzEovRF7Onew+KUxTQON3L5vMtpHW1lb+9eTMwo+2Ik8uPzhX0S47REJsDNC2/mG2u+cdrP7cOGGMH1/sOHvf9lmiaeyj6Gnm/AGBkfsNBNnZPD+6ge2o09KZ7sBaXU7z+IYl+Bal+BJEWni6hWGTBZuCqL6je6qLggl9I12Tz3i2P43BoXfaaUjoNNnDjUj4xM8ak/YwGRsTXbnQ1Vm7PZsJaW4G9sQpJlZFkm/tZbGf7Vr8IKLce6dXirq0VFxUAgPMxhAI+eG1rf9LEN7wUSSGCU0SnnpVvS6Qv0nfE6V2Lla+3NNFvE53OZy0Nt+nxK+uqCHI8cVFUFIVtFoLt/jLdU4TC0jrAqWQZrnCCvCi8QCisQNjwTSFkAAzWgxAk1luaDK34mqhE27YGjj0JCFgw3gi0ZLv8veOGfBHF18nm45QlBVvWeghf/VezzZf8tyKpXvidytUCQUKG8rMj8q8qn4Om/E/bBxZ8U10vnMREKX34N9FRFVzLsqoQ/3wiYoirjofuj1xdUcFUZ+XwppLTKSYyqbjiRwAKibIShioSRpNeZYirF17y0OGp7xjjROcKJLkFonegaZdgz+4A8p1VhboqTwnQniQ4L1y/Po2nAzXVnzflI5mTG8OFGjOB6j/Fh72C9H+AddtO47Ri9h3qRXHYyLDbilelvMkO+ITpHq2n0VDM6QQ0SCZs/gNMXIHNoFJs5RneKxMFiaEuVMFToSZYYdQoiK4YYZsJ0yqp3MmR2NggRJmdiVXy7FsuJBFl5cjknh2YmxDJsGfT6eqOm5dhz6PH2hEmn0D6pqBQkFNA62oohGdNWeJSRUWUVGZmAEUCW5HDVxYn7Mj9hPnWjdVHTQmHrFizo6MyLm0eDqwGn5MRtCgLx5oU381z9c4zpY2HVmlW2okoqhmFw3tzzKE0u5Y7Fd7C1ZSs/2fcT/LqfK4uuJN2Rzq+P/prV2aupHa5lw5wNPNfwHAHEPrp0FzbZhlW2IiNzeeHlpDvSOTVwii1tW1ibvZY93XvYOHcjC1IW8KujvxL2SsmGiYnf9I+Ti7KFgCE6yjcuvBEZmWfrng2rCA2MKFupghK2XkhIZMdl0+5qn1TVEuBHa37ElQuvnOmS+FAiRnC9//Bh7n8Fet0MPVuPr24oanq3p5mD/VvxMMqKK6+h/MIreeXBWjrrBicRW2HIgn+y2lUWnpNFw9Ee1lwzH8dYF8NDGkULHei6Ts3f/RvourAixsfD2NjU65sC6sqVaPv2oVRUYLS1EX/5ZagZGQzee5+whfn9YLXiKcjEVtuGbrciyxJawM+Tq0xkCbqTYHf56a2Is7W1vxWcaVXjifd+C6BIVryGH9XQiTdNynw+lvt8fG54bFIG7OQVZoK3Bwi6ACxx4J+aaJuEgvPBngCDbdBbDWYAUILkY/AeuOLzwvJ32U+ErXDf76H/lCDCNvwAXrgLMIT9UVJBVqB4PVQ/PU6WKQ74xC8FmfX054MHHgdX/B9s+7bI1UqcK4ixiuvE9o8/DVu+Kdre8vi4OC07SEZ1VYKhwyOfhFv/AnnLBLkVIrBufnycRA0Gw5tZFTQc301RehxkLaahai+F5auo6R6LUknNpLSaGP4OnHGA/EzwBnQael2c6h7lZNcIB5sH6Rj20jY4QyzKFChIdZKb7GBempPC9DguWZRFQVpczGIYw0cGsZD5GD7wCIyM0vbKYZoPtOMdtBFvSyHbolAkJ4N9cnvDNOn3dNDmqqHNcwq3PnVnwDRNDMmLz+qmbq6HmrkBLKbEqANMOXapfxgQTzxjzL5T/k5hOttgJLGyPHk5x4aOnVHnOYRIkgUIVxGcCFVW8Rv+M8rhOh25FS/HM2aIc5qsJFOaWsqe3j0kq8kECDAQGIhqXzdUh4aGhESuPTecmwUQr8Tj0l2TyC2AXm8vNsXGubnn8kb7G3gNYb3TTC1cJRETVmeuJsGWwNbWrcA4QWdgsD5vPS+3vgwIlQPABdkX0OXrCqvFiuOLaRptmnwedHEeSlJKOD54nEZXIxJS+LzLyPy1/q9ggkNx0OURpN7nKz5Pv6efx2of4/X219naspU+Xx8v1L+AW3NjVaw8Xvs4P173Y24quYk/n/wzNy+8mSXpS3ix8UXuKL+DnLgcfrDvB7g1N4qkECDAM43P4NW82BU7DsWBYRh8qeJLPFTzENtbt3Pd/OsY9g6zq2sXLs0VPo5L517K/p79DPqE1aQipYKawZpwBljoWCSkcGaajh4V3dLmErbFBUkLJim6lL+RoiKGGD4KMPw6oztaGX2tDfTxL6VHG+PIwKu0uGooXXcBSzbcQN1BN4/efRhDM6PILatDwe/TwQBZFRY3QwM9oJNVmECqfYw9T52k4uAviXd30mG1Er/hYhKHm8cV6S4Xs4bFgmN+MaP796MfPw7A6KOPITkcoiqi1QI2G35Jx1rbxkvLYUeFX2xLkmjOEgycQ3KAefoH/3eL3AIm3Z9Daq1FyYuoHqqe1D7y3m8zDL7X109BwGCPw8Jqjw+FiBwtZx64I50EEmQthe4jESsM5VgGs1+nI7esieAfgZJPQFw6HPojNO+G0P4nF4rw+dBveyhTa/FNcOTPsPlf4fL/hoF6CLhgxS2QswjsSaAJiypr/gF2/wpqngGLUyjM/AHxuQ23QOF6EcS+6+eiUoEsC9XX9rtBcYJqFTlZuUtFRcJLfgBp88X+hKoXSpIgsh6/DS76jsjgyl4spmVVCCthiAx74lOY1z9Iw/rfUpRVQXXXKF/a7Oe3t1VA9xhf2uzjX8wufvryqahcrFAo+1SQJImKvOSoaTPlaU0HTTdo6ndxqnuMk12jgtDqHqWpzzXr0HeCh5mX4mD9wgySnBYK0+PYWJ5NvN1y2mVjiCGG2SP21B/Duw59ZITe1w/QtKuBrk6QHXPItDsosORhSZx6dEIzNHrcTbS4a+j0NOCfIjfGxGTEGaAj3UNjjpveFD9m1MCgzJmNobwLCN24I/8OTZzNwMwUCkvZNDGmG3kyzUmWymRNYkidsB5dn2QNsBoGfiA/EKDFJvz8imliN0x0CQKSgi6Z2EwTX2gbE48PyPX76bNY8Efsx2Kvl1NWG77QaNTEoNDQ+TjN+Xmvya0zUWgdHDp4xutPlBMZMUbIcmbR6GoMT48ktyJHsyMD0k8HBSVMDFkkCwFTdIwlJIoSimgabUJHx5ANiuKKaBhtYEgf4mDfQVRUxrQxrKp1UqZtsj2Zbm83MnIUuZWoJjKiRYfzhmyHOfYcOr2daLrGjtYdmAglkWZqWLBgYKCjk2HNoLKvElmRwyPtJiYyMnGWOJKsSSgoKLLC+bnnM+ob5ZWuV8LbW5C4gLqRuilJvVA7m2RDRmZewjxaR1vR0DAxWZiwkBOjJ1BQUGUR8r4uex1z4ufwyIlHsMk2ZF1mTfYariy8kmfrRN7VNfOuQVVUdEMX0+ufZXPzZl5oegEdnYdOPMRtpbdxx6I7yE3IpX2knV9V/gqbbMMm21AlFa/uZU/PHvq8fXh1L37Tz6b6TSRYE7ij/A5qBmrY2iosman2VFZmrgwTfTWDNTxW+1jUtWpghC2LKipG8L8QLLJF5I9EkFtWrFyUfxGXFlw662sshhhimD081f0MPVePPjj++26YBnUjhzg++AbpC4rYuOF7tNZY2fTL+inzxCUZllyUy/EdnaTOcdJxcoT8IhVHTgpxx99k92M6i0/+iTWXbMD0dJJ8+6eJW7GC0T17xxUyMGXfYkpIEslf/CLDTz6J/ZINeI9VQleXqH5oGgRsCl5Fo+OOy7hv9CVyByX2lMlcv+BGNtVvQlIkZN2HgYFnFuTWe42QFTGS3Cq251Dv7UTWDa5TUsgYaGRAUbgqsYRyVxsSChX+yQNQ0eQWgAndRye3mwq2FBHwjgnIYHHAnBXQ9IZQPCkqDHZA3fMQnx8kt4Dss6HrkFBznXhGkGGaCzQJhlqCJTQdULMJ5q4Uiq1zvwZ7glWLb3takGBpC4LWw38WNsrtP4DdvxY5XJ9+VpBbmRUw2Aw7fw7ootJhw6viunrsJkAS6q3IaoemKY5p/bdFOP3Nj0+wLy4N2gSHWXTDg1QbBXxp82F+mz46qQLhb287m7LsBIozgpUH24fflrVwKuiGScuAm7qeMU51B4msrlEael349TMjXrMSbSzPTyEtwcZ5xWl0DHtYnp9CxZzkWBXDGGJ4lxEjuGJ4x2G4XIzuO0Dz6zW01bsZlnJITMoh27KAszOlaUPifbqHdnctba5T9Hib0aewKnmsOu0ZHtrTPXRkePFZZ3fDMbR4DH8ahj8d058h3geSMANJmIYdJANJMgAdJAMk8Sox/h500SY0TwogSR6sshur4kaVPVglD1ZZ/LNIXqySD6vsxSL5sBgerLKEahhYJAmHYZCu6wzIMvmaRmFA54RVJVnXcZombkkiS9dpsVjQgfmyA3wjLPRr9Kgyh202lvl89MsyR2w2zvd4ydZ1qmwWemWFLlVhrcfHuV4fDRaVl512emWZWquVfxoY4vcpSVwx5qLaZmWJP0BhQEMGFvoDbI5zADAvoCE5c8DdiQk0W1TyA1o4Y2JuQOP5eCflPj9dqoIMfHZ4jFNWCw3BNjKw0eXhZHBam6rQpyhU+PxU2Wws9vmQgC5V4RyPjwcS4+lQVbI1jQs9Xl6Mc7LU5+OozUaupvGy08llbjcnrFbiDIP9TidmBLGnSBK6abLWG2CXw4pdMzBMnSV+PweczvA1IUsSNsMgIMvTUljvtv1wxBCEUKOrESvWKYPjQ8REqDrfbBViIZWXjBwmtwByHbnjiilEWfrlGctpGG0AiGqLBlfNu4pnmp4Jr2/UO0pFSgXVg+KBwIIFDY0RbWSSdbLb2x3cyPgqJx6jhERZchnHh47T6xfKL6fsZHnm8nBIvIFBtjM7XDVQMiS2tW0LLx8itHrcPZSnlHN88PikeSEcHBBEZOh4QzgxeiJ83tbnrKd5rJnqwWoqD1RiGAZWxUpACrC7azdXjV7F5yo+xy+P/pLRwChbGrbw2KnH+Mqyr2BTbVw691Keb3we3dBxaS5+efSXAHxl2VfITcgNn5Pz885nYepCsuxZPHziYU6NnArvjyEZ3Fx6Mw+ffBhd07ErdpalL+PllpcZ8g0BcNOCm7ii8AoM0+B433GODx5HReXi/Is53HuYy/IvY3PLZkAQntcUXcOof5Ti5GJ+c1w84ISIsZLUEja3bGZ983o+VvwxYoghhncG2oCXoefq8dZEq2H7vO0c7N+Cnmhy1tV30NuWw2uPTq5mmzkvAZ87wHCPF0WVOPpKu4gfahgBTFrq/VgbWlly4GkWKQp5n7maoYfvw3R7GPjFLxmQZWEjfCswTdwH9uM8axmulzaHf03fLIWXVusEMFBllcISg+YOleZcKEss46zss9jcvBmP4XlXFVnvGEyTi+MWssvdyPebTtAu+ykIaJT5u0U/EB3OvRMceePZVgBqAmhBFVZUHlZ4xbPbflCRS0IejHaIioa1L4uA+crHoOppMILljxZeAofuExUMh1vBmgABH5h+iMuCs++EY48IBVbKPFGhcOMPRUi8YoWUArGfO34EqYWw5PrxwdEr/leosAbqBZm144eQnA8ZCwUxdfgB+NhPYagZXN1w8H4x/6bHQJaEKisiA0sEwX8aLvo24YHLSAIMqO4Y4c4HDnLf7StYlDtOak1UZoUyswBqOke584Gpw+Fndbo1ncZeFztO9uANGNT1jlHXM0ZDnwu/dmbXa06SnfxUB0l2C0vmJFGQ5mRuahxL58aIrBhi+FshlsF1GnyYMyDeKRheL+5Dh+h+4wgtVQN0e5PQUxeSZbORbZFJniHjaiwwTJv7JO2uU/T7OiY9jOqSSU+Kj/YMDx0ZHgYSAtMqn0IklulPx/Cnhwktw58GplAkqWikMEai5CIOL3GSV7ziIU7yEYeHeMmLc9ppXuIlD0582PFjkWZvFYvh7cMETlotlAQtAYbk5GWnSW5A4zfJiVzhclMkJ9NiDHGpy8PWwhXkd55ANnws8Af4U1I8BpCn6RRqJpKpYwC7HA50DA7bbJyyWtngdvN0XAKmDLJhIMsyXklijj/AKq+HTQlJBGSY4/MxoKjkqE7qTa/o0BnGGZU7t0k2NDOAfpqHgPXZ63mz+81wRlUoayn0PtOaSY+/J+o75FScnJN+Dq91vzYp1yTPnke7tx0JCVVSo4mtCEzMy5JlGdmQw9aNipQKjg8eJ8+Rx+rs1ZwYPDFjkPlEEuz64ut5tv7ZKOJLRcWpOlmVswpDNxgLjFE9VI1P9+E3/OFthrAqYxXLs5dzsPsgR3uO4sXL/IT5dHo7cQVcQvUlCdXXtvZtU+6XXbGzNG0pBUkFPFv/LD7Dh4qKTbFxZfGVLElfwg/3/RCX5uJHa3+EIiu0j7bzcM3DrMhaQbItmSVpS/jhgR9iGAY2iw3DNAhogXDFRStWCpIKqB2uxSpZ8ZvimK2SFYtkCT8MZtmz6PZ2c9OCm3il9RU25G/g8VOP41SdfGPlN9hUv4k93XtYk7WGyv5KXJoLE5NsRzZe3YtmaEiyxD0X30PTcBNHeo9gGAYvNb2EIitcPu9yHqt9DIDCuEI6vZ3h6pc/XvdjPj7/49N+fh9WxDK43n/4oPe/DHeAkR1tjO1sj7Ij+nQPRwd20KbVUrT8MkYHSxjonDy4UbA4jbMvLaCjbpC9zzaCDGVrs6k/1IOiKJSUq1S+0UNB706Krj0P/vIHjNpaLMXFaF1dmGdiQ5wC4T1WZEzDQLPI7C0waM6GF9ao6Apk2bLo9nVPWjbJmsS8xHkc7Zulgum9ggnJEgwBVhTsAR9XWLNY0n2Ky3ULtRYLJWNDSGYAkGHuOmh9AwouEBbAbd8U1QffKmQ7RDoSJFXkZ805FzoPwNqvwd5fgm6A7oaii0QlQRO49EfQfgByl8NLXxN2wfXfgvkXQ/cJeOmfBUH10r+CdxDO+QJc/hNBOElA1mLoroTuk/Div8Darwiya/F1grwK5WHd8oQIcjcMqPorpBXDk7fDDQ8CklB6Pf15cKYKhdfBP2He+JCoZCg1IT3x6fEw+GAQfFR4/ATS53j7EJ974CD33r58kp1wIkIVC39z61nhvslMCi6XT6M+SF7V9YxR2zNGfc8YzQPuM6pcCKDIEguz4inNTmBtcToLs+LRDJOz81NiRFYMMbxNxELm32N80DtY7wYMvx/v0aMM7dpP26E2OoZsDCSXEp+QSbZFItsi45whGHHA10W7u5Z21ymGp6hUM+IMBFVaXrrSvGgR9jpTt2H4MzF86RiBNOz+eJL8dtICChmmjxRplFRGo1+D71OlURKlMyy3HMPfEOGC228TNshZLDqPp0GIQFvoD3DSasEMVj0yM0ppHqrjMpcHyZpMNS72OGzcPjxGndXCAn+AF+IcPB/n5MtDI+xx2Hjd4aDNYuW2kVFy05eg951ghwUarBbm2Zy8avqRgGTZjifgwatIxEkqV2SdxxPdOybZTS3IBDBYkDif2pE65ljSaZvi+2NBJTAL5dkNRTfwRMMTZ3Aex+2SqzNXk2hLZGfHTj5d8ml+X/37KPJsTeYasu3Z/LXlryRICYya4zkjZ6eczaHBQ4AgzzbM2cDWtq3hSo022YbP8GGRhI3Ob/gnBQN/ufzL9Pv76XP3sbNzpwic1wMECGCRLVw852KO9h3lugXXsaN5B8eHjmOVrJiYUUReJOlnkwUh9XcVf8dDNQ9Rnl5OVX8VXt1LwAhwU8lNvFj/IoZkcEf5Hfzq6K+4a+ld/OH4H3BrbiQk7Kodr+bFxOSry77K2ry1NA438qO9P8IdcFOaUhpWWX1xyRe59/i94WB4q2xFRaU4qZjawVpM2cRpcfJv5/wbBYkF7OrYxUM1D7ExfyOP1z5Ojj2HDm8HVqxcs+Aanq57moAZ4PL8y9nRuoOAGeB7a76HRbXwo30/Cqu+rLIVp+pkzD8WVijGqXEUJhTSMNrAHy/5I+WZ5Wd0XXwYECO43n/4oPa/zIDB2K4ORra3YHqjB8HqR49ybPB10hcsw+tZjnskOntHliUWnJPFWZfmk5YXD0AgEOD5/95NR4uGPd7CqnUOEpMVrDX7aPnjU2Qsnov30CER9P42+/RmxKsEnMiC+y+F7CHoSJNozhZ5WuUp5dQP1WOYxpTK4/cVTBOrLn7pL/K4+XHfINviHBTE5SGPdFGqB8dNF98k7rkH//DWtzWxUqKYSPjMZi6FngjSr/RqaNgOi6+HyifGB8gkSZBbja+Lz3TdXaL99h+KwHdJgsU3CgJLUaDzKPz5Jrj5UbGpQw9D1V9EJcTMhUJFdcNDYl0PfELYC1d8Hg7eB9fcI6oY7vo5FF4ojiHU9whVLOw6BoaJKUk0dI9QtOV2pMv/U4TMdx/nuD6Xzz14iHs/fTYVSuuURNZ0OF1IfOS8qdqapknPqI/63jEael009LrCpFb70JnbYlPjLMxNcbJ0bjIlWQlYVZlLyjJpH/a+Y+H0McQQQzRiIfMxvOcwdR1vVRX9r71Jx94T9PcpDCYtxJU8n4zEMnLSZJZaJCzT/Ojrpk6Pp4UOdy0d7rpJIfEBxaAzzStUWuleRuM0MCxY/QmkeJLJCpjMC/go0dws1EfJMrtIMX0kmf7xijV/w3xG3ZTQkdFR0FAIoBBAxW+q+LHgw4IPK17TSgAFPyoBVDQU9NkX6Z4SEqBgoKJFKdKc+LBLfmz4saJhQUORPmhk9jtkayhYDS07x//OWwftO6dsKmGh1C8IkDLdBrpP7IeZSLnLA8jgH6IcKA+2C7X/hMvDJ9wamAGW+QN8YXhsXG02/CYAVwW3o6PypyQ7qz0+ZGcOprubZovKvIBGSesTLLVJPJaQyNeHPbzokEjXIVfz85O0NL6Xfh4PdVbzkrMXVZLRTCO6I6n5QZGwSzJe0+AcKZH9jKIgh1Vinyz8JJubno847nGVlgVV5KtgRimtQoqx/Ph8GkYb8A/60dC4p/qeSRaU3T27WZwq7AeR5BYQJrdCeL39dbHbQWVaaD8CZmD8aUsSBJSEhFf38nDtw3x83sd5pf2VMEllk20ohkLACDA/aT6laaU8WP0gA76B8P6HFFMSEhbZgmaIbcrI+Ayhsrrn+D3EW+O5qvgqjvQdwW/4WZO9hhcaX+DfV/07RclF6LpOr6eXVdmreLDmQQJaAKtq5RvnfIMutwinX5O7hpKUEhqHG1mbs5bNLZsxgyPG1xZfyx0Vd1A7VMtrLa9xQf4F7O3ci8/w0TDagA8fKzNWcrz/OIZh8A/b/4GbF96MX/fzTN0zmJh0eDvE9ZdWyjULrmFb8zY2Fm7kyqIr2d62Hc3U+O6e75JiTwmTYiBy3K4uuJoXG1/Ep/sImAECRiCsiGsea/5IElwxxPB2YRom7kM9DG9pxBiJVvn0+zo43P8KWko81rQbGOhOjZqv2hTK1+WydMNcElKjq+107ayiv7abwt69FF9UjvSzB3C53bjcbhJ0He/uthn3S12yBO3kSdSFC9FqakQGZwQRNrFnMGyFP50PCwfggYsBVaVxTnSbqsEqMSjxHlYRPiOYJrJpYuo6Xxwd5QKPD5nxQPiPuTzgiq60y6F7QVJEZpV2hsSIpEJiHgw3R0+PnwvufpF/1bYfempCCwAmLLxMhMkfvFdUL9R9sOhqkW1V/4rI0FpyPez/g1B1rfgc5C2HLd8Q1RIlRMXE7CXj+VdSUGV18A/w4tfhip/C9Q+Kz9w0RZ7XOZ+HJTdD9V8hfb5Qar36A1gP7L8HDA1TVmm45I8ULV4DgPbIjQD8UP9XvnnFwxQvXiO2lbMEqV1YayVJHifFwh/F9ASWWGb6kPjqzhG+9PAhfnvb2RSlx9PQJ0isbdU94feNfS7GfGd+HWYl2EiLt7K2OJ0FWfEossQlZVkkOa1Ttk+Os53xNmKIIYa/DWIEVwyTYJom7aeaaN78Ku49B6Dbw2hCMf2p5aiJpWSnypRZJNLU6fO0/LqXDk89He46utwNBMzoEb6+RB8dGUKhhcNHpqRREfBxk8vH8gEPBZr2NqmfM4BsC0rOJQg90EtOUFUI6ICHMNliywBnOiTNhZQ8+Nh/o1gspy8NDRiGyZhfY8Tt5/ljnSQ7VLw9DRztcNEtpVOQ6mBLTQ82wwOal0Hdjsd4576iCbjIk/qi/uVKfcyR+iiQuklhbLYDbh8sNL8W/Xf7rvH3jkzw9ETMjHgo0SMC7TtChFjwOlDjQZsq8D5E9AjKKER+RcGRjeLp4nPDweX9LQCU56yD5h2Qs4RPdB7kEy4PZC7jrJ4jECSgFgS6KTFf5Sc9XVxYuJz89mPsctgwUcjV/MjIFAQMWixQENBotti4xNXKg2UXkdldxU8SrBiyjddaN/PNnm4MWaHTYiH7nL/np3UPs9J0slnrxSopWDBBsXNu7nm81v463iAB1DLWwleW3MXe5lfZOxxddarYnkt9kHhZ5yzi+MDxKQPf06xp9Pv7BYkWrIaYYc2g19+LboyTaqqkclbaWezv2w86FMUX0TDWgMfv4em6p4Nn3AhPt8pWdEPnvur7sMk2bi29lXuO34NVtlKYVMjxgeNYJAsO2cHavLVsb9uOz/AhRfieP1/+eeYkzqF9rB0VlY35G9nRugOf6eNY7zEkSeKHe37IqDbKoHeQf13+r/zngf9EkiVUVeXxU4+jmRp/qvoTVxZdyaOnHiXFlsLanLXU9NZw88KbuWr+VTxY8yAvt7yMVbayp3MP5Wnl7Onaw5eXfJn64Xpean4JCYlOdyeegIf7qu4joAewqTaWpSzjWN8x5ifPp9fdiyzL/HrDr9nTuYf5ifOZnzSf44PHkUyJi+dezPONz0ed/353P7qpc2Huhezs2skVBVfwZMOT3LDgBi6bd9kU13UMMcQwHUzTxHtykOEXG9B6oomR0cAAxwZep08eBPtaTG9h1EO+Pd7CkvVzWHzhHOxxU4/UxY+1s6TyHuLH2jAaXkLNzobRaarvAVJqKubAeN6XduyYeK2sHN/nCctowJYKwAIPbABUld0R8+PkOFxGtOVRmyIndSIKEwppHG08bbu3BdMcVz5pGhWaxs2jYxQHNGRLEqVqFpK/fpqFI9RVAKY+C3JLhtQFMHByfHlTjya3ZFVkZnm6Rd5V5wFYdrOohohNVDFccjO0HxRkFsB5/yxC4Pf+DnRNKKlW/70gnC79AQy2CKJr6c2w5u/h9f8R8xJy4LyvjZ+LrkqRhyXJULweXvkeXPwfsPXbsOH7ol3NJsy5K6nfeD8+Yx6L0kBypGIWrachaRWFaU5er+vj2y96+F36CJgF/I/+db75sTL+Ob2cotykqIG1RbmJ3PeZFSL8vWM4isyKJKlOl5VlGCYdw56gEmuM+l4XqXFWPv/AATqGp65mfTpkJdooSo8jP9XJ6qI0FmQlUJQRh9MaewSOIYYPK2Lf7o84DMOkecBNdUMX3W/sQT60l4zWThRbNv2p5QwnXUtyqkq2RaLEIpOkzJSnNUR7UKXV623DjFB1uG0awykeHEkjzIkb4izJw3x/gLxRDWX6ftosELyJ25NB84oqL54BWHKjkGwn50NWGcxZCa4eyF8jRq/+BpBliUS7hUS7hS9eOD84dV5Umx9PWMbt09hd30+/y8up7jHmpcXR7wrQM+qlsm2IzmEvAd1kyHP6TIhR4jhhxnHCLJhyfqLkIc9pMN97jCKpi3lyN4VSD4W0kDSTtVOygTlFRaGJHcfZQLKIakDvKiL2KYrcOgNoY4SPz5YBvl5IK4X+k5O3MRFxWeDpAksKBAbHpxesE1aDhlch9xyRlREkt8g/D6nldUGYtb6BhMLH2k+C36TCHyTKJAuc9Wk4dD8Vfh0klXK/eCC50z4P032U+aWfxKx6GinQTal7FEm1w7p/wexpZkFzPfP9AUqTEljlDSCbOhIKJa7DVLtG2GSFCo8LFR2qnmev1giSRIJhUpFawdGhU/SOtWJXVay6jqXmKUiwYEEC5GCdRJGv1e/vZ749l0ZvF07VSXZ8NqeGRMC6jk5RfBGt7lZskg1FEvRxcXwx9WPiIUVRlHBmFEBRUhFXLriSR6ofYWHyQioHKpFkiUO9hwiYAbJt2RwfEAqlL1R8AUVV+Pnhn2PBQnFCcVTo/v0192Ni4tN9WBUrOzt24jN9LElbwubGzTzf+DwWxcK6jHW81PwSAL/b8DtkWWZh8kIMw2B763a2tGxhU8Mm4pQ4SpJLqOqtQlEVlmYs5UuvfIlfr/81tyy8hecan8MVcLGraxcqKpIkcbT3KDcvvJklGWIkXDd0PIZ46NIDOnt69uBUnVww9wLy4vMwTZPdHbv5+ZGf82rLq2E1lh8/f637K8sylrGnew9zHHPo9/WzvX07BgZb27dila2ERhMUSYnZL2KI4Qzgaxlh6MUGAk3RHRmv7qJqcCctWiumvAJZvRxJksNUemK6nWUb8ildm4PFOv0QWaCzE72vl0RpWNxVDAOto2NyQ1kGm42Uz38OJTeXvm99e1KwvC5LyEEVqSZBZS647JA+Bn+8BJrnKNPayiaSW6eDEydu3BQlFNE+1h5Wz74thCouB++vdt3gGtcYS3wB5gYCPJIYz6dGxqgIqrQA8PcBk638ESs9/XZlCxi6CGjPXwON22GgNjhPBUsC+AYgsQBG2gENDBNQIXc1tL4Ofhe4+sGWCPPWw8lnoepJkKxQfi2klkLqPPE+JR9e/FfRtwVxzEOtsPf3oLmh7yTs+hWs/Srs/F+hHOs8Co/eDJfeDa/cDcs+JdReJ16ClXdCahHofqHWuu1pzL5a3C99h+8Gvkad7OO+25dT/qmnqTby+dLLh/mXjfP4732DfP3yEhblJGKaJld/7HIKF+cgBzNGDcPg+cpOPh6cVp6bFM7IiiSzJlZDNAyTrhEvTX0umvrdNPW7gu9dNPe78Z1hyDtAgl2lKD2OtHgrZ+WnUJwRz/yMONwBnaWxqoUxxPCRQ4zg+ghB0w3qe10cbx/meNsg/ceqia88SEVXHTmGlZTUMvpTz6dtUSoZFolCi0yWKmGbIU+r39sRJrUi87R02cBIdJOaOEypY4Dl8jBxoY7EmVri1USwxQnlVEKOUFut/jLEpwqp9qxvXCVnuOG/PZw2lYsXZZ22nS+g8ei+VqyqRN+on55RL3U9LjqHPQR0k+4Rb2TG7ZQYMR2MuKCGNZPmJSt+Co0WiqQOchIslLj3USB1USR1EYePkex1JCamITlSoelNGK5jUscx71xof3PyhtNKoV9UsIsmt1R4v9ofgPDx+UTlP8Y6hL3B4gD/BNZWUsQIL0DSHOg7Gk1uSVYRwNrwCiBDx37CP88ZZdCyZ8K2dfCPRS9vTwh+F4LbCZXnBjj+OJJio8wfgGV3iqwNZEEKv/ZjJAxKJRVQuNM+H4YPIx4kAtB5iIrC9VQ4UqA6qJqqex0zIQnmf4zCU5spLTiLk9WvYQY/PwlYqKYx19NLfkBHQsZEp8miQsGF3D12jDpPOxLw8ayVvNq5h5tSltNketgzVE3DWLDCoQR7evfgkCxstOfym7F67LKdq7PWsUSKpzUph/tO/JHPZp9LRdnV9Hp6+fOJP2PHyuLsCnZ3ifPW6m4FRJj7gZ4D/PLCX3Jq4BSbmzdTP1ofzv8CUb3QJtm4IPcCdnXuojSplCODR2gdbeVT5Z/ioZqHuK3sNlZnrybRmsjm5s2sL1jP5YWXc2LgBP914L/CeVe6rjM3YS57uvfgkBx8YfEXME2TId8Q91ffz8KkhQT0QNjmo6HxyIlH+FTZp3jwxIMsy1zG/xz6H+xWO3cuuJODvQfZ3SV0FZqu8aujv8KpOnGqToqTiklQEzg351xq+mtQZIXz8s5ja+tWDvUcYlXmKvb27GVJ2hKO9R8LXzp+ww+GCNl/uellri25ltLU0imu9xhiiCGEQK+boc2N+KqiKyMGDD8nh/dR6z6JoS5HsV2ALI3r0dPnxnP2pQUUn52BrEytU/e3tjK6ZQsjW7bgPXpsyjYAlvnFKFlZeHfuAquVzO9+F72rk77/+C5oWjhHyzMnHaOnD0MykXXYUQE7lkJzzvSE1tuFGzEotr1j+9uromiG/wdAasBPpq5zscfDeR4fiyLIrKV9g1OtYZYIEWcTB+ZC5KMBuhda9kNyIQw1gj0DvL2C3AJw94LFDoExQId5F0LXEVDssOAyOPFXUOKgcYeodDhnBbQdEPfVU1uEckySIG0BfOpp6KuDbd+FRZ+AQ/dD+dVw4F6xjGdQDNrqPnj530XWlmkIJduCS0X1Q2carPl7zIN/os1MY45iQZJlyFlKlZHPTwKDfPJjG1mQlcSi3ESQlrDINPntbWdTlp1AcUZ8WIlV3TnCT18+RXFGfJi4er6yk396/CimaTI/M4FFOYlhMqs0K4H2IQ/NfS4ag8TVz7bV0vw2SCyAjAQbi/OSKEx30jrgoiQrkdtWF5CZaI+RWP+/vfuOj6s80z7+O9PUu2UVy3Jvkmxjm2ogYLDpECCU0BNISEjbVLIJkE1CyIaQZN/NJqEkJKGGXgIBjOkBDLiAm9y7Va3epSnn/eMeFcuysY2MPfb1/XyEpDNnjmYO49Gj69zP/YhIDzWZ/xix2uQUbPWQDzbV8e66Gj7YVE/lxm0Ul69mevVqiprrCKWMoiazmIb0sST4/OT6POT4HYbsZuphOBKiqmMTZW3rKG9bR0e496qeP6Gd/OQGpiTUMiqhEb9n4F9gIWzIsMNPSMi3P7bTcuHq5yE1a9DOg0SbcDa18/vX1uHzODS0dRFxHTpCEbbVt7O5tpW2rn1bETKJDrwehzP9i5no2cbY0FrGebYx1GnGiYYtTXknkFrxDs6oWbDxtd4750yD+vXRQKjfe9HwE231IoBABnTVW0PWhq1QuWj3D8rjt94VwT6VZ0m50FrDbkOz7mkFn7bEodDWv5rMA1njoXYNELGrw+11Nmj2eGH1c/SEWflHwlHXw6oXYPUzvYfImQ4JqVByCax4zAbWnjgbhOdNg01v2H6OLxqIdb8G+g32T4qu1HTfOfaztrxpt/nibCUnj9+CvVAIwv2u9CdkQ/t223/UybhJBaxc8wgb/T4c4PShR7O2bD4TurqIeOP427jjyNm6gEqfl2OHzWHr1lcY2dmGi8PXRozmjPhCHmleya+21zNy/Dl8o30lf6ioxin5HN9pXMRnPKk837iSJg8keOK4LvMY1tDOyzULeh7SsTnHsq5hLeMSclnSsBqvPwFcOGvUWQxNHMqw5GH8dvFvaepqojNs1YmJvkS+VPIl7l95Px3BDnyOjz+f9me2tmylMKUQXHg7GuDmJeWxrGYZtR21zNs6D4BLx13K69teZ1r2NOZumdvzWOI98XgcD1OGTOGjqo+4/ojryU/K58fv/piLx1yMx+PhvDHn4fF4uOGVG2jtaiXgC/CFoi/g4PDQyofISsxiTcMajs87njX1a2gJtdAeaufrU77OPcvvIRgJMiVzCkvrlhLniWNs2lhW1K8gO5BNTVcNswtms7B6IVcXXc21k6/tuUJ/OFGT+YPPwTj+Cjd30ThvE60LKnHc3lFMxA2zvvkjSpuWEvJPwRsoxnF6K7OGT8pg2pwRFEwaeMW1zg0bekKtztKVO92+g7g4Ek84gbbXXgNc+30QDlN++lTyXl6K4/PhBoM9v1H/9xwoz/b0LFyyOcfZb8HWrqSQQjMfU64fDbNmtHXgA4JE8GK/leq9Xr7U1Mw5re2D377i6K/Dh/fbRSg3GmT54u3xeHwQ7ABCvYFVR6Od80gIhkyCmpVWyX7e76FxGzSXw6K/WjP4YAt4E+GIK2DxvTDpfKvSdl2rCgu2Ws8vbzyc8E1rLP/ENdYQPncyLH8KXvkZHPlFOO6bsPJZyBgN/7gYLnsct249GyK5tGcVUdzwGs7LN+O6LlUTr2HoEWeykpHE1ZXyxX+1c+tMOOnEU3A8HlaUNXLdfQv50ZnjGZOdAg49wVV3v6xdfd39+m3vCvLg+1vwOQ7/88paTp2UQ0tn6BOHWCnxPlLjfRRkJDApL5XjxgxhzJAkWrpCqsYSOURpFcVP2cE4wNqVrlCEj7Y28M66Gt5dX8OSzXWMrdnE0ZUrmV69jkxvMrWZxdRkFdOZkE2G1yHX75Dj95C6m6mH7aEWKto3UN62jqr2TYSiVRoBXxejEhsYlVTPiKQGkv29JeidOIQdSHACOIFkKDwekoZA/Tq4/EkIDNzEUQ4M13XZ3tzJhppWNm5v4ZWVVWxv7qSxPURFYwdd4b0fqCR4XUb76xkXXEGDk8EXnecZd8Y3yAtug7fugOiUKwKpVE3+CjluHc7iv/YeoGe6YvQ9athR1jg1YzRUfbjzD+zfF2vSBRCXYcFO6nCoXQmJedBW0e+OTvSj/3PsXsVxd1Mt92Ea5t7yBmxqQd/H5AlYXw8nALklULGYnSreupcfh2ifueg0Um8i+AN2pberyY4ZSOytCEsdAU3RXiKeBHuKgUQ483brAfL+n6C90aZThjpsakXdqt7H5vhsGnCoi55zGp8FHbU7Pge80c/W64vuKYfeOMCB4cfZkujBZsCH6/Gx+phrGff+Pbw84/Oc3tyCs+qfrJ75VSZ88HcItbF61AmM3zSfVcdcz6aWrYzcOJ9JrXW48Wm8GOdjsTfM42kpfD0wmvsjVbQEW/hmfSMzC8/AyZ/MJr+fH5XezX/P/AXu6pf4VdMSWrua8OBwfv4s3qxfwaysEv6x7RVcXG4/4XZGp4/i6/O+Qmuwndbo8u9njjyTuZvnEnACdEQ6SPIlccsxt3Dbgtto6Wrh9MLTGZs2Fjxw/8r76Qx19qwcmRGfwXenf5c3t77Ji1tsCuR/HPEf5Cfnc+t7t+Lz+PhC8Rd4fM3jfGvat1iyfQkPr36YwuRCbj3mVuZunctz65+jM9LJ+WPO57F1jzE1aypbmraQ5E9iW9uODam7Fxjw4SM1LpW75tzFpKxJ+/pqjVkKuA4+B9P4K9IZoun1LTS/tQ0nsuN4aUvLSpY1LKTDNxFvXAmOY9W3vjgvk47NZfKsAjJyk3a4j+u6dK5ZQ/Pcl2l6eS5d63bRI8rrJa64iM6lvf2zSEy0cKSzC9d1CfkcvCGX/z0b4gLxDBs3jeb589meCh6Ph3eKsCmMB0CiN5G2sF1oyieecqLv833+9jiqrYMLWtsZGezkg4Q4vtDYgjeQDl0N++lROXYBLBwBQjZW2PyOVUiteMqqo/DD9CthxRPQ2WSrC065FIZMgPWvwQd3w6TPwvInLBibfCkUHAXPfhWmfQGWPgIzvw3v/4Gei0HF58Oyp22aoeMBXwCKLoTSZ+HYr8IJ37bgsXKpDSu6m7Uvf8r6aF36IORNwY1E2LD8PUaXHEtpZTPX/d3+jdx7zQyKPZtZX93CF1/q5PtnTOA3c9dw5xXTWV/Twh1zV3PXlTMozk/DdV2eW1rObc+vJBRx8Xkdbjp7EqOHJPG1hz7kziun47ouX3lgMd+ZMw6fx8OWuja21LWyqqKZ2tYuKps69nnRzsykACOyEhmVlcSIrER8Xoe81Hjy0xM5ZnSmQiyRw4wCrk/ZwTTA6i8ScVlZ2cS762p5Z30NH2ysw2lpYUb1ao6uLGVKQyWdqWOozSqhPn08Hl+AHJ8FWjk+h8Buph7Wd1ZS3mZN4uu6bFUwjxOhIKGREckNjEyqJz3QTlnAS2HYwZucA0dcaZUas26CpMxdHltiSyTiUtHUwYbqZv75UTkbalrxeBxqW7rYXNdGOLJ37yGJAS95CRH8TZs40/s+TTnHsaIhwN88txIfrAd/MvUFJ5Gx8XnCgTS8Y2bhJA6x3lVv/ZKeQCku06YGTPishafLH++tBPME7OpqIBnGzoZ1r1iY4yRE+4VFg5esSfDZP8JHD9sKSt288RYAuV1AAJKyoLU7GPNEH0P/590vYAqk7DxVcX8ZaGlyT6D3Kn3BTNj8OviT4ez/gYbN0FwJHz4MkbboIPupPveNVrLNuC66dHkY+6MgYIPzcKddza74EEJBCLcBfkjItL5mjt+mZXaHmDhQ+Jlo5dcARs2yviY9tZ3R8zjtOqvcWzPProRPvxZScqG5CpY+aiHbzG/adIz8Gdawd/QsGH4svHlb7/TXUbPg5JuILPkHc1c/ymmtLawecTSba1ZxemtTtCLAQyQ+nblTzuL0phacVc+watRM3LIFbPb7+H1mFt8aczGnLXmSv02/hPu2vMDdp/2FSV1BVj16ERsc+OWQDM7OO5E3G1ZwckYxL1QtIBzp4uaJ13BG7nGsatrEu7XLeXjby/xh9l1satrMz9/7OeFImI5oOPb58Z/n+Q3PE/AGaO1qxcHlyyXX88jaR2nqbGL60Ol8bcrXeHHzi7yw6QUC3gB5SXksqVlCvDeernAXx+Udx/zK+aT4UijKKuLDaguEOyIdxHnjcCPugD1xEn2J/O30v1E0pGgvX4CxTwHXwedgGH+5oQgt75VT//IGPF07jpmq2jeztP49mjwj8cZN6Qm2UrMTmHJyARNn5hGX0NsJxHVdOpavoPnluTS9/DLBzVsG/JmO30/SzJmknH46KafMYuv3vk/7O70r/7rxcdDRiQu8NB1eL4H8Bg+LigL4fXEcl3Mcy2uWUxkdu31avHgJE6YgsYCGjlpCkSCdhBjXFWRLwI8bCtHp9XJkWxs+4OzWNgLAGTtUZXVfANmPuqcYgo0Balda5VTlcrtg1N30PS4TZn7Dvn73/6CzwVYfPONXUL3Cfuc+fKkFXYvuhZN+BP/+H/v96IZg1s2QPgKyxkLdeii+wFYrnHczTDgXpl1hIdbyp+Dlm20VxPypULEU97Gr2DDrTkZPPs5mO1Qug9zJuMBzS8u546XV3HXVDIryUiktb8LFpTg/DcdxelYtnJSbwsrK5l1WYLmuywcba6lu6mRJWQNPLCzjpPHZVDR10NjWxZa6dtqD+1bZDxZiDU2JY1JeKiOzEqlr7eKCacMYlZ1MWsIBXPpcRA46gz0GUw+uGOK6Lptr23hnfQ3vrqtl/oZa6lo6KWjZzjGVpfykciXDQ1CfWUxN7hksGzuMZA/k+D1M8O1+1cNQJEh1x2bK29ZR3raB9rD9YZ4d18KM3CCBuBqmx1UT7/XC2Dlw7v9Aag6jdJXlkOfxOAxLT2BYegInjh+6w22hcITyhg7Wb2/m7bU1LC9vZEtdO80doV0u29zWFWZ9F8AIVoVGQJltL+H3jEkJkp8Wz6J1Dkc7U2kNpvPVnFGctOibhLo6wZ9CW9YUUivfxumsw+rqz7Vpi8EW8CXCid+1VS4bt9qgtPRpmwIAMOJY2F4Kw2dak9fPfBd8XkjNiy4NHrRg5oTvwbu/h2AXTDoHVv/TAp0t7/SuuNl/OmP3lAWw27uaLWRy3QEa5zv99qc3EPMn7ji1ck/0D7fAKry6bX7dPofa4MXv2RVpsGq4xCyISwP89Kwi6Y2HaZdZmNTVGn2uQRg6CcoX2ZTETW/AkV+G4kvgn9dD/UZbMQosGJx6LSx7xILCkcdC+uhowOXFwsEIjPgMZI6FVc/CxAvs/4kTbejr+GHZwxBIgqmftyvii+/trV4DmHqdVef5U6xfSfEFUPpMNJDDwq3EXAvPssbiWfUsZ7ZZpVrR5sUUEaKnCm/kZ/AkZnLmgoftfI4+lUnbFkBXkEldLqO8nUwY+1mcrMlclzmaE5Y8zoRgEKd2HZO6gkyMuIzZXs/46he58PivM/6dP3D+zK/B/P9j4rbbcTw+ilwXxwv/yEhg8+Y3+e2aBwngcNWIc7l/2zyuKZxD3pCpPLrmUa4r/iL5ZUu4vfotHln1IHNGncXDax5mftV8Fr2ygJAbJtEJcM2kq3hg6V+I98Zzy1G3UL19CY9tfYVvTv0mAL//6PfRCi0Pyd4kvlh4Frk59jOW1i3Dj5+R8UPZ2lGLD4d9viQvcgiJdIVp+aCChlc34Gl36G0PDw1d1Sypn0+NOxRvwrn4HPtjvbAok8mzChhRnIUTvYDohsO0f/QRzS/Po3nePIIDNYgHnPh4kk88kZTTTiP55JPwpqT03JbxzW/Q+t67hL0e8Dj85TToiBYXzy/ygMfD5mHgEKYr3Mor5a/st/OS6c2kLlw34G3h6BT31mAjP6mpp7C9ni1+H6e1drEm4CEMvN9dobXLn7Afw634bLsYVttnVcfalXbhZuMbEEiFk2+2BvGbXodRn4GFf4bLHoX04fD8t2HBXwAHpl0OuVPg8sfsPXP4UdEpoJHo73uvjSH8CXDMV2Hx33Gzx1GaNZuio7fgvPYLG48MOwKyx9nFKMfG+aWRQuJm/YlrX+zgziEWSpW6IyjCQqo75q7mB2dM6Amriof1rkzYN9wqrWgiLy2B5WVNbKtvo6yhnccXbmNbfTtlDe1sq2+juWPHcdqzSwZ+fe5KaryvJ0DLSg4we9JQHMdh1oShpCVqpoaIHBgKuA5yjW1B3lhTzTvranhnXS1lDe34IiFKajZwceVKZtRsIBCXQ03WZOomXs8yfzJDfA5j/A5DfR6SdjP1sC3UTEXbesra1lHdsZmwGyI5LsLowmRGTJhK4fTjSRp7jFWviAzA5/VQmJVIYVYisyb2NsN3XZeKxnZeXVlNVyjCmuoWlm5rYEttG6276PUVxsOa5jjWNFt11KsUA7BgbhdTs39HTWsj8Z4u6qpyefKkixnOdha3pDI9cyzOqz9nw8jPM3r7aziOxyp6LnnA+katexVSC2DtXOtfccrNtvpQ6bkW8Nx/PnQ0WMAVSLCpehkjbLoAWPVP/mSYf6eFLV2tFva4Hnao2iqcaYNiOwN2ZXjmt6zSaPMb/Z6tY+FWzwqUHpsu4Q1EC8Oc6LG7g7F+VWPJObZPy15eoXcjveEWQP0G+yhbsON+wRZY9BerDEvMsua56aOhfGG0Miv6uJY8DM3bLdwCC5Paoo/J64X4JBhxolWHOW9bD7WNr9tgPtgGm9+CLfPtD4Jw0IKzkstgzT/tyvaG12259KVPwOjZ1qQ30gVJeVZR9+H9sOp5C8CWP2VTUkee1NvnzePvfTwFR9npW/Tn3r4p3f+vEobAlg+smm3Gl6DwWAvLHr8OVj+Dc8TVTBw9E2rXwrxbcOb8gokXPmB3f/lmcLw4x3+diWNmQf0GJqaPhuBvmJSQC8HotM0zbgfXZeLc/+SPda2MX/seIzetAX8KE8of5MQJpzBh4eO4J0/E09jF6avfwVn9PKOO+ypMvYzxpS8xuQWWFh7JOWv+zTaCjOxsY2LGGvKryvhNfiHj6jdz7nsPcoLbyYSJybiOh7xh5/FR6QOc1x5i26jP8Ju1jxDa9Cyu45ASijA5IYt327cxMy6Pde2VOLXrILt4715XIoeISFuQhrcN3ZfjAABboUlEQVQ20/x2Gd6QZ4dgqzXUyPL699gWTsYbNxufE8Af52XicXlMPnlYzzTEcHMzrW+/TfPrr9P65luEGxsH/FmexESSTz7ZQq3PnIgnMXHA/d5JLuNPVzv2/u04bM5x7T0lqnuRDHd/T5cH6sJ1OMBlieOZnD6BX5a/QAiIhII4bpgvNbdw4lHXMsmzBGfV0xQn5AObmRT9vV/Stb9XSe6ru4NXVMd2+wgkw5TrIW86rH8Z1r0GPhfO+g0Mnw7Tr4DNb1rlt88fvUiFnfMRJ8KCu2HJI3DO7yycevwa3FNuIfTiTbYSrjfOqriIWG/MhX+F2T+lNDKCGx76kDsv+yKps7IpKDrfXl25U+DyR3FzSnqrs66cwZ1X2QqEpRVNtjLhFdNxcbnrihkU5acSCkd4Z30tyXE+yhs7KKtvZ1lZA6+tqiY9IUBVU8egvCLGZCeRmxpPTlo80wvTGZ6RSFcowpCUAEcMH7innIjIgaQpih/jQJTIN3UEmbeiin8tq+Dfa7cTDLukdzRzVNVKjqpaSVFzA63p46nJKqExbQwJXi85fRrEe3fzy6a2s5zytvVUtK2nvquKgN/D8JH5jJgyncJjZ5M5fJR+Wcl+47oulY3t3D9/E9VNnQR8XtZtb2FNVQuN7Xs+8E3we8hJjWdzbRsXzRjGkK5t3L0cHp1ZztTVv8d/+k9xSj5nZf0PX2o9rCIRC0euft6umlYus20PXggjPwOb34URM2HlM7a89qK/Wu8pfzKc9gvIGmM9wD582AKhcafB+nkWiHnj4Oz/tSu8kY7eaQ87TLfo06/L8dsUhvHnwrqX7HH5EqynlSdgIdL402Hl0+w4bS86YPenwLg5FhzlTofKxbs4U93/lvfj+7wvwVZ/6uGxAKvoItjwCpz8Y7vqXbPSquDKFtl0kNXPDnw8TwKMPA6qV0L2RAvEAqnW/+Sjh6x3yum3w3PfsN4n06+F0idtamLp03aMo663q/Arn4b2ZohLgDN/Y1ND2ursfOfOgJpV1vvLDdMTVs74Mpxzh70+/no2BJusR8uW+dE+YY416b/80Wjm6FqIuuDPcPT1sPg+GHuarXZ1/l3WdDh9OAwZDzkltuLVhw9Fz1nEjp00BBb9DY66DqZeDg+cb6Hr6FOsQmDls/D09fCZ/4Qt79o57GyGGddCai7u/D+yevrlTFjxHE7BkbDiGWuSHGq3hRyq7PXhAqsC/uirwcEBxoZcfpOeyPcbO1l/3JeYMOvnON5d11ccqjRF8eDzaY6/wk2d1MxdQ+eHtXgiO77+O8NtrGxcyMZOD078EThOHGlDE5h8cgGTjssjkOCja/NmWt54g+bX36Bt4UJbcGMAntRUUmbNIuX000g6/ng8cXG7fVyRSITffvBb7l99/6A9133lAMmhMNc2NXJtYwsO9n7iuC5xeImPhMgNh3ECqdH+jp/Wo9rV7zc/jD8LNr5q7/db34QRJ8OoE2HBPXDMV+D12+z3/RGX20WVquWQXWTVV6nD4JX/svf1+X+EjjqrtCYCjhfXl8CGOfcyemgypaFCfnXfE1w3s5ATxw1h1dvPMG7ro/iveMxWLsydTMR1eX5JOVvr23hkwTZ+cMYEzp2S3zPmXlHeyFcfXMQPTp/AWSV51LZ2Ud7QTnlDOx9tbWB7cycvl1ZRmJlIQ1uQ6uYO9rJDxE7ifB6GZViFfmLAS25qHHlpiRw7OoOVlU1Mzk+neFia/i4Qkf1KPbg+ZZ/WAKu5I8grK6v419IK3lpTQ1c4QkFzNceXL+OYqpUMdeOpzSqhJquEroRssnwOOT6HoX4PKbup0gpGOqls30RF2wYq2tfT6baRN3oMI444mhFTppE7Zhxenwr55MCyVR47eGlFJZtq2qhr6+KjLQ1srW/bqwFcbmoc4fZGzpgxnlMm5VCSl8qQltVsqG5mtKcCZ94tFkzgwGNXwaxbcOf+J6Gwg2/KBTilz0PROTDnNhvgzv8DHPM1WHCX9d3413csWPD4oz2+Uqx6aNVz8PlHYO0r8O7/g6uetYHzhlftgXVXDHWHUd5EIGzVSYR7e2M1boX3/ggdTRau5U+3PlcdDdFnGA3MfPF2FTp3Kmx730K2nOnR5vv9Tpgv3oIzfHD8t+3qcyja6DcStHAud8rOVVz7RfSPEcdroVL356yJULseRh4PGWPgw3vBl2Qh34bXLOgpfQZOvskOk1Fox5n7Y6sKW/wXOOkmaN1uS6/jwMs32dSQsadY4BZx4d3/7Q3BwJ57uNOa8J/wPXjv/2ya65n/bRVcS5+A579jzYBLLrKg6Ziv2OPZ8LpdmT/qOnj/LltN0htnt7/7ewu+Zn7LqgmjqzRywnfse1+STfVe8xKE2yEuFYbNgG2L4YonYdmjFr4u/itccA9kj7dwdcnDdj6GHQXjz7Tz8MxXrQfMtgVw5LVWadjV1LtIQ9/w0ZsEQydC9So48Tt2nub/CTJHWaAXnwxXPW19YA4zCrgOPp/G+CtY007VP5cRWdOOp9/6fK2hRlY3fsSWoA8CU3A88RQWZzFlVgHDx6fSseQjmt94g5bX36Brw4Zd/gxfdnZPpVbSMUfj7GaRne1t21les5zltctZUbOCpduX0hzcs16OaYE0mrua8TpegjtNi98Dbs9/dpDgupzU0sK1TS0kui6FoTCDGncMuIrwHpp2LXz4113fHp8OOFaN3NVqVdie6IqSR98Qfc+Physet/0fuwpO+Qm89nPci+9j27plFCy+g21HfI9hGQlsjOQxKjuZjTWtbKlv4ycfeLnrqiNxXZdr/voBrgvXnjCS381bw1FxZVxx/tmcMyWflZXN4MLVf/2AutYuTp2UzZJtjXz5xNEEvB4qGjsob2hn/fZWalo6qWvtIvRJ0ysswBqZlUR+ejyhiMvY7CSOKEhj7soqfnL2JHLSEhVeicgBpx5ch5CWzhCvRkOtN9ZspysYZmxjGZeVL+OY7WuIjxtGTVYJ1UWzafDHM9TvYYrfIdvn4NvNL6TGru2URwOt2o4yMgoKKJw+lalTPkvBpMnE7aIMXuRAcRyHnLQErpk5aoftnaEw66psVceNNa1UN3eyvKyRpo6Br45XNnUC8Tzw3hYeeM8a+GYmBWjrCnH+EeOZdczfKYkfR35aPM4lD0BOCRvcPP767Dz+a+WTBI75Mu6iv7Oh4HxGj5sNC/9MVWsXOe31OK4LZ/3OprIlZVvD+ymft+Br+lUWSLz/J6vAqt9ogdc/LrXKsJrVVuk0bJoFXIXHRJuqA3jg2G/Z9BPXtb5Uq562qYQb37Cry0v+YVP6Aqkw9RJY9qT1C9u6ILqEOVBbCri9zfcB8MGUK6x/1YnfhTGnWE8Rb5wtTz7qFKhaAXnTLOBKzoOWWjgiGtp1te7Yyys+065i77PogN0N7/i5dpV93vSG9fgCW4mx9Ck7P6tfsD9CqpZZhR2OhV3Fn4OSS2ylKxxbAavgSHjpB9DVaYFWeqEd78XvR4PCPtNWHL9Vi216E1qq4ZrnoXadrVi15X1bGWvqZdZof9U/LUh69w/2NN64DYrOt5Dr6K9YBVntOsvw/PFW9Tfxs9aMeM1cm/ZZudzO4bFfs+mVn/091G6Cd37b29j4/T/a8550oQVfDvD41XDKLVBdauFW7VpYsNVeY9OvhWVP2DFTh8Fpt8JL/wmn/bedyw8fshCNCGSOhKoldu7GnQo5kyFrJDz/XZsqG/SqB5ccFjq2NFL5zFK85S4Ozg7hVmNXDauallMWTscTOJpAehyTjsuj6Mh0fKsW0PL3B1n7738T2cXUQ4D44mKSTz6Z5FmziC8uGjBEaOxsZEXNCpbXLmd5zXJW1K6gel+DHqCxyx5PZKCejAMZ4N/6jLY2ju/ooNnxUNwVZEwoxLBQiHiXTxBq7a7KChgyEbb0f94JQPtAe8PQI6B6qf2uTc0H4oDoKsHJ+dBSbhdN6rdY1fDEs6xP5xu/gGNvxB17KtvWLaVg8R04Z/2WSNZYnq/K5OySXDac/EdWBkdwzsX3s9IdwQ3z6/j5Mb/lP99x+PHZk/jNvDV8//Sh/PKFVbiuh5vOmUhRXiqu63Lt8SP529sbqW7sIDHgw8mbzE3PLOeRBdtYvKWe/LQEwhGbSPrKyu0A/PKFVft8VgHSE/wMz0wgLy2BeL8HjwOZiQEmD0ulI+RyyZEFeAeoyP3s9OGf6OeKiBzMVMH1MQb7CmJbV4jXVlXzr6UVvLaqmmAwRHHtRmaWL2V6QwVu0hhqhkymOXUUmX4vQ30OQ32Q5tv1lJFQJEhVx2Yq2tZT0b4Bb3ochSVTGVEyleElU0nO0IqGcujoqfZaXsGiLQ3gwrsbaqlr7drjaq+MRD/F+WkUD0slLd7HX9/eyMPnJTJ+8kzWL3+PL77YwZ1XTie+tpQv/quNB48vJ5g2mtFvfB0uuZ/ScCFFG/+Gs+g+uPQByJ0My5+EuTdZCLLyWZvW8N6frLfW5M9ZSBJItF5dZQsh5whY+y+rBPP4e/taxaVZaJOSaxU6WWPh72dZJc6ML9vS5TVroH4zzP8/u1+wDQiAx4lOm4sO9n1JFraEOu3zGb+Cl2+xqW3v/M4ClGO+an1Fnv8Pa8CPa1P8lj1hfbEcF0outWoiX5KFeh8+CG5H7wl14iEtDxo3D9zwfr+I/tGUMRriUmD7Snu8eTOgYiE9Uw49cVYp5o2GN2f8BpY/auHhhPNg/SsQarVDXvAXq5Za9ID16vLGW4VXIDoldP2rVl138o9tqmD1Sph0Hqx5EU79L3jph9aQ//Rf2uvg6estdDv5Zgu6Nr1t1WFF0Wb4xRfY7U9F+8GUL4DP3ATz/9cCPhe48mnrk+ZGYN4tFni+cRtMOh8mnQUv/QjaaqMVW13WQ2z5EzDlYpv2OOM6ez2mFliV3Mxv2uvq9V/AxffZCpVv/MrOFR648M8w5aJP6f/hwUMVXAefwR5/ua5L68oqqv9ZSqBh51XcajrKWNW8nmry8PhGkD82nXET/Ayt/pCOt16jbdEiCA/cQ9KJjyfpuOMs1Dr5JPw5OTvc3hZsY2XdSguyoqHW1uatg/bcdin6OzEhFKTd5wMcEkJBZnR2cnJ7BymRCEPCEfLCYfJC4X276u3xWWVUR2NvwNTz/jwB6lf39mf0JkE4+n6L0/u+1X3hISHbVuNOzIO2Cna7qqIvHuLSYfixuKueoTM+l7jOavAEcM75PbzwbQi24cZnsP6MBwk0bqBx1NlsrGvnjpdW8/ezEhhVfAw/+1cpD8zfwlXHFfLckgoa20L8z+encu6UfJaXNfDaymrue3cT1xw/kqQ4H/E+L6XlTayoaCLB76U9GKasoZ2alp1Xpv0k4nwexmQnkRzvJyvJT3ZyHGE3QmZCHFOHp3PC+CHE+1WnICKxTxVcMai9K8wbq6t5fmkFr66qItzRxRHb1/LVyg8paWunPWUSNdlzqBiZzVCfh4k+lyF+Dz7Hs8tjNgfrewKtJl8DBcXFjCo5npMmf430nDyVHMshq6fa6/jRXHN87/bOUJg1lc3MW1lFfWuQFeWNrChvojO08+C4vi3I2+tqeHtdTc+2zz7RQsn89yjJT+Pio7KJ83kZUXQM33craco6kq89tJi/nXknHZER3PDwh9x5xbUUj52Nm1PChmXzGf3az3GO/opVDbkuvPtHmwpx9h0wZJw1Qz/q+mjo8EWrBIpPt+mBG9+0qXbrXoIz7oDcifDY1TZVwuO1Px4cB4YfDQ9+zvp3hTp6e3/Vb4ZN/7bGuN5kGH6cVUMd9x/WVHfxPyxIyxhjU+hSh1noNeEE60Xy1h22wmLRhZBTbP2jJl9kocvc/7SQrvsvpfR8SEi2C+bhIBAGJ9xn2fWJ0LTNKr/CfQb83X+44IGCoyEh3UKb9a/Z12217PYq/06i+9b3mxpU0f0HcbTKLxIN+8Ie+0NsxaOw9T0Lvda8aH9cDT/OQkMHm6Iy9jS7z5AiC/3GnGLLu/sCFhjN/4MtGe9LtPDo9F9C5hibBnnsl+3rd/4XVjxp/4/Sh1t1X6jT/h9Ur4DXfm6vk6yxtpz8or/BqT+FY79h52n5U9bPbePr1t8LLIxMyrPnvvJp2PAmlHzOzt3K6NTLpY9Ydd5Hj1ql1sxvQWquPZ7ORvuZL99iFWbb11hVAwBem+JYfMFe/D8QOfi5EZe69zZSP2898e3xBNgx3Cpv28Ca1krqPaNITD+RyXkd5Ne8j+eFVwjdW8GualZ9OTk9gVbSscfiSbDVemvaa1hT9i6r6lexum41q+tWs7Fp4x5VViX4EpiUOYniIcWUZJVQlFXE82ue5+7Su/fouQaALtclKxTmhLY2csJhCkIhzm1tZ5vPS2YkQuogTH3rkTMDqj6ycGvY0TbVGQCvNWg/8bvw8n/ahZJhR0HdBvBkQms03PN4wI0D1wvpudH3c6+FW9lF0LgNt6sFlwgOFnX1jIxDnTif+Qrh5HycVc/i66jkHaYyM7wEmrbiBFJg6pVsKDiPK//VQTCSR+erC4jze7nprIkkFg7hzjc38MC7WygpSOWphdsYlpFISpyPB+Zv5tcvrmZ7S2fPGOJ/Xlk3aKctKc7LqKwkclLjGZoaT15aPC4uMwozyE2L56OtDVw4bRgez67/DhARkYGpgutj7OsVRNd1eWddLY8u3MqrK6uItLVxZNVKTqpexMiuJBrTS2jMKiY9IYmhPpehPkjy7nxFsVvYDVHdvpWK9vVsD20jfXwBhSVTKSyZytARo6yJpYjsIBxx2bC9hWXbGnhuaQXtXWFWlDfR3DnwFMf+4nz27+qsyXmMy0nmjOIcWjtD0fbc9MzZ+NqDi/nbmfGMccvgma/0TgFzHAuwwAb+OSX2uWatVXudEa3Emf9/EAzCW7dZ0/GL7rUKn1d/ZqtB1qy1nlJzfmFVQqF2q9ryJcG0KyApB9641R7QyTfbtLwXvmt/UGx60yrEvAEYO9sCmVk/Bjyw4F6YeLZV/AQ74bz/B1nj4P7zbIpk0QU2JdAJWFA040u26tQRV8Nbt1uI5Y2PrqwYhoxR0WXXo72tCk+CsvdsKmIkBOmjokGYA744mPk9m5JXfJH10fImWqXZpPOs31T39EhvHCQNhab9XPHgT7RqsNZaSMyE1ui0GV+S9aXa8i6c8WvInwbr37RVLKddAflHWCD10g/teUZcq5R65//ZuTnnt/DC963668J7rOF87VqYe7O9Ri55yHrBHPN167+14M+2eufG1yEhE878tT2OV39m4eh7f4RjboCm8uhiCCkwZjZMOMOOve5VC9SueMLC03f+aIGcG7Tj1qyy19Km+Xbeu8VnwNXPqgeXHBQ+aQWXG4pQOW85rW9XEh9O2OG2iBtha+ta1rQ30eYbR25ymPzK+aR++AKeyK5/P8SXlJA862SSTz4Z/8QJbGnZwuq61ayqW8Xqeguzatprdnn/vnweH+MzxlOSVULJkBKKhxQzOm00Ps+O155/8e6tPLr2sR22JYYiFISDDAuFKQiGOKO1FZ8LE4NBIuyPq9cOPdVUnkDvhYPubcn51lOy6DxbgXfi+TDpbAvgK5fZVOmPHoZQC2RNxK1dRZc/k0CwAcefCJEQbriDqqyZZDQsxevAh8U3M3nFbQRCLbQSRwJdOER4IXwsyyP5TC+ezrATr+CtNdtZ9sr9uN4ArcNnE1fxAXlTT6Ew0MzathQcBzbVtrG1ro3yxo5dPsPBEPB5GJmViMdxKM5PxetxSI/38tbaGqYNT2NCTirTRmQyZXi6LkSLiESpyfynbG8HWE0dQZ5ctI0H3ttMddl2jq9ayKzalaSFh1GfORk3czzZAYdsb5gsfxye3VZp1VHZtpGqzs04w+IpmFzCiMlTyRs3Aa9v12GYiOxaJOKytb6NFeVNLC9rZHl5E0u2NuzxKo6OA+OGJlNW347f6+F3l0xlaGocxflp1qdrxdNWBePx4LouK8obcXAoyk8FYMOydxk97zqcObfaAV3gtVutofpHD1pPrc/9BUou7A3FKpZaaDHmFLtP7VrrL9JSaT21Zt1ivbTWvw5n3WE9mLr/yBp9CmxbCESsp5YvHuLT4LTb7G+WV39ulWINW2wFwEvug0UPRqfoJdrqUh8+BB4XrnkRfD5Y8zK8fqv1iZp4plUEpRVAefS9svBk2PKGNc8PtgCOhVRTLreGwN3N5b1xNsVy+hct0Cr+PKyI/iHnuBbiOfFw8o3wwT02lTAcsQq2cKf1EMstgQ8fsKqpquWQUwSVS60Jf09z/v3AF2cVWcm5FiptW2j9v7Z9YNV1cWlwxJWw/HH4/KPWlP69P8IZt1vV1EX3WQVVwxbY8rbd7g1YVdyoWVZRduS1kDHCXguua9MRS5+xijHXhee+ZZV33jgL1o76kk1DrVzWuzroymdh1El2fDxA2M5b5VLrGxfusoUSknNtAYIrn1TAJQeFfQ242rbWUfb8R3g3hQk48TvcFo6E2Ni6mnWdETzeXPLK3id361vEdzYMeCxPUhKJxx5L4MTjqJiSxypPNavqVrGmfg1r69fSEd6zwMTBYUz6GIqzinuqsyZkTiDgHaDhvOtCe72twNqwhbdf+y9Wd1aRHwoxOhhkZDDE7tde3J+8QARGngRb34dj/wM2vWo9HAPJuGf+loZlz5O+8V848Rlw5q9x6zfZlGhvIhCKVvba3x6VQ44nWHwJee//nHBnG9/vvIbveZ/gDucLvNh1BIVUUuBvZey4CXg8Pt5euZnN5JEc76epPUTYdYnzeugYoFJ7MKUl+BmSHKAwM5HslDiyU+LISoqjIxiioytMSpyXtmCEb5wydsCeVyIismsKuD5lezrAWlXZxP3zN/PSB+s5puxtTq7bSEJkNM1DjiApLZeh3k6G+uOIH2gwExWMdFLdvoXKjk2EhoTJLhlLYfEU8icWEYhP2OX9ROSTiUQivLV2Oxu2t1Lf2sWrq6rZVNtGW9fA/Vb6y0j0M7kgnSnD0phckMaUgjRyU+MprWjiur/b+8e9X7D37d/c9zh/cm4nfuZX4fXbCAXS8E29GGfBX2DWTZAeDTS6qzIrllpY0Vpr1Twzv9E7zfHYb8B7f7AG509cY0FV8QVQsQQWP2TT1Y7/tlUEHf1lW+r82K9DZqGFUpc9aj8nEoYHL4Izf2U9qB6+1H5eJGRT8hbdC7jWn2nIeKhaaT27jv+e9XNaN9d6SYFN23OwcOrkmy2QWjcXcqbCuhdtxcdIGMacZv2vHKJBS0d0xce26FmN9tD6zE2QMdwatWcX2c97+SYY9RnYOt/+Tpp0nvVAc4Arn7Lg6PlvQ6jPFEk3+rXjs2mf2ROhcsm+vmT2jsdnf7Sm5ltvtfh0277p7T6rHHoBj/UK88XB2b+1/xePXW0rRK59ycKtuFQ46zcw72Z7fqNOstfBskdtaumF91gF2fPftnDR4wMCMCK6sIE3zvre+Pxw3DctmHzpRjvGonvtNaGASw4CexNwhTtDlL+8hJb3K0kJpe50e1ekk/Uta9nY6Se9vpZhFfPJqF+D039atMcDk8ZRP7WQteOSWJLdyuqm9Wxp3rLHjzvBl8C49HFMyJzAxMyJjM8Yz/iM8ST6owv8dDZDY5lN5W4sg6Yy+9y4tffrvqufHihxWdBZi4tN+PbhJUQEH9aY3z36ekJLn8ZHF4SChD0+XMdLc2eQJJ+HzmO/Q+Pix6jr8lLdGaBmzAW4m96lNuTntfBUvMCHzgQcPATcTkKuh65PsXNKYsDL0JQ4MhIDjBySxJDkAGurW5gxPJ0jCtNp6giRFu+jprWL86bma7qgiMh+ooDrU7a7AVZXKMLcFZX8499rSVn4HCc2VJLsjsfNmUJ6vJdsv490f/Juj1/fWUlF+0Y6UjtILc5jeMkUCiaVEJeYtD+ejojsoUgkwr/X1tARDLO0rJH562tZV92yyxUc+8tOiWNKQRp5afGMH5rCuVPzSE8M8NySMp5+cS7fv/ICUjc+z0/e7uSCM07nXP8HOMUX4joOpRVNFOWl2hQG17WQa3u0R9Rrt8L4M+CDP1uYkT2hd+qjg62Mt+Jpq8ya8QVY9Hc4NRp8rXjaej+dcosFXJ9/2HqiRMLwzFfh/Lth6HioXg3//DY4ETjrf6wp/kePWIXS9pU2PaWjewUxF5tyGG8VWh6PBS3+RDj7/8Fz37BqK7AeX9mT4M3bLPxa+Bdrmv7u7y1scTy9Ux+7p74UXQClT/ee2JNvsfvNubV3Wa+5N1lVwFl3WAC3fTU8/eXenxmOwOpn7Pj+ZJvON/4Mm8YZbIk2Og7CuLNh7Qtw/HegqxnaGmz1RMexvmV16/nYFcEGSyA52iutHRrLrWota4JNP80ohKzoNMfVL9rroHGbfaQOh5d/bI8xfVRvT7K4NCi5GJY9Yq+pKZfBmn9BwXGw8inwp8B5/2vh6mE4dUYB18FnTwKuhtKtlD23jMTaOPyenS8gtoWaWde6hermEPkVK8itWoC/e1GJqPbsFDZMSGXRiBBvDq2jOX7P/31nJ2T3BFkTUscwIX4Iha4Xb2s1NFdCS5V9bq7oDbV63jv3lz4rxe7GTs/Smwhhu8AQdL3UpJYQaiynmQTqSaTdTWQ7KTQMPYFI1jg2eEawdPlSRlFGReJENrV4SIgL0BF2aA26e7zoy2DxOpAQ8JKbGkcw7DI8M5HhGQlsb+4kwe9hZFYSRcPSOGpkBm+vr+W8KQqtREQOBgq4+nAc50ZgA5AJ4LruPYO5Pww8wKps7OAf765n63MPckR1DZmBqQQy8hgSCJAVSMHr7Lo8uSPcRlX7Rprjm4gfn8GwqcUUFJWQkLLzFUcRObi4rsu2+naWbK3ngfc243UcPtzaQHtwz6ZHjMhMZEpBGjlp8ZxWlENJfhqvrKrijpdWc9dVMyjOT2NFeSM3PLiYO6+YDg69QZc9AAuywmF4+CKbjvb6L6xPF8CjV9lUx9Jn4fTboPhCm7aXO9luL//IpjHO/JY1T69ZA09/Bc6/y0IN14XXfgHTroa3f2dVWP5EqygKttrUu+ILYfyZtu/WBbDscSiYDmUfWbjl8ULx+RageBz42zkQbAa8Nu1w4metIfqsW2DcbJv+uPBeC7rWzrUqtm0Lo33B2q2/1MRz4aP7raLslJtt2t7LN9t0viuehNp1FnIVfRbWvATjTrOpm56ABUPxGVb51LCRnj/+4jMsENvyPix5zKrgHBdWPQsTPgv5U2xapBu2qrfRs+Dhi216IC6k5EHSEAsNF/4Vxs6xKrZhR0NbtT3W+k12XnfT02fQOR77yBhliw8Qse9xbBrn9lLbz59s/69CYTslx3/HGkIfpn/wKeDae/t7DLargKuruZ0NT7xPZFUzqU76TrdH3DDl7VvZ2taMU1VOQeUiUps39eThHXEOywphySiHJaMcqjL42FDX63gYlZDLhPghTPAmMSHsYUJXF1mtdRZitVRFF8oYJN0Bd9owaK2Dyo92uWv3KL7L9dJOIi2eFNrCDs0k0OgmE8RLG/G0uvG0kECLm0Bz9HMTCTSRRKubSKU3HzfUTisJdBzASZAAPo9DVlIAn9ch3uehuTPEpNxkIq7D1OHpFOWlsKqymeSAl0l5qby8spL/OqcYn09rZ4mIxBoFXFGO49wOLHBd94mBvv+k+3frHmC5rsv8NVW8e/89DNvcSmb8WNKTMsmOSyPg2fVAIOJGqO0so8Fbg29kEtnTxjK8ZApJ6Rn7+MxF5GASibhsqWtj6bYGXl+9nbKGdlaUNdK6B9MbHQcm5CQzIiuJz4zP5ojh6Ywbmsza6hZc1+VrD33InVdOpzg/bcc7dgddOSU9AZbrulS9eDs5C27HiU+Dq/+541SziqXwwIXQXmdTDSd/zqYGrngKMsfag3nsKpv6+P5d0V5QJ8Hmd2zFPRfrLzX1cnjyC7bfor/ZfTe+Hm1uP9x6Si38C1z+qDXYX/oEPP8da0Ds9cJV/4TNb1nF1rv/axVlRRfCxrfhuK9azzCPE22sfzOc8lNY9zIcdQMsvAu2fgCzfwq48OJ/Ws8ox7EeZW/cBkdeZ1VNM75gjY/LF0HiUGu6PnYWHPlVWHAXjDsDcibAw5+3hvrB7qqO7mXpHat0Sy+0nmaXP2ErfBWdb6sg5k6OhlcRC7kyx1joGIlYIHjZI3a4BffBh/fCMd+AxAxbgbEkWk03/Fg7xvpXIRS05+TxWV+yT5PHZytaphVAxkjr0Raf3vs5ofvrvtujH/6EQ6LiSwHX3vk0xmB9Ay7Xddn2xnK2v7qWzK50fJ6d+5A2B+vZ1FZJ8/YKcsuXklW/Co8bIeLAujwLtJaO8rAuH8LegV+zDlCAnzFhGN0VZGx7M6PbWxgbDBI3SMNl1xsgnJxPMDmPjoQ8OhJzaYnLpSkuh0Z/DvW+bBojibSHIrTXVdC+9BnaQxHa3DhaSYiGVXG0EU+LG08b9tHFzufkQErwe0mO85IU52NoShxtXWES/B5C4QhlDe0U56VSkJlIYpyXCTkp1LcHKcpJYfHWBr560hj1shIROUwo4IpyHKfedd2MPt/PBn7ouu6cwdi/27Tp090bL7qMpI1hsgLDyEoYQrJv99MOG7tqaHC2w7AAGVMLKZg6mdQh2Xv1/EQkdoUjLuuqm3lxeSWrK5tYV93KxppWQnswZyPO56E4P5WpBekMSQlwVkkeI4ckfeyKS8vLGvjS3xbw2InlFI6dauFW3/u4bm8F1/H/YWFTJALv/K9NY7zkfquEKjrfwrP1r8J7d8EZ/w1DxsHjV1vVVdZYWP8aLPwbDD8KVjxpKyme83t49b+ijeF9cObt1kNqaDHM/bFVZHk8FkjlTYXyJfD3s60n18k3wwd3Rk9eCLw+q8yqWw8r/gmrnoH8I6F8MRz1ZetHdcotMPdHcPp/WxXbxffZ488YYwFZdx+uYBv4k+zzBfdYn5vXb4W4dFvpMK3AAqxJF8DSh6x/VaQDPHHwxZdg4xt2/COvswqzU//Lpn9OvwbShtv5eOQymP1ze36ZY8DrsXBv+VPw1Jet+fsRV9g57O6TtuJpWxXxc3+3HlhlC+z5z4o27E/Khs5GSMyCskXw1m9skYHmSgvYEjKtasQXb+fw05g2ORDHaytPxqVGPw/0kQpxyQNsS7FKlUBSb6XgAQrLFHDtnU9jDHbkkUe68558gXUPvk1ynZ8Uf/pO+4QiQcrat7G9oYLUTUsYWrscJxJkcw6sHO5QWuiwotChNWHH15XHdRkeClmIFQwyuivImGCQUcEQ8fs4Lo7godGTRp0nkzrS2e5kUB1Jp8pNoyyUzuZQBmWRLGpJweXgr5T0eRwS/B4CPg9doQgex7ZlJFmz9cSAj4SAlxGZiSzeUs/U4WlMyEkhJT5ASryfyQVpWilQREQ+1mCPwWKyltdxnOkDbK4DZg/G/n11lTVxYtOxkLXrfdpDzdRGqnCG+Uk7YjiF006kOHPIxx1aRA5RXo/DhNxUJuT2Tj3uDIVZWdHM0m0NfLSlgQWb6thav3Mj4c5QhMVbGli8pQGAO+auIT3Bz5Th6RxRkMbU4elMHZ7OkOTeylHXddmwvQU8HprHng/D0nq2Ly9rYGNNG+dMycPj8eJ+eB8b0o9l9OTjrHrr1Vvh1Jtt+s5rP7cwy+Ox6XmRIAwZC3lTLFB64YcWQHh8cMxXrIKr+HPW/NzrhdN/YVVXR19vTdDDQbt90b1w0o+htRqyi+1B16y1VR2P+jKc+B0YP8emTL5wo2U161+DxX+HnGm2/9Ap0LAJhh0J06+wIMrx2b4X32+P0fHAI1fAhDOt6XywHY66HqZ8Huqj/bPeu8vClVEnWT+zGdfZcyo8Btb+y4Kqxq2233v/B+v/bfuU/tOeX+YYC7de+7kd79RbbBrkyz+yVRAvf9Qq65Y/BRPOtXBrzm02NfCS+y34chwLEhu2WPVb2QLImwH506xibN5PbJ/Lo/2yUgvghO/ZtMvLHrFqtdd/AZPOt+mcR1wOq16AyRdZH64183obzA+fCZvftN5srdXQXG6hUlcLePyfvFrMDdtqlYOxYqXj7Q27AonRr5Psa39iNAzr/jqpd19/IvjjLezzxYEvofdrf0KfbXG23RuTQ5+Dxqc1BmvdWkvzn0rJc7LpX5zU0FXDtqZtOJuXklO5iLqsdhaOcig9yWFVgbcn0PK6LsODIY5tDTImGmKNCQYZuRcVWZ2uj+2ks91Np7rvBxk7fF9HKmEObNVRnM8h4kJGgt9mnQPBcIShKXGkJ/ipaurA5/WQnxpHXVuQzmCIYNhlaHKAsoY22roiXHrkMCbmZ3DetAL1qBIRkZgTq6O8TGxw1FcDgOM46a7rNnzC/Xt4PTufomCkk5qucsLZLplHjib/6GMZl5G5N49fRA4zcT4vRwxP54jh6Vx9nG1r7giyrKyRJVsbeHttDRtrWylv2HnZ+Yb2IG+t2c5ba7b3bCvISGDq8HSOKEgnNcHH/766hqtnjmBSXkrPPqUVTXzhbwtpaAuCA+dNmcz6WX/iin+2clOkjNFZp/B44NtcPPILOK6Hokvux+nu13X6bRZW4VhFV9ZYCwZO+4U1cs+dDGNPsQbuE8+y3lyOY7cNjYZY8/9oFV5xqVZttPAemwN05u29zcy7p/zlTbGPIdHm6a/eatMg5//J+kWNPBZGH29VT7N/CpM+C0XnWUj1+QftWDklFm4t+IuFUoVHQ8nnLLDzeW11yDNus+f04o0WeCx/HLx+a65/+WO9/cpaquCDuy0YSRlqfbRcbLXKk26y5zTzWzDzP2DsqdbLatMbttLj2//PHlfxBbDyWevXtfjvvb3SuhcNePVnVjk248vWzL5xC6x+3kK5jEI7tw9eYJVcvmiFU806C7zcCKx+BTKHw5InYMpFsOQftmDAlIstDAtHHxOR6IqRrj2+jno4/rs2pfT579pz83jt9tk/g+Qh0N5gzbA7GqMBVvTr/tvDfVaq/KTcsE0X7WwavGMOxOPrF4Yd2H5DMehTGYP5PXF4+vQ0DUY62da6hZbyUlpb/82aYc2UHuewdhike6Ew1MXYYIhT2kKMaAxSGApREAztNHGvxY2nKhpI1bqp1JNCrZtCnZtKHSnURb+uJZV6N4VmEuhd0eKTCXg9xPs9JAS8JAZ8xPu9JES/T/D7op89JPi9JAR8JPi9BLzw3NIyOjrDpCUGGJWVQMDnI+B3mDkqiyeXlPO7z01mc0MnxfmqmhIRkcNbrAZc6QNs6x48ZRIdOO3r/o7jXA9cDzA5dwIRN0JdZxX1nmqGHDOG0acdx6iMgQ4pIrLnUuL9zBwzhJljhnDDyWMBqG7q4Pml5aypaqG8oZ3FWxpo6dy5Sfm2+na21bfzr6UVPdt+9/Jalmxt5OQJQ5lakM74ocn8/YtHWgXX5DxwHDqzSgi5H/DLF1Zz7zVHcskX/gNcuOGhaGP77hUcSz5nYZPrWm+ui++HKx7vDYAql9nnJ79gt3U3s8+dbNVLi/5u0we3LrAKo9zJNnVwzUsw7UoLs0outH1f+7mFP90hl+taZVTRBRaibV9r+5z6k94pglvft+b0s262Y7uuHWvpkzDqZFj9Aky/svdxdVdrDBkf/cKx6qAzfmVVazXrLJCqWGo3T/m8VYktfwLe+X82DdNx7Lm6EQvFxs62yrWhJTYVccVTdt/5f4C4JNjwbwvijv2GhWC5k+28dZ/P4gvsPrNuseb1mWNgw2vw3p/sOGf8yqqapl9n+x3zNauMm/ElwAMZBbB9he2z6p8w8TwLFBOHgj8VssZB5SJ6V370WCVZXLo16n/tVhg3B0qfAk8ieBMsFMzr07vt44Q6obMlGkw1W2VYZ3P0o6nP17v5CLZCV9un13ssErLH2dXy6fy8Q0/6ANsGZQzWf/wFUNNRybamtax3X6UhbyveMV0UEGJq0MtJQT+J5Qm0R1JpIolGN4lGkljgJvJK9Pt6ooGVm0KTJxV88QR8HgJem37X/XWcr/f7dK+H7D63x/u9xPu8xPs9xPV8tu1xfg/xvr6fvb239dkn0e/F5923iqgbZo3b5W1nTC0AoCQpYZ+OLSIiciiJ1YCrgegqPH10f9//KuFe7x9d2ecegHG5BW7ilwspHHvSvj5WEZE9NjQ1nmtPGN3zveu6bKpp5YVlFayuamZNVQsbalrpCu28cmMo4jJ3RRVzV1QBEO/3MHlYGlML0nEchyOGpzMpL4X7vngU66qbWF/dzDlT83EchzuvnG6N7R+0xvZFeamUuiMoyk3BueSB3qbqYCFQd0hzyQNANATrrlB65adWSVW/xaq20vKhYJpVbk27cseQ7NWfWWjVHVItfQJe+L5V2AwZb2FL97S+V39mIdcpt9jPOPI6q6ICC7fm/hhCbbDhddsP16q2Pv+IhWuff8SynuxiOO7r1tMqf6rd95mvWAXV/D/ZPh4fzPkFpOZaEHTk5RYuzfk5NGy1n1m7zgK5uT+yYKn4cxauvfsHmPlt2+f126yy7MTv2HPInWznKXeyVX+tfx3SR1hfsFm32M8Pd1mAVrc5OkUxF/wByBxh33scuOAuqxpbdC+UL4QhE21FS1z44C6bNlm5yB6DNw7CHUDEpvMd902r9Jp2lVWbeRJsemXJ5yys2xu+OPtI2s08/j0VDtq01WCbfe75us3CqO7t/bcF222Fz1Bn9OtOCHV/7oBgR/T2Drv9QPUrO3Q0sJ/GYH3HXxOGFrr/5jnco1PJTBtJcfyNuN2LG8Sl4fP7wOsh6PUQ73VI9XoY6XXwey2w8nV/3R1meT14PKpuEhEROZTFZJP5aD+HRa7rOrvbtq/797WrZapFRA6UYDjC6somXlpeSXVzJx9tbWBN1Z5Vo6TG+xifk8KK8kY6gxFuvaCEK44ZAViYVlrehIuLg2NVXbtYxdGtXMqKcCGO46EoLwWnajluTgmlFU0Ubfgrzuu3wWfvhKYyC1S2l+4YkkWPQ+Wy3u3lS+Dv50BXk4U9n/le7/6uC8uetGmTc2617fNuhssetaDp1Z/DjGusd9jR18Px34aqZbZK4mm3Wkg16xa7z4RzLRg68joL3cCavmeMhn9cavd3sWl+l/7DGs2nDoOXf2xN8Dsboz2gUmzK5ss3WaXWabfB/P+Dd//PAqOjvgzv/o+FdVc9tXNlVChkx5z9C1j9nP38hy+y45QthhXPQKTLjnXsDRbmvft7678141qrYDvvTmu6X/q0VaSd+F2bwvjijRbUFV8EKbnQUA4f/RV8SdGf3dbbi2vS+bBunoVFn/uLrbB5qHJdq+AK9gnAQh042ePVZH4PfVpjMI2/REREDn1qMg+4rrvYcZyGfpszgVcGY38RkYOZ3+uhZFg6JcPSe7a1dIZYtq2BeaVVrKpsYmVFM/VtO0/5auoIsXBzfc/3Nz29nN+/upbxOSl8ZtwQUhP8/N9r67jryuk9lVz9ucBz1UO47flFOI7DvV84kuL8KZSWN3LDQx9y5+VfpDh9hE3B83h6Kr7cS+6n1B1pUyAdx0KqvCl20EjEVm4Eaxa/qz4ykRDMu8WCJbBeVvNusRAra5xNBcyZ3DuF8rJHLEDLHAuLH7RgY+lj9jMW3AOFx1qgM/lzFn6c8d8WWIWj527TG7ZfqAuOjVZ91a2zx+vxWG8yx4HhR8PKZ6Lh03XWtP7lm3sb4buunYe+Id/8/7M+Xy3bYct8ew5ev4Vb3Y35MwoBxwK69EKb7thcAZMvtVDL44ENb1qIFolY37PTf2UVXCWXwdJHINRq0xzj0uDYb8J7f4zefgksexTWvmw/48gvWU+0Q5nj2Dn29u/MJHtKYzARERE5WMVkwBV1j+M4F7mu+0T0+znA3d03Oo4zGpje5/bd7i8iEsuS43wcN2YIx43pXcG1urmDJVsbeGVlFWsqW1hV2Ux7MLzTfauaOqlq6uTfa2sAmwH3/ceXcsTwdKYUpDN1eBrjc1LwR/vHrChv5LbnV3Ja8VAunl5AJBJhRVkjk/JSekOxgj5VQLmTcS+5n+eqsrhj7iLuumrGTlVh7oqn4LVfwEk/xtleCh/cCxkje5vRVy6zPlxn/LdNESw6H7LHWz8sB8CxBvAX32/VWHN/bCHW5Y9GQ6DXYdGfrepqzGxY+TQUXWghXDfHse/dCNRtsu8X/t0quub/0Sq6xs+xqZMPfs4as1/2KBz9ld7pk3Gp1g9r+pX2s/vqnsbZHerN/JaFVaXPWoP1IeOsemvef1l12ZhZ8OjlcMnDMP50ePknvb3HCo6GK5/qnbKIE20U71j/sa4WWPqwBWz+RAu6vD6b5lhykZ2LxQ9YD7FwO8SlWBXZjKt6H5/IrmkMJiIiIgedmA24XNf9oeM4NzqOcxEwGljfZ+AEtvz0xcATe7i/iMghZWhKPHOKcplTlAvYFMSNffp5batrZ3l5I8HwjlPVIy6sqmxmVWUzjyywflNxPg/F+alMKUgnKylAa1eYB9/bSl56Ave/uwWAe79wJEV5qawoa2R9TQvnTM5jVVULk3JTeL56CHfMXc0PTp+A67q4rrvDal+lGafymP/bfIlsCkqfhaOuw3nt5xb65E2xyqdLH4Ttq61KKqMQJl9kAc/lj1mfq+zxgGtB2Gm3Qfa43n5fM79lFU4ZhZAxxqYdjj/DpjHmRgOdymV2/7k/gtYaC6vO/p2FbGNPtUqs3MlWieVgVWQex1ZInP1TC8eyx9sJtBNut3cf/5IH7HF2V3J5PDDlMkjKsRUNc6fYNEbXtamUBUcDDmx83VaGLDofVr1gjfVLLrT7u65Vlr12q23PHAFzb7bA6szf2c9t2grv/N6q316+2QK7QEq0FZULnlQ467eQPaH3fInshsZgIiIicjCKyR5cnyb1gBCRQ1lXKMLqymY+3FLHv5ZVUt5oqzPuya+GeL+HacPTGZaewPicFM6akkdDWxfX/HUBDW1dfO/08fzj/a1cdsxwHn5vCzeeOZHRWUl86f5F3HvNkRQP663icl2X0oom3HCYxx/4A5dc+Q3iGlbSkVEEHofi/DQLxMo+goc+B1c8CcOO2PlBuS5ULrXwJqcESp/Zaaoks262KrD377Kqp+5Kq+7G+QDrXoEFf7bb+vbOcl1Y9gS89J9w5ZN2W98+YgAVS6zCK+KCz29hW3clWvkS6/N12aP2/QMXQHsdJGTCVU/bcbp7jV32iD3ucAjuOxc8fjj+W3DCt3vDrYql9rk2ugpk1XKrQKtdZ+dg3s023XLUSbDpLataWzsXZv/EAr+5P4Kjb4Bxs3unjO5qeughbLD7P8gnp/GXiIjIoU89uEREZNAEfB4mF6QxuSCNq2eOAqC5I8jysiY+3FLH3BVVbKlrG7CfV0cwwvwNvYug/fLFVWQlBxg9JImslAzGD03hqyeP4a431nPjmRM5d0o+K8obAXD7rWTnOI6t3FjexMXXfAsXuOK5djpCC4j3ebj3C0dG95mC0x0EDcSJTtd7/CqY/gWr9gLrsZVTYtvm3myVVaf/cscqr+7VDbFD9FRtuW5v6FO5DF6+hZ6dukOhvj22XGwVxtNuBVx44QeQOcYCue7plA627xVPWhiVNda+r1xmKyp2V4flTrbAzh9vKx9+cLf14hoyzo7x8KXWT+vKJ6F6BTx+NZzyE+tLBlB4HKyZB6VPWdXWyn/aSpBb3oecabYq4Tv/DxbcZY/58sc0RVFEREREYpIquD6GriCKiMD25g6eX1LBmqpm1lY3s7a6lcb2nUOvgWQm+jl6VCZThqczeVgafq/DMaOydpiiCNbb64YHF/f08frnR9v4+fMr+ck5kxg7NHWnVR1d12VFeSMODkX5qb3Hi67O6GYXse3df1Aw8zLr64ULj10Np9xiDel3Va1UsRQevdKmMK5+0aZGOvROUaxaZl/3vX93dVh3SNZd1bXsCXj6ejj5ZvjMd23fymUWtlUt76386l+NlTUWHrkMLn/Epi5237buVXj/T3acK56A9a/bypGXP2qPp/vYlUvhw4etQX58mk3RHH0K1K23cGvhPdEG+CFw4mDWD2HMqZA/VRVcclDQ+EtEROTQpwouERH51GWnxPPFE0b1fO+6LmUN7Szd1siSbQ0s3drIsrJGWjpDO923ri3ISyuqeGlFVc+2wsxEJg+zyrEpw9IoHpbGpNwUvn/6eCblpuA4DmOGpuD3ehkzNIWi/NSdVnUsrWjiS/ctAlx+fPYkzp2Sv8PqjKXljdzwXgF/TX+fwnlfxX/ZAzjdAVTfECcaiPVsz50MM75ofa2O+hLgwsOX2dS/03/ZO92wr9zJveFW39Uhh4yz1Qvn/8Eqwjye3gDs0Svh1P+y41UshQcvtPt4/XDU9fZzuyvIatdZFdiCP0MoaIFb7Trr/3X6bb1hW0/1lWPVWrNusemH3eHX67fChX+D1u1QsxG2fwQTzoTF91tT//ypiIiIiIjEIgVcIiKy1xzHoSAjkYKMRM6anAdAJOKyoaaVpdsaWLK1gfc31rG2uoVwZOdK4S11bWypa+Nfyyp6tuWlxdPYHuSjrQ3MmZRLcX5KT+N6x3F2WnmxKC+Vv1wzgw3bW7njpdWMyU7eoboLF/50xTQ6Xfhq8Nt8LzIS1wGnvGnHiq/KZTuucOg4cPx/2G2L/gYFR1nQlTbcGth3N77vH4wNNLUvbyqc/RubFlm3Dl79uYVaxRfY5+7jOViwNSc6pfLVn1nvrpwS6/e14C9w4T1wxaOwfY1NQcwca0Fc0fl2n4qlMLTY+o5ljrHHNH52bw+x3MnWY2zNPOvDFWqz7YlDrKpt7o+tckwhl4iIiIjEIE1R/BgqkRcR2XedwRB/eXsjbR0h3llfS0tniE21bYQGCL0GMmpIEiOyEjl+TBYlw9Ipyk8lLcG/wz7dDeq7gzDone74pyum4eD09Pyyii/4yzUzevp+OYBbuZTSyAiKupvZ24Fh+VPw4o3QXg8X3GOrJHYHWt3TEk/5ycBVXb0P0PYFqFlrVVT9pzK6Lqx42oIvx+ndvvwpm+I46bNw4Z/B6+0N1ravgWe+Yo9ryDh7LN19x06+CcadatMbu6dAdt/nqWhV2siTLdA641ew8hl48T/hqich/4g9/v97qNAUxYOPxl8iIiKHPk1RFBGRmBHn9/H1WeMA+EF0W1cowpqqZpZsa+CtNdvZVt9uKygOkHltrGllY00rb6ze3rOtMDORkmGpFOenUZyfSsmwtJ2qu7qnO+LCDQ/39vX6yzUzcKzTe0+/r+L8NErdkTv1+MJxLLjKGmvBVMmF4PFYoFbeSFFuCc4pP7Fqq+6qroF0T5vsXqXxkges0mr5UzsGWq/93PYvubC3QixzDMy6CRb+zSqzuoO03MnWdP7kH0PmaKv0uuR+CEcAFxb93aYmgq3cWLvWqscueQAu+DM0brFpiaffCjUrrSKs+3GKiIiIiMQgVXB9DF1BFBHZ/zq6Qry4vJK1Vc0s3lLP1vp2Kps6B5zeOJDc1DgLvIalUZKfSsDn4ZZnlnPnldN7K7X6hDf9q766v5+Um8LKyuaez/3vB/2a4eemsH75fDoziykaZsFY/2qy6A/ccTrjsietMuuCe2yFx+5qsVd+CrN/2tuX6x+Xwucfsebwr/7MGt7nToblT8K/fgBuEPzJNnWxZp2FZBff39sUv3ulRYCjv2JTL7urz7pDO8expvT9G+cfRlTBdfDR+EtEROTQpwouERE55MQHfFwwvWCHbR3BMKXlTcwrraS2pYt3N9RS0dgxYOhV2dRJZVM1r66q7tmWGu/jVy+upmRYGhu2t1KUn8rIrCS8HmfAnl5uxOXON9fzj/e3cOOZE/nN3DU7VnRFFeX1NrwvLW/i6mfb8HkWctM5kxg9JImvPfThzvfr36Or+IIdP3dXi0G0L9dYq7oC8ERvGzKud1rjyzdDuBOC7XD8dy2cevVn1teru6H841fBRfdF+3q51jR/7Kl2zIcvhXCXBWvZ4w/bYEtEREREDh2q4PoYuoIoInLw6AyGeWlFBeurW6lr66K0vIllZY0Ew3v2uyzg9VCUn8KkPFu1MSHg5YySXLbUtXH1ve9T3xbke6eN54aTxuyyggt6K8DciMt19y3kmpkj+MeCrdx1xQxw+NiKsYG29Ux99GzGcYFHr8Q98ouUjvoiRcPSd+wNVrnUpiPWr4fiPlVYEdcCsZzJULUccOGxq236Ik5vv69//w/M/z04XvAFrKH97vqIHeJUwXXw0fhLRETk0KcKLhEROWzF+b189ogdK73CEZf11c3MLa2ioa2LDzbWsWF7K61d4Z3u3xWO8NHWRj7a2tiz7QdPLCU3NY5h6Qm0dYWJ83ooa+jYZbgFNg2xu4n9X794FJNyUzhpwtBd3qe0oomvPrCIH5wxgXOn5OM4Ts8xevqAVTRxQ3f1V14qzP4pwZd/ym/fSeN7V10EDn2mTk6xn1Mwrc9PceCRS+3z5Y/29vG6+H67uXt6ZOUyWHAPeHzWYB7n4/uIiYiIiIgc5FTB9TF0BVFEJPa4rsvWunaWbqvn2SXldAQjLC9rpL4tuMfHSI33MTEvlaK8VCblpTApL5XxOSnE+70DVmR1/9zu7cAOXz+3tJw75q7mritnUJyfttO+K8obe/pmFeen7bC6Y8R1+fL9i/nxWRP4zctrufOK6b2BV0UzLi7Feak4lcus71ZunymH3as9XvJAb+hVsbR3P9ixP9hhSBVcBx+Nv0RERA59quASERH5GI7jUJiVSGFWIudMHdazfXtzB3OXV7J+ewvLyhpp6gixrrqFgXrZN3WE+GBjHR9srOvZ5nFgRFYSE3JSGJ+bwqaaNibkpjAyKxGvx9khxIIdV2o8d0o+Y4Yk47oukUhkhymQ3Y3rLztmOP94fyt3XWUhmJM3lWJgRZlVnI0eksydV07HdV2+9uCHfP/08fzyX6twXZebzp7E6OwRFOel7Ri65ZSwYdadtIeHU+y6dlv+1B2frCq3RERERCTGqYLrY+gKoojIoa0zFGZtVQsrK5pYUd7I2+tq2FbXTkcossfHCPg8FKQnUNnUwamThnLBEcMYn5tCQ1uXBVXRHlvPLS3njpdW84MzJvQ0se9uVr9uezO/mbtmh2mMYFVhK8obcXAoyu/br6uJiBvBwWF9TQv//cIqXBduOmcS50zO6wnQSiuauO7v9nvs3i8c2bNtd/3ADjeq4Dr4aPwlIiJy6FMFl4iIyCCK83kpGZZGybA0LmY4AJFIhLfW1LB+ezOLNtdT3tBBQ3uQLXVtA1Z7dYUibKhpBeC5JRU8t6QCgJQ4H+NzUxifk0Jqgo+nFm/jP04dx9kluYzJTu4Jm254aDF3XjGdu66asVPIVFrR1LMyY/d2x3HAga8/9BF3Xjmd86YOY2x2Cuu3N3PH3NUAFqBdMR0Xl79cPaNnSuNzS8v59UuruPGMibvsByYiIiIiEmtUwfUxdAVRRES6tXeFmLuiki21bTR3hlhT1cKaqmYqGjv26jhpCX7GDk1mbHYyY4YmEfB5OGXCUAoyEvF4dqyg2pN+X/0rsbqb0buuyw0PLeYHp1tVWGlFE199cBGXHb3jVEhVcKmC62Cj8ZeIiMihTxVcIiIiB0hCwMf50wp22t7Q1sXLpZV0hSKsrmxhdVUzpeVNtHSGBjxOY3uQRZvrWbS5vmfbTykl3u9hTHZyT/g1dqh9jBuaMuB0wv7VVo7j9GzrDq5+cPoE7nhpdU/F2F1XzrBVH8cP7WlwLyIiIiIS6xRwiYiIfELpiQEuObJwh22u61Ld1MHLpVVsqm2lqT3E6qpm1la10B4MD3icjmCEFeVNrChv2mG7A4waksTYocmkJ/p5ZWU1PzprIqdMGEpmUmCXVVeO41hz+2i41TcA656ueM7kPEormvjSfYv4yzUzKBmW/onPh4iIiIjIp00Bl4iIyH7gOA45aQlcddzIHba7rktFYwdrq5p49qMK2rpC1LZ2sWxb4y4b27vAhprWnj5fAD94fCkAqfE+Rg1JYuSQJJLjfBw1MoPR2cmMHJJEarx/h1Crb/XX88sq+O6jSwAYnZVEMByxHyQiIiIiEoMUcImIiHyKHMchPz2B/PQETpqQ07PddV3mr69hW307wXCEeSuraGoLsm57K00dA091BGjqCLFkWyNLtjUC8ND7W3puy0oOMCorqScA83sd/vr2Jv54xTTOmZwH0FPB5fd6rFRMRERERCQGqcn8x1CTUxEROdBaO4PMK61ia20bS8sa2VLXhtfjsKaqhdBAyzrugcykAKOyEklN8JObGk9OWhzHjh7CiKxEclLid2p2fyhTk/mDj8ZfIiIihz41mRcRETnMJMX5B2xuHw6HefiDrXg9gAuvrtqOx4FlZY3UtHTtNvyqa+2irrWr39Z1AAS8HgoyEhiemcjwzAQKMxMZnpHI8MxECrMSSY33D+KzExERERH55BRwiYiIxCiv17tDj6/Lj+39OhSO8PqqSuaVVjMpL4U31tTQ0hFic10bta1d7K6Auysc2annV19pCX6GZyaQn2ZTLYelJ5CXHt/zdXZy3GFVASYiIiIiB54CLhERkUOQz+thTnE+c4rzAfjiCWN6busKhnjwvc3UtHZRkJ7AR9saaesKs7W+na11bQNUdu2osT1IY1mQ5WVNA97u9zrkpPYGXnlp8TsFYaoCExEREZHBpIBLRETkMBPw+7j2xN7A6/J+t7d0htha18aWuja2Rj+2dH9f307XLlZ77BYMu2yrb2dbffsu90mO85GXFk9OajxDU+MYmhJPTp/POanxZKfEEe/3fpKnKiIiIiKHCQVcIiIisoPkOB+T8lKZlJe6022RiMv2lk621rVR3thBRUM75Q3tlDV0UNFoX9e3BT/2Z7R0hlhb3cLa6pbd7peW4GdoigVeQ1PiGJq6YxCWnRJHZlKA5DgfjqNpkSIiIiKHKwVcIiIissc8Hpt+mJMav8t92rvClEfDroqGDsqiIVhFY0c0DGun82OqwLo1tgdpbA9+bBAW8HnISgqQmRQgKzmuz9eB6Ndxfb5WICYiIiJyqFHAJSIiIoMqIeBlTHYyY7KTB7zddV3q24KUN7SzvbmT6uYOqpr6fu6kuqmD6uZOwrtZCbKvrlCEisYOKho79mj/7kAsKzmwx89LRERERA5eCrhERETkU+U4DpnRSqrdiURc6tq6qIqGXdVNHVQ3dVLVHYQ1dVDT0kVtaycdwT2rCOu2t4GYiIiIiBzcFHCJiIjIQcnjcRiSHMeQ5DiKP2bftq4QtS1d1LZ2Udfa2efrrujXnTt8vbeBmIiIiIgc3BRwiYiISMxLDPhIzPQxPDNxj/bvG4hNu30/PzgRERER2e8UcImIiMhhZ28DMRERERE5uHkO9AMQERERERERERH5JBRwiYiIiIiIiIhITFPAJSIiIiIiIiIiMU0Bl4iIiIiIiIiIxDQFXCIiIiIiIiIiEtMUcImIiIiIiIiISExTwCUiIiIiIiIiIjFNAZeIiIiIiIiIiMQ0BVwiIiIiIiIiIhLTFHCJiIiIiIiIiEhMU8AlIiIiIiIiIiIxTQGXiIiIiIiIiIjENAVcIiIiIiIiIiIS0xRwiYiIiIiIiIhITFPAJSIiIiIiIiIiMU0Bl4iIiIiIiIiIxDQFXCIiIiIiIiIiEtMUcImIiIiIiIiISExTwCUiIiIiIiIiIjFNAZeIiIiIiIiIiMQ0BVwiIiIiIiIiIhLTFHCJiIiIiIiIiEhMU8AlIiIiIiIiIiIxTQGXiIiIiIiIiIjENAVcIiIiIiIiIiIS0xRwiYiIiIiIiIhITFPAJSIiIiIiIiIiMU0Bl4iIiIiIiIiIxDQFXCIiIiIiIiIiEtMUcImIiIiIiIiISExTwCUiIiIiIiIiIjFNAZeIiIiIiIiIiMQ034F+APvCcZwbgQ1AJoDruvfswf4ARwELXNf99f59hCIiIiKHHo3BRERE5GAVcwGX4zi3YwOkJ7q/dxznou7vB9j/btd1v9Ln+0WO46ABloiIiMie0xhMREREDmaxOEXx+n4DqXnAVwba0XGcdKCh3+a7d7W/iIiIiOySxmAiIiJy0IqpgMtxnOkDbK4DZu/iLpnAjY7jjO63vf/3IiIiIrILGoOJiIjIwS6mAi5ssFTXb1sD9Fwp3IHruhuAGdHP3eYAr+ynxyciIiJyKNIYTERERA5qsdaDK32Abd2DrUx2LoXHdd3F3V9HB2CzgRm7+yGO41wPXA9QWFi4Tw9URERE5BCSPsC2QR2DafwlIiIin8RBEXANdOWvL9d1G6JfNhBdtaeP7u/7X1UcyOPAqf2uJg708+4B7gE48sgj3T04roiIiEjMOZjGYBp/iYiIyCdxwAMux3EuwpaO3t0+uK77Q2wAld7v5nTYYQC2q2PcDvyw79VEERERkcOVxmAiIiJyKDngAVd0NZ4Bl5ceYN/FjuM09Nucycf0c4gO4OZ1D6wcx5muQZaIiIgczjQGExERkUNJrDWZB7gnOljqNgdbdhoAx3FG973dcZzZ2ABsoeM46dHVfC791B6tiIiIyKFBYzARERE5aMVcwBUtkx/tOM5FjuPcCKyPXoHsNhv4CvT0lZiHDb7qox/r0RLVIiIiIntFYzARERE5mB3wKYr7wnXdX+/mtp4GpdGeEM6n9LBEREREDmkag4mIiMjBKuYquERERERERERERPpSwCUiIiIiIiIiIjFNAZeIiIiIiIiIiMQ0BVwiIiIiIiIiIhLTFHCJiIiIiIiIiEhMU8AlIiIiIiIiIiIxTQGXiIiIiIiIiIjENAVcIiIiIiIiIiIS0xRwiYiIiIiIiIhITFPAJSIiIiIiIiIiMU0Bl4iIiIiIiIiIxDQFXCIiIiIiIiIiEtMUcImIiIiIiIiISExTwCUiIiIiIiIiIjFNAZeIiIiIiIiIiMQ0BVwiIiIiIiIiIhLTFHCJiIiIiIiIiEhMU8AlIiIiIiIiIiIxTQGXiIiIiIiIiIjENAVcIiIiIiIiIiIS0xRwiYiIiIiIiIhITFPAJSIiIiIiIiIiMU0Bl4iIiIiIiIiIxDQFXCIiIiIiIiIiEtMUcImIiIiIiIiISExTwCUiIiIiIiIiIjFNAZeIiIiIiIiIiMQ0BVwiIiIiIiIiIhLTFHCJiIiIiIiIiEhMU8AlIiIiIiIiIiIxTQGXiIiIiIiIiIjENAVcIiIiIiIiIiIS0xRwiYiIiIiIiIhITFPAJSIiIiIiIiIiMU0Bl4iIiIiIiIiIxDQFXCIiIiIiIiIiEtMUcImIiIiIiIiISExTwCUiIiIiIiIiIjFNAZeIiIiIiIiIiMQ0BVwiIiIiIiIiIhLTFHCJiIiIiIiIiEhMU8AlIiIiIiIiIiIxTQGXiIiIiIiIiIjENAVcIiIiIiIiIiIS0xRwiYiIiIiIiIhITFPAJSIiIiIiIiIiMU0Bl4iIiIiIiIiIxDQFXCIiIiIiIiIiEtMUcImIiIiIiIiISExTwCUiIiIiIiIiIjFNAZeIiIiIiIiIiMQ0BVwiIiIiIiIiIhLTFHCJiIiIiIiIiEhMU8AlIiIiIiIiIiIxTQGXiIiIiIiIiIjENAVcIiIiIiIiIiIS0xRwiYiIiIiIiIhITFPAJSIiIiIiIiIiMU0Bl4iIiIiIiIiIxDQFXCIiIiIiIiIiEtMUcImIiIiIiIiISExTwCUiIiIiIiIiIjHNd6AfwL5wHOdGYAOQCeC67j17cd+7Xdf9yv56bCIiIiKHKo3BRERE5GAVcxVcjuPcDmxwXfeJ6KBqjOM4F+3FfUfv1wcoIiIicgjSGExEREQOZjEXcAHXu677RJ/v5wEfezXQcRwNqkRERET2ncZgIiIictCKqYDLcZzpA2yuA2bvwd1nYwMxEREREdkLGoOJiIjIwS6mAi6s30Ndv20NAI7jpO/qTo7jzAYe22+PSkREROTQpjGYiIiIHNRiLeBKH2Bb92Arc3f3c123YdAfjYiIiMjhIX2AbRqDiYiIyEHjoFhFcXdX/gD6DIwa2HkQ1f19/6uK3ce+qF+/iD15PNcD10e/7XQcZ/ne3F92awhQc6AfxCFG53Rw6XwOPp3TwaXzOfgmHOgHcKAcTGMwjb/2O713DD6d08Gl8zn4dE4Hl87n4BvUMdgBD7iiq+8c9TH74LruD7EBVHq/m9NhhwFY3/uNJlo+vzeiKwPdEz3GQtd1j9zbY8jAdD4Hn87p4NL5HHw6p4NL53PwOY6z8EA/hgPhYBuDafy1f+mcDj6d08Gl8zn4dE4Hl87n4BvsMdgBD7iiV/b26Oqe67qLHcdp6Lc5E3hlF3eZDmRGrwgCzAFGR79/xXXdDfvwkEVERERinsZgIiIicig54AHXPrinX8n7HODu7hujVwynu677RP+yeMdxAEZHrxCKiIiIyJ7TGExEREQOWrHWZL67TH604zgXOY5zI7C+3yBqNvCV/veLXjG8OHrfGz+u50QfGogNLp3PwadzOrh0Pgefzung0vkcfDqne+BTHoPp/8ng0zkdfDqng0vnc/DpnA4unc/BN6jn1HFddzCPJyIiIiIiIiIi8qmKuQouERERERERERGRvmKxB5fIIS067WMD0eXX96RfSfdKWNHpI5/4eIeSwTyf0e2jsabMddhy9k+oWbKIiEjs0xhscGkMJiKftsMu4NrbN9qP21+/uAbvfOoXFziOczuwoLunieM4t/dr6Nt//9nYSlVzsPP6iY53qBns84m9bm+PfjQAXz6cXp/d9vHfPcBR2P+PX3+S4x2KBvOc6r10785ntB/U9di/6THR/fv/YXXYv0YHg8Zgg0tjsMGlMdjg0hhs/9AYbHBp/DX4DvgYzHXdw+YDe0O8aFff7+3+e3u8Q+1jP5zP6wE3+lF/OJ3LPuegvt/3s4F5e/j/4u7BOt6h8rEfzuf1QDq2EtgBf34H6Jzu7b/7u/t9vwi4cV+Pdyh+7Idzeli/l+7L76YBzuf1+3o8fQze/xeNwT7V83lYv29Ez0F9v+81Bju4zqfGYBqDHeznU++jB8EY7HDrwXW9u+NVg3kMsNrPXuy/t8c71Az2+QTIAMa4rpvhHiZXuLo5jjN9gM112IDggB8v1uyv5++6boN7mF2J6WeP/91Hr8o09Nt8N3of7W+wzykcxu+l7P1r6qLoKn/dNmAVBPt6PBmYxmCDS2OwQaQx2ODSGGy/0RhscGn8NfgO+BjssAm49vaN9uP21y+uwT2f3Q7zX1yZ2DnpqwF63lQP9PFizX55/o7jXO84zkXRzzd+/D0OHfvwvpcJ3Og4zuh+20fv4/EOOYN9Trsdru+l+/iamuPuWO4+GljwCY4n/WgMNrg0BtsvNAYbXBqDDTKNwQaXxl+D72AZgx1OPbh2+0brum7D3uy/D8c71Azq+ezeP5rg1kX3T3f7zRM/xKUPsK37nGWy81WDT/t4sSZ9gG2f9Pm/AtT1eb3e7TjO9e7h069gr/7du667wXGcGf1+0c/BzuNeH+8QNdjnlOh9D9f30r1+TfU9l92DqT7nS6/RwaEx2ODSGGzwpQ+wTWOwfZc+wDaNwT4ZjcEGl8Zfg++gGIMdTgFX+gDbdvdG+3H77+3xDjXpA2z7JOezAf3iaiDaPK+P7u/7/+M+EMeLNQ0M8vMf4IrMPGwu+OHyGk0fYNtu3/dc113c/XX0D9PZwIx9Pd4hKH2AbZ/knMLh/V6aPsC2j31NRc/jJcDFwJc/6fFkJ+kDbNMYbN+lD7BNY7BPpgGNwQZTAxqDDbb0AbZpDLbv0gfYpvHXJ5M+wLZPfQx22ExRZO/faD9u/7093qGmgcE9n7iuu6FfEjsP2GnJ5UNYHTv/Q04HK3c9CI4Xawb1+TuOk+44jtuvtL6BfqXJh7gGPtn73uPAqX0GqZ/0eIeCBgb3nB7u76UN7MP5jE4puMd13TnAn/v0g9in48lOGtAYbDA1oDHYYNMYbHBpDDb4GtAYbDA1oPHXYGvgIBiDHU4B196+0X7c/vrFNYjnU7+4eq4KNPTbnEm/0tcDdbxYs5+e/w/7vb5HA4t3se+haJ/f96LLhf+w79WvT3K8Q8ignlO9l+79+RygH8zd0Y99Op4MSGOwwaUx2CDTGGxwaQy2X2gMNrg0/hp8B8UY7LAJuPb2jfbj9tcvrsE9n1GH+y8ugHscx7moz/dz6P1HjuM4o/vd/omOdxgYtPO5izfSi4H//kSPMIbs6/te9BzP6x4I9Jljf1i/j8Lgn9Oow/a9dG/Pp+M4s4H6XTU91mt0cGgMNrg0BttvNAYbXBqDDSKNwQaXxl+D72AZgx02AVfU3r7RftwvJv3iGqTzqV9cxnXdHwKjoyvE3Aisd3dcGnU2fZZGdRxnenS/i4BLHMe5se8b7R4c75A22OcTew3f6NjqPbcDdx9O5zNqr/7dR395ZQILo1e3RgOX7unxDhODdk71Xgrs3flcCPy633mbA/T9d63X6ODQGGxwaQw2yDQGG1wag+0XGoMNLo2/Bt8BH4M5ruvuywOPWdE3zg1YotrQt+mbY/M9L47O//zY/ffk9kPdYJ7PaHp7PZbUjgEWHIa/uEQOenv67z76b7p+gEM84bruxXtyvMPFYJ5TvZfu3e+m6B9Qs+k9X91/mO3R8WTPaQw2uDQGEzn8aAw2uDT+GnwHegx22AVcIiIiIiIiIiJyaDncpiiKiIiIiIiIiMghRgGXiIiIiIiIiIjENAVcIiIiIiIiIiIS0xRwiYiIiIiIiIhITFPAJSIiIiIiIiIiMU0Bl4iIiIiIiIiIxDQFXCIiIiIiIiIiEtMUcImIiIiIiIiISExTwCUiIiIiIiIiIjFNAZeIiIiIiIiIiMQ0BVwiIiIiIiIiIhLTFHCJiEQ5jnO94zj1juMschwnPbrtxgP8sEREREQOaRqDichg8B3oByAicjBwHGc6MAf4MjAa+FF02+0H9IGJiIiIHMI0BhORweK4rnugH4OIyAHnOE6667oNfb6/CMh0XfeeA/eoRERERA5tGoOJyGBRwCUi0k90YDXadd1fH+jHIiIiInK40BhMRD4JBVwiIn04jnM9gK4aioiIiHx6NAYTkU9KTeZFRKI0sBIRERH59GkMJiKDQQGXiAgDD6wcx5nuOM7sA/eoRERERA5tGoOJyGDRFEUROexFB1C3A49GN20AjgKmu64754A9MBEREZFDmMZgIjKYVMElIgJzXNedEW1oOgb4M7ZM9cUH9mGJiIiIHNI0BhORQaMKLhERERERERERiWmq4BIRERERERERkZimgEtERERERERERGKaAi4REREREREREYlpCrhERERERERERCSmKeASEREREREREZGYpoBLRERERERERERimgIuERERERERERGJaQq4REREREREREQkpingEhERERERERGRmPb/AViK5z3gq6T0AAAAAElFTkSuQmCC\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, axes = plt.subplots(1, 2, figsize=(20,10))\n", - "\n", - "test_nonnative_plots(axes, 0.0)\n", - "\n", - "for idx in np.unique(gama_kE['REST_GMR_0P1_INDEX']):\n", - " isin = gama_kE['REST_GMR_0P1_INDEX'] == idx\n", - " \n", - " axes[0].scatter(gama_kE['ZGAMA'][isin], gama_kE['KCORR_R0P0'][isin], s=0.25)\n", - " axes[1].scatter(gama_kE['ZGAMA'][isin], gama_kE['KCORR_G0P0'][isin], s=0.25)\n", - " \n", - " axes[0].set_xlim(0, 0.3)\n", - " axes[1].set_xlim(0, 0.3)\n", - "\n", - " axes[0].set_ylim(-0.4, 1.05)\n", - " axes[1].set_ylim(-0.4, 1.05)\n", - " \n", - "axes[0].legend(ncol=1, frameon=False, loc=2, fontsize=20)" - ] - }, - { - "cell_type": "raw", - "id": "eda83580", - "metadata": { - "papermill": { - "duration": 0.047317, - "end_time": "2022-03-01T13:09:44.764680", - "exception": false, - "start_time": "2022-03-01T13:09:44.717363", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "fig, axes = plt.subplots(1, 2, figsize=(15,5))\n", - "\n", - "for idx in np.unique(gama_kE['REST_GMR_0P1_INDEX'])[1:]:\n", - " isin = gama_kE['REST_GMR_0P1_INDEX'] == idx\n", - " \n", - " axes[0].scatter(gama_kE['ZGAMA'][isin], gama_kE['Z_THETA_QCOLOR'][isin], s=0.25)\n", - " axes[1].scatter(gama_kE['ZGAMA'][isin], gama_kE['Z_THETA_QCOLOR'][isin], s=0.25)\n", - " \n", - " axes[0].set_xlim(0.025, 0.30)\n", - " axes[1].set_xlim(0.025, 0.30)\n", - "\n", - " axes[0].set_ylim(35., 40.1)\n", - " axes[1].set_ylim(35., 40.1)\n", - " \n", - "axes[0].set_xlabel('z')\n", - "axes[1].set_xlabel('z')\n", - "\n", - "axes[0].set_ylabel(r'$\\theta(z)$')\n", - "axes[1].set_ylabel(r'$\\theta(z)$')" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "fd14698c", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:44.893990Z", - "iopub.status.busy": "2022-03-01T13:09:44.889437Z", - "iopub.status.idle": "2022-03-01T13:09:45.193023Z", - "shell.execute_reply": "2022-03-01T13:09:45.193945Z" - }, - "papermill": { - "duration": 0.388759, - "end_time": "2022-03-01T13:09:45.194234", - "exception": false, - "start_time": "2022-03-01T13:09:44.805475", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "pl.plot(gama_kE['ZGAMA'], gama_kE['EQ_ALL_0P0'], marker=',', lw=0.0, label='All')\n", - "pl.plot(gama_kE['ZGAMA'], gama_kE['EQ_COLOR_0P0'], marker=',', lw=0.0, label='Colour')\n", - "\n", - "pl.xlabel(r'$z$')\n", - "pl.ylabel(r'$E_Q(z)$')\n", - "\n", - "pl.xlim(0.0,0.3)\n", - "pl.ylim(-0.6, 0.0)\n", - "\n", - "pl.legend(frameon=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "b142f97c", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:45.362398Z", - "iopub.status.busy": "2022-03-01T13:09:45.318690Z", - "iopub.status.idle": "2022-03-01T13:09:45.547420Z", - "shell.execute_reply": "2022-03-01T13:09:45.548260Z" - }, - "papermill": { - "duration": 0.28713, - "end_time": "2022-03-01T13:09:45.548517", - "exception": false, - "start_time": "2022-03-01T13:09:45.261387", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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MAAAiEJgAAEQgMAEAiEBgAgAQobKzZAGgbLdq13Tn4RdRdXnCDAhMAAvr64cfxlfeKa0ZmBEMyQIAEIHABAAgAoEJAEAEAhMAgAgEJgAAEQhMAAAiEJgAAERgHSYARHjhN3Q79iHSS8vSp9+U2yBMHIEJABE++OEzPX/8UVzl2GDFTGFIFgCACAQmAAARCEwAACIQmAAARGDSDzDA+4+/1MvkbVRdHv8EzDcCExjgZfJ2hJmRpTYFwJQRmAAQgYdNg8AEBvjqnU+knY/jKi8tl9sYTBUPmwaBCQxw215LO2+m3QwAFcAsWQAAIhCYAABEIDABAIhAYAIAEIHABAAgQqVnyZrZVvhxVdJTd9/LlW1IakhqSzqR1JLUdvde4fU9SXVJcveDPu9/YTkAAJnK9jDNbN/d98Kv+5Ie5AJUSkNuV9KxpG8l9QphuRvOtUMQ3g0hG1UOAEBeJXuYZlaTlBRO70valrSXO3ddUj0flDktd9/OHR+G17cjywHgUl74Dd2OfYj00rL06TflNghjUcnAVNp73Aq9zHwYNvKV3D3R+WCVmTX7vOeJpLWYcgC4ig9++GyEPYgjgxVTV8nAdPeemd0rhOW6pE6+npm1lAZdXVItd4+zHs7nJeE1tWHlIYgBADhVycCUJHfvZj+HkFuTdC9XpSPpJAs3M9s3s1a4H1nr85ZZQNYjypPc791SOqFIy8vsFQoAi6qyk34Knkj6eb7H6e69Qk8wuwcppYFXL7xHdnwSUX7K3Q/cfcXdV27evHnZ9gMAZlzlAzPMZt0u9jjNzEPPM5Pox3ucJzrfi6xJp/c9h5UDAHBGZYdkpdO1lodZWJpZMxec24Vwa0jqSulwrpnly6S0B9mJKQeAq+DZmfOpsoFpZmsKIZabqPNAUtfdEzMrvuS+pEe54wMz23D3bJnIutKlKbHlAHApPDtzPlUyMENAHobDfIjl10gehI0MEkl3Je3nwk/uvm1mW7kdgY5HKQcAIK+SgRmGWs91IfvU2RtS50rlAABkKhmYQNnef/ylXiZvh9bj/hKADIGJhfT521/p9ruvh1dcYu0tyhW9jR5b6E0dgYmFdNteSztvpt0MIH4bPbbQm7rKr8MEAKAKCEwAACIwJAsAUxS7yQET0KaPwASAKYre5GCn1GYgAkOyAABEoIcJADMgevmJxBKUkhCYADADopefSCxBKQmBCQAzgCegTB+BCQAzgCegTB+TfgAAiEAPEwDmDBOEykFgAsCceXDtt1FP45Gk5/q45NbMDwITAOYM9zvLwT1MAAAi0MPE/Pj1z6Q330VVfeE3dLvk5gCYLwQm5seb73Tnf/8lquqt2jV9XXJzAMwXAhNzJXonFAAYEYEJAAuMJSjxCEwAWGDsURuPwASABcYetfEITABYYKzZjMc6TAAAIhCYAABEYEgWlfaHnZ/qPb2Kq6ubeq/k9gCL7A+6qfciJ/6kdf+z5BZNFoGJSntPr6SdN5F1AZRppADc+Wn0rNpZCVcCEwAwdqME4P/9w934JStTXAtKYAIApmpWHke2sIFpZluSepLqkuTuB9NtEQAspllZ2rKQgWlmu5Keuns7OzazjewY5WIiD4BZtJCBKanl7tu540NJ25IIzAlgIg+AWbRwgWlmzT6nTyStTbot84ReI4B5t3CBqfSe5UnhXCJJZlZz9yRfYGYtSa1w+D9m9h9X/P1vSHp9xfeYcX+S/tHKeGOubXm4tuXh2o4q/vPjomv7l5f5bRcxMGt9zmUBWlcIz0yYDDS2CUFmduTuK+N6P/yIa1serm15uLblGfe1XcSt8RKFmbE52XGx5wkAgKTFDMwTne9l1iSpOBwLAEBm4QLT3bsqDLsq7WF2JtQE1nuWh2tbHq5tebi25RnrtTV3H+f7zYR+6zDzxwAAFC1kYEpndvppSErY6QcAMMjCBuY0hJCWpFWlPdq9AXX33X1zMi0DMC1mtiFptbCZSlbWyh3WBn1m4Lwh17amdMlgtkXqUbhld6FFXFYyFcUANLNnZqZ+/wOEIeLGRBs444Z9GRnlywrOiry27Ms8IjNbk9SUtK70+hXLt/LX2syaxXPoL+La1iT93t3vheOWpL+XdH/Q+xKYExD+cpLC6X2l2/EVP3wIyhEN+zIyypcVnBVxbdmX+ZLcvSOpY2Y/Uf/14Q+U+3xw966Z/f2EmjfTIq7trtLP4Kz+gZn9btj7Ltws2SmpS9rqE4b9wnFN6d62iDDgy8hmTDkuFnntWoVwPBTXdlxOzOxJdhB6QZ9PsT3zpKXCyoiYZYUE5gS4e0/SvfDfzLoKf2FhGGHotxycMezLyChfVnDWwGvHvsyl25TUNLPvw7D3CT33q8v9e26Y2YaZtXK3HQYiMCckfzM5fHNf0/lv4uf2ssVgw76MxH5ZwXkR127gvsxlt2/eheu+r/Qe3K7Se8i4utMvgO7ezu65h9sLA3EP8wqGfSgMCL8nkn6e/yDivs/lXfBl5F5sOS425NrV+rzkwn2ZF8EVPhP6vde+pCfuvhdme/7WzBruPnBiyrwa47XN/o0e5c51JD1TOq/kQgTmJWXTlYfUUXE6c/gWs134IGpoAT9cBhnnl5ERy+feGK9tIvZlPnXZz4QL6jWl08krcve2mXUlHY+jrbNmnNdWYdZs4d95Et5j4CgfgXlJoTc4Uo8w/KUfZmFpZs3wc1NSPbfmal3p+HpLUmfRPtzH+WVklPJFMOZry77MOZf5TBigrkI4unvPzBZyFGqc19bdEzNLQm89+2ytZWWDXktgTkiY0FNXOtW5Fn5+IKlbHIo1M0lqLOp6tjF/GYkqXxTjvLZhmUNSqD7JfZnnlrt3zOzMHIfwubFQX55L9Ejp7YXsM/aBhgzHSgTmRIR/6NlSkf1c0bkPrtCrvK+0h7kl6WARv62PYtCXkZhyXCzi2h0U7r+v6+y/cVwgDLuuSdpQOsJ0rHREKbu226Fnf9rTjBxyXHjDrm24L7yVmx37x5h12WyNh5kWPsS/71PUdvf7w8rLbNusi712xr7MWBAEJgAAEViHCQBABAITAIAIBCYAABEITAAAIrCsBJhDYe1konTmat/NL2LqAPgRPUxgzoStFlfdvROWeJzbVDqmDoCzCExg/mzo7LZq/R7DFVMHQA6BCcyfn2j45udD65hZ08yemJmHHX8uqndoZscxj0cCZhmBCSyAmOdTFuuEbcQ+V7qFY98eaG7rvF22bcO8IzCB+fNHFR671Wc/4pg6CnV6ku4WC0LAnigNUzZcx9wjMIH501Z4yHMIteJDoAfW6eNYuafU52TDtAkzbLEIWFYCzJnw3MRnYbi0qbOPLXom6e6QOpJOZ9IeKe1lNgplWa+yJXqXWBBsvg6gr+yxXdlTS9zdcmVr4ZmNh5Ke8IQSLAKGZAFcpC79eG8zG84NQZr1KtdEDxMLgiFZADF6Sh9qnujHB3M3xf1LLBB6mADOyd2/zGQPiG7kApLeJRYKgQmgn7WwDjPTk7SZG4qVpHVJh5NtFjA9DMkCOBXuU+5K+qWZ3XP3zVD0TNJ+qNOU9EBpDzMxs6NCuAJziVmyAABEYEgWAIAIBCYAABEITAAAIhCYAABEIDABAIhAYAIAEIHABAAgAoEJAECE/wecStkDddbZNwAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(gama_kE['MALL_0P0'], histtype='step', bins=np.arange(-24., -16.0, 0.25), label='All')\n", - "_ = pl.hist(gama_kE['MCOLOR_0P0'], histtype='step', bins=np.arange(-24., -16.0, 0.25), label='Color')\n", - "\n", - "pl.xlabel(r'$^{0.0}M$', fontsize=16)\n", - "pl.ylabel('$N$')\n", - "\n", - "pl.legend(frameon=False)" - ] - }, - { - "cell_type": "raw", - "id": "67a4b440", - "metadata": { - "papermill": { - "duration": 0.047145, - "end_time": "2022-03-01T13:09:45.660989", - "exception": false, - "start_time": "2022-03-01T13:09:45.613844", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "for idx in np.unique(gama_kE['REST_GMR_0P1_INDEX']):\n", - " fig, ax = plt.subplots(1,1,figsize=(10,10))\n", - " pl.sca(ax)\n", - " \n", - " isin = gama_kE['REST_GMR_0P1_INDEX'] == idx\n", - "\n", - " plt.scatter(gama_kE['ZGAMA'][isin], gama_kE['MCOLOR_0P0'][isin], s=0.25)\n", - "\n", - " plt.xlabel(r'$Z$')\n", - " plt.ylabel(r'MCOLOR_0P0')\n", - " plt.xlim(0.03, 0.27)\n", - " plt.ylim(-15., -22.5) \n", - " pl.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "006326af", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:45.824479Z", - "iopub.status.busy": "2022-03-01T13:09:45.818786Z", - "iopub.status.idle": "2022-03-01T13:09:47.179260Z", - "shell.execute_reply": "2022-03-01T13:09:47.180109Z" - }, - "papermill": { - "duration": 1.47942, - "end_time": "2022-03-01T13:09:47.180392", - "exception": false, - "start_time": "2022-03-01T13:09:45.700972", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(1,1,figsize=(10,10))\n", - "\n", - "pl.sca(ax)\n", - "\n", - "plt.scatter(gama_kE['ZGAMA'], gama_kE['MCOLOR_0P0'], c=gama_kE['REST_GMR_0P0'], s=0.25, vmin=0.0, vmax=1.0)\n", - "plt.xlabel(r'$z$')\n", - "plt.ylabel(r'$^{0.0}M_{\\rm Colour}$', fontsize=16)\n", - "\n", - "plt.xlim(0.03, 0.27)\n", - "plt.ylim(-15., -22.5)\n", - "\n", - "plt.colorbar(label = r'$^{0.0}(g-r)$')" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "2152fed6", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:47.511142Z", - "iopub.status.busy": "2022-03-01T13:09:47.509989Z", - "iopub.status.idle": "2022-03-01T13:09:48.826459Z", - "shell.execute_reply": "2022-03-01T13:09:48.827313Z" - }, - "papermill": { - "duration": 1.562855, - "end_time": "2022-03-01T13:09:48.827589", - "exception": false, - "start_time": "2022-03-01T13:09:47.264734", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(1,1,figsize=(10,10))\n", - "pl.sca(ax)\n", - "\n", - "plt.scatter(gama_kE['GMR'], gama_kE['REST_GMR_0P0'], c=gama_kE['ZGAMA'], s=0.25)\n", - "plt.xlabel(r'$(g-r)$')\n", - "plt.ylabel(r'$^{0.0}(g-r)$')\n", - "plt.xlim(-0.05, 2.0)\n", - "plt.ylim( 0.0, 1.5)\n", - "plt.colorbar(label='z')" - ] - }, - { - "cell_type": "markdown", - "id": "95a84e2f", - "metadata": { - "papermill": { - "duration": 0.061755, - "end_time": "2022-03-01T13:09:48.978848", - "exception": false, - "start_time": "2022-03-01T13:09:48.917093", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Done." - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Lumfn", - "language": "python", - "name": "lumfn" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.9" - }, - "papermill": { - "default_parameters": {}, - "duration": 11.937494, - "end_time": "2022-03-01T13:09:49.498770", - "environment_variables": {}, - "exception": null, - "input_path": "docs/nb/kE_catQA.ipynb", - "output_path": "test/pm_kE_catQA.ipynb", - "parameters": { - "survey": "gama" - }, - "start_time": "2022-03-01T13:09:37.561276", - "version": "2.3.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/test/pm_lumfn.ipynb b/test/pm_lumfn.ipynb deleted file mode 100644 index e8650a16..00000000 --- a/test/pm_lumfn.ipynb +++ /dev/null @@ -1,699 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "95215f52", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:57.038518Z", - "iopub.status.busy": "2022-03-01T13:09:57.037624Z", - "iopub.status.idle": "2022-03-01T13:09:57.041775Z", - "shell.execute_reply": "2022-03-01T13:09:57.042463Z" - 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"import numpy as np\n", - "\n", - "# from getdist import plots, MCSamples \n", - "from astropy.table import Table" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "df8f9466", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:58.569068Z", - "iopub.status.busy": "2022-03-01T13:09:58.568286Z", - "iopub.status.idle": "2022-03-01T13:09:58.571749Z", - "shell.execute_reply": "2022-03-01T13:09:58.571138Z" - }, - "papermill": { - "duration": 0.033519, - "end_time": "2022-03-01T13:09:58.571899", - "exception": false, - "start_time": "2022-03-01T13:09:58.538380", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "sys.path.append(os.environ['HOME'] + '/DESI/')" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "bfe94cb8", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:58.611526Z", - "iopub.status.busy": "2022-03-01T13:09:58.611103Z", - "iopub.status.idle": "2022-03-01T13:09:58.831211Z", - 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" - ], - "text/plain": [ - "\n", - " MEDIAN_M PHI_N PHI_N_ERROR PHI_IVMAX PHI_IVMAX_ERROR N V_ON_VMAX \n", - " float64 float64 float64 float64 float64 float64 float64 \n", - "------------------- ---------------------- ---------------------- --------------------- ---------------------- ------- --------------------\n", - " -25.4 0.0 0.0 0.0 0.0 0.0 --\n", - "-25.200000000000003 0.0 0.0 0.0 0.0 0.0 --\n", - " -25.0 0.0 0.0 0.0 0.0 0.0 --\n", - "-24.800000000000004 0.0 0.0 0.0 0.0 0.0 --\n", - " -24.6 0.0 0.0 0.0 0.0 0.0 --\n", - "-24.400000000000006 0.0 0.0 0.0 0.0 0.0 --\n", - "-24.200000000000003 0.0 0.0 0.0 0.0 0.0 --\n", - "-24.000000000000007 0.0 0.0 0.0 0.0 0.0 --\n", - "-23.800000000000004 0.0 0.0 0.0 0.0 0.0 --\n", - " -23.60000000000001 0.0 0.0 0.0 0.0 0.0 --\n", - "-23.400000000000006 0.0 0.0 0.0 0.0 0.0 --\n", - " -23.42293176064758 6.583415764087122e-07 6.583415764087122e-07 6.584922389746205e-07 6.584922389746205e-07 1.0 0.9997712006960888\n", - " ... ... ... ... ... ... ...\n", - "-18.210680967022103 0.001580678124957318 3.22587372440269e-05 0.012580438881076109 0.0002594531471564492 2401.0 0.12964537729372896\n", - "-18.005531487039228 0.0011863315206884996 2.794658053274875e-05 0.012409594762771885 0.00029482208472765846 1802.0 0.09813916342801689\n", - "-17.806770806245083 0.000992779097224338 2.5565362424426706e-05 0.01381931287635131 0.0003588176756506515 1508.0 0.07389117751531793\n", - " -17.60540082245031 0.0007972516490309505 2.2909908498671075e-05 0.014698315005989913 0.0004251688564666649 1211.0 0.05518194314959416\n", - "-17.403713154375016 0.0006827002147358345 2.1200234328510514e-05 0.016877688941591893 0.0005273854139469358 1037.0 0.041027935766775755\n", - "-17.212893850404157 0.0005516902410305008 1.9057823143510443e-05 0.018073731805247826 0.0006278194700539957 838.0 0.030985802528041846\n", - "-17.016257753703133 0.00035155440180225235 1.5213246828863214e-05 0.015731810903988393 0.0006850130616316443 534.0 0.022844181546381424\n", - "-16.806631082779923 0.00025543653164658033 1.2967825142119382e-05 0.01604767169743556 0.0008200072856345317 388.0 0.016161457253183884\n", - "-16.604055320370207 0.0002383196506599538 1.2525802748911848e-05 0.021058990156774846 0.001113913779532084 362.0 0.01144087266008334\n", - "-16.407765796266453 0.00020737759656874435 1.1684403871696542e-05 0.026579095532122038 0.001507698282257368 315.0 0.007817437918952234\n", - "-16.228752020563036 0.00010796801853102881 8.43088580882475e-06 0.0207362383674028 0.0016335749191855819 164.0 0.005359130088187801\n", - "-16.007578916653898 5.727571714755796e-05 6.140601429572092e-06 0.01942763995932177 0.002111248913362894 87.0 0.003012505265889661" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='lumfn', dryrun=dryrun, version=version, survey=survey)\n", - "gama_lf = Table.read(fpath)\n", - "\n", - "#gama_lf['S2N_N'] = gama_lf['PHI_N'] / gama_lf['PHI_N_ERROR']\n", - "#gama_lf['S2N_IVMAX'] = gama_lf['PHI_IVMAX'] / gama_lf['PHI_IVMAX_ERROR']\n", - "gama_lf" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "c777c0e9", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:59.213788Z", - "iopub.status.busy": "2022-03-01T13:09:59.212807Z", - "iopub.status.idle": "2022-03-01T13:09:59.502729Z", - "shell.execute_reply": "2022-03-01T13:09:59.503273Z" - }, - "papermill": { - "duration": 0.324774, - "end_time": "2022-03-01T13:09:59.503471", - "exception": false, - "start_time": "2022-03-01T13:09:59.178697", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_158793/68074749.py:6: RuntimeWarning: divide by zero encountered in log10\n", - " pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), gama_lf['PHI_N_ERROR'] / gama_lf['PHI_N'] / np.log(10.), label='RAW', alpha=0.4, lw=2)\n", - "/tmp/ipykernel_158793/68074749.py:6: RuntimeWarning: invalid value encountered in true_divide\n", - " pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), gama_lf['PHI_N_ERROR'] / gama_lf['PHI_N'] / np.log(10.), label='RAW', alpha=0.4, lw=2)\n", - "/tmp/ipykernel_158793/68074749.py:7: RuntimeWarning: divide by zero encountered in log10\n", - " pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), gama_lf['PHI_IVMAX_ERROR'] / gama_lf['PHI_IVMAX'] / np.log(10.), label='IVMAX', lw=2)\n", - "/tmp/ipykernel_158793/68074749.py:7: RuntimeWarning: invalid value encountered in true_divide\n", - " pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), gama_lf['PHI_IVMAX_ERROR'] / gama_lf['PHI_IVMAX'] / np.log(10.), label='IVMAX', lw=2)\n" - ] - }, - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'gama')" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "Ms = np.arange(-23., -15., 0.01)\n", - "sc = named_schechter(Ms, named_type='TMR')\n", - "\n", - "pl.plot(Ms, np.log10(sc), label='TMR', lw=2)\n", - "\n", - "pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), gama_lf['PHI_N_ERROR'] / gama_lf['PHI_N'] / np.log(10.), label='RAW', alpha=0.4, lw=2)\n", - "pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), gama_lf['PHI_IVMAX_ERROR'] / gama_lf['PHI_IVMAX'] / np.log(10.), label='IVMAX', lw=2)\n", - "\n", - "pl.xlabel(r'$M_r^e - 5 \\log_{10}|h|$')\n", - "pl.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} \\ {\\rm Mpc}^{3} \\ {\\rm Mag}^{}} \\right] $')\n", - "\n", - "pl.ylim(-4.25, -.75)\n", - "pl.xlim(-23., -15.5)\n", - "\n", - "pl.legend(frameon=True, loc=2)\n", - "pl.title(survey)" - ] - }, - { - "cell_type": "markdown", - "id": "c5719b22", - "metadata": { - "papermill": { - "duration": 0.020587, - "end_time": "2022-03-01T13:09:59.545906", - "exception": false, - "start_time": "2022-03-01T13:09:59.525319", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "## Cobaya" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "44c3e795", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:59.589913Z", - "iopub.status.busy": "2022-03-01T13:09:59.589389Z", - "iopub.status.idle": "2022-03-01T13:09:59.592118Z", - "shell.execute_reply": "2022-03-01T13:09:59.592503Z" - }, - "papermill": { - "duration": 0.027686, - "end_time": "2022-03-01T13:09:59.592634", - "exception": false, - "start_time": "2022-03-01T13:09:59.564948", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#root = '/cosma/home/durham/{}/data/GAMA4/cobaya/'.format(os.environ['USER'])" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "2e269260", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:59.630314Z", - "iopub.status.busy": "2022-03-01T13:09:59.629850Z", - "iopub.status.idle": "2022-03-01T13:09:59.632636Z", - "shell.execute_reply": "2022-03-01T13:09:59.632994Z" - }, - "papermill": { - "duration": 0.023404, - "end_time": "2022-03-01T13:09:59.633109", - "exception": false, - "start_time": "2022-03-01T13:09:59.609705", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#dat = Table.read(root + 'schechter_chain.1.txt', format='ascii') " - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "d5c012ce", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:59.666604Z", - "iopub.status.busy": "2022-03-01T13:09:59.666180Z", - "iopub.status.idle": "2022-03-01T13:09:59.669031Z", - "shell.execute_reply": "2022-03-01T13:09:59.668553Z" - }, - "papermill": { - "duration": 0.02177, - "end_time": "2022-03-01T13:09:59.669127", - "exception": false, - "start_time": "2022-03-01T13:09:59.647357", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#samples = np.c_[dat['log10phistar'], dat['Mstar'], dat['alpha']]" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "563d77d3", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:59.702964Z", - "iopub.status.busy": "2022-03-01T13:09:59.702501Z", - "iopub.status.idle": "2022-03-01T13:09:59.705437Z", - "shell.execute_reply": "2022-03-01T13:09:59.705771Z" - }, - "papermill": { - "duration": 0.022141, - "end_time": "2022-03-01T13:09:59.705876", - "exception": false, - "start_time": "2022-03-01T13:09:59.683735", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#samples = MCSamples(samples=samples, names=['log10phistar', 'Mstar', 'alpha'], labels=['log10phistar', 'Mstar', 'alpha'])" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "cb8c49f0", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:59.741556Z", - "iopub.status.busy": "2022-03-01T13:09:59.741006Z", - "iopub.status.idle": "2022-03-01T13:09:59.743798Z", - "shell.execute_reply": "2022-03-01T13:09:59.744145Z" - }, - "papermill": { - "duration": 0.023579, - "end_time": "2022-03-01T13:09:59.744265", - "exception": false, - "start_time": "2022-03-01T13:09:59.720686", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "tmr_ref = {'log10phistar': -2.01, 'Mstar': -20.89, 'alpha': -1.25}" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "84d194c1", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:59.791099Z", - "iopub.status.busy": "2022-03-01T13:09:59.790400Z", - "iopub.status.idle": "2022-03-01T13:09:59.793387Z", - "shell.execute_reply": "2022-03-01T13:09:59.793919Z" - }, - "papermill": { - "duration": 0.034777, - "end_time": "2022-03-01T13:09:59.794081", - "exception": false, - "start_time": "2022-03-01T13:09:59.759304", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#g = plots.get_subplot_plotter()" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "0c6cebcf", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:59.841949Z", - "iopub.status.busy": "2022-03-01T13:09:59.841416Z", - "iopub.status.idle": "2022-03-01T13:09:59.843879Z", - "shell.execute_reply": "2022-03-01T13:09:59.844306Z" - }, - "papermill": { - "duration": 0.028058, - "end_time": "2022-03-01T13:09:59.844438", - "exception": false, - "start_time": "2022-03-01T13:09:59.816380", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#g.triangle_plot([samples], filled=True) " - ] - }, - { - "cell_type": "markdown", - "id": "e6b4de7a", - "metadata": { - "papermill": { - "duration": 0.017946, - "end_time": "2022-03-01T13:09:59.881366", - "exception": false, - "start_time": "2022-03-01T13:09:59.863420", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Done." - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Lumfn", - "language": "python", - "name": "lumfn" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.9" - }, - "papermill": { - "default_parameters": {}, - "duration": 4.448546, - "end_time": "2022-03-01T13:10:00.318365", - "environment_variables": {}, - "exception": null, - "input_path": "docs/nb/lumfn.ipynb", - "output_path": "test/pm_lumfn.ipynb", - "parameters": { - "survey": "gama" - }, - "start_time": "2022-03-01T13:09:55.869819", - "version": "2.3.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/test/pm_randoms_n8_G12_qa.ipynb b/test/pm_randoms_n8_G12_qa.ipynb deleted file mode 100644 index 3473b55f..00000000 --- a/test/pm_randoms_n8_G12_qa.ipynb +++ /dev/null @@ -1,2463 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "4d4bdb0d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:18.498340Z", - "iopub.status.busy": "2022-03-01T13:00:18.497582Z", - "iopub.status.idle": "2022-03-01T13:00:20.088016Z", - "shell.execute_reply": "2022-03-01T13:00:20.086931Z" - }, - "papermill": { - "duration": 1.661254, - "end_time": "2022-03-01T13:00:20.088277", - "exception": false, - "start_time": "2022-03-01T13:00:18.427023", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "import fitsio\n", - "import pylab as pl\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import astropy.io.fits as fits\n", - "import matplotlib as mpl\n", - "\n", - "from astropy.table import Table" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "a502e89a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:20.403910Z", - "iopub.status.busy": "2022-03-01T13:00:20.403138Z", - "iopub.status.idle": "2022-03-01T13:00:20.408377Z", - "shell.execute_reply": "2022-03-01T13:00:20.407701Z" - }, - "papermill": { - "duration": 0.070613, - "end_time": "2022-03-01T13:00:20.408541", - "exception": false, - "start_time": "2022-03-01T13:00:20.337928", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/cosma/home/durham/dc-moor2/DESI\n", - "/cosma/home/durham\n" - ] - } - ], - "source": [ - "cwd = os.getcwd()\n", - "code_root = '/'.join(x for x in cwd.split('/')[:-2])\n", - "\n", - "sys.path.append(code_root)\n", - "\n", - "print(cwd)\n", - "print(code_root)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "dbd911e2", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:20.514498Z", - "iopub.status.busy": "2022-03-01T13:00:20.513357Z", - "iopub.status.idle": "2022-03-01T13:00:21.003280Z", - "shell.execute_reply": "2022-03-01T13:00:21.004197Z" - }, - "papermill": { - "duration": 0.553197, - "end_time": "2022-03-01T13:00:21.004508", - "exception": false, - "start_time": "2022-03-01T13:00:20.451311", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import pubplot\n", - "\n", - "from cosmo import cosmo, fsky\n", - "from cartesian import rotate\n", - "from findfile import findfile\n", - "from poisson import fillfactor_expectation, fillfactor_poisson" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "56a9af6f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:21.236124Z", - "iopub.status.busy": "2022-03-01T13:00:21.235403Z", - "iopub.status.idle": "2022-03-01T13:00:21.238959Z", - "shell.execute_reply": "2022-03-01T13:00:21.238393Z" - }, - "papermill": { - "duration": 0.077608, - "end_time": "2022-03-01T13:00:21.239115", - "exception": false, - "start_time": "2022-03-01T13:00:21.161507", - "status": "completed" - }, - "tags": [ - "parameters" - ] - }, - "outputs": [], - "source": [ - "# update pytest\n", - "\n", - "survey = 'gama'\n", - "field = 'G9'\n", - "dryrun = False\n", - "realz = 0\n", - "version = 'latest'" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "a7301093", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:21.316246Z", - "iopub.status.busy": "2022-03-01T13:00:21.315756Z", - "iopub.status.idle": "2022-03-01T13:00:21.318846Z", - "shell.execute_reply": "2022-03-01T13:00:21.319215Z" - }, - "papermill": { - "duration": 0.040907, - "end_time": "2022-03-01T13:00:21.319340", - "exception": false, - "start_time": "2022-03-01T13:00:21.278433", - "status": "completed" - }, - "tags": [ - "injected-parameters" - ] - }, - "outputs": [], - "source": [ - "# Parameters\n", - "field = \"G12\"\n", - "survey = \"gama\"\n" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "d0fd39e6", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:21.379442Z", - "iopub.status.busy": "2022-03-01T13:00:21.379011Z", - "iopub.status.idle": "2022-03-01T13:00:21.382211Z", - "shell.execute_reply": "2022-03-01T13:00:21.382560Z" - }, - "papermill": { - "duration": 0.035734, - "end_time": "2022-03-01T13:00:21.382683", - "exception": false, - "start_time": "2022-03-01T13:00:21.346949", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "nbar = 2.\n", - "radius = 8." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "9b287a86", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:21.440778Z", - "iopub.status.busy": "2022-03-01T13:00:21.440339Z", - "iopub.status.idle": "2022-03-01T13:00:23.739189Z", - "shell.execute_reply": "2022-03-01T13:00:23.740048Z" - }, - "papermill": { - "duration": 2.33139, - "end_time": "2022-03-01T13:00:23.740323", - "exception": false, - "start_time": "2022-03-01T13:00:21.408933", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n" - ] - }, - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 10127636),\n", - " ('FIELD', 'G12'),\n", - " ('AREA', 60.0),\n", - " ('VOL', 2531908.950723488),\n", - " ('RAND_DENS', 4.00000007784879),\n", - " ('VOL8', 2144.660584850632),\n", - " ('NRAND8', 8578.642506361759),\n", - " ('NRAND8_PERR', 92.62096148476196),\n", - " ('EXTNAME', 'RANDOMS')])" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='randoms', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "rand = Table.read(fpath)\n", - "rand.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "efc61629", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:23.844959Z", - "iopub.status.busy": "2022-03-01T13:00:23.844350Z", - "iopub.status.idle": "2022-03-01T13:00:23.847976Z", - "shell.execute_reply": "2022-03-01T13:00:23.848510Z" - }, - "papermill": { - "duration": 0.053824, - "end_time": "2022-03-01T13:00:23.848655", - "exception": false, - "start_time": "2022-03-01T13:00:23.794831", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "'/cosma/home/durham/dc-moor2/data/v4/randoms/randoms_G12_0.fits'" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "f2231ede", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:23.920974Z", - "iopub.status.busy": "2022-03-01T13:00:23.920522Z", - "iopub.status.idle": "2022-03-01T13:00:26.601242Z", - "shell.execute_reply": "2022-03-01T13:00:26.602102Z" - }, - "papermill": { - "duration": 2.718658, - "end_time": "2022-03-01T13:00:26.602376", - "exception": false, - "start_time": "2022-03-01T13:00:23.883718", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 10127636),\n", - " ('FIELD', 'G12'),\n", - " ('AREA', 60.0),\n", - " ('VOL', 2531908.950723488),\n", - " ('RAND_DENS', 4.00000007784879),\n", - " ('VOL8', 2144.660584850632),\n", - " ('NRAND8', 8578.642506361759),\n", - " ('NRAND8_PERR', 92.62096148476196),\n", - " ('EXTNAME', 'RANDOMS'),\n", - " ('RSPHERE', 8.0)])" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='randoms_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "rand = Table.read(fpath)\n", - "rand.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "7be42d53", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:26.708062Z", - "iopub.status.busy": "2022-03-01T13:00:26.707446Z", - "iopub.status.idle": "2022-03-01T13:00:30.430296Z", - "shell.execute_reply": "2022-03-01T13:00:30.430715Z" - }, - "papermill": { - "duration": 3.772748, - "end_time": "2022-03-01T13:00:30.431004", - "exception": false, - "start_time": "2022-03-01T13:00:26.658256", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 10127636),\n", - " ('FIELD', 'G12'),\n", - " ('AREA', 60.0),\n", - " ('VOL', 2531908.950723488),\n", - " ('RAND_DENS', 4.00000007784879),\n", - " ('VOL8', 2144.660584850632),\n", - " ('NRAND8', 8578.642506361759),\n", - " ('NRAND8_PERR', 92.62096148476196),\n", - " ('EXTNAME', 'RANDOMS'),\n", - " ('RSPHERE', 8.0)])" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='randoms_bd', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "rand = Table.read(fpath)\n", - "rand.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "56a9ff14", - 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"duration": 7.499586, - "end_time": "2022-03-01T13:00:38.073771", - "exception": false, - "start_time": "2022-03-01T13:00:30.574185", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 10127636),\n", - " ('FIELD', 'G12'),\n", - " ('AREA', 180.0),\n", - " ('VOL', 2531908.950723488),\n", - " ('RAND_DENS', 4.00000007784879),\n", - " ('VOL8', 2144.660584850632),\n", - " ('NRAND8', 8578.642506361759),\n", - " ('NRAND8_PERR', 92.62096148476196),\n", - " ('EXTNAME', 'TilingCat'),\n", - " ('RSPHERE', 8.0),\n", - " ('TCOMM1', 'GAMA ID'),\n", - " ('TUCD1', 'meta.id;meta.main'),\n", - " ('TCOMM2', 'SDSS objid'),\n", - " ('TUCD2', 'meta.id'),\n", - " ('TCOMM3', 'J2000 coordinate'),\n", - " ('TUCD3', 'pos.eq.ra'),\n", - " ('TCOMM4', 'J2000 coordinate'),\n", - " ('TUCD4', 'pos.eq.dec'),\n", - " ('TCOMM5', '3-arcsec fiber magnitude'),\n", - " ('TUCD5', 'phot.mag;em.opt.R'),\n", - " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", - " ('TUCD6', 'phot.mag;em.opt.R'),\n", - " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD7', 'phot.mag;em.opt.U'),\n", - " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD8', 'phot.mag;em.opt.B'),\n", - " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD9', 'phot.mag;em.opt.R'),\n", - " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD10', 'phot.mag;em.opt.I'),\n", - " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD11', 'phot.mag;em.opt.I'),\n", - " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", - " ('TUCD12', 'meta.code;meta.dataset'),\n", - " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", - " ('TUCD13', 'src.redshift'),\n", - " ('TCOMM14', 'Quality of redshift'),\n", - " ('TUCD14', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", - " ('TUCD15', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", - " ('TUCD16', 'meta.id.cross;spect'),\n", - " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", - " ('TUCD17', 'src.redshift;stat.error'),\n", - " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", - " ('TUCD18', 'meta.number;spect'),\n", - " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", - " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", - " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", - " ('TUCD20', 'src.class.starGalaxy'),\n", - " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", - " ('TUCD21', 'src.class.starGalaxy'),\n", - " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", - " ('TUCD22', 'phot.mag;em.IR.K'),\n", - " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", - " ('TUCD23', 'phot.flux.density;em.radio'),\n", - " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", - " ('TUCD24', 'meta.code'),\n", - " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", - " ('TUCD25', 'meta.code'),\n", - " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", - " ('TUCD26', 'meta.code'),\n", - " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", - " ('TUCD27', 'meta.code.class'),\n", - " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", - " ('TUCD28', 'meta.code.class'),\n", - " ('TCOMM29', 'Priorities for targeting, see notes'),\n", - " ('TUCD29', 'meta.code.class'),\n", - " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", - " ('TUCD30', 'meta.code.class'),\n", - " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", - " ('TUCD31', 'meta.code.cross'),\n", - " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", - " ('TUCD32', 'meta.code'),\n", - " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", - " ('TUCD33', 'meta.code'),\n", - " ('TCOMM34', 'Visual classification, see notes'),\n", - " ('TUCD34', 'mata.code.qual'),\n", - " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", - " ('TUCD35', 'meta.id'),\n", - " ('DATE-HDU', '2015-09-04T13:22:37'),\n", - " ('STILVERS', '3.0-8'),\n", - " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", - " ('DMU', 'EqInputCat'),\n", - " ('NAME', 'TilingCat'),\n", - " ('VERSION', 'v46'),\n", - " ('DATE', '2015-05-22'),\n", - " ('CONTACT', 'Ivan Baldry '),\n", - " ('GOLD_NGAL', 113687),\n", - " ('DDP1_ZMIN', 0.0390699990093708),\n", - " ('DDP1_ZMAX', 0.2629899978637695),\n", - " ('DDP1_VZ', 7594754.153764196),\n", - " ('DDP1ZLIMS_NGAL', 113687),\n", - " ('DDP1_NGAL', 45293),\n", - " ('DDP1_DENS', 0.005963721679858641),\n", - " ('DDP2_ZMIN', 0.03914999961853027),\n", - " ('DDP2_ZMAX', 0.1937000006437302),\n", - " ('DDP2_VZ', 3156659.558717707),\n", - " ('DDP2ZLIMS_NGAL', 73942),\n", - " ('DDP2_NGAL', 33396),\n", - " ('DDP2_DENS', 0.01057953807776663),\n", - " ('DDP3_ZMIN', 0.03903000056743622),\n", - " ('DDP3_ZMAX', 0.1015800014138222),\n", - " ('DDP3_VZ', 457819.2340050841),\n", - " ('DDP3ZLIMS_NGAL', 18121),\n", - " ('DDP3_NGAL', 8842),\n", - " ('DDP3_DENS', 0.01931329953669401),\n", - " ('TMR_DDP1', '[-21.8, -20.1]'),\n", - " ('TMR_DDP2', '[-20.6, -19.3]'),\n", - " ('TMR_DDP3', '[-19.6, -17.8]'),\n", - " ('D80LIMS', '[-1.0, -0.75]'),\n", - " ('D81LIMS', '[-0.75, -0.55]'),\n", - " ('D82LIMS', '[-0.55, -0.4]'),\n", - " ('D83LIMS', '[-0.4, 0.0]'),\n", - " ('D84LIMS', '[0.0, 0.7]'),\n", - " ('D85LIMS', '[0.7, 1.6]'),\n", - " ('D86LIMS', '[1.6, 2.9]'),\n", - " ('D87LIMS', '[2.9, 4.0]'),\n", - " ('D88LIMS', '[4.0, 10000.0]'),\n", - " ('DDP1_d0_VOLFRAC', '1.977538e-01'),\n", - " ('DDP1_d0_TIERMEDd8', '-9.197605e-01'),\n", - " ('DDP1_d1_VOLFRAC', '8.530462e-02'),\n", - " ('DDP1_d1_TIERMEDd8', '-6.659750e-01'),\n", - " ('DDP1_d2_VOLFRAC', '6.812855e-02'),\n", - " ('DDP1_d2_TIERMEDd8', '-4.902682e-01'),\n", - " ('DDP1_d3_VOLFRAC', '1.283753e-01'),\n", - " ('DDP1_d3_TIERMEDd8', '-2.181489e-01'),\n", - " ('DDP1_d4_VOLFRAC', '1.355829e-01'),\n", - " ('DDP1_d4_TIERMEDd8', '2.509618e-01'),\n", - " ('DDP1_d5_VOLFRAC', '8.709331e-02'),\n", - " ('DDP1_d5_TIERMEDd8', '1.044885e+00'),\n", - " ('DDP1_d6_VOLFRAC', '4.939042e-02'),\n", - " ('DDP1_d6_TIERMEDd8', '2.049219e+00'),\n", - " ('DDP1_d7_VOLFRAC', '1.561786e-02'),\n", - " ('DDP1_d7_TIERMEDd8', '3.300181e+00'),\n", - " ('DDP1_d8_VOLFRAC', '9.553090e-03'),\n", - " ('DDP1_d8_TIERMEDd8', '4.629328e+00'),\n", - " ('comments',\n", - " ['Science targets and information for tiling and spectroscopic',\n", - " 'observation.'])])" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "\n", - "rand = Table.read(fpath)\n", - "rand.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "a169c202", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:38.142261Z", - "iopub.status.busy": "2022-03-01T13:00:38.141754Z", - "iopub.status.idle": "2022-03-01T13:00:45.273883Z", - "shell.execute_reply": "2022-03-01T13:00:45.273185Z" - }, - "papermill": { - "duration": 7.167918, - "end_time": "2022-03-01T13:00:45.274058", - "exception": false, - "start_time": "2022-03-01T13:00:38.106140", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=BOUNDARY not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - } - ], - "source": [ - "# also tried ftype='randoms'\n", - "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "bound = Table.read(fpath, 'BOUNDARY')" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "4a59ef0b", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:45.371718Z", - "iopub.status.busy": "2022-03-01T13:00:45.368965Z", - "iopub.status.idle": "2022-03-01T13:00:50.447100Z", - "shell.execute_reply": "2022-03-01T13:00:50.447501Z" - }, - "papermill": { - "duration": 5.127021, - "end_time": "2022-03-01T13:00:50.447653", - "exception": false, - "start_time": "2022-03-01T13:00:45.320632", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'DEC [deg.]')" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "pl.plot(rand['RANDOM_RA'][::10], rand['RANDOM_DEC'][::10], marker=',', lw=0.0, c='k')\n", - "pl.plot(bound['RANDOM_RA'], bound['RANDOM_DEC'], marker=',', lw=0.0, c='cyan')\n", - "pl.xlabel('RA [deg.]')\n", - "pl.ylabel('DEC [deg.]')" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "2e6f064c", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:50.534375Z", - "iopub.status.busy": "2022-03-01T13:00:50.530611Z", - "iopub.status.idle": "2022-03-01T13:00:54.074173Z", - "shell.execute_reply": "2022-03-01T13:00:54.074544Z" - }, - "papermill": { - "duration": 3.59393, - "end_time": "2022-03-01T13:00:54.074690", - "exception": false, - "start_time": "2022-03-01T13:00:50.480760", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'V')" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['V'], bins=100, histtype='step', color='k')\n", - "_ = pl.hist(bound['V'], bins=100, histtype='step', color='c')\n", - "\n", - "#_ = pl.hist(rand['V'][rand['IS_BOUNDARY'].astype(bool)], bins=100, histtype='step', color='c')\n", - "\n", - "pl.xlabel('V')" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "5bd0dc34", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:54.177049Z", - "iopub.status.busy": "2022-03-01T13:00:54.168182Z", - "iopub.status.idle": "2022-03-01T13:00:56.182260Z", - "shell.execute_reply": "2022-03-01T13:00:56.182639Z" - }, - "papermill": { - "duration": 2.074449, - "end_time": "2022-03-01T13:00:56.182800", - "exception": false, - "start_time": "2022-03-01T13:00:54.108351", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.0, 0.6)" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['Z'], bins=100, histtype='step', color='k')\n", - "\n", - "pl.axvline(300. / 2.9979e5, lw=0.5, c='k')\n", - "\n", - "pl.yscale('log')\n", - "pl.xlabel('$z$')\n", - "\n", - "pl.xlim(0.0, 0.6)" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "af02e2ae", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:56.272059Z", - "iopub.status.busy": "2022-03-01T13:00:56.271494Z", - "iopub.status.idle": "2022-03-01T13:00:59.009331Z", - "shell.execute_reply": "2022-03-01T13:00:59.008872Z" - }, - "papermill": { - "duration": 2.791561, - "end_time": "2022-03-01T13:00:59.009450", - "exception": false, - "start_time": "2022-03-01T13:00:56.217889", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "pos = np.c_[rand['ROTCARTESIAN_X'], rand['ROTCARTESIAN_Y'], rand['ROTCARTESIAN_Z']]\n", - "pos_bound = np.c_[bound['ROTCARTESIAN_X'], bound['ROTCARTESIAN_Y'], bound['ROTCARTESIAN_Z']]" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "a4fcf255", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:59.109766Z", - "iopub.status.busy": "2022-03-01T13:00:59.108866Z", - "iopub.status.idle": "2022-03-01T13:00:59.584032Z", - "shell.execute_reply": "2022-03-01T13:00:59.584412Z" - }, - "papermill": { - "duration": 0.539783, - "end_time": "2022-03-01T13:00:59.584561", - "exception": false, - "start_time": "2022-03-01T13:00:59.044778", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, '$y$')" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "pl.plot(pos[::10,0], pos[::10,1], marker=',', lw=0.0, c='k')\n", - "\n", - "pl.xlabel('$x$')\n", - "pl.ylabel('$y$')" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "cecd2406", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:59.664265Z", - "iopub.status.busy": "2022-03-01T13:00:59.661392Z", - "iopub.status.idle": "2022-03-01T13:01:02.773507Z", - "shell.execute_reply": "2022-03-01T13:01:02.774457Z" - }, - "papermill": { - "duration": 3.155059, - "end_time": "2022-03-01T13:01:02.774774", - "exception": false, - "start_time": "2022-03-01T13:00:59.619715", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, '$y$')" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(10,10))\n", - "ax = fig.add_subplot(projection='3d')\n", - "\n", - "ax.scatter(pos[::10, 0],\\\n", - " pos[::10, 1],\\\n", - " pos[::10, 2],\\\n", - " marker='.',\\\n", - " lw=0.0)\n", - "\n", - "ax.set_xlim(0.0, 1000.)" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "a3af928e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:01:09.151062Z", - "iopub.status.busy": "2022-03-01T13:01:09.141521Z", - "iopub.status.idle": "2022-03-01T13:01:15.622747Z", - "shell.execute_reply": "2022-03-01T13:01:15.623597Z" - }, - "papermill": { - "duration": 6.57338, - "end_time": "2022-03-01T13:01:15.623884", - "exception": false, - "start_time": "2022-03-01T13:01:09.050504", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.0, 1000.0)" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(10,10))\n", - "ax = fig.add_subplot(projection='3d')\n", - "\n", - "ax.scatter(pos_bound[:,0][::10],\\\n", - " pos_bound[:,1][::10],\\\n", - " pos_bound[:,2][::10],\\\n", - " marker='.',\\\n", - " lw=0.0)\n", - "\n", - "ax.set_xlim(0.0, 1000.)" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "id": "5d6f08ee", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:01:15.759578Z", - "iopub.status.busy": "2022-03-01T13:01:15.759087Z", - "iopub.status.idle": "2022-03-01T13:01:16.337307Z", - "shell.execute_reply": "2022-03-01T13:01:16.338159Z" - }, - "papermill": { - "duration": 0.639375, - "end_time": "2022-03-01T13:01:16.338436", - "exception": false, - "start_time": "2022-03-01T13:01:15.699061", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "0.00999996445369877" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.mean(rand['V'] < np.percentile(rand['V'], 1.))" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "id": "59bea81f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:01:16.500222Z", - "iopub.status.busy": "2022-03-01T13:01:16.499548Z", - "iopub.status.idle": "2022-03-01T13:01:16.503054Z", - "shell.execute_reply": "2022-03-01T13:01:16.502414Z" - }, - "papermill": { - "duration": 0.089302, - "end_time": "2022-03-01T13:01:16.503188", - "exception": false, - "start_time": "2022-03-01T13:01:16.413886", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "('RANDOM_RA',\n", - " 'RANDOM_DEC',\n", - " 'Z',\n", - " 'V',\n", - " 'RANDID',\n", - " 'FIELD',\n", - " 'GAMA_FIELD',\n", - " 'CARTESIAN_X',\n", - " 'CARTESIAN_Y',\n", - " 'CARTESIAN_Z',\n", - " 'ROTCARTESIAN_X',\n", - " 'ROTCARTESIAN_Y',\n", - " 'ROTCARTESIAN_Z',\n", - " 'RAND_N8',\n", - " 'FILLFACTOR',\n", - " 'BOUND_DIST',\n", - " 'BOUNDID',\n", - " 'FILLFACTOR_POISSON',\n", - " 'DDP1_N8',\n", - " 'DDP2_N8',\n", - " 'DDP3_N8',\n", - " 'IN_DDP1',\n", - " 'IN_DDP2',\n", - " 'IN_DDP3',\n", - " 'DDP1_DELTA8',\n", - " 'DDP2_DELTA8',\n", - " 'DDP3_DELTA8',\n", - " 'DDP1_DELTA8_TIER')" - ] - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rand.dtype.names" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "id": "85da98af", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:01:16.610249Z", - "iopub.status.busy": "2022-03-01T13:01:16.609821Z", - "iopub.status.idle": "2022-03-01T13:01:16.962424Z", - "shell.execute_reply": "2022-03-01T13:01:16.963203Z" - }, - "papermill": { - "duration": 0.40477, - "end_time": "2022-03-01T13:01:16.963457", - "exception": false, - "start_time": "2022-03-01T13:01:16.558687", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(1095, 9012)" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rand['RAND_N8'].data.min(), rand['RAND_N8'].data.max()" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "6d2d1324", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:01:17.147932Z", - "iopub.status.busy": "2022-03-01T13:01:17.124211Z", - "iopub.status.idle": "2022-03-01T13:01:18.476209Z", - "shell.execute_reply": "2022-03-01T13:01:18.477174Z" - }, - "papermill": { - "duration": 1.434805, - "end_time": "2022-03-01T13:01:18.477551", - "exception": false, - "start_time": "2022-03-01T13:01:17.042746", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(50.0, 2500.0)" - ] - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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kzc7wjK3zb18x4Ppu/MSxydefnXeETpwe0eWnHSVJmjl1go4+dFKy/I7L5idff/9vT8q57qXiVzsRAA5QlTc+qE1ZDoIb9stnN2n33i598Zctg1KPOR+YpMULZiXvwfruxXOTwSVJj19/lo6fdvCgbKuUCC8AGAQ9Jm0NPfQxG3c+s1Hf/P2LveY99sq2gurx0yvjYw3OmDpBG265oKB1HciG5LShc65WUrukqCSZWcNQbBdA+bq9aZ1ub1qvR7+2QLMqJg7KOn/4+KuqmDhWF598ZHJex9t79aVftqjxS6fnvL7Gls3aEntPj67Zpn3dpoYr5uuIyQfJzDTzxj/0Wf74bz2sd9/vTruuUSOcuoL7u8JuOH+OrjpjpkY4px6zXkM4DdUNw6VQ9PByzi2R9JyZNSamnXOLEtMABl/DijYd/YFJOnvOoaWuSlqLfvS0Jo0bpZ///Slpy2/87QtafGalnmrbrpt+96Jav3Werm9s1dSJY3XFR47ScR88WLc3rZcknfvdJyVJG2/9ZFbbfurV7brsJys1ZcIYtdy8UFJ86KVv/2GNXn4jPj7gwy9t1W2LPqwpE8fq2nueV/OmnVqxrkM1dzXry2fN1jXnHp2s569XvabrzztGktTW8Y4uaXhWD//Tx3TsYQfr+4+u0+ud7yW3fcaSx1U5dYLat6c/vdhfcEnSX/7lPH3l7tXauONd3ffVj2pkEEwHjRlZ1iHVH2fWN8kHdQPO7TSzyaHpakl1ZrYw0/uqqqqsubm5qHUDSu2Wh9boqjNm6tBJ4wpaz/2tWzRp3CgdOXm8/vjyNi19eK3mHhnRfV/5qCSpZdNOrXljlz4XuvbRsqlTa7fu1t+dOl3feWStLj11ug6PjNfWt/bozmc2qvbjx/a3OTWsaNOZx1To2MOyu3Zyz6rXNHPqBJ1aOUWNLZt1/bL42Hsv/uv5eurV7br2nuf1mbnTtHbbbkXGj9aT6zq05LMnqO43L6Rd35Wnz9Avnt7Ya95lp07XS1t26e09+9TW8Y5OmRnV3n3dGjHCqafH1Lr5rT7rufXCEzT/qMla+L30nSAuqTpS9za/3mf+tEPGaUuOpwhz1fLNao0dPVI3LGvVQy9u1cZbP6k9+7rV3WOacIDfg5XgnGsxs6qirLuY4eWcmyfp0ZTwmiepxcwyflUgvDDU7l65SQuOqdARkw+SFD9d9EDrFv3DGTMHfO9dz2zUYYeMV1d3jzbseEeXn3aUJo0brZ4e0w8ef1WLF1Sq7c131NaxW+NGj9SUiWM0b/rk5CMqFi+o1CHjR2vVhk4dFT1Ip1ZO0QUnfFCS9IPH1mvG1Ana+c77+vlTG9V03QI9t7FTe7p6tHbrLjW2bNa6bbslSR87eqr+tH67JGnukRHVfXyONne+p9rfxB/3/sUFs/TjJ9t61f0/r6jS1XfGP2uTxo1SdMIYbdrxrhoun6/7W7doxboO3XjBcbr0lOla88Yufb9pvR4Oxth79GsLdO53n9TfnHS4DhozUn9av137uns0cewovbO3S1895+jkjbVS70Ff0dvdXzhVl/1kZXI60ZLc192jHbvf12GHFPYFpxR8Dq9qSfVmNis0r1JSm6TJZhbr773TZv+VXfWde4tWNyDVXc9u0tSJY/SJD8VD47mNnXpl69u9emplem/YucceqmmR8eo2069WvqYLTzpcv33+/3otc/lpR/V5X2p5unVfesr0XiOID5V09R07aoT2dvUMeV2GWmXFBLV39D3Vd9L0SK8HP4YddvA4bd0Vb53deuEJ+vpvX0iu61ufOl5PrO3QL57eqFU3nat1W3frjKOn6rZHXtEPH29Lnnb0nc/htUjSkpTwikjaKWmWmbWnLF8jqSaYnCNpbdEq55+pkraXuhKeYF/lhv2VG/ZX9uaY2aSBF8tdsU+cxhT0MAxJTHemLhz0QqQnYhrOueZifYMpN+yr3LC/csP+yp5zrmjXfop9n1enpEjKvIgkZTplCABAJkUNLzNbrXjrKywqqamY2wUAlLehGGGjIbj2lbBQUv0QbLfccDo1e+yr3LC/csP+yl7R9lXR7/OSeo2wUSkpxggbAIBCDEl4AfkKWu0nm1ldmrKMw44VWu6b/vZVML9SUqPi16FrJDWGe/sOt30F//lxm3aZ4qDSv+AewXmKn2ZuT1OecdixQst9MtC+UvxvY0nwE5N0dcrf2LDZV2HBZ0eSTlb891uappwvR4FM+6skxzIz46dEP8F/sAU/OyUtSilfEp6X63Q5/AS/U32a+TtTpqslLR+sch9/MuyrGsV7+Vb2877huK/qU6ZbJNWm7Mu8P3vl9tnMYn8N+bGMR6KU3mTFb9iebH2/ydakzFsuaXEO5WUpGGIsVafiB9WCy8uRmcUsZVAAaXjuq2CghFjK7Hrl9tkaNp/NLPeXNMTHMsKrxDio5CWqvje5x6TkB63Q8rLjnKtxzi0K/q0NFQ3HfRWVVBsMVRdWKfHlKI2M+ythqI9lXPMqsWBIrE7F/0Aitv88ckEHFSvvm8AjaeYl9kV0EMpjedfswNQkqTPxN+Gcq3fO1Vj8mkIkzfJlva/MrN05Nz/lQLtQ++8/LeqXI98+m1nsL0lDfywjvEqLg0p+Yso87Fih5WUlzbfh5YpfU2jQMN1XFh9AQVLyAFotaX4wK5LmLcP6y9EA+0sqwbGM04YlZGbtKd8qlktKdHOOaRgeVLI00LBjhZaXDedcxDlnKaf4Ytp/yod9JS2TdG4o5GPiy1EmqfurJMcywqtEOKjkzwYYdqzQ8jJUl/I3USlptcS+Cm4DqAu3LMSXo36l21+lOpYRXqXFQSV/Aw07Vmh5Wejnw3+RpFtC08NyXwW/0/LEgTjRcYAvR+n1t78CQ34sI7xKhINKZs65eUGvuEWSLnbO1YY/LBYfRaIy6EFXK6kt3NW20HKfDLSvFP87qQ16GibuBRuW+yohuLE7Kqk5aDlUSroktAhfjkIy7a9SHcsYHqqEgmZ2jeLfOmYpNIpBaJmM40IOVA6gN7f/gbipGs3sotByBX32yuWzmc3+KsWxjPACAHiH04YAAO8QXgAA7xBeAADvEF4AAO8QXgAA7xBeAADvEF5AEQU3By8Phs9p6WeZRPlO55y3N7ICQ4n7vIAiC0a7uFHxETDmp4yjl1hmmaSrfR/7DhgqtLyA4quWdHXwur+nwz5HcAHZI7yAIRAEU4PiQ+j00s9j1gFkQHgBQ6deSj5xNqxano84Dgw1wgsoouB6V/jREO3qe+qwMs3TjgFkQHgBxVUlqTk0XS9pXvBICQB5IryA4oqkdMRIPOZhscT1LiBfo0pdAWA4MbOYc65R8Y4bdYq3zHpd7wpONVYp/nj0SsWfm8RpRSCE8AKKJDg1mC506iUtCp4cW2lmqZ01qs1saWg99eq/iz0wLHHaECietL0Ig7CKqf9AWhycTgTQD8ILKJ7U611hDYqHWzpLJG1wztUE3errilE5wGecNgSKIGg5zcqwyC2SapW+ZdYQvD/RMku01AAEaHkBgywYp3CDpBrn3LJ0pwATI270M85hrZktNbP5il8fW17kKgPeYWBe4ADinKuWktfFEvOWSLo3XdABwxUtL+DA0ilpXupMggvojZYXcIAJutBHg8mIpCbCC+iN8AIAeIfThgAA7xBeAADvEF4AAO8QXgAA7xBeAADvEF4AAO8QXgAA7/w/4y5UvTMrbmgAAAAASUVORK5CYII=\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['RAND_N8'], bins=np.arange(0, 3500, 1), histtype='step')\n", - "\n", - "pl.axvline(rand.meta['NRAND8'], c='k', lw=0.5)\n", - "\n", - "pl.xlabel(r'$N_8$')\n", - "pl.xlim(50., 2500.)" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "id": "3b9fa76c", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:01:18.626320Z", - "iopub.status.busy": "2022-03-01T13:01:18.625282Z", - "iopub.status.idle": "2022-03-01T13:01:18.628493Z", - "shell.execute_reply": "2022-03-01T13:01:18.627517Z" - }, - "papermill": { - "duration": 0.067317, - "end_time": "2022-03-01T13:01:18.628695", - "exception": false, - "start_time": "2022-03-01T13:01:18.561378", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "# 100. * np.sqrt(rand.meta['NRAND8']) / rand.meta['NRAND8']" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "id": "f18ed860", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:01:18.830558Z", - "iopub.status.busy": "2022-03-01T13:01:18.829788Z", - "iopub.status.idle": "2022-03-01T13:01:53.128018Z", - "shell.execute_reply": "2022-03-01T13:01:53.128370Z" - }, - "papermill": { - "duration": 34.423297, - "end_time": "2022-03-01T13:01:53.128504", - "exception": false, - "start_time": "2022-03-01T13:01:18.705207", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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65RAf/dX/ujNbKvEQ5fSC/sbIs7pPS6gTXs2siWJ/Fn4AdMt4pGqudPJkyPpcTpKApB8z0gnUEaPsj5KHM63VBURucaAen3NqsQBwDoyAVvJyJtKMYApCXojgNFeZr4UnRACHzGgCcJBWIC1offekBxDavZjHbuGk53Bcxfjz9zyKj/2ql8ojulh7WyKtIZWXgyrn5eeXnpn5M7b2vmcfrXdoTiVMHZmxmi4BaGyeEBtBSAyREIKYRWdBSsUyiy5rmTEPbUpUnbJrsng3zmBxdZ3HaNRzIhq0HDGD1NMLBLRYqHOMEjADTGaSZYQ9WUdzpSdw0nM4rjL81pv/EJ/3HT/Ud0Sp/MDnkqSyt0sUlB0f9EqsEZ69D5V25XvbVeyLEQiNlg7izvSZCEYJkEjq6JkRkjSOL5pqJFkLlAwuUciOuvp3Nu6CG8wplZpNExXnFpkgoSPMoLNpkhtMl5ZsVCrvAK70nPQcjqsCr/6F1+MbX/ZT4ogCLEdyl0xWe/atckQB6uZQFH3nHp25mTM/nhNhYQZN5KJzoHw/cSI4qEmxUdpqlRwDoOEKQvrMQJPV5evW+MRDda7reISFTjuf4EIpVCbYsJg3W23RwMIYGAuWYrbiyGLJ0PbFtAkts+RK79SQHhHdDOA6APcAeATArQDuYeZLWZvbAVwCcAEAmPniDqbqcJwI/uHXXcRv/9Gf9RXdqjW0AdWXSKlGaHZISSRv2x0cGTNvU6776Z/F8yXHFlvn05CCTL9JCEKU/SFzXpH8mhLDlwqjK8EtWJxNxOwYu+tRU6SENszAuKImy4AGhwgIUjCWDrPfDYwZIhZocA0WqXxR0Gswz82Y3cl9iNpjwL03cYpID0Jkd+rfZQDPLQjvTgCvZeZ7bJuIbrZth+NqwK3P+3786qVHqmbLwbU2ZG0zIqoqtrKffA1vSLCo6up5nDC65NLI9vWOZ13kziEFWZoZNpjjSjrW94oU5dWdQ8GohxP5BZI8mXq2jMgEJk08rZXWRXxKeVhC1AVF7soUUUBAixZ5pXSo8uwL3RYRYS/Ssmy3crqKDAB4GuTZ+4IJ7XcuSk4T6QHA4wBcyMkuw63MfEe2fT+AOyDK0OE4tfiEz3sRruiDP5HPKhf4UmXlSs921VRhTYlNasPL7UoPzpoy7JkuB8ZAnytTPk6CBqcTYmQpDpsIvSNPMWhKFF4bgXlDSUhGDghBjJVNYeaU8bQyu3L6ewA8hiKgijJAyM8GbiFB6jHtGbqJJw9xZNnOPIjoLma+Ldt+nSb7rhLfPomSU0V6zHwZovJ6IKLrK80fAXDjMU/J4TgWfNzNL5Q4MCOLIUeQIdRMnWPelMV2UoEZcQ0+L3Ol19vHmaLLlGAuAFeRKrpuGcjSj8mJaY5q3uyi6OQ1pnPyIRlBK6NfE4SwTAlaC1srJB0/Qur0kZYgAoBDEOaIWCipmudnTGOZwXb3hGfYRkYWIjqP5efwXRCRMaT29kaUnCrSI6JbIWR2AcD57FfFBd2f47Kec17JsuznVgB44hOfeIwzdjimIUbGJ/yDFyViEbLrLXYJxtbtaEKbvHlJZIUzSU9eUaV9xWS69FoiFz5jc8yOhYBUKb3vlKJNtVKCxNFReh+MbFNOTkiMHQujBwIWIMxYfC2JJKcKa2X1c+hMoASpsnBALVqQ1u7r0pFZMPoMovYOskvcF2cWqUaxlXlcAHC7qr3c6nZdrfG+iZLTRHoPAHjECIyI7iKiW9UufL7S3kjwAopfJXrORQC44YYbdr/C7DiTePTRQ9x4y/eICErmP1omAiMKQ+4NmZNH/prH5FHWdIqlbYjEqHIcxdpgjdBy8ydV+ir/BaY+WLxRzfSp50iwuWgzC1IPqQSQ6CyrpD5T/SYqLKZrYT1HgsoDDmTlDXMslNxDcj6ZISIioMECkaUi+4IjrtXUZZa+DOjW9AAzw4a9IDzDGvX0Hk9ED2bbF20NjpkvEdFTC8K7CfKMrmEtUXLcODWkV1nHux/i1HIRcgMvFMdtu7zZDsfO8Ju//Qf44q98pWZEKQiuRja19+UaWe2ZWiPFgSa2YetW1Tnl/RXHVq4N1gYun71l9ha7P+AuhEFfiQqi1RPMCSU5p2SONanqga4HkqqeRs2wkmVFnF6ELKVP29uoBrQ0ZK1OOOhYICBk65IECXaYQYLT98J7k7FO5fS3M/MNw33xQ/ZezZ03AnjqQPPzlX2DouS4cSpIT2/qOwA8LvtVcBmdnH4Eyzf2PJDWAR2OneGHf+yX8JJ/8zPqhEJ9wipRKKRUiLVGFCWGyC9f08r7zomjpi4HlN3SsFz0UyVaUomGzuKYxeItzaHCEbYrRkZoWNf6lBht6EwtEwmx5ZWLAgFtFFuthSpIcmrCuSD2W0k5doio8tLW+loQDsgugcyvEw0YhyCc05p/M0ilhQNtt0CLZg+ysjAIi3gsIQt3A/jkAQdDYM9EyakgPcUdBYFdB+AhQH51ENHlov0FDMtth+NY8eLv+Qn86E/8miiImiorTYSoPOcpI7whtZXD1t4GyKw3xhDJ1UyQ+XaFfNlUWO0a8rGG1Gl5UrcYJtPK2jLrGp91wRKs3uXZFLMlABBzF6NPEioelRDlfEtbxjgIXX28lFSaAyLl63qy7woiHkO6Dqj9HQA4RN+qPINlZdkfbDsji3pl3pErvwr2SpScCtJj5suVLOW3AHh+tn2xcIG9CeJR5HCcCL70S16ON/7W2wCow0QAOhsgJpka8yacExGyBmNKMRuyOsYqJ5jyeL6/nKDtt0tcuj6zfRZ9rZqzxsTZKf1qCrKXcjLhTkAHJaxEwNmYUY8zSzYWyaC50LaEaOEP0JJCJk6JEdFA9JsUp12gQUDEOStWC6DhgEARhxASbAGcy+ot7LraAmN7IQsALGHI/UZ4RHR9jfz2TZScCtJTXNTgxssAngzgrjzGg5nvIKLbs8wtD3tguuO4cfNnvhDvuHwlI6NsUQcFeeXQtaRSipXPpGQ67ALHso4r/ZZjZO17SmwV+Q21qZFwZbiqostNmkPrl1y8Wq+9uXBSfObUIjXvWB/sQMucVJudE5I3TH8QSmZKORbRKI3FpBCF2IKWNpKwhTnMMSRiAWiWFismy2gRkwsMg8HxCqg5h91he2nIiOhGKHHp8tMFAM+EWt+I6DoA12fP4L0RJaeG9FQGj0b8r8oI4HBsAzd93Lep44Oa9nr2NxRyDeP16fJtO6VGBrZdU2RDBFZTirZ/6NlXmlBLcmIsjZfv7vfD9eD02tgVEyjb/5ODSJfE2SosSAtLPk2gYGoqANTqOToNM4ECaChAKqRLqAKYEYJURj8HcfiYU1dQttFw8wUDDbVowFiAMTdaZYCItPqCzL3JHFgCAtA+CuyU9KAG3aNBSe5+3cyJKxcZN0KscfcA+yVKTg3pORy7QowRn/Jx3y4bKWC8wjSDiq6CsXYl8RCyIqrLanAUq9RcPuaQyhtRlD0lq+zSU3zlGKF4NetfZb2yx9c95ZwTnhCh1dLrVDXDPDWBzrTZbalJkzonWvmTyQRVjazt7P8NcuNqriPRI+IGVkdPWjEY9O63AQfvU7+RJ4A1vTdH+uHLGLcx9MLCsn17IUqc9ByOCh59zyE+4xN0ybhQc4MmyyHU2pqHRuVhv3RexZS5lDFlbOxiqI1hYxXCtlSgXV5QZaFyfpwp2hoRDl0zhHrSUMyYNdYk6ULdll8KLQOzQGAOADFajqryFrL+xySxd0FU3LU9lYlEWrY3ua8QENCkpNIzHWtBwLXaWmqxd0SJR18PWZnZHbzKgpOew5HwO2/6I3zp592lD3J9+pUlenKsQ3xDHagHxqA6Arq1sIwIuEYOI/Mpl8iW2o8pzyphFx2bCrWuLUrbSJcLkiv7a4oddp0AmtBRT8gGZybEGNE0YlpM9fPAaJg1fi5qvB7rMHK+lQtiEJgJLTPOBdbgAkbLUp1dLkHW+Locm0FUEwEHkJJCB8RJ3eWE2S1hMgivA/APsCtItQknPSc9x5nGb/zqW/BV/+Tf9dXKNj3shohoyhCluXEVuQ0dK/vJldWUua5qU5tnkx1joPesrbF7TuxF5zFGhKbrjNR8KUHqufITYm3UYYVI3EwCWQkidXTJzJvQFGaBgIWGOwREzAiIaHDIEddQawZKMCIiGC0Ic5jytHoLHWS9r1OJ8vqugZt6MmBs13vztMJJz3Hm8D3fcjfu/c9v6BSd2drydSNrnIiGUXVYQeW1xJjpcop5s3J8MLC8RkhlP0Mm0ZK81jXfFmbO/qLcxP7sswidhExVh6wkEEPDDhiRWdVb51DC5rmpRNrGgFmIki+TxKlE4vmQsqlEhgSe672JEPU3D1YQVsyajU7SNF0D1j67r1AyO6fvk134myfe0OODmzed9BxnBLd/4Uvxhl96q2yksIJsAadcpyoxpv7GiKvSf2o7RixjJkXbnpKhZUgdrtrOu1hFgCXR5X2uuvZ8nbA2H843uxNZvSkl6wqnZVeLg7PSPo1pu/SbhvU4oaEIojbbK68LJsyp1VZqzoSlIaNsNl2N9QZIzjRpLqmV4e0jN/EEwFtLOH2q4aTnuGrxrE/4F7j8djU7pWDxDj1Ft9KsVyi9Fej1PdaOBta6SrJYRRxLxMM99ZqOrTK3lvOYQnZTt4fQmz+BmuU7R6kdwbwvSRcKiToSZLZ1t5j9tpGH/TyYZpNqCi1HVWiWTxO4hqIWgSUENJACQlJmSKonyE0MOgtJVn2ICMJcP3H7SBaQNcEWjPlepCHbTsjCaYeTnuOqwqd96NfJm0Cd+XJNTCWs6kkmHlcpuXKgVe03VGq9scb6zM2R5f6xmL4x0+7QHPN1xXwc3c/MknM0+50hfKekQmpgVAeVFIlHbSLFALH/amFTsKYqYwBMUgBWyg81qQxRQ8AhB8xCi5ZlPJvWIQIOuEUkWatbAJijhTnDEAMLEuKzauoBXWiDBKn/ycCNPDm40nPSc1wF+LS/eru8KTwul8hrFalg5PgoaqpqXBlSVOeOTcbLzunVuOsRVNHxCgU3RPRl31VzpzFDpd/B8cs1vzSOHrACeuiIrjuxP1dbcWONlbDUYZKjs1vHk7atTIRbKdKLhaztKUlKLT6AQue4a9+mOclFSK4VQkSDiEMwNHZTlR0AzePJum/3Kg9Qpeek56TnOH1o2xZ/zxQdsEwu6zhh5FiDtEbPhSqRcp0q737k2EpkBNIjKiobjQxQkNAS4Q0oN5t3EoS0QhWve43av63c5WZPgLW0kKq8jKopkWO2+qc5NhcMHASrgGBrflIxgfUi2ijmz5A7y+jxmSaXNvMgkZQMmkFcWUjNm/aRWslaqdVnl7V74pMqC7ufx67hpOc4FfjDt/wv/N+f+J2yQSo5Rp1L1iQtoDDXTSCM1ISWOIaJIek+MPzgz3NRrovCtLhR8PmUHwelIst2p9chE6YxwFK+TWWTZOostqkyLSUz5q6iAlFXcUEUWkxE3LI83CI6U6PVywMYM5KKA7J+J5UaLNVZC8ZBIvaABQfMcdhVtU+mT7kLC5bg9EbHO4CYSlswDkBoEXGAYynpszZ8Tc9Jz7HHeOfld+FZH/W8bgdNZIhN/12vc94KwiAGxrzDe2bJKRhryxXyyU4bNPFSpWG5xjcwXnVOtfbVPrhPpFmxVyHEmIgvNYndx8+pnBDrup1aQwNpOEN/LRDUeVaK0wsQWdb1WiZEtJJbhcV0CZqBcUX7jBkZNpij1fI8rEQq5EZawJYIWmUhu6EMdZbZMeGwmzcBJz3HnuFnfvx1uPOLXyEbye87fxIDNWW1EoMP8NJbYo2+UvvuxB7JVPvb0PZqD/fKVHrPsYKQGP3t0aGHSLA2Zdu2zCs22KrfJabsqLySrF9by6OSD7sJBV1709U4PVXVGmk4ATMa4mzq8s4CEBosECiAmECagJOJ0Oi6X6MZWMykmUyoEAPqFRAegwVmQFcyKFvebayCHzW7Jzz4mp7BSc+xc9zxrO/BG34+K7pclOfpY8I/2k3X9NZFZYzVJkY9qfRenICVfVdIp0eU2XiEwiElJ7ihjC0V9HKA5gRJxfbQxdSOmZNPT8VZX9JhZEkKbb9/AtmPFxk0zYuk+p0FJYhxk9MUZhTFKYUtBk9i+pgZLREajmqllhU9o1DObpycH7Eg4BzUrMqMQ4q4FkJ46uO5+oYeM5z0nPQcO8I/+dhvxB//3ju7HbU1tOqDcWjRZwXGHrLronzAjymhoZPHzt1kPnluzgAUZVaX5lQl0KE5jVzbqJLMiLNvZuVuZ00J28drHzWZU4rsIIowYsuVVT+EAd1xACEY1ZFmY1H6U7MoOIBoAXNHkRg8SmRpYQim6FT/gZkQgpQpCtldjwDO6Va0EIodg+HB6YCTnuME8ay/+bV45x+9O1NyVCe7k8CWxhXz4gBhT4lv2xZyhQVTMwODlHMrzl3av+oHQ41Bc8VIBTmW/ZbHwN38ktITJceIKZqBWUyYIfs6AQEty6pbZKCxvGKy8gZwVNVoxCgqLTSi2CwPp4UmBBKyA2ZYgDDj9yAQLPBByDGZURmHgJo7kZSdhcTvA9hJz0nPcbz4tPf/4m5jKbSAT5b0eiqEx0l3bG41dTJk61za3a391PsawKp2Q8qzfA8sE16tmrn2mXhoyvi1+VRzfGaMlxNuRFfcrmBEFXHJqcROsFaRCYhAaKKmAdM2TIA6vcwo6TPMAsAIiLzAXAPhgwWwm+lU+7eYO+YIpiapPAKDKYCwEELsrfl1l7c3cXoMr7IAJz3HlhFjxKe//5fIBuH4SG2s3+Pm0SFllB8fnMcRzLPrEF++z84PxXbtGsrfJejW1WrjL5HiKpMv58cy+2PZRxW2MqZlhnq/H1jMlIk9zXzJoCCOKxI6wGrmg5IWUkxehCSQNr40dWYmy64skewNOpsZEVidVrpbQNpfSDPfB7jSc9JzbAFv+5+P4B/99S5YnKaGFkzB0L9R80FfB+mBnKm4KWpzzBljiGiGSHFT0+aKc+yyRsl4CGMEZf2uygs6JeawJN6cCPI+afljIcuUksK9u3U+89C0NGP2m4JAqY/GvEWpozIzY0JzcUoQwkLq6wGYkZg8A1liaTFhSmFYVmptcYWBa0Pb/yqwmWMZkSNmtA9xer6mBzjpOTbE7/zam/Fln/jt3Y6QPbEMg2SxwrTYazvQx9Rz8qfnOv30nrhDbZaPZ1wxPPdNnjt5aEANNTPmkOKqoWyTCdIljVJ8xGmfmS2H7oexGRfta9cCdJ8BA10CaVnHIz1AkFi7eRBaSinFkHlwphVOUXgRwJxyH07pX8oEBUTICl4gUW+RkZxoWJOPidGyBViUnplRpSfJzXmNGkEDqAtp2DFc6TnpOdbAL9z3EL75WS/tdlT/IWdP2UGyWENlrSKcdbAOga4Tv5cdn0x4k+cywRyaq7sBpddTgijJaIP51toz9xxQbFdP2a3qI0sqbaZPSgVkLZ+IeV2a+tIMLCQGgLkSH3MENCi8ZcbcYvaIcIWBx0DaSQEOITirgh4Q0TIQEKW8H8SCQVhIYVowFoCmIhNXFcv+Asjvk/cg4hoARDMNht+t2mN4yALgpOdYgZ/4d/fje7/qP8rGRMcPyZhBq5XeSSMRw1HGLhhuIhmO7ltjyMF5AH0mW8fCPKToBtrmr+m8AaWZi83h/nNbKpbMwxxZyg2p92YTUDQSw6SED3CvwkVQdTdXU6N4VUbMA2HBUkqIAa2GHrP0Y9AIO1ICJQAtQKLiCEgFZEUBdkLcaqg3IC1YK2S/cwMnw5xWzzSc9BxLuP0zn483/PSbuh3rKLN1UOvrJMhwm9cxRmxDymld4pvaNiekgTHsEOft1ZGjivxaeHn/EuEVc1nqd0jd9eyk3LucXCmaYqVgirBbb0ut9HoCmTaUCuszlvXAqKEOjVZIT9Z2UKYnCS1J1YSg64biqRkR0aDBFcwQcMgRcyJJY4Zu2ZIJmOvEiYBm95QHBtC696aTnkNw28d+Pd78hj8EaIP1h035o+ZQspKQJg62NUW1AkPENqWfyabWiW3zdgPEt2TSLOdRnpOrtyy0IRfyPZNuvpOwMgfp0Pojq2NMTm6JnDU2z9KQCeVpYVc1c1qf4jejTitkhGikKkmiWYr4JQK19UMLkWi5QUutGkAZM5CaNoEDxM7CoX22apZtSeYklo+Re3BicEcWwEnvTOOLPuEb8LsPvfXoHW1CFhv3nUmMXfz7XYeA0G+bCGL0/MoA1fYDMm6o15y8SnPm0HlV07TsX3p25ubOnCD1nMFnbY1gCV1ucQZAhBgZIXTJv2JkzGZyYaxrhVYpwdKJtVFUmu2Pmm+z0U4WzJiRrPXJqhxrBfQAYAEQJ/+hJq0JBrRYaOUGSKpqXqClzg+003QWXCFZWcSpZbdw86aT3pnDpzz22cs785+hJ7nedpRxVp068sDeuE9rM6aMRvrqPXAGn34jbNLvbXnnkEqzY+WYBREubU+5tqJtSa72ngjLibFHMtZYIVeYwZHkPWtGFUauoMwwmQ+tZk/1EG0jcNAwIssaH0jKC3GWeSWNbTX1EABSRxUyPUloYMEL3ZpeozNtYE4vwAIRB5jBQhf2ISuLe2866V31uHLlEJ/xvl8gG4QjEs0e/YMZI7BNpmluhqvOLRXcGuS6VCVhlYOKbTMtj7spBgi7p0KnEl3tuJHZ0H2pEV1tDTSZSgsjqn4Hg+XApJi+llZ5oaFWQwzkrEa/9xa3R9pPyxZgbn+ChhgtBwQsECimqbWp8kKXgmzOjEiJAgEtPGTepC1Y0pLtBeE56QFOelcl/vDNf4TnfNjXYKn+nK2BbM2J4wRVYW3cofE3IYipbaeqwcq+1YS34tgE9TW5qsLQuLVxCKvv6Zhym6iEl8bUz9gIrGukpWBNEWry6MiMJsSMYAikzisy/9hdCgNNsNRjkj0FJObJyCThDwgALyQlGYvZlEgGnWX18cS9RcIXRJci7c9mMnBzTha+puekd9XgjQ++CV/x8d/c37kJKW1CYpv+O1o3Tq+zeU1G55yA1fNcl4QGuqiOl0x8G95f63hK1pOxtmPklautmrKbOvUp60aMLovL4DxVren79DvH3CMzMlTdp4VgIyK3OAjZb6MQe90bUZrhESBEBJxDq4pN8q1EAC0imDqVKCnNoE4wMjdbETR0PTCaPSE8wNf0ACe9U437fvBn8aLn3AUAUgRzCcXT+qj/9saU1aAyOaIarJrSCjPkyBicjqmZcNvPn9r8RtfEjrCwOGHuiSs2GYIrbcZMmev0nY+xRKy9nwor+2MmQMsL2fEIMWMSMaCVFQ5ji6aRY5ZsWlRaADMjpjJBXaWGFoQGCwk5UMcVWfsjEEs+lnmIaJUuGQFBq6lfgy5xjl1mAOGQWxxQf91xF2AQYty1K83u4aR3ynDv9/8UvvvWl+96GtOw8uG7yUOAu8Wn9PDc1ObY77beZJvm4PoY/bW+AQeVYmlriVSzJcmaeXPqXFLfY+ByzsU8ygK5NaJbJfAJ3Y8U5iTwqewwu+4YhfBmTGBiHASbjvzgCalskPpU6g8iIsuo0nbuJiwenYEYLQJmvFC1G1W9ieIjWmRqr/x4WLO07J7wDC70nPROBb7hs78TD/7462XjKMmcj+oMMVrZoPY0XzWfNc2blv7e9q9VaWHFWOuY7kbbaoOaeXFAMS2ttY2ZFofalSjVcLabayQ02E9lLjZnYLks0ZDiz5F/D5M1oN8+fTVSn6UalAE74yRplQUxbwZdmzPuZP0PYDCRJKCmIMTEEsg+01G66g1aRogBUAPCAoElLs9C0QNblhfxAmWI0os6J0CydEoh2R2rLIY7ssBJb2/xrCd/ER55y+Xtdnqc3/cegWUP/m0qvfRwzJ68kwLap/SNze5Ped6QwplqOhzavw5RjXQ+aX2zRsIl8Q4RXHnN1Xp6KO4HIWVlKa/RvkrpmJwcqFvjA5RkNJaPrcvUvpuobR1GwjVNC0LUKgopiydaDmio1eEDgEMEilggYE4NxLgplLYA4RzJWp6t4+XzbyBrgvtSU2+bUo+IbgbwNGa+Y0K76wDcA+ARALcCuIeZL21vNtPhpLcnYGZ8wUd8Bf7gt/7nSEaULTzYt9DNYN85IW2938r+dYZbR9EcBavUzhhxleopPzd7WJEuT26EkohWrdlxpV3NvJm3ya9xdL03e83NosVna6I+JzLOUol1TS08XL00tZaeTC1IMHqw7i2nJrTwQ6Y2mRBJyE7cW5TiKKDliHNkum0B0rkEDWSfAamyOwBcQcR8jx6z21B6RHQjgOsB3ARgCnFdAHCn/l0G8NxdER7gpLdTvOc978Fnv99zsHiP/j5c+X1cV47U7FtrnL40/IiimmLWWqe/vI+hduv8NqiR5EberRPnMIQxJ5caYdp2RlTHuS6TWxu5NF1m4Np1TLkX5dpkbQLofyxpCBODwT43TuTHpOoPYlaMjFQdvUWLOaKsw8liHoI6u9gwrcbYSUD6IaxYLak51IypQU2lYswknKOF5lqR/zdgLAiYsaQhO5dMm/vxqN2G9yYzPwDgASJ6PwDnJ572OAAXdkl2hv34JM4Q/uxd/xuf84QvAB9Wvn2bmtiArrLBUTs8sqlwy3Jy6RKyJ+1gxYeJU5hQMWLlfNY1Q5ZKaAxjziBj1zjW7wrSZt3H5RzXJbQhtZf3Y8ou8BIJmonSNrrsK6wfT0zbAJSMbDhGICU+EoIiJas0JQaAVv/NaPkhAPNEUYcASD08NeyFCaBW82nKuuAhBxyQrOW12n9k8SS1Kg1drffjMLFMB2N3a3rMfBmi8nYOJ70TwCN//Aie+QG3YfRBPQnrqrwNftZtOr9N/k1vVGVBr2lMAdrxKfvKrmskNnbuGAlu0l+t/1p7I88p64JT1x3z47kHZmZytHRiaT0tZO3z/fl5Y+t6FnMXxr6rJv9Ub+VyhSxg3JqpOlP1ZxrtMBLONV1/5mgSLXm10ZMOxUxoAsAseTgjIpogAQmHHHFAV9DlcLHMLgGEFg0Bh1BTp/YcJn/gxwgGOO5mHkR0K2Q97wKA88z8gp1MBE56x4b7vv9+vPALLm6513WYZcNflqNEMpVg7MmxYgq1sSYpzQkKbSMSHti36XNik/PyZ7+l8xojqDHCGyK0bN/ST6OSTE1UA4NJpgGkdUbO949+9iPHqo2F2Drn5YAYI5pGlV+gFJPJHMDUZWYhJR5jaykKK8eCXlsAA4hgy7aSlCPr+p1R1yJZVCQ5tdRcJxyCAFWL0mdMM+dEfjvHcdrGh/EAgEdU7YGI7iKiW5l52w/ISXDS2yLu/Q/340XPGfocd/GFPyGTypYtmpPHXMeMNwWbkGRNRS0dy5gDRdsRRZoIyfos1dfQnEuSGrmupWegqq90vv711oIq6nbyszRXfuV9KxWobROSGRLQEkAsgeeAKL3ISNUU8tnYOpzl0GQQIketrBDUDzNqBXSjPkLDjAUD1wbRhBGERg2YBAaoQYtDPaPFQsrFpiQzdhEzrbmw83AFAKKSJ3/JH09ED2bbFzclqco63v0QpxYnvdOIH/j2u/GKf/GqCS13b9OfhDGVZU++TWLyjgNLD98jTKJ86I6Nkx8oxxxShjWSGiI8JYYhQhocJyOM0WfbmNIDgIiu+ng2FgFaoSCbT26mrM136F7UPFRzZVkQoplM0+UT6TpfVz426L4Q1OSpZGVRcxKTpyWCZGFOiDILNghEIG7lNZtA0Em23CDQlTRVBuHATKraesHAnLpz447kVRXTp/J2Zr7hqMMR0XkA7wDwOFN6kLW9647a96Zw0tsAP/Ad9+AV3/hDG5w5gfi2yo0nyERTTW9L500xZ1p/FYJZp6+xe5srs1XjrOpvaX9F5eVHx5RSpnbytbWaCXLSd6cgrKVxc3VY9LVUJ2/VnPPtsu+h80LeRf5LJGYmR50MIXlvRtJqBoS05scsJC0VD+TMQLL+xgw0QQLYmXJDpKz3RVjVBLmxTNLPOYqp2sIBxHklKm3akmHf85Ssh92bNxm7cmS5IyM8QAjvoV1MBHDSWxtf8/Rvwq8+8Bs7Gn3dL+zAAs5YN6vW9NZRU1PMnmv1l81tk1tRPrDLa6WB/cgU0TrjZr/2x4ivWv0gN2kOkcWYyhqaEmvXNRNjNtVy3ygx175XVPnLx6iNvdQvyYRJG2d5VDtzp3UjxBiZU+V0IjNtWk5MUXOsXUUwZqQxdoRe8VfrW8iqTWuWoiwDWpbyRQGS2myBgJmWFVowcK732ef1FnaMExCdRHQdgOuZ+R5mvlyJO74FwPOPfyZ1OOmtiTf+4puOcPYWvvhHCSmY8oVf1fc2Yuam9NdrU+mnqixp+Xg14GviGOj28VC7dT6KlT840CcIGtlf7lu3z6Hj2oYyk+ISYYXitfK7alR9jpk38zaAVmLg3r1gdGEBRsYNxF1FCrwyLG6O1dbLCEnRRQTMqIVpSYDSmlvkFrMQQSRxe2A1m4K01BBLCjOdUDcX6ZsgD9UWwAEkXZkFt3cG0F3i6M8gIroewI0AbgZwgYgeBvAAM5t6uxFCbPfo9kUiuh1i1nwygLuY+R7sCE56a+KvfcyH4PX370rpbcH2uSc/OCfBCHEqUdWU4DreqLXbGzGNNDbBFAJdU8kNnmvmzKH+huaSk76RzMg1p/6H7lc5prW38gTZ+CLwug5kvc7q64mys8rltiZnK3RCaF2pHwaS6gsAWibMGBB1CIAYAVFpqwFjgYAFuvKyETONDVwAuFbNnAQrRGRV9fpkzAAWaPcnK0tc3WQVlNweAlANO1CHl4vZ9uWhtrvAPrgUnSosrhzlWzPhl95xk9KqKWyasmHTH7FTklgv9c2rVU55Tm0c5n4XU9Tqpte5CTmWY8WB/YZNvjs0urk0Ftc20s7sBwpnf+UAQwqw6LuvNPu5Nq2zlEQa1sa8O3WwZFlmtLqeFRm6EtcZHRecX8xChzXC60oPLViKxUbpMc1grjQpycv64nTWY/MdgqG23Ql/VzGc9NbEBz/lg45w9oQv0yYPVcJIvs51+9qwn95pa1zEKpLtqaxMPqx7n7ZVPXNT0+aEB70+29cDD7xPHQ4cG9jPlX1LIBSfC7rJLxHhwHs7N0+lMjQ/Brrq6aQ+LEpzTOn0qE0iOqUFcJYLk7GI8ir19YwuA+ZkddUJwFyC25XEWkgQO6upMrLVvg2q82SSwbRldr2S6SXuiWkTXa7RFX9XM5z01sQTPvDC8Q6wIedw9Zta6WxV/2Pf+KFjU+dcnj9l/XB0e+K4NlZN7E3sj2ptJo7fI7Ox22uNl8y2+lqaDTd4OFFxXvUTqH1tODuUK7hc2SF7v0qJp7a8fP5Sv9IhFweZuSM/CMFEJk0TJoRIWkHBMrA0+gMxD11vKKoHpui6oOnJWgQsNCsn0KDRsu1MoacxiUhVHqePpUVnud3cPHAM4Il/VzGc9NbEe73PYzY8cyIzbPKF2+aXdBOlNzb+6LGJE6+ZN4HxW7q09rbhTdKnWPWZPPlW0XQSMNSmaw+kqWqzQk5r/24oSJZLMs7nVJrFuH/u6HwHn0TcrUVm5zOE0KDxdEZgotCE2EjTkDX6YTGkn9bsphRTYHtkM5Z2Ny2gxUypjCii1YrrAGORTONdYuo0D+p+n0TVi3sTq+fmTSe9dfGBH/IXNjzzmL/01e43GPM4bRtL8W8r/nENhiekJ9/xY2CMSWZALt5MmS9nl1tTezVlVcEoKa8izZws9X15KfW+edqYeT+1MW27uBGmUvPImfLrank0jZwAIGqkPavji+VdAYf0gO8cYEIykwLitKI9pkTXMzCYhA4bRIBl3EOdZ+DcsZX2h/Agin3K39UMJ701MX/MuSOcfZyEckJTGCLF3m6qvl1prqyNtc1btqqv2j1cV6FN7rgCfdCn9F9Dai+f11FIGRMecDrO0hWUihPIF9KGyTn3Axsi3FqfVHxdeHmVzEz8TTEJBrTskIW7i5kz6qsRnhFcoE7DiU+mZupUB5kWAcywOgxgJcoZsqws2cVEMJp9iNWbatp00nPkeN8Ljz3eAbb67+IY/pGtU9Vg0762gdo/3Knm0DK2b+whMKnPAfJeIg19qVlvK0ppUM3lJsmh+a0Sn0OVEYZQU2p2Tr6fuj/qmUYH5sv90zjbQRCia+y+qUlTdRxIiTEQJBNJ8QOMAPXotNi7gAbqmZkcV0wtoke0pETGaLAAUrADoR990b8lu2YTAuLEv6sYTnpr4jHvtemaHjCJGUb/XZzAl/E4A9+Xztn0IcCbKbCx4YbIbUjpDPWZbVNGLEPWwNq2LalwNn613dAv88I0uUQ6GdFMvq4cucqs3R8qXgf67plMRz/LbjLBwhHYvqrUO72blnpnMqFVsjKzZQBhYe/1xJZFtbUggGOqvpBGIPXVpAZgideLYLSICGDMEBAhNfkanUOTVv32CKdA6RHRJx1n/056a2J+7cHxDjDxH/+0Qxt8e4/i8HEUrEW2NPnSumWhCnONFZEtxlqyuk0Yu1MF1Jksx2BP7FIx8XKzletytr8kqPLSVinVmnqrqDi2/5fsU547ZPasfZ7pHEqWboZZPAkxFk1JcrEwgpgzKaTLDpoyTNoyZkHeLVgNlERKXwAoQFcA9WtDSoqs05GbGjTTizitxLSOBxLvTUAIVuhy1ypPcQpID1KB4diwdpoAIvpCAJcAPMjMf7r9KW0OTXVzCVKoEMdRr+nw0cW2u9wOTuLnpEUHVwO98zlkGyt/xdspA/2OnjPSd66WhhoP5fIsU/xvenPTHLSPKV0RektjNRMo59Ma6E9Mf9lGdpk93uM+8fWOFx9jD7YjT0WWvh9YvtaS7MrcnwSZSLnIWPwsz7PBWBkhRpnQxZxOLIougE2dsSYEY0JLjDnFrCKCrMsBhJYDZrQQstWyRC0C5riCCGCGBZiAua7etZB4vHMwlWczY/3M9iPh9CnxzHwqEX0fgNcBeNW2eWYTpXcDpCjgO4jofxDR9xHRZxPR+2xzYuuCiO4EcEmTnF4E8GQiunnb41x4//fd8MyJX7bd/8oaxmRimnitG6/pbaJgK6eVa3fpPff3D3B8dSoVIqJau8EOyxOLNkOKqdjfI81C3eUNBqc1MB8q++KsWyO84pyOpMofHeX8s857P6D6XeUVriT7irmoiCK0dbiQDdfFwDOsEq3WSkfLjZAiWCvm5Q/GvOq5OaOQVHQAQOo2Y84ubTqrex+5iwrcNU6J9+ZtzPzFAO4G8Ewi+pptmjzXJj1m/iJmDgCeBsmv9mQA/xl9EvzIbU1wDdxaJDG9H8Bt2x4ktpumIdsPu8GxYYXiGsRG5tSKOtsES8Hyw0Ot1+/EdqUS0q9Iev4ne16lz9LEmJNZbtYszqkmka7NqTBTWrgA58fsfVKmNDxPoEugMGSarV4npfHzj8tCCJgZIdXU6yqeMzTdGJEUd80UTgPLw6J5NxF16hpKzkhJpVsAgVrtXaoozHSMmP5IV/Q0sRl3l9GCNRn2nvzb54l/OwQzv0xf38nML2PmFwL4XSL6WiXAJx2l/43X9Jj5IWb+LmZ+ekaCv2KvRPRaInrvo0xuKjTrd4lHINm+t4rDK4fb7vLoGHwwb/DEPrJH5RrnH6VixMq+12w/VDtn9CEwIgFLC2kNNZU41K4ksrHbNvTwqpDgUjc10jLCKYm1RO65kw9aU4d5H2MkbF2Uv0+0vam5gC7fZuqW85ugGi3z8LTJkhKT9CPjLbgLOG+5q7TQMiHGVumPU3jELPVm6all5DlCygazDzglSm8JzPy7yjcvhFjxvlaX2tbG1hxZlASfAeCHlATvxskVCrwAIbkclwFY5d4eiOhWInqQiB5829vettZAf3b53RtOcSJG/21QnSTW+ZIei/IqhjjOUIQ0yJb768mIZftkzWpXZY2cGGoEODoH9JVbIWiXuhnpt3ooU2xDjXpKrmZCLcl8jFjNrluek5Nc3nd5o8uPgbpX88TsD09Z+jEgBLudZv6UM1q2wq5BjwgxBSw0ns9ya3I6n5nRAKnuQshuUpfDU0fI5m379yZA/SrIyMLMP8nM3wXgblV+P0REHzX1/LVJj4g+Sk2YQzKTdWIvgNhjT6JY4PnKPiPBpWSZzHyRmW9g5hue8IQnrDXQwTXz9We3NZh9ag9RlIDpNlacd5SqDmOnHuXfbWVOg1a7inraeA6lSTHvi/VZVJo7a6qr6Cc/Pul2c/FKBQ/WrtkOTFW6pXIcnEcxmUz1WTUFBnR9rzNzWiJqzuLxSKuvQ4PLCQwmKUHEapqM2cQD5RfTKboFzQBmRLZ9UmFBuFzuQUROuF29vp1iqmlzTx8xOXSN7yKkZNFNWMOqt8kn8Q0A3gngiwA8rGbM5xPR5xDR50DMmwBgdZdO4mfDZSyTm22XCvBIODh3lJCFCbdi9As3cv6uv6hxgwkcVRGuMvGt037o+KpzJizx9tTTFJiKod7m8DUNmCSrxLJiHlVSG5hfdQ5TTLZVlTdwfiJSWiJSqa8nx+yHlhGNfSySXFrUWQuk9TpzbAHkx4WUBApKlgwmI0ZAVv+aZLo0Lmw0FIFBmGv/pu26P1Yy3UIhu23gFJMeET1JueZPID4bBOAmZr6gZs9J2IT07mfmr2PmvwLgr0LMmDcBeDmAr4eWgdfJPQnAn2wwxrp4BMtq7zwAK2C4NRy78t+0/3VMaMeBNP4aA+RJFDfBUZVexYxZHWPTe3bEe50V6JZtZNsrzJRLRDLlfnAhrrKBOX/tTagyTr6/9qzP5x1qBwZ25Z+F/SCIQBc/J41SYdfYJaMOgQEltVavs9GE1JE6Y2cyXHNOnlFyblJnuo9ECCTZW6KWDmrA6XLm2a2QmL/9IL3TsKaXWxCJ6H2I6AuJ6LUAHoZUZP86ABeY+RnM/JPr9r8J6T2ghPZRzHyJmV+gpsILzPw0Zn69tnsqhBAf3mCMtaCK8nKx+wIktGLLg229x6MPvmsT/ND4K1XSCT8IlhRRsWNoOmPXMWRazN9PJc7OgicEY2ZOO1wxO06aV21NLe9nVRdcvDfCzfpKhDylbztm7o963pKzTDaRjnRl4K60YufAErWYHRmJkVVNkLAG65yyAZQKlSpjat8Qo03lgggNxJgRkxFUPDvnFJPpsrwtAZbrM18D3DFOh9K7k4g+iYh+CMA7ICbM1wG4gZn/inp0vnPTzjcJWfhdZv56AO+3ot3TlQT/y6aTWxMXi7i8mwDcte1Brjx6zN6bm3zh1jnnJP/tHfc/nm2bNzccanDc4sE9tdOe2srV1dAkagJpzGQ4NC8abjbYd68t16+/9sOAlo8teTgyRHYY6dqPAoKYIY2A0XlLElHh5EIpXRnQ6rqf/KIQ86WwLsMC2YXOrGhtJMJc6+21IARuNUWZtL/CjdKlUakkr+6K3O9BUHqO00F6t0DMl48D8AwVVF/EzL+yjc7Xzshi2ERWHieY+Q4iul2J7zoADxdxe1tBPG5HktF/HwPmwHL9ZgxT262DpT5LCXAM2GR9bqnN9MlVLH768KyMNbQ9ZA6098VP0F62FCvQZu2mqr2i3xSZkfeTz6H2PpsvhU51Lc89t7lm8877Kpv05pcdSKbPTO5STozcJYBRL80mZermFGJAYG1kTi5GfhawHtBQCwlbEDKL3IC4RaAIZsICwAExZhTTd6YLaBC6Fc9OwoGWLwKQ6UbaC+IjBuh0JJN+CMAnH0XNjWFj0ttHqMfoseKRP3z7Ec6ewDirmtRi23b/y2wYx0GyU/otj6/6YbBijpXHeb3DfJwxAhkCd8TUG0986uvXMUSylXHZSIa6JoP92L6sH65dSyK2TGLlBJ73kR8r51mqvshAw327YZA5hNBXnAHioRnUlBizqurdEAHgFg2RkpukC2uZ0FD/Qk2fGbkFllycLSIOiVL6MVOE5igzQ/dR5fdXygvtAeHs87Oiw13HRXiAJ5xeGwfXHKWe3jF96YsHRofKN3ylQlpFygP/aoaenke55MG5FHMYUr/lKUv7yn6mT22jZ8fYSZkS4uz9qIl07PYMfiemdTE6Vk5WJTuXpsuaIq3/guiBi5Rm6YeA8SpH9dy0fctmxIbyTCid5cGWEkGU1CGDsDBlaKQIwgyt1toLmGmysQaEBRo0iJptJYjpE1JjD2zB7FJpIXYV+XaO0+DIYhlZjgtOemvitx68dISzj/ptGiGcqV0fdQpH8bbcWtB6Tb5M6H/s2je9L5PMqAP914i53B5SX6vGLU2I5bE1vy+9Wzx4LdQdGxo/Pz8nZwaWXKOzPrsMZpyt0fW7tKD17vI6wmPLsEL5sLJWxxC1N4PW5mNRbZbDM1VaAGBFAAmEQyYwy+qdtO9GfJQZ81R/wWox7AF44t9VjD35JE4P3vAzv3a8A2zKC0vnTfypf5JYdz00/azPd1Lv5Uj9TyHhUXVVOX9oCrWPY6htSQb5ULnKGusjP1YT3jXzZmWKo/uHPooh5Zcf75GdbXN/zqrg0ji9vjpHlqjbBE4KS06XWLtAwCyI+oosGg56PLI4pDRosUBAm35omEemZHBhWHHZ7khXYV3srnnIwgxAq+OIY8sehCxMVHm7VnrHDSe9NXFw7bW7nsJEbPiTbSuOOlx9ux1M7HBKs6FrrVVOpwGWGCO5st2YqbLcV/v4jvorvCTOCrhGtsXtWDonKYTsaE5oNWbNVWzNdFrbZtlh5kxTcKbqZKjYKzFEJETWRp0IR8woqIcna1gBp3KLgYCZJpiOyRkmpttg3qENWg11aHTczpAaKFd9jEB79Jh1peekty5+/Wd/c9dTWANbVnpjymhIAfUeaBvOp6rqau2OeL1jJsiCIMlOGHpI5w+P/AE/NlbZVXrSDjSo9TuGTEjVVCBoWQmWzdOxGomXBDXlcyvNnfnw1DUoP1rxkOREVJIfU02hur+LkrNwQCn1GllaBLCU8DMTqpJbjAQgglg0IVHn1GKePC1bNpa+00oEsGBgoeM1Ot7ewEnPSW9dzM8ds8Pr6Bdu+AlXT/K85W/v5H+8E5XeSSSmHhtrjdqAUwVedsry9qipdBk8RCzrkF1pDh3bHyvXxf3mS/X0espwxPQ8dZ75sJl6tByb6f/ctev4NvbzcarJswFnpkglOeQpqM1USVgkNSlh6WIC1VYkuTtbEGxtz2L4AmR/g7yOH2OhRLovPOLmTSe9tXHspLcJCP0kz7vAkhSYcg6PE2meVn9qf+scm+S9WVFzK+cxsL2COXsqq6bwYqXdVEy5laVJMptDzmnrjrn0Wt6PCiskkUcE5IHombOLObR0pATNnSnlg/Lk0Q3pJVEerG7HF+hyvsnnbaEItk7HmpslMoNITJsRDRaayNqoFICuEdptJDS0L76bcKUHJ7218ebf/P0jnH3Urz7Xn1o8pPRq6mbFECepvqaOd1KEnh7Ga4w31DS38A5d45C60dfMurcsnldMcdAiOuWhlqu3gqCWcs/2zKTc3zf0WirEXh/FPNlICGBLWVZRe9YBQ9OPsZgoJTcmoY2wd4gMzCiKgwprDhU2ZWgkhuTuIsOKuZPIKibIBbRp2kKLbTKqyvkNCItd/yA1TFR5rvQcPXzhNz1r85M38RaciK0pvSnKq3pszf2r+hvFBtdqngpD4w+yxIrhhv4F9Ugq2yjXvYbOpQq55abNVabR8cNrNMrGHCKxHEMqNT8+dv7I+PlHmP+QMKeRIrQvfTQRUlVBoup0cmQOJ2rWVKoLBEQmBMhfBGmlBqmYLv0apbE6zSybwPNbsDcqD3ClBye9tfH3/9mn4zXtq/CRNz5l/ZOPTEzTFMOxYdL8s6faqnmtUzm9165CYKvQLQoNHEe9zynmwCn9DBFEZV+61Pw2lkTCA++H+s2PZeQ5dPsT4U65z0Y2tQfm2Lxrc11Sg9Tbb8mlk88mGxmaWVNMipYCDAzM0w8ITQtG2bkwRSaTjwyATOPJvhkki8sCQb1FCVkUnxAiuuydvenDbveeMImTnpPeJiAivPA134T74924P96NW+74jClnTet8ky8cD5nQjuHbu5L4SjvcEZEIoLCBTTHRjW2Pnls0HlOBk257RtKriBfLt5jzc2vyoUYcQ2qr7Lsy1fSSjbU0bLGD830mhGoDjanA/PqMSCOSvc3GsAD5/GMKWiOvjctDWZwdoOEOzCkpdQtCQ12ON9I8LGbUbAg4lBoLAAOc+Wo2mmvFZseQkkIMqNmzKzu0F7k34eZNwElvK7j1+c9OBHjHK75soNU2vkkDfdAWzZurlFcY+Mqc2D+UiQNNaVaLKyv3j/ZTuVdjZLQ0fv1cWmKYfG6r5jTSv/VZkEuvvf5xsY+L5r2vW03x1vbV5jXUxtRZ9gSmrL1yV8qwkuLu9OY1urYmiaUZQABIkkFLtfROlbVMiBzRpDpHUZWjkCNxC9ZtozHLxQmNC2z1jAWQ4gSTiqRwVWZkIaKbiejOiW1v1/a3EtGtG8x8a9iTT+LqwY3/8BMTAX7Vv7tty70PP0UHnSW2OvzIGDS4cTTYk2sMa4QejI4z1F+upI8y1CQSpEQo6XlfKrcxM2xJZuUDbOyBVjN31oi4YoKtzqW2b0gdlyfmD99M1TFYnU8yxYfua8LZSabAIhvxiadnl9JMTJ1WSV3W9BLbavJqrc/HZFsI1g6seTgBq7kAdLk9WzBm+nkutK76TsFiuZ3yNwYiupGIbgdwG5aLd9fa3wngEjPfw8wXATy5KAN3onDSO0Z82nNuTAT4kge/Y+LDeQwDTyweUnpbJsLRkIDtDpVAK8ZFdnzs/q7qIyeVStt0f8tDY5XBudhRWGhXQZ691G/fU6TDYy6ZIWuoHEsmxCVpVxlzzFRZzrU2UFr0Klm+0igbJ08+bWEKgKm9zvYp7yQGL/dabSxxGWmFde5qpkcGosbgSSLprn/SOEDzCgWAQK0aPy31dPf1kdg962n35k0AW1F6zPyAVrR5aOKotxZl3u6HEOZOsIdBZ1cn/tr1fxX3tz8EAPjthx7Glz3tG+oNj/PfRmna2ma/x4VN5zugWPr7BmyR6/w4GfvZWDJPqXaqcywvWLdLsgFG7wvnx8su11GrprAqU5rcx9Ax64dzls3bWCNObQP1JyIpxHTNjIEQOP1OCsGUoQ6R+gSAiAV3HpnmnmJKzvbKvgDCQgPfJRk1kyjByJS6bEE4gKjGhrqQB/EEDdgHZ5aTXq8jousrux8BcOPJzqSDk94O8KHXPzkRYIwRnzL/3IlnDjxFBh8uxdPpOAjvOPsdwzaIMIcViltFlke5Tl1a6m1X+ksWNmszNG7t/IxfeYhcx843UZoTZihEG2V99/oopF2tTUnEdk8mPIyTCMnMnV0nkjHFuuus0boWxwyycYKowDkZpVm5WTFMsjmu6Pmp4joTZhQRKIBoAQuCJ4pSoQFKiKYoNfl13AOySzj5qVyAkFyOywBAROeZ+fJJT8hJb8cIISQCBICnz8fiAIfZZXJw+lEwaj7Mh5vIghuFK6w3xGT0BARPn9toRysODRAZ14gi55MxpWfCcIjshkioaLNkmczPGbz3A0/UVV/N8sdA2R+ZBpN9QjTdWLJmZ+txnEjZ9ltPkYEmREiezihOKhQBAq4w4RyZymO0zJgTaziDqUROipE5woaz+x0BXEvl7a38kNoVJpgujwHnK/uMBC9ACfAk4Wt6e4bXHP6n9PeUj/uQI/R0DP/SRgPX8zcTx57icTrU1SaXt2q49KQqbIHlAzpvv9Qn19tOmAPlcxh7P3Ydq+5LbdlsqBlh8OOkpTfZdkmqq8bMrJjL/XB/n77JPyoRcJJ1BbD0Y5wlpWY0IVEmrK6e1VAASyyfBSwERKnOoOWCROtJLN6CbWqyShe1gKxMU0sTZZdj4vJQK63vGmuELDyeiB7M/jb1uLwMIbcctl0qwBOBK709xot/5lvS+6/7jG/BQ/euU+FhzC52nMieeIQjKKbl7ibtP25sc8yK9Tm9CcVrT3JM73MJJYmNtbW+IsAB9blOQUnYSyZVHvj5bcotW9fT3ZGl4CszEEkeZEQEkKUik1OC/pJgZjQBAAIit5jpk92UWIsuz2bUGuiUVCXQcgCoxcxUJzMOiXANWgQEHKJN5s1zsBp6HQOedHa/IazyzMzwdma+YQtDPoJltXceAHZh2gRc6Z0afOePPU8U4JVX4m/9Xx/ZP1h9Aq2huLaOXO2MSZspJtAJ+7cVslCdKvf3l+83ucWrzilNj1PMoiW4eK0dA+qODbXrLRXb1Ouuqbr8q2nydshcauZJ7rdRftMuZHKsCcwJWkGdKFVGjxCiJERYzaYWhFbbg4GAqFPpzKqdYtMq6yzh6BRE6bGePBu4tABSNbonj1qe+Let4ZgfwrIJ8wKAB7Y3ynrYk0/CsQ6+9UfuwGuuvBKvufJKfOn3PnukZeXbe5SfnJPJJVtIOUoYgfVR23ncaxNT8nJW9w80zh8mm859iHwrw1PPG6Y4b0yx6cdH5b78tTYnKraHiNMQ0e+3+K5QZQJ5WI4ZOCnZ46iYKifOtCMNSckgsJBbQxEzIrQMzIhFq7Hk3iQAxBFSfZ3S+l1EwAIB4DaZVbvUZGoK5S4ji1hoaT+cWaYS3hGnSkTXFXF4F4vtmwDcdbRRNoeT3inHZ972qXjNlVfivvf8IL7i+56THakR3orOtm2DIUwjtrU7TU/29U9d2kf1Y2Xas1oflQcED44zcd/Qh7Rklqy368IJefmcke6X+hk6MMWAMNRm6IGaJs39tgD6pYQIVi9vaLJCf/J/Iu622cIbLNYO6OopMFpTerAfDGI+jUyYpYp5UsFB4u8kBMHW8qSXfj09OYPVH3T3j1pa42+0H6LrNTj9ZgDP0GwreWjCjcji8Jj5DgDXaUaW2wE8XMTtnSh8Te8qwqc950Z82nMk/OWn7vkF3PmPXtpvwPq/TcltzKsx/djOpAQjr6h5cthoyDXYoEc+y72wrcWNdZnUzcSxltoNnFySspoBudg3yTRbPgGNtLLzE8lzpf2q/tMctAMqD1nH6q3JAJNlvxRTIzOBSZxViEi+biQEtIjANY0RmVZP0Jg+jkDbyDoeo0FDkkczkISTRzS69qcajRlMUduLs0tQE+msKBTLbNXcJSvLfMVtOFFs4TeomiwfAvCCgeMXAVws9lXb7gJOelcpPunmj8En3fwxAIBH/tc78Lkf/M/kwCpz476suNeQZxo2dhkKZwAq6q22L+tj00sfMxdWpjUO8y9cRVYTJmu/PYyEV82tJMMhYuRubpSfW86zJP8hQqwtLDKAwN17ELoqupx+T5GmELMeIjMC234CMyGSkJt8zAGRF5iHjqUJCzCZdybhnDmvIKCB5N0MFDEjSzEdNb+m9NFowdo5WL08RS3aCK1Q6F6s613tyaSnwEnvDODC//E43PfnPwAA+PM/fxSf9fjn1huum+Oyuu5V27dtbNG8maP2kJ9iHlyh/qr7B+eS3CjqJJnOG2CkkhyHlF3NjmUkVWtbEKdZHc14MKgeOWu/inwzcpTfNwRJBmmEJw1Yc4qxdtrdJ+66IYCYEYmS2ZI5IoSsnjqTmDvlIEDI8qYIsQVYVk3ZH9Wb1EZqiBGZkyI08yYzI1DADI32sSdssyfT2CWc9M4Yrr32HO579yvS9qe81z/uDk7JYXlcGBpzj4XnSpQkkD/0IzZfUZ9qmrTX2vtaP0Pvc1ILxb683dD1UHd66rvW15JlnBPhdYKc1amEQWH5CS75MheYqfprqJui0R0Tpb6ilYolSzhtlfICWH0/NQgCzBEgoUVpYboPmmoMWSV1oclWFV6D2e6VHmOdkIWrFk56Zxz3/dl/SO8//8O/Em//g3cMNx4zf/bS7tPS2/FzVvTdP2lCm0qzTclzyFS6AXoP/qN2NHTITH35QAyJsyuvZUCVLcUIluQ2NP4UMrZ2ted/cb6IL9VUoX/3UhJp3Wf/F9JCypQSmVOtPauaTohomXCgtr4gi4AIxFhwkJRiQZRlC2CezKmm76KqN5lfQxKnR5AYvcN0GWKqbsiKDe0BXOk56Tk6/OAbX5zef8vnfQ/++4//6nTVl5HW5DI8U4huZF1pLSJaRx2N7t+c/bhGMisJZOK9tDZ5nyPnJL7IyafWPv8tUzN95uNOFTKr2L+yzMoRoMaIS8oFNcS9SzUSZEh9vIOw/PVqIzBv9KsXOlJdwBxOLDyB0FKLg/xHhI5HSoYEIKBNl263Z67HGtV2C7R7U2XB1/Sc9BwDeN4rvyK9/8ZnfBcevO+N65s91yGmyX2vy3aVU49kvp04fqXZ0rN+UoUG7WilapamXBIedccG1/FKYisnu4oM8/YDptTedddMm7Vxlsbl7AQJPYgMTQItP7bMi9MUbwT6pk7tcxYYLQLmaMWjkwlMhBkWiJiB6AqCmi4bMJjEXzOSlY4NYhjVGLyGZA3QxrRwBfEN3b0DS4KTnpOeYzW+7VVfm96/8sU/gVd8yw/3G2xKJEcKlF9x/AjceFx99Zw+SpJYe3wabrOOorT2Q+esUNlLMfDUb8e1531JspUxVFjpUKQJpiUQXMoHBU363L84uccxmT8bAsBynpATsGCgYVIyE+I8aMwYKYgA5hSzWxp1qqwrfFGdXozqlGDRLyLbABKcTox9MHK60vPgdMea+Lyv/HTc+46X4953vBzP/69fMd54inlz8NwVZr2xf7z5w7rmYbpuwPwa5s2VHDZEJEfqtMDQ5dXMigOmxtFbVay7Vccc28/ZRk7+Wdtc6FKee9PW8gqPjJit7xFJ0LmEHVj4hx0TEpX8nEJqgTRtGRgLVZEBUcgT5iWq64OQTC595s5KGmVHZtnjldb+EI8BvMbfVQxXeo6N8Tf/z6fg3kdeBgC4cmWBv/8Xv2R7nR8lZnCbKm9NklrFxUuJXiabf4/Qjkbe672i3DQKLJcmGhu/NJFW2iZOK39AaKjA8Bg5K8Z0D8W4YDpQbqo4q0DzdLKuuXG6IEslFvQ8qZJOGoYg/TQQj07mBi1FeUBqvyAxZ7LKUCHWCKu7LsmmOc261feytrcn+uIqJ7QpcNJzbAUHBzPc+3ZJwvDoo4/is/7Slw+TzzpkttTHCgU4eN4KjCnKVWtNQ0RTsUAukYM6VHBxKve2BuZRGbMq3Lhihiz6XCKk3Lw5Rn49wspGz/eTiTQxM3bHuOu/uL7ebx6zdRYDSxtTWaz18dLVwJxaJCWbBbFzZ0SgbmBbfxMSbQFEDXcIyQNU7hF1uRHUILoA4wBQpxV5qIYsOF1q7TGaHas9wpJAPpNw0nNsHefOncOr3/ZvAUhl+E//gC+tN9yoysJENqs1SQ/ygUWk2nmVB/LYFAashcONVX30HvhDbUf6SY/5gbkNrruN3aeSLPOLq/ZRmXnWPhHelGd/3i4jX0aX4isQJ+cV1htpJYd0ca9TenqctMKChYtL1XRzPGkQ6BANCKxJxiQZdZTSQxwxowWihjsEjeWb6eQkPbWFTEhGmICAllvMaT8etbT1XLinD/vxSTiuWoQQ8Oo//r60/eyP+Ua87c3v2M1k1lJ+IwprpJ+1Hinm5jdlXkNqzQbNybl8X7YdMkdWCI3L81ZZ6WrB62W/tX6GfkTkFtC0vmfNtcIBiVajYIVj5VjUOWgRICn2ipgm1MDi+CSo/ABR5yYtD5nwmMAgEiqbU6vuK8B70OIxyWWF0RArBUqc3jXU3YJAe2TadM5z0nOcLF7xC9+W3n/ds16CX/1vv7NmD0cwEY2JxJIgJubk5FX9Do1VG3PFOSvXC2sHyrkNvE/nFyZNQqEea4RVI9FRkyjX71m2b8nqqfX0TOFxdpKpPyHFbiINkXhQknl9ItHeDNDAcyUm9c4ESWJqJomtI+ZkQmV0dRlmYMwhWVgCEQ6ZcaBDmz/nWqr/hODem056jh3iO//Tl6f333zbXfjFn/iNZdPj0sNxqnlzIpvkig6VrmvmzW1iat8rzJtLbYrLWmWmra73heL8sbGNDEtSLBcry3nUjucie8kk2n1QzBGzRvfZjwLq2hi5pawuiEKYDK3WIOqvIYLVWxBzpo0VwWSJyKQfS0LdQBRdo301yWBq4l3MnXK5e8Q0ezSVXcFJz7EX+Jd3pfJbeOk3/if82Ct+UTaWHrZHYJ/q+tUERTeiSIb7HTk2tn8IY+TI6OLhijZLa3LlHJYULtYLZCrNmGXWllpKM9Cy5OgkXW8O1CM7rUDBnMycrOouRkYTltc0JVg9q6bOEvM3y7w7xaOzVQVpxtCgoQwyV3FSITw2WwMEgppPOY1pFkRmxoyazSwBxwhXeh6n59hDfMm3PQuvfsv34NVv+R78y//wBfVGq/7xlgv2g+Qzspg0NE6NLGptqv+6qOv2WB+GI/MfO6VmkxtTu0PnDKHWd+9edp0N/ZboQhakFcHW8qTqgWRnkfYRQBulz0bTkgUKKdQ8worNcvpkNJGZEF4qIyQf56G26pwg5cYsuL882xA6pUfmGboH4Il/VzFc6Tn2Gn/77/wNvPrNLwYAXHrjW/Glny7vV5LFBjlD1yahFepr7DgRlnNx9hqsGKt4T8h4fogtVl3biPlztI/aOl55LD/X5AYX7SxTdKqb2BeAtj8EZEqP030kAlqxiarJstNtcn+ExKLer36hi4AFL3COWIvJSgC6nR3VyGmXGSEZXZpk+iRNWVa7XXsi8xgesgAnPccpwnUf/oF49aUXAgD+7F3vxi1/85umnzyoVDZ8IDGyJxwt9c3lg748vUYGyN6PkVR2ninGpZybaRVqoJ987NpYU8guP0YD75Hty8cd7FtNn/qjgZJqI31i65qcmimhIQgMBkcADaUfAAzWpNJdGrP+pVMKWWBIHhZkqccAC1SPmGfJrcVnk8BYCHEykrOLfSVafd+CccAhc7DZHQhu3gSc9BynFO/13o/Fq3/nuwBoLOCHff3qk1aqQ3mZ/FwYU3KgUSWXlNkqRWeNS9JYV5GOeVzWXmvnTCHk2nh2Q22f5f1qKmNmT2VmArgzO5ras7RkrLZOCkbwnYwxoowcEQKrqjOl1lVpSCoQIcXgEalDS1Ayo9ycaYHsC8zs0ki8QO1YC+CajN2ZWGP49mA1yeP0nPQcpx8hBLz6TXem7c/4yK/H4kpBXqvIgpabHieq/a9SU+X7sk3vmUrdS6kkqbJ/rK+aels15xI5uUXuHFtq5JvOESUnjiuq+pTsKECrKXC6mRYOxyypxc412imrs0oQM+VMB7ME0zKFiAacUpSl25OysSS6xAwRDWaQgAhZ6eN046DFZBnXoNEUZKTZOXcPV3pOeo6rED/2q89P7z//xm/Dn/zRn1eVC5cbR7FAaf/2EB00K9bGGyOVEuvOsVzny02am/QHLKu4GmkNqVj7HGrEW5yTHzaB0m9iGVjE9BkSMcoxCT+wIrJChE0wB5M21TyPfIhAwCED54Tp0BCk0GwQCmsALBBxbaqTfpjW9QJLDk9WCkyfP2Q+Uk8vAHjf1ff2OJFP7AzDSc9xVeMHH/jG9P7Ln/1S/PavvDVt9xTdJg//8oFfXVsb6HuIOCaOufTsWnV+TS2OrcONqcsaYdfU5JQ55j9GCOinYNF1uXx3TooZwTHL+qWoQO2UFxLGoPsjmbajLA+mhZtrNXRuQWZ9TV6XpOt1Qc+3dT81qWpXeVTGHAFRSXlGDWZoALxf5QacLNyRxUnPcYbwkld0VSBe9e9/Dv/+Jfd3B7MHed30WDyxx8yDRX9L59Xeb6o0V81jzJQ50dw7daxREdEbK/u5scKW3DuF+rwo+wPMwSVXhYG6IrNWfUFIjbv1PhCIWi0WG3W/uJ9EAq6hCDAhkoWaa7yfsjTBHFcIljFG1vOErGMyn8qKHuGGsTt0MnCl56TnOJt4xhd8Ap7xBZ8AAPiN1/8evuo5/369DtZZy6qpJvOXn5iDsmb644Fjk+ZUvi8V19R+uXslYDwMI/XNy32nC+LewhNnp+Tt8xamxeQSrJpCANECESTbJJ6arJ0JDbF6gQoxBmLVZ4SGxSFlFkxaU3phtOhH3nXKNP9cGtjHHLT1h624OccMBig66znpOc48nvJRH4z7fuWbAQB/9NZH8E8+8191a3KVhzgDZZDXOEZU06CzjUmaYh42r6V6d0Pj5Wt3NfNmDXZ8IMvL4Hhlu9xrwq6tVHxms8zTjdXmVgptEocV0uCBboguZRj0ElomzCmmtGSyN4LUCcUU5CET5iRHpHK69EfcIga5MYGBhkQNApZn04rSdrd7gfzhap/j7glnD6awczjpORwZPuADL+C+B78JAPDudz+Kz/7kO5faTFI0hqkqzEihV6WgcvIqk2ltzBrZTTF3rtou+l+KPRxq35Nv+lqOo20S97O8MX1lHpxWUigEIz4xQjYabydZxCzfppQLsjYMcX5htlufmUO1+noAAVoo1ig2JFoEHgXwmFRpHVmVB7kAWeeztcT3r9yME4aTnpOewzGExz72HF7zi88DADAznv5x3z5+whi5jSmXmuID+uQBLBPJpuuAJq7yPmqmxinECPRLJI0pSFTaDBH26HWpN2aMmM+0akLWL0E8imJkzBpdwyOzKUNVHGNGwAIBM7RaTaEbVDK9CDUKcZGGIgBzimkd8Nrs0jslKRcW1Yyaer32CWMXdewguNIDnPQcjkkgItz/3ztP0Bs/fgUBphNRJ4raGt1UMptEDANtcjMpsEx25fgrzIxL4zCWPVjLV85UYXUMvWlL5Mi95nmV9BTIbmROpA4n5q7ISZ0ZLD4+kLSS5NQyQp7XUyorHCrxMZgDmBaw6LtDNFplr1vnE54NaBDQImKOGXDNB1du3gmC7cafbTjpORwb4IGf/+fp/Wf//e/En/5prJLFZGcT85cAqkRUNaeu8hAdchYZ6IuXSAbjBGhNSjWazy/34y/bUNEujc/JxJmn4uzOIQ0FgFYol2oIDbL2yRtTFFxIK32k8XnSZYOoQe2EGRgLJhxQl2TalF4Xf8eYUQtAwh5aEAK3oCx9WQvgHICg65TpOxDn9Rt4gnCl56TncBwZP/yjX5feP/cL/y0evvSOZbKoEkZmTsvfVMyN+XPfzhx8ftVMoEtOJANTmaBKl06NAHcssTzJCmlSgObKRP9iimun/A2J8jL6YnSZWuwCO7MtoQm6rseMSIwmu2Ok/0/DUnd+wEIvm3UNz8IPGF1GTUEDWVycpRnlSlTezbRWX7jmvYdv4gnB4/ROCekR0c0ArgNwD4BHANwK4B5mvpS1uR3AJQAXAICZL+5gqo4zjpe9/IvS+2943n/EL/ziW6rkRIGqa2rykO627X3ZB5cqahWmtFlypKmcm7fJVejU+dj1THWSWTq5GzrP0tIQNP1YlPe5qZGsaykb2ysjpHMxUgskicZavoI55bejQUOHILCUEUqSyWL3oFUXuodq99ntS95NiE33jONUkB6EyO7Uv8sAnlsQ3p0AXsvM99g2Ed1s2w7HLvAd3/K56f29r/lVPP/F96VtzqOmc5KrmfzQvXZrViMDT1nr2+S8nPDK7aH1u4Exekq1vNb0Q4Cr/TBzyr2ZmzkppYEjKdSgsXWRCYFIjZFdZXQGaYUE2WqJQMyYBwY0e4s4owAztEDyziQJdNcrISzA6FTjAsAcwAKMAwAREc0+kB4wYh44OzgtpAcAjwNwISe7DLcy8x3Z9v0A7oAoQ4dj5/jUp38kPvXpHwkA+OO3XcYtz8kMEbUHe/lmSCGV73MSHVvvGzjEZsEbbDByXj72yNrh0nUMmVa1/t1S6rGe+dNYVGqbQ8MSQGpezNQWI6DlFi13FRZAQMsR54KGJ6ABq1o0b8wWAdfSQgiURNFRRnO1S5GE01ZffU8ID76mB5wi0mPmyxCV1wMRXV9p/giAG495Sg7HRnj/J5zHz/347QCARx+9ghuf8ZLlRiVhjBBIbxsDDinlORWTaWqbhyDYOSF7HQNV2tmaW+38nNSXzkFyZrH4t85RJV+oNK8XgJQkxejYJjEN5OfJ/y0UoSGruNCmRS9CALhVxcdoVYI/liQZNZOZSgFxh7miZtXu94Y4wNiN2xNs0XtznSWlKUtUJ4VTQ3pEdCvkZl0AcJ6ZX6CHLuj+HJf1nPNKlrW+bgWAJz7xicc0Y4djNc6dO8B/+69fm7Y//nNeOGziBPoKbogYc0U2pOxWOazUvGZqhDfgeFN9n7evpV/L+0pzkfJByffSFJwZF2l5yin3JkhNjbLWJqZQDUiHEV2XegyABqGLLpxpu1lKMB0QudWRIhp1jgnglOMlpnW9IOZNQtq3D9iW0ttgSWl0ieokcVpI7wEAjxiBEdFdRHSr/rI4X2lvJHgBFXWo510EgBtuuGGPfoY5zjp+/r98TXr/sbe8qH9wyppbTny0fLjsjmvHx4i1HMfOK8ywyyRJ/SduGdCej8XaNm/PgAWYE5TAQv84BQJzAKjV9b4WM6Is6Jw6s6ZOlAAwSfCBmDMtYg9oQWggJMdgNIhaXV0ugMiKEwllBoal6BSiowBmxoz2xLxpl70dbLKkNLZEdWLYGekR0fmx47lCq9yk+yG/GC5CSO1Ccdy2SwXocJwa/Pe7vzq9/zuf/yK8pySWIYytq+VkRcuHes/EsbVBFMfM6WRQPRZP29Isa8VgrW1GhHlJoa7gei4JoSnJoAVfreSrpQyTPTOKSplynhWktZCEliVJNZHpSk1NpiHmgTTAnYFADSIfIlKT1vZszlH/DkCIayVpPV4QAGqPznqbLikNLVGdNHZCemrffdqKNmDmO5Qc3wHgcRkRXobYhwG52eeL088DfeJ0OE4zfuYHOwL87H/2PXjrOyoBV6uU4BARKobW+Cw8Yun4mFNN7bi1SUowI61SCab1t5htd8VgAzGYO0cSycbCPb4Pag41xxV5RWfW1LlIIfcWTWAsQDhIs7K0ZTlZ2iVEjeFrszi+WF2ypKQOdw/azpre2ktKemxoiepEsRPSU7vvOp6VdxQ38joAD2lfDxHR5aL9BYhJ1OG46vDD/+or0vuvftHd+Llf+30AI44plQcuoeIJWratrbFNMXuuUqLpfPO8wfJiU+pLyNDW7kz1WTmg2rwJJLF3SqplWlBmAgUlzXQ9HaFFyDogYwbCFTS6/mdhESBK8zFTpvqOYo7OimhV9PYqTm865z2eiB7Mti9mjirnK+1Hl5QwvkR1otj7NT1mvpwnglXcAuD52fbFYhH1JgB3ncT8HI5d4kVffUt6/4P3/jK+++6fH26ceWFWK7xnzarnDR0fabtEorU2xkrlmmTRL5PVvZNdkQnB8m3quUZa4jkpJtMQzJjZmUmZCQgaVE5Rc6aQKiFCqw4uQck5msmV5ZxDBDyG2mya5swizWY6h1nmGrN78Drem29n5qGqt5ex5pLSiiWqE8Xek57iorrHXgbwZAB35V5Caga9PXOLfdgD0x1nDZ//qR+Nz//UjwYAvO63fhfPffGPAKgoupxYpqiyHKq0lh+d2tmYEqypyFWgLrVYkCWP5DjTaGR5XsuOWUIKJMxAzJmWByDA7kU3e6uH10IC0EMgtMy4RtsvmDAPwDkCIgdEiphTBOn6nrnDZKuEyQhKagQNe0N6y4J6Q6y1pDRhiepEcSpIT2/UqP13V/Zhh2Mf8dQP+8t46K6vBAC880/fjU/8+kow/CriGVr7m0KWq0ynI21TRELIBxMiM1UX0hqjHmNkXppZAAIt1BwZlRwlATVDUpaBump3pN6WDaXR1NmFcAXAtaGFlY89AKsnZwtWfWeJrCmr+0eTmP0EsYU1vQ2XlAaXqE4ap4L0HA7H5njf93ksXv9vvjJtf+SXv3j1SeU6Xk5MVceWysN0zLGlfB0k0b5zimVCyUv/SD/iyCJJqeUEItZUZJyKzi6YcZDkTjegeXJGAuahleoJSpLSJyFygxAO1V1lkdYOQypOq1ZbHYxhwQ77ofLA2GbC6dElJSK6DsD1zHzPxCWqE4OTnsNxxvCrL+kI8CO+qiDAmjNKvgaXObN0Gqy/P22XqK3v5YTQO4fTuCndlxJXek9GflmhViXEQN15VkdPKLIB4RBEjIb6XpdWjLZlYEadAwxzRAhtcqRhkgcnZ7QG03sk/bSwkkQSAbg3uTe3lHB6wpLSjRBis32jS1QnCSc9h+MM49e+uyPAp3zti4fX/gyZSOo9Pq1MUN6+VG9VD9AedRandWS3nIYMnamTSMMOdCqsnpbUOYZ25MiJ4mQqAawJo0Wp2X4JZLdwDWLSCgxAw4SWpG1Xa89q9nVowZihzv+7wpZCFgCMLynlCUB0+zJWLFGdFJz0HA4HAOA3vqsjwI/5Fy/GO9vsoKm9Yu2N8/1jIQul80ythFF+XBbZUqA4zFmFATaFx7p2Rvl6nqzfkZk0qVNwRF2FBUAD3SlmIQ0SaGCEu9Chz0HMnkELxQbSYARdfLS1RaOTGYBG3VwCAhr1Dd0LeOV0Jz2Hw7GMX/jWjgC/5pU/jB//rTcvKzWMvEeh30bW7Hrn9ki0pgBt5SxqKjI9xgwLRJO6euLsAkArq+sfJP9mZOAgiANKZEJLjLlmyWwZCNQmY2hkwgwSpjCjBUwxNtmMbFatXqfF5kVsbxHtyBBOP/Nw0nM4HKN44ed9Nl6o7+/7jTfin/7newGMxOsVa35V8ssDw0tw8YquLZnDCorgdIhJ0+Lqcr/JyJAaebDir5T9ZywQIH6Zcr6YKzueYMg6nxCaVk9XJSkmU7laM6kKdxMCAlq0exGcTuCtmjdPK5z0HA7HZHzKUz4cb3rKhwMA/tub3oQvuOcn5EDF+aXM7bm0lsc8HJjOSGnKKCNJItIUZEjB5TMlnpC2u5RkDGjyacKcGC0HNLRIRNUQg4kwS0QnIQ0SLdHJ2kYdVWSdLqJB1ITUHTdb/T3blmAGJduN7/iW4aTnpOdwODbD//khH4L/8Q0fAgD4k3e9Cx/9fS+TAwzLCl1HUmPo2lcrsuehBeLNyczJczPvKiqHNgSAAwiL/lqdrulBqy5Yz+aIYmMFMn9MUm/RVghRibMhyhJeB0DXBBtwj7/nCGhAmo9lj1xZnPSc9BwOx9Hxfu/93nj49q9K29d993fLm7IeYBaKsOwduvxA7hFccttkS0if8nCaU0mEKUELHGdxWOGYjdGNY8moI4IkjmbGnKzygtRSZ9KQCOpKDl0BcA3apFCjBkSYNrQKfYNLmbsAYytVFk47nPQcDsfWcemrhACZGX/5X393/yCjl7XE9qV1u2AhBtQjPNYyQTECoeGkyoBura5bges8NoIu/jFrf0akHMWEyeLtGdFqCrOYwhfAnTKUEIWIgC7ZWMq+ScAVSMLpoNc2T8bPvaE9V3pw0nM4HMcIIsKb/2lXFulJ3/dCwMoClR6bGcxJJL1C3U+oU37InEYWEZg3uq39SUHXAPBCqyOw0iJhbuuDiGBqACzQQPJuzoKYR7vWHVFYHs0ZGA1JaSECMGMLlBeij2T1180Muw/Ex056cNJzOBwniDd/cVcZ/rqXv0D8JUfCHuw5LUJOKC5xJSN5awaS1GAB0GKv1qrVWD3S7mOK3TNd2CWOVlcWPkQkYEZSHb3lFnMCwFEcWZRsFyCcI8aheno+BrZfYvvMPxTYE9JLvwjONpz0HA7HTnDpC29P77/kvlfh//3jh5HW/AiizAJAVhcv4w0TiimcT9f5JE5PV+04ogmdg4uRpKUSs7CCjpaEEBgNAnVrgEwSFxgoANQAOMyWIQMsabUR8oykpNACjBntBd118Dg9Jz2Hw7F7vPRTnpHe/9sHfxYveJPUBRSVx0DoMqxYlhbmCCYhtGQK1SKv0Fp4UR1VjJKihhlYSIKENgQQDrFAwIEGnx8yMCdGRIM5LxCtz2T0lDU+9fNMKcgiRJC2NiYzAjXYF3icnpOew+HYM3zRDZ+IL7rhEwEAP//mN+I5r707HWNWIgtWEshW9fQvZWbpYuws42ajxkzWPClBa/NFYk1QrWowMOYkOrDBoSq9Vis2SI+NkicRaWYWgZUeaiCpyKQCwx5pPSc9Jz2Hw7G/+PgnfTj+x5OeBwD4/Xe+DZ/y09/bRTpYALryXLCgd2ixWWYlR07xfKbULDg+BM20wsBcyyVFLUfUsgRBBK3F15A5psga4CGAcxzVCUeqrc+165mOErXewl4QHzPQun3TSc/hcJwKfND7PgG/+VnfAgA4bBf4W/c+T48EgBZdBhgiZMlUlJPMCHkoSaeZEJUJLfdmy1EztIjX54wWaGmOiCtd0VgwSPOxBJAaPBeYaXC6xOVb6Ho2iX2BKz0nPYfDcfowb2Z46NO/I21/zGu+Vm2TsnLXqHNJoCgLfbwAha4iQqAIpgDmBYhEiwUiyaHCixQOYWHmAV0xWyCmugkhmUxZ1/n66cfMh3Nv4KTnpOdwOE4/fuHp35Xef/JPf7ms+0GseeeaLGWZotF8nUQBRAt0RlArKytrfkTATFNGn8MCknCszUILNe8Kdf2LviOt2WA97wHxie1217PYOZz0HA7HVYWf/LsvSe8/++e/RMiHzJNSY+kYOBeibpNmdJEYuzlJ5hUjMonxa9VBJaqnpmZpISVJZiwIycQJdAH1gseeyLWPQ7LQnHU46TkcjqsWP/zxL03v//kvPQ9vwVukyKuGKjAfpkwqgJEUZ+ENDCkldChmU0hQ+gwLNIiIrFXYSVKQSaUFUYrznmnzvU7mglfBzZtOeg6H42zg2//Wt6T3r/i1l+OXDu/XLdZwBMaMjOREEYmpcoGgbivSWj1EIdlfIpCUomlAyaedmzQ/9VivbRIY7r0JJz2Hw3EG8eyP+EI8G18IAHjL238LL/3D28X9hBkzaiHBDa2kIoPl4hRyk9JCrNTWdkVts/4b9HNvYnb9CV7dCFzpOek5HI6zjSc+/sPwnY//UQDA2/709/H//MFzEBBBaBGZMKMWLRocoEXLQbcJB2gBDVKPHEAUU2qzqM4rqZ7eYz9yl5eo8ITTgJOew+FwJDzhfT4It/+1BwAAbbvAy3/n41NoQoSlJiMcaNiCOLGIQ4sZDq32XpcvhhGu+Qs7uZ4eGEB086aTnsPhcFTQNDPc9qG/mLbvfvhvANwCtNC6Chq6oFUcrHr6IRjzvHQSAKJQdr8buNJz0nM4HI4puOXJb0jvf+rNf0WD0aWeXiCt4g79o87MuT/ppuGkByc9h8PhWBuf9KTfSe/f8JYnAXhUYv8076ZRy5yaLnBv52APToeTnsPhcBwJf+OJb07v//CtnwXGL6v3ZsSCW8z35THLALftrmexc+zJp+FwOBynH3/xA38kvf/zP/oXIPwgmPZIXbl500nP4XA4jgPXfsC3AvjWXU+jA7N7b8JJz+FwOM4OXOk56TkcDsdZAbvSc9JzOByOswHPyAI46TkcDsfZgNfTA+Ck53A4HGcCDA9ZAJz0HA6H42yAvYgs4KTncDgcZwbs5k0nPYfD4TgzcKUH4jPuzUNEbwPwe7uexxHxeABv3/UkrkL4fd0+/J6uhw9m5idsoyMiuhdy/6fg7cy8B+Xet48zT3pXA4joQWa+YdfzuNrg93X78Hvq2DX2pMiTw+FwOBzHDyc9h8PhcJwZOOldHbi46wlcpfD7un34PXXsFL6m53A4HI4zA1d6DofD4Tgz8Dg9x5kGEd3FzLcV+24HcAnABQBg5ovrHHc4HPsLJ709hz5gAeBpAF7LzC+oHPcH9AYgojsBXFfZ91pmvse2iejmfHvs+FkFEZ0HcCu679qDzPxQdty/p469gJs39xiqQl6gf7cAeGZGgvYAvsTM9+hD4slEdPPU42cZRHTdwKFbCwK7H8Btaxw/c1DC+0n9ntq9+frsuH9PHXsDJ709hT5ILhe778J6D2B/QA/jRsj9SCCi6yvtHtG2K4+fYdwJ+W4CSCrtudlx/5469gZOevuLCwBuryiS6wB/QB8FRHQjgFdVDl2A3KMcl/Wc8xOOn1XcCuCBfAczXwb8e+rYP/ia3p6CmS8R0VOZ+VK2+yZ0D5cjPaDtoXRGcZ6ZLxPR0v5KW7uHFyYcv7yFuZ0qZD/KrlMCuwC5v7b27N9Tx17Bld4eo3AEOA/59Wtmn/OVU9Z5QJ9JrHA6uYzle2Pbj0w4fhaRLBHZmpyt0wH+PXXsGZz0Tg/uBvDJmfK7DH9ArwVVJZdHmjyC5YfweSCZ61YdP4uw79KD2b4HAJjD1WX499SxR3Dz5imA/mq+I1d+WPEAJiJ/QC/jegAXiOhW3b4JYpa7FcADzPwQEV0uzrkANSmvOn5GcQlY+k5dBpJ1wr+njr2Ck96eQ1237zfCI6Lrmfkhf0Cvj9KsqWt61xUxYRcLE+hNyDwTJxw/U1DiukxE12VWiPN2DIB/Tx17BTdv7jHUy/ACgAeJ6Lya556ZNblYxDNVH9Ajx88sVN3dAlF6t5v3JTPfoftu1pjIh3OyXHX8jOL56HtbPhPAHdm2f08dewNPOL2n0IfwOyqH7tFAdWtnmSyuA3B5JNNF9bjDsQ3kSRMAYCRzkH9PHTuFk57D4XA4zgzcvOlwOByOMwMnPYfD4XCcGTjpORwOh+PMwEnP4XA4HGcGTnoOh8PhODNw0nM4HA7HmYGTnsPhcDjODJz0HA6Hw3Fm4KTncDgcjjMDJz2Hw+FwnBk46TkcDofjzMBLCzkcR4RWv7AqA09l5ts0gfJl297Z5BwORw+ecNrhOAK0GsYzrCoAEd0PAMx8k5bLuRvA47wgqsOxH3DzpsNxNDyjKINzAcBDQCpa+2QnPIdjf+BKz+E4AojofE5qRMQAbmJmr/ztcOwhnPQcji2BiK4H8Dpmpl3PxeFw1OHmTYdje7gRatp0OBz7CSc9h+MIUM9NwzMBPJgdO09ENy6f5XA4dgUnPYdjQyihPUxE16lpE5AwBcOtvrbncOwXfE3P4dgQqvLuAPA63fUqAHfm2+656XDsF5z0HA6Hw3Fm4OZNh8PhcJwZOOk5HA6H48zASc/hcDgcZwZOeg6Hw+E4M3DSczgcDseZgZOew+FwOM4MnPQcDofDcWbgpOdwOByOMwMnPYfD4XCcGfz/R4kcKQuyWu0AAAAASUVORK5CYII=\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "#isin = rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(pos_bound[:,0], pos_bound[:,1], lw=0.0, c=bound['V'], s=2)\n", - "pl.xlabel('$x$')\n", - "pl.ylabel('$y$')\n", - "pl.colorbar(label='V')\n" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "id": "3079cd07", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:01:53.271246Z", - "iopub.status.busy": "2022-03-01T13:01:53.267735Z", - "iopub.status.idle": "2022-03-01T13:02:29.397082Z", - "shell.execute_reply": "2022-03-01T13:02:29.397566Z" - }, - "papermill": { - "duration": 36.226274, - "end_time": "2022-03-01T13:02:29.397749", - "exception": false, - "start_time": "2022-03-01T13:01:53.171475", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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- "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(pos[:,1], pos[:,2], lw=0.0, c=rand['BOUND_DIST'], s=2, vmin=0., vmax=70.)\n", - "pl.xlabel('$y$')\n", - "pl.ylabel('$z$')\n", - "pl.colorbar(label='BOUNDARY DISTANCE')" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "id": "475c195e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:03:07.199222Z", - "iopub.status.busy": "2022-03-01T13:03:07.198118Z", - "iopub.status.idle": "2022-03-01T13:03:41.345419Z", - "shell.execute_reply": "2022-03-01T13:03:41.345933Z" - }, - "papermill": { - "duration": 34.414238, - "end_time": "2022-03-01T13:03:41.346108", - "exception": false, - "start_time": "2022-03-01T13:03:06.931870", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 30, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "#isin = rand['IS_BOUNDARY'].astype(bool)\n", - "pl.scatter(pos_bound[:,0], pos_bound[:,1], lw=0.0, c=bound['RAND_N8'], vmin=0, vmax=1500, s=2)\n", - "pl.xlabel('$x$')\n", - "pl.ylabel('$y$')\n", - "pl.colorbar(label=r'$N_8$')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ebd53b17", - "metadata": { - "papermill": { - "duration": 0.056533, - "end_time": "2022-03-01T13:03:41.470764", - "exception": false, - "start_time": "2022-03-01T13:03:41.414231", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 31, - "id": "91ab6e29", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:03:41.701257Z", - "iopub.status.busy": "2022-03-01T13:03:41.649892Z", - "iopub.status.idle": "2022-03-01T13:03:46.249653Z", - "shell.execute_reply": "2022-03-01T13:03:46.249276Z" - }, - "papermill": { - "duration": 4.678343, - "end_time": "2022-03-01T13:03:46.249768", - "exception": false, - "start_time": "2022-03-01T13:03:41.571425", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.2, 1.2)" - ] - }, - "execution_count": 31, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "def theory_ff(bound_dist, radius):\n", - " d = bound_dist\n", - " r = radius\n", - " sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", - " \n", - " return sphere_cap_vol\n", - "\n", - "d = np.arange(0., 16., 0.1)\n", - "r = np.ones_like(d) * 8 # Mpc/h\n", - "sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", - "\n", - "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", - "pl.plot(8. - d, sphere_cap_vol)\n", - "pl.plot(8. - d, theory_ff(d, 8))\n", - "\n", - "\n", - "pl.xlabel('BOUNDARY DISTANCE [$h^{-1}$Mpc]')\n", - "pl.ylabel(r'Random $N_8 \\ / \\ \\langle N_8 \\rangle$')\n", - "\n", - "pl.axhline(1.00, c='k', lw=0.5)\n", - "pl.axvline(8.00, c='k', lw=0.5)\n", - "\n", - "pl.ylim(0.2, 1.2)" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "id": "e07a3382", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:03:46.364892Z", - "iopub.status.busy": "2022-03-01T13:03:46.364422Z", - "iopub.status.idle": "2022-03-01T13:03:50.355990Z", - "shell.execute_reply": "2022-03-01T13:03:50.356704Z" - }, - "papermill": { - "duration": 4.054726, - "end_time": "2022-03-01T13:03:50.356956", - "exception": false, - "start_time": "2022-03-01T13:03:46.302230", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/cosma/home/durham/dc-moor2/DESI/poisson.py:21: RuntimeWarning: invalid value encountered in sqrt\n", - " a = np.sqrt(2 * h * radius - h * h)\n" - ] - }, - { - "data": { - "text/plain": [ - "(0.2, 1.2)" - ] - }, - "execution_count": 32, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "d = np.arange(0., 16., 0.1)\n", - "r = np.ones_like(d) * 8 # Mpc/h\n", - "sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", - "\n", - "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", - "pl.plot(radius - d, sphere_cap_vol)\n", - "pl.plot(radius - d, fillfactor_expectation(d, nbar, radius))\n", - "\n", - "\n", - "pl.xlabel('BOUNDARY DISTANCE [$h^{-1}$Mpc]')\n", - "pl.ylabel(r'Random $N_8 \\ / \\ \\langle N_8 \\rangle$')\n", - "\n", - "pl.axhline(1.00, c='k', lw=0.5)\n", - "pl.axvline(8.00, c='k', lw=0.5)\n", - "\n", - "pl.ylim(0.2, 1.2)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "59b6bf40", - "metadata": { - "papermill": { - "duration": 0.064283, - "end_time": "2022-03-01T13:03:50.510336", - "exception": false, - "start_time": "2022-03-01T13:03:50.446053", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 33, - "id": "1dff800c", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:03:50.685498Z", - "iopub.status.busy": "2022-03-01T13:03:50.684921Z", - "iopub.status.idle": "2022-03-01T13:03:51.061637Z", - "shell.execute_reply": "2022-03-01T13:03:51.060643Z" - }, - "papermill": { - "duration": 0.453332, - "end_time": "2022-03-01T13:03:51.061915", - "exception": false, - "start_time": "2022-03-01T13:03:50.608583", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "# rand_density. TODO: source from somewhere else.\n", - "n_bar = 2.\n", - "radius = 8.\n", - "\n", - "# number of gals expected == Nrand = var\n", - "var = n_bar * (4./3.) * np.pi * radius**3\n", - "\n", - "# actual gals\n", - "exp = np.mean(rand['FILLFACTOR'] * var)\n", - "\n", - "sig_ff = np.sqrt(var / exp**2)\n", - "s2n = np.sqrt(var)" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "id": "f05e086e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:03:51.264406Z", - "iopub.status.busy": "2022-03-01T13:03:51.263875Z", - "iopub.status.idle": "2022-03-01T13:03:54.987780Z", - "shell.execute_reply": "2022-03-01T13:03:54.988618Z" - }, - "papermill": { - "duration": 3.82058, - "end_time": "2022-03-01T13:03:54.988903", - "exception": false, - "start_time": "2022-03-01T13:03:51.168323", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(-0.5, 0.5)" - ] - }, - "execution_count": 34, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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jcDqd/NRcXV2NDz74ALW1tVhYyHm46+vrkU6nMTg4iGQyif7+foyNjcHhcMDtdiMej/Oksn37dgDA1NQUTp8+DafTiWQyib179/KTeiQSweOPP45IJILR0VF89atfxfDwMCKRCL7yla8gEonw5HH+/Hk88cQTiMVivO3mzZvo7OzEyMgIOjs7kUwmsbS0BK/Xi/Pnz8Nms6GjowNLS0sYGxtDKpWCx+NBPB6HzWaDy+XC4uIi+vr6cO7cObjdbmSzWdhsNhb6QCCAbdu24erVq2xpZTIZXLlyBY2NjTx5ulwuOBwOxONxnhSDwSCy2SxisRhPaMFgkCdKmjhtNhvS6TQAsPjH43G2GIpBE6cV+iQsVA6VLpAbJYIF7k6l1J8bhvHv7vmEpa/1OoBThmG8ZfV6tfsT+/btMz744IMCq4lEaGJigi0HAHA6nQCAjz76CD09Pfjkk0/gcDhw4MAB/N3f/R36+vrw3nvvob29nQWhtrYW7733HrxeL9xuN4aHh5FMJpFMJhEIBNgVMjc3h+bmZiwtLWFmZgbJZBL79+/H+fPn0dDQwJP8F198wU/NdrsdU1NTsNly8U61tbUYHBxEIBCAzWbD0tIS0uk0P6VGIhEEAgHY7XYMDw/D4/HAbrfzky+JIk3Ky1FqIhYE4cGhEgRyo0Twh4Zh/EB7fThfS3TNUUrNG4ZRrb0+AuA1wzCOrsX+BIngwMAAfvWrX7F4nT59Go2Njfjf//t/o7GxEZcuXUI6nUYsFoPX64XNZsPAwAA8Hg8WFxdht9vZTSQIgrCZeBhEslwRXG2e4Gt5l+MJ5AJkEqZBeAzDWFzlNaCU2muxOQ7gyFrsb+bkyZOorq7Gr371K4yMjCCZTJYMa56dneXfFxdzH1cEUBCEzYpSqqz9HgaxXG2e4CvIrbe9CaAdwL9TSs0ppX6aD5BZq6a7PuRETCcBAEop7xrsX4DT6cQf//Ef4+TJk5idnZW8HkEQBAuUUiv+96Cx2jxBqg36t/l/UEq1IGdx/XMAL2JthNBrsY1EzgeTBbrS/ZVSxwAcA4D2+nrU/tf/ioZ4HL8LoAY5hT8G4AKAJIADAP4GwO8BqALw/wL4EwBn8ufrB/D/APi/ANwG8I8AvgPgJAA3gF7tnHMAfoPcjfoNgCCAndr7MwBOA/h9AP8r/15Ye38cwBUAXwXwDwD2AdihvX8FwDSA30XuC5LPJJ9JPpN8pvv5mf5vpTbkMwHoRjkYhrFu/wD82Rqd5wiAedO2VuTqlnpXu7/+r6+vz/gv/+W/GHa73cjvL//kn/yTf/Jv8/27WY6+rFkrJaWUx2LzsikJZRLH3dadFwAMw0iswf4MhdIHg8EVD1IQBEHYXKxaBJVSf55vmzSfXw/8T/TeWpVNMwzjLO52efqQC8hZ9f5WeL3esscnCIIgbE5W20/wz5DLvbMhJzIvA9inlDqllNq2FgPUeFMp9ZL2+ii0LhVKqVbT+yX3L8UTTzyBtra2grqFgiAIwsPHai3BUcMw/hbIWX2GYZwwDOOryAXDlExKXymGYbwGoFUp9VI+LWPElPh+BLlo1XL3L4rf78d/+A//Ae3t7eIWFQRBeIhZbZ5gwmqjYRgnlFLGWhfQNgzjRyXeexOmNchS+5eCKsXs3LkTHo8Hx48fx5UrV+7lVIIgCML94XY5O61WBI2ibxjGe0qpF1d5/vsCFXA+cOAAotEopqenkc1mMT09LTmDgiA8ECxXppBqGzscDszOziIYDMJms2FycpKLju/atQtArli9w+HgLiIAMD4+Dq/XC4/Hg/r6eoyNjcHlcmFpaQl2ux3ZbBbV1dX48ssvsXXrVkxNTaG+vp7r84ZCITzyyCNYWFjgov3ZbBazs7Po7e3FtWvXEIvFEAgEsH37dq5fDADXrl1DTU0NGhsbAQCTk5NYWFhAQ0MDZmZmuDRkJpNBX18fBgYGcPv2baTTaSwuLsLr9WJgYGAOZbBaEWxTSo0ahjFe5P2iIvkgQ21s6A/C6/VyYehsNlt2LU1BuN+sZT3XSi0FWO7nXum99vl8SCaT3BXD4XDA4/FwAfvGxkZks1l4PB4kEgksLS3B4/HA6XRyO6lEIoH29nYu3L+0tMTdN4DcXPbCCy8AABd1d7vd6OjowP/4H/+Du2b4fD4AQF9fH9LpNHdAAXI1k6PRKF577TVucfXrX/8a3/rWtwAA77//Pp555hmMj48DAGZmZtDS0oKFhQVcvnyZYyt++ctf4l//63+NwcFBxONxPPvss3j33Xfx/PPPY2BgAIFAAFevXuWC+93d3bh16xa2bNmCc+fOYW5ujttWdXd3c8ut69evc3GT7u5cauD58+fxH//jfyzrj3VVtUMBQCn135DLB7xh8d4fGobxi1VdYIPZt2+f8c477yCVSuHChQuIRqOYm5vDT3/6U95ndHSUC1gLQjFoYrKaRIv1LrTZbLDZbLDb7Xc9bFFdWiDXGYIKouvHUucL/acVdrudu3ksB51Hv74Zp9OJpaUl2Gw2eDweLjpf6nxALgo7lUohk8kUHS/dj2LthGgfAEU/b2NjIyYnJy07atjt9rvut9V3Rm2V6urquFQiWUTUFmlpaQkOh4OtqWQyCafTiVQqBZvNhlQqxd1SXC4XnE4nd2eJRCLYv39/QV9HameVSqVw8OBBDA0NYXp6GsFgEB0dHTh37hx27dqF7du34/r16+jo6ODjAHDvSeoN2dnZicHBQdTU1HCfSWp5Rp1RCHPLt0gkgq6uroKuNvST/pbPnTuHzs7OgubHhN44ORaL8bXoGGqnpo9rYGCArzE1NYWOjg7LZtHm9m+xWAzNzc3rX0AbyEVlAvgZgP8PwFtkFSqlngNwVC+wvRnYt2+f8Ytf/IK/gI8++gg3btzA2bNncebMGf5SM5kMm+7C5sBqYivnKZ8mv3JxuVyw2Wwral9kFsVwOLxsyT6PJ5eam0wmkc1m4XQ6eaK1YufOnby2Ta2ZdGuEKCYAS0tLfB0SDF1UbDYbHA4Hstksn89ut/M1ANw1NjrGLPj6efX7Tw8J+vjq6uoQj8extLTEn8s8Lo/Hg0wmU3B9EkYac2NjI8bHxy2/P7vdjrq6OiwuLvLDB4lnY2MjuxMXFxfh8Xjg8/m4pyEJNHmSstksW0cDAwO4efMmHnnkEbS3t3PzXZ/PB7fbjaqqKgwNDXGz4t7eXoyPj6Orq4t7cZqbOE9NTWHPnj08V1GjaXN/Ul041hur3qalmnQXe6+cY+jnhnSR4JPk6nG+CeAl3HGBngVweC0KaG8k1E+Qni7effddDA4Owu124x//8R8xNDSEQCCAWCyGycnJ+z1coQQrES99PcKM2QIiKyqdTq/IG6A3S52dnYXD4QAAHqPe0zGdThcIo8fjYbED7ogENZf1er1sneiWCoACYSABoX6K2WwWgUCAm8LqE7/f70c6nS7YRh1TqKmsz+fD7Ows9240W4DBYLCgh6J5bADYDUj/58LhMABgenr6rv6K5vN7PB74/X7YbDYsLi6yBUUPqfp3R+Ku37NsNsvbqTFvKpXiTvOpVApOpxPT09NobW1FIpGAy+Xi+xIKhXiNLJ1OF9ybzs5OpNNpzM3Ncf9L+u7Icl5aWsLLL7/M33tLSwvGxsYK/h4AoKenB0CueXQ0GkVPTw+LAY1Zb3BN2wm9/2mlsFFdJABwFZY/yl/4MHKpE2Nrce77AU08sVgMU1NTAIDTp0/DbrfD4XBgeHiYJ6OVWgmVTjmW11qtY9FkSJRqLqsLoNVkC+TG7nK54PF4uO+j+XrF1oupYW4ymcTs7Cx8Ph/sdjtfR7fS0uk0u6ho0spkMgUTNt0f+jz6dWk/WkuiyZ2sELJaqMs8/b3TOevq6rhrO51H78hOLsHJyUnYbDb4/X4sLi7yBEwNihOJBGZnZ3mSJiuKoG7zmUwGsViMrSfqpE4d3EnE9c9Ix5JQxONxtlbJ5RcKhTA7O8vfGTVwttlscDqdiMViCAaDHPhGlh0JIAkmWb/0EOLxeNDU1IT5+Xls27YN4XCYj7148SJ6e3vhdrvR1dWFjz/+GI2NjXj++edx7do1VFVV4caNG/x32d/fDwA4dOgQhoaGEAqF4Pf7+fsHcpYc/Z2QO5JcjV1dXQBy1tzevbnmOdTAW/9u6TsQ7mbVTXWRK1E2ahjGp2s1qPsJ9RNMpVI4f/48qqur8fd///fsMjp+/DivB9ITrTSTvUOxta7VQE/zpaw1M/RwYjUemlTJTUbn1AXaLIQkGtQBfnFxsWS3d/qbCIVCsNls7NokK4SCIUiUvF4vWxKpVKpgjNlslj+HlTuQ1n/IDRkIBBCNRvke0ARI98Fms6GxsRGZTIYn+snJSfh8PiQSCXi9Xl6DS6fTbL2SdTo6OspWUTAYxMWLF2Gz2QrGTAK2uLjIrl0ao8vlYlcsCWNdXR2LXyKRYBei/jnJcg4GgxgfH2fxpYcCm83GQWzkZo3H42wJ7ty5E+l0GqlUCnV1dYhEIvzZMpkMfD4fYrEYP9zQ9tnZWTQ3N2NhYQFtbW28zhcOh/neURRjIpFgV2UgEMDQ0BCefvppfpi5dOkSf2e9vb2YmJhAX18fgDv/d8idZ7badGtuOVdmKbdhpbBRTXVPI+cCnacSaUqp7QAOAzix2VyhwB13aCwWw7vvvouxsTFEo1G0t7fD4XDgxz/+McbHx2Gz2eB2uzE9PX2/h7yh3GuE4EqO08XO/B+eLIdS59fXoDKZDFpbW9kCo33JWrGyDslCIjcXuQ7JfQXkJjGzuw3IrTNRZLE+JrIE6XN5vV62dsbHx2G329nVmM1mEYvF4HQ64Xa74fF4EI1GYbfbsbi4iEAgwPeBfmazWRaxQCAAm82GSCQCt9vNx5FF4/P5kMlk4HQ6+eHN5XIhEomgrq4OANjVrwsjBX6Qi9LhcGB6ehqhUIitxtnZWRZY+gx0nUQigcbGRiQSCQ4eyWaziMfjyGazcDgc/H2TQJIFSkIZDAYxOjrKlpe+PkcPGXV1dWxVu1wuvoexWIx/hsNh/m7IcrLb7di6dStu3ryJ5uZmpNNp+P1+jI+P4/HHH+dIykAggIMHDyKdTuOv//qv8ad/+qeYmZnBuXPn0N3dDafTiR07dgAA5ufnsWfPHg5GoTW8UChUIHS6wMVisQJXJgljsTU9+pxCIRslgn9mGMZfFHsPgG8zBsacPn0aAPC3f/u3CAQCOHXqFD744APs3r0b77zzDq5evQqbzYZYLFZxEaIrsfTsdjs/3RO09kOTKe1DkyrtSyHj9ORO5yt2vx0OBwcvUHCDPk6bzYZwOMwTii5c4XCYRSaZTCIcDrPAeTwepNNpDA8PAwBbWbrrc9euXUin05icnEQmk+HJkj4HWU9+vx/JZJInVz1wIZPJ8L2ZnJyEy+WC1+vldTGn08mfyel0wuPxoLa2FiMjI4jH4/yAQNcgi5AEkII0MpkMHA4HGhsbEYlE2N1JIgLkrJlQKMRrfIlEAuFwGJFIhEWhvb0dw8PDqKurQzabRTKZ5HVLm80Gl8uFQCCAzz77jNfAkskkgsEg2tracOHCBdTV1eGzzz4DkHuoCAQCmJ6ehsvlQiaTgd1uRyAQKFhra2lpwdzcHEZHR1ko6+rq4HQ6EY1G2QLy+/38N5FMJtHU1ISFhQV+eKG/JZvNhqamJgDA9evX0dLSAgBob2/nNVf6Ppubm+H1ehEIBPhhhv4W+vv7Wah00aLvmdyTJHD3EhRi9Z5YfMXZKBH8rmEYf5W3/v4IudZXbAEqpf5XvozapoHcoUDuCfHSpUv4/PPP8dlnn7ElMDIyAgC4fPkyfD4fu6HoybyS0MXGHEqvL/4TupBRDmY0GgVQGC5PkXtmlyMdHwgEEI/HkclkEA6H2Ton91ZdXR2i0SgHKTgcDqRSKaTTadTV1bEFRa4vEoPFxcWCwA0r65OsR91ySyQS2L17N2ZnZzE7O8vCEggEcPnyZbS2tiIejyMUCmF6errA1Uqf1ev1IplMorW1FdPT0xyAY7PZeE2M9g0EAmx90aReV1fHltnS0hKmp6fhdrvh9Xr5/LTeeOXKFbS3t7PIkbVE1hQFmpCoBoNBRKNRdj2StUwWDP3e3t6OyclJpNNp3oesXj3nzev1Ynx8HI2NjWy10v0kd2gwGITL5eIcsnQ6zcLs9/vZPU1/e0BubTQYDCKRSCCbzaK3txeDg4NIJpPo7OzEwsICqqqq+EHH7XYjkUhg7969mJ2dRWtrK6LRKHw+H5qbm3H79m10dnYiGo2iv78fZ86cwaFDh/Dhhx/i0KFDBdYb/V+gyHLdcqP3SBSXE0LiXsVS2GAR1F6fBvCqYRj/lH9d1FJ8UNHdoZQr+MknnyAej2N2dhZDQ0M86USjUV5ofxgT6M3WlJVlR9tLiT9F05HrjYIRdFdkKQuThJCqX1CABgkoRSkmEgm2xGi95/HHH+dIXhqn0+ksSCamCZqulc1m2RVnLpJA/+jJfnZ2lid8EkYaC1kv5J4li2h8fBzZbLZgDDt37oTT6cTo6CivaZGFRetVdF4KAKF7Rw8EbrebE6j1LigUNOL3+znghSI/KbqTRJW+J0oboAc8mtzp3LFYjF2aZMHTeiVZksPDw1haWkJXVxc+/fRTXjckF+Xly5fZdUtra/Qd0zUPHjyI48ePIxgMckoIWXMkyBSx2dHRgcHBQU4op8/R19eHpaUlDA4Oor+/H6FQCNFotMBd7Pf7OS2BLEOyCufn5+F0OtHX18fCc/LkSXR0dBSI2sDAAPbu3VvwYFBs/c68zSqFQFgdGyWCPzYM4/va6+9p3ebvEsnNgC6Cn3zyCdra2vDOO+/gs88+QzKZRDKZxNjYGD+FU5WEUpGBDwtW4e26W4/cdrrgmfcjS0Z391HKCeV50eTr8/kKIvf04AXgTmh9LBYryBVzuVxs2cXjcZ5wyGLUk54pt4vEnYSEIkAbGxvZxUdCQ2tjJGz0EERRlBRFGAgEMDo6ymuctBZJrnSv18vlq+g1BXeQW5AsQRJFWmurq6tDIBDA5OQk3y8SeMrNW1xcRDKZRGNjI0ZHR+FyufizkNUJgIN8yPVLaQY0GdPfvcfj4ftss9nQ0tKC69ev8/dNgSoUUEJrruPj4+jv78fExATfXxobfYf19fW4evUqXC4XC63NZmOrzO12Y2BgAMFgkF3lmUwGNTU1mJmZQVNTE+bm5pDNZvHNb34TV65cQSKRwPz8PK/TkZXndrsxOzuLf/Ev/gXGx8cxMzOD7u5uBAIBbNmypSCSknLudEuunJy3lVhw5jVAYW0oVwRX20XiFaXUl0qpd5VS/xa57u0PBbFYDNFoFGfOnCmwfMjFV1dXx0/2D5MlaA77J5xOZ4EAUkSi/tRLEyEJ4M6dO3l/84Tg9/sxPT3NrjJKP0kmk0gkElhcXMT4+Djq6urQ1dXF4kjBIuYKIuQOo0mKIkOXlpYQCoUQDAaxtLSExsZGHhfl6lFEIq236cnFk5OTnFLQ1dXFY6XKIGRBkJU2OjrKY6ESU1Rzlqwc3TIjcdy/fz+7H6PRKILBIIuZvl5J7s2WlhZ2I9NDAkWjUuBMKpViEXe73WhsbOTEbnqP1gdJzGldraWlBS6Xi60i4I67mty0ExMTBcE2w8PDWFxcxOTkJK9DkrX4+eefw+l04sqVK3zfg8Egiy0J5NLSEoLBIK/nUUSo3W7H17/+dXZlLy4uYvv27Ryh+dhjj6G+vh6HDx9mC2/Xrl3Yv38/AoEAB/a0t7ejo6MDf/qnf4qOjg709fXhhRdeQE9PD0dpUoqC3+/H4cOHCwJY6Huk9AVdAM2VS6ywEkcRwPvLai3B7yFXLeYIcr0EjwDYjlwbpeMA2jZjYIy+JvjOO+9wMMGvfvUrJBIJ3Lp1C8PDw2xxUHLtZsPsxiRro7GxkS2wlaY8kCVC/9kpERu4s/ZF62XkygIKI0LJ/UnWIz350+TncrnYPUkBEJS2Qm44t9sNn8+H8fFxLjdF7koKwqGoQn1tiHLKyBqZnp7m3De73c73hdyNZH16vV4Eg0EsLi4iGo2irq4OLpeLg0foASIQCHBaBAXh0GchN+Xi4iKLPFlK9HsikUAikUBraysL8vj4OAf9kEANDw8jHA6zIFN0aDweRzgcRnd3N9577z0Ad4J3KK2gpaUFly5dYqsvnU4jEAhwiobuRiWhIguOxhqLxdDW1oaRkREOdPH7/RgdHYXb7eZgEco79Hq9GB4e5kjenp4e9rh4PB5UVVUhEAjgwoUL+Ff/6l/h4sWLvA7a3t6OTCaDeDyO3t5eTjZvaWnhh7VEIoEbN27A4XDgueeeKxAu+n71pHPKvyunuslySDDL/WFDK8aYLtyKXIrEt5GrGPPIml5gnSF3KCUqv//++/joo4+QyWRw+fJlflKfmJjgNYloNMrWz2bJGSyV5G8OXiHI5adHVtITtp7TRiHylKisi00oFGIrQQ9soLHQuHbu3MlWldfrRV1dHS5evFiQREwTvM/n43B9l8uFuro6XrOisH1ah2xtbWX3J4XzU6AJRa12dXXh7NmzHBl4+fLlgpqKZL1ls1mEw2Fe31xcXCxIPaBgmUQigaamJkxNTXHA0OzsLHbt2oXx8XG43W50d3fjwoUL7Aame0KvKfmc3LQU/EIPC2TJtra2wm63o6qqisVArxGqW7FUBszr9XJgCq376rVxGxsbceXKFc7BS6fTiMfjaGxsZA8IrZ8ODAygtbUVDQ0NuHTpEosyff+BQACzs7NoaWnBxMQE5xnu3r0b09PTaGlpwY0bN7BtW64ndyAQ4HGT90XP/9u9ezcAoKamBl1dXQVBVg0NDVyHkh7kKPHcHLVpTio3i5SegK5jta+I3IPBhlaM0TEMYxTAKICf5NMkNh2xWIyTWCnogULOE4kEJiYmuOIEAJ60KHmYJukHmVJVbnTrkCY5WlMZHR1FY2MjC8v4+DivIwG5e5FOp9lKoEmXrBzKRaOHBwBsfQFgay2ZTHIABSWok7WmCyGt6xFkLZE7NJFIsCuVLBG/389uWPqsFDASDAZx5coVToWIRCKcGE55ocFgkB90aE2O1txozZLGTtbT1NQUP0DQGtyWLVu4rBi5AckS2blzJz9ckfilUil268bjcXarkjDMzs4im82ipqaGLV8SZ0qXuHz5MkeCkkVM95ru45UrVwry2Mha0tcmqWJLU1MTbt++jXg8jmg0inA4jEwmg7m5OXaxUvoHWfB6OsvS0hK++c1v4pNPPsGLL77IVhi5gq9cuYKdO3fy56TP1NzcjEAggB07dsDlcuHMmTPo7OzEli1bCiI26X09UKWYlWcOZtGFrJjL0srCkwCXzcVq1wSX483ld3nw8Pv96Ozs5NBsij4k11xtbS3i8Ti71mKx2F1VZAAUVHO/XxS7vnntT08V0CFXEeXBkSVC7qdgMMgCSEEeNIGRS49SGih5WreiyHVKLjS/388pAvTUTm46PaWBKoxYlf6ioBu6bmNjI1/T7/ezZUSVWsLhMB9D3xm5Ien+0doVla2itjZ0nfb2dhYqyltLJBKIxWKoqalBLBbj3DZyKd66dYtF7sKFCxwwAtxZrySxptQFetDq7OxEMBhEJpPB6OgoBx3F43HMzc3x+mJLSwu7X2dnZ/H4449zoEl1dTUH6wDA9u3bYbfbOVKVRH96eppd2BS8RA+Hc3NzXEaQvk+6vyQIPT09SKfT6O3txdatWzkgqKGhATU1Nfj888/xne98h2uQksUYiURw5MgRhEIhNDc3o6enh3/SA+m5c+cAAM8//zzOnz/P63nk3qRSYpSzZ/7bJnTh0l/r7+vLAlZLBFbHCA8+6yqCVEVms6Enu1I0GVWKGBkZwczMDA4fPox4PM5JzBSyTy46ACvqPUjH6VbNStCvq5/D6vo0cQPgSiV6ZRNdCGm9hoSBJmly+dFrWpNqb2/nz03J8HR/wuEw0uk0otEoWxU0Hsr7ooAkp9OJy5cvs0uQhJesqUAgwGH9tD/lnNEaHH0/kUgEiXx9Sb2eKI2ThEJf3yOri9IUALD7OxgMslVJFiqtnVGgzOLiInbt2gW/34/5+Xm2EsktSCJJKR2U1G6z2RAKhVjc0+k0uzgB8GdYWFhAKpXCoUOHYLfbEQqFMDk5WbDG5vf7cfXqVXZZk5uT0jTm5+cxPT3N1tX169fZoqPUEfJyUAUZsoA7Ojr4uycLD8itL+7YsYMfWLZu3cr3eHh4GF/5ylfw7LPPorW1lQNyvv/97yOTyWDfvn3Yt28fnnzySQQCARw+fBjRaBTbt2/nCi1Hjx5FW1sb2tra4PV60dfXx4EqBw4cKEhZ0F2betDKcikLlB5F6DmdywW+CJuP1QbGbLp+gcuhrwlSP8EbN24gEolgYGCAw9Cj0Shu377Nlh/lSVEJqHuBhKVUbzWrY6yETq85Sf+xrQgEAlhcXCyYLCgwRV831EV+enqarWMAHAZP62p0XT2Xcvfu3RywQutYLpeL19H0qjGUZD47O8uuaMoT7OjowNjYWMHaJKVFUPAFRQeSG5ZqRtL+ZMGS6JBQkxhQUjvdA7JWSRD1+p5kmUWjUV4jSyaTXDuTRFkvtUfraVTay+l0FrTpocAXuj4F+JBlS0EsdN8AsJs1EAiwANHfI5VC83g8eOSRRzA2NoZgMIhkMonm5mZcuHCBS8RRFRWK+KQcQnoQIUElUR4eHubAFHr4evTRRzn3Tg9uCgQCOH36NMLhMDweDwKBAFpaWnDmzBm0t7ejubkZ0WgUXV1d7IUhoRsYGOC/z66uLkvLzJyIrq/zAXenIlgFrAAicA8LG5UneAq55Phf3/NJHjD06NBUKoVPPvkE586d49qTVOXi+PHjcLvdiEQiXJ+SkqCXo5hwWW3XE7xpPYUCA+gYskb1OqY0QVMIu54QTutdOiSatPYzOztbELFJ16CJmVJFyIIh9Jw4ErpIJMKCSoJFofvRaLRgvYjEhISEhJDcfbR2R2tgJDbkCtQbu1LqALkvyQrr6urivm8U0EOTPaVDUICL3nqI8vFoTY0eLvRyaGQFUroBFY+mBwgqAxcOhzkRvrOzk1MI9GaqZJH4/X6uZqI/rJCVS8JHDwZUgSUcDhf0uNOtTbJEqfB0Q0MDZmZmOFdSTwWhMm1bt24tyAusr6+H3W7H7du30dbWxt8//Y0ODw/jqaeeQk9PD86dO8fbQqEQHA4Hjhw5wn838/PzaGho4Mav9P9vaGiIe+8tV0Baf9gjsbMSSp1ycvQkkX1zslF5ggrAXyilskqpU0qpf6uUelwbxONFj3yA0f+T6dFvyWQSCwsLGBgYYNcWheLTGg49dZdCFzp9/Ym201O8njeVTqdZAEgA6Wk8kUiwAJLrkiZtup4uzubu4CSw3nx/NSr7RQEZANjyoMAHcnHSmhmlDOhuMRJUEj5yYeqWFaU4ULQo5Y7RREnWXGtrK1dSoYmotbWVLSESWsoNjEQimJ6exuzsLOf9UfeEVCrFuXRALp+PRJgiTWmMDQ0NbMXQd0FrnZFIpKCvYEtLC1tEJJa0VhyJRPh6ra2tXF7NZrNxkXa9Ie22bdvYYqZSbyRa9JMiOykSVy9fRz35MpkMdxsHclZzfX09997zer3o6enBrVu3eL2WAnpqa2u5bVA6nWa37v79+9Hc3Ay/34/29nbs2bMHjz32GAcQhUIhhEIhvPzyywBynRP6+vrQ1taGJ554gn+/desWW3UEdSV3uVwIhUJoaGjg980uTtqPoNqmwJ0lDT3YxaqdEHkOSqUBmYVWeLhYrQi+ZhjGPsMwbAB+AOCrAN6iBHoAr696hPcB3ZVy7do1Tob2er1cCf7gwYNoamriiD49XJwwC4QZCjih6hoErT3RWhQJHOWe0X9EqqAPFAqiLno2mw2PPfYYCxaFnOtjoveo1Jc+9sXFRXR1dbHlQi453Y1IwSa0PwDuDUcBHZSqQOthZBGRJUIWEFnXV65c4TSVbDaL4eFhtiTT6TR3EiDxaG1tZQuNBDUcDiMYDGLr1q1obW3lgI14PI4rV66w6DU2NnKeH1nOQG5CHhsb488ZDofR1tZWUPibHkyo9yQFsdA56N7Q9enz0Bop/a1RfhxZn1evXuUi1tTSiApekzuUAnPoYYKsNxoDWaf0t0JRtmNjY1hcXERnZydsNhtGRkZQXV2NRCKBtrY2ZLNZ9Pf348aNG2hra8Pc3BzS6TSamprQ2dkJr9eLmzdv8gOXN18qLhQKcbRuR0cHAoEA3G43+vv70dvbCyDXD6+3txf79+9HTU0N//0cOHCAE9TJmtMtN3Pgii5a9B6lMJgtO91CtBIxCqRZST6s8PCwKhE0DOM97fcTAN4wDKMdgA/AT/I/Nx36f5Sqqip+uqdovatXr+LTTz/F1NQU7HY712sEwE/nwWAQNpuNc7iAuyM1yYVVDD3AhQSTctl0yNrSE5f1qEYK4CBxpHUn/XPqYe+UCwaAuwZcvny5oGYjWT/kDqY1JLLmkskkxsfH+TpUcozOT2W66BgqcD06Oordu3ez1UUTPlURoXUp6rxA/fouXryIxcVFTE9Po729HW63G9FoFIlEApcuXeLiBhRqTw8flIaQyWSwdetWHp/D4WBRozXgdDqNX//617wuRl0PyOoFwOuKJJrj4+Nc2o3uO7lz6fuhBwZyVdKDBq2F0nofNXrVH3LIBUueg/HxcX7A6e3tLSgKMDs7i2Qyif3796OzsxO3bt3iPMwbN26grq4O165dQ1NTE/+k4Jaenh4O+nniiSdQX1/PYw8EArye19fXh6amJuzYsQPV1dV47rnnUF1dDb/fz8JHFhy5yvX/c3qaAQkkgAIR0y1CK1E0W4H0d2yG9pO1wMpmVSJo4e40gFxUqGEYb2GTpkjoHD16FLW1tThx4gRP5A0NDZwrSLllFCVIEx2Fe1NNSKDQtQqAJz4ryO0GgF1zVNSZRJBCzXWrj6wqPb+PJkA9oILW5cj9RUEWZA3SpEuh7h6Ph8WNLDmfz8frRXr9SVqHorQE6l9nLgy9tLTE4kJreLS219raioGBAdhsNk5TSSQS7BakoA+Hw4FAIMBh+zabDZOTk2hqamJhpT509P1kMhl0dXXBZrPh2Wef5e+QrFGyLumz6/Urg8EghoeHOa2jvb2dvxeqrJLJZFBVVcXjpUomDQ0NiMfjbOGTBUm1RgHw/SJvgMfj4WjR6upqLgIAgAU8Fouho6ODBTyRSKCnpwfXr1+HzWbD9evXUVVVhZ07d/LDEFWNAYCtW7diy5YtcDqd6OzsxGOPPYYnnngCjY2NePrpp/HCCy/A7/fzWObm5vDiiy/ixRdf5GhNr9eL7373u+jr6+OHlK6uLnR1dRVYaLplRy5Psv50AUylUndFaZotNXPAl1UwjL7NfA5dbIXKZa0LaG/6aFE9OnRoaAhOpxP/8A//gEOHDuHtt9/GyZMnedKigAqagFOpFAuQHr1IgSmUuExYRYCaO4rTT1pfIlGgvDodmuBI2AAUtDKigsZk0ZFFpI+XKqBQgAMVayaLh8LvqfIJTSAU1EJlv2w2G9rb29kapACRUCjEYkXdxUlQqB9dR0cHJiYm4NXa5tD9dblc7FKlsH9y/SWTSbS3t3OELllS1BW9sbGRE8lJPHS3IlnT5FbUG7uSEGYyGTQ0NGBpaQkTExPc4oceLC5evMgPGDabDTt27MDY2BjnOl65cgW7d+9mC6+9vR1VVVW4ffs2HnnkEczMzHBkLV3HbrdjamoKCa0Zrd4rjwJe6EGiqamJe15S5ZWRkRH09/fj+vXrePTRRxEOhzE4OMjXsdvt2L17NxwOBy5fvszRmjdu3MDXvvY1/NM//ROefPJJuFwursIyNzeHLVu2oKurC+fOnUNNTQ2AO7mluoWlB/QQVtVZdIvPKhFdp1Q5Mj2IRqhMNio6NIuc9XcWwAkA0GuFKqU8m627PIngwMAAgFwVeSqk/fHHH+PmzZucVDw/P89J1yQcViII3OlBR9CEQBF45jqepdYoyKVHazw0CQN3OiU0NjZykjRN0LQW5fV6uQRcLBYr6M1HFUz0xHHqbUcWE9VzpORwqphCokRCQq5KagxLbjuHw8GBLLReSKXAZmdn2WrU1xX1z02BO1SwgAJv6IFBb0FEqRAkalRaTX9YINHTOyiQZUuWl9/vR319PUZGRlhgfT4ftm3bhmvXrvEETFVy9NJjlL5BaRW1tbUYHBzEwYMHcerUKRZ7SkUgy7+jowMzMzMAwEEyVVVVmJ+fL6i8Qu+TFdjd3c37UAk1WpskNzYFH5GwU87ljh07WNgJb75l1aFDhzAxMcGdFqyCTayEj17rWEVl6vm5+rn044u5LotFbZYbzSlRnw8fG9ZFArl1vz8HUI07XSV+qpT6LnLBMpsS+k9OgSYU0l1TU4OxsTHOB6NEbHLJ0bGLi4sFLk1yrREkgLprFLizbmgWQHNwDXWyoKhH4E7OH7n9pqenC8qGUXL25cuXudAxrTP19/dz3h6Qq1gSiUTYxUpVUQBwJRGbzcZl08LhMPx+f0GwzOXLl1lQSfiGh4fZCiXh0YuQk2VGIk5Wo9PpxOTkJJdV27FjBweReDwezM7OYnFxkV1o9DnI2qPvi4JzKAKSSrzRvSf3MlVnIWGanZ3F559/DgAs5IuLi5iamuI1wP7+fgC5CXrHjh3cgYHKi5EVt7CwAJ/Px+ej6jO03ks5kYlEglsC1dfXY3R0FNeuXeNKL7W1tchms6itrYXNluuQTgnoHR0dcDgcqKmpwT/7Z/8MX/3qV+F0OrFv3z78wR/8AUKhEJ599lm43W52+R84cICjSgFwpZeOjg7++6DoTT0HUHcr6lGbVtGYFIlJx+reDN1y0yM2zdGZpQTQLMjlCpsIYOUiBbRN6HmCAwMDGBsbwy9/+Uvs27cPH3/8MRL57gLUYolco+QepGr9BD0R661+zD35KOeO1nTIyqC+c1RnkXqw6W5Uerqn/DwKkFhcXGQhIZceRV5SJCG5TD0eDwYGBuB2u1FXV8cNaWm9j9IOaM3Q7/ejtrYWExMTnM9HwT96BClZj5QzR7mDJDT19fU4c+YMrzeRKNH9onqjgUAAZ8+e5dql+/fvx9TUFFwuFwe8tLa28hosCSx9LpqUyR1LqQkkSmSF6TlmVAhazxOcnZ1FV1cXp6SQ4FBnC7LoyUVZW1uLW7ducdUhPV+Tjuvp6cGlS5fg8Xi4tyKtBwK5Bw76DingKR6Po6Ojg1N2nE4n6uvrAQCPPfYYV6+hewrkHqIOHz6MS5cuoaGhAU6nEy0tLbh16xaampqKBqnoNURJ8HQrrpir0/yefkwxN6nZlWneR6dYoru5KHax44WHn/vWRcI0iE3dWT4SiWBmZgZDQ0Ocm/eb3/wGN2/eRFVVFZaWlnDt2jWul+n1etkVSUE0JHgkUvSfUg8uIQuA3GKUJK6LHSVKkwtscnKSgzcodYIiEck6orwzEkcKtKAyY+Qu1YsZUxCN2R1GIk7WG1lSVNmFgny+/vWv47333mPXMFmGlNhOrjgS+6amJty4cYM7RlBNSIpaJFcluZxpkqcAHb1jAxX2TiaTHD3a1NSEwcFBdpF6vV52T1I5r6mpKRZEWo+lGpjUaYIefuhhJ5lMcmcIlytXqICaybpcLv5+yIKn746s2m3btmFhYYEFb3Z2ltMSFhcX0dbWxut3X3zxBXp7e/Hhhx+ipaWFXZp6Wk5XVxcmJyextLSEI0eOsPA6HA7U1tZiamoKbW1tSCQS6Ovr47qshC54VMTaLFZ64Ip5zY26LJhdmvr5dcpZu1tOvETchFJsWGd5AGcAnDYM41OL97dvtvqhJIJA7j/Z22+/jWvXriESiSASicDn8+HkyZMAwAWhyXKhQBPqtEDh8GYo5J/qMZrXD4E7ATLAHWtPXzekTgp0rL7mSG2IqPQXWTuUB0e5e4l881oKAKEoUFoXc7lcuHLlChwOB8LhcEGZMX2CJKuRJlVKD6F0CorIpP3o81N7Hj3BnNbUKNWARIUsvN7eXgwNDfH6VzKZ5EChZDKJ7u5unD9/nsWHXMAUCUuRnxSEQx0thoeHsXPnTl5LdLlcd6UykBVM22htkFySU1NT/P3RWmxbWxt3J7969SoAsBVOk3g0Gi0od1ZfX4+xsTF2a/f29rK1T+uWlKgejUY5KOjw4cO4ffs29uzZwzl/IyMj8Hq92LJlCwCwG5IKgZPVaxZA+gxml6SV5WdOb9DvgX6M1Xqf2Uo0Y+US1UujiUgKxdgoEfyZYRh/dM8neADRLcHBwUHONbtx4wY+++wzfvIeHBzkkl7khtMbv+pBLhTJSHUyAZQUSQBsDZr7/unJxCRAZKUFg0G2PGlNkjoAuFy5LgkUlk8uSbKgyIUG5FI5KO1Dz3+kyFAAHP5P49ADghL5epqXL1/mYBESrWAwCG++2wSthemTIFloeiSt1+tl9yS9pqhcivaktVQKIJmdncW3vvUt/PrXv+ZjyFVL0Z4UDEJrcFRibdeuXfwdklVN1pfL5WLBpkmW7lt1dTUA4IsvvkA6ncb09DRHZKbTaVRXV+OLL75ALBaDz+dDVVUVexDcbjeGhoawY8cOfgh47rnn8Nvf/hZutxuHDx9m8afgGiIQCMDpdOLUqVP42te+hrm5OdTU1LDo6IKl59fpLk0rYTGLGP1OlHJh6hRzZ5rPXer8pQStHLETQaw8Niow5tQqj38gof8wTU1N3J2aJtDx8XG2Furq6rifHE3mesURPSKPjiGoK0JjYyNbYLRmBqCgMDdwJ2CGJlAgJ6RkiVKAByV6610laO1veHgYk5OTPB6qWpLJZDj8nopXT09Ps9g6nU7s2bMHu3fv5slu9+7daG5u5nqcZNFR+gKQEx7Kn6RKIhQ5StVMnE4n+vr6OMhjz549AO5UySErkjopjI6OFkSMkvjqASWU6nHu3Dme8MkypShSSmsJBAI4evQorz3S2mJ9fT38fj/6+vr4flJEqp6XSe5kEri5uTkA4Ajaq1evsqg3NjaipaUFhw4dwvbt2/Hll1+iq6uL8z23bNnCpeWonNc3v/lNPPXUUwgEAti/fz/cbjeefvpphMNhjuDds2cPampq8Id/+If8d6sHqNB3ppcZ03+n9+lemfPzgLujM83bdLEtJziFXKDFIkiXEz2rsZVCBFAoxmqb6s6vySgeMOg/zNDQEABgbGyMm3t6PB6cPXsW1dXVGBoa4jJk9fX1XDmGJkk9NcFcUo2S1mOxWEHpMz2hnKD1HoJcnFSYmaITKRrU7XZzHUcKqKGJn1yPFHABAE1NTbwuSW5QWt+idccLFy7wtej6FB1LeYRUSJoKOAPgtbJUKsUPCrReSa5A2pdy18j1SeOj9VRqGTQ7O4u2tjZcvXqVx0mRnNQ9/tFHH8WFCxe4ygmJFz3MdHZ2YmpqClVVVfj88895/ZY+FwWvkPVF6HmB5FJuaGjA/Pw85z6S6G/duhU3b95Ef38/Pv30U27NRRG5espCLBbD008/zaklkUgEPT098Hq9aGlpwczMDHp6egCA196ampoKOicQ+jbdvQncESxawzOLg+6uLMe6MrtGrUqWmY/Rxa+Y9Vjq2mL1CWvJai3BNykdQikVNr+5lgW0lVKvKqVeUkodU0odK3P/V5VSP1dKvbrS6w0MDMDpdKKhoQEAOKCE2vX4/bmGpZQwf/XqVZ4syVKjbg/m9AbgjnWm53qRKOgCqDeN1ZPgd+7cicXFRUQiEaTTaVy5coVrYFJah81m46jFxcVFXh8jNygFtAwODrJAUl4dlVGj9AJKqSCL78qVK2zhULBHf38/tyyidTeyRCifkixCCvCgqjNk0VFSu17+jaw8ukcejwdffvklr2GROO/YsQONjY3Ytm0bnE4n9u/fz2uVNpsNzzzzDFyuXF+/Dz/8EC6XC4ODg1xajh4+yFVM+ZGTk5McTUrWa0tLC2KxGPbv3w8A2LJlC6qqqvCtb30LNpsN27dvx+/+7u+is7MT7e3t+MpXvsIRotQuyOPx4MUXX0Rrayu+8Y1v4Pd///fxjW98A01NTXjxxRfR1dWF/fv3Y+/evWhra4PL5cLXv/51AHeEjoSEXJkkQiR0xepo6hGUtN3s9qTfzfvo5zJXgAEK0xsIc2EHq7XDUhRzp5azb7nHCZXJatcE/xzACHLpEEfyv58AcDz/85hhGP951YNU6nUAp/Kl2O56bbH/G4ZhvKK9PgPgp4Zh/Gi5a+kVYyYmJnD+/Hl0dnaiuroaf/mXf4nh4WEWtZGRETQ3N+O9995jF9bo6Civs1GdSyC3xnflyhVepyP0NT4KbqHkbHJZmiNMKYKSgmUocdqbbwZLa2mUpgCAXYUkjBTFCtypYUpJ6LT2Zbfbueedz+fjbu4UXAKAizfTWlwikUAqlcKePXswMzPDrZJIWMhSJDcvWWlutxuTk5PsVtu+fTsWFhbQ2dmJU6dOsQBls1ley6PPTWJAIkopEvQ90H2sr6/H1NRUQUcFqrRC98hutyMYDGL79u0YGhpCU1MTlpaW8OWXX/K6aSAQQHV1NaamprB9+3Z4vV6MjIygoaEBjY2NXCnH4/Hg2WefxcTEBOLxODo7O3HmzBkcPHgQwJ28RAAcyAIUChCJG4mWuZ1QsUCVYm5LswvSKpjFKgjFjNX5yw1YuR88iGMS1peNCoz5rmEYf6W97kNODI/mfxprkSeolJo3DKNae30EuQ4WRy329QL4gWEYr2nbjuX3b1vuWmYRpNqW7733HhobG/Gb3/wG6XQaN2/e5HJVukiRS41C/KnBqx6VSZGPXq+3wM1JeX0khOTGJAuMrCGyNOk1hffThB4OhzE6OsrvUfJ+PB7n5G8K6KFoz8uXL3N0JFk7FF5//fp1Xo8j9ypZgBRkQ+t89Bko4IPEl5Kuz58/z5GWlJitWxzkViXLEwBHWQ4ODgIAh/5TIQBKv9D7IFL9UxoLtb7KZrMsdiSaPp8PBw4cwOeff84Fxuvr6zE4OMgWIKVM1NfXc5++VCqFc+fOYf/+/QiFQvjtb3+Lr33ta/zd9PX18cMKCd6zzz5bEERC1pq+pma1/maFVWRlsSAT8/tm4TLvU0xkVyMkayVE5Yi5IJQrgqtdEywQFcMwzgE4B+Av8oP42SrPD6XUXovNceRE1gofgFfz1uCotr11pdeuqalBZ2cn3n//fQ4YcbvdBaXTSNACgQA+++wzro5CPd4AcASobgWSYBI0qWcymYIAGv7A8TjC4TCy2SyXHCOhJfcmRS5SCTOq0gLc6VZAYf6U0kG9Edvb2zE6Oor29nYWxh07duDGjRuc5O3xeDhY5Nq1a7w2RrU9aW3SbrezxUxrbN3d3Th16hSX9EqlUrh8+TKWlpY47cDhcCAUCt1Va1Xvq6hXm2lqasLc3BxHlFIBb/q8hw4dwt/93d9xfh8A3mfbtm24efMmGhoacO3aNQwODnJlFyC3DvzEE09g586duHz5MgKBAIaHhwv69FHOXXt7Oy5evIg//uM/5jSG3/u93+MHBL3MGFDY6ZwsPMC62on+gKC7HPX1OP3Y5QTU/L65qovVOt1yQliuGBXbXk5jW6vzmF2zgnAvrHZNsF8p9VyJ94+v8vxATtTipm0JgK2+AvLC128SwKPI1zZdCS6XC++++y4mJibg8/lYUJqbmzE/P88VVcjKa2xs5C4SFGIfCAT4PyhZOcCd6FCyuLxeLyeT65AlQtZNNpvlRHCacEmcdEszGo1iaWmpIN+Q8svIAiTBTaVSqK6u5rqhJGYLCwscJWqz2VBXV4dYLIaRkREAKGi+q3ein5ycZFcqnf/kyZPw+Xw4f/48gJyrtrGxkUXpiSee4MR3egig5P1IJIJbt25xrVSKyJ2fn8f4+Dh6enrYjUtFB9LpNM6cOcPRtzt27GDxpzVMqrKSzWbR2dmJb33rW+xC7evrY8F77rnnsGvXLjz11FMIhUJ45pln4HA48PTTT+PFF19ET08PXn755YLqPUAugIUKTNPfE6FHVJqFzSr6URcrqwTzYmJY6m+b9i8WnGJlVZpdrcWuZSXCxYS5XAGU9TxhPSjpDlVK/RmAI4ZhPF9inz4ALevVPUIp9RKA13VXZl785gG0mcTO6ngvgDHcLYz6PscAHAOAUCjUf/XqVcRiMbz//vsAgImJCXz22WdwuVxcN5M6nk9NTfGkD4AtH7Lq9Dw/fQIhyyubzRZEOJLFpq8bUnAIBcVQ7h4FnlAEJ1U8IWuICjmTm5DWwmg9j6wjsmSoTJheBk5vyQSA3Z79/f0YHBxEKpXCgQMHMDg4yC5MstaoXmoqlauWQsWrKVKUoiD7+vowPz/PRcinp6e57ipZgvF4nK9JEZ5U23JmZoaTz71eL7Zu3Qq73Y7r169j27ZtvIbo9Xpx6dIl1NfXc1oClTh7/vnneW2XIn4dDge2bdvGYkjfj9PpRHV1NW7duoV0Oo09e/YUVFkhkaKqLJScrlNMrFaaD7cWCePlrhXqgTf3cp21QNyeQrmsyZpgXgT3A/gudYNQSj1uVR3mHgboLfW+YRiJ/H5HAPzctCbYilwQTjXtV+I6x5FbDzxbzrhoTTCVSnEniV/96lfw+Xz49NNP4XA48NlnnwHIdZjweDwc8BKNRgGAE9jN4fZkkZGlQOtPetFsl8vFQka5bRRoQekBFAADoKBGaCQS4RB+ymujDgqU40aiSJVi0uk04vE4Dh06hHPnznEzWhIJmvioOo7f78f09DS7VslVSZafHu3Z39/PwTE+n49dx1Tpprm5GQsLC5zKQekldH8WFxfR0dGBS5cucfBNMBjk1kOpVIpdpzSG5uZm7qFIVu2uXbtw9uxZOJ1O7Nq1C4FAgFMEiOHhYXz961/nyM0tW7Zgfn6eLTtzmyCqSWpu+kr3yxydabb2zKkIutvTykWpuwyLBaCsVCCKrR+WsvSKrVmWe10RMWGjWKs1wRpoApjnFQDfL7J/uYN7CTlxLbUP8sEtcQBe09te4I5QljjH61iBAOoMDAywu62lpYXdebOzs7h+/TonyFNaQTabRTAY5Hy0xcXFgjQFst5IDKiJbV1dHUdQ0tqWy3WnmwOtFVLkqd5FnAo/Ly0tcYBNKpUqKENGPykYhLrde/Ptcajp69TUFIs1WZJ0ncnJSR4fiU00GsUTTzyBjz76iINtKEKWPgMFwdA/Wsek1k0zMzNcdYaCTyhvrr6+nhvCut1udHZ2IhaL4fr161haWkJVVRVqa2tZoGn9EQB+53d+hx84Ojs7MTg4yMEsVJ4sEAigo6ODg1Z6e3tRXV2NdDqNzs5OAMD8/Dx6e3stLSBdAOm12ZoyuzrNa4LmNUB93ZCEj34vJoCl3Jn6uc3Ro+Yx6RRzb1q5YK0Cc0qJXDkCuBLrVRBWy3KWYB+A9wDMIdcz8DiAo4ZhvLwxw+NxlB0dqu3zEoCEYRgn8q/3liOGeu3Qjz76iGsu/uxnuRifSCTC//ETiQQmJiYKLDDKLyPRIBcdTfJULoysRODudRa9liilSpjdkpQyQK5WamNEdSTJytNFiRq52mw2toKcTic6OjoKxIzEjnoBktCS61WvThMOh1FVVYWbN29yk1xaI6Ucw7q6OnaNPvroo1yEoLGxEdXV1QiHw/joo4/gcuWqnQwNDXFgTGdnJ5LJJObm5tDZ2cl5e+TiJEsPyLlqm5ubMTQ0hFAohD179uCjjz5CTU0Nurq68NFHH6GnpwdtbW0FokMWWywWw969ewusPHJvWlleVoEiVpOzVaNY87qelVCttjFsOVablQu0VFSolRv3XgVpufVLETphNaxpikReUI7k/7Ui10h3FDlhPJX/eXq9GugulyeYd4/u1V7TOCk61QfgFT1tohhWTXXHx8fx13/912zR0JrUyMgIRypeuXIFra2tGBgY4GLTJAYkLHrlEwrgIJcorZPRvlRvlDq6UzUZWnMjaD8SLnIb0r60rnbw4EF88sknqKur49QMquW5tLTEXQv0YtwUPEOd2V0uF0ZHRwuS04eGhjj1gK5PIkzdEBKJBObm5nhtMJVKsUXrdDrR3d3NwTxffPEFAKCvr4/X7Nrb23H69Gl2ve7duxc/+9nP8C//5b8EAGzfvh3Xr19HbW0tFhYWkEwm0dbWxjl9TqcTW7ZsKbDEdLcjCQ49GAwMDBSIj9nSsbKKdPTJ3UpklmsrZHbVliO09xK1WW4QzUr3LedcK13bFISVsm55gvm0hx8C2AegP/9zL3LCmEAuCvOnAE6spSjmq76MIiduCcMw3tTeOwbg24ZhHNWCZsy8ZRjGt5e7ji6CNGHNz8/jzJkzAICLFy8imUxyRwBqsktraVRUm8RET3nQUyQo+Zya05IL1ePxcJQkFeWm4/WKMWTRUeoAWZVUDHtxcbEgepRKlpFFSWKkF66m4B46ZmlpiffXG9NSWydy65KY9/X14cMPP0RHRwcmJiYQDAb53NXV1bh+/Tp27NiBmZkZdHd3w+l0IhAIYHx8nB8OyG154MABpNNp/Pf//t/x1a9+taBLxgsvvICZmRnON2xpaWFRIoGJxWKYmZnBs88+y98t1cTUBUYXv0gkUiBuZhErVmTa/D6dy3ydYonkVpYXXd+Kciy2laYdlHOdYu+vxTVWu48gmFlPEbTsEaiUakFODPcjZzH2AfiRYRibqru8niwPAMePH8ft27cxPDzMeXfj4+Nct5KqwpAIkpWolwIjqDMEgIISXYlEgtfhaG2RgkyoqonL5eIO9xSs4XLl6oVS9CK5R/Wu87SN0i9oMiFxnpycRFdXFwev0BqZ0+nkc8fjcTQ3N2NiYoKT52lsZNXW1NRwXz4A3Pndm++RSBGXZH0COWuPBPHUqVMsGvX19WztBgIBFnP63Fu2bMHnn3+OcDiMgYEB9PX1AQBHZOqQGJjdi+auB3qtTdrHyq1prtVptc5mPmexSbxUNZZi4qbvo1/3XlkuGlW/xlpEoq5mf0FYCQ9KU93DAF4yDGNVgTQbiR4dGovF8I//+I9sgQwMDKCurg7Hjx9HZ2cnlpaW8Pnnn/PEqfeeu3LlCvcXpPSGVCrF/euoysns7Czn7gHgdUQKWKEgGbfbzdYQuU4zmQwn0NN1aE0SuNM+qK6urqC8GglKNptFNptFa2srtyailkmUX0iTflNTE/eva29vx5kzZ7iNkdvtxtGjR/nh4JlnnuE2UXa7ndsA9fb2YmxsDN3d3WhpacGJEydw8OBBnDp1ilMRnE5ngbCRiExNTaG6uprFye/34+TJkzhw4AB/d7qL06pAtB6BabYcyc1J1wQK2wMRVoJQap3M/NNc9oyOK7bdzHLWGWG2RIudp9jrlVxvpWK2FlaqICzHfRfBfPHslwGM6KXVHnT27dtnfPDBBwBy/1kvXLiAdDrNuYJerxcXL17EtWvXuE6m0+nEjh07MD8/j+HhYfh8PgSDQaRSKe6C7vV62b1IyehkbVIyPLkG9Qa7lDoAgLskkEBRd3FqN5RMJrFz504AwOjoKKdZUBk3ikgF7kR+RqNRuFwu1NbW4ssvv0QsFkNzczNu3rzJndkpz+3ChQvo7u5mcZ+cnEQ4HEYikcDu3bvx8ccf44UXXkA0GkUoFEJzczMSiQQ3m6UC20888QR/9pmZGfT29hYISiqV4pZE1BZIX7eziqo0C4dV1KJZ5KyEgFjOsqNt5nNQEMxauSJXu4/VvsVEdi3dnmtp5ZUr/IKgs1Fl00qOAbl0iv+0jtdYF2jC+/DDD7lYdSQSwWOPPcYuRBIWj8eDVCqFhYUFDA8PcwQoiRLl25H1RfU2qRcgpRbE43HOP6Ti2/RTr3RCDV4BsBXo8/kwPDyM9vZ2TtSnSjW0jkf1Rmtra3H79m0sLS2hoaEBdrudm7uSJZZMJjE8PMy9FH/nd34HPp8Pu3fvxsDAAK9DBoNBdHR0YGZmBjt27OBmr01NTZiYmEBbWxvm5ubQ399fIFaDg4Po6+tjUaP7DYAFV++GQAKmd04gS10XRX2CNB9nft9KvMz5ebSf2aVZylorZQ3q262ONb9vdQ7zuqEVpeqJlkppKDaee3GBrpVbtJzxreR8gmBmXd2hmxGzO/QXv/hFQdTh8PAwEokEEokErl69iu3bt3NSNdXRvHz5MosOBclQCx0ABaXMALDrEwALDOUfUhsi6pZAlUcoGpNcoR6PB9u3b2eBowLQdXV1nA9HUZaPPfYYUqlc6obP58P/+T//h39PpVJ47LHHOCCHOpiPjY3B5/NxR40PPvgATU1NcDqdaGtrw6VLl+B0OtnKIwuPRIRyBsmysxIGPWjFaj3KyrIrtjYH4K61u3IEabnAFbMoWllY5nFYuUKXWw9cbiyrYa3WEwXhQea+u0M3KySCNGG9/fbb7I6cm5vDxYsXuT6o0+nE2NgY99BLpVIFXcv1fDta86PgFmpzRIny1IOPUh6om4QO9TRsaWnB7t27ucPFtWvXuAFrOp3G8PAw/uAP/gDvvPMOnnrqKe5rSGuKPp+P1/Yo0CWZTGLHjh0Ack18T506xcWkqZnr3NwcotEo9u/fz1GzDQ0NBW5G+r2rqwtnz57l0mFk8emBJ1YipVs5+jYdqxQCoPQaGv2uC1Upt+hK18uI5QJZdNbTXbgRAioWl/Agsybu0HJqhz6s0IQZCAQwMTEBh8OBmpoa+P257uB+vx+Tk5McIdnQ0IBbt25xQAi18KHITGpmS22HMpkMampq2OI8dOgQRkZG4HK5WAD7+/sL+uKdOnUKL7/8MkKhEP7+7/8ejY2N+L3f+z385je/4XW6YDCIJ598EsPDw9i1axc6Oztx/fp1tLS0YGFhAVVVVRxNeubMGXR3dyMQCKChoaGg157eLHZqagoNDQ1oamriMc/Pz+Pw4cOcT7l37967RIYETBcy3dKzqpCiC6HZPTkwMMCWsJ6Arn9npbZZCaq+fylr0mwNmq+hu1+tzmcWJ6ugm3sVlXLctOWy3Bj090QAhYeB+1Y79EFFrxgDFFaIOXXqFNLpNBYWFnDiRK4pxdWrV/HII4/gyy+/RFVVFW7cuMGtc86fPw+Px4Pq6mp4vV7MzMywC5Mssu7ubi4H1tTUhMcff5wne4pGnZ6e5sRvl8uF2dlZbohLbtfu7m6k02lMTU0VRFwGAoGCWqAUmPLJJ58UdD2oqanB3NwcV2zZs2cPW27mKEMrS02PxqT3KS/PLFx6I2GzS1AXHbPL0DzJW+X10XemC5f5OF2IaAylrCirY+ka5axllfO+PqZyGtMWc73q59pot6dYhsKDxFoV0P5zAP9JT3pXSv14M6U8rBRdBGkSiUQimJubQ01NDf7n//yfaGtrw7Vr1/Dpp58inU5j9+7diMfjiMfjmJycxMzMDB599FF8+eWXWFxcxKFDh3DmzBn09/fj/Pnz2L59O3bt2oWTJ0+iubmZy5vt3LkTo6OjOHz4MM6cOQO3280tnNxuN5qbm/HJJ5/g8ccf5zZAVI3F4XCgt7eXg2Zona6lpQW3bt0CkMvLI7GiYgAUWKIHm+iTMO2vB6aY8+7OnTuHvr6+u8RBt3asLDvAuv5kMeE1C5d5u5WVshIxMe9v5eo071OO27EcwSx2vXLHb7VPqVSElQhWufuKCAoPEmslgg9E7dCNxCyC+qRPYf2xWAyff/45uru7ceLECTQ0NGBwcBDj4+NcRNvhcMDtdmN2dpY7m589e5bTCRobGxGNRhEIBDhQxuFwcCkyh8MBn8+Hbdu2sQVH3RWolc/HH3/MgSo0Hl2AyApLpVLcx8/pdKKzs5M/y61btzhSUw+8cblcLJTFRA0oXAc0T+KEVVCLPkbzRK1PpvpEXkyUCN1dqlurxSIly53Yi3225azAtRSFUuuS5vGJEAnCQ1Y7dCMxu0OtIgPPnj1bsG714YcfIp1O4/bt2wXnoios8Xgcw8PDeOqppzjC1OFwoL29HWfPnkU4HEZnZyempqbQ39+P8fFxrqRCFVwoVYMqzJALU7ewRkZG8Oyzz7LA6etuusUGgPvf6SkHurCZLZ1ik63Z2iAx1S05835UoNrKSjSvDdL7OsXGZn7ffOy9BI2UErRyXJLm18tVm1lOwMTaEoTyeOhqh24UughaufN00aCJ++233+bWRHpLn2g0irGxMSSTSfT29qK/vx8jIyP48MMPOUKUEsqBXDL51NQUp2BQAj0Vfw6FQvj1r3+N3t5exGIxjI2N4ZlnnrmrZqUepKHn0Zndkbrr02yNWYmR2VWq1+LUHxLMWAmJeT1OH6Nenky/Pp2Lxmd1jeU6Lywndlb7FDtnsShVfXwrtTytrl9K+KxcniKUglC+CNru4dynDMM4ZxjGTwzD+DeGYewzDMMGoB257uxjAP49gHml1A/v4fwPDDTxkUuQJn36RxN5S0sL9uzZg+effx5tbW3o6OhAIpFAd3c3fD4f/uRP/oQb0iYSCW7z8+STT7KVd/36dVy6dAmJRALPPPMMvvOd76Cnp6egYsrbb79dMLaenh52YepuS0K3Aq22665PsuDM62q6lWhldelBLvqaHf0E7q66QmKpT97m33UrVj+P2Wqla+nreGahpX31/eg9im41f26zeFld12wBW91rK4tWP4+V+9gsYKUEzeqho5TFKghCIVI71ASVTSs2keg/Q6EQux71CTASiRQ8jfv9/oLJdmpqCh0dHQWTut/vx7vvvotwOMwuUCpKTUnmQ0ND3KFhy5YtvN5H0LUpN48godK3mwNVrCyvYi5AK+ujmGWmj89snerWoZUlaeWKtcottLpuqd/NlLIu6bjlrMdS24rdl5Vaq+Wcf6WI1Sg8rNz3ZPnNXju0mAVCmK0mmtzp91gsxmJ169YtpNNpNDQ0ALj76Z3EiyZ53YVJ59DLi+kpBHS8Lgz6WHTRM9fdLCYo5mAgK4tMdz/qolbsfumflfbRX+vbdDG0ytMzn8fKcjNTTHxWImRWYylH8MpluaLX5VynmKALQqWxnu7QsseAXO1Q7zpeY12wmsBLWQUkEqlUii1Dv9+PgwcPoqurC319fejo6ODtJEyDg4MsZuYJnq7R1NR0V4I57dfV1VWQm6eLmO6W1EVRP7dV4noxd14sFiuwcGl/si6t3IVWLkqrz0vbS7nxzPeH7rP5ezMfq1vExfYxY+WqtBqfWXjM51ipEBVbT12OYu5XQRCWR8qmmbDKEyxmBZF4kIVAZcIIq7UkXRhof32d0ZwOQCKjCyCdg6w02k4Rn8WsIvP2gYGBou2GdKvTXMlFX/uzcqMWC2gxuz/N6J+/mHtUvzelXLDFLKNirtVSx5fyClhZp4Ig3H8eBEtwU5LNZvl3fSI3r/3R7/pETQEqZveklXU1MDCAvXv3Fmw3u9pIIAcHB9nyItHR63HSJKwLptntSWPR39MtQbLQSlly+n76ZyzmXtTPp5/L6v7qn19/rVtyxSxF8+fVKWbZ0vn185QSQPP5rc5rHlsxoV9uH6t97+V9QRCWRyxBE3oXCfMEaHb7UXSlVTCKvl5nNWGSmOjHma0t3eqkcdA+tIYIFIoH/TSnc+jXt7KA9FQFK/EpZhnp20pVKLHa37yNrmXeRtv1NTl9u/mcVlZnsTHrlDv+Yp/nXlyggiCsD/c9MGazUkwES63/mCdAqlxiFYlpVWiZzmG1Vkbn0LsxmAVDD6jQBYnEy1xJxUogzDmRZivYfH7z71avi+1jdf9KncPquOXEptQ4y73WWgibCKMg3B/EHbpKrKwKfbuO2S1Hxa/JqrCqg2lVJFkPTqFrhUIhdnvqwS1A8S7m5jU8EkCrz2f+bGarlcZvduNZjYPE1Gof836lHirM6KJsPs5qXObPVWz/UuJk5b69F0QABeHBRkSwBMWe4s0TLG3T3ZwkTHqSPVCYWmGVgE/nMp/TvH5kXne0WjvTjzGfWz+nWVhKCZTVPTF3etAx5yvqwql/hmLnpnOaP3sxEbcat3n/Yp+t2GcQBOHhRUSwBMUCH8iSA+60WgLABafpHwmcvs1snRSzbuh4PWdPF8Ri5zBfy8qisRqTuZYn7UNJ/vpx+ljpHlgJOHB3sIu+ZmlFMXGyevAwuy2LjaHY+cq57kqQQBVB2HyICJaB2d2pC4zf72c3ZbGyZfox+jYzxSwqKyuolGVnHqfVZ9DzCK0sQb3KTCk3ox6lqp/ffD6r+6mfQ/9s5vMUu7b5IWU1FlypY8sVN7EgBWHzIYExJsxdJEphLgKtW3/mFkNmNyBgnT5B262suHKCLEqtea3k+HIm9HKuVcrdaq7Astw5i32G5T6XBKcIQuUhgTGrxFwA2iqwQi8CrQuWufqKleVmlU5B57cSP7P7sdi4ilmZy71nPof5s5r30c9Zansp8bHKM9TvWbljW07gRAAFQSiGiGARirkmzW7K5db4igW7hEKhggR4/XizEOrbzLlsVm5Tc9UVnWKCYOWiLBakYlWKrByhMVvEy42h1LhXKmwrWa+TtT1BqBzs93sAmwUrsVnOsirW0bzYufWfelCNfi4rASzlwizH/WlltZXqC2i24MzuzFJuzGIu4HLGutz4S723knOL5SgIlYNYgvdIKZchbbdyoZr30QXPbLmZ8waLnctqH7MbthTLCUmpbeWut63Wkiv3vOtxDUEQHl5EBJfBym1XzD1KomO24ug9s4tTDwrR97Uqa2YV8WnGykI1i7X+06rQtVUzXPNntfrMVvfDiuUeHgRBEDYSEcFlMBdZNkOWnJ4Qr3d2oH30/c1WollI9H6BZqtLP99K1tDM23W3pn6uYlGtpSjH5brc2uS9iqKIqSAIq0FEcAUUm3CtevGRlWVlWVmtvenH62kWhFm0zOdczi25kghKXZTXSmTWKoKz3EAfQRCEchARLJNiVpHZBWmu52kV+Un7W52HjjG7Sq2sQnMkainKXRvUP695nOZzrHa98V4Q0RMEYS3ZNCKolHpVKfWSUuqYUurYCo99Y63GYWWJlHIflmtJlUqrAO6uRlPs+JW+v9z6ov77vQhQucE5giAI94NNIYJKqdcBjBqG8ZZhGG8CaFNKvbSCY1vXaixWk7pVeoBeCszqZ6nz36vYLEexyNKV/L7Sa65kP0EQhI1mU4gggGOGYbylvT4O4JXlDlJKrZn4ActbROUIx0quU4pSrlmxvARBEMrjgRdBpdRei81xAEfKOPwIcoK5JqwkvL+ciMli21Zi1a1kHc9quwimIAiVzAMvggB8yImeTgIAlFLeYgcppY4A+Nl6DKhcgVsuhcFq3a3Y62LHL7cGWWxNThfMYuMQgRQE4WFnM4ig12IbiaKv1HGGYSTWfDRlsJL1v2LW373m51mJ4krTI1YyBkEQhM3MfasdWsqKAwBNwBK4W+zotdlCpHO/ZFpDXG4sxwAcA8C9ATeK9RCde62ZKQiCUGncFxHMR3buX2YfGIbxGnJC5zW97QUKhFI/rhV5d2m55CNO3wRy/QRXcuyDiAifIAhCedwXEcxbaWVZaoZhnFVKJUybfQBOFDlkLwCflkt4FEBr/vUJwzBG72HI685aJ5ULgiAIy7NZWim9aXJxHgXACfB5629vPo+wQFyVUgDQmrf2HlhEAAVBEDaezRAYQ27R1nzFmFcBjJjE7ggs8gbz1t+388e+utw6pCAIglBZKMPY9Etga8q+ffuM06dP3+9hCIIgCKtAKXXGMIx9y+23KSxBQRAEQVgPRAQFQRCEikVEUBAEQahYRAQFQRCEikVEUBAEQahYRAQFQRCEikVEUBAEQahYRAQFQRCEikVEUBAEQahYRAQFQRCEikVEUBAEQahYRAQFQRCEikVEUBAEQahYRAQFQRCEikVEUBAEQahYRAQFQRCEikWa6ppQSt0AMHi/x1Fh+AHE7vcgKgy55xuL3O+Np9MwjG3L7WTfiJFsMgbL6UYsrB1KqdNyzzcWuecbi9zvjUcpdbqc/cQdKgiCIFQsIoKCIAhCxSIieDdv3u8BVCByzzceuecbi9zvjaesey6BMYIgCELFIpagIFQoSqk37vcYBOF+I9GheZRSrwIYBeADAMMwxH2xzuTvOQDsB3DKMIwf3c/xVBJKqdcBtN7vcTzsKKW8AI7hztxy2jCMs/d1UA85Sqlj2kvvcvOKiCB4QjhlGMZb9Fop9RK9FtYepdQbhmG8or0+o5SCCOH6o5QS8dsA8gL4nmEY/fnXxwD8AMC37+e4HmaUUq/qc4hSaq95mxlxh+Y4ZhK84wBeKbazsDryk0PCtPkNyD3fKI4g9zcurC+vI/d3DYC9S9+7f8OpCF7WX+St7v2lDqh4EVRK7bXYHEduohDWBx+AVy0sErFQ1hml1BEAP7vf46gQjgE4oW8wDCNxf4ZSMcSVUj+nF3nr+6elDhB3aG5Cjpu2JYCcxSJ/tGuPYRijSql+wzBGtc1HYZowhHXBaxhGQil1v8fxUKM94LXmH7R9KGN9Slg1rwA4rpSaB/BDAKPLLWtVvCUIwGuxjUTRt4HjqCj04IC8e/QIxB26rsg694bCXg3DMN6iQLt8/IGwTuQfrN9ALhDpdSzjCgVEBIGc1WcWO3ptthCF9eHnAA6bLENhDclbJon7PY4KguYOvX7lCQCvWuwrrBH5tJ+z+WCkbwM4prtHrRB3aO6P1Wva5gXEf78R5J+MX5Ow8XVnLwCfFj5+FDlX3TEAJ+QBZM0ZBe6aQxKALLOsFxTfYRjGifzPt5RSZwGMlDqu4kXQMIyzSqmEabMPsj617iilXgJwnARQKbVXxHB9MLtB82uCrZIPuz7k110TSqlW7QHDS+/dt4E93PhgErx8/IGsCZbBm/kJmTgKLbRZWHvyUYo+AKeVUt68u+7lZQ4T1oC89fdt5CzBV/NrssLa80MURpm/DOC1+zSWh568BViwBpj/2y7p5ZDaoXm0ijGtABLyhLx+5P8w5y3eesswDEkkFh4atKpIACDFINaZ/MP0K9AswuXmchFBQRAEoWIRd6ggCIJQsYgICoIgCBWLiKAgCIJQsYgICoIgCBWLiKAgCIJQsVR8srwgmMlXsXkJuXSZN1FYbqwVyzQAzudAHgUwlz/WiyJpNxbX+jlVvNDeP4ZcZaPXTTUojyBXCabfXGRgmeOsPps3v+241WdbxXFv5MfZCuAtAD/VE/dN9wp0n6gHXD7kfQTAWeRKkNH9pA4NZ7UxHAHwbamPKqwIwzDkn/yTf6Z/yE2yI0Xe+zlyk77Ve68DeNVi+5H8cd4i15pfZix7i2x/A8CZIse9VOI4y+shV9uy2PnW9Lj8+F43bWvNf6af51/vBfCGxbEGgCMW17nr3ss/+Vfqn7hDBcGaUsXTvwfgSN6KYfLWUqthYREZOevupwDeu4exjKJ41YvXcKcGqJlEkeOKfrb82E8UKTp8r8cV43XDMAoqqBi5EmP6OXzIPVgsiyEFLoR7QERQEFaIcaf2IzdkzrvtXkWJzuFG3k1XRLBWM5bXALy+VuXP8sJ0xKLp8VofZ9mqLP/AQILrNVZW3Duxgn0FQURQEFYKVatHYZH115HrxpBY5vCfokzLplzyFlB8jc97+h7Pt6LjzNa0BlmDK+1ucXr5XQThDiKCgrAC8lbOzwG8YhQGoxxBLkhjOc4C8K7UyioD6p22Vuc9Ds3SXafjfohcF/BjZivWuNMOZ0VdRVa6vyBIdKggFMenWSpe5II2jiLX/9AcgejFnQjHUpBl04qVWzlFMXItwd5CTqD71+CUCWjd0dfjOCMX/QnkAmHeUEqNIhdB+sYKXaCCcM+IJSgIxYkbhnEi/+8twzB+ZBjGUQD7iwSA1JRxzrW2AHW+B2CvqS3YA03+nirkHi7eQi5idERzOQvCuiIiKAgrJB8AsjcfDUokUJ7A0T5rbuloQTI/WYPTeXFvY7yn4/IPGq8ZhtGGfL7kPVxbEFaMiKAg3BtvIZeXRpxAeSLYhlxCuC4UpdIxgHxH8nLIpyrETQJ9L+xHeWuc93xcMWvPMIxXkEv78N7D9QVhRYgICsK949V+J+twOTfeMdzdXZyqnhSjtYyoU51XkEvXWI3r9Qhya3Xrclxe4F4usctZFEmhEIS1RERQEO6NI9BSJPKW3Y9QIj0g32V81JzUnT/27FrlD+YjK0+UGksp8uM8bWjl29bpuFJrlyvNDxSEe0JEUBCsKWqF5Cf7VuQsLia/Vng2Xy/TfMxLyAV/HC5y2m8DeM2c4pB3axarhNJWwmX4Copbl8t9tqP58azVcUVRSt2V5J//zKUeJmh/b7F9BKFcJEVCEEzoxaLzgpbIv+VFTvwSAFqsXJSGYbymlDqSPwcV0G5Drg7p0WLXNAxjVCnVj1zlF2jX/KHVdfLnfxW5Ci2vma2v/PlKFcL2Wnw2H3LFwe8a5xod93Pk0h9orK8hZ7H+IP+Z6XzHLVJQKEfzFdzJQ3xdKXUUpqLjgrASlGEY93sMgiAIgnBfEHeoIAiCULGICAqCIAgVi4igIAiCULGICAqCIAgVi4igIAiCULGICAqCIAgVi4igIAiCULGICAqCIAgVi4igIAiCULGICAqCIAgVi4igIAiCULH8/9Y/RooXyh0IAAAAAElFTkSuQmCC\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "rand['FF_THEORY'] = theory_ff(8 - rand['BOUND_DIST'], 8)\n", - "\n", - "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'] - rand['FF_THEORY'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", - "pl.axhline(0, ls='--', lw=0.5, color='r')\n", - "#pl.axhline(3* -sig_ff, ls='--', color='cyan')\n", - "#pl.axhline(3*sig_ff, ls='--', color='cyan')\n", - "pl.xlabel(r'BOUNDDIST')\n", - "pl.ylabel(r'$ff_{THEORY} - ff$')\n", - "pl.xlim(0, 8)\n", - "pl.ylim(-0.5, 0.5)" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "id": "b85e057a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:03:55.210568Z", - "iopub.status.busy": "2022-03-01T13:03:55.198860Z", - "iopub.status.idle": "2022-03-01T13:03:56.925386Z", - "shell.execute_reply": "2022-03-01T13:03:56.926329Z" - }, - "papermill": { - "duration": 1.836702, - "end_time": "2022-03-01T13:03:56.926631", - "exception": false, - "start_time": "2022-03-01T13:03:55.089929", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'BOUND_DIST [$h^{-1}$Mpc]')" - ] - }, - "execution_count": 35, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['BOUND_DIST'], bins=50, histtype='step')\n", - "pl.xlabel('BOUND_DIST [$h^{-1}$Mpc]')" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "id": "2717e59f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:03:57.111462Z", - "iopub.status.busy": "2022-03-01T13:03:57.110969Z", - "iopub.status.idle": "2022-03-01T13:03:57.407683Z", - "shell.execute_reply": "2022-03-01T13:03:57.408621Z" - }, - "papermill": { - "duration": 0.37717, - "end_time": "2022-03-01T13:03:57.408943", - "exception": false, - "start_time": "2022-03-01T13:03:57.031773", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('EXTNAME', 'TilingCat'),\n", - " ('TCOMM1', 'GAMA ID'),\n", - " ('TUCD1', 'meta.id;meta.main'),\n", - " ('TCOMM2', 'SDSS objid'),\n", - " ('TUCD2', 'meta.id'),\n", - " ('TCOMM3', 'J2000 coordinate'),\n", - " ('TUCD3', 'pos.eq.ra'),\n", - " ('TCOMM4', 'J2000 coordinate'),\n", - " ('TUCD4', 'pos.eq.dec'),\n", - " ('TCOMM5', '3-arcsec fiber magnitude'),\n", - " ('TUCD5', 'phot.mag;em.opt.R'),\n", - " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", - " ('TUCD6', 'phot.mag;em.opt.R'),\n", - " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD7', 'phot.mag;em.opt.U'),\n", - " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD8', 'phot.mag;em.opt.B'),\n", - " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD9', 'phot.mag;em.opt.R'),\n", - " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD10', 'phot.mag;em.opt.I'),\n", - " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD11', 'phot.mag;em.opt.I'),\n", - " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", - " ('TUCD12', 'meta.code;meta.dataset'),\n", - " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", - " ('TUCD13', 'src.redshift'),\n", - " ('TCOMM14', 'Quality of redshift'),\n", - " ('TUCD14', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", - " ('TUCD15', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", - " ('TUCD16', 'meta.id.cross;spect'),\n", - " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", - " ('TUCD17', 'src.redshift;stat.error'),\n", - " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", - " ('TUCD18', 'meta.number;spect'),\n", - " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", - " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", - " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", - " ('TUCD20', 'src.class.starGalaxy'),\n", - " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", - " ('TUCD21', 'src.class.starGalaxy'),\n", - " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", - " ('TUCD22', 'phot.mag;em.IR.K'),\n", - " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", - " ('TUCD23', 'phot.flux.density;em.radio'),\n", - " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", - " ('TUCD24', 'meta.code'),\n", - " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", - " ('TUCD25', 'meta.code'),\n", - " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", - " ('TUCD26', 'meta.code'),\n", - " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", - " ('TUCD27', 'meta.code.class'),\n", - " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", - " ('TUCD28', 'meta.code.class'),\n", - " ('TCOMM29', 'Priorities for targeting, see notes'),\n", - " ('TUCD29', 'meta.code.class'),\n", - " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", - " ('TUCD30', 'meta.code.class'),\n", - " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", - " ('TUCD31', 'meta.code.cross'),\n", - " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", - " ('TUCD32', 'meta.code'),\n", - " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", - " ('TUCD33', 'meta.code'),\n", - " ('TCOMM34', 'Visual classification, see notes'),\n", - " ('TUCD34', 'mata.code.qual'),\n", - " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", - " ('TUCD35', 'meta.id'),\n", - " ('DATE-HDU', '2015-09-04T13:22:37'),\n", - " ('STILVERS', '3.0-8'),\n", - " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", - " ('DMU', 'EqInputCat'),\n", - " ('NAME', 'TilingCat'),\n", - " ('VERSION', 'v46'),\n", - " ('DATE', '2015-05-22'),\n", - " ('CONTACT', 'Ivan Baldry '),\n", - " ('AREA', 180.0),\n", - " ('GOLD_NGAL', 113687),\n", - " ('DDP1_ZMIN', 0.0390699990093708),\n", - " ('DDP1_ZMAX', 0.2629899978637695),\n", - " ('DDP1_VZ', 7594754.153764196),\n", - " ('DDP1ZLIMS_NGAL', 113687),\n", - " ('DDP1_NGAL', 45293),\n", - " ('DDP1_DENS', 0.005963721679858641),\n", - " ('DDP2_ZMIN', 0.03914999961853027),\n", - " ('DDP2_ZMAX', 0.1937000006437302),\n", - " ('DDP2_VZ', 3156659.558717707),\n", - " ('DDP2ZLIMS_NGAL', 73942),\n", - " ('DDP2_NGAL', 33396),\n", - " ('DDP2_DENS', 0.01057953807776663),\n", - " ('DDP3_ZMIN', 0.03903000056743622),\n", - " ('DDP3_ZMAX', 0.1015800014138222),\n", - " ('DDP3_VZ', 457819.2340050841),\n", - " ('DDP3ZLIMS_NGAL', 18121),\n", - " ('DDP3_NGAL', 8842),\n", - " ('DDP3_DENS', 0.01931329953669401),\n", - " ('TMR_DDP1', '[-21.8, -20.1]'),\n", - " ('TMR_DDP2', '[-20.6, -19.3]'),\n", - " ('TMR_DDP3', '[-19.6, -17.8]'),\n", - " ('RPATH_0',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G9_0.fits'),\n", - " ('RPATH_1',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G12_0.fits'),\n", - " ('RPATH_2',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G15_0.fits'),\n", - " ('VOL8', 2144.660584850632),\n", - " ('comments',\n", - " ['Science targets and information for tiling and spectroscopic',\n", - " 'observation.'])])" - ] - }, - "execution_count": 36, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='ddp_n8', dryrun=dryrun, survey=survey, version=version)\n", - "gold = Table.read(fpath)\n", - "#gold = Table.read(os.environ['HOME'] + '/data/{}/gama_gold_ddp_n8.fits'.format(version))\n", - "gold.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "id": "a72735e6", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:03:57.600975Z", - "iopub.status.busy": "2022-03-01T13:03:57.600484Z", - "iopub.status.idle": "2022-03-01T13:04:06.645859Z", - "shell.execute_reply": "2022-03-01T13:04:06.646340Z" - }, - "papermill": { - "duration": 9.129035, - "end_time": "2022-03-01T13:04:06.646506", - "exception": false, - "start_time": "2022-03-01T13:03:57.517471", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "ddp_zmin = gold.meta['DDP1_ZMIN']\n", - "ddp_zmax = gold.meta['DDP1_ZMAX']\n", - "\n", - "isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", - "\n", - "fills = rand['FILLFACTOR'].data[isin]\n", - "pos_slice = pos[isin]\n", - "\n", - "fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", - "pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", - " \n", - "plt.scatter(pos_slice[:,0],\\\n", - " pos_slice[:,1],\\\n", - " c=fills,\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " vmin=0.,\\\n", - " vmax=1.,\\\n", - " cmap='hot')\n", - "\n", - "pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", - "pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", - "\n", - "pl.colorbar(label='FILLFACTOR')\n", - " \n", - "plt.title('{}'.format(field))\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "id": "75c59970", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:06.847426Z", - "iopub.status.busy": "2022-03-01T13:04:06.839637Z", - "iopub.status.idle": "2022-03-01T13:04:23.910808Z", - "shell.execute_reply": "2022-03-01T13:04:23.911576Z" - }, - "papermill": { - "duration": 17.191389, - "end_time": "2022-03-01T13:04:23.911839", - "exception": false, - "start_time": "2022-03-01T13:04:06.720450", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for idx in np.arange(1, 4, 1):\n", - " ddp_zmin = gold.meta['DDP{}_ZMIN'.format(idx)]\n", - " ddp_zmax = gold.meta['DDP{}_ZMAX'.format(idx)]\n", - "\n", - " isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", - "\n", - " fills = rand['DDP{}_DELTA8'.format(idx)].data[isin]\n", - " pos_slice = pos[isin]\n", - "\n", - " fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", - " pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", - " \n", - " plt.scatter(pos_slice[:,0],\\\n", - " pos_slice[:,1],\\\n", - " c=fills,\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " vmin=0.,\\\n", - " vmax=1.,\\\n", - " cmap='hot')\n", - " \n", - " pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", - " pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", - "\n", - " pl.xlim(100., 800.)\n", - " pl.ylim(-100., 100.)\n", - " \n", - " pl.colorbar(label='DDP{} $\\delta_8$'.format(idx))\n", - " \n", - " plt.title('{}: DDP{}'.format(field, idx))\n", - " plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "id": "7218e9c5", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:24.103273Z", - "iopub.status.busy": "2022-03-01T13:04:24.102379Z", - "iopub.status.idle": "2022-03-01T13:04:24.106904Z", - "shell.execute_reply": "2022-03-01T13:04:24.107610Z" - }, - "papermill": { - "duration": 0.086902, - "end_time": "2022-03-01T13:04:24.107856", - "exception": false, - "start_time": "2022-03-01T13:04:24.020954", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "cmap = plt.cm.tab20c\n", - "\n", - "cmaplist = [cmap(i) for i in range(cmap.N)]\n", - "\n", - "cmap = mpl.colors.LinearSegmentedColormap.from_list('Custom cmap', cmaplist, cmap.N)\n", - "\n", - "bounds = np.linspace(0, 9, 10)\n", - "norm = mpl.colors.BoundaryNorm(bounds, cmap.N)" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "id": "9f87845d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:24.540166Z", - "iopub.status.busy": "2022-03-01T13:04:24.539449Z", - "iopub.status.idle": "2022-03-01T13:04:33.751252Z", - "shell.execute_reply": "2022-03-01T13:04:33.752185Z" - }, - "papermill": { - "duration": 9.340445, - "end_time": "2022-03-01T13:04:33.752477", - "exception": false, - "start_time": "2022-03-01T13:04:24.412032", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for idx in np.arange(1, 2, 1):\n", - " ddp_zmin = gold.meta['DDP{}_ZMIN'.format(idx)]\n", - " ddp_zmax = gold.meta['DDP{}_ZMAX'.format(idx)]\n", - "\n", - " isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", - " isin = rand['DDP{}_DELTA8_TIER'.format(idx)] > -999\n", - " \n", - " fills = rand['DDP{}_DELTA8_TIER'.format(idx)].data[isin]\n", - " pos_slice = pos[isin]\n", - "\n", - " fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", - " pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", - " \n", - " plt.scatter(pos_slice[:,0],\\\n", - " pos_slice[:,1],\\\n", - " c=fills,\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " cmap=cmap,\\\n", - " norm=norm)\n", - " \n", - " pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", - " pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", - "\n", - " pl.xlim(100., 800.)\n", - " pl.ylim(-100., 100.)\n", - " \n", - " pl.colorbar(label='DDP{} $\\delta_8$'.format(idx))\n", - " \n", - " plt.title('{}: DDP{}'.format(field, idx))" - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "id": "7478d4fb", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:33.997574Z", - "iopub.status.busy": "2022-03-01T13:04:33.996957Z", - "iopub.status.idle": "2022-03-01T13:04:36.209679Z", - "shell.execute_reply": "2022-03-01T13:04:36.210616Z" - }, - "papermill": { - "duration": 2.337767, - "end_time": "2022-03-01T13:04:36.210933", - "exception": false, - "start_time": "2022-03-01T13:04:33.873166", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'DDP2 $\\\\delta_8$')" - ] - }, - "execution_count": 41, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Larger minimum redshift & Smaller maximum redshift. \n", - "isin = (rand['Z'] > gold.meta['DDP1_ZMIN']) & (rand['Z'] < gold.meta['DDP2_ZMAX'])\n", - "\n", - "pl.plot(rand['DDP1_DELTA8'][isin], rand['DDP2_DELTA8'][isin], marker=',', lw=0.0, c='k')\n", - "\n", - "pl.xlim(-1.2, 10.)\n", - "pl.ylim(-1.2, 10.)\n", - "\n", - "pl.xlabel('DDP1 $\\delta_8$')\n", - "pl.ylabel('DDP2 $\\delta_8$')" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "id": "38c9bdec", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:36.426320Z", - "iopub.status.busy": "2022-03-01T13:04:36.425287Z", - "iopub.status.idle": "2022-03-01T13:04:48.714327Z", - "shell.execute_reply": "2022-03-01T13:04:48.713340Z" - }, - "papermill": { - "duration": 12.38101, - "end_time": "2022-03-01T13:04:48.714585", - "exception": false, - "start_time": "2022-03-01T13:04:36.333575", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "rand_ddp1fill = np.clip(np.sort(rand[rand['IN_DDP1']]['FILLFACTOR'].data)[::-1], 0, 1) \n", - "rand_ddp2fill = np.clip(np.sort(rand[rand['IN_DDP2']]['FILLFACTOR'].data)[::-1], 0, 1)\n", - "rand_ddp3fill = np.clip(np.sort(rand[rand['IN_DDP3']]['FILLFACTOR'].data)[::-1], 0, 1)" - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "id": "d05b32bf", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:48.961839Z", - "iopub.status.busy": "2022-03-01T13:04:48.961320Z", - "iopub.status.idle": "2022-03-01T13:04:51.197098Z", - "shell.execute_reply": "2022-03-01T13:04:51.197946Z" - }, - "papermill": { - "duration": 2.358791, - "end_time": "2022-03-01T13:04:51.198223", - "exception": false, - "start_time": "2022-03-01T13:04:48.839432", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 43, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(rand_ddp1fill, np.cumsum(rand_ddp1fill) / len(rand_ddp1fill), lw=1, color='blue', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP1_ZMIN'], rand.meta['DDP1_ZMAX']))\n", - "plt.plot(rand_ddp2fill, np.cumsum(rand_ddp2fill) / len(rand_ddp2fill), lw=1, color='green', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP2_ZMIN'], rand.meta['DDP2_ZMAX']))\n", - "plt.plot(rand_ddp3fill, np.cumsum(rand_ddp3fill) / len(rand_ddp3fill), lw=1, color='red', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP3_ZMIN'], rand.meta['DDP3_ZMAX']))\n", - "\n", - "plt.xlabel('Fill factor')\n", - "plt.ylabel(r'Volume fraction ($\\geq$ Fill factor)')\n", - "\n", - "pl.xlim(0.0, 1.05)\n", - "pl.ylim(0.0, 1.05)\n", - "\n", - "plt.legend(frameon=False, loc=3)" - ] - }, - { - "cell_type": "markdown", - "id": "83a4e974", - "metadata": { - "papermill": { - "duration": 0.127719, - "end_time": "2022-03-01T13:04:51.444786", - "exception": false, - "start_time": "2022-03-01T13:04:51.317067", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Done." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "6964d660", - "metadata": { - "papermill": { - "duration": 0.119509, - "end_time": "2022-03-01T13:04:51.645652", - "exception": false, - "start_time": "2022-03-01T13:04:51.526143", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Lumfn", - "language": "python", - "name": "lumfn" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.9" - }, - "papermill": { - "default_parameters": {}, - "duration": 277.314739, - "end_time": "2022-03-01T13:04:54.490244", - "environment_variables": {}, - "exception": null, - "input_path": "docs/nb/randoms_n8_qa.ipynb", - "output_path": "test/pm_randoms_n8_G12_qa.ipynb", - "parameters": { - "field": "G12", - "survey": "gama" - }, - "start_time": "2022-03-01T13:00:17.175505", - "version": "2.3.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/test/pm_randoms_n8_G15_qa.ipynb b/test/pm_randoms_n8_G15_qa.ipynb deleted file mode 100644 index e2cbcfd7..00000000 --- a/test/pm_randoms_n8_G15_qa.ipynb +++ /dev/null @@ -1,2463 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "4d4bdb0d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:56.397192Z", - "iopub.status.busy": "2022-03-01T13:04:56.396458Z", - "iopub.status.idle": "2022-03-01T13:04:57.913511Z", - "shell.execute_reply": "2022-03-01T13:04:57.912260Z" - }, - "papermill": { - "duration": 1.587067, - "end_time": "2022-03-01T13:04:57.913808", - "exception": false, - "start_time": "2022-03-01T13:04:56.326741", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "import fitsio\n", - "import pylab as pl\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import astropy.io.fits as fits\n", - "import matplotlib as mpl\n", - "\n", - "from astropy.table import Table" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "a502e89a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:58.019274Z", - "iopub.status.busy": "2022-03-01T13:04:58.018635Z", - "iopub.status.idle": "2022-03-01T13:04:58.022672Z", - "shell.execute_reply": "2022-03-01T13:04:58.023165Z" - }, - "papermill": { - "duration": 0.053173, - "end_time": "2022-03-01T13:04:58.023340", - "exception": false, - "start_time": "2022-03-01T13:04:57.970167", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/cosma/home/durham/dc-moor2/DESI\n", - "/cosma/home/durham\n" - ] - } - ], - "source": [ - "cwd = os.getcwd()\n", - "code_root = '/'.join(x for x in cwd.split('/')[:-2])\n", - "\n", - "sys.path.append(code_root)\n", - "\n", - "print(cwd)\n", - "print(code_root)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "dbd911e2", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:58.093974Z", - "iopub.status.busy": "2022-03-01T13:04:58.093508Z", - "iopub.status.idle": "2022-03-01T13:04:58.653706Z", - "shell.execute_reply": "2022-03-01T13:04:58.654652Z" - }, - "papermill": { - "duration": 0.597208, - "end_time": "2022-03-01T13:04:58.654969", - "exception": false, - "start_time": "2022-03-01T13:04:58.057761", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import pubplot\n", - "\n", - "from cosmo import cosmo, fsky\n", - "from cartesian import rotate\n", - "from findfile import findfile\n", - "from poisson import fillfactor_expectation, fillfactor_poisson" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "56a9af6f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:58.759963Z", - "iopub.status.busy": "2022-03-01T13:04:58.759345Z", - "iopub.status.idle": "2022-03-01T13:04:58.761906Z", - "shell.execute_reply": "2022-03-01T13:04:58.762354Z" - }, - "papermill": { - "duration": 0.051875, - "end_time": "2022-03-01T13:04:58.762506", - "exception": false, - "start_time": "2022-03-01T13:04:58.710631", - "status": "completed" - }, - "tags": [ - "parameters" - ] - }, - "outputs": [], - "source": [ - "# update pytest\n", - "\n", - "survey = 'gama'\n", - "field = 'G9'\n", - "dryrun = False\n", - "realz = 0\n", - "version = 'latest'" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "06f2bec3", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:58.831171Z", - "iopub.status.busy": "2022-03-01T13:04:58.830710Z", - "iopub.status.idle": "2022-03-01T13:04:58.833777Z", - "shell.execute_reply": "2022-03-01T13:04:58.833367Z" - }, - "papermill": { - "duration": 0.037946, - "end_time": "2022-03-01T13:04:58.833881", - "exception": false, - "start_time": "2022-03-01T13:04:58.795935", - "status": "completed" - }, - "tags": [ - "injected-parameters" - ] - }, - "outputs": [], - "source": [ - "# Parameters\n", - "field = \"G15\"\n", - "survey = \"gama\"\n" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "d0fd39e6", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:58.893711Z", - "iopub.status.busy": "2022-03-01T13:04:58.892686Z", - "iopub.status.idle": "2022-03-01T13:04:58.895106Z", - "shell.execute_reply": "2022-03-01T13:04:58.895943Z" - }, - "papermill": { - "duration": 0.035122, - "end_time": "2022-03-01T13:04:58.896202", - "exception": false, - "start_time": "2022-03-01T13:04:58.861080", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "nbar = 2.\n", - "radius = 8." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "9b287a86", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:58.993480Z", - "iopub.status.busy": "2022-03-01T13:04:58.992904Z", - "iopub.status.idle": "2022-03-01T13:05:01.319296Z", - "shell.execute_reply": "2022-03-01T13:05:01.320139Z" - }, - "papermill": { - "duration": 2.37379, - "end_time": "2022-03-01T13:05:01.320415", - "exception": false, - "start_time": "2022-03-01T13:04:58.946625", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n" - ] - }, - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 10127636),\n", - " ('FIELD', 'G15'),\n", - " ('AREA', 60.0),\n", - " ('VOL', 2531908.950723488),\n", - " ('RAND_DENS', 4.00000007784879),\n", - " ('VOL8', 2144.660584850632),\n", - " ('NRAND8', 8578.642506361759),\n", - " ('NRAND8_PERR', 92.62096148476196),\n", - " ('EXTNAME', 'RANDOMS')])" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='randoms', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "rand = Table.read(fpath)\n", - "rand.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "efc61629", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:01.423640Z", - "iopub.status.busy": "2022-03-01T13:05:01.423072Z", - "iopub.status.idle": "2022-03-01T13:05:01.427279Z", - "shell.execute_reply": "2022-03-01T13:05:01.428195Z" - }, - "papermill": { - "duration": 0.053561, - "end_time": "2022-03-01T13:05:01.428476", - "exception": false, - "start_time": "2022-03-01T13:05:01.374915", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "'/cosma/home/durham/dc-moor2/data/v4/randoms/randoms_G15_0.fits'" - ] - }, - "execution_count": 8, - 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" ('EXTNAME', 'RANDOMS'),\n", - " ('RSPHERE', 8.0)])" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='randoms_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "rand = Table.read(fpath)\n", - "rand.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "7be42d53", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:04.329514Z", - "iopub.status.busy": "2022-03-01T13:05:04.328902Z", - "iopub.status.idle": "2022-03-01T13:05:08.402691Z", - "shell.execute_reply": "2022-03-01T13:05:08.403620Z" - }, - "papermill": { - "duration": 4.124083, - "end_time": "2022-03-01T13:05:08.403939", - "exception": false, - "start_time": "2022-03-01T13:05:04.279856", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 10127636),\n", - 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"217.31116280778582 2.454555087066981 0.14194603 431666.6 9239386 ... 7100 0.8276367729200482 3.941060657976324 199921 0.8276367729200482\n", - "212.17768078206146 1.5622354463726695 0.18934935 994643.1 3043904 ... 8313 0.9690344356738536 6.468660264733794 116529 0.9690344356738536\n", - " 215.5609093393447 1.75548010580621 0.1910992 1021338.6 8178873 ... 8678 1.0 11.978219572465395 315962 1.011581959915518" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rand" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "75f912b3", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:08.604778Z", - "iopub.status.busy": "2022-03-01T13:05:08.604290Z", - "iopub.status.idle": "2022-03-01T13:05:15.518550Z", - "shell.execute_reply": "2022-03-01T13:05:15.519434Z" - }, - "papermill": { - "duration": 6.953994, - "end_time": "2022-03-01T13:05:15.519712", - "exception": false, - "start_time": "2022-03-01T13:05:08.565718", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 10127636),\n", - " ('FIELD', 'G15'),\n", - " ('AREA', 180.0),\n", - " ('VOL', 2531908.950723488),\n", - " ('RAND_DENS', 4.00000007784879),\n", - " ('VOL8', 2144.660584850632),\n", - " ('NRAND8', 8578.642506361759),\n", - " ('NRAND8_PERR', 92.62096148476196),\n", - " ('EXTNAME', 'TilingCat'),\n", - " ('RSPHERE', 8.0),\n", - " ('TCOMM1', 'GAMA ID'),\n", - " ('TUCD1', 'meta.id;meta.main'),\n", - " ('TCOMM2', 'SDSS objid'),\n", - " ('TUCD2', 'meta.id'),\n", - " ('TCOMM3', 'J2000 coordinate'),\n", - " ('TUCD3', 'pos.eq.ra'),\n", - " ('TCOMM4', 'J2000 coordinate'),\n", - " ('TUCD4', 'pos.eq.dec'),\n", - " ('TCOMM5', '3-arcsec fiber magnitude'),\n", - " ('TUCD5', 'phot.mag;em.opt.R'),\n", - " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", - " ('TUCD6', 'phot.mag;em.opt.R'),\n", - " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD7', 'phot.mag;em.opt.U'),\n", - " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD8', 'phot.mag;em.opt.B'),\n", - " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD9', 'phot.mag;em.opt.R'),\n", - " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD10', 'phot.mag;em.opt.I'),\n", - " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD11', 'phot.mag;em.opt.I'),\n", - " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", - " ('TUCD12', 'meta.code;meta.dataset'),\n", - " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", - " ('TUCD13', 'src.redshift'),\n", - " ('TCOMM14', 'Quality of redshift'),\n", - " ('TUCD14', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", - " ('TUCD15', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", - " ('TUCD16', 'meta.id.cross;spect'),\n", - " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", - " ('TUCD17', 'src.redshift;stat.error'),\n", - " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", - " ('TUCD18', 'meta.number;spect'),\n", - " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", - " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", - " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", - " ('TUCD20', 'src.class.starGalaxy'),\n", - " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", - " ('TUCD21', 'src.class.starGalaxy'),\n", - " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", - " ('TUCD22', 'phot.mag;em.IR.K'),\n", - " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", - " ('TUCD23', 'phot.flux.density;em.radio'),\n", - " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", - " ('TUCD24', 'meta.code'),\n", - " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", - " ('TUCD25', 'meta.code'),\n", - " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", - " ('TUCD26', 'meta.code'),\n", - " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", - " ('TUCD27', 'meta.code.class'),\n", - " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", - " ('TUCD28', 'meta.code.class'),\n", - " ('TCOMM29', 'Priorities for targeting, see notes'),\n", - " ('TUCD29', 'meta.code.class'),\n", - " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", - " ('TUCD30', 'meta.code.class'),\n", - " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", - " ('TUCD31', 'meta.code.cross'),\n", - " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", - " ('TUCD32', 'meta.code'),\n", - " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", - " ('TUCD33', 'meta.code'),\n", - " ('TCOMM34', 'Visual classification, see notes'),\n", - " ('TUCD34', 'mata.code.qual'),\n", - " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", - " ('TUCD35', 'meta.id'),\n", - " ('DATE-HDU', '2015-09-04T13:22:37'),\n", - " ('STILVERS', '3.0-8'),\n", - " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", - " ('DMU', 'EqInputCat'),\n", - " ('NAME', 'TilingCat'),\n", - " ('VERSION', 'v46'),\n", - " ('DATE', '2015-05-22'),\n", - " ('CONTACT', 'Ivan Baldry '),\n", - " ('GOLD_NGAL', 113687),\n", - " ('DDP1_ZMIN', 0.0390699990093708),\n", - " ('DDP1_ZMAX', 0.2629899978637695),\n", - " ('DDP1_VZ', 7594754.153764196),\n", - " ('DDP1ZLIMS_NGAL', 113687),\n", - " ('DDP1_NGAL', 45293),\n", - " ('DDP1_DENS', 0.005963721679858641),\n", - " ('DDP2_ZMIN', 0.03914999961853027),\n", - " ('DDP2_ZMAX', 0.1937000006437302),\n", - " ('DDP2_VZ', 3156659.558717707),\n", - " ('DDP2ZLIMS_NGAL', 73942),\n", - " ('DDP2_NGAL', 33396),\n", - " ('DDP2_DENS', 0.01057953807776663),\n", - " ('DDP3_ZMIN', 0.03903000056743622),\n", - " ('DDP3_ZMAX', 0.1015800014138222),\n", - " ('DDP3_VZ', 457819.2340050841),\n", - " ('DDP3ZLIMS_NGAL', 18121),\n", - " ('DDP3_NGAL', 8842),\n", - " ('DDP3_DENS', 0.01931329953669401),\n", - " ('TMR_DDP1', '[-21.8, -20.1]'),\n", - " ('TMR_DDP2', '[-20.6, -19.3]'),\n", - " ('TMR_DDP3', '[-19.6, -17.8]'),\n", - " ('D80LIMS', '[-1.0, -0.75]'),\n", - " ('D81LIMS', '[-0.75, -0.55]'),\n", - " ('D82LIMS', '[-0.55, -0.4]'),\n", - " ('D83LIMS', '[-0.4, 0.0]'),\n", - " ('D84LIMS', '[0.0, 0.7]'),\n", - " ('D85LIMS', '[0.7, 1.6]'),\n", - " ('D86LIMS', '[1.6, 2.9]'),\n", - " ('D87LIMS', '[2.9, 4.0]'),\n", - " ('D88LIMS', '[4.0, 10000.0]'),\n", - " ('DDP1_d0_VOLFRAC', '2.045785e-01'),\n", - " ('DDP1_d0_TIERMEDd8', '-9.156324e-01'),\n", - " ('DDP1_d1_VOLFRAC', '8.949052e-02'),\n", - " ('DDP1_d1_TIERMEDd8', '-6.655587e-01'),\n", - " ('DDP1_d2_VOLFRAC', '6.973712e-02'),\n", - " ('DDP1_d2_TIERMEDd8', '-4.911705e-01'),\n", - " ('DDP1_d3_VOLFRAC', '1.335788e-01'),\n", - " ('DDP1_d3_TIERMEDd8', '-2.181489e-01'),\n", - " ('DDP1_d4_VOLFRAC', '1.388188e-01'),\n", - " ('DDP1_d4_TIERMEDd8', '2.509618e-01'),\n", - " ('DDP1_d5_VOLFRAC', '7.708261e-02'),\n", - " ('DDP1_d5_TIERMEDd8', '1.032813e+00'),\n", - " ('DDP1_d6_VOLFRAC', '3.988848e-02'),\n", - " ('DDP1_d6_TIERMEDd8', '2.127404e+00'),\n", - " ('DDP1_d7_VOLFRAC', '1.326647e-02'),\n", - " ('DDP1_d7_TIERMEDd8', '3.300181e+00'),\n", - " ('DDP1_d8_VOLFRAC', '1.035841e-02'),\n", - " ('DDP1_d8_TIERMEDd8', '4.942069e+00'),\n", - " ('comments',\n", - " ['Science targets and information for tiling and spectroscopic',\n", - " 'observation.'])])" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "\n", - "rand = Table.read(fpath)\n", - "rand.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "a169c202", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:15.631600Z", - "iopub.status.busy": "2022-03-01T13:05:15.631022Z", - "iopub.status.idle": "2022-03-01T13:05:24.351117Z", - "shell.execute_reply": "2022-03-01T13:05:24.350022Z" - }, - "papermill": { - "duration": 8.772409, - "end_time": "2022-03-01T13:05:24.351368", - "exception": false, - "start_time": "2022-03-01T13:05:15.578959", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=BOUNDARY not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - } - ], - "source": [ - "# also tried ftype='randoms'\n", - "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "bound = Table.read(fpath, 'BOUNDARY')" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "4a59ef0b", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:24.529969Z", - "iopub.status.busy": "2022-03-01T13:05:24.527997Z", - "iopub.status.idle": "2022-03-01T13:05:29.524749Z", - "shell.execute_reply": "2022-03-01T13:05:29.525632Z" - }, - "papermill": { - "duration": 5.10997, - "end_time": "2022-03-01T13:05:29.525909", - "exception": false, - "start_time": "2022-03-01T13:05:24.415939", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'DEC [deg.]')" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "pl.plot(rand['RANDOM_RA'][::10], rand['RANDOM_DEC'][::10], marker=',', lw=0.0, c='k')\n", - "pl.plot(bound['RANDOM_RA'], bound['RANDOM_DEC'], marker=',', lw=0.0, c='cyan')\n", - "pl.xlabel('RA [deg.]')\n", - "pl.ylabel('DEC [deg.]')" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "2e6f064c", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:29.706547Z", - "iopub.status.busy": "2022-03-01T13:05:29.705412Z", - "iopub.status.idle": "2022-03-01T13:05:32.845946Z", - "shell.execute_reply": "2022-03-01T13:05:32.845377Z" - }, - "papermill": { - "duration": 3.257718, - "end_time": "2022-03-01T13:05:32.846075", - "exception": false, - "start_time": "2022-03-01T13:05:29.588357", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'V')" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['V'], bins=100, histtype='step', color='k')\n", - "_ = pl.hist(bound['V'], bins=100, histtype='step', color='c')\n", - "\n", - "#_ = pl.hist(rand['V'][rand['IS_BOUNDARY'].astype(bool)], bins=100, histtype='step', color='c')\n", - "\n", - "pl.xlabel('V')" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "5bd0dc34", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:32.979064Z", - "iopub.status.busy": "2022-03-01T13:05:32.971459Z", - "iopub.status.idle": "2022-03-01T13:05:34.672252Z", - "shell.execute_reply": "2022-03-01T13:05:34.671396Z" - }, - "papermill": { - "duration": 1.788698, - "end_time": "2022-03-01T13:05:34.672491", - "exception": false, - "start_time": "2022-03-01T13:05:32.883793", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.0, 0.6)" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['Z'], bins=100, histtype='step', color='k')\n", - "\n", - "pl.axvline(300. / 2.9979e5, lw=0.5, c='k')\n", - "\n", - "pl.yscale('log')\n", - "pl.xlabel('$z$')\n", - "\n", - "pl.xlim(0.0, 0.6)" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "af02e2ae", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:34.807307Z", - "iopub.status.busy": "2022-03-01T13:05:34.806603Z", - "iopub.status.idle": "2022-03-01T13:05:37.512897Z", - "shell.execute_reply": "2022-03-01T13:05:37.511876Z" - }, - "papermill": { - "duration": 2.776573, - "end_time": "2022-03-01T13:05:37.513151", - "exception": false, - "start_time": "2022-03-01T13:05:34.736578", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "pos = np.c_[rand['ROTCARTESIAN_X'], rand['ROTCARTESIAN_Y'], rand['ROTCARTESIAN_Z']]\n", - "pos_bound = np.c_[bound['ROTCARTESIAN_X'], bound['ROTCARTESIAN_Y'], bound['ROTCARTESIAN_Z']]" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "a4fcf255", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:37.661899Z", - "iopub.status.busy": "2022-03-01T13:05:37.632529Z", - "iopub.status.idle": "2022-03-01T13:05:38.113886Z", - "shell.execute_reply": "2022-03-01T13:05:38.114720Z" - }, - "papermill": { - "duration": 0.536194, - "end_time": "2022-03-01T13:05:38.115011", - "exception": false, - "start_time": "2022-03-01T13:05:37.578817", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, '$y$')" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(10,10))\n", - "ax = fig.add_subplot(projection='3d')\n", - "\n", - "ax.scatter(pos[::10, 0],\\\n", - " pos[::10, 1],\\\n", - " pos[::10, 2],\\\n", - " marker='.',\\\n", - " lw=0.0)\n", - "\n", - "ax.set_xlim(0.0, 1000.)" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "a3af928e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:47.825815Z", - "iopub.status.busy": "2022-03-01T13:05:47.789757Z", - "iopub.status.idle": "2022-03-01T13:05:54.524384Z", - "shell.execute_reply": "2022-03-01T13:05:54.525317Z" - }, - "papermill": { - "duration": 6.797291, - "end_time": "2022-03-01T13:05:54.525618", - "exception": false, - "start_time": "2022-03-01T13:05:47.728327", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.0, 1000.0)" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(10,10))\n", - "ax = fig.add_subplot(projection='3d')\n", - "\n", - "ax.scatter(pos_bound[:,0][::10],\\\n", - " pos_bound[:,1][::10],\\\n", - " pos_bound[:,2][::10],\\\n", - " marker='.',\\\n", - " lw=0.0)\n", - "\n", - "ax.set_xlim(0.0, 1000.)" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "id": "5d6f08ee", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:54.693307Z", - "iopub.status.busy": "2022-03-01T13:05:54.692628Z", - "iopub.status.idle": "2022-03-01T13:05:55.922344Z", - "shell.execute_reply": "2022-03-01T13:05:55.923206Z" - }, - "papermill": { - "duration": 1.317211, - "end_time": "2022-03-01T13:05:55.923488", - "exception": false, - "start_time": "2022-03-01T13:05:54.606277", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "0.00999996445369877" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.mean(rand['V'] < np.percentile(rand['V'], 1.))" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "id": "59bea81f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:56.063360Z", - "iopub.status.busy": "2022-03-01T13:05:56.062867Z", - "iopub.status.idle": "2022-03-01T13:05:56.067606Z", - "shell.execute_reply": "2022-03-01T13:05:56.067205Z" - }, - "papermill": { - "duration": 0.067263, - "end_time": "2022-03-01T13:05:56.067718", - "exception": false, - "start_time": "2022-03-01T13:05:56.000455", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "('RANDOM_RA',\n", - " 'RANDOM_DEC',\n", - " 'Z',\n", - " 'V',\n", - " 'RANDID',\n", - " 'FIELD',\n", - " 'GAMA_FIELD',\n", - " 'CARTESIAN_X',\n", - " 'CARTESIAN_Y',\n", - " 'CARTESIAN_Z',\n", - " 'ROTCARTESIAN_X',\n", - " 'ROTCARTESIAN_Y',\n", - " 'ROTCARTESIAN_Z',\n", - " 'RAND_N8',\n", - " 'FILLFACTOR',\n", - " 'BOUND_DIST',\n", - " 'BOUNDID',\n", - " 'FILLFACTOR_POISSON',\n", - " 'DDP1_N8',\n", - " 'DDP2_N8',\n", - " 'DDP3_N8',\n", - " 'IN_DDP1',\n", - " 'IN_DDP2',\n", - " 'IN_DDP3',\n", - " 'DDP1_DELTA8',\n", - " 'DDP2_DELTA8',\n", - " 'DDP3_DELTA8',\n", - " 'DDP1_DELTA8_TIER')" - ] - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rand.dtype.names" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "id": "85da98af", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:56.158103Z", - "iopub.status.busy": "2022-03-01T13:05:56.157677Z", - "iopub.status.idle": "2022-03-01T13:05:56.509013Z", - "shell.execute_reply": "2022-03-01T13:05:56.509933Z" - }, - "papermill": { - "duration": 0.397661, - "end_time": "2022-03-01T13:05:56.510224", - "exception": false, - "start_time": "2022-03-01T13:05:56.112563", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(1095, 9015)" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rand['RAND_N8'].data.min(), rand['RAND_N8'].data.max()" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "6d2d1324", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:56.705809Z", - "iopub.status.busy": "2022-03-01T13:05:56.700899Z", - "iopub.status.idle": "2022-03-01T13:05:58.108293Z", - "shell.execute_reply": "2022-03-01T13:05:58.109217Z" - }, - "papermill": { - "duration": 1.520351, - "end_time": "2022-03-01T13:05:58.109516", - "exception": false, - "start_time": "2022-03-01T13:05:56.589165", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(50.0, 2500.0)" - ] - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['RAND_N8'], bins=np.arange(0, 3500, 1), histtype='step')\n", - "\n", - "pl.axvline(rand.meta['NRAND8'], c='k', lw=0.5)\n", - "\n", - "pl.xlabel(r'$N_8$')\n", - "pl.xlim(50., 2500.)" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "id": "3b9fa76c", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:58.277774Z", - "iopub.status.busy": "2022-03-01T13:05:58.277133Z", - "iopub.status.idle": "2022-03-01T13:05:58.279921Z", - "shell.execute_reply": "2022-03-01T13:05:58.280421Z" - }, - "papermill": { - "duration": 0.089523, - "end_time": "2022-03-01T13:05:58.280581", - "exception": false, - "start_time": "2022-03-01T13:05:58.191058", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "# 100. * np.sqrt(rand.meta['NRAND8']) / rand.meta['NRAND8']" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "id": "f18ed860", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:58.480241Z", - "iopub.status.busy": "2022-03-01T13:05:58.479351Z", - "iopub.status.idle": "2022-03-01T13:06:33.068946Z", - "shell.execute_reply": "2022-03-01T13:06:33.069616Z" - }, - "papermill": { - "duration": 34.73263, - "end_time": "2022-03-01T13:06:33.069851", - "exception": false, - "start_time": "2022-03-01T13:05:58.337221", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "#isin = rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(pos_bound[:,0], pos_bound[:,1], lw=0.0, c=bound['V'], s=2)\n", - "pl.xlabel('$x$')\n", - "pl.ylabel('$y$')\n", - "pl.colorbar(label='V')\n" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "id": "3079cd07", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:06:33.255535Z", - "iopub.status.busy": "2022-03-01T13:06:33.247405Z", - "iopub.status.idle": "2022-03-01T13:07:07.379143Z", - "shell.execute_reply": "2022-03-01T13:07:07.379647Z" - }, - "papermill": { - "duration": 34.240445, - "end_time": "2022-03-01T13:07:07.379831", - "exception": false, - "start_time": "2022-03-01T13:06:33.139386", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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0jb6D41X13X5ts0HheYsFTNvH3Fo6fr2GfowPl9UEB6H8m+F+qqvQAmTUu61jxzYLl9RC62ZbDvYKdaFUJRaiCpVwXxhDx9DuBQCIPnR92myrBSF1gBuR7VtEePyhstA5FQ2Otcvy+RqJzA5wp92vcO+pQoMDVu94OJ0TomPRNjhxbnssjlmoOh8yOgZc2vDeFh/O21rANd39KO15to479Lq6W0MBSRIeb11DtUZXGlUfQnXeO/pQP5vPAQMLy0/sesEA+5AhiGtfF4IfgXZ7p659ZnlUEpyhtqX0ECh2z2FXndg+9+oV7/76Z/F2LgVQ6zsur5l+lt9/rmzts73nM64rJ/cGVn/c271/t2WXtiFuLR/00MhXEToOdUAc0wCGzEODkxIT8cG1gFbV1vh4JRgsZH18iMOXGgs4ty35eaUxqCq+19rQCwuZim0dyE6W0ToB7/h6bB1bZ+DbTHHHiMIFAy+2/SAaNWOgJkTf6kNmGUObJmQlLmRaflvGVYQsOOwjfLexROW14XQ4T+dphEGjrNgxeNixL21mbC3BCY2j82oddsg8FNvIu3NsbXahui3Fht7O1ogFp+8VXSjjXAAgMbOnH2n3W7o+nATHo64tn0pw3sG5NHXIUBTSZqtOO9sMSFd+7Jw0wn49lI20xt5091zn3ltwCQKC1zNAA8L1aOtWbWZuttegc69RxO9vA5f2XFtnG75NjIGq45a2Dt+7rpqgO4hc2UEst9eKASKg1vAe7kAf2yyODke396I122DD7pxPCBqA8PuAXpadsjxvpfDdHRgF3f2KyEIQ9iWKuvuh/RuMAeq6Q3r0J3283UuBd0qWtru+W0T+xGf4/Z6IfNdnec8UwJ9/1C+4cnJvYBWbEluDpVurai0QRTBxDEXNZ1OCMa1rGoOq2hoDMEJlhuCgjYNJk5CdKN+320dpQtTcls+anUZ2mxg1blsK9NqVjTQ2QN1AnYMkcXAOCJE4nZqIwEQR/HpNIx3HfL1pS19+m/eF3keXOTlA4hhdmbItVzWuQ9ZBDAR+W8kztstgYUIWZQ3f0zo1I8HA7AR2rVGJefuKSCiTtX047fqkChpVsQmNV+OC820Nd9h7AWQHWt6lmNbAJDF8QfqDBECPhmPiNZZtGdA12+sl22M3SQpVpTOI2mBCQnUsHH8c8f7wIXNts/VQipY4ZLhVxf8ODqy7RgJmq+K7IEmMdI6GN0h7/6DLWhkEhV5ge9+1exj2D6qQNOXrm6Y7/q7cbS3g/MPlxt06bON4LKoh0PCdc+juJ6C77uq1qwKgLb02YW8VgQUQApY2+AhBooQyuLrgmG3Me80r7zWvD2XsiM32/NuABg4qEeDrbc+9C7o84JouExeE4C1UKeSh8+FeDKaDz2hL3sqlELh3XofqRQDf9xivFwB/+XG+4MrJvYH1yZ/9FLooLxhSMcJyTGvIrA2BtO+g/hpHjO46o4+u3CPGABHg6zpE1KZ7iToXav58cCSOAefgYbqHTJKEBrAJUam1UAQHFEfQPO8MuIYsrI1OVTVkUqG0laYwYrYZg7ZlNwDWQEKmogg9CGt5XnUNlXCMwYmqq7aIwVAOEivbc9xxSN1qe1Vt+adpQllPd8AJwbmF/ZI0CaWxtiwYSlHiHzJqPI824g9lSAu+9qGgIZR6X899jGMAChOn8GW5BSoIgw4acnTZAwOecF+4BqaXMbtwDoi2Zbo2S2bGg+3euC1QRut6m3XywoVsP/SBAw/M9HrwRYGuf9dmh7ITGLXOri3f2Z2MyJhQcmZPtL2fVRXG2pAsGTqMug7lyQiwwnPMMvhNvtOz7jaV+xJbGIl20IoI2TMCYt9vgT42gkmTLkNkZuZg0pTOHYAWDdp6r0Q2OMlwvVShls+dhF60NqQjSNtj9NtKQed4FXRkcdRVSbhHCmNjtiZCxqo2BIR1jS7a9No5XbgGcfzOMLV+h6LyDlkfVtUPff6XbZeIvP9xXv+Oc+tfCuvP/vU/1j1AbbbSGmqJog4iLV2pS7qsw/R6dFISyi7WPlxuDMbY9Ptd5Ng+nDB86DU4UxO3ABjeuCxNMuPaBT5o49BSCrpenaIDJbRgB3UOqCoaxMhCoggmjjoDL9Bt6adDdrbAh/BlAqgJzkZpGCSO8RD6rM3QVGGSmKCGtvwGYaYGwBcltKxCqYnlKTpQvrdz1q0TaAOGJKHTb/tU0bbfIlEEk6b8nQRH2hrU8G9JdgACysBBkpjXLZxkW1pswR9dNhK+u9tn7BpT35WqTS+DpAnLXnG8zXpMey6+u0fEtobbbykSLbJXBGYw4DnFMZGpCI5Ntk5UnQPqZuv823s3fLbJ0tD/Cv3htj9rLZGLEsjxdU0EbGv8Q1mWN610x8lsm85PogBaMSEYi0JpPhwLwTdmWzpPU5heFvbMwZfhPmgDiiji/dU0dF5Z1p1H+AR+b3sNQybaiSrEUage0Mm3YCOtK/ii6MAzDDLcdq+E10WdYw7vPRDvfE+4BxXYBh4dWnPX2b89qy1XvpOAJ6r6v/5iv+edEV58ia0f+pv/BK0HkSREdWb70Jos7UpVXSkNAYnVljXdTpmnDuUfy36KNArdbEKZMe7KZCy3gIY39MVMrwffRtOhNGTiGN41MK1zrBui39p+XeMAwwdYI9uBCaCGn+OY/XjvYFpn0fLcABpTVfi279g5sIDEUzB8CsmSrypIcD6dA257NiGa3/YSfYeYlM4geyDLYKKQkUJopIDOybQlLqjCVxUzqLaMx0Ohs9KQ0QQ0nLqGjgfgHol0ifaWgqHQuung7KQzOGYZrSNt9yeKgCoofqgCUQTfOt8sC58berFoX7bTawslRohA0gRaljSsAVXK3pmH9HrMHLu+K7NqiZPgSAHJUviiYDbWuG2w9JDiC0IPytO5O9eVmtvSKlGM0fZ+32ygacYsJThiLXI6y34/fIZCkl5XWYARCv14D1Thc20AWrVl2PY2co7XMASE6lyX/Zok2QYl7d5FrJoQjCXbEnd7T4Q+cOe4vUKSKJRAa6AJjl0R7gtyXnfLqdL2KlvUcksSr2seY6iCdBlze02Dg5yeTB7NuHxRl8C9w4AnIvLNn+HXH1XVxc5rvu6zUAkeab2zzvhLYNVVg9V80/2bJQowqvQeKMstaCGOGXUaQ2MaAB/SRr8tiCNqHR2zCW0j8F5v6xBDn62rdEakJ2jTQJwDqqA0IQJfV50hVaURkSTZOpe2fzIcBEPMbMJkGftA7UPaRrNtz7GFkyMYFwGQBAPa6/EYQzmpg8YHtF4XbXfSUmabUQDdd8I12+g5Yw+oA57sZKjS8hR1G1239A2WMRs62ziG9DJmkwg9GaEDkDjmNYpjSBuYtOCPiMAFZoTbbJXAmpC5qe+MG8vUDfwm3/47vKcFJ4glslKwJfS3/VPp97rMvr0+mufBOTd0nEa2fdmioJNoy49hL7UJJbYkZmk5iZlZxhF0N8tvgzL1QJAG885tnV3I4tpSJfc8BG5Zj/d3yCaZtQOd8k57kyYxLUzEIIBBWji2NuAxBGaphPcbgW+o9NKV3tuMP4p5jFUFrWp+b5fRts9FuD87uoHw3uz3eT2zFLChD1tXBM6kyba3GMd01N6FCoTp2hDkOCokjZkNtvcHwpZmGZDEvO8Dnail2tx47uQLsDpvzlIAHuaRft7CdQngrwD4UZAEjl0HF9ZcRL5DRL7zjXzBlZN7zBUnEZ55zy2gg1UiEI9fh8ByLXowlBUBKJSll6ah8QmlHBGWM0WED1Zk+ZC4BijLUPaxod8QPl+ED2wVHtSADpS2ZBMeLoSsQ8syGHjZfgbQldfYP3OQNIWo7xxGF8nG4TuiCL6q6NRVgfWGZ9Y0ARjAY/MtYi2U/tpSIpKEJbHGdU4TxsBYS0cXzk0hoRSVsqRbV13UTGg6utJeW0aSXo+RfjhupAlf13geb5tlGQuTZV1WIcGwq1ceQ0DwSRyjk2p7fU+lbugc02R7DTsoedQFIb4smblYCw2lMATdzi0ZGfDrzQ7hPJTGgA7Mg5ZSkobMOo7ZdxPZCUYQAg2CJcRGaHt2AEFFIsJrHMch2Iq4T5GF6WUEPjnHPQmlRK1qOt2mgW+abdnUuZBhSgdEgvfh8yL45TpkQ6F8OOh1QYSGoLAjdzceqApoWXcAlrZ8vlt2lpAtizWQ4TBQVpptwNiWLUPJ2yQJ961pgJjVAm17qaEX3jp1iEBC4CLDYeij8vpLHG8DiobPhklT9gathUlCxUUV2rjQP5Uua/7wf/OvsbhYPY6pedOXqqBS+0g/b90x6c8C+PsAnlfVP6+qP/YZXvOSqv5DVf1BEfnfP+53XDm5N7De/61fi7bX0ZW0FHzAkgQmS2lbyjpEuAZ2PIJtMyfVTr2DBiQgs8qSaLIWoRcSQkQRASnAtqEtQuh6i2K0FqhYtlRjGFFaA5Mxi0EUQXOKB7N0GdPXOcfsAOhACe3rxQeSa02em29LRr0eOrBCkgRD5tnXyTJIEsMYw+90bicLDSW6xkEG/W3WEkqMYm33fmnVKtpep422XKmw1xoyj5YsrZucTgWg8wkOR9v99R5mPIKJLHxbZgrZKBrH4w99Tg3GHEa2/Z1gwOE9ZNCno6xDht72r9KEkX4gtkuSMJNoMyJg2wMK5G6xAama5/wJ19qkKf+WpsxG05TOJ/T7pJdty4qBo7gt8TIDJGjJAeq26MRQdlUJ2VJZBtSp0iE34ZqlMVqQaZeJBnqD1g2BNaMhs5mgcuJDaVGd47HbiIFDFCgcCM9JOJZO7i2ykDTjNWiDAO87iocKwR0S875uM3IEME5btSAgixUW9l6jrZPabICqYVUhVDDgCAyTLIWJI96X3m+rES3ZPQRXfA5qYLMJiOhme/2C4zRJqIoIHgJKjfeHb64hegPLQx7p561aIvJHAfxomDbwKOtDj5vRXfXk3sD6yX/07/gfGv6nNR4tdL/tfwTirmgglAoNFxrHfksdoPG7eoUKmPGYBqluoEnSZWiml0E3OY2XGog0MF1/yABZCi2CCn7uYUaDDowiUdz1JFoU3paEHPoiLmZfoyX6toi7OO7KrAiZiBkN4WdzoIWVK0tEIoBuchqGjvdEeoBGBj4v+HktV8oFQEgoX9LYIji2bQ+s5bQhlLLggBbAQgAIwR3SltzsTonRknBt+30aw7Ls9rs1UGjcDmFbtpyqOIKqYw/HGGhZdXBxOoWSzjhhyVNVoXlBhxwRLg/nWHpt970O2ZAgkP9D7OP9NiCpG3RE6rZn5RxMv0/DX1dAxNcivE/rmtfOBQdR1V1GCReywJYy0vaL47gLKnw4BhMcA9oSsAckkYCuDde1qcn5LKtOBKGllgGgs2gDOK/QpgKgofyLbcZl7RZY09FVQsnTOf5UNTPnXhayyKAe04QsLyBjJUsZcIQgQaGQpqFj3mx4bEnbW+Rz5csKYpPueRVjwu9axRZDWk1VQoztAouuTG+Yvftwb2pbLWiaHS4fI4UyL5H20jdueL7AReDJOy6v+QZV/R8e9cWqOheR6eN8wZWTewOLPDmgI/aGjEXrmkCQwAmSfg+tSoQCdECWD4q6wIuCD0CCDKoDaF7soAapEiE2PEQhG0KawgbuliQJUFYkCidseksUBWSXhj6OQtcblpEMOiMiQHBgAi1CBhQyMDjHpnygLcA5oO0/5AWzxdbYuAbo9wK/DWgBKECojAZ+lG6Kroykm6JDLHZEYB+UMkwEXW+YaVTsL0qaQpqGmWtEsr3pMhJDw+vZZ9SiDA7FwPuaFdooIuozD9fOe5YbAXKukhjiDJAm0KJkltaE0llLXwjXz6QpJLLwrumQoF3pOWSlPs+5P5GB9Ps0vNJC8htmugCviY2AqN5mUVUVAD/gPuZFZ5x9XgDQ4AwttPb87FCC1DKce2Qh/YyBUtPw/ioJ7JFeD+3FMTZCC2QycQwfJ8wMqwro9WDGIwABoFOUnVNF0OAUY4DxkHtmDHxV0xkHCTMf+s9aa4fwhYBOKWS4rq7RCnKrYU9NshRiLDmbbUnW+S6r8qEqgRboEccwNoI21U4PGuGe1K7vqXnBY+ilfAaSGCYOVY405V61WZ4PzqyugTglQT+U49GKIJgWkBLzfi3LziZAawYXAI6fOnhbHRzXOw948gbXweO8+MrJvYE1e7AIjoLZmYbsopWjaktcWlVbWLyxXQRtellwDq34sWP2U9UdGhBtfyMJRkcQyo3CEsqOOLQY4cPUOJh+r3OO2h6HZ8+MZSlLA1oUjOIDsbcFiLQ8P5MkIUMFS5fR9laROGHJyhj2G+uALk1COQ4IjXeE/bCANsxePcs5aIE51vK4xMCMh9zXlmwcyrAmy+DLsgPHaFMHB9hA+j3OpgvGSxU0+AhlpaIEsmybucURJOkDcQS/XEKthUhAlYb+ocTxlrQPBEfLfmJbrvSbnKXVQR/uck5KR+s8IMyM4wTSNMAm7wIXDX0jba+181Czk83Gwqzf+aCqIeRXiiGAQ2u0JGS/3sD0e9DE0ym1/bu2R9wEEFEH8WdG58syFKRYeuzKwtZDYtuBpIwq97B2MIMezz/wKNuSo3oHLTzPMY5gez34vAhlvCBZB4WZjnkfB8i+2ZsyQIljYL7Y0gwC4ITo3aarlrTAj3bPWD40RA4nCfudZQU7GrCUarYOx6QpNMugVdlRerRuOvk5bYPQfAOxge6yyUPlQ6BlzXsjilgR8aTkaL6EJjHE2rBPNekWbSXEt/xSRbRLS3mbVgs8eYetZ7/Y77lycm9g/ft//lvxT//2j4TGdSDJJlHXE4Ax0KKkkwl6hp0EkzU0rJEA650ZWaqQ0YDlqQ7ibvhANQ7Sz0K2FRCFrVHzviOKm0GPrwnZmoiBLtdQa2AHfap2hGZ4q/moQTqqBYWgqsI50JCafh/eO2ZexjAqjixkMGA/pOUINqH3UwZlkHjILKY9xpr9SdGa+xQykQ7OHnpqCL00ZBkNZSv62xLGsxTYhM7BmEAGLSuWC+N4i7oL+okax4EYj22ZSRW6WIYAIUDkk5iZWgCTqHMdMMQkCbTtEQZEYldWsxZmf8rPCpmnmYxoYOuGpcZWLSVkZ2ItNPRItWkgTQAoDQbMAIHQUw1BQ2jtElEZsSznQm/ORpCeZTYMcJ9CSVahkB7vCV2tYQ4OoPlme48Je1G6yemwmoYBgVRduRMm7Pku+CWAl7Tt64b9N+MRKxdDlipJiVA6mXDval6GTNx1PTfTy8L9FsTF01CC7zRONTxTBSTLeM+KcN9aBG4AOvkdegIK7oEWBQ+5cd0+dTSGAKzRpoEZDrdo5/WGx9NyGEMgQCSphyRpKPG7bd859CG18dvgDsxgT1/5XMOI37rl3kQyeCgbfheoWrIPQv8/vvP379n5G1T1Bz7zx8jTn2Fm3Gf7zmeAx2savuPc+pfCuvPifbSKGLTc6BQnOp5Ov8dSWFHywRKBjIZ8YIqSUPOm4cPWz4A0gc8LZhpgabOLNlsuWkA0as73mjQBehlEPSP6NsI1wv5FIIpL0MvcEp/BSDpNIJHhZ/R7LBXG8RZJ2aLguowuPPTOMwuq6i28X4RZTuAxdf2VPGfW0mpfAgQXpAn7Z6GsKFkaACANfFUTBBDHjIyTGDIe8XgCMk6LksTdTXAKYtivrEOGFBFeb1qwihEeWyjFtQAOANyTFnbfIu1CttMRuZ0jVWO1CiTkhsGFa0UAYhryNINfraFVwx6p8/A2ZPEBgNDKpgEKbHKeq8gWLRmQsjCWRluEEPq2Nwls1WpCrw5FSdBFkHUzR4eQwWBLGYhjfm+bXQdj7mYL9lKHA3SoxH6PwUDQftSiCrJcPGa/2WzLtmkKMxzADIJslQ97EhCdkiTdvaDOQXopS/nt3lc1s/A49AUDmlX6PX7u/oSBSLhOkqVgby+GJjH3tyz5nWnagTy0qrbZpDHsX/ayULY2XZ+T9w4oWRYcb1v+RRLz/gola8lSPieDQaA+hP2vKpjAQ/VFuR0J1eqBqrLd8DavVtbrUX4+3woO7iOq+v2q+g/Cr//qzt+/D8CLqvoPgnN7TkT+2Gf4qO8F8Hce4zT+7wD+xmO8/srJvZF155P3uv9+SOEd4ANSVND1hn2eLKNx32yg63VQg7Ds09iWKsBMR0KvQkPGIlnKck5ALRKBlnbv80UQch4NCevPc/YNlAAMGJZRfFkGlYcI8A38puDDXFESy8h20oF4oin9esNMoyyBJsg2xcwiEEqippdRuWM0ANJ4q/aRJCx9FiUnMrdABoD9p6DXiTSl87KW2VjB7IcajjTuGpx0l50UZcg4Eu5byDB0tdpC29ssqyVdRxZSBQ3CMBldw55TbYaGTUK24OcLaFmR7mEDSrSsCOqIA+LQGJhBHz5kaL6pWVouCpa1Bj0a8LKEaQMfY4AkZamrLBlkDCj23ToCsS0yNgoAF0txgcBFbLMy3kM7fDXnuiwGowH8egM/X0DqBtLvM3CJLHUvJWSuQCcS4POcxr8hmMkOBzCqkOGAVQrP3lZbAvfLNT+r3ZsWJdlOLwDvZZ/nvO87fc3QywXoPFvaRhRRu9VY+MUS/vSM1y8vgDg4KmPh85Ik9/WGQWVL0RBA0gS+LOELHpf0MkiSwAz6ITgsg0DDliKiAencPcOBxuM3Oa91RnUcX1Xw8wXvjRDkGGs7lRl4ZXm9fZBavdXgdN3bPjCVt22t0SP9PML6Puw4p+DI/qOdv3/XjvMDyIP77k87JmZ+HxGRHxGRpz7bl4nI0yLyI6AM2M89ygG266pc+QZWHEAALQqv7T2QZOrRyl95ty1hIeuxlLdaEYGV53zoBn0ijaOI5Z/Qk0JEyLMkCXTD6ND0egQt9HrwRR7GjgSibBzT0YWxPyw/lZBeD9JL6RCKgs4nsp2yhdY11MXBKRKuri1kPg5N+ZAlIOrRQcwXAAS+qiHjEctvmxywlH5qP7tDoq1zYNDjd9cN6QJtuailVAQOXgfCqUMfxHv4ooC10bZfGeD5XpVO2Tl+VxSmHYQymASdyTazhQiPozWs3gNVCXUBzCJCh9Tvd/SElvckvR75c6EUqqo08lVANAbdTi0JfNCWVxcoHJoXnQqHDAeQQGCXNEDUs4x9oMbBqwdUYHsZ1AB+telKgFBloBF0EmU8gs7mkF4GE5CNfrHifTGdhDJxAJu0Zeg06XickmVdz9HsjVh+C+ARUgQG8PMl+8XAVjotTaBlBdeOVWpI0kaaQFqKSN2wutuWPeumo2e0ICNtAiUkzxnAhYqHzubw602gCwTZN8/eXgsY0TxnMBDH/F5IOJ9QsraW45CWOblsowH3F0E+L/QrTSidE9CSw6+Yaet6AzMashLhHWQyprPNc1ZGoogji6qaaFcIe+KBUwhrAh1EkQ6yt8Q2fa6lkDezXPldAJ576PNVZwDwWbQlLwB8y2c8LtXvF5EDAC+JyMcAfBjAefjzQXjf+wF8fxio+ljrysm9gbVZ5KG5TFUDLctOUUQMybatcZYsY6SXkT/lapbKCPoIivItKbqut7qXaSDppikf6CDVBOeg1pBmUBThez10tQGGAzqGVu1Dgs7e2QVLpXUDNRKAHBVMvwcfRdDZnM42iQMQA3RWVQmfFyz5hZ5aCwyRfh/t0EwtStjJGH4+33Lfwu+7USeLFWTQp2FrgRgaRJVD9AwogRGLFZ17GeD5mxz+5Bi6WED2JmiVNWS1AUKPT+K4g4WLMUE42EEgjP5b1f6mhsYJs9J+j3SMqoGdTuDPL+GhMEY6AELb61HnCNJp+W4hy5CE54CM9A4zoOao5iXLwsMBfEv+35vSqVbsiapz5B5WVcjWAsHcBk3Thpwu7SPsq4cZDoJUVRhnlBfd/kkor4mJYWqWAduMhgRzuy1hikArDxPREdAJeqIWWyRpFPGckpjlNmNgfNDGDLxDNC6UEKn2Yo8PWcVwwVm3+qgR+XJiDDBKgfmSQUMoLUsc83O93wocjAhE6qZbqPL8Bj06UREGD97x+kYRzKDHrGuxgj05hBYVNIooNhDoHRj26HCzlECSquwGs5o0DRQPx3sFYHZse0QoA3TEB3tAXkCcg4TMWeKIWWHVirCH/qUq3v8tX/MWWafPvd4M4ImItMCPZ4ND2wcwVdXvD7/fB53a7pqF905bZ7i7VPWDIvJDYMnzu7GdGTcDnd53BeL4Y68rJ/cGVtRG6YHP1c6PgzUhk2ng64YZw2YDjIbAJkC/w7RwMx4DY3QE7Hael8TScbSk7W81LkDWHcx4SEUFaCA/VzQCrapGXpJyoAozGcMvVzD9Ph3teMyyjiqgUZc5mYM98rUkqPpvcvjhALARukKmCPx6DZMmoX/DKFXKCtI4uNkMZjrZZm5R3EkdaVV2I3cEsqUNQEPmE5N4vFjx93UNDT05lBWj6vMLctZqcpMkSWBODuHunTJTFUNKBcAyU1lB4qB4Esb3oKnpnHs9OgQXAARZD83FLIA20GVpAPUj0WbnggApD8LArbaiEIxjBn3eB6Gsq8sV0AYTZQmdz/lZVQ3tZTBJDBemQ7SOoyN01w00TUjoN6YDcqgxkMmQ+5Ln8LMZjWvLF8wy3guBf6llyUxkOqZT2Kx4Tm22ZgxLxpdzlmYLcsQ0TbhXAWzRqvIQ2BRKqqqAb3mPFLH2FzPIoA+dL+jA+j0gVmiakAqhBILANZDxlIFA1WyDiU3e9ZFRlqEEzBKl5jmDn3XOMvCIiidmNII/O2dQ1WbwrROsG0gc2gJFSe5o9/CCAVgvUC2KEAz1e3xeqpLIScculQbVGolI6/BtBhwRXNbyBdtyuyqC5qzDz/3LX4b3fksdeRuWKh6HQnAoIh/d+fcP7ABHOnRjW5IUke8Rke9T1Q/iMw81bZ3ePoLD+/Tj048jSHu9meuqJ/cG1od+6T9jhgFsBzh20HdPQwPQuAaDLkaYLY1H7I9JAJeo8uEoA2Q9idmDCDJCulyhHcwpQb1dIkteXJqGYFGo5NEPpclexv5NVbMMGmDrhEHbrhnOyNxDihJoagI5oggyGcMYQ55VEhr0SQwJUH8W9+tQ+gxl1uEQPi+ZUYLnBu/4ma2AtTU0dtKWD03XCxEX1EQs+0LYUIhZhgMa4jj0PWpC6DWU1bo9zjeQMhipbh8j9qbafp9jBt2CUlDkgGPUbiLLzDmOusGy0hLS6zoQ+Am0QC8DxiPoeMj/thEkocqNWAO9nLGEKBLKisG5K0jdsNKV/uzeHqKDfZi9CYENwwGzXWOA+TKQ290WhJQTKs/yKHtZ7NHGWwWVomDf82CPnxlElkW1Ew+nsgf7pjpbspxoLTDh/WmCugoRt3UH2pCUGafWNXS5Yka62TDgCSAPXa6A6aTjWMp4uBXKDiR0M50yG217r+sNsFrzNQHLhKCwo3neldM1TKbv7mkbQRcrZn39XnBsdQgwc7QDbOE9MOjRta1zXjNFh8SFMdwT0DFJe4/4QPkZDVnqjmO2BACYKN6WcJu6A674UKqU9ji9Ip/nuLw/+yJapUdZj6Z2EiQizlT1Azs/u8jI1mHtOsEPA/ie8N8zBETlzmr//foM74u+rjK5N7D+8jf/J/yPQM7m4NOg19h4iBjCkSMLlBU0L4iwK8tQsougl7MAV09ZQlGl0bUkJCMvOqi/ZBlQEj6OPIwCace0BCepWQopCuimgDnaD2RsYSnHSnCcEaSswlRtggQ0TWnUNzk/a7GCDvt0BMt1kLDqsXQYx8B8Drl23EX0req6JDGQ5zScgSMnUcSo23vi4NMEmC3oxPYm23EtUQwtiMJEtO3NoaoC6Cbw0+pg6NRD8wpYrkj+Xq/ZsxwNQ0Rdsa+3XAOtIs1oQEfXDoRthYLb4KK9FkrD3jooXW34uskY/nLG3lToHWE2B4YjSNPAbXKiXQP9QQ6mkHXeSWmpY0nNTCfwymnvuFzBO8eS2XwJSAhkShpMNUH7sj33AEjS+ZyZd78Hc3xIOoSEwGWxge7tMfN0oaQaU1JLW+Ri6B3a4wPev+vNdkDuesOepHckeEcRdBII4W2Z2VqYyQQ42OceGAOPQLa+czdQW+hAMRoAF5fbqkegRqjzzOLTJCB/o04aTFoUbL8XpLUSAk1adZO2SlJVXcZtrCEgpywh+3udQIPkBdDvQVcbUgiqmuVbEIHZzZgLItyqCtQl/IItCAlcwzZ486HyYltOqXN0pEF8WquqEytACDoA4NqzJzi4/nq7/9YuxWNlcp9rvQhse3BhzYAOdXmBT8/mpp/hPRCR71TVH3wzDuqzrSsn9wbW9eev4RM/8yKTkIDk801Q64CEGWiG0lNBQUTzIqAsc+hgAIxGfNjW6w75KDtlUA0lJRGEMpF0MkvIcxpJ5yFZAhmP4V+9A+1lkMmIfbRej+XFyZi8ouUakoRBj0UJzVIazqYmB66XbQ2i9/B5TUkka7ejW/p9lswuLhkJ97IAnkjocGwE9AiAkWEPulgFAnNwPKokFQcUI2zE/mTFsUIy5p5o01DxBOB+VdSZbEEqrcalrtZBjDgMHd0BNehqTeMVekYt2k/UMtNIE4iJaJBb/l9J2oa/uIQZjnZk2hpmVTYCUl4HmU4AlwVKg1KBZrWm07h21FEw4ALHcDyiQV9vwqw0gU8L9nVGEWR/Aj9bQJcrmDhQJrwHyrLrn7a9MxVDibdWXWNvChQl3OkZnfNyBZ/nEK+AFQYRyxXvn9YRW2aB4hw0pTK/OA8M+h3vSyTwOKuaZcK2p+Y9M9XhAL7Vu+xl/Py9Ke+ZPIdcOwJOL1h6DpqkyDmSp61scAwT5a902GeFwm6rBdr26iIL2ZtCV2vu7aAXJLi4/xquIwPCCn617niSWCxhAs9NsqBqIoaIYBX42YKfub9HhxpoHCbL4C5nzN7CNTNxBKnr7j5DVQbaTCDhlx5iEyhaniXtw70X7+PszgUOb7y9ju7NkPVS1ZmIzETkWVV9Mfx62v4NwMdFZPa6t+2D2d7r1wdDWfTFz/C3z3UMi0d97ZWTe8y1nq/xL//eTwEAozWEBxbYqk4YgS9LqoZUFXs3wyEdlA96fI5cL+mlEA/+rpeFzCJE5Y2DpjH03gNGzwOCPTAasrmfpvC1g7+4JH+naQAfZLiyBFgsWQaqgpZfFARz8yJA6kNzvHEB5JKQNjBfEq03GcMv1zBttpam0IsZy68t0Cb0TAjZDxPOl8H52IhlQGvpVFXhmwYGzHoljiHjCbBYsAQUEG0SPgs+TES3YY5cHHXOmGU6ljYl4UgU3eRBPiyHOToAhn2YJuh6WgOZThiVrzcE0wTyNwD28KyFb1znNP1mw0CiHVvjPcuzNfcI6gl0KNZdRoq6hp7PgF5KKkcUQXuBg1gSvq+LJdDLYMZD+DCVAe0YmFCGFPWd+LN4hV8sIDeuscdnDe+1IK8mYdq4HOzBBBkvBaAC2MmEmbUhjQU1pdFk0IOuCPCRQGhu6QCII0pclRX7Yi4ci4B9TRuRh1nXJIAvVtCq5n7VNXu/Efu5OujRoQTeGkJWz2xKYPam8MslpN+HCZw/cQ3RqXlDpOXljIHCMPSdEcr7UUQAVl50iOaWK2cG1Pg0md0ONW5Lu62aTBpm8kE7yTpE7T1rgKrhPgj4eXnBZ65pAhiGfVmI4fQEz6Cjm1aQJEH8XAGVt93BKQT1mzdh4D8FUY9tGfNPAvjgzt9/QET+2A6N4FvxmflwB2CP73NJdWl4zfeBzvT7scPJ+3zrysk95mrqAJnWnV8aAUqCJUwAiqCugYg8OXgHDwlzRIXRbL9PVKYxvAomClB6zq+Cd4SNh76dHB+GLwtq56GxjrIiNDpiKRN5UIU4nwVUY5AeMhaYjKHnM5ib18hDqmuYvTF7LGXQeLQWPvQU/ek5IeoiVICIIpYP04QlxA05WyoAlsvQq1BmnjFLTprn7PMN+uyrxBEb8soAQZdLOsxe1ilgoBWcrgNkvseSquY5/MUMdm8SSLpNh7T06raZXpYRFHB3BRn0YCbjLbAg9Fr8csWIHCzBRTdv8Fi8Qg72qRayN+XxvnKbZcHQJ6NUGGi8w54gZs8SYQ5dO5tMm4Z7sFxBRoFu0TgCcsqaJWYFIGtmymnSoVORKsxmwx5vUUIWK06kaPUVe4GDKYDmOZGXgaJghkNmJ+s1+5pJTI3JixlvI2tDQNVA+70AMHFAGnrIF5dAr8f+FsB9bTVaGwcTlGOwydFNE28amMND3gOSAnUF6aXQIhD0g1C2Og+pGgaHdQ0TQEwtalQNRy2Z4QD+wSkQJzDDPsFbvRSyNyGxPZQEzd5kW3buZSyPBkqGjoe8lzyFnuVkwmCwrFkhaFsD8zn0xjVSO4T3XsvVs/t70MUyCA1YaCh5m8mYWWRdUdChrAG7nRivrToMBNPjMbpp8m/TUgD+TdKuDLD/7wmqJgBwvoOubNGS3xMI4M8CeOF1vLl2/cDnE2gWke8F+30fBvDdjzGxAMCVk3vsNTkc433f/DX4+Ed+sVOt6GaluSBQ3MLAVQOKUDpC71Yxnqrq/uyCxrCdARbF7OcgYklJsq0DM/SuFDEGtRsHfRrd/QxiB+Sb9XvA+SVMmrL/UzfQzEJevcPouqrQTdxOU5aYspTncRHKUMsVZG8Spnk7/n/T0Ng49q183UAvZ8xA4hhy8zoklJN8zNKUBLURMx4ByyUh/fMFs4U1JcfkYI89D2O2nEMR9mQC54nE+AhytE/jYQ0kStmfbLOQYUa0Z0qVFL+6Dy3DLR4UUqymgdIR5tSF7MafnnXOQ/MCZjziZHT10L1pUDNJaOB6GctvADlVijCBgNde+1kAJDXscdkImIyBJKhtrAU6W4TZdgbmYD9M8LYQiToKAme9UbZKehn7SsLMDgFpCQhkU3C0S8mZe1o3MOMRM8R+j2CYMMy3ozTYIEgQMsy2ByqBqK/WwkxH0KLiOcQRfESai4x6W2UTCXMN2zImlMd8+x6Dq/EQiElCVwnDYYMoghgLv8lJqrYW6CdBWi2i4/MKk6TwScwKQL8HyQtmokkCqWqigC9mrEJEllWHyZjXvN8DBhmkarr+rF7O0U4p76gVKe8JdY6v6/chUQzz9BPQB+ddhUHXG/heRlBOlsLPFwwmJJSEGwfx0iF0A+cG8B6z0wWaukH8tmpYCtzjKWJ9zrXr1N7I38Nr/spn+1sYw/MhsMf3rar6kcc+SFyhK9/Q+upv+koatjadC4acCgroFCB8VcJfXAQ0XNPx3rRhFGvSDPLULSozBEQf1RQCACOU4ch9Y+9MeynlloyhoW5JxsvNw8aqR+dIxZCIqMujfeBgSs7esA85mLIHdTljGXK9AXopVB2NTTBe0g/agi26L8h9SVFAjvcpv2QsZLUOVUvtJldjPIJcO6IzaTzUSqfvKZMJ5OiQ/bphH7pacT+ThOeXpjR4rShvi/SrA9FWFTjagwZn3o2GKdinwf4ejPfw906BvIBNEmaRaRhYOxlBjvZZchoPYZ65RaBDylKsaRyReGHkiwCQ4ZB6kUHUV6YjYLXi9984Yp8nEPP1cgEdDaFNRWJ/mkGqmu8tyu3k+CUzTh/UTPydezSo83nQBW2YZfVCCTFMF2DmRti9CoDRAObwAAIlmXq1gn/tLvx6DT07B2bzTjRcR33SNlpJtbbPOB7CPTgDpsz6Nc/hW/SkKvu5nsGbFAWz1HBO8IGcv9kEAE4KP1sCBY9Z4ogIXWOAPidxYLFgMDibMZMejaDLNQnbccSe7mIJBACTD9mQ9HvwiyVksQwAJqKMsVpTXcgavne1gT87hyCQ6NvndTIE6orXyxr4OCBH0wAim8/ZZ47jTttTYmpRUmi8VQZaUxqtCWONQtldQgbXQkUFiuZtVj1pM7lH+Xk7V1A3+Sg4TPV7VfVdb9TBAVdO7g2t3/Y/ex+2k7PDL1vkV9AXbBXtzZDwac0LOpIALAAEfrkAlmsaRCjM/pQSWf0eDWARsjsFy4RTotzQy1gqK0tAHQChGkOW0oCqQoMUk3iFTCeQvILMFqQLFBXJ2SYABCxRmmIMMOjBNB5y46Qz7u1jiiSmqsdmw76bsbCNB8YD6HRMA+wdZH9CuarA99PFkudvLXSVBwSlpdH2jgi2+YoZqffwUO5VXYVyYMZIf7FiFpMmzGDTBDJvMykqd2heQCMLVd/REuTmCctWrfajtkjEFcRx9hyWK5Z4J2M6udBn1bqBhN4cNiGgSGO42ZyozroBRiGaP5sRKDKbbW+WQMSX6ye8JnEgOffSjj6hcQQ9vWB2V5SdiLSIoZ5l3TAAqKl1Ko0Dhn1ytvq9IPwstKcBko84Jj/ycB+yWAeJqoz3SVmyjxYyMW14DkgTYL6CPdjntUkCfzFNOTuwcZQISxPo2Tl0NIC6ADwpK2B/TKDHJgdGA6I/+xnLkrqt8reqOLpaM5teb7pemr+cMUvzngEcwsy50YDgH+/pdJ2DOdhj1hTHwOEey7KTEUvYeQHkJakbEXlr3hr480uoevjVBn6+4uM74fXwlwEpWpYw+3s81iGl06QdwGojVkdaqTwB7xVHFKWEyQUUJdhmTaqC87s798XbtFzI5j7fz9uxRGQsIv8VCEJ5EcD+G1E4ef26Kle+gfW9f+b/wv/wfsuX60ptNKCtCkenRSnC5nXTUD3COxJv04yAAQW8d5Dlmn2cyznQKp17D+Q1kIwhZ+fA/iTwswxE+nyAzy+giyXMcADkjii5kH3pmiLA2grVJhQ+1iKor7TOLI5gFisavcWSWdt4zOh40COyLy/IwwqK9Zom0E2xnZ5sDLApaWiGg0AwLuiUfWjCO07WRhyxLFsGDcS1DZB6GrUW0ceIfwmfxZAoIVS/n3bkcW0jZmOIKh0MIFaIKq0q6L3TDqrOMmhGpZE8Z8AQR0ESqhc0Esn9wmwBDFgCFhOc0d6Y+15WLHsmSeArKh1JAMJoTJ4elmsiEadT4GwdepLKnpwJot2rFZVohn20MwpNEqSqqhoY9iGzBfuiAcAjgwH8/fNtVtGicDeLbjSSOsfs+sYJsN4wMw0qKJjNmVkP+pBAESDZPeK1u/uAZeS8oMkbDOhkvQdWG1YdHpxzP8djOsDzGct24MdpyIRagrr2EmDQI/E8UABkPAzT5zl7zRwdcO/XDXTQ6yYcwCupAJscUjcM1PYmvJ8M6QPSNMBoBKiH6HbMD8ZDiFPSewZ9IOtB64ocwbun5PElcSgJr1kiz1ICclR57lUNqSTcRzXpD1nG0nxVB7J+syNObtkz3rERxap4K83Upy1VeduztM+2wrTv7wflvL7+jaqbfKZ15eTewNq/vodXf+0OM4MQ9KgqI2Rj2IuJIqIrrYWuljCDIZFycUxycl13k5xNHkaxDDKGupuCRrfleKWhXxY4P4AJOoABvZZXEA/44ZAZ4XhEA3ExA04OibirKhqxLAHWG2i9oUEejcg1y1JISbUTjpppgOMDRqjTIXS1gS6WW91Ea4PQcCBaNw10MmZPCwgTEzxh+jai2segDxxOgQ1nw/mmgQngDLEWcrgPPbukw+j3grG20PtnwLAPCyFfyhroWc7XFQUzlDQBpiPo5YIk3OWG9Iy9KeH3bYlKLLAKGWGWMvsD6HDTmOVJwx6LDAbbmWZJwuwoiuBfeY2luWDcEVki8SIDjYgu1X5GQFBVE8W5zslVXKzo/OOIJVpF4PBV8L0UcjiF3DsLupkApmP2wUTgAfY2ixKaJVQ+8VRYIWWl4bG0ahxtf7KsqDNZ1eRQtu+JCBRiv0qA4z061tWGAU2LEj3Y43X1Hnr/NCj2DIPwtgmcuDXPY28E9BKCMJIIOuhzj9RD8hLabFgyf/k1yOEeneBixf0e9+E2G+qHDoJyS1EC4xFwMeP4xn6f2VXD/plGEUwS5tDVJG9j2Cewa5MHrckCflMwOwvi5pINuAdVE7Jq9t3aKe9wLmhvGnLj8jzMsnPBcXvyAsuSz0+YVgANVGofHKRsncrkcPQWWKfPvhR4M9GVb8oSka8D8IMgOOWDqvqhR3jPN6vqjz3qd1w5uTewPvDtX4ef/4lf3QIkgAB79x13TOuaD5QAEAO/XBFl2T4oJ4eQPII0Dr6mdp4UBAfoaEhD3QrPetDYifChjy0zPSs0aiKAa5itlSV0OgQ2Qf8viaG9FLIOJcI4AsYDlt7WG2i/BiQG2onZSQxdFAzsRYCjvS67EGVpEklEjp1X4OyChmTQ47kHHUxczljaVIrhShwRCPHynTDBOsh5RdVWf3HYB/YnJCFDWPYa9CHH+0DV8D2DPlVljg+AB2fMngYZNK+oXOIcAR3eAzdOGM07s50+cP+UJS4Adjxi8DBfQJ99ksThkBFJUUKHfQIZwnWXQK/oemneMepPIohv4GclZDygpNV6A52vOIrm8AC+KOjQo5gl41YNJQzLNWkKbTxktgLSjOXgxYqZct3ARBYGgD89Y+YYJgYgslTbGE+ZqUCg7VzA4YCBTM1MGTmvOS7nROuqwnvld8UWUo8gtWNQtV5DDeggjGG5MI4APYQJSGIpq65qgaBJKrWnkxn2CWxaruHvnQVeHMf56NklMBwyU26RtbGFW22A5RJ+OITt91h29g6yP2J/7fSCGdgavA/yOYOuvIQHiN4NUz7UNUAWQ8oGvq2VCqgzWVWQ/pgBn4IObVOy3B9mEkpD5SJ1QXYviXn92jl3ED6DApaAneuGGqOtWpgghB7qtKv5BkdPvCUm6rOsd+Rk8I+D1ILfp6rzz/diEZmAVIJveNQv+JJycjtw1W8A8DOvR+884pC+L3h947e/D//1B/87hO/Y/kHB8oq1QdXBQWrZItBSju3Q8wuKM6snUjCmGLNfrqGbDcywB9mbEJu1WNEQBIoBFIyos4S9nnURSMIZDY8x0PNFeMgkKDyk0F6Yw9Xy5iYUv9XG0WhfXEKODpglxTEpAl6BywUj203Bng2EaLRy1Y1BUSWVQXY4W+o8JAsSSMYD124Br90Fnr5FkIyx7CcWJaPgIFHFXmaQZppOaFDKGvASwB4KsQk1Er0Coz4J8ZbC1N7UBJtAIctVKJNyIKuu1sDNa9yH1+6Tr1bXLHstVuR+JRH87fssJ9YN9346ACpHtGDddGOAfFECsoGpKvg4gs4XDDCmY2Cds8RZUMy7VXeRmELFcB5S1IBYaCYdOINwJvLmkIRpAdcOgdNLlkvXa2ZOL99mxhCI8nAOyMMYniSmYz09h+6PeS/efgC5cUwQUd3we4I91n7Ke+JizusgAlw7IsXi3il7W0nC+8uaTsNS2+kPAVjFvaazQBJK9yuOnMK4zyzaGkhBwIe2MxUFkDSDiZMAlApOuq4hwyH0wQUDrRsnDLCqdg5jv9OktNeO6Lx4daEXc1JGDvdgxhOgz7aBWoE5XUIrB8liBgWW/WZxCj9MISsQvCWGdAnhBHMNUxzEMkhTKEQpEq0KjlFSH3Rawf9Wz2fXN/jUL72CZ37Lk18Mk/RIi8CTt4/C8FnWxwF8DMAfD/SK1xO0Xr+eBycSPPL6knFyIvJ3VPW7d/79sQCy+P7w7+8DHV8rGPp9ryMjvinLNQ5//gPfg1ZdHAH510GoGwcTou9WX8+MRyznqYc4oa5fq8A+7EM2G5bsxkPIwZRlr3XOKNI5oD9mplM30KYm92k6ZnQcGTqSuqHSQ01VE2NsKHuWLFeZnQGWAMmroeRj+334a4cEEsyWMIdTloIaBxkPeMvlRQcM0UnQIgxCuDLsAa/eZWkuOGGJI2YAwx4gnM6AvQlLVyLQSCCNIfk6ZSmQyiTC2XDOM7PrJ5DTTafnCaAb4CmTEYERmwLqGogD+VvLNXC8BzmfB31HC+yNYUrO+vNlScCGUhoLCqi1pE04haQZ+553T7lfgwxyOYfGETOf8XArUKwATg4gZQ3dawLPKgQXh3sMEKyFrDbM+CoXAENKkAsATSywvgQ2BXwaAyNqkKpT6Kdegykr6K1joPEwK06L8A/OIP2MBPfTc4jPgOkwqJkQeINRH7hzCh0PSQjfBEWb4YCOuiCHEScHkLvnBO/Els5PlU74cB+wArfYUDkkTeCcR2ePGsd76+SQmecT14B755CIOpB64whiDWTBieTaY0neeA89OiTAZNQLGb+w5LzKgcmIQBwBsClgDg84JDUvIJuCaM290TbbvZwzgLCWGe54SPRsloaxOJa0gdUGOhpAsiRMKDCQot6qApUhCEGgeUyG0DRmEFLWDHRGWZhSHub8pUnQyeQ8Qy9g6XhH9QZi8OzXPv1mmqI3tN4MxZM3eX34cWW9Hpdr+I4748+0gh7a7HW//jt4eAjfIw3p+0KXjSwGk0F7YIF8nMK0ElDQoG9H1QUJM9t8XjAyDZMKxEbkp7W8Hk+uF6oaCKNgAKUDswZIIvjUsgzUzgObryhOWzfkVRlDOH8SBptGMXTYZ0aSpp3eoa8bQrLrGuaJE7jlErIpgdfuBQMMtPPxYGkcdH/CPkdeQi5XAWgRAerh754S/OF9WxUiofZixpLUq/cDxNtAFmtIUcIUFeBIim7V/GEMqQ43joH9KY2IB3ByAD3ehw4y9i2D0dHFClrW8N5DhwP46QA6GdKINZR66gjbxgB7Y6gxMAGxhyyDH/bhowBeGQ6hkyHwxAn7Nod7kOtHzDaD0oyJwuDY6YjZSyiXiRhmv6MhpzEc7NGhX8whZUWwkQKaxeSnJeRVoZ2jN+gRDeoc9MElS44PzhkwFRxcy8CD419kb8KSaRiJ45drUhC8p6NKImCVhwAi9IcXS/jX7sELCfbYnxIIYizwxDHUCjS2RMuuNjTulv1G4xrqWK7WkOP9bqoB2l7UoA+1EfDgEnK0R96nEWCxhs6piCIA+75lCX84pZNqGsCDwcWmgKkC2vZ8xpL4poBEMSeeVzWDNxuu36YEej2YsJ+c4kHhZRNG3khRMzCcL+FXazqg4QDu5Tss7R9M4E72SfNoxQQg8A9OoSZUUlYbjueZjoCqgr+cd1PR1QhbEVXFQLYTM4i2QTCJc2/rBAKAGa7XR/t5y47pc/Dk3qz3fEk4ObD8+D07c4za9SwAPO6Qvi901WWYFyXgDd1maWnSOTYJc6laEeN2cKbf5CTnCgtTKCvIcg1jImZKeQE5vSCJdTgE+imNXBCi1Sqo0fcy6KjP73GEy2tkoMMefBP6EFlKePnxPjAMzqF2lKIKPUQkBCb4+QKyyiHrglGrglH/YgVAqdnnQpY6HcIfTqH7I/jIQJ64BnPtmKK+OQezivfMYL0HTg6AiPB97E2osAEEpYyGKvZVBZ+Gvt3BhKhCgH3ApmGJUxVYFzSqfVIG/Pklz3uQMXgoK0hsOZVACOVW5wIwQKkAE4yRVkSXAsqSpAuqGJcLyLogWi+vgIMJcLzPAZn9FHo5h955wJpKOwJns2H21zSQ03PYuiYAJYnhk5iZY+0o2tyClYqiG1ekiYVXB5SUzTJrqntQ57MEyhrGWpb6VrwmOuQ+Ik24t/MV78XYQrOkU0ExhiVGBNoF5iuW28oaUjYwZzPI/UuqqszXwL1zoJ9AY3LNtGlCQMFepylqYLlhMJMmzIZfvcteo7Xwv/ICsNxwusFkBDTszbFnVzMgWBcsQ0cRZFPQKYdxTDiYdjQO6VPzUpYr6KYg+X5/yj0UQEd9NOMM/mQP/nAMFwl8zknkSCI4AxgTwdc1DNBl8AgDVFGU5BUeTKEZNSrVNZDDKUvK7ZBYsUEn1W8nKpRVGPsTWhRBuNu0EmG7wgZQ/NQ//pkvhjl6rOVhHunnnbxE5OnHef2XRLlSVV8Uka/fEQMFqIXWCn7u4zGH9H0h6+TJI7z8K68G9ELQwwsDL9upwBJHEAd4AY1YO9hSBP5yBnOwv0V2FRX7E3sjgghiCywJSIABMFtCbl4DikD4vn4EvPQajW+WMFsJM8jQNNREfHAOPZhQUaRq4LM+zPkpdG8CRAKzdJxx5oNEVL8flEoMVDzk2gEwW0NSCzSeKvOikKpi9F5zxpjMV/BnM/i9KQ14RCUVTcI8uAOWZrEpoescKEvoyQGNThIDK8pqmf0JtHbwNZ2+OA+5XED7GR2tAjKmOj4kYun1+jGpBBcLmMsVcLmA9ntQozAe0F7ccctQEECBTU5U3OWcAJNpKCUbA6sI09IbaD+DwjLDzXPIdEw6xCBIXRnDyQSCzgCjCNcrwPoljG/hwNmgWVlX7M32+0Ac2g/zFUEtrUE8nMLPVwyGqoqltXwDKSrC7QdDgkd6GSROSOZvGtiM0mhY51SQ+ernoOdLYE2HL0lCMeYwOgh7Y+De2Xb6w96Y2ds6hyQpy9wXM6JQvQ8E+iG8o7Fv1Xs6bciqBnyfJe7lmv27fqCd9KiK4zcbfrY1JI1nMbmAacwsHOAejQeQMmE/LnD4JEwx0NmC788L6P1TyFc8C7gaxisz4H6f4J1BAnnpDu+T64fwDblsHix3o2nY6xSW/XW2YjYeqCYUZk4hNcf96GLNsnsSs59dBa6cbQEmIXpppw84dNWe3riHr/+2976ZZuixF+fJveN6cm9kfTceQ7vyne2yd1YYqAegK19+C7blyOlneEvr9PZf/wcR+S4R+aiIfPT09PRxjwO3X7gLYHtDa5gErEHpwfR6NJTqYUoqRdgoorFrR7pEUVAqWUNjA4WH6fdgRkH9PsykQlkBeyOWkkQYXbcCxWVNBFrTwCcWXoRIMxtQkftjYNyDDlM636MptBdDx9QylKduwDbKHmE71ytL2NOa08n62YI8ufEAujehMoT3MFVDROaoD3nyBmQU+FYxJbVw7RAaW8iLrzHDsJQp84cTAjH2x8GgNd2UALMuYHrs5SCOoFkMl7LUaAAauiyDnp4FAq4Dqga2n0GqiuTl0EtSY+AHATwSPkOzFHq0xwz4YEqQzYYOzFQOOswIHEkSyKYkt6qfQqfjLfoU4NDVQR/SDxJY8zWz00FGxxHHBFk4TkOQsqZBtBY43OvQsJgO2Ava5AQCtQFBxbJ2d485hen1aYyNQE5n0MN96Ct34FdLBj3P3IIvK/Y4nWOfLYBk/HQYxh0puV9FAd9LoBbQm4d0bP0ehblfvU+y9mIFPb3gpAghTaCbOr8pac+tgSQster1Y97ffcpeGWs58ma1oZRYv0fgyrVjojbP55AmcCZrz9JqECXHkLPbdDKiisyoDxxM4IcZnZ81kPGY1+3kGGZTMtiyFBL3R/vwox5QMPtFHDicm1C+HfWh14+gT90gSne9AW4c0sG5MPsvoUyYSMiCW53LpB04G0Zq9XrkbQLw7YxFt832Wu3KfJHjV/7Nrz+WrXmzl0LQePtIP+/EFZRQWh3LR15fEpncZ1h/H4SctpndDI8xpC+gLn8AAD7wgQ98LiTPp61P/uxLaIqgKhHG7EC1G2CpQf8PQIAtCyHSUQTbO6IBygbQpoavashmQzzdySHcZgPMlrCHB9B6RSJyFsGIhawLuMkAeHBGmPdkCEBZJr37APr8LeBoCn//kpQDCbB5Rx6ev38GOTnsyNM6GUAeXBL8MOzBw0OzjJnlcaAIDHt0Jur52qIkOKUhGVbzAjjaYwktKP2byQj+7n0a7PEQuFhQpHqxgr++D3EeZr6Bf+UBjAj8/hg+iWFLBx0bSjX5UAKOI6LyFhv4XgRjLHy1obPIS5g8h5tSBgpFAbl+wvfmwr6cNSyl5QX0cI9QeQHPMy+A6ZiDUJcbZmSjfhAPrunMRdivGmShxKg0dtcOIascfjKCFBXP//oRlUXyiny22MKnfRgbQfMNHf0T12hEJSLKb0E9Up2OoUdTOqHFmoZUwZKbCHCyH445p7SUGJgZCeQogtxWnrMsnCXQ0wvYogY8gzKZs9SrUPaF4wSmcvCmBFY5z3N/DJmFOYNeeY84B5sxQJLDfWDcgxgKRPs4TLSogm7r6QWdQdAg1UEPkkTwkz77sKsNdDJi+W/Qhy7PuAfLiqXjvRFVb/ICtig5b65PpRs/6UPungPXD7h/ScKBrRdz4LkngHtnBIBEhsNr65pglHEfbtiDLWro2YxKMQBkUcCLApMBAVgAe4mTESRJWRKtawKQ8oqTQHwQc2gVespq5/kHA9uKwC9ictqaNCBGMJgO8Yf+/O9/HFPzRVlvl5rJG10iMgbwJ8CE5v0AXnrcz/iSyeTaFVCUH9zN7PAYQ/q+0PWu9z+L7/hL/3N0o2VEYNKEeoat8kZNHTvT67H3Zi37Ku3YmU3BUud8zkb/9SOYvIJplMNW85LSQa6ByXrwdQU3HYbyyozafoMMfjyAjgfwt06COkRo4lsLk5eQdQ7jFT6y8F/1VDfhwKyDVFTj4NcbgjFWObBcw7x8D+al1zqyOcnMFZ1F42A2HOwqx/uQJ66Fwa0euJzDn8+gdx9wIOrFkj2+8ZBoOCgJ0cHQmOGAGcYwA+Dhq4JIt+M9lvOyBHI2R3SxISouKNTjcA9mbwqA0komL4mom04ACPzpJfzFJQEPnoZS+j3IJSXU7N4UJugLAkrCsid4SMom8LoeAFnMnqMnAlXWOVC7rs+qVQ1ZbghVV8f+02oDTSPIJocfpNCIBqVt33qvwP1TuFWQk/IejdTw/QzyiZegiw38/gQ6yKBFRQdpLORiCb13SkqACPR8RkWTJCaB/XIBU3v2LV+9S1DTbAkPhZ8MKGCdpnSeT90goGK5gqwKlnUzDu71vQQ+iBQIKEnnKMXD6RrzDfyLr7Bvtj9iSU+VCiQZRcmNIZBGVeGKiqXYNKHMVxKTIjNfsa9qKXPmT/aB00vyR9Og/5rEhPYDMOcLmKKCOV2w7J0lBKoc7EEul/CeCF2NIvh8Q4m2QbpFQHuF7g2h1w85YLiqYdYF+4LGAO96Eno4gcyWLGevNwwagmKPpCmHtDZUWvHtuKI0DRPoY3jnwmw7T64rENoIPITf+gff92aaoTe0WgrBOwl48tmWiHyniPwLAJegg/vvATyvqs8DeCypry8pJxfGNvxo6+BawEn49+x1L9/HZx7S9wWvf/R//ufg3csbGsawB2eYOXgFfFHwYQpq/TIa0sHl+XZ2VRirorMlx9eoQlTZryprKl6sNiyVReFSPXsLmAzBwT2hZJfELCHVDrZtim827PUZgQ57MF5gak5G9mfnMGkGO+gTXPHyHeiox6GV1w6pZJIlkNmSZOe8gK8r6MkB9GBK4EDjIKeXzBg2BZ1hGtM5PThn9nQ0gY8t/GwOnQxhYSB5CW8AFcCNM5iLFey9S5Y2NwWwKsKwTEK59XLG408T8qBevRfG1xTQyQi+n0CS8NpVIF9PpiSO334An1r42HLyszHwszm8VfjnblCk2AhQV/BGeJwPzoEPvIfiygKW3byH76c8vzioa1gqYcjhPvcssvBZQsMZR4TsOw9/fsEy3/E+96quIZGFt8JMbDKG9FNmnvMFHdaqgB5N4dXD9FLI3ph9pskYcrmEGQ3JATOGo5AOxvDqocMeicnt8N2WiDzow4/61KO8fUowTRDv1piSZbj9AHLnAXVVIwtNwzl4hR/14ASEyg/7kLKCffkUcA2aumRWsy7gDyYsS4tApqNuRBLKmvdDUbJfOOqzerE3gN8fw25KVgtUYNYlc41xII7HhsdflvD7I2ZVxqBJwvVcLHmu4yGrC3cewN86pmWrHHmkrbh4GrGCkfE8NIkA52FXJaI7l0SpliVkfwoZjoDZkg6zaTruK7KUFJfNhujMi0te09cbCa+d/ilE8JH/9idx71MPvhjm6DGWvKMFmkXkj4rIfy8iHnRsfx/Ah1T1G1T1b7Yjdr5c0ZUQkW8BHddHRWQakJZ/cuclPxCcYLs+25C+L3h9/e//2u0/FIRu1zXUO/h1Doks7HhEFXbvOIRRFf4sNPk3Ofta108ghwcEc1wuSNgOzhI3TgAYSN3Amgj2fAkpGxqe1QZ46VXYvIZ56S7M3bOg/l5AS/6glRS6nEPma2hVwfUSuMMR/I1DyMUMrp8BRwfQvRH8yQF7Uv0U/nAKs6DyvB+kLD1V1JTU+RL+bIZmf8A+YGzhj6acg/bECfzT16C3jqG9FL5q2IPbGxN889o9oGoIQqgdzKfuQ9Y5XFNDRz24cQbcP2XJd7HhnLBeBm8EzjuSc6cjUgX2xzAqMKcz+Lun8PDAHtGe8J4GL7GMzrMEJo0pRTUaQvIa9mINM99AFjnLy0kg74tA1iUAhTwIU60XG2Cxhk8juNjADSKiLMcDZjke0GGP2XQUUVLr9insMoeJYs6gm6+gZQ5/fAj3rpuQmpw6e7aEFjUh9aMRQTGKrUBxmsBnCXSQAU8cw33FUwT1jIeQqoG7+wCSN5DKwfpQyssSErxVYPKatIgsoYNYrqAbjgvC4YRTLUxQw/EevpeSptIoEFv2nGoHPHlCwIkq9OSAQV2WcahpSj1UMxzC7/fhZzPeg6LstYVqArxnADUewD//BBAxOPRJDMkr9uGSgAKtG/ahJ30GBDePCIRBALw0Hs3BEPb4EGY0ZLZvBObpJ0jDUBBJe+c+3CYnwvPeBWSxgk8MdL2CuX0Kc/uUziqN6fBLUlPEUotWs5SZYFXDzxfQsws6wTRjkJplBJkADDra6emRDX1QsP+qik/90qtfDHP0WMtDHunnrVoi8nUi8l8Fx/ZXAfwMgL3g2D4EZnJf0PqScHIBaPKjoNO6DD8vIFAIAEBVPwjgWRH5Y0H55LMN6fuC12987CWQw2a7h6El4RJXHZRE8hzSOLjVmqW13gCmnWEFsEe0WsNfLhhV3zsFIMCoz0nQxsCJQrOUmQQ8dI9lPi+Am83gD8Zw1/aILrQCd7IPfzyB72fQLAGOD+FHPeias91s7YF+CjfuQzOCVjTLiCAzwuOeDuEnffjxgKXHIxKCNbKQ/QnM3hiyLiG9HstI50vCx4PSCZIEss4hdx4guj+DDIdwaUyDMchYip3NITZCY4V9uhfvAitOXpaDKfRkHw6e0wPGA+jd+4HkHCJkS7AO0qDheLwP30tgFXCLBYEo+xOCPgJPECJEZ476QBImV1uwn3q+AJ6/1U2C9k9fg08TwuujCDJm/83aCOilME4p82QN1HmYxsM4JYgosUAvhqYJ3PV96MGUdA4bwUAQ3WN/SOsKssmJBhVDmSlrIVUJzWtek/NLoBd3ivambuCO9+DynKoclvQJX5XwZQWXWOgnXiQAZTZncJUSSajzBWQ4gIxHcHUZ5gJGRCXujXnvFcxqkQUEofdw8yXwyVeJjs0yinpPhtRMXW6gx1Po3pg9v9M5wVJ3L2CWOR+HB2ckdx9M6BzvnvHerB3w4JzTJqoaePkOsM7ho5DBRRGwLuCmPfjr+yxLAxQpmAzZOx0kDNJ6ccfvlJfusi/dIwdTb+zD3diHTjkmyQ9SmE2A/1uBTzkDUMdD8iHHA2jOUUikftSseIQJA7LKeY3Wm07cG+1oKBKDCHhBS1wWjA6GePZrn/pimKNHXi268lF+3sL1reBU8Od2Mrb5m/kFXxLAk9BX+7w7/yhD+r7Q5b3H7N5lp3SiRqh4HyDjBmF0idcOrCDeE6RhDbwYmOvH8C+/BjMd84GZjKBJBBOPWGIKiup+P4F/6gS+aoAkQnQpkPsLYFND0pQR/sGE71nkLDHWDVQszHQCdQ7u1dvAcIhoXcAnKWS2RlxWqKecLC5ZCmsEuFyxvyCAz8KoFw8amRt7MD4opRghl00B9HvwaQoMM6h4aC+BnM4gTqHjAYe25iV8IpBPnZPUuylgkxTu1jG5XUsq80vVULy5aJh99APgYZ2zz3XrBgfM5gVw4wju+j6QxTAOkLKE5GUwkBYyGQfCOctV3jlyf9IYxlg0wwzmwSVs05AjpYCmQddz1IdtFHL7HAYGLrMwy9AvHA2Yid5eQx9cQMsCsj9lxng+Z5biFXYyCbJOJDjL2ZzXam8AowQESRTDpxHEKcyrD3gPLJbQJ6/D5xWdzJoDdPXuBQOo6YCOp67g330T/nSGeFmhyXPoyR7isyUN98EejLHQ0YASbOsS7nAE81pBRRjnEDlA759Dez1oL4WZLUmOL3KYVQKfpRAB/DiD2H2YukFzwJK7nC+hlwsGNZGBt1NIxKqBKWpolsGnMZqbB7D3LmD296hzaQx0b0y+5ekccjHn5I3xEHpyAKOAjnvwjWM/zhjIpoRZ5DDCPh8c9TlN2UCNwE0zmPkaOujB3TxAtNhAjg84KT4vgKeuQ149pbM53mNAs9jAH+8RtbvYAA8uoZGFnYzZH5yvCZzKS0AMqycmgHJCZgdDcXaxFuprDjCOLLO7drJHmAIvUYT1LMfxE4dfbPP0edc7bQpBO0pHRJ4JYs1Q1Z97M7/jS8LJvZPWepHDJhFcHThNrTEDgoKF4Q0ODitFmkKrkv9tDKHZWbydSjwawvQCJ2mxhA76dI6LBeT6EcymhlQNy2oK6MUMvp/BNAJJM3jXwJTUn5S7Z9BeBjMZMgPcGwDaIH4wJwCjquEPxsByA6PCKdarEppFsEkM9+CUY3+iHhXrI+oEmnuXFHmGwsw3QKPwZzNKTUUW5nQBsTFcUVFDEg5+fwDxAh31YF++R+NW1EAWw80XwMZCxyNEJoLrJ3CRwBSBFCwCHfWh+Tnh5euA2stS2DSFE6EzXKxgvIGqhz2lwXTPXAPSGPFFDqQRUaO3DuBfph6lN4BdF5C8ChVdA4liYJjQsJ5M4V+6z5KdMdDjCdwwh5iYTm2dA9cOCDra5HCDBHL3jE51OoHM5lAXCN6TIXtkwxrWGNT9DB4CHWWILjdQC/Iij6ZUaHnmFiklkwF8lsCuK2YUaQQdURFFHlwi6vfQ9FJE3kKthfVK2trRlChY7+EfnALPPkGncLmG8Qqb9lAPIphTT0DSeAh1Ckkt9T+bQEavHUy5gvZSRGcrOHj40SA4nQpGDHzWg4koQi4v3oPujShqbSP4gzGiyxX0hduACLPKjKLXxoEAKnDwqVEP8YrGCHVc751Dj/cI6Lq/IFo2jeGmEaQEzHIDXa5RH02A6QRGGUz6WKD9GK5JyXd8cAm9cURx6zSGRHEntSeLFcQZ+Ot78GYAGCX9Zb6BrGrSVIqK9JlRn1UQYyFlCUwn0MWCsxgbzmtE6NsCCJqsurUJYRqBiuDlX3kVT73n7VNoVgiad5iTa1fbbwMAEXkfEEYPvgnrysk95ipWBR1cu9phlUFBhGRlYf/HKyHxgz65U8bA9DPCoHs96viVRB6KGH5OZIFsAIz70NfuwKYZm+RBUFefuQm1ChdZSN6QRBtFaJII/tY+EBmYRQ7xEXxTc0ZZDYh38L2A+DuZwKxKYFPBw8PcPYPuTdib6oUp22kEXZVwBwOYVQ6T1/DTPnxmYUqFP5oCAOzlmr2WLIZcLKjcPshgaiVE3CsJ4kkErR37e87DLANYJQsqEbM1zNkM9ZPHiL1hL+foAC5IOOnlAuj34O6fQuoBgQuWIs9mtoZXx6kB8zUwGcEllvPNigpw++yVnF2S0zQawo37sE7gtIbPLKxY+GUBc7Em9QEO3jcwL90lWOJkH3I2g7l+SKWQKGIf6nQOTCbw14+gyxx2YdijMoLm2j6i+ZrZ4nSE6HLNwbGXczRPHkNWOWzl4Dcb4PoxTFHDlzXw0h1Ya1A9e4LopSVVOe6eAdcPOTxVALvpQ2NeCxQV7Dqn/uZNIgjNp+7weuyP2T+68wD1e56m8c8LaMTJE/r0CXCxhF7bg9xxMA0zfMQRqxFeYVdrOr8LA+M93N4QUmzgz2fA9ROKF9w5Zb8TgNQNXBpBTEyZrjQjxeBwHw08/CBG1Aj83hByfokmTeBPxjD3l5Ben9eqckAs0LQPUzbMBH0DTIbw1w9gXrsPTVPI7VPoVz5FWbaiId/RGEgWkM3Ok3JT1EB/Dz6ysJWnHmnloN4jcoC7XMDFCWzjoMsV/GxBAfSy5qy/KKI4tGVZUuKYkxrKkiop1hJgA47T0nqXZkRT0TQ7duNtWC268p2+dmfJicizIvLNAC7aDE9EvvNx9C7fmW79HbyObh1gcjTu/t02m4MyMTkz4xHh6+q7hj5WK04fGA6oOKFK6aokAcBaP4Y9Agyaio348QjNNMyqyguqLiQRUDpE5xvokILGMAbaZ6kxOltD6xA599IOQafWoOnHsKWH5Bzcqo2HJoaNdyPwB1P4ilp/GkdU1ACRcu5wCN+LYGEJtxf20kSV2oBxRM7YxTworziokMeHOojV9jPIqoD1Anc84dSAixnMbAUTJcB0gviSaFLfo7K+JhHV/r2HrRqYHtF95tX7wIQEaXeyB+kPaOCgpAIUJfR4n3SHVU4ZsGsHQOPg6gre1dCygDsYQYYZnX+PPUPjHFQM/KiP5uY+3Nc+S7Tn87dI2yhrqoh4wNgIkpeINjWkKFG/+xbcV9xk+WvGUlhb3lLniYItK8SvnsNsSiqAHExZcl6vYbyH2Z9C6wbRvSXtYy9lKfd8DjxxEybNIGUDN87gBz34YY+9QVX2KecLYDSAnl9CawfnHZr3P08KSJbCPHE9SLrFiO7OYCuFLHJm92VJorgA3gLN9T24k31Ut/YJGDk+gG4KZthPXAeakM2JQAcpvAHktQdE4CacLq57ffj90POLE/jjCVxqwhT5KaI4gWk8fBbB1SURpHnF56px0DSBzem8fJFDlhs0R2PqU8YUWTB1DXP/HHZdsbe5P4RdkZaDsiLgJjKksXgPFCXMxRJyPuMe3z8D7p/Cj3vwi1WovAjQ78GOhgxSbQS/znkvAySYJ3H3/LcIa60CerVuOgcHVRzd/DRdird8vZPRlZ9pqeo/DLPjXhKR7whk8McCFL5zzuZLaH3TH/lG/oeEHyMEoMQxkVUVI/JOhkiEs9UaB385J9FVfdA8LDjSpKpgFJDbDyiAPBrATfrwJxPowZilzIMJ9GIB8+JrNCZFDbNcQ9drOHjIbA2XGJg4hjcCyWuYvEKT2YCwi6FnF3BNCTECiS384Rj67BM89ryA26fKvRHD8lRZk9y8yIFVjmYYVB9mK5iLJXUhxwPIcsMyjyG6TKoGsswJ8T/Yg9nUaEYpkW1K0EZ9fQJMBkS+GaHTLysqUCQx0WntWJZnb8AdjCGDHvx0DPeVTwKLNbOcyFKb82hKZZBeQhFfEUiWITpbIpptiA6dDGFUECMGBj3Ei6BEklARw6/XqK5NYDclncjRGFjmiBxgvEDKBhLFcIdTNIcj+DgGlhsChe6d09G/+ADGAWbF80DEieEQCUK+Dj4SyGBABZS8hF+RO6YiQBrDP3cDKGiQNbYwUQz/3E34gyFcauC8g1nmBPpczuE3BdVF5jnH00zH0GsHkKAlmvzKq4hePYNUFBB2Tx/DGaHwswG8NfzvYR/+9n2CVFSYpXmF/fXX4H0FNYB76hB+0qd2pjGQ1YYgj0YhtYN7zzPszwZ9S1M07NX1YkgaIao87PkC9R6VgfxsCfNgyUxIPWS+gQvDWFHW8K6G32wQ3btgxnR6gehiyaDweMq+7kt3YG6fw/VjYFlA5jl8VcKlFnK0D38wgbxyH/5kDHfrkKLcqxVMFQj3x1SIAZRo6DFBYpIwK9PVGlAlJzZJKKpQVmGsFMuWGtCjUIRpG+C9CeDoiQOMD97eoal4RI7cOzHbU9V5cHh/BcDPft437KyrcuUbWL/x8Rf4HyFKU0UnyurbLK0uOxFZkwTukSp7dIslnUFRAVCOpMkSKu6rwmQp/Pkl4rKGP1/APXO9y6ais+W2bFI28LGF5BXS+0uoGDR1QXmj8YTlwsgiun0GhUBu7MFNelT+31SAEUQrZl2+8TCzFeK7Z/Bf9TTQj9EkEWTlWKJcKZLbl3AHY/jYwIyGcK4iOu98Cec9/PO3gPvniE4voNMxTFFDPnkHOuhBTy9hNqQjAADqBqbxwGSIJishsxVk1AsTBkrg3jnsfM2M8yufZt8vS+FS9qFQO8h8DXNyBDiWx6LZhty2oiaPrW5goHCTHmzpoYs1jfKoD12sUI37SE6X8FUFWzrIy3dICUhjaBIhOV3Bv3Qf7mCIZr8PuXNOgEw/g0yH8JHAvHIKJDFso9D9CeydC5g4gosttCphG2ZMuFzQ6UQR+WarNXQ8DMg9B5NRDk2XG6AsYRFDn7hGFOByDdcjwVuKCjoZIVoUwKbmENG8hJwcQJ1DfYNzCON/92vQJILbmxDYMerB3D4lrL6fwIUxRpVXzleLAH8whJ3naI5GSFY1VWA2NaW79vdgJIJfraD9SdDyBCkTmYMZEX3qrcA+uGR5WgJQKYnC3LUKejThjMIogV1W0LunaJ67jmhVwa4KQA1kb8Ie22AMBwcbUJru5hFLoe95ClrUsN4xY719Cls2aJ67AfPrnwKeewK6WEMPJ/CJhawCR69xSF69IEAIAmxy6FM3OAXDN9B1AXn1PjSOYJwCqSFgLGR/vmBvXazlXL+moXM3DAjVOQqONzUkSSAmBDeqOHvtDBf3Zti/Nn3rDNXrlgJvKT3gUZaI/FFsUfIzAB99BODJBx/nO66c3BtZbQ9OpONWaU0ZJjthKdMtKkaCqmEwKicOmzQGjg9JIk0TwrKbGpIcQK2F8UoEYUI4MpSqCbaqYT/6SRqJgz2KF1/bh+4NIHYDn9eobkwQf+IOsMlhHszg9oc0PHEMpBmiZQXXKCNQCUNIEwtZO1gP1O++SZ7UukC0zCmTVDSQzQX83hioPGkM+yP2P16eAzaCiRNGxmlEqHXVUIkkTSCVQd2PIYmFOT6AuXdBo19WkEEGsy5h1kVAp8XQsoF3DexsDRn00dzagx/HiIoE8aqGwkOMIMoBtTHn33llEJEEzc+cgr9R7dD0Us5fW8yhkYXfH8I0CokMzGqDen+AZMHxQnrtkNfg9ILkazHkk50vIMsa7tlrwO0z2NsPYC4XEO8hRweQukazPwQ8EBUNsFyS2K4efm9Chaf9Cfu1lwuCNBTQJWkdzbAHfzKBPVsCgwTlu68h+dgLcE9eA8oKxhr4fgpzd0Edy8qh7kXsqT59hPSMqE9/Poe5vg+5dwEc7UO1gb91gGRWwfVS+ON9mIKTG6I7D8grTKjCgzSGFhuUzx7CvHQKfzGH6fUIhDmYQhZLYDSAqWpmSqUnVeJoD+bVu8DdU9RfcQsiBGGYT96G7O8BAtTHQ8SLNeSVu/AHQ+jJHuRyw35XYqHTPpDXqE8msKuCcl4i8FZgnAUgFBb3PkxmAKJPvsbg7H3vhlzfR3Mz8DyLCn6YAJMjjhha5LBJDH3yGnS2BuIYpvHQLIV7z9OwS6Jysd7QmacpASaqBKSMBry31jlMknLGo1eCdKKY9KE4hluuSF9oeXJBwHprMgRpL3k7rNVD6x2Ypf0DcEzaI/fYVPUjj/MFV07uDawXfuFTD+F+WhiQRBH8etPd5L4oYPp9iNHt7LFejwTtQb+jFaCsA0nawqtntrAgLFomI0S/+BKw2RAc4oVqFFkEPZ9BI8CNenQsZ0vg/gXwxAnsfI16fwQRC3P7HP4wJbJuHcPePieaTgGpK2Y9ApjKw2ceyDdwcQbz0m3g6RtwKux/qEIagV4uUB9NYL7yJkEuiwKSl7BzEn+1roA8ohDvoIfo5QfA4RRSOrhBAr8/hmYxTF4Bl3OCT24cInrtDG4QpqAfbUECuH8Js6pQ3jqCJhbmdA6zWgPnF+RfiUDSIVwawQLAMmfEXxTw+0NIQI+aTQFfBLX6OIKZr1DfOoRuLoiUcwpcLvnfqw31FPt9aO8AePUCGhtERQ0cH8BXNXA+Ay4uKW6cRFQ9yTmQ1T11DJMTfNAkAqmVXMYhARFePOTsEu7aIRBJkH2LIMM+ko9+EjIcwl4sGQAcToAsQf21z8J+8g5MVaJ5Zh+4OYVdlBx3VAPm+jHwiy9B1xvg5hF0OIFZ5NC8gtUU8EI0ZlGj+Yon2CecL2GNhX3tEi6LIXmNKM2gYwcfWTSDhBJiX/0UxCts4aCzOVApbGXhUgdcO4B/7T4DpntLZqsnh/CNg5/2kb50jmbch548T0GDfkIOoGsgJkb6sy/BpwlslbHsOuyzJ23ZTfEC6CCGNwpjIiT3VnCHezDLHDidwR9M2XhpHKIkQ50kwGoD+8nXOKtxWUCaPpVrFrx37ekCONmD5nOWRQcZB63ON+wlLzdA6O9K3bB/XDeBRhO6PKocnQXKzqnzVEQpK7AsIzujdoBsmH7xjdPnWO9Q4MljD0193HXVk3sD691f/9yWOhDkolokGoyh04vCfKy8gC8raFnC5TlH6sQRlS16GaSXwj77FDSNKXelyllwYQYdqpp9nOEQ1Vc9ATdIgV4KN+xB7pxRVaKq4QYJjFc0v+u3wJQN3N4IpqxhzuYwwWhIozBnC+ioD783Qo0G7mTKcqI6iAL2dInoxfsQEbivfApNP4H2e7CVQ2MVtqgQ3V/Qoa1ZGkVKhQ1NLJ3qeAQ3SlHf2EdzYx+4dQ1ur08jNVuTX+Q8H7pnr8NEMTQjIddfP6BwbgsSSCOY/gB+PEB0sYLkFeJ5mFI+HnI8zKAH7SXw+0FtP7KBwD2EPnnC+X6Nh3cO0cUSsq4gRQ0bxUg+cQd+kBGs0DRoTqYUZ56MOKdukSOelZDaI/65l9hn62Uw0ynqb3g3lTzWGyrPzHO4axNgzl6PnW+oGVB52DvnsBKmU4tQwX5/CuM8TBQj+vkXgPvnBMrUjuXcFbmPpvaITueQWQ4c7sHtj6mLOF9D5mveN1lMGbDxkANVJYJJIhgFfEYqiFohr23ch48ELgLSe3PSM3oZmkkPBsGxjakiEpUeNq9gHyygyw38xQzueAzXj+EvLzkWqXKQdz2JqFDo0QjWecAr3I297rmQe+ewpwtIWcK+eBf2Ygl/MOLkeBZFYFcFzNEefGIJfnKOXMJRH3axQXSxgsYGdbmBn/aBUZ/T3tsZhnlFIAoANB4yGHA00HQEN2WJGlkCm6YQaxFdrEjst0T+4u4ZuX4ugEiqgKJt5ficI2rSOYJSIktEct1QdSXLAFD+TFrx5lbay3v88A8+VgLypi9OITCP9PMWrhc//0seXgFt+cjrysm9gbWarRG8HB+onTlS2jSMym0Y72EN9SiVqhZa11QzD9Gh2dtjVpAXhL8v15xifOOI+pd7Y2A8hjEWpqigg5h6fPsjNL/rvTBRDFuQl2clRvzLr0Bnc+i4h8gJ9S/PZpDaId44NE/so7lJ4yoHU5aFYoPyXcfUbdwUME/chPYSiienMSSKUFwPGomjHvTaIQdZ2pBRxhGaSQ/yyl3ORbMWUa2wRc2+XBwhureAkQjm2jGiuzNEl2vEswJ2XsClguiVU0heIr59AQeF68Wor43gyxLmfIm4VJj5GtHpEr6fwI9S6HDALONiBh9KU5pF8E8dw+2P0dzYQ3S6Yh8vi4FbR/BHe4AqGni4LIJ3NZq9DHUEcuqOxpCTA5S39kiW3+SQT74KFQUOp9CTQ4gHfFXCrmvUN6dwUMA76O17kLIhuMYIfBoRSftgBt9P0ByO0IwymNoT2OM93L0z1MdD6Fc/C+2laBKBO5wCoz7ck8fhNQ/gjcBsCph7F9BBimhRIjKEtZvTGYeYtuLIWQxzOYc5X7A85wEJwtqYDKGDDNGnHkDykt/lPJwF7LoEihzeemhZopn2Quk3ha0V9pVT2MsVjAL19Ql8L4FkKZpBBLlcEUyVxSiPBij3M+B0hmhTs+K+XLMkHFtoP0N9ax/xOcW3cbgHiRM0t44or2UFza09SC9hwaSqmBWngYh9PgcWazTTPprjKZw2cOBA2iaLSCCHAHUNJ4rq+pAKKkao2PKp+7AqnByfpfBNBZkOCXqyhkGm89BeD36Tc/L3eATT73UcOPTDSKjA01PvILGFeO2qOttxOwDE4Lf/+x94iyzUZ1/vNFkvvDHZrj/+OC++Klc+5irzCk3twr8kyMu3CgiG2VxLKQBC+a5mqTIMNlXPyday5kRsYww8QGJ1r8eyyHwJc7AHv1xBRz34ysH+0qegT52gHmfQxMLOCkR3LlC85wZkvoFdFqjHQ+h0AHWepT84mN4YPopg4KFxCls0qAYx7Kak1NeyhM0rNDf3YbIM7u4FzFzgI4EfJTBLD1M0jJSLCjokgqzNYOtBBDGWvLPDKUzVoDwaAVmM6P4cWjZE1omiHhrYJiEkOw6Q9RtT1EkMHyniVy6R1AqFQX3cR3R/SWN81IfUCWXBEksCtgfqkydhxn00owi2iiBLjpZxmYVEGRA7aFOhHiYwNkKU16hPRlAofBTDeoV54QEUBs3zNyDLnLqcwwS6KOCTGHo8RXTvHH46gp7sw56voNMhdL+P+MGMAsrLNfRgjKj08If7iO6cMyME2L852UdzNkMUp2imPdh5Dn2wgjnah709RzMdQMaKKPeor00RXeaQ2ZpyYpBARubUbylK+GEPPjKwiw384QQuixGtKph+BplX0P0xB6TGFm5ZUULMNTAPNmhu7EGrGnZRojmZwP7bVyGrnDMCD8ZwRyNUt/bgswjNwQBm0yBarSFxDL8/hLcCWZXw1w6gyw2MGrheBM0sMFux3xpHMHfOUL7nKWClsPtjoBfDD3pUlFnmBH/kJXQygGY9RLMN3LQHc/sS7mRKHmRRUbA7sgRsxYC+6wb8tT2Y8xwmttDhEPYyhz+awuQV4k2DehRDij7iZQ3dMIsVZeEDwz6wLqDzBfCuJ4DeCczZnAon4wFM1cDfOoEs1/D3Lik1J1Q1wqDP3vF6RT6eDxSZXi+gY4NJCBPQuzEEAhzeeJspBPqOLFe+X0R+Lx6d+D0FZ4k+8rpyco+5VrM1Tl895z+CM1NjaIjaYaeGEkRtb06sBdKMI0c2LHtIUxN1VtXAoE+IeMWJyFhv2N8Z96mgYg2lwoacqKzGIP74C2ievgbf1JC8gl2VqPoGcAprEzT9BOKBqBHUdQX31BjmsoKZ5bBlDcliKBT2N15F9dVPIVpVSF68B3dtD/7GPqL7c8SvXAAWqG+OYWuO1DGVQ+McI1cI4GrodAhzvkZzOGYUHBCO0a++iuapYxgV1E/tw752ARfHkGEfag1MUcJ4IDpfo+4ZSEmleGc55SAqPcz5DP54H74fw5QRNDZw/QTJ8QFkvqIeZK9PgeJP3oUMhoARmJduQ588ARYbJCd7vB51TZX/MoXdVPBQyqlFEZAXiD91BvgGzRPHiF+5gBQlYm/h0wR6uAftxWgOhwQcOAdz94JZQ15Brx/DrDZwscBsPDSJ0cSCyAswHaOJDPRkD41XAlAihU56iMoaOEhgixrl9SGk4NBTf/se75805ZTvXgYfWRLq0wRqDaKzNcREcL2Ys9vSBOb+HCIGPkvg04iamsYCB2M0x1OY0xnktTOWgfOasdjxPsQLUDv4oz0YI/B3L5HCAFmK5miI5ol9JK+wt+YnGaKXz2Algbt+QA1MxIgKBwfAvnQPfm8E3DxCcpnDxQZ6vA97sYJRpRRclkDLGmazIVpxsYTrZ/DGQ7MIcemIlP2VFyEQNF/7LJrJAZJP3AWqCjrLIXECN4hhclCmbhAhPVtA8xLuiTHcOEN8fwXjFD62iC3pBfV+j0jnwwknMiQR/HQIk/OesOMBOa9lDfv0TUAsearrDUwUwZ+fQ8YjmCyFLlcEKDWc8EGUJUEnak2nZWsigzIvkfbevr7cO7Qn963h53GWfv6XbNdVufIx18H1PcoUAeT0ACS1mhDphUaztKXL1SrAl2v48wvo5YyST2nKgZDqOTkgMpAgYGueugkc70P7MZpRwtc7B4ljmDhGfOcSOh6gvjGCu7GH6M4M3gqqa2PYNIO3gFmXsCU1IM2Q6hh+mnGWXBwBYlBfG8PdOka0Jpk7f+9NuL0BuVDHU+gghYEge2UBlxnouoBXBwMDKT3sokRcesSXG0R5DZNkQC8JGn8J/FPXWB5LKXUkFwtEDxawtQNWS9STFM6VkNfuwzaKaJaj+KoTNBE5Rsw0ppB1AfvyKQnCyxzRqiQ4RwGzzNFMezC1hzjAaUMk5bgH6Q9gx2Pg7jnUe9QxgxJz7xyNDVPQjcBNB9DDCernjyGlg331FLpYoXnmBPVhHwqFu3UEUSHBeLGGNJ6KImVDI71c0enePgUenAFVBXvnHE0vQn1tAj9Oea80DcQp/LgP6fXRPHOE2leojofwoxTRi3cQvXgX/iufhk9juGEKf/MQ3gL+YAQ9mSJaFAx6IOTjVQ7JJ+8Cl0vUN/dQPXWI+ol9eEvBaMQxxbXD2ByzzGHWFUzTQNYVrCec3huguDVE04uge0MKJCcxfONgNg6ul8EPYiR3ljB70yAi3cBHBtG6gpQVok0DHQ1g1yVkWXBauwhcrGh6Qe81MWgGCZqjEerjMerrU/ibRxQW3x9Cr+3DJQY+i+BPDuCeug7rDKJZCQx7lPy6ewE3SJDcX/L+7VGhRWoHvHYfcm8GAKiO+mhiqqH4/SE8HGzuqDp0NuPzGkc815Ax67APPZtRfOHOKakGecGKTdOQI5cXREbbiGVMQSeSoA1nDkpriwXwjcdrv373LbZWn77egTy5H1BV86g/4CSaK3TlF3vFaYxyQ46bhsnAvnHM1CLOqEKvx1lyIlQE2RSM6oYDeOegr9ymM4ioak/VEwPkOXR/Cqkd5JVTmKaBf+oabNHAoWbEeDhCdLpA+tIltKnh9vqICo/0xRn8bA73VbfYPG8UuiqgwwRR6TlF+nIOP7kBlCX6v75BdY1zu+AV8QUJ6dVxn5Jh6w28KppbB4xWj6dwG5aDvG1QT3swlUfdM0jmDeqBgVlS3d4sCriTMezdGfuNZcnhsGUNefU+ZNpDentOmsGIGUv9RAb7YInoV16Ff9ctuF5C2sKoz+yvqGAvFpxG3c84O04FZt2wRHa8DyNCJf6jKcyDObOGKIKMhjBWOG39cgYXC+Kckmo2r9EcjEhIji38IEH0YIH6Uw/gnzwMUHZG6aZsmDlFhqWu33gNzXQMfzKGfeEu4AXelWievwX4YxibwJ4voCKcfp5EaHqWRH7nkZ+MEJ/nyF48hTYNvIlQP3UANwAyrzDLHNW7bsC+dgq/BKSXoIo9bK2QpkF1MITJa5Q3RsCmgdkUnAhuBbg/g9nfg/ZSlIcpkssKtmigz9wAFmsUh33ElwWqZ44RvXAPUZwgerCCwMAuc9TX94CzOZCMgQ0IzY8oseZHKexBH3I6h3UexRNTpGcVmuMxmucP0P/UHH6YcgQSLMQ71E8fQQqWt6OzDdxeD/FwBB8L3PEQzhqYQH9pbu1B8hr1V56wly0CM9sAVhFHCfzxIcunEUn60WUJ149QTweI3vcVSF57AFd7lO8+As5XsHmF+voEdrGCnJ7DOoVbrTm897VTYH8EvXnIMuamoOrMxQy+KKmA4zhVBFHEPrBz0JwUEBhOTJA0gmoEiR1n3VVVyHIFcS/CM1/z5NtotQg8eQdmco/Vk1PVmYh8/PO/cruuMrk3sFzHf5Et6AQtak5gJqGUUZYwqpRhghIluVoRjAI24c10DJlOoK4mmu9gwpJkQCA2z13nIMeLOZqDIXwaw0/6gCrsqoRtFJgO0fgadaLwT52QOLtYonYl6qFwDM6qQD1J4J65RmX90wV8lRPGvymhRuEnGepJRvL3i3fhnjmGOxojyj2S0zWFHCYJqv0UUpSw9y5R7/U4hWCUITlfEx5/dgGcXbKHl3BatBGWcs26oNxWHMEPM1gHVE/soc4ECOdvrh1B+xmMU8QaQZwH1kXgsh1AR324yECzGHViUPci5M8foupH8HWJ6N4lfJGjORnDDcN8tLqGN0B9NKC25JPH8MdT2AGnk5t1AYkM/KAHMyfYwG5KpPdXiOYFkntL+H5KRGNRMaN7+T5sHMNGMUzhgJsnMNMRcOMI5mIJe7GBNA5+mFEWbZCwd+uBqFJImiI6WwMANPRvmsMBtBcj+5mXIBC464ecY/f0NdjCIV4RQGSKBjCAXMw5gaFWRPcuIbMNpJ8ivb9EDAu9fwa3XMKUDtGyhKk9milpDMmLD1g6tRb+6WM0QwJa0ntL2E2D9N4KkUkQzyqIAeJ7c+B0AZs3iO/MoR5onuU++oyIYVs6RA9WVPy4cwYfgEs2ThDnHrLYIH3xFOIV6e05fC+CUyZJ6cdeQPxrd2EeXCL6jTsAhKhOJURfzuaATeDGfYgArmfhBin09n3Y0znL1EUB03jqo6ogub1EvGoov3bvAv7GAdCOPrp1Ar8k5cGUDef+FSVksYLevk/wSkBIt5UUDWOeJACHALAP7wP/tGk4fbxptgZDgDqv8Xf/xj/64hunz7NU5ZF+3sI1fQPvuZL1+mKvb/2zv5vOTSgeLHEEkyYcMuoauIsZZ3A1LowHccB4BPSp9iFK3TuB8O/e8+9ZBrMoYPIacvccKkC0KKmMUteI762AQYb09pzw+SSGWZeIf/5FSFWRT1SV7CtMxrA2JZjl5fuIXriD5Oc/hfqwD7Ou4K7tQfcnUFXUfQ761IRlRbtu4J44CROiUzR7Gfl7DXlSfrFC+fwR3CBBVHnKh52vII1HFGfQd93k9750j2i1vSH8tA/JWWZ0gxS4cQw4jyYxiO8vkf3MJyGnC8jFEu5kCqREp3kDiBJthziiivz5DNVhhnIvg2Qxpw6cr2FWJepbe6i++kmYKEW8pOyS2AhScoSPvT8DRgPYTQ0UFc99uWLPpao5JmhvRNmwfgYYgX3tAephTJpHUXAqg/fM3ssKOL+Ebyo48SR5Ow+zrGAuFhRwVoW9WMP1YpLNYRjQGMAsC5jZBjrI4K7vwycRkrsz4GiC8mufhCzWSH/2JdgHC0hRoU6EfK5P3Ubx1B7c9SkAIGoMcLAHayLojEhH0zgg/f+z91+xlm95fh/2Wemfdt4n1jmV66a+nbsnD0lZDKZtEAZpDEXIBvxkkOa7SAp684sFin6WbfrRDwZlUoAt2ZBIipaIEcmenu7pdLv7hrqV6+Sz8z+u4Ie1b5ie1LcxvN0S7g/YqNr77HSq9l5r/X7flCBPZySPr+Iivlwjug5tAz4z2L0BvtAxAHdngPeW0I//314JQlUjrpfIRYk7GKGlQvV6yCzFvLxGPr+Om4oHa4imzanB7W8dUeoGZ0Qc7zYOrEOt46GNpyfYXCKlJCkd3LlBONrFvXoT4QTm7edwMEWUDeqdF9jXj+kOC7pBgs8N6t1TlIlp6MpC9sNTxKpCPDuLXVRqUF2A6zneW1SSIVc1ahvTIzc1smyQmxL3QWxTYqKh+vF+TPY43I0hx0URpUHGIIeDuNFJFSccYmue7lxk06po4Re7OD6UG73+yw8+7aXq91UIYIP8qS6fYn1iyunHEwt+mvpsk/sZSm/96CLIsvXuCvE0J7SJI8guOpKHxBAkEaCGKAJnKyjVGrHV9YjlBnE5I8zmEeDu5QgEflOiNw1h0EdfztCPznAuOnTIdUV3OMa+eoQ/mmBvTahvj+lGKeJqQdsXuL0B9o1beN9h7x5Ef0Lb4ZWgO+ijKkd6WeF7KZQtIdewbqKbx8US9Y0fopYNwSQxoDJLkJMRemNxozwSLZYx2NL2kkhmaRxiMqJ7/YiukHTDBL1qQCrau3uITYW/uIIsiUy+4xEkCebkOoZwEvWCVE3ERSRx9JhJaFpc15D/4CXyxTnOd4Suw1ysUVUTDafT7QHCKJqJoRmriA2tNoj5CiG3/+ZKEbzF39ijee0GQWt8W9PeGEQfztGAdpjijveRQaKXFRzv4ozGTXuE3SF2+kEqtYZ1jTs7JxyMYWvh5TKNfnGNLLfWYetIKgpNFzP3GhuDULs2buC9HD/ICFmBrBx2mFL++gN8kdC8foDLJHLTEIxBPb9GvvMcsVzjCkXzyi5WOPS7z6JzjfOQKNQwpqiTpYS6Qc4rmgf7MfU7CGgs8nSOvlih5w0uONrXDwnOottAkILmoE911MMGhxtk+E1NGPWizrN26Kua5GSBXmwwJ3Nc0+KmI9w4xxlJ2ze4nsHvDOiOd6K4emdA+niGnK9xISbb+yIFLfF7Y+zxbhRmD3Ls8Q5UTdyMrIOXZ8gQ6EaRDOQnfdwkRzki8/WNOzjf4Xo6YpvjXkyIf3xCN8robk3jZCAx2OPdaBDdS6NWs0gJV4t4iN3UyEEf2iZOYnyIYnvno19tGo3RadptjtwWk99m0CFFDLwVgmZTf+pr1U/WL2An9/VtMvjdf1sv8Bkm9wnr/Okl/8V/+l9/eIJjO5P/8MMtZaTGp0mM05ldR2+8LIuJBGyNXLfsy+AD9KL1lGsa5GQU9XXWYm/vQmOxRYL84VN81yG3QLkbabwZEJRAvbjCqASRJpT7Gep6E2nPUqIWcaTZfPEu5kfPcW/eQdc+4m1rS31rSP58FbG0ImJsqurQm5bywZSg7iMLE3PtFhua/T567VBni/j+D1Mo0sjkK1vUk0vs/hCKLEbgpBq1qKMEorZgwY1y6vsTBr/zHGqL2x/Qfu4Y8/Acs7EEXeGmg5gzdjTBPJ6BFrgQaI5HqM2adtzDHe+QvX+F3x/jpn3UxZL8m4/xoyLS9q8X9F+/By+vcImm/fItkqpBrzYIb+l2e6iVRUqH6xWYFkRuseME/WKGCIL25g5FFTu2MF/hh7v4r9yNvpslqGGPUPQi5nM8we70EY2lU4HwYI/8+ZLQS3HDHtI6ur0+unHIpoWypXxlD6EE4uUV2eUSn4zwUqF7CV562gdTsu88Q0pNGKWYp3O6eweoukb0CkSaYlMThfjO0+33CPIIlSWUbxygli0idYTMoNcNMo0SEv/4FNe0hBvjyGIdDAjLDRLwqaIrFLJIEHk06U5Ol5jfu4ajKUJ4vPC0OxnqchO7Li+iEfVoQLffxw/ixEBuOpQyiNmGMEihcfhc4e/soaTCLBvU9QrXt8h1jd0fYq4rXF3hbkwQjUM/u47JCKZBbVrk41PIUrqbO/jCxNH+uy+jSD8vqHMBGkSWoSyItiN4hysy1M195GxFaDJCL4VhD3E+Q+xMoutPVRPmq9ihGxOT162Nv1svJoiILTs0kswkIlfR5aSNXRxtS8gyhIsEtRACg2mfP/O/+rWf69rFLyYm94A4snwghPg68PCz0NSfc+3enHJwb5+zJ5dbNwcbpQMfnNhC2Ebeg29q2IY1il4/xpK0bdwclIqU48LDxRVMhsjOxvFepiEY5LqJRrUB3GvH6HdexBNjL48WTW2DauO40/cMUgjM2sbnVhLzYo5sLM39fbQH98X7EALtfh/Z+Sj0dhbrW9rbN1A2YNaW9nBAJ4h5Z6salIkL3zhHV9EncvPVG2SnFeY6Mg3Xdwp6Cw+HE1Rn47goSXDTnPS9S4JSuEkMqAxIeg/j6AyjUC7Q9A1JL8epiA3Kpye0bxyjyw6/LqFrMdajpyPczQP0xmJfLml3+njtkbmAYY4/mqDOo/i9vXtAsipx/QKfJWRvnyN7fdx4AE9eYrIshnguK5LLOfa1Y6SwFD84R3cQmobiX72HfeUmYTJEjnL8MENdbVBCUt2awtkKiYiL8MWc7s6E9KzE9RTF7zwEqbEHY2xfEaQmfXYNT8+pf+0NhA2Yywo/zhHDEW0RCQvkBn74BGMMyROJqiwIi79co7SMzierErk7iBhoKjEvFvheSn2zh9ApvnMkqw6uV/jXj2P8y6rCCo8yCl304Okp6myBG25FzomCpI96co7JNXaSIy/X8f/weQNH+zgdx7EhN6jaR3eaWRVp/kbg+n18YvB0ZMsGLwVhoHE9gy47bE9T38hJny9xqYbCIGuDGxYxPFYK6qEiO9lEw+og0NcrqjdvRKuu0uHu7NLcnpBsPHrVouYbZOtxeZyYiJ29OGHwAryEg12SWUUzKCKMvjMBJbBjiV7W+ETjN5uoyZMqpqr3e4SdMcyXiF4ejQ8ur6FXRK/P1TpqX+FDXC8YHTWvQkQp0cfidsrVz7+LAz7tLu1PrJ9m9CiEGALTEMLjn+U1PhtXfsKSUnL04PAjsTfEv7vIIwve4buOUFbR7T/Pojfkchl1M85B2yG0imQUpQiLZcyMm44iYO99DC11Dvn8EnW5RKybaKg7LHC9JGbJjXrYcRGNcPNtlpeUhFE/ehSWcdMkUYhNHcdq3tPtZTgsOIe+bqg+fxh9CV8u8Osa7yMtPHv/Cgh4HKJs0ecbHA5CIH84Qz+7Ijx6RtduSM8qwvWSAFT3xqh5iVo3pO+e4RMdN9fdjDYXNDeHOGlpv3ovvrd1Q3oZLZnc/pjmsIeQKmKTNmCPJ1GoLCXCB9pRQjPNUOdz0lWL7gLOKLwRdOMEezBCIEgWNbZIsLemiKZGPj2LyRBas/7Ln6e5OcaNckTTIScjzPkSJQ26tmzujmn3ekihELMl+v2XiBfnmOs66v4KhetJvPR0osGFjuS9U4q3r6H1ZCuPv3MjutKnUUdpTpZxHPbgCLNsSOYVbrcXySm5wfdMTIBfV7jjXezdPdr7+4QixYqAPLmGdRUtr473UVdr9PkqZru1DTiLrkGEEEeAqaL96m3cbBkjdmYrdK8X7dKalu7mBHF6Be8/x21KvBRYFT/LybMZ5vkMs2gxL5cxcFdu2cBGR7/RVEfM0Ue9Yf3aDn6nwBuJyzRdKnC9hKavcJmkutXHNyXJo6vok+kF7U5KfX+HMMi2jGCHuSjpXjkkpBp1cgXDPtJEUb69vYNxGlE7bCIRszW+qun2R7DYYHtpPPDNS8T1ElvEPEJfpIhNhVpW0bScAOs6SkCcR5ZRGhKcjcT/uo4J4j5s7bwsTEZx5LtYxuw+52MEjxDR3ms7oaHrolTCbeN2pOB//R/91Z/DavX76wOd3C+ShEAI8XeEEP9oe/k/f9yySwjxFSHEe0QG5j8WQrwrhPjffdLX+GyT+xnqe//yhx/Z+ygZT3ZKIpWKs/pAZA9+oK9pu2jzJSQhTQlti287vFKRuHKwC8QNMoQQOzwfUOdzuJzBYo1+eRndzl85hiDQz68wlyvCIEdYF70pXYDTa5K3niDmS+zAUL6xh76qUE5g5g0Qaf5q08VRIorkIo400xdzpHOQGrqBYvPlW/ib+9T3RtS3hwS9PeUaHe1/pn2q33wDf/cohp72c8LFNepiQztM8aMeHO7E4FcB+sWM5N0z8idL1MbCYoN8/wSvRUwXWFXo55ekP3iO2x9A3eFTFaUZ2Ta1PDMkswZTuWhcXLfYVOBGGU4L9PkKWTvc7gg/KGI2W26oH+xib0wQTYuoW9LHc5KzNU4G3O6QgMf3U5AS3zYkD08JStDe2kFWDe54F3bGOOmwymNezsgeXpO0kvbOLu3NMf5oF+UhyEBQEiV0zB47mOKHOaw36Cbgi4T6qIe4XmGeXUW/0HmJvqqifGHRoIKMi7UTdEdT3N3DaNodInOwTTztQR+3O4jatGEkGunLNa6nEZ1DXq/Qb70gfXSJPpsTjvcRSseIoNZTv7JD9dV76Buxi1eOGHU06sOmIlm14BzSOoKWlHf6tLs5QmtM7VGbaInW7Of4RKDWFlVa7ChGQZkmoDpH8ugKHXScTOQp6mJNfrqJVl0IVOcRZRtHzFfLmBofJNW9Ee72Lr6fkTybob/3ZMuwlCQrG7tKJdj82h3YGyJMjAIyz65ILyqSlUUs1iiloLWY904ik3S1QT05j2iD8Iii+DASRxTx9/vwECtF9Fr2MSCYdRmhibaNk5s0JfiAb9qI8bXdR1JlF3W0wQf+7/+Hf4z7gIjy86rw0bL1J10+tbcUwj8gbmL/MITwt7cBqQgh7gHfAv5ZCEGFEH4phPAq8Mo2nuenrs82uZ+hvPv4p0AAIZIYXHSrwMeugzbO6YWUHzqqs1zHTbGsYtc2LKDfi/EzPiA2FWKxjskE1iIm49idjfvIukVczhB1vWV3SvTDE6x01LcGWOXg9BKUhiqy/dJ/9U70kzQaN0yjILhvUA6SR5d0tCS1Ry+76FiiBWK2onj7iuzpLI7Cnq5IXq4wtUNfbnCZIEx7hCxBdYHgIp7iEh03pU2JeTmj3s/oCkW6qAnDHHk6x/YMwgW6G4MYG3S0HxmJ8yVhtaL80hHhxh7Ka5JZG01wNzV2f0J9Y0C316fbyemK2FE0ezGDTjvQyxZzHf/9/PMTbAKWDj2v6D1Z033uCO8j6y1bh5jrJraYTaKxg3gAaV7Zxx6M6aYp3Ti6i/hUgdHob72DzxXNrRG4QKhq8u+/JAhwk5xmnECR0hZim68G6uEJ+tEl/saUdppD3ZD9+IwQPPVxxLBwwPWK5HQdJSC5odnLouxisSZ5/wyxv0Pz5ds0B0N8P0XqJI7GhcQPUmxP4hIZf++dPvbGOGrkvn4vuqwKcBLoF7i+If/mE/TzGW0G1b1RTJK4iNFFzeuHrL98g+qgR6hr6p0YE6NXNW0maXbyaLh9Nke/nBHqmIvnbUt+UmMWHS7V+NzQ3h7STA2mEaRWw84IR6A6zkmfzkgeXZF8/zFtEgj7I3wvRVlPcl4i6xarA2JVQqrp7kzxs1U0WK4sSps4Xn56DdcL9Gwd9Qhdh2hbkhcLQrNlvu7u4LTAvnmTsDtCOghFTnh2EnVvd48I1kViCcSQ49UmTlmUil1bG7FrTBLlAs6iegWhbrad2xaXl2LLR9uuFQEev/X0U1qh/vAKgAvyp7p8WrXtzP7+HxKf87eA90MIf/vjN25DUz+RQ8pnmNzPUOP9PrPTZbyyZVXG4x4xNTsx0QdPbUkoXRcZdRAJKUZFs9mug4tZ1OYkBuZrRJpEwN0kyPEIrufY3CAGPUTdIlsbGWG9DKRCPLpGyAR1GR8rDvdwRYI6n+O1pP6lu+QbiU0kLleojcc8XdDtFqgOfK7oFiVmIXGjAuE70u8+I9w9pDnsIX1AFCk21/iqA0B0RHmEltHhwUjcKMcnEr9zgDcKezBElRb1rXep7+5TvbpDmkpSKxEvLrB3b6JWXSRruAaTTmkPpvSerBB1F70tc4O4XCMTjbAd1c1R7FalwFxX+O1CIq/W6HdPEK/fJZzPYg7dtIjMwjqyF4OGZqxRbYXf7WFagRumoHPC5opunGJqh98ZRm1f1ZG8d0H72iHVl47jSX5VYX/5FbqdgsE3niIai0sE0iSoDrqdArVqEasNYa+Hw0VcqHXIF0/pPn8HXQdkp6kO+5hNh77aoIQCL3F3dghB4qsN6Q8f01/fiGGqVUcIDj8ckD28pruzg7reMvyE2earPcXe3sPemjB4e4EfpDQ9AzIezf3BFHm9RGFwRtMODEHk6BdzOBpj1h3tqweoZYNAoKxDbdy2G17jewmqcphFi6tK7P3DaNZt9lDXJX5UoBc1rEvaaYZsUmwqUY1F1wF9saDuSVQQiE1JsrIRRzQSVbeEoz26/YLWSMR0j/5Ji/7RM5RUuOMJfpDT3Rohz5a0d6e4QmIuNnhCPATt9HGvfQnvO/LTCnd3SDNOkF0g/cY7MMxwJoMiQz88i1ZfnYVJH3ZHBA+yc4S9MSFLY2I42wNQ1yFCTM1Am3iQdXGDI4TY+WgdrcCEjN/lpiUE91FXJwTef4ot0h9av5DEk8kfgcv9FvD//CMes/gkL/DZJvcJKzKlBsxOV7Fb89FjL3LSZRxVBiL+JgVCbbVRk3EcW6YpNA1iUES7oNkiygmU4sOnOZsjdqf4IsVPjqGXIE/mUbPUL7CHA8zCEk4uoHWILEUuG7pRRjieRvNmL/GHPWSWE2Yl5sU13N+j2Uuhlgx++yHVawdkNsPXjnonIXvrKeyOqP/8myTffI/ui3uRfYgkWXQ4GbCjBOECdppFeyQlYoyL8/gsBS3Qz2eIriOxErc3RciE/OUG1zeI05pQ5OT/8m2qP/c5xKJFBYWcVfjdAhlEpPL3EtqBihl3UiIyxeC9Ja6f4JylG2YkK0s3NdhJgppGb9DeicVrYJSBMohqHTP2soTRf/F97Jt3Y+q5DXRjg7xc0722SwiBZL5BJinycgPW43o5wUjMxqNWLXrWREPtogfO0+wWVF87Jn/nEvW9h7ijKcna43sZXZ7S7vZIhMCnCXiHKS0gYVNTLFbYwwlmZRGFxmIJWQ9btmQvFgQhYDHH6VF0zhl41KrG55HpGoRGDFNaW6GsgNdvIZTCzEpsz+AyiXkWMVW72eD7A+z0gHZd4QYGU4MYT7DakDSBgCZcr3FZAkbR9RLUdU1zuwdDQ/pyg5tkVDd6yI2JmsNVQ3trTLBEcoxU+OkIdXmJu9un2U/JLy3BOxqd4lwdHVp2DX4dkEJhU4H+9rvYm7vIeoIndkJtTxJeu0EzMIiOyF5UAtFYbE9BmpD88Bnta4fY1w9JNz7KDYwGD+LJKaod4Sd9GPTwd3bBQSCgn6/jlGTYi0bjysBqCZsqGji4EDMCt9h5UBFTRUjEoEeYr7YauHiACEmC6hdRBO49wYf4//fBnhbiAfgb/+W3ePUr9z7lFev316c5ivwp6w+8IyHEiJgW/s9+2sf8cfXZJvcJy3aWF2+fbMkmW2BZx39GIbZuddZunVC2nUavwF1efxjVETqLWG/iJtkrEImO2VcB/PU8ngKlQFiHXNX4uiX0MqTz2MxghynBO6TewTyHpq8Jezmq7OLmuq6j718/oxkI9LVAD/rIx+cMXqZU05Tql+6iTpeEXhaxEGWwe0O64wly1dAej8EFzLJFruu42ewNyJ6taHZzkrIj1C12N4+kkF6KbCzWGNzxAJcp9HtL2oMBqnUELVBuqx3KU9ov3yN5PCNM+oiqw0/7OBXY3MjpPZzTHvVQZ0vEoE+YrbB3pki7xS2NIPneM7hzQPF4Ttn20ZcVxjfY411E02GLhPTlMhoq7xaI2uFujZFCELRAXi3RdYm5rmhGPVwisHt91FtPUVmGGxe4SS9imc8u0Ysae+cA8cP3kN+tYH+PkIK5qGhvTymeXWHeu0T2+wgk6XVDV3e43T5toQk7kuLRCntjQvWFKb0fz2lu9lHrFMqGdAn+fE4yb+Bwl3KiSC5LQlWiXIrfWmMJqWJcz2wdPU/7htBCu5MTFCSVQc5qzNmGsGnxQpBUnubNEXLTItZ1NA4Y9lGXK8xZZJVmp5tIFMGhWwG5ADz5uzPk6Qx3cw+0QjUBKTTq8TndzR0IAde2MCwIRuBEIGUXM2+jZ6N3iE0L4x7ZoxnuZEnaqiju7zw4aN+8Rb70NMGjLqOzTDrvsOUavSriqPhqjX50DgSaOxPE7g7kKfqqQsoElCRdOGQbkwDczT0SFHbZEvYm8XPsAtZbQl0jDvcIRkUMNlHIJIb8ysYR5tcxe67rEDtTZGIIZRXTJtoO2cujuXdVI7IkfqetjRIfpSJu6l00bpeC0MU1+at//os/lzXr4/WLxq4Edv+Q2/49IHyAz328thvgJ/olPsPkPmGZxHyUISdExL9cZET6zvLB6U6mMdoFuXU/kDFclH4POR1HPM65+MXxgTBfRuB7b4q8ewtxckE4OUdkBrlcR4r24ShaFT2ekzy+xg4Tyi/cwI9S9PMZLpXIRY12EjFfI+uO/jsLgta0PUn3+iFOgr5e4wYp7a0xou2wmSJ/95Rup4e6mEc3j90Rw2+foFY1oZfT7vVxOi6mvm/wSpBcrNCzCo2iS6A+yFC1Q0TGO7aXIoWkOsyobkQTZasl6zfG2L7B7vXwXY36vfdQi4r8rZeIuqXdjYbSYtCHEOjG0QNRzlaoTUtyukH2shiXUxgUCtnPkFIiPbRDjTlbQ5ZiLktoOpr9DD8paIcGESTdzTF2WtDe3yU72yA3LcFZyl+/jb05jYG2VQe1pX51n9UvHSOul5S/fA97a4of5bhbE3ovSorvvECg8MOc5etj1jd7dKIlvVhg3j2hm6TokyXOW/CeZO1QPubXtQcFQQOX15hllIeIdUVi4+8vspzuoI/bG0U5CgHhPFqaKNLXkvowx2bgEqKg3zlcIim/fhsmA5SUpKeriCv1c1QLeuNiyOnhhM1RwnrXoGuPUhqvILluSTYWLQzcv0nYHaJXLU7GxZ26xZzMSJ/MkAS0FdQTQ3Uzx6eazY34ORFB0N4Z0fUVTIakjYi2YkqiZmvwHtMf4VONnaQUPzqj97IiSIG+XFMVjrYnkcMR1Z99DX/vCHNVUd3vs/76LbrDIVQNXS7pBhq8o+srktoTzi6giUnwNB3+4hq1rKBzhE2FWJSgo4E1mwpRtjE2Z3uAFUWBt5EpLbSGssFvqvh9VioKvp2PerjOIoTAV3UMVgWE2ganbteK65P5z2vZAj4glfzCicH/mRDiP/7gihDiLxBtu/7eH3H//xD4P36SF/isk/uEVW1qbtw/4MW7p/GGDz4PQiB0FHeL4PBt9CIUQuIXi2gRZR2haoAAg16UDHgfffDqBvT25Lep8Mc7yFlMfZZVS7iYwd4ArwSqdoS2IfnBc/z9G/giOiwor2CQ02USlzjUfIWfjvCJROroV2h3+gTboJqAuNogLzaInRTbS9FZjq8azNsvCV+8zfoL+6TvzxFCYC5W+OBYf3Gf9LSkGRmarx+TLj1yY+n2EqQLSBuwOETjImmg0DHQtLIxLLTqkMsWXXWoymLpEF98FZdp1I1dlDTI83MMEq/ApoL0x+fIokC6QOgqmoOc5pUDimcbnEkIwtINFMl1hVqUJLemqPUSTk7w3mFeuY28PqcbpvSvGqqppjmYYpaCsKgRVUvxO8+QOzuI20PaQYY3AUQSMTcLugwErVCbhnzu6fYc6fvXuCLBHR2gHp1H0fC4R/aDU8SmIShF+8oeZm2xrx5BB+Zkif7uBWhF8VzRTX2cfHmPLAraDMKkh75Y4LuW+gtH9J6V1Ec91GyFFwHz1hPa12+gREJ6UiNRSKFiSkSR4HoJLoPiey8QXmBzQ7vfI2hF8WxOdXeMrDsSB6oK7Px3z1h+9ZDVbo/e21cIKbB5QnXcJ7mq0aUFH5BeoKwFoZD7OzSTyHYNrkM4S/GkxmWatheTsUXZIoQkPa/jBlEYbDKkG2boswXdMImBq8HF2KGNZfHn7jJ8a46jIxmPoiY0MdiJi5lwBMLNPVTpkSYl5J52d4BNPNl5A51FlRF7CtqgfvSEcOcIMVvFiKLpAI534f3niCyHk2tkUUTv0M4imo6w9aANu+MYYFxWqDyLXZzWcWyq4zQldFuLMCEjs9IY+ACr8yHCFwLwgVe+dvfTX7B+on7RMLkQwn8jhBhvpQJT4ijy74UQ/k8f3EcI8VXgbxBxOoBvAv/5T/san21yn7CklLz4IDJDiI/8KZVESIlMozFz+MCRYtCPXVtVE1TMwApdh2xlDNpcl4g8x1/NYDiIDK1+gXwZBeJitgYCbDYYH6LtUS8n3L6BLyv0i1l8X3WDtZYwHOB6GkYFogVptw4r5TomEUyHkPbQz+doJ7HjjHaagVKkzy9xt3dA58jrNb4/pb4zZPi9C+rdjGAUatUQBjmJE4SrKjIci+gCbypH8uQC0UuwA0Wz06O9kZNct6TP5vjxkNDTUfB71EOuanqPO9wowWWaYLbmvv0BTgSUFyRzC3u7iNkKuzdAdJbm1R1E2aFrH4kLraArDDY4RCppsMidjPYLr5O/qBDrEpcb/PEYV1+TP74mu6zRKsNmmtC21F+/R/6ihGWDMhqbAMag2jiyTWeWdpxSvHuG1wqvhzDKQSmcs+jWoRH0vvEUFSQi7+E2G/TpEjYtfpyjl9Ff1N3fRa8tSghE2dJ762XEk9qW5LKkvb8XMaHLiuzJAmEl+nxFezhgc79H/zsKl0Z2oZtkJJc1zUCTPb2ifeUG4nJO99oENyzQnaN8MKT3zWe0Dw6obg/pBhItDKs3c5KLCpFHw4GgQdWW8s4IEh0Ns43C103syoMklAG7m8dutOqoi4CQGaaTNFnAK0n+siLIFu8s7UGPZNbBqIc4uaa9PY1rfj/FTQryd84AQZdIguozeljGw9KsIUyGmLXH9wKkKfm3n+CHOZsv7EUyy7rDr2pUEJBrktJjxwX60QlhMiDsjgmDAlW1sQPOUkLZIK4WdJ+/g/n+45jb6EN8f5khvPc8siIl8P4zONyHnojxWt4j8yzmPSYmWr+5MjJctY4HVu8R0kSLNucJwW+B9l8MPOwX4T38ZIUQ/gnwT/6Yn/+eEOJ94D/+o+7zx9Vnm9wnrDRP0InCtu6jG7ep4CgVBaFSIY3eRuc0qCyNVOW2xa9W27n9tgl0jrBcQT/mliFFzMxSCv/kJRzvI/d3o99jYhB5GlmNQSCzFN59DkVGczzF1C7SrXWCfnxBGBeoqxXuzi6i3ycUHoykNZAcDlnvaPTKYceG9Nri90ZRR5RqVCvgNLqyd4WgPe6TnG5iZpsOZM/muEQQ0oDo55jFBjNv6e4fEq6WyMbSTnrR0DnXuFEPn0Lo59iBofj+Ce7GlJAlCAfNjiGZg5kpvJH4nYLQehwVZu2pbo9QAoJLyP7VQ/xOny7rkTyd41OFD/2o4Ssy7F6OKT3975/HQNrTBTLVCGOwqUanKXZvSGh8NOUVkuyqpTvso5qODk962qFdTXUjj8QHAdIH2gcHiLpFz9d0+0NoLWrTYu/sbjG0DW7UR10tkFUdSTk7Obq2aA/lQY753lP8/WPEssYlku7BPq6s0LlGDHaglyHamvZLNz8cEWYnNS4J9N+aoYTGpgr58ATu3iAkGqUM7W4f1TmUMOgfL2gP+rRdh2oF7b09TNkRgkDOotGzumjQzxdwdkmaPMANoLw/hdMZ/uYUNW/RtafuCWTTokrH5u4Qnyj0oiaEjqTt0U401VCgL6todzZfU39+DxCkj65RSUZoK9z+COEhbLZaMyXY3B1jVh3p+Zqm6uhSAf0+Nh+RXkfHFLXuaP2G9utHZCvJ5HfPCXlCfVhE+YTtSL/1BIRB705xu0NIMzwOuS4JWUp45Rj95By300cu1yTXVTQov1rA/CIagq9KGA9i8ndVQZ4ibIfoOkSvR+gV2zw5EQlIUkbpUN3Eg27XIbSOqSFCxg3ugwqB86cXHN0/+HQXrI9VQOD9/zARqhDCJ2JUfrz+h/kb/5xruD+KXZzc+lcm0TcSKWPXJNiKS4l2StvxxwcEldBG/Mev1vGLk8ag0Q/E5PL0Os75pUB2Dl81WCWwB0N8ZuByhnp2iu8s9a++gru5h3HqQyyGriXsDDAXa9q9guSdM9T7Z6AU9ViCkYSqJVlYkudLei+aCLinBq8C1Z7BjXKC6zA/fsHmCwf4RCGGA4ROEELSHg4QyiDymObstGB9fwhSUr+5j72xg6k9yXnEb9qBJKQaXTn02QafGIonq2j+u59hLsro0ykcvrNk788odxXtcQ/hA8bHtOv0skTuTvG7Q7rDPn6YI/IMPNQTxfLVAtl4zIs5YbkhbDZxLOUd2feekHz7Ie3uAJ8ZfJHQ7easPj9FrGvacYKoLaaMFle68iTP5ujSIa9WpAuLagIISX00RASQJ9foh6eoTYdrI9vQj3LYGeETjRvmqBfXuCIlbGqydy5QZYv68WPKfUVIBM39Xdov3YpGw1pAWdNME5KX0U1EPZnRhDoKsX1APzyh990TxO6UbpTSGUe1bzBPzpEXS7ppzvrBCJsJZOkwjy4Rzy8ILy9xWiKXVQzk3c1ABZov3sbt5HR9RRABNRkgqob6IGF1r6B+ZYpUJoapKoleNJiLdTzMBQh1h2o96cpRLAMqS5GVxfYl3cEgSktsB5sN6e++R1I50u8+gbpFeCjv9ml2C3yhEdZjTSA9r6h3M0SIhzDdSdKLGn0VCVvedojzGfmLOcW7F5CYD3Fj18/gvaf42QwxHUYoAHCDPI69d6YRU/MB4T0c7CClJCQ6Ym65gckg+lluDdP9ehN1lW3E6MJihbueE7yL2BzEcNoPvGyJh6ePJARQLqtPfa36yQo/5eXTqk8q7N4+5s//yff6qD7r5H6GWs9WfBBrD8TT3ceid3zTIEwST3ZJAtbhhIf1BpFliH4Bqw0+WGSvQLQLvN1acGkFSmGLBI72IhgOKB+wwWF3MtJlBqGJ/pDFgLCyiBdn8Yu5bmBnQFiv6QxkTyOjjxfncUx11WAWNeZ0QfXaHmkn2BhPl0oG714hU0Xz1T1qnWJ7BQRP9mSJrDtkECilcf2Mes/AIMGOJMnS0R30oLFQdSSnMWBUPz6JmOIlZNkQQk0zzQj9nGavwDxcYgv50WhnUOCXJeZyDVIw/dc169d3qI4KTBkQDkKeomclvp8iuhbROmS9QYmMbhjHi3rd4oYp7tYdzLMZrCsY9AgOghYw6WEuauzYxLFf2YHtyJ+v8YmCTYPUCZu7A/KTMp7wNyXtbo58eY3bG6Jqi561UHVUv3IPZQVuN40n+3kVGbRlxeaXbmJqgVMgC0n56hHmRQ9hPcnMklyUbIb96PfpHb6v43tUgqwW+LbGjSJzth0nyEWJHWbooAiJwrzzAn+0Q/6yxH39VcLLK7haoMsEZQxm3SIWTYw+c55yaig2huxHF5Sf26G9OSV5MQeZUTSWLpV0Ozkeh2klbSHRy+3nOzXkJ5tIlMoT5KokrEqSozGycsjFBtd10efzeo0cGkBQ72dkzy1JJ2hePUJ7SfXnXkd6QTdMCRLsMMGUATtMqQ8T8mtL8uyaNlfIWqKkwSqLvpgjih6bL+xvseZrhA2IusG0AbuToBYVQspouF11MOxHnC1LcQpcP0FdzhGnV9FsYTiIh7i6RQz7iKdn0aTBGGR/gC9LRN3gL6/jQbTfRwyIE5imw38wxlQqktDYamMhfqed5/abt/mN/+Uvf/qL1ccr/EKyK/8GnwBf29bfAv4A8/KPqs82uZ+hbr5yxPvfe0oU2cQu7UMWlQ8xRYDoARi2cgLxwUjD2ojPEWKEx2wR7/MBqysEwnQMLy4gNYSbh3HBvF6RvPOS5uv3EZs6Li51TXe8g1pucNM+9et7ZHOHf3SGnFeUX9rHvDNHrDa4wzHFWUsrLd1+QXdjQLOjMVZjni8JhwXq5RXNl45JzhpcX5NdtshFh3t9B3m6ZnUjIe0UZt7Rf+uCbpRQH+4gli3JOkDd0EwNyit8Kul6e1FfpCR1gLAu6Y5zksuO4uE1Pi9Q6y6SJSYF5myDzAtkFZO7pSY60o/yaFVVW5pEkOhI9TabhpAobIh6OntjTPGiIrko8XVDNy/RjSMMcphH4oFpLTy7QtQWhlPksiYYRb2Tkr7zBOUD7pUbOJNHzZMQdLsZwgRcoRGHQ1SvD8s1VjnkdEB6VrL63Dh2xKsSioz13QR5e0D2/hXu1iHNriQ9Echlg701JZ11qHWDvZXhBprRb7+MZIdeji0MalNHZuVIgRCoeUX+b97D3j/C3d5HrS3VUYZ5KRBJGkXKdRsHDGh06RDBs3pzyuDHcaGt7w5JLhu6YYqxlt7DJRpNdzSlHUrU0pPPOoKRdEMTTbylxNSeYFuEjqJ3FzztXg+zMsjTa3zb4LOM8muHyMaRn3eklcBagWotgx+eEwK0N0fk5w3NJKHZH2CWnqAFu79zSTtQNHsSpwP5WZTCSJHjbvYQZ0uCTqhv9GhuDRh9f0H+aAZJCmmGSzs4GKFnDfL0ArVqYDpGJBnVXk5QivT5HN59Al9+NX4mA/idUSR1rTdR/6Y0QjpCqpFVQ7DRf1KNRxFWCB5f1cjdKZR1NGDWAtoGb22cvngfpQNb8XgcWwbKZUW1rsn72c917fpU27Sfrv66EOIvfsLHjD/JnT/b5H6GOnl0xocbnFbbXDL/0UYXiCyrEDc5qRQhTWInNxoQEDHIE/BlFXOpzHaUqRWilyGW0eaLlxeInREkCklG+ugK0TlC08Bwinp4jt0f4DONuaxwBEzVESYD+mtNSA1uuaQ+2qP/9JpESprxAfpsg74GEUzUuuU51dfukZ4ucbWj0SOSeUf9+QP0qqW5PURvaqoDQ5uCGUzoRgmqCaiXF4jBCK8FygpsFrBDRf68ARuwhaAZabRTZN87QQSBH6b4XJF98wlwRHPYj2O8VFLfnuI1JNc1+SoQLmY4I2Ky+U6OsJJ6L6cbWaQ0mBcWYR3BObpCELIA4z7VzT7Z8zXkCeFwgFyWqLM18sUl4fU76BZc6HA4lNCEoz1E59DvnUZ/RzHE5wk4t01jUFSvTMifrbDaY4/75Gdx1AsSZmu6vT5ojdQS2UEYDdGnC0aPG5qdlGJm8WWFNxIrHXJeMfxvzxDKsP78Dcx1SXKxpt3vRQeRXoEyOkbClAo5LzGtI6QpyTceQZrg7masjxOyJzX52Rx//wbOO8o3psjaUx7kyK6j9/Yl3U6PdlfDoEenBd56nAi00xSd6Sgorz1dAGcEeuXwIhCmvejV2LV0o5x07Wl3ckT/BsnTCxa/OSC5auidtPjVmubWCFE2yM5RDQ1JC36Qs9zL0MsWgkDMVwx+7znrN/bBdvhEYayiHQmq/YTJO2uUDdhJgVrEqYi62kRm8XXH+ks9QqJJn5X4IoBREYs7mcFkSMgk6cMLvJGE6zVh0AOTQN0QiiweDNYlAoFYbCLWNlsgi5zAljTStjGL0No4uGlaqJs4fu060Bo9neAWy9jF6SgpChAPuTKuCZfPr7Cd/SNWlE+vfgE7ufeBv/8J7i+Av/NJXuCzTe4TVgiBatUQla7RiTzOgmLKt5DR6optlpSAKOw2JuZTJQZR1mDUNoOOeKqsG8TeBDkZgXVILQllTRAS8fIiGv32C4RJaF4pUMsJ9FN8P42+e0bQ7GWYWUf1hSMk2y/47ojlF24x+OEV3cGQbpQgnUcvSryCzef2sL2c7LTBTlNIdggEXCYJj1+g1A3y7z1n8yv3MWd1dBPxns3dPum1Q5WOMOpj8xQKg76sMa1DCIUrdLykAr1s0SKl/EKBspA+XRCMovz1V2ATzXn1bEPz+gi9gmAkzZsTxI/P4WCE8x2yackXYLWPUoVxiigtymik1vR+cE57PMRniuZ2n64nSYcFXSaQjSMtHXaY4/YGaCmxePSswU9SQr/A9QrUoqS8dxclErpcIjOBqsC9cgNhA3Ld0eznDP6rh7A7IexPWd/qoSw0r+zQTBV60dF7J8oLPkrODribPeS8QZ0t8AdTghPIZ1f4oynNwRDZRAmC7wLdwSCG6JoesnWsb+XY0RhdedTzGnmxRLWWEAKbm33MdUXxdM76z7yCquNnL3+6pssl9XGOsAnmqmL5+giztjQDT/qiQopo/TX80ZLNvQG2b9BVg1l3CAd2lKKuK+rbA3CBpAPTwuooQeDpl4Hyi4foOpBcx/9He3OCkJLkySXuzi7VnT7tyRJZr2kPRrimRnYe5cAf78KgR3vQw6WCsHYQBMmigdkKjnLSiwqpDelVi8sL1l/r03tvhrpYs/nyHqFMUQZE6NAnVxESz9TWGF1AnsHNnDDux9F1kUCiEesocfBVCZ1H5CmiV+AOd5DzJQKJMCbq4hCR9OV9nMZ024gtJXGLZYzQStM4lYkq+Egi+1hJ9fPfYH4B2ZX/PITwf/skDxBC3P8k9/9sk/uEJYTAZIqu3p7atmwrhIAu4JMksh634aZ0W/eTzsaIkqrBbzaIJEFojej18U2N1ClhsSFUDWFnhJgMYNgjpCaGOAbwo4ygFXq2QZzOCDtjxJUnOZtTfuUm6aWnvTUCPPrpAjfqYccp/fdLzHXN/Ct7CKMYfu+abrePneZIH11EirOapVa0w7gJ2dSz/EuvYhYtMslAepRzGBt/5+S9Ct1FAbJqDepqFdmh3tPu5TRjQbKUmKdLEh1wvRSf6y0YH+gO+qQvNxinKG/2SM9LgtHoHz2lefUAu5OiOkd1u0daS4KIzvDOtQQjEWWNRNPuFeirEpnnqOcV+fszqs8dkD1bM3y5pPziIUhwJnD9K3v03l6Qnq4JSmAnBnt/EiUQVsZUad1DJgqzcXSpj+w+I/EvLmB/Gn1HhSA8uIWQEltXpGeWsDNErmqS99YoK9DnC9zdCYu/cI/xt6/ohimy87hNSegbfCbR647Nr9xBmpgmHwj4ANUbI9SyQQ6HhMLgdLSg1KXHrCybw5TCFSCmyDxj+J2z6HQDZA8v2bwyJX3nkqSRyELR7W7z4rQknVtEa6MkYDNHFIZuKKMJtYSQKwierhfNq0klfpxj5i1yViJ8IH17jlU3qI8Mq4OAenpJTkZINMvXC/LvnsKoj0YjTlbobEjoZehZR1h5kmdLrJU0xyNMqyheVPg8wY0k0gpk6/BGUd4aYHOJ38/JHy3QpUQWKUH5KPFAM/7eHDfIUe9c0B72UEWC/9wdxPsvka1DGo3PchAheor2sm1H1qE3JWiDGI9iLp+O2j7qFoqCUJbxO5pmEX8TIIZ9/NV8mxcX8XOhVAxFDmG7IYat5d/vZ1f+v//Tf8q//x/+tU97yfroLfBvr5MTQvxfQwh/6ydu+7vETm0KEEL4h3/gPYXwv/+kr7U1af6p67NN7hPWer6hq7Ybl9uSRZyLYxA8OIdvG2SSItx2o/MBX9exG+taRK8glHVkZRqFkBlUdYw58QHqltDPY3rAqECM+sgXl/jFJgLf1kJZE8I1Ikuxowy1aNGPL3C7fYL1MZ7k8XX8YPdT2vv7ZBcN5nIdBcyJYLOvyJ+WDC7BBUdIc9TZFdn7S9SdXapbfUgS1r9+B6ccwTu6zKOua9JNoD4a4FOFyTV6UdMcD3CDBJsKpAevBfnGUe6n0QHfBLKXNaYLeAQqyagGMU8uebFg9sUdtNIkZxt6v/Mi6pxCoN5PaXYSBo8FarbBJoL0dMHiN24hO08oMsSqikLeyQBztop5YUWKPF9G3VpVo91OTHS4uAIfyE9g8ZdHhIGh+M6MMFugNg1dP6H6+l3UxqI7T/KjFwgEnVvArQmi89Q9iZmXiKpBuh5u6GBZo8ZT5PkcZxSi9phZR31zQEgMQQusSUjevYApVA/GuK5GVQGz7rAmoOcN9m6PTnjUNCM/qWl7EoVAGI1eVEiXEXoZ7TR+xtrRkNGPl4h+HwWkswZ/PGJVJOQnNXrRIYzEDjOUg3I3xRUCtdjgdkZoYXCZZXDaUQ2hHRrqGxkuEQx/uMAPclrXIG4PMBc1zW6GEIHsZYNqHG40pOwptI/syPbGEK0Smp0C37XkPzilebBLN8mwfQUHw3h4WXg8AaUFquoYf/s5dpBGy6/ckF+1uLdf4u7s44Y5m3s9hj+co6/WlEcD9OU6JnjMl9ihIXl8Rbh7RNdWJHUDkyG+lyMRhOdniDsHiLJFXm+gl+GnQ1iXsFxBliI6GXPrrueRTDIdx59XDWLYjxrWuokdmolM02jeHEeSUTIQogvSB/KBDwlqgYM7ez+nVWtbAYL/09/khBB/n+g1+ZO3fTOE8I8/uC6E+K0Prn+a9ZmE4BNWf9zj3/kbvxGvbIkmIOIHXeuI0QU+HFcE7/FdG3Oq0iSeHA92kQc7kb7sXASnqxqxqeKm2S8iUYUtO6yNXaA/HBOsxeHoPn+b8KUHMOnjdkfo01kEvtsOAQgbCEWCWpU4DV0ScTIVFM3I4AcpugH6GSFViMRE0sazFfVxjzAuyJae4qzFKYF+vkS3geL9JXpWR7ZlG4NWLR6bG5KFxeNphpIuhfyiYXMULZx6783Jn63BQD01CBFotSN/dE0QguqNA3oXPhojdy2+jonNQinSHz6n/91zzNmCzd0B5etT/MEEs/TkT9fox2c0t8csf+WY+qiPL1Ls0FD3FWkJqZPorEdQEjtMo9B51IfjA8zGkZ636DagnMDe2sHvDElPS3wukS+vozu9ECSVQy8bhLWoTU24fYi8dYQySQylbZuPcsmaDvZGUbCexi7NJh4voX2wT6cc6fdfMPzeFdXU4ANk1x22qXGDlHxpKV6UBG/Jns3Q8wb9bI7Lo4+iPJnFsFc0+TwQMkNoG+ykwPYTUJr+u0vCMHpa5u/MSE/WqLMlquwQtY35dy9nyPMV2dxGVxIlaKcJat4w/a/fR//oOV4E/LjAlAJR5HS5IZQNIdVxstCAnJfQWlyh6PYMYlnG0Z1zkGiaG9EiS1xtaEcGicBUjnakqKYJm3s97KSH0QXZIqBqYkzR1RphPRJBtha0+zluXCB6Oc1Xjml3MpJFjawtITXREm1WodJ48HFG0O338ce7iEWJvFxGqGBQ4AYZYVhE96FNCZ3FV9HgQAoZO790GxArRIzBquqPNq7ORulBt/09m26bRfeBAFx8+KcyGpOan8+i9fH6U9YQ/DGjw7/5ExvaPyOyIv+457q7DU99Vwjhtpd3t7f9uz/9u/r99Vkn9zPU+dPLj9l5EU9x3sekb60/0sl8nIwC0eE8SWK8jhSE4QDRdfi6ipidkoSb+9BaZBktgmxr8YeTmGr8+BwALSTOK7hYoL1EP73G3dzB5SkhN8jrDcnKxoV1VIBUmOsyumrkKflpzfw1TX4SE5OX9xJG314SRkPSE0WyVFjZUu5KbLshuS4QztOMNH7aJ1QNm9vD6EjiA/l5R7dbYJ1j8NsPqf/KqyQvlnSDHqLqMM+uqT53iFUQVIjEAxtYv9lDVVEkTQjUU0Wzn5D4HmJnTLLxrHc1+SrD9QzV1OCMxOaKZqTwKeBADjOakWDwTgWdJykdnpr2czdonaf/3hJZWsxy22n88iuITYNZduhlh58UVBNFetnSTXaobxR4BcW5jbZYwxSCIAhPtaNRVuAf7JGcrrFFhj/skT6b0dzdw/YTkn5C+/qE/MKSXEamajNM2PnRinKs8VpiLua4UQ7BoDvB+kHB6DsV6187InuyxmlBeZyjy4BsPUomSC1Y3e6jzzcUT+b4foqqmxg3s97gE029a/Bakp9buv0ezVRRPNnEpAovUEhGjyqsrXB7E7pDSVcIsrVEeIEOGhdANgJhA9UXbjB4tKIaRcmC7yWY59fkLzfYe3sxS9BLxs9nkC5pTcCNY9RR7/kGO0gQZUdyUdLupfHfLpGYy5pmbIAcs3bolaM57iNKhc8My1czsgzMwZskb5+jTEazV1AfJOS/9xw1GRBOF+RzjxvkdDsp6Q+eI2Zr7O096Od41yGERCxrQj+LkxQtkbOS0LSIVsCijJvacESoGxj1IrbuA2Gxirhg1+ETjdQJQal4mNxGaom2jflxH+hmfYhElkRHrNxGv1LnAyb7eW9y/1Z8Kf8icQP72oevIsTX/pD7XW/v+4e/MyH+s+3Pfxf4h8B8+6Mx8MvAPxFCfBP46yGE5Sd5g59tcp+w6rLh2Y9fxA5OxliQ4LdjChnn877roCxxaYZIdEwVSBJksg1a7Gw0hl1vjZubBqQi7IyQVQO1xRcp0nsUIJ6cxfHIKPoPqscnqMcVoZ/hBz3sG8eoVYuaVaSLDWK5QeY9urZCP3yB/dp93DSjeH8RR3oShhe92DX5hvRE4Qc95LqlutEnZIa8CqAFw4dLuomnfG2CzSXJRYkY5kjr8XXD6lYMz1Rth9k4qjdvkJTR69EsrqlemdCO9kkbQIt48l9VmHWDT3ts7haoVqLWDV5rdBlIl57k/Jr6IMcOeviDEXao0D96STi4iXAeNylwiYxp5RtH7+0ZNtH4GyPC2QZbFKAk2cNr2NTQejqRYQ8L0lkHRUqNpdgE1uUav1egmz3avR6ysmgHyTfewe8N2XzpkPbQMPrONb6f0xYgm4BVHYMfzzEmxY97qOfXcDxGPrpAjhPWb9yg/90KbzS+p2loSB9egzFR5zXMSC4baFvyly3t8QCfCVSAbpzS5QbzpKbbLfBth7rY0Ds9j8bK2uCNABcQvR7VToLLJOJ6g7s3whMtppKLGlV1hCw6hDSyxd4YkF1mJLWgPuwhWgeVoxtqvAzoWUNaCfx0QO9bz1j9+n2QmmTdUVcb3EGfkBtU3WFmK9qjKfb+DmZVw7pCX6wwi5b6qE9SC8J0SFpKkpfXtIc9ZKYZvLvg+ld2UVaQzLuY6u4NuuzwHeQXBjdKyb95ht+UiDyQvJhRfHtBuHcUs/3uDmjKBX63j5nVqN1dNrf7UR/3bIbYHUR7vH6BfHpC+5V7mPMSkWjk01PCZBCjeITELytEnkY8zlrIsuhnWUcYQaQpIYTIaoZ4KHUeVzVb6MLFKYz3cT3YygliRXbZ6ftnP59F6+P1p0g82VL//zPgl37iR1Pipvbxmm8fMw4hzH/ieX6XmAD+7/0Jr/d3iRlzf/mTvM/PNrlPWMEHyvXHRhbbEkkS2ZZb1lWkEFtCG7bNnoiJwrM5H8Tt0HZQ5HHE0Sui5VGaQGvjSTAA1hPG/SgWH+bI80W8LU8RRYazFlV7lIf6IEe/f8rqzz0gfblG1ClyZ0i67GgMhPUanxjWX72JVBI1r0iuG9QyYMcZ6coye2OA3LTY1pGfgT2c4n2DWlaItaD/37+PODrAD1LEfMP1b96I6TnnFW6zxn5un2aiCH6EPQKvAravENcuEloS2NzISEvNzr88oT2aYFqLOlngE8n6i/uRkTnt0Q0lydMF1dGY3llHc3uP/ntLmnGKTDTr2wnpLFA8ctSjguoopffenNDLyK861uOEzZ0eo+/XlHcHVHd6DN9eIVYt9miImJe0u1OUb+kUOBHNsNXFCoY9qt98jfRsg7YB88LS9lJcCnrtkVcb8jWI5YbQD6haoG2gvdwgXCBZOuS7F9i9PiIIhIX6zQOysxZddvTfnsVg0+MRyarDi4CsPdn7DWJRkT2uqF/bharG7Q0ws4rF1/dILxpsmpKsLAKPnSZopwg9RbMrGL/b4ecWsSrxmUE2AVfXrG/E+xRPHObyJc3tKTZPkXUgXTqaoUJu9Z4hTxDXG8q7PVJ9GEd6dcv8zQHpuaU9VPhVjll6untT+s8rqsziRGD9m3ci5tq5mDrRDyQvazpTYB+Myc8bNtrS7qT0fnCJnxQ0w4R2JNGtph1LQqbJf3ROs58R0oz2i7fIni7R8wayDHm1ZPW1A9JZh+unJM9nMW1cSgQK0TSEREffTeIBzH/+Pvrdl9jbe3SJIVsXhE0dbciEiF2eBFk2EYPbmi2HPEMYjZDqo+TvIkcYg7ueQZ4juu4jTG4LYQS2B99t3BYI/sL/5s9+6uvV76s/fTH4OIQwF+IPPOf4D7nvB5velI+6NIQQ/wHwj0II/+BPerEQwn8ihAhCiP/g4wbOf1J9tsl9wsr7GYNxweJy/SGbSuQZQko8bisIFajhAL8pow3Q1uZLlHV0WCDgzy8Rd2/CcoPoFZF40rm4sfkA2wRsnItGy9dLukkPCfi7h7GDNAZZ14T5im53iLAe1R+Sf++M5vUDincu6YYJpAnZdYko+tR3RuguIOYl2Vsv6F6/yfp+jxA6vPLYoUb0Dbqr4ve1UGQ/WiHnJeWbB9S/9hq2v9V4PegzfGHx5YaWlvIrB7h+wuidCp9r/GYDQtC+MaQ80mQnNe00QwwSxLUk+CHeWaphApP9iGU4WN9JyWYpXepxWpI/X8GiJnMOtWrodg+QtSN7vsHMHF7LmHA+0pg6UB6n0FiaqWT8rTJ6OB4NyB7NMbMOMV+TzNasXp8g64b05YLsrRPsMKe/ahBaM3+Qk122BKPxWpEvA+r5hqYFZR3LL07J/vVLVO1o9hPsfkEIjup2n2Q+ZPxvTqi/cEh23hCUIH2ywI17rO8W9N6ZkbgOuQqYRU6wFtO06Is1/sEQWTckwpC8bGnXC1QWKe9BC/KH12zePMC2LenGEXJYPxjhQ2DyrTlhZ4h6doXLE0QT9X9+f0TvhydgO+wX7tFaSB9f07xxhGodbRY3t/Wxwiw9yWVLOZL0ntSU9ybI1mMWHms6AoH0dBv+mysIAY+nvDdAHQ/pnVtsCnK5ofeNR8z+56/R+8ETNm98BSEV3SjF7SgWNzIO/vOHiNOK9Zv7qNJR9wRiklA8bzGVpc4SXN+RbCAcTHCK6BO62mDmDaJyJLWPv+P1Cns4JL2qcKlBrjawWBGKFHt7H7X8QI5zhdzU+P4wfue2ODZFAVm07RJ5hl+skKM+Ik2jk0lVf7iJBeu2OtgQg49F7NRkksSRp9qOLaUk+Cjn+Pf/o7/GYNL/Oa5c2/rpO7ndbYf1Qf3Dj7Mj/wQSyZwto/Jj9cH1n+zw/lII4afuzEII/0AI8Y9+2vvDZ5vcz1Tlqv4Ia5MxYiNSuLf5ciHg6yY6nxsdD3NSxlFH20CaIvb3wPqY8VU3BCmRQiDOrwlC4nKzdU2vCeMhsmpjCOgwBesj1Tn12HEWP7hSkD28xI8HmFWHvyrxq5LEBtSLC+r7O4RxjvAS83JJNzS0ezlCg5k1JAuLDIqq8XR9TVoY8vdn0UtTGmTZohwopWkyidAJeGhGHjspaHd3kbVHb1qED8iLJZs3h6TXlt7zBnNW0Qwlk2cb6nsTnA4Usw2zX91HdpBfOpoi4h220KjvndF85RCfKNyyJStTXE+yujemvpmjNp7+ScfiXka3CaggmHx3hXKgly2hbei/A/psRdfX+NtxozPVmrTNsb7FnJfIvSntrQl0PbTKCMuSdi/HzBr0vEV1IM87ur0MMS5IKoual/TfEkhp8Htj5GRI24PkvEFf1iAl11+dkD++xGUF0gaaaYbdMygnEHlG6Pcpb+ekK0FINc463NEQJ0AHqG70ME1g/uv30YuG8Q9bskcrpEkons4JQdDlmmTeIH94hdAJzVEfJy1issvi2ND/188J4ym+0PDmLdqeQJ0tCbemWJVgzkpcHqiP+vRfdiRXluzZCsYDqErIo+tNfZBSTQXaC0KmSd6dsf7CHumTGe29CU6LD6cVXU8gVw3lgzG9k0PSmaP8tfuoWQlC0I17mDKQPFyz+I2bqFVDeTdl+DunUORUdxOE86xf30ULg5+9wA0LyHp0Y03v2QVytqL92iHJJlqsuayHvm5woxS5LNFbPDrsDJG1xT85RZoMtzeBxRw5HROaDhliukEoq3jAWm8gz2NEzvEe/vkZSIkc9gmpQQUISUwRCZsyMjI/kAcBwUWHHLYd38cNmt/+5ns/l7XqD9ZP3cldhhB+cgwZnyGSTeZ/zGOv+YPd3BjgJ0eVwKOf9g19rGaf5M6fbXI/Q93+3DEPv/MkXvE+bmRb0PlDEah1qDyPZBLvt04InqBk/JidX0KeR8lB8IjJiDBbIUb9aO/0/gv8lx4gigRZd4i6JriAWm8IwRGaDvHKbWxucOMEU3q6nT5KK5QsCFJiv3wL3nqOmAxJ3z2j/tItur7E7o+QbUdSDqiNI5l5zMayen1EtrI0wWIqTzdIkVKyOUopvvMSLpcsP79LugiwqrGFQJ+v0WbLsruucMOcctcgSUifr7G7A3wiaAtB/3GNz1OKR0vqGzleSvrvLJBNIIwGmMs16eNr/K8eI4MiO2+pJxqtEhb3NNoGpNak1w5TBlzPMPjGi5jV1lqS9y9ob01Z303p/bCk/2TD6f/iNqPfuaT34yvSZ3OqN/axkxRhU8zTU9rdCc1RD+EKWDrKBztxozIQFJQjjakF6nSJWre0kwwlBNIL3LQPmwYxW6MSQ//JCneyobu1QzdIkGen+H4JhzdI6xZxuiZZeOw4xU00zVGfTQqmliQvN/hRijeSdqej2tEM3isj87OGq1/dYfdfnuKKhGY3o/f2JbZVhNYjbEv55THBBXyiaW8YkssOMR4jrI3dbq4ZvnRs9vpQt7hUoNIUbUFdONpJFO7bnT75vKVLDWHZoM4XpGcd8//JPYpzjz6vYNRD1wFGA/pPauobObqOKeChrul96ynlrTdYvzbBFpLpNy+wdDgZKD+f4EaGbq+HS6AdJggvwSTYQYpalKjG0z+tsLmmG6QIKWknBi889s4e6tY++dM15mWNOm2o04DqQKwrpJdxOrIsY8yOTiAvEKsaebVCeg+6jhuS1gil4fYRbqePOl1EE+b5knB6FTcxFUXlwnmC0fG7rLajXSk/dDlxZRUdYbSKYakQx4NNDULwe//iBzz6/lPuffH2z2vZiuX/5Lv8FPU1YCqE+Jvb638JuL+9/s9DCN8WQsx/4jFT4J//Ic/1iTasbf3kc/+x9dkm9zPUm7/+Gg9/7xEI+dHBKIToSC4EwQuk3mZKGR0Fo52NuprZgqAVSIkoq+hhefsoPocU+NkCdkZRX9e0iHWUFfgiRW1q/CDH7Y4QZzP01RLRlyQLix1lsNtHbCwhePJ3Lli/NkWPB4SmA7MLWYoqO/QmIFY1dJ7mcEj2T9+F6YT88RJVOVQvnrjbUU7SCYbfecHiV28hhGLn23P8ekNz1KfLMrrjMS4VyCuLm+T0nlSsXx/hWwv7Q5Aw/f++zflffUB9kFLezRj8aIm+XDP/9T2G/91z5M4UW7XxhH9ZM3h3A70+2dzTZZ5mJwUCzoALluyqQZY1q5t95NeO0U6Sri3N544IqaI4aVEixQ4lg3drxN6U5Mcvsbd2Ke8N2RjJ8L2K8s030FaCjFirdNB73sTuvPFQNehBgcs9mgT1+Ao5TGhuT2G1oR1lZFc12oK2OYsvH5CfVwjrKJ7WuOkIc70irCraxKHWHc3RkLSMsT/ZucVrT3be0hWKLpeEztE7q+j6A/zAkF016IsSNdOR3j9OkUKx/NWbNENF8WSNsRp9vkKZFNUJlolEWElzVKDmNdmsY72v0V6QrDzVoSZ/3KLLGp8liCaQXFaE01Pmf+EB61sZw29foJ9cYR8c0UxArywuUwRhEC7gckXXk+jSU+0q8nNLc0OTv7Nm/qu3kNcbqoM+auPYHKS4foFaOcr7GfnjNaoWJFclze0hppbUr+zQDCE9K2G1oTGerBQIbejGPbJFQL+4xk17uCxFrLoon7EWLaB6ZYBqgNLjXYesUpivaI/3EVJhxwnsHpCebXCuRYwGcL1EVBV0HbKOierRwMEhs5RgovVeqJqI2TVN3NSsw4uoW+QDb9oQCHXc0IIQCAQfwl8hdnnV5uecQhCAPwVM7ifHlFtM7v5PiL3/4U+MNP8SMfH7T6M+EX3mM53cz1D/v//Hb38oC4jA1fZ49MGc3vsPP0uhbaFtQauPvkR5jhj1CalGDPqIuiNczaPVEIGgJewMo7VS5wjrEnbG0ddyXaFaj5gMCJlBrxr08+voUjFOCc7STRO8rcmeLaIR8+0pSEHy+JLsRyekj2e4wzFBKfJna9obfdr9PJr6ukByuqFLLdI7koWlOurjFTT7GeVRhupiN5Jcdei1xaw8YT9Fbzz1UEVPvwD6dE1+1rH5tQfsfrcCqTGLQJspnFZkjzf06gTpgNwQxgXll4+obhS0eaDcUZhW0mmQTpA8nWMwmKdXBOsZvjPHZ4rktEI9fom4nFFNFbrkw5N2Ugbk2YL153Zo9/vkz0tUDVY5uqFkdaxIHs/RncBKRzWS0DrkuiVZdLAs8UaiT+Y0OwXdMENUFgY96n2D7ydc/uYO1d0CN05ZvzoEKXCzJWrVIIOk7UuYDElqiVo2tCOFaCxdX+KNRogYNyQrj+kkdeEY/vN3UFcl+nKNzFLawz6+n9HtF5Eg0XiKxyvUoiTIQP5ogUsVNoHR4xY0eCPIz1vM2qI8NANJmbcUFx6ZFjS7Bc2OiXimirR44QWmBHt7F3+8h6haRJKRn7Vkly1OelwuMRuPuWhIH52hvECWHaLztA/2COOcyT99j/zHlwitqF/bofdoQ/Zixej7C0SQbI40fn+IWVlstaIZQEgE0mvcpMfyN45oDwqEDaQ/eoF1FeWrU9rdAh6+jGP+Xoq3Dll1JJcN6btnhOsF+qqM7M80BSPx5QbROXxuaI+GhCxF1C1+WOAliDRBCIGsmhi/oyW+s4TVhrApEUoSujZelCIkJsqFrP2ISbn1o5V5HqEJuV0XhIyTnQDj/dHPYbX6/bX1gP8TLz9tbbu3v07s5P6uEGIcXyf8ve1tv7VlRT78IzC88c/wa3yix3zWyX3Cml8sWM/K39fBiSSJf/eOoKLtkzA6/r2sIh15vfmJBGGQg0FMFm+aKP4uoneeKHJ4fk7oC0JqoGnxIsDuKDrNn13Qfv4WxUWMwGmFJ3l0hT2YRC1TniAO9jFNh182BAQIhQ0laZBUOxm+qigfjBl/84RmN0d0Em2hmhjSixnJs5q8FVhh0XVNcTKjem2H1f0xq/t32f3Xl4jZivIrN6FqyH/0HDWd4ENg9bk+5rLG3RrQejAbh880ar6kG40xJsGPE3xfc/0ljQoKmwqSdUAkPYQAY0E+WdLcGsUMt8pjBxm23grmkxRUIDtt6HYM1Xgfs/JU+3EDKX68QL77gtn/9peZfKPGp4b0rKI8zhFVQ8g10+9vWB0Z3P4IvaxJXq6Q93cp76R4V6NuJhQvWoqHV7SThPxlia1Kshcbytf3camgnRimv3PF/MtT9HVHN0mxOwUhTEjPNqAMyknUVUNz2KMZa7K1i6O3XFDtKboiJz9t8D2NQEVyTJYhALWxVONAcrLEOxn9MxuPzRVhv4dqPeWOpPlrryC72HGthpL8xGJqi9stEIua3oklve4oJxJcQJYdzVGGXNasjzIm1xJ3YxfTCLKXa5JZh88TghTUewZ/w7Dz45ZuIKM4W6m4qYc91KwhW3R0T2r8sIeV0HztPsWsptqxyE1HdzymGSesXklJH85R64T17TwmGWwk+YuabqwYffM5rkjIxho5qxCLNUoZ0ncvae/soKTGfuU2xXdf4HsBMehjTdygukKjLpeETY04mCI3LeJyjR/3kWWDfusZcjAkGIVLNGGU4wc5LGuEs3jnEN7F4NSrBaFpIrHsaBgnNddz6AlE2+LZdjBCRA6lFASlY9iq1lEWJCSxjWNr0nzN0f3Dn8Oq9bH6U/au3HZvf8Cua/uz/+SneIq/JYT4Y6UDf0iNgb/90975s03uE9Zod8gbv/YKP/7Ge1tHgxCtfdKPQGjRy38iSNETvEOOx4TNJhJP0uTDeJ0QAiLPCcEhmpYwX8WYnVFO8A7VdIiLOazrmFqsJMmiww2zGClz54DsqsasG3Qdw0/D6TnrX75D+mwJ/T5+Z0A7HcPS4/qSbj+F2rL42h4BweCtS2ZvTvBKsLl3H91KwrdfoJzn4n92i93/6glud0BQgsE7G5YPCkY/sph5SztJaO7tkJeK9iBn+Lhls69QrYsYUyZgAGYhMXVAXjWEvsRlGpdqpBB0PUmytngFXkNYbaKLxmFB6CW4ASTziuG3zqh++S6q9XR5gvKS8PQadbyHqTaMv7emHWmyq4b23k36767QXWD4/Uu6wyFKaPAd5Y0Es5EUj5asP7+DJKO6bzClRRrH5N88Z/G1A9oBBJNR3x3RHtSkT66ZfWlC9v45uycJ1ijanYL02tI/7ZhNU9oMxF6B3x1glh2isfhUgYDx9+e045TVayMEkvzCojcdvecbyoMMt1OweXOP9LpDWIdfNmRPZ9hhQvm5A+p9hZkHqqOU4dsb9LJF7WbkZx3t2NBNDEF4bKaQLtANBPW9PvmZoxuqaINWdqzvZqguoCyYh2tmXxyTXrXkLzZ4KWjHJjq1BI/txUSF6wcGudjQf7Rh87kdklZT30hwRlGctvQWgdmDFL32NIeSdqLJzpZ0CWRvncFugRN7TP/VOZtX9lhPcrwKjP/Fuyx+/Ri5kISmZf3FfYRS2N2CZL7Ca0mYDkmWDUhLN1AEH9DriuADlBu6u3solxGWDXaQoxCEtkM2Fi8FocgI40GEAJqAMBKxWEPwiKsFot+DxEDdxJQMCdy7iTi9jPi3EMjDfcgzwvOXSBMlPsL7D9cBISVhm0LwAQb/oYTAe/7L/8s/5Ut/7s2f29oF/KmMK/+U64MUgp9kXf5RtQP83U/yAp9tcp+whBCxk4tXPuzoPpjHCxW9KkNVE9Isxuh0FlxkXIrWwmgYEwikRHwsuUA4C9JHQbgxULW4IsHvjeHsGmUMoW4J037cEKVESE36bIYf97HDDH+5Qj25QKMw8wbpZUx0rurIDJOe/IcnIG7Qe1njEonY1LQ7GbYnSWYdehVwmYbEYBNJft4x/7O3CEk8xXfjFFV3lK9M0KuOze0U4Q2T/+I5VdFHXWyYvhvQJCw+v0Px/izqxa5XNG+OsElBPY2dG0bigyC5sNEWyUikVNiBwllNKBKG3z2jGafoJ5fINEOvPcs3++hNIN0E8sczljfH6MWKVI1xQ8PsVw7i5phL0qsa2SmkjbExPtOkj5bYLsDhmMkPFsw/N8D1E3qnDqUF668dYVYtIjcktWcjHMWPzjC1o77Rp3x9j3wjUdcbQhewAaqxZPLWgmo/h8zQ9AWhdQwfLvCpRLcWhkPWbwwZ/GhJfaePc5bxWwvmX50SfKB30aAGCdlFQzNQVK9MEauG5ef70Wh7DstXoyC9HSlcOsT1U0ZvL1lXCc1RRnbSkV93McdvrBBSIUNc9EUTYl5a2aGCRgdD14fiZUObOYKU1PuSZppw+P95TjOQTNqAWNfUx31C2aJqS3pWI5cNzZfHCCSkBvn4HP+rI4TrGL+9ppwI5Lym//iMzRePaXdSyvs9uv5Nso1i+lZFKx3zv/ImHsv4d89Zff0YmaRb5xBwdw7odjLUrKTaTyker7D92H1bBXptQQn0289wD26gd8bIqsEbhRgUcWw4X0NZI67ndG/cRj86g6qO8gBr8aN+hA18iJOVxRLaFjFfxhSCTYV3EXuTAKNhlPb4AIKPbL3aFpHn+LoG5z+K4NrGchWj4uexZP2+Er94KQT/+N92CsFnmNzPUPt3drZYnIuMykB0O+n38XKbnaMUYbmMQakQtTZdFxlbVR33xyyNP7MdoW2Qzsd0guEgxoMIiezil0V2Fq819pUbSCQyCHyqUfNVxAGEQErF5ssH2MMB7dGEdOGwmcApj0LRf7iCVFPfmZLOHV2uqAqPDx2idYyfeLQ329fzqKBJZIqqHEEFRu829F56pAvIMlL9255EloHkylHeLEjmjm6a0fQFsy8NsUX04qSsaQ4zpv/NU/IXG0QHwgEEiqclxdwT+inNSFJ84yHV7R7lF/epB4HqRo/usMf8f/qA0MsiSUCBLi1tBpd/5VXKWymbr+wjbMBpS3tQxEy40rN6fUjIDW6QQxCkaw+9DDdKolB+msKmpu0HyhGIxtEc9CKjrvas9xReCeovHFG/foQ9HCCFwg4Mi8+PaHdzbE+QvJhRjjz1RJE9W1EPoL5hKG/1mf3KIc3tIU0OYlXhU4m6LtEbS3XcR20Cg3dW0FjEsqYcBbz2yNLiBynj768pb/dodxIIkJ92hNRQH2YxEidXpI2k96zFdFBPDOsDgc1Adp71ocROEhQG0VmS0zWbsWAzhno3jmfHP1rT7CWIYOhdCla7iqu/eIzoHKYKaJPib+7GrilJsXem9B83jH7vOurQ+jnT376keNTgBdjDEe7WLtXrh7jbu3R3RiBg53srBm9d4UJNejKn/+0TQmJY/MoRzXEfCOhGRNcf60nONoTgcaMEBgXCejavjiLO3XWRfTwaYF6u0Jvuw5GcmxSI1saQ4b0xvHEP8+4JomoQwyFhu7mpNCOcXkZHk1E/4nBCEtYVEPCCCCMMeh9i7nhPaNpo/iCIj4W4wbVtlCRo9bG4HcHnf/ONT2uJ+sPrp/Wt/BQ3wk+aKPCzPOazTe4T1uJqybf/2ffjla1nXYCYIl3V0HWEpiYIUOMhMk0R/R4i0XFE6T3IiNvRtpAmsDuBw118nsYRftXE5zu9gOWagMdNBrhpP4Y7agVnM6ha/GKFVxLKBnk6Y/BvXtBOerQ7OTaVIBXpD0+wtkQ8fol6fk363jnyO+8QmiraizWW5MUC7x3NSKGfLyjeX4BzLO/3kFWHagJ11uHSgBCS+l4f7y3Ft1+grldYE1i9MqSbplRf2KP88jFBxQDM5RsDkllLd2PI6gtTRNMy+dYVZt5FZmbbUQ9gcVtQHRlCmqDXHXpeIZ3Am+goM/2XL+BiRji9jBjOJKH3ozN2/s0Fo4cd2UtLvWPonXSIuiF5tqT/skPYQEOD+t236f/ec2yu8Hm0EHPOYhPJ+Lefcvj/ek527UguNshNS3s0YP71Hsl1y/DHa9ppEvVgnSdoiVpb0gpU5UjOS7rdHs1xj3bXcPWVPv0fX+H6mvXnhgzfWZOf1rQTTfnqgNUrA5af6xOUxzQBtWm4+tVdXCaodyUEj/YJ2it8ImmnKV0ucEnAXFuwgc2hwixazIsZ3nZY6ZGVjanqAeqDBN9UmHlHsox2bh7P8MdLhDZMvzNn+J1TVBm9R0Ggr2t0aSOB6aiHDBLfS3CHQ7hYkD2vcZlhdSehKTzlgyHrL+xS9R1mtiFkCjLN5mZK/uML0idXiDzFZgJVBZKZY31vwMVvTFjcNrhxQSgyzHXD6J++izi/Rtee0FnaocTaLuJpV5tI1kmI5s0a2lwi1iVdYXCZRpU17uoKR8Rvw7hPt9NHWIecb6Jr0I09uH0DnIsp7kbHRitL48Sls3FDSwzCOUIIqMkoTkKabpsn5whdF0eUgOj1kFmG3EZvQcTew9Ysna2H7f2ft3wAAf6nvPyPqD4bV37CGkz63Hr9Bs/ePvlwXCnUljnp3DZOp0MnyRbIDhGTMwlyC1j7qoIyoLIUQh1Pe1UN0yEsyygW7jrI0/j4VQ1aoh34l5fxC5QYwtGU+i9/heSiJJR+Kzi3uGlK+mS9Dc+00HUoJxG9gu7+LnI1xCUQjCR/tkTMI4MwLFeIWUtzs8BVMTE6mTWoRqGXHYNvveTqr7xCfmZJ5oJgBc39Ed1xnyAC2ZMlzdEIWYJuBS4zZM839N+6pHr9ANdP6SYJQlUkZyWyswzfsYDHa8/4rTXrewUosIXCHUbRd3NrSPHWGfWtIe0vH2OCRi0awtNr1nd69F60hOAxUmBermgOeozeqbj85QnhcYlNoHh0QXt/h7TR1LuSoCW6zuj2BelFw+rfeQVVWtqxRK8V7W4CQjB4ryS52NDd22P47VO6vZz+c08AmpGkEwHhO/pnDoqEcB0QtqWbGLrjEboMFM8trpfghintjiC5tminGP3zZ8z+7DF2x4OImJ0+X8HOlPSipjsq8MHRDg3SK1QDdiDodg3eSEQA1QKDPl0i6YaKLgezcAQlGX1nQShLVE8xfNfTDDo2r/RpZItiSLdjEAMdJRjP17T7OWbR4qSiPEqBMSGAU56mD5N/fcXsz95Ct57eoxrzu++z/kufi6NlI7BlRdszyLaiuj0hKIGymurA4PW2Y3805/o3b+AGkt73lkiV0Uw1soq49vC9mu4ow2ws6ioG6/LiAjMckj9ex+/X6RlK75K/WBNGfdzdKdmjGT5L8HnE70Q/Q52v8f0ML0A9OUfXLX53CGmCWK4IR4d4AfpyiQwQ5ivC2RWiX0Rz5baJcTsQtXIhIIqc0O/B9Szi7lrhV+u4oZm4nEYDiCgliJMcwWCnz4Mv3/30F6yfrF+8ceW/9fofVSe3pbD+lhDib35MqPinWlJK/sxf+9X4YfEfuJ5sL4mJpznv8U0TNXPO4edLwmwedZghxFiPto1OKSFEssmoT3h2hqsbfBId3+n3CMagkKgqjh65sRuxgFEPoSR62SJP5+izJepqDQcT0ierSHN/cUooN7Sv7NHeGrH68gGd7Mh+9ALftYCiPR7jvngX7t/EFYLR713itaAbGoqVIHnvgnKqcCn4QU5+GRBSYVYddpxS3xqhlg5ZB3ozg64C+cua/N1Ldn77hNHjBjXZoc2h//4avfZ004LN56ZxTOgd6XXH+AcrSBIkiqt/93bEEZ0nSIFXxJDLZ9dM/ttHqOsS0QYSXdDcHrH82h6yC8jrDW6Q4jKJE5biZYPLFPVhxuVvfZ711w8JPcPwO3PSywBljT5ZIKqW/Nqj5w2qjkSC3suO9LIlnXXUd3eopop6N0XVEqsirqe8RPhA/9EaiWBzlNMloBtI1p5s7iielPhM4XsmumcEjWgD2bMVUmkGb8/QViLLjmTluPwLR1R7Gq1zugJmX+3jtUTXkK49+//9Al0JzNKRnbZIB+1QIl9cUI88NpOMf3BN9nzB+n7O5V8+pk0tblKQPLlCX1csfuMm9WFG14fN/QJVOerDjGpX041S6l1D/vaM8Q8WqLJGrRtECLz8q3ep9gyicQilCV97HdlZbC6Qm4b1n7mHG2jMszn584pmJ8PTsfMvnjB8b4OuHL6XIlcN2bnF3dyl3k1QXUAKjdjbIbneEIIlXXakKwd5TntjQGsCMonJ2/bePslZBTLqBlVpqW4PqB9MEbWLxK2qxaeKdi+n2+njb+wiRn3stEc4v8Ibg1cCeb0iaIU7mMRoJwG+62IQ6mBIyDPCconsFwgpcHWNv7yOsVpJEvVwIUTs3ZjIpJbyo7Gmi5jc6nrDZln+21iSPln9go0rP436xJucEOLvCCH+/B9y+x+47dOsbUjf+yGEf7yltT4QQvzWn/br2M7ye//irfiaW2eDOJeXUTcTAnLQj2PHtkMkBnmwHy26AKEVcjqJYtRtThV185GPXlVFuYEL8aToLLap8cslAhlzylJDGP7/2fuvJtmyLL8T+21xtOvQV+e9N0VlluyqVkQLEGAPxmgEbDgkAJJmfAOI+QAcDmjG9wENHwBmAF5oxicMQT6QM+CwuwcNoAWqUV06K/W9eVXoCJdHb8GH7ZlV3dNoVBaqq3IwtczcIsLdw90j7Oy99lrrLwp80xE/myNGA0SsIImRVyXkMd2NAvPSASofQpEhFw35OxeIxlG+MsWMNd2OxsRglcfZnshndPcPyE464qdrettjDoak1x2qE0gdBwrDiyvUadB7bA8S+qEgXRjmXyjoRpLVZxL6nZTrX9zFFjHdSOOKmHTtSC86imc1Vjj6saa6mbL40h7V/THNSIW/2wuIJNJLTAG6c7Q3Z/RfuMf6SweUhwr15BS5bsneukI4aCYKkyv6cUQ/CU7b6QcLoqVFeEFxZZh97Qp9vEQ/vSBeduhljbrcUO8p2oFEFgX6vAmz0MaSnVREqw4vHSaT+OkA0ghRNdT7Eet7MXEXMf/8mIsvjmhmGrObBZh9bWhHirgN6jdWefS8oviwZPpuTbMbfAd1L0g/XDJ+a4FaNSRXhmRuWd/NMYOI/MTSTyRWBJIzdTDtVE4x/sNj4ouKPvH0Lx8yeNyx+2bD5ZdmyMaRPasYPvNIo1jeEpT3C9SqIT5dIssel0d0OxpbaHRlKY478rfOEBa6WwP08yuiFzXxt59jUsX4mUW1sLmpcX1LM5bYIiE/95RfPiL/1guy751iH95gcz9n9PUz4uua9mhEM1Fc/fyI1WsD4tKB8MiqDaIEQhJ3km4UsfnMPsOTjj4WmL5FbGq8Erg0QnUeaUB2jvR8Q3NYED+/Jvnec+JHl6jrEndjSv9wB982qHVD+s4l6VvHSOvxbUf8zUfIVQOjAlF3SKlDtXW9QmzXrpxNcW2LtyYgNQZFEDNqWkTbQd8Ff8c+EMhVlm4F2l0Qa+77AEaRW46cUoDnyfee/7i3o08WH5HBf5jbf0DxiZPcVi367woh/tafeGguhPhvhRCjH89H+8TxiU36fpR4+6vv8/a/eT+gqj6q5gg8GZGEmRq9wXddWCTOI4xBJgkyTQPVIIkRQgWYsQDbGxgNENMRsiiQSQJFhrcG+9IhYneEu3+EfHEBRR5QXlIiWxPmc97jyppe9LhcEzUO2Xv8sKA5yJBlR3weUGmDN09JV57osie6qNDnC6qdAAJZfm6EGyWYQmJSib5Y0t6d0s8SRr/1Ls3NIT6WyEGO35vgiwjVC7JrR3FuSV6UDJ61DB41eBdRHyUsXx1S7sVkl5bNjRSj4fLLGdFFhXTQ7sdY2VPejUB59NoRdYJo5bAa5MKSzD1xnNIPFfXNESJOufxrL1G+NMTvjFGNQ0jF5ZdHtCNF+myDthFRPiSrBLPvNlR3M1avj/FSUH/xCNk5+t2MtJGopMAUgmYg8LsF3V5GMxXoeUN9Y0Bzu8BrgWgsXQrLr8ywWYCZq9rgU0l7I6YbgtOO5OmG4qxncy9h8TCh3Y2QSrF5ZUy7m9KPY9IrS7ufI+vAmVu9MsBLgWo88dwgraf4sGTyrSsmb3b4RJI/b9A9DD/YoCvD+vP7iKZj+J1r4u88R5U97UShGosYjbB5RLRoSZ9cE7WS/s4O6y9OqV8a0+wpZONILjw2UTSHGav7MeVn95GNoTmMafYSmtemLP/Ky2hiTOxRVyX5cUN5Lyc9LvHSIbxDL3vaVw9R0x18pIgvDXaY4KqezRtTVN1x+NvX+CgiX0mi0rN+GAxeRd3hnp/ihUPlRWj/SdAoXKpY//xN+mmMGUiUUKhFRbdbkM8NTEY0N0dEViEtCKlI373EHIxpbo/wxiDSNIyj+i7M0QYZygoQQU9WOI+4XiKaLlRfqzWMB8jJGGF96MRsNmFtWxsoQHkWxgZmm8y2LuF4H6pApbYiEWK7P0j2bu38uLejTxzC/3C3/5DiE8/ktkns64Sk9rHlgff+G0KIbwD/CPibP96P+e/8TJ/YpO9Hjc/+ymvoSGFaswWRBPCJszag8awNfXvrApUgDlB/+j6IpKjQchH4sEB6gwR81YZZgalxVY0XPpzaywZ/scDfPwqV33KNLzLkxRIAk+sAahESl8VIQD25ROwEh2wRR7hqDnlEtGwhzzGzAcn1Cv1shXeW9LxDeE98FuENRNcV+nyFqA3FW1c0Y8XZ/+Y1smuBUZ7saYvVHfFigZyXlF+8wWofVOMxuUC6CM8a1SU0M8fO1yoEEjuLSFpJ/C+vkDrC1RWjp2fYOwdsXo5QHcRrQ4cmaTzCw/SffpfL/+QBUuUBBp9AJyG/9FhnSXuJWPdUNwOROnm6QOqUel8Try3dSOKsYfrfPad6fYflr9zBK+iMRRGx/NIBqreYiaI+UgzfLpGVZ3JSY3KFWrWMLyrW9weYcUQzU+TPW8wwRntY343InpRUt1PS857iyYb0vMWMElwcpN5kZxFLgxkUUET0Y0905ZFC4TYdLtWgIjYPYmziia8FO1/fQJaw+LkCUQWOWxbHSA11EVMeKvTCsvz8DtJJonWP3vS4zjF7b8nVz03wIt5W0rfILy1GW/oiQZZdoK8oTbr0LB5I0muPT2PiSmEjT3JpqF6aER832HFKkwi8UhRPe0bvl2Ad6dMFVhuWn98NBrZyRJVJsu9dMPywx97aw+wL4qVl8NzQjzXNnmZ9WgbUrQA/jNnsJKh9TXrSUh1COhnS7uasXxmBg8kfnYGHblyQbjrMMEZ5Rx8r7E6KHcWYZQ1xRHKyQmY52fdO6G5N8JHExMENwO9PkOsaehtMiJOYfneIevtDSGL8ZARblRM5HARHgS6sDT8cBGEHGYUxxMlZaFlqjS+rMJP/CIjm/bZNycfyIfe/dI/dm39SmP+nEP+BJbAfJn6UmdxvExSq/ynw+E9UdP+GP4fE8kPEn2nS9+N+s9d+/mH4ZkvyxNrQnvSBAiDjKABS4gihFT6JcYCdL4O+pScsIOuCZYlSyDZAoX2cIFWEbAwc7aC6MP8QzuNHoQ0qTQCF+CRClwZ5vYKXboQ2y3SArSqcs1RHKbJq0C04pVh+5Yj1KxM2t1N8lsDuFLM/DqoPcUJ01ZG8f4HZH7N+44juwQyx3DB4+5L8xCCu15iJ4uwv72D3CuRsF4YF+9+qSK86aHrG//oFwz/4EBGnjN9pGLy9hDxBPT2lHwi6saR+OKa+M6DdTVj+2j3MMEIaQZ8L1vcTbCJoh4L8nSvq+1Oyd+boq6DzGS1aXCKCALGELgtE+2hhGL69glSQXreI3pA8m1O8vyI9bcB5VGmRCKK1QTmBUJJmV9PsKISUFC8M3WFOd2NAN80QHajOoUtD+nwFzjP99pps7hg82pBfOZILg5Yp4++UZKeGaNFjCoWseg7+1Zrxoy4kjmGGEB656VjfU5BAOxbUL09xkQQP0VXL6M0NGEdzmFDnnvjaMHh7zvg3H+EjyeLVjM29mOhkg+gcZqCDGk7VkhxviK9qVq+Ntm3kCJtL+hxWdxXVkSY5b8muLelK4ITHJDB42qMua/AhGeTPSlRr8bMcGUWMPuyI1xa8wEwyrr40xk4KmttjRJLjpUctLTZxDN9e0R4VqE2LX67Y7Et8LOn2gnB3svCQacwsIVoDXiBbQiuyM9QvZQHcJz3dfhK6EkmB6hXZ4zV9oVFK4YqEXhj0vCL92hOyJ0vyrz1Gv/UMvynxeBQaxgPEIsxMhbG0X34AcYSPFWYQQxJBUQRJs7KBOEHs7uCVCOIOWRqQk2mCGI+QaYKcjGA6CUnNe/xHvnFyO5f7yCkcgDCbe/ztJywuPpGh9Z9LfNoquT+lI/hjjx8FXfmAwFLHe/9PhRB/Wwjxt7z3/xi4T3Bu/UnH5E+570816YOP9db+DwB37nxyWO94b4SQf/xQJKJtb18HAqhM0++f7noTVFGyNLQ5ehOgxlv3At/30AYfM0Y5VC2CrWRQ2+FjjWj6cGoUIriLzyaB8BppzF5BH0H6dImfFKgowjWGye89ps/jgNprO4abhn42wE3AYeDFnDgvqI5iqp/bZfCdS3wkiHpJeSOlvpdQfFCRf/0ZxTePkWVHtnQo46l3UqQBc2vExX1NPxYoK1nsjhn/N98jeusF9edvMX7f0+61+NtHOK0op4LsGkwi0JVl+ttP6MYaWdwgf1phM83mjmL6X3+A2Ztw9VfvIqxDrxzZVUc70QyeW+qjhMHjhnY3ohv0xOsOVVuWnx/T7BuiVnL587skG4iP14GjqCPiy5b4quT6yxO6sSI7t2xuSYZPwIkAdMkel5hhQn0rY3Dcs7olyJ9uSC86omVHX1g0EWLeomKFi6CYw/WDlM0rBfF1j40c8aIn3njyd69hNkZVjvy0YfjhmvJ2gR+Ct4L0uMIPHdmFIlp1uChi+VKCNpL8aY0ZxhhrSDqInjd4rYl9RrSwdGWNmcT4vqNtV3Q6YnU/RpoOM42RddAfFXULCLyC9M0L7MMb5I8q5NMzNp/bgzSiMxHR8ZzoecnqNybEF4aoAxsLuplGOEczEfibmsFTS32nQPqAMJYqyKnFJuL6IGb9pX1ikzI4s+jaEJ2sMHJIstzQjSA5a1FGUt+MSc4NgoTIWQ5+Z45cVbAXM/vqFc5a/LrCDjPUYIAzLfr9U/ztPbr7I6JHS2IUnfTotgcp6PdyXJYS1xbReaRxiLqHKIarTZC9yxNU67DS4vcmiCzBn10jowgfaVhtwAuEdZAmuMs5Mk9DOvOh/UgUaAJojYgCZ89teXNE21amDfqVaZ5QrWqmP239yk/fvO3vAP/4z/MNfpQk93cJ7cj/J4D3/h99lOjCj/4/+3F+wB8yFvzwJn1/TG/tK1/5yic+t/zh//ebbJHBiDgKd1oXBs7OgQ2+aCJNw8+9CZWYcPjVOlSASYTIc/x8EXg3XY+7fYhoOoRzQQi27RFJjDIOcb2BusFNBoj5Gv3hCc5ZeOkW6nqDSKJwWr1Y4wYpsmlpb++gyx7hYf3ykG4Ss/v756TLnnaWY3cMXgr0VU162iIrg480NnIkCwNlhBskrL9yk8TosCGkOcJbpNQ0iWHy7WvmbwzJ3yuZ/4UDbKzo/8pLxGcbfCrwsSY6C7OkoquoXp2GqnBdIuKE9u6EzYOUydslAoWJJPnTPnCcPnPI8IklubTUO47scUlRWxZfGBKvNT4GmwicjDHK0+9Ihh/0gT9WWaze+v3NBvQjjelb3F5KU8SM3mso9xOao4j01CCsoC88zZ4kP07oJxFWwXomyOeGbhhQmt1eii4tPDnHx4p+f5/kssVJT3ZcsRkMiCvQF2u6IkZ1kmovw+9I5LWhTySqMhQfLGhn+0Slp/rMHsmTBYvPj4hWKfmlJSv7oPpf9pCnjP7olPmvTWlfHiCsQK09MtMB11A5VG2RjSH+8ILolYLs1LJ6JSI/NUQri1q2qMbQPtil/rnbRK3k/Nd3mL49RESOdlcTeUn5yg7tbsb0X16gshHlgcRHmvETg7Cw2RV0UlDvKuJLiR14suOWdi/BSUE1DAmgmSX4yuM2JfG1oTlMMGPF6JlByi03bblk8Dxm8XJG1BuM73B7Y7pZRmwl7bRDkqHLjmje0IwHxI/muCSmn+bE5xXdNA7ehr2hT2OiZ1eIzpMfX+KlwicKkSS4IkNqhex6/PEF9tYeTAbI52egY9y4QBzuYJ1HLjYhmfV9UDtZLJC3jgJVaLkOZPFI412o4agbRJaGfcBs5+Rb0eaPqr1qVfP2V9/j5sOfonblpxM5+eWtCerf9t7/uZS6Pwrw5B8Cf+8HASZbWRbBT3gW9wPxSUz6/r3i7MkFfd2GAbMIHnLeufDXb/UqhfPh4o4ixBZxiQ6+VL7b6lw6HzhA1gRfuThCNA3i5CJQC/oeiQhk8KbFpXFIfJ3F7I2w0wF2OqC+N0KdBRi8T8Lm4RV0BwU2C5WizWJsqklOS0yqaEYal0hEWUMa0d+cUe8p1Nkc0dvg5/VHL8i/d4qPJXYnJ+oVqzeGiFjSjgWr2wqXR9SHGRQ5djZg9DQAEOxBQf2FQ5z11HeG1C/PWH5+ijaC3d96Tp151q+O8c9eBD1OG7F6bYBGE1eCdOVR+4dEC4M8L7G5wuUp1Wsz7LQgNgl97qn3NKLpUJUlf7RAz2u89KSVDJuVhehkRfrtF5QvFWgpcB50PMBvagbnhuK4Ry/70EqdxahGsLobgbMUzyu6vYjNg5zmZoE+rbHCEm8cdlbQPzyA1lDvK8o7GevXCqQFG0MTA0WGbiz9zQFRI+jvFKxeHXL267v0OwWD4xb1Yk70wSmrV4Z4CeWdiOsHgs6U9JEn7gXaKnoZrqn8zFJ8uEY4Q19INoeSfiTgaIY9GqM6yBcRNotQPRQfVsTrlublHWRa0EWWLjJsdgV6aWCxJnu2JrkyRPM+uDbICCESnBC0hzEmArVs2OyCqEp8KtArS78rUKVl9O6G4ruXJNeGXnvwgqjxNCPL5vNj2h2F7gKBu5pJXCppjhKufmlCeSOGtg9V9DCFdRkcL0YSs1ugW48YFoF8X3eUv3CT/k7wqcsWluzRCu8cet3iZwXNl+9gDob00tPf3aE7CknTVRX9KMXowBeVrUG9+xxxNke0PXJVh3Zl3eMvrvHzJc4EripxFIjgVYPIM0S+BbLUdUhmcRzcRowJiGshQtvy45OwZLgz5Nf+xi//OLeiHy0+fRSCv+69/5vA3/zzal3+SGRw7/03/pT7/pEQ4pEQ4r/03v+f//0/2if6PJ/EpO/fKw7u7jHaHbK6XH+sSyfkRyaJfus1BUQRKtKhO9B2MCiC9FeeQWfwpkdUDX40hOUGOShARbjbB0F2yDpYlFC3CGODMHMcIa3FFiNE71FlTf5sg42ClYe8XOKFRzhNvDC4rkOWLS7WyNYSry2ybElUTD3T9DsFzY2U4XsLknPJ/Nfvki1AKIGaDhFdz/B33qN+ZReXz9j96honHOnpkuaNm9hC0e8V6PM13W5CujaMlrA+tFjf4zPJ4rYgOXOo3nL1izPSx4rmXopXUOzPsPdmRL3AaEEzgvTFBp8ltHnYEM14xPi9hsRa2v0II2qczkEJ6pli9lvHiLoDK8gaT313iF52yHeesPzVO+jEQZ4w+W5JXwgiKUA5Iqeg6sguBbq0nN50jN+z6AauPxNTFREYGD+z9F1Fd1TQ34npphGyabGDEcXzBjOMMErihWHw1FAeJdQ7iiieYiLBWhekJxVRKxDLFtE1uCJGG3CbDuEEm1mEncWojae3sPu9Dmli7NU1euOoX0lo/vJ9Jn/wAmEc5mhKuytp9gVeCbqRwLeGoZD0Nyf0EXSziKgC0fVc/sIUJST1riZ/XhKfbGhfu0nbL3CRZH1rgE0kJpfEVx2j75xgphn1ZwfEC0+y6ok3W7GBYUHxZokbZqhrQ/r+kvJmSvEv3iP64n3mXx4hO4ded+z+83NWdxPaBwf4uGb2h5c8/d/eZvyNBaJRIBTtVJI8W5P9/nu4L79KdaMgO6tRq57VqyPasUSUHntY4IzHRpLYCIp357gipX95D68E+rpEn6+xSaii1PUGpyRqWeIe3kSvWvreghLYw8nWCDWH8TAAvzaBwiOzFDcNpsIc7iIuF6jhEF/XoVpzDr/e4LsurHutAzAFCLY6BNK4EMEg2Tk8gvX1hsX5kr2bP12E5acNObnFdnyUP8ZCiP8c+E3v/Td/XO/xY1U88d7/NgGY8tOIP0+Tvj8WbdVtncAd2O3srDfhgk8SsMFyx23bGmJQBNPUNAkITOeC60Dd4DZlmAMkEaLrQRJ8vOYlsmlhOsFdXiK8Be+RvUG9uMbj8NNRcIJ+4xbeWOr7I5K3LzA3xqRrD97Q7maYoSabO1wSYw/G0PXExyWKBC47FBHGGEZvzWlfv4koW2wecfq/PGTnX12BtfSRJV21iGGMnxSB4Fyu6MZxaINNC4bPG8qbGao2FN87Y/kXbiI8JIsOUXnSpyWD9xa0xz1y09C9tIsuTdjIX02pDzWyjiHSmIFk+K1T2nuzMPcYD1FVz+a1MS4TOK2ZPHLYowlq0VFNI1QU0eeSOlEMnkSojWXz2ox+2jJ6XGPSlD4XyKqj20mI5h1dIWhGGmklydkGW0RMv9NihaOd5qhNR/Z4jjlt8MrT3p4ivaKNwSUa3Xq8cqjakz9vkS2sPpMzeLdBlh3NUcbmQYE0kF1Z1GWP6DybvZj4qsTvD0m9IHrcBwuXKOX69ZTRM0u9v8/kG9dEpUWggifazgi3NyK7rChOLlnfH9LuxZjdiFW+i/QavCM+qTE7KdWDGYMnDe2OQwrBxa/vMPk9gfIGPZrhupZ2LyVedgye1cTXPZtfvoe3nvUdRfqsofeG818Ykjze4CLJzu8fs/qlW7SzlPLzO+jG03zlLmI8IL7qGf7eU+zNKdZ2ZJsB0YuOqIcWOQAA6SxJREFUZhbjxgOG31mxeXXE9J2O3e9YqqJj8O1TukmG+u4josHL9BFYHOnckT1vMVpRPRwRn9YUZz2q87hIoWqDXbf4qkbON9hhRv/SAbLu0O0+bpKjtEZuWvxyjWxbxKDA7g0RTQ9lhZ8MgxWVlrhEIbsOaS2+N/gPXwQNWcC3XVjnxiC0DofOpglz9221tlWtxRsb1vj2Z6wFIajXP2XTVPg0tis/Du/9Evj7QogvCSH+j8A//NNamEKIf+C9/x+f1Y73/r/4SPGEAID5t5n0/XtH13Yf8+NQMth9yOAOLAgO81IrRBzjygpZFLiqwhuLKnLwDo9HJDFya7PjpAhmqpsSVlU4MdrgNC53d/B5gl+XuDhCSrmd9fVwskZ3BWrTbUUWDEb7wGk62VD/8i1wnviDFVJrpIHNwwnCeNLHc+K5xzpHv58hvCD7V++w+tV7XP/GDoMPWuwoY/HFgsH7hu7zM1ymsEC3r8hfjNDXC5JSMPp6iUs00VWN8LD6Sy9hpUP0nuyDZZi/7Sas3pggRmP0vMHjqfY0AkG06sne32DHBVEjMDjk/QPisw1CS1j3uJEke1EhdUY3jagmjtTGKCPx+zm1tpiRQjhJ7CPi99acPhzQzjQbn5N/4wU+u0E/SagHhnjtcInE5gqvBOVRRH4N/TAhfr6iO1JU+yntcJ/qKGX87hoXKfRFhUxSfCzpAeEENtPUN3Ki2jH5bkU9kfhJQtw64hXYRNErhxKSzcsDXKwwk4jhicPhiE8qEA7upBBpbF8z+Oo5x3/1NuNHBtV4Nq/s46c5Ltsq7CuJS2HwpKW6qdn5p29S/oWHtDcKsg/neLOPTSFuJPa6Q9aCaAXlZ3eI15bi3NIlEtVYbKYp70RUNx0mgbhSDN6tQIKUivzNNeXDEfnbc9wop76ZBYNNBdY7hFaIZYXOB9Sv75M92+APd2GzoTnYwTjL2a9N2P3aBje2rO5EzP5wxWAhcEWOHMVoo+jGGtVHiIsV0ekS9/wc+/IRybVBLkoUGczXCGex44A2tntDNjs5ww+WRM+WmL0B9Utj0u+8gDwDHeaKsmwgitDH1/hBjr9zGCqb83kQfrY2CKsv14HfGkdBUD2KcNfzsL51AJjJNMF1Xfh97wJozFq88cHvcGuh9fE+4T1vffV97rx2689jS/rh41Oc5D6KbafwG0KIf7Dt0F39wMM7wN/gf6x+cj+kSd+/V7z/zcd4+1GCC67OnkBG/sglWEiJazuUDlWca1rkYIC9ug4nQuchcpDnMBnizq6QMsNlEq7nSO/xWYyfjfECxLIEJZHn8wBuuXcTLyVCK1TT4z44xd/YA9Mjrlaoh3vIrsMLT/JoQXtziM9jvJL41gf36Mcl4rqke7CPizXNTBFf1JhffEh7oBg8tYyfGla3FMU7wQPPC4kyEuEd0TOD947u3pTi9y9ob6asb6dkl8FdvHh7xeqNguwUunu7+Kph89qQaJGiK4fPtkoguSA7s+TvXGKUw2UZbDpSEVHfymgnY4SH7MKSX3lwKU4HvUinJKr1dJmgixzZhSP++hnNnSkoRXtrzOCFQ2x6pJCsvnxEcdbTRwKSIBdmYxGcs2uB6AVmFOFiQXV/hM0V6UVNP44Znlqa2yPUyhLNK2Tbs/7MhPydOYwGtFNFeTNm/GGHS3zQhaw8XSyQBrqhYzi3ZI8uobc090aojUE9uaJ+ZYQ8jPBak173VEcpzVGKkTnp8wppEmTVM3y6pHeK6y8MGLzwOO/pMk2fW2TrqN+4ges68g/B3zpAnswR4xThJVpo2v0YtECuDencInqPjCXpd0/w+9MgJ2c8qVRE65bqRo4EdNXR7Kb0CZjc0+xqhl+/QGQZZhi0WvPvnrH5/A16bVGFJl71mN2Uy798M8ypXOCPVVlPdiIoekd7kJHVgd+obRA9Hj6p8VdLTOyJ1w5zYxeMwZiGLB9ivEcMYmRrwBmcihAeXBrhBMSrFj9OMVIH7dfFBj8dYd64g3znBdJZGA6RmzrMvvcmQUnG2iDC0HZw5wY8PQ6O4E2Lmy/CofMj3zjn8U2DTJMAbFqtw4FUyiDrB0H7sjcfu4LjHT/3lz/35709/ZkhfDiQfdpji/f4vxKQl4/44+j4CZ/QGfw/KO3Kn0Q8+MI9fu2v/xIoFRaBC6RPobYSPjbwtoQN3lz0JrQ1vEOOR8GJQIBH4jclnJwHuLGS4cTpHPbyCp/EgA9QZinBQffZu9iXb2HGOe2NEc1BgRsXuLuH1Dcymlsj9HiCaAxus8Hd2ae5MSBatuhFQ/T0isXLKdI4zDimv7+PbCzpRQNA9uGSdiIZ/OEZvW3olUUgSC869MYiVg3rWxDPG7qZIjtrSU971p8ZsXyYkZ8bVGODvUuaomtPO3CUtyPiRcf4uytkaxm/vSauBLqD/HnL6GmLKnvswYj8tEZFCbaIGb5Xkb+/YvLmGpN4mtzjz65QiwZdhxmR0BF2luFTRX0jCBn3s5TqlR28jhh875rkuieed0RGkZxtmHz1OdN3a8wwQjhBFwv6TCK6nmZH0k4ldqwZvbUOB19jMbGgTzyYjuVnZ9S3BkRLi950+LbDxWASC4sSuWpJntYMHpVEi5po0zP9boPRUH3mCL8zJF6Fg9HqCztUdwuIEqLSMn53w/5XF0zerYl8yvQbC+LL4BbRPTgApcnPLPqqopkqBs8a8qsOKz1RJ4lqMKOYJrfYOzN0aQO3rHU4bymedkQN9JmgPIhw3tO8foR3lvjZCqU15e0YG0v0JkDylw8T+lmEsB4/G1PenxA1YMbh4JT/9vfwStDeTFEOZA/9tEA6T37cM/zeivi0Ib/0rL+yw/KVDB8poquacmgxqaTZT0EITKYQg4LEBoHsZj9Bf/cx0bvH2L5FXazRncBnSXif3SxIhDnwyzW2qXASkuMVLkuQziNXJfLxGbLr6Q/GoareGeJu7ODbDrmqkKsScb2E+QqOz/EInHWBK+cc6ugAOci30n0EYMmWLO6NBQiUAfg+R05u0ZUCoixmvPfTEoP6gfj0AU/+WGzBJx8SQIx/3Xv/0Hv/lR+4PSQIjvzQ8bMk9wlDCMF4bxJaE1sZH6TEGbNFVQpUUQDg12tQKrQoVxt8XQcUVqSRRRa4crMJYjbGrzZwvUYc7KEO9gIvblNjd8fBcWCSITctdpjjNhVkET6NgifWaoNwhOrl9gRlBGI8wq8rxk8akos60BisR606kscrrBZ0qUddbXAK5PUGoTTD784pvvMC1XVs7uUB0HHRk30wJ71smf6bFe04YvB+SfTsKqCkO8vu7y/wscJGAAJXVURnHXEtKE5CxdfsZjS7Ma7vAU+3lyK6njYy1J+/iZ0OMN4gVjXZcYm/uGL4vMQmApyk200ov3BAPdOYQtEVPgDY2h7ZeaKlwyWawaM1faHQrQm6ltOI+iALbc2yDFZHTRd4TaJj/N0rhu+u0C6obsjaYDWo1pKsDOnG004gXlkipxg+79GtR3pJ/foB3c2C/HnP7r+8YvXGmObWgOF3z9FXK4oXDSaRLF/PyJ83ZG+e4AnITwn0sxiXK7wEk0mu3xiyeClG9D3JytHdGgftz1gGvUlnKD4soQwix95amsySvmiQcYzdzYPDtZA0I4HvLXJR43pD8c4VfaGgBzOMcImgnyhcrrF5RPxijlr3RBc1TliEUkTPlqQnPdHaMfvXl+jTDbv/7H24vKJNIVo0iKM9TBEhK0tUepqbGZuXcqqZpp8ktLdGSOtx1kLnEfMK/ewStzti9Lgimjek5y3LL8zwkaaLWnxd0z84Ir1oqL50k/bVfbKLFnV8BZGknwX5tezxmuTRJek7Z/hIIVuLvlqjqw47jLEHE9wwxU0LfJYQvXcMnQtr8HKJXFZwsIcYDLbtxe2hdThACIFbb4Ki0UdOA1kWOHHGhFvXfd99YCvs4Ld+c3zUrvSwd2uXOIl+4vvVn4xPIRn83vbrF4UQ/4ZA7fqH3vvZR6CUPyU+EdbiZ0nuR4jf+r//Kz5mg0sRtOo+4sSwRQ4nCd553GYdBtFxDFUTyN3GYherIOq6rkJFtynh8hppXVBfaNqQSIcpZDG0BjXfIDcVUW9JnqyIn68Q8xWq6kneOUdVBuc9EonwgnjV0w9kSKxaU9/fweyk6KpH9BbZW2TTsT5S9DeGNAMQqw0X/7svoClwiQCtaO5O6Hdz0kaTXLVklz1SRPR9jTi9onhcodc1+mQdrGKqhvyyJ1IJ0oeqYXOgiIxn8maF3xsRv3tC8mxJ8buPUBdL1MagG8vq1SH1boTD4Yc5za0JNg8txPTJCptLGGWoTgQ/uBiINcmbZ+inF8x/YQatQbdB8syOU7SQ+ERBZ3A397E7A8S6JH/vGqslvshQIihVmFSSnXfs/cEl6zs5/UDjmpbhM4u2CjGvqQ5j4rM10abHeUu8Cv5ycjREWI/VlvkvHbH6wj4mEqRXLel5x/rBELs/QpYtqu6JnsyZ/e45ybUj2Tic6SnvJSQXDUiF7CzpaY2sDe1YI955gr+4RFYdaSuJNz2yMSRzA+OCbjdoMnrviGtBdtbiVai4+ltD/GxCVBua25o+DpuwSzRyFVzCu1cPsbli5zefkP7RU2TZkB2vUVWDiwTdToKLFeQp7Rt3GX1Q0k40zVGGLzKK8zAL1ssen0o2b4wZPG+g6YLN0k6ETwRxA2peI15c0WWSZqy4/PIONo9pbqSsfvEIf7RLH1mkEyQ2Ja8S+htj2pd2cVWNTTx+voJYITcdpkiRnWH9P31I82CP9ecPcIMYWXb4QQ5FijIg4piotwjjEEmKG6QBNepsaEdKFXbFqgoUIKXA2HDzBAGHj2blPyDMjBABYLKdl/uP7hOAdxy/d8zVyfyntmd9HJ++Su6/EkL8A7ZSkcCDf5cp6p+G7v+z4mdJ7keIv/CffCV8s21LCCHAuzCAjqKgfScFajhAKg2r1VZxQ4OxyDRBTUYQBaUEMRog9ncQsyleqyAE7h0+jlCPz3BPjvHzoGYi4iQoqliP6ix2OqB3Bl+WxB+cEj25oJ+mdEONcwa1bhFFjk800apj/OYKvW7pxzECRfPSLnGrmP3RHL1oaI4GxMue9kAzea/FYfEKll8Y4ZSnHyjYbNjs9HQP97D3D6kf7LD4yj7kCd1Bjt0fsnx9TDMS0PR0Y4W0gmovJjnfEH14Sfn6Hu1+QfkXX0MVA2wm8M4T14L25gC3M4QsxmnoU4m0nurBkPikRhhHlwu0Cfi16Pma7uEuy187oni0QaQR8cqgOigPwiwxOWuJvvshdhCjpMYMI2wRM35qsJMUlyqi6yYkstYhWsPodx8jL1f43tDngi5xRJuW7KKnnSbUE+imCmdaRNfR54L8Wc3wg5LhsSHuFM3tASZRUHvsJKLbS9ncTYmPV8jOoJEMvzNHf3BOXAuG312TviixSoJW1Lspza08CETfOiBbwebBgPWrQ8rDhP5whNkbo9YdlC2yNCDBRo52N6W9MaC9kaE3Dut6it99zM4/Pw8IxSRYBclIo65KiveXyLqjfeMWy//5q9hI4vI48AkfrfHK0x1kXP/6PdqDOFwPI43PEtzukEZU+CSIFQsnyT+oWN1N6PZjvHTs/sElxfsVuof5l3dZ/twOxnfIZU3xoqYvBH0qiZeO8k6OljF9oTEDhZOePhXY/THe9KRzgxqNgxpQ1aDKBuE88XlNetmRnDeBpD/MEU2HlyLMs/VWZKEPB0I/zPCmh00VxBTSBJrt3NwH+kkw1bOB6+o9Xmtc32MXS1xZheQoREh4HoTSIVluxZkREhBUy5+y1c4PWcX9hGkGXyYASf669/4/8t4//rOeLIT4X31SE4D/oIAnP6n46n/z9XBRb63tvQ2nQCFEOMF5j2vDrEZojZyMg8ecUkgZhte+qhDGBO3KZRkWUVEEQdjVBntjB69UeM2dEfLJaaj6DncgibFth/Ieeb3EjQfI02vcZEB3c4wVFkYx5DFy3eKqkv6lA0gTdGUQUgblfr8tSJsW+fyc/miEHxdE10GZvdOG4nGDORhRvFdhpMMkguxpRbqTk3QZ5sqAsXR3MkRXU70+Ipr36HVALxoNqgXZO/oMqqOEvG4xOwXdRLPzZoWJFfrDC/qHByTPNzgl2BzFRJsCLz1eSdJvPWfwWFG/dkB7qBm/0we5srpF1wb91hXxekRaRZS3YvSqQ/cCvWppbxSMT0rEbIY6XtGqnsgrmttjkJLNDc3Ouw3zL46JLzvcfkz8tMMPgzRbfF7TDTI8UbCA8R0MctqpYPJ7pyRna7o3buOsI107NjdisosAzInKgLzM5gb1vGX1ypB4aVm8PqG9kRAtDQ7w6Yh46UkqR39zhl7UiOsl7jDH2xjZSvwwp54lNAcJuvKoZcngUYUrUuw4Rq0r8JLkG2dEVtHeHOG8Q/Qp+roj+e4z7K0d1p+bUVw4ugxcKohPalAx3lkGpz2rV8fEFYxedFx/dgfKislvP2L9H72GFQaGkvgkiCxLLyiebFjfFch5iWg7modThDOMv31BM5J0Q41PY9qxJpo3iOkYW8QIJVj8pZvs/4t5QMSelEy+dU57c4rIU/Rbx5i7O6jLDcIJ/P4MG0H9+hHpoocoAiGwD2/incE5gW4cplBEix5d9dhxjq8detNh7+yD9UGh5GIRuHJ6hjA2dDuyNKCY8wThHFwGUJEocnzdAD78Tt+DVPg4CbP4OA7rtO+3Rsnfn9MHaT8BDr7zu29x+7WbP7V9C/g0oisfbedsP1RspST/Fp9ACuxnSe5HiF/6q1/mN/9v/+rjeZzvzcf8OPo++Ed5H/hvzoXH8xTpW6hq/HgUODpCIHQUODedQfggrCycg7aHaQK9RT29wA8L/OkFel1jD2eopgzGlUWGTGN8HtO+tANCoLzCtYZuqFF5jEoU0bMrNp89oNcCMZ6RPb6m3S9INh4fQ/n5GyTvnpMMh1hjkKMUqQSyaagHHj8qMJEhWvXYmzM29wt4r8aOQ+UTX7Q0BxmjD1pcJBm9v6Y8SKm+NEJVEC8dTkJ/Y8zyYMjgRUt6UuGFJn7vGJRCD1v6SUG09qRXK5LH17SvHNIcJLQPdim+c052UjN+s8EWMWaS0N4s0CcL+sOc+kZCdSRI5xbZC9xigbsxop0qqpsFcZkhj9dc/8UjVAPKCNKrnvTRErdq0QsJFuJOIKZj2r0IdbqiH0fY2BO3oGuDVAqUw3uF7sLfhQAbScqZxGSKXrVICy6VoAVdYXCRYPCsRUiJ6XrUJkDbhZJ46ejHCjOCaG3xsUAu1gyerFkPE+xsgC0iRGPJjmvEsiU2AoWE6zXzNw5Ii4LsylHd2iNedWSXHS6P8deG9b0R3e7LxJcNsnU4AdGmQy5loBgs5zQHOf29EfG8C3qV0xiTS/Rac/W/eA1RJMRLQ19oiu9doZMC5RSrh0N8luBvjfFdTfZ0g1jULD47JfngCtUKRNthXtrD+BazI/DE6LVFXvbYYYzLNdnxmvkvHJCeO9L3Tqg+s4fuwe2MIE0wmcAmgvE3ruB6gVOC/t4eeBuEzPOMfpYRLVv6UUI/TBDGoMsSezRDzGvkMigIiX6rKyvBti0+1khjYCvu7SONGAyClJeUwR5LR3jfQ5KHClir4PkIoZ2pNaJtt+tahU6P8+ACx/WX/9rP/1T3LeDTmOQ+pnkJIe557z/8cb/Bz5LcJ4yu7fn273wPIQLoQUAgiXYdssiDP1Wa4p0NSMvehKpPb9sXaQJ5CusNELg0whpo2q21R4u/cYDsDPab7yF2JrgsDrO5+Ah3do0Qu5hBjHrvGWo6CdXjeIxQkmjVg3RYHPqyQiQJpirRezNG3zyl3U2IXISJJcl3X2Bfvk10tSL+4DliNqYZadJ3rjA3Rnhv0VYyft4jVwtabYnP1vRHE/b/39d0t2fEK8fijZzsGtKlQW86mlHE5lZGsx8z+eo1ydoilxWLX7mF7jwmUQFFt2xY3iuIRvdQZUf69jPUa3eR0qEaKH/uFup8hUkS+nGKXozRkQYvUFLjjECveuyNHZK3nqMuK8ytKfl5z/rl4AbdDgTJVUdyXrJ4Y8RQDSmedSRnG3wU4wYxuulZ/MIBou7RaURrLHGZ4RLIO42NNW2iw8HlYEx5I0Z2DtXD5udu4pUnuqyJS0OTuZA8Lxu6yxX2wc0AznlxgX3jJmwM+tk56aKm3x0htcblGhNBfzhEGAubGpOl+M/dRF/VSKnoE/DWEC1asuNQJRrXUd/Zo9uZcPAHcxCCbn9I1BAcqtOO5sYQXTviVRCtVjIhaSS96ugOU4ZPespdSeGnGNkGR3kEOMHmKCI978jeuaIfaurPHpBf9GwSgShSqtsjup2YfqiZvl1jTYfrO6TQmKNRaHsZi98/RBhCUnMeKRw+Cmje9atDXLXB6pz82TWrL8ywvaPcuY0+XiGHw9B2rw0YSfrWOW0WIw6HocKbDpHvn6Ou19B0KHWIiGKIFWYvJf1gjrxaB6CPI6Amux6KHH9jF6REEbh6DDLk2Vbq1lpEGoN1iCQYHvumCeOI3gQCedviG0J7NgotTKQM44vtnoANAB4v4P/zD3+T//3/5cfu4/yJ4lOoePJ3hRBfBP47YCzCCOh/7b3/f330HCHEf0rgPj8AvgJ8jZ9Vcn9+8eydY84enwMiEMG38nT40LZECHxVBsVzpRBJGEi7TRkqv60nnIijIPMlZYAga4WvG3yWhZaKDKdf3/Yo5+knOexNEGmKWFUQa7i5T7c/RNUGVffkb57T7RXID4/pv3wPPchwgwy9rTa9lGSXPS6XNA+HZFlKlxvMjSlZIojTAenKsvzlm6Qrh65NaGl2hvK1HaTxNHd2sH1H9Pya9GRDdzSESOK9xWLxrkHX0E3SMAfsGpqDiBhL/sGC8sE4tC5TAVLjCk0fK9QLj3nlJt602GFCO81C2/dwhDSe9MKFuU+i6EcxurFgHCiN1Zb2V15C9ZAdV1S7MTYSQSmk9kzf3WDrirgakTxbECuBHSTIZxc0XzzEPJgx/IPn6GKE6DegI6w3pCrHHAxpBoLsssXFKrTnntc4YylfHuNjifeO4uk10gqSownifI6ZFUCKvtrAek13YxYEo3cS1HNP+blD0DHZ0zl9pjDDiPS4ZPPSAD8YMH2/wVtHO8vQnWX2ZoVlq5FqDLaI4HRDtpyQLXvaWYJwEq8l0aLC55p2JyWqXUBknllWt1OYCEwmQCYM364o72ckTytsWZOeLVj+6kvQgYtksCVatJj7wUg1Wlk2t5Pgzm0EyUmJVQZ1Kekiiy0S0nmCAPI3z9l8bo/+5UOEsNSHKboRuEiTvqiD/ZJKmLzT0u5NiR5f0L9+h/E3F6w/M8KONCpOKa4t8XUDpqW/M0GKGL20iCSiub1L9J2nmIcHuNkAua5QDrpMkBwv0YsKve5gbycgIVerQNTencIgx1/OkU7gAIZ5OJR6D+MBpDG+2iapvgsVkLFbMIlAxFGYm1uH1DrI9DkXhCHYnn6FBLElhQPl4qc8k4NPXSUnhBgTqrn/ksCJ+wXgH2+9SacEBa3J9ukL4J98ErUT+FmS+8QxGOfb78LVIrZf/bYnL5QOljqeLYTY4YxBJnHwqtqZ4M8uA1HVhVcRSYLbygZx7wa+t4EfN5sgpiNEZ5CtA1ciGhNOlesN9mCKizVq02G6FlGk0BnE/bskFy3dfoF6dArTKRgTNoDdnPhsTXaRYGcF3jbYWLL4pUOKZyXD90uGpic+WQYR6Ewjz+bk73xI98oRzSu72ERi/+J9rDUkPqZ43NKPFdFxSfbeJWY2QFUDdJ+zeTignyi8cOQvGtodyeir5+HviTRuaLExQa+zFwglaAaKZN6z/NyA+KLHZJLBwiNWDW4UhxaxF5iBpt2RRHFEctbhY4FqHVJHFCcGH0l032EGwe1c1oarX9xDOkH+rGT11x5SPGkQVw3yYB9nLD6P6AaS7EVHPZRUtxKEgeJ35mw+u4u4qInPK5qXJqiyp48i0JLmM0ek3zlGLxo8CqPAFwV9X5K/dYWYTVGnLUY47GSIntdEJ6doNPLOjMG1w1pPft4FNRzrkMbjIk+5n6KXLXrZsHowYtgYup0Bi18/IGo8xXGH9Ya4AtkZ2lzhCo1LFWrlESqiTTrybx/THMa4Vw4YPm7oZzHJEhgkYCUWgZAEj8K6xyiHLSLMWKG9o3i8YfnaIFBFEkX56hi1qElO1qAESaMxsQTpuPif3UIvOoaPV9hBSv6tE8ztHZqDjM0rQ0TVMaol0jn0yZqkk5Takx9fM5CW8tUZUaVwqUQpjdusccLje4OqO7ppitkrMEdBq9ROMuS6pdvL8ZFCRIFSQewwtkN3BjEeBl3Z8QDT1qib+/DkNBwY8wS/rgPYpG4QWQJKQGdxxoZqLYlxW8cB/5HwurU4rcJ6V2prlrqlDnyEsPQh8X3+117/Ce9WfyJ+8qCSHyb+LvAbPwA4+adCiN8E/gtCUvvyvwuM8u+KnyW5TxiT/RFKK6yx31dB+Ij8aW2ozoTAdh0ySULi0zq0MAnJid0ZXF0DAu804iMPqjiGiwUc7kClEYnHeUt/ewf57lN8pDBZQHBJ5wKa7LtP8YMcd2OKqi3aWEzfUr0+Y/yHp3RmO+NzUH72IAzwBzkeR7Ro6B4MEVqQXPeo647yKCVeWdq9jPbuiPzSsPzsTZInBVLExGtDrTVogUg0cmEQkcLmmvbOmPr+GKc84/cb9LxFGoFPJHY6pOsUww9a7OEkAFL6UG1Fc4PMMlwK9WGCqDq8EmSPK/AWSgFWY4cJsrLoLhjFyiyj/6BFZTnNQQ6doZ8m6GY7J6tbZGdoRgndXobqIV174vMKkykGb69IWkWbCKo9TXoNXkuS8xI3yEhebDBJgYuD0G56XBEv2mCAKjXRVYXQki7zbG5GxM8LfBQqGXWxxGqN3c1pX72JHyXIyqAKjbAO51rstMAOcrxWmNjTxx6zE5MsHXY5xw4joqUmOd0EG5u7o2BxdHca0KCrjnjtEJWhv5FSXFZBHeRehp2kmEygmw6TCQbPalwWM3h7ichHNFOFHUZkC4sRltWDjMETz/C9DdXtgqSzkGh0B7b3ZCdrZA8+lQjjYZAFtHCW4Q9SyqMInyj0dYc6X6E3CjNNcdMRqjUsfu0OxbkN+pB1j54bmtjiMoMdFKinEjMQdJmmvTlCt5BfW3jyAt90iJ0xcWmJ1i1mlBNtDPLDNW6Y0qeC+PEFehWSk1/OsVmCsBZje9zNHbp1TXy2ws0GiCRCKBGE0p2HvkOsg4qNHxYhUc1XQUxdbz3j2g6RBlqQSJLQsQF8WYWWZhoHKbBI46o6AFK82yIrA1fuM7/88k9n0/rB+PQlOfEnk5j3/reEEH/Pe/+VH8cb/CzJfcJIsoTp4YTLF9fbC5jv69YReGW+68KMTUrkZIxvW7yxQeLLGJgvEYMB9Ab5EZFUCZxzMBwE5wEBDHKoG/TFGrIMczjFSYgWNW6SoM6XMJviyzJ4m2Ux0jj6BJIXFd0gIqlH+MsSWTWU90eoVYvMY9rEkL7YYH1KPBfEpxtcEZNuHDQ91cMRrojpK0+0sTQPdoivgzGpsJLigxIzjokvaqobOaoC3TjqvYjksqebJJBE9NohO4/D0Uw1EoFsPcYruF5h7kwRrcCJ4Ng9+rBlcxAEb3UvqCcSbWAzkIyPe3RlEc4jzhZc/8c7RCeOyAp809HNNE6Drh1taojSFNH0pC+WiI2CLMWlMf1OClLhpGOjPH0u2fnaFWZaINseqxz1w5zpN1qK40CjaO7v4IH2xiBw014sYDxAnXV0L+eklwaJQC9qrr4yYXrpkcaTXVnsMKPZVcSlwimPKQTxRlG+kjJ4c07yzaeYGyPSqqfvwM0K7Cwne/ec6/94h+ydNf2dXeSqJnl0RXtngmw8aQ8ul2iviS5r2kJjiwjZWNyqpriQJJcNiRCYnSG0He0ru0gTqrJunOEHKSQKZTx0hvbGAN1YTKrITiusBJ9ouoEmmffEz0vcKMXkEelZh3LgesvOt0rq2BA1oJKU5umaZOqIFjUIiZ2mVMLiTIfwkryEho7xt04ov3AT0blg2XQ0QVY9cr7ARhlid4S4WGMzhXcee2ef6iBGrzvMrGDw7RPs3Rlmt0A+v8Df3kM6EKsGPy4QZYP++gcwGcJkGAyFL1aoIglISanweY6/WkJZbZGULYyH+Mt5qM76Pkj1bWpEEgVHgkERpMCKfMst84H60zTfH2N8hF7eGsuOd4Y/pV3rB+LTl+T+bZ/oxyau/zOe3CeM+fmSy+ehChOC0Hu3W8iwlKEtKbauwW0bKjkZTnXeGIQQwZkg0viuxWsZyKpKI5DIkwvE2TV+scafXqDSDDtM8EmMWtXox2ewWiNPriGJccLTvX6DfhKjVhV0BtU5JBK1rPF9j/ceIxzpsxVOQxcbsoUnasEpSL7zFHmxor6Z0w0lNB2Dr5+SnrUIYPxeSf7uHJyn341QxmMSh7wq0cdzRG9QPeRnHdmlJXIRPg4LW7WhHYkCbSSuiIgu1uh1SftgisViBkFpRFWW3ndEG49NJK7QRI1g9Lhl+p05yTceYb2jH6f0N3fRyx7de7rdGJFoBi96imclet0z+6NL9KpFVT1600ExRPZgZQdNjdhU5N86I14FwrEvUtTTC8SqQnnB4L01OEdvK5QTyE2LycCmkm4S0R0WtJnDDjXjtzf0Y0U3Tel9R/6iYf6rt9ncSnBRSK7xykLZkD2rGJ5blBFk717BYg0Xc3yWYCcFSmrSp0tU7+hev4laG6KLFl0F41M7DnJvdhDjtUDOW5qJQOQZdicjfVES+ZhkYdDLFodHOIhXHbr1NDfHKJ1gd8bYnSy0NDuBqC36skI+v8Roj40lVknKVycY4WhvjWC+oPjeBfmLGrKIdi/CFhrvDDbVqLzA7Q6xscThcQrqiWZ5P8NbhzKgowSXaMq8RxQZZpKQP9+gGkP2vCL97jOS4w3t/RkmkmgUrkiobw1wwOZujt70+ESTfedFUKZ57wQ1rzFffAjOIdXWBHXLSfWCMB9fbjAS5LjAeouVHtd3AVk5ncCdI/x4iBgWARymgm2PYCvjFQfBABHH4RBbN6HK80GiTWxHcVLrQC+SPzCzB/7wn33zJ7tZ/YkQfCp5cv+2ePRve0AI8Zc+yQv9LMl9wlhdrQPv5QfCe/+xnp1vWgBEnqH3dkPPvqqDTJCxiCQOGnfOBUPGsoJnx/hNGVBYscZ7C9Yg4pheuQB3TiLci3NIYvzejOZzN7DC0t+dEi86omWPmJeo3pIseuTxHBUnmIMR5mCAbAKBNj2uw+l1U2KLBC80orVsPjNBnayJF32YP7QdydsnRB9ccPlzE3yRk18ahJNgHG6cYycx5eu7uFmGajzrl3L6TKA2XSCjW0vUB06e1R6rPINnLdJK4l6SXVukkAyOg0BuvR/jphlRLxmctviqxauA8lNS4+4e0g6CsDPWkF7UuCwif+eS+OkC9fwCKyE5WWImOZxd4dqO/miCG0a45ZLBb31AchLULPoHu0SXFapxqKsKrROqmwUuC9qZm/tj2pemyKpH1Yb8X7yHPl/jtcAMIpKVp3i8Qa1bZt9eI4VGHO0hjUKvDPFZiW9bqFqKFw3F8w0+j8GLoHozSImXDdw5JH2+CNXrm0/wF1eBf2x60rMWn0iy33sPmWUkJyXZ774LpsdpyC4aihctemOQnaXbyeiGkvjZnH6kWfz8LDig72U0NwagJb03RNfBVsf3PfWuoh9HrD+3S/XaLqLuUCdzmhGIdluhNpbqtX26/YLoqiZatCTHFc706CTBnl7S5yrMEZUgbxTJSQ1ZTNxJooogZ9Y7ho82DBeS+P0r5r96h8XnZiwfFgHef7jL+ov76BrytQ/Cx2XD6L99C5uBSUFclphBhGh66t0Ee3sXezTBpRrVWkyu8TiamyPsegNdj4sUNtGoTRXkuaxHdx72p/jpELoOeouommBq3G0NU9MEUeQfu4xgHc65wJvzPiQ568KeIERo4cL3RxgAQiKV5OGX7v1kNqk/Kz59iieTf8v9f9an+Duf5A1+luQ+Ydx4cMhf/c9+I/wg5ccty4+scfxH92+FmYXWIfm1XWhlVjUyiqBtoXfhuYMC8gRrDe5qHvr+UiGiCN051KLCJho5HiGjBBtJokfnqBdXRO+dBjfv0wVunOObFtvWRPMynF4XJVQtza+8SrOXYocamyl0aSBP2P32EjdM8XmK1hFegEwSutsTRNujRITqLGak6RNJfF4hhUZ1IogFX1mSsxaLJfvWMdm7V+h1EypW2xN9cIpsLT7S2IHGNjVmkqBP1+RvnZOe1XSFxA9jRk9r9CbMiLrYo07mFP/sOyRPV+H/rGP8JENvWqJeEm0cshOUr+2E07oH3QnqvRgzzXG7I/qbQzZ3UvrYk3xwhcDTHOZ479GLFv3iGtkYbLnBS4GUEuGgncXEl2WYvaxLSGPsg0OUiMJsCkE71dT7GeLRC9SjE6J1G+DurSE/61BpjpsUlA8GtK6lHWmc6TBDTX9UQJHSH40wMZg0QkQa8/Am3lpMoZBnc9obGZufv4UfZCRnJSiBEJJuIBFSUk0EzvZEpyuscIg4Cg4JX7mFEJrBk47EKNTxJeXdhMF7S9xAhQZEIiDWpOcdqnH0OzGy9SSVDwjEPAWtSBcGvMBNB7Sv7tPeGGESTVqBHUS0saG/PQIBzSyinyXUs5j4qsLEnnYvJf9wTXxeEq0M7V7GJmpx1Zr46QqGaQBuSUlzs8DmkvTJnDaH5ecmNF84wnz2HkmliE9rvPLEb52FzkYD/SSlG2uip1c44ZBPTpFPz9GrDrkzBTz9wRAfKXwcIa6X6HUNVwtE2SG6PlA3ViVuscSdXwYX8DgOc3bv8VKFKm40DCjKtvt+cvM+VHVNGxDBfb9dw/JjgWdnbfCh/GmGB+F+uNtPMP6OEOLqT94Icl//vfu3j30iHsbPZnKfMKJYh4vV+636eBhEe2sDhWC7AEQSBxVzvx1GL5e4OEFmWUAVeo80HR4JwwKxqRBVDVkYdovZGO89No2Q6xbVg9kdImIVWqF7E5hXyHWDMCA3FeZoSnS1od0dhAoyErgkob5dYFOBilKssqTXNWaWY0YK33ni4w35yQQ7yWluRFD36GeXyMGAza0sWNp4sJkI0PG1Qx3Pg73L/THtOEI4i5pXtIcFamXInjfB9yvPEX34P0gjWL+SUzyp8YOEJpEwr0geX9J/5gg7i0gvO2QSFFDEnRnNb3yWfhhRfLghfTLHHyrMJINBQvrkisx5otLg0xQxUqgXl9S/dpvB0wpdW0RXkhhFV69xiUIXY+KTkvblHNGtcZOCuAKbS5SSFCcGBESPS9R5iRnGdC/vE18b9KKBRYOrMyIToWoTwEBffpXomx+gn14hb+1iz+fYl/ag7nC9JdEFxJp2P6F41iCWc6yaBmWZxpOcX2P2J/SZJDIa85VXSN58RjdOsFjipyWbX7iJaHqKRwbz+m3SaxvMZXeGtBOFnle4IsIvO6KLBrXs8WlEfStm8OYVNtYM3loipCJ/VuGlRD+/QiOwO0NiFcSak/MNsjSoTYWMFeUrI1rZotaWqHWQZsGeqHGI3pGfdpRDjb+3g2gtwkuGb17RHAWnDAY50UWFTSRx5agONF4J4qxARwWR1XDt2dzK6W4NGH1zwehr55hBApEgXnnijUejaCNBcd7TxDFZY+neuEt/mKKuarzTyPOg+tN88TYojfSgVgr/+ktBCWUnR88rzN4IvahhfxZEF4zFrdd4rRF3byCQwXKnN/gig00VADZuu112/fdHDlst2o+BJmy7kx+NKFzoYWZFyo0HBz+lXesH4tPRivzBeESw1bn+IZ+/A/znn+QNfpbkfoR4+6vvbas4Ac4GBQWtthd2kKESWoNWiCgOhotJGpQtNhv8/g6iDPYp7M2g64Op4ygkJy/AZUFDTxqLqCvc8Qn61hHC9Pgowu4MP35/l2h8NiFaNbi9MUor/CBDbFqcVNh4RFxBdNUhrjdEvYAio/OOJClY/5XPUHzvinihUFdrXJHgBgVXr09QjWXydsnmboYdpVA7/HJDcrnB7k/ChiAE8dMldhAzeH+BL3KYauqHO4iVR16vUIM4CEgPJGZnSORa4osl/vwS8hx/WSHjlH6gEcZjZjnaK1ohSa4N9WGGPJtTvHlK8/oNtFJ0ByMEknZXoxqHGQ8wqSRfCLwFcXpNvFrB3g4qEohNx+bzE/K5Y/CtM0RnaF/dh6YjWfS4YYu6XmGOZvTDFO7PEMsWsTPAzDQiGiLffUEiQB4OwHboytAnmv61W5gY4kUDN3aRFqLLCvtwQvy1R4gsQ+8N6PYE6rrCb9b4+SYk0Ycvg9JkF3WYE9UV5eePGP7Oe+TvXNDf26edFjQTKAY5dqBwgyQIM1dL/GiAbw2+t6hFGxzgRwnSOor310TnG1iXiEEb2tejBCEkJAXMV/SzGLXuGXyzJK4dzdGI6FsfIrKY4Vc3mHv7ob06ydCVJ64NzWFKO9Z4Z3GzBFlbhJbIyuK1QJ+vcdMCve7RL5asv7QP3zlDnvS4SU6ydMHLMFcMvvWC5E3opzq43R/tYZXA2x6hFPWBoFMWlcdUMSTnAUUana8QvUc5D8+v6G5OEdMRem0QvsfmEcpBrxUSiVxskLXB7Oc4L5GtQaw3+OkBIs+h75HrOtB68gyfRHC9CHJfbRtmVX0PvYGtZRbOgfO4rVA7H3VzTP8xKRznaOsOIcSfsav8ZOJTMm/7wfh/eO8/kXWOEOL+J3n+z5LcjxC7t3Z5+vbxlgdDIJjCVsRVI/OMj1TJ3WYBIsztwuoRSOsh3rYwT86DQoOU+FERlNXbFh/p0Jpq+vA+03FYYFfzMCO4MUN68J0JPJxIheTiBaoy9IdTxKpEJAn6qkI3AioDcYTxhm4nJj1vMEUMOJqXJqQXLVEdxIerV2fEz1f005RmKBi/u6a8PUJ2PbIVdK8cEB2vic9Ar2NcWsCtIV2k0O+dIJ6e4Uf7tJMInw8gEmRP5qR1S/PKAZuRJ1djpLDI0zn9zi10D6qVmNTRxznJqsfFAl07dOWpX5oGxwfvoa7pIgHtBufHmJ2YaN7RT1N0Y0hXPWZY4KYF9D3Nz93B6jsMvnGMLzLM7Sn6eIUZRPhUoPOIuDF0N2cBSNAa4k7QpQpjDfGyxQ4Syl+4jZsUZJcGLQrcukKWHfVhGg43eUr6bEk/SelnGclphd+dUd0bkRyXJB30g5TYgVovaF+bBj+/tsOPC9xAYyYal0jKX37A4PEC4pjsRYkaadqdmOysxZyf0ecRpDFyFdC4dqCQ1yv8S4eoZYkv0iBbVSRoF5ChFkN3MKI46yHPMakGEcjT9eePWChHOre0v/yQdN5TDwVSSLwU+EjgsCQ9qPMN8cmazRcPUKUlu+oQl2ua22Oa20O6QgYKgHVgHbJ2tPemuFnO8N11cI2/LnHjcVBvuTGkvTUh/vAStCQuDfXDMXrVE83LsA5QRIt10EQdZRjliK4WiDzHCw2jNNAbyg6xLNGzAU2hArXBCWTd49MUKRR+IOHDY/x0iChb/GQQqrEXlx93aXxZhkpta6HlRWgRi0EeujVSBGsd2wcXEhdQJkIpcFs1IyHwCKJPgc0O8Kmr5P5djgM/jt/52UzuR4iu3oJLtAqb7raq81KFtmUXTqBCR2GuEcVhY/YeOZ1gqwq7WG85dhKnFM4axGIViOTTCfQ9at0EdYXxCKZDzP1D7P1bkGeox6e43Qn25VsIGwb6/TCiHSh8uQlzgGkRHMHzmHYvQUSKqDT0B0OkAykU8nxB9qxEriuqWxntTo4vUqJFj+o16cqjZUy9n5F/cBlg3NMU07eIsytYrLAS9KpDIBDG4W7uwGiAjyReQLYSxFeG+u6U5uVDiDSRTnFSBCTc4Q7CevphhNeS9OmS7LTC5wnpeUd01RCdrfCjDLXsyZ83JE/XyL4nefuU9LIj/3AVrFW2jtPl3QHYHr2s8Ecz0rfOGf3rZ4jRCJdEsKwQ8yXD91dkL2oUOni6TVPMwQgpJL202GlKfNEgjYPWIIdD1LLDbTa0e8GqxUlIT0qyp0u8CwlSLRuEjuj2C3wkUI0h3gT/QdkGUWt2x9AZmhsF/b0djAaHI3n3HL1q0VUfwBrrEmdMACVFwRZGl5b4dI2YjvAqXEfFhxUyL9DP50TXLelFiysbys/t0e8WMChQxQC9bOgLhVGe4tGC7EVLf2eH6MUavWqxSfi8fr0hXziSlcUWim4g8cIHashOTndnSnJSEpcO2Xr6m0NsZFEnC5KFxcQgW0f/8iGR17hhRnRRs3plgDpb42PF8PeeBDK2hWjRUn1ml8G3j9G1Jb5qkU0AkshVQz+QCCeC1qR3JN97viVwe8AhljVmmtLdHtN86SasSqLjBdnjq5C0dkY4DerJGeKtJzgBIkoQUiCqFt8b3HiAbxuIgialiAJSUkQauTNBFBmi7RBxhFAamSTbuVswTkUQAGQuEMg/Qlaa3vzkN6o/GT8s6ORTlgj/ZHzkQffDxs+S3I8QsxuzLR73++0HEcfINNnq9Rlc0wQ9yyjaSgB5ZBKBcwhrkHGw3RFFHto8WbYVju2D4oJxeAGiC+1JM83haolalEEP0Dn8MENWPS6OguVIrMmeL5HDIaLuUWVP+v5FmA0oideKfpygzhZ0VLjTc2Td0u0PsDtD1LrFRlDdyVCNRVuPE556RxOfVbg8Jm48woDfm1D/+mfoboxpbw2oHozpY0lytg5o0ywOBPMqoOPSpSFaWrKlQZ+u8UrQDxTVKzvYWzOikyVYgxMOvKDfGWC1xAwjmsMMZQSDxyVaRxh65LokviiRt28QPT4L4B2Cs3TyfEP23hVOK8z9o9CqagxyUVLvRqTPrpGdxWtFM5SYacLyV29jxhlegG0qZBeQn/qipp/E1DsR8tkl8UXD4EWJmxUU714jHPT7gwBGSBK8B58muJ0R3VCRPl+DkCgRU90ZsX4wZHMvwyZBnNnuDumGGnm1DiT2WKFaz+iPTklLMLsjZGuJN4bk6YrsW8eIsqbOPFzOSb93RlxapAwcufIoxdwc46eDYLSqFNlpixlkyM7R7EaMvnEGdQt1S/Vwhh/GmFGENpLi2hNtDDYW2P0RnejwyzXx0pI9r4hraDPB8NEKs5PSHub0A0U/jBAigiLF7k+INxa6DnU6J/7WE4x2JPMWkOiNpZulRFHG+lfvU712gChy8rfP0dctzYO9ABRRgmTdI1WExyEbh8k1br2iuTPCTougC+o8vmuJnl0Qna6DjZHxNF+8hZ8N6G6MEQJk0yPPFwHkEqlQkUUyVGtbdLNQwZkcpbYJTm2Njac4a3FXc2xvgpKfNQF4okS45j9yApcyUA62xqrgsZ2la37KwBP+B0Uh+LPiZ+jKP+948ubTrd+U3w6Wtxd514XTm5Jh5iElbrVGJDGyKPDG4a6uEVESwCVShJalFNAbXN3gFktQClk20LThxO8s0apD6Ti0V4wJrdG2Q1gXZn1dj6wMdm9M3zfI3uA91K8dUJwaomVHP4rwo5yog8GjEuGh/Nw+6XlDelwTX9WY/YLpH5xi6DGyJ3u6ZPLPP0Bai3UGOd9QDT1iXWNMi0sjhl97jhOgG4OLNLQtalmRnJWkH14FDy8cphCYVBLNG2TTo69q1HVJryzCCYRQ2FjQT2P8KEX/4duI6w1ewPJLM9qRwqQKBlsPMAReK7q7OzjbIzpHMu9QvccXCS6JQmvYepq9NLSKHTT7OfV+RP1L96leGuHLhmhlcIMU5RXxWU2bOdrUYyYxuuzIHs2RSYS+rlBXa6LS4dseWfWh6lq2mGk4BGyOEsSTY7y3tLMYfbFBnlyRvhNa3LI0tIcZNhXkv/M26dMVctlhNfhY09+Z4IY5tmmwqUYOB/TTDJHGiDgOYIhxgbp7GxHHaCuh6ujHGo8luq7xknANblqiXpCWBj9f4VvD4lfu4kYp/UFOc5gFbmVpgpTYukVfl9A7qoOYbi9HWY+sOtwgxqUK0VvaWYJeGrLTwEX03iOqLlBUEDS7Me1BQbs/wKaK6GQdlF0GEfHS0N0dUe1G6FULkaK8nVE+nIUuwSSlG8vgTr4ssa4nshHKSexuwfyvf4H4reMg0ZUn9EWMMA4mI+SmQViLOl0x+M4ZLonwKhgce6WQOsLvTvCzET6NQzLSGvZ3wsFyvgit4+sFtH3gthoDp+fIpkXkGXKQfyy87r0P8zxrwwHVWlzb4rfc2Y+I4gDf/J03fzob1g/EpxBd+UOHEOKeEOLvAf+nT/J7P5vJ/Qixut6EOZsLsj3ehJPdR1qVOIeTCpXEINKQqJTEly1iNgn9++1A2mcJ/vIqALOEwO/tIAZBLJaywq83+IMdRBphFUElJU+CJN7VAh+niOtFmIGvS/qXj5DxCKoWl0qiiyrw4noTFEquG0SWIXtLN00CV+5iDcKjVh1axLg8Iqk87d4QqySFlPSjIFdV30zQxpOsDHaU0I5S7HhAMu/CZqIEMkppb2RY2zH4xjHNKKXfSdFXLXZvgNgt6GYJiYforWPkjSntvQnxIrTnyFLkVQm3D1Ctw3lBfNljhwn0LbKIMDd3sYMEl2vkskRXEcJ2qLIPJPgsIjWSxRiKFxV6EGOlRz+9Jlm0RHZM7UuGTx1q02OpaQ5z0icbyBO01YhVSTt12EFGtDI0uzE4kGcGO0kwl2Dijuh4gWk6opVBak1EhDjYJ//uWRCRLhJUlCKrJfHbx/jRgOJ5iax7Nl+5T3cjY/wvnqA20OfDoHSzNdqUQrI5yoiExiiJuzHAewd9cCsQ1mJdj5SS4e8/g/MrzOt38L3HbRrIYjaHMbSK/Foxelxhtad9acLw/Q3NLCVeG5TxiKoJSMHplOLdK7L3PebGmH6cBGcDZ/BakH9wgXCOfjbEjaLgLt532FSBVnRjFRKNEbjdDJ9ntHsxemPQqwp11WCzSUDsTnOwHidBrmukG2JSSXzRQtdR72UUj5b0+0PqXcX4X3xIfGcG0xHVl8cUH6zxEspfuE3xtWOkcSihiSz0TYMuI7yK4GrbKUgi5IfHcGMXezRGXJVQt/hlid+bIqbjrRKKxJ+cBQCZAzEe461BJCokrn7rZ2fDnFtEUViz3vOxxY4QoYzYijaPdgY/pR3rB+LTX6X9sdgapP4NQvX2c8An1rH8WSX3I8Tqcv39H7aAEqF10J5UKuhXui0HzoNvW9xmA96GITmEQX7fB9PUosDPxsg0RUYad3kd2hxmq+CsFCxK1KoKnLO9CXY6QhEQnbZI4HAPkaaYSYKLJMILpAFV9SAFMRHRxmGHCWag6WwNnSG7MqE1c76AvkNfrnGxph9HqMsV2TefYPsWuW6QdU+0NEQ2ork1pC80URWEhOWypt8JliSy6lBXJcQx61+7HzbQTYM1LfE8ENfjqy68z6u3EHUfVEeMIV60RNc1ygmEl9hMIZuO4vmGaNWjW4HxjvrlGW6cEi87otMN3SylnyZ0+0UAB2wa6sOMeGNRHx6jygaVZLg8pk8V1f0x8bxFSIHZzRGrGr0xOO2xkzxw5sqe/MkS1Tq6myOiqwblBEzHROcVchN87cQwR8zG6Mbimw6WFeXNlP61I8zDfdTFEhdrugeH2BszpFSYaUF/MGbw1UekjwJ8vbs9JaocybMNsjJkz1dQdySVR7QO9fQCdbxALlv8MKGvVhgMXnjkokJKhX/jPtJLosuSXjrk8wuED+CdvtDYRKGcwgrB5lZK3HmMDGR4lht8VWGEDXJyrccME8w0wwlwgwCekHlKd3OGVIJ2GkNnSFeW+HyD7iF9sUFXHllb4u++QLaWaNEhPEgTfNb0qiW+qtHXDfrFguGTBp8lpCcV0dogrcfuFCipcLMRycqgWk/9xhHJvA9O6Os6zM+ShOLrJ3jbB1TmusQvlpBo/KaGkyukjlBRFvhw+zt4IVDvPQ/+jgdTOJwG2oCUobKrm0AbGA5xrg+goiLfun87yAKHkB+YwX80whAfiTK7LdiMMDN9+MWXftJb1R+P/wHN5IQQf0sI8f8D5oQE90+Ah1uD1b//SV7rZ0nuR4hbrxzxseWGlB8TQoUNSUwOiwBBtsFx2LMld0uNL6sAQhlkgICqCa3LIgtUgCQKbZOmC+LEcQRK4lKNHw2Crl/bE/UOO8owuwPMg8OQFKVCND3yeoMdpSgDzV4anKeNpd9NUO8eU740pH51F7UosXWJ7zr0+QZRDCgPcnwSUbw9JzupcUdTNl88oHl5h/qoQADRiyWDf/ketAbVefxqjbxYIE9X2CyiuTXAZylR6UhOG0TrIEnoH+wCnu7OGFE2RFc1qu7xEtLjDfp0TZsQkGxawKQgLSE9rRBSEy8C1D/dGAa/+wh9USNP55AmyM7iYmgnEpMI+jsz+iImeb7AvnSEWgSJMu8talkRfecZdm9Iu5fS5xq5KPGppt/PUeuWZN6y/MUjuocHoe1YCFys0c+vUZ0juijx+3sMNhFSaGRr6Mcp3vbIZfAvi1YGbQTucAf93jHxyZLBewvEokS8/QJdO8zBBFvEuCwi+fYzkg8ukXWHmQW0ZnS+hnVJ9PZT9LxEdgYpBfKipPvcLbobE1AKN0qpbg3oM4E9GOGsIVYJcjZGlT3F8zXJ8QrhHf1ujh0ED7Te1lDVSA/dvRnm/iE+i+gfHtAcDog+vEbYYAjbD4Lepxml2Bi6cbASGvzRM4RxSBUhnl8SPblEGYHwEFce9e4Losaj3z+l209QraUfappZgrICmWZIIdCdR6xq0usO2YPzDrXswiigbsjeuSZeWXwcgVZMvnUJKIQNc1ydFSihgwmrs6h1Gwxumwa/CSbFPo1wqYZhhsiykIikgHc+xDuDNC4oE0mJl+G1RRPakN750Mrcal4CkGffVzuBcKj1PiS9jwxVt4/96//66z/BXeq/H+IT3H4qn0+I/1QI8U+EEI6Q2P4r4B9573/ee//3PxJy/qToyp+1Kz9hrOcbTj+8CElNqW3LUoSviCAPpFTwjTPmY3dwumClIz4ijV+vw2D6/AI5KLYSQRZ/uUAM8kAw73WYhV2vcPcPkKdz/DALA/fKIC43iEGGcAEVqJ/PUc+v0LWlH3bQNYhLDwaYHpI9K3G7A/RlFdCIbO1ubE/5G6+jyuDS7Dct5f/kiOy4pZtoVO1QyxIRx6jLdUieL+1gZgmUjmQywmQKL3tMHGEKjayaUHXmCfG6o98riM9bTCoxMbBfwEVF0jrMeIire1Q0xE0jetUhVw1iU2MTjRjm0NS4cQ5Viywt5mCEzRRulqPGI4T1QWvz9BKLx2dTZGuwgzj8L6MWW3f43SPEwsIgtH/1iwVRJ3BHO/SZRBmJKjdYPKqz2FzjtEWybcVaj+9qfKyI5xVWgVCSfjdHr2u8E7S39xHG0eRb6shBymBV4suGbmdAe2eMfC1FnGwwt3fQrcXd2UGse6KNIX56jbmuUZ0F6zE7I5xS+EmOnwww0xTvHPHzBSrJULVh/douwjrU0yvUokXOpng8bpIQdVDeHZB+cIUyAaQyeOLw65ru7pjuaETfeuTlhnaqSVeG6GRDd2NIt5vT78VkJxekx2eYG2PMqCBqLOVMghhh1g4yjb5c07w0w2UaebH62JdNzTeIxxf4xQrzaB5me5lG1o4uh8EfPmX9+Rsk7z5DjYYsf+Uug3fm5NcZDHLki2v8kxeo3RnCiIAYjjVu5BHOYW0L+0P8pqG/OUauWvy0ID5eBqkvk2JGKQwSxNUKvyqDhdVoAF2HPLnGvHY3yNXVATlJ0yK3jt4ijiGOkVqFOR6EpFdVW4BKhIi2wuySwB0FMA6hdTiAes/qcvlT27c+jk9BlfaDsTVM/Tvb2x8RKra/7b1fbh//RJy4Py1+luQ+YcRpaNl8bHYq+Hh+gjWQFkHXDoLZYjEICiVU4XQHoWW5XIWkV+T4j4jlQiCdxxUpzjncJEXOK1TZoh6d46VACIf1q8CP258F085Y4b2m+swe6nwBlwu6zx4QJTHp8QqbaDrbIr1HDYaoxtLt5HT7O+Ac6bun6JMF3jjaX3uIzCNUZWhGiqT1qHkTbGK8xxYpzTTw+qKaMIdII+xeht9UiEWDtga9DHNKIxVmfkXyyOIVyCRFFQqbSNSyoZnlJK2jmsUkawNS0k9zsmUd1FzEAOc84nqNFAo1L2luDRGdRHcW2Xq6YRy0CB+dIeoeuz/FXW9QnYGrJeJ2QXdvF6tBr2r8xRVyeEh6skF04LF0+xnSOKKrDvv/Z+/PYm3dsvs+7Dfm/NrVr7W709+2qlgsSSQlMgpiB4hlU35w4CSK3CSAYSNRKCWIHQQJSAUO8pTGkpDAcII4KhlCEBuIG8lwkOQhkOTEsiNFpkSZpFhVLFbd5rS7Xf36+jlnHsa397ksFYv3Xt6qujLuBDbOPuesvVf3rTnm+I9/czKGfcX415eqO5uM6GY15jef4X7qy4TVRskZsbIpm+Oc/MMVIbKIC1gpaGJHN0qIJYUm0L1xhv317+IHM2wbsB++on3zhPS6or4/RCqnHUHncfcX+JMR7cslxkIYKkHCRBlsS6LLLfXRAHc0JNwUhMSQf7ChPRpg8gFdVxO9vMSeHIGxhLrCvTWmfueEZO8IxmCbgI8jlZ9cbSGKyZ6tiCqHOxrR5cr+tW3E4D98X8kfJiXeQx13hKZl/O2O5nSEEYsPgd1PHpG+KjGXJZhAseg0K/HNMS6G5ivHiLE4b5j81g5f1tT3hvgkJn+6wt07wpyvyL51CcsK/9YQU1R0ScC88xA3H2DE4oYxtvKEvcesdjSPnxC/ONA8nBP2e9J9oN2sqd8+I3IWyXS+R1lpUXp4pqxlRE0YEGwnsCkhsirsPpqqeXah+XH+UODHIySKkYFVKUie4a9ulOmcJhDrbO4uEdz0h9/eCWV2MvtRb1d/3/ocMid/HnUxeef3mhv3O60vitwnXOvLLfkwpT7UPX3Y3vnTYXXgThIjadJ3cw6qSqUDcaR68MjqhZ+myHRCKEr8ZqsJw1WHXCyRLCHEY/wgg0iDOcNyA8MUE2X4PMFWnVL0NzvsZIRJLdWTYyRKGP2nz2nfOKL88gm0jqgNlA8HpFtPM0mw24bRN69ociEqO5p3HmK/84r8qqZN1BjXisG5gHFqiNycDZF9Sfx334efepfu0GL3NcQxpurI3t/gYkP1ZAZdjbOGLof4ZIGtOrosQZoOf5SRnG+ICkdkE6g9djbE1E4pzFWDrA+4R8eYqxWsHM2797CHmpBa0q3HuYYwzPXgcLMjKjr8dEz9ByZI7Rh+4wI3TOkeneK7ji5NVRCMo/iHvsTgP/427bv3sEVJmA4xZUebJfo+bgvkcoXJBoTTuTJSPzjHj4baBdQt3ZNjXGhI1x1mVeOOpzTDiC4P5M/2JKWHNMOPDG6W461g83cAUWPlOMe/2OqmLY5439Cdjom/e44tSqIooRplSAf1WQ6rFLEgrVNIO3jSD1a4NKZ+55j8V56R5Cn1LKW6PyMb56TbDrM54MYpycZBEGVrbgoCjvqdI6TuyLsY13na2QAXW1wsZHWLaVvqeYab5vh8Co2hPhuCDyTLHbsvT0kOgZCndMZhPPhhjLU62DHe0EYgqSWMMkbfuqRbDGjnOXbX4EYxIY8x0wkhAXeU03ztHoOLBjeb0Y4Tmsc51APSpSf9le/iT2b4ySkmtJiLJeFQ4quSemLI3r+kebCAegdJTLStsI0nFDXdWyfYbz1FjheEukSCwXQeP0h1dFDWkEVarJqWUHQqTcg1MircLPXzK6Lw6DAnVJV26q3mzZGlOoroOqAvcM7fwZXr6+2Pb+O6XZ+zIhdC+HMAIvJW39URQvjPPsv7+KLIfcJ1+uSYf+i/8Yf5f379r+iGiEbKYDQVOBiN5ghVH7OTJHfFMIgoRNk0evv+gvOuw6YpvuuQYa62QdJrbiYZXG3AO2wSgwde3mBHA7qTCT62RC8qTJRQP5kzeFnQHk/x1xV2WytE9nhGSGPSDzYkuxYzywGDZAOSmzXt/Tnxsxuad+9pNEvnSX/zgnC2oL0/xtsE4/akH66RzZ79z74FA0u8bKkeKEkjXtX4cYaf5AxelLjMEmwgu1aj2y6LaeY56dM10b6lOhkxXHdIgLDf4hkgRU3ytIGbJW4xJoiB+0d0uc5ZBt9WSrgfqXuLGweqnzhi8KsvYZgjaUL8covtVKsGgTDMMDd7olVJ2ggOj5BS/+QjwukEWGN3BfmrNd3PPsYEISk6wr6mfLKAOMZe7UgApmPsvqY9GREGCf7QUt8fI5sK6RqSF1tyiSinVrPNJqrJax7NcInRTfBixfDlBnf/GBGDXK0Y1jXkKfs3x7Szx0TbFlN1JM9W+Icn2KfXkFqMQx3zQyCkAWkOMFQT4eBaQteSLh2mBXu1p0ssaeOUlSvQZoaodPijnOSDJcO//RSKBn82IxyPIUs1n+5yrR6r3jP8xg2uq2keTnBJgm0C8nKp13MW49pWPSvzDLtXwbpzHeZ6y+BFTfvWKW5g8QTMKMLPhnhpaEcRfpISt0JzMsSnBrtvsFfXmCjHB4sJJSbKiDcN+arDnx0RFiPwHfU8hbdPiJ7eELIY83KJbxx+ENEeD+iSAel1hbhASBKioiNMJ4Q0xhOgcspevllB1Srakiea+HGz1hFElipKYx1mPNZ5ujGKvJSCRBEmz/T9CJrmflfU3K04vCehEKiL+ke7WX3vCp9fecBHuzgR+Rl6f6jP4nd/UeQ+4epax1/9t/46d8UN1O6nd8Gn7fS05wOh7bTTqDU2J1Q1kiSIjQiziaYKX91g7p/gnScMU6TqCOuNam3GGfLsSmnN3hPiRE+PFhhlmABm3yFNQ5MJyT5o0VsWtO+eYvc10a6kNYZo25B8+5zqaw+JzjeYJMUtRvjRKSSGKjck33iONI6QpxS//wmDDzeYF2pSzCinaxxRkxDvGppBAkVNtoTWekxr6I5GxOsK0wUoa6IshQ66cUa0q3VuMVWCjQxi9nlCvK2IrcVuG+q35simJN7HuMWIeFlpkrNA9s1X+Kah/IlT0hcHZKQkA7NsCaMhIY0JbaUp64lqreS9lzCM8McT2GwIZSAyEW0IxNd7ZFkQigoToAsOWzjiVUloO5w1RHGOiwUzGSOdxY8ifDrW7nTfEncJrQtE6z2y3CKzCWGakVYgRwsleuQp7VGOTy3JqicFBYcsN7hYI4SkaHCjjPEHe7wB2RyU0dd22NYjD+bId84Jsym0jvZwQE5HhCylGyR4K1S//xHZty7UVOBoCF1H1AXcLMfmOVUEtvHYZUF3NiRkMWwauqMhZj7Gnq8xDkyeUN0fYZY1du8IXYPdFJg4xexq0lVDu9lTJwn50y1BhGhZ4VygPh0Q1QFTdnA8R2SHKRv8YEi8LrBPL/GzEYwTnKlJPrih+sl7MIygcTCISb+9oX47Ai/YbcPg2Q2JzelCS/toqr6taSDkEdWjGXJ/TLxpCI+Ocecrgu+o5wnRusHNNaQ43lRqln1/gRwaTKT6ymCA7Q5ZTAiDTAkn+1I1bpORes5mSgCiKDS/EcHe2Xk5JLK4vc7mbr1kJY7x0Hd0/RLhj/7z/5Uf7Wb1/dbnrJP7fiuE8HdvvxeRt/v8uOVthycifyKE8G983N/3RZH7hCtOIh596Yzv/uozPeX1DMugCL9Ci0Y7NkYDxEaQZXcMLEkTQlkqfm97I+XYEp6+wLz5uLdoEmV5/caHyjQsa+R4oR+i5VYth/YFnF/j33qAe/MYmYyJrw+4JCJa7vFWYF3QPF5gHfiqpnt0ipGI9uFcBev7knhZYSYjmvEQ9/BIw0rnQ5JNA9Ohhpz+1jlMB8TLA93plLgV/K4hO98SygFRpIbBIQR8anG+IVlVHJ6MMYUlbtQBxVQOP85xoUWcJ74pCIsh7sRgtw1dbPCznHb4iOjZDS6x2EONaTvc6QwfGbJVixjB1RUhDsjeYaIIn0a0eUI3SUjWDd3AYpL7uFGKLRwsxvB0TZcLpnD675sa92BOMx9i9w3pi21P6qnovvZIU6WrDokiymlM/eaE4d94n+YffpsuqiCNyN9bw3iEf3QCr24IbYVZzHCZRZoE64X0OzdqFbYpia52VL//IcmmxQ0z7LNrsEJ0vYM4wqQRYbnGOo8/muBfXRD5FjdKiRJL6Dri1mHfu4HhAEljogbMvsEMB/jNjujX1tQ/9zbJdYVxKhGIig7jRENhTcCWrXpfns4IRojOV0iaYqwlrvpCJdA+WZBcJOTfvqa+N8Ist9S/7yFmtcfMR6rPxOC3e6JxjougfZCTfbjXINV1qd3dLKN74xSSiKgCGY/w+041colFWnUGaRY57RsL7Koi+U8/xL/9gFC0tKOY/FsXNPenxHGKtw0+AjdI6OY58csdPkswwWLeuybe1NRfu098XiKtV2u06yUuT7CDAeaD58hoDFmORAmh7jQKazZWxvTugJydIHGiwcPjETiPVBUhivTz3Xb4tsVkKUBvBqEJ5nQOPQUHNXcwMJwMfnwbV78+hzO5H7hCCH8ZQESmIvLfBH4OTSH4osj9MFc6yPSbHoYI7W1oonk9b0tihF4LZ4ye8g+FOimIYNJUZyvrHbQeM5niVxsYZjAeKgElNoTDAdlXKvx+cAxHEw10fPYKfzLDVQX+ZEpceMLuoG4MyzXx8RQJQlgXdLMc92BE/LIkKj3BdIQkpn57QbI+x+0OWD/Atw3R8y3tT7+pJ9Nn17AY4BcjohfXkA3ophmhrZE2UB+lRNsSKRskPUMu1zRP5kTkdFlGdHCYVqEcZyDe1IS6xFjD4WtnZKuCYA02CO04wWwLXB6TfOuVCth9oKVVl5EPCyRA8wemxE2LX21pv/wlxEFbVpDHGCfEL1f4LMMePObVBv+lM9LSU08iunmKGySQxchwgeQl6bNr6jbAYkRz32I78KbDdy02jwmRxSwPpDdrbJoQ5UOG393T+YbuwQTJYmTf0FkhGgzwvqOZxMRXDaZ2sCswdKS7Ut3qE0vz5gJ7XmJ3DTIZEkY5TW5xuSVbt9Q//QZukjD85ecEjKY3HA0wRQtNiwnqHBJ1geR8hzf9tZinhMQih4Ls773CFjVBhHik3RwBnAjpuqE5nWAvVkTrFu8Kmp96U+FRo4GgIfRuL6UnJAnivJJrxkOSTavRNpsKZwLl/QFmkTD8YEt1PCDe1EgWqS1dkhLvWrx4Im9pgsdcbUiuDvgHx8S/+qEaYtuIKM0o3zwmeIhWFfXPvEV7ljP+9Ru6+1OqJMbaBG/AjxKi9y7ofvI+yU1F+c4UWzjSVQvjnDCdYK42yKsl4WiOD4F4NKa+N8F7j7zxgKj2irw4j6kqwnhIsJbQdEgSwWxMWO2QskQWM/zlDWY0JDiPBJU4BNCxhXNKRAsBE0Vq/hD6/wsB331Oqsvn5GF80tWzLf8y8JdF5B/7JD/7hU7uU6ymavUbUVxebtOArVFYUQwSJ8quck5na51TIWpsVWvTtUijkR0SAkQGi9LRKUukD2E011vCIMe/c1+dVW5WMBnR/txX6L78iDAdkr7aK9bulelYv3OPepFopMp6T/zepbIWh5Ym1MhygxgY/L1rDAafGOzFlvb+lPDmGfZqR3RzwGYp7miIjwKmapWMUjYMfuua/NmWbpzjjyc0j09oxwmMcwbPdtiywWwLpPH4RPAimFtXmOFIM8e+vSathfTVXsXjT6/wp1Ps+RZxQQvnb70gWZd09ydU/6UvU/7UY+y21APy0RzZKmsu2jZEv/GU+DsviV5uSH/jGfG+Q/KMEBm8eLJvvCR4MN4Qupr4/EC81/fRn4yRfaWfBtch+QDjhOTllmBFKfvzEXXkCbGlPk5ws5TRN65hfYDYYrclbpbj7s9J3r9GWk/7YErzzinuyRnFV88IuwPVf/FLpK8K7K6mizzVkzmNr7HvvYRDQ5tH+EThO3//iPr3P7oTGJePRoSuo5lnmJst+zcnNIscKWtcbKnOBmpNtm+wtYPJECZD5GSOf34Bz16p5u/BlC43uMMev1phnRC/WGoS/ckIdzREbtbEyxIXBZrjDFK9xsOhwDQd3ckIP9bOb/ibV2QrlWtkuwZTtnTDGJqu15Ea0lK0Y/Pg8oj6ZEAbe6IuqB1X01E8mmKIiCpH+2SGKVtGv3qJ6Ulelph2rCkaUrbw4orkpsa2nuimJARop3GfRFCTfHiDuz/HHY8JZ3O6SY4Jgr3aEu1q1bEOEvw0w59MYbuHV1eE5ZIwHUHVKDoznRD2JTIe6igiTwmChul23R0saUZDTR3wWvzE9Ntr0LSSv/S/+3/8aDaoH7D+c+Jd+Uuf5MZfFLlPse6/c9ojETp3C/71kNk7j8lSfKthjLTqfxcOBWKNhojmmfriHQoYD3QQXmsQK9sCFhOlNtctkibK1PQBuVkjDp3vFIHgO9w8x8eWdhJTfelEHTiOxkQvV+q2f/+I+stnSNGSfnijLu6PT5BdhZukdEcjuvtzGOSk5wcY5piyI3p2hewrjA+kv/oh3Rv3aJ8c462hM4F6Ysn3YDYFUeew16q7c6IehnSO6FBTLxLMqxuSZakn3WGKLRraGLr9TtOwq4Kog8GvvSS52sPxjO5oQvjSY/z5Fcm+w5aBpLXYTQUBzGCArVusjQlxRLxrMI1Hrjaa/HC1xH7nOfGuJSSqW0zXDcm3XmBsoq+dOMJkRP6bF/p4O4NgFUrOUprTEe00oRumMB7CIEGCkFwcGDzbabL2ZIBsC0wXkMoR7Urk5TWyUs/NEBnMzZ7sb36HMBsSBhF+lFI/nhFmQxVNj4a0T46IVgdIIuJGdH63LXQzjg3R1ZbsW+f4YYpbDJAsJVqqa42PNb8wernWyKb7x7DeIhJpjMw3v4tbjHD3jzBxgohgi4bERzRfvU87S6CsqeZqPJA/3xElObaByBmSg8N5p5KDPMduavJnWy2m24rmdIILDpoWt9nDeED8fEVcenwEOI83UD2a4POI7NmGqBOSSnCLMdHNluonHxFf77BlR3x5QGpH88YUl0dUb84JqcW0HXQt8XJHdLHBf/kxstxQzRL8OCNuQEqHG6TYQ4U7nuCOx/hI6I6GYETZqWWDX61hsyO8uoZdoYfEJIamhSwlNP3ntqxV/B1H0HRKLmtbRWiSWD+XsymSpSobiCKd6flwtycA4D2nbx7/yPeq37b+AXI8+UErhPDXPsntv4ArP8VanW/6LLnbM0Jv5WMshoDbbHUjPpoT4qh3QskIZa3sq0Guup3W4a+WsD/A2SkyHSH7A+bQ4LMUcyjxaYKkMdI4/HSA2Rb4YUZ0dSD+5jnhyQmkEdFOi2rUNHgJtNaQfveC8stnxJWhE6dzllFDSEfq27etaQaG+GpHczYiXXZ0WUl3NiLaN4TREFN5wjuPMXWrg/e6o/nKA0IEwRnib30HczxH0oTudIpvHHZ7wJ3OSXYNo//Pb+HHGfsvHZOuasz1hu7yBh5MdD754UtkMcbPh1hnME0DlUMOBX46RMYjQmSJLta6EUmAyNK1Fd3DBdFlSXc6wKwmWGPh6DFEMcEKYTZSt//SkySJusQPcmRXkWwq2lEKdY0XsD4QPISixgxTutDSLXIwELWO+ihDWo+bDbBFjYilOx7SjWIGVxudPzWOdhLjvvYmxBCCx1YemhobWYqvnGBfrDEdGBGaRYIcWkgiZQ9eLKHydKczgg04CdhWIIuhddja0T0ZYCqvHcMs167FoxDsvoRDpd3G/WNCbKh/4gzzgYGHR8jTGz0U/MYHmKLCTcfYQ6PuOg/OiK62SFzB+Qq/mEKW0HatIvFpQn1vjOwqrE8wtcOs9vizOdG+UoG389Q//YDBs4PKJ1xHsBHVcabdQWzwraM9myF5QhdFMI2xdUdUeTia0cUefIo0ntGrPW0U0c0yok2DHGqS4AgYGA3oznJkdSA6tLTG4CMhLtWc+/DmnGxdY4whWldIe1DPWKd2WyFL1RM2TZCLJUQdjHJFZfZ7ZFsg49FdYGowRo3QQT/ngwH+ViJQlH3aQN+9ea+oTritGAJG+MrPvvOj36y+d32OC1gfofNnUI/KWxH4e8CvAP+nEML/+9P83i86uU+x/t5/8i39xsgdVBlCgE7d2PH+7gBnopjQOfzN+rW3HSBpqifBqgZjMFEvQehc/7scIcsIj05wJxNEBNMFwnxCtKuQqiFqPW4yUPqzFWRf4gVCFhN5obOQFB57tSG6PuDaFrM5kH7jJfZqhy1qonWN6QLJ1mGiWJOWSwcnU9w4JlrX+EGKN9DZoN1MZEiKgADNz7yDe3iMW0yUxZbEdLMBIbU613lyTPPVh4S4l0wYQb78iKgS2vsTpG4w6wPtKKaZpjgJ+N4bMAxTOJkpw7JosGVDO46p3pzjHi8wTdBEgH2nG1IXMPua0KhjfvNggr3cYXc1xdsz/CCheTjBeOgiwaeWepHiE6E6ymlDS6hKuFoh6wP5L3/I4L01ofVEq4r8W+eEusHlMS61iBeyX39B2Bew3GLqDrupMast8d/5LnZTES0PSl44mak261BjtxUmThn88oewLQkILU5hxSwhvlgSUkvzcAJXS8LLK3xx0GL8wRVyucYvN2S//pJoXSJNh/nG+3T3Z7h7EwDcbIBrW6JNQ/z0EvP+OS61hKsbrOuNwdMIWk/0q9/Fb7bY55e0Z2OqP/wO7tGCNgPmQ0wUYXYlvm2JXizVscaIemQ+X1JPY4LzBPEMv3mtDEUrhFYF8XbTYNqAHFqGf/O7mM5jvNHQX2uUfDKwOAv2pkTEYHYV7TglZImableOMMnxcYzxgrnekP76S9IPbrBVR1Q2SOeRiw3hUBF1gsESP1/DodT5tDVQlEoGE0E+fIXfqwk6VaOfv+Kg44XjmY4eIqt5jsOBFq/OwXaHu1EZhR0N9fPaOxpxW+R6lxP1r9TO7q//e3/zR7hL/f1L4HObQiAi/y5azObA14E/1X99vX/of1lE/l+9YfMnWl90cp9mGQHHXRK4hpD1jhWEO4jC7/eYLNdiBmAjJEsJVa2D6qruu7oWv91jBrlq6apSnVImA005fn6BTKe6KaSZfvgPJSZ40udLuqMJ7SQiPkRExqrwuGyVmNLVRE8viK3FzKfI+SVhOCDeOSSNcKst/niC9x3tNMJgyH/jBe2bZ0iaUj5OMW3ADhPVtF2vkZDjA7goQtKYUHt8U6sjSxwjjUcOLe7ZC/jKI6JtA0mMaQExGLTTinYO99YDnA0KESUxiIXlFt86fDbFDxNC1+DPJsjTKxI/IFxt8VlMvCxwsRAXrs/LA1N0mDaGfYtvA2ZXEO9aRARxkH54jZ8MYJDjphlhd8BnEcNvXVK/cUTztQfYqx2m9ZjzLaz2DNYl5U/cI8RWu8rnV/jZkBAbTNVSfe0RpnXQgBQlMszpHh/R3R/DxR653CPzGcllib084PF43+KfnGkOoRjsqxtCEiMPjukWx9B0JC/3yM0G8hR/usDPx9in19hnV/jU0p2ovILVhu6tM4gN9oNrzL7GTVIkeMy2RN5+gyiyNBmEUa7SlraF1Q7uLeDJfQ2M/X1vAkLy3iVkCQxSLeaHQJwm5M+2mp8XxwTTqCXcICV7uaE+GpJf7FUqExmKJyMG364J4klLRyg6UqB9dEx8tcEZizuaEt9UuP0OOCHUFbIv8A9mmE2Hn+SYdUmy91QnA2S5wi+GetjLFaJMzrd0wxQ/iDXTL4HoZo9MxnSZEF03eNcSjjLYl/jrFeHhCTI7JrgOW3aEeyf4QYK5WEHdIkczJXpNxpg0wRcV4foGGeTYk2P8dgebrUKTIWCyDO80P887JaFJkqje9XYJnwsJgYTPXysnIn8b+CshhH/6d7ndL6J+lv/4J/n9X3Ryn2IZ6TVy9hZ/9336gEFsdJcULm2n+WHGqoO5QNgfCGVJiGOYTZAsRcZD5P6Jwmlv3lPR6iSHtkVCUC0OjnC1xnhP9PQKnxiarz2GKMIZjx8mGvrpHdHNge50RCAQLwude33tiXZjP/km9c+8QTtUW7L23TNcbAkW8r/7ISKG6sv31etPhKhQxpjLNd/Lmhjj0FDV0mMbD2VF9mJNmwbkZoddbQnBI1mGrRzdLNX4m64lZDHlgyH+/Iro0IDrcMcjzG+dQ9WHUCYxzRtz5HpLerEDEez1Vt1S6obk158SP19ja6/WSgLEBpeltAudeXor5NcN7s0T3CRTlmTR9h2VIFdL7HJPHCKSZze4NCK63hNf7ImvDthNqWbbWUYzztQnMzXYqiGMB2AM9lDjjiYkFcQuQpIYu2+JXq2Jn12T/q3fwuxK3E8+xjSOqGgIgxRmE9zDYyUtffBStV0/+47quDw4GpKDQ4oaP8gIZ8cqzt6W+EGCHw8xWU68q5RIsakQDPFvvCAOBmZjotIRVZ6QJbhhhCsUBgdRT8l7R7ivPAELxgUib7CHhmTTYhqInt4Qf3BJfLEjTAe0iww3SGneuUe0rgiAH2iSO53Hlg6ZDKnuD/ACg6cFYIivK3xmcQS6cYJIwM8nEBnk0GD3FeHLjzG7WtMHBkPsTUFcB+KbAn88pBuniPN09ye4QUz3ZIFMx3iEbjbARWDPN5iyI8xGhMWIUJWY5zdK7Do7xk9yfGQwj+/BaKB5e8FDUSmqmGcK21aaRCA+EDYbwr7AeK+kKWPxu506/IxGirrUNd51dyxKSfuMutti0h9481HK3/y//+0fw271kfU5nMmJyP8U+HdCCP+z3+22IYQ/C/zV/mc+9vqik/sUK81jyl3Vz+V6XNIaLW63xs3OKR25bZUxKb01l0dnA4dCi94wh9EIrpeEJIHNBnEBDpH6Dg4jwqMTwr7EWZQiXnS6WVqjWVjzDPHg84gWSLugXcH1jk6CRsHsSsLFkjDJiRoITbjzWvSjFCKhe+s+pmixXcBJpyk/nSNpPO00JVqXdIOYMEpg36qbhLFEuxriiLgEI/qYeHEFkcFcb4hmOdK0mF2BN2PSVYOPhXB+RZzEIIao6XDPr4lGI7osxojFfHhOGI2RukUOFSGNsFWLe3CiOrJxip9lJO9d411H3AUle5zo7+wmKdGyIhzP1Ksw6juvhxPs0wobZ/jEEsZDjBjCriBKY9xiDNcrmrePyF5q0bYXiTbsh5rwZEH8Yov3Jf7BjPjFmmAN3cO5wnu7CuaPka7D5wnRsoKy0vnqMEdeXBCP+pQK79UWapDrrHXfgRhCDLI96NwyjfHf/gD/+IRoMiREhrCvcEcj4uWBcHZM8nJNOFvg6gYjop1OpAbBXK9ADLbqaB/NNfjz+Q3J5ZbyyydUXzohvjxgNgW8uqT+qbfhrSOMC5jzG8y1J0yG+EWOHCq4XGKOZsjNDikq6p94oN3TzR4ZLcAK4j1S1iAZvvUwyzGv1vjI0N0bI23Aj2JqnxEsxAfw45x2lqlReGQ1x21baEqEjQkmKLnIey1Y24b2wYxoXWL3NV2eEe8b1YruNLg0GIXvw+U19tAiWaYBsIlBNgXkCWaQwOUKSRPtyDZ7JInVzq5uCEmMefOxdoFlhXQHICBppprXW1cTa/moUcftnA4xVH2w7I97fZbMyb6zAtWu/XJfhL73/98DFgAhhK9/n1/z8yGEj92ZhRD+nIj8O5/kcX5R5D7F0oBTg/TOB3dYvNV8Kb3ouWNXMh5phxLFsDsQvEOiWO2BVlvV6mQZ9A4L7A8wGuHnI2RTYBpHdzaCxQjzaoNBSJ6vFeacjkg3DU1SYVclpgv4yIIL2HxAcIWKp4saZiPSbUN5NCRFC7IpOsSr4Dm63hLmE7Vr6llw3grGWOJl2QdhJoTffIWdTvGTTI2KRwOas1ip/5UjmBndvQnSOuJvPiP+9iv8gyO64xGhbAk2Re4d4/ICN1QXfU6OiHyg2+wwaYqfJ4SfepfaQnSxgaMpwQXcMFdCxgfnyL7AygliLKaoVHTvOmS5Q07GRJdb2nlOGOX4zGhKeFFgvYHZXANQr3c6o7FWA0MTLWZWYvJffYo/nRKc0wI/yzCDFPvBUn92mBFudlCU+DQmWpUYDN2pEhaiDy6RVQPDvJeKQJ0J4aff0hT2gcVaIQwzok2FrRw+skT7jvZoQHQ2x7bgixr/zj3axwu4OGghf/cEc2iVQLEtMFFMMY/J1qKzqS7g2oauE8y+wJ/OIE5Ul/j+BT44QpoRf7gkzEaYl9eqD5sNNXEBURnL0Zz4O6/wlc5JuzyCkynmckv95jG2HZMUTrPdIkvy/hVkCabaKty52cHxDNN6wmIMZQmN2uElVwWmA1+W+KMRLk8wuwqXxiRlBz5gn1+rAPxw0Fno/TF2X9JZiFZ74k1J9RP3MBiioqMLDoYDmkGM+8o94oudMiCzHNk1eO8wu1q7vaMp8qyHZq2FPMUkMT6yShjbl0gI+KYhnF/dzdmCiM7U+5ZH4lhZrU1zN5M3keoEtTPyRHHCT/8jv+/Hs2F9dH1GRU5E/nwI4U9+5O9/RzQp/c/2f/8zaOH7S7d/F5E/fvv3j6xPY8q8+iQ3/gKu/IQrhEBdNaAZ1gpZNK3+6T2+abV4jIbK5BuNFJYCQlUhcYQMhwpTRtFrDZ33Sl+uaxgPCYsJcn4NXYOfDUgKR9SCOK/dx8lM2YOzDLcYYosO93Cm3n0nQ2zd4U2gfTSjuTfFlC1GIkIWE9+UhMsl4WaDbLbI7qC2WMcz2mmMKWoV8CaW8PxCLbIQ8BASgx2NsJuDzjCuV5h9DUEISQRFDW2HGyREmxL/4IRwOscbi7QBmQ4xzmNWeyIi2rl2UwgEE5D7x0hZkf9nT5GXN3gJiBjdkDxqnjvJaf7g2zDIiA4NwYIMBjRP5viTGfWXTvGDhO5orAeOzpFelbArscMBdt8gLy5105qP6SY55bvHuNMpLhHCKMWfTWkfH+EfHCGP7yODAenFQUk+aYQxBu9bolUJ8xnRaILsSnwe4xZD2pFuksQxJlOoz01z7LaA4GnnGRKMvo9GoGghTyG2GAx2WSBxTPnOsZI8ipb41Y5kW5MeWqLzjcKZqzXtl05wBLJfe0a4WeNcq69b4zBVi4xywnyk76MY3KOFkqNeXmCfnmNvdvhhquLnLMHsSqRuiVd6XTRffaSC80OB/c2XRJVXyv43niKHGuoGU7UaNpunKjqPLW65gZuVWtu9uiY63xDVgWRZEi332PfP1e8xVqcac2iIDg32uy9wEVCUtGdz7HfPIYmwtSe6LvD7Cj/LcO8+oDkdYz+80g9n02CeXxK/WOHeWGCfXSKHEnuzxXgIZ3PC/SPcZIjtQEQdZFjvkO2BUGvoKjcruLzRuaUIJok1/ipJ7uK1/OFAKNSXVeJI2dVdd2fQ7Iuyz5SLQAxt3bG5+vEbNH8WOjkRmQHr7/nnP4/G5dyuX/iegvZXvuf/b9cnKlj9+t77/oHriyL3CZeI8OWfffd1twavbbzqpv+7VdCibdUqSCWlSN0zuARkMoZBhkzHav/lAyHL9MOymGu6NQISYS7W0Auk2ZWEYaZD7eA16aCuMbsSe7HF7Cri75zjuk61QVGkTiGPj/GjDKlq3fjyDD8bEoUIOjT0MxOM14u8G8Z0sxx77xSpWnV52Jew2WkXkKfIrqT+mTfopilSN0QfXimklKZkFweIE0yWInVLVDWQJEjZYreVur+7Dls2WDH4rqG5p2SBEFvaN0/pjgYkz1ZqoHuzVn3YriD+xlPsb51jbYwzAbne0DyeEg4l8vySIBC9WGLimKgT4nVFFzo4vyK8/wJ5/wU2gDy/gPeeKeOu9hiTQBew718iVYcsJpi/9z5NDviO9q1jtXtaHqjvjWE2hrpB3nuBbHfwUgtndF0y/NVnuOlAi7frVPjfdsSrguTVDrvcY5dbwmBAuqwhFjobCDcrfNcQXW0Io0xh1JFCbHa5x223+N1B9XpXe8gyvPP4ozHd2Qyz3mnQp4mQ0QiXRnT35pjGKTz99JLoek8YDwhicF96jClqjBhMHNE8muOHGWZXEXYldlMQCLjjMW6YYK1V4sq2ROJYRfCbPc1bJ3ptPDwmTEfIYqqbv7FQ1vhHx2qcPEzpMkP11hz38FTF7HVN+v4NeHWaMUUDVU33YEZYDJGvvgVJBIklGCGcTTAXexXwD3Ok6ZBvfED4zjP8/QWu64i+e4W8WtHen+HGKSF42nlOFwliDV1kCJutft7ShJAmirCcXyuBylqVQIwGWrCSWElicYSMhpjFTEXfnQYj+6ZRzlkcYwYDEOkdT1RDK1b4ys+9+yPfr/6+9dnM5BbAL36frLe3AUTkD36fn1kCn8ip5AesT9SPfgFXfoqVZFFPh+814UYDNe/surpOtTPBa6d0fKTQ5WKmIl0b4aVnOqWpOqMMBsjJTF0iioowHuC+/BhZ7hTObDt8eVC9065ARGhnOeI98U7DSv0g1fiQxZgwjEn+1m8RHp8qsSM4vHdKOjiUMB/BIKH1jlCrnVUI4IYx4lWuQBC6aYbpHC6LwKUwyLANutHFEdHFHsFgWqeBsHFMF3nsckfIErw1hLMZZl8R9nvMeEQ3TsEHXKmRJK6ue2KAxRQNsiuI9gXtO/cIowy2BbYxdGmCDDI6AvbiRu27mpYwzDEfXCKdw/iAFD2b8mKFWwyVxXo2R+IELm4Ilf5/EIHRCCOG6Jsf4N+4T9iXmOs1YTrWRPXFiHjX6pzn2VK1ivOUaFNpBzAZw2yCN+paLx7sQYlFBkGKhnCxwo6HhEFGmI0JicVcLNUEYDbEb3eId8i6QPal0vUnQ8zygN1WdCcTzGyKDx3u7TPi8w0cKrp7M+TZJdl31cy5ffOELrZ0i5zk2QrbeszpCNMK5uUV4csPNCU7iok3e/wwV+u0YYIsJthDS3K5U9hykGMA33XQaKGldXgRMAEWU3XwATgaIV1HeHymwaORJS5awukxQsC1HaYN+CTGth52FdYEfJoirVdvy1ECxuJOZ9ihejzaZaFRRBFgDd1Y7fQCgezDC9onJwQrxNkQdxJjXl2BjZFJSnt/jA0eqpogFmYZ9mpHmI70upzlmGcVYTIi5IkeOH/tFTy4h61qmIz1Gjm/0ntsuv7A4voPilM2dNcSOk8IfXhyVWkHdxu/JfQjukBV1OTD7Ee5Vf32FT4beUAI4T0R+UMhhPc+8s8/D/zV/vsFWtQ+utagXWAIYf2Rf599iofwiX7mi07uU6xwe5AI9GasnbodWKszuDjWAmcjZDrV02JVqR4njhSaTGLIEkJREbZ7QqtdHrFCmLLTYboVi5+OCL4lzEb4+YDuyULhxckQ03o84I+GmBAIaQqHCrOrcW/dU3PYNmD3LTIfKQTZdZjnV5j1AbOv9eT83ae4OEIcKvTth/MBNEQytmre+94lrm2oH45x01yZoz7AxQ0+TzGrHeZqr9o/eii27fDOIbsCdzgooaBRODX+tQ/UPHc2RBpHsm000yuyxM9uwAUtkDcr5NvPaBdDbFGqS/zJVAv3oSBOBsjpESFPsRdbmE/xkcElhrhVtmCXGrpRrl3M0ZTuq28gkxEyyDBpjpyviD84x4xH2PMbgnPELZiyJd7VmLol1C3dxZV243FEqAowBm8DvHlf4bd9QbCiBsuDVN0wxkP8IKWLDSGOCA9OkCf3SQqPj0W72k47ZJ9n2CRFlhtC2rtqtC2Rh/hG415ERLu0n3qLkGcYY4jfv0LqluT9azie0b55ipuN8MUeH0eY917BV95QR5nZCPfuQ3XhmYyQ1uO7Bmm8Qqytp51myG8+RYzO+aJDgzEGxBJWW9yHL/Bdhz00yLrAHGriTYlZ73DFAV9XhO0Bsy+JPrgiutwiVxt1BJoOIBKkrAmDDD/NMZUnWdVEuxpbq+VWF6POPNNMfShBk9jziOA6ouc3lKcDbJri/sBb+DTCZZbsO1fYNFenmtgQihqSBDdVuYHZlMo2NQZTKMzJfKb1aDQkdK0SuwSVA9zmxhUFYb1RfavT2bqEoDBfZHUEIXJnyK4foAAu8O1f/u6Pa8sC+nr78eHKYxH52x/5+oWP/q4Qwq/c/V6FL/8xXsORs+9z97dFb/E9//4nReTmk3wBv8AnWF90cp9wXT2/4e/99W/1FOH+QuY2Mwq9oG8tvXrWVWgbZVnGkZ7u2k6L29UNnCyg6DSSpGo0mfhqqfKBYU4IgchPaE/G4D3xdUE3SSGOiK72hDSifTwjerXBVi3sS6RqaN88wSSJmj4bA3mG2ewxmwL38Ai/2sG+xN5s4PQI9+CY/L0L3GKCqVr8/kA8HuCmA+RQYbYltC3d4xPsukRe7TGNh6ZUKGmY6YaZZ9hDAZsd3dEEfzTGWItpHHY8geUOX3VKze68ziw6R3y5x5kAmwNyKHDvPsI0Xtml4wHBCu50qhq6e0f4psG9c0ZStYQ0phsmmLJBbISNI8KrS7WTmp7grnZI64l+40N4cEYYx9QP1RuxzYVgErLVnrAYQudoH8yJ3jsn/uYzzRQLnvZ4QrzZQXDw+BQii+xKWG+QxmsSQxTjt3ukLJRZerPVAFhr6Qh4A0kT6HIwdQMv1nTTgbL34pxumuNNgDSGbz6D+0fYzQFWO2Qywk1zQlUTvbyhfbQAPHKzo6tKImMIZ3OkbDC7knaSEi9Loq3H3+yUYXu1JVxtoWmxhwreVzszOZ3hDLAYIVdbNRiIUpx4wnpP9J1zjI3w0yH+eEo3U9YqJkCe4roGM84Juz3eG9yDPjGjqPCFmoKDwHwCF9eYpiN+tcWdTbFtjVze4GYPEYva3d2s6N59iEGlKpJ6uq4jKuoeil7hj2aQx0SrLX5X0yaCvd7rAaCs8XM1UIg3FS44orXa6oXLJVaMwp6bHfLwHjin0TiLMWa5JxznSOFwL84x8ym0nbJzrUWOjnQs0XY6Q89VO0nbqvbVGC2UYkD6ThchyiPe+NrjH+le9X3Xx2d4XocQfvZj3vbfA/7Rj3R2a/7+Ynb79+/t8N5DXU6+999/p3UE/OLvequPrC+K3CdcJ4+OePLVBzz9xgtA1C2foBtqXevF3WlsB3EMBASjm3maQaMnSilK5GihjL7BgOA6jPP4zml0R5ooxTwEvAj25oBpOtw0QxpLGCTIr34HjmdEF0sdjJcKW4VMY22Qku6dU6L3bwhDnSn4XaEF+MuP8V0DaYy/XsHRI7qTKW4+wt7skD1Q1diAOo8MPLIP2POVOmzYnlmaZ8iHL3vYNSJsttqJhaCnXSZ4QMYZbEtMbJEu0L11j7Bv4L1n+NMp/mys8NflFv/wVE2HrYEk085nX5Ccb9U9JhXMriT6zoUeHuYTggR8rTT9sMgx6w1muSVaFbopbQ6EswW2bnASE7/YaPzPqxUMM5rTEdHVDjfOVEM1HBDqGne2wGcR9uW1+pFGEeY3P9SEieM5YTJEXAeDBIcnurhBshRvLRICYTZUHdnmgEnmGoG0OsB4gElSWO6RzhOmY2SUYB2E7RruH+PzmJCl2MsV/lCokP/tB7RvnML1FuYD7MulFpPjuVrJAW4+VBgyj5BdgT2Z93pKNMJptUPajnCvl648v8A8vqfhr1GMPL0iWEPmVDKB94R7R7AvkKrB+rEmLEynhMslMh+rz2OW6XvWdsSv1vhhRvfgBP/eJaZuMc+vYD6i6Vo94MRW58TeYy62SqoqdT5o6xa5WBGOJ/DeK6J7M00JMKIHGReQTUM3yQmJkoHiq20fcTUEKzgT8IshvLgmDNVswH3pDPnOS4y3yNFCof3nF7CYKOFrtYPLG4IPmPFIY7SSREcSoZdFRJF+vg9OCTz00Ddod5em4PvYnfa184n3P/7E0s/afLlnUf7SRzs7tGDNvuemM4DvgSoB/lII4S98wvv83lngD1xfFLlPsdqq178ET/Cirgi06nxQ1ZhBrv9dljqUzvSDLBL0QxMCMhoqDFXX+kEQUUuus2PM1UZdFZxHYoustvgHx/gsQZZbTNnhTyb4r76B5KnO6Lwgqce1NUYCNs10070ukaqGfa02REVNuNzg7s2QxtM9mCOJVZnB0RiKGglg5hNC3aiZdBxDbvCRxY8HRE8vabMI+60PkVNl/2EEn0X4NkEe38MXBW46wFQdVLWaNu9L1fXdO8Z2gs9i+OqbRE5wRQObvfo0zkaYD87hwTEuoHCoiBbPBOzuQMAQykbTmQ+Vmvf6QHuUEV3u4eE91fEdKmUNni6QsqWdRJjtgWBiwnhCOOSYQ42MFEKzbcCuW9qjEYxPkV2JWKO2UrMJpmwwNiKIknTc/RNcFiGXa3UmOZrAsNciFgUBjx+k2N2B7myETBKipzsN8axrfAgKBiQG6dDn0QpBAnZb463g9wftCOdTfNLnFd5fEP/adwgPzuDsGClKzNML3BtnCELUBKhalZ9UBXaYER4e0zUddj5S663xAJkO1PNxW9OlKj2RyYjgHN04R46nmFYND8LZAooG23g1p66dyihOZ9A0BB80iBSFo03iMS+WWBvh4wBWCOs9MaiReOsJVUuYDQiAC0LUodfMpoTrNX6U4xdDdbXJE6JVibQOaVr8KMXnCelNSTNO6LIITIzNU5V9vH+OW06QPCEMckgj5GZL98aZSl82e8zFCvEBv690Xn16DE9fEtIE4xzeW7i4giTBzGeELOjB1hiNtrL9ITf0ZhBNozN5o2YLt8t1nr/xf/tl/qu/8PM/wp3qe9ZnLPQWkT+OOpX8Sv/3PxhC+JUQwq+IyPp7br7g9czu9UMK4U9/0vv9pD/zRZH7hKupGl69d9H/TZ1PfKVU4tBvWME5HVpbi+QZ0raK1e8OhNkYxOCLQrPBRiNleY1HkCfKviwr/NGUqE8plthiWoc/lIQsItybqQ+fgKwO2PVB517zEe5rT+CbzzFNo56D6z3dyQKL4F2HuzcnjAaELCGMA9F3L2CQ4WNL8u2XhDyjefMI+2pJtC+RzuPzGCYj2OyxVUsYDTD7EnN6RLAWRkPdhDcFrHeAQXpmoblYE2YjpHZ6Uo5iwr6gvT8hutpjmw4fPNHVATcaIK3DLA/gPGa9x9Qp3ekUbgyhrjEY3CDBVEBRYRCdQ0YWtiX2+Q0yHhPqGvIcu6sJscUPM8ShkG4UY8USLrfIrlZB8L6COMLFBrMtsC+28KUnyIsbTV548xSfRkTf+FBnYGmqgvyrFTw61sKyqQBLezqnWx8QGzC3gZxWYW0/SAnzMWZXEE7nMEh036lbbNU7kuwOag12b6qu+fcWhMkQ1ns9AOV9uvw7jwlG8HmC3e7VTurlNTKfErJEM82GOXHnCYea6Pqgg5nOaVd6KDWpO43wqxI/n2DeewmrPTYEMPcIeaxdnw+YTaHmAXWN3R/Uoi5JsDc7zKagm+baJdYt/vE9PJ54oxFEtonxqXqs+rZT27IXK9phSihK4u+8Ijw+1cNeHKkDyeMz7AcvMY/vEdIIP0iQTYGb5RANoWgIItQnA0hjTIeyU6sW9+AI9+4DZS7Xrc7fioLovRfI2Qn+4QJii2zV61TKirDaQxprQHHd4K5uMMOBXk8EPWxEEbS1BhlHVj/71urcXURRizvj2t7+T5Rd3ZTNj3az+j7rs/Kl7DPdFqgDyaz//p9B/ScBvv49urifR2UGP/L1RZH7hCvJ+py4ALfOBvSZWdRq0io9s8oO1ONROg95rCy/oiKsNpjZREW967UmOm93yDbAbAL3joiWOwICJ3O6QUy0UVeRcDZXv7yLJfLqBr72Dq53LgneqR1V1eD3e6QLBGtVB5UnxNuCbj4mWKPJCBcbnVN0DtnXmlJ+qDD7ClkdCMNcu7p9jUtjzL6A0QB/b4pUNWFfIaMcDhXu/Irw5kPsbEQoK8zVhjiOYTom2pV00wEkqicSEYzzyrRLYnwEPo2xTy/oxjnhaEC02RG2e/wghpuNdhfvvUTyAbap8ZGBkzlsSyVhrDe6qQxyZSoSaeROWeMeLtTwuixhPiGUNcY57PqAX29U1/jglOAa1amlCd3ZAvviSgkbeUo7SJBDhX/7AfGLlQp9dwW2qDEfXmFmU1xPKLIvb/TaSCKFsfMY++4TpG2QsiFMBrSDBNN02PfPcQ+OsQ6kaXCjVA9GIlDUBGMxHtgcIE0xmz1+lOEWA6JtjSlr2K+VFDMaaPLBocK1LTw4hj6sNTStatmKAroW2StDV548xvsGOb8hWq4x4xF+MICjqc6PjdUuLQToGoKxSqd/dIbfFjAdwnKNyyNoWg0NJuDzGNmr/ICrDV3TYCdjjFNRuK0KVHDewiAmPD7DvLxGZtqt+ggYD+An3oSgtnOyORCtCjoCYZTDIEVMUEbyocLjkLbFBMFZQ3xZ0tUOubiG+Uzfh6O5HqCud5im08c3n6i7TFkTXKfZcZ2DPMdvtjAdYwb6WRAjUHvdA/rsOHHuLjdSRHTmHtTm6zYc/J/9pf86f+x/9E/8OLas374+g06uL2p/pf/rRwvXnS4uhPBLIvKLfbf3NvDd7yMER0T+RAjhY6d8f5r1RZH7FOtf/N//d/nX/od/Uf8SApKm6ozgHJLE2tEZo9O4OMI7h2k7HXYXJTLIe7lBhq+3SlYZD/H3jpCLa+3ShhlERkXU+wrvO7i3wL5/QTibQ9UQIoPcbJG2gfkUgkFaT/fVxwrBRTGyKQl4QmLoFhMNL606ukGMzCd4K8i2wq73+EGGdI7o2Q1mPNYi7L2aEWcJnB4hdYNcrvCjvKdexxqPE+k8zk9G2H0JaUIXR3gCIWRIVcH5QU/rXcBc7nBdi9lpx8lEIV7Zl4TztWb0tR1mUyFlhS9ayDN8FiPWKExmRZ/HrXRjNIDxAJfHmOuNFpjtBp577Gigc5P1nqh1eDwhjnR+k6cwHRGuluA6NXYOQSUes7HCWqs90cslYTAgRAY3yWG9xQxytX+qKsx6p6zZPFP9XONw8xGmzxm0SQovrvH3j2CUYV6udZZZt0ijZgIhxFjRsN14XeEWI8JiAocK23nCaAipdk/25kC3GOo+GuucKNoVAJiuValE797B/Jh6miHvF0TLA2GQ4Y4miHiMA//Vt+C958pePJrBaqvXcRfww1zng9ZgPzgnhAyz3BIGMbIN2DjVQNKiUrj73olGQqURmAZpO6TWQiRti29ana9d3GBiS3BD/MmUkMXqvrMpCLMztbdzQckdBkwVNMetqBUmTGLtzs5X+jqmKf7sGIfHLg/QNNhkBBi6xVBnyEEwqz3Oe2Wu5qmSZKwlFCWQIplmOMpyq84nbXeX8i2dV0a198qa9V7DjOP4tWG7CeC61762wL/9Z/4D/sB/+av87B/9qR/tZvXRdQv9/15/jc7V5GPc7s/+brcBfqk3aH7vd73lb//dH1tZ/0WR+xTr3/pf/WX95qMnN2PuAhPlI5EboW0J+wMsZghW3Tus0TBVUMin/4DJoYTpWE/73uPzrNciqeUUVYN7sMAE8Mczwhun2O++UujKe7CihAfARkr+aI9G2G2hMzGrswS8xxaNMiaHuXpF3rRqAjxQw+iwPWjETmyInl8QJiOdqcWR2jY1jhAbXGTw0yHJfIYIWpCzGJOkmEONORQq2s1TZZI2Ho+HUYb9cKOWV89ewWEKNsIMM7XSSiIQiwwz/HKjHfB0pAzKpsU3Nb5pMa3DTEeqlfOBUDYY55Btqff58BRzs9GwWi+ESY7bHmA41GJ43hfA1U6ff9vhXr1QMoux2iVMRthOyUWmbXHzEdG2oms6vPN07z4kOl/DbNT7eQo8PIGrtUJcJ1Oiyx0+trDZIcMcs9rhqwYzHWNu1jo3PBRI0dHOh5i6w+xKQlURpkNk20HtkCQifrXCO6f+pIlChvLsAmymwaZ1jb9/rDMwL0r0e3WDkTkyHWEqp5v3+oCc9NqzolL/VafaMrcYY17d4Hc75N6x/nycIGmGpDnBBdjsVEZzvFBy0r6E1UYTJQap+mderrTT/v1vwXuvwAjujVPsq6VCuI9OVcy92uHePFNnl6X6YCL0eYyVzsCGOaFxmM5hNiW+WulnbzaGPMdtNkgyRHzAOIeb5rBcw70jte4KQK0CbxNZTY33ncps8pTw/CVkGWYxA0S1c0aQzul82prej7bDnBwTdjuN2PGeIObOpPnOy/KWyRgCoQu8+ft+/OzKz2Hq9xHa6R39gNuE/jZ/BiWw/FngdzV0vl1fFLlPsU4eHbN8tem9mT8iJfBeKcx5Tqhr/YDkOSaJCZUmWuMcUnYwHevPea/OKD5grjd9sTIwHmJf9b6CtVOB7upKh/SzMcQWe+jgeE7Y7NX9JB0gBKTucGmMXG+JjKXLI8yuU/JL00FrCONMNygrmF2hlGgRPf2bkrDdq3ZrX+j8zjnC8YwwTjEXGxWdA/bQEtIINxuqk0rdQlUSbIypA/5yqTOz5Ubhu+uVmv0+OdHEhaYjus4ITas6Le+w39iqU8zjM4V9fMAczfDXS53b1Q4enCFPLzCLCeFmqaG0IgpJjoYq2i4b5Jsv9LU+VDr/ah2SJdrV7UtYbwlRrNDmekMYDZGvvIksN8pw3e+UkfrwVOHQWmc7ONFCaA3RoVFz7vWeEEf4BwuNJcoi7PkK37R0908wH54reUFZFprnVhSKAhwKmE+wTUd0taMdaVyPnK8xVxvM+RKmY0LntHvzvYNObDQt/WgOTUcYxfjNBmk63FghNnxQGPVaZ78hjmA8QMyQsN4SsgS5XmvqfFVjcrVQ86dTeO+FXt7DEeIcBIcfZUDARlYh9FeXRHmqlmHvPlED59UO9iMtQnGsM7HBAOO9uvakKWKN2o9dLrEhELqOKMlUimAFefyAcL1SRmueES526pQTR1A7PRBGFmIL6736myYRtmgIVYlNEnyf9Sdy/7WOdVforDHNENci8ymyXBOGAySK8FWN7A6Y2QSShNDsFZ70nrBcKYM6TQh1AzaCzAIgwd6RyEJvCXaHV4pw/OB7WfU/hvX5K3JfDyH8+z/oBiLyr6Cygb8K/MkQwvuf5A6+KHKfYq2vtsqs7IJ2c5FRsgnoqa6skCRSllVdq9+iEWSYw3avVlyxGjSLgbArdYg9zvU0vTko3BFHCIaw3/SCUoepHVI7wqEmTIZ6msxTouWeIBafROqCv9ehPEaIHGoxFUX4utHQyrIjiMc8u8RVlTrdJwZOJthnF3q6rVvCfKZzqvMbJElxHhWiE/CTvBfCB4gN+AhfVuqoMu7tkMZD1ZR1HWG3R+iDZF0gtOooz3yC7CsVq3bq7kLTKpElTaCoVHbhvFqa7UtoPeHhCeFmC/eO9d8iQ5iori8cTehmQ6Km1Yww59QN/2ZJGOeEQYpd7nB/4F3CTl1GpGpgOND3cl+oA4sY/HAA2wO0Lf7JfZ0dPjklqhzdOCU8u9RQzsenhKZFrjeE0UA74tlEEydCQO6f6AXUOZ033l/odbEpMOc3hO0Of3aMoQcCSp3hsT/gCdi6gRbseqMd3P0j/PUWCYLrGmWuvnEPUy8Q54lXmhqhsyuLyyOi1QF/toC1GoObzimsfDYjernGHQ0JH7zSed3DM/jSm8iuIBQFvqoJ7zwiSCC6Xuqm//C0T91Q+NdcrpAkw9fq4hLefgTPL7CbAyFXghOHEv9gTny5R8432qGNh0Q3G5yvsM5jFgukbnFokoBEFmlaNU0eqG7SuBo/zpG2L7zGaifuO0UVihKZzwixxV4sCXmKGw+Itwc9eJUNJgQ4X+mcun+/3aEPTt0fYJBppzzIMMaqDGe91cNpb7qNCL6puStonQrq1Ze2U/LJ56C63IrBP0/rBzElReSPAX8BlST8fAjhr32a+/gHpsh9RrEOn8k6bIvXkISR11RhgRBFiAFft0iWqFZMBJPleBd6zF5hTtnt4WgGk6F2bLtSxcdRojEtL89VBzYeQtvhz+aYfaOISOfh6bnahD25jx/kCuklIyWQVK3CRts90ggyHSJLDb2UoiI0SkwIYjBVDDZWQ+Vij9DT+4tGP6Tbnc4z2hb54JVupvePkacXhLfva7TOrlRW3L055IluSD0jk+VGZ3ploynLVY19fo3MJjq4RzQGxyZ6UJjGuGGqeX0C9mSuGqN7J1gf1EMw9HX/ZEq0rfu4mhGmC0ic6iHAosLqtiNUlfpAGqNd5drivUNWW2VzAuGNB3p/mwP+3gkcTQjLLebiBnl4hjjoNipilkKZcrKvMeMxstlrHtlYH5t2zOr2Qt0qaWG56+NW+iiaF1dwPMWUDcF1MBkhRU1YTHQetm/g/hFSjmG5xjcd3ihpBwHz6kaZknlKiAWyCPvsktB1eGMwi0Svg8kAdteY/R5aR2hy9ZW0MaQBWzS4Zqmzvi4gj+7j6xrTObhc4atKr+9+ZisB/Bv3FXEIAXl0T5mcAmE6wLce+/AMHzxhvcUcSkLitSsqC01eH6b456+Q2QSJY7U4axvdieMIDgU+TeBorukWuwMyHBFsiW9rwuMHyMVWO3QRZJCpCDyL9RC1vtaDxr4gnEzx4yGcTPuCXSJpjGDUczKKYDwiPBziX11jrFFEBVEruFpN1+l6XVxkX48qenhSSrX1uu0EsUa7+f7fRKCuGtIs+WFtS7/7+iiE+jleIvImSmL5GeBPhxD+3O/l9/0DUeQ+w1iH3/MKIVDt6/5gJmrFZRSWkD4BXKIYbNAIF6/dXqgb7SYKPYnq47SEzR4ZDQnn14rrW4Mn6AYznxJOp9A4jYmpGkIWQxbjbMAy0LSC1isMGjyyKfCR0WG/iDrd7/bYWoXi1DUh9AP8VBlxzCaE2OhAfzTBBw/B4+8NMedrFTUbwRcV5miulkcmhkHAXu/V6qhzmNGQLor62ZUDV+qLNpvohyuBEFtolYzAi0vIYh3QW8st7OsFtfLKE4WFLpeY0UBnXbmaTAfvYdLP2coS6GdE1uCaDqkb7GhICNoJcLJAXl4rfb9tcLMh9nKNv96pg8l7L6HpFIosaqXjb6wWm5MjQhLjjydghWhdak6ZsQrl1mrETe/AL2msh5BDpRrFrlM2aByrDGKQElqHWa9VmuG9Fn/n4WSim/B0rI9b0NdnXyBdhzlZaKK3GD0QdQ1UHuNTwub1YcRMJ/i6gabGbPbK/hNDoEMuV0rRH+dI7ZA8wzhH2Bf6vqx3+JMJ8uIacQEznWjxMUbNBsa98YDX647O4ROLOV8S0oQozXDBY0pNjAinC+TQwNUNITLYPIPK6QGvdUpISSIYDuF4TLhc6yHhUIAdEuqGEEVY55R4s9zA9oCfDxRmTxPkUKtkx1hC6wiPH8BqrYnxYjBphlzvcNYQHpyA18+rORhNfM9S5GatEp6uU1nP8ULZl+Ohwpl9UfOVvq9mONDrI9KoJrpO0ZvgwfVbhHdaWwj8H/7Fv8j/5C/8qc96S/pE6/PWyX10icgEnbv9SbTI/aMhhM3v9fd+7r0rP+NYh8/i8fDf+tP/Ne3kbr980KLQNJoUXJZ30RtYq7BGmqioeD4ltI3+/2ysZJCyJNys9fe8usJEVgtnpZ6A9manHZ3XjocQNDpkMVFmnrX42QDfNEgImPUO//IS2R00/mM8Uv/JPFM93nik7g032tlpeKpXksuhQIoKnp3rnxN1XqdptDONY5gMMQRYTJS9l/aarEOJPDvHTIaI9N2qtVrgZlMlmbSdZumFQJgM8KdzfKpaLLl1FKkaQlnD+bV2t02DLypkV8Bqi1v2m+AtgadpNOmhaQm7AlO3cDIn4AirjaYYGIvcP0EOJRL1cTJxrDT15YYwzjHXK0hiJIqwUaIdRKbEDHFeoeJvP9OCUVTI5Q1yKLSgjQbIoUY+PFcnDyv4synu0TGhnwn6qxtC3hfFNEGyjFC3+p60TjuwPiCWziGJQa42yMUNnJ0Q3n2s89jpRA8A41yLZJpC1+lBoJ/nkiUKBa92mkThHJwstJPdbKFr8ZOBHhDaVtmkYpSafzTDXPcFM9Gke8kyjYdqOmUdOocpK+zlSq+dXaHvwTCjSww+NoTtTpGD1kFRQuewpc6xpGkJuwN+v9cDQ9cRjifIq6VC9G/cg0GK2Rz0c5JGhK7VQn92hD3U0DiF/tfqlRqGmUJyzsMo1mvy0XE/i26gqLCHSlmbaaQHIKv2Y9K0en2ezjGnx8ibj7QYXq9gp0QlESCOlYjiA253gKrG7/Za6PpE8DuvS+91fkcgzlP+8D/x/cz5f7RL/Mf7+pE/LpE/AXyAemD+oRDCP/1ZFDj4B6OTu411+PPf43r9o4p1+PvWf/Tv/k395naufOc4LqplSvvcqarumVWiJ77+ywwHr0MW1xtCFCmF3XkkjXXYvi+RyQgjfSYVQUXL12vCUN3sKSpMlmkX9eJaYavNFj/IkcUMF5wSCO7NMKuDFlFQEey9U0yk2Wdcr2EyVnhwe63PI44Ukoss/mwOVQ5ZjmwOSBzhjcCrG9yrS3jnMcb0WqZDCb2+jKZnbIoQzi/vokpIYqgqvEFhs84TkkSJDt4jO2Xt0encI5wdqWbwZo2bD7HlUGG/8xukagj7gzrI2J652jnVlQ0yODvuIS10tpMPCGmkRJeiRi6ukSRF0hjvPDLI8F1Almt4cEoQD8cTtdFqG+xkpJ3Fag3TCbLaQ5JoIRHBJ7EmbFtLkFaf62Sg88gsQV5eKVkji7STqGolnQT0tVnv9Fq63ihUeaiUwXc4wGCObAvdfI3KISgq3aQXM70kswwpSoW3fYc8OiMcKi1OTUNYTJVp6Bz2t57ra7YvVNRf9weZtoM0Jrz1QLvozutcebtB3nqM1DUsNyqX6Vr1gBxmSuZoOoIVImdxgxSaCrPcqOB6PEFO53CzJgSn3W+awHSiO+tqrzB3Zgnf/ECz6fIUuVQrOZVKeORQ4uJIoehtoQchGymLN3jNtysiJbz0ZgRhYPVaq1vNgdsXSlwR0aDgugGTqEtNoXPlcLPWn8kzLVZRjMQxMh7j697ZRES9L9sOnDqd0M/pFFPXDvrffvqvMzka/7C2pI+3bklIn6MlIj8N/Bvofv5LH8fiS0T+SAjhP/y49/G5L3KfcazDZ7JM/LoBFum/T9R9PDinXYcIIbLYJCagNG5u412avsNrO3U+76N0iNC5RWIhiXutWh/fcSgVOoksIc90JvD8krCYKbFjkMGDI/y3PsAUFeH0SMXbF1fIQmG24HSeIJdLFQ4fKuzuoK4XlysY5nqb6QhzuiCstipx8F67ylxz7+hjR4gs5v4Z/tDbdT04wYho4UljgrP4ptGBvbW6GUYWxCDHM2zn4HKjBX+zU/hxX6jOzDnEO3wW6f312Q/RWl3/w3aPJJHm8OW5PpbFHH91DWWNnI2RWw9N35MBdgdND49jTW4u+rDXQaYMw24P5yvdxAGevlIm5tkCPnyOLOYKO06GhNOZRuNUFWG30o4iTSBL8NcrzGSs3QGl5pQdSk0teHSPMB3BzUohssFEryOPCraRfn8MahWWxrjRQok4F0v87qBkpq4j2EjjXppWYefO6TxvPtLHEoISdYaZFoQQYDrUfLurPaHzejv0vZTpkSIFm1Jhrd/8ADmaIW2jmrR7Jxq027ZaqLuOMBvBSDWGsi9gPlPtW1ligsdnGf7NB9o5tx1htSXcP1Kt2WiAQfqUhQCjXN+jQolYJBqBw/m1dkne43ctJs8wDsLVhkDoCV4txhr8MEVeXfcygbjvYlEXlq7tD54eWcx0tphooLEMM3j/BWY41FzH3UE72PFIfSc3a+0GZ1NCoVpEiaM+8T3o1el9j+q4/jqPdCzgA//zf/LP8K/9f/+Xn/VW9MnX56vGgTqk/Hk+JjQpIlMU0vy5j3sHn/siB/xOsQ5/qP+n2ff5kduit+D7pMj2sRG/APDkyZNP/HguP7xG+ffSz+O4E4WH/UE3185hsL0kINJTXpYqESOyyqRbbzDTiZ4Mt1sNUBWD3exxdQWLmRbFNILhEaZz+FRPpGZ1wCeJOk7ULWGQwcVSf58YeHmpbM4nD7EvrwlZpnT86YgwHt4RCELbwfqApBHBtcggRY7meqq/WcPbj5FnF8jJTGcdeaqn+hevkMf3CXWr0SnWYpt+7nPrM2mMFrxDqR1W8BArZOpj7Rwwos+7qpFcYTcA8pTw8lqp7ZMx4WKp86/juUbQdFZnmWkMLy60GDUtkuWEXL1C6bzCel5P9/igqc8Ego2UYfjoTAkVLy81S+7sGMlzvU3r9CQ+zOHhGcbEhLaGW6kEqAi56/CLSR+74ghv3Cd0HtN2+EOJGY8IiUJqVLVCQibS62FfEpZrfb3SGGYzFRfXrW6QkcWgs5RQ1rqhL9d6SMqVMSuDgSZW1A2y7hML6kKLUdVoEYwj7fi2B5iPkPlUs9a8R2yi7+lRoh3XQQ8aZj7H7Q76e1wfHTUa4Nc7uHdEuLiBsoGp6PuVpshoAJW+r2FXYV5cq2F1VenrKhBWW3h5rddimsChVNlNiGE00NBhHyCP4dUl8vA+bPf4Q6mw4KifxfmgDiTHc7U/q2vYbnWGWbfKeL1ZqktPmqr13nSoVmyNwrUsN9rFtp3CvNYQLi4VCveecCj04BZHCm8jOhs2CvGz005eGabut+lkQ93cuZ588//3bZqqIflxEk/4XM7kfgX4O8A/1duh9S3w77jeBT4R7vtjK3J9sfod1w/owH4vsQ63v/vrwNcBfvZnf/YTv+1N1dyxlEKfJUXUx+hEKsYmuaUQ64Vv0phwy+RK1LVDxmO885iq0iF73cBkpDM7UDZi8D3CoC4qlA2IBe8xcURY73S24512gZ3TD/F8gusc1gdlfMYRIRaCFWS7w+8L7OkRMpn0XnuaSi2jkTJCI6tQ375QQsX1Gu4dK0HlYoMMh0jV4q6XyHyGzCd3MUJiRLvRbYkYlTVIpZZQYbdTwa0I3nvN21vvdE71/EKdYkSgdWp3VqhRL6CPw4imkt9uIG0PEdn+9U9itaFyDonVAJuiIgy0uLrVBqxRmPedR0jo9W0iyJsPdFZ4s0GOj5B6o4SV5Q5MpB1UTzXnRguT5DkhTbH7ihB3KtTfFApRdl5nTxeX6qxS68xUiTuiPpAEyDJ9fzwKTe4LwvFcWZE9y88dSszJ7PU87PRYrwnndY52s1H922wEAcwwx4cUe7PVzr8J+K4jPDrBrvoMvOFAr6HtQb0f96XanE17fVvbIMczlRqs973mLULSGJ5d6sbuA3RBJQ2gM9KiVA/IPFXy1KFUJq21WrT3By2KVa0HDxFll75Y6n288QgGqYrF8xzZ7ABROcBB51+hrBU6LGuCcUpQGuRKPvIeyVN8UevnKoo1VaKqEbyOB6xFbjaa/lA3+vpNhvpaWavv83yK5BnuxYWKx43R7i5Ndf5LUN/KPNPnInKHcPx2MTgQAn/xX/6/8qf+t//8J91uPtv1+WNX/tVPaut15w36MdePpcj1fmY/sN3s2ZO/9D3/9nuNdfhM1ld+7kv8xn/yTb2ge2Zg6JQIYaJYZ16gVlfOKXW9brT5KwqQEX5X6XxuNoUs1j8JPQxlNXHaAPkAU1T4D5/j33qCZHHvU+n7BINGQ8rNQBl4zuvMZZBhmqbXD6Gn5U2NAD7LYHfAOa8WUolVOKzt4HoJ41G/KTSE8UBJHK+uMUWNzzOF65YbqPoTfNtqd+GcdkXjEVysX2vgvNXNbKHQl3SdFmlrCNdrJdUsptr5FaWSZeh9AbtON5CTEyV2bAvCyQw5XuD3ByXKvHEfqk4PCbsDMh6ovimOldpvrZJDikoPGCKEOIartZrxxhpMShQRnr3SwpLF2mWsNgoFHmlXLaBG230H4otSN8Q8VwF9nsL9E2S51fdzmMMhKEEnxHeSEg61mh6nCeRq5k1Z6RxoMtTOf3fQWZCx2LrWzTmKMGWFf/ocM50SRhnSEzBM1eicdzzCHCrsZqsbfNvD402HnK8hTXCHAqkbwr1j/IMF5uUKqt5yLssIOTof7Dy4Pgi4rsBrOHCIIyUsxZEedKZjNQgo1N1fUpWDhLrRjruqFDoVlKSSJqoZjSOMsRpTFVDWJwHqGslzZSJ3jrDewm6vsOn1SiHN4UCfl/d95A2KUiB6GLxeYcZjvKCPyXvIJ5i2VKg2S6GqVAN5utDiLiDuWOUMTUcoVup3GQJhsyMk6IEqNK8hVRRqBkVzENHDCmjBdIpOPHj33g9jO/pE6/PWyf3nNoWgZ0J+Inr/ZxHr8Fmtb/yNb+k3pp/HRVZTuVs1fNVORjdTSbUIhF5KwGikNl+9d54czQltgylqpWLHFhPHeuA61Mqcq1vk7cdKT++cwjRIT7LotEvqiR4kiZI0Lm9gmCMXSw2rTGPdLIJXkfJ6jZwtdAhf6qwEY/X+Uu0Iwygn7AvYHbBpojow5+HyWiHXzmkXWVWvLY2qBgZBi8/xQkW2aar2WLGaVAfX6eZQdb2tmfTkkKDC7vW+1xlplp4cLeD8Uo2Gs/R19yZGH0/vNOOt0ee22yu9u6y0MAzUUUVchzk7JhwK7XiqSq20rFXozAck7iEt0PnaqyslCjmVVYQ8hUIdL0SEMB3pvKestAgag1yvde6X9snvIlosklg7hWcv7opPiCKFvEc5xvddWZZoB9I4JIvUtSN41WB5p3B1lCkEGUXK0LQWSt34ZV9oCn0UEUKLREaNiyOrXWQaY/IMEYO/XiHXooeqLFFIObLI+ZUyCQ3IYqFaseVau6HpVKG/ssJPhvDivC9iQzUCGA2RPO078g6/X6IXL1BW2o0v1zAdqTxjtdNDznKrcKlHEzk2W01wSGLECsFEmNEIvy+UwRhFSgLyHUaCwt6t0+K92mrRE2UV4zTEWGqnhybn9Fq6jS5abWG7Rx4cayc2nBK2e9VNeo8vSowIRDH+sFWI0vTXXxwrUcs51RTekjusQYK/kx6YyP6wtqSPtwKfx5ncD3197iUEwEdjHf62iMz60Lx/5iM3+XpfBG/XDzXW4S6BwAc92TsVg4dbhiUoww+0S0kSTKY2RqFpdFY2HGBGw75I1b2tVavztDhCuu4uzYCmxTQe07S9HkcNhsVYTJ7rXKL/wIXhQGeCk7GyEwcZLLcQDDIaIsYiRYXkQy1sTad6qtlYSQRNo4/hUIAP2OEQm2U681totyn3TnvGmahhs7FqVhuCnmBbNVNGRIXifSeBD8h4pM9/rGbKYX/Q02Xw0DncdqeSiqsbhRzzVF9fY7QrGo8QE+EP2glTVfDqWmddkXYXqr9qleo9G+mJPQSoG8L1UjvGskYmI/2ZgJJiqkYf33ikpBFjtGsZ5doxGKuzqRD0PUsTJb6sN5rqMMr1MXaqWQzrLbcJ8sGK6hjTGN5+A5lOdYYVRfp6v/9CDy1RpJ3ZttD3JFFfRckziCLsbPaRnxNlFO4LvGvvCEmEoAUqjpVQMR0RTuf6GDqnJJ+6wa03eg0NBjqDsnpwCEYUrrVWGZk+ECJLOFnoPMzrxu3rRt//04U+h0GORLG6iAT0fe8jgBgMkDhRgk2vLbPjCeZQ6fWQJ3of2606BlWNwqixkoswVvP0DgUyH8Niiu+t58zJEeG2A0x6s4WoZ0Ua6UNOYz1wOvd6lHC9grJVwbeIziIvVnCzxq93qt8ra531NY3Cvdc3UFVKQglBDRcOhSYRQM+ERn+fsb1WTjn5q1erH9aW9LGWyivCx/r6kT0mlQ78UNfnvsh9JNbhzwOr/uu79BIC4BbWfFtE/njvfPJ9Yx0+q/WP/3f+kbtiFkB1XLcYvDHaNcSRzscCemrsmZWSpZjjI+x0osSB7U6ZiVXvdhLrhzQMcv0werTbaVstRrdzp+0e7zpCUWqHtT1oV3B1A7u9bj5Nq/qr3R52O81VG/fsuiTCxjFkqc6N9lrUGOQECRrHUtaE1Qp/daOU/M7rxhn3oaGziVLXvdNClKf6mixX2o1ud9p5dt1d/l0QUWePqn98/VxNxkOdv1yuesafbsjiAqw2SpDxXgvoodA/2xZ5eF9P9c71urmO8OyV6sGkt0hbb9XFpWp0LlY3ep9Nn9pM0MRsULiqqPS5HiqIDDLICcu1kifq9rWhtggs10qGGOT6el0utdCvd6qJy2IlJ4gQdpq3Jz6o36IR7TZvY4IOhbIW2wbOFgq9tv1zblqdNVYVJlG9YtjtlbA0GqpPZ6oJ1r6qFUYe5AqBXq/19TiaKymjaQlidK5qrXaondPr1XXw4Su1Z7NWjZiXm17aUaikJWinrukLOs9irzNlOZ5rXE3d+3mOBpg4UaPu7V6vl0OhPpONvh90nUomyhLz4L6+3hdXrz9Dbavz3O1er43rFXK11O7RGjVSOJQ6090eFPK8PRxZfZ1vD4zSaaLAnbnybq+3CwEmE40YShIkifBdA2Wp3WkQPSSliaIdzivRpKyUZer6z0DbaScIOidHwFr++//qv8A/97/4p35YW9LHXrcypt/t60e4fklEflpEJj/o6/dyB597duVnHOvwe151WfPX/s3/SDsP01tS9B51d5ttP0+6fdQhoNBF7xDh11uoSsxwqEPrJCDeq8bNWhUrzyfKHLxZEvKBnlLXGn9Cmqie7lChg74ODApVBSUzSEB/t3OvN5NDiXlwRphPFW48lAqtniwQH5BD79W3Pygs5bzCkeOhdgNdi5QlpBkmTnRDBsxopJvwaKibadXobYcDQqtwKkYlFYioMLhtVc/35D7hZqVzrh62k35Qr4kHKfhOT+UEPcFfXsN2r4Sazql9WC+PUG3cyd3sS9BZYCiqfgbTzy2bFpJUX5u2VRcPj25QZamPNYmQndfCtTuor2Xn9H0e9+SMKNL3vu9cw9UNuEjfi1o1ZEQWKcq7MF2KUjfKpiEcdO4mkc5FqWqVWXU9q7OocZudsj47TcQmV6Zs6DolQAT04FKhHabrmbOrVe8kA1J3yibt8SoTW4IkfechsN4o7NY5ZDFXOn9fdPV9FoWbR5kaHFeamGGiSI2jd3sY5fjOYdLsDtUIVU8CyjOFKpNISSiTEbIrCVYlHiICcaIHuL2+1n5f6AHx7Bh/s8JMp2r3td1hskwLdJZDd1BnmT5lQ/rH7b3v6fwjPUh2nV4n45G+JtYQboXb+/76u14ptNhG+DxHBsPewgvCdaf2fL7Tw2BRakFw7s4E+9avXaUr9Do54V//H/9f+GP/0o85T+7zCVceAT/LD04huEXvAmrovP0kd/C5L3Kft/X0Wy/pmt6r0gew4Q4eCf1Q/pYxJkly14EE55TJFsUIHmyfb2V145fpGJkMtXu41XfV6j8p1kDj765P8QGfpup6citGH4+QoEw8472yFb1DokhnQwGdMa3WhP0B8+6baiG23GgxKivC8QzTOWQ+0/lcVcN4iKkbuF7j93uF7aZTNUNuO73shgPCwPdzIRXQkiR3NlzhsFSJxSDHrzbq2OGcFo667r0oA1LUGovy8qq3NwOz3ytDsym1e3QekhRihXjvhvyt2kCJNaqFaxrCmw/VuPlmrfDxINW5ShL1Uof+wGBE5RW37iwi2kX1BeL2BC99txiK4s4+i7ZTGLhu8BdXSrhI+o7c6yGBuXZUxLFu/PuDPt62RUYjwmqt5sbjkb4O+7JHCNTY24y18w1WgRcJXlm424PCeN4RDoUW3CRVyv5eM+NMmupZq498ktEAslzfm7KGoxn+Zq26RNNDjrezpqZVFMEYEMHvdtgkwou8ZvXaSGeBcUxYbtXabjzU+dR6q9DeaHj3/t+ab5ubrR7iQiBstgRrlYBSVf3ZUDCzqULXuwPWWPyqf5xp2uvQYsR5zXG8jbcSwW+3WrwrtbAzEulzcF67w6JQp5fxSK8XEbVVm481CikY7eCDHj4xojN1gYDKUUKiM1mJ476gh7u5W7gljxl1IFBEJ/D1X/w3+YU/+8/98Dep33F9hPH5+Vlf/yTsShH5V0Tkf/1FntwPcX3pZ95SwkPo5289vR/vFZYzir/fupNr5I52cUFQYkPQU99tcDCRxb//UjeX6VhnB0XfceSZ/u6yxMyn+mGLY0ymxsMSJ/j1CjMaKtuwddq9ZJlS0dN+nmE1y4481ZP/s1eYo7lCVbs9YbXR0/DZ8V1X6gtNj1a3EFECBn3X4L3OwXoygc4b1QeTQZ9OsC/0Q3X/VO8njpT5FhlkpObHOveK+q7KIftKISFQ7VNR6M/dapUIWmzGI4VwdzvdjHqIM5SVwrVz3bwlS/EX11p4rVqQCZG+B0WlXQhBZ2s3a8IgV4ur+VQ3yMlYn18cE/Z7LVZpSqgbTJ7p65ypdlAPB0b9L2vR+Wjn1PppvdHNzntl0no9FAQjyP0z7ax7z9HQx86EolT2pbHq6BHHGjWzKwnvPUNanUfhg5JBshS/XCOzsb7f07HOLJNYnWiyVFmgkdUDlA9wtcI4h5d+dtW0d5s0TYsZD1Uftt7qdX8oMX33T1lpV1o1yqJNE4W994V21CcLuLjWA0bek3/GQ/x2rwW7Rl9D73UmXVVgMsJoqAkYvcgbEfxsrPKLQwmHgjAc6KysKLSY3VL7V2vVGfasRzMZaycdRVArNB7G2qVqsHHQOW2SKPs0UcgXo4en0LRg1JfVT3u5jY3uRhNYq2nq660+T6t+pwTdIu5aJ5HXh+Mf4/oHnV0ZQvjTIvK/4Ys8uR/uGkxyim1vPmyMQiqhuyOFMMi04JW9JCBN9YTbOTCdFhGvMgBfFKozO1pAXemswCgrLYjoAbGu4eGZsg4JeiJ32R2b79auR2yksJwYRUySWCGwEHReFkW9U/5I4bOq1s9qmqrx7SDXU2qlG7mMBrhnLzCLmW4Sbb/51S2+61lvg1w7E6exOX61RnYH3Sh7vZ3Js157pxpBfyiQyZDQ1ojrbcv62QsCIU0wdaNMQhGdozgHXYwMOvy6D0GNLfbBfd1st3t1cQnhzghb9VeFittLDQW9jbkJIphBfgc1haIXGhfla7Fx0xCcxzctcu8YwkCLQPD9ASHo7Zu+4/ae0NRKgqgb5HqJn4yUdDQeKesvBO2ci0I7gE2l8OB2p9Byr/+TWDPuZDBQKUVv2UbbwEQPQmSpdsJJokXYGmTad31dh6y3WlijWjvzgOrgbvWFSaxwmjEIovOymzVeUMuu3U6fR0Ap+8bAINPDg1EZhgxyLcJB/SH1gJXAbo8RA0cL/GbTS1T6blJEdW4j9USlc0r+6JxC6M73czH1SRUxqnUU9P5EVBaR5RAZLdaHQjtzaxFJ9PqYjPs5o9PXvarVSahsYDHT+y1rtbNr+oNb3RJubpA3HupBrXOEWHCrNWakZtG06sCDiBbiPiU8ePWvNWmGr/uONKhTzxs/+ZD/wb/6L/wYdqvvWZ+/Tu7TrE8klPuiyH2KtXgwp9gUPYPKvA469b6nEgdCp4N3k6Y6O7q1X7q1okLZmOZ2ljPKCYd9j+0nd7oy6kaPX7tCi12S4A8FJvQRNXWjG2L/4TO5Fh25Jb1kqc6ZeulBaGpM1JNA6rqfK8VaFAs1QyZOevf0oKbOogkBwXvdlMryLhQyPDzD3xJMphNM1IueRQjGYOJeG2YUAiKKEdfhz2/UkSSLX7udWKNFf5Br99a0WpDjiLDd3olwEaOs1SzV52RFO7lWXWVC0/QQrT7+sN3qqORuY+/JHCEH55WSXpYq+4iszpfSHnJMEg3sbFvCcv2aCVqWr+HNroNOYedwKAlthx0OFbKqW3zb6QYZx6oNXG/0OTmv70GpCeBmMNBDxG3X2Lv+Q1Cj6dlEIbDNTm8/mbwmTTS1vuZth9sVCn12unH79UHJPqNBrz8bKPS3PxAWcy0qfcEObaOEFN+jCJXmIRJFCjNfXikEG1QqI3EM8wlhvSNc3WgobFEqdJql+vz2KiugbftA4DFcXxOSmb7H1hLqUtl/Vm3flLylZsigYm9FBw49OUvurN8kz9QiLUnwl1eYxVw7tKbVojvIVZuXpfr32+fTtKr1sxEiapAtcaTPf3sAieB0opZ2UaRM0bpWul7d3sVmgZLP6JwWf9f1xS3cjS6efusFbdMRJz/GLTfwYzFf/iGs6Se58eeeXfl5XJuLjX7Tw0qazWUxWaasq1ZP7MEYhcfSRDsLeval90AgvDrHrddK0jAGM53o/MU5PUlfL3vT5lQhz34mY48WChG5nvzS6AmZW72aMXTXN9ptBd9redRb81ZXFm43sfR1N0CWqtt6ZJRd6NW+KESmj4MZ61xpkGPmc8zZKax32OlEi4dzunF69UQ0sc4pQ1URjCiUdZuvF0XY0fAufdkfSnyrBUzF2hF+uVaYr1B2mxir3UQ/R0FQkszNRjtJUd9HmY7xK/05X5bapURWC2me3cXn0JMGxKlbDLczPjHaNd0a7x4KwmqLGap9Fp16FAYxCm/VteaSodlhJu+9MOO+UypKfe63IbpRD2kVhYqdnUeiGB9H2k21NZL0B49DoV3NeKjdkOs37Yf3ILZaFPvOKLStatWMyhVCmmro7WKuz8sYwm0yxSBTg+mguFqYjvFtp3IBp0zL4Lx246MhDAf63lqLj2x/eIrU3Pn8GlM12s3Utb6HnVO6/XaHOV4gs7EW6TwjJH0BfHXRd6kZcns4F+lHAf0hLMv0QNi2CkWD6jh3e0VJ2lZnxf2Pm9Nj7eZK7aRCL2EJghb5wJ1QOyTqbUka96Jy9HroRffeQOi8HugIOo/tvSgZj5Aked1S3DVI8tvaDLGmTxUPlPvys9yGPt3y4eN9/YiWiPyRT3j7N/mEndwXRe5TrJ/4L7yr3wh6ouxjNXzduxz4oMWk63QT6anLUtVKR27UR9GcHGMnU52d1U3vXN93A8boJtF1alXUqoBavCdcXfeC7U4dQozRWZixSkRpWyWHNA2+J6BwK0idjPtYmoaw2ihsFgKh1k2Ssuq7lhVhv8dkPQuw72RwnUJlKDzli0pz5qZT1QWJFpTgPb5zPczoYLXW16ZRuYNE/XO9vNF5WdPqiTrPCTdLpKiRU41JCVWtHYxTL0kzyDFJjN+opk4GA3zTKszaw2um1wuKCH5/UEr8YKCJA4O8h14NvnMqIE/7AnjrpzkYKKSZJlrUew1eMOpugrGvDwudUxKHoPBWUeoMq9fIyXCoRcv2RtRtpweMyZhb2EtOjlSHt92DiRS+7nVYkiS49VaLZVlqjFHnFGIb9gjBbKpFc39QDZegQun9XolOVa1d/3DQQ4udOv4PcnUkuVnBdncHD992gdyycw+F/s4QME6lJErPNwonWu3SMb3bT/DK2L1lfoIK9tuW8OyFzpMHuf5s0+pnJI7U1ADuxO2hrrQz3B10/nvrrtOzbSWO9HUL6DzuUNx1wXSaAuEvLhV6XW0U2Y8ivaaaVh1+uj4RoZ9LetfhXYeUFVwvkSB36AFxpIdN/5HPTO+4op2dvkbKB1NT9NBpN56Psh/+5vS7rM+hhOBj6ypE5L+Hysl+8Xe77UfXF0XuU6zf+rvvcSeq8l6dTtq+ayLoB7AXofqi1NuYPgYmBO3OskRPjN7p8LzRzkzSXrhc1cjxkcIzIdzNrUKjyeA43WBDCMhocHdh3hZIY3RzNbMJIYrwmy0e+vBMlDDhvUoNQGdGvQRCjFU/xdlU50Kozij0RsehUncW4hgzGujmfSj0A9/PuKT3YzQjdcSXoYqsiVTUG5qmz6hTPZM5XmhBcQ7Jct3MylIJFGnyeqDf9MbIUaRdVNepVixNlCFnDH67A0DGYy0w4xH29Fjfh91OO7PdTjuFZU+zv+2iehcRSWJlcm732tW0bR8t0+l5odQ4G9VGtdqh7A/4Q9/JZlmvmYp0k+6UiRpuBf5l9brrGeZ3IujQtkpuWG/BRpg+QscOBjAc3DE+w/4A+wP+4gpfqiMKNtJDVK9jFO8wg77Y96QdrM7fQgjancX6+BDRFIos0Q4lTZUVOZ8pZGhU+mCMKAGkrgmHg4rbs7TvkGqFmrNU34ux2nmJyF1KAoe+m7llH5elwutRrKSqqv8dzmuIcFnp5ylLYDCA0VgfuxhkNtXPQmT1IOZ1lnfLsgxxLwC/7UwqjS0Kq81rr8nhQD8TBx0HuKcvFI5dbfX9GeSqYV1vXs8Oo1j/7fZ+QDVxwasVWfIRE+bewD1KYv7jf/9v/RB2o0+4bvW8v9vXj279SRG5+RhfDjXV/6NfSAh+BOu//S//Mf6P/9L/ub+A+wvCqnnrbW5ccE5PfM4rZX86IWy3kGb6/9vDHWWb0Vip0L5R/U9/SlZmY4evGqQoX1Pag+/tw0xPcKn6Rs3rBznuYZi6JuzVjsocH+mG0/QZZ1Gkm0iWKr287e7gUL/eaA5c8Er5b1uM1Y2fNNUTdfe6i7mDqZz/yGNQBppbb/TEfpvWkCRa3JL4NVGn1QG/FrhUBb5loa7+w0xhqlgtnGQ86r1CVRyNiMJIda0FpCz1oOA9rNcKhyEK+9GfTSZj7fr6nLDQOUzb9jo2g++7jFDX2jl5pa375QZjLUTyesaUpeqhGEJ/oAng9eTufU+m6TotarcygZ7cY4yFPFNGZBxrJ3a76XqvXpHd8LXcoA+JpYdXpXc3uYXLA2hYaqTdTegqvd+q1s65rHUD7wkk7Au9brMMm6T45bJnF7Z94a30+hoO9Pf1MDSD7PWhR0w/lwownfaJDzWh1ddVhgPccg1Ng7l3ipnPYD5VG7QQMEkfoOuDvs9JrAc1r9dF6FrtEK3txeEejhaqL9wfVLqz3SE92zasN5jjI73+Xl3oga+HPGU0BO+xPUSOVRalf3WB5Nqtm1tiy6yfMzYt5vZ66skquI6wau4OecDr7MjiI5Bk38mD0DUdf+ev/Bp/5J/9h384m9LHWQHV7n2+1nv///a+NUiz66pu7XPv/R79dfd0z0uyJOsxsgUGP2VBDCEQwNiQIsQFDlChUpCQSFAh/8CGVFKVPymw+UPyIymZUHlVkgJMQZFUgpGAIsY4xEIm2Abh2CMTEQsja6bf3+Pee3Z+rL3Pvd16eHqmZ7o1c1ZpSt39Pe6955579tl7r7022Drn5XAJwJOq+vTVHCAbuavAp3//6VTwmSS1Sta8Be9G0LZcYIcDejjbO0BRUojW8kARgG5uIpw9y1KDgYdqAsNrpqoShhXarRmCGdGwskxPCMLchtHNMVmiB7Y8SYl5NG0iSkhU1iHVNeT8WevLtgVdWSYpoyrpaYVAlthowNwfFBiV/H/TAg3IOByxb5aTUKCKUFUMAW6yVqlYntD4lAWZiAPqV8qQGpRq4Vye/5jXuLNH7zEIYsvwpBaBvdtmM8tPFoghpPqopGixNGaNWAhkf1YVVT6sELhtIwSsQ8POHop77qIXOueipS1ZoTqoWDpQknyCyRJLKHan7MBeFBZ2jmZQLOwZAnUgFwuGRo34EHd2LXStKV+LQcUu3QDfV1nvwaIwwV+Q4FDX3ETAQn9tTHW9wWrPtInWJcGIG6oMQ27v0ACDoSp6ivSEIDCKvFHhV1cTK5DeesP8rNXhYTDg56pBUl7R2PK4IsDeHtd1y7/KyqRjclYVx9lCrLDWOzqbWx9D5f0KzMkxrLoLLOZkdg4HiJvbDPuGAFlb45jEljWDC9YroolkqjY2J01ej/qjJr1lZB2RANEWYWUlbcrE6h+9Lk4GFfOCdddBQiQgnF1nznhnl70Dq9KiOebtFVam0jQp6vO973nX9V2YvgQENzwUeSX44JU0Sr0WZCN3SOxu7uHx//A/wCfA/2qEkrpOOz0Exu2lLK1gVGmYonlggwoAyFBbLPiQNS2wx8JYsgXZU4yhLsvtLU/oqS0W1uJjRoNRVVanF/hgzsj2IpFCyL400gjaSO+vrunFRLL84pyqEGFC1ZHoC93Z0wyxzudoZ3MUq8tJN1Kdmbc8gayscFc9qAC1lje7e9b+hgYZLWui0CrUWGq6mKM4c9ral5AlKIMBPYXdHejqClmCbezCVwCv371l85ik10EBTWthO1LLdbZAsbbCPnEAtFxYAXmRlGHC0hghsMgbkyVqjdrYiLcyms3oUZoBpec55SIZlfnXtkWczlg711CcWgJzWNq2nUJ/VRqZxrz0QUlvH4DUFs6eWEjY1XXKaP3UYmr3AgiZkotFp2+6s8txGg4QCrJGXYlEqgCMxxYytVKUQhmaLCwSEZiLios6sYDJhJxzbhZFYuWmBrWTJcQZiTMMD+8wJB2Ec1KV/1/UiE2ENLWdo+lKFtb/r246YtXAyE5ejB+tUWpNZibFFYLl1krolMxiLWzzU5ClqhppMK2QG03D+dm6ak6bjqsLqvYEaBJVQNvS4zaDTtJQi+jaqqaCJGUBbZQblB5Wzyxfp1XpEDhhRu5quhAcFjknd0hMTi0ZDVj9P6NwLywwoUnJRAA+sAJ7gBbULByNaOzqBoBYmxHb4buCQtPw/0ZJDmXJPEfbMBwIY59FpTegZlBd4b2kbiCGgy5vOJ0a02+Xu1oPixXsPhCWxgyXhsJ2usLC5709nsegohzX1ja7LJu3IS5KW5P8wS4LbVJ60dkcsWkQd3ZYMwVlvzHT4izWTkFrvq6XN4zYwlxjGI8ZYnVjPRzSk9jaYbFyUTDEVBRdeYATCeqGjFfPOwVB3N6Fbm9DNCIoSNQxGjr3LJJYc+KLnlgt4nRKI2KLK0OT1LwMkwmN0IBivyr0pHVqxKDA3I2HamV1BeHUKgAyXuPc8pyb21YrGbjx8VBZ3TBsGkgakqpCWF22WsCI+PzzJAstFhz/IpB8szROpBNMJjzW9g7arS0awemMrMndPas1E+bH2pbeZtOyaegSQ5ZSWLPb+YKixE0LlcB7XDeIszm98ca8P3s2wpClHbJ+CrI0QjizzkLzlWWEQcVAwHxhIddh8lzTczSbpY4LAEg+mc0p3dVGzjvT9wTAzZeX6jQtvfK9KZ8HD/vWNcfXveG9afL2JCoEvK7UHsla/ujuHjeHK8tIXerL0nKf3LzySySxdaERf/w//89RLkVXh5OXk3sBROReEfkm+3fvtX5f9uQOiRijaeKBW4SoUG/COZ+TfasMV8rKMhAj2m1Lviu4OFjTRrVkvu+AU5Hs0Fp3VCXixhxSDalwbylAbRo+uAsyC+F5PNsla9Pygd/eoehxVSJGRQiBXiXsvLd3aQy980BrbUGsIFljbQSBYSqMDmfW07Hizk4X/tnZNXX3whYdej7iNYQiXDAGFdmJiwULxScTGiHPS4VAUgjA3xvTh5zN6Qnu7nEXP2RuL44G1F1UQBeK6I1Zg6A4tcZwnQhMxZILFVgzJ6MhdNFYLg5GGFDEIMxDrqwYxR4AFDqnzJYMht0mAZZLmrCAXOdzelfGQNS6YbuZpjFvCCz5iMpr8JBa00AL4TxyybCiQNze4ZyZjKkM0zYUaI6RHg0E2NoykqbA++JBhEX3noMFUi0itnnfJDC3GLe2gb091vbt7KDd2+tKDkLBjtkx0pucTtPmCI13l2h5LvMZu6R7IfdgiR62Cxu42IALP9tiKosasa7ZlQPK6x0MuRkZWQ7b5w9A1X8rssbOLqKxHSECVdY6Mi/bci42DcsEhBJ53nRT2wjMpl3dXdNCg1LnsuhSEHE6JdNSGVKWEdVbKHMXujIBBeXG2tYYlYDvhM+9+hxuu/fcdVyZrgCKG9ph4LCwjgTvA/uBJsKDtVJ7j6r+3NV8bzZyh0QwRhUAJDHWqF0oo22BMEgeRXQDuJgnoVqtKpJRnESxtQ2AyXeUgYQQUyoRUy3RWehyWSIMyRWmkL+7ZwsPcwbatFycAxtxysqytT9hJkdWlrv8WNNSSspChME9yrpmCMo1AAEulqYHqBa+gxXtKpQ5MjPOMIWXOJ0xvFcU1gOsYleDAesHJQRKIllPOBvklGNjB22jsTubrW153KUxsGhST68wrEgoKZ1WHlNnAgwZwtW6Zp2atT+RIqR7oGVgzy8L82kxhZQFS0NCkchFJEBYYXk1IBFhOmXIdTYzCnmklqkRM0RYQ9fu7LCxrvUCZF5snnJCWphaTU2KP9u8UA4rScdZiyfKXi0Yvm1tY7OorSYSVitnRdQNyxY85BpWVygdN2RBfTDmKD3IKuX6AGX5wGhI2a264fwrqf8pZWmkJQGWT9NrCwVDnIPKPClKvElZWLF029UBNi2wPGLvuOmU964oGEq3Dt0AeH170xSqVl8CCxoVKcoUYiV71Dz6ETdDCgHqBWQBRFeUgXIzORp2XmSMPDeNzO+pIgyHbDJrPelgkRdM5wjra4iqaDe3OVdq8zSTUATzf2/8q1+B+15/93Vbl64YJyxcCQAicgrAb9ivPwXgSZCQcsH+vQbAT4vIDwH45syuvM64+Id/inZewzcaEiwfUteAMxCbNimgCABMGb6ToqC6xHSG4Lt0C4/FrZ1uQW6nLPhdLKz2xhZ8gA+yeRDBcgKIkbVBKlTWsMBbEm+2micmwo2IEiMJKJMl5lSWJ9TQNFKFmF4k8z5I4R0dj9ll3FVUzCDqYsFQnYVbdc/II4OKC87AygBc0cQo9FFt4W5bMjpDoGKE9W1DSQPqJA8ACFWJaMog2NuzDgUA2kjVEI0dIaUokigwBpURFwRxYTWBCxo9MmVZo4gQyJhc1DSyJcO3UajgIlVJD6dtgc1Nhnptg6NFYY0/LVe5ZCotpo5CDoIkJicAegbTGfvb2ed1lwodoSygJcPEOp2lUpI4rKifOagQ5wsEgJqUoUotZtTUaSAMNevzl7ixGjMcjDYCuyxRUUsxh7IkYSoUQCVAQ69TN1nSgDF1SWXC8oDWvCqUJb2rvRliWSAsL9OAzWsEYR5SjaSkdYNiaYnzf2ZqKCaGoJtb3NStTLrIhUmPpTBjEQApTJOS3j4GFdmqC5OPs42fADT60xkjJCqQ1vKZNUk3amxgGQztfpcc64JRiXbT2hkNlxninc15n4YDvgak3pDw7guLmuSXogQQ8du/8FH8+L/7keu6Nn1pHH8o8iXwswB+UlV/6cDfn0Zn/N5rbdR+EcA7D/PlOSd3SFx44z14/de/Dj5hVJWLuClweLsPDSGFjXRYcUFWW1i8xGB5whCQqqmlWE8qAcKgSosT251YCNMUTWDCvwDoORTWh66NLNg20oCUpJZrWTA8ZkZYY7T6IjN08wXipQ3T+YvsaN3GznMyY4npFHLKCspns273H1mqoDFCd/cQhiNj1lkjWFN5CUOq5MtkTNWNRcMCYglQK4OIG5v0MkVodCEMW41HkNEIsY005js7vCllQeM1HDC3Fcka1PnCZMoYHpaWbNC4Ta1N2PWhbemBLI2BwnJy1nRTFzXZlo19dkbWqwhYF7eoqaxSU30jqCJEtZC2pi7UWCwQt3eskabpjzqrccm6Aig6Ys6S1VqKkOUKIBohgrWLhMbI8zaE4bDLmylfVwlpfqCxzYTXWdYNPfaonQScKuKUVHgZDpmnHY04p+o6ddxI+TKAOcfdKT9fVRamZF9FDBm+lBgBKVCsriBuXGaxdgg0qCKIsxlDvaMhQ5aLGnFzC1pzQ6AWMXFxawo72+ZnZw86m5GcBDB3rUpvuqxS7hKDkoSZoutsL+NxUvmQ0nrYVaWNS0QYjdgf0eoiZTxCbGqSWCz/7mOZwsZeWhRbQAKW15eOfC06NBQnLidnIcpHX8TAvQDWTu0Dh220mj25q8Af/a4nkEmbTyLJTcvwUlFa0TY7a0ugsgacXh0CDdSM3a0Fyh3kcAQECze1lvdzPcnVFUZGrVhYTDILUz70saGYsc5tlwnpoqq+EAwG9HxWV+nZTWdAwTi9ADQW4xFzfhpT7ktEzFsam4rGLkgeGVIRxT2YpuWuvSy4OzYSBkwVQhPbMbIbQ9Gy3Y7lNXRnh2MAoUHwB85CtO7JSdPyHAZDCxXOEmuUTENr6xIjWZaROTdtuKCHM+uIu3sWIjUPzhfmMb1MF4xWUzUhG5J1Zmq1iRBwEfec3WxmG4LATUpVkqVq1H6dL0hQWVi5AhS6tYNYlay/gybdTRQF4u4uQ9BO8BHpvPrCDHtRmJ6i6UiWBbCgcLDOF6S325wLozXErW3o5iaAgGA6nylUbAShYIs25bWsdUzdoN98VHf3Uk4uFcvbpm7fYmmbAhcyl8kSx75h7SFMDUSMHRnrFhj5pkm5mWkaxD3er3Bq1TwwAWoFauaKmbedQZqWz4iThyAmFweeT7Q6VqVQthSMHPhmJhi5S61XpMYIiS1l2+Z1ElEohkNoZQLoML1KMc9XSz5PRWEZAsXmX2yhbVoU1lD12HDy6uTWD9NqR1V/SUR+6jAHyEbuKlBWAYsGlpuzhLM/RNb+RtV3nYo427NYkOVnmgZaWv+s+oVFpDKbI7aR3g6MKj9fpLxbylNYOE8sj8SaMGvnYcXNALiLL8tkgGE5LZj3wB5emkJ7DLMUxtYM1CucL8gS8wU/KtDWfGZsoSxWli0/U5jyyBZQlQwjVRVza4DVTVk41EON1o4oLuasafIwUuEhLi5UYTKxwnPboTspYXcXqEwvU6Sr3WsWkOGIi5AZdhmyr1xsWxrQYGUG8zkX89kccTplEXDTUG5sOECYTBAXc3Z60O4+SEkNy5gYqy3Q0ENRjUYWIg1dNXY9ysw48bsKExMgsUJdJmo4MENpBfQl+6FhMOjUT6I1jK0Xie0rZZnk2ABwIzIyL0+KrpzBPfQg9HCsX5vWC4aUFzVFqpfGps+JXn40dJqlpv7jng3qhuNjYs5qjWX18qYROMrUOYG5P86BsLxkRfXW366sEIYDioAH4dycL5hrE85DKQvmH9sWYe2Ulb4wxKku0mB5OalrkoR293h/ZnMa1NGQpR8AYl/hZzanDmsooKNAg+vjayULACCNQmPTiXa7R6g01t/+w+88fgMHnMQ6uctX8ZnPHubNOVx5Ffjyv/RaACQtdAsNVftTA1ATbI5tYwbDjFFRWMNHhvsQmIdzT0K9FqklKw+qpN/XtYW0jOVmbDIYjRuufhF6BhDggtp0UlgYVnzgi9DV9ngItCyTBJMEo8hbjywRFmeH0cjCeRTpDWXJnl0WKuVCzN1/GAzYJbppErWbKv5gPmx7h9c8myfPNxh9HTF2O32rQ/LSBtdMVKUHy9qkChpb6mVax2y0MXlO0vBn7kWi1W6RWYqZaxDaAlBRMiz93tJTUY0U/I1UZklejYVGEZWMzIqhU21JHkJAGheBeVw12y0lfcMYEWdz6M4O1LwFL1FojQyRQr5LlHFzNmVYWgKEdXTUCm06w+nuvJU8qJItFadTelSeg7JWSYBFC2DkkjbSOTN9RjXKfso7KxDGYxQuC2eeuzYURVYvI2kazgML67s0GBYeVuy5GGVBok9VAYt51yx1aQxAyMb1LgUFyS+oyNqlhJd0RJ7WvH6lcIPWdZKg05otibSlXB1MnJryXzW7DwwHzElGUzCKEZjupRIZGXYlI+Jh3dGQc903viL4L//yQ/jMx58+wlXoKnHCwpUgk/KwOHWYN2dP7irwmT/4HBcVC+l4by20kaG05HHZwlLXwJidBFLdFED2GMDFr6ktn2YlCiGk5LcsjZmjqhuGyzz81xYmIkzR4eiEEPfmPEw0HNCweFhKAS9zQAjcYW/vJAPL3JAt7GYIuYAx/wf3DnwRsbo990i1LHndAsvLVKnYWWdkmSaD2lDfEZb3U+2MN/OQVjeYvA7LD0azlv0WRzFYWLTp8jWq9Kzd9osATUSc77It0e6uGXtuVEJVoTX9To02jq5JOpsjjAY0oNa6CCathpLhRhihhAxX8G8KhNEQ7cYmWmui63JYzpiNTcP2QO7xBmvouUsWrJcbaNMyVO15XWMXJsPWRopL23jGBXNzMqggfp9MEoyajXa/jPXonmxYXUE7szCoM2rNa/IWRLq9k+6TzlnEj9K6cFvrGbSsJ4tTpOJotXFKrEjryq7TKb1JO18IeD4DMkQp1G155yD7Pd75wvLN3FBFEW4Ga8tP+7waDSlAwAeENX3m5aMsTQGGOqni3SKqksazrlPI05nPahtR8TAtkEKtntO2SYTZ3vxoFqCrhXMCThbOXu/PZE/ukIgxYrZrk9VybKgqPpi+kDcMWSlgfb7Qha58t6jaGR0rQxABFeBjZC5vOOAD1jSQUCBYniEZI9+pty1DaLCduusYtlTE8AcRcCICAAhlxpS5JrUwCxcNLrCAppwVNRj9fCWFM73Q3Bda70LgtXFUE+kZnLKw/Ispz4/N8y0ppiuQbsGGLTT+WTNgat6aFIWRUSgQzFY79i8wTBXcK7LP8Dxtsd3bAyDGkCXJQpXSZOolIVVl+R0zwKpJ3Ua9fERZc6jTuWktcmOgC2OdAlw8zYuCecXqnRCmVmzvHpttPkJRkLVneblohiNaNwKdm+c3n/OzBcsm1IvQgTSOCqSQKJwYFQJbIFlOSszYiffiK0uWzLic3JKFz+1eeCRDQjBWq4XrTVuTmxZQ+UWVG4EhxZ8xYPi3X0Adlpd5zMlSZ9CNJJLmtKm86GLBsPNkicxWjZ14d2IGa2JoQkKnk1oyyiKqjI60vXldmbLJcJAKysXKPfx8NATEudU6LhZJ0SZFVvz5TknxiJUzKxhNhke1DF09Tp4n95iI/OiVvllE/hWAXz/MAbKROyR2NvYQG1MxcTUD9yqMgAEg7WbVw3OmQg9vJVJVyctzNX0MBmZsItrtHYaQpLcLrY1q7zJQVmis84WVC/QM0MAfOtPRdPkmD3P6Q9008NZAOu961PlDr01Lj8YLwLd3zJNpUtGreHjJw6VOlAjB8k7mucaYimnFz7Vtmc9qakRrrQIg0bd1tujyVTX7sUlsSZowRRI1RRQPqaW2Jwoaq+HA8mQNPdJg9V3RFl4nkMD2HrM5b1pkuxjAyCNNp7UJmLSUgKLHxqjTuoEuTHC6T9n2OkTTXkzwe1HXlEkzzVK1DYfWdTJciShTsNjZuwUgxrThSB6slyeAi31SjbH7KjZHw3DY5TbrBQ1GKnHghioteZZTdU1Gl7pSC6e7N5w8aWOWsguDebZqhsFyzNF6womxK71HnHtHumBuEG1MTM4AMLds4dPYdNemVsMmQRLDGKWVGwytO4B38xAkKTwESQXhCF54rsljpOcZu1wvjImpth30Uh7PxfcNhQjO3nEay2uTQ683R44TZuRU9TcAnBWRnxeRlZd6n4i8WUQ+BGBDVX/zMMfI4cpDYnltqdsdBnBiW2gEZUhhtzCkcDKdJkkPPicRv4vhjhpxx+SPSubQVFx4WJKYM5S0dBHxfXlXbJwWXrA7gDkMfGjJqtTaEvZFsBftwXRBYPNIIKDxDIUdCwy/zRdkndn5K1hQK4MBtF50nohreCqY9C9LejdA9/rCzsNkl+D5IO+07F4XQOalK7hAO4NpnbnF1T/sdbVwq9bWy69ueAwjCGjbso6wMfKLEVu8k3lS8dBo1+73igtkCAViy/yhG3aIpO4K9B5iKqtQ677gyisKdIxMnx+Ww5Tx2OqrWnpKKb8aIYOR5WrbNBcTsaiqurkWgnmssQuhuoi4hdCkaSwsaAtybLv7oT1RA6CbV3XDEKATVtwp9fxoY10sbIp7vRj8nIyJTC/HpqCLjAfLA3vuz6W1gOSNiY2RemG9Rja09dD5cMDnxMgkTB/YBs51Ne2eSGXlAxZK9lybJMIS4Hl1WJjW2FaWolAAJI8liTe4F9ckcpiUdi9U8PSnnsEnPvwUbr/3/EsvLtcbii7PfIKgqj8uIu8DsCEij4PF4M8DOIOuIPxBAO9X1Z847PdnI3dIhBAwWRljd3MvhbncqxMgLc5q0lgAd75Ufve4vRVQmwcYRkN6D71cFwpjNvrv2j1oXv8EgAuZ7SCDqVmI962zsgEvMEbP21OFGYzIhc+voyy78KAtYHApoFBAYLmZIaW+oi1KUGVIL/i5Wp7LOpFL2RkUWEhREdOYqSqZb56vsuvTGI1gUKSNggteQ2EGs2BtoH+/G6uqgocxvY+bNo3R1wed99dGC9vFtElxt4HF8SWLpdsWbd0ZEy7kNNoSCshoSI/PSzyE8wUAdDhILEJuDCy0awZIijI113TSSDJoEtLC7+2MpMdgjJ4HNLUUeGh1sUjsWxFBjBEhdbe2zZCFHHW+gAZ64tpMkwg4RqNEkJKogFLLMxnYQUWiiudgxSSujG3J/oTmVQbpWJd+L0QQSjbhdfUSj24Awka2e3uJFYtIrczk6blXZSFuhvID85p2f1K376ahNxmjOd7mfUcaf61rhGrAcKiH4cuiF/G0ulOLTqT+dTF2GxWb59H727kRb1tceNNxK54o148TCFV9r4g8Csp6PYKOkLIB4HEA351b7dxALJ0aY3dr2u1KAXoflguQfpgqxebN03FyhdVTpRBYT9UkeX8LMvpIbKjSbpa5uACG1MwzVGUftNjy2XVatwv6OnnDi7eLgOA77Rjh3cM9l5PyT9o9GB5SlUBPSkJBz9PzFlEpnTQYUIuwKEnTt/FhBwYLK/XzFiEALfZtAmgoKpZW+IIcTPJKtRNWBpB0C0170yW0/P5oXduGQVP4KlpOLw24EwrsngXLzyVD6uFdmIcXCqi2nWfZNhAUCEXJHJcTaXzxtVCuFGVHPtJI1f3knZnXZ/m15JHb6y7nla6tLFKBtBZACJxbjCoMu/KBGOmFOftSjGzhHhY60oS2Zojd2M9m3YZHbP4gpvBu9OuzuSiIUCltY0cjpAqItlCTVVEba69pZE6RmzQpKGundUOd0NixgDUaWUUsImBMY44v0v0UCZQZ09B5sD4HrZ5NbS656gwKGsPYNjSmft1p22AbnxgZbi866bJY12ToxhaCkOYpIDZP6dXe/8Z7X2ZVuUG4sfm2Q0FVL+IQncKvFNnIHRJbl7bx3DOX+IvntywfQ4FXz2fBwpPowiJmmCRYaEhi+nzaLQp3wQLYQwZ+pxfoAlbXZGUIrf3sChCAdTdgOI1hLOF7TEFDPDQZQvImxRiRqbmph5ZMGknN6KT8I98E1ly5UbdV2WrpogkPQwQytOaYdk1u4FKhs9HqVRVhWKScVArtmSFSkLCRarJcn7JpLCQWu9CUM8mcBOPn3qs11NpyS3Q74Y1v1QrBAUkd07nOOQHFvIHaJN5EEGPTETssZymhSMoy2jbwJq4wYkfaSNj4J0PXiwSIe4Fm3KVlLzRV7Asrxpr3r7dVspAkr0NLz5sWgFptGWD1iGHfLp9GKjAk76F2aEeMAeeeRxsSccNKYsS8G4HQOHn+Tm3e+P21+eZF2WhA4+XvjzW1X93bt3kejWHJcTC1HWWrI4UCGhILFZZD7DacZrRihKLtJMlC4HjNfVMD2/whjTEDKjFFMOKUIgyQ/ZJt6b3GCg6F4NihOInsyuuOTDw5JFZPr+DOB25PIUpvbw9n9MU2xe0tMAkvN+AuWBge0ZhyBraUdeFBUxvRlrV3YuwxAViYXDhJwhbsYP3AYIoU9i+xOXtEBtoK88yMVZZIJr7IeRjPDRKQVCK0bWyhEiOsNMmbVKUx1KZPvQe9zAWJBtq2zKWYobdETArD0SOtkVTuQe/C65m0qVN4VI2FyJwJF6XUjcE3BCEkxlsijVjuJxkON4zCe+PjkaSwzNnxa3QChbox9fCmsp4KXktm9ygpdPh98v5mTgqyXoOp6L3tNj+QzqinnZCdq6hR+m2M0/+UoUHmGTuj7LV3FA228THPDVazB3QeEZx8U1qBvZcquOevNu+NhQiTNtPYK/MIgSSRnoFhvqpI0QNOFct9ue6oPRNQM8IWBYH0QqH+HPlYta3NYQtDmjC1ei2pPzOeMoDPP+06K3he2ELJ2tJYaXrGea9dPzaFkd3Ag3MLhUn6mUBzbE6IcdkXoXmZfzcY1lbnR0XkTQf+/pMi8ryItCLyayJyz2G/Oxu5q8Df+Affyh9E4Ilrhs06soK2rYn0AnDChC9O/rO/2RmBlrx2tmMKc9ZdyEtbYzuit5BbngkWOkzGKp1M7MJ6SkPJXV3TLfCWO0s7UdetFDGRWeHi7vkVdOutOhnGjbt9j7cUcqHkROt2Bp1fu+/2+6w1D7e6mVVlPzXfCNgF0ug4q802B34NqnBhbC5CPYPg1sAo5H5ccQ3JtEmIqQwAMI+lsvHwzQO0U8B3Q1paMb2arqixcF3f0Bfl7vrQEU08bNs3DOn+WZ6p4zx2RsO3S4KufqvoXXNLjwdNa7ECMS8/pPeIhxctvA7AmI2dUHV/zmpjxB7z9HweJoPf89y1jekc0wZBlUSrYDPKNhqJOJTCm9YTMTUltg2m2izxe8zZtH+jY2OksbcR8J9bU/hJ4goR3n193wanP94e/oQ/+/5cWsmBPfMe4AGAd/7db8Dx4woN3A02ciLy62De7f0AnhSRH7S//wIYvvxZAD8N1sc9KSKrh/n+HK68CvzcP/pPnLzBmIlW8+WMxH0GzAweIHzQfOfcNxjBdrWeD7HeVP0Jl7w28yBZaGonFCkpRM1K86p8QVQ1NZDOAKUmp55Ts8XNa4lSeDIdt+8F2S7ZPBcnXyRPxQxe2hmrdrkgG7NkRMwwHHymtK4TIYXn2S3qJCv4ogxT6fCtNvaHY9zbtjGSEmljAv/RvQ3VxFD0a/ZNRiqcVnTEFPcCgG5RcLKMwhiq5mFYXzM/p3RdHgQwr0JtUd93/v6FKZ4d0vWqeVQsAYB5TtGcNBuTpumF9MwIFkXyZvflxqIyPOxebzom0iYrhYn9BkQa58Q6dI/Xjy9+T7Qz3iZ2zeiGef1F6PLMweZe8hbtnnju0DZLYn9PAuJ+U7uzs8NKup5uc6Y27j5n/Tq6+Q+XG2stJG7PY8qtw+ePz5EGHr8Bur51EOC3f/6j+N4fexfueuAOHBsU+w3/CYCI/BhILllX1U0ReRDAL4jIZQAXVfW7D7z/PaDR+54rPUb25K4Cd9x/e1rgnS7fe3zgqh2eK0hegy9EvrACfN1CgHyXpDzZPngezR7abqXu3uKexz4vwJU7+pbEPUL4YtSF7ChP5h6dhdN8kXrBjg9ItXnp67tFCLYwaf/8/frNiPtCnTxYgRnt/btKER8XI/ZwFUx5rn0eT4Ik45VCiOokiYgUjPWFq5ejTGMeyT7ttu5dGNE9H1/X1EPP0l9NY6d8EbpidR+qJAfnXqd5NUkVpV924hucqDQOFiLrf4f4sS2s55695wrh3qexHl0PUn0cUiE+x0/NS+Y18JxcqsuNWlKGARJBxb1GhpTNyPTmrPa9WDdifp3e6HRfMXcvAmJjmTzN0D173hw3EWqi0/5fZF5ZlMOVi1J438g8UA9d271qzSjbvYZqOra6h927hv75z/YWeOp/feZF5ugNxsnz5L5KVb9bVTd5evokgHcAeERVf/yFp6/vB7B+mANkT+4qcPnZjS4X11t8AHS7SqPQp/cEC2vYA+uLOQ0MaOzcO/LP7EM3+bquw91xO2Mn3Xf0chtM7NsD2jI36Arw/NIu/EMjDHiPtX0GrBdeewEU3eLni0w/bCS9c0sPk39/zytKRtNetzBwuryeAd0X2uvjYIgJtpD6iaZQae91/93vR/ouZ1baQp0WLzM2RobohkixP6ToVtD/op1XrD4WvXNMv9s1OhPTz+uA58jfu3xv2lT5mEvovrdvYN2L8vwq/Lpl/89+rqmkAdg3D/x7Uy7X73dIIfR9XmH/XvfH2zQ0eX9C7wPaEbXQ/57+OO2/h7IvaiKAF/D1PWHtvHz+v91/7GhesfRIOf6M9A+bNrHa+zy6zZfweM8/exnHjhscirwCXDz4B1W9aPVyV/yZl0M2cleBclj2n6vuIQHQLdq6/2FvLXchvd2oPRBShLRD7HIuSK+jvzh73ZovrNavKi3a7mG4UfPd+z7j41/XWwx9wfBzd6afdC+n4ucUVnOPpWe4gG4hUD1gvPveVn9R7YYOsfdaL1eUjpUW8R58J59q13rHcS+jP+5+XgfPZ98GQ4xW3vPEe57Hvs8ZS1D9vb6w7TPCOIDeGBW9ce2HLNUW6321Tf171g/Ryf7X/HRjtEGVbs71DZOPn2L/uAH754cbiBREsAP0DbJYmUIKO9pc7d/7fhg0/W4Gsm90kzHUbhOZPP24r+SG19ALSgmSAIEro6R7mjaAePHNV3+Y08/9Z7I/uP3rURvH3t9dM1OZ37vvDXfjeKEH1qoTgZc6oZczZBuHOUAOV14F7n7dnRiMBygHJcphiVAJhpMBzt1zpreQ9B5AjRhORrj39Xfj9V/3ZSirgNvv6TRGf+Sffz9++Gd+AK/7mtdi6dQSpADuf9M9cDbX9/2T70Jib1mCfOW0NWEsCiyvjSmEa97l+NR4nxfnYbfufOz8CvM4IVg+PcFgVOG1D12AFAHlsEIoA4rSFscAVMMy7aAvvOnelIqbrC+xLolfDqhi6dQIgJUk9BaQ2y6cx/l7zvTWaV+g0Vto+0ZKMRgPEErXpOS5vsA4A0CMuO8Nd2M4ZjdmqGK8MsZohe18ilJ6rECyHDlWNk7W5X20MsLtF87jnq+4syN02DFWTi8nIzE5NUYxqNKpA4AUPMe7XvMqTE6NLbTK6/GxGK90MmA+V4KVNEzWxhivjCFBMJgMsXJ6iffV2ZUQnL5jHUt9iSiNtgb3FlwAZ161jjDwfawfC8nwj5aHePAdbzAjYAY6AJN1H19J866oSkgRMDm1lL5OAkynlPMDAhRl6DYWKX+nvX+9wQJSRKSoikT0GCxVSAbJCrfLskjzb7A06I2HT6P+5pLjNFgaYu38Ct/nRJUg+z4HCO5/8z34jh95h71mk9pUTCQE3Pumu9MzIwKEijnN9dtOAQBOnVvFq+53xjWwvL6EBx66gNvvPovhUoXR8ghFVeCrv/UtOFYoEsP5S/07Adh4mdcOZamzJ3cVeN+v/WMAwHRnhr3tKVQVK+sTDMdDfP7iF/Cq+87j85/9c5y98zR2N6f44ucv44EH70uf//hvfgJf+bVfhsFogHrRoLKF6Dv/4bdhPp1j+9IOzt55Zt8xf+CfMv/6/LOXsXZuFUVZYGdjF/O9Bc7csY7Z3hwSBL/yL/47vu3vfRPm0wU+96lnsPHcNt7yjV8BqEACMN9b4NTZFZTDCsPRAJ/48B/hEx95Cn/9kXdgd3PvJWWHdjf3MF4ZoV40+PhvfhJv+2sPIsaI//avfwNf/11vw/L6BBvPbeH0bWv7PjefLvDMn/w/3PuVr0ZZddNt+/IOvvhnl/DFz19COShw/q6zCEXA+u1r+Pxn/hyD8QDbz2+hGg9w95ffheeeeR6333sOOxu7iFGxtDLGcDzAh/7tb+Evv+ur8fyzl/FHH/0TPPSON+PcXWcQvU5JgMf+/W/jNW+5F6PJCJ/48FNYWhkhFAVe97bXYu3cKp69+AXc9cAd+J1f/j186nc/jUd++m+n86wXDT75O3+M2+45B1XFuVefxdN/+Kd44KH7ISL43KeeweUvbGLzi1u4+8vvxNk7T2PjOf7c1A1me3N85Jc/hm/4nq/BcDTA7z/2v/GWb34DPv74J/C5Tz2Dr33XV+G5Z55HbBXTnSne9u1vRQgB8+kCw/Egncfv/uoTuO/1r8bq2RVMVmloFvMaZVUghICtyzu4/OxlnHv1WUTzeJZXl9C2ET/zQ49i9cwq/sp3fjWeeepZXHjT3fj0HzyNb/v+b0S9aPDRX30Cd7zmPF7z5gv83tkC//XRx/DOv/ON2L60g9nuDHc+cAc2vrCJc3edwcZzW1g9s5zUXBzeFPT/PvVnGC+PUZQF2oZj8Oxn/wJv/ZY3ol40GIwqhBAQY8TnPvkMbr/vPCQIyqpENSjRti2e+r3P4NxdZ3D+7v2C803dIBQBH/mVj+GO+2/D7fedx3RnhvXb1iACbF3aQTUo8ezFL+BVF27DZHUJf/bpz+OuB+7AYrbA4//xw1g/fwoPvv2NmO7MsLI+SX3efvCffR/apsXK+jKe/8Jl7G3s4a4H7kBsI/7imS/it/7zR/BNf+vrcPu95/HJjzyF9dtOYe38qXQ/DqJtW7R1i6Zu0TYnwnC80GM9fqy9xN9f7kRf6jMvCtGTd9E3FA899JA+8cQTx30aGRkZGS+AiPy+qj50FN91qjirX7P8HVf03g9t/ZsjO+7LQUQiXrwJ6mkAl17iYxdU9Yo70GZPLiMjI+NWwclzai6C9XEvZdAO4gyA9xzmANnIZWRkZNwi0AOM4hOAD6rqzx7mAyJy4TDvz0YuIyMj45bAizCTjxkvVgt31J/JRi4jIyPjVoDiSEsITH3kIpg/g6p+4Mi+/AiRSwgyMjIybgEojq6EwJqcXlTVD5pxu19E3n29r+FqkI1cRkZGxq0Ar4+9kn9fGg+r6gd7vz8GNjs9ccjhyoyMjIxbBHoE4UoTUT6ISwDefs1ffh2QjVxGRkbGrYIr89K+FF6shm0DAERkTVU3juIgR4VbvhhcRJ4D8KfHfR7HgLMAvnjcJ3ETIo/r9cGtOq73qOq5o/giEfk1cByvBCMAs97vH3BiieXe3qeq9/e+ew3AZQD3q+qhBJSvN255T+6oJtArDSLyxI1QNLjVkMf1+iCP67VDVb/1iL5qA8ao7MF/v9Ki7huGTDzJyMjIyDgMLuGF+pFrAHDSQpVANnIZGRkZGYeANTbdOPDn0wBergfcsSEbuVsXJ7Jw8yZAHtfrgzyuJwsfOFAX9y0AHj2uk3k53PLEk4yMjIyMw6OneHIBwMZJVTzJRi4jIyMj46bFLc+uvNVgIYYLAD4IJpAfBpXAL/be84rQpDtJyGN2NMjzM+OokXNytx5OA3gf2KjwaVB/rr+AvGI06U4K8pgdKfL8zDhSZCN3a2IdLNpcP6A/B7yCNOlOEPKYHS3y/Mw4MuRw5S0Iq2XZOPj3V5om3UlAHrOjR56fGUeJbORuQYjIw+DicBrAmqq+3156RWnSnRDkMTti5PmZcZTIRu7Ww+MALvmCICKPisjDlt9Ye5H3+6JyGi+yu87IY3bEyPMz40iRc3I3AURk7eX+9d+rqhcP7HgfA/Be+3kDryBNuhOCDeQxOzLk+Zlx1Mie3Cscxiz7qi/xHqjqe3tK4eu9hWQDpGwDrzBNuhOCPGZHhDw/M64HspF7hcOYZgcZaC+H9x5YEC4AeNK+60kR2Tjw/hOrSXcSkMfsyJHnZ8aRIocrbyG8xG73bwL4yd7vrxhNuhOEPGZHgDw/M64HsqzXLQYLCT0MhoHuB/Cxg7VIrxRNupOEPGZHgzw/M44a2chlZGRkZNy0yOHKjIyMjIybFtnIZWRkZGTctMhGLiMjIyPjpkU2chkZGRkZNy2ykcvIyMjIuGmRjVxGRkZGxk2LbOQyMjIyMm5aZCOXkZGRkXHTIhu5jIyMjIybFtnIZWRkZGTctMhGLiMjIyPjpkU2chkZ1wARuSAiD4vIL4rIgwdee1REHj6uc8vIyMhGLiPjWvGIqeBfBPDIgdcetr9nZGQcE7KRy8i4SojI2wH8vP36bgCf7b3mXt0TN/q8MjIyOuTO4BkZVwlVfRxgyBLsbdbve/Z2ABdfohFoRkbGDUL25DIyrh3vBvCkqvZDk98C4PFjOp+MjAxDNnIZGdeO78ELDdrbATx2DOeSkZHRQzZyGRnXjgsAPua/9PJx2ZPLyDhmZCOXkXHtOMig/AnkfFxGxolAJp5kZFw7/j6AnzACCkDPLntxGRknAKKqx30OGRk3FUREAbxVVZ887nPJyLjVkcOVGRnXABF5TETe1/v9PSDTMhu4jIwTgByuzMi4NpwG8CiQCCePAHjrsZ5RRkZGQg5XZmRcA0Tk3WAO7gwAqOp7j/eMMjIy+shGLiMjIyPjpkXOyWVkZGRk3LTIRi4jIyMj46ZFNnIZGRkZGTctspHLyMjIyLhpkY1cRkZGRsZNi2zkMjIyMjJuWvx/kwn7Fwk+/gsAAAAASUVORK5CYII=\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(pos[:,1], pos[:,2], lw=0.0, c=rand['BOUND_DIST'], s=2, vmin=0., vmax=70.)\n", - "pl.xlabel('$y$')\n", - "pl.ylabel('$z$')\n", - "pl.colorbar(label='BOUNDARY DISTANCE')" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "id": "475c195e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:07:42.567824Z", - "iopub.status.busy": "2022-03-01T13:07:42.560215Z", - "iopub.status.idle": "2022-03-01T13:08:16.320040Z", - "shell.execute_reply": "2022-03-01T13:08:16.320546Z" - }, - "papermill": { - "duration": 34.056093, - "end_time": "2022-03-01T13:08:16.320729", - "exception": false, - "start_time": "2022-03-01T13:07:42.264636", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 30, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "#isin = rand['IS_BOUNDARY'].astype(bool)\n", - "pl.scatter(pos_bound[:,0], pos_bound[:,1], lw=0.0, c=bound['RAND_N8'], vmin=0, vmax=1500, s=2)\n", - "pl.xlabel('$x$')\n", - "pl.ylabel('$y$')\n", - "pl.colorbar(label=r'$N_8$')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ebd53b17", - "metadata": { - "papermill": { - "duration": 0.054541, - "end_time": "2022-03-01T13:08:16.441713", - "exception": false, - "start_time": "2022-03-01T13:08:16.387172", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 31, - "id": "91ab6e29", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:08:16.671542Z", - "iopub.status.busy": "2022-03-01T13:08:16.663400Z", - "iopub.status.idle": "2022-03-01T13:08:23.002711Z", - "shell.execute_reply": "2022-03-01T13:08:23.003495Z" - }, - "papermill": { - "duration": 6.466975, - "end_time": "2022-03-01T13:08:23.003766", - "exception": false, - "start_time": "2022-03-01T13:08:16.536791", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.2, 1.2)" - ] - }, - "execution_count": 31, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "def theory_ff(bound_dist, radius):\n", - " d = bound_dist\n", - " r = radius\n", - " sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", - " \n", - " return sphere_cap_vol\n", - "\n", - "d = np.arange(0., 16., 0.1)\n", - "r = np.ones_like(d) * 8 # Mpc/h\n", - "sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", - "\n", - "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", - "pl.plot(8. - d, sphere_cap_vol)\n", - "pl.plot(8. - d, theory_ff(d, 8))\n", - "\n", - "\n", - "pl.xlabel('BOUNDARY DISTANCE [$h^{-1}$Mpc]')\n", - "pl.ylabel(r'Random $N_8 \\ / \\ \\langle N_8 \\rangle$')\n", - "\n", - "pl.axhline(1.00, c='k', lw=0.5)\n", - "pl.axvline(8.00, c='k', lw=0.5)\n", - "\n", - "pl.ylim(0.2, 1.2)" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "id": "e07a3382", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:08:23.260950Z", - "iopub.status.busy": "2022-03-01T13:08:23.259685Z", - "iopub.status.idle": "2022-03-01T13:08:27.484237Z", - "shell.execute_reply": "2022-03-01T13:08:27.485202Z" - }, - "papermill": { - "duration": 4.387734, - "end_time": "2022-03-01T13:08:27.485536", - "exception": false, - "start_time": "2022-03-01T13:08:23.097802", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/cosma/home/durham/dc-moor2/DESI/poisson.py:21: RuntimeWarning: invalid value encountered in sqrt\n", - " a = np.sqrt(2 * h * radius - h * h)\n" - ] - }, - { - "data": { - "text/plain": [ - "(0.2, 1.2)" - ] - }, - "execution_count": 32, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "d = np.arange(0., 16., 0.1)\n", - "r = np.ones_like(d) * 8 # Mpc/h\n", - "sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", - "\n", - "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", - "pl.plot(radius - d, sphere_cap_vol)\n", - "pl.plot(radius - d, fillfactor_expectation(d, nbar, radius))\n", - "\n", - "\n", - "pl.xlabel('BOUNDARY DISTANCE [$h^{-1}$Mpc]')\n", - "pl.ylabel(r'Random $N_8 \\ / \\ \\langle N_8 \\rangle$')\n", - "\n", - "pl.axhline(1.00, c='k', lw=0.5)\n", - "pl.axvline(8.00, c='k', lw=0.5)\n", - "\n", - "pl.ylim(0.2, 1.2)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "59b6bf40", - "metadata": { - "papermill": { - "duration": 0.069489, - "end_time": "2022-03-01T13:08:27.661291", - "exception": false, - "start_time": "2022-03-01T13:08:27.591802", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 33, - "id": "1dff800c", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:08:27.782862Z", - "iopub.status.busy": "2022-03-01T13:08:27.782119Z", - "iopub.status.idle": "2022-03-01T13:08:28.803476Z", - "shell.execute_reply": "2022-03-01T13:08:28.802450Z" - }, - "papermill": { - "duration": 1.086289, - "end_time": "2022-03-01T13:08:28.803863", - "exception": false, - "start_time": "2022-03-01T13:08:27.717574", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "# rand_density. TODO: source from somewhere else.\n", - "n_bar = 2.\n", - "radius = 8.\n", - "\n", - "# number of gals expected == Nrand = var\n", - "var = n_bar * (4./3.) * np.pi * radius**3\n", - "\n", - "# actual gals\n", - "exp = np.mean(rand['FILLFACTOR'] * var)\n", - "\n", - "sig_ff = np.sqrt(var / exp**2)\n", - "s2n = np.sqrt(var)" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "id": "f05e086e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:08:28.992742Z", - "iopub.status.busy": "2022-03-01T13:08:28.991601Z", - "iopub.status.idle": "2022-03-01T13:08:32.704692Z", - "shell.execute_reply": "2022-03-01T13:08:32.705643Z" - }, - "papermill": { - "duration": 3.793679, - "end_time": "2022-03-01T13:08:32.706040", - "exception": false, - "start_time": "2022-03-01T13:08:28.912361", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(-0.5, 0.5)" - ] - }, - "execution_count": 34, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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MTOCZZ57B4uIiGhoacOPGDQQCAd4GAG974cIF1NXV4e7du0gkEmhvb4fNZsPo6CgSiQRaWlqwuLgIAOjp6cGFCxeQTqfR19fHx5qZmcFvf/tb+P1+TE9P48tf/jISiQRfq46ODqTTady8eRPPPPMMwuEwPvnkE3z5y1/mCX9ubg6Li4tobm7m446OjvL7nZub40nK6XTCZrPhypUrsFqtaG9vRzgcxv379xGPx2G1WnlyyWazPN6RkRFUV1cjm83CYrFgcnIS1dXV8Hq92LNnD2ZmZpBKpeD1elFVVYWbN2+isbERoVAIjY2NfDwAyGQyPJF5PB6Ew2G2bhobG5HNZgsEGACqqqqQzWZ5+3Q6XWBFCkI5VLpAbpcIFrg7NU3777qu/+d1H7D0ud4AcEHX9TNmjze6PXHkyBH917/+dYGY0eRDbiMgd5dI7pZf//rXeOaZZ/DXf/3XcLlcOH78OH72s5/B7/fjt7/9LQ4dOsSWkcPhwOTkJKxWKxKJBOLxOCKRCFKpFDo6OjA3N4dEIoFPP/0UtbW1sFgsbKkMDg6yu2ZxcRF1dXV8B760tIRsNotoNMp3mA6HA3Nzc3A4HLDZbMhms4jH4/B4POxuI4tuenoaTqcTmUwGqVQKdrsdsViMJ2SLxYJMJrOxD1EQhCeCShDI7RLBP9N1/fvK4+fztUQ3HU3T7ui6XqM8PgngdV3XT23G9sSRI0f0v//7v8fs7CyuXr2KixcvYnh4GOfPn4fP58PHH38Mm82G8fFxAMDCwgIcDgdbDCQWNpuN7/gFQRB2Ep8HkSxXBDeaJ/h63uV4FrkAmZhhENW6rsc3eA5omjZk8nQUwMnN2N5IMplELBbD3/7t3+LGjRt4++23EY8Xfxuqm4qsJRFAQRB2KpqmlbXd50EsN5on+Cpy621vAegA8J81TVvRNO2H+QCZzWq660JOxFRiAKBpmnMTtn+EP/3TP8UHH3yASCRSUgAFQRAqFU3T1vzzpLHRPEGqDfp2/geaprUiZ3H9OwDfwuYIodPkORI5FwwW6Fq31zTtNIDTANBRX4/sn/4pmqJRfBlALXIKfxrACIAEgOMA/gbA1wHsAvD/AfhDAJfyxzsM4P8F8HsAHgD4KYD/G8CHABwA+pVjrgD4FXIX6lcAGgHsV15fBHARwP8F4J/zrwWU14MAbgL4VwB+AuAIgAbl9ZsAFgB8FbkP6KvynuQ9yXuS9/QY39P/o2nb8p4A9KAcdF3fsh8Af7JJxzkJ4I7huTbk6pY6N7q9+jM4OKj/z//5P/X8tvIjP/IjP/KzM38+LUdfNq2VkqZp1SZPr5qSUCZRPGrdOQFA1/XYJmzPVFVV4amnnkJHR8eaBykIgiDsLDYsgpqm/fd826Q7+fXA/0avbVbZNF3XL+NRl6cLuYCcDW9vZHFxEVardW2DFARBEHYcG+0n+CfI5d5VIScyrwA4omnaBU3T9m7GABXe0jTtZeXxKShdKjRNazO8XnL7UvT39+PYsWM4fvz4hgYsCIIgPNls1BKc1nX9bSBn9em6flbX9X+FXDBMyaT0taLr+usA2jRNezmfljFlSHw/iVy0arnbF8Xv9+P3f//30dHRAZ/Pt5lvQxAEQXiC2GieYMzsSV3Xz2qapm92AW1d139Q4rW3YFiDLLV9KSKRCJqamnDgwAFYLBZcuXIF165dk4opgiAIO4cH5Wy0URHUi76g67/QNO1bGzz+Y4EKOB8+fBjt7e2YnJxEW1sbwuGw5AwKgvBEsFpVKiqV6PV6EY/Hkc1muUi31+tFLBZDIBCA1WpFJBKBzWbjilfZbBbLy8uwWq3o7+/H3bt3EY1G4XA4EI/HuUpWNptFa2srMpkMbt26BYfDgUwmg2AwiEAggD179uD27dvccYNq5ba2tmJ2dpYLjVMt4Fu3bqGpqQnj4+Oor6/nUo6JRAKpVAoOhwN3795FNptFJpPB3r17+b3Mzs7CZrNx6cdgMLhcznXcqAi2a5o2ret6sMjrRUXySYZ6hFHl90AggDt37sBiscDhcHDRZ0EQhPVCopNIJOB2u1kkACCRSODQoUOIRqNwOp1IJBLIZDKwWq3o6enhjhcEdQKhdlUOh4MLs7/88svYt28fZmZm4HK5sGvXLgC5wvMul4vbOLlcLu6QkkqlcPfuXbS0tGBiYgKhUAjDw8OYnZ1FZ2cnPvjgAy7cf/fuXTz33HP48Y9/DKvVyp1QAOAf//Ef8Z/+039CKpXC+Pg4vF4v6uvrcfXqVZw4cQKXLl1CX18fYrEYUqkUHjx4wPs6nU5u5RUOh3H3bi7OMhqN4vjx4zw/q+O0Wq0YGBjAT37yE7zxxhvpcj6HDdUOBQBN0/4XcvmA90xe+6au63+/oRNsM0eOHNH/6Z/+ibsW3LhxA+Pj4/jVr36Fe/fuIZPJIBwOS0V/YVWolQ4VIVdZrSC5WdcIq9XKE1ZVVW4536zFDlkIq1kK1FZpNWj8xhtAtbg6/U6n0wUttAjqxWfE6/UW9NMrhvrezbDb7dyto9jr1BbJ6M2pqqqC0+ksuBZmnw8JjXrd1HHZbDZUVVVxx5BkMoloNAq3241oNIrq6mrEYjEcOHAA8XicO500NTVhZWUFCwsLOHr0KF/nTCYDr9fLXVEOHTqEcDiMYDAIt9uNvr4+TExMsKWWTqfR398PINcHEsj1e6ypqeGGv36/H1evXkVnZydGRkbQ3t6O7u5ujI2NIZlMFrRBM0LdcqgjjllLNdpXbX5M2xu759Cx1L+BXFsuGis1MaDmBV1dXdwgWW2cDICfp7/r6uou67p+uOiXJs9miGAbgL8D8LcAzpBVqGnacwBOqQW2dwJUQJv64/3TP/0TAODy5cv48MMPucdXKpUSi3CHYSZGq02u60F14ZRCnWhVgamqqoLf78fc3JzppE4C6PV6sby8DIvFglQqBZ/Ph3A4XHSfxsZGzM3NwWKx8D40cSeTSRbNUgLtcrm4Hx9Q6JIjoSOxoPdotVqRTCYLnl8NdQx0DrPPj64dkLOeaD8SKpqs/X4/twgjEWxra8P09DSqq6u5XyT1CVRvHugaUT/FdDoNh8OBbDbL4ut0OtlF53A4UF1djT179mBpaYl7A9rtdm7fdfjwYWQyGe7BCQAHDhzgNmh+v5/PEw6H0dXVhbt376KrqwsjIyM4evQoamtrC9q30TIONU3u7u4uaPlGrwOFfUi3o1G2WW/Tcrdfz2vJZBJ79uzZ+i4SfJBcPc63ALyMhy7QywCe34wC2tsJ9ROkJq/nzp3DjRs3YLVa8Q//8A+Yn5+H0+nE3NxcWXfRwtZQTmsndYLfyPGMFpDVakVVVVXZRdKNkzfd2VMHcsJopaiPPR4PEokEvxdyd2UyGdjtdjgcDiwvLxeInTr+ZDKJbDbLzW0zmQyqq6t50qbJXcXn82F5ebnAXZZMJrlVF40xFotxc1qj8Pv9fiwvLz8ilOo1sdvtqK6uZouQ+krGYrGC66G2N1Ofc7vdyGaziMVivPYE5NxmJKDqvo2NjVhYWOCekdlsFtXV1fze0uk0EokEuru72R0ZCoXg8/kQiUTg8XiQzWaxsLCAtrY2FivqURmPx5FOp3HixAkEg0F89tlnOHHiBMbGxritGfWdXF5exvPPPw8gd/NEfT2pF6bNZkMwGERPTw/8fj83hG5vb2chICuKrCyyklTRIzHcDsF7UtiWVkpFTvw8cqkTM5t64G2C+gkCwNjYGH7+858jkUhgeXkZV69eRTKZxNjYGE9QZv+YQnHKEa/1WGdmxzW6A81cYWZ4PB4sLz9cU1fdX3a7HR6PB8Fg8JFz0gRsNvaqqiq4XC52+djtdlgsuSX5eDyOQCCAYDDI25M7VLXaSr13msypMS+dK51Ow2KxcA9Jh8PBLrpUKsVuO7ouNHkmk0leg6LWYPF4HD6fjxsALy8vw263s+VL21BwRDgcRnV1NbsIae1LnZBJyEmoSJBIcBOJBOx2e4HLlDrVZzIZdmOq5xgaGkIwGITdbsfc3BysViv279+P69evw2azFdwU0M2EOu5MJoPGxkbuCm+xWNitXVVVhfb2dqRSKdy/fx91dXWw2Wzwer0AgI8//hjd3d2wWCzw+Xy4ePEiDh48iM7OTty793DFiIT2xIkTsNlsqK2t5SbaAApcyiRyZNHS3yqq+5KaeZPbkcRwu6y+J4Vta6qLXImyaV3XP173gZ4gSASTySTGx8dRW1uLt956iyvIvP3223zXabYuIGw+dH2N4mREtS5IAM0+G/XGpdg6l/FcdrsdNputwMXW2NjIQmOEzr9//3624MgVSGJssVhgt9vZgqBoPjOris5ps9kKAijoPSSTSVitVqRSqUfW+mhyV12dZC2QENDESRO/KnLRaBQulwsWiwU2mw3T09NsFQ0ODuLDDz+E1WqF0+nE8vIybDYbjyGVSsHr9bJFQ65Hek/pdLpgjYfWFkmwSZxo7Ol0mt3AdO0Ii8XCFhRZquFwmG8EfD4fuzt9Ph+mp6eRSqXQ2NjILkuy5AKBALtgqRF1IpHAwMAAwuEwLBYLDh06BKvViunpabYa4/E4hoZyndz6+/tx6dIlnDx5ksVndHQUQM4irq2tBQAWLPqMaY3MCHmn6CaFrqEZlSZ4ZmxXP8H/gJwL9I5y4n0Angdwdqe5Qgn6Mo6NjfHdm9Vqhcvlgt1ux7Vr11BdXQ2fz4e5uTkRQBPWemOgCpg6iavrSDR5FlsbUvdPJBIsRN3d3QiHw3wcssrM3NlkiZDYVVdXs0WTSCTYbVZdXY2FhYVHjkMWViKRgNVqxc2bN9k6o+8VWY90hx6PxzlSkKLrKBzd6XTCarVibm6O3XgkyDS5kzsOAFtkFOxAgkCWlsPh4OtHASHpdBqBQIDXzLLZLEKhEIfKk6DQjaDb7UYikYDH48GHH36IxsZGXg9Tr7/6XSCxovOp65GpVIqFxeVyYW5uDh6PhwWdwvvtdjva2trYyqNtyBKmtUePx4Pr16/zWLLZLPx+P7uB6SbC4/Egk8kgHo+jsbGRxZY+l+bmZl766OjoQCAQAAAcOXIEhw8fRiqVwjvvvINXX30V4XAYt2/fRl1dHQKBAHbv3o379+/j5MmHLUyTySRefPFFXLlyBV1dXQXuSdVDYBQvVfzoNfVGTrX2iEoXwLWwUUvwT3Rd//NirwFw7cTAmIsXLwLIWX00kf7jP/4jbDYbLly4gOXlZb5rLGWZfB5ZLeJQhVxpqmDR5E3uK3KBGddtbDYbWwrlBCDRBOp2u3H9+vVHLCmHw8EiEAwGC8ZEARIUqejxeBCLxWC329HY2IhoNMquKRI9cmVms1l0dHQglUphYWGB193o/QE5y296eppFpKqqCtXV1fzdCQQCBUIYCoXgcrmQSqX4elDARDqd5jWw1tZWjI+Pc3AMuRqdTmeBKy+bzbL4ktVJ74OOR59VOp3mfVtaWjAzM4N0Oo3GxkZec1TdqVVVVSzaNPFSrpbH48HY2BivIdJamM1m4xuIhYUFFsj9+/fzNSQXcG9vL1uQFBo/NTWFhYUFFlKy8NR8sra2tgKxt1qtqK2txezsLKxWK1vHdGPT3NxcICa0Lgk8XMPt7+9HKpViKxEA3zgcPny4YB2OPjd6TL/pHBsN/Chn20qnXEtwo2XT7uRPtk/TtO9pmvZN6iaRF8dVw1OfROjOq6+vDwDw/vvvI5PJYHJyEsPDw3A4HJygabPZUF1dXTEFt40CWF39sHkIWTz0HFkqKiSKmUyGX6NjkoUFPAwEMV5Xl8sFICcKdrudIykzmQyWl5d53aetrY1FgD6fRCLB0YAej4fvummtiiaTcDjM68ChUKjA0qNACQoo8Xg8CIfDCIVC2L9/P4sFCZjX68X09DQCgQA8Hg8aGxvZbQjkBFFd86JrQJad3+/ndbtYLMZWYVVVFT788EMWc5rQ1QTphYUFRKNRZDIZdk3SmMn68Xq9HKZOgSJ+vx9VVVW4desWr/mlUikOpGlra2MhISH0er3s+ozFYrxc4HK54PF44PV6UVVVBYvFglgshurqagSDQVRVVWH//v2cL0ffC4vFAq/Xy8JMwUhLS0tYXl6Gx+PBwYMH0dbWxvvYbDa43W4cOHCAb6zq6+thtVrZ0uzs7AQADAwMoKmpCQMDA2hubobX60V3dze+8pWvoKOjAw6HAy+++CL8fj96enpw9OhRPP3007DZbKipqYHT6UR/fz9OnTqFF154AQDYDUquXdWlSW5OdU20WCyBUeRKvSYCuHE2vCaolkXTNO0igNd0Xf9l/nFRS/FJhSxBWnyenZ3F3/zN3wAAFhYWEA6Hsbi4yGsm9I9r5p7b6RjdjhTIsNY0AzVwA8gJHFlTFIhAmFmaNDkb18rUXDpan6NJenp6GtlsFocOHUIwGCwIzXc4HOzSA8ABKBRwQVYgvS8SFrKSqqqq0NbWxgJDlpNqSVCYPlmY5AL0+Xy4efMmh9yT1UNCPTc3xyILgCMNnU4nqqur2YqmGzW6IZuenobT6eQ1LDp/NptFOByGy+XiKFASFKogQutrqguZLFq6ASCri9b0KMdNtdooUCUej6O5uRmXLl1CdXU1T/ixWIyvD7ksA4EA0uk0B3EAYNGz2Wzo6enB+++/D4/Hw+dTv1fhcJhvHGhN0+Fw8PpodXU1Dh8+zMUvuru7OaLz4sWLHNDi8Xg4cbynp4cjM405djTO2dlZNDc3F3zuY2NjGBoaKhC5Yut3xufWmkIgrM52WYJGS+9NEsA8d7CDmZiYQG1tLQYHBwtKBVmtVq7OQOsL5K76PGEUO3JdEnRnTxYdBSaoIfTAQ0EAHkZe0oRNbjPViqQJ3+v1FgRPkNWkjo9cnJlMhid2clEFAgGMjY2xAB44cABAbpIllyhZD7TORi5JmtxUq5a+A2Rl0ToUucucTiecTieHwafTafh8Po5yJGu0sbERVquV17jS6TRCoRBP5rRORkEbPp+P18/IPWy1WtHR0VHg4iQLmwSBbjx6e3sLRIjcj5lMBjdv3uTiDzabjcWV3J7ZbBbxeJwjoemmjz4/WhKwWCxoaWlBJBJBa2srPvvsM3i9Xvj9fnYhtrW1obW1tSCAhoSPoizJ8iTBv3DhAvx+P5xOJ27evMnfP6vVCovFwqkDPT09/P146aWX0Nraip6eHuzatQvhcBhutxvf+c53+LsaDAbx3e9+F8PDw2hra0NnZyeGh4dx/PhxnDhxAu3t7VytZHBwEN3d3fw/4Ha7MTw8zJYe/SZL0OgCNa7zqUnmwMP0BfX/TNg+NhoY86qmaaeR69P3HoDajQ/pySASiWB8fBzhcBgrKyv8vNPpxNLSElpbW7kmHpUn+jxhDP+vqqoqqGCiWgzksqSgDLoWapi3w+FAJBLhkHdyF5KLjYQzFotxpB657NxuN0/UVLqOXHwUaUlrWmr5KBoXTVKxWIzXpKanp9ktp74vEjAKkyfXo9frRWNjI7vVSGzI6qDw+cnJSS6BRUEuJDperxfZbBZzc3O8L4lLX18frl69yjcJJB52ux0LCwscmUqWmM/nw8LCApxOJyKRCFwuF9eCJDc0uQ1pP/qb1snI+vR4PCwOJHI+n4+tX7JiycWoWjcUrQkA4+PjsFgsvI7ocrn45mRychL79+/H7OwswuEwVxWJx+NIJpOYmZnh7wXdiND3gCzef//v/z0uXLjAUaQtLS3o7e3F+++/j+7ubszNzbF7l25kyDXZ0dHBnoSenh48++yzGBwc5JsPyq8z5toNDQ0VJGCrVUrIMlRfB8yDWwgzK88Y1CJsLxt1h34PuWoxJ5HrJXgSwD7k2ii9B6B9JwbGUJ5gKBTCL3/5S4RCIfT39+PNN9+ExWLBnTt3MD09zYv99I/8eYGiXgHzBOXVsNvtHPRCkziQc1lSUjat19F51Bw++ptcazabjS0dekwTtLpulEql0NHRgevXr/Pxw+Ewent7WbxIwNSKKbR2tbCwAIfDwS5XslTIsqLIYLIeVQsJyAXYUKBHIBDgQsI0uVZVVXEQDJC70QoEAjxOKjkWDAYLKpJQTiG5IePxOIukw+HA9PQ0T6R0k0CCkEgk0NraiitXrvB3lW4sxsbGuICx0+nkqi7t7e24dOkSWlpa8Omnn3KkKlmyamQq8PDmh25q6KaQhJpcynR++rxIaAGgvr4eN27cQFtbG+LxOI4fP46PPvqIv0979+6FxWLB0tISnn32WU7psFgsvIZ3/fp1PPvss7hx40ZBjczu7m6cP38eTU1NHC1M0Zu7d+/mz5bEXQ1q2YzKKmb7istz63mcyfJtyKVIfBu5ijFf2NQTbDHqmiCQKwB769YtJBIJfPzxx3C73ZiamkI0GuU71Onpad6/nGTwJ4FyUxjI5aWGyatWL6WN0PWgCM1sNotgMMguY3VNjCZJtUYiQRYhrVWRYFKoOq3JkEAkk0k+Jlk5ZHGRNTI9Pc3pBR6Ph92mZHGFQiG0tbWxhUbrVZSiMDc3h7a2Ng4CoTVDikKkhGxa36Qkc0pBIOspkUjw+lwwGMT+/fs54vL555/HhQsXCkpw0TpoU1MTfve733FV/0gkwlGrasJ3IpHg/LMHDx4gFApxKkAikUAikWAXNgD09fVhcXERFosFCwsLbNGRO5TWP9vb2zE6OsrWK+Xa0Xnpb7vdjk8++QQdHR3sESBhVCNCyc0bDAbh8/kwNjaG4eFhjIyMoLOzE3fu3IHVamXRomt38OBBTgeh8m9UXuzYsWNoaGjAlStXON3j6aef5hJiwEMLTV2rM5YSKxa5aVZPU4TsyWa78gQfQdf1aQDTAP4ynyax46ASRJQ0TG4tClig4AIqF0VllBKJBFsUTzrl5vCRC4wSoBcWFjhRmsL8Y7FYQZ4WVQshQaNjqBaK3W5n16dxfYlEQBURst4okpMEgSJE6TzkFlStKsoHo7B+q9WK6upqWCwWtnKSySQHaITDYRbhaDTKEy0FpFBCNgDOpyOXI1VqoeR0r9f7iMhEIhH09vbydysajSIYDKKurg63b9/G5OQkjh07hitXrsBisWB+fh5VVVVYWFhAb28vu1QpR45uAiiZHgALkN/vx+TkJA4ePAiXy4Xr16/D4/GguroaU1NTnGdI7uN4PI5wOMyRrPv27cPS0lLBe6Zrkc1m0dTUBIvFgpWVFf7sCPps6LP3+XwFqSU+n49vAGZmZvBv/+2/5fdEdTzpO/Ktb30Lt27dApBzWQ8PDyMQCHC1lUuXLqGhoQHDw8MAgM7OTkQiERZAtZQYCRe5Po1iZvacmcuymHW3GdajsH1suiVYcHBN26fr+t0tO8EWoFqCoVAI9+/fx7vvvgur1Yrf/va3vOZBkYWhUIjdPfTPTq+p0V5bTTELtFjrp2JuTmNEqLqORDcDJHQ0odC6H12Djo6OgrQCCsigAIrGxkZeGyR3KE2OXq8XLpcLn3zyCQ4cOMDFCBobG3nSopJa4XAYPp+Px0QBECSKZDVQaS2yOql0FiVBk5tVjW6ksHp1bZHc31T7ksSRrg8Ajpak7RobG9mqUi1qSgSvrq7m7xC5U+mmg6x1ckFSYJLFYsHAwAA++ugjLC8vc54fuTTpMyGRoZsCqhSjjiuTyXDNTLpuy8vLaGlpwYMHD9jCpwhXVQDJyqe0ExIaChaj61ZfX4+lpSU0NTUBQEEQ0dTUFL7whS/gwIED7GGgMmThcBiHDh1CbW0tbDYb3xCRlUkFpWtqatiiV0VOLTNmFnhitpZXbo6eCNyTz3ZFh5ZkpwkgoS6AB4NBdHV1cXV+qjzS2dmJhYUFXoOx2WzweDwACtvcrFUA6W57ragCqE7aZgJIkyWQE0mK3KTzq7l/JEA0AZOQUEALWb379+8HAI52VNvrUE6fz+dDJpNh0aSJ1+PxoK2tjQMhKGSfIjuz2SyXJyORIssCyN2I0DodALYGKQ0jGAzy50YWIAkLFT2gUl0knOl0mvPXyPVJrj8KnFDXGel6ezwedt8FAoECVyFdi4WFBQ7hVxPsFxYW+Bh0fW02G/x+PwtoNBqF1WrF1NQUkskkjh8/zuuvFBBCVhZ9X9XgF4rUnZubQzgcxvXr1wvSMeLxOFKpFDc8pfelfmZ1dXUFBaPpe0+f+8DAAL/W0tLC1prFYsGXvvQlHDhwgPMm9+3bh1dffRUejwdPPfUUnnrqKfT29sLv9+NLX/oSHA4HHjx4gKeffhqpVApHjx5FQ0MDnn76adTX16OpqYkjebu7uwvcnGoAD/CwKksp0aPrqO6nrhOuVq5M2HlsNDBmx/ULXA2yBEOhEEZGRtgFEwqFMD09za6ue/fu4Ytf/CIWFxcBPKxYTxbFeuqJ0mS8FuEsVkKMoICGYh0vyPVIkxatwRl72dFEDoATvcldbLfbcfPmTU4HICuBzhmPx9HR0cGCSUJCYqxeO5fLxRYnRViSNURCOjc3xxGcaoUZCvKgNSuKaD169Chu375dEHlKlgZVmqFUA6oao7pcKb+O3KcU+ENrjuRCpUAN9fhVVVVwu91c6osEmCxbgtYqqToKuSlp/5s3b7Lrk9J04vE4B6KQS1Zd06K0Do/Hw3l39J0lq6qhoQGjo6NcLo6sJkoHopuEuro6dsuSJV5XV4eZmRk4HA40NDRw09M9e/awNUwpMxTxee3aNY60paosdOPR3NzMLY3I4nM6nWhububPeWVlhV2eRoEjq88swIW2MWsnpD4GROA+L2yXJfh9TdOe3eAxnkjsdjueffZZtLS0FNRxpPyz5eVl3LlzB7FYjOs6qkEepQRQzaEzUkwAaf2L8tLUcTqdTm7NQpA1l0gkHhFAdX9qV0PuQ3UCUC1CEonl5WUWxGw2i2g0ips3bwIAr1PFYjEOAKE1IqpYQu+PJlyqwOJ0Otn1ShO8y+ViIaJ0ARK4eDyOWCzG63S09kauWqqM0tHRgVu3bnHuYCQS4aLWVAuS1s9IhCiIAwBPyJRnR6LvdrvR0dHBViCVWgPAoheJRHidk4SFCgFQBwev14vjx4+z4JFFTAWr6cbI6XRicHCQBYPyBilaNhqNYnBwkF2NVKC7ra0NiUQCNTU1yGQymJiY4BSOeDyOqakpdu3SmirVRyVsNhs+++wzDA8PczHwbDaL+/fvo6enh9/bwMAA+vr68Mwzz6CjowNutxttbW347ne/y1b71772NTzzzDPwer345je/icOHD+Pll19Gf38/+vr6OH3hxIkTcDqd2L17N4BchKfdbuemqkZrTS1XRuJGrlFVEFXUBH16bCaARqtQ+HyxUUvwYv7PIQCXAPwQucLZH+dfP7TTuksYo0PPnTuHqakp7uh869YtfOELX8CDBw/4n5EW85PJ5CO93FaDAkIAFHQ9IKuBxKCYJaeuaah33JRgboZalUVdS1TrVdJx1bw7cg1SNKUqDpTcTNVzHA4HT6yUskBWGgka3QxQ/pZaYo3KhpE1RcKbSCQQCoVYgEKhEKdUqJVZaJ3O7XbD5/Phk08+4ehG9QaBhE8tsaZa82pHgrm5Ob4BIosuEAjwexoYGMD4+DgAFFixapBMIpFAc3Mzbt++zcFFVH2ICkLTmuXNmzcRCAQ4GpU+J4rGVSu/UOI/uWxVl/fAwACmpqb4JoCKUlPkZVNTE4+bbiAocjaZTKKmpgYPHjxANptFTU0NR0i3t7fz50IWczgcRkdHB3+Gu3btwsrKCg4fPoxYLIalpSXs27cPznzvPLLe5ufnuaSZ2jV8bGwM3d3dBVaasTcevaZagWbpDcXW8YxricLng+2yBF/Xdf2IrutVAL4P4F8BOKNp2meapr0L4I0NHv+xoN45Li0tAcj9Y1K0nM/nw7Fjx3hCoGRqtTQYQcJkBuWCqQ1ayYKkZHEALIBer7egTqnaMJbcgzQh0/GolxpNVpS+QOuAFHVJfeZoIiChiMVi6Ojo4IhQWlOKxWLsuqJJm9IDKE2B3JgkrlRTkt43WRVUFg3ITXLLy8uYm5tjdyGJmirslKdJbkmyoOhYVFHF4XBg7969fO2SySSCwSBCoRBbVD6fD3a7nWt0UgAMvSf6DNva2tDQ0MDnoeNRMAi5Fen6krsSAHdaqK6uZkHp7+/ndWOPx8Pu3HQ6jeXlZY5+pOAbqhRDx2loaOCbJToOiTwJuXrDQ41kFxYWWCgymQzGx8c5ypOCXY4fP87u0gcPHnB6CFWvoe8p1fikZHQSw76+PnR1dcHpdKKpqQmdnZ1wOp147rnn0NPTg/7+/gJr7fjx45zcTp+7msJgFDz1Bo9eo+R1o5ipwmmGmvQuVB4bEkFd13+h/H0WubJpHQBcAP4y/3vHQf+coVAIu3btgtVqxd69e9ntNjExgbGxMTx48AANDQ2cAkCRdZQrZ7fbS3ZdINdWOf98ZDFSWxnja2SN0oRIlhatYwFgNxatEZIQkmuTxIomUQqSCYfDnCSeSCQ4oIUCh8hVTL/JNUhiplqmFMlZXV2NxsZGFgkaM0VsUuoJTYIUzUhWKaUFUATktWvXkEgkEIlE4PP5uH1SKpXC6OgoBzGR9UQ3GRQ4RJM6pU+oLldyN0ajUXzwwQcFn+3c3BwLD+UmUmBNW1sbwuEw7HY7ixIV57bZbLh37x5HddI1okhj6tieTCbZUqZkdSAnPvfu3UMqlUJrayv3W6T10lQqhaamJmSzWba+KPBneHgYXq8Xe/bsQSaTQW1tLVurVVVVGBwcxNTUFOrr6+H1erFr1y60tLSgq6sL1dXVGBoaQkNDA7s4HQ4H9u3bh46ODvT29qKlpYXFr7W1FU8//TSAnEUKPHRtAo92PKeITnqumJvTuO5n/B8yip5ZigPtL2uBlc2GRFDTtEOGp3QgFxWq6/oZAG9t5PiPC/rH6O7uxqlTp7B37168++67PHnV1dVhfHwcVVVVWFxc5OAIukun5ppkCam5U8DDdIBibYLIsqR/SrL8KApSjQQ1WlG0P1lkFAFJgSXkUnTm6zOSq5EsIHInknVCoul0Otm6IdcvhfHTnTb9TXfVVPWFrBsSXXr/ZN3QOhu5fqmFzvT0NDKZDFdfIVcdWaEk1A6Hg9vbpNNpLs8GgKurUAFmcgG2tbUBAHp6epBOp9Hc3Iw9e/bwuKgqDSWnU9UYEhoS9e7ubnadktVI152s5kQigZ6eHrS0tPC1I3cqWccUyUuVVfbt28fXyuv18vWndeeqqiqOWJ6amkJXVxcHN0UiEZw4cYJFP5PJ4MGDB/D7/Zwa0tPTw14Mh8OBTz/9FPX19WhubsbBgwfx7LPPIhAIoLe3F9/5znfg8/nYsq6rq8PXvvY1vPTSS/iDP/gD7qH39a9/HU899RRsNhu6urrg9/sL6mmqoqaKmbpup4qhuu5Xzpqe+rcaGVpsTY++qyJ+lc1G1wT/Qtf1P1Ye7/hoUTU6dGJiAkBuXfDEiRP44Q9/yLULAbCbisSEXJH0z6wmmqulumgdx8xKVN1BKmq+n9/vNw14oX9mtaA3iSHVknS5XGxR0URPlpkabUjWjdqfTnX1UbAHVSOh8H1KAbDb7di/fz+36aGJTu3iTWs4JL50fTo7OzE1NcWCSOOkEmX0m6IoqXVRPB7ntUqyWqlKDJCbGPft24eJiQl+37TeR4JPVrXVauUuCuraVDweR0NDA1ZWVmCxWFBbW4vFxUW+9jdv3uTgJfpeqP0HydKNx+OIRCLo6OjAnj17cOfOHdTU1GBmZoZdzF/84hfZZTk/P1+whkhWPn2f6CYnm81y0j19z/bu3Yv5+Xn09fVhaWkJFosF7e3tCAaDePDgAdrb2wGA3ebXr1+H1+tFX18fHjx4gOeeew5nzpzB1772Nbjdbly4cAFHjx7F7Owsamtr4ff7ceXKFS5BRt9RtVGsMSePPg/jOl2x5rJmOXpma3z0nNHCFCqPbSmbpmlaFjnr7zJyRbSh1grVNK16p3WXJxG8fPkyAOD+/fsIBoO4dOkSPv74Y9y+fRu7d++GM19Im+5gqQo/he2rwSzkpiTBo+AVeqxaboRaS9OspREFzdB6Ix0rEAggGAxyTU3VRUtiYrfbMT09zYJLARvkglSFhwSPBIJcfbQ2SS5WslIpwCUajaKtrQ3ZbJZz/chlmkqlEAqFOHetqqoKc3Nz8Pv9vF5FKQOUGK26YNXC0Gp5MrVrON2MUI1NsgApupXSCmiNlN5zMpksSFanqFKXy8VpAiQ81KWdLFNaB1VFmz5nKiBOLY0WFha4QSzlQdINAUEW4dLSEqLRKJqbm/HgwQN+nSJlaVzUBooq46TTadTV1eHevXuoqanhXn+UZnLgwAFuH0Tu1rq6uoLvkbqe3dfXh/n5ec7No+trZmkZRcooRmbd0Ol/ydiYVt2/WHDLWp9f73bCzmG7RFAtoH0KwHfwOSigffHiRf6HPHfuHGKxGCYmJrC8vIxIJIIbN26wGIyNjXGnbprwPR4PT/LkigSK98pTxY6SkI3Cp3Y0J3GgtSoAHJFJVhVZZFShJZlMcqoHuSmBhwWXq6urcf36de7gTeNVi2n7fD7EYjEun0ZlySjFgQqJk0hTbUha7yKxoCLS5N6jPnrqhNrZ2Yn5+XkOOnE4HFy/kQSV2vHQdaA1U/psSFBIPOmGAABHXZJrknITKcKRBJHKoFGqAllgqoVNotrT04PR0VEAQG1tLT799FMW1dbWViwuLvJNAr1vquyiRgbH43EcPnwYKysrXNSbimBXV1ejpaWFrc8vfCFXmvfBgwdc8WXPnj1wOp24desWmpqa8Pu///sYGRnB8vJywToeudn7+/sRDAbR3d3NNwypVIpFr7Oz8xFxos9KfZ5eM1p2qkWmRmKS1We2v/raagJlZiWajUWoLKSA9jpRu0hcuXIFqVQKb775Jr761a+CUiccDgdGRkY4QZkmNQC8pkbQmgxNUMbWPQAKuiKQUFK5LnXSDgaDAArTGmg9j6wcOhZZOVTjlML9qYixWgaNBJDcm8FgsGB9z263s6iQy5SEMBaLwe/3FyTGAzl3GFmA5LKk908WU3t7O37xi1/A5/NxVCJFoFKka29vL6xWKz7++GMEAgEsLCzgwIEDPFFT9RVyeZJrlnLXxsbG4Ha7uUoKRWEC4ChLcpkuLy+zhUt/k4sxmcyVZaOu6p988gmvB1I3CAraoetNLmzVJU5u8draWszOzqK/vx+jo6Oc9hAIBHhNklo/0doxWbyxWAy1tbVwOp1YXFxEVVUV+vr6EIlE8Mwzz+D69ev8PQHAqSFHjx7F1atXMTAwwInotbW1vLY5NjaG+/fv83ME9dJTBUpd2zNzdRpfU/cxsxZVwVJdoupvFWMwixrgop6nVGqE8PnmsYmgYRA7urN8KBTCzMwMYrEYbt26hXQ6jX/5l3/BvXv3+I771q1biEajPEHRnT1ZczRZkyVntAbVfC6K/jOr2EIRkzSZUrRhMpnk4BO6y6ZADQoEoYhOshDJ0qHxUe88EiwqOUaQ1UCWA42RomWDwSC7QIeGhrh7AVliFPVJCf207kh/A+B1UKq0QtZpNBplyzqRSODYsWOYmZnha0buPHJ3UioGuXV7enowMjLCQkYtkOhmoaGhAUtLS2wp0vWga0EBPTSR0mdA66NURPrChQtcM5U6V2Sz2QJ3rOpGrqurw6effsrPx+NxDAwMYH5+HhaLBU1NTbyut2fPHthsNszOzqKuro7dq+oN04EDB7jLCVVUoT6YtbW1uHfvHpqbm7G0tISnnnqqYM0OAObn53H8+HH+LIy5eUChVWdm4Rldo8Y1PZVi0aEqImLCRtgud+hfIJckf9EsKX4nF9AGcv+E77zzDlKpFD788ENOfL569SpHgVICOEUuJpNJTiaPRqMFbYdUaLIHwHf3KmSZAI+6US0WCzeapX1Vt+qBAwdw/fp1npRJoCghnNyhy8vLBeuXdrudXZSUArCwsMAiCeSS19WEcVoHJFGm90MFpCliloSAXIfUoNbozlTXOGkCpPFZrVb09fVhamqKJ2ISYloP9Hg8mJycZHGk4tFtbW3cAYRETO1SQakVtJZI4yRxpM9bbUC7a9cu3Lt3j13RVLuTRDSTycDr9SIej3NXCHpPam1VdT2QzqVGnHZ1dfE5ydoEgK985SuYnJzk786RI0eQSCRw8uRJzMzM4OjRoxgZGYHNZuNuCsZkckoFUtOCVMtPta7UZHTV8ivmfjRafGbrfUYr0YiZABrHUQwRz8pmu0Tw73Rd/866D/AEoq4JfvjhhxzCThYfVdoIBoO4ffs2gIeFsmkCNFpx5FpUk9ip0ohxW4JEkASQJkdVPCk9gqwBSh+gRHSv18tdyamEWSwW44hPsvqc+fqh5LrLZDLweDwF65C0tkkBKVRDkt4/WVEulwvhcBher5dTCSjpnIpxq4n9JN5q8j6JDbmYqY0Q1cAki0wthk03KLS+Fw6H8cILL3BjVgoaocAgNbiG3jO5RsndSjcZFMhE63j19fXcbJYiQNPpNFpaWnD79m188YtfxKefforl5WU0NjYWWOz0vu12e0GNTYfDgfn5eezZsweBQABjY2P4wz/8Q/zDP/wDvF4vTpw4gYmJiYKi1Hfv3sW+ffsKOrs/99xzHLxCoqNaU2aCpApRKbcl/U0YXZjF3JfFxEgVM2K1iFAzyhE7EcTKY7v6CV7Y4P5PLMlkkstgqe5MWpf73e9+x0nntOZCQSJkEZIbjQRSteaCwSCqqqq4Oaqa/5dIJHgNTY0gzWaz7CokEaAJVi3fRhYGBXFQBOTY2BgH21All46ODiwvL/NxaaKkTudknbW3t2NlZQVjY2PcfogsQBLhYDDIkahUVQV4aLmGQiF2q6pJ/4ODg5zv1tfXhytXrnBHBRIgv98Pm82Ga9eusVUH5Io1U1NbsuAWFhbQ09ODqakpXo/ds2dPQXk0WoN1uVxoaWnB1NQUdzqgn6effhrOfFPd+fl5vsmgJHf6ntD639LSEgslJbjTTYrL5UJ7ezuvC9LND+UAdnd348yZMzh48CDi8Ti6u7vxm9/8Bq+88gru3bsHp9OJU6dOYWRkBIODgwCAxcVFLtcGAE1NTQWNXynpXHVVkqCp4qimsKiuThWzXD5VoNQi1cbXiolPsc7tqmCX+v8stWZoRARQKMZGLcE/0nX9f2/ieB47qjv0Zz/7GZxOJ959913Mzc2xJTU3N4dYLMYReuQKXVhY4Mmd3Flqk1UVsvDUu2zaniw9oru7G3NzcwWJ9RT8oQa5LCws8LqTugZJgRo0Vpr86fy0lkkTttfrRTKZLHDJqUE7ZL3YbDZMT0+z6FFEqtvt5uu1vLwMr9fLrYIoPxLITUyU4J1IJNDV1YUHDx7gk08+4UAXiiYlq4FKrTU3N3NawOTkJICH0as+nw9f+MIXcOnSJQQCgYIJnASwr68PExMTHLVJaSPUgJeur2oBkbVJJeYofaSpqYlryZIQ19fXs+AdOnQIH3/8MTo6OpBKpTA0NIRPPvkEwENXOBUFoGCgUCjElV3Ist69ezdmZmZw4sSJAjclCQKtCasWnVp7UxUbtVN6uakIxYJR1O3KtcjWapmtZXux+gRg+yzBtzRNO4VcOsRZXdeDhkFsWgFtTdNeQ65jvQsAdF0vWY0mvz0AHAVwQdf1H6zlfGNjYxw9R4JCbiyybBwOB27fvo25ubkCV5PqXqKO4kZho84IVIeRBEcNSFHD8dWyXul0Gt3d3ZicnOQuC/F4HAcOHOC+eWr5L4rqVKuukHvTZrMhFApxMMfg4CBmZ2c5cjKZTBakVFASOq2h0TqWzWZDT08PlpeXOVkeeFgLVA3mAFCQN0dj+eyzz7jLA10TciEC4ELS9BlQAW2KgqUAnmQyV/T5hRdewMTEBN88UNqF1WrFBx98gN7eXly5coUDbyi1gsSeXLlUGo5SXiiydWRkBM8++yyCwSBqa2tRX18Pn8+HS5cuwe12s5XvcrnwpS99iY998+ZNHDx4ENFoFIcPH8b4+DhaWlrg9Xr5pqW/v5/78A0PDyMUCiGZTOLEiRN8Xclio+8aresRlMpA26v7GQXQzAozCpaZdWgmaGapD8Z1v2Juz2KU62I127bc/YTKZKMFtH+AXJL8dwBMa5o2oWnaX2ia9k1N06qRyx/cMJqmvQFgWtf1M3nxa9c07eUS27+p6/oP8j/fBvCKIoplQf8o58+fR2dnJ/7jf/yPHJJPa0937tzhwA9aK7Lbc6HujY2NbBVls1n09vYCeNjGiBKpabIHUGBxUSNVp9OJyclJjuykfn/UjZwiIy0WC1uCmUyGhYfW92itjCJJyUKjvDqqGbqyssJFri0WC9ffJFGkiZpSDahOKtXoJGu2s7OTJ73e3l52E9P41NxJu92OQCCAycnJgrQNj8fDFhgAdgfX1NRgaWmJj0nrmQsLC2x137p1C++//z4HttDNBFl4FARD14WszEQigb1796Kzs5PXSAcHB9HZ2Ym5uTkkk0k0NTXB4XDA6/Xixo0bcLvdmJ2d5Wv3jW98gwNZvvvd73IFmW984xuw2+145ZVX0NPTg+effx5erxe/93u/B6/Xi/7+fjQ1NeHo0aPs4lRFiwJWSOxIyOg6q+trxaItzV4rJSbFCk+TFVgstcEY6GIshF3O+Uux1n1KXRehstlUd6imaYN4mDh/EoC+GXmCmqbd0XW9Rnl8ErkOFqdMtnUC+L6u668rz53Ob9++2rnUFImrV6+yBTcyMgKr1YqzZ88ik8lwA1EABVGcVDCZLBMqaEx3+OT+ohQA6lsHgDtRJJNJTtamtSuPx8NjoTQIigqkiZ4su/7+foyPj3PHcXJ9Uo4jrfORVZnNZjE9Pc2958gFarfbOZ0hlUqxi5NcrpSqQVYtCSC5N6nWKL2X48eP48MPPwSQEzQSUlrXpA7mVFoNQMFxVXeqy+ViCzYWi8Hr9XJ6BJUWUwNr6CZlaWmpoNsHWSjDw8MIBoNYWVlBU1MT94qksVNKSX9/P4CHfQZpjc7j8XBQTW1tLR48eIB9+/axO5eu4YsvvsjWK/AwNYQEjj5PoLCCijHFgLYzBrKo2xeb8NV9ilVuMbMEN2pFbZYVVmw8YuUJKtvlDi0QFV3XrwC4AuDP84P4uw0eH5qmDZk8HUVxK9MF4LW8NTitPN+2lvPSHf/AwADOnTvHVg+5ymjNh2pIer1eXLt2rSB/i+6MaQIk65C6hatpEeQWJbel2i2ALKDGxkZYrVZ2zwEP8+woid3hcODSpUuc90eWq1rImsRHLe1FfRAp6IS6ENy5cwcAONHd4/GgpaUFS0tL/L5IgChIhNyuu3fv5kLig4ODeO+999DW1sbNeROJBOLxOL+vbDYLn8/H4qmK6b59+wqicLPZLFdVieUbA9NkTu7ZgYEB/OxnP+O1QqrIoxa6bmlpwaeffoqrV6+itrYWLS0t/P4HBwcLtqfSeFQlJhKJYHh4GB0dHbh8+TJeeeUV/rz7+vo4T49qaqppCWTNU/CK+r0zuiDN6mkarTCjy7KUGKiiahadaTzGakJYbhRnOaJcDsXeowigsB426g49rGnacyVef2+DxwdyombsKBsD2OorIC98hw0CeAr52qblQv9Q7777LpaWlrgNDQne7du3uYUMuSSpJJUqYuSyozB/co8Gg8GCgBWbzcavqc1laQ2PqpdkMhm22CgohtoSkaABYAuTxJa6HtDkTblylCLQ3t4Oj8fDIux2u7G0tMQuRrLcotEoxsfHCyJVqRg0WbJzc3OIRqMYHR3luqjnzp1DdXV1QRCLy+WC1+uFw+FAZ2cn3whQfiEF4IRCIdy+fZuT/ql6SiKRwOTkJNra2jg53uFwsNt1YmKCewV2dXUVTJJVVVXo7OxkMWxvb2cX6b/+1/8azc3NCAQCqK6uxqFDh/DUU0/hy1/+Mvbv349vfetbSCQSeOaZZ/Diiy+irq4O3/jGN9ja7+vrA5CLet29e3eBladaYKrbUHU9qqKkiiY9b5Zgrgb/0H7lfL9Xi7I0uhGN4zPupx632LGMlCuAq70nQVgPJd2hmqb9CYCTuq6/UGKbQQCtW9U9Ir/294bqysyL3x3kapNOF9tX2XYGjwqjus1pAKcBwO/3H7516xYikQjOnTsHINdY9+LFi+zmpBY2mUwGExMTfKdOEzf1qTNGf6qVYNQyaDQJUE6esbQaheNTsWiyktTO5yTQFIhBAShqwI1ad5SiLCn94ObNm2yRUZI8uVkBFIhzMplEV1cXZmZmuE3QvXv3OEmc3jelCVAJMnIVk4szEAhgbm4Ox48fx+zsLOdFUpd4tY1RKBTCwMAAVlZWOCm9sbERNTU1GBkZYQuc3l99fT2mpqbgcDjQ3t7O13NlZQW7du1CIBAA8DDQ56WXXsK5c+d4rY3WIanDAqWAUKPb3bt34/79+wCA5uZmRCIRjsKkn+7ubnZ3qqkLdA2BtQV8rGaFlbtPsW1KWXSqq7XcY2wF4vIUymUz3aF31W4QxohPxQW61gE6S72u63os/2cMjzbnpcdGC9GMHyFXw7SoWOaDbd4CcmuCQG5y8nq9qK2txdTUFI4cOYKLFy9ysWcgJ461tbW4efMmAoHAIxGgFPlIieU0EVPpMnL7UT6gWnmEAkZisRja2towOTnJXQAaGxs56IVy9NxuN65fv86vkShS0AhFKgIPO06QdTk9PY2hoSFMTk7CZrNxPh2NpbGxkTs5UMQprYl6PB7cvXuXO0P4fD52i3Z2drLFTOt6Xq8Xn3zyCadVuN1ujI6OFqR6kKUbj8c5h2///v2YmZmB1+vFsWPHeG1vfn6eu2BYLBbuYD43N4d9+/bB5/Px8QDg6aefxuDgIEZHR1mY9u7di/Pnz7M7EwAaGhpw//59hMNhdm0ODg6yVaemIxBUwcZut7MAltMpQb1RMj6m76LZOl45a2KrCaTZtmZjMYsEVd9LOW7YYmNcCyKAwmazmgjWAvgjQzukVwH8cZHtyyJv3R1dZRvkg1uiAJyGl51AgVAWO8YbyAXEXF7rGEOhEFKpFH75y1+itrYWo6Oj8Pl8HDyRzWa5zQ25QZ1OJ0+25LIzBrVQQAX9UGUYCiih8mXJZJItqoWFBfh8PkxOTnJCO1mHVM2FhJmqp1BgDgB20wGFndPVJH1yeZJLlgJkKOePam7SuRcWFlhMyF1LharJYh0fH+egnJaWFnYLU7FpikwFgC9+8YtwOp0sJE1NTfjss8+wsrICj8eDmpoa1NTU4Pbt25iZmUFNTQ0sFgtaW1sRi8XQ09MDICfwBw8ehDPfhLa1tRUjIyPo7u7mKjr37t2Dw+FAf38/Byt5vV60t7fj0qVLeOGFF5BMJjExMYGjR3NfU6NoGSMgjZVZgMIUAhWzVkFmYmIWbWlWumw1ATIK62rrd2ZCapYmYfbeVhO5ckRsLdarIGyU1dyhgwB+AWAFuZ6B7wE4pev6K0V32gLWEh2qbPMygJiu62fzj4fKEUM1Wf78+fPs9vrJT34Cq9WKixcvslswkUhgcXGRq8aQhRUOh1FdXc1luig6lPL5gIeJ4rTmR5YM/ZCYkjVJx7ZYLLDb7VzyTI2WpHU/cjfSOiOJXTKZZDFsa2vjHD+ydilJnqIhs9ksl/6iCjU0OVPrI8qlXFpa4sLV1PWA3q/P52Or1eFwYHJyEolEAocPH4bD4YDP58P58+fZepyamuJJjqqszM/Po729na08Wi9U3ZdWqxUNDQ0YHR3lRPPz589z8jpZze3t7Y9YX9Rbsbu7u2C9Tl1no89N/bsca8wssMW4rmcmVMWKS5crAMbtzI5n5gItFRVq5sZdryCtlrYgQidshE2tHZoXlJP5nzbkGulOIyeMF/K/L25VA928RXdB1/UzRR63ARhSHtM4KTrVBeBVNW2iGCSCY2NjAHLV9YPBIP7qr/6K78ZpvY8qjWSzWUxOTqKjowPXrl3jfnnkTqT8P7WGJgW0UIAHAF6zoxJp6joauRRjsVhB5RjK/VNb7VCQCiXxp1IpnDhxAufPn+caoqFQiCMzKSn73r173CdweXmZ8+pI4O12O1uFJFCjo6O8tphOp1lIKW2iq6uLbxbUVkKUBG+z2TA4OIhIJILZ2Vns3r0bn376KQYGBuB2u5FOp+H3+zE2Nga73c6P//mf/xlf//rXUVtbW1BH8/bt20in02hqauJ2QfT+gNyaYFdXl2nqAX2+dC6agI0J6GZWkYo6uZuJTLH6nPRYTWZX9yvFeqI2VxMh43E2S5TWs7YpCGtlywpo59Me/gzAEQCH87+HkBPGGHJRmD9EroLMpomiUjGmDTkL7y3ltdMAvq3r+iklaMbImXzifElUEaQJa3FxEbdu3UI4HMbc3BwikUiBe3N8fJxLhJFokTVVVVXFkw2lSADg9TFKYaBmrtRqhxrAqs11LRZLQXcEKj5NeYNUeouiNSklwu12w2azYXl5mQM+nE4npqenWQTJ1UnuVbL61GLd0WiUrSYSg1QqBb/fj3g8juPHj+MXv/gFlyRrbm7G7373O2QyGTQ0NGBqagpNTU1YWVlBe3s7HA4H/H4/rl+/zjcWBw4cgNVqxfHjx3H79m38/Oc/x9DQEEd8OhwOnDx5EouLi/yZNTQ0sOU2Pj7O/fDu3LnD7YGARyuZ2O32grJiRkvJOPGbrcWZvQ6goCxZsX0JM8uLzm9GORbbWtMOilFqLJshXOL6FLaKrRRB0x6Bmqa1IieGR5GzGAcB/GCndpanqL733nsP9+7d44LS4XAYwWAQt27dgtfr5bJl1CRVtSyMDXapfZDaMZ76CVK39Hg8Dr/fj8nJSTidTlRVVbE7U+3WYLPZuPJLIBBgcSN3q+oeJWuOLE0AbIEuLCygo6ODS6ORuFosFszNzaGnp4ddkTMzM2hoaMDt27f5+FSJZe/evbhz5w67Xbu6ugq6L1DXikgkgo6ODgDgVk+tra348MMP0dvbi127dsHpdGJpaQm7du3iAtOUCN/a2or79+8jGAxyOTpaD7Tb7Y9EYaolxcz64dF+tB21FTKz9FbrtGB8vFrLn2JCVWrdjyjXiiuHYuMrdw1xteNs1vaCsBaelKa6zwN4Wdf1DQXSbCdqK6VIJMIimE6nOTDlN7/5DRdDHh8fx8LCArs66Z+aEtopUlOtwmKz2dhSI/EhcVLz+WgNa3l5mWt3qgnq1NWdRJVElyrYUCkwtbMFrTlSAE4sFsPAwABmZmZYkMkyJZEj9xwlkre1teHy5ctcLMBut+PEiRNYWFjA3Nwc18mkVIZvfOMbuHTpEoaHh9ka7OnpwdmzZzE8PIwLFy6grq6O0xbGxsa4UwKJwfz8PGpqagoEanx8nLcDHgaXJJPJoono9FsVQ2MHBGMun4qZIJRaJzP+VoW41PpfKWEqR5SMlmip46x2rM1eu9ssK1UQSvHYRVDTtEMAXgEwtZM6TRw5ckT/9a9/DSD3zzoyMoJwOMzuUJfLhX/5l3/BysoKB5rY7XZO1h4bG2NXJwkplRmj/D4SQrI2yaqjnDp1zU+tLEOpEuRWpQR2Wo9Lp9Pw+XywWCwIBoM8MVH+IgB2m5Lrk4pY07aJRAINDQ1cz5TyGYeGhvDhhx+yGzOTyWBychIHDhzgNI7Lly/j3/ybf8MTMPW9O3fuHNcTdTqdnFcHAHfu3OE6mapIkTuzs7OzQDSM63jG54q5A9UAF+PzRjFTj1PMsjNuR5gVj14Pm+0mXE20Sx1vPRbbZlp5m70mKVQGT4IIUmTpf9N1/X9syUm2ALV26LvvvssW2JUrV7jW5uXLuSDTubk5/O53v+PO8tQjkCI2KXFbTSKntAmy0gBwviA9JpcbiR3l1FGqA1l+TqeT1w/n5ua4gWssFuMAGJr8qWO80+nEnj17cPfuXbS0tGB2dhZVVVXcnJWs1NnZWTQ3NyOTyeDLX/4yR7BOT0/zea1WK7q6urgLwr1791BXVwebzYbZ2Vk888wzuH//PoueWixAjcIk6KaB1ujoWqjBKOpvYzeEUjl5RuEyi5wsJaZGF+hagmLMrC71HOUcQ31ttXVDsxsA2tbstY0Iy1avCz5uARZ2Lo9dBHcqRnfoT3/6U+zatYtdouFwGJFIBJFIhANi4vF4wbre2NgYd0an9jvZbJYFwOPxcF4ekKsmQgEyFO2ZyWTg8/kQCoXYclteXkZvb29B5wlac6uursa+fftw//59Xvuj1I2uri6kUil0dHTg4sWLOHjwIHdW9/v9+NWvfsWpCrFYDEeOHOE1xrq6OqRSKaysrKC2thbd3d1cOLq5uZkb7o6OjsJms+HYsWMIhUJYXFxEf38/T0gTExOw2Wxobm42ndyNyefqxG232x9x76kCpz5XTGzKFaTVAldUUTULZiHMhKuYK7TYuUq5VzfCZq4nCsKTiojgOlEDY9xuN9555x12R66srHCeID1HncbVzu60/kYWoNozEABHVJIwkpCq6120vke1N9VO7i0tLWxJUapGa2srvF4vuym/+tWv4le/+hW++tWvcuQpNezt6Ojgup+tra1cl7OhoQEPHjzAc889hx//+Mfo6+vjRHS73Y6VlRWEw2EcPXq0QNQotaG7u5ujaru7u3H+/HkMDg4WrM+pgSdma0OqQKhrd4RqFa7m3lOPoe5LFLPsyl0vK7buVyqQxfheNwOz85YS842eCzC3UgXhSWJTRLCc2qGfN1R3aDKZxOzsLC5cuACr1Ypdu3ZhYmICoVCI193u3r2LTCaDffv2cfkwsqIokpMS3qmKC+Xf7dmzB3fu3MHk5CSefvppzM/Ps/s0nU5zY1USro8++gjHjh1DR0cHzp49C5vNhj/4gz/A22+/ze5Sh8OBvr4+jI6OcvcGag9Epc5aWlqQSqXYZbm4uIj29nasrKxw5Cmxe/dunuhUgVpZWcHw8DDGxsaQTCYxNDRUUO+Uupr7/f5H8t6A4sEk6nmMEy2lM9ANSrFJ2OjmNAppMczW+swiNdXzmq0VlhMwU6qF0UYo94ag1P4ibMLngW2rHfp5RZ3UqBXOBx98gKNHj8Lv9+OnP/0pfD4fuwk//fRTNDU14datW6ivr+f8QQqC6enpwczMDB+TktsHBwfR09ODqakp9PX1Yf/+/bh58yYOHDiAa9eucdmxubk5rrDym9/8Bvv374fL5cKFCxfQ29uLnp4exGIxrKysoLu7Gw8ePAAAXudzOp28vnns2DGMj4/DZrNxEWi32435+Xl0dnZiYmICAwMDbLmZlfOidAI1wZysPVUoqAoLUBg0YjZZqy5DdXtCbSpL26rHUNcKVQE1uh9VIUomH+Y9riao6rnV975aw1ijaJptaxTH1cSoWHCO0ZIudU4zHvf6oCBsN6tZgv8ducCWuPLcX+yklIe1opZNA3L/2KFQCCsrK9i9ezfOnj3LyeDXr1/nBG+qwELJ9bt372YrcXh4GB999BEOHz6M0dFRNDU1we124+rVq2hqauLWRQcOHMDY2BiGh4dx69Yt7mFIrsuuri68++67OHHiBKdI0Hqd1Wrlhq/UGmlqagoNDQ3cE/D48eM8UZHbUp3ASUDUSZhcmbQWpro2SWzIQlOFiYJJVKvIrDmsmVVkFt6vigQd3/g8vYe1Bn6o79koWGYBNfR3seObBd2UskaNAm0832piWGy7UqkIaxGscrcVERSeJDbLHfpE1A7dTlQRVEVBtRwmJiYAADU1Nfj5z3+OhoYG3Lp1C3Nzc9xh3O12w2q1Ynl5GRaLBVarFaFQCOFwGAcOHIDP50M0GoXVakVHRwfS6TSi0ShaWlqwuLjIxZ737t3LyeLUvBbIRYaeP38ew8PD2L17N27cuIFAIMCBJzTWoaEhJJNJXLmSa/QRDodx4sQJfm/Aw0hNiswE8IhQGq00mqxLuQGJYsJktOSMrwOFE7mZSKiQGKtjMDt3sf3NKBb4Umr/zQxiMR7T7HkaiwS8CMJDPle1Q7cTM0tQdfG53W5cvny5wOoYGRlBLBbD7du3ee3w3r17iEaj8Hq9CIVCiEajOHToEBKJBOcH9vb24v/8n/+DQCDAKQZHjx7F1atXEY1GMTg4WJAcTx3r6TeVIGtubkYymUsoHxgY4LFSnUxak7ty5Qonl1+5cgXDw8MFFpQqbEZLp9hka7Q2IpFIgQvUbLuxsbGCrgt0TjUdQbWczKxHs7HRc2aCu5pAlBv8YnzNOKZixzNbCyzHqix3nIIgFPK5qx26XRgtQYImV6PbLZlM4p133ikQKPoJBoMYHx8HAHR1deHw4cO4dOkSP+f1ejEwMIBgMIhUKoXBwUHcuXMHqVQK4XCYiz9TY1e3242PPvqIUw+o7Y+xZqXq2lPFxuiOVN2AZlGapTodmK2pmR3HbD91nMY1RKOFWEx4iolOOWJXan/j3/TY7L2ZpW2o16/Yc6tRTEDN2KoAG0HY6WxmYIyRC0oj3b9UTqjWDv0vAH6kadqOqx2qok586qRPr5FItLa28mRIz33wwQfo6elBKpXC8PAwRkdHuZA1dTundT2v14vx8XHMzMwAAE6cOMHrcWpgx7lz5woiN59++umC5HJVQABwmyE6jvp8MpksSFin/UjQ6D2rwmIW5Wm03Eoll6vHUo9jFJ9SFV3M3KhGITA+X8wKU9c8zYJLzK6ZenyjBWx2A6COvZhVbRSs1R6rlDqnigijIJgjtUMNUNm0YhaI+psEBngoGLSWpk6alC5A26kuTNVKe/fddxEIBNiirK2txcrKCmKxGPr7+zExMYHOzs6CvDxjIWia1I1iSAJGzxuFSRWu1VyAxfL7jNuZrSMaRdvM3Ww8xmruULPzlvq72LHNjqVeJyOrnd+MctYL1/vaehBxFD6vPPZk+Z1eO3S1CdOs5JdawotKj1FTXlrDAx69e1etPhIrOhclpdNanipU6hiM4mEsCk3jM+5vljCuBgMZUyRoW/U6FEsxKCU0Zm5J9QZDHb9RmI3HWU3MjNut5mostm05NwlmxymX1Ypel3Oe1dzBglAplCuCVVs5BgCvAnBu4Tm2BDPro5RVoK5tkWXodrsxPDyM7u5uDA4OorOzk58nYRofHy8QM6MbEgAGBga4CaxxXc/v9xecm0R0fHy8QPxUN6Yqlsa6m6o1q14LOm4oFCqYcO12Owuras2p7krjNTOKtyp8ZutwZp8JibPZ56buDzyaa1hMzFWKCXQxN6XZcdZjYRVbT10Ns89LEITykLJpBswCY8wmZzM34uXLlx9Z61LFQT2W3W7n7el14xqkKnrq36rFRmtoxiAVdQzq2NXn1QR34zbqGppqoRjX5YoVnTZOxkbryWhJ0zal1tlWW0szs9DMLEfj+1tt/1JeATPrVBCEx89jd4fuVIaGhnTqEqFiFAIVM4vAbKJUrSJjR3OjsKqCpiaj01iA1S0H1YpTLVAzsVT3VcXbbN1O3QYoFD31mKXW04qd10wsSwlhsb/XIkjFRK+U0JbzHI2n1LnMtil13LW8LgiVjIjgOlG7SBgnK6Pbj3LhzIJRSNhUNyNBxzAGq5iJj9nkTu5AOqZqjdFvYzpHKdeeelyzkmiqhVZKBEpVKDHb3vgcvU/jc/S8sUanur2ZeJUSGbMxrLfCipkFKQjC42UrUyQqElr/MhNHtawYiRtZeWbuU1UAjQJEx1VFTbXc1Lw+1TI0umFV60xNXjdzqwIPA1xUsTFadkaMll45YmMUa9rPTMxWc0MaPx/179UsOjPRMktiL8eaXcv7FwThyWIrA2N2NGu1KtTffr+fS47RY+P2akAJYbQa6W8SJzqO6oak/VSM7km1eovx/Rkfm1mtRuvLbA2QHqtCbjyPWRJ8KZE1O59xP+MNgzpuszGbWZFmlBK2tSACKAhPNiKCJSh2F69aWupzqgtT7TCgJtkb0xroNaPrk36rgTHGCVy1XFRXrCoUxsnf+FqpNSozgTK7JsW6QtD7Vbcz3lyUU+zaTJjNRLvYuMvZxri9IAiVgYhgCYwTL0GWHJCrg0kTPa3TqWtkqjvNzDopZt3Q/qpr0rhOSNuq4qKeSx13sTVA1U1rFEi73c5J/up+6ljV9212vmJWZDFWc78We1zsJqIYxtfKsUhXYzOOIQjC9iIiWAZG15sqZn6/3zQtAijMHzSKjdmEaVb6Sz2/enx1wjdak8Yfs/dgdFuqf5OFZkzcp9fUx8ZSaqWsT3WbctykZhZdMXfmaut2q1Fq33LFTSxIQdh5SHSoAWMXiVIYc+VUQTK6CNX1M6NL0EwkzAJEygmyKLXmtZb9y5nQVbErVsS5lLvVWIFltfEXew+rvS8JThGEyuNJqBizo1HXsooFX7jd7oLkdvptrL5itNyMxzeey0z8jO7HYuMqZmWu9prxGMb3atxGPabR5akeo5j4qMJpZtEVc1eWK5ZmYxEEQTAiIliEYq5Jo5tytTU+s3Uqu91eUPLMmINnFELjOqOx04N6fnXsxVyKZhi3M6voQvsbS5GVOq5xm/W6HY37rVXYynVpyrqeIFQWkidYJmZis5plZVbppNSx1d9qUI16LDPrqZQLsxz3p5nVVqovoHEMRnfmakJb7PX1WGyrna+cIJmNjkEQhJ2LWILrpJTLkJ43c6EatzELbCHMqs2YHctsG6MbthTlCFex59ay3lbMot4Ia4kAFQRBMCIiuAqruf6Mf1PkpVEcVKGiv9WgEGO0pNGKNItMNWJmoRrFWv1tVujauD5p9r5LiVm563PidhQE4UlARHAVjKW0jJAlpybEU8CMmfuPBEoVI6OwqaXViqUwlBqT8Zxmz6tuTfVYxaJaS7GaoJWzNrkRURRBFQRhvYgIroFik61ZLz6ysswsK7O1N2MkqTHtwChaxmOu5pZcSwSlKsrlCEy5QTEbPUax8YjbUxCE9SIiWCbFrCKjC9JYz9Ms8pO2NzsOYXSVmlmFxkjUUpS7Nqi+X+M4jcfY6HrjehDBEwRhM9kxIqhp2muapr2sadppTdNOr3HfNzdrHGZuvVLuw3Jddavlv6llzUrtv9bXV1tfVP9ejwCVG5wjCILwONgRIqhp2hsApnVdP6Pr+lsA2jVNe3kN+7Zt1ljMJnWz9AC1FJjZ71LHX6/YrMZqrsRy/l7rOdeynSAIwnazI0QQwGld188oj98D8OpqO2matmniB6wtz20jE/961+HWso4nCIIg7AAR1DRtyOTpKICTZex+EjnB3BTWEt5fTpJ6sefWYtWtZR3P7HkRTEEQKpknXgQBuJATPZUYAGia5iy2k6ZpJwH83VYMqFyBWy2FwWzdrdjjYvuvtgZZbE1OFcxi4xCBFATh885OEEGnyXMkiq5S++m6Htv00ZTBWtb/ill/6007MBPFtaZHrGUMgiAIO5nHVju0lBUHAIqAxfCo2NFjo4VIx37ZsIa42lhOAzgNoKA33nawFaKznpqZgiAIlchjEcF8ZOfRVbaBruuvIyd0TsPLTqBAKNX92pB3l5ZLPuL0LSDXT3At+z6JiPAJgiCUx2MRwbyVVpalpuv6ZU3TYoanXQDOFtllCIBLySU8BaAt//isruvT6xjylrPZSeWCIAjC6uyUVkpvGVycpwBwAnze+hvK5xEWiKumaQDQlrf2nlhEAAVBELafnRAYQ27RtnzFmNcATBnE7iRM8gbz1t+38/u+tto6pCAIglBZaLq+45fANpUjR47oFy9efNzDEARBEDaApmmXdF0/stp2O8ISFARBEIStQERQEARBqFhEBAVBEISKRURQEARBqFhEBAVBEISKRURQEARBqFhEBAVBEISKRURQEARBqFhEBAVBEISKRURQEARBqFhEBAVBEISKRURQEARBqFhEBAVBEISKRURQEARBqFhEBAVBEISKRURQEARBqFikqa4BTdPuARh/3OOoMNwAIo97EBWGXPPtRa739tOl6/re1TaybMdIdhjj5XQjFjYPTdMuyjXfXuSaby9yvbcfTdMulrOduEMFQRCEikVEUBAEQahYRAQf5a3HPYAKRK759iPXfHuR6739lHXNJTBGEARBqFjEEhSECkXTtDcf9xgE4XEj0aF5NE17DcA0ABcA6Lou7ostJn/NAeAogAu6rv/gcY6nktA07Q0AbY97HJ93NE1zAjiNh3PLRV3XLz/WQX3O0TTttPLQudq8IiIInhAu6Lp+hh5rmvYyPRY2H03T3tR1/VXl8SVN0yBCuPVomibitw3kBfAXuq4fzj8+DeD7AL79OMf1eUbTtNfUOUTTtCHjc0bEHZrjtEHw3gPwarGNhY2RnxxihqffhFzz7eIkct9xYWt5A7nvNQD2Ln3v8Q2nInhFfZC3uo+W2qHiRVDTtCGTp6PITRTC1uAC8JqJRSIWyhajadpJAH/3uMdRIZwGcFZ9Qtf12OMZSsUQ1TTtR/Qgb33/sNQO4g7NTchRw3MxIGexyJd289F1fVrTtMO6rk8rT5+CYcIQtgSnrusxTdMe9zg+1yg3eG35G20XylifEjbMqwDe0zTtDoA/AzC92rJWxVuCAJwmz5EourZxHBWFGhyQd4+ehLhDtxRZ595W2Kuh6/oZCrTLxx8IW0T+xvpN5AKR3sAqrlBARBDIWX1GsaPHRgtR2Bp+BOB5g2UobCJ5yyT2uMdRQdDcodavPAvgNZNthU0in/ZzOR+M9G0Ap1X3qBniDs19WZ2G55yA+O+3g/yd8esSNr7lDAFwKeHjp5Bz1Z0GcFZuQDadaeCROSQGyDLLVkHxHbqun83/PqNp2mUAU6X2q3gR1HX9sqZpMcPTLsj61JajadrLAN4jAdQ0bUjEcGswukHza4Jtkg+7NeTXXWOaprUpNxhOeu2xDezzjQsGwcvHH8iaYBm8lZ+QiVNQQpuFzScfpegCcFHTNGfeXffKKrsJm0De+vs2cpbga/k1WWHz+TMURpm/AuD1xzSWzz15C7BgDTD/3S7p5ZDaoXmUijFtAGJyh7x15L+Yd0xeOqPruiQSC58blKpIACDFILaY/M30q1AswtXmchFBQRAEoWIRd6ggCIJQsYgICoIgCBWLiKAgCIJQsYgICoIgCBWLiKAgCIJQsVR8srwgGMlXsXkZuXSZt1BYbqwNqzQAzudAngKwkt/XiSJpNybn+hFVvFBeP41cZaM3DDUoTyJXCeawscjAKvuZvTdn/rn3zN7bBvZ7Mz/ONgBnAPxQTdw3XCvQdaIecPmQ9ykAl5ErQUbXkzo0XFbGcBLAt6U+qrAmdF2XH/mRH8MPcpPsVJHXfoTcpG/22hsAXjN5/mR+P2eRc91ZZSxDRZ5/E8ClIvu9XGI/0/MhV9uy2PE2db/8+N4wPNeWf08/yj8eAvCmyb46gJMm53nk2suP/JT6EXeoIJhTqnj69wCczFsxTN5aatNNLCI9Z939EMAv1jGWaRSvevE6HtYANRIrsl/R95Yf+9kiRYfXu18x3tB1vaCCip4rMaYew4XcjcWq6FLgQlgHIoKCsEb0h7UfuSFz3m33Gkp0DtfzbroigrWRsbwO4I3NKn+WF6aTJk2PN3s/01Zl+RsGElynvrbi3rE1bCsIIoKCsFaoWj0Ki6y/gVw3htgqu/8QZVo25ZK3gKKbfNyL6zzemvYzWtMKZA2utbvFxdU3EYSHiAgKwhrIWzk/AvCqXhiMchK5II3VuAzAuVYrqwyod9pmHfc9KJbuFu33Z8h1AT9ttGL1h+1w1tRVZK3bC4JEhwpCcVyKpeJELmjjFHL9D40RiE48jHAsBVk2bVi7lVMUPdcS7AxyAn14Ew4Zg9IdfSv203PRn0AuEOZNTdOmkYsgfXONLlBBWDdiCQpCcaK6rp/N/5zRdf0Huq6fAnC0SABIbRnH3GwLUOV7AIYMbcGeaPLXVEPu5uIMchGjU4rLWRC2FBFBQVgj+QCQoXw0KBFDeQJH22y6paMEyfzlJhzOifWNcV375W80Xtd1vR35fMl1nFsQ1oyIoCCsjzPI5aURZ1GeCLYjlxCuCkWpdAwg35G8HPKpClGDQK+HoyhvjXPd+xWz9nRdfxW5tA/nOs4vCGtCRFAQ1o9T+Zusw9XceKfxaHdxqnpSjLYyok5VXkUuXWMjrteTyK3Vbcl+eYF7pcQml1EkhUIQNhMRQUFYHyehpEjkLbsfoER6QL7L+LQxqTu/7+XNyh/MR1aeLTWWUuTHeVFXyrdt0X6l1i7Xmh8oCOtCRFAQzClqheQn+zbkLC4mv1Z4OV8v07jPy8gFfzxf5LDfBvC6McUh79YsVgmlvYTL8FUUty5Xe2+n8uPZrP2KomnaI0n++fdc6maCtncW20YQykVSJATBgFosOi9osfxLTuTELwag1cxFqev665qmncwfgwpotyNXh/RUsXPquj6tadph5Cq/QDnnn5mdJ3/815Cr0PK60frKH69UIWynyXtzIVcc/JFxbtJ+P0Iu/YHG+jpyFuv38++ZjveeSQoK5Wi+iod5iG9omnYKhqLjgrAWNF3XH/cYBEEQBOGxIO5QQRAEoWIRERQEQRAqFhFBQRAEoWIRERQEQRAqFhFBQRAEoWIRERQEQRAqFhFBQRAEoWIRERQEQRAqFhFBQRAEoWIRERQEQRAqFhFBQRAEoWL5/wHoZPdCFKmhewAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "rand['FF_THEORY'] = theory_ff(8 - rand['BOUND_DIST'], 8)\n", - "\n", - "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'] - rand['FF_THEORY'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", - "pl.axhline(0, ls='--', lw=0.5, color='r')\n", - "#pl.axhline(3* -sig_ff, ls='--', color='cyan')\n", - "#pl.axhline(3*sig_ff, ls='--', color='cyan')\n", - "pl.xlabel(r'BOUNDDIST')\n", - "pl.ylabel(r'$ff_{THEORY} - ff$')\n", - "pl.xlim(0, 8)\n", - "pl.ylim(-0.5, 0.5)" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "id": "b85e057a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:08:32.943491Z", - "iopub.status.busy": "2022-03-01T13:08:32.939768Z", - "iopub.status.idle": "2022-03-01T13:08:35.019551Z", - "shell.execute_reply": "2022-03-01T13:08:35.020478Z" - }, - "papermill": { - "duration": 2.207006, - "end_time": "2022-03-01T13:08:35.020830", - "exception": false, - "start_time": "2022-03-01T13:08:32.813824", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'BOUND_DIST [$h^{-1}$Mpc]')" - ] - }, - "execution_count": 35, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['BOUND_DIST'], bins=50, histtype='step')\n", - "pl.xlabel('BOUND_DIST [$h^{-1}$Mpc]')" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "id": "2717e59f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:08:35.207361Z", - "iopub.status.busy": "2022-03-01T13:08:35.206897Z", - "iopub.status.idle": "2022-03-01T13:08:35.447555Z", - "shell.execute_reply": "2022-03-01T13:08:35.448470Z" - }, - "papermill": { - "duration": 0.321143, - "end_time": "2022-03-01T13:08:35.448759", - "exception": false, - "start_time": "2022-03-01T13:08:35.127616", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('EXTNAME', 'TilingCat'),\n", - " ('TCOMM1', 'GAMA ID'),\n", - " ('TUCD1', 'meta.id;meta.main'),\n", - " ('TCOMM2', 'SDSS objid'),\n", - " ('TUCD2', 'meta.id'),\n", - " ('TCOMM3', 'J2000 coordinate'),\n", - " ('TUCD3', 'pos.eq.ra'),\n", - " ('TCOMM4', 'J2000 coordinate'),\n", - " ('TUCD4', 'pos.eq.dec'),\n", - " ('TCOMM5', '3-arcsec fiber magnitude'),\n", - " ('TUCD5', 'phot.mag;em.opt.R'),\n", - " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", - " ('TUCD6', 'phot.mag;em.opt.R'),\n", - " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD7', 'phot.mag;em.opt.U'),\n", - " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD8', 'phot.mag;em.opt.B'),\n", - " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD9', 'phot.mag;em.opt.R'),\n", - " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD10', 'phot.mag;em.opt.I'),\n", - " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD11', 'phot.mag;em.opt.I'),\n", - " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", - " ('TUCD12', 'meta.code;meta.dataset'),\n", - " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", - " ('TUCD13', 'src.redshift'),\n", - " ('TCOMM14', 'Quality of redshift'),\n", - " ('TUCD14', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", - " ('TUCD15', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", - " ('TUCD16', 'meta.id.cross;spect'),\n", - " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", - " ('TUCD17', 'src.redshift;stat.error'),\n", - " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", - " ('TUCD18', 'meta.number;spect'),\n", - " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", - " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", - " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", - " ('TUCD20', 'src.class.starGalaxy'),\n", - " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", - " ('TUCD21', 'src.class.starGalaxy'),\n", - " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", - " ('TUCD22', 'phot.mag;em.IR.K'),\n", - " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", - " ('TUCD23', 'phot.flux.density;em.radio'),\n", - " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", - " ('TUCD24', 'meta.code'),\n", - " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", - " ('TUCD25', 'meta.code'),\n", - " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", - " ('TUCD26', 'meta.code'),\n", - " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", - " ('TUCD27', 'meta.code.class'),\n", - " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", - " ('TUCD28', 'meta.code.class'),\n", - " ('TCOMM29', 'Priorities for targeting, see notes'),\n", - " ('TUCD29', 'meta.code.class'),\n", - " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", - " ('TUCD30', 'meta.code.class'),\n", - " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", - " ('TUCD31', 'meta.code.cross'),\n", - " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", - " ('TUCD32', 'meta.code'),\n", - " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", - " ('TUCD33', 'meta.code'),\n", - " ('TCOMM34', 'Visual classification, see notes'),\n", - " ('TUCD34', 'mata.code.qual'),\n", - " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", - " ('TUCD35', 'meta.id'),\n", - " ('DATE-HDU', '2015-09-04T13:22:37'),\n", - " ('STILVERS', '3.0-8'),\n", - " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", - " ('DMU', 'EqInputCat'),\n", - " ('NAME', 'TilingCat'),\n", - " ('VERSION', 'v46'),\n", - " ('DATE', '2015-05-22'),\n", - " ('CONTACT', 'Ivan Baldry '),\n", - " ('AREA', 180.0),\n", - " ('GOLD_NGAL', 113687),\n", - " ('DDP1_ZMIN', 0.0390699990093708),\n", - " ('DDP1_ZMAX', 0.2629899978637695),\n", - " ('DDP1_VZ', 7594754.153764196),\n", - " ('DDP1ZLIMS_NGAL', 113687),\n", - " ('DDP1_NGAL', 45293),\n", - " ('DDP1_DENS', 0.005963721679858641),\n", - " ('DDP2_ZMIN', 0.03914999961853027),\n", - " ('DDP2_ZMAX', 0.1937000006437302),\n", - " ('DDP2_VZ', 3156659.558717707),\n", - " ('DDP2ZLIMS_NGAL', 73942),\n", - " ('DDP2_NGAL', 33396),\n", - " ('DDP2_DENS', 0.01057953807776663),\n", - " ('DDP3_ZMIN', 0.03903000056743622),\n", - " ('DDP3_ZMAX', 0.1015800014138222),\n", - " ('DDP3_VZ', 457819.2340050841),\n", - " ('DDP3ZLIMS_NGAL', 18121),\n", - " ('DDP3_NGAL', 8842),\n", - " ('DDP3_DENS', 0.01931329953669401),\n", - " ('TMR_DDP1', '[-21.8, -20.1]'),\n", - " ('TMR_DDP2', '[-20.6, -19.3]'),\n", - " ('TMR_DDP3', '[-19.6, -17.8]'),\n", - " ('RPATH_0',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G9_0.fits'),\n", - " ('RPATH_1',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G12_0.fits'),\n", - " ('RPATH_2',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G15_0.fits'),\n", - " ('VOL8', 2144.660584850632),\n", - " ('comments',\n", - " ['Science targets and information for tiling and spectroscopic',\n", - " 'observation.'])])" - ] - }, - "execution_count": 36, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='ddp_n8', dryrun=dryrun, survey=survey, version=version)\n", - "gold = Table.read(fpath)\n", - "#gold = Table.read(os.environ['HOME'] + '/data/{}/gama_gold_ddp_n8.fits'.format(version))\n", - "gold.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "id": "a72735e6", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:08:35.639663Z", - "iopub.status.busy": "2022-03-01T13:08:35.638622Z", - "iopub.status.idle": "2022-03-01T13:08:44.126121Z", - "shell.execute_reply": "2022-03-01T13:08:44.127051Z" - }, - "papermill": { - "duration": 8.570333, - "end_time": "2022-03-01T13:08:44.127349", - "exception": false, - "start_time": "2022-03-01T13:08:35.557016", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "ddp_zmin = gold.meta['DDP1_ZMIN']\n", - "ddp_zmax = gold.meta['DDP1_ZMAX']\n", - "\n", - "isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", - "\n", - "fills = rand['FILLFACTOR'].data[isin]\n", - "pos_slice = pos[isin]\n", - "\n", - "fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", - "pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", - " \n", - "plt.scatter(pos_slice[:,0],\\\n", - " pos_slice[:,1],\\\n", - " c=fills,\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " vmin=0.,\\\n", - " vmax=1.,\\\n", - " cmap='hot')\n", - "\n", - "pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", - "pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", - "\n", - "pl.colorbar(label='FILLFACTOR')\n", - " \n", - "plt.title('{}'.format(field))\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "id": "75c59970", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:08:44.366928Z", - "iopub.status.busy": "2022-03-01T13:08:44.357363Z", - "iopub.status.idle": "2022-03-01T13:08:59.441072Z", - "shell.execute_reply": "2022-03-01T13:08:59.441920Z" - }, - "papermill": { - "duration": 15.204014, - "end_time": "2022-03-01T13:08:59.442188", - "exception": false, - "start_time": "2022-03-01T13:08:44.238174", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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wV8+TkJMNOi0dbV6MCVEUJxQhteOGUY5XrhtNcnYCd4QQy0b5uA+4ZZzD+oQQLyiK8lCsjceQ1f2uCqomqaKiMiNcLhd33HzzeW3x8w8/PCkBCXIoNgEjS6cOIoVlBGhG+hkNs9jn6WIDXm3oQWMVWDJT6WhrprGmBsUXwdsL/QZZw7WdC98p7+p1dwbMmiY53NocxwUghHCMcczjwDIhRH/Ml9k3lmn2SqAKSRUVlSnTcGIf95VlscAhmJeUxIfvvTetdhwayHPA7Vxs1oogtcl+4DCyek3/DPs8G2iQQjDBESHU1056Zi6JSQlYM2zk6wU5JqgGcrhg4h0tr/PaZ0pCMlUIcXjY66Kgm1EajwvN5FHPrCj1wNPIQJ+nuIqmVlDNrSoqKpOk+dh23vvaIwTn3szvTtVgTdSzYV4eL74+PTHwySRYsBYGOqC2HqwDFyfhdwK5Auaa4dg14srrABKBgUE7XT0drLSn4BURXO4BUCBbBxk6aA9Lv6QOKVhDzI5f9MoyaXNrr6IoK8bY5uJSYRh/P1LDBEAI8TTwgqIo3xVCPAg8K4QojptfrzSqkFRRURmVvt4OklPTINRPqL2NzCwddzyuYfvpAM6BTlykYj7bTASZCxiYqMFh2DVw10awV2QQut1Dz7+40Y6w0CYC9Qrs9V5bxc8GgOTBblItCkP9Lto6ByguK6Ohpoa5mVDjlKZhBXCYICkAiRao8UjV6Ppg1lJA+rhUm3QAKIriGrlz3IepKMqO2N8XhRCVQN1sdGY6qOZWFRUVAI5+tJNd/+tu3vvHr+H39ZCQaJXhpVgIG21E9DoiDT66z3Zy66ZPcscdyxlsHaLALmfbo9rOxuDxTBjw5hPxrGV1RT7blqVflHSvAXQm0NlkNZ1rbaBqcIVocSqcaetBGAxYa2pYL6DNBTqNlAwdwEk/ZCtwa5kWjVnHo+sXX+WeT5bZ8UnGIlNdIz5OBnaMcUgyIwRizPyq+iRVVFSuLG63m4WpqSwXgtVCsHPzLWT49pGkcaKcPULQOySX0KCbSHSIznNPc/S3XhzRTlrOHaL7w5+zzgSuMJSZJp9/qAVu/bNlrP6bf2XlHQ9hzfsetoUL+NvFOrJiI1I2kGGDwiS5osa1aqoUQCgYRBhhwAD6bhBJUnQI4I80IMxwIi2brDwL9YPXS4WaWU0BeSZmNo2zDelzBEAIURzfHtMgL/JBxgJ8rpoSrgpJFZWPEb/4yU/OR6FmJiTQ4HTSA5wDKrUwFB0gd9U++rU6IAJhQTR4EteB35Fk3YUtSfBmux272Uhy8jzaEuETZhjUQMYk+5AMtNjuYU5qNikVFZjSFcxOHd708PnVOEpz4aZ0Iwm9MpfyWsUH6IHjASgV8FYInDmyLJ4ZOBCFaquONL2JwpICvrCl8Kr2d2rMziogiqI8CRQLIR6MRavWjYhWvYWL8yafjBUceCwWBPRwrI2rwg3rk4zNTIqRanof8BjwYkx1j+8zpVJJKirXG/X19axesACfb+xU/H7ADiypgLK6CBrhwZqTjN7nB0snkbY3aO/cxbyeLhK6bXxmUzHHI/0k2kJ4jkByMfxFCM4dk+kaExVe8wjYmJRBRBgw5xWDKGPpp/rxHD6Jc7ssNNDVC+faA6TpJ27vauNFpoZ0RqHCBpYOqUVmAzkaeGD5Mu548lHe/8+3OVbZfXU7O2lmt8D5eNVyYuPuM8Pe1wNXTSiO5EbWJJOR4cN1yLze+hEC8qnYZy/GfqSSESYBFZXrjmg0yoN3331eW1xUUjKugAQ5HNqAjibwnoCGr3Tg/+gboHERjeqI+Bzk2DvofztCJMXA8d/t4fRH+znX0Ew7GlIs8Go1NDE5k+vnl0DCuoUYS8pjyZBerOVbWBuEUrPcJxwBpwGqw1A2oytyZagARBC63HC2R87OBfB1B2wpCqAX77Dty3Ye+9SCq9vRSaMWOI9zw2qSMZKA5OHCcRiPjVDhtyNnL1fNQayiMh0aqw7wg09u4MOaMKeZ3rDVBgyEweWGARsEBk6QoNtPNPQB/vYgQSUP65FzNPudHLM5KDWa0ZwcwtUHx2thYRbsqpMa6URlBG52ZGNwRdHlGMBghIgVTM9yYiiddH8HWsCmgcRiEA3QOZl6dFeZRmT+ZKkN0gzQPgSPrgKx1EbSt9ehSZsHA1kkLv7oKvd0sijMZoHz65kbWkjGQoxdIz+fZqkkFZVrgpa6Ov7XmpUsyOgne4UdggY+6glzhosFpJ6pFfN2RuH9XqjqhE+/6yRlQx34jyLO2KjdfY7KHkhPhbUFYWrOufFnwIZ58P4ZSE2VlXMmEpBzgA1/eBdiwUqEPlZDR4TA+FkWbHuPtu8eJxKEvgBsDkCDA6LXgZDsRVYJ6nfLa77WAfM/uZRF88vR2DeD/l5I0aEPz726HZ006nqScW5oIRlz+vYhTa/Dl1sZt1TSaPk7KipXkz9/7DF+/OyzgBQ0m4E9fbCkSMHU6WSOC07H9k0HlpuhNAL/MQWH3jk/lCDzHT3N4K4+Tqi9Cu+hPubsg4EA/LINPB1uVtyXQvPrTgayYG0F6Dpl8M9ECxjbDaAvWo72ohLg4On6kNauLhxhGf1aDIQ7wOiVAuh6IBh76YHsJAh19cIX/hMsiwEdCD3o513dTk4aVUjGuZF9kjuA50f4HOPlkhyj7D9qqaRYhNVhIcThnp6ey9dbFZVhHNi3j3Sb7bxvMS4gBTL/7g0gNxPczUOsNysc5kKFlyXAZh9siMr1FSeLE9gFVAE9TdB5uoehX3sQvfCBE3Yjg1SSdeA87uRAGIp8YPFAiyw4QyJQPs45bsqDqPd9NMOrtQqwpC+kdedpzkZlvGS3gNNhWQA9YQrf4VrAAJzxWMlfvQG9PR80Vq4/fUT1Sca5YYWkoij1IzTCuM8RplAqSVGUZxRFWaEoyoq0tLTL0VUVFXw+H/ffddd5oXjzunV4PSOXB5ZD1yDyBs7shu4z0Lpfeo8EsAC43whJVpifAmun0gekEHQBe5uh/bnTiAUBuo/DW4rcXg9UB2F3s5xpDvVCbQ14ffLciYw9bGqAlPIs9Jv/Tqpbw75VuKWFI9t950VJtQK5QVguLl0k+VonAVgS9ZCUkgea+JgR15ynu5rlVUCJTO51g3O9TW8mRSz5tB9IGiYoXUgrDkyxVJKKyuXg2f/6L772J38yrWNNwC/CcBPyRvcBaUineigEK/XgywdHGPTOyQ/N/UhB+S7QfwKWtcGxHtiL1JA6Yi9tSCb51yOH/0xkZZzHdPBRWK6CMTzsw4JcQqrQYUevKWaElCSclEJaku98AEEIabr8T+X6GqRsSKF+d7YJ+4oloB2ph+gvPeha5Vqt4HCFuZ7uv6ny5AiBVwxUgiyVJIRwjdh/vFJJKiozZnBwkPLcXNxDQzNuy4UUaG8iBZgR2AisSoQNFVBlNeM658PnlAP3ZFfQiNcRHwLejUB1N/SMcvzwNHIdMjp2HrA9fKk2mQOU5MgHbO2TfwbakYJCEBisotMncMc8mjrgeKzdwUn2faZkIIsAzAQPcsKQ+cVVCOM2LhWKoVE+uwZRuLYK5l5Fbkhz6xja4EPAd4a9H7dUkorKbPDh7h18/+/v5/NCkJ2YOCsCEi4ExwwhBZsPGR8y72aImLSkG/1kZhv4zBYd7mm070VqctVMLGDDyKHfD+RoYb/gfB1WO7A2Q1CeOZ+/fuw+7CV3XnJ81N1A75G9/PKcclGbZ7hyAjIROYs2MbMKP4XACiDz4YdBfy3XCpoABfmjTuZ1g3NDCskYzwghvhULvHkKeHp4KaRJlEpSUZkhIRI1Aq0uD4Pj8pxBD5QkwPf/YQ15czMYyMymXWSQXHwbBmMaloB9SoXHZ0IlcDwCVuWCEP9yAbzvNuJqbyC88m6E8dIwnIi/ldMf/ITBq6i5rIr9ncvM9bwvPpAIugVIkTscBVxHZtj6FSKuSc68Kt11zw1rbo1pk2OWQortM+52FZWJiLi6GXruUex/8N9oEoov2W5SXBTpX+TMZRpM7l8DaWv+hGjuYm5ZaKcssQ+t+zQafz3lZXNo3Lln3JSM2cSMHDM7uaBgPDcAt24qpzTHTkqoBR0BpLMrNj8PhfB4K9nzjuuqpa5XAEoyJHphbSkoVXBsmhdtEDDPvwO7fQGX6iAKoUPt6LfNrL9XDNUnCdzYmqSKymXh5b/7K7akJ7NSL/jTigx+/PZeIjo/l9ieItBVv5O3PminyTx75zcjg2XSgJvzC/A0nqQkr5D569aiz07DuHgR+oUr0d23nIRULUtm79Tj0oMsTeflwpWYb4eOU+dYNGcZjjWfj/X+gscyQoCWd7bzbs0V6uQo6IEttycSLs/DUAy3LeZ8ofWpUgFE8rVotKPoH6Ew/e0nZtDTK4iqSZ7nhtUkVVRmi5r9e3jnqS+xNLOTyCEfzx8JkZtmQGsDfwC0jR7Crj70Bhie/kfUgyHUSHGHhh3dszct9wHzAYsRkrcu5+sLv4ImXwdmK3rTWjBqQGlGdOxB61AIabkig1mEC4E/cc62w7f/cilZZT6Cg2expm1FCkkDECLc8zKdb++iaYrnmqhowWRJAuw68FYOUF4cwZr/AI65jZhOHcEzjRTAc3rI8GagxYP0dA4j6kdYjso1OoUY9fhrio+BAJwMqiapojKCUCjEzRs2YBMCuxA8s3YDuYu7eDdowrokgc9mwLmBILuB4x443QMRZwsoI8rbiAD1ih+LL8rshOtcoA8omgcVG7aRVHCWJMtcGPCCMR1IBGEnkp5I97wyLI5ZPvkYjBRaOqA4DJquagoW3Iot5ybkLMIChCAaxjfQwl+/FZqSwLMwe8tn9QNhBUq3rGb9+ltYXjKP3u5yVtumNzjelw39iT7QjOIJjnSjNNmIRq8DO6aCNLdO5nWDowpJFRWA/pc49P8y+cciwRKDgYN79gByDNBZIZwe5faVKXx40kTKZsEtyzLJ0GowJECkH4z1PwPFcFGTYcXD4A8/4lT9hQTd2cAE5ANkzaW/30plbT6KyQOJEcAPmkEgmQjJmIwD6K9SNn4YmUt5sNuExrEJImEQMeOV4ibkeRf3uz+nZgoaW1xR1zN7g5fOBG2DGVR/1EF4sJNlpk7Kt2yd1vjfnm5Doy+F6CiaYlRDkqmH6MB1UmhPNbcCqpBU+ZjS1dXFgvx8vmYXtH1ZMPibB9nzSheZdinQ4pqNANoEVH8ALV39rPmkj0XlJhanhsnQRElJB58W2l46CD1HuTBqKCiD71FVHeJMEE7NYt/LgLJU+NT9G1GcfcyrWItRnwJuAehBmwZBUM4MkDlvNYnGiVq8POiRRtXFGVaGes6iNRpAiXkrw2aie07yb9+snnRhMw2yms2WWLuzkW3oANYsNGNv2c+6z+RiaI/SXrYcXyQwrfZWGZJYsn4rsgLuSCKIijJ0lisVSjUD1BSQ86hCUuVjwxc/85nzZd9KMjNpbGnh6BDs/TWc+mv45AmgVfqp4hqLDng4AOa6IfIsAUr6huju8hHq6SW9woKjD7qCUGuIEk3xQCg+5Idx1R9nxyAcneXv0QRs98GuvR+iLdmCNTkBsKK3J4HQyt4bkjGWLUbPIkqSZrkDkyQEhLWw9uG7OPjhESJ+9zBfXBhXtIl9Uxhko8giCpXI/MvpibGLSQf214V4T0lj0LSI3f3NOHrcLMgfoGga7a35/INoM8tBb790oyER3fovgSFlpt2+/KiBO+cZN3BHCPEOoyw1NU0EoCiK8sgstaeiMi7vv/8+d91007j7+IDDXqj1ykH3NWSuXBwF2B+Foh7w9PbTbgQ6YU6a4LgliZb9XvYDre8MEOp+FaOxC9LvhlAH5l3P4mJ2AkyGkw18fRW4LGup3P4yhcV/gV6vA53hwhOtByJRhCGdtWsF2kblqoxnS9PAtbeelZ//HBg9ELLLvgktloYTnJtie5nIou2zFQzrBZaW6lixtAx9ncLmjTfjC/aze7eHKSygAsiJVW5RPSLqY1SvaagGPN1gykOK52ucj4G/cTJMFN0qZlOoCSHena22VFRGEgmFOPPHn8L5q5f5C+/kBtJ6pAnPggziyATquFCOOgwcisBmF/hOQnMC5FbDLqeCu7yNqANSe6ApDDV/VUnhHwYwztdBVxU/+3+BWa8YY0Cu1tGlB0NJASvmrcKkDTBq0sJgCyG/la73TczDx8lpnG+mUaRnOuHDfZUs+yM74defQ/+Jb51vuLYuSoYJmqaQIJkQ608q0DqDfsW6QCmgJPjJuyVCS1cDa1Y/yst/+5/kmoIsNEDbFCRlPpARciA0YxmCUyGhGaL6i6Ogr0XUsnTnmcjcWjnL55vt9lQ+5vzHv/0bNiHIEoJ/tRkwv/IyCRGYM8lENx9wBDiAFJJmZDJ83GhqAD6BFKKaAcjpgeZeMJrBexo0Xjlg/0sH/M2+Fqpee5/6f/oxlf/ndZ5qnuUvG+uXFjBbLNx33xZM5l5CGoesOH5+bI4ALtCnEj3ycxb+kRzt4vVfprKi4Uy14LPAwvKbMDhsiFs+BfpYi1ENg3sa6J1iBQEXUrjNhgVZQQYWlaRo2fFaNxZzIp1vvIm3MJmcFA/7pqhKGgUoiRa0+tEkYBQM2RAoAe10szCvIKq59TzjCklFUf5qvO1CiCIhxP2jfFY4nfZUVCair7ubpaV5532L3/7a1wBZPDs3CD4DJK62g2/yDve4VakFeB/IG7bNgVxjkQHICsKrR8DrhndaoD8KdQFZhDs/E4poYufLjRyKOvjR/rOXZYmnKLLIcKvBxMm958jKK4PeGnB7hsUMhSEcIXTgPVyHu/F2reVbGliih2QN5Dpg3siKaZcJK9CQ6SbcshuT2YGcdnjB30Fz1DfloIh4ndjZ0tCzAFOaieLUWprOVlKrcXDv59Zyqt0w5bQdkwIkzrkkylkShkgVWIu5btLT1RQQYAaBO0KIJcAy4Iex/wFQFKUBSBr+mYrKTPjhd7/L/7TpefE+wYN5GSS0X2poS0Um1xtskLzITGp08s9vBDn4JiKPiesBJqTP6iBSu/ywBhaEoTMALgHvDYIzLIuMt3fCKw1wsCwTk/YoLzR7ZyWwZDTeAkpcQ3QNdnFwxwf4TFlgdkC4EhQ/KG6InIL5i7Hf86fYch3c9gB8Jxs+UWglkJnBkhzQXIF89j6go62P3o4joPEgRZwZb81J6iu9UxZEAaT2P9XiA2NxEli8Jh9rpoZ5hjSyl1Yw4NxOsUnDVIsk1QKD+98DZbQ7T4A+D7QmLhjzr2FUTfI8M4luXaEoykuKoiQrinJs+AZFUY4yu6lhKh8jTldVUZSeTmpMW/ynJ5+k1xPm0JtQoIPNibB0xDEaIMUB+f8Egfe7uPvWqZnkgsgBPQQ0xj6bjxwrjEC1Bj4cgBe98AvghHI+Jf788U6gZV8jf/dC9WWNjDcCfWdCLM1NwVykR6MbBKLg90PQD+FmiA4R7QsS+eU/kLPBie72DOZ/vZy/mbuQCl2Ql+oheoUyEfK7GshKK0BOO7QQ6kVJOUN4GlZHLbMT1Qqxe0YHB1/o4PTLXmoHq8nNrUZr6OJEd9+ULQEOoKvXCtGBSzcGvBBqgYiG2Q/lugyoKSDnuU70fpUbGb/fzyfvvJMPd+0adXsi0neUrIMyHxh9MDwdOx1YAhQvg4gCpk3gP7WYEMcn3QcFabLtQwq8bKSvEqQ2+XYUtiIXHB0c9vlIzvmB1strgzICxgTQJwewJt0C0SZCZKKzrCQcqSFw+mVsFguatjNYv/hNRGE1+sV3oVUy0df9Czkpa/lmygFebnBy+jL4TYejA844WxioO0lq+V2AnUj7W2g6j0xLoRpi9lZjVAB9GBKOuGjzgCf9NId//zxHd1SR2jK1tgxApoCMQgvoRpmeaczAElDaIGwHXdrMv8Dl5mOgJU6GmWiSpRNsXzmDtlVucPb/x7+QotNiE4JUs3lMAQkySrUO8ARkYv8e5eJFiMKAIwt6ozDQaCbSmEaCoiUla2rFy/qQA7AZaOfCGG5D+h2bkYvydo5yrJELD9PwgmSXYxbaCDTXQujQb6h+9Z8ZqgsT7enBVd+Ev/sUxjPPE9ixD4I6RPsH6LUDYFiJ1rQR+//8dz7xmVtZOEewuHf6hbzjGJAa91iEgROH4PQ7bwICQv1Ena/g/80O3NNUCQeZHYOlgpwMfdAJtgFY2Kfg3lGFtxmOTlGNDAEPlEDKxvWjd67jLNGzOyHUDr6rVAJpKqhl6c4zEyH5WyHEO0KIxcM/FEJsFUIcArbPrGsqNxRKGMV9CNfuZez7Yhovf/UbBCLjP2HxscaCfGbPAoGo9EcNH4dsOsjKg7oFKSgHMmhp0NE6GMIUmmqmWywBPvZ/vFDNENJ3cJYLq28MRwdkOS48TBE9ZNohL9uBwWCYsm9rMuwMwusvHMWXkcyhD57Dq/EwZNBx5PG/wfn7RgKnPoSeTqjYCLYNoFkD+lzQFaMbgh5XLvuCM1cWFmrlpGDROPu0B8BT2U7o939AyP0fhJ1N9M8bZHdAXs8VUzxnmNkzWPqAQQVeD8OPd8GOYzAvHZpGi70ZBwXQaHRgyeBSXTcESQVoSheCrhQi14mN8gb2SU4lZmbaQjLmd/we8JIQIhJ/AS8Af6UoynvTbVvl+kdRFP7w3rt52CY48QktuL5AuPtHWPpr6dzeywFlYi0rPhC6kYNpB/B67P3wzAFjBPIToETvpLWrl96EITxFFuYWTa8eW1/s7/Byaa2x80eR/R7e9yjQ55KfWQ2Ql2ljwA8P3rqaeXMz+P7qdKY45k6KpGMBQmd+hqv+AzwDr6Nv/HNeb23lB78I0hrNIJqaRtT5G4hmxnosEPp2ggY9qdZa/miJmZlUrEsFuiJyiaxRvHDn6QLqauHMe6cZclXRGlXoeD3M/7zLyHyYglF8donnSX4UkgE8+4BoP/zHXugezZY+DgmA1qpB03p4lK0KmCygTSXUU0koOPXJ2xXnBgnciWVb/LcQ4gdCCHvsfQ3wiBDiO5MRljOyBimKsgMoFUIUISfb9bHoVpWPIb/65S957HOfk0sBIRPzt9ggpSPKwPdexXL/KnqeHqInRUugLTLp5ysLaV6tQwZtGLmgTSqAUQvhHHC2z2fxKgP7gn662nOo7j+ODiZdG3QkI4VkCVI4LwR2DtsW5YKfsjzTxKqVyRhqszh26hg6vw7nurnc1trNm22zpwFVA9/xwIM/6kNX2MfeZ/+K9ijsCUrNO/+jQZItHSQuLQVTH2jlfFinS6ZwzTac733I/sAeBpii820YDyInLWnI6zJWxKkReK8Xdv2il29rf0dWmobI8gyyMlN5NNzGM++7qJ9CvuRsrfylICNSB5AWhCFgb0BqDnqmFpNiAuylFlBGKUcXChDo6ETbW0s02YK7uZ6U9PGM1NcIN4Yp9QFFUZ4AEEJ8BXgM+K6iKM/GPvsGcGy8BmZcu1UIYQeKYq/Cmbancv3g8/lYUFx8PmfxsUcfPS8gQQbAmICDZ8AY9BD9X7voPwjVZyJUMXmB0YUUCj6kYGxFzu7ixzcqUNtuYSBzLj99tZ4dJ40YAs04u8KzIpTipt0epOA/y+gPjkWAJRjBrV9Jdloay1MreGzjcno+OsO8pamXROTOhHgd01/0w3tH4bgf3gteSJEoz+ig+cRBMKRC0Ajh2JAv9JBgZeFnNhH2azFNc5rsQE5e7kFqY/3j7GtEamnZLjj3SogPWwIUpmRTdySb5IKNDEanNgzNZgJFNxeEoRd5T/mYetCmH9jf4CeakTdiiwLoEWm5BHs7GHz/j/E3/n5Gfb4iKMgHeDKva5tLlLa4gIwxnhEEmKGQjElmFzLo76+AnUIIpxDikzNpV+Xa5Z+fegqHXo9NCNIsFhobxjYclABdAk664eB/wamTcFSB90NT06iGmzcjyOdy+NjujoDrtJf+40fpTTGQU2Fm7ZrbyElJmzWNA+T3sSE1zHTglmF9MxuN5GVlkZWTiWegj5bqJjo6znCov4u7v/U/2N1qRhRM7/zpjF7pMx6lfw4uKjkXBF7aA64DAwQTCggNWGS+RwQgBb2/FUNpHoNKB6XTDBW9BdiQBJ9Khzn68U1SrtjfZgOEo5DjgsBSPZaKJNbOcXBz6eSHoURmt+rpcD1aQQr7scJqxgtyUoC0TBNE5140UQQBSoi+M0f5h/98ib3/baTp9HWwVNaNE7iTDCCESASeAn47YvuEQ9G0za1CiAeAh4DlMf9k/PNlwD8JIQZUv+T1T3/9Ob7/f/6U7S/v4JRrasceB0qHYoOkD8oG4LBLDkwpyLzC8bAhTWtxU+ZwM9vwgUwH1LrhJuowl2QSTorgL/EiQrPrMDmJjOR0IZ+sQQvowqAIHdFgEOeAE4+SQOpQLfeuK+C2h76IYjpFtreLf/izP+WtHz/JkSlmwScjTX9jTdhHe8KjwDtBsJgh/cUfkVc/n5RHi8FRDBo9DCngamP+ugV0/foovURHjdgdiwRgeToU3KYloTmCuxJuMsDZcYI2h4B6H2RaoGhLElWVC2j9zStEM7UEBsKYuNjPPBId0ky1GhllHF+rcqa4J7mfHmkqG2vJMw1w9JSLIc9RksXcizcKE440HyvWLSFFWcO7u37Pumn3+ApyjfsbJ8lhIcQ3gceBJxVFeTb2/giyGE79RA3MRJNcqSjKrcMFJICiKJWKotyKrJ6lcp0RCAT427/8MxYZBA694A83r+bY0Q/xTMOxF+RCVGo98LJLmuhgchPQRKQtJG75GeuZjQJrIlB7CuzLU3jphdMcffsc7S7XjFMchmNEpjysAtJsMJhsJ9lq4fb1xSSlpWJLSKazw8mqhcvx2UspyM4m7F/EQPJSciw2HNriKQfKaJAD+ViXf6zr2AIcH4CaBCeh1BJCYTfhYATQQ1YZSnsvvUTQOZhU9O3wfQqBNYshcaWC/lYNix6Ctkl8sXZgx6CGD9xmjOV2Sj9xK8mBItZ5oXgCjTYJGTG8fjN8USeXypptxIi/OuTEzIicsLXCqAFYOqTJecWSbMLN/8olv5bShdJ2ksKi+fzszbfQtZy9DL2fZW4QTVJRlKOKonxPUZTSuJlVUZTvIX/mnYqivDxRGzMRkocm2D5amJfKNYir/hh/m2rgj5MEmSYT2//9P0nMgsUpEE2zUd+poEx2yj2CDqRJ8CNkAYBfIbXAybgy2pCCciKiwL974FQvNHxQzU05uXiqDxLWBGe1fmq2Tr5SBThCkG1VWLhuJX2BNDq7e+j3e3mgooA5Sxeycn4ZgZx8ltzzOYo23ErWzUtZvlYhPMUnzoLUYKZjFT0M1L/u5LSSReDcYYSmH8LtwACRwR5W5GXxhVzHpU6bUfAN+/8P0kAb1qBrT8OwehH2Mjtpg1A+4piRAkUDpNqiLDIkkHKqgbSOTjZ+LYHyMgtiAidgvoB7Hp3Dq60W2ubpELOcgGoGHgHu48K1jlsuVgBrdfJ/LVJgDicMWPQQCrmIdJdAeEQCqBeEOYejr/yWnXsPsL3/Oqi4A9dFdKsQ4htCiK1TPU5RlJ0jFbyxuJyLLruGvxmr6LnKlcftdvOptVaeWG3hn5YKXnloKS2eEC2DsSg/AUMesKfnk5Fr5KYNKdNeVHQo9upEhpB1IyepkxFeWibhVY/hBlxm+KAyxKnBs+xsVlBm8e5OBr6xGL7+KCy53USSAp9+9B56Wptwe9pZUaCjKCGRTqsJe2sla29ZRWZ6HnqdDr0hgajJQl7FXMqmMPPWAAXIKe90glV8QK1QqNv9U/qsxbSfbiXk1REKOekPRzhxeIinjvZN2M5wjEBVBLJvyUa/LB9as1As6dh0l/6mIydCISC5B6r2niN3mYUlX/WjyW5hzf1pPPqFESbKGAaDFLXrHl7Dhk1/wZ3bPkXS+k18aUq9nhgzkGKERbYLtXvjos6mhU6d/A1sxKvPXszJMBxv9dJ+pBOU4VciBLYUAmEH+TY3uYDHcx3kSc5yCogQ4ltCiAeFEI8JIR6bxP6OEccsG2PXJ8Y4/stCiHgu/w9GLsQxFWYyjGwf68Sxz+tGfPzUDM6lMgMUReG3v/rV+SjUnIQEEqJeVuSBz63llUro9ENtbAAfAlbkZVG+spi6ph7OnQxNW0gOf4ZCXKyRTOXYiRgEKgdgcbqOumYNGoeWwllYTykeJLI2DWxlCRzvs2M3L6RibTnHGwdITM4gNbOUfkMOucUD1Lb2EEhLxFqwCox2EFK8GU05mDfcS+acyZ9bh6w25GF6mmQUqA17qTcvwyyacTW18PIvfk3XmQj+3AWEtVZOT6KdkQI6YICoww95f4BPl4VI1nO3QQ4mWYw9qESBfUOQux80J95En7UWbcHDaHPnQjCMAS4yR+t1OkpLiyksyGfO+lXkLMhnYZGGxEE9A7bZK08HUiAei0JO+OIQ/VTkeqL2AJRpZVRvEZcuqWwD2vqh9ngvoUAn573FiodooIloQgI/rdxLB1DvnqZZ5kozS+ZWIcRTyPTAFxVFeQYoEUI8OM7+DqQp9LuKorwY+/jbY+zuGh77IoRYIoSoBZ5BWukbkCEQfz3doNKZGC0aAYcQYjTbgQAYtm2ma7eqTJGqqioevOsuWpoujRSJAPuPgqbRR69PandlwN7Y9nAYdp3sICcQprNziGyNh1v0sGMWJsCTFXzJQJ4WBiPSvzYZl2iHAm8fCZOsgYTyZI6e655UgNB46ICyFJi/aTOFd95OSl8rLSebsJyoIWLQ4VAU0oqW4R4Yoq+jjwfvuZP1q1ag0dRwUWVGfSIpGg+BKXQmiNTAbUzfqmWNZvOnd6xFMVRQFjmGbv5ifFYLv/7FAUwluZRZ4fgEan06Mg0H4H4drHeApcJAqPsQircWygTvDMl8yVqkENEiA2yGB+NEgfogvNEMy3IcYCgFzUbMW4tYsv/feeDT5bz7u2pwwWMmA867tpBoSaOxvYNUbwBzkkL2rbcwWP88t8+x8F8HvLNaXztdD90WyPTDGS4MWn4BdRoZRW1CTgJGnrdTgTmFBtp7AkSPPw9r58kdw21EqippeO11MoIaOmaxv5eVKLOZ3vGYoihPDnu/HXgSeHGM/Z8Cno6/URTlGSHE82PsuyP+Tyzb4unY668URbnIEBUTvs8IIcRkfJFxZqJJ1gMliqJoR3lpYq/z74GXZnAulQkIh8N86pOfJC+mLa5esGBUARknIQThbqiJSJPmIBcGYp0G5mVb6Pe62DwPLIXRWRGQU8EHbEmW5c5Sp3BMFWDPBNPZs8wpmby5djhxzcmogfI0uM2iZcWK1Zz98BDlqzayecN6ipevpG/ISERj5dChQwQDHpp8ZrLzMjhTOwC6kR46PVqRRJ4ytXmpBSlophJ9OhyPt52DtfvRR/pQchJIykwm4G1n0fwFvPG7dzk9iST+ePEZA1CvQI8eRGUaSpeWYCALJT/MZqucaBUCZRYZhTqambgTeDwXdEmJIBwQdYL1GCsfXc86YzHLly5hXn4KvxOC8vR8FF8DtkQLhfOWo7Gkk+byszTNRPnqlFkN3kkGjnrhSN+FiFcFyLHBMgXmGqWAzETejyNLE6YCR/YG8ZZG0Bh6IXIIAlXgd+C2ltKaaeHdqimW8bnazIImOYaZtA+ZRTQWjzFM+AEoiuIaY9/tQohvCiHejbW5nFEEZLwNRVEeRmZzTZqZCMmvTLG6zndmcC6VUdj30UekmM3YhMCh1/Pmq6+Om9Q9nBPI2XKOV96xZ4ZtC0Xh/RYvW4whTAHI1V5ctPtKsBjwOOVajpNZHzg+GAeB99qh3QUWu55VmXqyp3huPVI4rbFC54AWizmZ/OBJ7nzi0zjqn0dbs5fk+z7DTZ/7PH9y9wK0Gg3nzlXzUGmEI/teQNt+gGhkFC9i6laEbWoGlSiyiMF0zTDuARjoOkf7sVbaDnRzdM9RAn0KQx0tbN5qxhi54IMbCx1SQOqB2gho3LB3sI6QcQDN3BC1T3kxROVKLGuAJQLmABVwSTSvDvAUAZmfg2gxuJ2g24Y2txBXQy/n9hwjS9vPg/fcjoh6Wbj+dnIcdrq6/AwdfZ9okiDx63cSvfsObp/F0GUP0v/ril6cO1nlgdNAg1cGWbiReakjg3dcwEAYBpQB9j93ALASfGcnob7t1P38u9Qf+uD8EmwG40yKAV4hZs8nGV9cZzguOK/ZXYQQIr7EYvEwf+S3xuymDMD5XizT4pFYNOtALKBnrHnUZIdJYOa1Wy/b/iqXcuL4cUpzcs77Frdt3EjAP4V6XsNI5EItUjsyUTqu4/iRA1xnK7iaoKF+infVDMlCOhEOCPhqPqwcZxR3AHlcECJaoEIHWyugqzVEoS1E+yTPe16DRGqwQQF/9PBivvnzr1D+pW9jWrAG3c3L0dy1imS7oLmuiud2dJORmUFScoDXTjpxD2VwNtiAVnupkNQbHCxZOLVy535mFkDYoUBP7Vm0NgdKKMTcuTbaOnvp83WwIPUmsgyacds3IO+REPIar9HBkmQINbnReQYxlywjcaAbpw9yk8BqhoaANDMlcGnuYypQtgb0mqPSX6t0gq8BDPO4feEithUkkJOby+233ca9n3+AdLOP+ZtuoigrFaOSjtBnQbAIMeBixc3TrM4wCjZkME6Ii+91kyL9lUmxfZqR5ueRako8yOfHL/XT9/xxQs0nEWWlEDDgSyll/0uN5/cNBi7XctyzzOQ1yVQhxOFhr+GBOY5RWo4LzdHm3ufXIR7mw4z7NafCS8B7sfqs5xfhiEXCzr4mKYT48tT6N71jVC7lsw8+SKJOh00I1i1ZQmf7ZIf88RlAaihHkQNDgIv9fgtMUBuCg4PQOsSUtbGpYuHCzagDzBmw7TZoLQAl99LlmDKQibiP2yBNe3FFnnNheLsJ7l9rZMg09qx95M0fF7QLgHUm+GIU7ty8FPOyv8CQOg+9IRVNyjdJXLCZweYTeAC3EqZ67x70plJ8A1B16BCr7MsRozxaoWgngaapiTw70689C7HSgK1awh2HSSs0ken6kMrfPIumq4sPn3+FNQtSSZjg+LiATAWsYWjuhMY6qPvFPgYOPc2JYJBzOqgbgqwobMmBZUYpVEZWxzkLdHcC2X0gLJBYDPYH0GtSKCxSwKCQ5HPD68+Sna8hub2fRb2V7Dh0BMPiLMzZNrRKL+b1X8WxtWIGV+Zi/MgIj3NcfF94Yu9zkBMGB3KEH2R0LMhFPpQffRMMgshHZwl63+HUdWZpnaIm2asoyophr2eGteTiUmEYfz9aaHX8s+EphDuAMbXJUbsvrZw3I+c3R4ctwPEkU7RqTtZB8nhs+aupRKI/DvxwKp1RgcojR7jvttvoc84k3GRyxG0RTqRJ08CFcoy7/FBggFBAmpguZ85wAjLEpRE5xUspgk9kQl45VNeA3g5NIyqVrzPCh0HYkg/J9WCKXOxLCiiQvCCdlNOdoxY5NyMH8SIdHAxfKGhtAgrsMH8hJJeDacHtgB3iwlavoKeCXGsxpxNqSEpJQWcWmI1hNt03j0CTE0fmIFGCaEeWMlBOYHBYmEqM7yDyKZ+uJi+AaLKd1KJ+zPPuI9TRQ8qGxVjdg1hKBDv37WEivSb+27cBThP8qAP+Mgkcd3gY2u6m5vfwQUj+dkoYHneAxw3BLPig8eK23EB3B+R6ExHmRhCrABMYImhTrXztb1bj8SzB1NdLT0OAXK2Hjrn38eDilSiec2DLRmPOQ/RUc9OG20nVvktvZPoxgdbYawhpLo4X0G8btk/c1+1A1hBOZvTarmbkfXY4CRb1dlPg+gF+vBzdP4QlXhmD68TcCrOVA9nHpdqkA8b0M9aPss0F0jw7jm/yEmJ+ySeAJ2KLcPSN5quciMkKyeVAZez/yQpKNZp1Eni9Xm7btImjR45c8XMPIgVjfL1GOzLhH+QDLwygDUphcjmXdilDmrFsFh0Vdxay82At+cUgjoA5R0OHOXpJCTKPDVakgWKG+VrZv7iQHABWG6H1rVY8TQrzuFDbNH5Tbk6AlFTIKwb7Tnlzu4kFZPihMBfSHrgJ2xyNjGQ6j0DgIGR2YBYaGt98FWckgH9wiBOnghi18IffrEA/Sh0bpXMh2eklTDbe1hLrjxEZPDMdI50BKLHrCFb5IaeJsH0NVt8P6WnRc/zMabqHghMGMcZNplHgjB/WCPjfp+CODoVWD6RnQX+D/B0HgPYaMCXB4cbRpwNtZ2FpNBPhPgambNBkgGkR4k4D0Z88R7ZrB545SzGLo0Q3Z2DsHMTd14O1tIxQrxd9qAl9VjGD7/8Lt5oUfjXNihECKRjXAq8hg4qyuLgOLkjBF0U+GwXIX2+0axaOtVniBsNglND//T31ieA/CN5hQ3M0eo2XqYELFXdm2oyiVAohXCM+TmZEYM6w/V1CCJcQolhRlHjJOEd82wz6Me0hbLI+yW3Aw8CtwyJXx32hRrOOyWuvvHLer5hutV4VARkniBx8HUiNJR6gkWaDXDusR/oHLxdW5DTxiaUF3J2lY77Nzpb5Kay653MkfaoYTdDCukWQMUwVtAEnBiHDAiYvdEYvDFBxet1Q7Vawa6Spdj4wPF09FIG8xQk45lnISoXVQs4Yk4CsIni9A6zRm9BrTSBGOEU1EYrWrmPxpruouPdOBt1RBgfksBmIwKkf7GC0OaJCCH/zwKTz+7xIE6eO6ZdhcwO76qsx9/npeHkP7v2HcZ7zk1yQRFVHD0kjwzRHIT6TVpADxklFaloHnaANwW8b5W/SD9gM4PDCmW4pTByjtPdaIwR+epCQspjQ6TcJnT0Dvmr8v/5bDP21WDbfi9bZj8dkocO3EKEM0tjWgQhZ0aelgCETdDrsd36Cwcj0AyvSkULRmg5fNsp7MR3prx+pPTQi741G5DUdTS6HkG38pBM+OAudtXD6P2FPP+eDdgDCoeukmEBokq+JeWZEXuQ2hqV4CCGKR2z/DhdHvz6CNJNeFSZ1f8UiiF5CFou9P/YqnOCwpyfY/rFizcKF5wXjZ++fdvGHy4Ie+LpF+iFtSM95nxvml6QwRw9bmVx9z+mgA7YugIgpiP3Ou+lo01Ja8iCuPTpyS/+CZes0RE+DMkwCaoD5eYIuJ5AP2WmQS6ymKjJPzx2CxwOw1AsWgzTnfj5dbtuaBnc/lMnWB+YwcFTPAysN3KfIQdAKdPihODsVXfYG0Mzl0sdES+vR/ej1AVKbzpI+QuodP11JaPuzjEQT3k8o2T+l3L4U5KA9XbNMCNAf8lBb14F1oUJPawPa3DR+/KNfkZGqZWASVcKHm6o7kOtGeoH9wAsRGdxiAHJXWfBGpUBwmuU+o+nMr0Vh54cn6DoSIOTPRDF7of9NEjblkb5pPsJUjX3JKpI16RRnJFK6bA1rb1qDOH0KtEOQYgBhQlitLEqZXOnC0fAAN6VArhEWp8n+ZiIF+0jzfBhZuzXM2HIhATCmgm0FDHphsA/eQZpqr0tmqeJOLEcyHq36LaBuWJEAkALx8WH7fxeZg/+t2P7O2GdXhSklbcXsuS/D+RWfH0A+v5WKojSO2HfnpS18HAnjan6ennNjrR9w9VkFLAnJBSLakNpLnRHcLg+5Vjg9AHZlatVyJssA0O8ykX/rKnqsOlLK8khavYLF6RY0v/4RSZsUdvXKKM04AUD0K0T90DkAXRZYlwD1GLhrwwI6954kNSVE1lJYbIWkBjihhcgglOngExuyWXHXF9CkJbLlm12kHHmRRbRQ+zuFoAFKlkLmfBO24FnQLr+005ooDp2ASISCNX5a37948+874R8NTeiliJIfht0ouZuxNTwxpQIHTchiD9P1SdqB6gTwZJgI/G43Z0ut2FO2YTAm8iefLOJb359a0HmES/0tHcgJxm8Oerk9Cdz9UDUog3RGWyA5DOxz+rDv+W8M6TeRVKaDjUUQyiDqP4GmooNw6DZMVps0+fuqiITS0C9fB9TIS6pLRASqWJAJhnamNYtIABKjkGSAn7ukDfDXjG3WHq9OjgWwGgUlFXm4B6P4Ht7E+56TbGk4yfZrf83FS4kH7sxWc+MIuVigzzMjPrtqQnEk0664E7PxNgAIIZYKIZYjn+XDiqKMFfx1wzJweDckh0kwJaFJWwR6OThGQgpVT/4Xc03QdQ1aWUqAR2zS/ZAQgT9Ih1AvtM6HRWE/bgXWm+B3l0NCIgeXe+bmkNTZin6Zg6xNXyTJVoQjBVixCGHMY7PhZ5QjZ/Ig+3qkH/5lDgwWws1h0BcWc9CTQWpCGqm3akgL15CWMYBloY6bqsLk7YTjGvgfPywl0F2Io/oDLGt/TKrWAqIHU1k3yuF3SCkGQx+YNUZ0C1aDeWQBMkBocOmsJNRX0Xuuh0QN9A/z33QDDbt+y6JN/x8Y9ICCt7uVt//XH9CzyYazevKPRwuX5hpOhSDQ1Afvv/oOqV/7Bp2njlETqaa3o50nvj/FdbtijNSyjMjfsRVZms2FjJzuGeN4BTjuBv/hNnrzq7inLAe8OkLef0Wz8M/Qp5UTCsxFWBPRa0ogaQBN1Bqbb5TFvpUGJZROwc0gTjEth60bOB6A0CB86hb42Rvg8U5PNngBY1Ahz2LnrnsWoNGGyVtYSsPuk2iOjdhZzOay0ZeR68B1eiWYlRLQsQTOl2I19G6JFZa9tmyKl5F/np/ON7Zu4dgHHxJJKrloqh2N9GEJG+iZpr1sZNLybDMELNoAtg2QkwdFSWA3wzKdgdoayDBBi29262QOxww4+3sQ9y/Gpc3Dqs0ked48dB4/uk3rIPV9jPkX59vpgU+YYYEXCp2wKlFL3qZN+PpDJC0pRL92DbbybRgfKEK/fCGWRzeT/qCZ1fdB99sBzvaV4t72TXSDB+h6+1Ucy/4QY7aLTes0GOthQxqsLM0iGrFDdLQBTVCY54K5g+RWJJI3YpcIsOO3bYQGnoJIkLMnjtLeWE3+F/+e/cdtbBpF7o6Fl5nlqPqR6TKF3VDzo58Rrd9B4Fw1d35yBamzFGQZAAa08m+VkOUNzzG2iT4CeBsgIdlNt6YLt9ZKyKODzn703TvAsAyLxYZekwhUgTYN9Ebkg6VHGsW16NxBOo5ByTTTDr1AmxfS+8F6ENr805cLGg04MmHLHUV09+pJd2qxtfrQhi4sD3ceZbrG8yvILBc4v56ZFSEphLDHqq4fQtbjm4XS0tcPoZ4+5jgSSamqlh8MewYUXye1XjfNU6hpLIBkDTxWAp9mZppEnLF+6Dt00NMNdnMKBZtgzieSWLPJgKU1SEE5BLukv+9yPdYaYHFxBc7wJtavupPG2iN42qpQShLQzylEv/A2rCXS76RF+ov+NhGW+8A3AEtKwHPLIkTBam564rPMW2CioCKd9MIKzIv/iVBaGiTlkbFZS86dRRQvXcsjn7mV7PI5iIw7yFxWjMaeCY399FijOMywtx3aqiPoTBFpg74ELRrbHM7W5XJmVyu1owwUL9TBP3/6B3RU/hpfMEyT6xyd5zrYvGIe5XmTDxHPYGYFlkGaPZ0BqEgLofTaOb6/kud+s4/eWcxpN0ZAaGB+noz5jyL7PhbeIFg7umitPMPRD3fDK9+DYDEhfx0M/RhEEww8B0o8F1LLxVcigGLdTsYi07RLjEaQlaeCYRh0y6S6uCieKtEo3JefwvEDQVbc8iBFN80h74vJbFo2+bKK1xSqkDzPjIRkLIDnXeRk93FilddjJYImXUD2eqdn7hJeaxmg5vQ5Qp0tsZmiXPOi59hLJG5eM6UZqgVYuTCV1JwkTjP6Qq9TJX7+kQNAM1DwVS2mT6Vgcphx3FOBmGfj5R44fRKqNdAixl81fibYgGhKlHk6LY6yEuZsyiW5JJuhvgRQfJD8KNpVc8ktTWClHsqSoS4dNDawGcHUB1p9lPrjp8kqW0aSsLB8zr0U3/MgmEFf/BAUFMOmXyK095KYuIEBvxWtPhujvYfE+YvQmjIxrPvfOBsTSUo1MFQNdnuU8JixaQJdTw8lQ70smWM+X9t0OPVANCubPmHn9PGdNJ5opnTZMnq1xRRbslGYXDCUDTnIziRwKopchn33Ry6OnRqkFhia5VlPL7A8Ci83y+CoMBdHdI6kCjiwL0IgwU9ZSgPNVQHCmjlQ30G08ygEj4FlI+jHmCJEOxC2Ldj7QufN8GOxZMT7ePaqQK6y8kvg//VAVVSO+dO9NK9XD7E25QhKfy2J68vR2x4ikpPIumm2d9WZpVVArjWmauWcspAUQmyNrc8VRVZr3w6UKoqyUlGUZ6eTrHm9c6K+kyZAt2wTnq6zhAlANAJBD6YkLW8885MpLf67JRc+WRFh11ACJQmMWxFlqgwfAAqAOYvA351CYGeAyIIMNEl+dCXzUEKgi8oi315lerPrydABGDtraGitpupEJUZfNvgtmGwGcLVCKIrTsYJFRvBHocsFnToN+4Jw2Af+VA1vVxegGPNJ0gxgzVuDJq8UvSMX9FvBcRd67QL06Q7Mt32W5FVGUrPK0evr0FOI3pAOehPkr+HOf1qJJzlI+jL4xYeNaDRj1cML4U1fxGDYxxG3MuokxgMc2NmMs62XgqLlNLf76XOeYMM9izmjyLCdidy82bF2prrE2HBMyOCdLuCjsKyFO5MKPmMxAOxCCplKZH+H6+Dxsm/x+0gB+i0QSVWo6ZrL4aFyqt99nc6X+vC9GSTUEYHwPhBjqLuRBIh4SeiOjvt9EmLnyuBCjVodkM+FlJYWpHl4O5PNaBidtOQo6clzKMpKQK9ZDYZbSLjnJjYvujDJ0SEjaK95ZjcF5Fpj21R2npQlRwixBJmrEg/TfR5YPl49ViHE/R8XbbKoYi77W9v455+/xKr6dv7Pfy8gFPLhO3mEl9/9gD5zIuPHxl1MfpEGd1hwV3Iz+/Mg+TSTrj86FXItIKyQ0uICuxshgpBQQcex/dyWAk0+GPTLnk9lYM0FPmWA7wcnnmjaDHBWl0OqowCLJRtbfh6h+hYiufmQeAtRbZCjH9TxTvJ8ItlVCE8AR6IFn85Fth5qKOPmuzcTxY+xtwdNRikatGDRyFUmlE5I3wJ6C/pQN6H8xZw8Us3C5eu5qFqrPpXsvG/Q3X2UjEINWzPK0eBm9PKSWqjcxTun6vj5e74xzX3HuvrZu/0FFmetZlGe4OVff4DT1cPC+bfBsdcnvI5BpN8iE/hwwr3HbsOBFALdXJ77KH6eCNLPF5+IxWuhgrwnHkWaN08Dp4CoG46fGqI49XkOVdsxHRkg4AfHukGCve+gdaxDYxoAw2ie+V5C7/yKSrcy7gQiAciwQY37gtsiyIX7OYxMG+rnQu6jmelNSm6fm4etcDNDXSdI1D8CWNEu/XNSM96kmAhVyGt0XdTbmeXo1stFrBbrVHAw/goklzBZd0cl8ALw0GRSO2IlgL5NLF3kRqezX4ZWmKOtJOam0lv1E5IK7+b40b207Kujq6ltghYucNtCG3d97g9p9WsxHH2Vm1N9fNDWwanLoJ/v9cKtuTYaM6wsCboIB8IYB5vJT1XYEYU0L6QIOZBMZtDQIf06j9rAFpYC8vsTHOMIQrM2geTBZvoGTXzwu3e4+e4H0Ne9CvmLiViGSF95E4k1u1mqX06HRtCrwM1bdrFvH1DZRaQ7SkV5LpQvBG1JTIWxIYWgQ55I0YEuC4IOUiN7wO8Fk+NCR/QGDDkr+PyrL+J852dkbliL0I+lw0dwoqO3+hxtrrG/WzQKQx43xpJcRKSUuzIhWTfImz96GiMTB2QqwF1p0Noz/QVZo0jTrw8ZpHW5iI+nw/uoIAVCGFgKrMqAjSmwuxvaeyEtAGEf7D/QgaGng32AvRWO/HMHc50drLk7G1PFQci5m0tDx5LxHmvj0JGx700dsD4BWsKwMhua2qUJuByZN/sS0o3gQpqI4wtQT1drf/ujLuaW1XDrX/85aBRAIHSrKJjrYNmHTqr8shj/X0yz/SvOdSAkkfPIZ5FZVZMxeCUzxdTayZpbK5Hao2NYMYH7hRAPxF7DP7sfeJBh1dxvdNIqZHBBtxMWDLzM+x+9xPHn/z+iGY0UlM+ncpKjU74dEjRJ9Hgs5GQ0suS+v6FrIINTsxJeJX2dw2exGsBkgo6XuqDMjKERlHoP1hV30jIoB9eIEfqHTaXmMjpJyIHnTjMUrYGCmxJItsLWCW7HgBYW3nc72qRk7Mll9PZ24Wn5kKirFUJOtJ7TtB9sYNNN95E6r4LUjAxuWmzneHsir/RBAy6sru3UvV9DeH87cmjUcn5QFTrp1xJAJADRKJmLMtGLgZj9LT746gE7plQL2avno7FlMvYcUjAUPEdTXe24s0wvsHb+AnJTMyhZnEeBMUwkamEgoZeF418WBNIk+PseuYzZdIN3BHKsm6VbaEqEkROBpYA1EbJLwBGB23LkvWgHztSB4TCsN0NICz8Dvj8Ae/4dgr9qxB9KG9WkFwq30vh6lNDQ+GP5EkBjh7NOWJQgtfINeZCigwWxITVe3HwmJAowR70YogNoRBZoYiHMGoHpK3/EHOXCuQ5dDxkg8bJ017hPMlbk5mHgu4qilE7ilcwUq8FN9tnbEevMpBFCXM5qZtcUmlgtxgYfVJ7r4l6DkdbeerJyCnjxpaZJRd8ZgU0rHcwpjJCr87Lklj+l/6UfslF0YkiEp/qnV7szTipy0NJxoZ0IkHLCS3ImfPS9IVZpQLPUyN7Xf8dcA3zoA5Mf8nRws07KlNqwLN01slCLFyhLAUOqmXnr7EQjA7RVwa4Wee5exiACg7v2EC1ehTWzh1se/CQmXRKa07vA6ALPh5SuK+XH79VxZ46NHm0NHzRHsVYsZm37BygJYMqMkteQiMZYC9HNsYaV2DfWX/hfRNCFmwgPQchiR68Z8YQL0OuLiJQ3oDUsYsyJaSiACB3kTKt3XDN0tkND56mPuOlz99DjgeRV2RgjRvJ2lDOQ0cXhrrGP3WCGu4ogtQd+0DN914+CvAIz1SLtyAF+KpGkYeSU3ZgPGxaCpRsCOTDokutOvobU6vYo4KqFLTZp9tQAR6Lw62NV3FzdSYGjH71j+HoiQaKD3bxfr/DuOOc3a+GcGaJa+OIyOF4pz3uiBRaWgKVO7peADI6bSSpwQJERu8Vzq9FaEzg/+dIaiKbpqdPKc5QBnokW8LxWuD40SRRF2SGE+G+kRjkZ6ife5QKTLUv3V1NpdLrHXK9ULFoEyIHs+7vhH54J0HYK3v9ZE5WTtLSWG7XkzruXzJzPsPimZZgSFmC/53/inTsfS0TOvGfUR2S+1jIuDknffSpK427wN0YIKVrC/emU97lx+mW90zagLgwrjLD5Lliuh80ZF2ukuUhN8pwTCnKiKApot2r4RJlc0X1MAYkUQyc/PIfi6iW35gC+3gDH3nqbqGMTWBYR0RZQt6OBpnMHOTgUYmeViwW5BQh9kPQ167F6YM+bddhLnChpKSi9cZ0gbvjzySjZkAL4CQc1kFKOThOGUN3FndHpQetAa7gD9GMnMPjP7aVl/7kJzZ8P36ywbOM2gn12CDRzaM/7aBtcFC/M4WzP2L+pUQufXgdzy6BQB6UTnGciRluPaCqUIP1000m1WKSHxSUGiq0CQwQy5kCJV96Dc7mwFJVbgcNeuY6nG/gIOKLo8NXtIVAzolpVwMvgR4f52UCE5nHObY5AmgnuXwmNWshNgbsL5TW9OxccBTLS1Ye8W2Yiu5KBTxZDX8o60A43DYcRYhnJqfKZsQHJk1lF/Gpz/aWATGW9ySktlXU1rDDXBLG6gPGVrx+b+Iix8Q5dPE/fEYAnT8L/7hm9EPJo6KMCvxcW5eVhzF0JehM6ewpB2zyO6OHmGT5YdYDNAnenXRyKciYAFRZoDkJ7OML+s3vZ3hXGqchgkX7AkATuICi9CSwtzqW8Ip1VXDBU2pGRmNlmWF5iwHD7HHAFMLVDoX78m2wB8PCjizFGNCTe/Qg1LT2UL7eh0fWjeF4leLobf9su/vIPH6f/1D4Wbkymtc/JE/fdyZJtPpYtSGT+LUvpT/QTtiQQtrYi9VqN7KGnEQ7/BIIdoEklEjYS8dQiQl6I5F7aIREA4WS8VHjv+4c5u7OHkYroRc0Ai6pTqNi6io7XXkRnqKAitYjtR8/gDSfToYydVnOPAywWKNsIyz8BC+0zG8BnQjFygrWWqddI1QEiCosyg/j0CjoBwi/nH8nI8bUfqeW2AF3pcCB2rBewRIK0eCwYi3NBuaBLK9Emmjp208HY6zqCNLXu8oDHYOC+DRn8+X2p3PfvRXz1z02EDbAg9nxGkA6tmYz3PcBbzWAyDi+I74OQC2FdRLEiveOJyFVrrguuA3NrnKms8jHVDIyPpZCMrXJdP2zl65IRVeinRHrGeGnTE2MEHrhrJU98aT3lj25Ck1gKmDDobdz06Oe5Y/lmdswgUdECrLFDtgXe98slgeLUA/+rFxb4QHsazDujGDKlH6wRmFsKqzfB4ruSuHn+PeRtuQVdxmIyFxrIMElzpBtYZgG9Dw41mol4hwjXWTntBL1HpiGMNFxmIWfxrUDPmfcwRbX8+Kc/4aP3X6T+WAfhRBfh7p9Tv8tH5pf/L+f2HCazYBWRoRS23jqf7T98lgztbcz/2npae+dSr9zDkZMK0TY38owAIZRoMtHCTdDfAoA2ORutpZyQCIB+FEGos4Eub+yLGYoS3ryU/gQT5eM4K7RAy5le9CY7RY9/lUAoTNKSjdj9Hs4d/wjzOHk9986BnFtMJM/LIeI3cLN9lKotV4gupG+0iqlbM0yATwcHTkL5KtDeDKSBVgMbTLA+SbYpkMJuviKvWzylpiqSzJn9hwj6B4l6O5EjskI42srvf3tyQhP0R4BFB3WdyZSk3knSPQ9h2vrXzP3sHeh0UJETW29zit9rNELAUTc01L0jF9UE5DTBAKIS+0L5HXcBu6+HJLkbOwVkSsy0mMBUw2+vFR4bUYV+O8Oq0E+VQHBmFYytZg1zFmSSUXgIvXYOCD2gR+jNDO3dT58mTOIMnP0moNoNTR7ID16sI7mQj/KbQIcGtB0w1AoVeijSg84HcwcE939xPiVLCtlS2sVtt29gZU4JG+x6NEgf52+8shi3TduNtq4LjW85S01wTJHbR95oPmQQxU1mKE4Ik2oI0tl5ju72ao4eOQXHXyP4VjfHRT/OpiN0N9dSItq4+a4NdDUfYfXmMgxYOba9k+x0I4vmpLJ4XhdkrIeQC1AgBGFDkDApkC71Zz0maD4OVY1jjI4hxosjDQ218+b//Ca/PdLPgdhYOFpNnvlARpkg2nQUswiRnphNl1OhbOUSgoMNDA5eelxsSGWPy0BK0IE1pEP7aAqRkunlys5GfEg+0sx6O1PPr3QD9QEoTIWOHggfBXQgKiDJBE39sm03sYCWTtnnIHJS4AubcdacQQl4ifi9ENwNBIn0uTgyyMglrS/BC8zpgm3rVmFYdifW8j8A/Qr0pZ8jr6iE91wXfulxpkWTxgSUHTFz/pdVFFkYtv4dBqPy900E5s60hNKV4DoztwohCmNV374shJjuynKjMlNNckpJmdcCQohlo3zcxxRzZ4ZjNk+/HooNKM3LZWFFKjrH12Vi+/C2l+USGGzDN4MRrw8wRKEiFdIVMAx7SBWkEMsGesPwTrf0Dx3QwSqHrOUamDsX/Zq/RHdXOkP5t9Bfux/zvI34Ek1EkQ//IiBBAwl9IBZG0Lg/wmiG5QnSXDf8WRLAZ4C7gD9YaUZz+1+iLz2O19lNoj6Tjvrf0bLjMC2uACfPhji+47cYHElYNtzCmapWEs0O9EvyUFLsVKwuYTBwjmN7n+P9VwZpevcNwhEfhDxAD9H2VkTraVBSY6N8BJJzUBauHeNqTVCldqALRckmKRAhDRnRm5suc04Lhz1NbYBRr6CJRgn7T2Gwu+iqPU5Ntwv9UCIDXDoJDyN9u59dZyGlKAFx6xb0S7eRv8lB7sQ9u4SZJq2XIE3phYuheBlsnWIHzMCtSbCqBDLsoL1JlmCNOGGoUGqNcX9gIPZ//Jp0Ah3OFgJ6cL35S3AfAt1aOQEKDfGJBTbmJY2/1mkukFgMz73zAY6EAfR5pWCYh9acQvoWK+Y8IwJpyZmNFRn6gF3hfkKeKvlNlDCEO3AdPEXvQWlajgLrLlch5NnmOhGSQohvIo1i8dVE+oUQW2ar/XGFpBDiXSFERAjhHOXVB3xrtjpyBUnm0lgGF4AQwjGdBm+57bZpd8YLrBFuvL4KhDmHkfN/u28Qbd46umdgE9IhzWZDLfBfQZk3NpyjQKMZ+oyyIsuBOkjUwYABQjlQfosOktLQpi4mLTOP0sUbOTs0xGcT5BNSBCRYIKCBUABCu3vwHAjh7IUe5WLzLshBqcUMeQ6oS7Xgb0jE07+BL61r5qO33iYaSGP762EOvKvHM+jBql9IdVDHG699REJKCeXaDN7/wT7OnTqFXeck7dzLHHn5l0QMPo69+SuCHz4P3kNAF3p9MiQXgCYJdCHQa9EnpmOwjuEYUgZAGTvUKGLSoktJYH26FJAZFviDm43cNEfHpx7KRxt7oryAEQElq9AFc6DOT9iSRuvOtwiFWzEzuiI7V0BSOEzyPf8C2j8D4yqM3blsy5x8nqQO6Y8rZ2Z1X81IX1uNHvwVJjSOyc+p4xphhgaskQKCTjO6fkEoApooNJ2Q12h4Yv+ZYccrwIaVG3GKVD465AHjEogIGNpD+94XKcqoYI5eS/44mfkmQDcED3zyCSyJa5G6p4CQFUvRfXT79GQhBfQUSiuPS+N+J0P1ByBUCYHjBOuP03gmSrDvwm8Rms0SWpeL6yQFRAhxM7LQzXJFUTTIeeZtwHdnS6Mc965XFOVW4AlFUVJGeSUD12MEq2OUz+JC85LyKrHAnsNCiMM9PaMv/rNv375pd2Yx8NUHFXIf/ByIUZ4erY3lpTOLbwwjI0xbGf2ejgBOI/wwICuh7HdDrw8GBUR0JqzZaYAd9B2g6yY5OY1t81P4xxqZTFIJtAUhORlcHYApDcMfGXhXB0GvNBUOnzwrgCkIm9O1rLn5qxSVhVhY7uW1Z4fI8QT45x1n+G8PnO4aYr2rgaNd/WQUFpGfFyY1aZDK7a+y5Ct/RufefRw/0sR7b/tYY7Mhdn1AtS2PAdHH4IGfQlcdEQbQZ3lkB4QeEKBEAcvoEiRsgfDYkRUht4f97x/luBNeB/rDYE1fgiEoON6RijF2gZOA9FwDUed+REo62sFaLAOVaOnnYP3YKRm3FkHu5+Yi9CWgzwVdAvq/+DRz1k3+HtiA1AIHGP1mnyx1wDcyNPzx5xbQ61Eo2Tj5EdGKtE4EAO1nP8HpjLsIoBBqhu5aMOlkYNhYrnaLEVxhF4lzMxnSK1D3CkRrCB57lfd/GqDb28PWhUUoprEr2DQBgyHo0zYT1nVzfpoRchLwLMBqM7IwNgLOlkL0s0Zo/Luv4dq3l6DHjc/9b7h276MZqTlbgf8xiYWurwmuD03yMeDmePU3RVEGFEXZgcydnFFAZpzJTA3HyynZMRuduMK4uFQYxt9fEi2vKMoziqKsUBRlRVpa2qgNWm3TW9AqB/g/X0gj7X+8i9kxetvkw38994tptT+cIHAcaQYcSSEQdknTWnxGrQ3DyTbISgTFtgSiCkRC6FfcTHuXFn9vM3cvkKJPAA1haO2H7RYI2PT0/DhIUxSaonJwGH6j6YAtmZA+fxkB+14CWgu90QTmJGoJ2GUwhwc40gy/73RRW1tNfc05qip76K5uQZNRRNuuN1izVEskYmBlBRzcW80H1h6y8/Wc3PV9fvsXPyf0gy/B0AAXtPPYX2HgwlR5BHq91DrHILz7NaL2fs5F4FspsHKdFlebwqlQCkZfE3NjlncDoPcEEJ0WCDShs3iwpKxi7WcfpsMz+mNnApIyQGe0Qry0vWY5GgTakuUUTeSEi9EBJOllbutM8iOXAR/qtKALs3mBno3rL4RETYQZmKsHy+0J6BOX4fNm4bJA0AmnI/A3wfHzfs0BMCk+2vvgdP0p3N6zhLp/jLs1g9UpYSLuBJYXdvB1nRhzAYAQMvtn/eIwEb+d8462YBc6bTsZpeYZLUM2Gh7gh28qHP23/+bs0dN88B8+fnhK4TWkOfkkM1v67Ipx/fgk+0eLVo1Fu85K2YYJheR4ZejGq916DdPHpRNsB4CiKK7pNHj65MlpdWSRBZY98gk0xsVj79Tnojj/8q485gMqEi8MgAZgoQOKHaDJKUBf+CgY54F2OaAlp6KZgpQKPjwg068DwLZFJuwrLXjM0LbPg7caXL1yWx0XBkRBbB01vR3T6sUkJd+GNR3yCwrYZyvFoZNmuG6kmOjRaMgIe9BFoau3i+zcbMqWbGGV0cje463QaCK1HZZrwNxaT+DULgZeDXHqDIQYgt4fgya+3JLCefVRI4aF6o9AO4bTSAkRTrRypsbPEPBCHzR0RwjlmFmzLpmHl2Tijh1qB/prQJQHAD3h/HzSsyK88f9eYWnSpcLZiowcWy8siLL7IXInKFYgAZ1jFZmr5lCSbSZhElJKC6TpodcEcybefUxagVu36DDYh/DVLeDYocJJrYEngIWANhf6usK8/MqHhGprefk3Fpr3wuGTjJvfCDIlw1V1Dk/nCUrmL0Zfeh/Y8lHKUmkaDFPkcVKdkM+eVGVcM3QNcPz1j9j3m+8iRdggWLeg07SQsbAQ52VIx6izQXN7B93P/YLm4y20+y/2eV4Pwa3XUXSr63Kf4GOXAqIoSiWXXthkZqAV93SNUzplHBKMYLz5D8cerAHFsR7z0EyLZo2PAmwfkOYpPXIoyc0Him3kFq9G6K1yiy4NiKC0DnF03xskxMb6MLDzhJ/1C0z8rg5e/XU/32mC/cgBO3HEuQDmWgfRpVajsYRQEteg02l5Yn0SdcNMUYOA2xnlTNhEX9cObOEmGvdtR3dsNzVNCnp/hA+7uzhmsbLdrOOM10JKdytHTsMrwPbfQP9z74DzHc7nTcqyOqDVMeUqzlEnBlMUu9EnC2drwZisx+PPpGn/IE5jEuHYbKAN6PcBrnYwnUODG43Whn2uFteI0i4mZOm229ZC3t/YIHElaF0yyZABor3HadxdT1SnZWgSqUACyDJByDCzIhQmPSxfoEPn30T5zUtJ8YYxT8LLowEaBeQ74DYXWNyVOLVDpG5M4g0n/Oskzq0DWjqi5Lr7CEYHqP77n8GpaiylQdY/ZGT+bZ9gnjWJbVoYL8S+MQCO1AQWpzlB6ZKDuucNQgcUdEEnuZeh2nilG147NsQbe47Qq5M+/+HMLBb+CnGd+CQZ31XvGu3DqWZlTGuprKkecw3yzIi8yG3A09NtLL+gYFrH/UlJJnqljPF+BpHQiTV6+cLh4mkHiciw+xDSh3joDChBA3kPLgd9bKgViYCDVk8mzUOZF60XmJYFTz/TR2cQfhOQOWoCqbbHZ84idq5MIHP1erSL8jCEajEkdIM3h3dP+HCNmJmedUeZV1pEIJRLenkRKSv0nOsRFDgEJf39bFiwgPD6r7D2K0/wmU89wkEU9sfO8+N6MBRaUZI3jvLNBVJnnUICajDMkHc/cwzwSAo4w5BkMuI+voPVSzfyzqk2+vVS6M0HfP0Q3v02+FPQ6qKIsJee6iayHRdb+3XAPRWw/CEjmtwloJkjC7ITBaWASF8iVVpIrFh9XpMbz440CHyYBe0JZrLnpk971YnH9XB03xBGUzIJK9bjb/VOuIDwHGC9DrbqYFExdHX68NSeZf3CUlz1Xpy6yZV/0wL5Rh293jCVv9yJIaWRgaZz6HQhLJ96BstDmaR8bj2L77gFM2MvbBwBWt1zqQo4UQLnAANKm43ozVtZXlGMwTHpyzFpfMC7AXjLCd+rmv32rxjXh7nVMc62sQTolNL9pqNJXndpHyNRFOVJoDhWcedbQN2IvMkp0dbYOOVjTEDaAi2ICexnYiHvnXVOq1+TYXEy3FsGN5XKdJR0pGCzZsJAUz8m1wkQ8bqZBqAd55l2ug9+dNHAVN8hZ8ghpImrO/b/8ImmgtxnmwB/mhvyBay/GxKKUcoWk+sL0zKif2YjBHuOUmjXcORgO139OjI3FDAYaSe8NAO3N4namuPsfHUX+47UYs9MwY2MqD0D7DzZS7h7r1x+/hLiqxzGCA2X0JFY7+N5k1ECgTAtfdnc84CWzzxi4Y4SKBq0sd6aRG3bcUrnm9G75ZEeoCQNGNhINGgGayFmwynS7V7211zs+i4FHFmCaOln0Ob9E+htENVAqAdECBZsYM6GlSxcMY+tGfKhHW0BL5Bm3gSrBmvpXRRsupNBZ2Da60e+4oWFN2WTftsKUupf4Jb5ERzjNLYBWWpuox4SCsHXBB0CTp3x8fS/Pkd2mZbTk+xMFDgaCNNty6ZVF6JjXxWJnEQ/mIgu6kHjNaDNXo35kZuYmwmbHKMH8DQB/bU7WHCkCegGbz3hbh/ezn7219dwcIKykUlM39zW6ZrmgdcC149P8vExsi+cwNOjfB5BLsAxaaYTIX491LCfEEVRvjtbbVkcjikfs1QH4bmfB/1YYQcxdBb29FyeO9EA3J0CxVs1lM6xEf77Qc7FnCcD2Unccu99KMYvxKJCAQShSDL2fDMN6SEOjJDdA3DRElDeUc5pBN7QwKebOhB8BvQbYGgAUfcsjqZ69Fz83DkD0NwNydEzFJisvPzzI3zp0/fw06NVhMMOctfY8Yogn/jCFt7eUUPDSeP5wTIX2OFcyNwPTlJ291L0huwRvdFyXhAqIA3H8TLwxOqidxFq6wHRjMZmpeKBJ9j1H0cZrGxEF4DN9CPuvQd71M9T//Ia1mTo6pM+tYGFNoIhLUZzGlCAxtpEiUPH8ixobL+Q+rDVAtsyizCV5oAt5j/VGiHgJNTdhb8jSsTrofPUAVLWLEX/2lEKzBDwXZq6YAMWLZyHM+ghsbOeroQhrD0wOI11ts4BjSd7KdrzIvpkK4kGD2VeRi0qngDoDLIYfrQUAikalqdEOeaA0GHocYV588Xei9I8xiMBWJgKSrQfXEEGWiFwdhv6B+6GgFGapDUWzJrvcPsGQctOhezYcSdGtPWL37kpmwcPdf8MfaCBiH0tXWf3Y/AJEjUwMMbjFXMykMqlBf0/Flx9U+pkqEfWbZ1sieIU4JtTOcF0JknTWdbuhibBOsmww2GsSIW0JdYJrmaEcFsVuss0LVlvhbsencc9f/QIRaUrmffphPOCTWnpJ1+pROhqhh2hgFtB62umqXF0s9lEK5UIYL4BUhYsQSecENVBQiqRDC296QFGc3nZPKD3Qm6eQtPxNvp/9xpRUUhixU08cvcG5hUWcuhIH8uWrGHImkxX7HolmcBu85K99h6iWjNER4kyiESI+roJnf05gYbXwX1QapQhJ4TaiIZDKDonpw8e4tTRSl7/zr9RuvnPGMpZwW1fKKb7WADvjlcwHmtmaZabxJhhoAjobXMztGkpEXFSaoSWVZQtug1nWAozkA9gwAwavQdN3jwulIPXQ+gInb/5NuETO2mt3EkoAserOviCCXQJsDrt0nJ1mUvLSViymkfu/iRuXSFPPPEnLF4+wY8yBloguD1I1N1C1DOAPipGjW41An8LbCyCnM0J+FyAPYv2bC1lPjgWlGlCb8UmDyOJ397DZ+w6oMcLZX1DmBT4qAtCc/wQOQPaBDAXgP8MOvMyamoUajzymo+mTXqBwShw/Djo0oh0NmCMHOfgbhfuceafqciJ1mR8iNdDzfIpcf1oki8qivKsoigvTfL1DFNcKutjF7hzOXj91VenfEydGwzvvj3BXiE69j1H6WUqiLzcDEV3J2GYdwuWLZ9gc3mYYiH9kye7IWjQgzaeLgEQxt93iCd//T4901xXKAws2gCWu7zgLYKaX0LgCMKjJ8saGXOQO+sCj0hnUXYWR4e6CJ6tQccZTlT+O5GhHjTN50h2hPjLv/xzvvH4RmkY1sBdZXp6ao+j+KOj20Aip4j4egj4Kxg80wMiGxQ30AHaLCKdbVQ/91MG60I0dtoIGJMIhZPQmhKoPp2MLRE6fL0M2vfRoknkVLscMHs1sKxYi8b1K3Q6mdavMSWRvXUBHVHt+WhHK5DsAcPNQbSBelC2A/0QGSDUe4CMh7/Ayd6DDITzefihxTx+f5AFWwzMm2/jc5/L4dYSHYVcqHfq6mzAYhWEnZVYLdXUtdZwum6qpcklQ8i1GKPzooi0XrQtUQ5w8aAxH5ivgZR82FSWhqkgm0X3zOMTy7I4cShC+wAUeKX5e6yE/Qt31wXMgMYPbcIiBVAIfFXvg3IYwlHwDIDRjEiLsHaZiQ2rYHOunLiNfFwCwMEG2P9WiFD3i7T+9gf87x8epK2ta1z1IwdpNp+M13omy9hds1wHQvJKrFClCslZwO+fevXxP5sHoswx/k6udgZC52ibrlNpAhalWNGV/j3oS9CZb8e8dhvzk+XKD8tSYO22ckjaxvlhLNpL0O+lvS0w7fy71WXQq7OgGOaCrxaS54Amgsaej1LtHTWivAF4yAx7j7QzaAhzqsfGaSKk+0L4zHNZtMbDik9+iZz0QlxDGn700z0kAwMBmTbSLQS+8OAoxUcVQp4kwiIN0rJwzC2So6whAXSFEA6gGK2Ufumz6EpzWL48k+UbbyZ7znLKu4KUNbeDHtL7Idpn4JHb7RiRgq8pCh0DEQy5KxG+dgj50dLNYG8zK4rSWKKVEQcpwKcXg7UoHQwREEshNIjiP0K428S7T72IT7OY5XfeQ4d7Dt21ZhoPB+l25xM+lsLagTDpQK6ARTmwtqScc8c/wmlbSMXyR8lJt2JXPFMuaQeABlL7BaauLETKHPi0wKy9UJTciqzIkxOF3C1gWlDARuGh/2CAluM6chZYyAtITWyqi8s2AWejUN3tRR97/9HxEIruXnAfA3OQUMAACXfTYNiAaeNKKhXZt7wRbQWAgwGwuSMMfP8w7YdrmdvYz/5xMsCtsXOuZ3IrsKQBifqpr5RyzXL9pIBcdlQhOQu0NE+U9XUxAqh3gchIH+bvGwWjhr3v22Y9ZFyHHEzu+LsH0RsTIayAGESftpXNNmkK9GvAmDQH/C2cly4RC90/+S9Ot0zfQ1PTo8XSlQreABR+C/xRaKmEaB1v+S8tYQfyev1kEPz9QU5W9XD67CD+AKQVR0hDwdtgJEFUk56TjMY7xLa8JGxAtgEyjX60JLLvrdE8aREUfQrO9i463QHciSXQ1wwhHwSdKN4a3F1R9uxs4P3tx+l84wjm8CH2//LndPQOkPjlxSh+8CRARo+J93Z3kYKcXGuAX+yFxt2dhOzrwdwPONHYFrG+0MLWJC0uZF1bqxE0liGIeCDihoAL5+6fsv0bv8O3/C78oQBnXv0ZXe3VZFiSeGDrVm4fbOWmhC5u/1QCYaBDgYhbsPnBFRgsieTm53LmbD3VrToMGRZSpjF626IQCikwWAW6UsJHwmSlwRKzNG1GkT67W4G5CTYy7b284S1kza0dJOZlYGnV0ZAA78MlAVkTYY+1nYcUWG4g64yPSOdTEHKAxgW2LML9PZgsenwuLzcvk4E2o5k+G4FPPw/73o7y17Xwz53ja4hpyGfk98iqWBORgVyONOVGGVGvnxSQ88SKnP9WCFETK6caif3/25nUcp3OT3pDBO7MJnPnz5/S/gIwdwCrckAZ+1ENKVaGemtnvUJHGCgAwrodoMkHnQUUUNJyGPDLGfQqDex+vg5CmVz4ySMc2HdsRueeE1VQGrvBOQSdu6DrLGFdAq7mgEzD5NKZu4IMnOgmtu4g0OSFHd87x8//7+/RFq/Ac1Kh42QvoQQ9f/n1+dwJ3JEC9oFEbJqzFCyt4NInWofQ6nAPnGD/a68SqDlKwGQH91HQ9BC2lGNITaSoJItg9RF6LUYs3cmsefBO0r/wWZqajfQlQkZ+As41mTzo83N3goxWDSJNhnlbH0UQRhaKy8EatlOxOUrKp3Ig9p1aoyBqQlD3L1D7HTj911j7NOwZCnBw57vUVb1HS1Mvzud+w4o7FjHnkUEe/ew8Uv6/R7GUbuRP10FhEpSXzeel31SyetWduH1BMux23F4vpaWr6JlGBrsFcJgAZSPKjmcIBGx090LQJz2ny5HrgS62QlAXQOTlszTipbc9jY6Ig86BINFTMFdzcRDXZAaQIaSQLAGShfzNdxvCRLfvhPQ0cPeiG2wg8pGX6PxiTHhprZI+2rFiwVuBLwVkRaLCCc5fivRJrkUWtRgPO1KhinihP3oDaR7Xgbk1jhDieaTrOwlZ5PyJ2OsZ5C33khDinenUc53O71k3jWNuaI4dOTKl/TVAc4LAv2/PuIUE8DqpMF6eOYkD0GXkQvgsUA7aCjTRKPM/I/1ljX5Yu3olYa8PQmFQQoQGT1Pvnr59xQrUDkbxDYXo/dlRIgnpKOEaoj2ncL+1g56zcp/RwqBGFsMGeSN+0RzApinAMieF7By4aeutKHMKue0OHfcsNpO5sYJCawB92AT6S69lyDOEN5iO1mzA0O1EsZUQ0rhkL/wdhIWblhMnsRTO53TTIO+2+QgqWrKiPSR5u0nug/1nNXg7a+lpAvcQLDRLX1bxfRA2gYYUwAj6LMwFc/D6BeaQDFNZmQqZyRpC9lxCmvsJnbMTChay/bW3yTU4Wdn0NsLbQkjrYdHGdHLXejBsXInhj/8Gfc696D/1EPPvvIP1XjhW18SadUvIiIT4/VuvMWexk6jfi9sbmVZgiRfI//RCghlzCc/Zysnf+7hnRRZNXFisOFkP6RVg0BTQ2hlmzRdvo44VmJPtuIes7A/C7hFzk0JkqhFIX+pod7iCzPf8PTKVZxDY3gChDwYIde0FwxGip/sR5fNpOVxNba+d1JC0RIx3h/qQAr6J8Zcf24t8TrWMHqU9nCGkdaYEyLdcU8rV9Ll+AncQQhxGpvElK4pyq6Io34sF8zwb+//hWK3xncALU21/ykJSUZRnp3rMjU5q6kQp1hcjgGQL6KKZ4B/nLrPm8OL7kw2anzxGIFcPuuJ7QdcFSgfgR2PMo293BDewqiQZc8YAocZjQAhCXdD7CuHpFRcC2QpZwOlIBN2mLWgHPiKceSvBo3r6hvy0+88XDpsQE3LwakqOYNW4aQnZIW8eTYcPkJi3hhX3pZBrj5K+IYoxdRXli8phlCqf2sFD9AycIzu9FcPme9DahsC3kKi3l0i4n9p//Dt6+jws/uQ6Fm9awOrbb6W1o4lj9UHsaQE6B8HUO8Bv3tVxtA+MGbDXJ/uXHoIz//4cClrkry7QmwzMqSih+3ATFuCED0LRKBw4SnjnRwQjDoK//4iz+4aIdjopWGZCqRvkq3POUFE/BKmrEIl3gTUMyWvRJ99D+e1JVKTAHCPMSXHQEPCTkuRg98/3MNg8xMEP38czjd+rDOh6/iSiqgZeOkFmWhENXgshg4FkZGm59ETobYCwuZ/F2am4ezrJLDSw83gtWRYnuzSXLvGVHHtNpmReO+BS5ASpNQxvHAVhqCHsXUo0ySKjg4s243b5yUiUasREQg2kIBvPr+5FrmCynYk132RgngFCetg4xqp58TvPgTTlXhdcB+ZWIcQ3gN8qivLtifaNpf3tiB0zaWbdMiCE+MpsL3p5rVPT1oZbUXj2uedIHaMI+nAU4GydQuRcF9Fg69h7CSf5FUWz2leQs/hEG9Dwr6A0QbAOwpVolLdo0koNpzocZlCbgLlIQCQEop2e577P22OvIjUh8QV2nRY97R+cIdS8F46doKalmWf31lI5hQAlP7DSBP0LyzA7Uti6aB56v58568oRRi+GdV9Cf3ca4Z756HPSQDuafqqgsc9h8eJSVmwrperQ20TCJkIhJxF3lNrfvExbUQHRtj4yc9MwDkbwtx5leYaJBI0eU9EqapNhTz0sH3Rj1UF3l9SEE4F6fTarvn4r2mgAiMRWrFdoP3ecyqiJFGCOHX5zGsKnNfibe6n+30/T4eqiRQNOsxF7ppb1d2ioqQ6R84Ul6E1bQdwE2jsBLeitUPHHrPnMEu4vzGFfUx0ZDgd5hQrdQS3dvT0kRKc3kh0E2tcbiWogahjAVxAl6m5hAUEGkJWTOoPgFGAtj4KmkupDLiymejYnHmG/R4cvyiUCOg05YVqVJP8fL1PYiDSfJiAnT2e9oCj1RNypYNahWNLZaq+jc9DKOw0yZWMygTaTSRD/fVQWI58octUH2ILgC8PuUWy9NqTpdg7SjLt+anPqq8P1o0luUxTle5PdObbvyqmcYEZCUghhF0IUjujEs8AjN0j5uinx6c9+lsbubtyKgtPvZ9Xa0Rf2zQKMCgTTDhExjDWfENBeQ1Nnx6z3swWoGwDFGYSBAcAM4VOEhsxkZoQJA/M6B1EGg2haTLE6p/kkCPuMHdLdwFl3iMYTR/A2RghWfZ/gG6+hO+af8s04ZIVjH/VRVdVECC+ejkE0viF0gVw0mUmw4H6UISdErGMULY9Q/+a7eNvO0nS6C732NP/1L/+XY1V19A92Un2yAadvP+k5Jt554yT9GhP7P3iXloFGClYbCesUgl45iL/TB+/E0mKKkQKkyJGCjjQY2gehoKygE2rG4oX1Ng/9QGU37Pv/23vv8Dav8+7/c7ABgiS49xCpvactyUOSJdmOZ+zYVpI6cZLGcvqmbbpiJ23fvH3bpqmd5pc0zZvETpM4iR1vu95Dw0O2ZFl7L4ri3gMkQRLEOr8/DihCFEgCFCWS8vlcFy4SeCYePny+577PPUzQlGCi8QM/plvn87vH3ewx59ORmkt1eSu2vAJcgTTMqWsgkAUmb9h1bABsGEUSM0qMLPvKSjzv7qO64jT++ma+NiOPPFcyOQm2Uf3dSoDed/tofOFtyLiKujYH9oCgxjLg9g56wGUA/wkjbbXFGLKaeOa/j7C7polNxwJRUyyOApkGeN8Nsxn+OduHyhavRQ2MMusg+MlmjO+/iilgRPYdwbLydgqKs7AuV/ODsTy3XRA1JzeSWIcWPcCbwDSTsjozGbA+55lh4xT4Gsqi/hszpA5Obp2ITB6RHE1h67jCPEYtkuFu0G7gdLjczzNCiDvgrFC6RrvvywGr1crW7dvxSIlHSnYdPcq0maqaihHlxvnVUx4wDFOCWppZ7RxlQuIIJCeDsDlV2kH3i9D1Mf4tf2RruMx7WR0kN+wjlNULdELTz/G1BoYshxYLNtQNI4EXq0Kc/MNWZLALz7EAW0IqLy2eIMwDbjB21OKoaeLA/nKSExMxpM9E5JdgdCyHlkM0b9lPqPc00as2SFKXLeWj149w5MlXaG6zUmysRZi8lO1qxLaim87dLRwJ2SiwGuk7/RYL1t2JnQO4HTbc5U3U9cJxVLkPJyoopAq4EbCeOMOO7/8CZBMEP4HgG2Aqp+iKDJauXsG1FrDYQTRBryUdd7OZn7/VwWG7IGg1suVoNZXvGnjx1z6a0pcROHMafzAQfjCFzn6HUGMbns1+CqZM4b7rr6T28AmmLFxNxh2JBDMz6PZ7R1UBpBnoMZlIvnoGTS2n8RcKskMhrg6qoKREoE1CSwd0ftDOnjfP0LzrDKEaD69vJWqivkAJX00IpqVCSfLQ/SD7iRSrNhcEX65DZgQIJQYIZs+jtTeRK0Je/G5wJcdeQHwkt36suY8OlJu3GtUKqzP8HuDOualMX1fMdVPgb6aCqQDWXNymPmPDGKeACCEeDJcB3SiEiKvPoxBiuLrao4lrdMez8oVYkqXhTtCpqM7Q7cCvw2G3u4iziOzlzqxZs9h37BgeKTkUCvG1f/933tlnwnfoeYa80xJyOXw8/hzMWPB1QPCTdugug6qXCXy8ieZ3a/go/GRISDPRcOQoxrReCO0C8yzsPeZhm4uORP836Qb2dAV564Mgrz/m5bGgijxsJL42QvPMcN8jCyi5cxZzZqRgye9CiGQw54JpBsHupSSvvSNc6i3arW7CauylvrKMpHUP4LA7cVl7aT/0LNtPbuOtJz/knbfPsOnJl9ldXkFSSi5ZtS20hIpwGpPoth7ghFENZWtRgUQdQKEVEpLAuuJ6EpeVEPJboGkLhK6EsrcR7ga2v7gDnwXqeyDDCoc/qOOpHhNGk4GF6zLINfdhTjbiu9aJLMyiqq+P5noD/uZu8AeJjOE05S8j4Z/+FqNlP6KrmbVLZ/Dhlo+oqspl3ztbKBvlLdQCVHcHqO7sYNfuVlram/lDh58Xe5VL+RjQJ+FpH1QXmTHW1HLQHyJtlZkr06OkpaKevQsBhwWSMuBY1/ABNIN5th0OlSUgilIIBeppP1GPq2Y3/owUrM4S/iXGG2iowgaDz3UkbKgBQzPQEP43DqIKXN8LlC5NIeROwXHlfIqMUOewsHDdJJmVHKM5SSHEw0C5lPL5cMWb0kENJkbatmQ0pz8McY0ZL0QkN8FAJ2gp5TfCEUTLUGG391zAvi9rhBBsfOghtnT4SVjyFc4PbQD8fpr3/p43L45Gsj8EnOgF3yuEDI0EK9rZdrSTfueuKRggs68JTE0gtyGr/oet/r4xm8R2A8fT4ckmFcFYwNCdHIbCb4Ts984QwkvgxIfITieY+8Bggc7TGJNzMUxfgME71HBXYE0rpeTqNSy66hY8LRV0EqStrpHOll3s2NTJ4YCBm+5YQ4LZx47tFXhLZhOoz6TsSCV7j0qyBjWACVlgbgLMdILpza0EE0sJVtvw9yyHsh14q3vYf8hI1Qk44YGmEHQ0wnNlsFN4qQr2suONBhytDdi6/TS7bfTVuzlR04hn/ecwpjlBRLZEFWAKIY+8CEdSmbraSvrprRhaPBz/7etcuyAvzqs6QBaw2WDgd5vLKavqoqy7GWOvGuw0oYSmAiWmB/Z42d8OVRWt+DoFvmB0kQRloa1KhNZqaA7FFqjVT7kfdrR3Iz3lUH8CV5GZWlsac66+Hvfeuv444iERqCjUAKrAwYVOH3hRw5Wc8O8LgO8C18+CO28EGexl2dr76VuxiOSFq5i7LBFbifsCj3oJGFt368ZBDSQ2EYMRJYSIRRxdMZ3BBWwT0zNPCPEDIcQdgwJyonrepJR7w6G3k6K36IRFBjlyYi+NFyl6rA04tRX8H1jxPRGgpx5a29U/uhXVhy+twI+hYicEEwjUtmKpHrs4rw7gZKOyIIOoh+6p4Tc5j53d8MK2Drb+fhuhkusQGekqxNDvAYcNZqzHXLhOddUYglDDHp59fRvt+59m3+u7aHn7CC1t5eR1urnCBimhEC+8s5duYwpTVk3n8OH9tL37NlUvvo6hys0nEaa1G3CYYKcF0q60EioxcOQ3j0OoBvbtxb/zVYzFN1B8ph0ZUGLhBF4H3gnCNQlQXNGA0Qh76iG7wIg7IYPewiLsWGhr7uTY5h343CbOGVgJK8bMInzrr8PumEPn0Wr2v/cOrzV4eO1otPIMsXGFAUqbQxQk9XAkCL7OFLzyXPHrQUWg/vA49HRAZ7Ofw3t8fDiME+xDYH87JIQDY+KZ1rIAs2vBV1mH37WaVk+rqv3Q3kWGI0gBw7tJbajzTwdunTs2NVf7W8LdDdwB3LEAVudbueahZKZMvwdXhgtnrZWyzmqsC+diCg6uCTRBGQORFEIsjvJxG7AuhjNYR9gYG4Yhu4AM0x0kLndvrF1AHgr/lEKIclSD4k1CiF9IKf8sngNqYsRiY/1fv0HLn/v5/Oc+x9uvvjqmuw8A/90I/7KlC/s8A4H3Q7jr1LI0IEtCz+YuEjbMgYCkuWobtVbfmHZVj0xukagRWzxjAh8w/2orh2q3kxJYA93dSLGMYKgRk90Ohu2YTdPBaED9N58f99jb4+QLM3NoCFpIs9ixLm8j29zHvpMZ1OYGMDUEyUyw0dFWz6GDUFSURl/qVIwnTxNwFdESEZpiAvr8MKMbxIk+jpgkLnsf7q37sWROp+9oO0mhf+XHrwb4IPxdU1EDBj/wixqVLGJFRUx2nfRTaG3GMTUJ65w5mDmDrfAaROrgeWwjMuk2esrbafvZqxw8HSJdQnNvd9yW/3Q7nOxVc8OlM8HbDa094Mks5uCRfSRlmM/6FR2o++hEeNsf9cFdHmiXw6dXBIATIZjeq1yvb8Vxfj7gmBcWlbWSNKeBU1tbyZONvPTRYfY4/Of0OI1GIpCZCbJbFXuaboQDFxh8YkD9DUMJ4LSD4et3k7pyJaG+p6grP0LuteuxrisgJ302WZYQfdkzL+yAl4L+ijsXTirnd+hwAwghXFJKd7SNhBDrgGeBpSPsfzRdQB6McV0gdpF8Xkp5T3hUsBblcn8AIDwJ+xiqg84WKWU83hPNCJjNZl545ZWz71tbW7ly/nwa6uouaL8B4IABGvaAvTdE2z54PPyXqwPe8MKf1nhJbTiC0Z5Fe6sfapWfIh7bxMbFKxDtA3qO9PHVFU3IwEHMts/S2foqBg8Icya23NuBgPKBGqIkBsgQiekGZuVl8PPf/oRMq5ellS30TXfgbvcwc1EWhtpEGroauGntldiTiilO7OUHT/wYW3IJaZ42lrnsnHT34kFJ8Gw7tDuhqhx8hUHMa6+j2phIjtGIaeGNHH/x//JMt5p/hYGeH/0EUdaZHbDb4MOmTu6/uoTckhKSS+bQ4WkiFJwzyEMfxDY9jz4ZoHn6FSR8VMFxSVzzx0bg9jS4owgONoC7DlyNkJfpoqHYj/N4JbNXXkN32Q5s+PGGz3Pwc/T5GEdRHahAl7I4zhGUIL0WhOU7jzJz2hFmFAreevcUpl17aauK7V5z+eH+VXC8Co4ElTUfyxzlUIRQlYe6nJB2/Xzy7vkP6NiLufQJbvird9h90ktB+hwS67dSX3OQyjMp5F9/AQe8VIxN5Korymf9gpbK0EE0LimlW4gRHeLPx5u7H6Mb9yyxDjQfgrOu1B+GqxoYUJWpvoty878AtIdr5f3i05gCcilIS0ujLJyX6ZGSl15/fcRthvojHwjCA0fg++/A7zwq+KCfauDlcgh0vIu/5jSJqfN55mjswzVQD58+Rte0NBZswI49YK9qx9b2Ehj+GXtPAKP9ajrKa5GUgdkEpiEy50QQ0nKpq/mQW++8nZI5gv2HrDz5aieeMyGcVhMBRxZ/+Vc3sX/fUYpycvD6XHz5T/+K+778FbqaezEW53MfsNxh4EYjLEi1c/ViZe14QkH2Hauhfs9WfvfaT3npj09S8xYEIx4+0ebPzKiB/JdmwEJHDz0BDwd2vckHm94iL2cK3vZ68HWC7KQ/6CvU28DBA0cJpoRoscVfK3VZIhROAePcudz0+et48DYjG27OYc71meQ5rmBXo5/Z0/KpaVRH7E+1uJDY63YGWobFSggwSKirsSJfeZLE3fX4jh2gy+SnNQbLZz6QZ4Kt4fJ6RoOyiC8ECXQmgssK5rnXYzS1YzR5MNj8YEkgL81KU00Z+w/Vk5q9gsTOoQrnTSDim5NMF0LsjnhFujPdnD811/8+6uNECHHXoDnMoU9zonQBkVJGzUWRUu6TUj4SIZr9QTulKBNYc5FZf9NNZwWzqbubK5YvP7vMinIvDTXvEkDlrL3eAY8NsgBswBkB3v2l0FtGysEDLBAqWTtWPMTvQo2HFCDLq2p7UuiGnnkEj1TQu/Vx0lJTMVlmoyRnqNvcDHyCLSPIf/3kXTwHrPSsKOCzS3O48g4nttSpfHXDDfgDi/nabSV0tDbR3NfHiRPluDvcLJpzFdMWLePO793P3avSmD/Fhrz6Ns6cTiYE7KqFzqCdvaWlvHOgmaM7yniTc63HaBa0H2UR/W6famRc2+7DkLGYohnXQqCB2l17wWcEfw2EAup7+FNYVOwjZd5cml2xp0H0k+2HrLRsDB2pJEoHaXfnkjk9QOCEg4TF13HvX3yZ93bspcbjJT18fhcaU9ZH/GIOsAcoq2ml1pJGVacJcfVqDpZ5WBHD0+wUcLIdbl0NJ1MgJ+PC21w5gDNdcLDbzPKEWnDkIQxAqAny78HaVkXNG0+RMGcqb75VhcsQS8n0cSa+FJAWKeXSiNdjEXuKjDLrxwUQzdUatvLO+3w8GdOKO4MszbiqGmguHIfDwdYdO86K5subN7PA4RiyTZJEpWNEi7HoBU74of7ZXeBuJuSFAjvcFMcd058znTnsWqOnDSh2gsiHQIMJeuoQbYcIVLRCyjyiV4GNJAQiG2fZFBwhH219PaQb6vj19i5e+7AIr3MezqRclk4poc+6mEDtAeaVFJOakUEQQU1bG9OLCiDTyXUPPMJ1N6/gti9ci5i2FH++kW5p5vrbMtn/yX56LJlY8ly85Y8totIK+CU0V8HLL73F6mnNVHy8m2ef3kantY+uvkYQSRDqhkAfxqzpmFxw4O03Kb02K67WWCnAsvlwMns2lpWfoeRPirHc/hcYbriVvJkOHv/Pn5LnC1Hd0KLcyhn2ce2Q1Ackt0Hd3pM0bv4jm594gVTgwxhGY1ebYGUx+Lvh9jXQaL0wS9KOclVPAT5z84241i/BYDiDSMgA4xSMhiCuq2/mvV7Bjuoeir90H09VjbbR3CVmDFJApJR7OV/0UlFxLdFYDJRE5FM+EPF+WDfpuHQBibfG3UiM9f40w3P12rW81d1NrZR0BAJ869vfjnlbM5BmhrxlIfCnUpeUSJWEzTGahSbUzZVCbNm+lvA2RagHzki5c4uAvxSQ2QMVW8F3MojfN4fmous5bE3FZ2yNmllzLkGkN4OGKXOYdeV0etKKmbnYR3Ga5Dvfu5tEcyN7Tp7gk+rTJGT2UiyyyC7OpGT6LFzOBJbPm0eOJZnMmdPJmtfEtHkrKXv+HRbefANV+VNYVmLg8IcBLBRz+22fo8FvZSmxJWkFgXYf7O2CK6cXUHu6kqxpFowmwfZXt2MxGcHoBGkCaQBMGAoW4iqcw7VL1zA7hmP0MwfYXGthZvZUls5LRxTMBW8OhvQl9NaasZTm8G9PPM49n7+ZGcUF9PXKce908dMg4IaTHth7yksbMfy5UZcrrQeyLCZaE/NJF1B4AU3NrSiLutNmI9QtCXxSiVHUgb0CQmUYjLU0/vH3zGjqwG+30dp2GEvhWDe/uwiMbQrIY4PyItcDZwsECCFK+pf351L2v1DRre7w+yGn2cezC8j6eHd4ifeniRGj0cj3H3nkrJXZ0NXFymuuGXp9IN0IxukGvO/6SDxj4vP5sVuFdtSd6SW2MPsS4CbgflTE43AVa7NQfRinOFQHCqMN+MSPr72UOk8BDqcZqz22fGHhKmbuhi+S4woSamzmtZ97mecMsuXl3UxbeAUrrrqWxTOTyUhZTlFxIeUvPYmnvQ1pNLHgiqVYuzqxzPwMNNoRi64gf9oc3j1wjMZOyJyRTmVVLQfOnOa9P/yM0vZGtsV0VgNpFl0SLIl2fvHUbt7478e49noLs6xHCTV3QsAHnh0QqoXATmp//hx5M7wcqtwdV8xFRwLMW7OI7JR0glMSMBus0FWJOPQRoRwXztRS8gvm0u3uoMjppNVzkZJ346AZeLwSjlerPMsyYiv+kuaFbjf0LUnDdaKTI7VwRe7oz8MNZBphVo6LqVfPwbq8BAJesEwBQy74m0helUPvwiw8Te/z9huvU2C4OFW0xpwxEkkp5UMoa/AuIcSDqI4dkXOO64iSNxm2JO8Ob/ugEMIVbf8XuwvISDEVQgjxTLw7HWpf6F6UEwan08k7H3xw9v1zzzzDV7/wBZBKXGaiEsWNKWnIz/5vzO9+zE9+8gd60wPnh2RGYRrKZdtDbJGD3UAuSgDnAq8Nsd584KtAgoDPzIaAEzpcZqrdHXgrytm57RMyavax5M/ui+GonSDK6W3cQ6G7id4MKx+9D/WVXpI7yum2JuEyncI+LR2j9zjkFtHaYEKEPMyaOpvCBDOzE69GHv8jlNxMyOKnypTEDesWke5v5KMDZWQUJ5IRdGD+pIrXbPElzgP0BeDt948xLwGmrk3l2Du1hIwLkCf2QL4HunrAmYzs7qC1dC6d3iNUbqsctutHLiqC+SzZkJiayaq7rsPSUQHJiyBhKaI3g878WsqfeRTn9Om88Pyb5BeW0p9QM570oJ54WSj3q5HYzukDYF0WeLphT0M+t885ir15xM2iYkLV6LWbrDhqW+ne9TbMugbpKkE43wHjHRCaSl/zP2FsLmeGKwOPJ0CnHGkaYAIwdikganeqA8dQyx5DWXwxfR5JRBeQEYucSykfEUJIIcTfSSn/I4bTBkYQSSnlZAhU1owBd2/YwN0bNgAQCoV45o47OP3uKxgS8vC/0QhlDZwWTrqC7hH3lW4AkwBzUPUOLGPkQJIM4NoEmGMFe5tyuw5OD0gFVgE35ULqEoFptUTOTqf755283ASuHe9QX1WHozgXRDcjT5jYEd5OAsmz2FvRhT33OL4++LAbvnnVWq5bk0lx3hre2vIBS1ITMPh7WZI9DduCmciMQrq6PKQWOwi2dIBswyrzcfZVc6jsFMKVhbF9D7NvyOaDLUfZB2SP0gDrBFr9cKaimvmFb2O74ouIj38KU/4K8q+H7lr8ASd+j5mq3e20TZ9CwoGT5+yjf3Q6BzWX+9UkeKoTjDYrFouVJXNXkJxuxexcCubZQAf+nAUc7zxG/rWLOHSgnMVzSzhT24SZCw92GQu6GUhzsTAQaWtCeS+iDc4cwCIrfPxOL3kLAlS+CG/G0lsrCgGg1Abkmli9YAmlq5cRzFlJ17Z6Um++DwIHCXXt4OPffUTdTh9tQTOz1l1HV8ckqbMy3iOh2Fgvpbwh1pWllD+M1/Ab76kFzQTEYDDwhZdf5h87JebP7yP5z/+e/Y7pzJ0+h+Qh+uVFYguBMagkqp2RC1gLYBZQMAVSS2GWQyWzR04VGYC/ngL/dAtkfj8V+/c/g/m21ZgL59HVYSbHl4Dd3UjuNevpM86BmujFAwaQEDAi7UW01R6lvbMWw27Iy4Z//VI6sqaCV57egbWrk7XTcphx83qy7cnYc5KRwsmJ93eQn9YNhqNY8xZidhmBPhbNW8M1C1eRaHLx0N/9OU/9rowsk6rwciHhGuU++OiTLl569jS1u/5IvcGI31YEp/4BQjbaNr1MZd0OVq7ykWsUZztclKDClwpRg4wAkGOCN/3whSI7d6xx8a2vf4vVS0vAMRfSpgJmMCQjTAGWOQ6Q7uglJ1ky1ZFERUUjfUw8t1AvUGiAWUYV+TFUddQawOKCjPQ8mj+uItciyIxjTjIRuJ6BaQdHeh72Gi+Vx6sozrHRI+wkrl4E/n3QcozOd35C+7s+9rQAhTa2bH0fY0E8ZfzHCd0F5CxaJDUjIgxGbvj3n/Doix+yrVZy511D1ybuLx4wxwB2odxhI7kYHYDLAdOWgnMq+HLVQy8y6jAdWF4A4q6/xnzFRph2FyTcSKCsnGq7lUOeXnZ9dILdLz9N9/Z9hIJ9DG9JBsAcwhg6g0sGuPnKFN49Dieb4UR3EoXT8lh45Wr67AESSmcTavZjShTY8wvISE+hra6Wbe/sxeRcgrAWQ+IVmBMkYlkWhhYjh8qq+O22Q2Qnu0i2+8lNvTCR9KGKobd2Gah88TTerkLaPnkZX08W3Y/fz8FPniDBJekT+yjpKucMSsTyUGk7+cAqC6RnwaxFBr6yajaORekcPhxiYW8zxoRGzAYHmMKuQCOYDInUvVBGb5mf5DMtPLFp+9l5v6FmfOPNexxLqkLQF1RTBTOIHvzVBiS1gr/5GDMMXl5vEbTFYRbPQv0tSoBUAzR5O7jvs9fSYha8ccyA/2A52MDf4YLAi7Qcq+VAQHVKeeeDLpauKcVqH3093UtJMBTba5yZ0F1ANJ9Sfv/cc2cDgGrdbj5/771nl3lRg0tDCNKlKlk20jPIByxJBN9S4GoonA1Tzerm7I9YzDDCrsQUxHVpUPplsN4A6fPB5KXnZDfH+gzsqpT4TrfRF/IQ9LzF8LOhRgj0EexJJqtAsHNHHWkSvE4DywtX0O214GrpoP10J4mZWfS2NBEgAVtWLsLXxM13LOPKNWsQMh+sZlW0IGUqiRlLmLr2Wv7XX95PurWd/KqT9EgXh0cYKaQwsmXWB3xQG+K/yuDw71/lrffepHN7ObXeRbx5MMD7r33A2++ncPignwyUBdmMipb7xzxYkAFZiXDj8kV0pqZhTSnk57/4EY75AYw5OWCMbH9sglA9Jcvncqi8nOINGzAbz02qiTZXcyGVay4UMzArA9x2VXQ8i/OvqR94+Qwk7oNHD8NKQ4iWGEXSgKqRZjDBNRaYIoG0VMTSVRSVFJA/bQ4NU/oIHNqNASd9H/swnoIP69Xg4af3wA1LBTeuWD1WX/miMXkMyVFxybqAaDQkJyfz33/4w1nR3HP0KJmo4d0RYgtU8QNdNvB3WyEjEV8GrE8Z6GCfATxwLVx5x0w87elAGohUCLTQs7mPg+4+miWkGeFEK+yubaJ795vQPdz/gh/6usDq58zeLaTXBmj1QUkG7GnpxG+0kLpiJTmL5mIw15KY7MFaMg2jwQTOLkwJpciuAFitqMezEbCB2YTJuZPkir18Yf16TifYqWyrI3WEEF8HqhPKcEiUhd0LPNUKLU+f5of/9iLPvf5jPqk+Stq+GjY9eQhvp/rHTkUFUOUB79bCmrlO/vm+UpIypvDlL13Nmtu/TvGUXtJyVoJtcB1qgbBfRc81N7Fq2TLsfRXMnMY5AUHjmSsZjakCTjdDooCriR6J7QN2B+GgDbLzYGs7VMf4RWYQ7mBihhYDzDCDIxDixf95mZyb76G7rhmnbRXklhDq8hOa+x/YrnJgAVwp4M/LIcV5C2U1oymhcOkZo05ZFxvXxd5Gi6RmTJkxaxZ7pOS3UnIkFOJzX/xiTNtlF0BKmp1gmpVuewJtARX7bUa5Kb2zsij2TMOZuAz8XYABAkYcs5KZliCYXmil1g+dJqipd1O7vRtfm3uIo/nBXwbmIDWvbWHn86/Tlq2sroBH4nWZWEgAk7eH6ldeQPjdiEQHZtmE0WHC3NZMcNfrOPJyQAye0DJjttxG3oZ7yaio4ZbeLmxd0DSMiWUAUjLVfFkMU74EgU+AX3TA653w+z1w+nSQ/d1wawIc6lCSnYVyOSYKWDbXzryf/m8KP/8QV37u62SkLWNlYQB7znWY5xaA6XxJ8XV5SOht51RFGe98fJJPjsdwcuNItYSQE8p6IDcD/iVFlQAbzGkJh6rh6BFIjsMU6gOsAk4aIU3CKR/MvGoebcJCXdVBXKkhLKY+pNmJt7oWU4aP0/syWbQAzA4DZ2QBrR1W8rIvtBDexWcSWZIXvQuIFknNRUMIwW+efPKslXmmqYnsnJzz1ksE6qoFvQlXUs8X8a6fSV1yAs0oa2WVBUpLS0hd3IvZ/glYs9SGxsXUNWQhrsqkyt3HFcnQ3gtngvCjF06xf8svCPl9DMTW+iHkg2AXtJ7A3/wk1iQrH1X6+fknyjU8SwicwojIbyAQqMEsQ0hDBuaMAkifT7C5Gn9HIsZMA7QeI2pwkMmMwEnK/V9nzV0lI/p2EoFVEm7PV1ZfOiP/YxpQVl0FUNun3Jw7g9DUNhDpaUYF6vjNsGyZF0PBTYiir5CQm0hqURaWWZ/D7EwH25UgzneeGix+jPWn2Zht4Ms5dlbA2YCgSCZKAI8HVaXv/rnwxe/A/Pvge4bzBx7tQLVHzU/ujGP/JmBBMqxdARkp8IDNSJunj2AwSFdlN1NLJK29HkKOOWw/0UjvmUYyr8onuRbWLJ7L3Ru8JE9LJcmQPVZf+aIySSzJcuA7KOGL5fVd4gz2uVi1pzWa88jIyKAsonvJf//yl/zNN79JCiHqEizYZs4g50gFNc6luGY7OHhmGwagKgmWXHUTzF0PltlgNgImMGeSkNZBQ0UjLWVwILzfFGB7F1yx7TFMOfksuO7LGEkEs09VF+/cBPTgr3Hyyk/+lZmFcPCAEp0eQ4jPz2nHeCoLe+8xskqmgiEVCIHnEFiSYe5UkKdVX6yhJMJsx2ioINBczVyglqFH3X3ATqt6wC+1gqdPlQ5pHGabds4vp9YKPIFyTzejxKEG6AmBdVopRlMpmHvBNQWzTAMhhp2dMVnTSb1lKrOeeg73mR6SUEWZ9w1aL64JnotIFmDyQn6OAcftazF7yygoO8Nf74JHGgcKNEjUtTUwdGPoaHQC+/MgtUyQ2CbpSA7irqvFjIX8UheBYDZZ2Xm0tlaTumAxXQYvfLiHuasz6U7z09R1P1OmrsVimfjRrf2W5CRgwnQBiXagrwshrhtNmR+NBuDr3/gGncEgR4OS7x3qIdiRgiHHhPHUGYpby7gWFW5/61oHp2pSYH8tGE0MjO16qK5IoCoh/5zI0f5GvhW1AWreew1v+Q/xdz6N9G8D7BCA4Ou/patiE4ePd1LzthKqEDDfD0UZHuzugxQuWY63tgk664F0cC3BZLNDWwW95X58rz8NvqGSH00YjG689vQRGwvnAUdroLoBfCGV7L+Y4RNYUlC5pINpRgmyG5VnehLINYHtls+C2YCyBbNBmAHzwM/zxD4IpgCmFA/Jd6aRMQvmCLiGcy2zieQ47AOucsC0hSbMmcWQX0r6GgszFyrrOpL+IhexFojLR6XR5AWhoUYycxEEHUmsv2UDd37tNjpP1lH5wSGq9+3GZkogLasPh6Weti4/i+74ExYvuZW8ovV4a+oRHY0jHW7cia+++fgxYbqADMFSVJHayPZYd2jR1IwGYTDgWPVPWK57gSl/9zZ3v7ib7sIs6oxQKEtZNGMaZJSq0ML+mNeuNjJTa2jd03RegFAr0PthL03Pvcuex35D44v/Q4AEoALfgSOc+bCFmu1lTK/08bpPWRZ9QNACfVt2kn97DibHDhyzSvEb89RSWYlwJIO5leM79+BzLEUOaYuYwJCDKblxxAdJHVCUCPkCKv2qM0Ybw+eXtqMEMBpdqOLyNxPulLLAAdmrGPh3j5blGOlU8qu9SIHIWont6yuZujqVpQshP1HJrClizYmCG6joAUO3DazXQWg5jkWlJK41M802cr7ucHShAqs6K+Ga+2/j+HE75mwbBz7cyn/94AnagxaSS0I01LVw/NAxfD0FtH6wl9ZdkICN4pUL6W2tx1GajjM1a0y+78VkEs1JXnRG7W6VUn4D+MagRswvAFIIUY4S0F9KKQ8MsxuNJiq2nFy+U9lA/5DPXVWOK6eAgaQQA93ddfzivT5qzT7MnPvAloBHwun8JJz7rDgynXQ98SpNyadJe/B/eLEphMEg+Bgljk5UI2ADqN7lvsOE2l1YcnPo6/HgsDaDOQu8B+lrb8DuqcO23IUQQ4mkHwJG8kpLmWY+xe5h1KQX6OmG+VKJ2/5kI3M7gpxiILdScL5bMw1oirK/EMqNOD8PXALK11/DtQl5xFYCHNRjwQ7BNuh1IFyrSbvWyjLvM9gq+shioGl0Gsoqmyid1guA5Hw/BOtVmlBuA25rB19Kq+Ox2qEHFpEMvpfMqLxIA7BOQs27OzB09LKrPR3LTMlnSm/GnppGY0cKptwC8p02mk68R12SmZAtAP5CvI1OCq66EhqrwDr+tW9j4dMggLFwwYE7URoxL0NNWywD9gkhdgkhRmrqoNEMi6uwBMznPuT9zT14WnwcbYtu0ezrgSpTFmcOVfP8k0+TbRa8/F+v8MuGEG4rbOmSVKBEqgNlIR2qgMMnwJ62HnPJSiyGMpyuU8AR/B21NH98grZXf0/9R/s5/fxPkA2vgt8Lgf4ziAhlCFTQ8N6pmBpV+0LhVA0DTEswMB/4MiqNIwNVI3Qw0QSyHyvQWgydGS5u/eKfq7ncmBGAAczpYL8arPfAvGkk3upixp+oZP3+dJUGJo5AgrLCu4z5YPoCGGdB0je45vqvcc0qWBnHfiLds3bU4GWWFY4HIdTVTG422Lp7Sem20FBZzvTCAtKnLcYR9JFWYCEtXXLd0kSy5iZhzE4i/cqrMDedwdx2BlKKx/IrXxT6S7dOgsCdi86YR7eGRfMeVNFZA6rq+t6xPo5G41p8Jz/Z3cO//OznWK3nO9POAMt7TzDzATO3fuuLtBmOMtMQ4Lle+E0LnAyp6NB+OoHtQM71WQTyEgmQgXQtRAY68Oz003WmihN7j1HtWM7re49z9P/bR8f7W6k6fAR/VysE/SCDKMn2ETJ5cbrS+SQGn2QzqgF2eggS6vzUoFzGs1GWWjzVPgWQaISpy1K45k9uINEgwRSPszFsQwRQ85jCijnnBgy5K3Bm2kgmtlSV8cAAOOdeA3SBIQlceaQUrSG4aAGdMRrSfs59MKairn91H7hKIXcW/LIBpq1ZSXNvPUlFRWQWZDJtZhFzZqUhKypoPNlC8J03uXJDHumrZmC2mCF7Fiy8MTyvPvHR7lbFhQTuLAzPQ/6dEKI4yioSzlZ/3yCE+MFoj6XRDMcDf/ZntHq9eKSkKxTi3vtUBxAD8LPt8ORv/fzu8d/xF997jbe3QndIPf+jBW00GqAotZuQeSniVIhQ0EGoejcUFFB94DiHT5bzxivv4Ouq4i0PHAw1c2zLCwTbW8HXB4FW8DeDv4Zg39s02juG7cjRj0AJthWVEpIMZAhYJJRV0996LBYk4HKa+ffnQqy555uIKYUxbhl5NjI8GeMHkwlEEmbnWoTJQgkT14JINgA9pUARmM0YDYnIajPm2hm0xFEzL9IhugxYAiwWUN4OLc1qrrelcRdHPq7A7+vlxLtvsOetF2juhG0HGhCNVRiW5WCY90XMxtlqkGKaPJKiLckBLsSS/HvUAOsbwOmwW/UHQog7hRB3EpHHG+5OPVHSqTSXMUIIfvn443ikpFNKtlRW4hFZ7D8oEa1QGbFutK5+phB0p+Rid6Yis+wY2w5jnPX3nKisZsuZQ6xcl8P0QD3HvZIiB+x9+S3cVsBiRAbLwHccgs8DVciDm/n4tD+mCEo/qu5tDVAPGFNBOKFBqjnTaaho1liMIScQMNu4d1Yu7k8OYhalMWwViVQnFJLhI4bAnAD2nfg6lVk8EbqARONwCD7c/z4Y1ePbYLBgzEvEvOFuVgxV9XwYHMBx1OVol1Av4Uy7ShdK7qtn3ZoE6pvcSJuThsoG+qxm5pfmMTXfRaJrHuaSW8DUA8ICwo4ank2UpJnh0Zak4kJEcpOU8jtSyqmo/+HnUME7/41K2PwBQFg4i1HeI43mkpJfWMhbNQ180iF5rS3EzX/5l8OuHwRqft1M0GeDpERafNOgbzvSK3CG3uSx37zCx23Q5YEneiBYGaQ0zcC72z8Ak1G1mDDeAtKFN/AnvLEn9nNtCb/sgK8L9veq+lkZwA0uuDNRWTAjsTgXcq5eQfHcHKZNl8T/UA6BuQsMfajY2y4IpkOVjdbOXj7kwoq1X0zqgGvvWQ4iLONmM2amYjWl0hBn30gj6npbUdaAAFLboaNSzcX+6AN4/p0ecrLTmXrl1azb8FVKpy7m9NEy2nxezDOmhgOJI4c2JiaDvTBZUkAuBRcikpvDArhQSlkupXxESrk03B16mZRyf3i9JSgBPX3BZ6vRXABCCP7vf/7n2QpAlS0tpKSmnrOOE2hq6uK93/8aerpwTc3DfWA/h176KcaOqUyvaSAnqYtK1FzVkSoDzd0hrEdPEAj61R78ndDTRM3//BF/HFEtNajcvWbAvAhuugUyslXeZJ8TMhcaona2GMz+Buioq+GEzIHpXwXzcPORrRDqIVybB/w94OsGmQgBK/hTwb8HQi34XZlYmqDAEr3yzkTAAHQ3ngIR8WhLsJI5bwbewOBsyaERqAGTBzVQeR94HagNqBIvtSjhTDP10lR+ikx/Nw11Z7BZAqzc8EWm5rZDbzqIzvBZ9Q9UYo0wHl90CsgAoxZJKeUZKeV3UVHgw613fVg0XxztsTSai0FaWhrVra1nRfO7/+f/YANe3xXA7rNRX3aMvVvepLcR5hc6WWSXNDdK/mdbB72AdIDfKDj82iZsc2cQPPMC/tNPEvBspvvUr/nwWU9Ul+5wOFCdNrpbwF8JuQG4OQVWJENJNdxvN1E0jDkpgOQEuC4ljUXpHtRjfgjLJdgM/hPg3w1dbyD9ZQQ6DoP7GATOgKkaOAYNyfi9bXT/+CccAw77lMU2EXGYwWN2QNBLpJ1j8Hm55TOFjOR4jhxOOFEFBIKo77sbqJWwB+VuzTVBYiJMW2LjRPN+crvb6dn2Psb6NzAv/y6+jkQCbiNqVnniW4+RaJEcYCxSQLaMxYloNOPNP/zTP3FMSn7dJln51z/AFEgkfQp0nNxMTiYIPqHKO5Brd6wHujuDtCSl0nmmljf/dhs9b3qpP1RF10Mv0eOJPz2iF0hOgtpaSOiAZVPt3HujC2cggemzbIRmZ7AkL52ciKd5ZKykBPxGE2JZDovW3AfB/g4l5yMD1Xie+x6df/dtal78L0RPJ9IyFX9zJ3g9IJMh5CbQ+xrs+T5Vood3dqlKPhO1sFqjH1KKZoLRz4DVJsCQRI/HT/4I20vUQEWihhdmVE1fibK1P0SlmQSAhiDIkAt7bw6GhCUYmk9hzbJjXvIAwpWMbHAjTQlMNoHsRwfuKHSBc40mCma7nSmfvY8Z877GvO9sIfNPn+J4fSqzwmGPFpSlsasHzPZC/vevnqRqejZ7/vAbWt55iR9tg//0qyCcePCgigrNWqSm1Srt6fTu6SBjpiS9aDrXL85iUUYXwqgi4wTn1h+1AInWANteeRtLXxcGaoj+by7xnTzIH//+AzbV7uXUDuitaFdddN2VyEASBALQ9iNkw+M0PPcWu1+ExZUDKRETkYVFYLFnQSg94lMTiDNMsbsYKY3fh0q5AWXROzm3kXRkwNLSBMjpdmM6uZXM/c+ReMPd2GfYEGYjsseANLqQbXVhg3Zy2VzakhxAi6RGEwMmazpfeLqZ74Rds//2s5+BwUCW08TeU8e5YkUJH7z/HM+eaeKBH9fwUkAF4cRLDtDVBv5dkJcPS5a5sKVK8lN6sczzkuDoYsdJE1OcdqoZmOmyo6rCzAScSVDvT8Sa5sDomBL9QKEA3ne3UdkV5INtAWzz0pBVbmTFGxCyEOj0QtcJ/Js/oW+nkfodnZysh1dRrsfhZjkjCgdeclrrwFNpheCgYKWQnfyb8pkVx758qATvhiGWV3pA2qCltZe0+d0YkmxgvQYwE+jwsOt4Gd5AAcheJuOjVluSisn3l9NoJgDf+OY3qQ8G2d3l5/nX3iKrt4ecAKTPAJGjgm9GE+jfDZwC2kPQ3g0eAnS4wLR0LtYkD1ndXu64JpsbvnQVbai0ERNwBTDVBKEE8NXAt9cvxTElN7xGFIJerOsc7GkLYW2Bhl1vEkjeSciXD0XXEDxxCu+Rpwme6mD792v4+TE4DFShaqQOl/sZgBHdmhcLix98R0+Fi7lHEGrC5jczNY599TtshwqWsgN5+UZ6TZCUfxMWa2E4kjUIOaUk5diwpxjBaGOyuVy1JTnA5Cj9oNFMYBwJCXzv2Q/Pvv/KyZPcvHwJte3DdFoeAj8qclJIyDoDhTeZ8C+fiWHWrYQa3ie4WJDyXDc7Kk5SCCRawOhTEZg350JVuEC6xVdNqDsRkqKPgyVu3nxuFz7UHOPqjEQsvnqMpXbky/9GYNt2QoY63vsA/rlD5Qpaia1rRiJqkDAeOABrqAK/H8zmfjtHgHEqzuYqmqIVwR2GLlQx+WhUAG9/EuSLC/w4Mp2IszsOQRBS00oJyE7MxsklkDCQAqK5DC1JIcRdQogHhRAlQghX/++D1nkwvN5GIURcXao1mpGYOn06J9q6zlYA+uYIuZmReFCBIvtQ1X9O76zHvH4D/qRcDNZpmKY1UbBiCWaLn8SMJHoF3DofrnOAIQtm372YL37BzqI5yYjkLoZ61PV1HMG+99DZdloVb7fRVb4beeJFeqqO0lh5nKef72RrjTofUPNxI+lLf25hMeNjO+UCnqPlGAmg7N0gEAKjAbOtDnec5v1I/SYDQE2yoMvbDQYfZ0N8OhtJ7KrFdHJLfE0rJxDaklRcdiKJiit4GJWXeQYol1KW9y8UQjwc/ux5KeVjQKkQ4q7xOVXN5Y4QgocjcjMrmpvPy82MpN+15wOcRjC05EPXYkjKRFpngiGd+mY/Hjuk2f3MmQ2lLeCX0H0cnv/jPjwn55NUkI/BWAD+KCIZ6qSv9kVqO3pJQDUrDvT0Etzbh+eHP6Vtzz7KKuEZHxxkSIdtVGYY1EOlkfGpK9MBtFd1IDtOQyA8a+v3Q1cTXlOITvPQ7tPR0AZcPS+VjAwfGINAAPx9YLPQ3HQUv2MRmCZHbmQk2t06wOUokqAGs6VSyhQp5fODlm0c9Nkm4IFLd2qaTzPp6enn5Gb+6P/9P0wmNevRL0ZOYKEB3nRDSk4phHox+4KI4gxYcSdJRflcu/AWEuaUkuxJois5g5VJAsNVM7nmllJKHQ66T7YQatkFlR+owutn6UEGTZx5J8DOfRIfcAjorIbjT9TgD/n45ZY+HqxTeYGHiF6+LxqZwKmQesCOV7GBk0Bfz1H8PafAMA38gqo9u+l77QW8CU2sKx7b4zUDr+3pgfS5DPQOsYLDRdH1f4Exb8HYHvASogN3FJelSEop3ZHWYz/h3peDaQPWXfyz0mjO54H/9b9w+/14pKSur48lS5diAWpCsBg42VsJKdMhcQY4j4HbhD3fwq/f/QSfx0LBullk9/pxT0li0dQuZroE9uwQSSYfgZc/goYWCPUnLvjBb6bz0KucrKzhcKey+IJAow/2dMOJg7BPqvm2ILELJCjB8Ie3Ga9iA83Az9/o5dCLu5Cd7fh66gm622g31tJdBqFKFeQ0lkw/2ggV9RAMP07NJkzBRoS7GmtGwhgf7dKgLckBLkuRDM819s85PhixKBXOa+/nDm/jukSnp9FExWKx8NquXVRJyWEp2bBzJxkFSzBbEsGYAeZvQdBO76FtzJ+SwpmGRoLN2SQsn43dZcF9ykJL62kMnr2ETlXTbRL489rAtwvwg5T4elppPvYW3cdPczB8XAkgIGSG13uU9RgkvoeDQLltZ6Ms4vG0MA4DFm8bPS/9I6KhliRfPQbLQSrKoUKoEmFjFbFoB6ZOh1DArErhhVTijzAVYc7KAOPkFEnQlmQ/l2N062agTUrpBhBCPCqE2Bief3RFWb9fNFMJC2Yk4cCejQCFhfG2HNJoRs/iK66AKyLtngCmdh8yZQlL8100uIMUuDzMcfgJLCrFV28kkJlBSnEqJGYROC0IGq8AXxJmi8RbsRMyZ9Hcc4bH3qs4u1cf0CrBEIKWzoE4k3gegCaUu9WFcnmOZ6xKA/DEdx/lzntTKDC/TJ9tCnVP7qfnMMzrg15zRI/sC6QXePgoLG4+SdF0P+CCUADMragwosn5iO23JDWT5C84kpXXL4jh3we7WTehAnkeQ4ng4KiJ/vdRG8iHxfUxgKVLl06OHjeayxQTYt6fc+U8WOTzcXD/ewTN9TgyEgmV5uFPzANnEEuJmR5/Mt2WZvxHG0nz7oHrE5A2L1vvupWtZcdoSzZAm5JBK6rcmiWoBCb2MuADJKPa/IQY/4drO6pY/LaX2rkzF7btbqLnCLzXrAYEuX5lAcZbV3coCg2QO6UK1YUyCUySgdjeAJOlqHkkOgVkgAkvkuHI02UjrIOU8qGwmLYDKRHC6UYVIwElhK5Bm7vgXKHVaCY6FouFRx5/6+x72bYZ8cbvMC69DkPRuzT+yyt0d+bSZswmqygNOg9S9XYdVRYPJVcsJeWlLYRQZfP6OLfcWrwjQRuqV14LKqR8vEeSEngPKO8Gy3/CJh8kSCVV6UApY5ueUh0yEgx+BjMJKKFMRNnVQeKLDZ5YjPdgZ6Iw4UUyHIk6OEJ1OB4aJHglqOpSSCn3CiHcg9ZPRbloNZpJi0hdh+Xe/viz+wiV/i3tT/yGKTdswGBKUAW+K1+iaM0NHNm+F2+UurKW8Gu4ajrR8KIicjOJv1btxaILVR3oj33KqixF5XDmAx8wdlYkQEFPkM63nsV2/+1gEiD9IEwMVVh+MqDdrQNcVoE7Q1iDdxNuAB3msUF5keuBRy/meWk0lxYD0/70x6x+t4OiW/8M85qb8R88SH1yCqdOHWJ5YTWknZukYQSyUS62eCxBAyrdYxrKhTl0Builo99K7AKOojqx7ENZy9tR7qSxtHaPAomLNqCuojU8mSuY7I9XHbijmPCW5Ch4LBzR6kYNIB+NzIsMu2UfDAtlCXA6Si6lRnP5YEjBse6vuClsaNbufJaeX917drEVJW5W1NxDYxy7DqHkoANlpQ1Vwu1SMpQAlqFmCMc6c3FZseCj537G6nnzMJmngHHyzUEORluSA1x2Ihm2Jh8ZYZ1hl2s0lzN5V97Dye57AGhsbOTbd97Joe3bSXFASk98IglqJHoMlXoxkR2MPpSoW1EPvrGKwE2pkPz2rUNce+cv4aofgpjIVyE2JGNrJYYNl3LCzoZwQORI64OKR9k1ns/sy04kNRpN7GRlZfH7jz46+762upolM2bg6Y191s6EmpM0wNncy4lIv2W0j7ETAAPQlwwrbsxHTFkP/jawZI/R3seXsbIkw6VAd/V77IQQDwsh7hrKgyeEeFRK+UDE+z3h4MxxEcrJ7TTXaDRjSl5BAQ09PXikpDMY5G++/e0Rt7GhUkDMqET9iU4PY2cdCOBAL+RZi/G89Ntwq6zJT38KSCyvGIi5FGg4Q8E96ONHh1r/UqBFUqPRRMVgMPDPjzxyts7s6YYGcnJzz1lnLrAI1aIqyOTpmhhLy69YMAJrAOuxw4QsySAvH5Eci7J0oygFmgqc17mJgTS+S44WSY1GExNZWVmcqq09K5qvb92KD8hOVE+2pYbx6yM5XpQC+blw1Zr1OGetBWEf71MaM8aodmtcpUDDxWCWDCoKs55xTNPTc5IajWZUrFqzhr1SxZLKUIi/ueYqUrd/HL101QQkHVUAIYPRi/usVFi31ITFV4khNQPM7aiM0clNnIE76UKI3RHvH4sIzHFFWX/YUqBSyr39v4eFdB2wJPbTGVu0JanRaC4YYTDw4492UBW2Mt/etg2HwzHepzUkiai51HTgb6yQM4p9zAHmF4AsyUWu3IApbTvIFC6X7ME4LMkWKeXSiFdk5KqbOEuBDuI5YG20rk6XCi2SGo1mzLnq6qtp6u4+65q97vrrx/uUzsEHPDwHXr7XzPSNBXx5dRY3FFhwRqxjILoZ1E+3FXo7nDiX3Iup+gwy9U/Dk7KT/7Hab0mOQTGBUZcCDUfFPhRpWY4H2t2q0WguOq+8/fbZ33t6erhuxQoOHxy/hJEUICcpkYzF92Bu7+KKr6+kpvcZPvrjDv7xXVVqLwPwDLG9CfjOYli4fj5p067A4HJicDdB5uWR/iEZm+Cm0ZYCDRd72dQvkEKIxeMllpN/yKPRaCYVDoeDjw8cOGtlPvXSS1is1kt6DsussPDzSaQt7mLGXy7DuT6L0uWrcSYUkwwsBf7RDF9C9cgcjAtYUAylt6Yic3wYE3PAlc5k7PgxFGNYlm7YUqBCiJLI5UKIdSgh3S2EcIUjXTdcyHe5ELRIajSaceXWz36WNq/3bG7mtx58EIPx4latWWAHOS8F64o/w+j6EuaU+ZgLb2PGZ67nqxmwEFiyFB4oVBZlYsS2FtSD09kAwtmHKTkPvAEQudEONSkZqxQQUKVAgRIhxF3hSjqDS4GuI5wHGQ7U2YQS0fbw6zQ6BUSj0WhUbub3H36YzkAAj5S88MYb5OSMJqxmeKangXnh/WBeAaZUMOditM9l7sqZbNiYx53zoXAK5N8Gd5ohIWJbH7AWcGYbMWbNx2CaBrn5YB7eigz4fdDbMubf5WIwliIJqhSolPL58M/HBi17TEq5Pvy7W0oporzuHqOvFjdaJDUazYTlhs98hlN1dWdds3/7D/9wwfssBhKmmzA4bwRhRblIkzGYJabcNSSuvI5lX0gmeXUJplQr16dC1qB9XAFYiy0IrxloBUMiQxNC9pzCf3o35cdPX/D5Xyp0FxCFFkmNRjNp+L//+q9nBbPR4yE7Ly/ufXiAWddkQjAyRUUANsyGTFy5czHdshyx4U+RS2eROFvJaGSUo80EPenTMDnngbmI4Uq7+7t78b/y//HjB7/PoQO74j7f8WCsLcnJjBZJjUYzKUlISKCspuasaP7q97/HlZIy4nYm4GBXIvijuD6TBcbEUozpi8BoQqSvwnqDkesZSO4zAkVZkNbZAN0GlD01zKNUuDlelkJw7gJs2VPj/p7jhbYkFVokNRrNZcEXvvQlatra8EhJq9fLN771rfPWEagC5zPyS8E2OKLWCKRBzhQMzAPzKswltxAIrWZBKVwbXmsukHIlsOQGSFiFCuWJjt/vp2rrR2zZ9hq5GclkZyUMue5Eoj8FJJbX5Y4WSY1Gc9lhtVr5j5/85KyVuevIERYUFGADVi8roq9oHn55fsCkpJegpwFSpoB4BRKzsCQ0UxtQLbYEyl2bkwFMXQlWC8OlfQROHefgB68QnDGVqgPvkWhLvzhfeIwZw2ICkx5dTECj0Vz2zJo9m4+qqs6+724p5/xHvIGA30hwbzusXXV2mtEw73Z8WQdZ2wr1HlXOrjkwi+Tiqzk37jUKmQk0WLMJAgHDcZLSJ0MzMcWnYb4xFrQlqdFoPnUkpJdgtkTp2GEOYl++EvCBWAKGbMj2kZWVT5aEXlTN1sYEE6GnnobzislEEPRz+lg5dhFg3oKFCMtsHAnOodefQOjAnQG0SGo0Gk0YszkZQ0I+BJuh5xhIE/TYSbA2YUtR4tEJJIa6MNw0FdVmOrpUyGATdu9hTAR5/I9PkW87gcM+eVppaXerQoukRqPRRGI2g206JCwAUwqm0tu48gYjDQEVolNuhiOn6jEKHwR6GKrVdCCYQpfFw/Z3XiHVambrfglicrSl1pbkAFokNRqNZhiEaxFpX+/hB/WSj0+cYIERusrNSFsimLwM+RgNuDEmXc+Cm7+C12wlzz65YkG1JanQgTsajUYTI9OnT+e3vTLiEznEmiEwGKn96H06+4J0NDZSXDR5OoSMVReQywEtkhqNRjNqhnKfGgg0NvHSz36FYdoMDE4nntSxr0F7sehPAdFod6tGo9FcFOxFM1mxdgmt7Y0keNqxte4e71OKCz0nqdCWpEaj0VwMjGa+8v+e4itAKBTC3V4/3mcUM/2BOxotkhqNRnPRMRgMpKbFX4x9vNDu1gG0SGo0Go3mPLQlqdAiqdFoNJpz0JbkAFokNRqNRnMOOgVkAC2SGo1GozkPbUkqtEhqNBqN5hx0dOsAWiQ1Go1Gcx5aJBVaJDUajUZzDjpwZwAtkhqNRqM5D21JKrRIajQajeYctCU5gBZJjUaj0ZyDTgEZQIukRqPRaM5DW5IKLZIajUajOQedAjKAFkmNRqPRnIMWyQG0SGo0Go3mPLS7VaFFUqPRaDTnoC3JAbRIajQajeYcJOAf75OYIExakRRC3AUsk1I+FGXZg0A5kAogpXwsnuUajUbzaUdbkopJJ5JCiHXAYmA9SugGL38Y2CWlfL7/vRDirsj3wy3XaDSaTztjXUwgXsNkIhkyhvE68GiRUm6WUj4C7B1ilY2DBG8T8EAcyzUajeZTTzDG10iEDZNyKeXzYbErDXsCx2T9i82kE8nhEEIsjvJxG7AuluUajUajGQjcGQuRJH7DZEIZMpeVSKJM87ZBn7kBhBCuGJZrNBqNBuVujeU1HPEaJhPRkLncRNIV5bN+UUyNYblGo9F86hlDSzJew2TCGTITInBnpC8vpXTHuCs354td//u2GJZHO7eNwMbwW48Q4kSM5zLepAMt430SlxH6eo49+pqOPTPGYicheLtL/X1iwSaE2B3x/rGIQBtXlPUjDRP3oGXxrn/RGXeR7E/lGGEdoqV6RKGN8y+yC5TQCiGGXR5th+E/9qRLERFC7JZSLh3v87hc0Ndz7NHXdOwZJFajRkp541jsh/gNk3jXv+iMu0iGJ2jHJP1CSrlXCOEe9HEqsDmW5RqNRqMZU+I1TOI2ZC42l9ucJMBjg8KF1wOPxrFco9FoNGOAlHIv57tIhzRM4l3/UjDpRFIIsTicaHoXcI8Q4sHIiKiwW7ZECHFXeL3TkeHEIy2/jJh0LuIJjr6eY4++pmPPRLymwxomQoiSQcsnlCEjpJTjdWyNRqPRfAqIqKBTArgjK+iEgyPvllKuj2X9S40WSY1Go9FohmDcA3c0momEEOJRKeUDgz7TBfM1mk8pWiQnGeEHMqi0mV3hOraDl+sH+igI14wsifKZLpgfB+G8540M3Ge7wwEZ/cv1PRonYZdkPy79f38JkVLq1yR5AY8Oer8HeDDi/cPAXaN9/2l+ocTxYWDToM/bB71fF7nOSMs/bS9UuP6eiPcbgeci3ut7NP5r+uCg94v1//0lvP7jfQL6FeMfSj18Hh702UZUdG7/+/ZBy/UDPfbruzHK9Voc5ZotVmPLkZd/Gl+oKMSNgz5zRfw++Hrpe3Tka7onymeRAw99TS/ia9KlgHyKSQUeFEKUDPq8BHQHlAsh3KP02SiLdMH8+NnIoJw2GU4C1/foqGkTQjzX/ybsen0m/Lu+phcZLZKTBCllObAk/LOf9Qw8kPQDffS4ZPRqHq4on+mC+UMQMYDrz0PeGDGHDvoeHS0PAIuFEO3h69kmB+a89TW9yGiRnETIc4MfXKjRYH8kpivKJvqBPgIjBNm4GeOC+Zc5Z70ccqBhbn9wE+h7dFSEB8aPogJvHubcWteuKJvoazqGaJGcvDwHrI2wLN3oB3pchC0f9zCrjFRHcsLVmRxn+u+jyCLbm4F+a9KNvkfjRgjxKLBXSrkEuBvYGOF+daOv6UVFp4BMQsIj84ciLUsuQgeUTwGLgdSI8Pr1KFfhRmCz1AXz46Uczruf3HDW86Hv0Tjpn1OUUvbfc88LIfYCp8Or6Gt6kdEiOckI1zTc1C+QQojFUsq9+oEeP4PdrEIIgBJ5bg7ZY4NcslEL5g+z/FND+KHsFkKURHg4XP3LAH2Pxk8qA4IIKPerEOL58O/6ml5ktLt1EhGOwkwFdgshXGF34YaIVXQHlFHSXz8SZUk+2B/UIHXB/Hj5AedGTm4AInvB6ns0DsIW5Dn9dsP3ZmQAn76mFxFdu3WSEP7HaI+y6Hkp5d0R6w1bGHgiFQ7WXJ4MimhFDl0dRt+jMRAeDD9AhEUZ7zXT13T0aJHUaDQajWYItLtVo9FoNJoh0CKp0Wg0Gs0QaJHUaDQajWYItEhqNBqNRjMEWiQ1Go1GoxkCLZIajUaj0QyBFkmNJgIhxKbw68GR1x6b412K44wWIcTD/ddkvM9FoxkPdFk6jeZc3JHFGS4W4epJJUzwvn7hikJE9jPUaD5NaEtSoxkBIUSJEOI5IYSMaPt0QUgpN4ernrijHO9hIcSe8PGiNc2NXHddeL09EYXaNRrNGKEtSY1mBMLFuu8WQkhg1yU43kPhWpsbwq+9w6zuCv+8f1BXGI1GMwZoS1KjiYEIi+5Sdk94FBjSOgzX83VfqpPRaD6NaEtSo4mNdUD5cD34wu7O0mH2sam/L2AsSCk3CyEQQqwbYrt14f6Cse5So9HEiRZJjSY21jOCFXmROis8i2rhpfv/aTTjgBZJzWVDuKVQf7ToEinlA+FUDnf/+wvY/TrUvORGVDf49ajekY8Mv9kF8yiwB9Uq6Szh7xp1DjLsGv4VKnp2CgPXZBmwK1q/y/A2Gxhox7Rbz3FqNFokNZcJ4fm5df3WXH9un5RyfTgIZqMQ4qHh3KXD7Lt/PnJ9hNA+H44qfewC9rkOcIUjZqO6YsOd5cuFEHcNErfFQzV3Dm9zN0rw1kWs93z4uqRGWr3hdJSHpJTrIz67SwjhDgctaTSfWnTgjuZy4Z5B7s5UwpZWWCRKRyNmYdaF93PWmguLcv9x4kZKuVdK+YiUUkgpHxphrvJRBlmSMey/PPxzsJA+BDwacf79+39o0Hq/AoZNP9FoPg1okdRcLjw76P1i4GyVmAu0iNYDg+cbl6IKD1wKS+t5YF2/sIWt0FG5QiNcqEvD+yoBSqK4VtcOZalqNJ8mtEhqLgsircR+92g8kaQjsI4IwQ1zyYJpwkK8F7gn/FHJBYpzOWq+koifg4+p5yM1GrRIai5P1jFKS2sww+RH3gM8MxbHiJFIl6v7AvdVghJKIn5qNJooaJHUXBaE3Yb9bAB2RyxzhYNTRsN5+ZFh4XT1uyMvUTm4Z4HF4SCk3SOtPBThc3f3W9lhi9Qd7foMuqYazacSLZKaSU/4AX86XGO13/JzR6yy8QJcr9HyI5cStlTDAjl4PnQsKIkUqbBIbwY2xBOAFBbVSB4G7h/02d3hzyO300E7Gg06BURzeVCOCqzpt4bWAg9HWHgXkuSfyiABIZzgHxagYavwjIZwSshGYIMQ4gcRATSPDlpvHQMu2F8JIR6NUtBgb3g9FypP8uHBA4ZwZZ+Hwsftr01brtM/NBoQUsrxPgeNZsIghHjuUrTKuhQIIaSUckxq1l1O10WjiQftbtVoNBqNZgi0SGo0Go1GMwRaJDWaywwhxGIhxHPh35/TUaoazejRc5IaTQRCiP6iAZsuQfHyCU84mKc/bUTPSWo+dWiR1Gg0Go1mCLS7VaPRaDSaIdAiqdFoNBrNEGiR1Gg0Go1mCLRIajQajUYzBFokNRqNRqMZAi2SGo1Go9EMwf8P7vJinQhSp3MAAAAASUVORK5CYII=\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for idx in np.arange(1, 4, 1):\n", - " ddp_zmin = gold.meta['DDP{}_ZMIN'.format(idx)]\n", - " ddp_zmax = gold.meta['DDP{}_ZMAX'.format(idx)]\n", - "\n", - " isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", - "\n", - " fills = rand['DDP{}_DELTA8'.format(idx)].data[isin]\n", - " pos_slice = pos[isin]\n", - "\n", - " fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", - " pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", - " \n", - " plt.scatter(pos_slice[:,0],\\\n", - " pos_slice[:,1],\\\n", - " c=fills,\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " vmin=0.,\\\n", - " vmax=1.,\\\n", - " cmap='hot')\n", - " \n", - " pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", - " pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", - "\n", - " pl.xlim(100., 800.)\n", - " pl.ylim(-100., 100.)\n", - " \n", - " pl.colorbar(label='DDP{} $\\delta_8$'.format(idx))\n", - " \n", - " plt.title('{}: DDP{}'.format(field, idx))\n", - " plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "id": "7218e9c5", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:08:59.644618Z", - "iopub.status.busy": "2022-03-01T13:08:59.643592Z", - "iopub.status.idle": "2022-03-01T13:08:59.647289Z", - "shell.execute_reply": "2022-03-01T13:08:59.648082Z" - }, - "papermill": { - "duration": 0.093433, - "end_time": "2022-03-01T13:08:59.648339", - "exception": false, - "start_time": "2022-03-01T13:08:59.554906", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "cmap = plt.cm.tab20c\n", - "\n", - "cmaplist = [cmap(i) for i in range(cmap.N)]\n", - "\n", - "cmap = mpl.colors.LinearSegmentedColormap.from_list('Custom cmap', cmaplist, cmap.N)\n", - "\n", - "bounds = np.linspace(0, 9, 10)\n", - "norm = mpl.colors.BoundaryNorm(bounds, cmap.N)" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "id": "9f87845d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:08:59.843507Z", - "iopub.status.busy": "2022-03-01T13:08:59.843027Z", - "iopub.status.idle": "2022-03-01T13:09:08.265317Z", - "shell.execute_reply": "2022-03-01T13:09:08.266159Z" - }, - "papermill": { - "duration": 8.509137, - "end_time": "2022-03-01T13:09:08.266434", - "exception": false, - "start_time": "2022-03-01T13:08:59.757297", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for idx in np.arange(1, 2, 1):\n", - " ddp_zmin = gold.meta['DDP{}_ZMIN'.format(idx)]\n", - " ddp_zmax = gold.meta['DDP{}_ZMAX'.format(idx)]\n", - "\n", - " isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", - " isin = rand['DDP{}_DELTA8_TIER'.format(idx)] > -999\n", - " \n", - " fills = rand['DDP{}_DELTA8_TIER'.format(idx)].data[isin]\n", - " pos_slice = pos[isin]\n", - "\n", - " fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", - " pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", - " \n", - " plt.scatter(pos_slice[:,0],\\\n", - " pos_slice[:,1],\\\n", - " c=fills,\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " cmap=cmap,\\\n", - " norm=norm)\n", - " \n", - " pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", - " pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", - "\n", - " pl.xlim(100., 800.)\n", - " pl.ylim(-100., 100.)\n", - " \n", - " pl.colorbar(label='DDP{} $\\delta_8$'.format(idx))\n", - " \n", - " plt.title('{}: DDP{}'.format(field, idx))" - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "id": "7478d4fb", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:08.464668Z", - "iopub.status.busy": "2022-03-01T13:09:08.464237Z", - "iopub.status.idle": "2022-03-01T13:09:10.616168Z", - "shell.execute_reply": "2022-03-01T13:09:10.616941Z" - }, - "papermill": { - "duration": 2.236043, - "end_time": "2022-03-01T13:09:10.617189", - "exception": false, - "start_time": "2022-03-01T13:09:08.381146", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'DDP2 $\\\\delta_8$')" - ] - }, - "execution_count": 41, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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cvKctXHxLf7fc33HI3z3XVZkq3Q+PQVotqL2e/NzNQ3va/fm5u79Vrm+7Za0uzczc/R+mbiiAcXLjL3FwKl2oa92OrdvWIjUWlpJ632rvX/gaLdswTC2oPeuqGe9L+lrS+5Ku44AmvS7g+FG3P4CZDal8K1XileaerTlwlaQy0FygGxLApni/TrGicYhiUHP330n6nYLqRun1SiGX7v5/E4d9PV3zALSKL3Zx91WpezB17JBS/FPQUtgRGjKHb0hVY/w8Qe5tYydf/1bS7223vuN/7Dd2lZLfn6RlALJaL7C5rKG1i+zUAlestdsw3B5Prm4dJ0ttb+kCJaC9bVRQc/cvJX0o6TuS/mhmfzGzv2hXcv/JhO0DkFAbj8ldPEuFDUP22bpaxpt6f1MBKFV8UyrVz7Vjyu7LrRu9TJa7/6u7/8TdvyHprySdu/vfZLokARxRbaJvbv/+99pqFlvSunJHbltrAOy3l0r1S+JuSqRNcj81d/8yVTwCYJixVYe1C29rcGt9fkuGlN6nfo+nPrRkzLnXb+1mPKWseajF3vkaOEW57sLUPKa4GyxV2MHF742W96IUhHLz9uJ9Ul8iSvvvE6xO6ctHK4IasGC5yrh4snQ8T6rfp1SOf2pa3ovcuFiugCM8vn/va9lZfOzQLDrXduwQ1IAFqHU7poJYL1WMUJtDxjf8nZa5dnFWnBtzTH0O4fHxfqU2YTyCGjCzXAFAGMxy3VrxtviCygWybMgcr9R7Wpozlsqqa+fjy8b+CGrATOIMQHp7bKwUnEpjZy2VjHijFkhy5fvxF5HUex3PUwt/1qZltLYPb2sOamb2PTP7Xun5KRoEnJJUl2LqYpnrnmwp8d76RfHQQTsOWqlsOJeNDa2ETOFLyTDVoGa728z8RdIXkq7N7M9m9t8Su37fzP7ezP7P5K0ENiAOLrmAlNsvfMx8pTemykZbzlGawzckI8Ph1G4S+reSfq7dfdX+SrslsB5K+i9m9k/hvr5bJ/JKLJMFJJUysFJXVm0cDW2GBJfUuFgvN7ZWOgbHU1ul/0LS+9HE6i8lXZnZhZn9QdIP3f3/dc/9+RCNBNZuTMn9kEnBpx7kWv7+LVWO8XuZK/HPHYv51bofsyuFuPulpI8l/S8z+3a3+WbCtgGrlroghs+lLp6px7WL5akHtFa5qsWWbKxUiBM/j3nVgtoXpSfd/drdP5b0KYUiwNviYoK4a7G1uyoVtLiIDjcmm4sz63g8k89heWpB7drM/lqSzOzb/e8xd/+JdjcSvTdp64CVKRUJxN2OucKCIa+DutY5YuHjMICVuoixPMWg5u6/1a6q8WeSfq/dDUNz+/5KuxuE8r8NJy3XrZgas8HhtFaItlSbYj1qhSJ9YJOZXebG14J9r8zsO1M1DlibXDEIAW16Q5cCSy1jlZswTSBbr+bJ17WANnQ/YI1SXYa5SdLxRZOigmm1rgRSOqZWqo/1qWZq0uvVQvrxsl87NwLFCUh9Y48zsJay/LiSkaztOOL3uRa04s+mFNzI5parZUWRn0m6lnTZ/fnazP7ToRsGzCnXLZX6PXURzE2QHlMUgvFKn0Ep4NUCFgFtuWorinyo3Vy09939G5K+I+lvtCvh/3bpWGDNUhWK8ZhMbbyMC9+8UlMm4opGVv/YnlqmdiHpQ3f/o7QbL3P355J+1D0HbFqu4EPKZ26lbZhGOF+sfxyrZWnYplpQ+zpV+OHuX4rSfWxUbrWP0lhMyzYMUxvTqs0FTJ2Dz2X7akHt5hiNaGFmT+duA05DbuJtrpuRLG1/rZlW6hgmRyNUC2qlfxU3qY1m9sPRrckwsyeSbk99XiCltmZj7jmMN3QpsFJ2TOZ82mpB7azwXO5fycNxTUkzM4IZDioVqFLVjDiu2sTquIoxV3GaOxef6TbV5qk9NLMfZZ476zKot7bt36R33JP0TNKdA5wbJyIuwU89Xyrhz2G+2eG0zAEcWoI/5BisUy2oXUt6IulV4/m+K+lne7UoYGb3JP1a0t2pzonTlFsKKTVnaUigIqANU3tvW7ocS59TbfFiAtn21YLaVbdQcbOJuwvP3P2mYUHSC3VTDN57770JXx5rlVvxITXfLFftiP2lim1qSms2ho/j30ttwOmordL/86EnHHNMipk9cPerxte8dPe77n731q1bU7w8Vi41HhYHOi52hzd0Qnpt7IvPDDXNCxofU5ft3czdDqxfrVqRrGx6tTGrWuVi6nfWWkSr5qBmZt8zs8/M7E9m9pfuz5+6bVOvBXlH0m0zu+i6Fh8Gj6mGRLP4AhsvfYXp5TLjnHgh4VR2R0EOWrWu0v9r7aoQX2i3qPFN99SZpA8k/dbM/iDpI59gBf+427H7x3zb3S/3PTe2r7QCSG7C7thCEQyT615sWRmfTA0tqkHNzF5IeubuudL+fr9Hkn6j3YLHk+kytY+0y9QeSbp095spXwPrV6twayg2at4X0yoFNLodMVQxqJnZTyV95u6/rJ3I3T81Mzezn7r7/5iqgV12RoaGrLjrqpRpxfOUCGDTaql2HJIVt2RwQKg2pna/JaD1un0/2K9JwDCpcbP+cSlrI6C1a116KheAUtWorZWoBDQMUQtqX44459djGgKklOaQ1ZZGivfHeEOWmaq956ycj0Oq3npmxDlvRhwDJKWyrXjdv35bjIB2fKlbv5RuDQNM7RDz1PjXikmE3YTxBNzUt32C2LzCzyCVXfMZ4Rj2WaV/ymNwQuIL29CFg8nKliG3AHQqW8sdA0xtn1X6c84k/ddxzcEpiiffpr7R5x4TzOZTmus31fkJghjqEKv0P9qrRdi8sRcquq+Wp+UWMGODEwENYyx9lX5sQKqEu7StVO2IZRu7kj4wlcWu0o/tyBV2lPbHMtQWH46/iOTmBgLHsshV+rENqcWDS0UeXAyXKxes+u18dliKpa7Sj5XJdRPWikBSv1MgMI/auFht7AxYgkWu0o/5DQ0sY5ZRovBjWVJfRsLHuf2AJVn8Kv2YR+vFqvXCN3RuGcHusGpfKHLdxbUvO2TZmFux+zFYpf8XtRO5+6eSnnfH4IS0XsRyQQ/Hl1s9v5Zx1z5rAhrmxir9aFYqr2/prmLC9DxaA1G8pmZrAQifK5aEVfrxllzhhvT2xa923ywucMuRy8r6n6Wu4paARfEIloRV+vGW1Hp+ufGX0qLCXOiWK/V5lroeW8bJWr7E8EUHx8Aq/RtxiAtG7rYvtWPC/biQLUfqNj2pOyH0gWzIZ9fy5YUvODgGVulH0ZDMa+iFENMYGixyK7zEBSFMvcAasUr/Roz5FpzrVsqNmVG9uEy5ruFSl3Hq88z9WwiPA5aOVfpPWNwdlcvGUl2JqXX/4nMT+A6nFLTi1T/ilVriLy19VlZajLg1CAJzY5X+E1C6AMUXv/CiV6qMqwUsAtphtXwurdMuWpa/igtGCGhYKlbp35BcwCkVb6S+2ecKBXLnxXxKn0GcceW6Elu7lfm8sQas0r8h8bfoODClvtHH3+zDADdFGTf20/IZ5CZMx9WMqS838b8Puo2xdgS1laqt0pHqQkxlY/3vtYCIeZS6jlOZWPylJBekcl9cGCvD2hHUVqrUhRQ+LmVqqQBGIFumoVlznMGF5yll4QQ0rB1BbWWGBp1UxVrrOAyWoZY1p+aYxceXCoWALSGorUxpaapY2BUV/uQity61zyrOyOIvL6UVQvgSg60hqG1AbaJtap9UkQCWLVdOH39ZSX2WFIHgVDTd+XoutrvxqLS7nc0ffHfPts1rHayPs7B+mzT83mVc7JYrtcJLbd8cvrxg6xYb1Mzsqbs/DB5/3v2HPYnAllNb2aE07yz+HetR6z5OFQYBp2iR3Y9mdqZ3b2HzVNLDd3beoNrqH7kS7dxk6dIqE1iX2pSLluDGvwFs2SKDmqRzSY/s3SW3TnIJrlqWlSvdrqEranlKn0lqXmH8XG7VkNpzwFYsMqi5+7Wk97ufvfuSnqf2N7MLM3thZi+++uqro7RxXy3ZU9zV1DJ2NmS+Gd/Ylye3Oki/Ldwn1LImI8EMp2CRQU2S3P1l/3vXHXlPme5Hd79097vufvfWrVtHauF4qXGwlLhiLS4K6c+F7Uh1L+aCGUEKeNdig1rkN5I+jDK31WrpYkqt/NEfy8VtO4as7MHnDNQtPqiZ2RNJj8PMbe1asqt4Sav+Z2lMDevDWovAtBYd1MzsgaRnfUAzszszN2kSrat5pErysU6pEvxaMMt1URMEgbzFBjUzu6ddFeQLMzvrKiE/nrlZe6uV2bPI8DbVKg9L1Yp8/kC7RU6+7gpDnnUPnwZPXR2/NdOK12Fk+aJtGbLyR+5xXMlIZga0W2RQc/cbSZu6yufGTuKLGSt/rE9q/DNXsZj7d0DgAqax2O7HrUlVMKbmIvUIaOsxtNiDFV6AwyGoHVHpAkZmtj6tGVf8hYaiD+BwCGozKN0CBsvWOvE9VclKAAMOj6B2QLVuJrqh1ie3RFVpOgaA4yGoHVBc+MEFbr3GBim+rADHRVAbacgNG/suRi5w69WyNFkq8PFFBjgugtpItVVBSivvc6Fbr3iOYY9CH2AZCGoTCW8TU7u4cfFbttTk59KEaNbjBJaDoDYBJkyvX+syValJ1nGgIxsH5kNQGyl3a5jcfliP3I06UwEshX8PwHwIaiOEgYwbdi7PmICTKgSJi3umWGCYDA44LIJaoPViFa/rl1qMFvMZMim6F2dj4TJmANaDoBYofYvPLUxbWm0d82i9vUtu7c24SznO1gh0wHIR1AJDqxYJYMtUmk4hpe9ZF+6TCn79TwIasGwEtUCuAi5V3YZ1KGVtqcWF+YyBdSOoVcQTbbnYrU/p9j654g8yMmCdCGoZqW4pAtphjQkkrctV9Y9LXYsA1o+gFuG2MPOpvdctgSdV9JE7N4EM2B6CWicuIsDyxJ9RfBeEeB8qFYHT8825G7A0ZGbrkVpUOHwu3IfgBpwGMjXl55xhHrUVQeLCnVzXIsEMOD0ENaxCarHgMHDxhQSARPcjZlAKQqmxsJbxTjIyABKZGt/wZ5AKUnHGxXqaAMY4+aAmcdE8tlylYvg8nwmAMU4mqJXuTsx8tOMqvdepW74AQKuTCWqYX7x6R+6mm2RqAMYiqOFgSrd0YS1NAIew6OpHM3sk6VrSuSS5++W8LUJNqrIxrmTMTZgGgH0tNlMzsyeSrt39qgtm3zezBxOef6pTIdB6LzMAOITFBjVJF+5+FTx+JunhXI1BXTgZOjV+JpUXGAaAfS0yqJnZncTmV5LuHbsteCN3m5fUROnaOcjYABzCIoOadmNor6JtN5JkZmfxzmZ2YWYvzOzFV199VT05WcI44eLA8V2iCVYAlmCpQe0ssa0PcufxE+5+6e533f3urVu3DtqwU1QrsSeQAViKpQa1G70bvPrHcQaHA0rdswwAlmqpQe2V3s3WziTJ3W+O3JaTxo02AazJIuepuftLM7uJNp9Lej5Dc04OQQzAWi01U5Oky2he2n1JT+dqzFaUlqhieSoAa7fYoObujyXdNrMH3coiX0Tz1jBCfNfoXimYlRaDBoAlWWT3Y8/dP527DVsR3nwzLM2PJ0OXbs5J6T6ApVtspobppIJXmGnlikHi7kgCGYClI6htUGl1/NR2Vs4HsBUEtQ0qjYGVAhjz0QCsHUFtY4ZUMBK8AGwNQW1jzCyZleUCGGNmALaEoLZBtbExgheArSKoLVwqk8pVKub2B4BTseh5aqegtGBwPDk6LMevTaAmyAE4RQS1maWqD1PP14IXAICgtgipFTvix6yWDwB1BLUFiDO0VMZGQAOAOgpFFiQcN+sfAwDanUymtpZxqCW3DQCWjkwNALAZBDUAwGYQ1AAAm2FbG8Mxs68k/fPc7cj4d5L+Ze5GLADvwxu8Fzu8Dzu8Dzv/wd3/zZgDN1co4u635m5Djpm9cPe7c7djbrwPb/Be7PA+7PA+7JjZi7HH0v0IANgMghoAYDMIasd1OXcDFoL34Q3eix3ehx3eh53R78PmCkUAAKeLTA0AsBkENWBmZvZ07jYAczCzB2b2JPPco+75CzO7aD3n5kr6l8jMHkm6lnQuSe5+sv3m3XshSR9I+oO7fzpne+bW/Ye+PXc75mJmZ5Iu9Ob/xwt3fzlro2YQXbTPtv7/wszuSboj6b52n338/BPtrg9X/WMze9A/LiGoHdg+H87WmNlTd38YPP68u0/cpv8D55jZyQYz6XVA+527v989vpD0C0kfzdmuYzOzR+H/ATO7E2/bGnd/Lum5mX1X0llilwt3fxw8fibpsaTqdZPux8O7iALYM0kPcztvVXcBu4k2P9UJvheBe9r9ezhVT7T7NyDpdQ/Gj+drzmw+Dh90meoHM7VldmZ2J7H5lXb/X6oIage074ezMeeSHiWyk5PMVrrul1/P3Y6ZXUh6Hm5w95t5mjKrV2b2m/5Bl7F+NmN75nau3XUydCO9/nJcRPfjYRU/nFP6D+zu12b2vruH/ef3FV3UTsiZu9+k7nJ+CoIvN7e7L3/nOoGxpIyHkp6Z2deSPpF0fYrDE4GzxLb+Onqud3t83kKmdlhniW3hh3NSwgKA7hvXPZ1g9+OpjqlGXmfo7n7VF0/lKuG2rPui91S7goknOuGux86N3r0+9o/jJOEdBLXDutEeH87G/UbSh1HmtnldhnIzdzsWoP/3Hy5c+1zSo8S+m9ZN6XjZFcx8JOki7I48Qa/0bkJwJrV1T9P9eFh7fThb1X0bf3yKpdvalTGfByXc97XrgruQ9PyEgvy19M7/gxvptLrm+3H3rhpQ7n5lZi8lfTFrw2bk7i/N7CbafK7GoQqC2gHt++FskZk9kPSsD2hmdueUglvc7diNqd0+tbmL3XjijZndDgL5Wf/cbA07vnNFAawbfz717unLqJv+voJK2RK6Hw/vsruQ95o/nK3pKv7OJb0ws7OuK+7jymGb1WVnH2mXqT1qqezamE/0diXwx9rNRToZXYb21hha9+9g0xl7PxdP0gNJP+r+/b+uFu/mqN3uVhR5JOmL1nFoFjQ+gmBFkduSbk7tW7n0+j/q14mnrtz9pCbb4o1ghRlJOsmJ+N2Xu4cKMrZTvEZMhaAGANgMuh8BAJtBUAMAbAZBDQCwGQQ1AMBmENQAAJtBUAMAbAYrigAV3bJeD7SbZ3ipN2s3nnXbnqXmVx3ouHNJT/tllTLtfaDdfMjBK9d0E+Tvazcp+qx7rZObO4b1Yp4a0KBb/eOJu38n8dwjSR/3d3A+5HH93aIlfZYJiPe0Wyz6o5FB7fUdl7tzacx5gLnQ/Qi0yd5VoQsCzzMrq096XLcu4o8lPQlvuGpmt7vV3m+XXrPB/eC1nhPQsDYENWAC3Vp19xJ39p78uGAB6HvBtmt3fzjB8ko3wR0EgNUhqAHTeaHdTR4PetyBFz7+RNLTcHFZYE0IasB0nml3v7RDH3e3+/nrEa9Vc61dccop36QSK0ZQA6Zzo92Y1sGO67opn0i6P+V9x7oxuUfdOfvbftANidWhpB9YrrMgsJwF2z+cOKCdaZeZfSi9voHnc+2KRrgFClaFoAZM50zjbu6YO+5Y9957Iul5FCj7+/9J2t3UUbtuz1fd9qvgjtXAYhDUgOl8IOllda/pjpvKhaR4rty53g6098J5cd30gYdHaBswCGNqwHTuSXp6xOP21k8lCKYJ9G5rV8DSe3jgqktgEmRqwAS61UFeDJ2sPPa4Cb0zUbsLXrfd/SrY/ETSl2b2uHv8OD4OWAKCGtDmPPdEF5juS/po4uPOhjVx+LF9UYiZ3QsC66+0W7Uk3O+yC3Z9l+NzvVmTElgM1n4EKhoWGP7DyIWJW467UmUB4+6YM0m/6I55oN142HPtFk2+KhwaHvtF17br+JhoTcgLSY/d/ful8wJzIKgBKEotbNwF3s8SY3HArCgUAVDzSokVTwhoWCIyNQBV3T3a+vHBM+3mtRHUsDgENQDAZtD9CADYDIIaAGAzCGoAgM0gqAEANoOgBgDYDIIaAGAz/j9au6mSHnv02gAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Larger minimum redshift & Smaller maximum redshift. \n", - "isin = (rand['Z'] > gold.meta['DDP1_ZMIN']) & (rand['Z'] < gold.meta['DDP2_ZMAX'])\n", - "\n", - "pl.plot(rand['DDP1_DELTA8'][isin], rand['DDP2_DELTA8'][isin], marker=',', lw=0.0, c='k')\n", - "\n", - "pl.xlim(-1.2, 10.)\n", - "pl.ylim(-1.2, 10.)\n", - "\n", - "pl.xlabel('DDP1 $\\delta_8$')\n", - "pl.ylabel('DDP2 $\\delta_8$')" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "id": "38c9bdec", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:10.813678Z", - "iopub.status.busy": "2022-03-01T13:09:10.813224Z", - "iopub.status.idle": "2022-03-01T13:09:22.934596Z", - "shell.execute_reply": "2022-03-01T13:09:22.933630Z" - }, - "papermill": { - "duration": 12.206306, - "end_time": "2022-03-01T13:09:22.934866", - "exception": false, - "start_time": "2022-03-01T13:09:10.728560", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "rand_ddp1fill = np.clip(np.sort(rand[rand['IN_DDP1']]['FILLFACTOR'].data)[::-1], 0, 1) \n", - "rand_ddp2fill = np.clip(np.sort(rand[rand['IN_DDP2']]['FILLFACTOR'].data)[::-1], 0, 1)\n", - "rand_ddp3fill = np.clip(np.sort(rand[rand['IN_DDP3']]['FILLFACTOR'].data)[::-1], 0, 1)" - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "id": "d05b32bf", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:23.217209Z", - "iopub.status.busy": "2022-03-01T13:09:23.216622Z", - "iopub.status.idle": "2022-03-01T13:09:25.219117Z", - "shell.execute_reply": "2022-03-01T13:09:25.219954Z" - }, - "papermill": { - "duration": 2.13936, - "end_time": "2022-03-01T13:09:25.220221", - "exception": false, - "start_time": "2022-03-01T13:09:23.080861", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 43, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(rand_ddp1fill, np.cumsum(rand_ddp1fill) / len(rand_ddp1fill), lw=1, color='blue', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP1_ZMIN'], rand.meta['DDP1_ZMAX']))\n", - "plt.plot(rand_ddp2fill, np.cumsum(rand_ddp2fill) / len(rand_ddp2fill), lw=1, color='green', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP2_ZMIN'], rand.meta['DDP2_ZMAX']))\n", - "plt.plot(rand_ddp3fill, np.cumsum(rand_ddp3fill) / len(rand_ddp3fill), lw=1, color='red', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP3_ZMIN'], rand.meta['DDP3_ZMAX']))\n", - "\n", - "plt.xlabel('Fill factor')\n", - "plt.ylabel(r'Volume fraction ($\\geq$ Fill factor)')\n", - "\n", - "pl.xlim(0.0, 1.05)\n", - "pl.ylim(0.0, 1.05)\n", - "\n", - "plt.legend(frameon=False, loc=3)" - ] - }, - { - "cell_type": "markdown", - "id": "83a4e974", - "metadata": { - "papermill": { - "duration": 0.101089, - "end_time": "2022-03-01T13:09:25.440019", - "exception": false, - "start_time": "2022-03-01T13:09:25.338930", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Done." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "6964d660", - "metadata": { - "papermill": { - "duration": 0.064159, - "end_time": "2022-03-01T13:09:25.577270", - "exception": false, - "start_time": "2022-03-01T13:09:25.513111", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Lumfn", - "language": "python", - "name": "lumfn" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.9" - }, - "papermill": { - "default_parameters": {}, - "duration": 273.017523, - "end_time": "2022-03-01T13:09:27.823554", - "environment_variables": {}, - "exception": null, - "input_path": "docs/nb/randoms_n8_qa.ipynb", - "output_path": "test/pm_randoms_n8_G15_qa.ipynb", - "parameters": { - "field": "G15", - "survey": "gama" - }, - "start_time": "2022-03-01T13:04:54.806031", - "version": "2.3.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/test/pm_randoms_n8_G9_qa.ipynb b/test/pm_randoms_n8_G9_qa.ipynb deleted file mode 100644 index 2d42c29e..00000000 --- a/test/pm_randoms_n8_G9_qa.ipynb +++ /dev/null @@ -1,2463 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "4d4bdb0d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:55:49.692662Z", - "iopub.status.busy": "2022-03-01T12:55:49.691894Z", - "iopub.status.idle": "2022-03-01T12:55:51.127579Z", - "shell.execute_reply": "2022-03-01T12:55:51.126569Z" - }, - "papermill": { - "duration": 1.507252, - "end_time": "2022-03-01T12:55:51.127834", - "exception": false, - "start_time": "2022-03-01T12:55:49.620582", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "import fitsio\n", - "import pylab as pl\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import astropy.io.fits as fits\n", - "import matplotlib as mpl\n", - "\n", - "from astropy.table import Table" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "a502e89a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:55:51.221602Z", - "iopub.status.busy": "2022-03-01T12:55:51.221038Z", - "iopub.status.idle": "2022-03-01T12:55:51.224910Z", - "shell.execute_reply": "2022-03-01T12:55:51.225380Z" - }, - "papermill": { - "duration": 0.049843, - "end_time": "2022-03-01T12:55:51.225526", - "exception": false, - "start_time": "2022-03-01T12:55:51.175683", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/cosma/home/durham/dc-moor2/DESI\n", - "/cosma/home/durham\n" - ] - } - ], - "source": [ - "cwd = os.getcwd()\n", - "code_root = '/'.join(x for x in cwd.split('/')[:-2])\n", - "\n", - "sys.path.append(code_root)\n", - "\n", - "print(cwd)\n", - "print(code_root)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "dbd911e2", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:55:51.291419Z", - "iopub.status.busy": "2022-03-01T12:55:51.290302Z", - "iopub.status.idle": "2022-03-01T12:55:51.730581Z", - "shell.execute_reply": "2022-03-01T12:55:51.729599Z" - }, - "papermill": { - "duration": 0.474339, - "end_time": "2022-03-01T12:55:51.730839", - "exception": false, - "start_time": "2022-03-01T12:55:51.256500", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import pubplot\n", - "\n", - "from cosmo import cosmo, fsky\n", - "from cartesian import rotate\n", - "from findfile import findfile\n", - "from poisson import fillfactor_expectation, fillfactor_poisson" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "56a9af6f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:55:51.845691Z", - "iopub.status.busy": "2022-03-01T12:55:51.844896Z", - "iopub.status.idle": "2022-03-01T12:55:51.846670Z", - "shell.execute_reply": "2022-03-01T12:55:51.847238Z" - }, - "papermill": { - "duration": 0.053463, - "end_time": "2022-03-01T12:55:51.847522", - "exception": false, - "start_time": "2022-03-01T12:55:51.794059", - "status": "completed" - }, - "tags": [ - "parameters" - ] - }, - "outputs": [], - "source": [ - "# update pytest\n", - "\n", - "survey = 'gama'\n", - "field = 'G9'\n", - "dryrun = False\n", - "realz = 0\n", - "version = 'latest'" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "b1a494a2", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:55:51.919740Z", - "iopub.status.busy": "2022-03-01T12:55:51.919205Z", - "iopub.status.idle": "2022-03-01T12:55:51.922009Z", - "shell.execute_reply": "2022-03-01T12:55:51.922428Z" - }, - "papermill": { - "duration": 0.041155, - "end_time": "2022-03-01T12:55:51.922552", - "exception": false, - "start_time": "2022-03-01T12:55:51.881397", - "status": "completed" - }, - "tags": [ - "injected-parameters" - ] - }, - "outputs": [], - "source": [ - "# Parameters\n", - "field = \"G9\"\n", - "survey = \"gama\"\n" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "d0fd39e6", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:55:51.990037Z", - "iopub.status.busy": "2022-03-01T12:55:51.989601Z", - "iopub.status.idle": "2022-03-01T12:55:51.992535Z", - "shell.execute_reply": "2022-03-01T12:55:51.992881Z" - }, - "papermill": { - "duration": 0.039968, - "end_time": "2022-03-01T12:55:51.992985", - "exception": false, - "start_time": "2022-03-01T12:55:51.953017", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "nbar = 2.\n", - "radius = 8." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "9b287a86", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:55:52.050496Z", - "iopub.status.busy": "2022-03-01T12:55:52.050073Z", - "iopub.status.idle": "2022-03-01T12:55:54.394791Z", - "shell.execute_reply": "2022-03-01T12:55:54.395679Z" - }, - "papermill": { - "duration": 2.377346, - "end_time": "2022-03-01T12:55:54.395963", - "exception": false, - "start_time": "2022-03-01T12:55:52.018617", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n" - ] - }, - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 10127636),\n", - " ('FIELD', 'G9'),\n", - " ('AREA', 60.0),\n", - " ('VOL', 2531908.950723488),\n", - " ('RAND_DENS', 4.00000007784879),\n", - " ('VOL8', 2144.660584850632),\n", - " ('NRAND8', 8578.642506361759),\n", - " ('NRAND8_PERR', 92.62096148476196),\n", - " ('EXTNAME', 'RANDOMS')])" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='randoms', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "rand = Table.read(fpath)\n", - "rand.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "efc61629", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:55:54.498447Z", - "iopub.status.busy": "2022-03-01T12:55:54.497883Z", - "iopub.status.idle": "2022-03-01T12:55:54.502788Z", - "shell.execute_reply": "2022-03-01T12:55:54.502203Z" - }, - "papermill": { - "duration": 0.052528, - "end_time": "2022-03-01T12:55:54.502915", - "exception": false, - "start_time": "2022-03-01T12:55:54.450387", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "'/cosma/home/durham/dc-moor2/data/v4/randoms/randoms_G9_0.fits'" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "f2231ede", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:55:54.572904Z", - "iopub.status.busy": "2022-03-01T12:55:54.572479Z", - "iopub.status.idle": "2022-03-01T12:55:57.357521Z", - "shell.execute_reply": "2022-03-01T12:55:57.358453Z" - }, - "papermill": { - "duration": 2.822593, - "end_time": "2022-03-01T12:55:57.358747", - "exception": false, - "start_time": "2022-03-01T12:55:54.536154", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 10127636),\n", - " ('FIELD', 'G9'),\n", - " ('AREA', 60.0),\n", - " ('VOL', 2531908.950723488),\n", - " ('RAND_DENS', 4.00000007784879),\n", - " ('VOL8', 2144.660584850632),\n", - " ('NRAND8', 8578.642506361759),\n", - " ('NRAND8_PERR', 92.62096148476196),\n", - " ('EXTNAME', 'RANDOMS'),\n", - " ('RSPHERE', 8.0)])" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='randoms_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "rand = Table.read(fpath)\n", - "rand.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "7be42d53", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:55:57.465737Z", - "iopub.status.busy": "2022-03-01T12:55:57.465139Z", - "iopub.status.idle": "2022-03-01T12:56:01.118039Z", - "shell.execute_reply": "2022-03-01T12:56:01.117247Z" - }, - "papermill": { - "duration": 3.703329, - "end_time": "2022-03-01T12:56:01.118216", - "exception": false, - "start_time": "2022-03-01T12:55:57.414887", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 10127636),\n", - 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"135.37460950918503 1.7402361027820143 0.14082965 421852.7 8635019 ... 8518 1.0 9.030529978145887 267786 0.9929309903849254\n", - "139.69590838187713 -0.7706130140635573 0.18656524 953092.0 590799 ... 8527 1.0 11.572720687066221 213125 0.9939801074210213\n", - " 133.8630778000819 -0.8544687312517396 0.19964723 1158296.9 9559916 ... 8563 1.0 11.497646751481364 266421 0.9981765755654046" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rand" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "75f912b3", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:01.296517Z", - "iopub.status.busy": "2022-03-01T12:56:01.296096Z", - "iopub.status.idle": "2022-03-01T12:56:07.591397Z", - "shell.execute_reply": "2022-03-01T12:56:07.592175Z" - }, - "papermill": { - "duration": 6.333265, - "end_time": "2022-03-01T12:56:07.592436", - "exception": false, - "start_time": "2022-03-01T12:56:01.259171", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 10127636),\n", - " ('FIELD', 'G9'),\n", - " ('AREA', 180.0),\n", - " ('VOL', 2531908.950723488),\n", - " ('RAND_DENS', 4.00000007784879),\n", - " ('VOL8', 2144.660584850632),\n", - " ('NRAND8', 8578.642506361759),\n", - " ('NRAND8_PERR', 92.62096148476196),\n", - " ('EXTNAME', 'TilingCat'),\n", - " ('RSPHERE', 8.0),\n", - " ('TCOMM1', 'GAMA ID'),\n", - " ('TUCD1', 'meta.id;meta.main'),\n", - " ('TCOMM2', 'SDSS objid'),\n", - " ('TUCD2', 'meta.id'),\n", - " ('TCOMM3', 'J2000 coordinate'),\n", - " ('TUCD3', 'pos.eq.ra'),\n", - " ('TCOMM4', 'J2000 coordinate'),\n", - " ('TUCD4', 'pos.eq.dec'),\n", - " ('TCOMM5', '3-arcsec fiber magnitude'),\n", - " ('TUCD5', 'phot.mag;em.opt.R'),\n", - " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", - " ('TUCD6', 'phot.mag;em.opt.R'),\n", - " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD7', 'phot.mag;em.opt.U'),\n", - " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD8', 'phot.mag;em.opt.B'),\n", - " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD9', 'phot.mag;em.opt.R'),\n", - " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD10', 'phot.mag;em.opt.I'),\n", - " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD11', 'phot.mag;em.opt.I'),\n", - " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", - " ('TUCD12', 'meta.code;meta.dataset'),\n", - " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", - " ('TUCD13', 'src.redshift'),\n", - " ('TCOMM14', 'Quality of redshift'),\n", - " ('TUCD14', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", - " ('TUCD15', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", - " ('TUCD16', 'meta.id.cross;spect'),\n", - " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", - " ('TUCD17', 'src.redshift;stat.error'),\n", - " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", - " ('TUCD18', 'meta.number;spect'),\n", - " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", - " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", - " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", - " ('TUCD20', 'src.class.starGalaxy'),\n", - " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", - " ('TUCD21', 'src.class.starGalaxy'),\n", - " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", - " ('TUCD22', 'phot.mag;em.IR.K'),\n", - " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", - " ('TUCD23', 'phot.flux.density;em.radio'),\n", - " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", - " ('TUCD24', 'meta.code'),\n", - " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", - " ('TUCD25', 'meta.code'),\n", - " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", - " ('TUCD26', 'meta.code'),\n", - " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", - " ('TUCD27', 'meta.code.class'),\n", - " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", - " ('TUCD28', 'meta.code.class'),\n", - " ('TCOMM29', 'Priorities for targeting, see notes'),\n", - " ('TUCD29', 'meta.code.class'),\n", - " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", - " ('TUCD30', 'meta.code.class'),\n", - " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", - " ('TUCD31', 'meta.code.cross'),\n", - " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", - " ('TUCD32', 'meta.code'),\n", - " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", - " ('TUCD33', 'meta.code'),\n", - " ('TCOMM34', 'Visual classification, see notes'),\n", - " ('TUCD34', 'mata.code.qual'),\n", - " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", - " ('TUCD35', 'meta.id'),\n", - " ('DATE-HDU', '2015-09-04T13:22:37'),\n", - " ('STILVERS', '3.0-8'),\n", - " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", - " ('DMU', 'EqInputCat'),\n", - " ('NAME', 'TilingCat'),\n", - " ('VERSION', 'v46'),\n", - " ('DATE', '2015-05-22'),\n", - " ('CONTACT', 'Ivan Baldry '),\n", - " ('GOLD_NGAL', 113687),\n", - " ('DDP1_ZMIN', 0.0390699990093708),\n", - " ('DDP1_ZMAX', 0.2629899978637695),\n", - " ('DDP1_VZ', 7594754.153764196),\n", - " ('DDP1ZLIMS_NGAL', 113687),\n", - " ('DDP1_NGAL', 45293),\n", - " ('DDP1_DENS', 0.005963721679858641),\n", - " ('DDP2_ZMIN', 0.03914999961853027),\n", - " ('DDP2_ZMAX', 0.1937000006437302),\n", - " ('DDP2_VZ', 3156659.558717707),\n", - " ('DDP2ZLIMS_NGAL', 73942),\n", - " ('DDP2_NGAL', 33396),\n", - " ('DDP2_DENS', 0.01057953807776663),\n", - " ('DDP3_ZMIN', 0.03903000056743622),\n", - " ('DDP3_ZMAX', 0.1015800014138222),\n", - " ('DDP3_VZ', 457819.2340050841),\n", - " ('DDP3ZLIMS_NGAL', 18121),\n", - " ('DDP3_NGAL', 8842),\n", - " ('DDP3_DENS', 0.01931329953669401),\n", - " ('TMR_DDP1', '[-21.8, -20.1]'),\n", - " ('TMR_DDP2', '[-20.6, -19.3]'),\n", - " ('TMR_DDP3', '[-19.6, -17.8]'),\n", - " ('D80LIMS', '[-1.0, -0.75]'),\n", - " ('D81LIMS', '[-0.75, -0.55]'),\n", - " ('D82LIMS', '[-0.55, -0.4]'),\n", - " ('D83LIMS', '[-0.4, 0.0]'),\n", - " ('D84LIMS', '[0.0, 0.7]'),\n", - " ('D85LIMS', '[0.7, 1.6]'),\n", - " ('D86LIMS', '[1.6, 2.9]'),\n", - " ('D87LIMS', '[2.9, 4.0]'),\n", - " ('D88LIMS', '[4.0, 10000.0]'),\n", - " ('DDP1_d0_VOLFRAC', '2.167249e-01'),\n", - " ('DDP1_d0_TIERMEDd8', '-9.208681e-01'),\n", - " ('DDP1_d1_VOLFRAC', '8.594927e-02'),\n", - " ('DDP1_d1_TIERMEDd8', '-6.702042e-01'),\n", - " ('DDP1_d2_VOLFRAC', '6.657369e-02'),\n", - " ('DDP1_d2_TIERMEDd8', '-4.892331e-01'),\n", - " ('DDP1_d3_VOLFRAC', '1.299421e-01'),\n", - " ('DDP1_d3_TIERMEDd8', '-2.181489e-01'),\n", - " ('DDP1_d4_VOLFRAC', '1.389128e-01'),\n", - " ('DDP1_d4_TIERMEDd8', '2.572897e-01'),\n", - " ('DDP1_d5_VOLFRAC', '8.531706e-02'),\n", - " ('DDP1_d5_TIERMEDd8', '1.032813e+00'),\n", - " ('DDP1_d6_VOLFRAC', '3.973463e-02'),\n", - " ('DDP1_d6_TIERMEDd8', '2.049219e+00'),\n", - " ('DDP1_d7_VOLFRAC', '9.176350e-03'),\n", - " ('DDP1_d7_TIERMEDd8', '3.280636e+00'),\n", - " ('DDP1_d8_VOLFRAC', '4.468734e-03'),\n", - " ('DDP1_d8_TIERMEDd8', '4.707513e+00'),\n", - " ('comments',\n", - " ['Science targets and information for tiling and spectroscopic',\n", - " 'observation.'])])" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "\n", - "rand = Table.read(fpath)\n", - "rand.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "a169c202", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:07.697408Z", - "iopub.status.busy": "2022-03-01T12:56:07.696836Z", - "iopub.status.idle": "2022-03-01T12:56:14.294850Z", - "shell.execute_reply": "2022-03-01T12:56:14.293881Z" - }, - "papermill": { - "duration": 6.646806, - "end_time": "2022-03-01T12:56:14.295111", - "exception": false, - "start_time": "2022-03-01T12:56:07.648305", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=BOUNDARY not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - } - ], - "source": [ - "# also tried ftype='randoms'\n", - "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "bound = Table.read(fpath, 'BOUNDARY')" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "4a59ef0b", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:14.474562Z", - "iopub.status.busy": "2022-03-01T12:56:14.464781Z", - "iopub.status.idle": "2022-03-01T12:56:18.471467Z", - "shell.execute_reply": "2022-03-01T12:56:18.472318Z" - }, - "papermill": { - "duration": 4.114368, - "end_time": "2022-03-01T12:56:18.472589", - "exception": false, - "start_time": "2022-03-01T12:56:14.358221", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'DEC [deg.]')" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "pl.plot(rand['RANDOM_RA'][::10], rand['RANDOM_DEC'][::10], marker=',', lw=0.0, c='k')\n", - "pl.plot(bound['RANDOM_RA'], bound['RANDOM_DEC'], marker=',', lw=0.0, c='cyan')\n", - "pl.xlabel('RA [deg.]')\n", - "pl.ylabel('DEC [deg.]')" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "2e6f064c", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:18.650884Z", - "iopub.status.busy": "2022-03-01T12:56:18.644525Z", - "iopub.status.idle": "2022-03-01T12:56:21.032255Z", - "shell.execute_reply": "2022-03-01T12:56:21.031398Z" - }, - "papermill": { - "duration": 2.497638, - "end_time": "2022-03-01T12:56:21.032491", - "exception": false, - "start_time": "2022-03-01T12:56:18.534853", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'V')" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['V'], bins=100, histtype='step', color='k')\n", - "_ = pl.hist(bound['V'], bins=100, histtype='step', color='c')\n", - "\n", - "#_ = pl.hist(rand['V'][rand['IS_BOUNDARY'].astype(bool)], bins=100, histtype='step', color='c')\n", - "\n", - "pl.xlabel('V')" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "5bd0dc34", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:21.204051Z", - "iopub.status.busy": "2022-03-01T12:56:21.202884Z", - "iopub.status.idle": "2022-03-01T12:56:22.472865Z", - "shell.execute_reply": "2022-03-01T12:56:22.473785Z" - }, - "papermill": { - "duration": 1.380412, - "end_time": "2022-03-01T12:56:22.474081", - "exception": false, - "start_time": "2022-03-01T12:56:21.093669", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.0, 0.6)" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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Zp83rLiLir5n5qG8H6cZK27s5UB9GxMvmW+ZxRPyttdFuzyrr/TIins79kZ7F5CTN3lh1H59qMqeHzc8+6mGQXiUojxf8/MOI+HGnI9yNVY/lP8an3Xx/iyXKma1eW2/mrOLjaL4tzTx3GREPm7r7na+nfstu7+ag9GHBWzwvpTxsZbBbtMp+3nzxeBA9vkLEkK24rUfx6dVAfik9bQxZ81j+u2W69Vz4FYDq1HbLDAAQnACoj+AEQHUEJwCqIzgBUB3BCYDqCE4AVEdwAqA6ghMA1RGcAKiO4ARAdQQnaElzz6IPmflqegXu+QtiAhN/6noAMATN1cfPYnIb9uOI+O9m2Z23q4YhclVyaEFmjmbv6dPc7+bQbWBgMWU9aMGCwHQsMMHNZE7QouZGbCEwwe1kTtASgQmWJzhBCxYFpsw8zcwH3Y0K6qWsBzvWBKAnEfE/zaI3EfFtRJyWUs46GxhUTOYEu3dWSvlLKeVpRNyLiH/EpJ38YbfDgnrJnACojswJgOoITgBUR3ACoDqCEwDVEZwAqI7gBEB1BCcAqiM4AVAdwQmA6ghOAFTn/wGbwqEzaW43IgAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['Z'], bins=100, histtype='step', color='k')\n", - "\n", - "pl.axvline(300. / 2.9979e5, lw=0.5, c='k')\n", - "\n", - "pl.yscale('log')\n", - "pl.xlabel('$z$')\n", - "\n", - "pl.xlim(0.0, 0.6)" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "af02e2ae", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:22.592388Z", - "iopub.status.busy": "2022-03-01T12:56:22.591834Z", - "iopub.status.idle": "2022-03-01T12:56:24.523650Z", - "shell.execute_reply": "2022-03-01T12:56:24.522600Z" - }, - "papermill": { - "duration": 1.985857, - "end_time": "2022-03-01T12:56:24.523917", - "exception": false, - "start_time": "2022-03-01T12:56:22.538060", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "pos = np.c_[rand['ROTCARTESIAN_X'], rand['ROTCARTESIAN_Y'], rand['ROTCARTESIAN_Z']]\n", - "pos_bound = np.c_[bound['ROTCARTESIAN_X'], bound['ROTCARTESIAN_Y'], bound['ROTCARTESIAN_Z']]" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "a4fcf255", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:24.690327Z", - "iopub.status.busy": "2022-03-01T12:56:24.686489Z", - "iopub.status.idle": "2022-03-01T12:56:25.094765Z", - "shell.execute_reply": "2022-03-01T12:56:25.095676Z" - }, - "papermill": { - "duration": 0.506791, - "end_time": "2022-03-01T12:56:25.095982", - "exception": false, - "start_time": "2022-03-01T12:56:24.589191", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, '$y$')" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "pl.plot(pos[::10,0], pos[::10,1], marker=',', lw=0.0, c='k')\n", - "\n", - "pl.xlabel('$x$')\n", - "pl.ylabel('$y$')" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "cecd2406", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:25.279534Z", - "iopub.status.busy": "2022-03-01T12:56:25.275551Z", - "iopub.status.idle": "2022-03-01T12:56:28.273429Z", - "shell.execute_reply": "2022-03-01T12:56:28.274277Z" - }, - "papermill": { - "duration": 3.110139, - "end_time": "2022-03-01T12:56:28.274547", - "exception": false, - "start_time": "2022-03-01T12:56:25.164408", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, '$y$')" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(10,10))\n", - "ax = fig.add_subplot(projection='3d')\n", - "\n", - "ax.scatter(pos[::10, 0],\\\n", - " pos[::10, 1],\\\n", - " pos[::10, 2],\\\n", - " marker='.',\\\n", - " lw=0.0)\n", - "\n", - "ax.set_xlim(0.0, 1000.)" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "a3af928e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:34.645130Z", - "iopub.status.busy": "2022-03-01T12:56:34.644586Z", - "iopub.status.idle": "2022-03-01T12:56:40.719410Z", - "shell.execute_reply": "2022-03-01T12:56:40.720198Z" - }, - "papermill": { - "duration": 6.158164, - "end_time": "2022-03-01T12:56:40.720463", - "exception": false, - "start_time": "2022-03-01T12:56:34.562299", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.0, 1000.0)" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(10,10))\n", - "ax = fig.add_subplot(projection='3d')\n", - "\n", - "ax.scatter(pos_bound[:,0][::10],\\\n", - " pos_bound[:,1][::10],\\\n", - " pos_bound[:,2][::10],\\\n", - " marker='.',\\\n", - " lw=0.0)\n", - "\n", - "ax.set_xlim(0.0, 1000.)" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "id": "5d6f08ee", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:40.878542Z", - "iopub.status.busy": "2022-03-01T12:56:40.877744Z", - "iopub.status.idle": "2022-03-01T12:56:41.770561Z", - "shell.execute_reply": "2022-03-01T12:56:41.771496Z" - }, - "papermill": { - "duration": 0.978726, - "end_time": "2022-03-01T12:56:41.771811", - "exception": false, - "start_time": "2022-03-01T12:56:40.793085", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "0.00999996445369877" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.mean(rand['V'] < np.percentile(rand['V'], 1.))" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "id": "59bea81f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:41.936342Z", - "iopub.status.busy": "2022-03-01T12:56:41.935660Z", - "iopub.status.idle": "2022-03-01T12:56:41.939489Z", - "shell.execute_reply": "2022-03-01T12:56:41.940069Z" - }, - "papermill": { - "duration": 0.087968, - "end_time": "2022-03-01T12:56:41.940240", - "exception": false, - "start_time": "2022-03-01T12:56:41.852272", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "('RANDOM_RA',\n", - " 'RANDOM_DEC',\n", - " 'Z',\n", - " 'V',\n", - " 'RANDID',\n", - " 'FIELD',\n", - " 'GAMA_FIELD',\n", - " 'CARTESIAN_X',\n", - " 'CARTESIAN_Y',\n", - " 'CARTESIAN_Z',\n", - " 'ROTCARTESIAN_X',\n", - " 'ROTCARTESIAN_Y',\n", - " 'ROTCARTESIAN_Z',\n", - " 'RAND_N8',\n", - " 'FILLFACTOR',\n", - " 'BOUND_DIST',\n", - " 'BOUNDID',\n", - " 'FILLFACTOR_POISSON',\n", - " 'DDP1_N8',\n", - " 'DDP2_N8',\n", - " 'DDP3_N8',\n", - " 'IN_DDP1',\n", - " 'IN_DDP2',\n", - " 'IN_DDP3',\n", - " 'DDP1_DELTA8',\n", - " 'DDP2_DELTA8',\n", - " 'DDP3_DELTA8',\n", - " 'DDP1_DELTA8_TIER')" - ] - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rand.dtype.names" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "id": "85da98af", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:42.057295Z", - "iopub.status.busy": "2022-03-01T12:56:42.056808Z", - "iopub.status.idle": "2022-03-01T12:56:42.500333Z", - "shell.execute_reply": "2022-03-01T12:56:42.501141Z" - }, - "papermill": { - "duration": 0.498118, - "end_time": "2022-03-01T12:56:42.501464", - "exception": false, - "start_time": "2022-03-01T12:56:42.003346", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(1095, 9015)" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rand['RAND_N8'].data.min(), rand['RAND_N8'].data.max()" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "6d2d1324", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:42.794496Z", - "iopub.status.busy": "2022-03-01T12:56:42.792260Z", - "iopub.status.idle": "2022-03-01T12:56:44.422610Z", - "shell.execute_reply": "2022-03-01T12:56:44.421711Z" - }, - "papermill": { - "duration": 1.716814, - "end_time": "2022-03-01T12:56:44.422848", - "exception": false, - "start_time": "2022-03-01T12:56:42.706034", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(50.0, 2500.0)" - ] - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['RAND_N8'], bins=np.arange(0, 3500, 1), histtype='step')\n", - "\n", - "pl.axvline(rand.meta['NRAND8'], c='k', lw=0.5)\n", - "\n", - "pl.xlabel(r'$N_8$')\n", - "pl.xlim(50., 2500.)" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "id": "3b9fa76c", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:44.566335Z", - "iopub.status.busy": "2022-03-01T12:56:44.565822Z", - "iopub.status.idle": "2022-03-01T12:56:44.568542Z", - "shell.execute_reply": "2022-03-01T12:56:44.568963Z" - }, - "papermill": { - "duration": 0.066691, - "end_time": "2022-03-01T12:56:44.569102", - "exception": false, - "start_time": "2022-03-01T12:56:44.502411", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "# 100. * np.sqrt(rand.meta['NRAND8']) / rand.meta['NRAND8']" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "id": "f18ed860", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:44.725318Z", - "iopub.status.busy": "2022-03-01T12:56:44.723419Z", - "iopub.status.idle": "2022-03-01T12:57:17.950594Z", - "shell.execute_reply": "2022-03-01T12:57:17.951133Z" - }, - "papermill": { - "duration": 33.332363, - "end_time": "2022-03-01T12:57:17.951318", - "exception": false, - "start_time": "2022-03-01T12:56:44.618955", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "#isin = rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(pos_bound[:,0], pos_bound[:,1], lw=0.0, c=bound['V'], s=2)\n", - "pl.xlabel('$x$')\n", - "pl.ylabel('$y$')\n", - "pl.colorbar(label='V')\n" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "id": "3079cd07", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:57:18.121148Z", - "iopub.status.busy": "2022-03-01T12:57:18.116120Z", - "iopub.status.idle": "2022-03-01T12:57:52.782775Z", - "shell.execute_reply": "2022-03-01T12:57:52.783311Z" - }, - "papermill": { - "duration": 34.774205, - "end_time": "2022-03-01T12:57:52.783496", - "exception": false, - "start_time": "2022-03-01T12:57:18.009291", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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- "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(pos[:,1], pos[:,2], lw=0.0, c=rand['BOUND_DIST'], s=2, vmin=0., vmax=70.)\n", - "pl.xlabel('$y$')\n", - "pl.ylabel('$z$')\n", - "pl.colorbar(label='BOUNDARY DISTANCE')" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "id": "475c195e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:58:29.000656Z", - "iopub.status.busy": "2022-03-01T12:58:28.994331Z", - "iopub.status.idle": "2022-03-01T12:59:04.011447Z", - "shell.execute_reply": "2022-03-01T12:59:04.011952Z" - }, - "papermill": { - "duration": 35.340674, - "end_time": "2022-03-01T12:59:04.012130", - "exception": false, - "start_time": "2022-03-01T12:58:28.671456", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 30, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "#isin = rand['IS_BOUNDARY'].astype(bool)\n", - "pl.scatter(pos_bound[:,0], pos_bound[:,1], lw=0.0, c=bound['RAND_N8'], vmin=0, vmax=1500, s=2)\n", - "pl.xlabel('$x$')\n", - "pl.ylabel('$y$')\n", - "pl.colorbar(label=r'$N_8$')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ebd53b17", - "metadata": { - "papermill": { - "duration": 0.100944, - "end_time": "2022-03-01T12:59:04.179381", - "exception": false, - "start_time": "2022-03-01T12:59:04.078437", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 31, - "id": "91ab6e29", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:04.359411Z", - "iopub.status.busy": "2022-03-01T12:59:04.356532Z", - "iopub.status.idle": "2022-03-01T12:59:09.343004Z", - "shell.execute_reply": "2022-03-01T12:59:09.343783Z" - }, - "papermill": { - "duration": 5.06839, - "end_time": "2022-03-01T12:59:09.344039", - "exception": false, - "start_time": "2022-03-01T12:59:04.275649", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.2, 1.2)" - ] - }, - "execution_count": 31, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "def theory_ff(bound_dist, radius):\n", - " d = bound_dist\n", - " r = radius\n", - " sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", - " \n", - " return sphere_cap_vol\n", - "\n", - "d = np.arange(0., 16., 0.1)\n", - "r = np.ones_like(d) * 8 # Mpc/h\n", - "sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", - "\n", - "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", - "pl.plot(8. - d, sphere_cap_vol)\n", - "pl.plot(8. - d, theory_ff(d, 8))\n", - "\n", - "\n", - "pl.xlabel('BOUNDARY DISTANCE [$h^{-1}$Mpc]')\n", - "pl.ylabel(r'Random $N_8 \\ / \\ \\langle N_8 \\rangle$')\n", - "\n", - "pl.axhline(1.00, c='k', lw=0.5)\n", - "pl.axvline(8.00, c='k', lw=0.5)\n", - "\n", - "pl.ylim(0.2, 1.2)" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "id": "e07a3382", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:09.569661Z", - "iopub.status.busy": "2022-03-01T12:59:09.565772Z", - "iopub.status.idle": "2022-03-01T12:59:14.421304Z", - "shell.execute_reply": "2022-03-01T12:59:14.422253Z" - }, - "papermill": { - "duration": 4.9841, - "end_time": "2022-03-01T12:59:14.422555", - "exception": false, - "start_time": "2022-03-01T12:59:09.438455", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/cosma/home/durham/dc-moor2/DESI/poisson.py:21: RuntimeWarning: invalid value encountered in sqrt\n", - " a = np.sqrt(2 * h * radius - h * h)\n" - ] - }, - { - "data": { - "text/plain": [ - "(0.2, 1.2)" - ] - }, - "execution_count": 32, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "d = np.arange(0., 16., 0.1)\n", - "r = np.ones_like(d) * 8 # Mpc/h\n", - "sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", - "\n", - "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", - "pl.plot(radius - d, sphere_cap_vol)\n", - "pl.plot(radius - d, fillfactor_expectation(d, nbar, radius))\n", - "\n", - "\n", - "pl.xlabel('BOUNDARY DISTANCE [$h^{-1}$Mpc]')\n", - "pl.ylabel(r'Random $N_8 \\ / \\ \\langle N_8 \\rangle$')\n", - "\n", - "pl.axhline(1.00, c='k', lw=0.5)\n", - "pl.axvline(8.00, c='k', lw=0.5)\n", - "\n", - "pl.ylim(0.2, 1.2)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "59b6bf40", - "metadata": { - "papermill": { - "duration": 0.067969, - "end_time": "2022-03-01T12:59:14.592476", - "exception": false, - "start_time": "2022-03-01T12:59:14.524507", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 33, - "id": "1dff800c", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:14.712024Z", - "iopub.status.busy": "2022-03-01T12:59:14.711590Z", - "iopub.status.idle": "2022-03-01T12:59:15.949377Z", - "shell.execute_reply": "2022-03-01T12:59:15.948316Z" - }, - "papermill": { - "duration": 1.302073, - "end_time": "2022-03-01T12:59:15.949633", - "exception": false, - "start_time": "2022-03-01T12:59:14.647560", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "# rand_density. TODO: source from somewhere else.\n", - "n_bar = 2.\n", - "radius = 8.\n", - "\n", - "# number of gals expected == Nrand = var\n", - "var = n_bar * (4./3.) * np.pi * radius**3\n", - "\n", - "# actual gals\n", - "exp = np.mean(rand['FILLFACTOR'] * var)\n", - "\n", - "sig_ff = np.sqrt(var / exp**2)\n", - "s2n = np.sqrt(var)" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "id": "f05e086e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:16.140335Z", - "iopub.status.busy": "2022-03-01T12:59:16.139830Z", - "iopub.status.idle": "2022-03-01T12:59:20.020333Z", - "shell.execute_reply": "2022-03-01T12:59:20.021202Z" - }, - "papermill": { - "duration": 3.959149, - "end_time": "2022-03-01T12:59:20.021541", - "exception": false, - "start_time": "2022-03-01T12:59:16.062392", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(-0.5, 0.5)" - ] - }, - "execution_count": 34, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "rand['FF_THEORY'] = theory_ff(8 - rand['BOUND_DIST'], 8)\n", - "\n", - "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'] - rand['FF_THEORY'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", - "pl.axhline(0, ls='--', lw=0.5, color='r')\n", - "#pl.axhline(3* -sig_ff, ls='--', color='cyan')\n", - "#pl.axhline(3*sig_ff, ls='--', color='cyan')\n", - "pl.xlabel(r'BOUNDDIST')\n", - "pl.ylabel(r'$ff_{THEORY} - ff$')\n", - "pl.xlim(0, 8)\n", - "pl.ylim(-0.5, 0.5)" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "id": "b85e057a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:20.280356Z", - "iopub.status.busy": "2022-03-01T12:59:20.276799Z", - "iopub.status.idle": "2022-03-01T12:59:22.114366Z", - "shell.execute_reply": "2022-03-01T12:59:22.113640Z" - }, - "papermill": { - "duration": 1.991675, - "end_time": "2022-03-01T12:59:22.114548", - "exception": false, - "start_time": "2022-03-01T12:59:20.122873", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'BOUND_DIST [$h^{-1}$Mpc]')" - ] - }, - "execution_count": 35, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['BOUND_DIST'], bins=50, histtype='step')\n", - "pl.xlabel('BOUND_DIST [$h^{-1}$Mpc]')" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "id": "2717e59f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:22.315619Z", - "iopub.status.busy": "2022-03-01T12:59:22.314979Z", - "iopub.status.idle": "2022-03-01T12:59:22.548124Z", - "shell.execute_reply": "2022-03-01T12:59:22.548971Z" - }, - "papermill": { - "duration": 0.346126, - "end_time": "2022-03-01T12:59:22.549247", - "exception": false, - "start_time": "2022-03-01T12:59:22.203121", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('EXTNAME', 'TilingCat'),\n", - " ('TCOMM1', 'GAMA ID'),\n", - " ('TUCD1', 'meta.id;meta.main'),\n", - " ('TCOMM2', 'SDSS objid'),\n", - " ('TUCD2', 'meta.id'),\n", - " ('TCOMM3', 'J2000 coordinate'),\n", - " ('TUCD3', 'pos.eq.ra'),\n", - " ('TCOMM4', 'J2000 coordinate'),\n", - " ('TUCD4', 'pos.eq.dec'),\n", - " ('TCOMM5', '3-arcsec fiber magnitude'),\n", - " ('TUCD5', 'phot.mag;em.opt.R'),\n", - " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", - " ('TUCD6', 'phot.mag;em.opt.R'),\n", - " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD7', 'phot.mag;em.opt.U'),\n", - " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD8', 'phot.mag;em.opt.B'),\n", - " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD9', 'phot.mag;em.opt.R'),\n", - " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD10', 'phot.mag;em.opt.I'),\n", - " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD11', 'phot.mag;em.opt.I'),\n", - " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", - " ('TUCD12', 'meta.code;meta.dataset'),\n", - " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", - " ('TUCD13', 'src.redshift'),\n", - " ('TCOMM14', 'Quality of redshift'),\n", - " ('TUCD14', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", - " ('TUCD15', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", - " ('TUCD16', 'meta.id.cross;spect'),\n", - " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", - " ('TUCD17', 'src.redshift;stat.error'),\n", - " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", - " ('TUCD18', 'meta.number;spect'),\n", - " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", - " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", - " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", - " ('TUCD20', 'src.class.starGalaxy'),\n", - " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", - " ('TUCD21', 'src.class.starGalaxy'),\n", - " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", - " ('TUCD22', 'phot.mag;em.IR.K'),\n", - " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", - " ('TUCD23', 'phot.flux.density;em.radio'),\n", - " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", - " ('TUCD24', 'meta.code'),\n", - " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", - " ('TUCD25', 'meta.code'),\n", - " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", - " ('TUCD26', 'meta.code'),\n", - " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", - " ('TUCD27', 'meta.code.class'),\n", - " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", - " ('TUCD28', 'meta.code.class'),\n", - " ('TCOMM29', 'Priorities for targeting, see notes'),\n", - " ('TUCD29', 'meta.code.class'),\n", - " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", - " ('TUCD30', 'meta.code.class'),\n", - " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", - " ('TUCD31', 'meta.code.cross'),\n", - " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", - " ('TUCD32', 'meta.code'),\n", - " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", - " ('TUCD33', 'meta.code'),\n", - " ('TCOMM34', 'Visual classification, see notes'),\n", - " ('TUCD34', 'mata.code.qual'),\n", - " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", - " ('TUCD35', 'meta.id'),\n", - " ('DATE-HDU', '2015-09-04T13:22:37'),\n", - " ('STILVERS', '3.0-8'),\n", - " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", - " ('DMU', 'EqInputCat'),\n", - " ('NAME', 'TilingCat'),\n", - " ('VERSION', 'v46'),\n", - " ('DATE', '2015-05-22'),\n", - " ('CONTACT', 'Ivan Baldry '),\n", - " ('AREA', 180.0),\n", - " ('GOLD_NGAL', 113687),\n", - " ('DDP1_ZMIN', 0.0390699990093708),\n", - " ('DDP1_ZMAX', 0.2629899978637695),\n", - " ('DDP1_VZ', 7594754.153764196),\n", - " ('DDP1ZLIMS_NGAL', 113687),\n", - " ('DDP1_NGAL', 45293),\n", - " ('DDP1_DENS', 0.005963721679858641),\n", - " ('DDP2_ZMIN', 0.03914999961853027),\n", - " ('DDP2_ZMAX', 0.1937000006437302),\n", - " ('DDP2_VZ', 3156659.558717707),\n", - " ('DDP2ZLIMS_NGAL', 73942),\n", - " ('DDP2_NGAL', 33396),\n", - " ('DDP2_DENS', 0.01057953807776663),\n", - " ('DDP3_ZMIN', 0.03903000056743622),\n", - " ('DDP3_ZMAX', 0.1015800014138222),\n", - " ('DDP3_VZ', 457819.2340050841),\n", - " ('DDP3ZLIMS_NGAL', 18121),\n", - " ('DDP3_NGAL', 8842),\n", - " ('DDP3_DENS', 0.01931329953669401),\n", - " ('TMR_DDP1', '[-21.8, -20.1]'),\n", - " ('TMR_DDP2', '[-20.6, -19.3]'),\n", - " ('TMR_DDP3', '[-19.6, -17.8]'),\n", - " ('RPATH_0',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G9_0.fits'),\n", - " ('RPATH_1',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G12_0.fits'),\n", - " ('RPATH_2',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G15_0.fits'),\n", - " ('VOL8', 2144.660584850632),\n", - " ('comments',\n", - " ['Science targets and information for tiling and spectroscopic',\n", - " 'observation.'])])" - ] - }, - "execution_count": 36, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='ddp_n8', dryrun=dryrun, survey=survey, version=version)\n", - "gold = Table.read(fpath)\n", - "#gold = Table.read(os.environ['HOME'] + '/data/{}/gama_gold_ddp_n8.fits'.format(version))\n", - "gold.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "id": "a72735e6", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:22.732624Z", - "iopub.status.busy": "2022-03-01T12:59:22.732107Z", - "iopub.status.idle": "2022-03-01T12:59:31.536756Z", - "shell.execute_reply": "2022-03-01T12:59:31.537687Z" - }, - "papermill": { - "duration": 8.885371, - "end_time": "2022-03-01T12:59:31.537997", - "exception": false, - "start_time": "2022-03-01T12:59:22.652626", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "ddp_zmin = gold.meta['DDP1_ZMIN']\n", - "ddp_zmax = gold.meta['DDP1_ZMAX']\n", - "\n", - "isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", - "\n", - "fills = rand['FILLFACTOR'].data[isin]\n", - "pos_slice = pos[isin]\n", - "\n", - "fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", - "pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", - " \n", - "plt.scatter(pos_slice[:,0],\\\n", - " pos_slice[:,1],\\\n", - " c=fills,\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " vmin=0.,\\\n", - " vmax=1.,\\\n", - " cmap='hot')\n", - "\n", - "pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", - "pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", - "\n", - "pl.colorbar(label='FILLFACTOR')\n", - " \n", - "plt.title('{}'.format(field))\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "id": "75c59970", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:31.769756Z", - "iopub.status.busy": "2022-03-01T12:59:31.769172Z", - "iopub.status.idle": "2022-03-01T12:59:48.005455Z", - "shell.execute_reply": "2022-03-01T12:59:48.006238Z" - }, - "papermill": { - "duration": 16.358168, - "end_time": "2022-03-01T12:59:48.006495", - "exception": false, - "start_time": "2022-03-01T12:59:31.648327", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for idx in np.arange(1, 4, 1):\n", - " ddp_zmin = gold.meta['DDP{}_ZMIN'.format(idx)]\n", - " ddp_zmax = gold.meta['DDP{}_ZMAX'.format(idx)]\n", - "\n", - " isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", - "\n", - " fills = rand['DDP{}_DELTA8'.format(idx)].data[isin]\n", - " pos_slice = pos[isin]\n", - "\n", - " fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", - " pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", - " \n", - " plt.scatter(pos_slice[:,0],\\\n", - " pos_slice[:,1],\\\n", - " c=fills,\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " vmin=0.,\\\n", - " vmax=1.,\\\n", - " cmap='hot')\n", - " \n", - " pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", - " pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", - "\n", - " pl.xlim(100., 800.)\n", - " pl.ylim(-100., 100.)\n", - " \n", - " pl.colorbar(label='DDP{} $\\delta_8$'.format(idx))\n", - " \n", - " plt.title('{}: DDP{}'.format(field, idx))\n", - " plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "id": "7218e9c5", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:48.200789Z", - "iopub.status.busy": "2022-03-01T12:59:48.199437Z", - "iopub.status.idle": "2022-03-01T12:59:48.204437Z", - "shell.execute_reply": "2022-03-01T12:59:48.204776Z" - }, - "papermill": { - "duration": 0.091632, - "end_time": "2022-03-01T12:59:48.204902", - "exception": false, - "start_time": "2022-03-01T12:59:48.113270", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "cmap = plt.cm.tab20c\n", - "\n", - "cmaplist = [cmap(i) for i in range(cmap.N)]\n", - "\n", - "cmap = mpl.colors.LinearSegmentedColormap.from_list('Custom cmap', cmaplist, cmap.N)\n", - "\n", - "bounds = np.linspace(0, 9, 10)\n", - "norm = mpl.colors.BoundaryNorm(bounds, cmap.N)" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "id": "9f87845d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:48.342066Z", - "iopub.status.busy": "2022-03-01T12:59:48.341070Z", - "iopub.status.idle": "2022-03-01T12:59:56.851806Z", - "shell.execute_reply": "2022-03-01T12:59:56.852583Z" - }, - "papermill": { - "duration": 8.586939, - "end_time": "2022-03-01T12:59:56.852854", - "exception": false, - "start_time": "2022-03-01T12:59:48.265915", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for idx in np.arange(1, 2, 1):\n", - " ddp_zmin = gold.meta['DDP{}_ZMIN'.format(idx)]\n", - " ddp_zmax = gold.meta['DDP{}_ZMAX'.format(idx)]\n", - "\n", - " isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", - " isin = rand['DDP{}_DELTA8_TIER'.format(idx)] > -999\n", - " \n", - " fills = rand['DDP{}_DELTA8_TIER'.format(idx)].data[isin]\n", - " pos_slice = pos[isin]\n", - "\n", - " fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", - " pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", - " \n", - " plt.scatter(pos_slice[:,0],\\\n", - " pos_slice[:,1],\\\n", - " c=fills,\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " cmap=cmap,\\\n", - " norm=norm)\n", - " \n", - " pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", - " pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", - "\n", - " pl.xlim(100., 800.)\n", - " pl.ylim(-100., 100.)\n", - " \n", - " pl.colorbar(label='DDP{} $\\delta_8$'.format(idx))\n", - " \n", - " plt.title('{}: DDP{}'.format(field, idx))" - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "id": "7478d4fb", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:57.087448Z", - "iopub.status.busy": "2022-03-01T12:59:57.086558Z", - "iopub.status.idle": "2022-03-01T12:59:59.318140Z", - "shell.execute_reply": "2022-03-01T12:59:59.319067Z" - }, - "papermill": { - "duration": 2.356311, - "end_time": "2022-03-01T12:59:59.319360", - "exception": false, - "start_time": "2022-03-01T12:59:56.963049", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'DDP2 $\\\\delta_8$')" - ] - }, - "execution_count": 41, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Larger minimum redshift & Smaller maximum redshift. \n", - "isin = (rand['Z'] > gold.meta['DDP1_ZMIN']) & (rand['Z'] < gold.meta['DDP2_ZMAX'])\n", - "\n", - "pl.plot(rand['DDP1_DELTA8'][isin], rand['DDP2_DELTA8'][isin], marker=',', lw=0.0, c='k')\n", - "\n", - "pl.xlim(-1.2, 10.)\n", - "pl.ylim(-1.2, 10.)\n", - "\n", - "pl.xlabel('DDP1 $\\delta_8$')\n", - "pl.ylabel('DDP2 $\\delta_8$')" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "id": "38c9bdec", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:59.572761Z", - "iopub.status.busy": "2022-03-01T12:59:59.571785Z", - "iopub.status.idle": "2022-03-01T13:00:11.464701Z", - "shell.execute_reply": "2022-03-01T13:00:11.463874Z" - }, - "papermill": { - "duration": 12.02436, - "end_time": "2022-03-01T13:00:11.464938", - "exception": false, - "start_time": "2022-03-01T12:59:59.440578", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "rand_ddp1fill = np.clip(np.sort(rand[rand['IN_DDP1']]['FILLFACTOR'].data)[::-1], 0, 1) \n", - "rand_ddp2fill = np.clip(np.sort(rand[rand['IN_DDP2']]['FILLFACTOR'].data)[::-1], 0, 1)\n", - "rand_ddp3fill = np.clip(np.sort(rand[rand['IN_DDP3']]['FILLFACTOR'].data)[::-1], 0, 1)" - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "id": "d05b32bf", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:11.666169Z", - "iopub.status.busy": "2022-03-01T13:00:11.664893Z", - "iopub.status.idle": "2022-03-01T13:00:13.736828Z", - "shell.execute_reply": "2022-03-01T13:00:13.737667Z" - }, - "papermill": { - "duration": 2.160452, - "end_time": "2022-03-01T13:00:13.737950", - "exception": false, - "start_time": "2022-03-01T13:00:11.577498", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 43, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(rand_ddp1fill, np.cumsum(rand_ddp1fill) / len(rand_ddp1fill), lw=1, color='blue', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP1_ZMIN'], rand.meta['DDP1_ZMAX']))\n", - "plt.plot(rand_ddp2fill, np.cumsum(rand_ddp2fill) / len(rand_ddp2fill), lw=1, color='green', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP2_ZMIN'], rand.meta['DDP2_ZMAX']))\n", - "plt.plot(rand_ddp3fill, np.cumsum(rand_ddp3fill) / len(rand_ddp3fill), lw=1, color='red', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP3_ZMIN'], rand.meta['DDP3_ZMAX']))\n", - "\n", - "plt.xlabel('Fill factor')\n", - "plt.ylabel(r'Volume fraction ($\\geq$ Fill factor)')\n", - "\n", - "pl.xlim(0.0, 1.05)\n", - "pl.ylim(0.0, 1.05)\n", - "\n", - "plt.legend(frameon=False, loc=3)" - ] - }, - { - "cell_type": "markdown", - "id": "83a4e974", - "metadata": { - "papermill": { - "duration": 0.080031, - "end_time": "2022-03-01T13:00:13.936374", - "exception": false, - "start_time": "2022-03-01T13:00:13.856343", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Done." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "6964d660", - "metadata": { - "papermill": { - "duration": 0.121979, - "end_time": "2022-03-01T13:00:14.126342", - "exception": false, - "start_time": "2022-03-01T13:00:14.004363", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Lumfn", - "language": "python", - "name": "lumfn" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.9" - }, - "papermill": { - "default_parameters": {}, - "duration": 268.795163, - "end_time": "2022-03-01T13:00:16.852597", - "environment_variables": {}, - "exception": null, - "input_path": "docs/nb/randoms_n8_qa.ipynb", - "output_path": "test/pm_randoms_n8_G9_qa.ipynb", - "parameters": { - "field": "G9", - "survey": "gama" - }, - "start_time": "2022-03-01T12:55:48.057434", - "version": "2.3.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/test/pm_zmax_catQA.ipynb b/test/pm_zmax_catQA.ipynb deleted file mode 100644 index 984707d7..00000000 --- a/test/pm_zmax_catQA.ipynb +++ /dev/null @@ -1,1225 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "33ee73e7", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:29.450427Z", - "iopub.status.busy": "2022-03-01T13:09:29.449481Z", - "iopub.status.idle": "2022-03-01T13:09:29.454057Z", - "shell.execute_reply": "2022-03-01T13:09:29.453181Z" - }, - "papermill": { - "duration": 0.052099, - "end_time": "2022-03-01T13:09:29.454264", - "exception": false, - "start_time": "2022-03-01T13:09:29.402165", - "status": "completed" - }, - "tags": [ - "injected-parameters" - ] - }, - "outputs": [], - "source": [ - "# Parameters\n", - "survey = \"gama\"\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "9c77ba0d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:29.507255Z", - "iopub.status.busy": "2022-03-01T13:09:29.506590Z", - "iopub.status.idle": "2022-03-01T13:09:30.827049Z", - "shell.execute_reply": "2022-03-01T13:09:30.825964Z" - }, - "papermill": { - "duration": 1.349055, - "end_time": "2022-03-01T13:09:30.827303", - "exception": false, - "start_time": "2022-03-01T13:09:29.478248", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "import pylab as pl\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "from astropy.table import Table" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "b20f3b4f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:30.889286Z", - "iopub.status.busy": "2022-03-01T13:09:30.888521Z", - "iopub.status.idle": "2022-03-01T13:09:30.891693Z", - "shell.execute_reply": "2022-03-01T13:09:30.890953Z" - }, - "papermill": { - "duration": 0.033519, - "end_time": "2022-03-01T13:09:30.891865", - "exception": false, - "start_time": "2022-03-01T13:09:30.858346", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "os.environ['CODE_ROOT'] = os.environ['HOME'] + '/DESI/'\n", - "\n", - "sys.path.append(os.environ['CODE_ROOT'])" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "0bfd1893", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:30.940988Z", - "iopub.status.busy": "2022-03-01T13:09:30.940380Z", - "iopub.status.idle": "2022-03-01T13:09:31.556347Z", - "shell.execute_reply": "2022-03-01T13:09:31.555739Z" - }, - "papermill": { - "duration": 0.642452, - "end_time": "2022-03-01T13:09:31.556504", - "exception": false, - "start_time": "2022-03-01T13:09:30.914052", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import pubplot\n", - "\n", - "from vmaxer import vmaxer\n", - "from smith_kcorr import test_plots, test_nonnative_plots\n", - "from cosmo import distmod, volcom\n", - "from lumfn import lumfn\n", - "from schechter import named_schechter\n", - "from findfile import findfile" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "18faa267", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:31.600698Z", - "iopub.status.busy": "2022-03-01T13:09:31.600128Z", - "iopub.status.idle": "2022-03-01T13:09:31.603211Z", - "shell.execute_reply": "2022-03-01T13:09:31.603663Z" - }, - "papermill": { - "duration": 0.02769, - "end_time": "2022-03-01T13:09:31.603815", - "exception": false, - "start_time": "2022-03-01T13:09:31.576125", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "survey = 'gama'\n", - "version = 'latest'\n", - 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ZGAMAZMINZMAXMCOLOR_0P0DDPMALL_0P0_VISZFIELDVMAXVZ
mag
float32float64float64float64float64bytes3float64float64
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0.056060.039030000567436220.06861931872909628-16.820331267855046-16.433156214909655G15124301.6832184797855377.53696164946
0.155950.039030000567436220.1579620420584881-18.536470671927713-18.793359517282955G151738362.46252459121673832.8985113946
0.220790.039030000567436220.24282635034278316-19.58695176356978-19.608012263873803G96052015.607866064607980.002333049
0.114580.039030000567436220.20004425040188942-19.13298043380075-18.07713914432092G153466141.89457807664025.6291286683
0.216540.039030000567436220.24933107583550496-20.032415909713364-19.561833913510945G96526019.0554877164357335.38176644
0.191010.039030000567436220.22014528332254174-19.29459927768612-19.267592612289832G94569391.238952893031266.6305087632
0.204030.039030000567436220.26298999786376953-19.972380821618955-19.421818615577166G97594841.6128832083669797.831405484
0.187360.039030000567436220.2058879448269272-19.53376158976204-19.222068786440754G123767242.8471841652865879.899412097
0.229620.039030000567436220.26298999786376953-20.381241517406725-19.700664418955498G97594841.6128832085157156.749923498
0.210450.039030000567436220.26298999786376953-20.380649274682924-19.49514503972804G157594841.6128832084013370.5718313963
........................
0.193830.039030000567436220.19864692077725885-19.475829265010326-19.30148713999532G123396469.63381392143163076.607021089
0.209620.039030000567436220.26298999786376953-20.372571307213814-19.485863654226375G97594841.6128832083967861.5556528755
0.135890.039030000567436220.24439058743407419-20.022848141317812-18.47292558389706G156163972.42002040151111842.8349327655
0.218350.039030000567436220.2314150920068459-19.891396833567654-19.581654408189806G95273566.3429757714463005.823323938
0.188410.039030000567436220.22148460477465073-19.753852764052898-19.23534659989433G154649782.8380692542912857.7215462117
0.079390.039030000567436220.2540177617378949-19.607341971803066-17.23371067303656G156881432.651962878206704.09995958628
0.184420.039030000567436220.26298999786376953-21.95212719738302-19.18489075802353G97594841.6128832082736893.4824762125
0.179140.039030000567436220.26298999786376953-20.43300117271917-19.11751961404195G97594841.6128832082514570.410283935
0.216360.039030000567436220.22007627170147268-19.19148967673042-19.559862911055742G94565272.6713947864346913.976311187
0.074790.039030000567436220.26298999786376953-21.41930366150835-17.093257571181535G127594841.612883208168659.59705849725
0.054690.039030000567436220.05478799953203873-16.312012654988695-16.376546150727087G949846.090160756549430.186846326076
0.083480.039030000567436220.20725488547437532-19.537757933229113-17.346388250469836G123839964.4921885375244316.16387475358
" - ], - "text/plain": [ - "\n", - " ZGAMA ZMIN ZMAX MCOLOR_0P0 DDPMALL_0P0_VISZ FIELD VMAX VZ \n", - " mag \n", - "float32 float64 float64 float64 float64 bytes3 float64 float64 \n", - "------- ------------------- ------------------- ------------------- ------------------- ------ ------------------ ------------------\n", - "0.07775 0.03903000056743622 0.1405274458084947 -18.388372842502058 -17.1836360612024 G12 1229028.6336226421 192634.61521107034\n", - "0.05606 0.03903000056743622 0.06861931872909628 -16.820331267855046 -16.433156214909655 G15 124301.68321847978 55377.53696164946\n", - "0.15595 0.03903000056743622 0.1579620420584881 -18.536470671927713 -18.793359517282955 G15 1738362.4625245912 1673832.8985113946\n", - "0.22079 0.03903000056743622 0.24282635034278316 -19.58695176356978 -19.608012263873803 G9 6052015.60786606 4607980.002333049\n", - "0.11458 0.03903000056743622 0.20004425040188942 -19.13298043380075 -18.07713914432092 G15 3466141.89457807 664025.6291286683\n", - "0.21654 0.03903000056743622 0.24933107583550496 -20.032415909713364 -19.561833913510945 G9 6526019.055487716 4357335.38176644\n", - "0.19101 0.03903000056743622 0.22014528332254174 -19.29459927768612 -19.267592612289832 G9 4569391.23895289 3031266.6305087632\n", - "0.20403 0.03903000056743622 0.26298999786376953 -19.972380821618955 -19.421818615577166 G9 7594841.612883208 3669797.831405484\n", - "0.18736 0.03903000056743622 0.2058879448269272 -19.53376158976204 -19.222068786440754 G12 3767242.847184165 2865879.899412097\n", - "0.22962 0.03903000056743622 0.26298999786376953 -20.381241517406725 -19.700664418955498 G9 7594841.612883208 5157156.749923498\n", - "0.21045 0.03903000056743622 0.26298999786376953 -20.380649274682924 -19.49514503972804 G15 7594841.612883208 4013370.5718313963\n", - " ... ... ... ... ... ... ... ...\n", - "0.19383 0.03903000056743622 0.19864692077725885 -19.475829265010326 -19.30148713999532 G12 3396469.6338139214 3163076.607021089\n", - "0.20962 0.03903000056743622 0.26298999786376953 -20.372571307213814 -19.485863654226375 G9 7594841.612883208 3967861.5556528755\n", - "0.13589 0.03903000056743622 0.24439058743407419 -20.022848141317812 -18.47292558389706 G15 6163972.4200204015 1111842.8349327655\n", - "0.21835 0.03903000056743622 0.2314150920068459 -19.891396833567654 -19.581654408189806 G9 5273566.342975771 4463005.823323938\n", - "0.18841 0.03903000056743622 0.22148460477465073 -19.753852764052898 -19.23534659989433 G15 4649782.838069254 2912857.7215462117\n", - "0.07939 0.03903000056743622 0.2540177617378949 -19.607341971803066 -17.23371067303656 G15 6881432.651962878 206704.09995958628\n", - "0.18442 0.03903000056743622 0.26298999786376953 -21.95212719738302 -19.18489075802353 G9 7594841.612883208 2736893.4824762125\n", - "0.17914 0.03903000056743622 0.26298999786376953 -20.43300117271917 -19.11751961404195 G9 7594841.612883208 2514570.410283935\n", - "0.21636 0.03903000056743622 0.22007627170147268 -19.19148967673042 -19.559862911055742 G9 4565272.671394786 4346913.976311187\n", - "0.07479 0.03903000056743622 0.26298999786376953 -21.41930366150835 -17.093257571181535 G12 7594841.612883208 168659.59705849725\n", - "0.05469 0.03903000056743622 0.05478799953203873 -16.312012654988695 -16.376546150727087 G9 49846.0901607565 49430.186846326076\n", - "0.08348 0.03903000056743622 0.20725488547437532 -19.537757933229113 -17.346388250469836 G12 3839964.4921885375 244316.16387475358" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='vmax', dryrun=dryrun, version=version, survey=survey)\n", - "gama_vmax = Table.read(fpath)\n", - "gama_vmax" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "a1f0ec32", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:32.107627Z", - "iopub.status.busy": "2022-03-01T13:09:32.101446Z", - "iopub.status.idle": "2022-03-01T13:09:32.373656Z", - "shell.execute_reply": "2022-03-01T13:09:32.374651Z" - }, - "papermill": { - "duration": 0.361425, - "end_time": "2022-03-01T13:09:32.374963", - "exception": false, - "start_time": "2022-03-01T13:09:32.013538", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'ZMAX')" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(gama_vmax['ZMAX'], bins=np.arange(0.0, 0.3, 0.01), histtype='step')\n", - "pl.xlabel('ZMAX')" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "da865626", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:32.450044Z", - "iopub.status.busy": "2022-03-01T13:09:32.449295Z", - "iopub.status.idle": "2022-03-01T13:09:32.463310Z", - "shell.execute_reply": "2022-03-01T13:09:32.463858Z" - }, - "papermill": { - "duration": 0.05244, - "end_time": "2022-03-01T13:09:32.464042", - "exception": false, - "start_time": "2022-03-01T13:09:32.411602", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "array([0.03903 , 0.03981007])" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.unique(gama_vmax['ZMIN'].data)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "f0a7f470", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:32.577207Z", - "iopub.status.busy": "2022-03-01T13:09:32.576018Z", - "iopub.status.idle": "2022-03-01T13:09:32.868875Z", - "shell.execute_reply": "2022-03-01T13:09:32.869704Z" - }, - "papermill": { - "duration": 0.380482, - "end_time": "2022-03-01T13:09:32.869997", - "exception": false, - "start_time": "2022-03-01T13:09:32.489515", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, '$z_{\\\\rm max}$')" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(1,1,figsize=(10,10))\n", - "\n", - "ax.plot(gama_zmax['ZGAMA'], gama_zmax['ZMAX'], marker=',', lw=0.0)\n", - "ax.plot(gama_vmax['ZGAMA'], gama_vmax['ZMAX'], marker=',', lw=0.0)\n", - "\n", - "# ax.axvline(zmin, c='k', lw=0.5) \n", - "# ax.axvline(zmax, c='k', lw=0.5) \n", - " \n", - "# ax.axhline(zmin, c='k', lw=0.5) \n", - "# ax.axhline(zmax, c='k', lw=0.5) \n", - "\n", - "ax.set_xlim(0.0, 0.55)\n", - "ax.set_ylim(0.0, 0.55)\n", - "\n", - "ax.set_xlabel(r'$z$')\n", - "ax.set_ylabel(r'$z_{\\rm max}$')" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "76d77368", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:33.002520Z", - "iopub.status.busy": "2022-03-01T13:09:32.993820Z", - "iopub.status.idle": "2022-03-01T13:09:33.609550Z", - "shell.execute_reply": "2022-03-01T13:09:33.610475Z" - }, - "papermill": { - "duration": 0.703836, - "end_time": "2022-03-01T13:09:33.610786", - "exception": false, - "start_time": "2022-03-01T13:09:32.906950", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(1,1,figsize=(10,10))\n", - "\n", - "sc = ax.scatter(gama_zmax['ZMAX'], gama_zmax['MCOLOR_0P0'], marker='.', lw=0.0, s=1, c=gama_zmax['REST_GMR_0P0'], vmin=0.0, vmax=1.0)\n", - "\n", - "ax.set_xlim(0.03, 0.52)\n", - "ax.set_ylim(-23., -15.)\n", - "\n", - "ax.set_xlabel(r'$z_{\\rm max}$')\n", - "ax.set_ylabel(r'$^{0.0}M_{\\rm Colour}$', fontsize=16)\n", - "\n", - "plt.colorbar(sc, label='Rest \\ $^{0.0}(g-r)$')" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "9514855a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:33.756518Z", - "iopub.status.busy": "2022-03-01T13:09:33.754896Z", - "iopub.status.idle": "2022-03-01T13:09:33.919445Z", - "shell.execute_reply": "2022-03-01T13:09:33.920288Z" - }, - "papermill": { - "duration": 0.263746, - "end_time": "2022-03-01T13:09:33.920570", - "exception": false, - "start_time": "2022-03-01T13:09:33.656824", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'DEC [deg.]')" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "pl.plot(gama_zmax['RA'], gama_zmax['DEC'], marker=',', lw=0.0)\n", - "\n", - "pl.xlim(240., 120.)\n", - "\n", - "pl.xlabel('RA [deg.]')\n", - "pl.ylabel('DEC [deg.]')" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "d3cdd7f4", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:34.010229Z", - "iopub.status.busy": "2022-03-01T13:09:34.009595Z", - "iopub.status.idle": "2022-03-01T13:09:34.057155Z", - "shell.execute_reply": "2022-03-01T13:09:34.056118Z" - }, - "papermill": { - "duration": 0.090728, - "end_time": "2022-03-01T13:09:34.057375", - "exception": false, - "start_time": "2022-03-01T13:09:33.966647", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
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MEDIAN_MPHI_NPHI_N_ERRORPHI_IVMAXPHI_IVMAX_ERRORNV_ON_VMAX
float64float64float64float64float64float64float64
-25.40.00.00.00.00.0--
-25.2000000000000030.00.00.00.00.0--
-25.00.00.00.00.00.0--
-24.8000000000000040.00.00.00.00.0--
-24.60.00.00.00.00.0--
-24.4000000000000060.00.00.00.00.0--
-24.2000000000000030.00.00.00.00.0--
-24.0000000000000070.00.00.00.00.0--
-23.8000000000000040.00.00.00.00.0--
-23.600000000000010.00.00.00.00.0--
-23.4000000000000060.00.00.00.00.0--
-23.422931760647586.583415764087122e-076.583415764087122e-076.584922389746205e-076.584922389746205e-071.00.9997712006960888
.....................
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-16.0075789166538985.727571714755796e-056.140601429572092e-060.019427639959321770.00211124891336289487.00.003012505265889661
" - ], - "text/plain": [ - "\n", - " MEDIAN_M PHI_N PHI_N_ERROR PHI_IVMAX PHI_IVMAX_ERROR N V_ON_VMAX \n", - " float64 float64 float64 float64 float64 float64 float64 \n", - "------------------- ---------------------- ---------------------- --------------------- ---------------------- ------- --------------------\n", - " -25.4 0.0 0.0 0.0 0.0 0.0 --\n", - "-25.200000000000003 0.0 0.0 0.0 0.0 0.0 --\n", - " -25.0 0.0 0.0 0.0 0.0 0.0 --\n", - "-24.800000000000004 0.0 0.0 0.0 0.0 0.0 --\n", - " -24.6 0.0 0.0 0.0 0.0 0.0 --\n", - "-24.400000000000006 0.0 0.0 0.0 0.0 0.0 --\n", - "-24.200000000000003 0.0 0.0 0.0 0.0 0.0 --\n", - "-24.000000000000007 0.0 0.0 0.0 0.0 0.0 --\n", - "-23.800000000000004 0.0 0.0 0.0 0.0 0.0 --\n", - " -23.60000000000001 0.0 0.0 0.0 0.0 0.0 --\n", - "-23.400000000000006 0.0 0.0 0.0 0.0 0.0 --\n", - " -23.42293176064758 6.583415764087122e-07 6.583415764087122e-07 6.584922389746205e-07 6.584922389746205e-07 1.0 0.9997712006960888\n", - " ... ... ... ... ... ... ...\n", - "-18.210680967022103 0.001580678124957318 3.22587372440269e-05 0.012580438881076109 0.0002594531471564492 2401.0 0.12964537729372896\n", - "-18.005531487039228 0.0011863315206884996 2.794658053274875e-05 0.012409594762771885 0.00029482208472765846 1802.0 0.09813916342801689\n", - "-17.806770806245083 0.000992779097224338 2.5565362424426706e-05 0.01381931287635131 0.0003588176756506515 1508.0 0.07389117751531793\n", - " -17.60540082245031 0.0007972516490309505 2.2909908498671075e-05 0.014698315005989913 0.0004251688564666649 1211.0 0.05518194314959416\n", - "-17.403713154375016 0.0006827002147358345 2.1200234328510514e-05 0.016877688941591893 0.0005273854139469358 1037.0 0.041027935766775755\n", - "-17.212893850404157 0.0005516902410305008 1.9057823143510443e-05 0.018073731805247826 0.0006278194700539957 838.0 0.030985802528041846\n", - "-17.016257753703133 0.00035155440180225235 1.5213246828863214e-05 0.015731810903988393 0.0006850130616316443 534.0 0.022844181546381424\n", - "-16.806631082779923 0.00025543653164658033 1.2967825142119382e-05 0.01604767169743556 0.0008200072856345317 388.0 0.016161457253183884\n", - "-16.604055320370207 0.0002383196506599538 1.2525802748911848e-05 0.021058990156774846 0.001113913779532084 362.0 0.01144087266008334\n", - "-16.407765796266453 0.00020737759656874435 1.1684403871696542e-05 0.026579095532122038 0.001507698282257368 315.0 0.007817437918952234\n", - "-16.228752020563036 0.00010796801853102881 8.43088580882475e-06 0.0207362383674028 0.0016335749191855819 164.0 0.005359130088187801\n", - "-16.007578916653898 5.727571714755796e-05 6.140601429572092e-06 0.01942763995932177 0.002111248913362894 87.0 0.003012505265889661" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='lumfn', dryrun=dryrun, version=version, survey=survey)\n", - "gama_lf = Table.read(fpath)\n", - "gama_lf" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "086b673d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:34.151919Z", - "iopub.status.busy": "2022-03-01T13:09:34.151268Z", - "iopub.status.idle": "2022-03-01T13:09:34.366993Z", - "shell.execute_reply": "2022-03-01T13:09:34.367924Z" - }, - "papermill": { - "duration": 0.263778, - "end_time": "2022-03-01T13:09:34.368206", - "exception": false, - "start_time": "2022-03-01T13:09:34.104428", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_158345/3573005910.py:6: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), label='RAW', lw=1.)\n", - "/tmp/ipykernel_158345/3573005910.py:7: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), label='IVMAX', lw=1.)\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "Ms = np.arange(-23., -15., 0.01)\n", - "sc = named_schechter(Ms, named_type='TMR')\n", - "\n", - "pl.plot(Ms, np.log10(sc), label='TMR', lw=1.)\n", - "\n", - "pl.plot(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), label='RAW', lw=1.)\n", - "pl.plot(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), label='IVMAX', lw=1.)\n", - "\n", - "pl.xlabel(r'$M$')\n", - "pl.ylabel(r'$\\Phi(M)$')\n", - "\n", - "pl.ylim(-4.25, -1.)\n", - "pl.xlim(-23., -15.5)\n", - "\n", - "pl.legend(frameon=False, loc=2)" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "e2045f20", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:34.468676Z", - "iopub.status.busy": "2022-03-01T13:09:34.468018Z", - "iopub.status.idle": "2022-03-01T13:09:34.653250Z", - "shell.execute_reply": "2022-03-01T13:09:34.654170Z" - }, - "papermill": { - "duration": 0.233377, - "end_time": "2022-03-01T13:09:34.654448", - "exception": false, - "start_time": "2022-03-01T13:09:34.421071", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, '$V/V_{Max}$')" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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MtaQHd38n6YOkSbnbDv0Z2t31HHp9svFrTX/VXnpPh+a6+4OZZZXVq6anOpY0LA3RPVXeLTWRdNezwF73fTOr2ZZJeeu6Z5+rdf+IOU7bimnRbszsQdLjcx7krulFGK37pbLBl9DO2vS1pimbbosgMrPjnobStNL1tjDdlaTj1PX0pHvOzCRp5D28P22Dz1RmZpmZjUqhPCi2PddxRtjgMzVUJXjcfWZm+9Dd21pfuumk7ufQ65O1zk0aLTaUdG9mg/SF/NN3O9rvyN0v9dtF9wvlQ9jLXxK118uKabDSvhc9HPgirf+Z+kVPR5T9JOnyeQ8xTOtzk1pET64RpfdLn1rSW+vVdEBdz6HXJ23PTfqQfK2p4sbdP3yXg8WLseFn6hvv8SwD65yb9AfduUotpD5/32yiV2EEANhNfeqmAwDsKMIIABCOMAIAhCOMAADhCCMAQDjCCHgm6X4tAC0QRsAzSDc81j1qAEANwghI0iPHH83M07+1M06ncp5+ls3a8ZOkaWWfruoGeoebXoGS1LV2K+m0mNhySbkvymczz5Zsvy3PTNBl3UAf0TICnirmC1v6ZNvSVC/Zku1nyh+90XndQF8RRkBJacbpo7rtae6+QcPjIs5V81jyjuoGeokwAhZlWt56+fOqyT+L2btXtGw2rhvoM8IIWFTMxPxE8Yynhn3/qPouui7qBnqLMAIWzVQ/LPv9qoEHyQfVdNF1VDfQW4QRsGgm/dblln6/Uv7wuKVS+axh8MFGdQN9RxgBi4oHoI2k/JHrkj63GOE2kfRrV3Wb2aThnqSJmX1NI/CAnUYYAYuqQ7DPK48iX+a0RbnWdacngd6o/hrTSNI7SVOeGIo+IIyARd8CIz1aurZlUpbCIeuy7nST7LXqrzENlIcUgx7QC4QRUFG6z+e0srzKmfLg6LLu4p6jJy0jMxu7+4Okk7pBD6n77iz9fCqtH5nZOE05dJZ+XzXyD/huCCOg3kzSaI37fn5aYzTcunXPigEPqQV2n1pN99WC6frSPHX9PehpkI3SMX4uHS8tK7wIhBFQ70H5MO1GRUB0WXcKn6LVVG4dDdJgh1NVgiQdx1npGtSxpG8BWQrL90oDLbjehJfiVfQBAC+Ru7cKouRcq2903aTucSlUZpJOzGxYCpSxpD9V9nkSPsoDq+64xmIoOV4YWkbA9sbPfMPqF+XBci99azWN0nWjqqz0+x/d/S5dGxqZ2XFqPRWtq2LmByAcLSNgC+k+oXW66JrqG0j6s6QzM8tSyM0k/eruWbpWdC5pbmblLjm5+42ZvS89YXaawuZBeatplH6/KkKo5ZB14NnxPCNgC2nAwK9LWikAWqKbDtjOsu4yAGugZQQACEfLCAAQjjACAIQjjAAA4QgjAEA4wggAEI4wAgCE+39Wri9YQRiDxAAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(gama_vmax['VZ'] / gama_vmax['VMAX'], bins=np.arange(0.0, 1.0, 0.05), histtype='step', density=True)\n", - "\n", - "pl.xlabel('$V/V_{Max}$')" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "bad9f04f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:34.762612Z", - "iopub.status.busy": "2022-03-01T13:09:34.758086Z", - "iopub.status.idle": "2022-03-01T13:09:35.016100Z", - "shell.execute_reply": "2022-03-01T13:09:35.017033Z" - }, - "papermill": { - "duration": 0.308126, - "end_time": "2022-03-01T13:09:35.017331", - "exception": false, - "start_time": "2022-03-01T13:09:34.709205", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fields = ['G9', 'G12', 'G15']\n", - "for field in fields:\n", - " field_vmax = gama_vmax[gama_vmax['FIELD'] == field]\n", - " _ = pl.hist(field_vmax['VZ'] / field_vmax['VMAX'], bins=np.arange(0.0, 1.001, 0.05), histtype='step', density=True, label=field)\n", - "\n", - "pl.legend()\n", - "pl.xlabel('$V/V_{Max}$')\n", - "pl.ylim(0, 1.45)\n", - "pl.show()\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3b309a72", - "metadata": { - "papermill": { - "duration": 0.053025, - "end_time": "2022-03-01T13:09:35.137625", - "exception": false, - "start_time": "2022-03-01T13:09:35.084600", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "695430b4", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:35.230749Z", - "iopub.status.busy": "2022-03-01T13:09:35.229680Z", - "iopub.status.idle": "2022-03-01T13:09:36.428048Z", - "shell.execute_reply": "2022-03-01T13:09:36.428983Z" - }, - "papermill": { - "duration": 1.248267, - "end_time": "2022-03-01T13:09:36.429281", - "exception": false, - "start_time": "2022-03-01T13:09:35.181014", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", - "idx = np.digitize(gama_vmax['MCOLOR_0P0'], np.arange(-23., -17., 1.))\n", - "\n", - "for count, jj in enumerate(np.unique(idx)):\n", - " sample = gama_vmax[(idx == jj) & (gama_vmax['MCOLOR_0P0'].data >= -23.) & (gama_vmax['MCOLOR_0P0'].data <= -17.)]\n", - " nsample = len(sample)\n", - "\n", - " if nsample == 0:\n", - " continue\n", - " \n", - " dbin = 0.05\n", - " bins = np.arange(0., 1.001, dbin)\n", - " \n", - " ns, _ = np.histogram(sample['VZ'] / sample['VMAX'], bins=bins)\n", - " \n", - " centres = bins[:-1] + dbin/2.\n", - " \n", - " plt.plot(centres, ns / nsample, color=colors[count], label=r'${:.0f} \\leq M_r \\leq {:.0f}$'.format(sample['MCOLOR_0P0'].min(),\\\n", - " sample['MCOLOR_0P0'].max()))\n", - "\n", - " plt.xlabel('V/VMAX')\n", - " plt.legend(frameon=False)\n", - " \n", - " pl.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "a4f49333", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:36.549926Z", - "iopub.status.busy": "2022-03-01T13:09:36.549314Z", - "iopub.status.idle": "2022-03-01T13:09:36.625277Z", - "shell.execute_reply": "2022-03-01T13:09:36.626191Z" - }, - "papermill": { - "duration": 0.132684, - "end_time": "2022-03-01T13:09:36.626470", - "exception": false, - "start_time": "2022-03-01T13:09:36.493786", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - "\n", - " CATAID OBJID RA DEC R_PETRO ... ZMAX ZMAX_WARN DELTA_DETMAG_BRIGHT ZMIN ZMIN_WARN\n", - " deg deg mag ... mag \n", - " int32 int64 float64 float64 float32 ... float64 float64 float32 float64 float64 \n", - "------- ------------------ ------------ ----------- ---------- ... ------------------ --------- ------------------- -------------------- ---------\n", - " 185322 587725041702469675 179.83440251 -1.64817036 14.160493 ... -99.0 2.0 -2.160493 0.03154120966707457 0.0\n", - " 178839 587725041166581794 182.1835035 -2.07231294 14.328211 ... -99.0 2.0 -2.3282108 0.039334234229219986 0.0\n", - " 125489 587724649258876969 184.17810296 -2.69967347 14.425353 ... -99.0 2.0 -2.425353 0.09538586652718395 0.0\n", - " 718921 587726031728017438 217.2773885 1.28502947 14.456577 ... 1.1327446851177603 1.0 -2.4565773 0.027777561711799695 0.0\n", - " 423776 587728879796093009 137.38205797 2.9559053 14.904024 ... 1.0458491090380897 1.0 -2.9040241 0.03981006674260368 0.0\n", - " 402898 587728308032700482 177.930413 1.9912852 15.154907 ... 0.6363174309306606 1.0 -3.1549072 0.01821402409100862 0.0\n", - " 55245 587722982814318600 181.07946541 -0.31550504 15.221583 ... -99.0 2.0 -3.2215834 0.02155160084827179 0.0\n", - " 164223 587725040090546261 176.91220582 -2.82404411 15.538947 ... -99.0 2.0 -3.538947 0.024622432217580436 0.0\n", - " 279902 587726031694135321 139.86515197 0.93671887 15.750058 ... -99.0 2.0 -3.7500582 0.015143992242509292 0.0\n", - " 376679 587727943490339001 134.64993531 1.53042167 15.8212805 ... 0.6271826751914104 1.0 -3.8212805 0.01877490582387931 0.0\n", - " 23743 588848901524553740 182.83851216 1.06385288 15.987492 ... -99.0 2.0 -3.9874916 0.020115906605049184 0.0\n", - " ... ... ... ... ... ... ... ... ... ... ...\n", - " 484671 587729777980014871 211.96306967 -1.96789383 17.992308 ... -99.0 2.0 -5.9923077 0.015903840222339084 0.0\n", - " 376800 587727943490601059 135.22666288 1.4348097 17.999638 ... -99.0 2.0 -5.9996376 0.015187712666352698 0.0\n", - " 177450 587725041164222711 176.80998488 -1.99897157 18.001045 ... -99.0 2.0 -6.001045 0.014965132271023477 0.0\n", - " 30518 587722981738217485 175.70064254 -1.18234501 18.001783 ... -99.0 2.0 -6.0017834 0.01301876342240668 0.0\n", - " 105411 587722984438300903 211.65922653 1.04849647 18.020824 ... -99.0 2.0 -6.0208244 0.013677861367422462 0.0\n", - "3593025 587729150378377464 139.16666453 -1.77357705 18.030323 ... -99.0 2.0 -6.030323 0.0155668303082293 0.0\n", - " 750131 588848900988665982 185.20003749 0.63999913 18.074322 ... -99.0 2.0 -6.0743217 0.013264074523358276 0.0\n", - " 300652 587726032226812175 130.27215912 1.17050681 18.08109 ... 1.89148805500651 1.0 -6.081091 0.012457667621748597 0.0\n", - " 324452 587726032766173370 135.94879061 1.6686448 18.235003 ... -99.0 2.0 -6.2350025 0.012415248372695175 0.0\n", - " 748358 588848900449304644 179.48112588 0.28444646 18.245932 ... -99.0 2.0 -6.2459316 0.013036160595095653 0.0\n", - " 238492 587726014547165187 214.45314846 1.63617383 18.330374 ... -99.0 2.0 -6.330374 0.012217707188785929 0.0\n", - " 727391 587727944563818512 133.93707095 2.25044487 18.410467 ... -99.0 2.0 -6.410467 0.012096208783751212 0.0" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "spurious = gama_zmax[gama_zmax['ZMAX_WARN'] > 0.0]\n", - "spurious.sort('R_PETRO')\n", - "spurious" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "629e016a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:36.766053Z", - "iopub.status.busy": "2022-03-01T13:09:36.765343Z", - "iopub.status.idle": "2022-03-01T13:09:36.793268Z", - "shell.execute_reply": "2022-03-01T13:09:36.792748Z" - }, - "papermill": { - "duration": 0.099988, - "end_time": "2022-03-01T13:09:36.793407", - "exception": false, - "start_time": "2022-03-01T13:09:36.693419", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
Table length=0\n", - "
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CATAIDOBJIDRADECR_PETROZGAMANQSPECIDSURVEY_CLASSUMAG_DRED_SDSSGMAG_DRED_SDSSRMAG_DRED_SDSSIMAG_DRED_SDSSZMAG_DRED_SDSSLUMDISTDISTMODFIELDCARTESIAN_XCARTESIAN_YCARTESIAN_ZROTCARTESIAN_XROTCARTESIAN_YROTCARTESIAN_ZGMRDETMAGREST_GMR_0P1REST_GMR_0P1_WARNREST_GMR_0P1_INDEXKCORR_R0P1KCORR_G0P1KCORR_R0P0KCORR_G0P0REST_GMR_0P0Q_COLOR_0P0EQ_ALL_0P0EQ_COLOR_0P0MALL_0P0MCOLOR_0P0MQZERO_0P0Z_THETA_QALLZ_THETA_QCOLORDDPKCORR_R0P1DDPKCORR_G0P1DDPKCORR_R0P0DDPKCORR_G0P0DDPMALL_0P0DELTA_DETMAG_FAINTZMAXZMAX_WARNDELTA_DETMAG_BRIGHTZMINZMIN_WARN
degdegmagmagmagmagmagmagMpcmagmagmagmagmagmagmagmagmagmag
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" - ], - "text/plain": [ - "\n", - "CATAID OBJID RA DEC R_PETRO ZGAMA NQ SPECID ... DDPMALL_0P0 DELTA_DETMAG_FAINT ZMAX ZMAX_WARN DELTA_DETMAG_BRIGHT ZMIN ZMIN_WARN\n", - " deg deg mag ... mag mag mag \n", - "int32 int64 float64 float64 float32 float32 int16 bytes33 ... float64 float32 float64 float64 float32 float64 float64 \n", - "------ ----- ------- ------- ------- ------- ----- ------- ... ----------- ------------------ ------- --------- ------------------- ------- ---------" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "spurious = gama_zmax[gama_zmax['ZMIN_WARN'] > 0.0]\n", - "spurious.sort('R_PETRO')\n", - "spurious" - ] - }, - { - "cell_type": "markdown", - "id": "39a1fbe0", - "metadata": { - "papermill": { - "duration": 0.038939, - "end_time": "2022-03-01T13:09:36.876594", - "exception": false, - "start_time": "2022-03-01T13:09:36.837655", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Done." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "44ff501d", - "metadata": { - "papermill": { - "duration": 0.032968, - "end_time": "2022-03-01T13:09:36.945023", - "exception": false, - "start_time": "2022-03-01T13:09:36.912055", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Lumfn", - "language": "python", - "name": "lumfn" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.9" - }, - "papermill": { - "default_parameters": {}, - "duration": 9.298083, - "end_time": "2022-03-01T13:09:37.399389", - "environment_variables": {}, - "exception": null, - "input_path": "docs/nb/zmax_catQA.ipynb", - "output_path": "test/pm_zmax_catQA.ipynb", - "parameters": { - "survey": "gama" - }, - "start_time": "2022-03-01T13:09:28.101306", - "version": "2.3.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/test_allnb.py b/test_allnb.py deleted file mode 100644 index a48fc232..00000000 --- a/test_allnb.py +++ /dev/null @@ -1,119 +0,0 @@ -import os -import argparse -import papermill as pm - -from bin.pipeline import pipeline -from tidyup import tidyup -from findfile import fetch_fields -from pathlib import Path - - -# https://docs.pytest.org/en/6.2.x/ -def test_allnbs(survey='gama', no_qa=False): - if 'GITHUB_ACTIONS' in os.environ: - os.environ['USER'] = 'Hal' - os.environ['CODE_ROOT'] = os.environ['GITHUB_WORKSPACE'] - os.environ['GOLD_DIR'] = 'GAMA4/' - os.environ['GOLD_LOGS'] = 'GAMA4/logs/' - os.environ['RANDOMS_DIR'] = 'GAMA4/randoms/' - os.environ['RANDOMS_LOGS'] = 'GAMA4/randoms/logs/' - - os.environ['PATH'] = os.environ['GITHUB_WORKSPACE'] + ':' + os.environ['GITHUB_WORKSPACE'] + '/bin:' + os.environ['PATH'] - os.environ['PYTHONPATH'] = os.environ['GITHUB_WORKSPACE'] + ':' + os.environ['GITHUB_WORKSPACE'] + '/bin:' + os.environ['PATH'] - - Path(os.environ['GOLD_LOGS']).mkdir(parents=True, exist_ok=True) - Path(os.environ['RANDOMS_LOGS']).mkdir(parents=True, exist_ok=True) - - if no_qa | ('GITHUB_ACTIONS' in os.environ): - pipeline(use_sbatch=False, reset=False, nooverwrite=False, dryrun=True, survey='gama', freshclone=False, args=None) - - return 0 - - print('Running all tests.') - - if (survey != 'gama') and (survey != 'desi'): - raise NotImplementedError(f'No implementation for survey: {survey}') - - tidyup() - - run_randomqa(survey) - - run_goldqa(survey) - - run_delta8qa(survey) - - print('Done.') - - return 0 - -def run_randomqa(survey): - fields = fetch_fields(survey) - - print(fields) - - for field in fields: - print('Running random QA for field {}'.format(field)) - - pm.execute_notebook('docs/nb/randoms_n8_qa.ipynb',\ - 'test/pm_randoms_n8_{}_qa.ipynb'.format(field),\ - parameters=dict(field=field,survey=survey),\ - kernel='lumfn',\ - ) - -def run_goldqa(survey): - print('Running gold QA') - - tests = ['zmax_catQA', 'kE_catQA', 'ddp_QA', 'lumfn', 'delta8_qa'] - - for test in tests: - try: - pm.execute_notebook('docs/nb/{}.ipynb'.format(test),\ - 'test/pm_{}.ipynb'.format(test),\ - parameters=dict(survey=survey),\ - kernel='lumfn',\ - ) - - except: - print('Failed on {} test with error: '.format(test)) - #print(E) - - ''' - pm.execute_notebook('docs/nb/kE_catQA.ipynb',\ - 'test/pm_kE_catQA.ipynb',\ - kernel='lumfn',\ - ) - - pm.execute_notebook('docs/nb/ddp_QA.ipynb',\ - 'test/pm_ddp_QA.ipynb',\ - kernel='lumfn',\ - ) - - pm.execute_notebook('docs/nb/lumfn.ipynb',\ - 'test/pm_lumfn.ipynb',\ - kernel='lumfn',\ - ) - - pm.execute_notebook('docs/nb/delta8_qa.ipynb',\ - 'test/pm_delta8_qa.ipynb',\ - kernel='lumfn',\ - ) - ''' - # jack knife qa. - # d8 LF. - # desi qa. - -def run_delta8qa(survey): - fields = fetch_fields(survey) - - for field in fields: - print('Running delta8 QA for field {}'.format(field)) - - pm.execute_notebook('docs/nb/d8LF_qa.ipynb',\ - 'test/pm_delta8_qa_{}.ipynb'.format(field),\ - parameters=dict(field=field, survey=survey),\ - kernel='lumfn',\ - ) - -if __name__ == '__main__': - # python3 -m pytest test_allnb.py - test_allnbs(no_qa=False) diff --git a/tests/pm_ddp_QA.ipynb b/tests/pm_ddp_QA.ipynb deleted file mode 100644 index 7e97b152..00000000 --- a/tests/pm_ddp_QA.ipynb +++ /dev/null @@ -1,869 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "454f30eb", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:50.968775Z", - "iopub.status.busy": "2022-03-01T13:09:50.967821Z", - "iopub.status.idle": "2022-03-01T13:09:50.971516Z", - "shell.execute_reply": "2022-03-01T13:09:50.972257Z" - }, - "papermill": { - "duration": 0.043649, - "end_time": "2022-03-01T13:09:50.972604", - "exception": false, - "start_time": "2022-03-01T13:09:50.928955", - "status": "completed" - }, - "tags": [ - "injected-parameters" - ] - }, - "outputs": [], - "source": [ - "# Parameters\n", - "survey = \"gama\"\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "7f160abd", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:51.016605Z", - "iopub.status.busy": "2022-03-01T13:09:51.015858Z", - "iopub.status.idle": "2022-03-01T13:09:52.206484Z", - "shell.execute_reply": "2022-03-01T13:09:52.205613Z" - }, - "papermill": { - "duration": 1.213936, - "end_time": "2022-03-01T13:09:52.206698", - "exception": false, - "start_time": "2022-03-01T13:09:50.992762", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "import glob\n", - "import pylab as pl\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import astropy.io.fits as fits\n", - "\n", - "from astropy.table import Table" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "fe20b415", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:52.248974Z", - "iopub.status.busy": "2022-03-01T13:09:52.248265Z", - "iopub.status.idle": "2022-03-01T13:09:52.251002Z", - "shell.execute_reply": "2022-03-01T13:09:52.250402Z" - }, - "papermill": { - "duration": 0.025096, - "end_time": "2022-03-01T13:09:52.251146", - "exception": false, - "start_time": "2022-03-01T13:09:52.226050", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "sys.path.append('{}/DESI'.format(os.environ['HOME']))" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "9e980be3", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:52.287693Z", - "iopub.status.busy": "2022-03-01T13:09:52.287045Z", - "iopub.status.idle": "2022-03-01T13:09:52.293804Z", - "shell.execute_reply": "2022-03-01T13:09:52.294433Z" - }, - "papermill": { - "duration": 0.027769, - "end_time": "2022-03-01T13:09:52.294591", - "exception": false, - "start_time": "2022-03-01T13:09:52.266822", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import pubplot\n", - "from findfile import findfile" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "9ca64213", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:52.328622Z", - "iopub.status.busy": "2022-03-01T13:09:52.328064Z", - "iopub.status.idle": "2022-03-01T13:09:52.331054Z", - "shell.execute_reply": "2022-03-01T13:09:52.331502Z" - }, - "papermill": { - "duration": 0.022425, - "end_time": "2022-03-01T13:09:52.331635", - "exception": false, - "start_time": "2022-03-01T13:09:52.309210", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "version = 'latest'\n", - "survey = 'gama'\n", - "dryrun = False" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "f6fe5c82", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:52.367058Z", - "iopub.status.busy": "2022-03-01T13:09:52.366513Z", - "iopub.status.idle": "2022-03-01T13:09:52.369706Z", - "shell.execute_reply": "2022-03-01T13:09:52.369175Z" - }, - "papermill": { - "duration": 0.024693, - "end_time": "2022-03-01T13:09:52.369823", - "exception": false, - "start_time": "2022-03-01T13:09:52.345130", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "def grab_ddplimit(fpath):\n", - " dat = fits.open(fpath)\n", - "\n", - " result = {}\n", - " \n", - " for key in ['RLIM', 'GMR_0P0', 'GMR_0P1', 'ALL']:\n", - " result[key] = dat[1].header[key]\n", - " \n", - " result['DATA'] = Table(dat[1].data)\n", - " result['COUNT'] = fpath.split('_')[-1].replace('.fits', '')\n", - " \n", - " return result" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "dbd85e95", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:52.400231Z", - "iopub.status.busy": "2022-03-01T13:09:52.399689Z", - "iopub.status.idle": "2022-03-01T13:09:52.589904Z", - "shell.execute_reply": "2022-03-01T13:09:52.590758Z" - }, - "papermill": { - "duration": 0.208802, - "end_time": "2022-03-01T13:09:52.591042", - "exception": false, - "start_time": "2022-03-01T13:09:52.382240", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/cosma/home/durham/dc-moor2/DESI\r\n" - ] - } - ], - "source": [ - "! pwd" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "8d67b017", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:52.646906Z", - "iopub.status.busy": "2022-03-01T13:09:52.646046Z", - "iopub.status.idle": "2022-03-01T13:09:52.652052Z", - "shell.execute_reply": "2022-03-01T13:09:52.651341Z" - }, - "papermill": { - "duration": 0.035759, - "end_time": "2022-03-01T13:09:52.652235", - "exception": false, - "start_time": "2022-03-01T13:09:52.616476", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "fpaths = glob.glob(os.environ['HOME'] + '/data/GAMA4/ddrp_limits/*.fits')" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "2d6f2b21", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:52.697992Z", - "iopub.status.busy": "2022-03-01T13:09:52.697247Z", - "iopub.status.idle": "2022-03-01T13:09:52.956902Z", - 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" - ], - "text/plain": [ - "\n", - " CATAID OBJID RA DEC R_PETRO ... DDPKCORR_G0P1 DDPKCORR_R0P0 DDPKCORR_G0P0 DDPMALL_0P0 \n", - " deg deg mag ... mag \n", - " int32 int64 float64 float64 float32 ... float64 float64 float64 float64 \n", - "------- ------------------ ------------ ----------- --------- ... -------------------- ------------------- ------------------- -------------------\n", - " 123281 587724649255010654 175.33684943 -2.47765272 18.508278 ... -0.14852937903794905 0.09481072212074988 0.11664591067571423 -18.47872929047227\n", - " 508557 587729971786940946 217.19946129 -1.5769885 19.355307 ... -0.18780013889648303 0.0736533838689939 0.07737515081718024 -16.886468476604264\n", - " 278187 587726031189836412 214.37299238 1.09355577 19.774502 ... 0.02781821076256147 0.1491177263509001 0.29299350047622474 -18.819994177114133\n", - " 279688 587726031693611569 138.75098304 1.00368548 19.595543 ... 0.20273170312397315 0.1819759681101923 0.4679069928376364 -19.812629928564565\n", - " 226964 587726014008983767 211.54730519 1.27628899 18.608667 ... -0.07157599196543818 0.12382875495748744 0.1935992977482251 -19.27059849090123\n", - " 575311 588848899894870378 139.34196376 -0.0220424 19.440626 ... 0.19079772275863327 0.17985435471974592 0.45597301247229655 -19.92174906002283\n", - "3906604 588010931370394161 135.41151504 -1.03192146 19.50927 ... 0.12023284965465014 0.16723257141864606 0.3854081393683134 -19.558595817762477\n", - " 347077 587726033303110021 136.13980551 2.15473271 19.033073 ... 0.1559519348098959 0.1736650613516293 0.42112722452355916 -20.189388562747098\n", - " 30463 587722981738021321 175.36357499 -1.0727638 19.567263 ... 0.1103372332968702 0.16541656974186247 0.3755125230105335 -19.45544302040315\n", - " 518674 588010358530769206 137.46100004 2.79652987 18.87193 ... 0.22765116537214292 0.186437857268606 0.4928264550858062 -20.628813555142305\n", - " 594029 588848899929670010 218.87522247 -0.18246273 18.680634 ... 0.17377765851075683 0.17683415693930493 0.4389529482244201 -20.614616330892073\n", - " ... ... ... ... ... ... ... ... ... ...\n", - " 23370 588848901523833370 181.26516682 1.15279626 19.737528 ... 0.12791537444727238 0.16863027981328405 0.39309066416093563 -19.364662385996915\n", - " 346300 587726033301799354 133.1166957 2.16083858 19.035713 ... 0.17146603779299696 0.17642385008464628 0.43664132750666024 -20.250246328841683\n", - " 592630 588848899927376239 213.64850141 -0.07502164 18.311508 ... -0.02188820776363029 0.13759203179463847 0.24328708195003299 -19.96291955872985\n", - "3913514 588010931372294765 139.78887769 -1.28499437 19.647568 ... 0.1958748923610944 0.18075623731555984 0.4610501820747577 -19.734414142621613\n", - " 278058 587726031188721892 211.82747827 1.15405612 19.38653 ... 0.11317820967668377 0.1659399008381024 0.378353499390347 -19.649253309800333\n", - " 251884 587726015086854272 220.89927655 1.94147891 17.328598 ... -0.14536809101364628 0.09627470942365204 0.11980719870001699 -19.706204962176137\n", - "3625535 587729151449497855 133.20277357 -0.82579562 17.151878 ... 0.10240770700249244 0.16394663458715983 0.3675829967161557 -21.833829561155934\n", - " 197554 587725073916821771 135.79318103 -0.74005421 18.58374 ... 0.08826413302399236 0.16128638070485457 0.3534394227376556 -20.334066021661517\n", - "3593735 587729150378574034 139.64360788 -1.87203636 19.767515 ... 0.1902932773300034 0.1797647952074814 0.45546856704366667 -19.592901823380082\n", - " 97907 587722984422309918 175.13191821 0.85318194 15.490864 ... -0.15416856029597562 0.09212261994731367 0.11100672941768766 -21.407343189472062\n", - " 204889 587725074455462322 139.76775414 -0.33960343 19.796116 ... -0.1901167363949655 0.07219718664271263 0.07505855331869776 -16.389568218019164\n", - " 272817 587726031175221320 180.93562327 1.32164668 17.631397 ... -0.1373710333516305 0.09984894156559601 0.12780425636203277 -19.518543538591956" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='kE', version=version, dryrun=dryrun, survey=survey)\n", - "gama_kE = Table.read(fpath)\n", - "#gama_kE = Table.read(os.environ['HOME'] + '/data/GAMA4/gama_gold_kE.fits')\n", - "gama_kE" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "693bff86", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:53.283989Z", - "iopub.status.busy": "2022-03-01T13:09:53.283192Z", - "iopub.status.idle": "2022-03-01T13:09:53.453425Z", - "shell.execute_reply": "2022-03-01T13:09:53.454337Z" - }, - "papermill": { - "duration": 0.199809, - "end_time": "2022-03-01T13:09:53.454611", - "exception": false, - "start_time": "2022-03-01T13:09:53.254802", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
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272817587726031175221320180.935623271.3216466817.6313970.083485580975930642556928619.57963418.07122217.36623816.98415416.816395266.816995076215437.131067443927776G12-246.16093361014165-4.0200931652239935.679980068968087246.191588487235261.95228202359263925.4331309104158290.7049846617.6313970.731251881044161805-0.12064326785388219-0.146910483981036540.104871738502634760.16577531951475880.64408108390486820.8-0.0809756-0.066784-19.523566335528994-19.537757933229113-19.60454193511595737.1549635828434537.16915518054357-0.1168759367966051-0.13737103335163050.099848941565596010.12780425636203277-19.5185435385919562.1686020.207254885474375320.0-5.63139720.006721885802544780.00 .. 11 .. 1-17.346388250469836
" - ], - "text/plain": [ - "\n", - " CATAID OBJID RA DEC R_PETRO ZGAMA ... ZMIN ZMIN_WARN DDP [3] DDPZLIMS [3] DDPMALL_0P0_VISZ \n", - " deg deg mag ... \n", - " int32 int64 float64 float64 float32 float32 ... float64 float64 int64 int64 float64 \n", - "------- ------------------ ------------ ----------- --------- ------- ... --------------------- --------- ------- ------------ -------------------\n", - " 123281 587724649255010654 175.33684943 -2.47765272 18.508278 0.07775 ... 0.003980023594705244 0.0 0 .. 1 1 .. 1 -17.1836360612024\n", - " 508557 587729971786940946 217.19946129 -1.5769885 19.355307 0.05606 ... 0.0019354033587702987 0.0 0 .. 0 1 .. 1 -16.433156214909655\n", - " 278187 587726031189836412 214.37299238 1.09355577 19.774502 0.15595 ... 0.004260256333032649 0.0 0 .. 0 1 .. 0 -18.793359517282955\n", - " 279688 587726031693611569 138.75098304 1.00368548 19.595543 0.22079 ... 0.006902439146092568 0.0 0 .. 0 1 .. 0 -19.608012263873803\n", - " 226964 587726014008983767 211.54730519 1.27628899 18.608667 0.11458 ... 0.00560318173555072 0.0 0 .. 0 1 .. 0 -18.07713914432092\n", - " 575311 588848899894870378 139.34196376 -0.0220424 19.440626 0.21654 ... 0.008429531124656081 0.0 0 .. 0 1 .. 0 -19.561833913510945\n", - "3906604 588010931370394161 135.41151504 -1.03192146 19.50927 0.19101 ... 0.006035284466722157 0.0 0 .. 0 1 .. 0 -19.267592612289832\n", - " 347077 587726033303110021 136.13980551 2.15473271 19.033073 0.20403 ... 0.00823696598193687 0.0 1 .. 0 1 .. 0 -19.421818615577166\n", - " 30463 587722981738021321 175.36357499 -1.0727638 19.567263 0.18736 ... 0.006710277642917639 0.0 0 .. 0 1 .. 0 -19.222068786440754\n", - " 518674 588010358530769206 137.46100004 2.79652987 18.87193 0.22962 ... 0.009934575109279769 0.0 1 .. 0 1 .. 0 -19.700664418955498\n", - " 594029 588848899929670010 218.87522247 -0.18246273 18.680634 0.21045 ... 0.009931229146347188 0.0 1 .. 0 1 .. 0 -19.49514503972804\n", - " ... ... ... ... ... ... ... ... ... ... ... ...\n", - " 23370 588848901523833370 181.26516682 1.15279626 19.737528 0.19383 ... 0.00654076905707477 0.0 0 .. 0 1 .. 0 -19.30148713999532\n", - " 346300 587726033301799354 133.1166957 2.16083858 19.035713 0.20962 ... 0.009851530055645683 0.0 1 .. 0 1 .. 0 -19.485863654226375\n", - " 592630 588848899927376239 213.64850141 -0.07502164 18.311508 0.13589 ... 0.008399454129538964 0.0 0 .. 0 1 .. 0 -18.47292558389706\n", - "3913514 588010931372294765 139.78887769 -1.28499437 19.647568 0.21835 ... 0.007909020070110611 0.0 0 .. 0 1 .. 0 -19.581654408189806\n", - " 278058 587726031188721892 211.82747827 1.15405612 19.38653 0.18841 ... 0.007427526889307361 0.0 0 .. 0 1 .. 0 -19.23534659989433\n", - " 251884 587726015086854272 220.89927655 1.94147891 17.328598 0.07939 ... 0.0069665548360077975 0.0 0 .. 0 1 .. 1 -17.23371067303656\n", - "3625535 587729151449497855 133.20277357 -0.82579562 17.151878 0.18442 ... 0.02018536061659356 0.0 0 .. 0 1 .. 0 -19.18489075802353\n", - " 197554 587725073916821771 135.79318103 -0.74005421 18.58374 0.17914 ... 0.010129380057085746 0.0 1 .. 0 1 .. 0 -19.11751961404195\n", - "3593735 587729150378574034 139.64360788 -1.87203636 19.767515 0.21636 ... 0.005756727118690568 0.0 0 .. 0 1 .. 0 -19.559862911055742\n", - " 97907 587722984422309918 175.13191821 0.85318194 15.490864 0.07479 ... 0.015861163232135916 0.0 1 .. 0 1 .. 1 -17.093257571181535\n", - " 204889 587725074455462322 139.76775414 -0.33960343 19.796116 0.05469 ... 0.001531643200444858 0.0 0 .. 0 1 .. 1 -16.376546150727087\n", - " 272817 587726031175221320 180.93562327 1.32164668 17.631397 0.08348 ... 0.00672188580254478 0.0 0 .. 1 1 .. 1 -17.346388250469836" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "#gama_ddp = Table.read(os.environ['HOME'] + '/data/GAMA4/gama_gold_ddp.fits')\n", - "fpath = findfile(ftype='ddp', version=version, dryrun=dryrun, survey=survey)\n", - "gama_ddp = Table.read(fpath)\n", - "gama_ddp" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "24fee9c5", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:53.519206Z", - "iopub.status.busy": "2022-03-01T13:09:53.518407Z", - "iopub.status.idle": "2022-03-01T13:09:53.522826Z", - "shell.execute_reply": "2022-03-01T13:09:53.522019Z" - }, - "papermill": { - "duration": 0.039249, - "end_time": "2022-03-01T13:09:53.522992", - "exception": false, - "start_time": "2022-03-01T13:09:53.483743", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('EXTNAME', 'TilingCat'),\n", - " ('TCOMM1', 'GAMA ID'),\n", - " ('TUCD1', 'meta.id;meta.main'),\n", - " ('TCOMM2', 'SDSS objid'),\n", - " ('TUCD2', 'meta.id'),\n", - " ('TCOMM3', 'J2000 coordinate'),\n", - " ('TUCD3', 'pos.eq.ra'),\n", - " ('TCOMM4', 'J2000 coordinate'),\n", - " ('TUCD4', 'pos.eq.dec'),\n", - " ('TCOMM5', '3-arcsec fiber magnitude'),\n", - " ('TUCD5', 'phot.mag;em.opt.R'),\n", - " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", - " ('TUCD6', 'phot.mag;em.opt.R'),\n", - " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD7', 'phot.mag;em.opt.U'),\n", - " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD8', 'phot.mag;em.opt.B'),\n", - " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD9', 'phot.mag;em.opt.R'),\n", - " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD10', 'phot.mag;em.opt.I'),\n", - " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD11', 'phot.mag;em.opt.I'),\n", - " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", - " ('TUCD12', 'meta.code;meta.dataset'),\n", - " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", - " ('TUCD13', 'src.redshift'),\n", - " ('TCOMM14', 'Quality of redshift'),\n", - " ('TUCD14', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", - " ('TUCD15', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", - " ('TUCD16', 'meta.id.cross;spect'),\n", - " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", - " ('TUCD17', 'src.redshift;stat.error'),\n", - " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", - " ('TUCD18', 'meta.number;spect'),\n", - " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", - " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", - " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", - " ('TUCD20', 'src.class.starGalaxy'),\n", - " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", - " ('TUCD21', 'src.class.starGalaxy'),\n", - " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", - " ('TUCD22', 'phot.mag;em.IR.K'),\n", - " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", - " ('TUCD23', 'phot.flux.density;em.radio'),\n", - " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", - " ('TUCD24', 'meta.code'),\n", - " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", - " ('TUCD25', 'meta.code'),\n", - " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", - " ('TUCD26', 'meta.code'),\n", - " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", - " ('TUCD27', 'meta.code.class'),\n", - " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", - " ('TUCD28', 'meta.code.class'),\n", - " ('TCOMM29', 'Priorities for targeting, see notes'),\n", - " ('TUCD29', 'meta.code.class'),\n", - " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", - " ('TUCD30', 'meta.code.class'),\n", - " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", - " ('TUCD31', 'meta.code.cross'),\n", - " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", - " ('TUCD32', 'meta.code'),\n", - " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", - " ('TUCD33', 'meta.code'),\n", - " ('TCOMM34', 'Visual classification, see notes'),\n", - " ('TUCD34', 'mata.code.qual'),\n", - " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", - " ('TUCD35', 'meta.id'),\n", - " ('DATE-HDU', '2015-09-04T13:22:37'),\n", - " ('STILVERS', '3.0-8'),\n", - " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", - " ('DMU', 'EqInputCat'),\n", - " ('NAME', 'TilingCat'),\n", - " ('VERSION', 'v46'),\n", - " ('DATE', '2015-05-22'),\n", - " ('CONTACT', 'Ivan Baldry '),\n", - " ('AREA', 180.0),\n", - " ('GOLD_NGAL', 113687),\n", - " ('DDP1_ZMIN', 0.0390699990093708),\n", - " ('DDP1_ZMAX', 0.2629899978637695),\n", - " ('DDP1_VZ', 7594754.153764196),\n", - " ('DDP1ZLIMS_NGAL', 113687),\n", - " ('DDP1_NGAL', 45293),\n", - " ('DDP1_DENS', 0.005963721679858641),\n", - " ('DDP2_ZMIN', 0.03914999961853027),\n", - " ('DDP2_ZMAX', 0.1937000006437302),\n", - " ('DDP2_VZ', 3156659.558717707),\n", - " ('DDP2ZLIMS_NGAL', 73942),\n", - " ('DDP2_NGAL', 33396),\n", - " ('DDP2_DENS', 0.01057953807776663),\n", - " ('DDP3_ZMIN', 0.03903000056743622),\n", - " ('DDP3_ZMAX', 0.1015800014138222),\n", - " ('DDP3_VZ', 457819.2340050841),\n", - " ('DDP3ZLIMS_NGAL', 18121),\n", - " ('DDP3_NGAL', 8842),\n", - " ('DDP3_DENS', 0.01931329953669401),\n", - " ('TMR_DDP1', '[-21.8, -20.1]'),\n", - " ('TMR_DDP2', '[-20.6, -19.3]'),\n", - " ('TMR_DDP3', '[-19.6, -17.8]'),\n", - " ('comments',\n", - " ['Science targets and information for tiling and spectroscopic',\n", - " 'observation.'])])" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "gama_ddp.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "3fe3582f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:53.596247Z", - "iopub.status.busy": "2022-03-01T13:09:53.576063Z", - "iopub.status.idle": "2022-03-01T13:09:54.177167Z", - "shell.execute_reply": "2022-03-01T13:09:54.177951Z" - }, - "papermill": { - "duration": 0.632021, - "end_time": "2022-03-01T13:09:54.178207", - "exception": false, - "start_time": "2022-03-01T13:09:53.546186", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0\t26\t19.800\t0.933\t0.773\tFalse\n", - "1\t5\t12.000\t0.933\t0.773\tTrue\n", - "3\t13\t12.000\t1.067\t0.900\tFalse\n", - "4\t22\t19.800\t0.298\t0.299\tFalse\n", - "5\t1\t12.000\t0.298\t0.299\tTrue\n", - "6\t9\t12.000\t0.443\t0.423\tFalse\n", - "7\t8\t12.000\t0.298\t0.299\tFalse\n", - "8\t4\t12.000\t0.785\t0.682\tTrue\n", - "\t\t\t\t\t\t\tFAINT: 27\n", - "9\t27\t19.800\t1.067\t0.900\tFalse\n", - "10\t16\t19.800\t0.443\t0.423\tTrue\n", - "11\t12\t12.000\t0.933\t0.773\tFalse\n", - "12\t0\t12.000\t0.131\t0.164\tTrue\n", - "13\t23\t19.800\t0.443\t0.423\tFalse\n", - "14\t18\t19.800\t0.785\t0.682\tTrue\n", - "15\t6\t12.000\t1.067\t0.900\tTrue\n", - "16\t25\t19.800\t0.785\t0.682\tFalse\n", - "17\t14\t19.800\t0.131\t0.164\tTrue\n", - "18\t10\t12.000\t0.603\t0.555\tFalse\n", - "19\t2\t12.000\t0.443\t0.423\tTrue\n", - "20\t21\t19.800\t0.131\t0.164\tFalse\n", - "21\t24\t19.800\t0.603\t0.555\tFalse\n", - "\t\t\t\t\t\t\tBRIGHT: 7\n", - "22\t7\t12.000\t0.131\t0.164\tFalse\n", - "23\t15\t19.800\t0.298\t0.299\tTrue\n", - "24\t11\t12.000\t0.785\t0.682\tFalse\n", - "25\t20\t19.800\t1.067\t0.900\tTrue\n", - "27\t19\t19.800\t0.933\t0.773\tTrue\n" - ] - }, - { - "data": { - "text/plain": [ - "(-16.5, -22.5)" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(1,1,figsize=(10,10))\n", - "\n", - "plt.scatter(gama_kE['ZGAMA'], gama_kE['DDPMALL_0P0'], s=0.25, alpha=0.1, c='k')\n", - "\n", - "for i, ddp_limit in enumerate(ddp_limits):\n", - " data = ddp_limit['DATA']\n", - " cnt = ddp_limit['COUNT']\n", - " rlim = ddp_limit['RLIM']\n", - " MCOL = [x for x in data.dtype.names if 'M0P0' in x][0]\n", - " \n", - " if 'COLOR' in MCOL:\n", - " alpha = 0.75\n", - " else:\n", - " alpha = 1.00\n", - " \n", - " if (ddp_limit['ALL'] == True) & (ddp_limit['GMR_0P1'] == 0.603):\n", - " ax.plot(data['Z'], data[MCOL], c='cyan', lw=1., alpha=alpha)\n", - " continue\n", - " \n", - " if (ddp_limit['ALL'] == False) & (rlim == 19.8) & (ddp_limit['GMR_0P1'] == 1.067):\n", - " ax.plot(data['Z'], data[MCOL], c='magenta', lw=0.5, alpha=alpha)\n", - "\n", - " print('\\t\\t\\t\\t\\t\\t\\tFAINT: {}'.format(cnt))\n", - " \n", - " elif (ddp_limit['ALL'] == False) & (rlim == 12.0) & (ddp_limit['GMR_0P1'] == 0.131): \n", - " ax.plot(data['Z'], data[MCOL], c='magenta', lw=0.5, alpha=alpha)\n", - "\n", - " print('\\t\\t\\t\\t\\t\\t\\tBRIGHT: {}'.format(cnt))\n", - " \n", - " else:\n", - " ax.plot(data['Z'], data[MCOL], c='k', lw=0.5, alpha=alpha)\n", - " \n", - " print('{:d}\\t{}\\t{:.3f}\\t{:.3f}\\t{:.3f}\\t{}'.format(i, cnt, ddp_limit['RLIM'], ddp_limit['GMR_0P1'], ddp_limit['GMR_0P0'], ddp_limit['ALL']))\n", - " \n", - "ax.set_xlabel(r'$z$')\n", - "ax.set_ylabel('$^{0.0}M_{Colour}$')\n", - "\n", - "ax.set_xlim( 0.0, 0.265)\n", - "ax.set_ylim(-16.5, -22.5)" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "1cf14504", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:54.356867Z", - "iopub.status.busy": "2022-03-01T13:09:54.314511Z", - "iopub.status.idle": "2022-03-01T13:09:55.108697Z", - "shell.execute_reply": "2022-03-01T13:09:55.109467Z" - }, - "papermill": { - "duration": 0.886901, - "end_time": "2022-03-01T13:09:55.109715", - "exception": false, - "start_time": "2022-03-01T13:09:54.222814", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "\"\\nfor idx, ax in zip(range(3), axes[::-1]):\\n zmin = gama_ddp.meta['DDP{}_ZMIN'.format(idx+1)]\\n zmax = gama_ddp.meta['DDP{}_ZMAX'.format(idx+1)]\\n \\n ax.axvline(zmin, lw=0.5, c='k')\\n ax.axvline(zmax, lw=0.5, c='k')\\n\"" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, axes = plt.subplots(3, 1, figsize=(10,30))\n", - "\n", - "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", - "\n", - "for i, ax in enumerate(axes[::-1]): \n", - " is_ddp = [x == 1 for x in gama_ddp['DDP'].data[:,i]]\n", - " ax.scatter(gama_ddp['ZGAMA'][is_ddp], gama_ddp['DDPMALL_0P0'][is_ddp], s=0.25, alpha=1., c=colors[i])\n", - "\n", - "for ax in axes:\n", - " for i, ddp_limit in enumerate(ddp_limits):\n", - " data = ddp_limit['DATA']\n", - "\n", - " cnt = ddp_limit['COUNT']\n", - " rlim = ddp_limit['RLIM']\n", - " MCOL = [x for x in data.dtype.names if 'M0P0' in x][0]\n", - "\n", - " if 'COLOR' in MCOL:\n", - " alpha = 0.25\n", - " else:\n", - " alpha = 1.0\n", - "\n", - " if (ddp_limit['ALL'] == True) & (ddp_limit['GMR_0P1'] == 0.603):\n", - " ax.plot(data['Z'], data[MCOL], c='cyan', lw=1., alpha=alpha)\n", - " continue\n", - " \n", - " if (ddp_limit['ALL'] == False) & (rlim == 19.8) & (ddp_limit['GMR_0P1'] == 1.067):\n", - " ax.plot(data['Z'], data[MCOL], c='magenta', lw=0.5, alpha=alpha)\n", - " \n", - " elif (ddp_limit['ALL'] == False) & (rlim == 12.0) & (ddp_limit['GMR_0P1'] == 0.131): \n", - " ax.plot(data['Z'], data[MCOL], c='magenta', lw=0.5, alpha=alpha)\n", - " \n", - " else:\n", - " ax.plot(data['Z'], data[MCOL], c='k', lw=0.5, alpha=alpha)\n", - " \n", - " # print('{:d}\\t{}\\t{:.3f}\\t{:.3f}\\t{:.3f}\\t{}'.format(i, cnt, ddp_limit['RLIM'], ddp_limit['GMR_0P1'], ddp_limit['GMR_0P0'], ddp_limit['ALL']))\n", - " \n", - " ax.set_xlabel(r'$z$')\n", - " ax.set_ylabel('$^{0.0}M_{Colour}$')\n", - " \n", - " ax.set_xlim( 0.0, 0.270)\n", - " ax.set_ylim(-16.5, -22.5)\n", - "\n", - "'''\n", - "for idx, ax in zip(range(3), axes[::-1]):\n", - " zmin = gama_ddp.meta['DDP{}_ZMIN'.format(idx+1)]\n", - " zmax = gama_ddp.meta['DDP{}_ZMAX'.format(idx+1)]\n", - " \n", - " ax.axvline(zmin, lw=0.5, c='k')\n", - " ax.axvline(zmax, lw=0.5, c='k')\n", - "'''" - ] - }, - { - "cell_type": "markdown", - "id": "b2775488", - "metadata": { - "papermill": { - "duration": 0.050077, - "end_time": "2022-03-01T13:09:55.222607", - "exception": false, - "start_time": "2022-03-01T13:09:55.172530", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Done." - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Lumfn", - "language": "python", - "name": "lumfn" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.9" - }, - "papermill": { - "default_parameters": {}, - "duration": 6.024612, - "end_time": "2022-03-01T13:09:55.712200", - "environment_variables": {}, - "exception": null, - "input_path": "docs/nb/ddp_QA.ipynb", - "output_path": "test/pm_ddp_QA.ipynb", - "parameters": { - "survey": "gama" - }, - "start_time": "2022-03-01T13:09:49.687588", - "version": "2.3.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/tests/pm_delta8_qa.ipynb b/tests/pm_delta8_qa.ipynb deleted file mode 100644 index 56dfe6f4..00000000 --- a/tests/pm_delta8_qa.ipynb +++ /dev/null @@ -1,1256 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "53970824", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:06.235539Z", - "iopub.status.busy": "2022-01-24T14:54:06.233871Z", - "iopub.status.idle": "2022-01-24T14:54:07.621041Z", - "shell.execute_reply": "2022-01-24T14:54:07.621463Z" - }, - "papermill": { - "duration": 1.430612, - "end_time": "2022-01-24T14:54:07.621699", - "exception": false, - "start_time": "2022-01-24T14:54:06.191087", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "import glob\n", - "import pylab as pl\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import astropy.io.fits as fits\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "\n", - "from mpl_toolkits.axes_grid1 import make_axes_locatable\n", - "from astropy.table import Table, vstack" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "0c18b07a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:07.656781Z", - "iopub.status.busy": "2022-01-24T14:54:07.656319Z", - "iopub.status.idle": "2022-01-24T14:54:07.658378Z", - "shell.execute_reply": "2022-01-24T14:54:07.657985Z" - }, - "papermill": { - "duration": 0.021253, - "end_time": "2022-01-24T14:54:07.658483", - "exception": false, - "start_time": "2022-01-24T14:54:07.637230", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "os.environ['CODE_ROOT'] = os.environ['HOME'] + '/DESI/'\n", - "\n", - "sys.path.append(os.environ['CODE_ROOT'])" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "3275f75a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:07.693400Z", - "iopub.status.busy": "2022-01-24T14:54:07.692962Z", - "iopub.status.idle": "2022-01-24T14:54:07.709499Z", - "shell.execute_reply": "2022-01-24T14:54:07.709838Z" - }, - "papermill": { - "duration": 0.036782, - "end_time": "2022-01-24T14:54:07.709968", - "exception": false, - "start_time": "2022-01-24T14:54:07.673186", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "from gama_limits import gama_field\n", - "from delta8_limits import delta8_tier\n", - "import pubplot" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "915f7415", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:07.749184Z", - "iopub.status.busy": "2022-01-24T14:54:07.748724Z", - "iopub.status.idle": "2022-01-24T14:54:07.751915Z", - "shell.execute_reply": "2022-01-24T14:54:07.751474Z" - }, - "papermill": { - "duration": 0.026451, - "end_time": "2022-01-24T14:54:07.752015", - "exception": false, - "start_time": "2022-01-24T14:54:07.725564", - "status": "completed" - }, - "tags": [ - "parameters" - ] - }, - "outputs": [], - "source": [ - "field = 'G9'" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "a2130128", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:07.788444Z", - "iopub.status.busy": "2022-01-24T14:54:07.787989Z", - "iopub.status.idle": "2022-01-24T14:54:07.974039Z", - "shell.execute_reply": "2022-01-24T14:54:07.973572Z" - }, - "papermill": { - "duration": 0.206776, - "end_time": "2022-01-24T14:54:07.974160", - "exception": false, - "start_time": "2022-01-24T14:54:07.767384", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - "\n", - "CATAID OBJID RA DEC ... DDP1_DELTA8 DDP2_DELTA8 DDP3_DELTA8 \n", - " deg deg ... \n", - "int32 int64 float64 float64 ... float64 float64 float64 \n", - "------ ------------------ ------------ ----------- ... -------------------- --------------------- ------------------\n", - " 32174 587722981741691177 183.70037809 -1.05288215 ... 0.6356962089955482 0.30107595736367454 0.7632803324051429\n", - "144355 587724650867524042 179.66102327 -1.40728884 ... 0.9280372369440453 -1.0 -1.0\n", - "124541 587724649256976626 179.89751219 -2.57730755 ... 0.15223410165319318 0.09982091687020489 -1.0\n", - "118797 587724648722006137 184.17555062 -2.99648752 ... 4.516757213975895 4.305342340738256 -1.0\n", - " 39636 587722982275940549 177.66111022 -0.65931048 ... 0.07970085268866534 0.4845361552659335 -1.0\n", - "341716 587726032799858903 212.96405368 2.36821727 ... 0.6790130651230986 -1.0 -1.0\n", - "346622 587726033302389048 134.55743422 2.16600461 ... -0.32516731327511983 -0.2127230496523168 -1.0\n", - "177971 587725041165008988 178.47535786 -1.9391443 ... 3.149093169285493 2.8992412883776533 -1.0\n", - "172285 587725040629710998 182.12852956 -2.33236242 ... -0.3349489007262123 -0.057877604696590534 -1.0\n", - "610500 588848900449698117 180.40976089 0.3388614 ... 0.8353724578801194 0.86190619163712 -1.0\n", - "302610 587726032230416728 138.53122634 1.38977696 ... 0.9513420713189848 0.517656811052335 -1.0\n", - " 15080 588848901001314625 213.98366937 0.75510347 ... -0.34583906553645505 -0.2845367882679003 -1.0\n", - "208860 587725074988269832 130.61922805 0.12372122 ... 3.039177684825906 2.80601356088375 2.8317251258428056\n", - " ... ... ... ... ... ... ... ...\n", - "239465 587726014548607197 217.84292864 1.61146352 ... 5.889705841888448 4.504081149585731 -1.0\n", - "397461 587728307495960746 178.23268965 1.46131379 ... 0.6583438518965616 -1.0 -1.0\n", - "568259 588848899390833081 214.28595511 -0.56610649 ... 2.5389570844886316 1.9866737263303715 -1.0\n", - "504301 587729971249021149 214.85375081 -1.96182197 ... 0.7899628231702156 -1.0 -1.0\n", - "221119 587726013997187542 184.5819763 1.54322764 ... 1.6583337870453798 -1.0 -1.0\n", - "249871 587726015083511922 213.27406905 2.13655058 ... 2.0589023462706812 2.1929517755224497 -1.0\n", - "138605 587724650332225697 183.35394211 -1.66570048 ... -0.1836188876179169 -1.0 -1.0\n", - "388293 587727944566178064 139.3411875 2.45004368 ... 1.1601760175206821 1.0354784706466647 -1.0\n", - "347688 587726033304224123 138.72775853 2.35475845 ... 2.7331439793821843 -1.0 -1.0\n", - "129854 587724649791619154 174.84665374 -2.09774838 ... 4.329748494858069 3.4724669802166908 -1.0\n", - "497139 587729779055460959 215.79068217 -1.08132634 ... 0.999568135177137 -1.0 -1.0\n", - "609348 588848900447469698 175.20879494 0.37359708 ... 0.5567087187951785 -1.0 -1.0\n", - " 40370 587722982277316680 180.8511958 -0.64678756 ... 0.953525925628858 1.0511296608297025 -1.0" - ] - }, - "execution_count": 5, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "gama_d8 = Table.read(os.environ['HOME'] + '/data/GAMA4/gama_gold_ddp_n8.fits')\n", - "gama_d8" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "18deea31", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:08.013937Z", - "iopub.status.busy": "2022-01-24T14:54:08.013508Z", - "iopub.status.idle": "2022-01-24T14:54:08.022576Z", - "shell.execute_reply": "2022-01-24T14:54:08.022188Z" - }, - "papermill": { - "duration": 0.031763, - "end_time": "2022-01-24T14:54:08.022683", - "exception": false, - "start_time": "2022-01-24T14:54:07.990920", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.03903, 0.26299)" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "gama_d8['ZGAMA'].min(), gama_d8['ZGAMA'].max()" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "be549c77", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:08.064423Z", - "iopub.status.busy": "2022-01-24T14:54:08.063966Z", - "iopub.status.idle": "2022-01-24T14:54:08.100652Z", - "shell.execute_reply": "2022-01-24T14:54:08.099822Z" - }, - "papermill": { - "duration": 0.060778, - "end_time": "2022-01-24T14:54:08.100836", - "exception": false, - "start_time": "2022-01-24T14:54:08.040058", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "array([b'G12', b'G15', b'G9'], dtype='|S4')" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.unique(gama_d8['FIELD'].data)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "928d099d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:08.168666Z", - "iopub.status.busy": "2022-01-24T14:54:08.168074Z", - "iopub.status.idle": "2022-01-24T14:54:08.283178Z", - "shell.execute_reply": "2022-01-24T14:54:08.282128Z" - }, - "papermill": { - "duration": 0.153104, - "end_time": "2022-01-24T14:54:08.283427", - "exception": false, - "start_time": "2022-01-24T14:54:08.130323", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "gama_d8 = gama_d8[gama_d8['FIELD'] == field]" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "037ef56d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:08.406045Z", - "iopub.status.busy": "2022-01-24T14:54:08.401561Z", - "iopub.status.idle": "2022-01-24T14:54:08.885272Z", - "shell.execute_reply": "2022-01-24T14:54:08.884660Z" - }, - "papermill": { - "duration": 0.564507, - "end_time": "2022-01-24T14:54:08.885412", - "exception": false, - "start_time": "2022-01-24T14:54:08.320905", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "bins=np.arange(-1., 150., 1.)\n", - "\n", - "_ = pl.hist(gama_d8['DDP1_N8'], histtype='step', bins=bins, label='DDP1')\n", - "_ = pl.hist(gama_d8['DDP2_N8'], histtype='step', bins=bins, label='DDP2')\n", - "_ = pl.hist(gama_d8['DDP3_N8'], histtype='step', bins=bins, label='DDP3')\n", - "\n", - "pl.xlabel(r'$N_8$')\n", - "pl.yscale('log')\n", - "pl.legend(frameon=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "f163e676", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:08.990856Z", - "iopub.status.busy": "2022-01-24T14:54:08.978932Z", - "iopub.status.idle": "2022-01-24T14:54:09.417464Z", - "shell.execute_reply": "2022-01-24T14:54:09.418025Z" - }, - "papermill": { - "duration": 0.509073, - "end_time": "2022-01-24T14:54:09.418234", - "exception": false, - "start_time": "2022-01-24T14:54:08.909161", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "bins=np.arange(-1., 10., 0.1)\n", - "\n", - "_ = pl.hist(gama_d8['DDP1_DELTA8'], histtype='step', bins=bins, label='DDP1')\n", - "_ = pl.hist(gama_d8['DDP2_DELTA8'], histtype='step', bins=bins, label='DDP2')\n", - "_ = pl.hist(gama_d8['DDP3_DELTA8'], histtype='step', bins=bins, label='DDP3')\n", - "\n", - "pl.xlabel(r'$\\delta_8$')\n", - "pl.yscale('log')\n", - "pl.legend(frameon=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "7c3028a8", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:09.527015Z", - "iopub.status.busy": "2022-01-24T14:54:09.526429Z", - "iopub.status.idle": "2022-01-24T14:54:12.229272Z", - "shell.execute_reply": "2022-01-24T14:54:12.229907Z" - }, - "papermill": { - "duration": 2.76555, - "end_time": "2022-01-24T14:54:12.230153", - "exception": false, - "start_time": "2022-01-24T14:54:09.464603", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, axes = plt.subplots(3, 1, figsize=(10, 35))\n", - "\n", - "for idx, ax in enumerate(axes):\n", - " sc = ax.scatter(gama_d8['MCOLOR_0P0'],\\\n", - " gama_d8['DDP1_DELTA8'],\\\n", - " c=gama_d8['DDP1_N8'],\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=12)\n", - "\n", - " ax.set_xlabel(r'$^{0.0}M_{\\rm COLOUR}$', fontsize=16)\n", - " ax.set_ylabel(r'$\\delta_{8,DDP1}$', fontsize=16)\n", - "\n", - " ax.set_xlim(-23., -16.)\n", - " ax.set_ylim(-1.1, 1.)\n", - " \n", - " ax.spines['top'].set_visible(False)\n", - " \n", - " divider = make_axes_locatable(ax)\n", - " \n", - " axLog = divider.append_axes(\"top\", size=5.0, pad=0, sharex=ax)\n", - " axLog.set_yscale('log')\n", - " axLog.set_xlim((-16., -23.))\n", - " axLog.set_ylim((1., 50.))\n", - " axLog.scatter(gama_d8['MCOLOR_0P0'], gama_d8['DDP1_DELTA8'], c=gama_d8['DDP1_N8'], marker='.', lw=0.0, s=12)\n", - "\n", - " axLog.spines['bottom'].set_visible(False)\n", - " axLog.xaxis.set_ticks_position('top')\n", - " axLog.xaxis.set_visible(False)\n", - "\n", - " axLog.set_yticks([10.])\n", - " axLog.set_yticklabels(['10'])\n", - " \n", - " ax.set_title('DDP{}'.format(idx+1))\n", - "\n", - " colorbar = fig.colorbar(sc, ax=ax, label=r'$N_8$')" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "390e9e9b", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:12.388681Z", - "iopub.status.busy": "2022-01-24T14:54:12.387340Z", - "iopub.status.idle": "2022-01-24T14:54:18.724135Z", - "shell.execute_reply": "2022-01-24T14:54:18.724610Z" - }, - "papermill": { - "duration": 6.414292, - "end_time": "2022-01-24T14:54:18.724763", - "exception": false, - "start_time": "2022-01-24T14:54:12.310471", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Reading: ['/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_ddp_n8_G9_0.fits', '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_ddp_n8_G12_0.fits', '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_ddp_n8_G15_0.fits']\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/cosma/home/durham/dc-moor2/.local/lib/python3.9/site-packages/astropy/table/table.py:3488: FutureWarning: elementwise == comparison failed and returning scalar instead; this will raise an error or perform elementwise comparison in the future.\n", - " result = self.as_array() == other\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: MergeConflictWarning: Cannot merge meta key 'FIELD' types and , choosing FIELD='G12' [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'FILLFACTOR_INFRAC' types and , choosing FILLFACTOR_INFRAC=0.7773585948947632 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d-99_VOLFRAC' types and , choosing DDP1_d-99_VOLFRAC=0.4566451521160363 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d-99_TIERMEDd8' types and , choosing DDP1_d-99_TIERMEDd8=0.08008800876034106 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d0_VOLFRAC' types and , choosing DDP1_d0_VOLFRAC=0.2577701234782471 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d0_TIERMEDd8' types and , choosing DDP1_d0_TIERMEDd8=-0.9190299821823499 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d1_VOLFRAC' types and , choosing DDP1_d1_VOLFRAC=0.1651377378911527 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d1_TIERMEDd8' types and , choosing DDP1_d1_TIERMEDd8=-0.2244483766669314 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d2_VOLFRAC' types and , choosing DDP1_d2_VOLFRAC=0.1068683293701266 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d2_TIERMEDd8' types and , choosing DDP1_d2_TIERMEDd8=1.068783955240961 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d3_VOLFRAC' types and , choosing DDP1_d3_VOLFRAC=0.01357865714443716 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d3_TIERMEDd8' types and , choosing DDP1_d3_TIERMEDd8=4.73859407334928 [astropy.utils.metadata]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: MergeConflictWarning: Cannot merge meta key 'FIELD' types and , choosing FIELD='G15' [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'FILLFACTOR_INFRAC' types and , choosing FILLFACTOR_INFRAC=0.7773609646472426 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d-99_VOLFRAC' types and , choosing DDP1_d-99_VOLFRAC=0.4505233802861409 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d-99_TIERMEDd8' types and , choosing DDP1_d-99_TIERMEDd8=0.04843349767867688 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d0_VOLFRAC' types and , choosing DDP1_d0_VOLFRAC=0.2698145851273098 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d0_TIERMEDd8' types and , choosing DDP1_d0_TIERMEDd8=-0.9141583421061842 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d1_VOLFRAC' types and , choosing DDP1_d1_VOLFRAC=0.1713053301838349 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d1_TIERMEDd8' types and , choosing DDP1_d1_TIERMEDd8=-0.222991941693536 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d2_VOLFRAC' types and , choosing DDP1_d2_VOLFRAC=0.09536739321067143 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d2_TIERMEDd8' types and , choosing DDP1_d2_TIERMEDd8=1.044252920198578 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d3_VOLFRAC' types and , choosing DDP1_d3_VOLFRAC=0.01298931119204304 [astropy.utils.metadata]\n", - "WARNING: MergeConflictWarning: Cannot merge meta key 'DDP1_d3_TIERMEDd8' types and , choosing DDP1_d3_TIERMEDd8=4.970416288891117 [astropy.utils.metadata]\n" - ] - } - ], - "source": [ - "realz = 0\n", - "rpaths = [os.environ['HOME'] + '/data/GAMA4/randoms/randoms_bd_ddp_n8_G{}_{:d}.fits'.format(ff, realz) for ff in [9, 12, 15]]\n", - "\n", - "print('Reading: {}'.format(rpaths))\n", - "\n", - "rand = None\n", - "\n", - "for rpath in rpaths:\n", - " if not os.path.isfile(rpath):\n", - " raise RuntimeError('Expect random bound dist. file for {}; Run bound_dist.py for this field'.format(rpath))\n", - "\n", - " if rand == None:\n", - " rand = Table.read(rpath)\n", - "\n", - " else:\n", - " rand = vstack([rand, Table.read(rpath)])" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "567ccbcc", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:18.854173Z", - "iopub.status.busy": "2022-01-24T14:54:18.853622Z", - "iopub.status.idle": "2022-01-24T14:54:20.453066Z", - "shell.execute_reply": "2022-01-24T14:54:20.453448Z" - }, - "papermill": { - "duration": 1.669811, - "end_time": "2022-01-24T14:54:20.453596", - "exception": false, - "start_time": "2022-01-24T14:54:18.783785", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, axes = plt.subplots(3, 1, figsize=(15, 30))\n", - "\n", - "rand_d8 = rand[rand['FIELD'] == field]\n", - "\n", - "gama_d8_slice = gama_d8[np.abs(gama_d8['CARTESIAN_Z']) < 5.]\n", - "rand_d8_slice = rand_d8[np.abs(rand_d8['CARTESIAN_Z']) < 5.]\n", - "\n", - "for idx in range(3):\n", - " # rand_d8_slice['DDP{}_DELTA8'.format(idx+1)]\n", - " \n", - " sc = axes[idx].scatter(rand_d8_slice['CARTESIAN_X'],\\\n", - " rand_d8_slice['CARTESIAN_Y'],\\\n", - " c='k',\\\n", - " alpha=0.05,\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=3,\\\n", - " vmin=-1.,\\\n", - " vmax=10.)\n", - " \n", - " sc = axes[idx].scatter(gama_d8_slice['CARTESIAN_X'],\\\n", - " gama_d8_slice['CARTESIAN_Y'],\\\n", - " c=gama_d8_slice['DDP{}_DELTA8'.format(idx+1)],\\\n", - " alpha=1.,\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=3,\\\n", - " vmin=-1.,\\\n", - " vmax=10.)\n", - " \n", - " \n", - " axes[idx].set_ylim(100., -100.)\n", - " \n", - " colorbar = fig.colorbar(sc, ax=axes[idx], label=r'$\\delta_8$') \n", - " \n", - " axes[idx].set_xlabel('x [Mpc/h]')\n", - " axes[idx].set_ylabel('y [Mpc/h]')\n", - " \n", - " axes[idx].set_title('DDP{}'.format(idx+1))" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "1073be4b", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:20.577481Z", - "iopub.status.busy": "2022-01-24T14:54:20.577033Z", - "iopub.status.idle": "2022-01-24T14:54:20.585780Z", - "shell.execute_reply": "2022-01-24T14:54:20.585384Z" - }, - "papermill": { - "duration": 0.071281, - "end_time": "2022-01-24T14:54:20.585881", - "exception": false, - "start_time": "2022-01-24T14:54:20.514600", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.03900268, 0.26299992)" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rand['Z'].min(), rand['Z'].max()" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "b292b8ca", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:20.712965Z", - "iopub.status.busy": "2022-01-24T14:54:20.712513Z", - "iopub.status.idle": "2022-01-24T14:54:20.715968Z", - "shell.execute_reply": "2022-01-24T14:54:20.715547Z" - }, - "papermill": { - "duration": 0.072346, - "end_time": "2022-01-24T14:54:20.716074", - "exception": false, - "start_time": "2022-01-24T14:54:20.643728", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('EXTNAME', 'TilingCat'),\n", - " ('TCOMM1', 'GAMA ID'),\n", - " ('TUCD1', 'meta.id;meta.main'),\n", - " ('TCOMM2', 'SDSS objid'),\n", - " ('TUCD2', 'meta.id'),\n", - " ('TCOMM3', 'J2000 coordinate'),\n", - " ('TUCD3', 'pos.eq.ra'),\n", - " ('TCOMM4', 'J2000 coordinate'),\n", - " ('TUCD4', 'pos.eq.dec'),\n", - " ('TCOMM5', '3-arcsec fiber magnitude'),\n", - " ('TUCD5', 'phot.mag;em.opt.R'),\n", - " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", - " ('TUCD6', 'phot.mag;em.opt.R'),\n", - " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD7', 'phot.mag;em.opt.U'),\n", - " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD8', 'phot.mag;em.opt.B'),\n", - " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD9', 'phot.mag;em.opt.R'),\n", - " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD10', 'phot.mag;em.opt.I'),\n", - " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD11', 'phot.mag;em.opt.I'),\n", - " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", - " ('TUCD12', 'meta.code;meta.dataset'),\n", - " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", - " ('TUCD13', 'src.redshift'),\n", - " ('TCOMM14', 'Quality of redshift'),\n", - " ('TUCD14', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", - " ('TUCD15', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", - " ('TUCD16', 'meta.id.cross;spect'),\n", - " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", - " ('TUCD17', 'src.redshift;stat.error'),\n", - " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", - " ('TUCD18', 'meta.number;spect'),\n", - " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", - " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", - " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", - " ('TUCD20', 'src.class.starGalaxy'),\n", - " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", - " ('TUCD21', 'src.class.starGalaxy'),\n", - " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", - " ('TUCD22', 'phot.mag;em.IR.K'),\n", - " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", - " ('TUCD23', 'phot.flux.density;em.radio'),\n", - " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", - " ('TUCD24', 'meta.code'),\n", - " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", - " ('TUCD25', 'meta.code'),\n", - " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", - " ('TUCD26', 'meta.code'),\n", - " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", - " ('TUCD27', 'meta.code.class'),\n", - " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", - " ('TUCD28', 'meta.code.class'),\n", - " ('TCOMM29', 'Priorities for targeting, see notes'),\n", - " ('TUCD29', 'meta.code.class'),\n", - " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", - " ('TUCD30', 'meta.code.class'),\n", - " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", - " ('TUCD31', 'meta.code.cross'),\n", - " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", - " ('TUCD32', 'meta.code'),\n", - " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", - " ('TUCD33', 'meta.code'),\n", - " ('TCOMM34', 'Visual classification, see notes'),\n", - " ('TUCD34', 'mata.code.qual'),\n", - " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", - " ('TUCD35', 'meta.id'),\n", - " ('DATE-HDU', '2015-09-04T13:22:37'),\n", - " ('STILVERS', '3.0-8'),\n", - " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", - " ('DMU', 'EqInputCat'),\n", - " ('NAME', 'TilingCat'),\n", - " ('VERSION', 'v46'),\n", - " ('DATE', '2015-05-22'),\n", - " ('CONTACT', 'Ivan Baldry '),\n", - " ('AREA', 180.0),\n", - " ('GOLD_NGAL', 113687),\n", - " ('DDP1_ZMIN', 0.0390699990093708),\n", - " ('DDP1_ZMAX', 0.2629899978637695),\n", - " ('DDP1_VZ', 7594754.153764196),\n", - " ('DDP1_NGAL', 45889),\n", - " ('DDP1_DENS', 0.006042196899455394),\n", - " ('DDP2_ZMIN', 0.03914999961853027),\n", - " ('DDP2_ZMAX', 0.1937000006437302),\n", - " ('DDP2_VZ', 3156659.558717707),\n", - " ('DDP2_NGAL', 32698),\n", - " ('DDP2_DENS', 0.01035841825568372),\n", - " ('DDP3_ZMIN', 0.03903000056743622),\n", - " ('DDP3_ZMAX', 0.1015800014138222),\n", - " ('DDP3_VZ', 457819.2340050841),\n", - " ('DDP3_NGAL', 8748),\n", - " ('DDP3_DENS', 0.01910797832470021),\n", - " ('TMR_DDP1', '[-21.8, -20.1]'),\n", - " ('TMR_DDP2', '[-20.6, -19.3]'),\n", - " ('TMR_DDP3', '[-21.8, -20.1]'),\n", - " ('RPATH_0',\n", - " '/cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits'),\n", - " ('RPATH_1',\n", - " '/cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits'),\n", - " ('RPATH_2',\n", - " '/cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits'),\n", - " ('VOL8', 2144.660584850632),\n", - " ('comments',\n", - " ['Science targets and information for tiling and spectroscopic',\n", - " 'observation.'])])" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "gama_d8.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "2bc353ad", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:20.890390Z", - "iopub.status.busy": "2022-01-24T14:54:20.889239Z", - "iopub.status.idle": "2022-01-24T14:54:21.439416Z", - "shell.execute_reply": "2022-01-24T14:54:21.440347Z" - }, - "papermill": { - "duration": 0.665386, - "end_time": "2022-01-24T14:54:21.440649", - "exception": false, - "start_time": "2022-01-24T14:54:20.775263", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(\n", - " G12\n", - " G15\n", - " G9,\n", - " array([1265955, 1265955, 1265955]))" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.unique(rand['FIELD'], return_counts=True)" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "6672ece0", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:21.704148Z", - "iopub.status.busy": "2022-01-24T14:54:21.703603Z", - "iopub.status.idle": "2022-01-24T14:54:21.707248Z", - "shell.execute_reply": "2022-01-24T14:54:21.706738Z" - }, - "papermill": { - "duration": 0.116272, - "end_time": "2022-01-24T14:54:21.707368", - "exception": false, - "start_time": "2022-01-24T14:54:21.591096", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "tiers = delta8_tier(gama_d8['DDP1_DELTA8'])" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "c337de38", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:21.909439Z", - "iopub.status.busy": "2022-01-24T14:54:21.908383Z", - "iopub.status.idle": "2022-01-24T14:54:21.915515Z", - "shell.execute_reply": "2022-01-24T14:54:21.916273Z" - }, - "papermill": { - "duration": 0.119809, - "end_time": "2022-01-24T14:54:21.916516", - "exception": false, - "start_time": "2022-01-24T14:54:21.796707", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([-99, 0, 1, 2, 3]), array([19096, 1302, 4021, 7860, 2081]))" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.unique(tiers, return_counts=True)" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "4d36b3a0", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:22.259883Z", - "iopub.status.busy": "2022-01-24T14:54:22.258970Z", - "iopub.status.idle": "2022-01-24T14:54:24.052954Z", - "shell.execute_reply": "2022-01-24T14:54:24.051896Z" - }, - "papermill": { - "duration": 1.941731, - "end_time": "2022-01-24T14:54:24.053229", - "exception": false, - "start_time": "2022-01-24T14:54:22.111498", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Reading: ['/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_G9_0.fits', '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_G12_0.fits', '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_G15_0.fits']\n" - ] - } - ], - "source": [ - "realz = 0\n", - "rpaths = [os.environ['HOME'] + '/data/GAMA4/randoms/randoms_G{}_{:d}.fits'.format(ff, realz) for ff in [9, 12, 15]]\n", - "\n", - "print('Reading: {}'.format(rpaths))\n", - "\n", - "rand = None\n", - "\n", - "for rpath in rpaths:\n", - " if not os.path.isfile(rpath):\n", - " raise RuntimeError('Expect random bound dist. file for {}; Run bound_dist.py for this field'.format(rpath))\n", - "\n", - " if rand == None:\n", - " rand = Table.read(rpath)\n", - "\n", - " else:\n", - " rand = vstack([rand, Table.read(rpath)])" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "id": "476116cb", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:24.358077Z", - "iopub.status.busy": "2022-01-24T14:54:24.356936Z", - "iopub.status.idle": "2022-01-24T14:54:27.617636Z", - "shell.execute_reply": "2022-01-24T14:54:27.618595Z" - }, - "papermill": { - "duration": 3.451887, - "end_time": "2022-01-24T14:54:27.618982", - "exception": false, - "start_time": "2022-01-24T14:54:24.167095", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "G9\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-580.43097 -73.76151\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "73.60615 -73.76151\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-26.05787 -73.76151\n", - "\n", - "G12\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-747.16486 -115.565475\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-78.02824 -115.565475\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-39.08608 -115.565475\n", - "\n", - "G15\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-636.78845 -84.78161\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-514.0881 -84.78161\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-26.05787 -84.78161\n", - "\n" - ] - }, - { - "data": { - "image/png": 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LvimtRJM08MqQ7z73B+EBAAhj2AoAEEZ4AADCCA8AQBjhAQAIIzwAAGGEBwAgjPAAAIQRHgCAMMIDABD2f9Wt+vPsN9MaAAAAAElFTkSuQmCC\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for field in ['G9', 'G12', 'G15']:\n", - " in_field = rand[rand['FIELD'] == field]\n", - " \n", - " # pl.plot(rand['RANDOM_RA'], rand['RANDOM_DEC'], marker=',', lw=0.0)\n", - " \n", - " pl.hist(in_field['CARTESIAN_X'], histtype='step', bins=np.arange(0., 900., 10.))\n", - " \n", - " print(field)\n", - " print(np.sort(in_field['CARTESIAN_X'].data).min(), np.sort(in_field['CARTESIAN_X']).max())\n", - " print(np.sort(in_field['CARTESIAN_Y'].data).min(), np.sort(in_field['CARTESIAN_X']).max())\n", - " print(np.sort(in_field['CARTESIAN_Z'].data).min(), np.sort(in_field['CARTESIAN_X']).max())\n", - " print()" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "0bc3a876", - "metadata": { - "execution": { - "iopub.execute_input": "2022-01-24T14:54:27.810890Z", - "iopub.status.busy": "2022-01-24T14:54:27.805946Z", - "iopub.status.idle": "2022-01-24T14:54:27.814023Z", - "shell.execute_reply": "2022-01-24T14:54:27.814451Z" - }, - "papermill": { - "duration": 0.085747, - "end_time": "2022-01-24T14:54:27.814586", - "exception": false, - "start_time": "2022-01-24T14:54:27.728839", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "('RANDOM_RA',\n", - " 'RANDOM_DEC',\n", - " 'Z',\n", - " 'V',\n", - " 'RANDID',\n", - " 'FIELD',\n", - " 'CARTESIAN_X',\n", - " 'CARTESIAN_Y',\n", - " 'CARTESIAN_Z',\n", - " 'IS_BOUNDARY')" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rand.dtype.names" - ] - }, - { - "cell_type": "markdown", - "id": "03564964", - "metadata": { - "papermill": { - "duration": 0.064739, - "end_time": "2022-01-24T14:54:27.943981", - "exception": false, - "start_time": "2022-01-24T14:54:27.879242", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Done." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "228c1dfb", - "metadata": { - "papermill": { - "duration": 0.065391, - "end_time": "2022-01-24T14:54:28.074590", - "exception": false, - "start_time": "2022-01-24T14:54:28.009199", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "409f2c6c", - "metadata": { - "papermill": { - "duration": 0.064949, - "end_time": "2022-01-24T14:54:28.204689", - "exception": false, - "start_time": "2022-01-24T14:54:28.139740", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Lumfn", - "language": "python", - "name": "lumfn" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.9" - }, - "papermill": { - "default_parameters": {}, - "duration": 23.741906, - "end_time": "2022-01-24T14:54:28.789388", - "environment_variables": {}, - "exception": null, - "input_path": "docs/nb/delta8_qa.ipynb", - "output_path": "test/pm_delta8_qa.ipynb", - "parameters": {}, - "start_time": "2022-01-24T14:54:05.047482", - "version": "2.3.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/tests/pm_delta8_qa_G12.ipynb b/tests/pm_delta8_qa_G12.ipynb deleted file mode 100644 index e17826e1..00000000 --- a/tests/pm_delta8_qa_G12.ipynb +++ /dev/null @@ -1,1163 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "37ecb12e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:45.491469Z", - "iopub.status.busy": "2022-03-01T13:10:45.490588Z", - "iopub.status.idle": "2022-03-01T13:10:45.495125Z", - "shell.execute_reply": "2022-03-01T13:10:45.495804Z" - }, - "papermill": { - "duration": 0.051162, - "end_time": "2022-03-01T13:10:45.496127", - "exception": false, - "start_time": "2022-03-01T13:10:45.444965", - "status": "completed" - }, - "tags": [ - "injected-parameters" - ] - }, - "outputs": [], - "source": [ - "# Parameters\n", - "field = \"G12\"\n", - "survey = \"gama\"\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "72888a06", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:45.551819Z", - "iopub.status.busy": "2022-03-01T13:10:45.551119Z", - "iopub.status.idle": "2022-03-01T13:10:47.027820Z", - "shell.execute_reply": "2022-03-01T13:10:47.026611Z" - }, - "papermill": { - "duration": 1.506462, - "end_time": "2022-03-01T13:10:47.028076", - "exception": false, - "start_time": "2022-03-01T13:10:45.521614", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "import fitsio\n", - "import numpy as np\n", - "import pylab as pl\n", - "import matplotlib.pyplot as plt\n", - "import astropy.io.fits as fits\n", - "from astropy.table import Table\n", - "from scipy.interpolate import interp1d" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "05b04269", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:47.094222Z", - "iopub.status.busy": "2022-03-01T13:10:47.093472Z", - "iopub.status.idle": "2022-03-01T13:10:47.098106Z", - "shell.execute_reply": "2022-03-01T13:10:47.097366Z" - }, - "papermill": { - "duration": 0.037605, - "end_time": "2022-03-01T13:10:47.098259", - "exception": false, - "start_time": "2022-03-01T13:10:47.060654", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "sys.path.append('{}/DESI'.format(os.environ['HOME']))" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "4a8628c6", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:47.148612Z", - "iopub.status.busy": "2022-03-01T13:10:47.147993Z", - "iopub.status.idle": "2022-03-01T13:10:47.277340Z", - "shell.execute_reply": "2022-03-01T13:10:47.276557Z" - }, - "papermill": { - "duration": 0.15668, - "end_time": "2022-03-01T13:10:47.277568", - "exception": false, - "start_time": "2022-03-01T13:10:47.120888", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import pubplot\n", - "\n", - "from schechter import schechter, named_schechter\n", - "from gama_limits import gama_field\n", - "from delta8_limits import d8_limits, delta8_tier\n", - "from findfile import findfile" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "6635c158", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:47.342839Z", - "iopub.status.busy": "2022-03-01T13:10:47.342091Z", - "iopub.status.idle": "2022-03-01T13:10:47.345205Z", - "shell.execute_reply": "2022-03-01T13:10:47.345806Z" - }, - "papermill": { - "duration": 0.035938, - "end_time": "2022-03-01T13:10:47.345984", - "exception": false, - "start_time": "2022-03-01T13:10:47.310046", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "version = 'latest'\n", - "survey = 'gama'\n", - "dryrun = False" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "2d04ca99", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:47.396881Z", - "iopub.status.busy": "2022-03-01T13:10:47.396260Z", - "iopub.status.idle": "2022-03-01T13:10:47.409525Z", - "shell.execute_reply": "2022-03-01T13:10:47.410042Z" - }, - "papermill": { - "duration": 0.041503, - "end_time": "2022-03-01T13:10:47.410193", - "exception": false, - "start_time": "2022-03-01T13:10:47.368690", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "'/cosma/home/durham/dc-moor2/data/v4/gama_gold_ddp_n8.fits'" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# TODO: clean up root below in LF cells\n", - "root = '{}/data/GAMA4/'.format(os.environ['HOME'])\n", - "#fpath = root + 'gama_gold_ddp_n8.fits'\n", - "fpath = findfile(ftype='ddp_n8', version=version, dryrun=dryrun, survey=survey)\n", - "fpath" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "9658b14a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:47.454773Z", - "iopub.status.busy": "2022-03-01T13:10:47.454241Z", - "iopub.status.idle": "2022-03-01T13:10:47.457186Z", - "shell.execute_reply": "2022-03-01T13:10:47.457612Z" - }, - "papermill": { - "duration": 0.02724, - "end_time": "2022-03-01T13:10:47.457748", - "exception": false, - "start_time": "2022-03-01T13:10:47.430508", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#! ls /global/cscratch1/sd/mjwilson/norberg/GAMA4/" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "2178d555", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:47.500007Z", - "iopub.status.busy": "2022-03-01T13:10:47.499515Z", - "iopub.status.idle": "2022-03-01T13:10:47.513228Z", - "shell.execute_reply": "2022-03-01T13:10:47.513642Z" - }, - "papermill": { - "duration": 0.037848, - "end_time": "2022-03-01T13:10:47.513785", - "exception": false, - "start_time": "2022-03-01T13:10:47.475937", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#ddps = fits.open(root + '/global/cscratch1/sd/mjwilson/norberg/GAMA4/gama_gold_ddp_n8.fits')\n", - "#ddps = fits.open(root+'gama_gold_ddp_n8.fits')\n", - "\n", - "ddps = fits.open(fpath)\n", - "ddps = ddps[1].header\n", - "#ddps" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "511b6569", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:47.555213Z", - "iopub.status.busy": "2022-03-01T13:10:47.552832Z", - "iopub.status.idle": "2022-03-01T13:10:47.557946Z", - "shell.execute_reply": "2022-03-01T13:10:47.558358Z" - }, - "papermill": { - "duration": 0.026368, - "end_time": "2022-03-01T13:10:47.558480", - "exception": false, - "start_time": "2022-03-01T13:10:47.532112", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#! ls /global/cscratch1/sd/mjwilson/desi/BGS/Sam" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "d7cdbccd", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:47.598324Z", - "iopub.status.busy": "2022-03-01T13:10:47.597868Z", - "iopub.status.idle": "2022-03-01T13:10:47.600997Z", - "shell.execute_reply": "2022-03-01T13:10:47.601370Z" - }, - "papermill": { - "duration": 0.025272, - "end_time": "2022-03-01T13:10:47.601481", - "exception": false, - "start_time": "2022-03-01T13:10:47.576209", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "field = 'G12'" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "983d1b1e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:47.640161Z", - "iopub.status.busy": "2022-03-01T13:10:47.639729Z", - "iopub.status.idle": "2022-03-01T13:10:54.712885Z", - "shell.execute_reply": "2022-03-01T13:10:54.711986Z" - }, - "papermill": { - "duration": 7.095107, - "end_time": "2022-03-01T13:10:54.713127", - "exception": false, - "start_time": "2022-03-01T13:10:47.618020", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, version=version, dryrun=dryrun, survey=survey)\n", - "randoms = Table.read(fpath)\n", - "#randoms = Table.read('{}/data/GAMA4/randoms/randoms_bd_ddp_n8_{}_0.fits'.format(os.environ['HOME'], field))" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "d7b43500", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:54.785885Z", - "iopub.status.busy": "2022-03-01T13:10:54.785111Z", - "iopub.status.idle": "2022-03-01T13:11:18.372131Z", - "shell.execute_reply": "2022-03-01T13:11:18.373057Z" - }, - "papermill": { - "duration": 23.627227, - "end_time": "2022-03-01T13:11:18.373358", - "exception": false, - "start_time": "2022-03-01T13:10:54.746131", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "randoms_slice = randoms[np.abs(randoms['CARTESIAN_Z']) < 5.]\n", - "\n", - "for idx in np.arange(1, 4, 1):\n", - " plt.scatter(randoms_slice['CARTESIAN_X'],\\\n", - " randoms_slice['CARTESIAN_Y'],\\\n", - " c=randoms_slice['DDP{}_DELTA8'.format(idx)],\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " vmin=-1.,\\\n", - " vmax=10.,\\\n", - " cmap='plasma')\n", - "\n", - " pl.xlabel('x [Mpc/h]')\n", - " pl.ylabel('y [Mpc/h]')\n", - " \n", - " plt.title('DDP{}'.format(idx))\n", - " plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "b3961485", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:18.471603Z", - "iopub.status.busy": "2022-03-01T13:11:18.470972Z", - "iopub.status.idle": "2022-03-01T13:11:19.787310Z", - "shell.execute_reply": "2022-03-01T13:11:19.788083Z" - }, - "papermill": { - "duration": 1.368692, - "end_time": "2022-03-01T13:11:19.788346", - "exception": false, - "start_time": "2022-03-01T13:11:18.419654", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'G12 GAMA Field')" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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1Y7Kai58XPEqKGcm0OIJrs9mw2Wyz7pdOpysSXE2rrPBD1lIOhUJl98nO3c62VONKNplkHnnkCzzyyBdKbtcDpGKk0yFS6aAeJDVtKZdrWxRlvEEjlZqCEruaTErGgvUUCK0HRfEiy95lURMZKp9TXQlRzVmMeVeDlcAtJaSSJO0G9gGPAn5Jki4BB4QQR6o5jxAgEiokVGazhWYVXEuB4FoWR3BlWUaWZRyO8gUUhBCk0+myIlv4WIk7ORssNVs6UDViO1fhBj1AyoHZ7MBqbS55PU1LFQjrVEZ0p4heOoxJtpK6HsK+wV/y2GKxLbFPJhhKUbzIig9F9qIovsxzz6yVompNpUFWSx3EVI2VaaTfGKwEVvQc6Y1k9+Yd4s0//wkiqaIla1e6DzKCq2RE1WrGVM7CXSTBrYRCd/JsS60+T7IsY7PZiPyoD4uQsSDT+X/cjs1mmzUFqJqKSdl97Xc04P5UI6lUkHQ6SDo9RSqtu4LHXzyOMKWAuVN6SmGWnSiyLy+0ii/z2jMj2vhWwejFarCUGHOkS4jJoeC6qw0AoYqMoKqIhL5oiTQioWXW5Z9XghAgkiokVSjvNZ1p4eYe5bzYWs1Iiqnmc3qVuJMLo5NnWypxJafTacLhMPEOE1P9QSztLkKnT+e2S5KE1WrNjSn7fPL9S1iEjPp+/5xCWvfZtUX7WEqk/Diabyd88ArW2904m+oyQhsklZoilQ7oRSkyPx5KWa9qWs/Fjcf7Z5zbLDuxKHUoih9FqUNR6rBY/JjNrhUxJztfjF6sBjcbhkVaIfMpWi80XXB1oc08Fopv9nlSrWkHNskklbZoCwTXZDUjyTc+UlUIMUNs4/H4vMS2FPGzEyT7w1jaXbi3NReJbKHw2u12ZFlesGDpaT5BUqkA/f/5DVQlgqaEcX+umVQ6NK/GA5JJ1kU1J7C+jNj6ls187HLDsEgNKsVIf1lCatX9pRQ5wU0WCG4iL7JaQkXE1Yot3EqRZFMJsc08t8n5ed0b7E7Oim1WYOPxeNHz7JztQsm6j7PCmn2eXarNr53uVtZFNkQqFSCVniKdCuQt2dRUZeUYC5EkZNmtC6ylHotSj8VSj6LUGQJrYFAhhpAuIZUK6RvfP8ept/rZcm87939pQ03HkBXcnNjG0wWu5YzoxlVEurZzuLk5W1uBwFrNmGxyfr35xlq3qqrOENfpj/O1arNYLJZZhXYhebVCaKTTUySTk6RSE7rYpiZJpibQypRgLIskocheXVSnCezNkB9bSwzL1cCYI10BnHqrH6Hpj7UWUskk6UJmm/3PJtJasUWbEdwZ1q5WYYPxzPytOtv8rWLCZDNjshaIq1XOPGZEt4auZLPZjNPpxOl0ltyebSgw3aotXFR1dgs/m+4TDM5sPSdJUk5gpy82m23OfNrAj3sLrNfi/2lVjeVENZWcJJXKiG06WLopvBAZIQ5A5FLBGE0oih+LpR6LpQGrtQmLpVEvAVkhKynntBKMuVSDxcAQ0gpJJRJMDFzHYrNjsdtRrDakEhbJlq4+TvV1sqXr2hKMUkeSTZhlEzjLu/uEEIiUVmzR5oKmil3LlTgtREpDTWmoodSs4ypl1equZF2EkaUZ85YH/vxPOX7gJ2zf90n2/avfrOweZIKRyhW3KBTawiUWi+Wez+atEUIQi8WIxWYmnmavXUpk7XY7ZrOZyPuDICDy/uCMoKhsvWObra1ovaalSacDJJPjJJPjpFIT+mN6qqTACqGRTI6RTI4B53LrZdmFxdKIxdqI1dKIxdKELLtLzhdXk3O6EkTXSKcxWAwMIa2QRDTC2XfeKFgjodhsurDabCh2BxabnQ2Bf8/WuiSWMCSiv4his2IyVdca7UYgSRKSxQwWM5QvLDQjYCpn3cb16GT9UbduLx89xHDvBZp71rF610zPiUhrqGENwrOJraRbtbaMyNrMXH3jMA6TmzOvvspD//IrNZmzLRRar9c7Y3s23adQWAuFNpFIlD23ECK3/+Tk5IztVqsVsTaK1BvFt7mF8fFxHA4HNptthphNn3e1WBpmRBdrWkq3YJPjJFPjpDJCO73NXZZ0pt5xNHo5t85ksmKxNujCam3GZm1Gln1V5ZxWIrpLLbYbNnyzYkvUcAMbVIohpPNGkIrHSMVjFPVpcX8UBo5B20548e8BCcVq1a1Ymz1v0dpsWGyOgud2TFX2Ir0RZN3JB/72e2Wtwqx1+7O/+j1kFAZP9bLxFx7MCa6WSCPilbmSRVqgplMQyYvt7q2fzAl06NWrejELW4HY2ouFF3nh6T9zpftk52izVmk0Gs09nyufNpFIQI8FeiwME2f4+PHcNR0OR9Ey9X4fVqGUtFzzY1WwWpuwWpumjTFBKjVOMjlGIjlKMjFKMjlWsqSipiWIx/qJx/JpOiaTld27m7nrroexWltIp8PIsqvs+6pEdI2qSgY3I0awUYVs27RJPPvMn5CMxUjGoqST5S2S+SJbrHmhtduxWO1YHPac4GZFdyks3P/0pc8gNA3JZOJff/8fSu4zmwu20JWctWoP/f3fc/XoMXq27WXz7ffp7mR14Z9HSZYyopoXWCkjsia7vOiRyNNFtnCZy2U8nWw6j6vLT8MdXTmBzc4PK0p10bpCaKRSEySSYxlhHSGRHKs4wEmWXVitzVitLZnH5qqqNy21RVoNhkV6c2JE7S4h06N2NU0lFY/rwhqPkco8JuNxUrFo/nk8DtTyHhe4lDPiqj/Piq3uYpat1oqtskqqAc1nnnIupouzEALSmm7FxnUrVouni56LRPk527lcy1l0K9vMmQ/e5NKJD+javZPbH30UyZ6xbqcVtKjle9c0jXg8nrNgo9FobplPSo/Vas2JqvbBBOJEkPrbu2j4hdlb0xUihEBVwyQSIySSIyQTIyQSQ6hqvIISiSaslkZstlastjZs1jZkuXQA2HxYKcJriO7KwYjaXUaYTGasDidWx+xfGkLTMoKaEdpYbNrzOMlYlGTFglvgUg6U30symYosWYtNt3KtdkfezWx3ICvKrIEvWfb9q9+smYBm2b7vkzmBAn3eEsWMWTFjdpe2coQmclatFisQ24TK1QvHkSULw70XZhVSoQlENM3kuSvUKU2ETw4S3TCW256zaO0ykl2m/80PcZl9nH/1TR76F08sKPq40H07nVQqVSSs2SUWi5W1YrMFLCYmJgievgpmkA7309Q6kRNYp9OJy+XCbrfnUnam/3jKduFxOtfo90gI0ukgV//uJWTrJOn4JNImGaFN6ygkNBKJYRKJYZg6BoCieLHaWrFZ27DZ2lAU/7xd7Sulo43hBr61MYR0kZFMJqwOB9ZZCseDLripZCLjOi4W22Q8RjKqW7mVWrhC00hEwySi5YvHA5hlhbpWP/ZBC+luib7jR7HY7FgdjozY6stiuJPnI86SScpZjtQVb3Pc2cLxAz9hx4OfwnVH6wxrVounEbF8YYvmnnU5C7YQkRao4RRqJihqx5aHc/sFX7ump/rYZUwOGZNd0R8zzyXL/OdnFUXB6/XOCH7SNK3Ieo1EIkQiEaLRaFGurKXdRbI/jNLuyrmSx8byPxDMZjMulwuXy0X0gwvYhRWtTClFSZJQFC/+rXtzgutb1UMyNUEiMUQiPkQiMUQyOT7j2FRqilRqinDobOa6Nmz2Tuy2Dmy2jkx+a2X3aKV0tDGigW9tDNduhSxmZaNq0F3KCd2KjcVIxqMzxDYZi6GmFl75pxDZYsXqcGBxOHNWrcWu/0DQ3coOzFVWAloqRFrLWbQ5qzaWQoup+usFFLSQZGmGuGafSxZzTWvoZgU2K6zZZTYLNkt27tXa4ca/uwOXy4Xb7c4JbaVzr6oaJ5EYJB4fIB4fJJEYmrM/rFl2Yrd1Yrd3YLN1oiieit9zOZbaIjVYORhzpEtIrYX0W+99i+fPP89j6x/j63d+vWbnzaKmUyTj8SJxzc7dJmJRfU43FkPTald2ULZYdXG127EUCKzV7si9lqsMjrnR5OZpY3mh1eIZgc0Kb4WFLKYjmaVp4qpgciqYnTKSUjuLX1XVIss1EokQDodnTdmZjsPhwO124/F4cgI7V5GJyR9dJPzBdSx3WLA+YCUeHyARH0CdI5BJVjzY7V047Kuw2zsXvSuOIbq3NjdcSCVJulDLiy0ACdCEEJVHUNSYrJDWqgTgzr/eiSpUzJKZY796rHYDrQIhBOlUklRMF1ddbGPTxLaa+du5McsKVoczJ6zWbICUIyO4dgdmRVm23U+EyJRpjGZENprWrdmo/ny+1qzJYtbF1amLq8khY3YqSDa5ZhHGiUSCcDhctFRivYI+t+t0OnPC6vF4cDgcRX+n6197S/+YSNDx7XuBTOGL1Djx2DVisWvE4wNo2iyCLpmwWVtxOLqx21dhsTTU/LPwzW9+EyEEkiTxjW98o6bnngsjKGnpWYpgo3ohROmOxzcYSZJqW0B2ntSqBOBj6x/LWaRLhSRJKBYrisWKw+sru182YCoZj5KMxkhEIxnXclQX4KjuYhYV1LZV0ymiwQDRYKDsPmZZ0YXV4dTnl+268NqcrowAL86cbSVIkpTpojNzjvbAn/0pp149wI77Psndn/nFGUIrUuXvj5Zpy0egWGQkk5QX2JwFq2ByylXXN84WoKivr8+ty7arm75MF1dN0wiFQoRC+SIPsizj8Xhy87q2vU3ED47gvKO16H5ZLQ1YLQ14vbsy1ZZGicWuEYtfJx7vLw5gEhrxeH+m7dw7mGVHxlLtxuFYVRNrdSkbmxtBSTcnc1mk40KI+rI73ECWeiyb120X33/6RS4fG2XgQoCurfXc9vFVKDYzilXGYjOjWM2YF6EX6EpACEEqobuSExmRTUZjebGNRUlGozVyJUtY7Pa80Dpc+fnbjADLlspzG2vFXLm2WlLNi2s0pS8R/Xm1+bOShB7w5LJgcimYXUpObBdqwaqqSjgcJhQKEQwGCYVCRKPRCsYk4XK5csLq9XpLlmgsjBj2/fxq4vEhYrE+orErJBOjs5zfhM3eidPRg8PRM2txiOWKYZEuPUvh2p1YRhbpko5l07pt4q/+04/n3M9kllCsckZgzVhsMorVjGIzZ8RW3ybfgoIrhCCdiUxORDMWbc66za/T1PTcJ5sDs6xgdbpywpq3cJ3YXC69VnKN7381+aaF+z7061/RA54iKdRoCi2SF1gtUd0PD8kkYXLKmJwWXVxdugUr2RfWezWVShUJazAYrCjv1W634/V6qaurw+fzYbPZSrqAs6TTEWKxq8RiV4jGrsxaKMJqa8HpWIPDsXpBKTYGtxZLIaTfFUJ8pZYXnC9LPZZKhbRSJJOUF9qc6GaENie8MvIC0ikWO6BpoZSab87O2yajusgmohESkQiJzOtkNEIyPrNQfLWYzDJWpxObw4nV5cLqcGFzuvR1TteiW7SVVIoCvRmAFk2hRrIWbAotnNKDnqowYiXZhNmtYHZbMLkt+qNz/tZrtp7w1NRUbolEInMe53A4kM/GUM7FaLltNU2f3zjLNTRG/uF9ps6dgC1R5E3lx6pY6nA51+N0rsdiWRa//Q2WKUbU7hJy2217xNuv/4xUQiUZV0nF0/nnifxzrca9QHOCa5e5cGiY/rOTdO9o4PZPr86JsMUqY1ZmzpdVE9C0FJGMf/JbryI0kEzwW3/yYMXHaaqasWDDOYFNRKMks8IbXbhVa1YsRcKaf3RhdTgXnOpTqfVabj+hamiRNGo4mRNXNZxCi1f+viWTlHELWzC5FcweC2aXZd4FJ1KpFMFgMCeswWBwzp6wTqeTurq6nMU6vZl6ofXa/Ac7iEZ7iUYvEYsPQJnG6BZrI07nOlzO9SjKzIYEBrc2K1JIJUlShRBlI0MkSfoNIcSflVi/E+gRQvxwMcdXKZWmv6gpLSOqurjmnsfVIuFVZwk8KcfBl/pyXyp7P9VdtM0km7DYzEXi+rcX/wc/HXiJh9ft43fu+j9RrGZM0wJUsl/UwQ27AW5oJONiNUEXQpBOJHKimrVk4xnrNh4JLzjPVrHZsblc2Fxu7C43toKllik+lVquWURK063XcDLzmEINJWcNdJqO2amLqsljwey16uJqrt5yzQYoBQIBJicnmZqamlVYTSYTXq8Xv9+P3+/H6XQS+PGlkuUrVTVONHpZF9ZYH9EzIyVLGVqtzbhc63E6N1RdunAp02SMudTFY6UKqSaEKPsTV5KkB4FDgF8I0ZdZ9xDwBPAsUFdKaG80tc4jVdPTBDeu5sU2oQtvMl4suFdOjjNyNURTl5tVW8vHXYXeeJP4qVPYtmzBff99RdtkS8aFbNMDpP7+2/8KITTiLV2k/c3s2rWbn/v0pxe1qHu1LIbgppNJ4pFwTlgT0TCJcDgntguxaBWrLSOqrgKB1Z8rluqiTmtR51cIvayiGkqihZKooSRqSHcPV0LOcvVadavVk3ELVznloKoqwWAwJ6zBYHDW1Bur1Yrf76e+vh6fz1e2SISmpbj8f/2AhPM6Kecw7n0dpd4EDvsqXO5NOOyrMZnm9ihUmiazGIL7yqvrARUw89CD52tyTgOdlVprdy6l/hjwDBCQJEkADwGPA08KIfokSfryYg9wKTBnmm/bZmm+DaCqWk5U1+xuyrmVs5Zt9rVWEPUZP3VKTyM4dWqGkKaTKumkCkHdImtZ9xEGL7zDas8q1u7WU3EO/aRPn6fNuJSzc7kWe+bRJqPYzZirTL+YL7VKOSpEtlhwWfy46mbOp2UjkOPhsG7V5gQ2rC/RKKKMWxEglYiTSsQJjc+MQJUt1rwV63Zjd3tyS6k2etWUUSwnupIkZbrfyNCYL1UpUipqKFUksFokNWPuVWgCNZhEDeateEk26aLqtSL7rJi9VqQS0wuFmM3mnBt39erVpNNpgsEgk5OTTExMEA4Xl7NMJBIMDg4yODiIyWTC5/PR0NBAfX19UXs7k0nBv3UPkffbsd9Rj6XJRCR8nljsSv7vJLSMBXsZk9mGy7ket3szFktT2R8ES1me0Cg5uLJYDq7dLwshvlfw+vPA40KIj2def245uHeXS4nAUgghUFNaTlwH/vOfMvnKm9ge2If7c18gmRNelaoiVOagyLq1yznXssWeF13zAgq8Z1ksF/B80esYR4mHQ7klFgkTD4dIhMPzTPGRsDmdeWH1eHPPK+3kU6kbeNZ2d6qmi2swgTqVRA0m0KJzW66SBCaXBbMvI6w+qy7cVRCPx5mYmGBiYoLJyUnS6fLXdbvdNDQ00NDQgNPpLHl/VDVOJHqRcOhsJi91JhZLPW7PNlzOjZjN88tRNSolrSxWqmu3WiH9MrpF+pAQIlhuDvVGU6mQLudIWaEJUkk1Z+EWW7f55+lk7coGmhVTXlwLhFax5a1ccw0acS8X9OIVsYzAhollxTYUIh4Jz8tlbFYsGXHVhdXh8eLw+LBOE5BK3cDVz7uqukWaEVY1mKwoLcdkkzH7LMg+G2a/Ta83XOHfWdM0gsFgTlgLC0FMx26309jYSFNTEy6Xq+Q1UqkAofAZRt99i1j/0Iy5VMkk43JuwOPZPqNBusHNxc0qpA8BzwPjQAB4DliDPm96AHhMCPHHizrICqhUSJe69F+11tvgN/+AwHPP4fvCF2j9xu8DoKlaTlyzgVLJeJpkrPj1fGvOTkcPlCp0HZszVq2M1SHXzLKdzo22dIUQJGOxvBUbCuaWeDhMtWUYzbKC3ePB4fHh8Hpzj4rNPqtgzTffNbtvbs41kCA9lUANJNBCyTmdHSarGdlvw1xnQ/bb9A4+FRKPxxkbG2NsbIxAIFB2btVut9PU1JQT1elc+9qbpGxjJNxXsX1OmdkWDj1AyePZhtO5HpNpedeGNqiem1JIC/bzCiGmCl4/BOwTQnxtUQdYIbvWrBGv/7//GZPTqS8OR/6504HJ4UAymZbcIq02peTMlq2gqmA2s+nUyYqvo88jqjNENvc8lq6p2MoWXVyt0wQ260ZWrGbe/J/nqxLG+abfLAaaqubFNRgsElk1narqXLLFqlutXl/+0eubV25sxfmuaQ11KkE6oAurGkwg0rP/7U12GblOt1Zlvw2TtbKyj6lUiomJCcbGxhgfH0dVS1vHTqczJ6rZ/q+FVZW8n+kkHD5HMHi8ZDu4xNkI5pMN+NffRcNnt1U0tkowXMFLy0oNNqqIrIhmongRQrwCvLKkgypApFIk+/rK7yBJmOx2fsu5hv+t7g8xRZ1E3ntfF9lC8XU4kOboorEQttzbnhOTSvB94Qs5i7QaJEnKBR45KZ5byll697Rz9+fXZsRVdxsn42lS00RXU+dOzcgGSUWnShc8N5klTr7ZDwJOvdnP2t1Neas2I7bTU3+qvVeLiclszgleIVkrNhYKEg8FiYamiE5NEZ0KkE6WvhfpZILg2AjBsZGi9TanC2edH6e3DoevDldd3ZzW6/Tm6+V45a+eLrJchSbQwkldWCfjpCcTM1JwtFiaZCwMA3qQkdljQa63Idfb9eClMpHjiqLQ3NxMc3MzqqoyOTnJ6OgoY2NjRfOqkUiEy5cvc/nyZbxeLy0tLTQ+sqoojcbj2Y7bvY1EYpBg8ASRyPlcgFKifwzqxoiOnEeMfhyvdxcWS8Os96ESlrp3qkHtWRYWaUY8e7Ivgd1CiPnF+i8SO7u6xP7ffbIm5zI57MUWbannDgfSCunvOZ1qLL3CQKmsFZuM6QKbiKWrsmznSg9SrLqgWh0KVodcsChY7DKmZZTyMxfZyOJYMCOswUBOYKuxYBWrDaevDqfPj9Pnw+Grw+72VD1nPZflmhPWCV1U1UB8VotVkk3Ifhtygx253lZR4JKqqkxMTDAyMlLWUjWZTDQ0NNDS0kJdXR0mk2naOWKEQqcIhk4QOtk3IzfVbu/C692N3d4173l9wyJdWm5K164kSb+LPifqB3oBH/CcEOLVRR1Yldy2Y4f42Q9/iBaNokUi+lL0fOFl66Yj2ayYXa4CF3J2KVjnsCOZbkwaSqXUeu4xGySVjKVJRHVxTcSK3cgLDpCSJCw2c05YrXYZq1O3aG0OBcVW26bci4VuwUaJTgVyAhsJBIgFp2ZN2SnELCu4/PW46ur1R389Fnvt5l0hm1KTQJ1IkJ6I68I6y1eR2a0gNzhQmuyY3JY5/xbpdJrx8fGcqJb6nrNarTQ3N9PW1obdbi8en9CIRC4yFTxKIj5U4thmfL7bcThWr4jPhUGem1VIvyyE+J4kSZ8XQvwgs+7B5SakcwUbCVVFi8XywhrJiGy04HkkghaL8dqZYU70T7Gt3ctHNy4wQlCSdCvWlRdac1ZkC0RYqjCFYqWiprQiCzb3PCO+qYQ67/narKXbusbLlnvadAvWoQus1SljcyqLEgxVSzRVJRqcIhKYJBKYIBKYJBqo3Hq12OxF4ur0+6suLpGlZABTWtOt1bEY6fH4rKUOTTYzcqMDpdGOuc42Z/GQZDLJyMgIQ0NDJaN/JUnC7/fT1taG3++fYaXG4wNMTR0lEr00I33MYm3E59tLcj9E3x+aUYHJYPlxswrpg0KIVzP5o4czRRiWRe5oIaWEtFTE61wITWPbkz/CkorjVFO8/JU9pS3cWBRqFKgDIMnmmdas08l77yc5ezzC5jsauP+XNyHVsLzdckJogmRCJRFJkchattE08WgqN39bziSarTRjFsUmY3Pq1qzNmRdYm0MpWQd5OSCEIB4OZcQ1s0xOkEqU77hSiM3lwdPQiLuhEXd9Q8Uu4TndwEKgRVKkx+Okx2Ook4myP4IkxYRcb0dpsiM32Ofs0RoOhxkaGmJ4eLhk9xqbzUZrayutra0zWsClUlNMTR0hFDqFEMUekMhPJnBMbsAS6aDz28VFUBYTo5Rg9dysQvoQ8F1gD3pw0TgQEEJ8cVEHViWlhHS+Ea//7kcn+bv3r/JLd3Txh5/dWnIfoWmIWIzBP/wPBP/hH3A//DB1X/pSxsLNLOEwWqyyL71SvHX9TQYCX0aSzEgIHttyBslqxeR0lHYpu1yYXS4kh+Oms241VcvMy6ZIRNMFS4ozPxtkuC84Z2nGcnO0stWcE1WbKy+2NufyE9msazg8MU5oYpzwxDiRyYmKLFfFasNd34C7oQl3fQMuv79kA/Zq029OHvgpu+/7DHvv/QypsVjZusGSLOnu3xYHst8+a31gTdMYHx9nYGCAycnJGa5fSZJobGyks7MTj8dTtC2dDjM1dYRg6EQufSZ2boLU9RCOtk46PvpZ7PbuG/I/Um0pQUN4b1IhnbavF9gHHChMhVkO1MoirZa5xFqk08WWbDiMOt29HA4jUjO/CL/74Xexmx7FJn2Etf4pbmubORdUEpOkC63LpVu4LhdmV8aVnF0y6UA3C1nXcSKaF9p4JJV7LTRRkeWaJSu6zas9bL23HZtLweZSsLsUbC4LlmU0Jys0jVgoSCgjquGJcSKByTnnXE0mMy5/PZ7GJrxNzbj8DVV3zZluvQpNoAYSpEajpEdjZesFS4oJpdGB0uzA7J/d/RuLxRgYGGBwcJBUif8Tr9dLZ2cn9fX1RW5fVY0yNXWUYPA4mlZs3dpsrdTVfQS7fXEjwqsVRqOG7y0gpMuZpSoRWCux1pLJgvlbXVz/7vCfc6j3Le6p28OnWh5AjUSgglSUijBJmBxOTC7nNNF1Mv7nf0HwH/8R3xe/QOsN6jSzmAhNkIileevZ81w4OMyqrfWs29tMPKILbym35FyiazKbsLkUeo+Ncv3MBGt2N3HPF9Zhcyk3rMbxbKjpNJHABMGxUUJjo4TGx8qm42Qxmcy46hvwNjVnhLW+pMVayKzlDIVAC6dIjURJD0VQy5QyNFnMKC0OlDYXZnf5XFpVVRkbG2NgYIBAIDBju91up6Ojg5aWlqJ2b6oa1y3U4DE0rViI7Y5V+Os+gtXaOOv7vFEYFulNJKRzzYEuxznSDds3iL95+W9wKA6cslN/VJzYZTsmaem/2GqBEAJREDCVs2zDWQEO88EpK5dGPfTUTZa0YM+/9H18lycIrPaz/lOlC26P/cmf6PORkkTT7/5usdhmBNfsdmFyu/VAqRVs2QpNkIync6Iaj6RIRNKceOM6g5em5nQXzxBcScJql7F7FOxuCw63Bbvbgs2lLGn6jhBCt1rHRgmOjRAaHyMeLl/WD/Tm6p7GJjyNTfiaW3H66uZthR/4sz/l/OtvsvOOT7Jt10NlLVWz24LS5kRpcWKylBfxUCjE9evXGR4enuH2VRSFjo4O2tvbizrSpNMRAlMHCQVPFFvrkoTbtZm6ursI/dNgybZwBjeOm0lIL6KXBSzHPiHE3kUdWJWs2rxKfPXvvjpjvYSEXbbnhNUh649ORRfb7Gu7bMc8x6/v5ch0iziXIyrBb3x9A1okrLuTQyG0cITrv/tvMAnQgKb/9X8tec7wG2/k2ry57r9/9gGYJD0S2e3G5Hbrjy53XmjdbkzzqNizHBCaIBFNEwsniUfSxMNJYuEU8XAql85Taes8ySRx7cwEQ5em6N7ewJ2fXYPDbcHqkJesJV4yHiM4OkJwdISpkSFioeCs+ys2O77mFnwtbfiaW1Cstln3L6TQBfzbf/djtGCS1HCU1HAELT4zNUqSQG6wo7S59CClMvcoHo/T39/PwMDAjCL6sizT3t5OR0cHloLPYCoVJBB4j1D4bFEAm8lkIfk/rdinepAw0/Hteyt+fwa142YS0ufQc0Zn1uXS+WKt3+hCKSeklSJdeBnb9SM4O+/EsftXiwVXdhQJ8XIS3OlztHPliP7Tb/083a+d58oD6/jEH/0PXWTDkZzg6q/DupUbjVbUjWYu4ZVs1pkC63Jh9ngwudyYnCsvOCqVVIlnRDUWTmYe9fnYaqKLTWYJm8uCw2PB6bXi8OrPlyJdJxmLMjU6wtTIMMGRIeKR8Cx7S7j89dS1tOJracNV55/VM1HOBSw0gToZJzUYITUcLelmN1nNKO0uLO2usoUf0uk0Q0NDXL9+nVisOGfcbDbT1tZGZ2dnUaRvMjnGxMQ7RKN9uXWxcxNolwUNHQ/Q8nMfXXGfy5uBm0ZIM+tXo1czmhBCHJ227aFMicBlw5adW8Sf/+TPiaQiRFNRoqkokXSEeLrCqNk3nsq5M7l/dkG2ybYi93GhheuUnbgsrhvmUl7MgCqhqnqgVCiUF9dCCzcURotGi1zBDb/1W9VfyGzKuI7dmD1uTG4PZq9HF1+vV3cfr5AvNE3ViIVTxEIpYqFkZtGDniq1XrP7dW7ys+dT3Tg8urhaqmx7tlDikbBurQ4PMTk0MOscq2yxUtfWjr+tA19za9VBSwAipZEaiZIaCJMOzLyWJIHcaMfS4dYDlEp8JjRNY2RkhCtXrhCNRou2mc1mOjo66OzsLHL5RqOXGZ94i1Rysmh/h6Ob+vqPoijFUcGFGFWQas9NJaTT9nkI/bf0ISHE7P6fhY8nW+dvL3BQCPGdSo4rF2ykairRdDQvsJnnkVSEaDojuKkI8TM/RgwchdadsP7jM84j3mqC03WweRLp3pEZ22e8DyTddVwgrtPdyi7FhdVcphDDi78Dh/4S9vxLeOQ/VnILlgSRTjP4jW8w9fc/wv2xj+kpQOGQLrTBEGo4tPAAKbMJs9uji6zHgzmzZJ9LttJfqssJNaURC+uiGs0KbDBFKjFzrrBcoJNik3XL1WfF6dUfb5S4CiGITE4wOTRAYGiQ0PgY5brhmMwyvuYW/O2d1LW2VeUCBt16Pfvqa+y+89Ns2/FgyZZwJoeMpcONpd2FVMJ61zSN0dFRrly5QiQSKdomyzJdXV10dHRgztTVFkIlGDzB5OR7aFpexCWTTJ3vDrzeXUjSzK/Jb37zmwghkCSJb9wEgXnLgZtWSAv23YmeT3pICHFsEcbytBDiiYLXh4FnKxHThUbtqppKLB2bIbBZ4e37YxsICSSB9MS5mSc4/1MYPFZWiMthlswzxNWpOHH82cdwammcwoTz64MoK7RdlBACEY3qFm0oI7DhMGowqFu04dCCcm0BJEXB7PUUW7IeL2afVxfaZVwTOZVUiQWTRINJIlMJolNJzr43yMiVuS1XgGtnJhi+HKR7RwP3PLoOp9d6Q3JfU8kEU8NDBIYGmRwaIBUvV4JTwtPQiL+9k4bOLix2x5znLppP/dsfkx6NkrwWJj0583MiySYs7S4sXe6Sbl8hBGNjY/T19REOF7uqLRYL3d3dtLa25tJmVDXG5OS7BEMni1z0Fks9DQ0PYrO1FZ2jEovUsFqr46YWUkmSPgd8Bd3d+0e1buYtSZIP+JoQ4qsF6x4HviqEWDPX8Yud/pKde9x8Txt7H+vMCW0krVu64b/+eSKSIGo2E/nYHxJLL7C27zRhtpgteTey7MRpyTwqxS7mlRihLJJJPQI5GEQNhlCDU7roTgXRQsGFCa0k6VHHXh9mb0ZcvV7MPp8ussuwUpSqasSCKaLBBNFgkuiULrSluvCUihq2uxTdavVZcftt2F0Kbz5bXQu7ahBCEJ4cZ6L/OhMD14kFy6WYS3gam2jo6KK+owvFVtpSLTefqoaTJPvDpAYjM4o+SBLIzQ6sXR7M3pmlEYUQjIyMcPny5RlzqHa7nbVr11JfX5/zbMTjg4yNv0YyMVq0r8ezHb//I0z9w9WKo3sNq7U6loWQSpLUDTwGPEyx7yWAbt39cNr+ZYVUkiQP8G+Bx4H9wDOLNTcqSVIPcAlYI4Tozax7HHhaCDGn326p8khzTHPFprV0kWUbSUUIp8JFr6PpKEl1Zhm0+ZJ1J7sUF06LE5fiylm42XVO2bmsgqVKMX3eV0smcyKrBadQC0RWnQqWLGZRKSaXq1hgCxZpGUUbC00Qj6aITiWJBBKEAwmiUwkufzg257yrWTHx3o97IRMC8MR/e2BRc11joaAuqoPXCY2VdgFLkglvUzP1HV34OzqrqgssVI3UYITk1RBqZObfXq6zYl3tLTmPqmkaQ0ND9PX1kUgUz8PW1dWxdu3aXMNxITSmgkcJTL5flH8qKx7Sf+HFEmsEiTmjew2LtDqWVEgzVYe+BlwEXhFCXC6xz0PoIvtyVlDLRO0+CHwV3fp8GvjetKbeOxfJtbtbCHGk4PXzgE8I8fBcxy6lkFZSUrAcSTWZE9asuIaT4Zylm12vzValpgq3cjYdKCu0OZFV9Hnc7HPZtHTu0GpKOwohEPG47ioOBlGzy9RUTnwriTwuhcnlwlznQ66rw1xXp1uxdXWYXK5lMSeraYJYSBfW7BINpUq+38JAp+7tDTg8Ftx+Gy6/DbffhlJh0+5qScZjTA70M3btClMjw5QUVZMJf1sHjat6qGtprTgv+cCf/Sm9b7zHzt2fYMPWu2dsN3stWFd79fSZaX8vVVXp7+/nypUrRWkzkiTR1tZGd3d3LmUmnQ4xNvYa0Wj+KzV2bgLz6UYa1zxE/Wc3VTReg8pYMiHNiOhjlbpbMxG5u4QQP5QkSRNCmKZtnwCeI59LWjgICXhSCFH5ROA8yLh6LwO3ZS3UEvs8jm4t09PZetulY++A1Q0WJ8g2/ed3DZir9uiar72EKgRmSeLStz815/mqFV4hBLF0rChQqmj5+yeImCBmMs8ZcVwpdtmeE1mXZZrgZqzbxZq3rWUkslBVXVgDAbSpKdTsEphCDQXn1XhAUpScqBYJrde75K5iNa0RDSYJTyYIT8YJTyRKBjRNx+Gx4G6w46m3ceyVa5x5Z6DmbuBkPMb49auMXbtCaGy05D6KzU5jVzdN3T0zmqhPp3Au9f94+gWSV4OkhiIzfkeY3Rasqz3ITTPTrJLJJH19fQwMDBQVdpBlmZ6eHtra2pAkSQ+2ipxnbPx1NDU/1SArHhobPrbopQZvJZaFa7fqC5S2SP9ICPF7Zfb3Ak8JIb5S4fl9s20XQgTKHLcffX70SKnt09mzoUMc+m5BgQGTDFaXLqoWV15gLa7M+syi2OcU3Lm6YcwqjCWib6sV3jnJXCN9278g8vC/z7mRI6mIbt0WvI6moogy0ZbVYpftuCwu3Ipbf7S4c89dip4CNP2L60bUP64UoaqZudhCgQ3oIhucql5kJQmzx425zo9c78dcX4/s92Ouq1uygCch9KIS4ck4oYkE4Yk4sdDs0wnZeVdJgl/65p24/baa57UmopGcqIYnSqeru+rqaexeTWPXauQSbvZSP3C1eJpEX5BUf3hGTqrZpWBd40NunPm5DIfDXLx4kcnJ4hQYj8fDhg0bcu7edDrM2NirRdYpkoTPt5c63x1IKzBGYblxMwnp6lKu4Uq3F+z3KHoay6wUBhhljnsKfT63IhGFEkJaKSZzaYEteH7g+89y/LUDFTdFLuKbfhAqSGb4xgSwMFfwQilMBwonw3nBzT5++HdErh9EtO2sKvq4FGbJjMviwmPx5Cxb14O/BpoGZhPrTxyvaL72W+99i+fPP89j6x/j63d+vWhbNcJc6b7Z/byf/Xnq/9VvoAYmUSf1JT05iYjPXrN2BpKE2efTxdVfnxNZs9e7JOUVU0mVyGSC0ESc0EScSKC4Ddr0fFfJJOGqs+JtdOBtsuPwzN24uxqiwSlG+y4zeqWXZInoX5NZpqGrm5aetbj8s0cxZ9ESaZJXQiSvhxCq4PLRQwz3XqC5Zx1rH7gb29o6ZH9xsJMQgvHxcS5evFgUkCRJEh0dHXR3dyPLsh5cFT7L+PgbRakyNlsrjY2fmDXv1GBullxIJUn6jWqjaZdb0fqM+AaEEAcyr3dXIqh7tqwVh/7m30MyAokQqPMPQCk9MJMuuKXE1urOP063cFdIPmiOb/rRhErMJBP6nVN5kU1GikQ3nAojhODN629yevw0m+s3c1/H3H0e1/3F67QfOEn/vq1c/PWP5oKjspat26IvHqsHt8WNYlLY+dc7UYWKWTJz7FePFZ2vmvnUSvedbb9svWN1cpJ0IIA6GciJrBoMVjcfazbpFqvfj9zQiNzYgNzQgMlur/wcNUBNa7qojsUJjseITCVnfR+KVcbbZMfbaOf469dr5gYWmkZgZIjRvl4m+q+jaTPzR13+epp71tHQuaqiog9aUiV5Nchrf/wnSJiQJIk7P6/XmJbrbdjW+jB7igOdVFXl6tWrXL16FU3LxybYbDbWr19Pfb0u5ul0iNHRl4nFruf2MZmsNDQ8iMu1fl73wGB5COkEenDQfiHEqxUeowohzIUBRJlo3ceB3htZnF6SpH3oAU7PZVb5gSemW6ylmBFslE7kRTUZLvE8DMkQpGsXNQtkLNyMyFrdYHEXCK4LrB79ubx8IkKLqFD4NaERTUX5yP/8CJrQMEkm/uuD/5VQMkQ4GSaUCs2ISK5WdAEcsoM3r7/J4eHD3NdxH7+58zd1oc1YuSN/+K1Fs0irPWfL1/8taiBAemICdWKC9Pg46vhE1QJrcrt0YW1oQG7SH01u9w0LcEqnVELjcYLjcUJjMaLB8v8jhW7gX3vqHuxupSbjTCUTjF+9wlDvRaJTkzO2mxULzavX0LpuA1aHc87zvfK97zL0s9Ns3nwfPTuLnWRKswPbujpM9mJhjkQinD9/fkanmdbWVtasWYOiKAihEZg6zOTke1AQEOj2bKXefz8mk8zkjy5WlCpjRPfqLAchfRzYjS5Ge4CD6GkrB4QQx0p1bZEkSQOeAm4DVgNPoOeL9gI+QAghqvRnVk9mLnXmfwy8IIR4bK7j5x21m05mxHWawOaeZ5bUwooGzEC25EW20KItEmGXLszLmNncrgk1kRPWcCrML7/0y2hCQ0Lid/b8zoLnayVJwqW4csKaffRYPHisHhzy4tfwrcTKFckk6ckA6sQ46fGJ3KM2rUDAbEg2a4G4NiE3NWL2+W6IuCbjaYJjMaZGYkyNxnIF+2GmG9jqUPC1OKhrduCeo89oJQghCI2PMXzpAmPXryC04uh1STJR39FJ6/qNuP0Nc55Pi6dJ9E6RGggX/baRTBKWVR6s3Z6iSklCCIaHh7l48WJRL1Sr1cqGDRty1mk8PsjI6D+TTgUL9mmiqekRhn//w1yu72ypMtXkm97M7daWXEgzg1iNnjJyNJPu8jB6M+4eYFwIsW7a/hp6N5dXM69/VwjxxwXbPy+E+MEC38eiU42QzmuOUk1NE9tw3sItfJ2ucv6sDK+eHeFE/xQbupr5xK61urAWCm2hCCuOmkUoV00VruvpoqtqKpG0PlcbSoZySzAZ1J+nQjNaZFWDbJLxWrx4rV48Vg9eqzf32qXUJoVlIXO0WjyuW65jY/oyOkZ6fKzikoqSzYrS1ITc3Izc1IzS3ITJObd1thCEJohMJZkajTI1EiMcSJS1tmWLGV+zA1+zg+OvXuP0Al3AqUSckb7LDPdeKNkCzt3QSNu6Tfjb2uece1YjKRKXAqSGi+vxmqxmjp3cz8G3/r4oJiKZTHLhwgVGRorLg7a2trJ27VpkWUZVE4yPv0Y4nK98ZjLbsB7biPqeqaYWaSUNwFeq2C4LIS0YzIMU1MbNWHzPCCG+MG0/DV1oHxZCfK1g/U5012pPrasYLQbVCGnNo2YLyVq4hSKbCOlWbk5ww6DNnpLwn1+5gEAgIfF/PLRu1n2RTHlRzS2e4tcWNyxGYEuJYKpaoQmNcCpMMBEsEtjsYySl11Cdj8vYLJl1YS0Q16zYuhTXolSIqsh6VVXUyUmGvvUtQj99Gcftt+O8+25EorIfaCa3C6W5uUhcFzMlJ5VUCY7GmByKMjUaRU2V/hFQ6AL+yn97ANMsBSHm6mAkhGBycIDBC2eZGpnZc9fmctO+cQuNq7rnbEyeDiSIn5tALXBfv/eD7xNNhxiM9/Jbf/P9ov1HRkY4f/58kXVqs9nYvHkzXq8XIQTB0HHGx9/Mu3oliTrfHfh8t9fMg1CJSFYitsuRZSWkkLNOvQVznzO6thTMke4q7PIiSdIudIF9erEL1deCxbBIFy1VQwhIxaYJbqjIsv3JkYucuzrI9nYvD25sWvg1JSkTLJUV2WlCm12qdSUvYTBVSksRToZ54LkH9HlaTDx1/1MEE0GCyeC8q0aZJBMei4c6Wx0+qy/36LP6sMnVFWAvpJrPU6Hobjx5Ai0UIj06qi8jI6SGhxHxxNy9Y00ScmMjSmsbSlsrSkvLolmtmiYIjeuiOjkUJRXP/1gsdAH37GqkrtmJv82Jp9E+o+F5rqeuCX7rTx6c9ZqRwCQD588wdvVKcbNuwOpw0b5xM03dPZjM5T/XQghSgxESFwNoCTUX4dvUs5aNn3kQ2xofUkH94mQyyfnz5xkdzefCSpJEd3c3XV1dmEwm4vEBhkdeQk3nC+Y7nD00NX4ck+nGxEcYFmnBOWuR/jLdOp22bdao3Uze6JeFEP935vUu4NJyE9fFqGxUTUTooqBp+Tna7NztNMGt+fxtTmxLWLXZdeblVQS+1DytEIK4GmcqMcVUYopgMph7PpWcqry93jTssr1IXLOPbou7plbsXKIrhECbmuL83R/RPyeSROP//v9BpGdGuk7H7PWitLUit7aitLbqea41nhoQQhAJJJkcjjA5GCUeLv2jRraYqWt10tDhwlWnd0KayyItRSIaZejSeYYuXUBNFV/LYrPTtmEzzT1rZ430FWmNRF+Q5JVgUTqQyWrGtqFuRkGH4eFhzp8/X1QZyefzsWnTJmw2G+l0hJHRnxCP9efHYm2kpfnnkGV3Re/rVmTZCWkm+rYHPZdzH1XW2s1s/zy6e7dw3nRG0NJSsxhCupyKB8zGt979A56/8AMeW/VJvr7hVzJiG4JEMP88mf9lnJ1/3TZfa1exgy1j1dp8Bc8zjxbnzDnbZZYGFE/Hi8U1I7BTial5NRwwS2bdarX58Nv8ucVr9S5qI4GiqOH/79dRJyZIDY+QHhkmNTiIOqHH781muZocdpT2dpT2DpSO9poHMQkhiIVSjA+EmeiPkIiWTk2zuRQaOlzUd7ix2uf3Yy2dSjF08RwD58/O6J+q2Ox0bNpCc8/aWV2+WjRF7Nwk6bHiz4HSYMe20V8U3RuPxzl9+jRTU/lC/YqisHHjRhoaGhBCY2Libaam8i2dzbKD5uafw2Ztmdd7vNlZciGVJOnb6MJ5W+bxEnqZvV7gMHo6S0nX7iznfHB6Kk2pdUvNkhetX0Jmy7PMoak5Uf3kd17CISJ4TXH+4ksbisW2FgVATPJMcf3rz+hzRpIZ/r8jy86qLSSpJgkkAvoSDzCZmCQQ11+rYqbFN9scrUkyFQmr3+bHb/fjVm5MOosWj5MaHKT3kU/nLNe5mq+bXC6U9jYsHR0oHR2YPbUrMCCEIDqV1EV1IEIyViJWQJLwNNho6HBT1+KYV1UlNZ1iuPci/efOzGjxZnO66Ni8jcau7rJBSUII0sNR4ucni/qhSrKEbV0dSns+WE3TNK5cucKVK1eKguO6urpYvXo1JpOJYOgkY2Ov5eZNJclMY+PDuFy17cRzM7AchPQien3cZyqpPJQ5Zi4h/TdZt+5s65aaW1lIZ0tBmcGLv4N28C/42/RDnN/z74vniDW1YL62hFWbdSvPVkC/HBdehoGj0LYL1n1Mt1oLxdbmyzz36otiy4231pZsVferAE1ohJIhAokAk/FJphJTTCYm+f13fj8XGPaVHRVVzkQxKUXC2mBvoMHegNVceReUashZro89RsMTj5MaHCQ1MEh6aHBGm7rp1qvZ60Hp6MSyqgulsxNTjbri6O3XEoxdDzMxEC4ZqGRWTNS3u2ha5cHhKb5uJS5gTVUZuXyJ62dPkYwVR+g6PD46t27H39ZR9keNSGnELwVIXQ8V/caU/Tbsm+uLrNNAIMCZM2eIx/P3s66ujs2bN2OxWIjFrjM88mJRrd46/934vHuWRROE5cJyENIvCyG+l0l78WZW9xYEG5WyLucS0l3A99BzUiXgIfQC+ceqeSOLza0spFWx0Cjb7LxtIgjx4LTHKX2pRQqQYtMF9cXfIRd58r8dyriSvQuyaCuy4KvgW+99i+fOP8enV3+aX9n8K0zGJxmPjzMRn8hFFkNl0cUei4cGewP19noa7Y002BtwKs5F+6IVQqCOj5O6fp3k9X5S/f2M/r//r+6ZKGW9miSU1jYsq7qwdHVhbmioydhUVSMwFGXsWoipsXhJz4i73kbTKg91LQ5MZlNVQUlqOs3QpQv0nz01w+Xrrm+ke+fuWfNQ01MJ4qfHUcN5t7Qkm7Ct8xVZp6lUitOnTzMxkf/fslqtbN26FY/HQyoVYGj4H0gl8ynzHu8O6v33G2KaYcmFtOQJ9GChfZmXf1Qij3TOEoHZ7jKZl88XtlRbLhhCWiEVWnjztdoAXUgLxTUrttnn1Vi10y3ZLFZXxnr16Y92X/611TNrqs+C3luVxNNxJuOTTMQn+KUXfwkNrSrLFfQAp6y4NtgbaLI34bV6F+WLV2gaA//26wT/4R/01Js770CkyqdqmZzOnKgqq1bVxFpNxNKMXw8zdj1EPDxzPlW2mmnsdHPh0DBn3x2sKigpnUoxcO4MgxfOoqaLz93Y3cOqrTuw2B0ljxWqINEb0IORCr6WlQY7ts31mDKt6IQQ9PX1Fbl6TSYT69ato62tDVVNMDLyT0WlBZ2udTQ2fAzTErYvXC4sSyEtOlmJri4VCulzwKPo9TmeFkLMPsmyBBhCWltqbbUVoWl6BHKRJZt5Hgvor+fIs50VyaS7i+11Mxebb8nmZ7MC/ui6R/nXe/51zmodi40xHtOfz9p3tgCL2UKzo5kmR1NucSq1T2sRqkp6aIjk1askr1wlXZDyMQOzCUtnJ5bVPVi6uzG7FjYeIQTBsTgjV4IEhqMzurlIJom6FictPR5cddWlJaXica6fPcXQpfNF1ZLMskL7hs20rt9YNsI3HUgQPzWGGs1/Rk1WM/bN9cgN+TrJ4+PjnD59uiiqt6OjgzVr1gAao2MvEwlfyG2z2ztobv40JtPiuPdXCitBSL3TrckKXLt/BBzMVjfKRPHuKSzesBwwhLS23EirbQZC6O7j+FReWOOB/OtEaH7ztKBHE1vdJUTWr1u1Zr14QcXvv4ZzuKqmMpmYZDQ6ylhsTBfY+HjF+bBOxTlDXC3m2uYsquEIqWu6qI7/5V8SP368bA6r3NKMtacHS08Pcl3dgq6bjKcZvRpi9GqoZICSy2+jpcdLXbOjqrKEsVCQvuNHmRy4XrTe6nCxetdt+Ns6Sh4nVI3EpSkSV4qzAK2rPFjX+nJjiMVinDx5knBBOcj6+no2b96M2WxmfOINglMf5rZZrI20tnwWs7m0VXwrsJSNvbuFEH1VnThzTCXpL9NLBC7HsoGGkN5CaBokpsoLbUGqT9VkRHbn8e+gomGWTBx79DXdki3lLq50znmepRT/7R3/lmAyyFhsjNHYKKPRUUZjoxXlwUpI+G1+Wl2ttDhbaHW24rbULn8xl2dtMtHy+/+O9OhY2X3N/jqs69ZhXbduQaIqNEFgJMpwX5Dg6Mw0JatDobnHQ2OXG3NB9aS5ApMCw0P0HTtMNBgoWu9v72T1zj1YHTOF7cCf/ymXXn+XvTs+zZodd+Tfq8eCfWsDZqf+oyydTnP27NmiAg5Op5Nt27Zhs9kITB1icuJnuW0WSz0tLb+ALC9uucflypJapJIk/S76/GVfBft+Gd3KPFaBkJYqdJ8LWpqPiC8GhpAa5FBTGYENQGwyv0QndPdxBf9T35o4yPPhizzmWsvX/Xv1ik/2OnD4wVGfX974Dhz567kFsoogr7nc6kIIgskgI9ERRqIj/MWJv+Dg8MGKSiQ6FSetzlZ9cbXit/nnnec6Pc9anZoiefkyid7LpAYGytfgbWzQRXXtWsxeb8l9KiEylWC4N8j4wMwm3opVpqXHQ1O3B7NcWWCS0DSGey9y9dTxooAks6zQuWU7rWvXF6XL/KcvfQahachmK1/+3T8lVZB3Kskm7FvqUZp0ARZCcPnyZa5cuZLbx2KxsHXrVrxeL6HQKUbHXsndM0Xx0dr6uVuycMOSu3YzArkbPX/0CHr+KOhdXHqA29Gjeb9aUIN3LiH9duZ82f9+P7CGfBTv40KIhXWArgGGkNaOpWw8vuio6YzlOjlziU/Nz2VscRaLq7MenI16g4FsQNACivvPRVZ4TZKJ7z/y/ZzAjsfG5+yuk51r7XB30O5qp8HeUJMCElosRrKvj+TlyySvXi0bsCQ3N2Fbvx7r+vWYSlh9lZCMpxnuCzJ6JVTUmQb0ykktPR7OfTBccd/UVCLOlePHGOm7VLTe6fOz5rbbc83FD/z5n3L8wE/Yvu+TPPTrXyF5LUTiQqBI1K3dHqxr8q7eoaEhzp07l+tzajab2bJlC/X19YTD57j65vdJ9gdROty4t3bT2vL5ko3Cb+aWa0supAUDydbJrUcX0QDwAfDKPOZIs7mp5SYe9tX6Tc8HQ0hrx6IW9V/OaGqxyEbH80ui8pZnORSbLqjORnA25J8rtW3cXU54k2qS4egwQ5EhBiODDEeGSWmzN7y3mC18MPgB7w+9z8/1/Bx/+JE/XHB0sEgmSfT1kbhwgdTVq6XLGJokLKu6sW3aiKW7G2mW2rjlUNMao9dCDF2amjGPalZMNK/20tLjQVYqO3dwdIRLRz4gFsx/ZUqSifaNm+nYvLVkdSQ1mCR6fBSt4Pqy34Z9WwMmi75/IBDg5MmTucL3kiSxYcMGWltbufQfniXUdBAkDc9Dq5BlN62tn0dRii33alqurTSWjZBWdYG5hXRGoftp24uK3S8VhpDWjpvaIp0v6YTuGi4U1+i4Lrja3PVti7C6ZoqrszEX6LRY/Id3/wPPX3ieBzsf5BOrP8FQZKgozzXLdz/8bq7AxG/f9tu0udrocHfQ5e6a9xxrzg386KPUfekXSVy4QPLqVZjmks0Wg3Dedx+tf/AHyE2NVQu5pmqMXQ8zeHFqRjlC2WKmda2Ppu7iOdSy59JUBs6d4frpk2gFf2eHt461e+/EVeefcYxIqcROjhe5ek02M/btjchePSI3Go3y4YcfFhVv6OnpwX0kSeDkMeK3nca20aePWfHQ1vpokZt3sS3SpSx4f1MK6UrBENJbnKWq5atp+lxsochGRvVFnd36K0Iy6fOvrmZwt4CrSX9eQ+t1+txrdq51IDxAf7if/nA/kVRk1sIRfpufLncXnZ5OWp2tyBXmPZZqAKHF4yQuXSJx9pw+pwqM/cmfFBWDkBvqsW3ZgnXDBkzW6tJCNE0wMRBm4EJgRj6qxS7Tts5HQ6d7RveZUsTCIS4dfI/gWL4fqSSZ6Ni0hfZNW2ZYp0IIkpenSPRO5aaKJZOkz5u26EFEiUSC48ePF0X0dnR0sHbtWmKxqwwP/yMiU5JSUby0tj6KLLuqugfzZSlbsC0rIa20Hm4pIZ2rKP2tUrTeYAVRy+jZWoiyELqbODKWF9bIqC64c+XIFhah2PZYXlSzAmv1zGwKUAFzzb0KIQgkAvSH+7kevs5AeGDW6GDFpNDuaqfL00WXpwuPpXxN3rkaQKiBAPGz5xj9L/+Z2NFjM1JqJEXBun49tq1bUJqqa7QgNMH4QIT+c5MzLFSbS6Fjg5+6Vseclq8QgqGL57ly4hiamv8bOn1+1t/5Eezume8/NRYjdnIMUVD+0NrjxdqjF9RIpVKcPHmSQCCQ297W1sb69euJxa5kxFQ/VrH4aWv9/A1JjTEs0vxg/lQI8ZuZnqRPoQcZBdADkL49W7BRwbxoOfYJIfbOa2CLxK0opIYLtoBKxa8SwV3EZuVomu4OLhTXyKi+Lvu//sZT6LVPJLj/qzPPYXGAu00X1iN/BSd/uCiWuBCC8fg410PXuRa6Rn+4f9aCEQ32Bro93az2rqbBPr/SgUIIUv39xM+cIXnpUskgJbmlGfvWrVjXrq2qabmmCUavhhg4HyCVKD6vu95G15Z6nN65rd5YKMjFQ+8RGsuns5hlhdW79tC4avWM9/3qM88QPtRP19rtrN6l64PS7MC+pR7JbEJVVc6cOVOUHtPS0sKGDRuIxS4zPPJSLghOzzP9HGbz/PviLneWm5A+hB7BuwZ4udCClCTpN4QQf5Z5XkpIn0MX3PEyp//icggwKuRWFNKVFhS0LIT/Rlmk1ZJOQHhEX17/Nlx6RbdI1z48+3FZ0ZUkePT/B542cLfqIlvjOdeUmqI/3M/V0FWuha4xlShfKdSluFjtXc1q72pana2Yq20YD2iJBIlz54idPIk6PvMHjcluw7Z1G/ZtW6tqVq6mNYYvBxm8FCgulC9JDF+e4tqZiTmje4WmMXjxHFdOHCuqjNTQuYqe3bcjF5RK/E9f+gySkOhybWLfF38zt97steDY0YTJakbTNM6dO8fQ0FBue1NTE5s2bSIavcDI6E9zP7Ss1mZaWz9XUYPwlRjdu6yEtOgkehTvQ8ABdIH8ohDie5ltJedIM5ZsDzAxPZhorgCkpeBWFNJlIUxVsNKEf8nRVH3ONTSUEdlhCA9BuqDSUblaxJJJD2byduQX2/xzNksxlZjiavAqV0JX6A/1l2wxB3ok8GrPatbWraXD1VG1qAohSA8MEDt5isSli6BqRR1q3A89iHXDBuw7diDX11d83nRSpf9CgJG+fCPvgy/15X6XfOW/f3TO+dNIYJLz771NLJSvcGR1uFh/50dw1+tF8HNpMg99ko/c80WS10K5fU12GceuJsxOBSEE58+fZyAzXwzQ2NjI5s2biUTOMjq6P7fe7lhFS/PPIUmz38uVGN27bIUUcoXnH0f3GT1TaR5pZp+HMscdyh633LgVhXSlsdKEf1kihO4GDg5AaFB/DA/PHTl84WUYPAo9D8JHv64Lq7Nx1uL+1ZBUk1wLXePy1GX6gn1lyxpazVZ6vD2srVtLu6u96pxVLRolfuYMV37lfynZocayqgv7rl0oHeVbo00nFk5y7fQEgeEoV06OM3I1RFOXm413tbJqaz2ehtkDvtR0isvHjjBy+WJunWQy0b1jNy1r1s8YR/JaiPi5iZwn32Qx49jViNljRQjBhQsX6O/vz+3f0NDAli1bCIczPU0zuN2baGh4eNb3aVikmXMuREgzdXJ3AfvL9Q+tJmpXkqSdwB50QT0274EtAoaQGtyyaKpusYYGIDioC2x0vLiyUKl5V9kCnnbwdkLdKt0lXKW1WCqASdVUBiIDuqhO9RFOlc7Btct21vjWsM63jhZnS1VzqoPf/AMCzz6Lfc9tOPfePmO73NKMY88ePSe1wvMGRqJcOz1BLFT8I6Ch003nZj+KZfZ7M379KhcPvY+ayh/f2LWantv2YpaL3eyp0SixE2MIVf8bSbKEY3sjcr0dIQSXLl3i2rVruf2zbt7A1PsEJj/Irff59uD3f6Si97dSWFZCKknSvwGy9XD3AY+WqkBUqZBKkvQ54Cvo7t4/ys6xLhcMITUwKCCd0K3Vqev6cvB70H9kpgu4ELMCvq7MskqPFJ7DYq2knOFobJSLkxe5GLhYVlQ9Fg8b/BvY4N8wa/RvqfOnBweJHTtGovfyjLKEcmODLqhr1lQkqEITDPcFuX5uEi2dn/uULWY6N/lp6HTNep54JMz5d98mPJkPL3F469hw1z0zonrTgQTRYyO5iF5JAvvWBpQWJ0IIent7uXr1am7/bADS+PirhEKncuvrGx7A69kx53tbKSy5kBa4YCXAV1hYPjPn+dB0AZxNSCVJ8gD/Ft0lvB/dJbys5kaz3LZnjzhsCKmBQWk0DSIjGWG9pj/OVa1JtuqiWtetL476GWk3lZYzzO73yOpH+MTqT3ApcIloOlpy3zZXGxv9G1njXYNSRcCUGggQPXqU+JkzoBZHF5v9dTj27MW6fl1FgpqMpblyapzJweKCFZ4GO6t3NGB1lB+Xpqr0Hj1U5Oo1ywrr7vgI/rb24jGHk0SPjqLF9ShiSQLbRj+WDndJN297eztr165hZORFotHLZA9qbnoEp3PNnO9rJbDkQjptMFlRBT1g6FiZAvSlonYfBL6Kbn0+DXyvsLSgJEk7l5trt3P9VvG1Z36EyyrjsMi4rGYcFhmnVcZllXFazbltFrk280IGxRhzoCuIbJ7r1DUIXIXJK/rr2bB5wd+jL3WrdKGtkOmWqyY0BiODXJy8yIXAhZJzqopJocfXw5b6LTQ7mit20arhMLGjR4mfOjUjfUZubMBxxx0Vu3yz86aF+acm2UTXZj+NXe5ZzzHce5HLRw8VVESSWLV9F23rNxYdp8XTRI+OoBYUjbBtqMPa5UEIwblz5xgcHMxt6+zsZPXqToaGf0Tgw9OkroewttfR89BXsFob53xPs7Ec5lSXm5Dmeo9mAo32oLt4DwK9WSEsI6QTwHPkc0kLByEBTy6HQvWFdK7fKv71f6+sRoRFNmXEVRdcZ+a505IXXKdVRqmghJhBnlpG5RqivATEJvOiGrgyu8UqmfSAJX8P1K/RA5dmEZXZLNe0lqZvqo+zk2e5FrxWstB+g72BLQ1bWO9bX7GVqkWjxI4dI3b8BCJVXIhBaWvFeeedKO3tZY7Oo6Y1Bs4HGOydKnIdexrtrN4+u3Uanhjn3Ltvk4jm72XT6rX07N5TVA1JpFQiR0ZQg/kfFLb1dVhXedA0jbNnzzI8PJzbtmbNGtrbGzn99P+FquhWs//jW2lr++KC2q8thyjfZSek6K7cwvzRLwshvpfZtrpcGzVJkv5ICPF7s5z3KSHEV+Y1sEWia/028dv/vbYtUq2KKSOuxYKrW7aG4E6nluK3WKkylYyxmvdxUwp+No92x5dg76/DZJ++pEtH4gJ6H9eGdfriW1V10FKWSCrC+cnznBk/QyARmLHdYrawvm49W+q3UG+vLNVFi8eJHT1K7MMPZ1iolu5VOO+8E7lxbksuPBmn99gY8XD+PpgVE12b62edO03F45x9982iAg6exmY23HUPijVfWEGkNKLHRkgH8i3cbGt8WHu8aJrG6dOni4o2bNq0CdP71xkceh65y4Z9gx+rrYXWls9hMs0vh9iwSEsdrOePPoXeBg3gcCVzpJIkrRZCXJ7lvLNuXwr27Nkj3vzZe0QSKpFEmkgynXseTqSJJtOEM69Vbf73tBRWJWPhZizaQsHVLV2zIbhVslgCVYlAVyPiiyH4Sy7OpSo7aSoE+2GiV19Cw+WPly3gXwMN63VrtQoXcBYhBMPRYU6Nn+Li5MWSOartrnZ2NO5glWdVRW5aLRIheugQsVOniudQJQnb5s0477xjzlZuqqrRf26Sod4gV06M5VJldn1sFd3b68t2ltFUlUuH32f0Sv5r0+Zys+meB4qCkERaI3pslPRkvjSjtceLbY0PVVU5fvx4rpygJEls374dmy3I0PA/5Kxll2sDjY0fX3DXntlYzBKCy05IcyfR50t7S4lfoZAWzn1mAo0ezxy3rOrqlqLSqF0hBPGURjiRLim4+robIbh50XVnhdembzNXUETboJhKxWclWKRLXriikspOiRBMXIYD/x4uvVo+Gthk1i3UxvXQsEEvb1gl8XScsxNnOTV+qmQ1JZ/Vx47GHaz3r0epwBJTp6aIfPABiXPni1y1ksWCY+9e7Du2z9nGLTQR56+//rNcaOfeT3VjdSj07GrE7S9dvk8IQf+501w9cSy3TrZY2XTvA7j9DUWFG+7a/TnS43kxta3zYe32kkqlOHr0KJGI7s41m83s3LkTIXoZH38jt39d3V3U1c1MC6oVi1nUftkK6awXyAhpJud0N7AaeAI91aUXvZ+pEEL8ZvmzLD21Tn+ZLri6VVssuNl1tRRcSQJHxoJ1WWXcGXF12fTXWSvXKpsW9RfnSmPJxaeGLLlFWg2F1usvPQdj58sHLUkmPfq3aZNurSrl68WWmlMVQtAf7ufk+EkuT11m+nejTbaxpX4L2xq24VDmFuz0+DiRd94heeVq0Xqz14vznnuwrJ49IOn1vz3L6bcHaOxys2prxs0sSbSv99G21pdr5j2d8evXuPDBz3KF701mmQ1338tf/vZXEJqGZDLx23/zY6LHR0kXtGKzb/Rj6XQTj8c5evRorgWbxWJh165dRKPvEQyeyI2jpfkzOBzdc96H+XBLWqSzXiAvpLmyf5Ik/a4Q4o8L9vl8YSrNcmSp8khLCW5p13JtBbc4YCqz2PS5XJdVwWWTcSjmilpE3QysKPG5mZhuvQqhF+EfO68v5VzAJrMeqNS0CerX6e7gAubKTw0lQ5wYPcHpidMzIn7NkplN9ZvY1bSrov6pyb4+wm+/gzo5WbTe0t2N6/77MHtmz2udGIhw+fhoUd1ed72dNbsbsdhKt5kLjY9x5u3XSSf1+VBJMjF27SoXPniH7fs+yb5/9ZsIVSN6tNjNa99cj6XdRSQS4ejRo7nm4E6nk507tzM2/k/EY3q6jMlso73tSyhK5Xm5y4EVL6ToXV2+VrBtJ+AHepZbAYbpLPeCDEIIYilVF9WEWiS4obguuuFEimhSnZ5TPm9MkpRzHxeLbfFrY+7WYNGIBWDsAoyegan+0vuYZWjcCC3bdDewJFWcn5pUk5yZOMPx0eOEkqGibSbJxIa6Dexu3k30j/7zrG3chKoSP3GCyAcHEYl8sI+kyDhuvx37jh2zunsTsTS9R0cIFbhjFZvM2tuayrp6o8Epzrz1elFE76rtu2nfsCk/rrRG9Gg+AEmSwLalAUurk0AgwIcffoiWKZrv9/vZtKmHwaFnUdO669dibaSt9QuYKuwbuxxY0UKaeb6rsEB9JlhpH/D0cq2xm2W5C2mlqJrIWLNpwvE0oUT+ebjA4k2ptftc2BQzbptcsCg5t7I7Y90a87bLjxVjhWet1p2/DLt+GUbO6IX4S2HzQPNWXVQd/oovoQmNy1OXOTJyhNHoaNE2SZK4/0v/DUnTihqLlzxPLEbkvfeInzpdNH8qN9TjeuABlNbWsscKTTBwIUD/hUDuWMkk0bW5nqbu0jmnyViU02+9TnQqbw13bNpG55Ztuf1FSiNyZDiXGiNJYN/ZhNJgZ2hoiDNnzuSP7eigs9PJ4OAPcn1M3e4tNDbuKzvu5caKF9KVzM0ipJUghCCR1jKWbF5gw/FCC1d3J9eC7LxtkcBmBNedsXCdFvmWcSMvF1bMvHCpKODohC6oI6f15uel8Hbogtq0eYbrt5zFKoTgWugah4cPMxjJFzFY9xev037gJNFH7mHDt/7jnC7f1NAQ4ddeIz1W3EnStm0rrrvvRrKUb2EWGInSe3SUdMH/X32Hi+5tDZhLFINJJ5OcfecNgmMjuXXtG7bQtW1HTky1pEr0yDBqSHflSmYJ523NmL1Went7uXLlSu7Y9evX43KPMT72OrFzE6Suh2hsfpj2z3xy1ve8XLjphFSSpAeFEK8u6gBqxK0kpJWSVjXdZZycadEWWru1mLvNupE9Nt2CzQqs26bgsct4bAq2MqkBBvNjxVmkpaKAhdC71wydgOFTkIrNPF626oLatktvDUdlNX4HIgMcHj7M9dD1om0mycTWhq3sbto9a1CSUFViHx4n+sH7RfmnZq8H14MPYekoX8whEU1x8fAIkYKcUIfXyvq9zVjsM92sajrNuXffIjCUb6HWum4j3Tt258U0kSZycBgtlglSsphw7GnB5JA5depULsc0mxaTTh9k4Mc/1dcJMxt/7atYLQ1lx7wYzCcv9WYU0t9Y7nOjWQwhnR9CCCJJVRfWeIpQQrdos6+z4luLj6FFNuGxK3hsurBmBdZj1y1bu2I2IpFvZTQVxi/qojp+CYQ2cx9fJ7Tt5lu9P+D5Cz+Ycw4VYCgyxMGhg1wLXStar5gUdjTuYGfTTizm8hamGgoRfuNNkpeLswft27fhvOuustappmq8+CfHuXp6gqZMZK9ilVm3txlX3czcWk1VOffe20wO5IW/uWcdPbv35v4v1EiK6KEhtKR+b0x2GefeFjSz4NixY4RC+jyxoijs3r2D66/9GdGBaygdbjzb1tLe9sWKGoLXivlUSroZhfTL2Qbgyx1DSBcPVRM5QQ3FUxmRTWdEV39dCzeyYpYyQqsLa/a5x65btk7LyhbaFWNBLgcSYd1CHTymu4GnY3FA605ovw2sropO2R/u572B9xiOFkcS22U7d7TewUb/xrL9UYUQJM6fJ/zmm4h43so0ez249+1DaWsredyf/Nar+u+BTK4pgMkssXpnI/VtM8etaSoX3n+X8et5V21zz1p6dt+e++ynpxJEDw/nWrCZPRactzWTSCc5fPgwyaQ+l+rxeNi8uYuh4ecQmm7F3uj5UsMi5cZbpJIk+dCLQASANQBCiK9WcqwhpEtLWtUyQptddGs2GE8RiqcJxlILDpCSTRJum4zXoeC15xdP5tEqL2/X8YqZ01xOCKGXJxw4qkf/TrdSTWZo3gIde8HVVMHpBJeDl/lg8AMm4sUC3WBv4CPtH6HdVd5lq4YjhF97jWRfX36lJOHYswfH7XuRprWde+P75zj1Vj/r9jZT3+YqmjdtX19H23rfjB+HQtO4ePA9Rq/mLeDWtRvo3nlbbt/UaJTYh6M5T5HSaMe+vZGp4BTHjh3L5di2tbXR2pZibDTftKup6RO4XBvmvFdLhSGkCx/LU4XCKUnSYfSI4WfmOtYQ0uVNNv0nK6rBeIpgTBfaYGZdMl3ClVcFDot5hsD6MqLrsspLbs0aFukCSYRg8EMYOKY/n45/tS6o/p5ZC+iDHuV7YfIC7w2+RySVb5WmByWdwvnYL7Dqm/+h5LFCCBJnzxJ+6+2iVBmlrRX3ww+XzTuNh1OcPzhEvKDLS0Onm+7tDTMC9YSmcfHQe0UlBacHICX7w8RO54OhrKs82NbXce3aNS5ezLdw27BhA2b5QyJhvQKRyWShvf2XUBTvrPdoqbgZhfSGunYlSbqEXhD/mczr5wGEEI/NdawhpCufeEotEtjpohtPzd99LJuknOXqtSt4HQp1Dgt1Dt19bEQcLyPmKlGoaXqxh+sflM5NdTbAqruhcdOcjclTWopjI8c4OnKUtJbmgV/6b0iaQJgkIq/+FbuadiGXycFUQyFC+w+QKugXKlmtuD/6ANZ160oek06qXDwyQnA0H1TlbXKw9ramGRG9QtM4//7Pity8nVu2c+7dt/VSgvs+yT33/SKJvnxmon1zPUqbk9OnTzMyokcBm0wmdu7cwlTwH0mn9H2tthbaWh9DKuPKXkpuOiG90UiS1COE6C14fRh4VgjxnbmONYT05ieRVnMiG4imCMZSTBUs840+NpskvBnrtc5hKXpcDpZsrVgxFnGpdJlyTF2Hax/owjr9u9Lhh667dNfvHN1oQskQ7w++j/iPz9B+4CT9+7Zy4dcfwGv1cn/H/XS4O0oeJzSN2OHDRD74AAo+f7YtW3Dddy+SPFOENU3Qd3yMsWt5q9pVZ2Pd7c0oFvO0fVXOvVscgPTeD55FiEwpwb/7MbHjo6RGdGGWJHDsbgaPzJEjR3I1ee12O1u3tjMy+qOce3yx6/HOl1tCSKcXbVgsJEnajd5Q/LZK9jeE9NZGCEEokWYqqotqVmQDmcfYPIOhLLIJrz1vvfocFuqc+uuVls6zYuZoKymaP53YJFw/rAcnqcW9R7F5oetOaNmuV1GahaHIEG/1vzWjqMP6uvXc3XZ32XSZ1OAgoZdfRg3mxVFuasLzyU+UdPXqBewnGbgQyA/TZWHDHc0z+ptqqsrZd94gMKznxfYeOcRI36V8KcG0RuTQMGooU7BBMeG6vYU4KQ4fPkw6rQcaNTU10dYWYXLyXf3Ekon2ti9itc49t3wjuSmFNNMF5gvAoUz/0hl9Tms8Hl/meo8BXxVCHKnkOENIDWYj6zbOCm0gmmIymiQQ1YOi5oPbJlPnsOB3Wah3WvA7LdQ7rdgty1NgV4xFuhCSUeg/BNcPQTpRvM3qhu57dEGdxeWrCY1TY6d4f+j9ojq+VrOVu9vuZqN/Y0kvhZZIEH7tdRIXLuTWSTYrno9/HEtXV8lrDV8OcuXUeM6aVmwyG+9qwe4qTlFR02nOvPVarmiDJJnYeM/91LXo0cJaPE3kgyG0hP6D0exScO5tYWR8lNOnT+fOs2HDegRvk4jrlaUslnra2n6xpiUEF1rQ/mYV0j8CxoG9wC7gBWBcCPF/V3h+32zbhRCBWY6dNdhIkqTH0aN86erquq2wuoeBQaUk0ipT0RST0RSBaDL3OBFNkkhVHwDlsJipcxaLq99lWTHpOzeF4Kbi0H8Yrh+cWeTBUQ+r79Xr+87y94ikIrzT/w4XAxeL1nd5utj+V+8TeeHvZ9TuFUIQP3GC8Ftv5V29koTzjtux79lT8u8/PhCm9+goIrO/YpXZcGcLDk+xmKaTSU6+fiBXTtAsK2y+/0Hcfr3IQnoqQfTQcP48LU7sW+s5d+4cg4O6NWs2m9m+fQ2TgR/lUmK8vtuo998z6+2shoW2WLtZhTTXFSb7mjK9TUsc+yi6AM9KNlJXkiRfobBmhPJpIcSc3z6GRWpQa7KdfSajyZz1OhlNMhnRxbbaOVmbYqbBZaHBbaXRZaXBZaXeZVl2TQNWhAu4UvdvOgkDR/nW4f/I88GzPOZay9f9ma8kdwv03A91q2cV1KvBq7x5/U2CyXxQTzYoqVzt3tTgIMGf/DNaJB8RbOlZjefhh0sWcAiOxTh/cBgtE7kuW8xsuLMFp7e4cEMyFuXEqy+TiOrnVaw2tj74MewuveTh9Ehe24Y65HYnhw8fzs2Xulwu1q41Mzn5lr6TJNHW+ig2W+lc2GoxLNL8ugvAAeB5wHcjGntLkrQP2A/UZcXUEFKD5YqmCaZiKcYjSSYiSSYiCcYjushWky8rSeCzKzS4dWFtcOki67EvXZDTirBIqwlIoqCkIBLHur5UvLGuG9Y+NGseakpL8f7g+xwfPQ7ka/cGP3kX2/7ov+BUnDOO0SIRgj99uSiqV25swPPII5jdM2v9hibinP9gKNeOzayY2HBH64wqSNHgFCdf259rwWZzutj24MdRbHqXmdjpcZL9ekcZSQLHnmbicprDhw/nOsW0tbXh8ZwiFtOrPSmKl/b2X7qhVY/KcTMJ6R8BB4GH0bu/1AHfBg4IIY4t0jh8wNem5ZEa6S8GKwohBMF4Oi+uYV1oxyPJqvJkLbKJRreVJreVZo+NJreVOofFSNPJUmVAUq7I/dpf4OvN9+qBSVrB3Lgk6ZWSVt8LlpmimKU/3M9rV18rsk5tso0HOx+k29s9Y3+haUTe+RmxY8dy60wOB55PP4LS3Dxj//BkgnPvDxaJ6frbW2a0YguOjXL6zVdzzcHd9Y1suf8hTGYzQhVEDg3lusWYrGacd7QyODbE+fN5V+uWLT1Eoy+hafp+Xu9u6uvvLfvebxQ3jZCW2Gc1uqA+jD5PekAI8ZuLMJbdmesEMCobGdxEZAV2LJxgLJRgLJxkLJxgMpqsuI6xRTbR6LLS6LHS7LbR5LHiN8R1fsSDcOUdGDxeXC1JtuoBSe23lU2ZSakp3h18l5NjxS7dbQ3buKvtrpJ5p7FTpwi//npu3lSSzbgeegjb+vUz9o1MJfjJd08w3BekqctNz65GNt7ZitNXbJlODFzn7DtvAvo5G7tWs/b2u5AkCS2WJvLBYK4mr1xnxb6riVOnTzE2pnfbsVqtbNrkZHLydf2EkpSJ4p0p8DeSlSqkmhCiqkkaSZJWVzJHeiMxhNRgJZJSNSYiSUZDCV1kMwJbabqOYpZozFitbT47LV4b7pso93XRCY/CpVf41sXneD58MT+H6vDDuof1KklluB66zitXXymqjFRvq+fh7ofx22b2Uk1e7yf4k5eKavU6774L++7dM/5e02v0yhYzG+9qnRGANHD+DH0f5hMburbuoGOT7o5Pj8eIHh3J/VCz9ngxdTo4ePBgrh5vU1MTfv9ZYjE9T9VibaS97YtI0tJFnq9IIb1ZMITU4GZBCL1JwEgowUgwwUgozkgwUXGajssq0+K10eq10eK10eyxLbuApmWFEOz8HztRhTZzDrV5M6x5qGxh/Fg6xuvXXufyVN6ukE0y97Tfwyb/phkCqQYCTP3Ti6iT+Ube9h3bcd57b9G+2Rq9Tas8dG3WRVm2mtl0d2tRaowQgkuHP2DkckFJwLvuo76jE4BEb4D4pSkgM196WzOT6RAnT+at6Q0bOkgkfooQ+o83v/8j+Hw11bGqMIR0CTGE1OBmJ5xIMxKMM1yluJok3Wpt9dpo9dnoqHPgstYub/BmIDeH2nYfX7eu0qN9s8hW6HlA74dawtIXQnBq/BTv9L+DKvKehI3+jWz4yzcJPvdCUZqMlkgQfOknpK7nqxVZ163Dve+hGZWQIoEEZ9/Lz5kqNplNd7dic+aLNmiayuk3XyM4qne1MZlltn70YVx1foQmiB4ZIT0Z17fZ9PnSc5fOMzSk55IqisKGDWZCoQ8AkCQzHR2/gqL45nk3F8YNF1JJkn4qhPh4LS84X5Z6LIaQGtyKRBJphoJxhqfiDEzFGQ7GKwpq8jkU2n122uvsdPgc84oSXhHRvfMhEYZLr8Dw6eL1njbY8Mmy0b3jsXH2X9lf1FWmXJqMSKcJHThA4kLeklQ6O/B86lOYpqXHhCbinHt/KJcaY3UobPpIKxZbXnRTiTgnXn2ZeDiU2cfJ9n2fQLHa0OJpwu8NIrJi3GRH2VzHoUOHiMd1gbX1JXFF3sO0RsO+wY/d3kFLy+eWZIpgKYR0XAhRX8sLzpelHoshpAYGelrOeCTJ0FScwakYQ8E44+HknMe5bTIddXbafQ466uz4HMqcX6IrIt90IUz0wvmX9fKDWUxmWPURvYZviepIKS3Fm9fe5NzkOSCfJqN87hHW/Yc/LtpXaBqRt94idvxEbp3c2Ij35z+DyW4v2jc4FuP8B0NomdQqh9fKxrtakAvKVEaDU5x45aeoab1EYv/Z01w7fYLt+z7J/Z/5F0SP5cse2jf6CTtTfPjhh/r5X7lKl2xBaj+E5yG9ClNj08dxuzZWfdsWiiGkhpAaGCw74imVoak4A1Mx+idjDE3FSc9RTMJtk+nyO+iqd9Dld+CwzHQF37QWaSFqCq6+C1ffA60gAMzdAhs/Da7GGYdkXb1v97+NlokIlpDY27KX25pvK/qBIoTQi96/+15unbnej+/nfx6TszgNJzAc5UJB5SJPg531tzdjKpj/1iN53wDg3R/8TxACyWTiX3//H4idmyB5VbdYJZOE844WLg300d/fT/zsBFp/jI23S0hb9ahes+ygs+NXMZmKo4UXm6UQ0gngo8BSh+hJ6LV4lyzUyxBSA4PKSKsaw6EE/ZMx+gNRBgJzu4Mb3Va6/A5W1Tto89lXVvDSfIrgTycyBmf/CYKD+XUmM3TfC513lLROhyJD/LTvp8X9TuvW8dHOj85IkYmdOkX4tddzNXfNdXV4P/vzmF3FQU6j10JcLrAs/W0u1uxuLBLnqyc/5PqZk/QeOcTw5YtsvPs+Hvnff1fPLz04lCtub/ZYsO5q4OChgyQyfVWbm+txuj5ATetj9np3UV9/3zxu2PxZCiF9Hlg23VmFEB9bqmsbQmpgMD80TTAaTnB9Msb1ySjXJ2OzCqtskmivs7O6wUlPgwvvtG4ly44qqyCVRdPg2vvQ91axdepth02fAbtvxiHRVJT9V/bTH85XN2p2NPPJ1Z+c0Ukmfu48oQP7c7mmZq8X7y98dkYVpIELAa6fzb+P5h4vXZv9OTEVmsaZt1/PdYsxKxa27/sEdpcbNZwk8v5Qzqq19ngJe9OcOJF3L69f7ySRyHeI6Wj/EhZLQ5U3a/4YUbtLiCGkBga1QdMEQ8E4VyeiXB2PMjgVR5vle6jeZWF1g5PueidtPjvm5VYgohYWaSHhUd06DQ3l18kWWP9JPV1mGqqm8nb/25waP5Vb51JcfKrnUzTYiwUqcfEiwZ/+NC+mHjfez34WszdvLwkhuHJynJGCht5dW+pp6cnvk0rEOX7gn3M1eR3eOrY/9HFMZjOJvinimfZtkgTO21s4e+1irhG41Wqlq6ufZHIAAJutndbWz9+wwCNDSJcQQ0gNDBaHRFqlfzLGlYko1yaiswYvWRUT3fVO1jS66G5wYJWXZ0u5BaNp+txp39vFlZFat8Pah3VhLUAIwfGx4/ys/2eITCUixaTwse6PscqzqmjfRO9lgv/8E1AzZQI9bryf+1yRZSo0wcUjI0wOZtzGksT6vc34mvNWbnhinJOv7UfLWM8ta9fTs2uvnhJzeJh0QHfnml0Kyk4/Bw8fIpXSA5Xa2twolndz762p6RO4XBsWetcqwhDSJcQQUgODG0MwnuLyaIS+8QhXx6NlA5dkk0RXvYO1TS7WNLpWXCP0iggOwOkfQyyQX+fww+af1wOSpnEleIX9V/bn+pxKksSDnQ+ywV8sUskrVwi+9BIinekv6vXqYurKByBpqsbZd4cIZ3JEzYqJTXe3FVU/Grp4nt6jB3OvN9x9H/XtnWjRFOH3BxHpjIt3lYdJd5yzZ8/mxrV2bYJkUn99IwOPDCFdQgwhNTC48aRUjWsTUS6PRbg8FiEUL10g4vVzI5zon+ITW1r4v7+wo2QU8IolnYDzP4XhvOsWkwzrPwatO2bsPh4b56XLLxFKhnLr7mq7i52NO4vcp8krV5h68cW8Zeqvw/cLv4DJkbc6k/E0p98eIBnT77vVobD53jaUTHN5IQTn3n2LiX69y4tssbLj4U9idThJXg8RO6PPtUoS2G9r5tSVs0xmqi55PA4aGo6jqlEAfL69+P13L/h2zYUhpEuIIaQGBkuLEIKxcJJLo2EujoQZDeVryv6XVy4g0MP7/8996+mqt7Oh2cPaJhcWeQVFAM/G0AldUNVUfl3rDlj3MTBPq1iUivBPl/6J8Xi+d+iOxh3c3XZ3kZgmensJ/uQnuTlTubEB72c/i8mW7wYTmUpw5meDuYIN7nobG+5oyaXFpJIJju//SW6+1NPQxJb7HwJJInpslPSY3vj8wvH3eOPos9TtvovVu3Qd6+42I8RRQK941Nn5L5DlmS3gaokhpEuIIaQGBsuLQDTJxZEwF0bCfP+Dq5y4PsW2Di8f3ZCvDKSYJdY0utjQ4mZVvXP5BSrNQa604PrH+PqdX4foBJz6oR6QlMXdAlt+YUZUb0JN8FLvSwxG8ik16+rW8WDng5gLOs/Ez58n9PL+XGqM3NLM8eQWTr0zxJZ727n/SxuYHIpw4dBIbp/GLjerd+RzXIOjI5x8/QDZTjGdm7fRuWU7WixN+L0BRFrw3g++z3DsCkNykL2/8huAXj6wq6uPdFoX/HPnInzwQYo9e/bwyCOP1Ow+FrIYQnqT/FQzMDC41fA5LOzp9vOl27v4m9+4gx/81t38yh3FgTUpVXB2KMSPjw3wvbd6efXsMMPBOEtiQLz4O3qqzIu/U/Ehz59/HlWoPH/+eX2Fww+7fhWat+R3Cg3B4b/UKyUVYDVb+bk1P0ePN99h5sLkBfZf2Y9akF5jW78e90MP5l6nh4Y59fYgQoNTb+lpNXUtTjo31uX2Gb0aYvRq3nXsaWyic8u23Otrp08SGh/DZJexrvEB0NyzjiZ7F7ftvQ9bxuJNpVKEw/m/2dDQQRQlwkozWgwhNTAwWPF4bAq7u+r4wt5Ofv2e1dyzroEGV3Fkayyp8uG1Kf7u/av87ftXOXYtQDxVWTu5mnDoL/V800N/WfEhj61/DLNk5rH1j+VXyhbY9HO6S1fKfIWn4nD8eb2heAGySeZj3R9ja0O+MlTvVC//3PfPpAsaj9s2bcJ1f74wQo9vEkkSbLmnPbeuZY2X+o58AYcrJ8eIBPLu9Y6NW/A0ZnuNCi588C5qOo2lw43stbJ61x7u+vwvcedtP8+aNWtyx42MqJhM+nXa2trw+wfYs+e2iu/RcuCGu3YlSeoGfABCiGM39OILwHDtGhisLITQC0GcGwpxbihUMlBJNkmsa3axpc1LR519cXMZa51vCjB1HU79vV4IP0v7bbB2X1E1JCEE7w68y7HRY7l1He4OPrn6kyimfMGLyHvvET2Y/55z7N2D8847c6/VtMaZdwaIBvWoYItdZst97bngo3gkzIcvv5Srx9u6dgOrd+3RCzW8N5jrXWrbUMfZyctMTOjBSG63CX99vgl6U/OncDnX1eAGzWTFzpFKkuQFvgfsA8bRYwL86A71A8CXhRDB8mdYegwhNTBYuQghuD4Z49RAkIsjIVLqzO89n0Nhe4ePLW2elZVKkwjByR8Ulxf0r4bNnwUlHzQ0+M0/YPLZZ+nft4ULv/4AAK3OVh7peQSLWbfehRCEX32V+OkzueNcD9yPfVvebRuPpDj1Vn+u9Zq30c7621uQMvPPw5cvcelQvrbv5vsewtfcQvxSgERvpnepbMK008vh40fRNP08nV1BTFIfALLiobPjVxelAfhKniP9MrpY+oUQ64QQazPP64HfAx6/QeMwMDC4BZEkiU6/g09sbaE/EOO/vnqB93rHi/YJRFO8eX6UP3/7Mq+eHWY8nChztiVgtvlVqxt2/jI0FXRSmbgMR/66qLNM4LnnkDSN9gP5NJrByCAv9r5IStMtSEmScH30o1i6u3P7hN94k0Rvfv7V5lTo2ZkPNJoajdF/Pn+dpu4e6lrzLuFLh94jnUxi7fZizvQ5FWkN0/UkHR0duf1Ghn1Iki7o6VSQYCjfFm65c6OE9KgQYqrUBiHEZeDoDRrHLcmRI0fKbnvhhRc4cOAA3/nOd2ZdN18OHDjAE088wYEDBxZ8rkqZbfxHjhxBkiTWrFnDmjVreOKJJwD46le/CsAzzzxzw8a51MznPq30zwbA//jH19EEHOqb5Jfv6GJnpw+ron8VXr9wioOvvsRf/+2z/PW7V/jB4ev81z//G15+eX9N3vO8mWt+1azoFmj3Pfl10XE48j8gpDfk9n3hC2A2U/fFL3J3Wz5fczAyyD9fzs+ZSiYTno9/DLk5E/0sBKGX95MezUcK17U4aVvny70euDjF1Kie5iJJEmv23IFs0YsrJKIRLn94GMksYdvozx2TGorQ7m7GkumPmkhoJJJdue2BwAdo2twt+pYDN0pIdy1wu8E8OXDgAF/+8pdLbssK7L59+/D5fBw5cqTkuoVw5MgRnn76afbt21f1sfP5gp1r/BMTEwghuHTpEs8//3yRgK5Zs4aenp4Z51zpBAKBGevmc59W0mej1HvOHqe++V3MksQv3dFFk8fGRzc28eV7e9i3qZmjLz/Pjvs+wfjQNa5fOMXP3j/I4b4J+p1rCQsLHxxcoumdPf9SL4q/51+W30eSYPW9etWjbPeXZASO/Q1M9tH6jd9n06mTtH7j99nZtLNITK+FrvFy38u5aF7JYsH76U9j9noAEKkUUy++iBbJd5ppX1+HpzHT11QIeo+Okkrox1tsdnp2783tO9rXy+RgP7LfhtKSL/iQvhRkVVc+andk2AHo7mg1HSUYPF79vVoCbpSQ/kCSpEOSJP1UkqRnM8tPM8tB9HlSg0Vg3759+P3+ktueffZZfD4fAD09PRw4cKDkunL09vbyne98hxdeeKHsPpcuXaK3t7fs9lK88MILfOc732HPnuqnMeYaf+GXdm9vb044n3/+eS5dujSvL/XlzoEDB2YIy3zu00r6bJR6z6C/r6097Vz69qeKepwqZhPn3tvPx+/awaO3dfD4//bbdK7fwtE3XsLu8hCIphjFx1N//jwfXJ4oivb9dz86yZqvvcS/+9EiuiIf+Y96Z5lKgpSaN8OOL4KcKbeXTsLx52DkTNFuO5t2srclL3Z9wT4OXD2Q63FqcjjwfPrTSBmLUQuFmXrpJUQ6a7lK9OxsRLbq85ipRJreY6O51KKGzlU0dHXnzt975CBqOoVtXR2SrM+nquEUDaobZ6Y3qqpCJJJ3CwcCh1DVeKV3acm4IUIqhLicmdz9PeA5dOF8Bvg9IcTelRS9ezMRCASKRHZ8fLzkuulkvySPHDnCk08+yaOPPlry/EeOHOHhhx/OWX1zkXUZ7t69myeffDL3pV0NlYw/e61CsThy5EjNXJYrgfncp5X+2ZiLgwcPMjExwWjfWc789G/49XtW45aSeOvy+ZOTkxO8c3GMP3/7Mm+eHyWcSPN3719FFYK/e/9qzcc0b3xdsOtXwJpJV9FUvWbvtPSYPc172NWUdwheClzitauv5cRQ9vvxfOLjurWLnmMaeuXV3HaLTS6eLx2JMnw5Hze6esdtRS7eqyePY7LJWHt8uX2Sl6dY3dmdez025kDTdKtU0xJMTRWPeTlyQwtSCr0W1E05H/r/7D+/aOf+7YfXL9q5q+WJJ57gscce48knn5x1v0AgwIEDB3jyySd5+umnCQQC9Pb2MjExwZ49e2Z8ET7xxBM88cQTc563Vuzfv79ISLPX3b9//wyRXSg/e/5va3au6dz92C8v2rlh5n2ajZvhs1FfX8/u3bs5cOAAL//Tj2nx2vjszjaU5kauncxHkCbTGoevTPLhtQD3b2jkjXOj/NIdXbOceQlwNcGu/0W3RqPjelWiCy+DmoRVdwH6fOadrXeS1tKcGNN7hp6bPIddsedcv5ZVq3Ddew/hN98CIHH+PHK9H8eePbzx/XOcequfVVvqaezSS/tdOzOB22/D6bOi2Gx079jNxYN6/9HBC+do6FyFq7Oe1EAYNZxCpAWOUQm/359Jh5GYmmqlru4yAFPBY3g8O5FlJ8uVZVHZWZKkB4UQry71OFYipYJjenp6Kvry8/l8uTyuQCBAfX09QMl1WQqDQ2a7xjPPPJPb7vP5OHToEPv372fv3r309vaye/fusuedvq3UuaeTfc/l3tN0Cuf3su7HRx99lPr6+qrdjcuR3t7e3P08fPgwvb29OYF6/PHH53Wf5jpmqT8bc73nuVizZk3O4u7p6eHgwYP4fD7CwSn23V7HpXYb0rpO6l2WXKu3tCbY1u5lV6eP7Z0+Iok0Tuuy+FrVsft0y/TE83onGYDe10FL64FJkoQkSdzTfg9pLc2ZCd39e2zkGE7FyY5GvSi+bft20hMTxE/qEb+R995Hbmri1Fv9CA2unBqne3sDkUAi14Jt633tmGUTjatWM3a1L9MIXHDp0Ptsf/gT2Db4iRzWA6HSw1FWbe5gcnISIQRTUy7cbgeyHEVoaQJTB2mof+DG3rsqWC5/8YcBQ0jnQSVfENMJBAL4fD6++MUv5kpx9fb25r7cSq3Lsnv3bnbv3k1vby/PPPMMfr+/rPsuO/+YFbmvfvWrvPDCCxw+PNNVkz1v1oX36KOPlg38me09l3tP2fecXV9o9fT09OSudenSpVyE6kqmp6cnd59eeOGF3I+MLPO5T+WOybLUn4253nM5su953759uR9Vvb297N27l56entx77uu7zC9/7tPs2rWK3rEIH1yeYGhKn79La4IjVyY5cT3A9g4fe7rrlk8HGosDdnwJTr4Ak1f0dX1v62La80BOTO/vvJ+4GufylG4JvtP/Dg7Zwbq6dXpazH33oU5MkhoYACEI/vSnbL7jTk6/P8qWe9tZs7spl1+aiKS4dmaC7m0NSJJEz+7bOfbyi2hqmmgwwMDZM3Rs3orS4iA1pHd/kfuTtLS0MDg4iCRJDL2r4E5ewdLhRtp4Ap/3tkUvaD9fbshfWpKkl4GHgECpzYAX+NqNGMtisZzcr4W88MILHDp0iBdeeCH3pfbQQw9x+PBhdu/ezaFDhzhw4AA+ny/3a7/Uuulkv7QCgUDRubM8/vjjPPfccwB87Wtf45lnnuHw4cMcOXKEZ555pqybbt++fbkvtAMHDlT9Q6Hce8q+5yyFc327d+/OffGvWbNmTou4Whbb/Tof5nufVvJnA2b/f+jp6cHn8xV5KKD0/8OaRhc9DU4uj0V4r3eC4aAuqClVcPjKJCf6p9jb7WdXlw/FvPihKDOK209HtsC2x+DkD/M1ea++p8+drtU7tZgkE/tW7eMfL/0jQ5EhAF65+gp22U6HuwPJbMbziY8z+exzaJEIIp5gh+cM9/+XzyHJupSs2lpP71E9TWakL0hdiwNvowOby0XX1u30fah7OK6dOUF9Zxe2tXWkR2IITaBOJWlvbmLYNIymaUxeAHuzC+l6CLHBTyBwiIaGjy76vZwPN6xEoCRJXxZCfK/Mtt8VQvzxDRnIPDEqGy2MrMvN7/fj8/luyjST5Uo11tlSsBifjRv5noUQ9I5FeK93nJFgcREHt03mzp56Nrd6MC1i55mdf70TVaiYJTPHfvVY+R3VNJz+EYxdyK/r2KOXFMwEFMXTcf7+4t8zGdeLLFjMFj679rM02BsASA0OEvjhD3Ot12xbNuN+UC96L4Tg4qERJof0NBmLXWbrfe3IFjNC0zjx6suEJ/UgtbqWNjbe8wCJiwESfXqAkskmM9Qc4Xp/P/GzE5jHB2nfPYJ9Yz2SZKKz89cWbJWu2BKBAJIkPSSEeKXMtl0i25RumWIIqc5C5mQNbm5u9c+GEIJLo2F+dmk8N4eapcFt5d61DXQ3LE7AzJwWaSHZCN7Rc/l1XXfm3LwAoWSIH174IZGULoguxcWj6x/Foeg5oLHjxwm/8WbucNeDH8W+Re9Ik0qonHjjOulMTml9h4s1u/TiDuGJcY6/8lOy7dY23H0f/uZ2wu8MoCX1/U2rnBwdOo2qqgghaG29iNWqF3vweHcseK50RQvpSscQUgMDg0rQNMGpgSDv9o4RSRR3l+lpdHL/+kZ8DkuZo28QmgZnfgwjZ/PrVt/L4F+9SuC55/B94QsoT/4WP7r4I5Kq/qOgxdnCZ9Z8BtkkI4QgtH8/iXN6toIkm/F94QvI2YDFwQgXDw3nTr32tmb8bfqPiEuHP2C4V7eIrQ4XOz/+COpQjNiZicy5JEbbU1zt19OJrNYpmpv7kCQp0/z715DlfBeaalkxtXYzBRe659jnc5n9PrcYYzAwMDColloUVzCZJLZ1ePm1u1dzZ089Fjn/Nds7GuGv373Czy6OkVK1Wgx5voOETZ+BhoIOK5ffIvDss6CqBJ57jgZ7Aw+vehgJ3Uodigzx+rXXEUIgSRLuBx7AXK/PoYu0SvCf/xmR0mv2+ludNHTkXbB9J8ZyVY+6tu0oyC0N03/2FEqbC7MrW4dX0JRwoyj663jcQzyu7y+EytTUwipqLQaLNQv+nBCir9xGSZIeQg8u+iPgdkmSHiy3r4GBgcGNopbFFSyyibvW1PMv7u5ma7s36zVF1QTvX57gr37Wx4Xh0MKbjM+jYTgAJrNen9e/OrfKd89aMJn0urzAKs8q7m7PlxI8P3meIyO6kEkWC55PfAJJ0QON1IlJwm+9ndu3a6sfi13flk6qXD2tz40qFiurtu3M7dd/7jTxaBjrunzhCzEco6OxTb+OJDEx0ZiruBQMnUBV9UjfyR9d5PrX3mLyRxere+81ZtHCySRJ+jeSJF2UJOlgCavzceCrQoijQojfA2obJmlgYGAwD37pjq5cHd5a4bLKPLy5mV/c20WLN9/WLBRP80/HB/n7o/1MxVLzv8A8GobnMMuw9fPg6wSg9Ut3sum//wqtX8lHWm9v2M7m+s251+8Pvk9vQI/8lf1+nPfem9sWP3WKxAXdbSsrZrq3NeS2jV8PExjWBbBp9Rpcft0NLDSNvqOHMPutyPX6/REC6mMOrFbdEk2l/MRjmVZvWppAxiqNvD8IIvO4hCyWkPrR01qeQLc6f1GSpJ0F23cDhVnvlxdpHLc8S90JZbl1f4HS7+9W7P4Cs3cGOnLkCC+88EJRvdyV3v3lmWee4ZlnnilbmtB9/iWeui1K58jPcutq9Z5bvDZ+cW8nD29uxm7JV0m6Mh7lf7zbx5Grk2jaPKzTSgraz4ZZ0VNjPG35dWf/CSb7AN0ivLf9Xtpc+e2vXH0lF9Vr27wZ67q1uW2h115HDepRuL5mB/Xt+fnMvhNjqGlNzy3dtRcybuPJoQECQ4PY1vpy+2qjCTrqW3NjCASaclZpKHgcVY3jvKMVJPTHJWTRLFIhxB8LIV4RQvxACPEFoHBy1z/N9WtEPC0Cy6ETynLr/gKl39+t1v0FZu8MBPD000/z6KOP0tvbu+I6A5V6z9nSj48//nhRFaTp53z00UdzBfVr/Z4lSWJru5dfu7ubnZ2+nLs3pQreODfKs4euMRqqsg9qNQXtyyFbYfsXwJmxIDVVbxaeacFmNpn5ePfH8Vj0bjApLcU/9/0zSTWZ62Fq9uhzoiKRIPTyy4hMw+6uLfXImR8OyVia6+d0AXb562nuyQvwlRNHMbkUlOZ8d5i6kC1nlSaT9cRiuqtY01IEg8ep++xaOr59L3WfzZ9nKVgsIS0ljIuXRGVQksXuhLLUHT5KUUmHklLv71br/gKzdwZ64YUXWLNmDaDXId69e/eK7/5SKJ49PT0zrr1///7c/8CaNWuq7oZUDTbFzEc3NvHFvZ00uPIRvENTcf7u/av87NIY6nys04Wg2HUxzRa6Tyfh+LMQCwBgl+18YvUnMEu6KE7GJ3ntml7g3mS14v74xyGTK5saHCKW+dGhWM3///bOPDiu67rT322gsS+NfSVAAgTBRVwEkaJsRpJlgYodO7Flk9REWWo8GZEzqcxMKpMhK6PyuJJUSiVNpWomM8kUmcySlGPJBG0pdmzLIiVZu8UF3MUdJEFsxNoAGt3o9c4f9/UCsBvdQHeju8n7VaGAt9/T76HPu+eee340bQg+Z3dvTmGbUAUsmjZsIitbJRU5pia523Od3NbgC4ZvwkV9aQ2gXkImrZXBsdKpM/h8cYTEE0iyKhuVCSFeAk6gwry7gQMQSDQSQohiKeW0sX9rktqxfLz7UvLO/dTSij7Fo4Ti/x2uykxPTw9HjhyhpaVlwULioQofXV1dUdt77Ngxuru72bVrV8TSctGIxeZw9kWzOR4mj95O6PlCKd3ZHH2nJXDixAkgqIqzf//+mNVf0vXZCK2E1N3dzXPPPTdne0VFxZxawrGqIcVDXWk+z29v5sStcY7fHMfrk/ik5NOecW6OzvClDbVUFOUm9JoLklcKm56D098Fj1PpmZ77vip+n1NAZX4lX1jxBd7uVSUBblhvcLbgLFuqt2CuraVw+3ZmPvklADPHj5PT3Ex2VRUVDUWM9dmU+LeU3Do3yvrHGzDn5dGwbgO9588A0HvxHJVNKzHXFeEasAFQbsujPycHl8uFy1WNwz5EYSF4vQ5stkuUlGxavs8nAknpkRpVisaBV1BO9BWU8/xPKBHvVcB/FUJ8UQjxv4CjyWiHJjaOHj06pwLM/v376ezsZGxs7J438H379tHT07OgRBYEFT527dqF1WrFarUGvpTD9Y727dtHeXk5+/fvT3p4NZx9C9n8oOJXQgEW7Fn6yZRnw+/E55c49Id0QTnMSIX8E02WSfBYSwW/tb2JBkt+YP3wlJPvfdrL6d6J+DN7F0NRtUpA8ouD28fh4usq3Au0l7fzUGVQy/WTwU/ot/UDkN/RQXat6kHi9TF97BjS40EIQfPGSkxGuUT7lCsgt1bftpbcAtUL9ric9F2+SG5rKcLo3copD/XFqqCDECYmpyoDn8fkZDdSpnAakUHSau0aznR+2b9A9SIhxMuoZKQjqdIjFUIclFJmdIXy5VZCSbXCR7w2h7PvQVR/iUYkJZT7Qf3F38OeT0tLC88991zg/6GlpYWxsbGY/ocSQUVRLru3NtLda+Xj66N4fBKPT/KLKyPcHJ1h5/oaivPMSbv+HMqaYd2vq3KCUoK1F67+HNq/DEKwo34HI/YR7trvIqXk6K2j7GnfQ4G5gOLOTqzf/z7S7cEzOob9+HEKP/958grNNLSXcceYBtN/dYKKhkJy8rJp3riZq59+BMDgtcvUtrSR01iEs1cFLcttefSbzbjdblzOWmbsQxQV5uB2TzJjv0FRYVskS5aFpBatF0KUAJ1ACypL96g/nCulvIkS+k4JhiNPXNdnieHXeFluJZRUK3zEa3Mk+5Kp/pKs8OtCJFsJJVPVX0KL4vuHNPw2d3d3c/LkSfbu3RtItIpmc6IRQvBIcxnNFQW8eWEokHh0e8zOd3/ZyzMbamitWnpVn0VRvRYcTyrZNYDBsyoZacWjgeSjrqtdODwO7B47b/e+zVdbvkp2WRmFn/tcQL/U3n2anFWrMNfVUbOqhNE70zimXfg8Pu58Nk5rRzUVK5opunYF2/go0uej98IZVnd8DteADemRMOOjvqqK2xMDCJHN9FQ5hQXTxrjpKQoLViNE6tJwkjmP9AXgFvCfgWeM31YhxB8n65qxIoS4/1Izw+B/ew+n8BHKfIWPw4cPB5JNoil8hH7hhuJX+Dh06NAchY+urq4Fp5h0dnayf//+gBJIom0OZ1+sNt9vhCqh+PF/TuGUUCJ9tvNJ12fj2LFjHDhwgNbWVsrKgpP/Q5+N8vJyjhw5EniZitXmRFNZlMu/2LaCbSvLA4k3s24vPzozwHtXR5YvEanpMagNhnG58Q6MquIHRTlFdDYFXyzuTN/h7MhZQOmXmlc0qg1SMn30GNLtxmQSND8U7NWP9duYGnUghGDl5uBnO3rnNjO2CXJWBKsjldsLyDZUZpzOBuyOWePvu8zO9ifW7kWSlFq7QohvAi3hFF2McdIbUsofJvzCMSKE2IvqIR+QUu6M5Rhdazc+tPpL6tDqL5lN34SdNy8MMT3rCayrLc3j1zbWUZofX6g3pmL3Xg+cfRUm+9Rylhk6fleNpQIfD3zMmeEzAJiEiW+0fYPqgmq809NMfO9VpEvV6s3veJiiHTsAuH5qmHEjmSi/OIcNTzRgMgmufPIBY32qqlRpdS3rPvcFbB/1q14pMFLp4I5VFV/Iy7tKdY0DgSC/oJm62q/HZHPGFK1fSDLN2J4y2TQhRCdwEjWvVTvSRfKgK3xoIqOfjeQx6/by84tD9IzMBNblmk08s76W1dVLD/XGLL/mmoFTfw+zk2o53wKP/Esw5+P1eXn9+usM24cBKM0tZfea3eRk5eC4eBHbO++qY4TAsmc35upqXA4P537Rh88TnGta21KKfWqSs2/9NJBAtOHJp8mdzA3IrHkLBOc9N/H5fEhpo6b2M/LzVDWkxsbfIScn/HSuUJLhSJM1RhotR3wiSdeNBYuU0prKeHomsxQxZc2DgX42kkeeOYvf2FxPd6+VD6+N4pMSp9vHj88OsH1VOZ9rrVjSGOHuNbsDPdIFySmEjbug+x/A61ZzSy/9M2zcRZYpi53NO+m62oXL62LSOcn7fe/T2dxJ3vr1OK9ew93XB1Jie+ddLHt2k5OfTcOaYOJR35UJyusLKSgppWplC8M3Vfj49vmzbNjxNK4700ivJMsuqbaUM2QbRYgiZmxF5OepnvrU1NmUCX8ns0TgQpRF2R4zQgjLQj/z9t0lpYyexx/cf68Q4qQQ4uTIyEiimqzRaDSLxp+ItGdbI8V5wT7QpzfH+dHZAZwe7wJHh+fFx17kzO+eia5hCiqUu/arweWx63BblVIszS3lycYnA5uuTlzl2sQ1VfXoC08islURB8/ICI4zZwCoWVVCfrEqRuHz+Og3Kh6tWP8QwqRck218FOvYIDkhSjJVruDfNlsVTpfT+PsSXu8iq0IliGQ50ptCiJeEEHOkzIUQJca80XtT85aAEGIXSkUm4o+RnetPMLIu5vxSykNSyq1Syq1VVVWJaLJGo9HERV1pPr/9WDPNFcFSej0jM7x2/A7jM64FjkwA1WthxaPB5VsfwJiae9tW1kZ7eXtg0/t97zPjniG7rIyCR4PH2D/9FK/Viskk5lQ8Grljwz7lIregkNrWNYH1dy6cw7yiMDCv1GwXVORbjK2V2KbVep/PzbRt6fJ38ZCsggxvo5zlbSHENUMB5hqqOP0pKeU7CbrOESnlgWg/xu4dQIvRy9yLmsPqX9aZLxqNJmPIM2fx9S0NbF0ZDO6Nz7h49XgvN0dnFjhyiYRKtbU8BRZDHUdKuPSjQBnBxxsep8isxmydXmeghGD+li1kV6k6vtLjZfpdpWtaWlVAaXVB4Fy9n40hpaRx7YZA6UD7lJXx4X7MjcGx4BqXqvkrhMBmq8btUaUCp6bOpaRAQzKL1h+RUpYD/wY4ZPxukVL+XbKuGUN7Dvl/UNWUrMZy5s/Aj0CqlVDSUf3FT+j2RKqaZArRlFD8tXJDn4NMV3/xE6n94exL12fDZBI83lbFlzfWkm301lweH/90pp+zd6yJvVioVJvJBOu/FqzJ654NVD7Kycrhi01BeeneqV4ujV9CZGVR9NQX8c/lcff14bx6FYAV68oD66dGHEwOOzDn5VHXtjZwnjsX5/ZK85zZlOao60tZz7Qx39bjnsJuX/6v86Q5Uj+GAszfGr8nAeZJqi07Ro90N6pHun/+WOr9QjoooaSj+ov/3KH1ZGM5JlNJVyWU5VZ/CT3Wf+/ntwfm2pcJz8ba2hKe27YiMG4qJbxzeZj3r44krrTgfKm23CLY8KwSBweYHoIelZ3bWNzIxsqNgUM/6v+ISeck5ppq8jdvDqyf+fAjfC4XBSU5VDcFRwHvXBpH+iT1a9aSnaPqDM/O2Bi724e5rjCwX420ACBENrbpCrxGCcPJqTOJsXkRJN2RRiA1ZYAMjF7oTillmZTyFSmlNZXtSRbJVkJJtcJHOJai1pEshY90IRVKKKl+NiLV7V2IcPYl69n49hsXaP2Tn/LtNxIzplddksfz2+cKh5+6PcFPzg/i9iYg1BlOqq20UYV5/dw5ERgvfaz+MUpzSwElufZO7ztIKSnY/iimQuUMfXY79k+PA1C/xkKWWbkjx7SL4d5psnNyqF8T7JX2X76IuakoUKCi0G6mIFvZ6/M1YbOpkPasox+nc3mTQ+Oa/iKEeBg1J3NRh3Ef6o/+zZm/Sdq5f3/L7y/puGQpoaSzwkesNnd2dnLw4MGYj4mHd999N6HnC+Wpp5aW7p8sJZR0fjb81w2996GEsy9Zz8b3Pu3FKyXf+7SXP//6Q9EPiIGCnGx2PdLImxeGuD6sih1cu2vDNtvHb2yppyAnCbMdG7cqAfAxNV2Fy/8MW/8V5txinm56mtevvY5EMjgzyGdjn7GhcgOFO3Yw/dZbADjOnSVv/TpyKiqoW22h75J65vqvTFDZUETt6nYGrl7G43Iya5tmfLSfoqpi3MN2hBBUU8otZhEiH5uthJJiiRCCqakzVFXFVCIgIcTbI+0B3pZSZi3ixwT8IAFt1ySAxSqhZIrCx0L4HYQmsUoomfBspMu9f357E1lC8Pz2poSe15xl4isb63i4yRJYNzg5S9fJPqZmk6DdKQSs/bXgeKnLruaXSkltYS0P1zwc2PWTwU+wuWzkrmnD3NCgVvoktvfeR0pJ7aoScvKVs/e4vAz1TJJtNlPXFswE7rt0kZymYNKRxZFPtqGP6nY1YnfYAbDNXF3WqTBxvaJIKSeFEEup8B0+u0GzaJZbCSXVCh/x2uzvkYQSq0pOJpEKJZRUPxvRbA5370OJ9Bwk49n4868/lLCe6HxMJsEX2qspzTfz3tURpFQZvYdP3OGbHY2UFeZEP8liyClUSjFnX1MDtBO3oPcTaP48W2u2csN6g0nnJC6vi/f73ufLq75M0ZNPMPHaa+CTuPv7cV69Rl77GhrXltFzWoVlB3smqV5VQp3RK/W6XczappiYvktBWT6eiVlMwkSVqZRB7zhQhs1morAApM+DzXaJ0tItibU1AnH39Q0Vl6Qfk+4sNfwaL8uthJJqhY94be7p6Qm8HPgTaCIdkyiWGn6Nh1QooaT62Yhmc7h739HREbA50nOwnOovieThpjKKcrP52YUhvD7J9KyHwyfv8OzDDVSX5EU/wWIoWwlNnwsUaODmB1C2iuySOp5a8RRvXH8DgFtTt+iZ7KG1opX8zVtwnFbKmjMffUTOqpVU1BcxeH0yoA4zeM1K04YK6tvaufPZeQD6Ll3goYefwjOhitZXOAsZyhoHIXDYa3C6RsjNyWVq+jwlJZuXRRUmVclGmmUgmUoo6arwEc1m/xjb+Ph4IIyYKoWPVJJMJZR0fTbC3fv5Ns+3L9OfjbaaYr62pR5zlnImdpeXrlN99Fsdib/Yyseh1AjZSp8aL/V6qC+qZ0PFhsBuH/R9wKxnloJHtwUTj2ZmcHR3I0yChnb1PF4/3kXXn3+Ltw7+NbVt7YF5pY6pSayzI2QVqeUczJQJf7i3Adu0ss3tGmd2diDxdoYhKUXr70d00fr40OovqSPdlVC0+kvyGbA6eONMP063yuA1Zwm+tqWBFeUFUY5cJPZxOPl/VD1eUFWQVj+N0+vktcuvMeNWmbXrytfxVNNTzF6+zPRRdf9FdhZlv/3bmIqK+OzDAd78638L0ocQJv7otR/Re+EsfZdUlnNBiYX1G5/AcVGF3WfkLFeyB1QqqzhHY4OXrKwsioraqa7+0pwmZoz6y/2IdqQKrfChiYR+NtKbkWknr5/uY8ap5lsmzZn2d8PVn6u/hYAtz4OliR5rD2/eejOw27Orn6W2sBbr4S48w0o5Jrd9DSXPPMPkiIOf/NVfMXjtI+radvCNA39EltlL909/hNeoYtT+uSfJuQm+WS9SSq5kDWA3OZFyEovlLBaLBSFMNDX9HllZQRu1I00h2pFqNJpMZ2LGxQ+6+wLapklxplLCucMwbiQq5pXCtt+D7FzevPkmPZNqfUVeBbvbd+PpH2Ty9dcDh1v27MZcU8PlTwaZGlVh2vL6IlY/Us2ts90MXL0EQEllNW0rH2X2uhWAcaa5la0SlbKyPqGhoQAhBOXlO7BYgn4zGY5Uj5FqNBrNA0JZYQ67Hgmqx7i9kn8608+dcXviLiIEtH8ZslVVImYn4YYqr76jYQfZJnXtsdkxLoxeIKexgZyWVYHDZz78yKi3G1JHeEAVtK9rW4sQym1NjQ7jzHMGygZaZCHZXrXN42nA4VBOeHr6QuIqPEVAO1KNRqN5gLAU5PDNjiQ707wSaHsmuDxwBsZvUpxTzNaaYGfw+NBx7G47hZ//PBgO0T0wgKunh6KyPCy1wZ7ywDUruQUFVDavDK67eRlzrUpYMgkTFfhLDdZjs6msXrd7EoejN3G2hUE7Uo1Go3nAKCtUzrQoN+hMf3R2gLtTs4m7SM0GqAoWU+Dqm+B1s7lqc6B8oMvr4pOBT8guKyN/06bArjMffYz0emloC+mVDs7gmHbRsGZdcF1/H96yYG+z0lMEXokQ2TgclQFVmGnbxcTZFQbtSO9zUq2Eko7qL5mk8LEcpOpzSpX6y/zC87HauZTPI52fNX+Y1+9MXR4fr5/uZ8yWoIpAQqheqT/E67DCrQ/IMmXxRMMTgd2uTFxh0DZIwbZtiDy1r3dyktnPPqPQkoulJiizNnDdSkGphbI6Y5oNkruDN8guU/Nic7NyKfblG7s3Y5tWpRLtMzfwepMw5cdAO9L7mHRQQlluhY9o7c9UhY94SFcllFSovxw7dowXXnhhThsgup1L+Twy4VkrK8zhGx0N5JlVmT2Hy8vrp/uZdCSonGBuEax+Orh85zhMD7GiZAUtluA0p/f73ofcHAoeCYZ97cdPIF0u6tssgXVj/TPM2tw0tK8PrBu+1YOoMQeWK91FICVCFGObyUZKiZQ+bLYribEpDNqR3sckWwklHRU+orV/ORU+0oVUKKGk47MByoGFFqGP1c6lfB6Z8qxVFOXy7MMN5GQrdzA96+GH3X3MOD0xHT/4p3/GpQ0PMfinfxZ+h9pNUNas/pYSLv8EfF521M9NPLo0fon8jQ9hKlLFFXx2O47z5ykqy5sj/j1wzUpxZRVF5YZQuM/HyPhtTEadXou5mGynGm/1ehqw29XY77Tts8V9MIsgCXIADyYj/+N/Ju3cVf/uD5Z0XLKUUNJZ4SNa+5dT4cNPT89/T+j5Qmlp+Q9LPjYZSijp/GyEI1Y7l/J5LPaYb79xge992svz25uSVoc3ErWlefzG5nr++J3vcGnmLdoLnsF8+g/YvbWR3OysiMf9xS//gq+99ipZEqyHD1P3nf9y705CwJovwYn/DT4P2Iah7wTFTY/RUd3B8SElpXZ88DhtljYKtm3DZigm2bu7yXvoIerbLEwOK4c4NmCjfo2Fhvb1XPnkfQCGbl6nelMzrhvTCCGo8BVzl2mggWnbDQoLC3E5R3A6hxP7wRnoHukDzmLVMDJB4UMTG4lWQtHPRnyESqulghXlBVy2v4XExxX7W4xMO/np+UG8vshTR7qudnH0YYFXgGXPnsgnLyiHVY8Hl29+AI4JNldvpsiseqAOj4Pu4W7y1q0lq7SUUwO1HD7Vwjt/8ynF5XmUVBljnz7VKy1vaCSvSGXpet0urO5RhFEKsdJUinT5EMLMrMOCy+0Cktcr1T3SDGe5lVDSXeEjWvuXU+EjlaRCCSXdn4147Vzs57HYz/D57U2BHmmq2LNmD4evHmZNvpq6cmvUzjuXh+lcVx22+PvuNbv5e7qw//vdvPjYiwufvPFRuHtR9Uh9Hrj+NuaNu9het523e98G4OzwWdZXrKdg+3Z6Pr6DRHD1ipsvzsxQ32ZhakQlDI3122hoL6NudTs3z6hCOUO3rtLe+BjugRlys3Mo9eQzhRNowjZ9kfLy8qSNk2pHmiCWGn6Nl+VWQkl3hY9oNqdC4SOe8OvSr7n8Sijp/myEYzF2xrpuqZ9hMqXVYuXFx17kxcde5JMbY/yyR4WdL/RPYikws21lecT9Y8JkUiHe7n9Qy6PXYPQ6ayrWcG70HCP2EbzSy6eDn9K5ppPV9Ve5PpBPS9kE9lOnKHniCYor8pgem0X6JHd7Jqlf00LvhbN4PW4cU5PM5jrwB6IrvSVM+YZBVDIz46OsTOLzJnB6T6hpSTmrJi1IphJKuip8xKJ4M397pit8LIVkKqGk67MBysGePHky0K5Y7VzM53E/PGuPtZSzrq4ksPzhtVGuDE3Hf+LSBqjbHFy+fhRhJB75uTZxjWH7ME/+zgZ2b7jEI/VDOC5cwDs9TV2rJbDfcO80SBPVK4MvVXcHrpNVovRWS3OKyHYKhBB4vfUB0e9koGvtxoiutRsfWuEjdaT756SfjfTE65O8fjpY8SjLJNj1SCP1lvz4TuyageOHwG30Dlc9Dit/ZU4d3rrCOr7W+jWmfvhD3INDAORv2sgvr1/k3NE3qW3bwepHd9O4tpyyuixO/+zHgPJlGzc/je+2mgvbNzvMcJENKe3kF3xETXUNra1/qIvWpwrtSBVa4UMTCf1spCk/+Y9w8v/C1m/BV/5yUYfOur0cPnmHMZtK1inMzeI3H22iOM88d8fFXqP/FFx9S/1tyoZH/zWTJhOvXn4Vn1RSb19a9SUaJ7OZ/KcfAUpm7R/e/xnS5wNh4vHf+m9k52ax5ekVXPnkfSYG+wGoXdVG5XQd0uNj1u3kAmpqjORjGhvzaF/zx9qRpgrtSDUaTUbyp+UgvSCy4DuLz9SedLh59XgvDpeSX6spyWP31kbMWSEjg4u9hs8H3f8Ppu+q5co22LiLD/s/5NzIOQDK88rZvWY3Uz/4IZ4htd9J610ufXaWhrW/wqoONf6+clMlOXl2PntfJSxlZZvZsPpJvEOqx3t59jb2Ii9S3qGs7BYdHd/R6i8ajUajWQRbv6Uc3NZvLenw0nwzX9lYh8nI2r07Ncvbl+7OVVRZ7DVMJmj71eDy6DUY76GjugOzSfV2x2fHuW69TuG2bYHdtlXW84d/9ypP/s6+wLrBG5OUVFZTUGIBwOtxM+kLzs+t8BUjvRKow+l8eHHGx4h2pBqNRpPBfPuNC7T+yU/59hsXwu/wlb9UvcRFhnVDWVFewJPtVYHlS4PTdPdOxHeN0gaoCxaq5/rbFGTlsbkqmIx0YugEphWNZFdXAyA9Xuynz1C1opgss3Jfzhk31rsO6tqCBfLvDtwgq1QlHZXnlSLsXqOQfdFizI4Z7Ug1Go0mg1muQg6bG0t5qKE0sPzBtVFuj83Ed9JVT0CWMd46MwpDZ9lcvZncLFW8fso1xeWJyxSE9EpnL5xHuGepXhnMKh68YaWyaSVZZuU8Z21TOAvUuG6WKYsybwKFy8OgHel9TqrVKdJN/aW7uxshBK2trbS2trJv376ox2g06czz25vIEiLphRyEEDzVXkW9RSmtSAk/uzDE1GwcBe5zi6HpseDyzQ/IlfBIzSOBVafunkI0N5BdZdTWdXuwnz5NzcoSTEYloxmrE8e0h+rmoED46GQvwqgfXGG24JuNrXbwUtCO9D4hXZVQ0k39ZXx8HCklN27coKuriwMHDqSdIodGsxj+/OsPceOlX1uWYg7ZWSa+uqk+IL3mcHn5WZQyglFZsV05VFBTY3p/yYbKDRSalWD3jHuGi2MX5/ZKz18gGw/l9cFQ7VDPFDUtqwPL44N9iDJVnqE4p5BcV+SawfGiHel9QiqUUNJR4SNa+0Mdek9PDy0tLWmpyKHRpCuFudl8eWMt/oqBA9ZZPr4xuvQTZpmh5cng8p3jmF12ttYE//+773ZDcyNZFaq6knS7mT1/nppVwfDuxNAM2TlFlFQa46nSx6RbtUsIQYUsgngc/gLoEoEJ4viPF+csFsOjv760CerJUkJJZ4WPWJVcjh07NqekWzLVXzSa+43GsgJ2rK7kw2vKUZ28NUG9JZ/WqiUm89Q8BH0nYXpI1eHteY+1a7/CmZEzTDoncXqdXBi7wIaODqaPqhddx7lzlG/ZMqds4PDtKWpa25gaVSovd+/2UFq2DZ/dQ2VuObIwLyH2z0f3SDWL4n5R+Dh69KiueqPRxMHW5jJWVRYGln9+cWjpguBCQOsXg8t3L5I1MzJnrPTM8BlESzOmYr9eqYPZy1eoWRlMgBq+PU1ZbQPZOSpZyemYYTZXzSfNyTbTnF29tPZFQfdIM5hUKKGku8JHNJv9hI6DxnqMRqMJIoTgVzfU8o+f3mZ61oPT7eOn5wfZs3UFWaa5SjHvvXqFix/0s+HxBp78zfbwJyxrVoUZRq+p5Zvv0/bQNzk5dJIp1xROr5PPrJdp37yZmQ8/AsBx+jSW59eRk5+Ny+HB4/IyMTRL9apWBq4oybRR2x0axCqkhBsf9LOisu2R8A1YOtqRJoilhl/jIRVKKOmu8BHNZv/6WI7RaDQLk5+TxVc21XH4RB8+KRmanOXTm2N8vrVyzn4XP+hH+tTviI4UoOULMHZdpQSP3SBrqp+Omg5+cecXgOqVbli7B3HiJNLpxDs5ifvWTWpWVnLnknoZvntzkpaOoCOdGBmgvqkFpiQjvdPAvXJw8aJDu/cxyVSnSFeFj2g2+wkdE80URQ6NJh2pK81nx+pgFOf4zXH6rY45+2x4vAFhUr8XpLASajYEl3veo92yhuIcldXr8Dj4bPoa+Zs2Bnaxd3dTuaIIk1Gy0D7lwuM0Y6mpM/aQTHpU3kNVUzH+4vaJRNfajZF0r7Wb7moXWuFDo7l/8fkkP+juo29COdCSfDO/tb2JPPMSppw4rEodxqdq+7JpDxflLO/1vQdAQXYBv9n8LNPf/R7So/YpffZZBsZzGb49BUBZXSHltU6ufPIBALn5hbQVdSDdEsszK3XR+lSR7o50udAKHxqNJhxTs26++8vbON1KvWVdXQlfeqh2aSe7+pZSiAEoqsbT8bv84+XvMeNWlZR2NOyg5cI4sxcuApCzspmcL/wq53/RB4AwCTY+Vc+5oz/G41KSamtWbMc8bU6KI9VjpJpF4R+f1Gg0mlBK8sx0rqvhJ+cGAbg0OMWqykLaa4sXf7Lmz8PQWfB6wDZM9ug1Oqo7+KBf9TDPDJ9h7eavMHvxM5AS163bFHpmKK7IZ3rMgfRJxvrsVDWvYvDaZQDGnYPUl65e6KpLRo+RajQajSYhrKkpZl1dsEjC25fvYnMuoTRfbhE0BisZcesD1pW1z6l2dEMOk7NyZWAXx9mzVDcHnfZI7zRVTcGSgeOj/eRuCeZGJBLtSDUajUaTMJ5aW0VpvipE73T77pVci5UV2yFbzQfFPk726BU2VQXVYs4MnyFvc3DZefkKpeXZZOeqcVmXw4PblUtRmUqE8vm8jPXeXqJVC/NAOVIhxC4hxH4hRIsQwuL/O9Xt0mg0mvuF3Owsdq6vCSz3jMxweWh68Scy58OKR4PLtz9mfdlacrKUwovVaaWv2DWnbKDr0iWqVgR7pcO3p6leGfyKH76VnAp0D5QjBcqBl4EbwE2gR0qZvNp+Go1G8wCyoryALSssgeVfXBlhZikh3oatc3qlueM9rK9YH9h8duQs+ZuD+qWz589RuaIQfyHgyREHxZX1mEyql2qbSE75zwfNkQKUAa1SyjIpZeRq6xqNRqNZMjtWV1JihHhn3V7evjy8+BCvOQ8aQxJsb3/M5spNmIRyXUMzQ0w0lGDKVzV0vVPTmIb7Ka3KV/tLyfiQi/KGxrjtWYgHzpFKKa26F6rRaDTJJSfbxDMhId4bwzau3rUt/kSN2yBbhXOZGaXQeof2smB1pDPj58nbECzi4DgzN+lotNdGZXNyR/AeOEcqhNhrjJXuFUJEli7RaDQaTVysKC9gU2OwqPy7V4ZxuLyLO4k5HxpCyuPe/ogtVcFw7q2pWzjaGsGo7+vu76fIZCcnX83udDs9+LxF5BYUkiweNEd6DDgspTwipTwEtAoh9MRIjUajSRK/0lZJcV5QCPz9ayOLP0njo0q3FMA2QplthFWlwaktZ+1XyW0NzhGdPX9uTtLRWN8MVUnslWZ8ZSMhhGWh7VJK6wLH7gJellK2Rti+F/A72oeAC0trZdpSCcShyJuWaJsyA21TZnA/2tQupVxClYjIZLQjNRzhtmj7SSkPGA53AijzO1chRCdwVEoZVQ5ACHEy0WWlUo22KTPQNmUG2qbMIBk2ZXSJQCPrdjGZtwfm9VBbgO4I+2o0Go1GE5UHZow0Qoh3N/DSMjdFo9FoNPcRGd0jXQKHjExdK9AKHFzEXNLFi2OmP9qmzEDblBlomzKDhNuU0WOkGo1Go9GkmgetR7pk/IlNUsoDYbZZUNm9PagyhCellGk/9hrJJiHEQVQ2c8YVrohyn0KnOlmklK8sX8uWThSb/BEWC2A1pnVplpmQOenbgBPhnq2F7qMms9GONApGZm8HsBPlKOdvtwBvSykfMZb3An+CGn9NS6LZBHQCe4W4J5l5X7p+Ucdwn/aHfrkJITrmr0s3YrDpICrr/Iix3CWE6JFSHlveli6OaE7H2O5/KSVdnzk/QoiDUsp9IcunhBD47Yrh/y0tifE+RdyejizU5pAOkRU19EfMLz1SSv0Tww+q2P3BMOsPAnvnrbOkur0JsKkDldXs/3k51e2N06ZTYdZ1pbq9S7UJ1QOV89btQjnWlLd5AVvm23EK2D/P1l2RltPtx7gPL89btxe4Ect9TNefGO7TgtvT8SeWZy/M9r2xnPuBydpNIntRFZMCyAWKQGQIL0spu6WUfnWcTjI/u3lcCNHlXzAiB99PYXviJdw8uJ4I69MC443fOm/1QWBfyPJeOTcB8Oi87elGORBOjjFj5Rmj3acY72NaEWObd80b/ulBRRGioh1pHIT887TcT/V7ZcjYqBCiAyU3Z01dixLCPqBDCDFh3KNxmdnqP+MR1luWsxGLZEGnYzxr8xlHvcilJcb/yiNybj7BTua9XGcY0V4OMvHlIZY275RzhxFagBOxnFw70vgI3AQZrN+LEOLl1DUp4eyTaT7mFgvGF91B1Fvmy8RQESudkUYy27wSmVvDrEsbYnA65dz7gmCF9LUJgvcCAu3sJI17Z9GIdp8y8eUhljaH6UAgYxz3fSCTjeKpzzsP/z/9yZB1x1Cx9WXNzEugTaHn7ESJoKeERNpkJOZ0SSlfMbIn/1YI0SKlXNaksATfp32ooQX/P7tlCedYViI4Hb+0hyXMIf7/sXLuDc0ljTjuUxfwtMzAjPdQotynqNvTkVjabKzfg0oWfSHWcz9wjjSW+rxGxl0sjrAH7vmnshrnsCzXF1qCbQplHykaR0ykTSFvl/436iNCiG6W+SUh0fdJSnlICNFpnBfU87jsX+AJdDpWjEzdEPzLkULZCWep98mIRB2QaTr1LYkvByl7eUi0Tcb+h1DFe04ZGdlRs8YfOEcqF1+fd6FzWYUQVqNn478hFv+2RFwjxnYkzKZ57CJFSUYJtqmceU5TStkjhFjWMdJk3KfQsLvxRb6swwoJdjrj3NsrtUD6/z8Zn8PRkJB7Rzo51GS9HKTy5SHRNoXp/Bw0frQjXQZeQoUI/B/2cyxzWDcZhLzpWVPYjIQgpTwmhJgzZmXYl9HhNyHEDWC3lLLbsKdjCVGHuEik0zHssM7bvZw0HnuDwBBIOXDMuA/lqO+BtHGkyXg5SPXLQyJtMu7hUSFE2VJe2rQjjYIRFuxE9c7KjS+vY/4bYYy57Q/J1h2LdYA6VUSzKYQeljGkFg8x2HTAeBMN9EyX2+ksllhsQmWMbwVapZQxpeqnkhicziEhxK6QjOqdqF5BWmLYcNRYDG3nkZB9Yv1/Sxui3adMeHmYT5Q2nwRemedEdxKjo9a1djUazbIggprA8zkSmvQlgpWNWtBlD5edaPcp1vuYTsTS5pAXHiuLrGykHalGo9FoNHGg55FqNBqNRhMH2pFqNBqNRhMH2pFqNBqNRhMH2pFqNBqNRhMH2pFqNBqNRhMH2pFqNJqMJIySR1KP02gioR2pRqO5ByGEJYKsWVpgtG2p7etIZ9s0mYd2pBrNAhgas0eFENKoSBPL/lIIcUMI0ZUO8l+GUwxoMQohWozlsDqfxn5dKBWjdGXffD1Zw64u4/OPWHPYOC5jZc406YcuyKDRRMFwLAeBTimlWGA/C6po/F5Uyb6eedv3okouWmFuwflkYrQ/9CXACrwQTdhcCCEXsjdVGE7yYCS1ESGERNUgjmif8ZnsS/cykZrMQPdINZrodGLUUY0yvrbH+N0TxokeNNYfQdX1XO5xup1AGcrBl0VzomlOxwJO1B+yXfAlxTheh3c1CUE7Uo0mOhaCX8xhHaARJj2GcrrH5m2zGOv9+21NRf1YKaU10wWnDfWOrgV26US9sFhjOF2XESXQaOJCq79oNDFgaM9C5J6kBRW2bSGoBuKnE+herlDufc5OFpYp3EnssmuHUU5ZF8XXxIV2pBrNAszTLe3BUIWYt88uKeWRkOSd+V/k9/QCUyD8bDF6c6Dko8aXEt41bGxBvTSEPY+h3mINWeWX4nsuAeognVF6m53A7pDx6J3AjXDShsbL0dY426PRaEeq0UQhNFTrl/YKYIyZ+h3lTsKEFQ3h4BOGI7Ma65azdzoOlIeGk43sVhbjTI32bwtN0DGyf/f6z2040Qq/4zKWLYZub1JfHELGR3dKKf1ZuUeMLN5DERxwRujtatIbPUaq0SxMS8gX8D2OFNVD8juITiIIG0spX5FSHpFSHlvuEK8xNjo/fHkQlWG8GP4WeGneuV8BXg6Z5rMPOBGyS7exjnjHZ41rWBfYpdO4TmBqS0i7yiMcY02HKUqazEb3SDWa2LlBMDPXH+Y8HLK9AyO7N14WWX1nPMbkmlB6gBYhhCWWYw1bI12nB+XEjhh/hzotCws7v8UQ2vsPx07uHe/cihIHj3Sc/+VoOcPsmvsM7Ug1mgiE6QH1oByDf1vACS0wPrqU67awuN7iCeCeMcCQ8+0PM0boD2nG6kRaiOwQ/UlWoNp9gKBDe455vdiQdh2VUu6ct64F2GW0qQMIDclaMT7/CHQC88dgd7PwPbGQOEeveUDRjlSjicz8qSw9EPiy75wXLt3Jwj2fmDHOEW9SDhB0ykKII/Pa5u81xtrewEtEGMpDzjMOHAiZVvLS/KSqkISlcJWVuqSUjxj7nUSFk/2fRajDnsMC80f3AC9EaDcEE6c0miWjx0g1msi0zHM+/r93oYoqhHLP/NF0wGj/vjAO3j8lxxrjqU4C5RHGEzsI2t4ppeyWUh4yfu7p7RrjxIeY1xM0nOF4yH5WQpytsRxprPOe+aPG+Sz+hKoIc0bLlxAW12jmoB2pRhMGw2FsC10X8oVbEeogjH07uHf+aLowHjrmarR3Hwv31OZg2H6AeSFnIyv3wDwHFraGbwyECx+PzxsvjtSDDjd/dCtG2NpwoofnH7TA+TSamNGhXY1mHkKILlQPx2L8/UKIozjkn/4RUlvX7zj2CSFa523fg5p7+n2UowidmrEsGHNcdxnTVypQIdrdC5TZC4zRGva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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", - "\n", - "# TO DO: take from header\n", - "for i in np.arange(0, 9, 1):\n", - " ddp = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}.fits'.format(field, i))\n", - " vmax = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_vmax.fits'.format(field, i), 'VMAX')\n", - " lf = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'LUMFN')\n", - " ref = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'REFERENCE')\n", - " \n", - " lf = lf[lf['N'] > 0]\n", - "\n", - " lims = np.array(list(ddp.meta['D8{}LIMS'.format(i)][1:-1].split(','))).astype(np.float32)\n", - "\n", - " label = r'${:+.2f} \\leq \\delta_8 < {:+.2f}$'.format(lims[0], lims[1])\n", - "\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=label, alpha=0.5, c=colors[i])\n", - " pl.plot(lf['MEDIAN_M'], np.log10(lf['PHI_IVMAX']), label='', marker='.', lw=0.0, c=colors[i], markersize=4)\n", - "\n", - "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$')\n", - "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", - "\n", - "pl.xlim(-16., -23.0)\n", - "pl.ylim(-5, -0.5)\n", - "\n", - "pl.legend(frameon=False, loc=3, ncol=2, fontsize=10)\n", - "pl.title('{} GAMA Field'.format(field))" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "53b830e4", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:19.888289Z", - "iopub.status.busy": "2022-03-01T13:11:19.887697Z", - "iopub.status.idle": "2022-03-01T13:11:21.196288Z", - "shell.execute_reply": "2022-03-01T13:11:21.197225Z" - }, - "papermill": { - "duration": 1.361811, - "end_time": "2022-03-01T13:11:21.197528", - "exception": false, - "start_time": "2022-03-01T13:11:19.835717", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'All GAMA Fields')" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", - "\n", - "for field in ['G9', 'G12', 'G15']:\n", - " for i in np.arange(0, 4, 1):\n", - " ddp = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}.fits'.format(field, i))\n", - " vmax = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_vmax.fits'.format(field, i), 'VMAX')\n", - " lf = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'LUMFN')\n", - " ref = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'REFERENCE')\n", - "\n", - " lf = lf[lf['N'] > 0]\n", - "\n", - " if field == 'G15':\n", - " if i != 3:\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=r'${} \\leq \\delta_8 < {}$'.format(d8_limits[i][0], d8_limits[i][1]), alpha=0.5, c=colors[i])\n", - " else:\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=r'${} \\leq \\delta_8$'.format(d8_limits[i][0]), alpha=0.5, c=colors[i])\n", - "\n", - " else:\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), alpha=0.5, c=colors[i])\n", - "\n", - " pl.plot(lf['MEDIAN_M'], np.log10(lf['PHI_IVMAX']), label='', c=colors[i])\n", - "\n", - "pl.xlabel(r'$M_r^e - 5 \\log_{10}(h)$')\n", - "pl.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", - "\n", - "pl.xlim(-15., -23.0)\n", - "pl.ylim(-6, 0)\n", - "\n", - "#pl.legend(frameon=False, loc=1, ncol=2)\n", - "pl.legend()\n", - "pl.title('All GAMA Fields')" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "869b765e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:21.356128Z", - "iopub.status.busy": "2022-03-01T13:11:21.350518Z", - "iopub.status.idle": "2022-03-01T13:11:21.484393Z", - "shell.execute_reply": "2022-03-01T13:11:21.485068Z" - }, - "papermill": { - "duration": 0.229919, - "end_time": "2022-03-01T13:11:21.485301", - "exception": false, - "start_time": "2022-03-01T13:11:21.255382", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([176., 235., 167., 198., 231., 164., 175., 210., 228., 226., 229.,\n", - " 174., 206., 196., 254., 257., 232., 161., 168., 188.]),\n", - " array([0. , 0.05, 0.1 , 0.15, 0.2 , 0.25, 0.3 , 0.35, 0.4 , 0.45, 0.5 ,\n", - " 0.55, 0.6 , 0.65, 0.7 , 0.75, 0.8 , 0.85, 0.9 , 0.95, 1. ]),\n", - " [])" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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('DDP2_ZMAX', '0.1937000006437302'),\n", - " ('DDP2_VZ', '3156659.558717707'),\n", - " ('DDP2ZLIMS_NGAL', '73942'),\n", - " ('DDP2_NGAL', '33396'),\n", - " ('DDP2_DENS', '0.01057953807776663'),\n", - " ('DDP3_ZMIN', '0.03903000056743622'),\n", - " ('DDP3_ZMAX', '0.1015800014138222'),\n", - " ('DDP3_VZ', '457819.2340050841'),\n", - " ('DDP3ZLIMS_NGAL', '18121'),\n", - " ('DDP3_NGAL', '8842'),\n", - " ('DDP3_DENS', '0.01931329953669401'),\n", - " ('TMR_DDP1', '[-21.8, -20.1]'),\n", - " ('TMR_DDP2', '[-20.6, -19.3]'),\n", - " ('TMR_DDP3', '[-19.6, -17.8]'),\n", - " ('RPATH_0',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G9_0.fits'),\n", - " ('RPATH_1',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G12_0.fits'),\n", - " ('RPATH_2',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G15_0.fits'),\n", - " ('VOL8', '2144.660584850632'),\n", - " ('D80LIMS', '[-1.0, -0.75]'),\n", - " ('D81LIMS', '[-0.75, -0.55]'),\n", - " ('D82LIMS', '[-0.55, -0.4]'),\n", - " ('D83LIMS', '[-0.4, 0.0]'),\n", - " ('D84LIMS', '[0.0, 0.7]'),\n", - " ('D85LIMS', '[0.7, 1.6]'),\n", - " ('D86LIMS', '[1.6, 2.9]'),\n", - " ('D87LIMS', '[2.9, 4.0]'),\n", - " ('D88LIMS', '[4.0, 10000.0]'),\n", - " ('DDP1_D0_NGAL', '3741'),\n", - " ('DDP1_D1_NGAL', '3956'),\n", - " ('DDP1_D2_NGAL', '4013'),\n", - " ('FORCE_ZMIN', '0.03909000009298325'),\n", - " ('FORCE_ZMAX', '0.2629599869251251'),\n", - " ('VOLUME', '2530750.347044507'),\n", - " ('MS',\n", - " '[-25.5, -25.3, -25.1, -24.900000000000002, -24.700000000000003, -24.500000000000004, -24.300000000000004, -24.100000000000005, -23.900000000000006, -23.700000000000006, -23.500000000000007, -23.300000000000008, -23.10000000000001, -22.90000000000001, -22.70000000000001, -22.50000000000001, -22.30000000000001, -22.100000000000012, -21.900000000000013, -21.700000000000014, -21.500000000000014, -21.300000000000015, -21.100000000000016, -20.900000000000016, -20.700000000000017, -20.500000000000018, -20.30000000000002, -20.10000000000002, -19.90000000000002, -19.70000000000002, -19.50000000000002, -19.300000000000022, -19.100000000000023, -18.900000000000023, -18.700000000000024, -18.500000000000025, -18.300000000000026, -18.100000000000026, -17.900000000000027, -17.700000000000028, -17.50000000000003, -17.30000000000003, -17.10000000000003, -16.90000000000003, -16.70000000000003, -16.500000000000032, -16.300000000000033, -16.100000000000033, -15.900000000000034, -15.700000000000035]'),\n", - " ('ABSMAG_DEF', 'MCOLOR_0P0'),\n", - " ('COMMENTS',\n", - " \"['Science targets and information for tiling and spectroscopic', 'observation.']\"),\n", - " ('CHECKSUM', 'n52hp20en20en20e'),\n", - " ('DATASUM', '2160089238'),\n", - " ('comments',\n", - " ['Science targets and information for tiling and spectroscopic',\n", - " 'observation.'])])" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "lf.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "76503514", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:21.665671Z", - "iopub.status.busy": "2022-03-01T13:11:21.665242Z", - "iopub.status.idle": "2022-03-01T13:11:21.669772Z", - "shell.execute_reply": "2022-03-01T13:11:21.669413Z" - }, - "papermill": { - "duration": 0.042837, - "end_time": "2022-03-01T13:11:21.669865", - "exception": false, - "start_time": "2022-03-01T13:11:21.627028", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "\"\\ncolnames = ['M_R','LOGPHI']\\nTMR_d0 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d0', format='csv', names=colnames)\\nTMR_d1 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d1', format='csv', names=colnames)\\nTMR_d2 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d2', format='csv', names=colnames)\\nTMR_d3 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d3', format='csv', names=colnames)\\n\\nplt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x')\\nplt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x')\\nplt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x')\\nplt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x')\\n\"" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# fix to add column names\n", - "\n", - "'''\n", - "colnames = ['M_R','LOGPHI']\n", - "TMR_d0 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d0', format='csv', names=colnames)\n", - "TMR_d1 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d1', format='csv', names=colnames)\n", - "TMR_d2 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d2', format='csv', names=colnames)\n", - "TMR_d3 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d3', format='csv', names=colnames)\n", - "\n", - "plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x')\n", - "plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x')\n", - "plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x')\n", - "plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x')\n", - "'''" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1094c391", - "metadata": { - "papermill": { - "duration": 0.026997, - "end_time": "2022-03-01T13:11:21.725233", - "exception": false, - "start_time": "2022-03-01T13:11:21.698236", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "657ee6c7", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:21.793056Z", - "iopub.status.busy": "2022-03-01T13:11:21.792615Z", - "iopub.status.idle": "2022-03-01T13:11:21.795999Z", - "shell.execute_reply": "2022-03-01T13:11:21.796316Z" - }, - "papermill": { - "duration": 0.043807, - "end_time": "2022-03-01T13:11:21.796424", - "exception": false, - "start_time": "2022-03-01T13:11:21.752617", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "\"\\nfor idx in range(4):\\n LF_G9 = Table.read(root + '{}_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n LF_G12 = Table.read(root + '{}_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n LF_G15 = Table.read(root + '{}_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n\\n LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n \\n x =np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']), np.array(LF_G12['PHI_IVMAX']), np.array(LF_G15['PHI_IVMAX'])]\\n x_ref=np.c_[LF_G9_ref['MS'], np.array(LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\\n\\n LF_mean = np.mean(x[:,1:], axis=1)\\n LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\\n\\n LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\\n LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\\n \\n pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\\n pl.plot(LF_G9_ref['MS'], np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\\n #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx), color=colour[idx])\\n \\n#plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x', color='blue')\\n#plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x', color='orange')\\n#plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x', color='green')\\n#plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x', color='black')\\n\\nplt.xlabel(r'$M_r^e - 5 \\\\log_{10}(h)$', fontsize=14)\\nplt.ylabel(r'$\\\\log_{10} \\\\left[ \\x0crac{\\\\phi_\\\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\\nplt.title(r'{} DDP LFs (All Fields)'.format(survey))\\n\\npl.ylim(-5.5, -.5)\\npl.xlim(-22.5, -15.5)\\npl.gca().invert_xaxis()\\npl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\\n\\n#pl.legend(frameon=True, loc=2)\\npl.legend()\\npl.show()\\n\"" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "\n", - "Ms = np.arange(-25.5, -15.5 , 0.1)\n", - "bin_centres = (Ms[1:]+Ms[:-1])/2\n", - "colour = ['blue', 'red', 'green', 'black']\n", - "'''\n", - "for idx in range(4):\n", - " LF_G9 = Table.read(root + '{}_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", - " LF_G12 = Table.read(root + '{}_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", - " LF_G15 = Table.read(root + '{}_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", - "\n", - " LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " \n", - " x =np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']), np.array(LF_G12['PHI_IVMAX']), np.array(LF_G15['PHI_IVMAX'])]\n", - " x_ref=np.c_[LF_G9_ref['MS'], np.array(LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " LF_mean = np.mean(x[:,1:], axis=1)\n", - " LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\n", - "\n", - " LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\n", - " LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\n", - " \n", - " pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\n", - " #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx), color=colour[idx])\n", - " \n", - "#plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x', color='blue')\n", - "#plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x', color='orange')\n", - "#plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x', color='green')\n", - "#plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x', color='black')\n", - "\n", - "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$', fontsize=14)\n", - "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", - "plt.title(r'{} DDP LFs (All Fields)'.format(survey))\n", - "\n", - "pl.ylim(-5.5, -.5)\n", - "pl.xlim(-22.5, -15.5)\n", - "pl.gca().invert_xaxis()\n", - "pl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\n", - "\n", - "#pl.legend(frameon=True, loc=2)\n", - "pl.legend()\n", - "pl.show()\n", - "'''" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "a0e5035d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:21.873871Z", - "iopub.status.busy": "2022-03-01T13:11:21.873397Z", - "iopub.status.idle": "2022-03-01T13:11:22.412341Z", - "shell.execute_reply": "2022-03-01T13:11:22.413267Z" - }, - "papermill": { - "duration": 0.58892, - "end_time": "2022-03-01T13:11:22.413567", - "exception": false, - "start_time": "2022-03-01T13:11:21.824647", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", - "/tmp/ipykernel_159535/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_159535/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", - "/tmp/ipykernel_159535/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", - "/tmp/ipykernel_159535/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for idx in range(4):\n", - " LF_G9 = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - " LF_G12 = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - " LF_G15 = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - "\n", - " LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " \n", - " LF_G9_curve = interp1d(LF_G9['MEDIAN_M'], LF_G9['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", - " LF_G12_curve = interp1d(LF_G12['MEDIAN_M'], LF_G12['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", - " LF_G15_curve = interp1d(LF_G15['MEDIAN_M'], LF_G15['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", - "\n", - " \n", - " x=np.c_[LF_G9_ref['MS'], np.array(LF_G9_curve(LF_G9_ref['MS'])/LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_curve(LF_G12_ref['MS'])/LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_curve(LF_G15_ref['MS'])/LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " #x_ref=np.c_[bin_centres, np.array(LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", - " #x=np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']/LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['PHI_IVMAX']/LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['PHI_IVMAX']/LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " LF_mean = np.mean(x[:,1:], axis=1)\n", - " LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\n", - "\n", - " #LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\n", - " #LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\n", - " \n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - " #pl.plot(bin_centres, np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\n", - " #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx))\n", - " \n", - " #pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), gama_lf['PHI_N_ERROR'] / gama_lf['PHI_N'] / np.log(10.), label='NOWEIGHT', alpha=0.4)\n", - " #pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), gama_lf['PHI_IVMAX_ERROR'] / gama_lf['PHI_IVMAX'] / np.log(10.), label='IVMAX')\n", - " \n", - "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$', fontsize=14)\n", - "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{\\phi_{ref}(M)} \\right]$', fontsize=14)\n", - "plt.title(r'{} DDP LF Ratios (All Fields)'.format(survey))\n", - "\n", - "#pl.ylim(-4.25, -.75)\n", - "pl.xlim(-22.5, -15.5)\n", - "pl.ylim(-0.68, 0.68)\n", - "pl.gca().invert_xaxis()\n", - "\n", - "pl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\n", - "pl.gca().yaxis.set_major_locator(plt.MultipleLocator(0.2))\n", - "\n", - "pl.legend(frameon=True, loc=2)\n", - "pl.show()" - ] - }, - { - "cell_type": "markdown", - "id": "305c054c", - "metadata": { - "papermill": { - "duration": 0.065678, - "end_time": "2022-03-01T13:11:22.545072", - "exception": false, - "start_time": "2022-03-01T13:11:22.479394", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Done." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4e203822", - "metadata": { - "papermill": { - "duration": 0.0549, - "end_time": "2022-03-01T13:11:22.646646", - "exception": false, - "start_time": "2022-03-01T13:11:22.591746", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Lumfn", - "language": "python", - "name": "lumfn" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.9" - }, - "papermill": { - "default_parameters": {}, - "duration": 39.553997, - "end_time": "2022-03-01T13:11:23.411665", - "environment_variables": {}, - "exception": null, - "input_path": "docs/nb/d8LF_qa.ipynb", - "output_path": "test/pm_delta8_qa_G12.ipynb", - "parameters": { - "field": "G12", - "survey": "gama" - }, - "start_time": "2022-03-01T13:10:43.857668", - "version": "2.3.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/tests/pm_delta8_qa_G15.ipynb b/tests/pm_delta8_qa_G15.ipynb deleted file mode 100644 index cb1f8655..00000000 --- a/tests/pm_delta8_qa_G15.ipynb +++ /dev/null @@ -1,1169 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "f1eca3eb", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:24.998033Z", - "iopub.status.busy": "2022-03-01T13:11:24.986743Z", - "iopub.status.idle": "2022-03-01T13:11:25.003322Z", - "shell.execute_reply": "2022-03-01T13:11:25.002402Z" - }, - "papermill": { - "duration": 0.056592, - "end_time": "2022-03-01T13:11:25.003532", - "exception": false, - "start_time": "2022-03-01T13:11:24.946940", - "status": "completed" - }, - "tags": [ - "injected-parameters" - ] - }, - "outputs": [], - "source": [ - "# Parameters\n", - "field = \"G15\"\n", - "survey = \"gama\"\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "72888a06", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:25.058291Z", - "iopub.status.busy": "2022-03-01T13:11:25.057603Z", - "iopub.status.idle": "2022-03-01T13:11:26.330199Z", - "shell.execute_reply": "2022-03-01T13:11:26.329074Z" - }, - "papermill": { - "duration": 1.301522, - "end_time": "2022-03-01T13:11:26.330467", - "exception": false, - "start_time": "2022-03-01T13:11:25.028945", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "import fitsio\n", - "import numpy as np\n", - "import pylab as pl\n", - "import matplotlib.pyplot as plt\n", - "import astropy.io.fits as fits\n", - "from astropy.table import Table\n", - "from scipy.interpolate import interp1d" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "05b04269", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:26.397197Z", - "iopub.status.busy": "2022-03-01T13:11:26.396383Z", - "iopub.status.idle": "2022-03-01T13:11:26.398379Z", - "shell.execute_reply": "2022-03-01T13:11:26.399148Z" - }, - "papermill": { - "duration": 0.037211, - "end_time": "2022-03-01T13:11:26.399351", - "exception": false, - "start_time": "2022-03-01T13:11:26.362140", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "sys.path.append('{}/DESI'.format(os.environ['HOME']))" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "4a8628c6", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:26.451426Z", - "iopub.status.busy": "2022-03-01T13:11:26.450803Z", - "iopub.status.idle": "2022-03-01T13:11:26.553406Z", - "shell.execute_reply": "2022-03-01T13:11:26.552388Z" - }, - "papermill": { - "duration": 0.130812, - "end_time": "2022-03-01T13:11:26.553646", - "exception": false, - "start_time": "2022-03-01T13:11:26.422834", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import pubplot\n", - "\n", - "from schechter import schechter, named_schechter\n", - "from gama_limits import gama_field\n", - "from delta8_limits import d8_limits, delta8_tier\n", - "from findfile import findfile" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "6635c158", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:26.615497Z", - "iopub.status.busy": "2022-03-01T13:11:26.614801Z", - "iopub.status.idle": "2022-03-01T13:11:26.618231Z", - "shell.execute_reply": "2022-03-01T13:11:26.617628Z" - }, - "papermill": { - "duration": 0.033942, - "end_time": "2022-03-01T13:11:26.618378", - "exception": false, - "start_time": "2022-03-01T13:11:26.584436", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "version = 'latest'\n", - "survey = 'gama'\n", - "dryrun = False" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "2d04ca99", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:26.666641Z", - "iopub.status.busy": "2022-03-01T13:11:26.666082Z", - "iopub.status.idle": "2022-03-01T13:11:26.676970Z", - "shell.execute_reply": "2022-03-01T13:11:26.677429Z" - }, - "papermill": { - "duration": 0.037042, - "end_time": "2022-03-01T13:11:26.677560", - "exception": false, - "start_time": "2022-03-01T13:11:26.640518", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "'/cosma/home/durham/dc-moor2/data/v4/gama_gold_ddp_n8.fits'" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# TODO: clean up root below in LF cells\n", - "root = '{}/data/GAMA4/'.format(os.environ['HOME'])\n", - "#fpath = root + 'gama_gold_ddp_n8.fits'\n", - "fpath = findfile(ftype='ddp_n8', version=version, dryrun=dryrun, survey=survey)\n", - "fpath" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "9658b14a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:26.717120Z", - "iopub.status.busy": "2022-03-01T13:11:26.716641Z", - "iopub.status.idle": "2022-03-01T13:11:26.719677Z", - "shell.execute_reply": "2022-03-01T13:11:26.719212Z" - }, - "papermill": { - "duration": 0.024197, - "end_time": "2022-03-01T13:11:26.719785", - "exception": false, - "start_time": "2022-03-01T13:11:26.695588", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#! ls /global/cscratch1/sd/mjwilson/norberg/GAMA4/" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "2178d555", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:26.756039Z", - "iopub.status.busy": "2022-03-01T13:11:26.755612Z", - "iopub.status.idle": "2022-03-01T13:11:26.765535Z", - "shell.execute_reply": "2022-03-01T13:11:26.765855Z" - }, - "papermill": { - "duration": 0.030549, - "end_time": "2022-03-01T13:11:26.765960", - "exception": false, - "start_time": "2022-03-01T13:11:26.735411", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#ddps = fits.open(root + '/global/cscratch1/sd/mjwilson/norberg/GAMA4/gama_gold_ddp_n8.fits')\n", - "#ddps = fits.open(root+'gama_gold_ddp_n8.fits')\n", - "\n", - "ddps = fits.open(fpath)\n", - "ddps = ddps[1].header\n", - "#ddps" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "511b6569", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:26.797937Z", - "iopub.status.busy": "2022-03-01T13:11:26.797542Z", - "iopub.status.idle": "2022-03-01T13:11:26.800705Z", - "shell.execute_reply": "2022-03-01T13:11:26.800367Z" - }, - "papermill": { - "duration": 0.020874, - "end_time": "2022-03-01T13:11:26.800808", - "exception": false, - "start_time": "2022-03-01T13:11:26.779934", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#! ls /global/cscratch1/sd/mjwilson/desi/BGS/Sam" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "d7cdbccd", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:26.833163Z", - "iopub.status.busy": "2022-03-01T13:11:26.832776Z", - "iopub.status.idle": "2022-03-01T13:11:26.835568Z", - "shell.execute_reply": "2022-03-01T13:11:26.835909Z" - }, - "papermill": { - "duration": 0.021837, - "end_time": "2022-03-01T13:11:26.836005", - "exception": false, - "start_time": "2022-03-01T13:11:26.814168", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "field = 'G12'" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "983d1b1e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:26.868713Z", - "iopub.status.busy": "2022-03-01T13:11:26.868324Z", - "iopub.status.idle": "2022-03-01T13:11:35.103560Z", - "shell.execute_reply": "2022-03-01T13:11:35.102509Z" - }, - "papermill": { - "duration": 8.2541, - "end_time": "2022-03-01T13:11:35.103839", - "exception": false, - "start_time": "2022-03-01T13:11:26.849739", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, version=version, dryrun=dryrun, survey=survey)\n", - "randoms = Table.read(fpath)\n", - "#randoms = Table.read('{}/data/GAMA4/randoms/randoms_bd_ddp_n8_{}_0.fits'.format(os.environ['HOME'], field))" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "d7b43500", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:11:35.175901Z", - "iopub.status.busy": "2022-03-01T13:11:35.175168Z", - "iopub.status.idle": "2022-03-01T13:12:01.905298Z", - "shell.execute_reply": "2022-03-01T13:12:01.906242Z" - }, - "papermill": { - "duration": 26.76771, - "end_time": "2022-03-01T13:12:01.906571", - "exception": false, - "start_time": "2022-03-01T13:11:35.138861", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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h/PU8eN8b+PF/8u+fqY92woQJnwaYyqd3GZWa9q+lJgJLMo2TZQLmY4pClEAslBjRMduZqTE5VzszF80qTkhjaCp9Svud0qtzTupInol+Tjr+28u3WLmz96xNJVOpZXgrlNbZpGEk3ZhUJBDYox6zwEGtv1lC7dwDGeDnbCzVrFCJsPFgXPLcXhK12kSQmWeUazWt5NIZuklK9mr56224w/P1/FT5Q1/7Y+P3jg8if+8f/EG++Ete9NQ/0AkTJnxaYQqKdxHn5x0Dykwja5TLVB4uGMcFtyps1LK3sqBHzxBd/ODeqMqKHrz3Vgg73iYkqLBbNCx+qiVGBMQ/3K1FnP2n1B64A4FelEGSTePwLLSTROUWcNZ3NOZqFmXmR92+TvCSr7nm9P62ymir0r8UhUaMJ6tOHqqoqf2shrFEzHj8ThNJzAt2KZn17jt+IgN033jcPEl89Zf/PWoCMwIXLs34E3/qc/jTf/WLP5GPdcKECZ9GmMqndxEnN9YEYO3jn9ae2xxRM8N6bgsirUb3NRUatbytxTxJGcuI1gdMnnuNMo4i0N/xeSvfLz1C+9ndrp6VVIOKqyEL3SWTVenIbCS77nDghJ4lPR3qf5rrTdY0lkdtEojvqqQwZBMt5p0aCa5PdMG/n4nuZHsZJZFYeXexbAE2/h5ESuQzolLNdiNx247gTvj3Wg+42a/q2dWeN/+37+I31d/Gb2i+lS995XfzM//L+57chzthwoRPC0yZ4l3E+VlHQ6AjcURNRqkRNp7pXaTlUTrX6wlzNZnCTCsqjTQaaDQiAhvWbiLufT217DGoeH/NsJsdlr/bh+ohUiBrEdMDLoOA4msqrLERVecycEzDoAMJIZBGolAJ19br3AbiXuycLDBaQKwJ9DoQsekb+65JLHEs+Hn1qmQRy5o9U+wxIUePstHMIJnkG4BOnmSm6OhQKnQ0VMdDckvFWgfe96s3+SNf9qOoZKIEDu+veeN3/yd86atf9gl97hMmTPjUwRQU7yJ+7n/5EHOtXOenLDxDe4CKFcEHD5ueL2ogaCJIIKqw0IrajbezmkD/TDY20UItK2sw43DLsGTsH6qnh1JccrSUAIpekTF7EhjnPKrAmkRFIJHYo2LFMPb9IgFVMx2IYpM5FkQ2eKDSwp4VFtRj8K2w/qWVao0stCE757aUZbf/W5Fpyc69NZZt9PPH/y2y8waeCDtx07LT4FQeJbojT1RGFm5EWAOdZj74yJI/9FU/giIEgd/2hQ/y7d/3+3nohUdP57aYMGHCPYQpKN5FfOTXT7lPZzwqK65oxYKKAbhFz+BhqibQqTKjZk1mphUNgRobAFwIMYMzOmXM/3SHQbqVYSjcNoQ4YDZwjXNWKwKolWkrFWqNlkCqmoA/qGejMDCwYeCQ1gceO4VGjJMaEDaeVeIdyAoLxB2JhsjcS757WnGTjlrEjcjTzpWyjHLDwBGVM01hQx7Lu8mPW0wK1u7Jmu8g1zweiuVcJRA0IAhJMxWBThPFOUidVJTEgnkH46bgnf/2o/z2l38PYA/K/+UP/0be+N2/jxCexAlMmDDhnsQUFO8iXvLKi9ySjitac4M1G2ZcpjLDbODcs68gsE80cYMG9qlpNYxG4BGbfTin5pyB2rMsRsbotnxpsoet5nHwVCkDqAXiCmFN4pjKDMc1GoFGBGVgwMT252RmGrglHQsiS+0JbMdX2dzFYj1n+kJlO44q+L8DkeylV0FHm7dBLcSJFMKQcKYDlf9WTfRhzEb6SWJBjSL2/wRiUenB2pEio3WewoyKThM1kZrAmfSI6zgrzK+1sGejRMS1oG/9gf/AD//ArzC4G9GXfMUL+N4f/hrm8/ap3C4TJkx4DuKeC4oi8hrgpcAPA9eB1wI/rKrv3fmZvwi8F7gIoKpv/mSc209/z3uIKpzSM5OKB7WmoWIPYQUsUJSaQXtb8NXGP7UafF4hO7L+SJ0DMUaUgd6zul0yTRiznW02WazeAC9j4lZqwrkOXKKhd93huUs8ylEGEjfE+qF9mfNIYkakGICLM1bt727kJjoakXckogd0YeDESTpW4rVxVUkVFWUtiVrE/VYjZ9qzIJLFepdRZDQrGAlGT+aDEAt+EdxurugvzeVng43fMnJTIGg0uYtsjy9e6gXGgdGCWolY7Fr85Ns/wMuO/jr7tCjwlV/9Yr7lB34vbVs/5XtowoQJzy7uRfbpReANwHuAXwPee0dAfIN/7Yc9GL7MA+kzjs/6HfezR+CACjTQk4jeY9tHWBA4QJgTXIgfidl8QsECV2md1SpGYNHswg5DKS2WoFh0gFvTty0hJyDUaqXZiFCh9GR6EmUKRmGSNkQWVDQIpwysJbEKCYJliOoBMovlh6ZjLNmjUVg6NyGoEVYkBmHMFoP/rwRx02za35cMnDMwF+uZDiQ2kjmTAREj2HzCnjXuK1sRGDQzZL8mEjjQyGVt2M8Vu9rOQEREmEmxVMg73F/ffIjc1hO1Mq1dgXf8o1/ncw6+i1c1f53P2vtO/qs/+3aGIT3BSU6YMOG5hnsxKAJcAF6mqhdU9Yfv+N5r7/ja24Fv+GSc1CP/+sO8RFpm1LyMOVeC+ZdGlIOQOJDEApgTqVVYaGRORaumXyyBrNEwCvBHuUUpHfqfqkYOKVKMEii3Uy9A1Rb7BjPkjlKxxvtq5NElxgqzVsatvKPWy8DGBSECrNhY71C3gTl5lgiw8SFXvSZW2nNOx5KBNYmNKGh2uQYj8ycJdGJSjo7MNR+KNWCBMJHZoCjJysefSGTU7V8qrWhV2M8V+9kceJaSqBAWORI9eIKgWrq4MvJlRzkMZcOBN3EtQCa2zNrBf3bd9/ydN/0iz198C/fP3shLL3wr/7+/+i/puqLgnDBhwnMR92RQVNWbu9lhgYh87mP8+HXgK575s4JZG7hUZ14SGl4QApscOK6V4zozqzIHjWUWBwh7VGYErjZGaUagwbLF5KGwJlBpJEjYXeNBrfRXkHet3vz7ybMzM9o2GzfzQ1Wymgm5/bss7ImPsmaDBYsNkCSzYmBJz+CLv3mW5pHrop4pihRvVSuRtlSICkt6ei1nE1iw7dFVBE61YyWmh6wJ9JLZyGC6R39frYfqTxQBAVVmCkd5xoHWtBrZ05r78sxKqlJ6sDo65gwjX3V7yWFrkJAFz5232XkZ67Vb2i5fFzVjh2//pnfy0MG3crl9Ay+5+Nf4K3/h7eT8CefAEyZMeAZxz/UUAUTktViwuwgcq+o3+bcu+td3cdN/51hVbz6T55WXHW0UVM0t5jLKXpMIApUkTpYzJ5VYKbJVGbWIRQ9YypSFtmJSiI/tpyUPQFmVHXMcikSioSLhQ6HUAmytYbRiSwQGVapgFmrGWA1sUAYxr9Y1SiWlRGgZpr03c6Axwoxnmmpl2DU9DZFEZslApUISCw8rMjU2gaP2d5SCMuSBy7Jv46NKiVIsPyvDimu10mr6eOzTnQsVgEor9qi5zAzxnmgh3SSxHmghIokKg/TsvkQieXexfD4WOgexd16rZb9Fzanjy28DZCm77nZ/b5wPfPu3v5Pv+vZ3IkCs4S1/5z/lq7/mFZ/QPTdhwoS7i3sxKL4DuF4CnIi8SURe6/3D48f4+RIkL+IBssCD62sBXvjCFz7tE6uv3+Ch4xVpqKhjx82zyJBrLiw6+gEO9lbMUs3mvGaPwJnLARoPgDMPGELghGH0/SyShs2WT8MgEDy4dKrILklELDAjFUkzATMAKIt4IJgjjipJ88he3TBQScWGnh57rXPX9YGJ/IPrFSsfPpU9o51rxaCZOdF7qWVQlJWGs8CizFskc27FVxPwYwbkGbOgEwnummqZrA1Uzh5+n3xm1RLYo6IisiKzh82e3KfiJoONynLSjL2ubRZKz9BoSHbRbRPCmE2W8nSh41iWWIrXUIwCGsLYmyz5te7812MPYd/DH/36Hxvf4dGFiu/4m1/FV/+fX/mk3++ECROePu658qmqvveOjO/twOv87zdxxukOyr/vzCBR1Ter6uep6udduXLlaZ/bUXuD/XnP4WJNW284mPdc2Dtnvuhomo55qzQxcVj3tC5byHQIebRC28cW3orgJJWtsfZuTGh9Me7H8p+hlOygGImryyqCDyc2r9JeBuuN2ZUgCZ7NpLFMWNb3lX+1djFGJJCdFSpAo8LM+6MBoVWjBpVxVXPv2C0Z2JD9XZlOMUkiS2Ygj2ScYhievERZse3fPVlYGdnOYU7kkMgMocZMzOcuNWkQWo3MXLYRtJQ9t6XhggF1K7qtjnJr0b69/uM5jN3aOG4SYKsvLbNMSpdxt1x788bAH/m6f8hR+3out2/gd372d/Pz73r4Sb//CRMmPDXcU5miiBwDN4ALO4HxJibRAAt8x3f82jFYH/IZPj2aMHCynllJMikXj5YgEKOyv99z63QBVKxPj7y32JBRzkjsi5UzOz+WWbuJj3TyAcFqvcEKsaG9IqgqKlZGLdidjlFKsGS4QMtKBjqFOkeQPOoekzvb3BaA/c/eM6k1AxFhhXoQryyTcqLKPtFVj8Y+PSCw9GA8o2Lj2eGGbFknwhplD2EtiT0sowwerNYUYYSdV/TAqB+vhKpFrlLcVq10u3DBi7nrZBZUrNXmX55obxm7lOvvEg3dKkJ3X9a8XwVVM0mIngkKZfpkIDGMvyDYwzbs/D5+HfG+7xhctfjb2it3KL/8y9f4yi/8Puv/Crzysy7yd9/6Gl784jv3gBMmTHg6uKeCouN1dwS4lwLvAlDVd4nIzTt+/iJWcn3GISFwfLCi7xuqqkNVEFFEMrO24/y85vBwYL5smZ837AuoD/tdqbIHtCKoBk5KeVGylUixDHBOdNVg9CkSULMdF2UTMGTMQoqaUIDrdDRE9oh0ovT0o1dr0TwiMvYTt28MVppZeEAsYv6eRKuRuVpIyLrtvlnf0mYognCuHSpmSL6U3t1jynl7xiSWGUYRim+s+hEahPMxH/v4yKpUVIBpEWcIJ2T2CGPm2SDURCoye2SWZJsFqUoQGwxde8DaFYWkMfCpbxDi+CBts0b1/mnJNdVz9Oz+sO4iVCyJyu/vXnYtZCErlRdyUk/m3f/7dT7rN72ZSoyc9aKXHPK2n/pjXLq096Sv0YQJEz4W91T59HGyva8FvnHn32++Q5f4auBNz+R5FYQQmC82tO2GGGE+72magfl8zflyweHRmpQC9+935KBc9ELkHsr9TSZ7eS+jtAinJESCawttksbKC3ZGvrFwkjyzQEvpdMuejMDalYb7RA4ww3HxcqVSvFRNUF/kB/WdqZjYIm56PiOpBISW2oYhY6xTs2kzs/NS+u00MadiRmTJQMTcezYk83NFx6HMw3jeFriyl2ht0oc8cYZ4++ky8xJp8Xo9wDSbMyIHVGSUBnMXKsG5+KGWUu3g16dIXzLqPVUZr+/tIdM+iAqz28tqpefkfUU7TkDVjASsfOvdUv/3jMACM3YoRx/QcSNRGMaiIBmSKu9/7xmvevBvcH/zRl5afytf+Vnfy3o9yT8mTPhEcS9mim92x5qbwMuAN+3qElX1dSLyF3ecb97zGFrGZwSHB6d8+H2HHO4b2SZnoa4HlssWJSEC63XLzbMZh2QeVmUhtkifamKvUrpccQAs1TKZiNKREGwU1YEXR9ckWrFMbEMeS27A6N5SRPm12kDiIx9TtfaFtiOhGYZowS6rkXQCuwOeSjAwf9Ayb6IhUKlZpkU3Nbe+YyRIZq61Z0Rm81ZccMyqrgcCcypuyUCHslA7b5ViKm6vY4EqeAfzSfQUPWDMvHBqxxR6LaQXe9+9X6EiSVloTaYHCawx2Qph2z9Ed/uLWxapbRKKAMO+U7SeI/OUYodXZByWv+fxPdo5NyI7LGQrWSfyOAJLUUSVfTWdadBAktL7tAy7UaEj8x9/+SavPPjrrEkctJGv/eOv4r/65q+gbe/FR37ChE8e7rknxLPFb/o4P/OE33+msLpV0dQdp6c1i4UimmnaDkRpm54PfvgCly7cIuXE6bBP6o0Buh8DvQwgFWfakzXQY8N/N5qZSe0ZYh4Nsls3houYx+ja5Q421sn7kL6oNlTUCucM9CT2qLlKZ2J9Uc8M7WeTKkhw4gtjllX5MSuKBANmRIKWOJRppGEznocw0DMj+DgoywgbzOy8J7MWz2QENiRqMg1WOh3GkKIMaprFJ1089bJ0ZpstBoQzMvVYhrTgb9+zbcRCW67rkoRNyXg88/HSGwwUzWIGz4y3Q72Kg9A2GCYYNxVJLMMvhgZBzBQgjsUb24rMaOic9lNpsHKrF8jXZA+ifky194YojUay90vXm8z3vendfN+b301Hom0iX////Az+v6+fguSECXfiniqfPtexd3DCfDEQQiQNggQ4O5ujmjk9XbA/75jNek5Xc64NsCJz0FgGGKMwrwdOs/q0CFh6GNhYIc5LdomWIt2wLCR5ACu80e3Cm0eHleKUEz2rWUjlQv1IAxQyTyRSqVCxGxDt+7V/rdbgNm8R9exRiKxJRCzgqBhZaCmJQOScjoByIh02l3HrxgMWXEy6gBcsseDkZcTi2POE2IoEGcQmkBQh/kaSl0KF1kNhKdMGzVQKkGnULfhEtg/HThZum47bpRX9yFW1sV2qhWrDuEnJbANi9o1EKYc2rqeJfuzKA2qFuRy17rJz7ldhRWLtn3nWfNuFEVWiCoNmziSPP1ukJJnMSdfzPX/jF3jhwTfzUP3XeMH8jfzI97+blJ58z3bChE9VTEHxLqLrWlQzEpJL/yxo3Do54NbJHjHCydketyRxf4AXzDI3k7DOJr9YD4GLMbMf4CNsyGQ6F1GU+X8Lqccu29aDc8u2XO/8W7AeFSIssFmClffprH8V2TCYJnHsUBau5Xa4cAlMaKARN9b2nKbS4KSYbamzR13FKPSaeFTWRCIrsSzSVZBj1mvkWGVwaUaHMpARP99IYKEV4c41+/GiZMlexQg30d9P6ZeWjUKxdpt51h38GvToOJNSChOUrcF47UYFQU2OAsbQVZQk25AZdmQYI4dV3ahdxSUhdp0XRGY01H7ldSyjMvYWGxUkKy/K+wQ/n7DzCAe10Vc2iquU1GW8yIlMFCGWDYhaxWHTJ/7s/+3H+Yzm23hl/Db+0Jf9EP/2J9//OBd3woRPbUy1k7sIQVmetwxDBZqJWanbTHOwYrkaWHc1q1XDnMA6wo1NZF+UKHDSB0TgVBN9ynR4FiJ5LG9a4BNUlFqLRi5Q3DdnWK9pFJKr6QYDZutWIVyno5LAoMmDRMk3lSInKOU+m6G4HVpchg6Xfl+FWdBltckTBzudwMFDdhZlRsVahjEoq/cOG2A9XjyhU5uG0SIkLcGhGHPvKAa3KonHDIwVpps0XablsdarFLKKO/RsZRaK9W972MkQywCs7QvoWBItZuw6jrrCy60BY64qwbJqCXZcivqzlEvFxf/2e3OtjOkquxZxRoTqyBZERdiExIf0jBYLqiu1QFcmbx64fXyN0FKxdhFI0Xz2/nvJJTwnPs4rusHBBWre9T8/wv/jX/0DMoEuJBYPVrzuv/7t/OE/8VguihMmfGphyhTvIlbLBaoNaCKlBkRJgy2f58s5QZTzVU3oI6kXPpIy709wPWUzBU8VjSpn9OwRGMSCRMCCYs12vFSUMoTYskGbWFFcVzzjcXJL0GLgbYtf48bjs535G4VQUoYJqx8zaqDBmKXBF1TxUGsLdx5/t/eAUQPR5QRJYBUS4qXLDOamA3dkUsXBpnQSM71an6xTs6FrCZB32nx3BsRSOkUZZPDXshJl2f2Zg40RcYpVQU9mEAvsitJyp9bz9hewkmvRavqmwkvKFWHUUtonLyOTtugRs1+3ol1sdjY8lZaruw2O+PVfaWJfGxKwpzVnWK/VrqVSZnuYl61y4gFRvByexK7sxn9mz/WV+1ojJA61IanSi1lKdP7ZfvSRNX/+T72D+9s38mDzRr7sN7+Ff/PPf/2xH4IJE+5xTJni3URW8iCsVvu0zUCKNuV+uRJmtXL9ZMZemzhZ15wm4Tcw49d0QxHAfyB3PCqDZ3QbK20qtFIIGBaqzKmmmFfrqPcrCZTlF2EslRoz0aQEc8yi7VwS4sQdYDQO346l2n698pConq8JJVBbf1HAynNetuzVSodRjeXZULIxO+/BF9sN22ZdCYZ2GTON1gTEGLJ4mVK2JcxtZOT2ntr4T6FoLy1DMpegIj8pCsqEkV56yZS+aquRtZQS7rZ0WjYFxdquRliSEbWcu6L2LC2OEoxay8BkL1v72XWUfiNAZkHtkpWe4H6x4gEyIpzSeRBXLmpNL4kDhY1sHXIiwrm79ZiJvLLB8mGTmcjYWwSTgMw00tFTU9FJptLIArPaW/tdVhPpNdncTODd//4m//ff+6O8OC84jDUvfMGMP/fP/hNe9MrJSGDCvY8pKN5FxBho2p71piZlYbVuSBkWbeJkWbPpKnKAWoAQaBQOCXQKH9CORQhcyMKKmrX0nLuOzwgYu10/bgtOI9/RS2+l3Kmena1lYBDTF1yi5hYDWTODRGq2lmVxzGQs66i1IqqNnbJAaX3CtSSi7uaLPv8R095ZlprdJQeW5VzFxPI9iQ1b2Uc5fxUbTTUHD2J2rD0qBhJrdHzfYxzU2/89lkoVzwKtxBkw9u0BDYNLMrLojoGAvX7cuapl/PLu9RYxFmgpq5YssHR3BQhayqRqxCWUXtk68gCzsRcbPPiVnqzTcbRk04GOwSQwnr+KijFRgzDTRJkFWT63SKDXzAUabkqPijkllS5x9kw2+xlHIgutnOCVXeaR2RZl1Wdf2nVuUfa09nK68v4PrPgvXvUPiUTOJfHC337IX/k7X87zX3L8JJ+cCROeO5iC4l1Ezgk0EIKScyBlYdkJQ4pohq5XVrnmZFOxUWM9zqlYkkgaWauwpmbpFmh71JzQ026Lf16OCyywTCthGVvJQYocI2NSjMGFACoWZM60Z02ioeacjmIGbkOCbeGPiPWwNFB7PlOIPragF88W63vVeKkURdxybuOEmV5s4e8keYZoX9/2L8txSocPBhezj76ian3X6C9651SQEhC34nor5VqGDGs1BqyVNvMY/DckI+PgPTexcm2FbSAsezSUDLFyX9fg12hAbJPjG5Yi/9CdMyvSGXPXKSXnYutmZeFCmooeijKJ7BdoTqAjcEbHHsIRC27JxovRhdPqTkMqbGQgEulI9r7UPHIrynUTKjUnnhmRcwYGl3HMMJ1mAFaSRts9ETGWkEKlkQHl1APocbZg3aGoZn7+px7l97/8B+19BuUVn3eFN/zAV/Lil06Z5ITnPqageBchQej7GiXQ9VY63Qy2WK66hi5ZptQl2ENYevDaJ3KLnn6n+9Qz0IlJHNJIULGwYUbeAZGi67NFtASSDvU+lfWRShbXu3VcS8W5GBWm1sAQ0lgi3DXCrth6eUYPOUGFioiIubVkEiqRpOXnzIvVFlJbUHvZyu4TyqYExPJmx8zWFt5CyKn8B7IIcyp6TQSxUJnHgLPVL+4OZm6wQcVLHaiCMGhA1ELiSnrmbCeSlB4nlNmU4mSZ7fEEI68kyggt9UCZUQ3UTjgyJ5utRENRz2bN6tz0p9sMs2T/ZkhesrM8ZpX2vqw7uacmqLka1uxrZWVqL1sPfo0b8QAr2+vhMbvkfChKJZGgyppEjdL6dTnF9K2boH7P6Pg744fo73MRhLnfn+eYZMdcmYKX9TM5Kz/9sw/zBa/4bnfqqfmMz7zI9/zL13B4PHsaT9uECc8MpqB4F3F20rLe1Gy6QEpW9AyqrPqGIQXIgZX7gy7VlqyEsiDQ0jLHpBg9cBbMwwWxzLBYr+UdIkbnq/aaZMFBrUQZgawyWrH19CSxwlyP0mnPSns6UZpgmUvw1yhOLI3adAlzl7EF26QZStBqzLiqneBbqc1jLEtvPy7MVnjtSCZElzsILIIPQTYRfCuut/Ny4VotA62AhYfpjVpw+RiVhh94tKPDzMCVgSyRqIMHLYEglCOUErL1GY0YFD0kJkzGEdV0gzXF3M0ZuJg2MbI12Kt9VuaaRKU2tLkP2U0DSlBXosaxx1pmaBoj2IlHIiRN3KLjQCo6TTQeHGuEqJEsZo0AsNGBhuj3gZ3rmfSgPgll3ExY/3EhkV7hJp1ZzGlkGUqOvg3t/jERFSoRmmzDoi+HmlPJLJxYVAPnbP1hgwQazazFbtYB5Vd+8Sa/+8r32D0rgVe/5kX8t//Tq2maaTma8OxjYp/eRay7liFXnJ03rLuKa2ctp0NFv4Fr64qggbNOWKtR43tRGoRTMhcQPkzHOYkz6bkvz0m+I+88V1AvYRZ+Jl52K/0oit4PG4+EWmaID/k1/0xjta5DJgV1yr6Oi7SiBDFdZI0NJQbTs8000Gg9iso37JZRlU4SG7cQ2Ehm4wN7KX1GMptdgsyYxuyOT9Lx7xakxPuJyX/OJQoeWaOOKRDifTubUWlXKvlsxk4y5zJwI6y5Jhuuy4YVFiCLEUJkW9ItYaEIQYonagSCCke0LNxyvBiCi28SdEyqlJl3CfewzK4jg4vxA4KKkEijmUH2/xqCz7G0puncp5RURBqJLgvZmgzMiTRE7zsqg5dOO9JIGLr9klu5OKqd34H//pLEwlnJg9hmq2yYGrVAPKgF7g1wpoluxwLvBgkRYd+zxTXF3K+8vngRPTMgJM38s7e+l1fsfxsXm9dz/+yb+PN/7J+yWpV5MRMmfHIxbc3uIq7d2Cdn6IbIug9IBI1mc0aGj26spHgYlLMMrUIlkffphoQJ7GdETiRxlQ1xh5mZMQJHEemXblJEWAu36elqD549mF5ShMqnX5xKj2QdXXGyeCYkRdFnvTIBliT2MO/U6Nle5Xq5Djtu54OFSz5h0x8yJ7LGSBzqchDr343YCYi7EC811pj1XaPRCTrCKTaH8kyt12VsVvWeKqMUId52+MwaIbmLdkVlsyQ9LKlapzRLka246TZeRtUioVAqhUYrWg0MaoE5BAtCLXGUYlRqzN/kOV9D4LSQfDTTS/JLYJ/sjGZbosR8UYcxrCqJxAAstDaGsAqH1LQa6chswuCBT1hIJKsxjlcMxo7FJpCUrm3QMqJKvGMc6IDEQBMiq1HV6D1eBgRhTWaPyJxIx8AlWj6qmfs8aN5wO/cInGMbvqjCmWzfTXlPpq/dNZ/w/XmGH/vBf8+/+/73U4ltxP6vf+k384f/m8+jqqc9/IRnHlNQvIu4dd4wKCyzLTJ9ShynmhMSF4KSstDWymqAiwQWQXl/tlmDV2XNXGtb3FVRydQS2GBknKqUy7wEWsqGJUgy/tuE+rbQbsknFjRspuCZdGSxxfpEB+JO/6zo88wRlFFvB0bEaAj0qlRO2bf5iFCLlVrXZDY60InJL7YyCM+6HiMQIvY6PaVrOnBK4D5tWJLIClFMyzewZckCPvrKMt1d8o051ti7USklVGUGIJleq9EntGSkjL9vmYwZIdg1icCBtiy08n6eBcUTegtyUnqHtuHoXY6y8A3KnMhNOval4UQtgwtis0VKsChGAIUMU8q/QW2iZAbmVBxobSOvJIykIMis6Iw5KnYn1Jghu2AyGXYISoW1nMm0niVusIxdBTeGt3Kumacrc4x4FcUUlLZpqjgF5hTzerOW6zQRxEZnDehIkCpEMBt+vb3mUQOVu+7MMFOIUq7+h9/4y/z4N/57QLkx6/kj3/jZfP2f/mzqelq+Jtx9TFuvu4jTHLmRK84QTrFZew8n86i8loRKYC4uxBdoKmUf0w5e0JaEcs5ARaAR8+0si+Sgu0OhLBgUQkPeiYplGvzgisNixRYIXuwTGgljMLUSYZlgoWMACGCGAlQ0RFpnTkYPcoXoYrKHgY0X7DpJnEtiUNMj9l4YjOrEmfKidwZH/1YQKwXOCZ6xKIMoSxKNG7OVrFgpAvNtHtL6f8XYADEZRXYjhE4s79m+g938pbyznfFVArWYBEIAVcuADtmO3ZprxP5nm5gzBg5oOaah8X1nRWRBRVClwVieFnCtxLiid9LUtr9ZAn3pgUZgXytaiRy5rtH6ilZqbdXUlw3RS+hGxNHxOuyydW1KiVA8Ve0DGUg+DcXem/njCsX5KHvgG0R9w2afx6MMCGb0oJjc5YTOQ7n657YNimU6Sdms9dhMz8qvwQa7f6LY4OcBuwdWm8Qb/sL/ysv2vp2XNN/CV7z0Tfz97/iFJ/F0Tpjw5DAFxbuIlRpzsviPmr1X4HoWmqCEAKvePTbVROgHEtjzxb2UPY1qo66jy2NWVFxQiitm6QM2OwEAcOak2ajV3lsrHqWWtVmpzaj4W7LKoEry/lCRNYTSq1PTs5VyZfFDjSKsJLOWxFoGVpKogpicwDPMcdBuYXnexrJxSPElzSwxAwMEzsVk8DN/18n7qyJCMTrfHfArCDMaspYgvx25XGzZzDZOGRi8A7rtZSZf8MvPGInGAs2eVp6pVTTULKg4yiZI6XVg5qO8DojeW7WgMiNypDVzrbjp+We5RzaYDV7Ehj1v5zOWe8jLvmL3UkNk36k+MzWjgVYDM40EsR5mhelPZxLHDUPNrn+Q3UsbEoPfM7fYmIMSW/s6VajVCueNE4ysLy2o2hzKhxnYQ7hI9P64BdWNZ3zlvWX3hBUtrkjbG8F6sXH8DEsWOxPTTvZ+zCSwIlFs41uNXH9f5o1/7n/ly8Jb+ILwnfyOK2/mf/wrP/VYj+eECU8KU1C8i+hQzj2InfuiM8N6OLUI/QCzYESNBEgO1MEWu4sevvapzU1EhpFlWozbKrbG4JTFXQs1ZIsM4D2yJR217+Atg4I5te3VxY5elG41wTO2NMo1tsbXcWRYGuuyCNHFF3crm20Y6JxxWY/vwH6mUctsdtKVj4FluSbrWPr7bjDBf3GlUXbVebaA1uNCa/3LUvLV8RoG32S4TtAX2I2TbTJbckpGUb82lZeP22znHjRTETmk4oiKizTMsvXONiSi607Vy9NzLMvc84z7srZe2t3auBUmKeAl6VIRyAzO2F17mXNOBSpeKbDPocEmoGS18nLv9KsyOLnkZkG3j3vGNKQZ20RZZ9W8WsHYx03ZZqgZBwjmS6tikpWrfuVAuG7ULhrP8FuJrCWTpVQMtkxWq04UR6ZMViX4/yD4xkWdfY3bFdorzSWOn3npWQMsGdij5sa1JW/6xp/lFdHMzb/hi97Kr/67jz72zTZhwmNgKsrfRVwjsedltQrlDLjJwIKKpDAPlg4FyewFCGKDhc9SZOML+DVZI2KhZsAWmcYJOI2GMWs0sbnt/pd3nEcJB4lEmTDRqCsBRXiUFWvpxx3RUMp04kQaSqZZlinXtpVsTYpRuf1eRWDt4vykxVVFSZrpSnYotohV4DMyHDvBUfxcKuAWa7ZS8y2zNvoPJi8NZt3q6UrPVRCy6BhA086RtjYIFhQajZ41Kb3YUt37Va49x2zVhP8bVe6n9QBmi3RDYI+GAS9DiqJqlYCM9YPXZHp6auAWmdV4fNvALOn9WkcSyWdQmq1axkaLzRCvFBhhqvZPpceM4FdOhjF7eDu/2/OxLdwi3Uqakmk0Moi9XkvjrFf7XCv/7EsJt/JMUiW7ubqV/PddOtKJ2gaQRIVyw1Wp5s2bOJLG7ht1WYputaAtYrM3xQwCysYHcIekbZ+60uI7a+Z3M2x02T4tj7IkSEBU+dC/PeH/8wU/zgtDzfFCeeAVc77+7V/N/LhhwoTHwhQU7yKs9GkEjUOBh0RYamClylxtoUbMTQQRJCq1r0AtgZsMrH0xDJ7ZlYUI1ZLfjTvtoiysKP2aLSyTs+kLs2yLek1gQ2IuNb1aaU/EypEJBS0emeZg06iNVSp9ruiBI5EZnGlY3m9hfxbN42Z8D+JEDbMXKMQVm2Z/+/UrGUAllk1Hl4b0mlARRJXVWOwtbjCedYuO2satW8zW2qxcjwysRQma/H0KyX1mkvexivS+dF4bl1wsnGg0Hxdj+yxOvOAcPPxGJ4koPvxZgrv8KBsG5lSsGFihzBEa15AqmaylQKx0zvss91YtAXwTUPxO7ZrZDMhaB9KYm1uoKTMadzGobXh6EnvuMdsj7tmaPCs0xrH4vdf4+zVDCVdFSiZozQkDlUbW9Kz9fkiok2kiQTIrtbmRA1D5OC+7vuXdlnaA0LprUMJaAOL30IASxUrzlTV4CaIucbHjrBg41JabrDhwK7oL1FQK50vlQ79wzn9z4Ye4inBVBp73pUf8qW/9Qj7ztzz4pJ7xCZ/6mILiXYTZpwUbrqtmlxU9cAxaIcFKWXUFMSR72JPJJYLakr1PY5mGWL7SIu6eYmWpWo36X3w7S7a3ZZpudXYVwixX7FPRUo0T3BdUJEmcS2/WZpSepWUlC6ITQioatV7PQPbxS7bIZvFAKttAaiU5z0R0O14pAptdsdqYG3wsZhLZqBJJvhCn0dlnEKhUGGTb91TRMdPdzWiNw6rsKvQylg0DrCS7/Vny0mkpSRcqSCkT22zCEiD2qGj95y8inAGHVJyoGXkXq7gggZmauN4YshYoDmk51d5lJupEoZ4VsE/tvqPO4vXvR7HjDKr2Gv6Okm+cen+XNYFOFRFl4+zfQCmgbq98EOuTLrTy91UYxmYQX/n7jgRqDWOGWnqJIibx0Axn0nNBazYoh1Rs2IyOPnMX8lxj42QZQEuPV8ZebSmNFvpTZFsOH9QlKpLHTZidRBiDZRDbwjRq7Yc1Nk2kqE5rYOGNygpooxCSkdd++l89zI9/3g/SSeJQa37357+QN/yT38fRxfnHedonfKpiCop3EdbDK9mCshSlysphEC6qLSiI8U3mTc+QI0HgSAM3NpEDIOvAGaX4pV4erOh8OnyxGRM1T8ybAhq2kxKCbjOIudbMx31/CbA2t1Ewo+8127kJ1r+zyRczKmYaPJTYbL7VjsS+yAWSBwjF9HeDgs3pyAz+5y5GefxtQdK+VOQkNZCd8Tm4rdtYNg469kzN9Jsxgy6sRlvk49i32r67bbDL2OJ+oomZZ7eKyQbc0A7AjQoie9pyQE1HpifQ+vHMZScy10iP2bhFEU7UisS1j+9aqJCI3KcVG7HPeLtoB5NYEFCtUMR1hVs5SCFViZQNh1200jdsvGwfRFg5sWmb0W2vwnYklTFKVzpwgdZt/zJBBLQc1TZECyrPspU9jXQoSEYlsKeWtyrDaPxervFNNgzcbsxQAnAh09ifJjhptMaKv3ZuvV8b8Y3OShItgTO3GMQ7itZHtetepCzWA1eOqGmAEDKzmFn2key3Re/3QEV0vYjwyz9zna+/9HdpCVy62PKKL7rCn/3hL6WZTUvlpwsmos1dhNHoxZiSKuwh7IuwVLil2WYBBqVtBqqYaeuBWGXaKjFDPcsRBs3jQmCk+YT4Lrj1h31GRUeyEqtu5x1CCYqZViMLlwqU8mlAWGjFnjaWBe4kbNFff6E1qLiI3ezebFagZX6W9ZTelC2ByfOJLNBJHvuOFYEgJkexRfBxGDYwSkusTxZZixmghbGUKaOObvealzJnvO2cLJjskm+sF8a4cpcguBFlLQkV+wSHnXPsd3pzPZmaUuqEAWGGLfbFucbGem0daFoNHKhtPhZq7yFqNTKEy0aqbDBsXFZhIts1bwlOgLGAWHq7EdhjO5Nxa1ewy2Xana3ig6Lx8rhnwY+yJvoEE9Uw3sfirx/8Poxa7rFMMS0XlHNJ7FGzFqWWyD6VZ5yRVrY61S1reGuRJ+CuSiVcyhiOaxV6zaC47ES8elLd1u+uJdBJZulbmdp1vfcxp0E4qpR5k4mVEsSIPTY9ZWDjFYmo5oKEFrmTsLw+8DM//jBftfjb/K74Fn5P/G6+88//NDnfvtGb8KmFKSjeRQw+g++msw/bYC4gWYyCHyO0IVPXmdks01QDs6ajHyyLG8isx0Ke0BJtK0scM5iA0IiwdgKPZTHWswpOWpgBOIW+8gVG1dmFvrCWHk4hQZQbIakt0I1GWox2XxMoExZsNmBhB259dFKRXThGB0/ZliRLcmjv6HbEnfOoCSTN43VQD8Zm1n17UC0jssTLfeUnqvIaWo7/GOHYT6a42fRsTbQLKrb9Ozu3bQlygTCXwgK11zeTgkyUiiC2ISjSkQGcZKPGFt15jQzjVBGkWNVZ6XtPG6pc+biprdl4jfhGx6zsao3jdd8Kbe74fMmUOZsrGcgCM4FzNesE+4zdDEGNgVwcjqJfR9HAoCbnueVjxMw2L3GqA4Nmv66lHCoUG7zk3e+ogVJIrbDqRA3MfBtYqh5HRO9LJyovQ5fNRLHEK5+RjTgT32KIHw8qUVabgASjhlWy1V32ktn4NsgsEhLlSnSos37Frx289dv+D768/m6+PH43v+/we/mWP/evyPnxN3oT7j08bk1ARH4CuHmXXsfa4qpfd5eO95xE0WIF77vcTMoQEse5YuMlH8XGGQ2D0DQ958uWea1UA9QpMkNIuvKyEb5E2AVckhhEmWlgLma/dkJmJWX2oGUBqHJZ57S+UAdMamE7cJM4iPY0Yv2xpQe0CqGVyCxHDrDxtq1nQ1cx2r+QSGIuJVuTAAuWpbdnZTgzjO6wSR5pDHG7cy0MRQcpCvve+1yTzS5NTO5RRhjdZhWHL/Za5CrGvwwKiGXGiZ6sNkXijl/9GKgX74o8onZtZiGutGPRUmjUgmiv7gKDjWjKUmaW2HVR//4VGk4ZECInakecgUveS+hi/ByiBmZs5RQNwsz1iTYFxT7Lc8xNJhOpLJSNwa1wZLPfj2iZaWnl2s4Lmy0NmcELznEsb8JWU1iPxuXWL22p2HPJzoreAzRmfI5VBJJfxyjKWiDqNuvelk6FBbWzmcU3YJE22718QeCG2j2dyFQit/XSEVi7TKan0HMCC8R64gjrQTied8SgVFE5G6wqkj1jPqNn5vm3eC/2RBk3D0mtd31O76XkjKpyftbz49/5H3nrd77bHJzuV/78f/+F/JE/9rmE8PHutgnPVTxRoVzuZhATkX9+t471XISqPY5GeICzbLZYrSp1yLRasWgSdeypay/QaaRplCFlTpM9oDdkzUxqTllZRuGLcvBe5D6RUwYuauQGiT5Y36QlclM7OskcUlFr4ECrceDwtqTolHe2ekf7ui3eB2ol2qhmBj7DGLUttoBvHVdsF10KtkV6oRTBufEgbfEt+ZvuvKL37my9Q8kcUjuhaGAPE8APFK3dllCzC/FSl30GtpCZaTUgjCSXTLEVu0MD8hib/KK+7Am0rv0LHmqUkuWKs2iNYVu8O21hDWw0cVnnKBa0yjBjk9kIc60YGHzepIzSBwVErcRdyuGl6ztmUOO/bHRTTWZZvlsCoP+7OMmU3uTgG5UsgeJveqIb85rFfE4bGloCc90GSOsul2pDcO1hplILHC0tqomazCnmo3vmvN61bxgaIqrFFcnuieKs1DpDOlJmqtgncU2Ts5aFRoWN2rMwjHUHD5C6vTbqn0SRdDSx5NaJxSxx2u2NOtpBjU0bPRutaTgncVkivRaPVst8G92G9IAwo2JFIop1b29+dMWfee3b+TN/8u0AHB5G/tAf/Qy+6Y2/1+ZRTrgn8ETl03fd5de628d7TkFEPHsq08ytZDTkyDKbxq3vYd4aW66tE3U9UMWBrg/c35ZsRGzcEIFQelCeORxrwy0Sz5MWFSPMtNgw2TN66zFpZVR4NUeSPaqRyVcyz+KMUmkhJQTPKre9lT1qKt9NN740bkr2g+nWokDHwJn0lCG5paDaj9FGb7vJ0hhIZcwXG+9vdZJZk0Z5wsguZCt0L0e1iRi4pi6M5cs22yT7Grdmc3u2WoMHnJ2TuSMg7jJ3i8DemKe4cbp6mW4rgSlmBsVftpRQBeWM3oOrZbt7yPh71jOO/tn4RA+2WWLjQWmhkVarUTpRE8aF35Wn9IgTWqwKUXJyI6CUMo2/ZdkOQq40oG4fWBGdLV2Cu90xUcNocSeUrFjGfu0tNnQkbmnHmSTOJbMnkVvaE1GWHlDwaxMp47fMhad2V545Fa2/eqt2bxxJZF3Z5vLI39cm61gZ2Ba6rVfZkTjHZ376z9Qos3bDheMV+wdLFntrFo1lyBX4lJHgBheVT2Dxgcmi9JJ9fJf65Jc0XvstUzl4S8GzDL/WJyeJN33nL3C0eAOH89fz0hd9Cz/zM+9nwnMbjxsUVfUvPdWDisiX3c3j3QvoNoM/GEaYuEniBomDEDgQW+Rjlem6SFVBXSfqKhODsJgPfKTTkVla+jABY8T1ZLKaQ86+wg3tGdR6Q61a2WqhlWeVwb1x7EGH7SJYMhzBxNOhBEfEXWuC25mZTdgekWILF4EDanqyW24lVgxsnFRTSCuIiftL+ITt4GIBdzax7+2Wh03TGHwHXjNQHHPsdxLbPlLZ95cgVqHjQgimcQwqY3YnFPLIE/R+ynu4LbhZT7S8k+DncMI2a+tR1n7s4JuCmV/tORUdZV5m4FEngsypqbQiUwwCjPhhC2ohmdjvZIS59/V6MudexCza0Lrcf861HSgBbUtdUSml1DJBJPqfyjGNb6z6kWgFTmzB7i3FpRijsUMmauBMbPJJFiPiVFivNAEXmVnJ2+NWi9D6Jq9k1dnlPFHFZoFim7ojIlcEVDILhAthoI12fUxXixvV+73kz525Ndl1bbE+dIjK8eGSPgcWs4GTk32i2ISVtaeX2T+3hGmERcSlPowSK2W74RlHe/mmwVjQ6sSlx88Ir36049Vf+oMczl/P4fz1/K7f/hb+2Y//yuPfkxOeFTwtnrGIfPZjfPki8DrgXz6dY99r6Hqz46oERBMdiUMarmnHRanZ08iqh6O55ZNNPZCzEitIqWWfzDmB65rZE3NBSb4vr7IxT2tfXPew3OhXOGUQ8zfd6EAlPoxY447+S73kZeGw82wgesen9HaCL+SVl6FmFL6nuMjcxgEV6ktHYiPZPU4Zg8outqEreHa5+xMln4GiKDt38lCxNivkjju5fncSdoLacNzKg6GIeGoUyJJAzTbvydAhirmAZchl7qH5kvZsre3AAtrSM+RSsbTsNpNFWdFzSefYDEj7mWMqHmZjAUq2gd/eTzB/1Rw4GIUmZS6imW+3RF+szTc1IFaepMhXyigmbrt+g2xL10IysoxnscEz8sEHEZdFIfoux/rcNsGiUrNvA7ggNSus9xoIdJpoJXCmPWfSW4/Pe8EdyorEJa0xg4cybhlmuPZWzT1IUOog/IZF5j1r4VyEK1G5PiQuaMOtnOhCKaBmKHaEO3SwjHKAEGXgfDln0dq2YTHrqPqKYV3ZBg/TdR6qbfgCMpqgBx+NVjYXxSq+UkXV5CIbSRTjuSxQo3doch8fP/eua3zda34UFOZZuHw041/83B/ngRccPYk7dcIzhacUFEXkDwBvBd7DY3/8L3k6J3UvIgQZ7aVXom6rFniQirVCG2EWMyF05r4Sew4PNqxWLefnDZcXM24uhX2t6RCSdm4CXcpO1otqEG5K4lCVi9pyQseCmo1kogonDMw921z4x1syitKZihRjZVtMWw0kNU3lQiuOqWkILAhkInskzjAR9EwDj7gbS9795Hf/7ovCANRalig7ky0B5PZg0FAxU6PbG/HBJ9drNo9Ouf2lLMsM7I7EAhP4l3Bru3sZCf9l7NYubivJsi2dbL9uWYNqYCU9+1pGZNkJDf5za7HMbWPUlvEcEsoZ2YcABx71fpsdWcb/rwkuPbBJGCVDKbMr9wksySxIRCIJ3ETAru05/WjoHTCLvezGBuVD2WXB2hzHavwsZk5KKVWKEgiC4hm84RaZS1qzJHGDtd3vKAdSDOMzyS3ZSs8yqJHDLmnrhfgwlr6Dl0pbLXQj+/6hZIaUeV6bYV3xK8PAA5VwfYjsKzyqFs4bCVQSEbWJGkGVmsokF5JZRHjJix5huZwj2XrYTZ1ZyMBCjQy2J804q7PwAs6xYcsyVj1Mg1o7q7v1LeMM0wyXcm3l494+IahxEvL1zB9+4d9jTyueT8uXffmCr/r+V7N44OATO96Ep4Wnmil+vqo+bulVRP7mUzzuPYvNavDSn00SWPjXr5Fs2kCOPNgmqqjUVc9s1hOrzKaLxEoRyVRa2UghhbUMPm7JApzXibgqG4LCTd/lZlHWXlq9qDOO2YoWLBiGMSBaIPG+p1h/TBSyKm0OHHlANF2ilcNMRmA0nJ7MRowVmnebc3cGxJ2/ms7P1W2ynYWo5QdU3UoaDmiJCMe0rBi8JOWDg9XKsuXAOwkqC21YMrAvDXsaXPNnvqjZS2u+8hCE20Zt7bJZSz8x+PvOwJ5PPqlF6NQyvgErobZYz3U1hvxtfzHAGHLMJHtbvB2k+MhuNwkWQoTae7ozrwosdQAxslAFdP4ZmoVacEebxEaUQUpJMYzvu/QvSy/TmMDWA99oYp/G5jCSOaZl4+cYMWLLAYHLCLVAWykfzcK1lNmnZqGRG9Kz9nv8Ig0bMtdl7ZsCLR8x5paUOPC+YfTszkgu6u/L3nMlmVnIXNVMGITDNvO8vqJJkQ/Kylxu/IOLWIk2uw9uj5J1YJ+afQ2IZH79fffz4P03aedrLkd4+JEj3wQMqFjgLuYHGWPX1iUz9neSpchSvD3hUpua6J7BwTZunyifRssm0crqN+h4Pg2HUbn2c4/y9i//GyA9V166pPvsL+GL/uzn0165/Am+yIRPBE81KP5vH+f7r3uKx71n0ffJ/S0Hb/BXZKz5/xCNLcQhUFeB+aInhJ75fMOsbcmp44M3Zu5tmXwSg9FcEsp9umBNT41yoLWxFnFbMDXq+2VtWLsv5Qqb8p78Md9OOXdtFlZC7cR6cYtsc/4qlGOJzBT2MHeTRouGzokcBFYy3B6VCu6oTxaWpGCSiN0+Y8nKbPZfYQDa11cMoxj9nMF7OcXey4KraS0z4puQI42mCRQbk9Vgzi7JtwODB50G8eLl42PrmWqBJqo6UcY0baeUoFauTTI3HxIB2wj0AhtNVOJdON/XJNkR0GtEgpV38YB4qA0VxkgdgAU1SwbOsX7zRpSoVkq1vmvmBokkNnvTgl+ySSwCSDGFuJ2gUwhQZ9JZpYDAuQy+LbH+YRmYvCdCrHtSUF5QJ+7LkfdtlEETMw1coeWaz/dYkTjUlg+H1XiNawL7ajrL6J95yUYFRiLPrrb0ug4cVAMvmQur85qrWF/xoK9Ye/a9ZcBaMXbwnq3JaIQ2ZhChaXtyqpnPT4lhzdHeHo+c2mZhoTXn9ERM1lGMGczAPBMxlx1Vk7NYX7yn8c790u+w2k0KPga7ZYjHgY3hqrihG56vC9dGDuzv9fSDMN/LdCc9v/r9v8R7f+h/R9ctHzw9hN/5Ar7h27+IBx46fIK7ecInimfKu+glwM8/Q8d+TmKz6scFuFVhjtHWD7XmGpnLVHTJJvahA3WbuHZjTqwTi8WG+xcDH103LLGp9lamqVlrR6eJBTW36NkjkMRsvQb3r2wINgZKM9elY59oi5sI/WjmrGPQGbBFXp0d05MIAWZagyotZmJdiTJg7jxrEoEwlsw8cX1CDJ7JNl5a2rVdS16fTJjfq/XGbJK7lXeNN1n77+0uN8XKThTE31+LTRHpyR50ZDzP4jjTYe4od2odR+zUUs1NU1DfoKCJW1h51wYYC2tKALTzGzBT8SzZAp4zklXNwLpS+zxMoO+kHrXzRYsWMHFEywJhKOVeL9kaOzezlERWC/A9SifJj1mM0O3zpjQ6KSbyhrIBUSzTsckgiRmVmdFnC4gLKo6AJmYuzAeurWGQgTDreSEtoau5mY1gNPOytwhWTWBr77Z127HjNrq1pWs0jpWDBpMA7YXIJlecD5lfOVP2qoGPrO3zvF8i79dEpTCTmlojvVgPPwlkN59YELmelQMdqCNU9Zrrjx5TNz2rLo52hIL1Bo1sY3NlAJaStz7Dfva1msnAfKSwbbP8gUyNsNrtJ+7etI/XZ/SfSQpXtOWIyL4EmlroB2E/Kt2m5sYHL5O6wMmqZSOBD95SHvmHH+Qn/9Hf45G4YnZf5Df/tgd4y9/9amazaQLI08FTdbR5u4h8jYh8tojctk3xf//lp39q9xYu37/n9lA2peHMd7Er1HoQwXbrdbNhuZ6x6YTLl1Y0VeZ8XdFX5hQaPavIZAany7feXyoL+33acJOe66zNi9OHunYCRzQ0WpOwie6F+FF25SvPPnufRB8KdV0jx1qzCcpCYBFLjLCwUs6hlp0g9XGYK4WW01Omx+OLs/1iWSpt5JQFR1tcIi0VB7QW/MsLyW1/+IsYMzN4f2jXxaf8Z0HMJklsPAu77SR34d8q4bsMCh7Yagk3fh2XDGzcnDyLmkk21hnbeJ5uGYd1ctdS2JgmQi+fQXm1mUZm1MZEFeHQz7n2ykNhQyqJdUic+1DnPpQgi79Ty2p2H+6wc02Ebe+uJzGUuYfuTqMio6VaI0pb96QkPHDQU0XhgsCVRc8LIlwS0xfOicxx/1aKZyk0akzaI605cs5m0SaW87CyqRC9b5dUOSTwEJEHtKHpA5cQznPiYQYiykoSgyZ6H0RmGbt1j20cV2K/ViRnQjWARO573jWWqxlD3/jMRjOksCkzGcvRt/3U0hUtciDJMNfIzIlFpf+4a6M3SpDu6C6IPsa95miwVsWe1CTg/ipSC6w3kaEXhr5if9azmHdorqCLLHPNqXeUezIffnTFP/2nv8oDR9/C4ez1HM1fz/f97Z+n74fHftEJj4snzBRF5HOAn328b+/83MfSCj/N8JM/+l4XKAdUoHfSyDFW2tmvMiEMnK8bXvrQNZpG6TaRZrbiYF9Yr+dcapWPbiKDdBxoAyiNWqC4SMOJWTFzTXqONKLUqAhnOjAbSzuMD3nCFt5a4za7A84Y3HkF5r4IDmQuBns4F7UVHGsRGCo6/93OFXhWiPO844mYdmL9ysKyLCL88vMmdC/Db20c1ZyKqGHMpMr4KUvxSvnPlqLoZbMyU9FCT5GZ22ex1kgUpRS3GnAG7jZz+pj3IFbSWqFcIFoGJ4lebarGUpOTmKz/NMjgbGGTr/RkRIzM1Grlm5HkQRWihHExt/djU+vnVFykYp/IoWzfb09gHyP7LBlYSmZPfeqJT6QvpfbSFyvqx60MYyt4N/2lOc0ENWuz7IQeK/3bPdF6OaDrI8f7a9qm4/l7PbfOFzy6UoYwsKDlFB3vDFAjvGCyiKiBPa2pCAzKSOapgVYjhS9bsvkM3NDESgZWGS5WmV/sezqU/VCzzInLzLjEjBO60cWmWPUlyRyEmlkWPtQpSsvLZAkycOvmnCr0tLMV1WnNkQrnLjOqCCxJzL3dEMdwaFe0bCZK73emwpJgkRKzrQtiW428vbPsMy63fAmMdzwvRWsb1YYx3xrgsIKqUkQiKWcWM+UjNy2gP3xS0zp7fKA4RumWSGbtc/70a9/Gn37t2wgCly7O+EN/9FX8d69/9WQk8HHw8TLF9wL/QlXjY/wXdv677evAj3wSzv05hZf9pos0GjnQyMydQPYQTn3n2KtQzwYefOAms8UJR5dusjhcMt9bM5sPrFOmDvaANWrTC6LaJIwHxnKNckDDDe1Hw+2VDux7LnTgC+otJ04ElHOSj3yyOXeDJDaSWJOJao/4BQ08T1uGHKjcXisEaCuhisXdxRaDXgqv8A48wTao9xJU0RqWnx2Atdq5FeZf7zMdixav2FlXO6+Y1LIJ9ax67vITVUXVJl4UlaJtEHZ3/zL23p4MBpSBnoHMqQx8RFbUwAkdp9JzRseKzMYVmFstpU2DNylH6TVujb8LwWjwIBYU1mqs2z1s1FEriX1gH9Nwzpx1GlV5hHPO2bDRxKBbE/NtPs547YIWtxwdS/y2vAfSmK1CYfL2XlrfkDlXmFWJ5Toyb3rqoISm4ygGWgXVzNyzwzPpEbEMqiKypzVX8pyLueYgV/ZsuJmEZbz2qoplhoHAAuU4CPMKntdm1qHjIcy84AzlIjUDypphdHvqMAKUdwPo1aZpBIHLTU/d9GzOZ4hWnC5nnCxbChM3+2iqlWS3yzMCUxLIgXF+aHBz/bmX99W3hkKZbbplEd+2v9LtItvsfK2g+NJWGrhORyeKVAOaMifrin4IrNctj15fsF62DEmpA6z9dc4l7TCqy31+O1Th0WtrvuNb38WF9ps4bl7PZz74P/LWv/V/PMmn4NMLTxgUVfUW8A1P4bifdkSb9//SDS5QocABkT1kx6Mysdd27M87umGgroRhqOj7SMoVe4s1Fw6WXNuYE8uMyGUaliRWJJ+iYHvxDQOXadloZqkDUaKTT4Qz6VlLovaSW8RE+GtfrM/oOSPZRAjUxlGJLUZHElhE4YFaQGC/7alCIoiVdEtZrNPtAjDiCQJiQLalIy2lzC2EMk4osE/DQqodf87S9YFRVammn2vcaWXuAS66WqyIB5zfSvTwaGbPZRFjlEU8JvylKrZknQMa9qiYa8Wt0NskEA/c515G1Z2LYf3UTBd8ALPYtY5uQpr86th1sV6niJ3rQbBAuajNIlDGxRouev5yhE2wH7C5kLtXdVucxA0NArsSGDxvV++/FlPtBQF8/JIZNgj7pjfgeH9F1wspKOusqAxotOM0mK51LtEzl8hcK/Zzw1wrjmi4RMseNp+z8R7p4O/lgpciNz5X8izDkAJXdWCvqrjpmsD7NLIJyk16DrVh8OcDfDPgBYVBMjfDQINSxczJ6T6xVjbriqZS1oMZzndin8RKjSTVCUQqkg/eFoXBg2Iks2CbAReHWettC2XgVZHI7CL6NWqILErQVOuNz3Kwocpq1aCFRhZZCLWy33QMQ0VTGwt2lTKnWZGQuMXAOaYV7rGNzdYt6vaFXW87F/vXtatr/sKffBsvqr+Zl9bfwlf9pu/l5//dw4//THwa4eP2FFX11z7Rgz6V37nX8crf9gDHBBLWuzmmZo+KY4F5FVj2kape88D9JywunnJwfM59D12lrgZunsxp68TF+Zo5wmUa9gi8jD0uUHtpJPgQ44q1ZDovx3X0LOno/Kcqz46M+DHQiY3IOZWBJHAiHUsZRml4rRYwHiWhSVimQFv1ljXGzKxOzPyBW2L2c+L9qjsnXTwW8hgsDHdK6Mt57JYfLQiW4ile0DKUxT+TUTEae0MkadrpmVk5MfjrFVJOy64L7Mev8JcwMgCdem/G5zz20ptxuSQ6t/jqvDdXXHcsaBozFBVbPL3UG8R6vSVQK8ILdME+FVmEtlZCzNRB2cOcXQLKUgIiyp6Wkqi9o0p3pDi2r7Feq28DjE3q71w8o9qxLRu8kpDUSU5ix94orDdWGkxpbrq/ow1X9gfu31MqyRzgo8v89eZEDrThgs+gbHxbsnCpSY1tasxe3nrfGXPTOXK5yn6TmGnkAyfCvsA8Bq7KwKO6YV+s5NuodSiNyJPH944I57mnU7i+mpEznJ83vgcRTteBDmFQZZ+WOabH7P0zy6gzyW0rWmNWFx3b7Ls8Y6UCoZKouHOGZ7lnjXEcfEO3p5GZBupsphPHtKiYr/FhAAk2APlks2AYbFTc2armeGatjfO+RiR7+dxeoAz1hm32GbljgZct+anoUSMBVXjPr57yn33xP+Azq+/gxdVf4xXH38bb/vF/+LjPyKcinkhr+Dki8s9F5Icey7Ztwu249oET9mk4ItBhi/qKRKfCrBq4fHBKUwk3zyuWXQCxRY96TawGrp/NOJ5DHQausgaU2jPNmf/XYnq1gUwW4UTM7eRMCiHAZ6SLkWKCmJmxkX4GTmXDddnQqy3cC7aDkZ6nNa0E6pDIgxJDpqq89hOyL2Y+iJdS4vz48DUK8IdWt8xR/DoFtYn2YKOKRPFSqC1iNQG1f9Co/e4CXywYvHxafDuLJm87BqkEwU7tjON4Zjt4DCJE6XcV4/SegUHLjMfAzbBhJT09ZZxymVJh5CcoEons/djy2kU76ddFhf1sQVI9lY1ZmdVKExP1+B4so9oHRGwxXSB+bbbv2LLC4r+ynUVZyt7FcEB8A4WAem/SztFGkS0xF5+DBq6ftrT1musnCz5y7YAQOlR6Lu51iGQOMK/e4kE7VwuAex78Fv45LryKIZSesfnzXqLiPiqSRi5XifWQ+aUlPCIda1X6wTKuA635ACuuy8ZN6LcazPLx9SgigaFsqlJgPhs4P93n+o05sQpUIdOKMZ5RM49QVdZic196SUQRek1sMFZx6/f8aIWHuPmAb4p2cnGwXqFNDynuthHxTLku18UD5LG2PBJWVkqNibMuUsvAkIXlasbN8zlnm4pb68hVEks1lq/qtmxcagRFUnTn81kkOdZvj6wZGLwi0IvNlqzVhpOfnw38iT/wYzzYvIEX1d/MH/gt38fN6ys+HfBE3qc/p6pfCbwWeNkUIJ8Y5zc2fJTeqe1G0jiSwDxY5nNjPWPdRxZzYX2yhwZlSIG9ow2LxYbn3XfG+UboRXg5LYfYIKBarH+xInM/re9eMxsy+2JaQxM8BzZiZJWlGY1RJsEPMnBTem5IP5YNS59LfAf8KNks5oLQZSthNnVHWyVCUJvRiAWkQa1MuTvE9/HgsQxw79FdGpavZDWRrEqtNbtOrbulKPFyVlZ7oHv3fj2idvF/5pZ0LH2vb5IAC2jDzvIQ+ZjYdzvuINyUBeaW9Ky8H9eTOJGBxo+dyG6ZZuXMtftmFnZiJ5lG3IZNQCSMixcw6g/nCBebRIiKBGHdA8G8S83WzTYniHCVDa2bOwSMUFV8RUuptCApZM10MNJ7smdngy/pwxjU7XMyWzjTfa56y6oSmfl8xeXLN5BamDeZbqiooslFFgT2c8U8mwrRpofEMUOceYBYEMYw3/h/N+h4VHpiyDzChj2pecl+z4tmxl5+mJ6beWAlxsI+l8RSbDPSiW0mMmWOo5U9zVghoBmW55YxVpUgSZhJ5ky3pUdgvFeWFIP7TIv1XVsqzNd2S14yXaVSzMGLPWHlm7/gmZh5pEafGWmM4mNt2FPTMid3a7+iLUtNnAzCxda2uet1TdfXxCzcWEWGDMdqGek+NUksoy0bP6H0hj/WInGXh9qJErzMXVPRYn+W4dcLrczTVZVOB37m3R/hc698F18Qv4vf1b6Z13zhD/DT73jfEz1J9yw+rk7R+4pvAd4iIkfAHxSRvwTcAH5IVf/BM3yO9wRCLVwW4aoTFC4RGDQzq8wJ5OL+hi4r1D1Hl084fskjnD98xPLWMRIzN88qFvPES3r4SLLFYy7YztIzhIRJLhR78M/EOhkmYrbHogjszeHElrm1P6yDC8zLwN3kj05AuETFcQxoytx3ccVeI6TBJpUXmkbrO95GhS6rzYzzAPC4KE9p+XuB2k46AZ0m5jRuPr3tD9kcyGEU6leeQa5koHXiw4ZEi014mGkwqQOFwrEl2JiLi479xMSWgXrbrvoOdqDisg6FfW1YuAX3Jg9IECqt2UjyKRpmll7QoWxcEH9OYu55YidlfqUtYyf0HGllI6YGuNAmoih1FLqUWYTArdHOJ7NSeD4zrkpHrdanU3fvKZm3SiGCZNeY2gQUvcP6reSXeG6J+DxQz3KS2uilo3linRo0mc3ce280bPrIQRhYVso81ySFgUBWk5yowgxxqVKg8fvougeS6BuyjswxFWeaWarS5oq+SbxvGVkHc2u6ECoeVuGEDRe1ZU5kEDNJKDKIEgiKl++SxALYdDWzdkXWimGw99ilhgWJaxQ9qrIOlnMW0pc5KkVQ63cOVD4uzXKJRJmAYv6n5nlr51MTxvMKPoqt9WvRqzG5932iTVIjEK2lJxK4bwYnHeynQD1T+l5Z9hV13XOyqfiwk7qWMlB0lEVNqXfcz2UPWibNIGrzIf0cB8xCMBHcQ8ocl6ysndmjZkNPhY2oUzLXho7zf9fzule/jfMwQA0vf8VFvu0f/j4efNHRYy4D9xI+IZ2iqt5S1bfsZJCXdjLIr3lmTvHewHv+3VU+qokeM7iuJTCrlPvmHYPYRLiXv+g69125Rb9uCfMNVZ3ZbCpizHRDjZAYQqatEleqgetahgdbGbVDfaHKLIvPpci4O7advT2yM+8vCjZpPMi2bJh8IRgElmK7zIpIpcogwnJd0/cQo00vaCtlg5FKbOhwZaOmHt/pb0SJEdbv22YHpdy1II6BpjzIhbCS2ApJZkQWVEbWwGyyrZdmm4+IlYyL7+QAiGyDVCknjueFlS1vExNtX9zP2cuLRPal4SIt18KGCuGKzhAC5557rTTR+SK5+yLlNcVT5lLYNCu3aKQhTBA+kDjL0A1mwL3pIeUwlgc39KxEeZAa8YkmS0yz2EuRmLgHp382NZFGAr0UycZ2aon99Nao3dbzLXsXjGR1vYtU1cCsGmiqxN7RCa+6/5xDqcgEaolciZmLEnnI7409jRxSm/QCmJOZS7KJLl6GHDxImnY0so8NGA5ETgdIWbkvt7Qa2eRIq4ELtJzRs3bDhCRlM1g+Ousl12KZ6hnCkISur9EcGHJNFeznV2SXC5kjzUJ907JTjbH71Wg1w3iFLTMshudZGLW426BkUz3i2MtVOjcSr1AWOSIauKgz5mK8gUNtCFQ8fB7Jg/Vh113kfN2wGgK3BuHDqafWwLkzmwfPdK3qfvv0mG0X2VC+74ms/b4op95NjWL3c08aJVs9xgxfUHEiPddlbSxqUW7Ihg2ZYVDe/YtXec2L/y6vkb/N1y3+Dt/8u/8Zm7PbnoZ7Bk9VvD8FyDvwvN94gSZYKbORyIMVHNUDvWReeLTmysUVR8enaFBUEqfvv48UAifnLb/+4Ys0Tc/+bEBCoq0zNJmHou3krAyUx4njM6enaCiatNsrkimYQXUJfkWKELx4mLx4BuJMVfc5DZlFo+QUqKKOM/jONoFalDk23XytxnAdX/AJUNxjEjvlRLZzHS07zCNpxziuabTsKk9xBk4YOKDlPp1ziTmdDp4ZCMWEGy9vAeOopZJZb51xjFhh0gFnKtx20vZH6RUJRVOnRFWus+KWdIQEh1r7uepIcAC2R/WMyxb7QOU9pTI3scb6Sp2YeHwhgW4QyAPdEOl7IWVxf59Ikyuu6uD9NeMEZ82UpbC8EzPcDv53oaXa3iey69O68+7d77NMuM8IKyyjv37WcN7VLOaJJgofOmmg7rkw71lrz4VFz1G0TPyYihnmaVr+3AuZNtjnW/nnX0q11oPPnHgZfIWiueJh7Xk49dxIiSWZj8qKnsxZSKhkUigyky0ypo01V55AHO+uwJACq05YDzJOPFlLohfrrXWyNbnoPWNcq8lmKsR9Up2A5NevVAc6sWd99ybK6nUYtRA183u1yFL2qYiauaA1c++33i+2CUo5MPSRTRfostCr8MGNBe6rdKzEnvHBzzmXLFHMPcnOQMeNZh7Pd7tBtd6iebZ2YmYhQdxYnzwaZwjCkp6K6J6xFQdaIx5ck5fWOxnYMLBYCf/hf77Gnzr4Qf6AfA9/svp+3vqGnyelT9Ao/VnCUw6Ku3icAPn3P50C5OmHzmhFeOW+0jHwoTSwyBVdNmLNrOn56KPHtPOOxZXrDEOgnq143ks/wkte9GH2a+vPLCqlytDlRM3AQbBSUCBw0Qti5l16+46wjC8qdm7JH5ilWFgterBKIo1xSO1nvID4MB11itxawV6zJmfIWVh3gXmVuaqJMqNxIebL+lj9RKMT3CFW3kFZlG2hUU6dNXrme31jZO4EL8qQZQseN9mwlyMhWxlryQBipd1eMucy0Ek2L1IxvdpAdhPwOO6qESjDi7KWbO5jz7XCXF82DKxlsL5RMJ5vFwbWmJDf5lgarVNgnGEoQJUjexp8YLDZs9kA6Noyf4xs0mJs1KqCJJVJOlJgqcI5eVyQZ1Rck44zBhqJpKAkKRIH/GzCuPCZJGPXfNwWxxIky7U28XcmYW4xxc3oLEPSyPm65f03ZnzwkQscxMhLr9ziwsE59x+tGVTJ2cgrFwQuIsz9Xq2dxBNiJop6qc71u/76V8lejTDS1SOSCFJzRuacxCNhZdmdl56XYoPREreXfCu/PmXMmsl6YNMHUlJisOtTsvrGr9JGBzMUl23g6MhecTGiUmGm2gbF/r7BSFQbyogpvDVg13PwgIj6rEu1z34uNagwEOgZeD4z9iUyD0InyrwZ6DJskgW7R9WemYfpWElypvNWFlKemPJ57vKs/c4fb2rRshmyMVkzIvvaMiMS1AJrKzU1kSPnNrTeb7zJhixwLp0FY1FECpmuGHvYOc0xZvDV1PGOv/xzfGn1Jn6/fA9fd/x3+LE3/QLr1XMzk7wrQXEXOwHyD3J7gPyuu/1azyW0F1oWQfnQJnNfNDLBoLBfDzRtx+zolFRv6KXn/gfOObj/FrduLTg9bfjwtUM2SUkxsd8OrIHjNnNxz2a9HfmndMN33pYnhrEcV7iFZR+29uxyw9Y0mRI41YJh5/1G6zH1NARuYkqnddeiBDZ9YNFmlhkuU3GNte1wc/TsybwgdwPfbjArj6SM/2c/ENQe0jXKITbX7piW3kkOnWwLfAFGOUFEOdBILwMXaFm47m1N5hy3CBMbXZTFAmw3UkmgyMUD20kZRf9X687buK2EagSOPRoEeLle4Epq6Rk4yjPWJNbejYnj9sSOYUzFSOndFQP0JlccaGN9plyx0MA1VoQQuFT74qZC9J34ilLSg7X4lE2XDIz9QgrD0UvmmOVgWZxL16mcG2qEKVWQDFW22YEzL9iXDKEsutc3kaP5OTkMyGzFpXnP+67t8eiypU7Couk5R7ivVi4K7Ac4FjgUy9yrkEziU1kVQLDzL5Kcq9KxR8UNeh6lp9fMRa05D0ofMqf0pJD5SFhyGjoGyaz8sw0eDBsCmm3zsaA2/aTYnMg6KnVtrkRrSslYWamJ34OEsdSeJKP+90Hsvuq8cmEkKtM4dmLVmw3JgvUYg7ZZpcg2OFkw8s8hK5eIHCLsEelQDiTS5JqLCGuBc4WVKjeycsrAdYYdaz8jFxWGcXmV3Y3drmIyYddIxs0g3o4x0tPG8+0ZkZaGjsHpRl6JEZN/md2gyUE2/swVU3QbZ1bmdNq2+YDIPhVnCpdo2Ejm2q013/gn/w2/df+7+Jz6O/iCC3+DH3zTcyeTvOtBcRe7AVJV/+Qz+VrPNt79U+9jVkEezGx4JUrVJI6anssHa3Jfcd99N/k3P/9yHn74EK0T3fmMvGm5eLgiqOmYNjnQRuV4buSYg3kmZRsSXIbfRoGQt+XNxJaEX/pDG+9EmZ9q8IdxK08w8o4Fy7XvgvdVmFVC2/as1zXDELl1XrHRwA2U5zPHJsMbyaXyvtNuxnin3yZsS6jAWLqzPiY+EaAUuSzgWzlw6ztpZAXhki5ICI3WPCqmzVyJlUhdwW5lHDIrL9aWflwpCwrQa6Z11mZ56EeykN7+Z3HyucGGRiMdCZHAUnozO8dKsYL1jMaGjZhwfj/XI4U/oyzU+m1zDSzUDAtarbmsLdd0w1lSBrXz7obKiCtYRrUic0xkTXImZM1c4rh9MPn4djhzOZEyN3OXVSdSSo3+p2epZww0agHVmJg2O7IR5UbXst603Fo13FhWXJoP7LcDgwZmdeLlFzquHKy5dLDm4kHH5XnP5Tjw4Hyg8o1KVSUW3g8vJJENmUYjv8aKDZk1ypzKnWoGbkmPik+8II4zDtdiQasSK09HhLmafGeuwSRHCk2V6QbLEue1LbwrlF5suok5JFkZUPycrD9td0wG98uV8TkqlZcs+WOkISI2Q9J8Xc3lpvLjtN7r73wLW3ScNYpkYZltA3XaBySYXeANDzzlWVJ/vUEGG/RNiccykmwyOxUbR/LNUAmWtVcTwPr8ha1uhXOraJxhczo3DNZjFVtTCkUvYNliYd2eksa1qgfOyJyypqHilm9RS5l65vf29bMNf/XP/CTPn38zp6fPvuzjKQdFEXnJnaVR/9qLn/ZZ3YO4fGGfiBJjT6WBIw3ECG2jnG0CJ7fmPPLIEV/wsg8TqPilf/0Z2Mw/c1k8Od0jqNquvRlYbWrWWdjkTAjbsbXJd6aKufIH3/HbV5wpKiUQOntSLXjNqcfHec3AIMpGimOOMkQ47yP9UFHVPetNpKpgXyzzjQSOaf0hr5h5p2wXJaaUHetjlVjt56ynOCPS4wxJtcWtFmPE1i7OtnmSLu7G/GQbq1Rio4hclqDqu1QrC5dRToPouFiol7bmBHq3Rysl58dyuSnT6QXhTAY2mtjTivvynAMiRzpjoQ2F1FDo9Xj2EiVYOU9MqF1hg2krwtbZRRIXpeIKFTrbkHJGcmRQ5VytrJg8IIL17I6pbfCwlkUxOzEoOFUlUPxP7UPxwpZasJ5lATUiTTnnCiPFmAuOraAbMhWKpgA58+LLpyz7wI1NTQ7C6bKlbQdunDd27Kpjf9Hx0IVzLhyuOdjrOF6suf/CxlmXmSCFwBHoMaKNZRSWa3dkbtJxI/ScSEcQcSLVgIpnIZ7xZEwy0GOTM/a04oA4Bp8DLwEsZokYM4fz3oNFcRpS+mDBUQW24W7bXsg72WJGWYkFzA2JTpJnVTr28JPeVhjx+9Hu36VntwfUrFBOvY/aBeMNHCBItjFiosqJj/A6I3MiGy/vCkm2/cLyzAV/4kolZpdrYGxi+3yhGKgXx1ohifgzKWRvOSwljdeiQmiorGAtNnj7zFszxTSjoWLhpenkG80KuIVylY4TyVxnQ+n21pghSbFdbAjs7xfx17OHpzQ6SkQ+G3gZJtN4r6r+PICq/pqL/o/L1z5doCJ8pFNeOau5uoGNKFeX8IL9yMl6j/3DqzxwvKZLFRfbE86Swvsf5OLla2gduHB0yoc/esjB3sCjj85oZx0XG9MjXV16kMCsyg5puEXPQm0GXuXlLgt9ZvIcMWZmEivrNRo9WAotNR1p7D1myWRVzrNwX8ys1w1BMzFCiEqQxL4Ylbxm10fTdr5nO1SHMTsc/70dE3Xb9fJMcE0eHUnMY1Io3pkVgmimytbNbNUe3D4OHKqxET/CwIpMQ8l+LDAOJI/MliEV1xnUwsNp4RIqJtJmO2Kr9GWKdGMxaswiSYyxeokZG020kllqMvKMj0w6L6UotY1DrYGW2nss9h6WapnPQmv2tOZAIptm4GxVcaWCa0Om0jgSOmxOZgItPrKZc8rIIgvn4zBqyd6htWAaxncUqF3s3agFjh6l9cBa5A1LyVSaCNQue4GbWTi5tc/NIZI0oHHghc3AR663PHR5xUICUQZm84HIQKyFGAfqqibnyJCVywc9uZtx0KyR0zm/kHvMWsACStmcNdh9qqq0Eo3AIVszhSS2cJUqgoyZmFUtWq3ZQzhC2Ws37O8NoJl+CNw4q+lEGVS9FDpg00DEvWgNxYZhEHVj9O1dWzIj87w1gk3vLO6xt+cZWdgx315QU7vzUAQOqKhJdJh5w8yZ460oA4Jo4DjAzWz3dArCxp2Ueq+EBL8e+jHPF+PrNN7vLtm/YnNeWzE3m+DZcfBSb/Bn0kwQ8OHN9oQ2lI1cHsv1xY2oGM0rwpLsJg2BAxo+6LWbSGDFQE1FL9CqzWcdxMPvc8Cs/Klmip+nqj+iqhfvDH6q+nPAS5/2md1jeN5nXmAD/HrfcQ7MNfMbFolH19DGzPOu3KCuEw8/fMzp1WMuzTP3v+iDdF3N8taCoZ9R1/DhWxVaKfcfddSh59Z5zV5d2GK2gCy1oxELJHMxp5tCAy/ZYcXWA3Q0TNPtiJ2AeLnE5gGuvPzRZyGroCrUUYgRJHi5yrOwctzGH4onY/fGDvEE7MazsmnwMkygF+vNtM5NHFAqjRxqwwPaeoaQuSI1L5xBUyl1Cab+vejTHuxayCioHnfVLnYGMxI3iYtS+SpS2LoBy/pKydpKTXDktP0TBhvtpBUPsLDsSoXBXXNsZ+6yBg3M1PotjS/g+xj5pvaNRlRlL0UOa+EkuUjcF9abXtrMmJB/8AB3QMVFWnr60TEn+I5/W1AHxL1M7R/Y7MqBFT2DJlaqPqPSZihWKqN3rqKco9xQeG9WHj5tyQlyV/Ph6wtiJXzokYsElP1FT1MPSAiI9BwcnnHflRsE6WmagcWiR6qOkyTcCBvmWDl6z1+nAp5P7SSYrQHFWkqp1G6gsvlTNyzoxe7wmsqZ2ZYRNU4C2ZuvELFFvw4WQOx+3rAW9QHRhZFtJdkyFDt70OmdyTO4HnXj1YilDOMGEX/2Gg1jgC69axFYqvWeW7YevZXf64UGtR/hoFGOmkRAWWVlQQQptSLLbgub+rGN7WX8/+gVl4pq7DubS1YcKyzl58dWhW9ITEeqnu2Wq1P6+9FL32aWrwJJi4mF/eTaN241ZoBg78Pchnr3Xx58W5RV6fXJ2vQ/s3imhgx/2iFfW/L8CEtVznTDQ9WMpQbqvuYFBz3L1QLRFasbx1xreg4XPdq1NlB4b0NO0DSJ4yaRzyKEnqN9SNLx4RsLClV9RjF0620qPNFvMF8s/ckp+ZqOvQ0T+Ue1h2AjAzNszBVi5ddzNfbfOgsLX1LXq4CqkNXo7RuspBa8zKVqu+EyI3EXxsLcpoljb9GDcxG0r0nsU1lvicrzhcxCG1SLNVnmSCLXRbk86/iVTeZsgEt1ICXMGEFk7K8M3hfZzvTYnl/w3W/pH4GdT+1nnTFCUuc74JnUdGSOcssBFYdEVgxc81JgrYFjGpY6GOs0JXIwQlFWZYYxIee+AJXlpRi2HyCcAlcqZa/JrNYtgxjt/8RD3Fnh5KotLieYy+6Jdp4x2CanLGr2b1t0Nrrj6aM2AeMCMzYyuDbVDBgOciSJZZ42kcNKetErEQfAdZRhEzmUgAw1iwj1rKdtexZ7G+pmoKrXCJF+EJarhkuXT/joo4fMZ5muSlwl0WjNHoFMoCNxRs8+kTW9L7eRlTswFRci0zbaBxy1ZGOW6ZQeVVDzHbZxbYlZk+j6yMH+OWfLPQbEnX1stFopOfaSUGcOlwoBXnnQXPp0NkB8EDO+WIc0llGtb22f+SBK4zpS/HjqU13OdaChYcNAJHLoz8eeCDkLi9pkRpshUAVlnoUzhUojqgMpFFOObXm0ENlU73SxEbeTC67tZZQGKVtZVSEEFRb2BgUJbl9oJe+G4o8rns1bYB92Aungv1v5OZVn6oyOmYuvChd+I1ujAwV/Pp5RisuTxlM9i5d/nO9//lM87j2LX/6311how0JqahE+MGSuLyMLFW5shNXJjFu3jnje5WtcPuo4P10wdDVdV3F6uo+EgabqaeeJFz3/FjlXhLqnrRKLkNkjcETkOgO19wtrz4Sse6Q7D4PtIgfJzKjHXXAoJTjZWkEpxs6zvkAYH+xuEIbeMohVH5gHC4Y1xXC89KHk9tJNqdvIHQSbXeww8hoxzdbKH5c1PWUAbpFK1wSiZI4ifMEe3NDMldaE0782dL7oK3UyL8vBSRnb953H3V9hh5aFr/UMEH9PSbOXYO3B7t0ZaKEmSr8SIs+PwgNSc4VApVsSz5yahVYcac1BqpEMe7n217Ydej3u1M0P9ECERuBSFA6azHm2zHbls/XWWM+3xcpgvfe3Lnoe2kocd+2WP24rBLUvhoV0UcwKLuuMM1kz12LvYKSU7B/cjMhcavcPLVZwwnXNnGri4aRcH4QPd6ajE4SmzoSwYbY4Z9Z21LM1xxdv2QiyOvP8B28CcH3V8PxQMauUjZRgb+PPimfpZZ8AsqeR3u9HT3Jva5SVrLsE7ZJp2CgyK/83zcDB/oYgQlsPBAaKo1MxZS8kI6vcFe/Y4lhjbkU1LiHxMWwZ4dyZ0qXkaqfnpCrZkpyyb54aInOxSTrHRK4EYR4zl0PNQcB6t1mYtQOLtmMeTXMoWKk1IO7qdPvjtPPIjRsI/Ger8vx4lSJ6VaLyBmphTEe1oF9sDZM/68VdakORhuUxUz7Drmsv1h/Oodx5lmXOMM5zTU1GORejAZ5J8s3ylly3XVGefTzVoPhDIvITIvJbdr8oIl8mIv8b8Panf2r3Fl75VQ/xwb7nfKhYolzTxGEI5KA0Yuy8vjNr4A/9+hU253NOrh9y/dohVz96gbPlnBAiV2/OODltyUm5dmMOuXgz2i3T+j4Pz9rK+KLsCzywLRaqOOHEhAc9Noy49wBZgiKjxs0W4tK7yRrIYg9CyGX8jXk3Fh1UWUBMLL6Ngh/jFPMxsJLTko3zBk1gbnR2tRmBajvwmsAFbTggcDTvedVh4uamZi8Ir2xaroQGis1atof2DKPa24QDY5GWcqJRm3wYs2dOAdvllgVm6/ji8+6IPEhNUAHJPLTIPFhFni+tkxCMem7EAyPX7GskO5Gg8cW79defecBqNfBQBQc1RI3QV8Sqo6kTV41aQhYBiWwkM9NI0XWuSUS17VDnZ11GSRVmZ+n72oJtpaqNJC7qnKhKI5UtY2os0CMajrUhaX7MMlJhvq6wOSRZhHmbaZrE3v6a2TwRKqVuBmZ7HYv5htCuWa4aqkp54HAJYWDTRy6qudgINXMR7qPiJj1rTG5xM2youd2zsyCUBdv/rNXunxmBYwKLCE2d2FssqaueWCU2nVksbPxZKfeCsG03ZCfbaLmf/E7ogOyGGMXPFHZcYig2avb36MObhaK1te2KVQ3s/ruVjaCzqBIpKm2wOaaKMKSKukrUQdwBSMd+ZPksS+AG9QBXWieeSWPOSQ3bEcmVP7lxJ8MbN8Pjk2k/vSKPZOpajJq08g2BjcWrWHl3s+g0VUDcYrDwWJckn8iSScJtjlTl88uCcwuefTyl8qmq/pyIvBH4ERF5yc63bgJ/UFX/5d04uXsJ73zrB0gS2GTbiT4QI3W0BXd/NtDMe9Iq0M56lueQBuXm2QVm7Yam6umqyKza8NClUwiJTddw+WiN5sjNs4RsigBCWaNEqahIY/miwxilNYEgwkZL76I8loGO4IFCRtZlIZ+A7QYbyTQxISGQk7AcbCHtAHxXF1WocmW7YRloRdiUlUFv++Ox6adi9PDgr/lRWXKoDRsyC6k8uIaxtzgj0AP3t4n7G+E9pxUPakU9E1b0fKQ3Z//Og72Jsg3FemugcDSNUo4Yaxe2/c2VlGVWfQHxwK/C83RGA7xsL9E0HUMOvChW6GmkoyIp3JANr2CP9/s2ZdjZnVsJ287FSlGwRyQFeCQpV0R5dBU5y3AchYdd17wWYwGWgb7Fq7QsWNlrZ5EtQ1kp5eHsQ3JtY9FpoiFwURvz8JRAraZqnFFzk45ezdu0zL0sW7CyVBpJI7PxjzYn2xqJJCTa/bB/tOLsvOXRj+6zd3jORx+5QNcrIpnVZm4evGql04u0dGTmqpyL8nKd8yuypNbAA2nOB+K5ZePlPiqZYpkOgfWdG9yS0Bf8WUzOOA2IRKpok1+aWErsRkQjlM2d2yaqEWnQ4osr/pxkGxTuG78gdk3L90u1oVLGzwhwU/SS0ZbpIZGFKMdV5EoInCdhQWa/hkVrfdlN15JVqWJPP9RWGsaqG2XvWQJkKZuObkpquV4xcABrB0S2hvG7g5KtZ473rY18l9DRsQYKX8HaAGuv4UQpdDnbUNU+Gq3084ulSC+ZUzrXvuKm41ti1OAEsiI7ebbxdGze3qGqL8dKqV8JvFxVL6nqv7hrZ3cP4cJvmnM9biAoa1Vu9tB31kbvNhW3bhxwfHxKCHB0eEYIFetNw/myIaVIExPdEOh682a8dLxiPl+RVUZtld3kRkpI6HjbWSnQcrawU7KJ4/5UWNOjYo3xhC2qvd/StQTfORtRZZXh+hpWSWijgAizUPSIPlqH5Lf59qFs9Pap42Pa9TjIYq4XNYF9LweWDEA0OHPOsuOXSmAmgUduVdxfRQ7rTA5KGow5caBG8Q7BSkZGpGCHdGNLupUSLVOrxRZbke3YXXtNO4cey3iDWlb7QKPUzYb9RceiHug0McTEC0LkhdS8kj0a4siMbbCpJx2JObBfZWoxctCVamAB7Cn00oMKKQzsh0yX4aKYWfSKYQxsjQ9gPsOMmncp+cU8oIxjKiXb6JpHm2pfc0lbyvSQI224SceZ2ISROdF7ukYOKhuXcfMkyiYklsG4iBuUWjISQGRgNkvM91b0vdC2A+3MFrm6HQh14KM39rnVVcS+HReeCpN8/BobUMvWX+juLisZmBN8kFq5acpfZLy9Kv+cazXxeUZpA2i2nreERD9UDKmi2zFRKYzVspEo9JRq5y6O/jNmEi5+l1rGFdU2DLuEyULOUYEokUJlqQmuKTXt3walT5F1Eq7M7d0t2oEQlFBlmqZn1mb25h0HmKNruTdLYC6lzXIPZKxEXjSCJZsNujV2wJ+xhkitZdO8DeSlnjL6phbOgVivdImNRQsiblhgm+smW9BviZ4JWmAsxwsiNpjbCUwJHYOkbcuqrXXks4ynRbQRkUPgJf5fBn7tbpzUvYir15ecp8ShNrRSufWRMqsG2joTg7A63yMNNsqGDCllTs4PWHcVh/MNMWSOj1bMZhuKbds6ZuqoHFSJYbCdp3mQ2qI0owi27SbuMVlD7cGm7AQL+cT6JErwh8no1jY5Y4/IWjPP20+cDzYKqO9rd9UX5iiBhgskek30UmYYQqXFWdUwrj3b1eZ2+I6/iH5vsuaCzMdvX6BCCcw1MMdGS4koaM2aDa+4f8XVLvALj875DTHyy7rinMSgxc7OLL46zJuy0m3AVb+6CVwzBzghKfn3WgJZsk+KD7yyiuy3KzTbrjrFTJ8qpErc2Ag5KOTALem4IBUv1xkfccHzBSJzgT4p+yGzQegUDiVxDnzWIZwPiYtVz3qoWG1qrmabKn+KzblLIRNzNCmCmG1bjbAR9VmImeH/z96fxuqWpfd92O9Za+293+GM996q6uqqrm52kyJFTTQpStaHyKZpCgwBK7FMyQrkTAglKnaiILasRLHjDEDCyLHzJUEiCQGcxAYSyxqQb0lk5YMBxwJiUU4oISIFUs1udk13ONM77WGtJx+eZ+331O3qruribXYXeVfjdp177jnvu989rGf6Dz4zFFyqTKD3impQM6XekzmlJaPc0LMgsVdr8V5iwK+VRjpvMx6lBK2dOGI+g7eSOVHloMI4GjAjl0y/X5DakXGIBMkMU8Ov/toDDmPLfoycp4lR4KE0PFMYvNY6Jzpv0cQYOiILiXy1HEjRq3qfkU2eFJoku7XGFyosaBx+ZAIIMRZidJi/QpMUVDgH3vZnIRHmRKn3+XxF6BbX9KzF6QpzYbHOAy5yYDKAGUjuaWmEfQs69bXEq2wBHtGSdeK1ICCZ/iCcd4oE5cHFhvXJHW+/e87l5Z7N3QmbQ2Z9qAlxDd1+VPc6M1WKrkrczY+dg3DqcRgOoBI68BnrEaVu7jH37JL9re47wPRSRSKsZWxOMveuh98/CnQkEzgQG/kktfmqOalYUp7mofF3fn3ioCgifxL4S/7XXwG+KCJXwM+o6t94EQf3aVp5Cwef4X1WF7TBCLe7KfB6M9E0E0EUScpul9huOg77Bfu+Y3uI5DHw+isb/7lMTJlSIjEqKU7k0pp0mVoWWkWUoSK+ItmbosUfTENzmgxbEGHQjAQhOtqwVhjqm83IxEU0G6YgZkeUi7JM8P5orZfgaLvg1amgzpOz6iIQ6DHuZKVHfKPAmBy1mny2VYEeVukZbeGEyDnwKMFFN/G9lxtS1/OVJ2dcHxq+dDbxCzfCJGKqQN4Ia4AdmRbY+95h6NKKxrWWclZX2JAaLB2Gj9KqsNSGC214mpUHWvjsKxuCwmmwneY1Av/w6YKrHNmFiaEIJ8DXGIlB6Ws6L4VOCk2rvHq6pS8RLfBAYL3Y8ZlO6ZLy5GbFO/vOrIywOe/gFmHJgVOqE41Y5TIavdyCIBYARs0ubGBCCEpGJdCqfe47Rk410YpwQkODWR9lhE6NphIInMEMr8++yYFxcJMU0MKgkWlKNGlEC8Q2s1wduH32iJgK10/OSZ1yFgamfkk/tEwloSUwIuyphtVVv1Z4XTt+Qe4YSqb1cmXyam1U4wMucQ6u2v2y9PpugXl/LtuBJnkFPgkShGmyz2iC9DZvExepra1ioeqWGoG96p7Wc2L+lQYgWUqi1eCOHcfZYjXFru3JqmhTZdYmhdfprBIPhfPVQMiJ9fLAxeUVEpX16cBi0XOzWbp3qL1WUPu/mjQfZ94WuczHc/Kq355HtIJwjhrJVQg/q9E7TIxJj0IF90EB9Y38W/V61WclAp0mliTnKioDygnCAdsHRx3vOfk4gMmTiqQWlL9bqBCflLz/zwF/FPgR5yXW7/8w8L8QkZvv5FxRRP4cFqgfAKjqX/52v+fJF1asCbzDxDP2vFU6fteicNaas/c0eo4WCv2+Y7dbkVWYBjiMkbPlSJNGUjOC6lxprpZ7bjctF6cT4yYRs8yVoJG0rV1WtRl7YI21S5JY+y+JMYtaEj3DvLkJ5r0X1LLklsStTCyBVTQ1mM2g9GNgAWxhDih7nVhq4s6NXhttPDtV7rD27XDMNT90TShJhEYNahM9dw2+PSXf8M5QLhY967YwDpF+WqJDy6NQCO0EecErNHyN3jezo+nU4MesYlWxiqFtHW/oD6qR++sMEezcN2oOBysavricuFwrjy43iAsxhzjw9Oac77kcuXpmFkdflESjylMyDyVwF2Aohc5LuLYZGErhjVfueHKz5K3PPmW1PvDk+oQyNkgYOVkd4NaUPXZUUTFzMNgz0khyYFGVsrvfhrJ+cOaoZ1mFCXCU8dIpCytt2HpLC4yX2RENGahV2iw4mKMYMlds02vFJL16SeQcePbslItHd5Qh04eGxXpgc3VGCoEHiwPv7c8YS2DZKNu7QIiQcgV0ZE5peMzAtU4UOooUHmhHL/Bkbq1mC5xYO7vRKptm98sCYYmJMUQBCZCSnZ1DH9w+Cg9UDcroyWBtP1v7FfCWtwXNjoBocL6fdUQm4ITG2uQaZr1e8WdxRWTp1W90T1RbwYFDFuTaADd3Cx6eDIQ4EtLE659/TImZrIlhDJw0ham3e0C8ulJv+1vAO/6voWIADL1b6TniSWzVw60kEvFKWT1RnvVx6/qQZDajNlaQY9v2ICN3OnLplH2AOx/RFDVQzo4qcGA0mqp7G3xm/N2hfPrJZ4o/qqp/6H5ABFDVn3enjJ/49R/aJ1si8heAX1HVv+rB8Esi8tPf7vfdXu+ZBC4ksSbQB+XJGFh0hdRM5KlBRE36bVGIUdi4HU91LIhxYhgS7XJksTyYWHMwaMjVPtJnG0/XOUAlylbIQeGIOhNk9nIrWJCt7Y8ZZaYwaeacjp5saiwFdmMAUW6GSJOUNigHrEWy95z4TI7AlkpArg2iBYkljVvnfP2SOgxS29iCuMA5gFrFl9TcEh4ROUuZs9OR5XLg8nLH649ueOuNx7TdyLvbJQ/bzJWMBJ+3Bjkqi1jmbHONLLVijHOVDB90jKiABYOzBxoHcWiJJMkc+sS+V3IWtrsFJ8uBX9rBF7qJDYXHmrlFeUDLTYYzjaxE2AJvvX7L6arn0cM9lw9v+F0/+GU+96X3uLi85Xf+7i/z5pvv8ZnLG067kYsgnNGyxIBTJsVllWBFQdZqfZLqFlllAKf5WgRMSm/QQpTItRxThlsGoM4iq/uJ6YZW0QJDTFo7rW522ZG9A/BUM5tDpJTEYdswZdjdrdAcub5Zstk0HA6R612klMCzTcdQAptsHEgwVLOJgwdepWFC+Z6y5ithZ21sD+aPaEiqrNQqtyomX11BaqqXAmhQpkkYJ0GLV4laZ8XWAu+0tiLtuq+ItJrotGGpDY0mQ+6qbdw1uIjKzNtb+ZSx2mHZhn/U1LW5bp3r2X19XieTqqQSePV8pOuU1frAcj0Ru4kUArdXJzx65Y62HbgU5opRqti4Htuh9XPg90DEUOlyL8SF+fjmJ9ESBBUTh/fv1pn81wVEra/jXFgNsziBYom6zQrrHF8p5PkZHDgKJODSkzbWMGTtpz0o/r8/4t//00/4ui9i/SlV/av3/v43gZ/9dr/pOAidCBvMuPMMOGsVijIcItMk5NygKux2LTmDSpgRXmNWSkmsVwdEDZLdtplpFPYHoAQPHh5o/A4Sby0VjlJviaOFS23fDGqZ2X1yb4dpmU6a+RJrc60IganAYYp0odBIrbbsv4K1aw8cBcajVlPjOs63h2NVN6r7qace5xstNRjeo9d7oDT9SqWVzLJTQphYLnq225b12Z7NNjJOgc+uRg6aZxpCS/TzYEG1bhjHeaIplmRhfvCD1KAoMwhgRieifJ7ERTeQorJsBy4vTIPzdH0gtT2fPcn8wl5YSaQVOEc4YMFkp5m1FC475XqbuLjcsFgcCM1A2x1o2p7l5ZYpw8PXrvnSD7zL+WriNCqnHPGD1QtyIFMpN9X9xEbUOisUJaovorWpRjJrGg5kXtGOlSZvj7a0GlloYo052eO/W9GnilWrENg7z2wCtgxMPjPti7DfR6axYzws0aL0u5a2G7jbrrnbrwliz4CWSM7id6rMhPCekTvXOV1iQKiHamCiz7G25ACbgy08OO5cyKCiKxuEFRApHPoGNKIaDbwSIlECQ650fasQT9To7ALefj/CTgw1GpzvabZf0SvoRg1JmjRwqi1LP6dJjY5Rz1+cq8uq5Wtt1HNg2ZoW674XLs9vUG0gKNurE2IcuTtEtofAbmw4UEiOJbiPbpUP+f9ayWYqb9PbnBpYq32y1i3M5mObE0Rl+ojwVBRvkxYaP28TysGTpcAxGc5AEdsTa3u3Jmzq/x410rmt2nfD+nYRQ67v/+U3SiTc27fPr2fAP/3tfu8f/tHP8goJUeFCW54VuN0nhqm1LHzdE1Pm5nrJanXHlBO5wKRCJzh9w4At0xQMIBAGUjvx6MGBIIVJYUnlKgkUdb3Gws6Zag31IbQHvFXb3Fd+888WMgqN+vxRIk8ZeZ8DFEPPvjtALpH3D8JdESrXLyNzRdJImB/EwRspkSoebIooJ6SvyzithXKvhes/MDqooVoKLYAGpW0zbZcJFBZd4fbqlHF3zunpwG4CyYmLaPy9g4yzRc+2Pt73KkeonEX7vt7bYmq1FTBxY3MKCIwEQlt4eN4zTondpuXu5gRJA11TGCbhzVa4UKELQtMIlxEmAgsCB5STxZ6T1cSzu44xBy4udyzX1i6LCWKwWTMK63XP5bKf24LWea2k/MqNU/97NWi2bkBHpCG5wEOZaTrVoHrDxI1MWJAzazELu4G1Niw1eXJQPNEqdL6FdRrZ0jNKppfCXjJ7lGclcBg6DvuO7WbNOC64vVlDTpwsR959tiIPkUkjwyT0GMWnzNejcEbLQjvWmnhXDtyFkbfUJMLvGOg0cqPm/TcxzVetIM5Ftaei8edjtRiROHI4RIYxMg6JYQquj2s6pysMsdyosNCGjugIT2t3LgkEFVoNLLyVXxm6geCqNYHaEmyB4IASuyJHV5rgSVaDtXiDwGk3sD00du33a0Sh3yb2uyXdauB3/85fJWji4cWWSa1bMM2v6dfcv6qhvlpBtQSSWEckoTTqPGINdD5b7ry9WvWQW62h6t6DenwroJqDi3cqjtewxfjFdWRhCepRRO4oiWDnpcE6NgtJBDG26HcH9vSTB8W/+Y3Mg/37v/zct//CJ3yfb3U9wILg/XUNICIX3843fvL2LfsCb7KgRflMSCxiRgSWyx4J2eD8Zz1fffchRSf6IuwUnhaz1BnHQM6JUux2a7rC6fmOrhvRCInMoVZVWqhO6TXbCx5UkkaSWmCavBLqKUTnSEUV1hpY0qIU9ozcMfImK4YceEjiJAYSyiiBPfCUo6VOIjik52hWmsApINbCnLy1esd0fLa8ZWoPam1bRd8s7E/0zLsGqmVS2jQRREhJGQfh5mrJm597zLhreXKzQAkcitlPNUR6MaHxLFVZhHtgig9gBjCC+xEkoYCqCRxUAEFCyGNgszcStIrQtgOnpyOHET6zGPjsOnPaFF5FeDoptxlOEgxBebQ0+P1qceB7P/+Y1cmO2+slJw83LE97YhxYXt5x/mDH0CfabmJfrLY918Y37KOs931BdvsMFiJatS17nMFGtun3mEC6YglHUkHFtFATwb3/DByxp/qtWA2agY1PLweZmLC2fc/ElpEtE1dFuNs17PcNm7sVt9dnqAaeXV1we7diOwrXQ2Q7xdnEtwpHjH6cicTISE/hjMR5MerIiSZWaqzTRyzoiFyyZolXeFopQTb768X0TbcHIYXAVBJThmmK7A7RKyhmxaKgBi5qPbjedxcJeDVYTE3KhCtwVSe3gtI4SylaEpVmgnyd10WCDxh07uI0oTDmyLqzFvZuH5Fm4JUvPOHk4oauG9jcdbz+5mNuR6eVUOagP9/UuCOGt2jNeNg7I1qoQhXqx20842A4B46t0ErtUj2Cqz5s1f5BnVVWMYIiUAUBqi3d4BjWGxnpSC4pWcF0R/Pmujr97oDafNKj+DJwIfKhuiWGFzv+2/096Nu9Lj7kezVIPuDrK9g/hRkh89Zbb/263nh3PbrhazWSFUKMljkiNI0S4kTfr3lwsePJ9ZqT9cA71x2nUijOtpomaBoTyt5vG8YxMk2By5MD1/0JnUPs77td14ccsTnDkmiuGPYhKepoUkaKOw9MVM2TwEID5zRsfW50XWCRA7t4JOAePODuyebMTWRD8ffEs0bbShvEyf52g412CubM0pqSfg2wwLjAAvmSOAfMgLl0RCeCTVOkaw1BG9TmFatFJu4aJh1IBHZMdiY/pBMzV9j3bkc/NCfB2zcisNSIKBxkolGliSOLttAtRqaSaDvD3k5TQxOEd24Di1Z5OgZeRchB6Yvw2VTY9fD5ixFJI19775JGlDc/+wxJmRAzzfqAaGQ4NJw9uGVzfcarZwf+0WZBRBBV3+yOFImqOiQEU7URp+FoZIG5GhiAxviOKjpz05TCmS64ZSA6AjiIW0ph3YaVwNYpCR3CFRPXjDMoZ0KZgrIpA1vtuO4bHj875cH5jlygSYVxjNxuGp6qtUxPnEO3R+dqAixhu2XiIa0JXWvgy/Tk6sSgE5e0DKLcYS4RjXcjKvCr+N03qjDkQAyBcRRSU9hul/RjYsqm0jQx0RLYYKjtc0+CslSVFzCA0bHVv8eOAQ90RgkJHBDOSssoB1QqJ7RqtdxDfarOAvQd0CWYJjhdZaYiLNqCFiEPDVdPzlmse4b9msdXS55sFgQ3Fi5yVCqqwQmtsB1TM1KKJxuGVzDLqOht0jCfs8Hb7bXbkD1oV93X5x8eey89JiAzxMtef5TCqJYMN0R2jGzEzAe2zo+21uqxSV0r/CDCqnx3BMVPWin+CvAlVY0f8if4n/nvwF97gcf8zdY1jji9t+rfn68gUdW/rKq/V1V/7yuvvPLreuMnVyNWWwkThqg7uGdSzpH+kNhuTrg433B+umWT4e3epKOugLHYBtv3LTkrY9/SLiaaNrNeHdjtOtatNY4WCL0r0hdVeploPXAkDGBT9UNTMUFvcz4wRKV52Zkta0sgSHDx6GJtEM1MofAkF+580NdhJPRJigsEH4NLok5gwhz0xCuZCUMDokfHgKIVAWgbekf0NpVVOp1vHgkDSeQiTLnWpA1NHLi9OeN6t2KZlE3W2XIKdIavz8+1f1GtpZ7P0J4fZdSGmALn2jGKsN0vkDix3S5ZdFuKwt1dS2r2/OLTjk2JjDlyEQz1GCN0CrdZmGJmM9lm8fB0y4OLHbvNit1tRzrZEyRACcS2kEehW/b0vc3HOiJrqsWtBZUj661+PDO1FYWiheTBZ6n2041fqQMjW8lkCTxhMP7YnCoEV0UyntszNZpG1cHM1GTKrulBlJ2MHILxKd/DUJT7viNI5PGTE+42HYdshJ2oyh57QLeou0wU8wn02mRDZouhnz9Hx5k2iCpv6ClKIJeJqPCAlpVPsDtvf164mEGhMBYomniyWbLdd/RjYsyBsUQOcO8+tdmaYu1y87s8au4GPd6Lp07oWWNdkZaaPCXWYs9ZnZDPDjVqlWTtmtQQEimUoohkYpxI3tFo2oG3f/UVUpc5f/CM7T5ysp743Ome6yKOqv5gi7OOBQr3HTOqdrBSjcQr+KcmgRXt5uI9VIDQofYUPqSMqVSl6mBjz7AF2x2moDOKspFsmrYCrbi2cH1JTzrtnsre7DX604eZCnwn1icNin9SVf/Rt/DzP/cJ3+dbXc/4+mrxAkBVr7+db/yD33vCWoS1Z4kLIlKsHRFCoet6VusDd5uOu80Jb1xuuQgG9Q4qPN0kphzp+8QwLJCQyWOg75dsdwsuTg48nZQbMtdM1gb1miv43daqeOBRb5UcvdQKhaDJW0BHsm59GE5oTKEkwK+WzN+bJsYSWCEuTF1ALFANVNdye6hmxKa3m0QjDQ3JN52kR3UNAU4IrDVZmxcDULQafIOLrBzK3notNGWh5MR+b5Xz1dU5V9crLuPE1d2Swc1Oq3zU5BuE1Df0VeeI85/n/v34V986xGgNo1rgTMkEm3fbE6YCy8XEzX5B1kQbC3cjtC6vt53gPS0cFF5ZmORb0xS2h47V6S2XDx9zcranv1shsTBlyEOgFIMGLbvMWly2TIVWk1XHThCvYCCbJZo10Kk2PNCOtTaca0NDdOcBS4SQiki2CmHjbNUiNvGp1J5rRptBiv3cUwY3tbXqTD0xA6surhnM4iknrm8X3Nx1jFPHbR95cghMau7xVau3IhH3mNh6VVO6xbhrhcCtt+lfZcmWzFoDKjYvTSWw1MZ9LiOlmD+iUrhCORC4HQN3u8Ru3/L+zYLtIbBVYecb+sHDS0PkhJbGQTSx3s9aNUHVQV8yf+YWPDAaWKVSpKIrx5g1W6AKHtRWY+UqtgJTEVYLoeSGGJUyBZargcuHtzx8+IRf+ftf5G67ZJSJ26HhYWc80GpofK+xcS+YKBVUU3sKxcPm6MmiAioVtRrmdu4gVoV+VFhqsGfZXGiC7zXRq+mRvYwI0IslODeM9BVz6jN845FUGUFLqlsJtPIprhSfp2K86J//pEtVf57nWqRYpfgffrvfO0+FCxHWNJwTECkQhDw1QGF1ai5xpw9vebZp+QfPTrjuCwMTEoz3dbtr2e4bRApDH0EDTTwwDB25wGkUHiDzTOfgN1vynN5AB9avt1aIC/6qsFazZJrUDIUNkBM50cioE4NTMm4LLOj4bdK6zmEdptuDcCcTRZQtI9a+sRZU50g8w0tWsrKworU2l9oGf6LRLKcILIrQFGizmfgaICjOWfgiWBXUDw1TbpnGlv1eEAloyMQQuVbLhLeSXbouz5vEByrADwO2fYMWq7pfXeMJxUShTYVptG1OtdCkiaurExYl8GqXea0TVqmAJobiWplx4lp7nuWCBEVL4Xy9Z7WaaDqbXaZUCAlSq5QSUQ1sN0vUZz5tndQqbmVVW3r3ZkGuybnShrUnI41Gq3xKVRqyzsIhmkNBlCqecP9z4xXbyBoTo7hi4AEtjcIdew4uOTeiNBIZpLCViQ2ZtyfY7RO3mwWbnQHGROAJI1cy8JiJ9xjYUNiKeRFmMSf7jLDyqmOiWg5VEE5kUOWBtrymC79vE0sPZiekGTHbADdkdgpZI1f7hqkEbsfEBmvVghiJHhNFGPWobmOzWT9n6tZbXtkuEBJGD2m8VjfB9Wb2JqyC8FWJNmDUjXpfriwysEg2DrjbNuz2C5o08f47rzD2Le8/fsCb3/+rPHx0y93VCZsp8s4hUmadVltHU9+aaFSHilp/HSvDKtdXb/uKXA4e1BW8zS4fkK17fk3+XC8IjjgPc0JllJMwyz9uZJzpGZNUxHSd41u7u852UwmE5+0/vkPrI4OiiPzMt/qin+R3XuD6y8/xEn+Co/LOt2199T96D5XAk9rGUPN2ywoxmpTTyWmP5IbTVY8WeELhV+jZF9iM0XU8jbZRsk3Wrq/PiWHktm9ZZuEdsZZDJ+Fe68NIzcFJ28azC5RiN7z4wxtVWNGwpKH1Js/OM75zGl5liRDYk3nmrbQtNuA3lfvaTrOHR0U8364NG5nnFkmFpZpKTUvkjMSJNrQaeaQLQvFZnkKV2QqKbzq2KcVQULVJWn9I7PvIOC7Y93CzWfDexiyG3tEexAj6FfFW55YfeL6/ycN+/0cm50wZD9Q2xaEkdpuVEeh3SzZ3K+JiT2gCfU58eSc02eyPBg3sozJk4YG0XIZC1w2MfcNm6Hj2+Bwtto2MhwYdqupIgWJf320WLq8HCw1uyKzepqpanAaxaTRyViyJWSBzF6FToy+0OjNTaQn0UpgC7EOhxDy3HQe1KuOEwLsu8hbFgvGvhe286doFF3YuQScB7hyOfz0mnt213IzC4xx4Vws3ZGuphYHibVcjfFuwuZXRrYiyo10Te2QOPGsSn2HBa7rkoS4404Q6KvRUE2uEUxLtnDBCT+COQK/CUAJbzLNyoLjwtLKgsQ4DNQEKjtC0O7oTq4AGRhZz27K42Ly1qCv1ooLddOYGW+KwYaDOgqsG7x5hPwX60Uy8+wGuNyvOH9zx//sHb/Ho4TWP37nkdh95+OCOGAYP3nluW4IFlKTipHv16y70Xh3umfzzjn717YnIesSB1kCuqjOi9Bs+KN6F2nKUnq8aq1ULefLPPcjEiVrb/yD5OLO/99KVt1lt2U4/McTlxa6PcxQ/63ZQH2NLOf4O8L//ZIf061uq+t8TkT/ngfGLwC8/x1v8tqzv+7HP8vf+s1/icw00kwVEDdaCWnQjISRik5k2wquPNnzt2YJ3tOUhkV+TA6+wYjNETleFvm9YrQ+MU2S5GnjydM0iZr5M4iGRt8k8c4yhIohUPYvijVGDWqoy37yqSgiBDQcA152wjaeRyI3a7R0IPKJjrwa3B+MlVgV7Q++VuYVTH1DbGFxEG5vR1D7lSAaHfx8YGVV5Q1ckxDfA7NY/wnoew8OYYdEVcokcBqWTFsj0fccwJt4bYEvhRDpuZUcngaee/as8by1870Dr+gaJqcybhSltrDWy2SpX3ZLDlFl0SmqUvG/4pfdOee8uchYit0XJkrkVZZiUE6/YvzI2LHfwFVp+36vvM+bAYbegKDRdhinZxSIx9pGiwmo5Md7pnOGLwgOW7MU6BJZhWwLUeYV9f25UCdiqatqvc72oIOYbqX58ldCwJFJEeaYjHcJOMneMbMSk+kYf1FaZr1EUCOx1pKelINwQ2BehL7bx7jyp6kNmp4UliUYDKpYV9YwUUXpV1t7yzR707dULG0ZOHdVpcy2juhQ1YfslkcLEgM7ozIKpO2WObVtFGMRE1i0s2gfqCIyuDXsi0dC6aojdIEKnR4eaJLWCtFUDnc0lDWxiyjtWvZ7S+ZxW/VmADpiK0qiSNbBYYCjUHPjS934FVOh3axatcn2zJoREmwpkU7ES/3w1SC382h6FPOqNbJ2NUcU1hiPK5Fze2mk4eq3ep5B82G6fRNw/1O4ntwMgY8ISQY8qSKMWDmQ6IgfJz83tj6IijeMJGr0n4PEdXh8nKP4I8PP+9ccNjN/ROlhV/83f6Pe8fW/DZVK22RB8C1EeLDJtW0zjMPXs79b0h8jt3Zp+MfBYWxZ0PNKWZ8DSoe3rdeKwt8d713dcb5Z85bZjo4VR4doVS3opuHQjmULU4KhT2/Qi0cm0PtMoQhNqoLKZTfHIId6CvSGzoGqjZnbAKDCJmd9G1IARgufxxi6yNpHfIM7pGsUeNlwvcuEtUtP1NBHyiYGlmm1xM79WDWjCYRKCqDVlx8JunzgMQlZTIPkyI1tGBOEZB5IEep91flMu8De4QxWjsJgLuTWhNhRTYdkFTh8mHl8tOD898JVNQxpalhLZF0MoJm3YyWAyWxRyzLyahKFv+czlhr5PBre/XXHZDYz7wChCSgPjITFNCbRwGFpabNPtiB4M8iygfETy2hZ5/F91CDTxgIHIXiNR3JsRswCaROda06pNY5lW54inMiJMrDRwEGgkknyeVbdea8MpG5m4kJErbbigwqyOUl5rIlc6uHC5tRFVrUI5iIO7AmxLNooEJtxQATELmvlTdYS5GlzOSZcFhkcC7/vMtZojC4actqpfHNyT6QgkgdFEP30uBlntzmvEvleBSAmbR55opR8dKTE78tz2Vb/vJrIHDlO9mbwirVKM6onM7QHQQpTA9dWaTgaa1ZrDoeWVV665vVtwvWsIU/QMVOYALcDaGupzxVYl1CqnsWBax/hdglrSUTVfbaZsz2pFtkq9u+63WjwSZ7/vDkws3AwaarUIO0aSyxEuSWyYuJux6BWBflS/Or6J+PX8zq+PExR/AgOrXH9cWygR+Su/noP6NK7rr9wQKQyaKKo8bAvXg/IAGPoGSjLo9WLi/duRlbRsgyKl8uQyNyVwkhv2hw4UlsvM3V3LVAKjmiHt1rv05vBgrZAklvVOnqVmCkkt96tzRZsJHjcss0myVlvnm+EdmYdErjzrNmdzpSdzkELPaGo7Yj6OzXxbi6Nij8LECgzIXD0GK1BIalVqp4aqvPWA1nptVvGVLUoMQilKiLAbhRCFwygccuRK4T0mNjVA+wzQgr3DvV3sGLwQ+ybP3P2q8ihJYA//AeWOyAMS20ODBvjq1YKkgV2Gr6g5x3cE9kwULRww8e48CVd54nR9YNlMDFNiGBPr8ysO+5blcqRMMEwdOQvDEOn7hl0vDLg3IIWiga1MjiSNM+nesvZES6Kot7J9s+vROcEo8ye675ri7XCvqic1IelRlEfa8hXZcSeGwLyV0SvDD86pEEuG9g5tGlH3ELTAtXC4iqi9T8bAKVsx62tUmRBWYh0PFQjFjjf5Zr+iyguo34+meKQYGrSgrP2+brBNffQK7hmjcU6lqquYwXCrRlUx/VA73pVaEIxYy7h2RQxcBhfBxiFi6hDeErVAfZjnfVZ1j1KT0sytFi5omTzBOiXSE7geCidNZtUGRBTVQBeV7fUpr756xejdnscjvMuEClZle21qScnRiHvwiriKckex8YTxhjPTXA/ayKS2pw2Ic/Qd/UYo0Mm/b895nO+oOv44yIh6t6lSMnaS6at1ix9PphDU9HdFhUkL49zn+M6vjwyKNRCKyPk9wv7Pq+qXv8mvfdtneN9t64s/9Bpf/Y83JFFWGtgVQx0WLZQS2e8WXD68ZrPteOPBgZTg1bfPuKvtB3+4h0nYOcpyu1P6UXh8aJEI02SbREt1LBBE1InmrmLjgsGVwDB6lly5RzWzq/JhQY9QckG4YaIjkVCeSg+YK0KlWKg7aCOKWdlERKtsUwENMyq2Vix2XEoo1i6dNDtwoXBOw4aJMwJrD6kzi0lhRBgmEzd/to1MCnuvaJ/JxA5lK5NVA1IRqEdy+Ec9ZhUVi3++KgpetT/rp5hQrvpA10TuDg0pZm76wOMiTj63pOPgFc7Kf++JZi4PkV1a8H4IvB6UGAuP33uVz77xmF59M1VB1WaM09RRiiEFF8DOjzGokKRhVHP1EL8XTHDZWk8zyMgTEtsobWOv94ndG8ccIeDKShi6cc9EkThXowOT0WrkyOf0u28+d8nDbw2WB6xN2HtgN1Smbcl7g3QwqVWqD7BEMqrMFXqUMJPyjdAf2WHV4dJfG3xWDpx4lbTCACc9VcTABM9Hseqpl0JW5UzqKMA8HSuFYUXwJM6s2Wo7X4H3S+FMgqO9K7dR2ck0n5M6VqhDAKONWEt2z0BLx85fsUEYcmLZTIxTIutAK4Ghh31YMI6Rr73zkBU6P1OtRhoRNp7QVNNg9fPeqlFKJqmS9zo/C7OzjYjPXwsqdo5qKlv9Jb/REqr4gaEXZhF9saDbemKQgVsmRy3fu9nuvc5svi1Cq989guAfe7KpqjfAXwcQke9xpwzlQwLkb0Wj4f3UcqcJVbvFQrGh/ThFE5NuJm6uV4SkPHl8yfUhcEZmS2TrdOQ7EqsshF3D2XpinArvbzuuslU8j8ncMplzghSnWlRelKDOXTxggsA7B+CAsiZxy46WxOSZZvJsMfnjVTPAG3fSaDRwIyOTGBeyGvZOXmtU9FvxeULUo+BwnTfgc49EnDUjO6z9Z/8NnJM4o6FaXtXm3FBkdgu5LkYs3njlek3PnswYDE05SoUY2eSshuXEcf4zlzj+zH9AVsq5fcqxdRowlOa1jqxInJbIO/sGpoCMwg4Lei3KDquWlyTeZyQBd0x8hsh1LLypiVYz231DyQ3LQ+Ls8o7VYiLngBarilVbrm5XXA224e8xF5IOo7sMqmaU6GcpUzinoxq5Hk2FbPNqMUSroYvDfG7rBKkG/FaUCZM5K6pcUUUQJp+TMXtw1sBXt05Vf2+1uVVCOfUTvfetLngvu1IDMqabGrH240KNPhLvJVMiUFQ49ZbpBVYtLj2Ni8AakxUbMKBWC+z8vGyZ6MWUVQYpVB1Tq2JrcmirCsDXueSEePVp7ddb4LVjGuh0Iacq+bmYKGbRRmEiM0gmq7nTXEqiaOMemZELf3aCWBM2RNjtWn7xyw955XLLyeUTNjcPGAusw5FCYe4owVvqpm/aeocExZ998VGEtXXnK+7+p0mrk2JV3LEEogbMI9/x65f6c5uognfiwuNW2feSuVNLmidqAv3B1xj9+TT+qvWHsicZ3w3rE8F9nKP4jwBE5B8TkR8BroD/VFVvX+DxfWrW+kHkTOBGTddxKIGbIXG+HhlG4bBb0C32UGCx3KOHU0pXaPaWp9aH6ikBpgg7qx4GhbfJHNQG5Acyk1g7U6QqeRgmNBJsJ3GETfRdq/fZUTXVBfG2llPuxcQAOoRrzAvxwEgfrMrY+DwqY/zEidqiqToito1ZFVu3XK9uqFg8A25XXmLVkRwoXLozQkXp1eH9hHAi8G6x79+SmYhsmLgmcyfWOq0PXd3mLesv1DnnN1p1873fWa3Z9zF2WgXfksgq5NE2w6VERDML31b3GKqy1eC+lzAysUO4yIG/vw38nhjQskBy4XyduXpyyeMxcnq6o2kG52J2vH+1QtU299aTFeMlRm5RpBTGIGS/FgZyOLbC6qpBU+W+D4hl5/eF4W1TtN8eKbSSUJ3YSyaLzZQJx5+v09YK6kpiQSv6xj1i221VnTmhOAra3mf0ZM0q68zSA2Xr90TC7mGVyjm1KtSQlDpfn8ZDe1WQsftWvVKtkH+jjFS6SfFO3gL8e9bCq2HeeLnqGqvuGo/MIvi9wjnKBnUKg7WFjya9x/ZmSyAHGEvmfZ14KH5+1Ka35nWojKMSJJCayJgz45T4pX/4Jl2cOEnKs/2CFZlTErfFksTOz03jY5J64ZPYZ1d31Di2oQudX7lxrhuLt779c3D0aL0/Trj3wMyBN5F90nv8pyI2IhGBg3Nfs1g36/5r1d+qSF1TAasN4e/8+nVjYJ2D+HcBROSPiMg/D/z7qvrXf72v/Wla/+Bvvce+CBvK3O7JqgxjAI2MYyJPa5YnG57dLnn8eMHYNzyTnmc6cSrmWGBTNUFHA8w88Q0DhBt6hmAGoK1ENjIhquDtH9uYJkYxgn2nxbGm4ohFE4iOnllW+j/+MJt0lc+axBozg6hn8xM5VJJ0RffZzxt1QCzgap3DWPXYVtFwxdGmtsGIb5gHJm6dC7fH2ldQ2JNMNLqoVWKiiAZuGdlKYSOZ0YO2fe7aGq4t21r1iWfXvu49nfXLSm2p86iqH6PzayobsklnedUlCkWEHiNqd0SiJp4xMulEIrCksdmrRlpVbnZLYtxx2gjvPrnkM4+uGcbEOHR07YFSEpttxyJmdpJo1ILi7ZzxRxomDzp2zqt60SBKUgvgRWolqHOwS56qWMWo9BKJemyCTqIUtbN0w4AEn1eJgWCeX3Uuae20CkwxuNaJV/yA8fJInJDY6DRnHweqt16m1QWiFjhbjjjI4u3TFV4JEjn35O6YeFkQa/x8GLCkzNy7gQzearZKjrmyEq+M68hrQB0gdUzoemplLBz8c91h7eEB68ZkMb4xVP6dBWZj8maKGFo2UxhKphDn2WvBBuL7PhGLsFpm3nt6woOLnic3J1DsKW0odMXoJ/swMnuOAk0xINat9JSinBHZSjalJGqrXPw5Mfsxca5yrhWtd5/m6v/5C36vS4Ae5+7gM1ZXpLHO0dHarDq63F+Tp1TBk/dWxZWGPiUzxY9aInIG/DGMhvEj/AYQ5b8b16MvnvMLf/tqzrauEJoS6cfEvm9mUe/33n2VZdfTrJTXpsizqeVtmTjIxBYjuYsHBIAdyiDWNt1IJkt2KLvhwITAoIUsEwu/nNVGqNoz7T0g4lntwMiKhoZqlYSJDagR/0WUiZFBsvHKOJrZHnUXrRow2HpCVOds/ugcUDwTNL+2quBfA/GBiRUNOwYGMg9puPLfD77tDthMLamw8ZbbRka2YXSVlgrwloowmY9O/BhrYLy/DM7DTISfTa8UA5QoVDudvWS+pjteYUGk8IyBN2lRrW4kwUErDnIXMzIeZeKhLrjWwoVEyPD4dkU6HfnKdWCzf8T5ycQ4Cm2z4naXUI28uzMh705gr7BAZpHlRKLXyWDsYvNeq35MmaaGw8nvBJvnBFdZkbk/ABWd6/53KgxiwuujZhox4YY5YtiPAsdmhFUhXqGrMKsI2U+xjoWhwMJl2O504k4MOV2wuVdyNOSalsYTphNvDY4e2Ce/PifAHYYiXXKcHd+fLU4IN6rg920OPvNz0+iAIGJtXlElubVT5RseN3uhupHU79Tq+n7FWyXwCjIrt9TWcmX+BYS9ZE5UOIi644U9vSjmlpOFogFZQmgKwyh0UfjatsLkjHdKUBptzUJMbMZYtVXPNHLLiArstaYOFevpY52a7InJxpndmE0d67P9oVXivVsgi1G85nNT7wusEzX63yYpszXenK8GTL3JE3kBBlVeQfjUV4oOuvnTwI9jlI2/DPwVnz3+lluxswdz8JbiQOBJEdpNQxM6YizEWDg93fD+0zNuti3XpfBEBjMlxqDtLRHUhtYFZUdh762IkcIkBqWoeorVoUIRGhFGVcuU51w+sBfjCw0y+oNsa6TQiQE16qj94JqIKUSv6vYMkl2JorY3j7MYa1HVITtzEMwUkkRGB8YbHy6gkt2nsKpqmDLGKQ3vMLmqiX2+juofp7yHEcVvyeyw+WblIkJ9Lo+Vog3yK1rwKEY+L620gepiYN53ijB5xZTRWbe1oWFE2fo217kW5gKrygvijT5oNbITq8i+zIHPsGCnNheNJfDLNw3bEtjthUdjwy4LqNCJEqJNRG8wHttFBHJgi0mrHYAVgayJK80gikphUrM6qoau989GT6YlMdrUiCzGm8uEGeEZ3Dn+Ts3ZZU445N4GObepmZGvlTRe25/13lhGJYbCSVKjoWCqSpNm9uLqKVgLdElkxNq0onDfz6/1a5MxTqq12QyxWpmwiaP7SfSf7VHSPEqw+8zExgvBZ4O12sxzRV3BacqZX9cJ9bauzbPFn4MBo0T1TlUyI29rme6ZEDET3khgEqNn3Iae02lNxlqxHcaI3eUqfB54cr0gdpmhj0QSsTR+TtUk+4qB3UQFDcdwN2nxwNtww4GFJPoCIVgy1WMOMhVprGpP5CRqQCSraa3x+41iU73+aoFxpgXpEbh1tIQ7BkN57jVrfyJ4MBdsNHKKOY7IN5PU+Q1Y31JQFJF/CvijWFX4y1gg/NlvUQf1N+VavLYE7IbNahmtcQkD/dSwPwycnxbu7tZIVJYhM6qBXkasfZUx+bRCYlS7vQ5iLc+DjIwyOSxeMbV6e+DAKoWDE5CzByUNgawGmHgW9gwU7iicirVbKLYBtdgcrEL5FddTFXOwaNySZrqXEU44UVqUojJTBERsU4kaKGrUjiQWsAc1U1Jrk1abHZiIPPXp0YLkWbY9YAesVTVhzgrJq+QgR4SpVYn3J4MG7Khmw9nRsaEi4fxzVN3F2mSqM0hDsCqqxQNKy50cCNpxoHBOnDdu84209x0IjAzcMLB2eYQogb1mGhK3ag2iIRvPbQvcTNZi2lE40cBiCh50LNHZFuXc29Ym6o4nK8Hd3wNK9vZinfLVxEC9einsmFiTXJXGKiq8ysHPaVF1LuE3vs/rZlfFrStvTdValZFII9BEc94IAc6awqtjYlKYNDMxelAz9R7juJnOagW5zJqYHD0EC8dWadVQxd9/h83ODtwPXKakchwtVJ8/9y5F6bzKtqBj22ENgJnaYrT7oVaAJuqgDFIc5Vnm+3WHOXCYSIKw1ckBXSYyMDnfxNCxyt5bxogSg13PUkCnwGYKjGoCEqI2d1uSuNNCEdiXbCIICic0vKmRdzggBC5L5HEYbG4n1uIcVUle66rUhrEBjPY+HqjVn9aL/Q1ugPtWx+HeP1jH4jhiuX/P3F8V2NOQ5ru1p3zHAyJ8jKAoIj8E/PMc3ev/CvAj30zPVET+yG+1meL2/QNbz8QnKRzUsHzPVLgchWnsuL0LTDnRtHt0SuyDsMoN12GPChx09DZOJoltcFmUSXCEpTqBHjf0LNSZTkQcYZcYtFDESLRjNt5er4Ucypx1G0AjM6lVko3PGKzTWC1kyqyEMTLNWXjV3azNGbCNdKc2X1tgQ/ekRtxW38yCGkG8ctjOgGcMjJJ5pC0nNGz981WX8arKr3AMcvc2RD7w+N2vFCsYyB7dAWvxVdJ1pOr31IryWH1MKp6kGBJzILMi0ZHoKLxKx5pjm6j1M2HOeIEkiZ2HyoVEUEtC7rAkZOebfyCws6kXCBzUlGPXRFYEziRzUOeoeqCohPUrnWhJ7BhMrkxq9u8NMnG5LYwgL8DeOaG1asevk9EuKkrwuIU9n+HDvc3NK0ir7DI7BgJLuxpqJPhFU+jazLQ1RmtLZFVMYvBKDkySWbkBlNGMMkEaklqjL3vi1VHBL+rBykA+RoQ/2h0d/L6YfDZWCexV0Uk8CI8CePVcuzpVIh8MzbpAGDFA0sE/8kCZE4bB0k4Mja1OfFdHsFZjp0qdscSM+vz4TK/ez5WeMWUYCUw50EpmEYXofMhWA1VzauknX0WtE+L3eANc0HKigV+SDQuNZC0Mfo1H1x9Foz8H1jrfMzJ6B6pe12+6xK6xCRTYbmDN2Q9CvWo3qd7f868LZJ38abV7VdWC89Nfu+Phm6cfdQTf1vVxdHV+HpNL+6Oq+kBV//RHBMTvAf78izrAT8v6wZ96HcXQmUVgCmXmCG6nwFTsYeha20rbZDOgBeI3vCHADpJNyksyO3F7KI6kfLAb6b4xbp0TdPO0Th0tN6Gi7IOiwWS5GkesTqrsUUYmr1adaqH3LJ/Aif3GwwtSXbdtjR4QJ8qsp9hRLWtwvzY1GxmszZZRbmSgxYjSJyTTPxWbfQ4eZq2lZQ/ojswOg9Uf5AgYz540AL7p2JMXHelYuWJ1tmpAGvsMdfZjhqvR23T++3iLSGs2LDzAFGbOJRAx8fGvD8cuHCY207LWlLVgd6Lc4Q4HItyFzDPZcyeZndgcaCuZLeYuMDCxoRhh3K/HgAXi7G3EEXMk2MrorXXrVExic6LB77+BPLd4jzM4dUTx/UrH6DXIhwfED1u1BZ29JTpL06vSNRNdkxGx4+2ARzQGxlGTbRs0U7RQwUoDxoCb/LUHf/0qEh/m61j5d9bKtMrS7onBalcOnlIVwSkjx5aeBcsjh9eq7sKCmvThCjjervUKevDzVTnAI8WRm3munjuJPj93n0Gs9SnU+eux2zJ3OmpQVpOvm9Q+7aHArhg+vaNKoxmoqXOOcaNhvqY7fyqXbhEXiuMGxCqzEU+GpdAzsfM6fOLIQf3IJfW+r5X6EbFak9BK/qnff/6eqYlE9te6fJD4l/7dP/AdD4jw8dqnP49Vhxf3yPvwdeP3eX0JC6K/pdZXf/GOA4WDB0bBnBsWGphIbA+JRVdoQ6E/LAgIqxJpMSBBoQ79IUhAnJA9yJH0cKQrHHUL3cIUVIhifmiGOrN2SYgG+hgwFZxY4fuioGXOPo3sYB51tQKsm6aKo0u1knsrweLIgSrOExy1Am2Uo4e7He/OJb1OXYi5aiO+woqD2la2pmFPYeUtrxnFJnBCckbnOG98gBOza0uv2iodvR1HmGWtWqreo1WyUPUahdp2mxCS6nyOF8p8/tYCTRCkGJR/h7hA9HGDTgRGKW5ZZ+c+YC2rA4U+1GRHmDAk4d5RrKfYZrZHeI3EWTTh7CabjJYlLwbuQb11KtaO7jmKW4/UqtQtvoBebT5mDhd29kY/b8/vXLWL9XVVw/2f83/MCIjRK0YaVKqYu/HwuqbQDbByub9zT7Km4jNtKnctUNGLjc/jjt0J4c47I1ArxEDvdyOIo6tt4z94g7siKg0tbB6XAQv+h2Ln3gBMjbdZ8eBzvHfq/VWl44owJx3VgK0mqRYQjqQeM/AVv6dN59Ok9CrIrQpymBxbr4ADjbaTCaZbG1kZPBjCcfaZ/Zlce2C7pOFA4TUWPJORXm3+aEIGVXrOQDZRqoPHsWX6/Pz4my1LgowSVscQJjcpc+fhA69ZV4DzruO/9t/9If6l/8kf+Og3+g1eHyco/oeq+i2ZBIvIw094PJ/atd8PTKH6DFrH/SDKK2r6+iLeuhkTQaARZdUW9HD0KKu4AJOjMmbhVHULfZY4OlF+4Q0kC6Z2M+789lPMaaD3alNFZ5mzqi5hgsdONi7Zyb46Q/t1fuDtcemI7LUQ1IK2Qf8BP4aIBfI9ZvwTPKCKu5njDu8bJpKGOas+SGFi5IaJM02cUeHyR2Sh2TiZZNZORxBra433stJaTYnzswyuYk3S5BVBJUAXjMNZzxbcryptllhcp3Whpv2TCFzGgSYJORdaOowcz4wUrmpDd7VFKja7a6i+erYK6jD4zKSwlkDR4qLXdvYW/pOZyCrYPPVr2V5l60AjkYiKIYsHv18SkVHt/XYysZMDVc5N5IOJlTW8vr5ZVknZH+2uZyupJWOCua6cEUHhMAZiDOQSiAIrrZ2GRCFzwYpf0R1BgolkU1ys2irORKUKGRJ44cFq60Fw4xu6URPsWG0yXYEj1l4MYoEvz81/87zcSaGhsFILFEusCbjw90wYiCnD/DQUsSBZxSkq4byC0BosWVKv6HrUwVAGSMn+O6s5qRT/NMpQLMncoyzVKCD4dRqooCJLWk05psx3+YgJJphDiCUYD0vDExnYUukp9k5VjrHO5O15ukdb+pirdpOQTHT6V6B6LR7BT7Wb8mM/9hb/57/606xW7Ye/4HfJ+jgyb//9b/VFP8nvfNqXdFBxncUzR/OSO3ChK06ysD20LNue4nOi/Rh4SOJaMxvdspOJtZjqRs36TTHiCJmurYfqqt36ZCwzsdKGQar/fPH5hiPKfEeu7aPKpjJRcNMf7N0lu1BMd1Fs1mJcrshabdPd68QpiW3JlGAhcfIH0aoUazpJCIy4qEDdqDSzpqEXEwzOvnHYnLHwmAGZH/xAVdDZMrIguIekcfWQeh6YN/AjOtZFyalqG7YarV4inojMbVOjY1S+ZqsBKebyvg2FZey5miLfK4GnWDs6FEN94tdjQZiBUxXBuXD/SNPTLGTnNlqr3arwWl3XRtQBWBJ43yvNVRYWQXiDRA+8j3CDUtRkxnqMoxY1ECksJXlVk7njKNxVp2YmWH3kcj6/KtXi4y6zk7JjLxzblDFEiio5W5eh8fdeEFhr4B0mXmPJXm2GDgb0sQrc9IDt/ots7Cmr9R/4te2luIeffT/73N0ANo4o1TpjtoA3YGjMQQqDDkwsvPkZ5wCzwBSLJrUEVbw9bOAvo5VUykjx+62Igpoma9VLnVv1WrHgVV6iSul7J0Stt2GtW2XHERk8ApcY+Kfzz1FnpktMhcfk7Woy66AXSRR6Q4CKJUVoJe/X/arWiAHRUl2zPtayxLXe2zhawO60KIHf+/te4X/1l36K3/6Dr30Ld9N3fn3De19E/qyq/lsv6o1e9Ot9t63f/o9/hklwiLZlkiKG6rsi86bPNLIGDkOgjbASu5mq/JRwtF6qD1uFe2998lMBJtkrOrCBN1gAWmh0MIArjDgK8wM3ulQqBfQ6saQxQq+DNSY5PioASQ0qfalrrjhg+pUmPTYUk3QSEZv3aZ5tf2qb0vC0FbYOWbMj3pQk9pD3yDyV6TBVoFZtwx8p/vBXd/Ba41XXh6ON1QdbzPdDpHoGX6vLQNKKKgzHrFaN+yUKawKfDYl4suNrd5GzmNkOkSTK964m/uFdw5HHZmdsR0a8XbnSxIE8z6sa38irKpBVI6bHKShbtTbZCYlIpMOqlTZYl6ER2KiyppnxrxOZIpkdSiuBTlvjqqHsfVb5wT3uSLqfjYY+ZBM8nuVvvgSrnEY10NQjOuc3mnh7ipGsgTYpq5jZDaYdeoMJY9eZYVTzeYzOd+wEDmr3WI8BoBJHjc8dhcfsUIS1tHPrLnvQyFqsdg32aQbgjMhBrKW/J3NBw0GUJUeRhgHhDAvuVdfTnqfiFaIFjp7MgckQqP7bnab5VFo3wirjiWm2tOoEVO16V5RtnRevwhEvMJbCQqCRidsS2cIMtjqVCgwLXFNYegJo5yWx8t7Au+xY0TBglAeF2eKp2hDXuXHlMX/cgFgftsqGFOD7fuCc/9vf/q+zXDUf80W+O9c3Swh/AniRQexFv9531frKl29mQMmIUSeSRvaSHUzQMo6FFAOHIbJsCjFk5p6pGkl87fO2Y8sGBrFaqKrUI9WmyeyEqsxViztMqLWrzNctmD5jHZL4qjWtcdSM+G8tOadTSJkDjOASXGrZ4DkdSwncsecRKzYO+OgpRFF37qgTR6s99xSS+z4eghnaVoRr4zJhISharM1q6iYNDZgdExOTFBoCG3Q+R9UY9b4A+ORVW3EUoz34VePVvjYYg1XGnUZUrW1ZtNBqZCMDv40174Qdb4nyxfMeVeFqk3h4cuDt3clcfZlaiAln92QzqhVrJSeEtUQm95er8Hfz+SssCCaSjglTG7VCWQHnCWIBCRVIZG3q0auUyek6eypnLIMYG3Ev3re4N9epQtbPue596LrfSvs6jifMGZOKcUEzpnh0VyaWJG6GwGlSxsnOeRsLKRa0KaQciUXZKwxq+N8bjE6U3PV+kMwauy/2ZBYOzDLJvcitN+uyKFsdWJI4YDqnAUvQKv3GHFQMgT3IZC4Z2Hy3wcTlXyWRyZzTMnEUtbBOg3p7Wu4JChigqXjSEbQSNo78u8aBQ423bKsY+3Dv/BvAySrtXYEgR3R0r7DXYBQXtbbnnmBKWX4/L7HRwJHqZFdsoPBQF2xd9crzZNPCpQp8GIo0eO6QvxEy5husH/39r/IX/u2f4Ed+9HMf7xc+JeubBUURkX//Bb3Pt5KDfCrX9//wQw5iRi7Foc8TEzvn920niDHQFiUEeLxLNI1yi4EwOg0zxr22A611Ohm5XuQDJ9AeJNtsTQAMKiG2QUCNG6iMLLFMNFckgL+2Osihum4fsM2lVql4FRUVGjWLqVe82up87jLISKfRwQhVC1PYYvSSLNYCs4opIiqIGBhj8IfV0KhmNzOGCSnJ53hGEynArVdhe7LRVKggIVv3K9vONyGRSjKvyisVJWftq0otCWpczLUKDS0jBhq6Cjs+k5TzqObKsWlJAsuhYyFW9Q3evhrIRgkQ5Y5h1pJtSNwy8JCOIsoVPab5OlHEkxLNztm0jS4hPCXTaOSsJk3BKon9CINm32AL5d48aBAYdUSrqPNzT1wRm6XWJIIP+Znn1/2Z0DdalmDYfHMrmZ0apSTlCEOhQYmipJRp2sx+aJgytEPkTqt8m4G0GixoRDXk5sGbfDWAFawitfvX5OIC1t48uDN9dFRmcfUn9VZkprAgMXqgEg3cMfKqLLjRkUjnjW27m3pvwypHYvvgCOKZBA/gnYYKr6lgJ6vXIkknkAhiFlsXgkvYHSvy0Z+FJuhMhm/SxN1oz3hHnO/jEUM0WyJXOyw2h24Rbih+XuDKJ94BDJ2sVUjeq245Vnr3n6EPWz/wg+f8xb/8h/nhH3njI+6IT/f6hkFRVf/Qb+SBfNrX//fvvmu2NLg6BWW+1QYyz4CQA7G3lsVpo0xZ6FS5IPGughbI0YJp8I3dWnvWerwPmbYHNM9aosc8tUr9Hm/xxsELphahLoBsrbcGQ0qi2TNa41nef70aEDs1fKo5umdOaZiI3DEwaiFUbuVc0RgMYo/RBbLLh11xoNNAIxbSLKevExZhRQLFKRum5nJB43qZJmBW+YUVOTe7sQXYF6vAjB9mjuE1N4/z42+t5ZZIUlirsMBc4vYIj7ThNBYeLA3uMEblrfOBB6Xw+G7tqLs0c9iKX6M7xjkxiRKJaoHu2mkTgnBH724GNl+rCNAdEyfSUtSI+fssTE0hT4FVA/spsKVyHA3pKhhdoJpF13Yh8KH48FyFXu//+zdZH9lCVSezY1ZLxvsrDER2KqRJkGSftWsmQjLIUx4tKdvsYQmuK2oz2ZXfY7vKFPS8YCBTfRL3kvmabJjEko8B0+stWkyv1e9Ba81nemXuBmSCu8FnFsWk0b7ICQbWsnNr1bjJGPY+ty1+rreMDnQ5np3adagntiLKa2u9YET1GozMt7F4XeugMVGKg22KKocxMAicauSAchEELToHsYq2Dp58nmhiHQvvZ2gwj0JzljEht6guEO/H1GD6sua9aOd+fuiBz352yd/+O3+Ki4vlR98ov4nWr1v79OWy9YXvfzAj8CCAW8i0Yg+XEfFtGN9EOAyBJsHlmLjSyYOTtR7FZ351JlfbX667C3hW51ZNDcIJkUpGr8rzUU1RRYEFhois8mZgbcbO2yjBZyRr33Jtyzcx6xWJToOLdZs49kDhnJb32SOu/l9UyUERrXMbh474MRsnqVI0PigVXFQduRdBTPpr6ZvjOcJ7FBYOhEgS2HqtEzHZskmrKHithCpU3DQqq8ujwYIsMWidGlBBMA8cKvAGiaYbIBYetEJJA//46xt+4cmCrz7rSO2IDIkuKLtizgwFceBMYYO16FSLI2RtU1xJ4IbRt93siUKla9jmHxSuGHmVliXweILPBEuONmrCAnvfuaotUAVPzUHuo4LdC+7ZiB9H5Y0Oqq5OY2GinwKLpEwlsgg9jy63lKcrNj2cJWWcjHixo9B5kNhh88QJoxYhYkIBYrQLAc5puZOBCeWKA2tt6KTxxNSewarOtCLSM9HrxBAMMDYwMUhGtOMdDpxiwgmCAd1UKqBnmtvdI27V652YjM32q5l34XgfmkWWBb7Z7FmsKjSUbL0nrS3bqnFyl8DehTgMaDaxkkivylqsUzO51dkJ1hkZtPCUgXdy4UYKJ9owYC6WSSJZB0IwvddIpTvh82477mUj/Bv/8x/jX/wzv+/F3iCfsvUyKL6g9T1fvJjtaQY1nmIQg953BHYoa41MozBOQorW9opi9IgzzIU+erunBsSKbMzPBRGrdWxusZthJepi2sFz9irFZQCEhiMpGuxYDy4T1Yu5pN8x0mCea9UxrcFmPQ02DzslMRC4oafDHLZbAhuygVnkyNmqPDO4F9yx9xMyjQoN1fLYzhnFNqALIop52RWUOx2IITIxzoi3GXcq997HN57Wz1tSHI3o507vHY9vLlYB2yR3GwI/sBy5U+WkJJbLnl98FulH4WFSDhO8PTKDQmxGU7iRkaoB2nCsSXsmgsAGqwwf+3WuVVZD1bC136vE+msKazFz3jxCS51imuZmJZELx2TpQwPeR/XFPurfP2IlxY/bPAxXkrhRUxVFAxfBksJhEPqyZj9MrBdKP2RkjFyIslNhhXBH5oGnKr3PEvcUs+3yevzAxCiZHJyDKNYZMcmz4txg88IMXi0dmJzAbgnYJBONRtNj9YbqgpYD6iHQAntPYdDMELL1KKSmAFbtpdqqVcM0t5jTjUnROXxHYIVJOk4oPeZRU5PSyoHcYq3bOyYe0HCj1sY/WRSmQ6QJaseuQnVKSRi9ZB+E10LkvVx4RQPvU7jjwKkGtmquOr2PMEysQDg5S/zrf+E/x5/4b/zIJ7/4vwnXy6D4glaI4i2so+RT5/XJRiZeUZP/PWgiUiALEoR3SuGExHv0JBV6zUSfmR1VOSt8++gPWDAd0EHLbPqZvJViv+VcQK8WMyY7NtYWm5eekwexoKYoU3lyVfm/UQukC98KTjBLK5tvxPm4Dkzz566g+SO9ng+08urWDt40VattJ8qM4DPHddutzb8xcErDre4Ijkyco85z65g8iKMvjw4IR59Hq8QT5kxyQuSURAMs4kSflc+/fkMzJn75vRMWD5Q2t1ysJv7+u0sekuZgjVcvHdYaXhDYS2GtlqA0fi6P8CAHSolv0LgxrUBk5FxN/mDClUmKAZ82ahu8ba722Wu1OK/7f5Hnvv6wwPch5++bxsj7Fan/vZ2b/RWmbwFl563/Qwl0I5yeDByGwLobuL2zBncISiwWHHqFSwwksvLEzlRmjL95hyGpWwIbGbhi8PcVP5fhKGiP+U+Kl9ERoVNT/pzEtGknn0MuMU3YZzJy6vfJ6MFxwGzKFJhk4ihuUeZ7KBJZ0FLIVIF+ez6OzNRZpF2sY7LHhD0GT4EnP3cDOneMFDiPmaRKkwoxByY13VSb49qz1iZloYqWwrXajNW6LMJ7cpS96xrh5/6tH+O/8id/mBg/jpjZb831Mii+oPV3/pO3jTfmfw9AUZ8FeosyY+LYAaEJhZsp8ECU9yje1qgP5DS3TiLB23Fx1tNU37XqBl8Nfy1Myb19q5LVjbS7R4zI7oi8CqYpQA4WrYLaDMY0OwGpQtQ1sNhaE7mRwaZ8qt4KVNd6tNet8l8fWPd2XMEG/QlD6wWC8bUUb2JZ5rzwoAHmtHDQzEKsbTl/2Oc2avycVBOqcO+tEzZfit7ybbxVeyCzQFgDTSwsZWJ5mkk3S6Rf8OS24/xyx8MUeZwLo1+jg0MdJjJLiUwYnUNQnxmKy5cpoxxl0aReSDIHLaxoiN5i36lt5G+r8grqZrLm5WcAo0qtcO2UD5sTPh/APmw9F/0+Vmf1ud+JVPSzoT63WuXSo7VDRWgiXG8WrBY9d/sFSGC9zOwPMGjDMitPtPAGxrEcyayDMBRTQTWaT2DSwCRHUItpt1YBakNhmkOFjxAw8b2EIaARe8YGxdM7m1WuxDwpD37PZBT18nvQCULVOZWZQD83jtXaj4kqcG9oV6NvVIukI8m/Br0DR0m6xu/2icIDEnuK6evmwI1MnGohRiBHB6srrT9z702ZFDPblPnR0PL/6Sf2XuX+5D/7RX7u//KTNE3k5fp462VQfEHr9c+fzFUc2MPY3tutTVg7MKiwDkqfaxUY6Y0MQfVi9NDnyMniD6FVe/ckPqn6j1EafzALYQ5fuAiA/YLN2iw4w70Wqhy/DlQvwUyPof+O7oc1oNgG0CMkNfxcJ5FRRxqpAsz2swsio5p7e9avr0COcH57XdRacUtNLLEZ5uCvZtWqt1mVI5fyG7ULa5D2armiXauLSBTloBOXtIzAlpHXaVkG5eHJyBsP9/zK43M+ezbw1oMtReCLpz3/8L0zCIWojROrbb41yMRjejp/8+oYYTZG2SsFoeqjmmqRomqIysrftHksrKRK5qlz+UwIu6c6vteuwBEUNc8W75+H52eNH9EmVY6I3o9UOFGbSW2YeMSCAVii9GFCiqKa6Viw0EIcIsukNGNk1U1oSmx3iTbZDG0siS9EM55dI0wSSZLNkFoEyXZsG9xVAgt+EROeqB+zYC3G4PdJDdaFhp7CnVtcmzaQte6zVHRm1fC1ANZL5onsaQlsfRZsT1L0maB1MGoPoPGBw9GH0ZDNFTC3l0zyNv+OQis2bWw8yEXcwkrhmpHvDR2/ykAswplGOoFbtWpyAaDKMijnCu/EiUdnLd/7r/4O/vyf+cdoF59uruB3cr0Mii9oPXywOm46anyjRPQ2mCPgPKSEAk2ANhTezczw+khVuqiBdJpzUjOJ/eBGVVVJBt90T93jzzaHWmmpo9TivZB4XB/cQ61NK/MjbcdhYBDTm1xyJNQrasLlmF3OQe4T6au6hdB4Vj745hz0/nvW9uYxiTCelp0LcyuwKrEBTrThSnqCB8YPfJDnAmQFNSSEqEeafUbpNLJSk8qbyDxkwanAmytltRjYTvA7vvgUspByYF+EX/jaJV94tOU/+dVzrpkIjkE9YBZZZs5ssmKRMLecW5/F7pi82g8gR3H34nqYEVMXGikcNHsQMCGwQKAKsI+SZ+WiGXX7AlZN4b6V15uAC+fWrmhdMNvE2x/ScavZ9DgVdGxoknLZDRz2cLqcGCbYTZFFk9n2iWUqbCbhJJlJ8xfOJvo+8Wu7lqziHEO7hkuSk9gtMTlo5gwT466tyw4DmtlowBDGPdlsnDBVoUat1WgKSviTcpSF2Eo988drVq2kKl3f6v2CYKa/1p1woJyPKSJCUQd+BeHWzaIXBFqMK1wF9d9iyVXJXLbKs0HYREOkaxC64jCrVPjtf+xz/DP/m9/P6nLxQu6Bl+tlUHxh66LelHpU6KhDfvGq5eCzEhAORZxOYHY4USJBJpJUa6QjUKYTG9LbHNHalXXV+Zxxo+5x78CH8TK3Ikc+SMOuQBjU2nmZqt9onKejJY21qjpMauoBiRsKPT2Dt3aLKKPmub/acETGmhhxJf/jgsE2SzETWwNQoLYpnBIdrlBFsSwZMP7hxIV2HCSTcybHD9nC5/aybWATVXc0gjtfmJxaIWjmTVqDw4siaSKVwPe/9YTtWOjzKXdDIB+WvL4uPHl8SgCWRO4wx4GDGMBkT2El0T+3qa8e7Y9arhhImDh0XROmcjKpWU9ttGftktSVC7nTo77qINZ+s4BomMaoxzZ1DWyVuP511eI3WXVMG3zbv/87Hxos/RwPZJZ0TDJ5pWkqPV/THQ9Kx4VGx0YXumbiMCSqE3zRSBtNkee8HegD3I0BNPOZTpFm4jQqr+TIVw/JQF9Ek89Taz0utQGBO3omTM6i6onWY2xECDR0GAI4EEAM/xkkeP9Z3VW+JpwRtDAGe/aM01erRUE0OI3E0K2To8iD1OfPOgPZ73tBaL0DkMjsxWhMkpUzkrfYAw+ILFNGwsjbObOI8LQYev33/bOv8Sf+4h/k5NHLIPjtWp8oKIrID6nqf/aCj+VTviIU06ysw//o4ekgplei8wav3oI06S5RB+nLEWmq3i6zTXS8p6N4byCntRoqnmFak3SkCny7lmfd7XheyaTKPstxR1QYHCQyebDKnvEmhBMCT51yYGHLJjCDB57KODSuInNoWxGNy2hvYVWhHu2A6uyv8XNRKSZ1i19jrvN7ClfS02MO8R+64deP8tyczbz/jl6RbbXXQViJsE6FXITTiztSW5AhETzDHwOEouRm5LV4wt/PNqPKgptAT+Amxi1WKSaRmUiedaSR4Ejh43HWtqeIJQuVf5pC4KAeoETpPJgPYnqn6tdzxkL6eRC17yzEZqTfKCB+WJCriZX6Kx/vm29cPS5gpk4EtZamDQMERNnIwGNtWLEgAYe+ZZwmOz8RpgwalD4rV1OgQ1gn4UFbWLWF7T6xbjOrtnDSw50aKMw8Ce35GLxqX9Ow1pYklahf2/9KBS5tMGWkXFuVHp4jDYrhAJInMwOFNQ1XleeHwdeE4GhsS1CrTGA1zNV7fwSIHnTVk5eE/TfW5AObP56SeF0ihMIkynKV+OJnOv783/ov8upnz77BFXi5XvT6pJXifwB834s8kE/7SgnnOB0JtYK3eSTRC2w0E0iccjzxz7SqwESWJLbeJLP5ZNXwZDZaLR8yIxKqIbDB9quB7P2Z04ipfdRfQ6uXRTkCFfRYPY4YpWHElFIGCmi12RHnbFmmHsVoyJX2UDeG6pgOxl1ceLCodlAjheKAEttU7JgaEj2mQZkxHzmzyoEzEncErv0U3Kd8zLuQHANirZrG+fVts1ticlemF2p/pGRO2xEpia/+2is8evgM4oR2RtgoY0BKy5PxuO3tmOjdO3Hy9nFWmy+JVjiIKdsk7int3Tu+KvDcz9J6maoMtCDMhO6aNE2YHVCQDwI+kh4l3AbNXoU/d24++PbH4Ki2Sde2Y3WFuD8n/7Bl6FpLYDqnRgzYHDUibELmWg+cqhFObgfltE02Ew0KwVRjLhFuRqWN8Kib2OTIskx84TMbvvLeOQ0TQZMjo4s9B95tiESy2jnbMnKhLQHT1RVXWqrOMw3B26VKEZNlNC9BZVJLKge1qWARZRsMfLX3M2YdiyMvs/E0d9DqwpJmyk+QakRtykUdBiKrrdisNko4+HA8Iej3tfwP/u8/yYMvnH/EmX+5vl3rkwbFhyLyZ4Ffwaylbl/gMX0qV7VIWmrLJC47rbgNzRGSPVHoMbiFtTcDLYWgwihu/cMAcvT582bNDOr4QGXAUaWluReSbVmTzWynfHv2WdZxDH9U6xeMP1jRnwVFJZM1UPynKmDngKnM/LLssZYb878nP5ZahdUJ4VJNQq71z9SKqeEAvskFKkevvn/rFaLpUFpg35MRdYWOuVz88KX3/tX4fcpaG5YaOacBNc3WncJ5EHZD4s3Vjtj2rE72/MO3H3GyzEx9YNkVwlVDGwRymBGlO5nonY9qtkBV9VWc7ynsBJa03LEneIu8VtYV2mGz4+xVlgkOWNJj90p1X0mu8t0QmNTarHs8IFMrGnN4uHcbfOhpqglS6wGx+gBW+sp0r1r8sCVUoBTuL2gJofELjUt5E0Yu88CKyK3CIgeyCk2cSE3hsjmwSEIILSXaOX1ARxDh8fWay9XAYWjmFCsSWGrggLDCnjfVxJ2MVDrFGQ0VXW3AGutcrGi4Y2TC6DgqhtKs2WbVXS0IezExjo7EgHm/WIJZPBha8tBqoMVkD4VjP0a9Es2Kz5sF0Xv9FVEuXu/4C//eT/Kj/8RvLv3QT/P6pEHxx1X17wKIyI+LyAVwpar/zxd2ZJ+y1baJtZpRaaNQs/dKylaBnZoe4d4DikHFjaEkqjQagYkSjia/dT+qvKjndSgrgrNF2DvgpRL/K2600ejzHntYj3Cc+0WnzO9nlVWhEfPmW4o4kvMI7hEKj+k5o+Nd2ZjEm1TxALNHSg46AAu0x82qtq8Ka28rF8+6LYRWYWOZXUNsS4wkJjqNtDIxYbqy0YPM8aTMH4qs1QGhzFXqhpG1NDyl56Ha9LQhEUtPEzNaIqU03N2d8uYbT3nv/QuzDyoNAxM7olt7CQdGJrF2l/Edra5VFf/KAEfBg85CIxvM4JW5cjBQlmnmGiLSTHJryQGn2sztzJYAandEkchAYqfDfC1bERfYu1dF16iLVTD1PqoFZLUyimqgr7GGNwf0zNmYHH8x+nWtFl+N/9fmjGUGsgSUq5BZlpFAQzMJD2NhysImB9Y0vH3dUtqJvGv5bZ/dkg8CaWTdWWDqS6BNmW5KtBhgRuhp1c7FIMoFCw6aicBOJpYaQKLXvO65qVbB5oADdKyL0aNkJpvta2CSTBCreCeOVCt7riyNqelkQGg0MYpB46Kfh9Hf8+DPZSbzQz/0Kn/8Z34Pf+xnfzcv13fn+kRBsQZE//pvAYjIuYj8EeAB8Fd+q1WPMQYWXglVZZtEmIWNR1F2bo3TEtmhs8K9BaRMozaHShgI4LgbVSJwdnLyB9cgNj9ZaJwRihYYrTzI3uoscqRLJM9XTQKtbmYGBzcenXkfZgIDmYUEQ5lqnGW2lgTe0wNFqpZjrXzyrMxSUJaaaIks3bB375V0UuHg853O0YCVnL3Hgkr09tYB+YBc2wkdGx3o5bk04fnT463UOiNaEB0EZBq1oxREzVtOU6RNEyKZV199yji0aIlcrLeUEnn/yZIxR05KMHUZMSUX1cn5mZZSzNxBbANFKpdPvFKGQp0BG80ienIUMUFxm1JNHKFPgYVrqUb/XLXaRC3Jqr6UZilV/Fzae473zk1R5tZqbd82ROdC2uurz84GPXY5jm0KW7MJtN+ftRUp/vex3t8iDDJxQ3Lh98YSuS5zOEApgdViIjUjNyXxa7cNnzmZmJi42kculoUk2eUEj94rKxp6MeH0TgN7zfRhZK0rJlVEgtskGfdTqIpBk2WTnoTU9n3FjI7iJrkaOJGGkczOyUGInT/FUNlJrZrfYXJzjVq1H7yD8bnPr/mZf/mH+S//iy9VYz4t60WiT/8o8KeBLwJfEpFfBn7lt1L12PhWZnw4e3CO3oKmLLFVezArEbjzNtPa9e4f+84jGly82x7qKrIdvHWYhXsb7xFlaRdUYN4M1as723zr3K62WCuwovLnFKc6qAlOJ1EXYo4+y7LXrCCBTiITDYNMsyh13TdbIuZuHOZ5V20Jm7NHdPNVp3FoceusSgixY4pU8eRj+6wA59KRdORGpw9v8T03V5xQ5w8mBimcEAjFAsECIZZCniaaJjP0DV03kunZ7y4IITpIxMx/DShlslnRr0SG+XqF+Z2dSC5WwSxoKAyoHtt19+fPlU8ZqUR/i+qTX98q49dpotcM0arcKk3WU6xTIZak1LAqCsG1QO8VjVRHB7Qcj5fg59sC+KGeyucSDqvq4xzsI0Lj91tPZhKbM/da2IhV54Mm3ibzvQjTAA9Wyvs74bSBYWj44sXA37sT1n0gSMdrpweGvuXJpiO59+GawAr7/A2RW8lsZOKyLOjJqCqnkpyID5lKnQcVZaWJngFmlKg9oRXY1WLAoQM9jUa2kj/QpanzyZlKpdFBdUrbCT/9p38Xf/bf/IOk9FI15tO4Pin69I+o6l8XkR/CAuGfAv4m8HOq+tfu/dy5iPxzwN9R1S+/gOP9rl5Lbazt4q21qnxRIe5FlBKUnU4stfEawAJTnQMlhcE3Wb0n3l0fSqtqmNP8QHWTV3f+Np5fg9UsZh6qHKQ60Nct+H4/zDYE9cy+Bsfi9eaAtYCCRkQyqLBj5E4mWjE/OgV3Mig2q+PIoQtqzaaFbx2RY2Azh4NjEJkkk12OC/BgIGSqB97oyNfMhskBQHwoAvX+qtVAxjifaxo3eB7Zk7ghcqGwWBSalElR6IeWft+xXPcEiTRhAGnoMTm8ThOPpfdgEBx7GObDCY5MVLH2aXAR6VYTRUaSmOxe6wmCerWtkhmxh3MvJkPWkgklznPZBmEgMRTzqRzEErF6vyVMh7a2USvJfO8jwqLQhAqDMkvdSIUFmWxgYSJRYSpff34t2ShesQa/Z46BduPdB8Sqp50MHLThhMihCGlqmA6jdVOawl0Pt/vAg6Q8XBV+6VlLJ2tuN5EmQhPN3NqAL2H2Cx3JfKaY7dOrumBLNlSoqoGRRIlq80PFBCpETL1JpJ777C4shUji4LSNA4WVJu/+WFpW+a8BeJga/oX/9u/mX/25P/hSOu03yfqkleJf9UrwAfBzwKWq3jz/Q/69v+Zt1S9/4qP8lKyoR+Rn1SHNPmergIQR5cT1RE00+KgjmjUTJRBUDFbuoJcavoq3LeuqCMsJozAEQMXEkys6rtaM9euj41uFhMs8Zxm81VXnQpMovSt8tFJYhoCUMHPlRpQ9g7eKcAK6BeVZdQTjaSat4AvTisRbezardNspEbZauKQiX2uAzt4yC+ZZCHQSGdTmY8P8Ex9cRyALVCuhjPUO9zrSETmldXm3lmlKRLEJX84F0UQIhXHsePpsxebQMY6JjswTCiOZBQb4CMjx8/pXgwhLPbZVJw8/ZipcGHSag1g9SqPhBCp1PGCUm1iEhVroWQJ3XpktSiRH01MpGHF+48FsonBJxx0DZ9qwZeSc6GIDNYBa8pXuBUSrAN0j0VGk+T6cFzvcGvzSBz69neu911+VorOncBtGTnVi1GQ6pmNgMVkrNcpI7w7zJ+uRLz+LvL7IBCmcrke0tOwGmx+3auLZlyRumHikLQuiKQppoiPSM5LE0k3jyXpighn0NiomEO4Ve0FYaWItJjO3ZMGOiQZDGE+Y1yMCP/FTX+Qv/jt/mLOzl1zB34zrkwbFa+BnP05rVER+Bnj2Cd/nU7VW2hhNwQc2NsMQtlh7r86x7mRkocmc6jHY/R7jKd0UYevq/0mjb6Myv5Z49YYHryMQxza3IoYwnWpglOJwggqmKTPs3jiMBgKonoxzIBUTqy4oWQq92pY7BuMSqiidJDYMsy5rElPsqIauyVtrpkMpjs4LNGqtQfU25PJehWXBuTB5G6sS/zNwx8QWA9g0JZFCpvrfBfX2lp+QD7aW7evaJjN5rpZeClsZONcVApwtJlJUJIwEiRALJ90e0cjt9Yq+D+zUNFfr5wlqc6tScHeQQsUDJ+8YSDFkYgqR1tuuicCABRDz5jgiF73upoYoEbMUuqwzUVGiKucEFrSMRSlhcpPhwlLS/PuKstKGFTaP3DDSaKSEYhdAZJYnswqx3ieRlszgn/S5caKBdRRGgeQgLBMrN8BWlvufSRhFGbSwZWBPw4ZonpEqdCJsxkgISimRL9/BFy43tCWxbpSvXS24WI2U0DGptXONQRtYIjxyc+COyMhIL8KJNiQ18FJSQcTm9gaPqUSk2jC2z3ZKay4xKvNVlKj81E9+Dz/3f/xJLi9Xv/5N4uX6rl+fNCj+3LcwK/xDwF/8hO/zqVoJQzsuOZrnWhCSuZqpaNHoLbDkYW+JSXpNZAuGUjUobYYkqMu51S3TtihV6FQ8k63kDGsL9f7+g28AtVqqx6pam102e2kxlZD62jWINh6cxLN0FQswByZWJG/rHikUEFwLwFC3jdqGO6C+cUJyx4cOmCQzMZHECNSDFibM784CUOQpPVsmLliYxBuF6PPLM2nZ6jR7LNqxH7+aJdLFPSYRejGXgppyHCjkHDg72yKaiM2dXcOceO/dMxaLzHZs6cHhPsWFypnb1SPmt9dWErcaybtQwVV5Dh4jQiMOttF6/4RZsq8A0dt0y5xYqU+tPFl5NQqUwPs6ucasoTyrNqzpt4CqstZEL4WF1jRF2OrIwe8LszwKHzhbdld45XevW1G/KFoFGKx52vhWEjFAU0M18rVjQM0HEwnuDFLYEriUyF4zoyZandgUuFwrz7YLLpMwThNNU5hKZHf4oABh51X3hpETGr9f4ISK3rZzW4IgYglK7bZEsb7B6PdkwuhBqzbxxltr/tf/13+Gt77/4SfaB16uT/f6pOjT/+W38LN/7JO8x6dxLXFyuttHgbm6D2I+3IOjT8/V9BeFyMqrtIHMjsyJNOz0QKdx3gCqaHekikDbLlpDwEKitYOw+SJOIrfN14SO52CJE4cxUJDRK2yTD/7zddnmGDh6/tlv3nmgrw4cI9kbohYsG6CRY1MwIzQUOlp632qrzmTwTWpygEnSTJHIezoSqQbAAwMTLaaPOnprsdXAmuRIw1qfHSuv+1UiHAE3VQKsp7AUZaeZlpaUJvaHloevXNm5GAP9fsVyqbz3eM1UArcYry0hbDkiGkfxCWrtEii0ahSWFnGB9eBUFJtJjmqefzilpBgu0o69HrTigJ7EGYkGsyR70I08PrSsNXLwOfMomY7EQSaqQ/05jcvqOf0A4daYebMUX/TEK3iFZB9BQc2kubp6PE8JqvZGrSOHo1eJKvYZ872Tv6S21tXvB5vxbtUqvAOFSSOtTuyHyEkjjDqxbJW+N6Pik1bZDHCqygKze7plpEH5R3JHR8MrmrjRgRHllMgIs5tK9pliVbMJYp/9iz94zn/wH/1xTl+2Q18uXmqfvtBlIBLb9A+qSLDNbeGmoEV05izi7c2BwimRgcAJyoFAq/EolXXvteHY7qkBsSq6CBVa7h5yktl6ZZK9uqsAGoEPGO3iATL7e9bNLwGjFK92oFfLxKspcKeBO7KrhoS5KjakrGf08yjKgDzRf9+CdiBT/RmNRJAlstNCIzaXHFzxxtRQi1vywGdZcktmoxNFhUymkcBBs4OKjlZXVsl5c9JLn4zS+Cz0nMgCJcmBris03URIGYaG/X7J3bbh+i4ZGtRnaTdMnCJce5VdtEAILvtVpdCFVmUGaJjCTSFKcFpLlVTTI73Cr7Pz8+eW9jmRDjhv4N2pkPaRRiptfsJ8MKMLWVsAbhRUM4nEqTYghTPvJ+zVqnCBeSZ8hF3VBMqqrSpkfT/DqHPHdk6HLMCMmNrOTo4V8IywVSEI7Lz/sIC5iyIexA8kUjjw/gBDH/h+WkJ0e7TJKkr1yn5D9hk1nGviUhqeSnb7M3vzpQNxij8fBeUzn+n4H/57P8Xv/yc//02e5pfrt+p6GRRf4Kq+h3BUG6kWR3WrGcXMVOsmGP0BHxGDv+tEEBN5Lr5ZHZ3QggM7skm0aZkpDrX92Xg12auyENjfq/1qsKtZ+hFpaA3UOvOE2kazzWqQgnjlBsoJi5laPnoVU1VxFDfQ9QBZkbfmcTfLcoNvg4rJok1iAsmdRgKJ7K9TvS3OadgxsCNzSktBiWqb3qBG5t7Ts8Tg9upVm2mdQpnPN3NSMqrNuS5JBIHlUslFGPrW5rI5cbeN7PoWwYA91RTohMCeo71XlMComQETfl/4JS8U1kR2Yle89/NRq3jxyrfy78y0+EiByFLme2RPRibh+1YToUxQEu/0gUuNvKOWvEwh+7UOHwA+nRHZaj3vaq1Mn23i51jx4KPH2XLyhEHJTjmxqrzeQ3WuXYUXrBU9zpZedgzHitpwrjal3ANrKspZSJJ5psrNIfBWq6yXhZshsgZWSzgcoAnKTTHT62UUQmn4RQ7EgLlKqPA2QpaJXs166tHDjn/5//BP8Pt/6qVqzMv10etlUHyB69Sp0sbrqtuK8ZlqpSKuGFL1TBW4JXNK5No323dkx6V2FhSOqTsASqAjf0Bcu3om1IBGrToUDmKbZJQq31bboseKsNYF1qrVefaiVB6jbdcNiVYTNzKwwhwLTunYYaojE0oUQ9BU9p7gRrBamMToIIVAKOYen8Sg9SAsnMoxirLQKjRmLdbsf3tEy5LA1oNNgzCVQk+kSxZuWw3WMvb2HlKrRpvZWau5ig0oWzKfT3C6Grm4vCXnwDC05CwsupHbjXB1sBaoBX27puqgH6vqAtEDh6IULU5BOSqbFLXZYys2A8yz5J4F7wqsqXcOVLcVcc3XwmWbaZpM0sDdIdDqkdA+W3Uhs2pRwHwtsypLCY4WbXhG79WfV9V6n1t5hNSY/qkp7kz3IEDVuqnBRB3O6ThQpex1vmetQhZHYBvqM4rNs636t/dUMo9VOQO2wDtlgr3waoicReVuF9iNiVwsWXpKYZVNzOJV7z1sEG5j4cFnOv5H/9t/mn/yD3/p4z66L9fLNa+XQfEFrvBciKkCY5MqRWoLzzYh20gie4wkXyh0RE5IfFbXBIHHOpKkVltCUts+oliDbsDEsmtFdpwj2tSsYMCaSYrTN+wIW605faDyI22iVahzt9pSVdTnWyYCrggX2rInc5BjK3RW+9cyoxAbnxg22Iw1qzuj47JoHgwGn3kOaudAVT1xsOrDwDbl3gzMNGVr1bHDAlCn0akImd4TkZ2Yca+KGf8GPV4dxeZ+AE0UQpzo9w2Xn7sCAof9kv2h4/Fth5ZEz7F63Vs4NK1Sn+NO/roDIw2df4Zq8CwsMU4mqkZB8Ws0eMUJ9wBUfk8psNbIEuFSAk+HwirBw6ScLwpJRh4fIgsNjGrnLoufG5eCi+qNeA0sJXJHodNECh7cHWVcLcbyB47BZMt2/sntO7jx7mT3I4ktg6NYxf/dKuARZUl0FmQlbdh9aJ/frsYp5vRyy8RWR96dCl9sE096oWuFbmqIsXBXwpycpBB4Iwo3i8y/8jd+nB/88e/59Ty+L9fLBbwMii90FYyPVbP9LPbgR7HgFDUxeou18S2oobDy9lEbJq6KcaL2WuiAVUkcQmHSOsdJTsw2WHx1KKhEeaMw1OMxasR9LegKQrHg5AHRW7XW3sozN/LoemFctA7hnI6ewgmRrMJ7suNcG6NYMDGKVYBBi2+YMOFISDFxZNtoxRGII723gytiMGAk7Y4arKH1FvOpf45zxEOlyaptgdPcsg0j1oCdGFzWziTO1BWHjmLtXQk8YsGSQBtN7rlpCldPzmiakZtnKzZ3Z4RggWtbW5gEf2ebI4oH2ygmwl3UdC7tetmVGdVcNEQN+DQwMXqLOeLIHJW57Vjb29V+y9qNymsSaGnoJJPiwG634BJhT2SjRlDJnjzVi35Cw47MioQ6F3bD6CCwMvt9xjmA19TNguXBa8TG750qm9d5Y3TpoXBLpvUgWlHSNckSrdxdWGoVtjDhgonCVoTifNmOxE5Hrke4jIWvjsJrFJYlsAMu3lrwX/3zv4Mf/9kfQOQ4d3+5Xq4XsV4GxRe4WiwAbO/RJo6egvbvaG1qKdeMvE5iReIa5Yn2ZArfqyu+InseMxK0oIWZP4aYvHSP+vwNgkT/d6usGsxA19pw1R/+2Ie19pcHxhlw401YPYJ4al1QPRVPWGK0i8iOkSWJcyK3jj6dBaxRihRGjQQpDK7+YUHY6AqVdhAQa7lilIQlkQ3jzH1cSWKvA1kiP6QrqgP9GpPimoKSSuA1Ot5lYKNG7K+tPGtZBm9V1kZwMTk14EZ6RNfsJ6FkZcqR87Oem+tL+mzk9evtkmcYeENEGD1IVMrLNGtoWjBoFRZOzLDrIbxKw52aBu26tPSxzGhMb6zP2rT3Tr41liXQa6HVxKiQDtbC7aKy7gpliPQuIaA6stAAYq3sKvB9QsIAOC0HPfBQFrzHgeihDzGqR+VfKkdfT7t3g2NWj4CtTOGUjmrbvMTAVpbEGJ+z8Wq+diZEDBK2RzlHSQLroLSq7Ag81pFnMoAKb5eJpiz4wsMlf/Bnvo///P/499Aujv4uL9fL9e1YL4PiC1wG0TcZqjs5Ok5USWfTLI0mbSaFpHAlmVEmclHe0jVfZccYet7QdvZ9m7BMvpM420e1Ypl3zxHpWAEsw71q0fpm1TfxnvQax+NzQKZB6MXUZ+4rxFTBZ/M6jOyZiEQ2DAjCGZHem6+ZOq+zVzel0eMmW6vBIuaS0VOBIeItycKpNOyYZtPdThKnKjyjcIHRMrJAGzJLYa4s22IO6BuUhUYKI6HSCzCU4wmRkcxKTWP1TBeAcjckus62937fkjOMfWLfJ/oS/MisUiwipnEiVuEdySqFrIVL1iywdvNnSCRvnV4xckrilsE1aY/t6sA9V4uaqGitFCcaWtYEHsaJN1/dcbq+IxIZ3gm8uYyUfeKXGHw6q05TiZzQ0Bosi4AZ8nY0DPSsiNy4tk2hgFj7tSKRUbtGS2k4MNnxePdDURbuXZK8il06ajqLuWwoxkcVhM67GVlhw8CbLBACRQtRMD9LKZxq5J1Y+O2/7zX+3f/4j77Q5/Plerk+znoZFF/gOlBmWHoRE1OGCjYIbscj9IysSKYCo8rnUmCHEDTz+dCyUWVQ5RGRLYWNOqhEARG2OjFqYRcmOqr79z1RabzNJcfKrQJN7HiqtNyxcrxfpRyxiEqF99fqsFB4yNJc3cUqiRtvBdZaTLA2bhJhUAPDG50ieFVl1cvkwBQzss0sCXQk9mQWJIootzpyopGWwBLlBKENWNu5VYZslUmehDUNtzqCKssQ2TKZibE7FpjcWJ7nruLBeyRzFmG76zg7uyEm0BKIsTCMDZMat+6OzEEstO9lonI4ATf8hQvtANhR3OXDRLxvGXmVhq9Ib63EAqsYnax/dK6oq1ZnQjCeqsIa5XteOXCy3DGWxKIbWC0n3t9Y2mKIXKvIejILFyoYpNDpUejb0J8Ne6lwKqhWZS1Hvd3JdUFH15i97/9YPear4e/KGuRzm3Wgtk5NjCIiRBWWRJZeKV76sZRGefP3nvIn/tpPcPrK+hM+fS/Xy/Vi1sug+AJXAA64igfm9RfEVFQmmKkPYAjJJTZzusvCW6uJJ5MyFHglRa77wJTNDWCJuQFMmKP6QkyXZNQjdi/IERoD5j/YV7KbQ1izVNSk+vZ4bKhWM1kF00/1zyQeQGzW05AFnqq5/Y2aWUii2jvZz9tS/2wmfKb32m+VwK1zGM8UWozT+JCOx1aPcarJVW8ia5ukGsNNAyEVujSyXo3kXcc6CzdMLDQxibLVgVe1484pCkUzk1SXDju+UzpOaVkQkFBom4lxaBBRunZgtRRGFW4RrhnZycg+ZKo9UvEWsGJBLSAu7m7i5a/Q8lASbZwQLZCVV7QiNs04aqeFIPY62e8XOz77rEtHjo5Yu/trVx1f7A5cXNxxs10SlxNf0JFf3kev8O2ITkkuem0oZ/PZZNafReu7HD0QbUpq3YmR6qySZ+5jPW+AqxMV/33DHkfMG7GHeyME57VqmIXvNcAXfuc5/9r/4ye4eO2ldNrL9d21XgbFF7j2YjoxffVjQ0ANYVftkCaf2OxQ1kQeSaCEwiELQQrnrfJKm3mdxE2Gu77xzck5Xyp0FG6ZGAlOB6hzmzq/tCBlrhl2bDOrQz84z6vZ/rzpqXkpHtmV9i8dERFzfTeIfqCT4MRrMRNeqWCfY7VoIuX4pp/v0Uac3iBKp6YNqiK8pwcAFmqWW1vX+WyAKIWNBs5D4aTLEJQkmWlItI56vSAwaSSTuAkDnTZkCgsxrdGeoxfkaUkUitFLAuwPiZOTiASlP3S8/f4lY7Z29C0Tu5DZyWgB0Od1lW9ZtWfXNOwYOdeGNQKx53SZ2RTlZsjEsSFiUoAbHeaAOCcTWikz6ka6ddYaOFmMvPHojlIgF6URRYLyi9dLPqfWVdgysvN7rKOhUWt5t9hsc0R5QOI9Mr3aLHEWSseAN1lNnzV4lrQQ8yC8r2ZzSqRieC3IF5YuSDFhwt1Wids98sqZ8H/6f/003/MDL6XTXq7v7vUyKL7AdSMTndZGZc3CbTNqMTh+Q2SQiVGVHjio8JDIr46F11pFhoaT1YGbEGjGyGmAUgxQM/nGtcc4YqOaVqq1B22Dmh0uvI6J4q05joT8QtUPkTmQwREpeL/em1tp1MmlBwQCA1XXtcxIypGj+k6df5rHnh1n1up84XM5XBqMypUrLLDAMZBpS3IwTgCFEyJoJqXCslP2h45lk+ly5JTAY0ZWBA7OlFQxGboNmZUmsgehwQP0uTcTi/r1KoFpTPSDIJK5Oti/72ViKyM7RqIEP0KvvL0gX5fEisiFtiwQWlHWXWYzFb50MfHV65ZDDlDgKZEzbRmkVKkB7pPh8WtWpddWCMsI+7sVr3z+fUqJLNc77vIJEjLbAG2JLn9WOFDo1IBBScWtpuyaD540VeJ+niu+CkIqBDXqTkvimuED8n8IHDRz4Uq32QOjYmIDYyi88caKf+dv/DS/54de/3U/Vy/Xy/UbuV4GxRe4Bq8Ug1hpVLxNWcEtYHWFiDCptaZ2RCTDW0u4SIHz0z2Xi5GTVDiMia8+XnHuG46poQhLTfSS6TDQvhH5xfVW8c3PVrY39cBYraTEqRriP6P+3+xh1VuC/hpVHqsKfJs2S2bUzDVuLoz4HEkdcKNONzAvxpZkszv/LIlA77t/5UsOkkGNkJ8FFppQMXfzr+iez7G00CxCCgXVTAgJSqITk8v7sg48INGHPZHAibZkGXiVhqccKODzSUNoPtWBN2hpozJOif0+MU1rxlFgatFYeJonesmWzAgzoCZIYEXj0m923AttOJDpUPo08nBRCO2EUDhHSBHeL0oqyhCq2Hqegwt+7hcEdxwxUYYDynafeHSyJ4/w8NGWd95+hbu98Mq6cHfVkJkQhSiBFuOGarFZagTOEK4wPuAJifdKIUed74fsydyEfbaNjtY69Xmn1oPzJGDyarZF+P0//gb/+l/6p3jjCxcv8Il6uV6u3/j1Mii+wDViHLDkm8qkmKamV1Xmn2hVTxB1IWflPAQugvDbXt0YUGaC87Oedj/x6mnD010iZZtLRp/3BI0sBLKOjOLv7Zl/crBPrR4rbKZaK3V6pG9U4ejjZzi2VisasmV+qTlg7lAGMX7hwcNpfZ/6/xMmWpDU7LOM0G2k/B0GVAkwezgWxYEv5uwwYijSLZnvYck51ooOovRjoG2sxTppQUNgkyfOJPEVtv4ZAteMpsqjVl1nlJUkOg00GnmdlmW0CnjKwma7YrGYOBxabg+RfTZD5W2wSWJ2QFEQcfqKKbNEhFYD1/R8VpesEF4NmRAyMSir7kBTWt55ZjSWdzx5ut86jRzFwE3v1c7LSiJBA6vO1GxUE9c3a4YxctFlfuU6kb2VO5IZyHQSTGtVDPGpwMav747MAqOuRLcBG31GmEUYNCNavLK3VmgFUEk0/uprr674b/2ZH+W/+a/8gRf5CL1cL9d3fL0Mii9wbcUkxEzjQ+Y/1bLJWouFVoVR4FQN5DCUjJSJfmxo0shqPSBMtO2SrplYNZkxR0xm28KS0TQCSYQkTsN3XcrJW2LHQHXklxVsroZWbdVK2Lafr63AY4CzjbTzn6t8xuIzq4JptaocA2ZFJibf1Iu/WMJI46tZOsC22uKvOElhIlBcI3WpgZbAKwSeuTrsGuizcCrCmE2/JgV4Mhrpf6Fm03RCZCMTwZOEW3q/2ZVBMyc0PKCjEGikkJKCBMYpwL5lPySe9g3vktmIBZoZPCImXabYf6t4NggLBwetCCylsB+Fh6vCussM+5GsnVd/ji5Vq6azVHBSda0wYYZENJ4lmc2hIaiwaDISMl2T6Q8tr5zseLI7o3VazUYm9gQuCC6n5lZh4CbDJqYdkNm1JCBM3mkofg+1fs1LVN44W/Bf+tO/h3/jf/pjL/qxebleru+q9TIovsB1kIlblAdqUPskgV5tWhQxaoNqZHQgTvRNqUmB01VBZSJIZrUayFk49LBaTWwP2VJ0nzOZnFZxeTCzp8qSfe5XZ3YOrFBlMrxP7Xz5xm7OFrWNWgEoRuXAEB/e/ixg1k0SvFr1zVJHem+36b3zUGefEzqDeYxTmWlFmLTQSqSqp1Rr3hqMRwp7zZxg6i1bRkdDVk1QIU+BgxaG3HI3WFV1kEyjzBWp/aRVpg02b8v+3gsiLZELhJhApBDFTG53Q+BqI1yrCXHb3C9bcL+XLdQgVr/qiFy6mHkrhTZmHp30DGNg1zeUEthr4MBER6LoYCfAmt8Oj/lgC7pTGIuyJtGIMhVBJdOmwtnZjk0ovPvOQ4Ioe5/XnpTEIWQGJoIsXTzBquEl6m14a8uuiey8+jVFnUIW+MKbJ/yxf+F38Of+tT9I2x4l6V+ul+s3+3oZFF/gUmAnmU5H1g7FUCmgR2XLhFDU3DL2FF6jQ8eC5kgTlYuLnhh7mlZAlMNhQfIoV7emhsots9ZkArPqwSx+ev86ef13mIEc4hqotZqcHBxTq4YjsCYL5tTBsXqpgJga9JjdzP2vyixTdmzZKvdjyYTRR3om1ym1nx49oO80c6mBlQetawYmJl5lwQFljVW+QxY6CSxT4ZnTCg4Kt8GcNgbNTFLMXxDjeZr/n9Jhpr3JQ3ZQJQYIAcYcLSHJiS12jUYx4en7a0BZOg0jIc7SM3HxhwRaCRw0GUiqZAKFZ7uWgvE3k1o8TJgMnYVVa1knMXPijoRpABkIJntN1x86pqmjbQYOfUsDJJdpa0lcxw2igVNpOGg2E2KUS5StiEuueQvdaSBdB/+FP/7b+bf/dz9FSuETPgEv18v16V8vg+KLXEHJxUSilxLYETjR5Hl/8JabAW2iWuV4wKgMXRTKFMg5s1gW8hQYh4Dq5IHGNuXqr6dY9bDxpmynkQ0TSHF1EBh0QqQiX48VojiicYlRIcoclDgOuDBqRlRhEqNTKJXvVuXODU27Y5qr2PoS99uobZ0dOshmdLBHDbhHdmXglIYTWiO8y0gm80iTg1cSPcpSg9lNKWy3DXv3Uzwj8mt64IEmbhlpCfYZqO4TsCbRqXEfzWDZhAzGScgFxlF4dkhssDlokUzvDvL1A4rgyCWzB6v2Ww32uuckTqRwEjNNnGhXE9u+oQnKWQPNAI/VkpZGA3s5EuPDPTRLolovzeRFVJVFVxvOcLIcuQoDB23JDLzjukoB6LUwqOFMlyR2opymQpzMFPm/8z/7A/z0n/tdhHDvor9cL9dv8fUyKL7AtToJ3N5ldjKxUGtxjmotsGoTlZw8PTm3bUHgRISbfeDyvNC0NbpExrGh7TIihRSg08JBLchNmGrK5O3SRiNLTEjcOGI2HKyIRsFVa2YkobLVbOTw5yMazC1CC4wwievS6BEAYtJghuIwxOixgv3/t3duMXKc2X3/na+qunt6LpwZkpL2Ynl37NiOAWdtriQ7iyD27kp27LV3Y4PSJnASJ4iXysV5Fe2HAEmARODGiLGxH0w6dmAkwWItBX4JHMBSAAPJU3al5ClPkQLfNs6uSM6QM9OXupw8nFM9zdaQnCFnONPc84NGnO6qrq6vqqZOnfOd8z/tJhJCo95mVyoL0Xm41gSlLZknuReURCjVvNvzWrgva56elQwoQzI6FVQ1DBthB3VZMeWM5gxoGCXzuEzgXBhJTe4h1J4m+pq5d9fGloWqFkZVRtMIt7C+iENpvO5vD4VJOmZbeJNp7g8PVjJTN8Ji10TGd0ZCXUO/o3xzR9hWrydV64GZ++xvK9OX+bJ2Xs+MrWnWFEVNXlRkeYkAN2+sUGRCT0wQooM9QAylRmTMk3UP88The39wjV/4T8+zcnbhyK75IHjcmCujKCIXgQ3gdeAGcAl4XVXfnVrnFeBdYB1AVa89qv3bHdi8nqDUopSNPaVbEEw8VGmGwzwA85x2G+Hpjs3rlCMLgjU+p1eWGXWdsdOYp1OgPo9n9itHqNTCtF1M2myoFuDMJXOBZuvE0GibJKKT23zbLkrbCceWqbmzmlaqztbfEwpQSjVPt20m3IpBt0k+4kegpiZp8nIOM5djGu+q4AYR08o8ox0rbyDnFhW3qVlGWKdggMnTbTbipwfb8wAAI5ZJREFUfQhNXu82SkXJJtVE1s0eOnIqqVlVF67WRFcLuj7PCzCohE5h2pt10zDA9F1LUevL2B6LGYeqnaebNN9SrydE2JWKrZ0CzSqeWitRhbJSvrnVYahwrhb+RNtazrYf4t4fpHgyT4nQdc+vSBXjqkOej0GELB/T61Zsbwtjf9gYS2UJPAKf+sxH+Ve/+eOsnQ3VmCA4KHNlFDFDd8V/NoEvzBjEK8BXVfX19rWIXGxfHzfFkjDYspZRIzUvECxEOF2DlqsyFMsQHSKMRdgd5yyPuujyEG0qskypq5ymEQZVQy6w48as3VIbQsuQSU+8p1jgPUaMqRloTdtgdyLwrdxhUC1xxwq638eUYaxQFvxlq+FqdiJ5eNjlvGg9nD1D0UzSR8wAtk11xY1h4RmcNo84FZKlpKHiDDm5KLe0ooeFoxcRdt3wWcJRYkvMlxyJSdpZ/Z3VAJYIosoy1puwHV6JMFJhWApFSmhjupytAHiljXUSSe8/NJOz4PJqSWDs87DSCOTCYl4zGBUsdEqqSnhiZUhnp8/NYW1JUlQkhcLLMxAlqR0TiwDYo8UYKCWjW4yRJBR5ycLSgNtbJYjQz5Tvee48V7/yIk992zJBEDwY82YUAdaA9WljOMUlVb089foN4DLmWR47g4EFDm1uSCel8CVKH+sg0d5bc/aSb1BhZ1SQ52PKMqPTEQa7fQajgq1bPXo5fHNkjXJL18FcwJJVWj8j9/m+GmWVAiXnz3RIrUoj9USkuTV0giX7VL4Ls17QhCnDuIuVMlTUXpnHRPzLEkFMjq3NKLV5RzPd+ZRn1hpTU1qxishlzSdGXsAE0FF2SOTkFKo0JP++NHkwKIGtSZqOhTyt4302qfUT9Y7vfowyWh1O82hvKXRLqFLGVmOe58BLMAZSW+LS9PHRaQFtG32HDsqetuqQRCcN6fUaVle2uX6zb/0vM6hThUiGqp29tq5UUVTbELSSq5fZYA8ui7klKWkjdBdHpDNrfOrf/DyLHzx/0Es0CIL7MHdGUVU3MS/xDkTkwj6r3wCeP+ZdmtDv52yNLTGmcu+loH3SVxYwDdO2H3vHlwmQiXJru0OvW3H7Vh+lpKkbdssON0ZeVK97Bfk7JHoktt1La5N2+piQ9EgrV0tpKKeNnu6JWXt146Rc466G0dfreScG8f234LBM5vPM87J+i60fmbnXaJ7XngRcO2+2YDm6JGCBnA5tL0QTDchJ3oQ4o6REyRhj5RkZwi41gjKUmi2pEFEvRRDP2M3oa+Zh35zM5z9z7Bwt+ve8p4LW9t4u1gZq4HmhotIqft9RjtGWtKsIY63o0aVCGQPrKKMq49btLlUlIA2dvKLsDFHJudEIebIjmWEPO4WkSXGLacu0oXZr0pw+sMBPvPlZVjfWH/gaDYLg3sydURSRS5ixWwdWVfWLvmjd359m0z+z6sb0ePct7SW1jKWi0optEgsUE6MB6uFU8+p6mAd3s0wsjbqMyyGdrvLejXOgDXUDRQcGo4Yt34Z5oNaVIPe5OKuDNE90iYw/9RxVq4dsBZ91MlfVFuHX7xvF/jTaNqG1oOZYPIlG9sLCTMKq6l6YqaGMtaZtW5XRdnnH+vFpwwrWbqntop5JonAbtOCZnTd8vAnzfIeqqGeWVii3pfYGwDCkJPdQ7IJar8cO1rkiTc6CPVyY6o7QFxPZvgET4w5QSrP3wKB7kndWXuKCCKomY6c1I59DrhIUuXXeWFwcojRWPpEpW8Pk4gp7Dyhg2cK5zzSrwMpSwa/+x5/kwqc+fMCzFATBwzJvRvFN4EZr4ETkqohc8mSa1X3Wb43kOvt7l5ewZB2efvrph9658dhMjJsfBAsPWjmCTNorFXhJgb++7tqg17c7LHQXyTJlMEjc3l3gRpW4gXV5bxu3Fu7NLE/N0e3QcI7EbSoKrM3SWe3yXjNikGraZn1tmPF93C8rXzx1Rc2DEU1kAmgCbzXV+Deoj1e1odVLsZo8CwcuaEalsEiiVGWZYlLoL2oi2Anr5N6arw4ZW5RkWF1fKQ0dFxjHRb4RExFvsKSgCgvvmiEzQYWey2CbyouFT5PCplr3+B33gAsykiqV1mjaO17t3KzPmNJ4yHRMm/VbU9ousdYfsz3s0DTKqMpZWdmm1gIR8+wzV+zZcePe7RX8u9/9GX740x89yOUWBMExcOJGUURW77V82sPbZx7xDSzp5hpm9GbjSu3rWQ+y3d41/yzPPPPMPpbicHzXd53jf/6P9+5IThlSMSbRm0i04Td5uyHv+k21BEoS39zqspAL22XGVpUYiJJLw05Tt7NOjICz5LxHxRJChbDkIbZ1Mq5Tco6cbWqfRzMVGfF2Pm2B/cQ2HqBMzTJPbdav68kuqkImimryXo0y2cdJgb97jTkmgYY2LGmHW2q9IfrkE/3QtrbR8loSXYQBZlhzP2a7YsXv24xtnk0KdmkYiX2jeYWuKKSCauFlD7bN3L1p9ePfwxJcetK48kByP7xmLDZHOetNdzwcvlf3qRQKmSaGap0mdjVx41aXs2eG9AplpDWdXs14B7qNnX2S8mM/s8E//8qPH/paC4LgeDhRo+glFs/eZx1U9bIbz5vA2pSh3MRKNMAM3+rMx1fhTsN6nKyt7dV/lZhg9gI5meaT8GaN1bElIBO8q7uyg3mQWmUMqsRNFYqsYVzDN9QSP95jxAfpU1MxQFkip8H0LM1vERZFSNT0NGMArGtiqBUibZXfFFNJNJPXs/h8pNJOqykVFR0yF5uz7ho5eyHHDFNKsRnT5KULJvO2oBlDLb0+sqGvRVsUgpBcmBo6WOLNGolbNJO2R4qySUkN1FQmkycZY2kY+FxiqQ2LFAiNZ8Ra9/lGzcPuk+j61myO1wS+h1ozpuEbjBhQsSWWk5t7bWfJnaFVC6Fatmuu5tm2Lb5qYHvQo9tRuvmQpf6I2+MeP/bln+bzH/8geXHiz6NBEOzDif5leqnEYTJDL88YuA3gbd/W2yKyObP+OhZyfSScWe1Nfs/EDGCltcujWSZq18OdN/0mXwBDabil1lEeD7bWwI1a2abkBiU3paQDbKuJfVnSvdDF2iBlmMRYlWoW68QZEgOE9yYGzPwdm8/EP81EAPxgbrL4/GTjdZfm3ZVeft+4Z9r4cksiaZOOxEsv7CFgUTNylFYd1USvPRFHlFrNi76F0vdM1JFvR1F2pKRxgziUxo9x265LuKUj644hQ1a1y5p2sEeTVtbcPMQC2KJh1FgmaQfLyr3OgFIalii4KeXMUWgl7Fqz33a7sLnbbUxabdzJ2fjRJ3nh2o/SW4mC+SCYB+bmcVVVN9tEjCleBF6den1tpi7xBeDqo9g/gIV+ATDJ6hSUjuR0ERbIJnNZ1nk9UaqJTVe+7tA9l9Jv3FaUbt6LT8ehNBRqPRorGpKbpr4bxmEDXWnYUku4+b86ZETjoU+5Yz5Rp/+9Twg1+ZqC0iOjmISDrSvFLjVtk1z/D8U6VCxgOp6CsqA5jZc6rGnHk4X2Wii1yUE1VgjfarIOUGpJjKVi7LJrDTa3mGSqiFDVBWqUFe0iCCUVO2SsundrnmszMW4L2BzmLjXvUdpcolg4dEfqOw6WChP92AQMqFwgQNCs4S88+0H+5Zs/Tm+hOPiFEwTBqWFujKJzzRVrNoHvAK5OF+Z7mPWVKeWbdx5V4T7AX/yhD/Hlf/+/UIGkdvNdaHIK2g4FdqNHoFTYYs/YlAluakmtVnNYoZN5re1U00hDTsa2lqyT8Q1KznumY+GBvJVM6DWJXf9shXfmwBrFtobkDg4wnwj2OSskN7mAgoyKmlobkEShDUPB9URtDtDCqzoxkDVK6dqrOcqi1zoWJAbUJDXvy7bRoD7T2EyZ7xrr4qDi5l08j1SZFHckrEziNjXntcuSh2J3qemJlWUA9DBbd4OGJRJf98Do12UXFTO4ZTJvctpXtIxeOP+BBX7wEx/kV/71T3D2fKjGBMHjwFwZRQ+dfvE+69xz+XHS7e15LOZBFJ5MkrEEk5rFRnEvz/RLS7+xJ7GejI0qpVSgiVvZaFJT2CWjrwX9NpGExBmgI7BYQFN5LaQmziDs0qACXc0ZSM14tkj/gAYRmPRp7FNMZN7aPny1e5ALkzlBQdUeBDpiIm6NKiLJdVBN7WeHkjUWPNHGzGArgp18DtLaPiVyrGMF4N6gmcqke0JrJmdniToFGQsk/h8DRPssS8aKmtrpyI3sLuY771IyNFPKrjSWPIMV1dMoTfI2XNJw4Znz/N4bf5N+v3PIqyMIgnlgroziaWe5nTdS0/AsyMG9op7PH3azhut1msy3ZSSGlNRiyRm7MmLkiThjxlSeMZrrXs/AxpNzblDRI3GORFUJ/bxirImstNq+BfBy94xWp/Pg84d7tJ5Y26Q3m+jxiHtsjRfZW5HJGKu/7JK76ks2MVaq5r2WKIU/JuQ+K2dthGUqjcX6GeYIAzFt2EpMFKF2I7vX4nevhrOd19zWMRnCQEqWyRlQcZYOYxoSmc8nlgypEBLvyYgVMha1g0rNbWn42Pet8etf/hm+67vPPuBVEQTBPBFG8QhZbRNt1FRSek3mIT1hhNDBWksVWF1d28tw7PVu5rckMmq2pZrc4C39xtRpulJwS0tWyVknZwlhqLCYV6gm2k64VsRuXuK2DL3Ift8KxQPRaqUuep3fmJpWDhufE7SZ0L0u7zVKR60AInez3PFSi21KBGWLio77nK06TkFiWvJtjDX5HUlp9YfS0HHDqpN9UA/sJveshVqEpMI5umzqiCdYZEDFIgW3qOgjbh5zrjNklFXo9/S4+i/+Cp/8qQ2CIPjWI4ziEfLnv9c1KMVUWxoa+mQsukGUpHRzpRpbos0NUyOlcoM1omJIxcAVPksPSU6yN6VD2TScpedyZFbacD5Zx/hut6Qc5xQoW1jBf+bhR8Ht5QMwMaSiVGqeX5t004qBtzWGIzdUY1GWNNEho+2bCEKVIDXQp6AUSxoqUZYQej7/CYkdr3Rsaw9F1OdEGxbIGFF5CFrowNTvpo9aeRg3E+GWlpbQIzWNZq4zauo0554u+Hu//Sl+4EceXrwhCIL5J4ziEaKqEwsyFvN4lr0QYDnHexGaCLcZkUSF9cUbUZs0nFj5RomSSfKieZtvq7WmQ85Nxpyn6z0VlZEmekmta7ymyfuJRCVjatmTFHsY0iRxpu1A0ebZ7hlGcGFwF81uO3BknidbT3JWrV4TN9xtqBSUZWDsBrbBtFO33Ei2c5hteYjtjX0u97SlNhEm82Sg6wxZkQ6F9vjO7zvDz37pOb7/k9/2kEcjCILHkTCKR8i5c0uT3wV8PtEbxEpFkSmDqqAAv8VbTVwjptrSGpWcjJGYJ2RqLI2looiQxBJCxlqz5IHKEQ3LwGCckYllYPaA2+4RNZOs0weZUdyjpqERy2xty/Jr9qTtZrdvGbTW09DaVDUkTL/UahI9LCyKauOmMbFFOZFoM+/WjtUulXcCsUQmq7O0B41WpsceHuzBIhNY6/f4+7/4HC//4nPsU9ITBEFwB2EUjwHznxKrWrDm3lXdQJYlilSzXZsx26bC6ugsI3PoJqaUvcazJQ1dD39aw+DGJeJs/qyiYUzOuBaKBCMraaR0j7SWtuC9nbec2slDMgKWaDs4mAF0iW5/CNhrsSSSyFRIHj5tQ8DJFlo41ZViZBLqFTLfS5OzM63SkW+/T8EmYyoqemQuwaaT9lUC9DL4O//w+/nHv/zpww8wCIJvecIoHgMK3uUhMUY5K1DkAipkian8SmHXS/UbsRv8XjH/XlsmqOlIRq2W2WkeljKm4QwJUWEHQRrzSs2YwtBbLjWUrjBzZ7PhwxrGrifwdP2jlW+obXzc1kB6XurEmJtMmo1fPOu2xuYId7V2Yyn0PRM3o2AkFUMaTKoto9YSERMkuM6Ikdg2cuCZZ57id//gZymK7H37HARBcBjCKB4Ti2ph0h5mIMYI1KA1UyUEJhBau6fUzre11Y6tdFmXROESZQnTBe2SWCQxROnRUJPY1oZlEkPPBs29ZMIk2WBXZzzFQxpG26+G0mfz2ixPoS2DaDctdNSyTa2DvDX6TVjXkFY0PAduyZgeObVm3GBMn4xNGTHG6jsrsbVrMe8xS8JLP/cx/tmvfJKlpe6Dn6AgCIJ9CKN41HjKZKfJ6GL9Dvudmk5RMxYYNhmltzUaUVOJqbw0NFReq9jWE7ZY49qKHh3U5/TGqggdbjP2VJ6CM57U0oq5dUjUjVJnNaJCJlC3hnD237sxtc5Q9zrLW46oGfRJAX8bFnVFn9y1aZInxUxk5sRCnrtq4x9pzXVGLJPTYLWYJXu9IC984il++b98hk4nLtcgCI6XuMscA8uaOK9d+mR0kzf2Beo6Y1etk8I2lRs4ZYAV7NdugO6wVd5Jo0AYunc1pmZAzRImzj0EOnRYFEhucPsIu8AiGWVTMEz1JF/0gVJt/EM1DSWN1xLueYnV1FYnHTJUyTTRJe3VXIrNdw6oEIEBDbcpOSc9RlQk4GPPPMWX3vgpFldCNSYIgkdLGMUjptPAer1Ah4wnJNEX6OQlC12lrIW1pPzRKKNC2ZExI6+aq/fq4CdhSPX/taZBRam1YYy1OtoF1rXr2aAN11VY9hlL69VYMtKGXbHGS5kKHVF2DzufKHv7Ywb6ThmAytN4WoNr379Xu2ghYJvva7xUoyMZt2VMI8oTH1rkt77yOb7/uQ8e5lAHQRAcOWEUj5hFzVnWgqfIWUrKYrdkoWt6LyuLDX+21ZsYjk1KRlKb2PR+RmrineGi4nvh1QKh1Io/YshZumwD5+kypGbo2akLFOyKpavUWpNhQuRZttc+6sDzim7xSpQOtYukMZlbnM5tTeyFgHMRUPMq2w4hq2sLfOm/f46nN1YPcWSDIAiOnzCKR8yadumgnBMoUk1eVCz0RkhSbu/06CZLlhlQUwuUMj25934SVmcoatmqTVKqxtYvVC0zk8RtlDPUbFEx8qL2rjfy7Woilw4lppqzq/VEkg04lGFsMLUeKxUxUYHKO1fsrdYm1WQURWL1iYJf/a+f4wNPn3nQwxoEQfBICKN4xJxrOnyIHmcXas4ujlnsjcmSkLKK5X7J7d2cXZIXK7SGaX+D2NoZq/NrJj0MkwgjqVFVnlQrwlij4CYNJUzEv1vps0oqxijbXuKAWkeO6TKKA+G2uxYlaUXlEnRD9xMLF+juLwhf/NKnufi3vi8K5oMgmCvCKB4xT+dCnzF1Yyo2vW5Jr1dSjjNubmXUtYmED6hR7/wAYu0jZuyHuodo/fx0Uh9YSkOj1m/wtlSUNOxoyVm6LpTdTMKjHYWCnNUmQ9OIbVGWmw430sia+4oerjRDYKRKLsJQraLy/HqXl/729/JPX30hjGAQBHNNGMUjZqmAsxmc7VYs9kuWlgdUZU5dC/2e8s3bSkViTO19CJnUJu7ntVm9IV6Er5N1EkKdanYbazJciXJdR5xngQqhwDpRqMAZCv5Edqx2UBu20ogOMJr6/gMjUBTwT179JC//wrMPcaSCIAhOH2EUj5gsr1hdHHOu35BSTZGXFMUQdIHtnQWkMe1Ok1+bmU1sPbYZS9W2aMppxd+EClPBKVCW6ZFJwxCl0oZlMrZpWCAxUmU3mZzcACUTb+frWa1jeb+HOsvKmcTGxjp/8N/+LimFJxgEweNLGMUjJhfY3O1yphhwdqUm79Tk+ZiqLCiKsavX4Bqm2ZTvN8OUYTSdUyt9r7CWR5mYsawT3GxGPNF0eJIuI+9suEgHRRlT0G0So6RsS0mpNblYfui4DbLO2Lk8h8/+9Hfzb3/7r0Y4NAiCbynCKB4xC92K9QTdXsVwnDhDQ10lOp2abrehalqDmFMxttIK9/5aJRpgYhCTWmi18EIH8YzP1K7ixnEkUGnDEjm7VOzScAZhmZwhGU82DSuS+GP/7ptiWqLeXIJnnj3Ll1/7azz55PKjPWBBEASniDCKR0yTEqsLI6gFKRrqJqPXH7O91UGbREpKaqyTfEaiVJ1kgiqWbzPx3NTbPmm73OYKbRWdCImXAjd15GHTihVyGvaUb3rk3BDhD9PQ6h2T8tRTfX7vD/4GH9lYO5kDFQRBcAoJo3jEfORcznCz5uyZ25xZHtPtjhnuLoAIVa0kSQxQ1PVOOy6BJnBnayeYhFA77h02NKhm1GIhV9OxsVBqTxNjgUJtvvEMGRWwROLrsstHnz3Lf/79n2PlTP/RHpAgCII5IoziEbO4UlLt1iz2R+zsLCCppq6Vbq+kaWBYJjJqMjLyKc3Qtof9RGlmak6xAjquNDqioUNrEKGhppKMRoSmqVmgYJuStXM5V37/s3z4B84+2gMQBEEwx4RRPGJSd8yfDjJWxx3OrNymIWdxaQdJGWXZZYeGkpqEsusC3e08odytQEKss3xFQ5JEyZ3ao43UfNtHVnn1N3+UCz/y4Uc11CAIgseOMIpHTI1wbvU2VV6zM+hS5NDp5my+t0jZWLJMQU5BRV9zVMqJt1hz9/KIVvPUuio2nFvrce13P8tzn/j2RzSyIAiCx58wikfMpi6xNRzynR++zvbNVTq9HYbDgp3dPrvDRInQ0DCSBhUroIe7q5/a+8rZ8zl/6S9/lF//D5+LWsEgCIJjIoziEfPhT/w5vvHOFtvbS6yv32T71jKraztcf+8Mg3HHCvexFlAdSdZQSS3NJrWya86v/foLfP6vf4xuN05TEATBoyDutkfM+Q/nfOjcNsNKqeuc3UGHlTPbLC0PadSSZDIgJ7GrFT3JGNKwslTwqZ/Y4Fd/6yejw3wQBMEJEXffI2bp6Q/wv//4LN+xOiAr+ywt7nL9+gqbt/qgGZsoA5RGlJ+/fIF/8Es/xOJSdJgPgiA4DYRRPGLWPtTnA0sV3d6YzWEXzQuG2z2GZYenfvgJ/tGXP8nK2YWT3s0gCIJgH8IoHjHF2hJ/+PUV+PYR5577KJ/5tc/QXYuC+SAIgnkgjOIR8+RHVviV8c+f9G4EQRAED0A66R0IgiAIgtNCGMUgCIIgcMIoBkEQBIETRjEIgiAInDCKQRAEQeCEUQyCIAgCJ4xiEARBEDhhFIMgCILACaMYBEEQBI6o7tfF71sPEfkm8IcnvR8H4Bzw3knvxBHzOI4JHs9xxZjmh8dxXAcZ07er6vkH/YIwinOGiHxNVZ856f04Sh7HMcHjOa4Y0/zwOI7rUYwpwqdBEARB4IRRDIIgCAInjOL8ce2kd+AYeBzHBI/nuGJM88PjOK5jH1PMKQZBEASBE/0UgyC4LyJyVVVfnnnvFeBdYB1AVa8dZnkQ3A8RuQg8q6qX91l2LNdfGMVTiohcBa6o6rv3WGcub0oisgpcYm/fvqaqb08tn6tx+R/uBvA6cAMb2+vT527exjSNiFzBxjf73ldV9fX2tYhcnH59r+UnxdS1twl8B8DsDXcez5XvE8Cz2HH/4j7L52ZMIvI8cAF4wfdrdvnxXX+qGj+n8Ad4B9B9fi758ivAxan1D/X6BMe1Crw19foS8NqDjuM0jMvH0J6fm7P7M49jmtqXDd+fN2bevznz+vnpde63/ATHc2Xm9Vvt39S8nivg6j5jemWexzSzL1f3ef+e19fDXH8nPuj4uevFcBV7UtqY+rkytfzYLopHMK5LM++tzvO43CiuAht3WT53Y5oZ2+z+Xthnny8AepDlJzyed2aM4Gvc+VA2V+fKr7tZQ38JeGdexzSzL+8zisd9/UX26enliqq+rarvqoXhngdeBRCRC/usf8PXue/yE+YS8Ob0G6q6CfM9LlXd1H1C3fM8Jg9h/c4+i9axfZxm0z+zeoDlJ8kLemdocAP4KsztuVoHXhGRjZn3N2Bux3Q/jvX6iznFU4reOR91AXi3NR485EUxtZ1HytQf7oaPaR3zEtv5j7kcl3//JWzfHpsxYePYFJH3vb/Puu0Y1g+wfPMI9u2B2Ofvink+V6r6roh8fOaB7AX2HjznbkwHYHWf947s+gujOB+8rHdm/q3us8483JQmT7O6NwH+iohcUUt2WN3nM/MwrjeBG1Me71URueQeyeo+65/ImO73lDx9A7xPUsImnpAxRfv6xgGWnyh+HF4CXgS+MLVodZ/VT/31p3cmqa1iXt7H/a3VfT5y6q+/+7DJMV5/YRQfIQ9yUXgI652Ztzc5RTelQ4yr/e6vTS1+E0sMuMwpGtdhztU+YdM3sLmQa5ySMbWp7fdZB1W97B795j1WvcH7b6arYMdFRO65/IC7fGAO+3flr68B10TkLS83OTXnCh7KgLwGfHrqmtzkFIzpMNffATZ3rNdfGMVHxENcFC8DX5l579TclA45rnf32YdNX2eVUzKuQxqQVSzjdG1qHzbZ84pPxZjc6ztoOcQFYN1DwmDhuA1//aaqvi0is/u2jofs7rf8KDns39U+IcGr/nONU3KuHvRe4WUIl6c9R07JmA55/d1vW8d6/YVRfEQ8xEVxEU+wmdrWqbkpHWZc/ke4KSIbU0+yq+0y4FSM6wHO1eWZG8gG8LZv61SM6TDMhk19TnFjJkHl2kyI9QXMuBx0+VHu64HOlUdd3hCRtf1u+KflXD3IvcIN6RutQRSRC56odyrGdAwc2/UX2aenmKkQyuY+i6/5H0LLvhfFPZafFK9yZ2bb57HQactcjesuT9MvcueDzFyNaRr3Dl/EPMVX2mvSvZQNEbnohd/vTBvT+y0/Ib4GfHHmnL3AnQZo7s6VG/t14Gsisurh789PrTKPY7rg181F4CW/9iaZssd5/YX26SnGb0BvAR+/y3xjq0KxAWzq3VUq9l1+Usie+gZwR/bf9PK5GZe8XyXlq/t4W3M1pscVv7E+z8EUbU79uZoK38/yuqq+OLXe3IzppAmjGARBEAROhE+DIAiCwAmjGARBEAROGMUgCIIgcMIoBkEQBIETRjEIgiAInDCKQXDKEJE3/OeV+699OpD9uy3ca/0r7TiPa5+C4EGIkowgOGWIyGvTNWbzgIi8oaov+O+rmALO2/f+1HyONXi8CU8xCE457lW9JSJ6P49MRJ739d6a0i497v1bZU/DdgMTpX7rUXx3EBw1oX0aBKccFx6/iEl3fR7XVb0Lq/7vFw7iqR0RL+GyYK5p+4KIRAgqmEvCUwyC+eEqJie3L9Me2yPmRVU97QLSQXAgwigGwZzQGh4XgN6P5x+1cTpBQxwEx0IYxSCYL34H61pxWpiEToPgcSCMYhAcEZ4Q844nulycev+qv/eGJ6I8DPuGUH27+84hehuet0TkprcWuug/V2ZaBk2vf0VELvnPvZJ77ho6Pch3BcFpIxJtguCI8ISYV7HMy82pRW8BLxxFaNObwr4700AV4MLd+sX5Z14E3sFCrO16r7uhXm9bBXlo9nJbXuHvXRSRzanG0O37q9w7dDr7XQrIIYYbBI+c8BSD4AjxvpcvAq9NNXy9ccRzfVeBlw+5X+/6v7OG8zJwdaqh9VXubPoM8BvAft7iS8BX7vG1786+PmyRfxA8asIoBsER46UQr2L1es/fzYN7CF4Hnm8NmRuaByq/mCrbeMYN+H5F95++yxhevM/YZo1iEJx6wigGwTGgql/EupivHsO238WM4Ev+1sZsaPOQtB3X953v3K/e8SBZp+41B8FcEUYxCI4Bn5t7GfilYwoZTodQNx9yWxuYYTyMYb1f6DQI5pIwikFwxHgYctXnEV/EwqhHze8AFzyj82sPuhE32Juq+qZ7m5v71UHukzV7v9BpEMwlYRSD4AjxsOLl1mC4YXxTRB62lm9j2jB5aPJN4POHCVPuUxZxBfjC1OsX/b3pz1yYeb3KAbzTqeSdadYPsJtBcGKEUQyCI8IN3/8BZj2tdeCSlz8culZPRK4Av4RltE5//ipTIUwXA2+90t+4iyD4277eRd/ulWmPz4345bausP2+mTnLu4ZORWRjZh8ueBbuVSxMe/keijxBcOJE66ggOGUcVzslEVFVfeg6waPcv2gdFZw2wlMMguDA3CUkGgSPDWEUgyA4DJF1GjzWhFEMgsccn9d7zX9/7SH1V1+IrNPgcSa0T4Pg9LEqIm8Ab7gIwEPhxfdHNW934yg24kk+F4i2U8EpIxJtgiAIgsCJ8GkQBEEQOGEUgyAIgsAJoxgEQRAEThjFIAiCIHDCKAZBEASBE0YxCIIgCJz/D2DHeTtdSr9NAAAAAElFTkSuQmCC\n", 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A39z6+g0i8iVbsozXAK9/Kq4v3HXF6Kc3ZMi1cO9TUyrWFupY0YEIcyItiUAgqpIle0bnJU4xI/HCLo1+5H7QMerANBU/swVjI9zoDQGxXBPD4+3r5JEwDtdcyEB2roiwdou6TLkmiATe+44jPvlZ34UGZaE1H/ey8/z4r34Fs/ld9RGfMOHUcTd+Yt7gjjVXgRcDr9/WJarq14rI12w537zjYbSMtwVTlnjnwDI9HVifHcqOGJGm1Q4VcZpNdsJMoCcRPWPUrfxNgX4rsJUSKn6ORoNLLwJhkGNA5T3IG1GOvc12BdxirrBcocHcd8LW80Gh8mA485+YhtLUmJVGEpn/9varfPL+d9KSWTTCF/+Jj+d//6bPYza7Gz/yEyY8dRDVSScF8MpXvlLf8pa3PKljHCweuEVXM+FJQS3ARIRdragJzDQy04qZB7DSPcyS2ZBIYmXRY9nQi9Khnl0KDdXAPFW1zK91lijAXANzKiri4Jfql8GSnl6UTB6kHSV3HP1yxkBZXZdz6kD4Qc09J7isxLJIJVKRNYHY70U3Np9pHLqjvdOFROx36ibw5X/yE/nfX/eqKUhOeNpBRN6qqq+82d+fCn4TnpZwTujQ1eswm7aeUtYUVIogIxDUAlPUQBz6gqWMmYeSpogSxJwBLIM0s/Dt3l/ZZxbmqyd4w/WUkmgJhUNDYAjmgahC1EBQGXixnYKo0qnSqlJrIGgagryIkFXN1g7YkFgPAdyuraPnqN3wA9/173nZ/rfz8fW380mLb+cf/dB/JKWHlnknTHimYQqKE56ekJHaopjjTMmWkoAILseA2suQNeLEGpCt/4omMQBZzS9VPIAVN5x2KKdmP7f6hA628r7ydckQx5ywUmGHaCpKH4RchB+RQAaih+gLzL10GmicapMBVI0cpAFVHTYGfjvchSd4Z1UJCjMNrLrE1/yPP8fHN9/CS+I386Wv+mH+1S+8+za+OBMm3LmYaicTnpYIWyzOkQ2aB11h7QGnWLLV/v1AHnqCJUNTFFUZrN16Dy6ds1BLZpmdDBM8qAFkDUTRQa5RlI/lyIWoUxE9WMkgBDGdpdJ6ploRSMBVNp6FKktNNBKZaWQliR1qAjb6qtHIWtKQoQqlV1mhKtREWn++irAhcUDNW/7FB/gT/+InQKy/evDshr/4Vz+br/ifPvU2vmITJtwZmDLFCU9LZK9JmkDeszys7BlkkNZTJiYK4lZv/p+KhycdLOCSZHqntBiLVVyKYX8qAqLB5y+OgXCbkVr6iTcGRvVHFEWklVv9+2rGAz2ZXSIJ2NGKjfc1I4KIBfGgxZ8VTlxgYmVis6aT4dp0uP4dragUDmiG8m7vzNmOzAc/vOQvfNWbuG/2jTy3+SZ+zyf9Pf7Vz7/7dr+EEyacCqZMccLTEqUsaYVRy4L2BiZqppYwkFeM9DJmYo1mklhQiHjJdGCZFtaq/deTEA94pShqTNZM7x3Nci3J/5SJGzAaBFRYGdc8VUc5SPDstXXDgYSyRyShLDSQxAJpBhoi3WBSEFhKtgA4GrrSaqYCZtQEhUoDnRq3tvXnMvPf35CopPi/FjOCzH9++1Ve+3v+MffrLvdIwws+ZsZrf+bzee40ZHvC0wBTUJzw9ISWEVDZpx8KLb1ndsFLk5kePNhYmCr2bzhpxiQVFhjsd2Tozyk2m7Ea8ruxR1hs4SIBJdA6IcZ6mya3GNxynFwTkIGwc/0YKyWIBbAgCtmO2yM0aoShWiO9pCEw92TOa8OhtG42YASgZjC7Y3D7QYSFBjaaPZgmkqswLdO2G2rl30AF7NAQCHSqvP89a/7qJ/4MNYFDMvd9zhn+4g9+Ls9+0Znb+QpPmHBbMAXFCU8v6HV/eQ+vOItaMBT/XnGv6T2CWpBSaiejtEUo4V6qPTaCqpRAK8sjPcjIEIiLy03JrvqBwwpBhSzlmux3Atf3GgPjZI6M0BDJmtmQaTSwR8OKRE32AG+s2MrPXHqe7ZCrFs2mjp1LtQHMDL1RoZFA5eXfTsy0YGDx+r+tRGsZ5wqIYrIQxK45a+Y//KtL/A8v+WGWoWclPZ/wynv4th/6Ql54/2RJN+HOxxQUJzz9oFs2av4PBRKJzgPOnAhipBgVNYkGJmWQkutpMm2fWkCZU1M6hDUV0QOcOJMT9yVF0nUC/4yCKg2w9hRwOxMUjPySGZ1UK2zaRgmQKsJCbejVMYk9Ij1laqP3JRUaIA1HFUSzSUgAfFNgDNQwbAKiCgsCS+1Zk8z43HuUvSgiStYiOVGXiQgVtoAomU6D90rFS8eZlkSnmbe+5UN85sd9HzW2kXjZJ53nx/7ZH+bg7Pw2vQEmTLh5TEFxwtMShf1pUy0KjcWCSBrYnVBJ6e9d72ITUKLHEusD2vdNsiFDMKrUPkJRjdEKkNUE/wsCh2yo1AJcL6YzrBGyjIbhDMfGTdxM+2hSEgvKK3p2qWjpOWDmQS1vBTfrb66GnqIFxYqKq3RDUXYcfmzX1GAZ8BE9QQI7Coc3mtP5JqM8v0LuUeCMCCuUGpOgrBmdXovnrPVxE0KgB/7Tv7/MZ158AwsqKgKv/pIX8ld/4NU0zbQcTTh9TO/CCU9LjCFgaxSUJFq6YRTFnMr5mNukHDxwAirme4qNnqoIno0FFkR6Ei1GkFExzWIJgGUWxoyKRM9MIle0I3owVAURO2Mie78yeg9RXFiRh4DXaKDXxL42pqtUnwwpo9NNKcMqJtwPXkrdZtqWvmXlx60QerG5k4HANVpmBFpkEPyD2Hm2GLnBiTjLHOkD1Kru52O2eSKFxVqe2zj1Y06k3npt3vTGd/Hjb/xOejEpyR/48o/l67/n1SwWzW1/n0yYcCOmoDjhaYmy4NaIZ1uA80ZVlJbETIsqEVyNSDEPbxBaTOLQ4aJ8rZhhfbderZ9Xe+BoiIOTTeXBI4lJQXapONQNexLJKBu1oCFazhW2rlmH4AZC1mIQBwuNTvixwDwnupjEcrrivNr5c1/Ts/ast0eJEsluTGA9UdNH1lj5uKenEmEj11s/mizEMsqZbw7W0nNW51whcTFbZnrJHWJzKVl7Rjla5rnF3nB470Ni/dCNJpDAT/+Dd/Cmf/AuIpGo8Me/5pP5U1//WVT1pCCbcPsxvcsmPO1gwvvgxtqF5JLp/Kcl+PQymnqXvHIU+gudKxQXBAKRGRW7GjmfGvZzzbk8Y09r5ho8wNmCv9CaoMJGlUqFqOaWk720WbxLB1s4P3cp68pQ5nQ/VLViZUVgh4qZWhAyuUYh/AidFpOBTBljVTNmvsl7lGw59nSaqAgsCDREggTUbexqhBmjK0+DOQCpZKIENmQqhCtklqYCpfPMMMs49qrc3zyYHZhpnqgO96AiEMTuUV/uhJOQ/uHr/iOfP/+7fG58A5+6+x38vW99C103DfSecHswBcUJTzuULLGMWyqEl2ooVRrUs5Q8ZImWMyZfxgsLdUakUrEMJwl7RC56AbDKwkIrlzrABuv/naHiLDMPs+pm5JUHyLH/aEzYxJrOuawWRBJW6qycXRo1eBk3MpfAPjUNYZiUERFmEj07jgNzNogFz9FofLS/mzvhpiURMY1mUlNtRj9/1iLhCMMVG2M1sSENAfPI5S3lvmdRTuiH6SJFp1nGbplBgVBcZrMHyYxlmEHt1ai0otbAXANZod8of+Mv/RIv3f12Pqb5Jj77/u/iB7/z127dm2fCMx5TUJzwtEQpgYJljSpjwLGF2xbxIsQ3PZ4JGAqj1MglwY8VmRHYo+YcFTtUHBA5R+3+p7DwHHCPihOMgdp5X/Ecc3a04chnVvQU6o64xZsJ77ezyCIeCX7sGTWVYsGVwEytlFtlZ9GSmXugrESYSSHhbEtUxvvTkpzwEzimJfnX5Xey2kai1uh9wDjIRpLf1wdJzBB2CdQENujQu638eyWcBgAtw5hLf3Icplx7V1LUNgX1tl0eVjKWQX9qZKQP/taKv/rnfoHfVn0bL43fzGdd/G6+43/7xVv8bprwTMIUFCc87TD6lpZhvxDVyoetZ4ZFgJ9Ft8KTi9kZrdsCNq2i0cAiRyrvq50n8iwi5wnseiaZPQAeuz4wAAsVanUrNYQz2oBngHEo11qQqDxrk6G7aSEsYRZttUYrcRKonPDTqE3UEHsK9OiWn6ndg0S6LjiVzmmP0mtGdOz3Fcu4oCWHs6yxHjJVf5wIS7E8O2KMVXUxiAVak2YkMlmz58t4Ibo45Fxvlp7FyDozKioJrtHU67LhPZqB+WpUpqLrzJxnztHllr/3N3+dT4jfxieH7+CrP+sn+M1f+citfYNNeFpjItpMePpgi8BRmJZm5l3YoJ6hiPmJll5j8NJh54VWo7YUFqgFq0othbqHGQuECmWJZUsH7kd6TA9iWWjtfckdKpb0XGXNXALH9HTDkm7dw0TxI7XfrTwjK84zHUoUI8w0BBqs3xcpkhNoS3gRKE40Jfi5l47dFWeRFslEOY9JRkYjdB3OFWg0ck1atDBcXSaS/W4dYtZxG+8aWi5sx1m6dZzn4P4yWWBUAVVP/RCCBmskIohCJWJjsATQXJ4ejUYqSa7jDP46RTb0zKloSdREOjK/9cuH/NXP/FleGoT5TubgJQf8iV/4QhZnJ2brhIfHFBQnPO1QlH/Z+4KdWOZUptMbEzOjWgp42XtdSpLRUaaMlpppoKZi17WHO378HczybEU2SYQEIomaijJWeIkyk4qsmWNNznqt6CSxRpljEoVA8PBl4ar0P4sv6pwaEWGj2bO2EjJdkuEBsPJ+n/jzLZmeYnKSLNCi7CCsSJyVmhpxz1UzPTcDcmFGIKplaTtakcgsJdlYKlGSJII2HLuNwJpMR6ZVG9qcKDrFQqgJLgXR4VWqCGTNTnoqWXzJ1kt+WOQrdq+WJCqNIMnHfpk1Q6Sh9xLymsyO927PE+16N/DgfzziL537US6hfDRs+JjPPc9f+Obfzid86rNv63tywt2DKShOeNqhLKlmcp2H4KEwzD0UMg1i5BAxT8+kRVtnQvqxBIn18ogcIOzWmSBwQOZqG9knco1k/a4AqAW+ktnVWrOmpyWzLzUtybIusavqnO6zINB74bdkehuy26+V7LEEOuu7WZaIlSjFLNssa2p9+HFE3WFHpfRYDQdOFirs10wmqRkazKksW3P6T4N5uG40kUT8ioUTSZzTihWZPQIfokPFJCyNH/uY3jxftXRwLTAG35SoiHdPS8fTZB9BC1MYyjzJhJkfBH8eWRRRIRKZidJopENZeBbeYBrM3ZhpFWYxc9AHrqrSZ+VXf/H9fOGn/zA9iT1qPvszn8ff+idfwLnzZesz4ZmGKShOeFphO0scg5qRZYpAvyyySTKqFhIqMrWXD2t/TGGgBiI7WnPWy6SiyqxW+pxdL2hlxiVlWmPgUFp2NKIEelp2iPRUNFrxUVmyVqjEypZl0HEk0AxEFrviIr2oUM9EzVFH/TGlDDr3XmZN4NgLwYUJ2gGD05vfpV6srLwkcZY5J9KZlENGlmrj8pHSu8tkFkTWXl4WYO6lUcUy5igyGJAf05luEZOqFLn+to+PmQkoPZaNd5o8QOrWY5WokMVKxyvntApCUqUWIau5AUUKrzWyUIa5mateOFhkrq4jrZaRYomkylwiHYE2J/7dv/4wX3TP/8O+Vlw4v+Bln3ORr/nRVzGbT0vlMwUT0WbC0w/OOhGMYFP0cSWI2E/L14X/aN8r7M+yfCctY53Ey46Qg1J8WhaVZaI7HsAqhVasp7ghsUA4wDKpMnoqEm2Mk7NQWw8xoxFd+c+uo/IsTbFeXkXp/QkLvE+qJdsqWZVla0lKH2+Euj5TnWR0mc1wnmJXZ1maLQ/boozgRc0x4Oow3HgTbL5j5VuP6NehXhoNw7Py10HwrHJ8vex8waUeJoMpAbV0gaOXRcMWeaiXzMaPVBa1XRrLOIFoJkDMQibK6IWbxO0P1MrctUQWVNQIR5c7fumn38fn73w/v6N6Pa+u/g7f+Rf+DTkPBngTnoaYtj8Tnn5QhlCXYZgnuJ0ploW9hAyl95wlew/OflZ5ybLYo0WEEJSqUubakWLN1d7KpJXCcbCyYE0kCKAjWQYyG5cbRLeDs+HAESPHlCsT78QJDbU75DBcR8naKs9QTWpiOWOniSxOKxI3fZMbWJ4elJZkgpj/6RGZXWo3+LZ7Ulin4lckZIJkogY6MVLSksS+VlxjzVqVTorqs5B9SqjbVoKO/qhF+lIN2XxRQwYky6BrNAu47VFWbjcnhRlbPGWVTs2LtbjZ1gInvRAipDyyXxF/DQaBDKylZ6EBlZree6S1WLaNKj/6rf+BH/q236CVRL0b+KI/9lL+8re+ihCuS8Un3MV4xKAoIj8HXL1F5xFAVfUP3aLjTZjwmBgyD89GZOv7JUBYtiR0ao4tRThfHlkTQS3jmSO0AnsoTVA2XaTtC8nFMLA+RSFbHrMi82xqrtIREI4VVMSlBjihx3xIS5qqGjxAlQzUBf8CHbDjTNBjLKg12DzE4B5qvefBprksXTy/HwQnIHUEjTTU7NJj1JzK5RimCYwUqQb0RKImogiNX++cwEasbCtu62Myl4xIGPqExuZV74uO2WyRxxhrNVngV2GWbQOwj5mMl1tKCAj9dSWu3gNij3on2eUqRGpgqcoZgZSMZbxyP74Svtf0VBIRFQKRJMqh9sN1Fd/WE3+eCQUNHB93/Oh3/2f+/nf/J7Jkdi7W/K9//bP5ij/2KVOQvIvxaJmi3MogJiI/f6uOdSdCVR/7QROeMgydMbGFPW9JA7YX1FK6AwYqf/IcpjbNwNDdqhCiWu+xij6PPimLEFlkP6daMFjnzD3uarog0Hqw7YG5BnqpWNGan+hg2+ZzM7RwLkcNZZFUJGCuozXcLr5g+3MuWbGxP2Xrt9VDo3gGZD9Nkug10Xi/tCexK4GgeD/VZkCKk4IsoLrGEcuAC1O3UmPQtl4qzZ77pqGUOmaN5f8m1rfv1mL5cclNA8KSkmN6f1CzD2ouJdmip7SQXowA0DiUymtK8E3s1plVapihBK3IbIZe50YSe1pxRMu97LiNXTFVz0NpHSygL1z2UQE9gcsfXfPnX/tz/Jmv/FkScHA28uV/9BP5hm/8vYhMQfJuwaP1FN92i891q493R2F6098B8Jeg9L/Ua6hJs/e5cOLI9b8yDvct/UcZsoONZy9l5FQUqCvoEvQpEmvr87VYgKgIJLUcZOWB+Ao9h/TsDGVSy3oqNZcYZBTxF8OAmQqNRhrv8808pFQUZ57ClLXMsRCHEDM8Vx1DTyK7vCODWuYTJQxBqgSSwtQtganM1ojgGsUSrAIVkSDKNVo2JI7pOaFnKT0NJvdQtZ5jueWVmg1d0EDQkXZThjErph+N2e7pvgehPSL7YiVS6zGOxgQy/F1Kp36FmrzXC7UkdprEzryHOjGLVmquMR2qEKgxb9sliUhFKyY7aSWB2P3dSKbz+ZJhOLvdDzNuV5eI2Hvp8Gri9d/5G5zZeR0Hiwe4/2O+mV/+5ffe3Ht7wlOGRwyKqvp1N3tQEXnVrTze3YDNZjIovhNQeoniC1RZuLIyLFzXkU4G7biSpAwGNoVfj5EwrGSZvYQorDaR4EFn0waWKiy9zNZKohILIHNnpJ6hYU7FJT/GntbUatMsopNFitepYOOnSokTlaFvWPqBPVjQIdP48902NwcrC2+zOIsGsCzwJawsPOgt6an8esBNzH0UVgmMZY5kYfZ2jJ6mjYfTmkAvsJA49DKhmIvHLSJR4UPZIzLGrJ1rYKGRfQKJzDwoe5JoRFm4bZ2qBdZSqh48bNW8Xi2r91w7KE2EnKGOsFzNCGKbgJ5MUnXHoDSYN9g9Mhu5Biu5DjMk/dx1eY3UuK4l6y3dyesWVn8JHvxwy2s+9x9wMH+Ag/kDfO7nfC//35/5LzfxLp9wO/GkiDYi8qkP8+3zwNcC//zJHPtuQ9elx37QhKcE1sC2tahxAke3pYIb8yPTCpZS3VjmM1SUrMtWtRYn6kgiiNBUytHKJPeFZakILYlKIi2JXa1IWyXFc1R8kA0ATSg0kzFIRIVGbSxUsZtLktxs28qFIlZiXWL9tDKhQv3/wa8necZb5juK58X2HIOX/qox2IqVhKMGDyoWGGuK7CIxR9hg24Z9atZiJeaSswUCqonWNxgqY/+2JbNH5SVtGZiytf+d1EhHnb8GL66Ej2RhBTy7Vt6/ydxLxUfUzMZBvffqRCSr8V5X7k6aaVMgiE12nNWZLplZQZmaoig7zEheLl3RMRd7bTrfQozEoELYEuYaWAGRZK8JFvw7lYHhe90O7Ab82lsv8RVf/I9oCOzlmnvOLPjJX/9ynvW8M4/rfT7h9uCmgqKI/EHgx4B3MG4Gt/GiJ3NRdyOmxvqdg4ARZBqK6bRQhO+dr5qC271RMhVfvcSCS9ZtpqplZydkOo30faBLFSkrfa6992U5wppkDEyFjugZHcyJVGQ+6mQbBcu8ZKvcC4gKczfgTkAWo6QYL9avUzJJbSxU76Gw9wBkV+vPUSCpmXwXjFxL8/fpsdmOjRZPHGffqvUubX6i3cU5gUM1HcWx9KykRzyLFUxHaWbnNgCqF7vmuRrpZZeKUoQtKOXggBjT1ZuiDYGkgQtVpu6ED7ZwPirXUmSfig/qiqhlxsj1pKRabYMjKDMV7juzgmTpYt8LEmAHdXcdmEnkSDtmRHrJoMIRPbtUJM/5EurEI9tCFVZs7eHSyucjN3hbD3sdSpD0W5Cxm92TSJd7/uTzf4y9CPfFyOd9/pxXvf6L2HvO3hN6/094crjZTPHTVfURS68i8j03edy7FqvVVD69I6BGejJny3HxNQeUQK3qQcGyupIdlse2mqlEnGBhi16LzV7ceO+wz5FLx4H9uS2ga3TQ7HWul6v8nIIxNa1XVfpomVoim7Jkegk3K8xV2NHgZTufYy/FZVTdji2QJBHVluZeMq0bEZjAP5s/qWeIZTMwWKgJJnrHHGuO6QiinKVm6TlhjQXEBcIZAlHMhadCuIxSa80+FYfS2cBlCSxUWEnLyUBnKtMsS981sYOReMrUEnCzdjWHnEaNzdsIXCJxkGFnnrm3q5gjfEh6NpqoNbBy8gtYNjxTaNV6qDWVZbsifOhwh2ftrZjNe0Kz4tK1mW+brB/YuelBKcYWE70ec9Fha9pIIfZE32zVHpSDRirJbCjs2lFi82jv1SK1SWqTWI6k5wVEztWJd/7LI7rf9T0sdk449/wOXv47+bSv+nTm952/mU/GhMeJmw2Kv/oYP//amzzuXYtp6OkdAF+DoghZR/KKZVjW/WqcF9mDNxTLxAYfwIst0MF1f4nMmsxCEp0mDqloNNCQubKKJAmckGjJdGLH30jPWhJLOnpsHmCRHyhKJYET9wtVz2AVs5KzaRojIWhOJCusxcrzLZlGABVWYg40Wc2/RoUh+6010EomSBwzOUq/LQw525rkvT44pLMJFWpMUkGYIeyERBUTvQpns1DlyIMkOi0TQxoOtRvkH7vUrFkPobFG2CEOgWeb0ZpR81fVsjmxrPxB7Xg2gRfsgvbCIYlahAO17caCnk47klhWNhuCVSmZYwFLI/Ngr+XOLNP1ifUsU/X4PRiddjJFW2mF0pbMLpW7Ho0G85aSl0krvuES29REKS5EDP3FUj4ug6i336uiQqvKeWk40o77mHFFlftj5tx+R0qmie2PNvzWP/j3vPsf/juOjha8+2if2e96Nl/5t387z3r+wZP73Ey4DrdLvP8i4Ndv07HvSEyZ4p0BG447Em7se0aKKJlZT2GaCkUwXoYR+3pHkQBkbC7jRqws2mtmRUWiokY5UmXjZ+q8dJgxwocFVWWGEBV2CVxyOQSyLbiwgNVoMEmEj0dqMVJHj5NBxIy2WywYVp7VGEHIlmiL8zIE1UJCqTCfVyjyhBL2RzF/QySTSK6gnAH7kmliZneWuLwKkAN1VO5JgWMCSy+7LgickAkaUekpEpB6K8CaZEWHsVk5W5bYql39gsrNz80MfZngHUvl/Fy5lG241bmgXM2ZSq0s24kFdiUzQ+jp6YgcEDgkMxflTKU0dce1wwV1ldhsIj1lrqOzd8Wcc0ymYkSmBTXJ6tyW8Wu0jE6CF5RH8/LSb0yMMzsDW0SurffjNmxkmD3ugIYzRM6FgEpCpKeqoG1rjj98lnZVs+7hKAc+fKJ86J+8n1/4Jz/Ce6oj9i5WfMpnPofv++Hfx3w+TQB5MrhZm7c3icgXi8inish12xT/+i8/+Uu7u3DffbunfQkTHKU4Wv5v9BJhQeVDf8e3fdBxV18WLbMes0XdbMx6WjWJxRq1viGZYzJH/r0uZAuaqJfedOiVlYG8K0Ynl0LsKXkJ3r+bUdN6CW7fe2uNO9p0nsd0mjxAZpY+rkrEJnxUXhIsfczodMoyx7CEpwyeqdnPM0qSzMzVeMWeuxFl1iS6JJxfdMxiz0GGswJnCOw5JWdOxULD0MdtnJlZIzREdrRirjZMWTATb1ELmueonQVb2LKwoOac1JzNDWwie3Qc5cwHs+X8GylDnBNFPtOL+nPPHNMZM1cz8yozaxL33ntImyvrCzuz2IzH7QiNvy9qxqxQ/A6p2uzJGTbYWXTURBYZzVhiLZKeEniDM6G3Cvpa7Otw4wbYJdKi3BMjUYXj1ZzVKrLZNFQR5rOWnGrypuJES4XC/Fs/8uCGn/2n/41nn/lmDuYPcHbxAD/4A78+VbBuAo+aKYrIpwFveaQfbz1Ob/j+YxTTn374qZ+cqNV3AgrJBopovHhmAhgrsxWlUnGx+tiX2oYKnNCzrw1JGQTvK1oCNWtM7N8DS+lY0tNKxgYZW0lyQ286Q2ySRQ0eQAIrWtRLhXN84dTIDoEdAgu/jh0soPe5IkuywCw9O1qzIhHFSryFvNJJ6YsVrin+zMcPZWCrp6fmkSpSLNTUFwWbLtGrsGkD53atPHox9nx4JRx2FggWCJ1noTMiay9RN85/rTWyqzVzD4bRO6sBs2fb+NUnlLMEjlEu07GgJ2hNEwLvzi0BZS8EllnZY8a+zviorIZebnHYWdOzKxZUPsKGjpqXBdNtrtaRio7dJhBWNQdUnOSaNpotXOvHKbKWRGYjQtA8lGRLKbWRwArTMtrmZ2TQBLHXu/SqS99wnI85amGDwkIrao3D5uyjnbIbA7MYiDGiOVFXsNrM2bQVHzqasav2Op2ITVFpxTxhWzKolXK/+rU/y1e/9mcRgQvnZ3zFH/1E/toDr5k01Y+Bx8oU3wn8M1WND/MnbP257vvAjz8F135H4cUvvXDalzCBUYO3HQyKV+a2DrBkgkjxJb1+H5e9hNp7cbFDOSFxhZ4Vmcu0XKbnSHrWomzc87OXonVT1p5tdVjPaY0ZdCfZ1lPKIFswR50y7khYEFlgwv0KmGskecC7RovNtchD5sfWsyii9roQW/y+DM8bfL5iWdhLYC1zGIU15pRTi7JqI/Oqp4mJGmXfLdQqlB3fdpx4kBZsMPGuNpzTGTsamOXIItc0rvFrvAdokpGeA8/P9gicpWGHyAUR1rrhnizMteYkC3tUtBiZqfFebXG8KT6vvSp7XqS9KAGCst5UiEY6rTnu4pC1iRp5plcLiOWdggf6hPmfqsLCTRQKcUhUKIrPUoKvKLZ4xbfVs0Vl0H5GlcFkvnjqitprmgTqkOkTnLQVqc+sVjOuXlmwXjX0ycg/G7/GjW/EcEet0lfdDnuq8OClDd/xrW/j3PwbOJg9wMc951v4ke/7jcf5qXpm4VGDoqpeA77yJo77jCPavP3tHzntS5iALRiljFUxzpsw4b0t/KXsZTo3+z3d+j/YAUyMbX3EAyorR4pwQsdGelrpOZGeJS1rsfAp3pTckOmLAwpjH1DFrqPnetE5WsT7ytwvIXj2U4YdJ5S52gLdeE8wazaCB9a33O5flXkWxannRou7oe/FuIgrmeBZk6Dso0iVWcx6ul7IYrrJEDIxjDlqRJiLCd0rhF0vl1Ya2NGGPSoWhaSkkaDi8x6F8yzoyKzp6RCO6NiIckjPQiInGhANnCGyFOUaHXuYxVrvU0PG7E5RUY6kI6CEAMtNjYpwsoyIZPpkz82uG8g2WFk9mwsUopNJJYr+cL71M3XaVLnf2f+VtrJAYZTbBC9gZy+/RgVVIyCRjSx1lpqKzByhqpSdqiNrQ6yNjrVplWUniGSO6IzI5UExSclAx/L8w+WDxRXoyoMt/9tX/TNeWn8rL2u+ld/9sr/Lr//KBx7XZ+zpjsck2qjqu57oQW/md+52fPorn3falzBBbZc/LkqFgWpEiQqbyC4elMoCXmzT4tYyIlgW1WalkshSeyoJqCoqlRlui025770UmSSz8YWp8qto6WnFem6lPFb6SOZCk4fpDgfUQ19rzKQsq1oQWdLTS0S0pwE2FEOYMkHC5kK2jJloIJriUaEWcSKQl0i3UsbNkEsGjqRnXxRVc63pU0A0s25n7O1ueO5ux/Em0HeBTWvnmRFYq9JIRoj0BM+IhDnRHWCMPKRiGVpCWNG7GQD+PJUlgR21e/LelDkIAilwWVquauKAhhPPqkv2v5FMpx6qROj8OV1LgYshs9kEDvaBVlhrGcVl7NITejd3GHua6gExeNbeYpn/nOgErNJFLJsOZXRhLfffApMZrJvROVipvHNFW9DAReZclhW7KtQioIE+Jza5Zr0RdkLPalUzn8FJEg7bCnH/neQnLKXabTaz6VdHmEjGA7WWsG0Z8Xveecwf+ZwfR1GusmFvp+LbfugL+D1f9LIn+im86/FoUzI+DXgdcAV4vao+oxxqnije/75rp30JExg1cbFkUoxv8kKmqQgUw7cy3qhIJoL3W4ojTiXicxAVVXNBCWJ9m2u0RNFhoSnOMXimVVxjEpkWCxYJ6/sV27ihj5fZKm3KUAKzAFpEAoGsJqI36UPJPex6g5grTBLLUosFWiF/iEKWcaLhkBd7ORefyVghqCrHJNZa8ewGjjY1Z+crTtqKw02kCYkcYS8mrqU4ZJqV2tZi7ll246SU2VZ5Mak6A9is3xZUzDBSzjGZcwgdHe+hZ6HKXGf+KgX2CTwoGzcrEERGizXck7RTex2DRhtJlWFed1y5ukvXm5PQriZaAle0J6swR1g5s7dUERpkCL6V90l7zBove++ODBpKwLGsshCsAGTweB1LtTsaOJSOrJl9nVGrcJEFH5WWF8aKJmTWuWJPOlQzJ8sZy3VNnzPX2sgVTSw9SKsqpTddesglCy6TYbZL6qU6YAbwJVsuTGW7j7s0nCw7/viX/CRZTav7yk+4l+//51/CufM7N/fBvIvwiEFRVX8N+HwROQN8mYh8HVOAfERcvrI67UuYIGb+DWFYmErgsb6aEkWNjMCYKGVVoowTEApUi1wicEymEWGPwMYzi4pg7D9xRuTQf/TjiuVuHYm5Vj4Tw3bz6vrIhLJQoZNMcBPs0hdaej6SCcw9uM4k0quVz+7RuT8i+AxFHUgUlZrOzkT8toh3jJM2ZOvfpR+Z1aZKwphRKHCyEkLIaOiZxcS5kGl1RtUpVwk0mCfsDmaGbrQYddZlZIE48UaH8m3vhcY5RkC6wsYzxYpLdOxT8UKEEGCjcFl7slqeXRE4onWKDt5n9TKwyNBpVVHWqqQcOFzOmVWZ0EC7UUJMfKA32o+9jnlrY6MUn9voOdk5ZvRY/1T9vJUwuAWVyoO918rWxkvLniXPEFDr8z4777Kh901ZQlDu0YZVnzkKwgsXiaaClCMigAhHXcUaZU8qLmvPnlQcSktHERfdkA1S+unlGktgFHpJBA1EqoGBHYafKjMqejUyWFLlrf/hw3zSvd/JGWbs1BXP/ZQDvub//p189qs/5nF8MO8uPJ7y6TXge4HvfZgA+SOq+hO3+RrvCtT1xOi6EzD21LZLoeMiVcqkRTqRPGMbelJqkzDYOo6g1OI6Oi879WJ5aOW9reIgYyQaSzM7TMZRU7GSZFmL56g2NxBUhA2ZXTVbuoxy4BMhdtXILjXKMeNcvzWJ8zrjmJ4FtZlwlz6l6wB7cRszH7VUSmrAsHjL9h81MlDt5BHxa+yBpoLFLNOrZStdmvHgSuhTZEcSrURQI/tsGKeEiAhzHQknjecyrRf3GqKRc8js0LAyszPfCCgfoINsi/uBVHxUlbV0HGjDTGyj0pPppditWV5cXr8OZY6ZeM/rRAhAUpoq0PcVu8AllEaFtfd6s9hmqlf1kqdtsFbS0RBYafJ+rm86yF5mtU1JCUJWzh77eqKwm+thNNmajjNac006NijPpmEpHXMi5xvl6qbiXGzZmymrdWS5MUO84yx8VE3wc006H6M1vk+t/1kqEGN2WLLBbbJVHF6ZsZwawLPvPPxe8ux5nwYlc6Vbc/yWjj/3u3+GDT1aw/0ff47v/sdfxHM+5uwT+rzeiXhC4v1HCJA/zxQgecuvfui0L2ECXqaSMTMsfUWV0akEzyKN/HC9Gdd22akQXMD6YrtUXJOWPY00VCzpOWGDePbYMrJecRZk5YL/xsuxyXuAjQqtX5iVs8xO7ojMgRqtP4mVPIsUfk2i08w5ahP2i9Bqj8o4u7AIMSpfIsuEjZaioRwjvm79rQJ9zkMZNIuP3kK5tIk8b74ZSsV7OyvqquYj1yKqQh2EKtmxzxL5Law3WbuWb45Ql40AVqpsGTPrRGSGOYp22AblkJ5Oey6yw5LefUVNrnIiPUls89J5MCikHTNvkGETsAHwcU8xQJ+EOmQyFS02WHotWElahSPphp6rkmiohlL8isSOP4uSLaKWLSpj1mgZWrago4UZLJxozzmC2+fZlJTn6oIWK7df0IYNgcvryD0x03c1G8ks15FNgsMAD2bbXJ2QxqkuYj3szPYGsPBiS5V3ZKfWAqIl7BkxqJhedGQ6zd7vHh2QZhJZenm4ELoOaQkSIClv//eX+YL7/z736Jy9RcVnfMa9/K8/9XnM9+4+I4GbdrSZAuT1eOnHTn6EdwLKOKESIjbo4PxSPE+LBq8jM8NMu2/knyq2ONfIIL4u/cgj6eidLbrwEtZ25lV6MyKAutuMk0sqFVQiAfWsU5kTB1OBM0TP7JRWwRxTraTXYPMYT6QzTaNGjknUFBmKyU16D/ZBLBvrNZNFBkOBcdksS6L1EMV7kpnR7Mz8P+HKsmI+SyyajOTAR45r6mjeN5dz5tm7cHUVuZqFA8/Ee2yEU0TYQUiIB0IZNgGZzBoroy4xcXyHkkV4UDo2eUn0EuyJtMy04iQYs7TzGz66yTjhxF/mYmXXayBros/Cugt0WVC1zYMZMtiWoicjqkQJqChzrb1IyyC1wDOn1l8j06/moSS/PU0jY/1H9dd9nxoFDqhZ0nOAOQidpyGRmUtkYbs3uhSJne2kkgbWSfhIUmYCH9GepWRW9HQySnLGDNBetwrxrLy86xnIZRBIw+bRWwu+mUm+wRvfyzrYAVaASGCukZWk4f1UjtGTkGXgv/7/LvHV+z/MCuVsaPiCv/FJ/N6/+InEeLN+MU8dbonN2yMEyB/F7tUzIkC+77eOTvsSJrCl//NPahy+N5qaFc+W4r6ydo5eWdC2j2VkGeP5CdCRSE4+OGaDqNBIdKsx+6Xi6VnYhxHXqDGSeKy8GclkogpzNbJJAuoQQMyfs0NZYxrHsve3wNwzJ7ArtckQ/FzjojcyC4t7TtFsK6XvNBKDClsXSmZaCEKBI4VGK443kaO0IaQFs6ic22uRPhBSGIYQVxLZBZLayKfOz5AYHV2szGr8z4QFDnNn6YnU7FDxfk5IBDaiJO1YSUYU1tHu81pGB6JtAols/R0944sCbVsRK+svRoFNNlLNnIoNmWMSWZUcoNh/d+SBBQzj5A0wMlLngTmJjd3qvZyavKyOl9AjFujW0nNWa3qUXWoyZiC+pOeFzMie8WcVZk1Cc2DdWZZ6BdusfFR7NpLZSDIyVSnXo8P7t7zT++EO4S2C0coOCgMYZr5JEX9PRKJfXdlM9sw8Yz5iww61WyaOhvqleB226i8LzFrxUu742a/7df7u173VytlnhT/0wKfye/7YxzNf1I/8YT4l3PKwrarXVPV7VfXLgNcCF0TkR0Xku2/1ue4kXDg3f+wHTXhK0G+VREsOWDLIsvgnVWdB2tSJQsgZIMXCywgzc5+7ca/usIu51ey4NGCt/SC1AAYxfukdFuO1isDcs86F/6TJJuY+FisQHgA563CQMurJiCBKK9mzVCPOrLQbSp7RA5MtbeKaSesRbc8vdOOyrawRSkgMmENM79uIGbYYX+tg0RjrM843HFSBjxw2HG0qIrBb97RBudhkLgQbCHyW4L9vYnUhe4ZuVJglPTVGPDmi5YCaI3quSksnmYUEDkNPH5Sj0LIJmcuyYSU9G8xWbwzoJUu0UmClgYVa31BUaZpEDD1thlWyjUYJfIWokwOedfn2QIReynvIKE2tKBvBM2HoJLmzUekvqj/TMVhZhcDucuuvpZK4QOQcNbvOSt5VWBDZ86y/TYE2BU56C5ZHGON0VdyTvJw9bm1uKIkzLvCZ8RrK+wWsEqL+mampaKjY8d5hkagoRuTqSd4TNXu91nvAltlDECsNW9k60SGcQTggckRmQWQFfORqywNf9a/5lP3v5OPrb+XTzn07/88b3kZKDxm0dSq4rbnsdoBU1a+6nec6bfzLX3zPaV/CBLBeHsW506Be5hqm12seJkPAmFls/YL1iiiMwswxG2on5tQeFBMMi0rQLaafx7Sowkwrcy7RQFBxD1CbnNFodBNs4Tw1azpW5ZzZMs4izUhkTkjsaETFfUkRKvF5hp6J2oQNI1uUMm72IHejcH+8OyBipCCzpnOGLMoapUWoBE76mlXbcLSacS0p8zozrxJRMs284/571lw8s+TesyvOz1vOx8QF4B7KazKW90optfSxGiLvlSVZbJPRYD6gKnAYrIipok6o8ewMe41qgrvDeGVAlVkOo+YzZuqQmM96dmv1HqxJKEpZMRB8OordkUQR7pdye0Rd51mMF8rGorCIW8YeH+RBLrJPRRk/tU9FRDmmo0PZw2dn+oDqtSpVCGw8Q+wJHCJsEO9t9iQnBXViWanZFY6M00Ky2SZXwZhBJkoPtozTVubUFON5K6WGgcAlYtaFG2ywcykv1v7+w4+ZNXFIO3yq1mSOgRM6IsGfs02TSV6OFYQPHW/4S//Lm7hn5xs4Ojp9Fv9NB0UReZGIfPHDfO+FT/qq7kKcOTtlincKyjDeLCWkjZnjQJPHdu1lSG8xzN6GMT0znZonzgm9jW6i4oLO2fMANycOgXEIsH7CSq3/sis1e0RqtSyxQqxc6oScPY2coYIqo1pMqPGF1g53QI0gngHVzKmHOYlFklCIRWW8MuCyA88adbQbQ8V0jaquoSvuP2H4s2Isx/adcN+usSVPNoFMYOVlyeWyRhXqmJnPOu7d7zizlzg3y+zVmTNB6cADodDSsUdNB5xI2hpCLCTBXYMSx6UAK8EzQ+jEipRD1u8boFrtvpoMxIzKd4EoSl0nogg7897L4JYBJbFg1koaMvOSd2XPIpVizNCDCJ0orVjW3klyqzV7nwWvQmQsOAdsYHHnm6nLbNjAMLvyGkVPKnQKu6UYrKAqtGqbmha4wppWxGVAOrzepSxdNmXl/R22vh7K+JQyu7Kmp5i5F7525fezzBotzjj2fq2chBZAlJW/HrUfu5bInGrIvMs1nQCHJFYox7R2DRKcMNQP7y9F2Ns7/XX0pnqKIvKpwIuxHuI7VfXXAVT1XSLyaSJytnzvmYIQ7vwG8jMFVr5xVp2UYKGgPj9ChKWmIT0scvYbdV1Fv7YgUrnUwQyhlX1mrDEK/aG73RQyxsr1Z6a7q9mjZqGRhdrevFObYLEkMdPIWWrO0IBk2j5yJsJRVpuJSOn/OfvUnVsUrHylCZFgbFVKmdj7XcNya3el2PYLNsNw5mQXy2oCyWk9HZkliX3M3q5DeRCFJFw9NuZrI5nnBLjSw8fsbogihNAxnyVUlZMTo9bAjJN1xaa30vCawEKUuS74L5www8y7oUwhSQOxaUVP44bnLT2tv04Z6xMKZpEXCDaT0V+zmVvCnSeyGzvO7GWC9LR9w2pT0eG9WrEyoIiVmAO2QSlTUuyuKUEsQA3jxfzeZjE5RtFclukkigwa1wWRJOalu6ORXWonwcCciiiZpSoLLUHLfqZB6N0f4BjrO/ZYL/o4dO61uy3Yt8dWjBkhfrwaG3tV+WsLxUFIKDMlS3AtR2oI9IQhq7SNpjF8OxLiLYdhFihQaSyfNDpKMLby+DVaOh9xVswBW98MtVh/1Ca3XL8xPQ3c7Er+SlX9cVU9f2Pwc9H//U/6yu4y/LZPvPe0L2FCgYwlpFIgGw2zfQcsMmjbMjoQEMofMCLGjpdMKwKNBs5obaQJ7VlopNbIOV0wcysvHQyfhYVG6ycRqLy8aaU+W5Dmagv4gooG8wvdD3CsQkMJcuohdotA42XVGZF9GjYYi9J6mMV/c7wPYIGjwqzXGp9v2A3dsuICVMYnCUHM4u0KLR+k44p2vI+eDydos/W7Prq0yfaXr+yAKgcHK5qmAxFm8zVn9tec3VtSxY4YMlWVqSTTkrhEy8xLanNfhgLwbN2h00ynnRGSyLQCK4qfrPow4+t7aZbNjGOd5tikkSbCzmxDXcN8lqirRHA5whLrXW4kXSe+N5N0z9a3CT0iTqoxf9UkmbUPOW6lmL9nikl5qTQETOi/ksQGIxbVzsqNWlPDwFBuAlRRmUcLdTU4u5hhIoppQLdZ1tezS0vuKH6emUuIzJUnuEOPdbrLu317okz0ykelMhgDZIzUU6bQNF5ZKe+1BIi7KCWx+2ald/t92whEsgfzVoy21Ptxi+HFnYDbNWT4GYcHPzqxT+8UCNbTy1r2rWOvqOyHtxeTgaDgzja20x69UfeYkTVxRmv2qalQrhHN5g0LMmhDH5QVPaIVOSQfByTMfCpEYbsqVrq0xSWziy0+8ygsBFa99ZOMlGHlsxVG+++1o5GKFmNALr3PY2SJsniNTETroZbysI0XIuMZTHJKv/WWogvVFaUS6ENCsvVe19hifkjHSgPnqTjsK86LlQljlZnPW5q6J6nQtzXLk4ZVG9if9xy1ZfGHD2iijNAybWLiiJ6ZBtb0VKJkIp22VHi/TEb9aOmLGYO4vK6FYiScVRPJ7ws0NbRdYG9vRU4NYTkzgoxfSxaGHp2gpmnEiC6lDI+/n6xva4EuS/I+Yu+vgJV1o1OQRQrxySoM2Q0NNnTsMGNJ4oTERamoBXYUsgohukeRKDux57CP10kr1iHRFn2iv9lLBcDY0gz3AcWDahxmW3YEsgekwswuJdKNl4BbSUM5PpT77wEM/wzNASV6bxLfTAXTbKrRkqzfKxzTU0vxGLZAeeIknaKhbbjep/U0cbOZ4kse4+effpPHvWvxy7/y/tO+hAmO8mEucwULyrT0THEcsQzQ9sv22KyFYmILzIpEq4nzzJkTOE/gHmrOUXOGmkbHhbPJgZlGdjSwyBWiFkgqlSFTqz0wzhF2iexKpBHhnAQWATaISzDwxdv6SVEylZgEoNfMGW2IqsP4oTKCqhBNerHAU/nzrrCxRzEJ+xrZ0FFhUyyCwsw1k8F/p9IKvOeWxEqKV7GxWVfpOSSxBHqFPgtN3UNWQt1T1S1V3bF/cEIMymyWubjXEUVZAuelYYY5whw5c3OP6EU14awa03dOJG0t3nhgtIAmJnvw19cIMNaPFcY+1+68Y2+nJQao60QVOhZeorPe5kjLKvIGHeoFoyeN3Q0drfJUBynP6GKDSzUKzHAgodRiGduChoiwR+ReiURVzmhkISYhIduEjBB6FjMb1RVQvxfZyTZOGNuqBPjt2Xq32/Eikaijd02Nze0sgbPkwUHMDCJL+T6uzR19VIs5QsLIRht6lxUptXfkizYUoME+G41nnisvxK6k9yqGbRiq4RN4Z+Bmg+KPiMjPicinbH9TRF4lIr8KvOnJX9rdhS/6fR932pcwYQv5IX/rwNrcHiOVGAkLRVNXMsey6Oyo7bTvGeYyZJ5LxbOYcQ9z5hqpCZzRBvEAM881+z48FkyaUHpG5mBjht4LFS4KLILQBAjZ9HsR5YgyMNj+v8Z1cwLH0g8LdIYtEooFMVSotPTYvLGq3h8D9miMHYsZAlgJ1YL4jjZ2n3Sb5m9ly00wr9ci2+iBvYX15ZrFhsXOhqrK1LOO2U7Pzk6Lxo5NJ1RBOAiZ6MzRfSoWCKaLMwnHifRsxMqQJ9ITdMx4gWHVt1J1ET6Iz3Y0Ru9ZGnYxv9Z5s6ZprCvbd7b1OVEnnIjPUsQcb9LWsjxOQrR/91vvk4qRlJU9ky+/2WM3rdZSE7BSZ+Uly8a3ZRl4UC3ri0EhKg1KHTJRMn22FHBRKXsykmlsZuTDB5DyMkNhXNt11P6bJSgKRrTqy0YQyxKLl2z53KxJw6bA7OGKsb3paRfUbAYurlUngs+KtF8anYBWkvw9a62F3vvYVp4ejQ/uBNxU+VRVf01EvhH4cRF50daPrgJf9kw0DP/HP/H2076ECYVt8BD4zhrbPRcN3nZPyuzQMknE9rVq9mRF83fBxRfPqzMaMl3OPKuv2TjTEIUjablfd/iQGC29ckF+KX/tYEvTgjLlEVoih5o5L4mTtmKD0gS4nIVA5gTlSHonKRhVHrUeVkDNZsvrZ90WTSj5M2zVynFzAieaqRUO1MqvSZSokZqeKJEr2MQIM68eM4Ny7wg6kCG6VEpqkLJSVW64psLumROuXTrg8uU5O7srPnxpj40mkECboy/Ylpnuu/6zBk7IPFt3eI8cY3MWZ1xiY3KXrRSolE9tebYNRMlOyrZlAZzZydRVGHSfISh1KGOW/Hsy3qsSerQ06ChWgDb2qRiFJ0yTF4lUWJ+wzHQMrgk1UheDtGFGebxZ1QWUe0NkRytWCrOcqWJAAkhUNxVXqtiRNNrvq9DraGZf3urFr9XftoAOmlXrDxZz/DJLNDLHSvb9EJDCQMwqZWozybceqvjx7HNi78QiexKMwVxp5SGyvBqmX+zJnNAN5gS9jOcpmXnZhN4JuOngrKpvVtWXYKXUzwdeoqoXVPWf3bKru4vw4pdONm+njhsC4rZwv9hg2aIgQxmzZJLFHST4zxErXYqODL+LEWKV2K0T85h9IodyLxXPYcbH6C4NgR21Upl4eRaUGWXaOsxQnhUze5LZk0SiR0ImhZ5arLe1j5VPW0mowIYe8YyhE2VOZaQTD4RFY1Y8XUthbOYL8IzIrhNzStazqxUr7WgxVuIOgZkXXING763aXENfc+lJnJivDy2Z2okmoerZ3V+zs39CSrCzu2Y+70k5Ute24B/20QkXwb1OrZwcgY/4LPlM5iJz9mloNbPQOLyO26/x2DOV4d9GarLgVInSdkLXBUKAvo9s2oo+i+sbnW0qOvQry8EDWH8ZPBjgryN2HwQvY7p4YXsx11KKh0jl99/GTu1KTSRwQiaFTK+BjcKZIGxyRR2gjiYhEVHms8xsltgPpX8amBOpCilsq5c4XJv/c0PxuVXvXUefiuH+pyXYD7mg+t0vzYNSJSgBywhfG5JloAQ2komebYu/v2dqLQizN/TNi5RKTE8Ss9UzjeXI8d1+PqeNJ5WxisgB8CL/88JbcUF3K65cXp72JUy4YadZWIDls2aLpxZKBaVforLtV+nBxHfnu9RUKtxHZCZKzhCDMG9MXb8gsPKjlWxnn5oXs+ACDR2JhWcuCWWHnh1ROhH2YmYW4GVnMjuLxIXdlt15IgZYYq4gKzIrMhvRIfBFRrs6I4konZiPT+ccyugLsWKm2Mf03gfqqMUG5a7pfTajBdNdH3JcZhuW0lrp9yRMnxcEVsGmXfRasdmApkjfZzarGeRI30eCZHKGD1xZcGVZmxm3hoFkE7F+U0RYUFF7v2yjrWdXFde0N/KK/2kwp56kYzlxFPFHJxUpvUITk5dOEzH2iARiUM5W42xNe5+ELbOD8Y2k5ohu2ycvgUYNRLXfj0Oh7XqP0SIp8e0FjQbvXVtgO0NNypEDjVQoba/sSiYloa469nfWLJo1uztrdmYdiypzhnKMQBmJto0ymaWUeGv/riCIDwdNZCq168mqw2ZPh88FrvM0KdKG9JBIpQLitnZFFFJsDKtsz7f3rVoxoe9R1j7j84QOlTz0OAUBKVrIO6OAetPsUxH5U8Dr/ct3AveLyBXgT6rqP7oVF3c34eSkfewHTXhK8XAbz9LSF3AtVnFa0SF7UKynFQjsYKLyI5TzKPfsmevjvBb6vmOxqfhAMv1d2UXvIFx2Z5iNM+sisCDRVMp9B0skKBKUg16YzTrOirDTJC5d2+Vqa4tlD0Qfl4SYWXcQk0/g8xh7lJUYA7KW7NrG5M+vTIkvz9gymGM6FlpRiQWe1s5EpdBIHAJVjfu+KkP51hiUSu3LaYeCBGbzNRKVGJVmvuHalT1iBUdHO8zrDD0cqdJpGIINfn9qL4juUrNBucCCd3FE0sxcxp5epTJIbOaEYUEXXC+n5uO5h7ATE1XVoyqoBlAz8hNRVv3ob6r+Rskylkdt0DLDeaqtUihY9t2pUov1HaMXHIuJQiGqVMigBx07czZ26llezkwBdkMm9RUSMvO6J1YtVVNTxZbj1S6bVO7WtoG3lY63dbUFHZkFgdqlN2VO4g6Vl0vNoKG8noiVa5Mfb0P2/vu2Q4+dN6kOI8DKXUTE+6UmGiqblKhCG2xb1UrPBnMTKoOphh7p1j27E3Cz4v0/CHwp8ArXJZbvvxx4QESunWZfUUS+BgvU5wFU9Q23+5wvetF54H23+zQTHgvebCkZ4PZGt5SBBvKI/28g1jAKjq3kWZHVSo/PirC/o5zdX1teFZTzuaPt9nl+iPy3zsYKPdf3u8ckzhM5J5a9zLAMcLfpkNDx/Ode5aNX9vmYew6pq46PXt4npYoqbtjZT3BlBwVOJFOJ9XsqPFh7vS4x+l9aBmnPpJRQOycTGaFC6TSziznw1AQqjXQyylRUxOfq2eIbPZfufIhy0ox68EDsOSYqJMLVqwfcc+81uta8W2bznmtXzlAH4WyTeP/SBuaajAQalORBZkPiDHM+zIYjOs6K9Rnv0YYgkctqVZhelMpagZSJEDaFw1632qeCZKAKEKIQo1pQ7wOqgVVnOVZFJLExMpGMg4qNKGKTSkpZL3oQCVg5VYFGhIzNwOxUQKx3W0gkC2pj98KQnVU6js4q46dmIhz3kV2x92IvPecvnNAcNfQhsm4DO7NEWtq9a8Q2L8XmrqCEqFL+b1H2KGbm9p7eeDk/+vvIyGc+BKt8LrSwTe3538huRWCj6mxc/4Za4XVJzw5x2AKsyfSq3v8WVPphIxMBEWOuiqWfg+vSaeNm89VPV9XP3w6IAKr6NlX9fOA1T/7Sbg4i8jrgnar6Rg+GLxaRL7nd5710+eR2n2LCE0CJhUlcjO3BbxgvhJdWCzGT67OOxokNttvOkIWQlLaLbDaJlJTjdcP+LPGBlLhIYIlyDXODOaChRTkjpj3MIrz43kPO7a25cM+Kcxeu8cmf+A4uPvsyB+eOeNlL38+zLl7h/NljdqvMngT2qJj7Dr7MsIsE8+4UI9n06CAoTy4o7yUN5ajKn0unMJOaI+m9F+p9Su/9DM+ZYhwtHlytZNkNOdqohVyT7fmuQXPg+GgHRNgs52iuOD6ac3hcsdxULI2FzzEWajaUQc8wBzov5d5HAwov0l0+HDbsqAyv2Z4zGxu1DHpPKwqtIzDqE2aICcmzB8TOFt+ULGdeo8zAy4RG2anVXF+MDCMDM7dkk2NgtAzaDBCg0eg9Rysj9moZLZS5jmPXTrAy+gxlQWYvwG4O7EebDbkz66miM0WDcHw4Y2cnkVJgjo3eKkF7KKHesOkrBgSVZ/H2vpHh9Uyat7K0MVMrffeiei0azuuzNxlkJ+WeV/6ZqQhUUjxzs99VmyWaxL5eO3s1l/crJqFRbBP2kP7HKeFmg+KvPsbP33KTx70VeK2qvnHr6zcBX3m7T5rvFOXphIdAh79tGSgvVfnQl4/i0GPx3XJUKz0+hxm7IdM0yqxJnDuTCJLZm7fM5xvuqeA99J6BKTuYfVqDsMrQkDmYZZabyIV7rtHM1zSLFVIldhYn7J45ocvChYuHvOD5V1g0mZmYMN3ssmSYvGEWYzYlYu1LWKErpFLORFxLZn2hhDIn0GrHxTwzfSWBPWpqAgdasxjyrRIEwnDP1mrU/N5lH70oJ/SoWCl100fzPs0VXTsjSKLdRKqqo+1r1n0NBDaeuZSstmTn5omaOJKOMki4JnBOKxDlY3SPXQ0uJ8BJOqZznOk4EWTmRBQBTvqKEOwVbWbZMscQOVnXQ/bTYuzXuVZDH7DMzxycfdhaJFVpPOurMTei6CX2MmIqCjRUNN5TNElEcEbvaNo+C3Bm1rPb9KDC3rwlRpPFXLu2S87KcRc42dhczTKCKgO1BGeX+nvXd3TlOotJeUfvIXl0vpmJBf+5d/VKP3HoiPrGqjgGD2HKP0TZ+7qjttfO2pPZaKYf3kXehhAlkejEOL5JthmnRcqRfSPyWJ/kpwa3q7N5dfuLp8ok3Mu3N+Iy8Orbfe5XfvrzbvcpJjxBXPcZk3EnXUpD5TGZPOyUTYRhPo6WFUCPUNXK/ryl64XDk5qr13ap6p66sqzt3hDYJ3jJzP4NkT0gRdibrdnf6zk8MQrE/tkldZMIMVFVynzW0XZG5JnVHTuNhcMoYqU8ZXuJ8sxEhrKfP0XPDiNRbNlaS5lkmN1vteeS2NJ15GKEsjgGhcbF/L0HUyvbhsHcek1PGax7LC0bEocaOFnNWC5nbFYL2s2c5ckctGJew7Wl0LlbzgmWjfRsMX+BPSr2tKEhcsiGEzqeo3uIRo5pmVNxrIkZRvuHQqSSrecf3AEn0IRMiImuE9pNRcpC21UkFTqEE3oj17hZQ+0l5TJWqcgPIuIm6oUw4zpFjRYgh8KqlV4j4kOiBXG/0aDbZuWwL1BJJgSTdjQxk3LF8TqybitWm4YY4cXPvgo5sGjSoClUL2XbKzpmamVDB8XXNNBQeXnc3hNJsxnAe+l1nPXhekoK4caqDsXQYBslmJb3TXRnpppAcP3k2jPFhmKXYYYT5VgdgJvQG3nI7np928LRE8PNXsWbbpyQUeDff8cN337dTZ7nieI8FgS3cRVARM7ezhO/731Xb+fhJzwRbH2Qt+3cyo+MsVh6JttDpsrvQOuFqJnaaKc+KSfrAGpjlGaznjMHloddaBIXQ6AROCdwgtmy7QCdBM41GRHYWSx52Us/yP6ZQw4f3GXv3AnNXkuIHTtnTtg/s2a1nEGAZW9BZDYsPHLDs3jIUx0e02pC1Mt9Gtyw2kXaoszUepSWtUR3MbHQ2TpZqJAwMrCkeIPmgZjUYsNulyRWGjhZ1Rwdzjm6tsO1qwe0mxmXrhxwvKxZi03bWFM0haX3aUQhIzYENtITUeZSc5E5kNlVM1VXFc74sKED5iy2JPTiwWrm8o1GlDbjRt4VIkrXVxydVKyzsXHLiC6w0mh1HYHFfUEVlzGYzKZSt+xTy/pEA3MNqD+uTM4s5uTi908wKU4GapRZyBwsepoqU1dmk7begFQd9108ZGfnhBh6TjY1Fy8esXSPnJaeOdXwLjB5xbZd29ivs9c70XjVIJNoxDLgYlZeUbyQRnJM+Ww89DMxFltLIb2Es4pCODID/plfUeufriU+h1EsExXMPaeIQkpGXj2EU3s6uFn26buBsyIPqyyxfuz4s+1P8+3G2Yf5XgmS53loBvtabBAyL3jBC57Uia9dm9indyL0hn8LbPkz2jdKdmilKAsze67kWomNGqpCz6wJ1E2i7yrqKpG6SLupqRGu9QohczXbYFXFsqF7YmLTKRfu2VDXGz78kXN0bc1zPuU3EfcWbc4ck1Yz+q7izLlDTo73uLDb8/5r1cDU3O57QpEUlCU8DySQ0kf0mQO+s7dnV4tQq1HjL2jDeqDci5ffgpuW273YeAmtQYbhtsPEBBF6Etek40Nac37TcHi0S7mbEhKbNnLtuOZIA0dkZ7RaUCqLawCOyKxJ7GljpW0V3svapldgHMszVJxo5pieLK331bYMBtxBJmBTSNYCfbZRVpsuomqs3bLh2SGwxMrEuxpYi4VI0x/6vRbrXaLQasdZZpgYRggKc4l0mtiRimMPJRG3RtPST8Q1sbDv77MmmmmA0LO7gKQNiWBjorJwdLLg7G7Lcrngape5sqmJYq9nMQQvBubbHqVs/d2SWNDQOVvUxP12Tb2zk8uGqvjYJN8GyVYA3EZgHCdVsjp7Z40kmXJNDZFD2bCUDgisZLN1HGeAu/NSmbZxZ4TEm88U3wm8WFXjw/wJ/mf4GvjxW3jNj4arOON0C+XrGzNIVPUNqvpKVX3lxYsXn9SJr13dPPaDJpwOVC242LpgJaKtVeHhP/yJBJzRmlaVTW9zK9arhvl8hYpyuGyomw2/dRJskrsK+1ImCQg1yrEqGs0Bp5n33HvPFe571lUuXzrHtSt7zA5OIJsvS4xKUqjrnuOVmS43VCzU9vSFGFQ6fwoeOAr9X6wfquJkC+s49mJi6UN6VpJICpfd5rkv3R2x+1QC1cmQa+ShXFoCRhL143Wsg80K/DDK4cmM1XKOiHDp8i4nq4aTFLecUoxs0eETL1Cu0XPoQ6FMl5mYA89lxq5GRJV7dZdObShwJLOvjZshhMHabTFwZbExtzly+XjO8WpO21Vs2sgqVWx8Qbd+mZU7e7L3AMN1wUKcaFV5rzJhBgdl+kSl2DQOjVYideZr7ZmSqrLwrNGyN88ao2V+sQrGTK4TO/MNi9jzwQd3mc0SB2evsc6JnUq5t7GycxmCHNje/IzYnqdY+XMsRfdiRd8Ogbs4PBWu9Si36cWPJeW4pf+rlLmR5jPrOkisv1v6xRvpOaEjEJhr5daCdrCs47WWySBls3pn0GxuPlP8U6r6rifw+L95k+d5orjMQ7PFswCqevV2nviFLzpzOw8/4UmgLBbhhlLqNmzs0rhAZGxSwdL35m2GKgopC8vVLn1KzGq4dDQnE9AIR8nIMRXKEmFFZlfhWVWiVctarh3ucvHZD7K3d8Rir+Pk6h7znSWpV3IvkCM5B5poC24hNRRz704zlcShhGV+pka82KP2uXnWB1vS00hthBw39SZZ6QpVuvI9EaLagolmArUvcsYQvSobt+jyiQ+eW6jYQn2NlnuoOFzNyArzdcNm3XCyCVxSK1WuMTlAYbCq2AbA+l81iZ6NKAdqnagjP/85ZnxUNxxQsZaeMvRo5pq7YodWZmSsUBaY8bisbQLFshNmAdbZjtsBx55xGbkmsvblvizNsrVULxR2XGpjEyLNsN2y80gUyzxPNNOI9WNnnieuUKITt+ryOyLEysZpiQibBO2mYrab2FtsOLd/wjvf8yyOOmFvr2UD3COJK2obB5tryODVCyUQWvCzvqC9Sp2YYF9J5oKEEWlGUwsLlp33kC0L3VaAjuewgG/Wcb1vcxIVFTYncSkJNNNQuy7RSqfd0MTYbgD4sbUY8o9es6eNm7qKG6UYt/rxNwtVfRs3lEixTPHNt/vc681EP71j4J+8Yccv7maj108V2N6a6tbvlZ+VD25CqSrYrG0ihJKoQ+bStTmhF85VynmMmJGwwcBgpb7L2nI5QZcjbYK9vRP29ltiEwmzxGJvTWwgNkq3adAcODmeu2m2eBEXkxagXqYqWU4YymLGhoyjh6uXPVUzUccRsimOgbD8Z0442e3KAms6ZphB+iEbdtV8X5f0tCG7yNuykLVYCfUyifcluLKquXo042QTuZqsx7ei41gSS+m5Jh0bSWww04EcIIcMEthVCzxrz1Y3/oKcdauAM1pzRmeAsTrLgOJFbkhqmj/BdJArjNBxbV2R+sBhGznC5BhFn1fKiCt61z0OS7XfLStTdtiIrgU257JkXkHMTdQK1GPmVvtrAJnaNxZluO9+zFSV/Y4ig35yf6/j8vGMvo9cXdU8//kf5p79NeujBW0fuJZtYog5xowByl6x6y0Li8dpyQZFykSQUZrUSd7iG/tnQPJAsCmEtMEcQMbjlXLnYvDpGSsWkUhyBeoJHV0oJg/jJ2/sVheKl0+SuZHVc0p4zKAoIn/yiR70Zn7nFuINN+gSX8PovHPb8K9/6b23+xQTniC297rb5VLgxk3w0HkrDFX1UlMnyokTVTa9iQKWJzOuHi+o6o5YB1Y58N7ktmuUkU/W9zsTIueajma+od/UHC53+fD7zxNDol83tKs52llxTVVIqaLrAydtQymRVh7sFB0mFwy9KyyjnGttZBPK0OLgg2yNKFLE2pFgBgZB6YNR5YvWr0xAb4hcdjGHiPmvXmJt0+a3epytKEs6NCjX6DghcylHLnU1V1PFMcoleg6lZyVWug0Ca7GybIeyInHNc54Tz4IaIkv/G2yaxn3MOK9zLuiMA61RjA06p2IH4YzWrsnLFMuyJbBWYUVkSeCaL/Jrtxnbk4biQmO1gWI3ZiXooTQoiTk2TcTIQmMwKVSRwlyFsTLRY+5BQpkjqKyzcNJCrKw8XVUJkZ7VquLecyf85tUdzu+t+Oi1XU66YGYR2vvrnek0+/Xa8SLjuLPinGNC/uBDjZPNLhQdvXOHiskoi1HK/NFHL2MK+AzPIqdJ9GobjNazQjMah12nF20GvvB48HIFgtD45q+5QzLFx1M+/UofB/VEwvhXAt93c5f05KCqXysiX+OB8X7gHTfoFm8LPve/exH/5e2/frtPM+GxoA/98mGZXg9TQy2PLZZepguzDPBKJ1TSsOgyVbClI3U171tFrqpyQM0x2TWE1vPZoyJp4r1dw8uWym9tAp/9vPdyfLjD6qQh55qqUdqThm5Vk3NkeVQjIsxqZd2P0zQiwq42NJJxl7dhUY4+/LYYY5dnXLR3azaYrVcyk3OfelARiGL2cYnETCtaEof0RIS2bAjcENwm0o/kjoSZV6/paSXRamZJIGMWYhusd9iirEOizzYeKSB0LvRe+0DbtfamGfQy5T7RXw8bbLyDaeuKpCCqTXFIwI5WQ/GzKX1PlBU28WTty35G2JBYkyybV0FkNMUOKsMiV4KLYtrE4gNbCCWlRImTgYyQFAaWbiCyoeccM07I7qBjAXQelcNlRR17RCqqCkJMaK64/8IhOVd0bcN8numWDU2oUUk2qcOJURkdhmiXfmfJ4IuuFRWSJFoVKnrLJsUmwVjJ2d4xxR1om8j1cCh+peVz0kkyNjbmc1rM3QXzTl3TeaUjQBgN6Qp3leHx4v++MzLFxxMUXwG8zf/9eK/6qWKbPvzJVb/hqT7nhz587ak+5YTHicf1ZlT/cOo4b7EmQFAOU+aAwFEHi1BzeRWY1XC1g6iRHTIrz3qsP9VR+yJBlXjuPJPbmosXl2zammax5ujKAQfnj9E+cHK8S5DE6mRO1zekBOtNoPJyV5l9J17amnlGWg85g11/YREqhUAClYxWapYVQkW1xWIU194Zo7TyEvNlae3cBFbY7Dtx8f4w4kctI15imeA17TBPGNem+cNmiJUznUEZhsy09zFCoAGWqR8yrh0PbhXqkzssrM0IrFRoJTPTONybGmEfG4llFncJG70VzW6MzAorEZ6QvVcb2PgVieTB/SVhrNMyZaKUJzdOyBnfMmPmVRN9YLEt+a1kdtXGK+3Q0NNjg6bgpIvsVObTU4Vsr3eC1apmtttxZVnRbmY8776rfGATWXUm+Si2A7336CrMh1URNloGRPtGSnweqIoJ5zXSilUZSnZcSryFIJNkWwn7UBT2rhFyevZozIvXNw6CsMKM11faE4Oxt4+l265JAxbMrawf3FJQBieg08bjCYqvwcgqVx/vWCgR+dEnc1F3I97/3sPTvoQJD4Ptj9ljB8fxk2t+kLDRnjU9V7Ge19W10Ao8uIG52IL4Pnr2MPPtzpeaExJzavo+ctgpZ84s2Z9vSDnSbWZcuPfDrJZzZjZagNVyh64LtJsZbSe0agtVmVqQiazV3ULFJr/j2cuMMixYr3smAdhoJkpkYzQabDJ8cZTxXb5kopoLTyWwInOOGR9kxZKeKMUk+qE5dwAjzYiCRDaa3TDari1KIIktgkkAtcC4ljQwfGt/fAh+bSp0qiyIg7k1ZHovGfeqLNzfxjw4bVpJ8IynyCZ64BIbygisNlgPceFl2UKu6rDnX3sgFh2n0q9tt2TSC2eVlp8V+kiDcEQxUbCAlBR6wbPSDee0piNzTQPnJCBZWXeJKkBVg/TCPAh1CBwen+HMzgltFqqgXMrKVXou07k1ngx9v+hl34boE1LC8AYQGY0pbIhwyXTt+kVG9m3vW6obYtf1nw4xGzt7v7m6VH0KB4FOEgmbxVlL4JiOFb33sHnElkXAtZ53S6ZYAqGInNkS7L9NVd/9KL9223t4dxo+/hPv461vvXTalzHhYTAy3h7CpRkWOBhnKZaxP6gORIKWzGVMvnCsRrg41MyxZy8uI3drLXyKg/LRnLi4qVivZzx4pMSYqJvMRz58L/fed4W2jXTrmuXJnNQ3rDfRdWvimZoY4URtZNOC6FZa2RmpcShdlfJXKTsmz8w2JCoKcSUMWVz0nKGI6OcEOlrW2xPSnRQTxCy7tmtshTUYPNB2XiAc76c9vnJ2bLHVs2ki45BZwRidqRAS1bqmG/ARV8oCs2XbJdKQ2NHg5FsheuZnWjc3P8cCQvT7sMZJJGrhdebPfvR0tXFUc2yqvKr1xhZSZkwI1+jYofLJI6M9WrslhshDZplJYs43C3+NDulZ0HDcARrYbUz0sl4LnUIImUorNmtYhRmEwIcu79H4pkXJoFBkGSZ4t2pByZZLX3sgtogFeZWMqJV3g2z3DtXfFWUCySgduXETKZTsU2mdTFOLyVDMw9QcmCzIOpFq27h8eO+UkrUMJdm7ckqGql4DfgJARF7kkzKUhwmQz8RBw01Tn/YlTLgBj8KrAcad6cg6LLtoSieEIJGN9GxUaAk86EG0Q4aFbk7F2vt1Cyo+IisWGliTuI/IscKLiNRZODmZ0x82zOo1+3sr0IrVck7X1rSbiGrN4UnNyuPP2jtFNl/Qe2pkJBgjtSXRUIYXjb2wQrovzFKbQlBgq5P6Ig5CJUJLC2rluSXm45mBPqh7Vl6P7HcrMdqbldFG0e/s9pQG0GFKvNuKX3dFO2pTDWceWhdYxldjjNQdrKO140e3OYj26vWeVVcIa1wvh5F5WjJdsLMEEWp1komM2ZFZ+wV6Vc/4hT0a19xlGhL7vvUwYo2xXLdZlUXKYJsOoadDRVlp4iyBzjc4RxrYJVFXynIthKg0NZwsA1fWgf15z9lZy/J4zjpFZsCSTBKog1UNwnBe28SJ2h21/mBgJtHNuI1tnNWkGKX/OdqUj6xSKB48+hB7t/I4wDeN7qrq2snO70nv5KueTJbMhrFfuX0c0dEwY6Q03Rlh8aZ0iq5RfBeAiHyaiLwCuAK8RVWfkXXEM+ea076ECY/wmTI92ciyQ7bkGlhwKR6S5nlpvbWqUBEEKjWNl/VzZPCAnLs51RojnBS/x43vpFcEzmnkP10OfFLcoLoAzZzZS3zoQxdYLRtisCCy2jQslzVX1xUdpnGzHlFFBuYaWYmxH5OOpPbRuLksK/b/5D+PIoOLTCkvlrmMCQuWvWeBrWQaKiCZo42MtP7txW2bJ2g6uEJUGYkYJZNdaOZYLHz2nhUU39YSwO15ZHZ0dJQpGc8MK+3WKNdIYzAc2JKDMMBJLtBJkbEkWkleMnbGrhS3UgvkooKq3ce5B9gdrPwaNBAwN585gTXKPvhsQDt/P9x/Z/diJXHLoDM5KB/IHc8mcqDKXIUzM2HTR0RhkzMzVdocSHVLL/Duj+yzCLCIyrKPzFDmVGxSporKXNxWTovhgAW8Mtw3q71osnWPy3tD/blHivSiuNgw/Cyojr3jAn8DbERJmvyu23uoEYbpKzVWHu8Yp9Bcf4zyHbv3ZZNReuKnjZseMlzgGsRfAxCRLxaRPwT8iKr+xJM99t2Ef/nP33XalzDhYdJB0/EVbZW7cijDTELVkbVZRuLU1ER8zpyaNKDdWtB7etZesux83117AfXQ2Y1zInM/YkyBRZU5Wu0gsmZ30fHBj57nYLFheTKnbRtCTGw2FUetzV9cMQ5CPiINfbeoUNLEzUBcKQNyPdDIWELNnsGWwJm9tDhyAMcyZvagvyQRvAxW+kE3lqC3NXE91osc7NGGew+7QK82qLfDCCjlOpQSEOOQcWnZsWimp8w+tJ5hInOBCjMOC0OvsGfU5kEpA1pALyO1rIzqGZK6TZ4UvV/JkayHuEf0jGucQFJJYOVZ5AozSi9C+OwbonL/jLxio546sYy2EmGdzbFnj8CVNjAPEFTZaMVRa1lsIxVX18q5JnOlFQ6ivUqRTFBYiDvrqFWmKg3+Gtj7DmABrKQQaOwVUxFaVddZjh+UwevU49FQQ5CH/TgNj2muK8O7wbjYm6UlO+FpbE0UFPPP7fHHwvY80NPHkw6KInIAfBkmw3gFT4FQ/k7Eiz/2Am9964OnfRkTHENv3wPiKF83uOubP9b9PlXcQLnYaRU2YuaKrNmhBoUjaXm27lCO0GNGz+DDb1VYSSKqcB8zTlSpUiD3gQcPdwlhxTsfbDhbL4gErjqb9VIbQW3moAVEsyyrMTJN7xSLY+3JrjnLqAf2yODE44t2cSmJvjgVokUhahSHluR79NYXUrw/tL1Qlr9FbJpGCYrBd/7RTbnL1IpCosjADpGdHMlB6aVle7m155BZOAWkwxZu9dehNCVMyxZZDgXC8Sjbi3ePuxBJZkUyfSSZyoOTDVPKBA+ylXo2jYyVAct7hwxQsOxrV2p6tWCZfR5gh9KLBeCxJydDkM4oQUyS0lJxmBMXqGk10JBQVZNMBGGdYZaFqmnROrOXGz7a2ezBuZqOL4lyRuvBOq/BGbhasSu92+hl1rQuN8munbW+qw6ZvPr33brNdT7lMzEKKB6KIv2I2AdMtOSpeO96zJIfAn+xLBsfUVPaF6ePmw6KTrr508DnYZKNNwA/6r3HZxzqqaV4R0GxeYgw9izs30VnZ2WliM+HU/E+ogy72YS6BTTD3xsxqcaC6PT86EJ9W2gjiYbA0s2zP0TLfdRUKlxuAzHAb350h+Mumogb4SqgG4ZFxRZ2C1Q1Rq5JZGaYK8lMAyrZZeHqhJPs3ps+INYzn8y4IShZXIc/Vmwg7kgTMU1fFih+/iploR/La6VnWM5TiTnLzCSinuHtgAuyLX+cI6xUmOeKdSjKuGIcUA3HCn7dlW9GZtj0+tKPW/hjV+Qh2JfNS8l2VUzYPhQMpUzts5Dgij1/Hwi9ljHGY9l5z1/T4gwUCRzSUWFsWsTu48YzxHKvC5tVGMvvJeM+lJaLzDgk22uqkV5tUyXZMqVLrRC0JnY25qPKFUGNPVphsgVTPfqzk/KKZHoVI/WIWbqdqNU21If8JrHM1LmnlHJ7Ai9z6vDvh0XZJGmRc9j9sw3W1vvOZTYPKb9uHej6XrPQYRs2VWPFniaeUFAUkVcBX4plhe/AAuFXPkEf1Kcl7rt3/7QvYcI2tLD0ygfPUFh2JTiWsTejxivg1qBD5jIjcCQde9S0mtnX6NlW9jKS+KJrOdcqZHcXCcwUlii1Bq70gSjKRgsZxHwyVxjDc+7BtpAPWt+R73l5KqJu8g2VWq8Qf8yGQqLYoq+ILcgt2z01Q1m4g4wG6IWcU5ZZ2SqbDuVTvb58WkqvIKw10VB7xmiM0tLtOkNNUOEKkLPdqUpsaQ/iM/ywMmynRgxaaGX6ST/H2Ksc7ca2s/UWpXW2Y09255yxbBy951b6f9ZLLqVnhuBnJBqTi1Qa6AV63wx1kkE9mEhmI+qldQuKxgINQ3Wi9YKqoFQSOJHEjlqZVrOFBivdm7RiXtlzz1k4bq1Pq1GRZIznqBUbMkE8k1V7Tfa8B/5h2VARqdTeExt3LBrrCqXcauFQ/FrTcI8fOjbqOoidr9xXKS+BllK6bQ/C1hnL++i6Sg0ythaHTdvpB0R4HEFRRD4V+EOM0+t/FHjFo/mZisgXP9N6ipceXJ72JUzYwjhjriyBIwoJpHwYi2C9ZFTBH6xAr1YGnVOZybPCeWbMKHMXLVNpgE5kKFdu3FvziMCeZloiLaCqHHlAWpI5cS/QLLDQyEyN8r+jkZpiF1fm5ok7wsCJd9w22GKeBWcblrJosRYzFqB9bSzWonUT36Ebe/C6cIHI2A/aZgW6//Z1i1wis6bnQMtoJXUfUGVXbEDvBhtyvKfKXCOH0tKTmIllt3Oi9ec0eO/WTAFmPnOiR1hgBJfs97tkZ8HPVe55J6WPaiXhzjcTo+NPER2I9wHVdZ8lW1b3fjUS0on/1lqzlYtlNCdQbGJIKQpbpltkBurbLSuBJrVpJSu190XJLK0vaufSFOiSMKfnwjyR+kybC5HIpEJBzXLOVZW+ObB+54G/f94nJ1Zu1TT0TrthM6jek1VKzzn5Zurx6OdLFph0vK/JqxXqV5RLd1Wu/73yZdm8ZQpVp6LWwIffd8h9zzt47Iu4jXg8ZnNvw+zSvlRVz6vqn36MgPgi4C/fqgu8W/B5n3//aV/CBEcJd6WVb0XOsc9Ye6GzUiPIlDmCwf9YaUx9B28fkQOtERX2XeK9YjTlBusjqQ8DLsq2LLYY9pg5+BV6lh5grknP1bBhKYmV7+ZXkthIcnlHR0ti33fylvHlYXGr1fb5JZsdymMUhqwxYDv/U9xKyrI1MjxLqbFIUYqgmq1F6/pdfkHJKMt9UzGCRXGF2RWlJhOxbHuPwL3U1MCuRoIKbU6e1VvPsBiNF9eWcX6fYVufVziTo4+MZYlFk9iL04vEtz8KDOU52yQkMrUGZmpBwt4bOgTaTswKLonzm8QyxCSZTpKXWO1ulHtV5gIW0+4iFymCjix2zUUyYue117BXoVcr9zYaUckcZaUYDSg2jHeuJtivMXN0C72F+KWW4fruJW1tdrZ7uZYdyrBBLAStR/xQ3fDvslkyalHZbujQo94+1/avjr3gPHxGz5yt+Ss/8LmnHhDh8ZVP34Zlh2e3xPswPtcb7+OLsSD6jMJ//a9XT/sSJjiGUh/AELSKNZYMC2RFGBbkkokJZowc/TFKplHz8uwxl5Xad/ULAodeQu0o/SpfnN2GzPw9M8GnwneYyXgbEuY0YqbbHTrQ4HtVWgL7VOx4yW/XQ+3Sn1npMW2ALKZc6zQNfbZWTEDdSjKbNrwfyXbpsTAGS38Iv2Ol//bQ8unWjR1+UDIeE78bGiCIUgeQpLTuGNOROEfFIeKmA4E2W8kwUGb5KdFN0Mv4KqXYrNnCu2ac5lCW+5bEWpIHHJvzWCQBmcJCtceLFElKkeEEcGlJ6R9XUghKI4mqGHFn8vDaDaFGQIc+Nv47LqjXwli177SSXe5RdH7ilQGrBvSqLDdWare+slnlzTyEBSJZTYCy3YveIXKMcJaaa9rSB/GNQGF8FvKYetncKgkBc+F5vE5rpUQ983dKTbAMWsfMfestYu8r9c2pCGfnM/70/+cV/Pmv/x2P74RPIR5PUHyzqj6hIcEicuEmr+euxWbZnvYlTHBsf64H6y3sQx+GZWEMDGUZCzg5xz/FQaHJlkkGhF2URiz4VWq77D0iK0ZXkNoXnNJJEs9SNvQusvfpFJ7JmZWbBaE9aiodp5CXnfgMO9f76ErYNlKDZlTsGB2uucMF9/SssSkJvWeQFuVGJupY7ivkmbHnuN3De5gkwR6jpRRtWUkVrBdWRhuhECQjIVB7T6zFSoUbAi/QBW/nmDqEoQ9pGU7y+yj+XMwDdU4hhlgHd42St3pQ2WUkhRVaNJyKSTOijqG+UtugNBoHuUvl4c0HcpE1D1lloRklGeUtFSbPKK+53WJF/R5XBDrpKV5Dgpmq96o3BI2S8drrsMZ8Tq9pYIaV6Fe+MYhbm7diMG6larPD6zHXGwnCLjUrTVuZHcNGYpu9W8ZKPa4s0VEx9nFBabT0ba0nHMTZxyXQCvyuV72Av//GL2Fn587WdD8em7eve6IHvZnfudtRzU6/QTzBoPrQ8oV4P6bYYpUAUMqpYKSG6PvcmIVeM7tUbCQxC4mjBPcSORSj8pfddik1xmHigp29k8TMDZmjKJ3mwWcySSmHWoCrPWs1woZldFfJCMnHQQkXqYiY3dih5y9JbJxUZCQPWRBWs2iT7Tl2NjapLIZFmqFbf8by1uh2Uxbw7cxx+5gl++rVstPGl8ekgY3V1jzg4K+BcB8V76flWczpsjII47DF/oQyBNjKhR1l4kV5noFE772w4Blc773F5AzIMZiVd4GRbZyQo5jJtkaKDKNoWRdEn/BhmtaiR7T7ZP/1Xhru0GFzAWMZPmMOP0nwsrr14BDxKSXqQT6TKEZn9pq0wKJMEtHIGdSddbat3YLff6salAx2LE+OPqhZGILpdm3gMXktj1A3T+CblFF6UzqfKta7/uTPuMC3vv4L+fhPuO8xTnJn4RGDooj8RVX9W7fqRLf6eHcaPuMzng/88mlfxjMbJcPzVWEIVsjwNdhiEQmELXKFqOWDlQqqEVU48B6YROXDKXNWIhs15ufzovChtO1mYvLvJT0qVjILGtzZxqzW5hLpsb6hEV8yIlaem6kMfb9KZVhWMyWTKSKGnj0qHvQlutNEJxZogwQn3xiBwky3r789hbkJxaJMh0xpJNbI1vI5qseUhwbGoEW6YAzNpKPlF/hrEKBKmaayzpMmuKaJA6I7AZkv51oSQYvkwWbyJbV+bQk64tezBg5pyRKYaZkeYSXuuQaOSUSx16T8vxhjq/b0AmdpSFIycTtuD65VNd1isW7LW88+UmZPln7aGBzUA28xUogIaxIV1vONOspjzLqubGKs5BxRLxHDbsj0CkGzMZgJXkq1IFp0hmXWZoXQU9PRsVbhqmyYuQVh769VeS2LRvWJZIfbGPum9hxrAi/6uH1+/Jf/CIudu1uf9miZ4muAWxnEbvXx7ii8591XT/sSJjhkKyCaGXKhj7vRN+YME5wmE9Vc+hugyTYBYEniJcz4oGw4h/D8KhBCz6WNcr6Cyzlet1j3GDU/Yc4jvSid9DQKO5hF3Ak9DcGlFniGF2g8QPaeLSyIzAnMsJKjkWds4Q4EVr6cZXxwrWcK6ozUMui1Y1wFy/SHweqOMcgVIXbZ85cwcv2jblg+/R5ngXYwiB5JTRtfxBd42TpmKlEIygURQlJOEGbZDKVPKKbXQq3CSqxcaprE5DMx7L5FhCM2br9nvcnGg88JnT0TcTmAyyeClIzMWLCNj5xSVU4InMeK0gtqip1f8Y1Vf74qPkNx2DD4e4mSWcNMx81ARaD1rCmRBzlN7/kmAp0fPKIco0OwqYFVsqx2gbAnIGrBE0rwHcugNcoJ6mO6TOh/RmuWdD5cWP08sZzdPyviJeItIcbjyR4VXv6Z9/J/fdOr+LTPeN5j/MLdhUcLiiIiP3KLznNja+Jph1e84jmnfQkTtlA++AEGK7dSoCquLtYPM9JMVGFfK3YZB9ZeCy33BGFX4Ch0XO2VGGt2tRqkDUaeUe/rWXZzTMtGrfQXiRzRsu/T8I7ELJI7rMRXwk9xDY3e0TomUVFTDYxMOEPgGtn7Sy4YF5uz2AM4+9Ncah6qNxtIFL4iWm9pnASSyANL90YE7w1th8biihOxUUEoHEtHozPWmOh9lSLzkKljZjHrEcms+kgd4EwHR9gmpELZqPEkVx4cZkQ6J29kX/AF4ZCeSqykvPQSahkgXK6rVkG9/FgyYAuoNgB3x6X1R2xYUHFIyy6N6wUt02sFHwOlpFAmgJgeVf2eZCm92ZF5XNxx7DGBID1ZhSzKip4dmiH/ti2Hy0JQdrFzVqo0VeZSbybbB2TWfo5ikl74m6W8PUe8SpBpNRNEOZJ+KOlnEXOuGQur/toGkGII98j4uE84w/e84ffx8lc891EedffjEYOiqn7+U3khdzve9msfPO1LmOCwHt2oSxsXemXsq9jSV6lljTOC+5XCZeACFQvN7FSJlJU+KM9fwBntuLyKvhDHoTxZnF+W0mJel2koQlYaWIplKRA4ZkPr12LW22WahboPpy3eFmSNYbiLssT6SmVM1JqOJGXauo1FKrMLTYfwMEvc1rcKU7UUD0cKkqEsDmUKwo1BdpuskT0TFho3Rq9JZFpsKkWjSl33VCGRQ2anC2QqTjaWofeI30/L5EQDSzp2qD1DSyzdsCBgPbcPydJnIcLMw4QFPh20nQF7bXufIlGpFZBXXtKcE2klc6/O6QVEg7OB8/VlYfAi5chYLTkjuBm6CEGKI5L4MwpDAV0Y3T17lBk6lJorv/YNsPCM/rC3THmBcFXhrL+ht0vghZBV+smjNbrRgSoNrKQbqiaj4+jYTihTM/IN75fnPGfBv33razl7dvHQ99HTGE/a+3SC4aUf+4wj3N75UBkJBYSt3XFhG44Le9LMjoeJl9AQqgQBDprEWjMvP5t591L44DJQ1z2xrWlE6VSGbLEVCy0rsfCXfAkNYk4zM4Sr3nNUjMnYqpHqy8QF1ET9Z5z0cUTigl/lNT/isgRUsanlg6RDtoy2Hy4glqcOgysJjBnf+ACTcBQvlMQj5w+iVn4u/bOS9RQz7eTElhiVlAJ11XJ2N9NdbTjsA7sB2lyxpqfFXH02vuXYo7asV5UgVvrufBxSRjlHwxFrNiJcZcOOl52TZ3hGJBpLlxtMtpGBmQRUEz2BXQ1co6MGWim60PEeKuPGxaoPZrRezBVQF9CrbUTCdbxmY6GuRZghIIFee/+7DAy2mZGltLoAVkAjnsFrx1xglZWDIQyXqoIOAfoyiWv0bpRQ0bmfaeWbguAlVzOyV6+aFFNvkAr+r7/xKv7nP/sZj/h6PxMwBcVbhPvvP3falzChQIwKbgt1KU7aD4b+EDoEg8rLXXhmdgI8D6VVmKXAwX7Lb60SXY5cqJSUhA9qP3QowXqCRqgoYmgoXMDOu4Un2AfumLxFtnT5hYKoui22LY4r8MG/9vUuNjEjASs3fy5lN5z0URxnxqbRo9+qsP07lI6iDNmHZa0PX1YrmVIp3xmJyPpZrSobv/9zhKywboU27xA3HbMamq5n1TYsUFrMjP2YzD42jiv5vw9JiI6OLCe+pPeY/2vJdPBNQe0ihWJuUIIcCIV61ANzauYEWjGyUU00qYwAqmQ1vWnpL4bhztg2K4kM90bd3aXSiMr4fhNM2nGGhqXYkTq/9opgBBxGfq8Cl1DOiXDNdaezuXKyCSwkg4/WKq4/9v7NtALnCCxV2CdwicRSOhqEE89wSw5ZBhLvHUT+0us+hy//n17+6G+SZximoHiLEOPTumV6V8IYgGUk1GgcXTo5gpE6ogo7BBfmR2oxduFzLpxQIbz/2ox4kNnra3Ya5d1XIs+VyINqgWuDieUV5USSk11GMkRZ7DJG7YeSRVqpLyP0YiF6o5kdsY+lquu+PLissZl6V2k94ynPaUSZYLE9SX0bQ8z0fxhVf8waS2ltu8+ZS5m1cG78QIXNWPld7UXZU9NLnqiZGmwwl5auC+zsJ9adsrdIfOSwJqdIEyBnpQjQzxFYYln7ktKDMweiJabL3KPhGmuuiHURhQBipu5ru5s0mD9tp0pNpJfeNaA1G3oWarSXLDJkuhuBSDJ9IRncIm5NmU+iXm/w4qT3WQNmxN1vBc7iDWqyksBS3JwbSCKs1V7TKEU2IUN2XSFkZ6nOY2JBpolC35st35rM3PPR4O+uisyJKockEj0VNt7psBj4iVBVkb/2TZ/Ll/+pTyXGx2Nm9szEFBRvEX7l377/tC9hwnVMASUKw6T62vOHpNuifaO2LwjsUNGhLFB2JDKvEruxo2mUehmpu5rL64r9vY77msCVTfC+lTqr0WbrRe/NlJJWVViTYjMESlY3cjqtLLfxxdiVXu7iEnyXbx/UCDxIR0f2kiwEKXbO12MIiNuB7Prb84gosxnL8N/B+/SGfV8e/h7tzVaSqVXMD1QzM7CQEoXjZaBuei4dzxECuzNzbTEvU+Uayr1+DzaedReHzH2nwJz4sVWc9OL6wYh5zy4IRI1u1IAL2pUZNqAZzRTGcC2CqBGVSnF9cMiRUePYSSYN2sLsWlYhetvWHIiyO/AEsqqzXcfya6Vj/7aXhGogSWbl1YFKogdtfJhxZkcsW72aYI9MUwX6bEL54jsayRxiG5RjybxUF/wmJ+7sk/mC/+GlfPMPfwF1Xd71Ex4LU1C8RXjeC6YpGXcUBDpVomcCRb5QnFPKSJ+GyAblmI77bIgU86g892DNhw53uW9/zQvPrUEyLzm74T0fOUBEqVTZIXCFTC/KWhLHHsq258IlUTp6itC/THxAMA0aY1/PGKRO7Wckcqjr8MwNJlMVkwAxJaNXDj18PA5sBUTZ/oeOw5a3RdmQebjQW1iXrSi7ahnMHpk10IhwjZ5KGxZkDjtYxADp/9/euwbJdl33fb+1zzn9mNed+8CDD4DkpSxStCmRIEhRtkhRJEBQSmS9ANIsWbYTWaCsRCWrZBO0nYqSlBwENF2KKy6ZgBwrdNGWSUK2Uo5jJ4Bip5KUP4igXfmQfEgRkS1LJEPiYu69M9PT3efslQ9r7e6+gwHua95Yv6q5d7rP6T57d58566y11/ovM3pNUrZ2KkSyl6nAPT73JRI7nhHZJkE10c8AiQkdYzXP2rJhxXs8lt6BFtDtYXq24qHxpLZtW0xoLWupsLPPsWS2lv6C9nl3XHUVoQkdPTFja95z9hsBm09LZoUaURjLvEyjNC+uEBdxt6D0WDp6an65hTPnfS8ztm58RoR/S0tvWtGXmpUkvJhhE2WApZAlUQaqvFBNGQwrvvevvJVf+fPfRX9wsmsFj5IwivvE+XNL198pODTm7YaKx2aoG6MK6Kn3SNTM3TTUwHkRhtWUaSt8++s3qMgs9VrGOfH//N55LpwZ8X9/Y9nWBd2/aKW1VS5xWTExY1fpPNGipbN2RLu8LRVL8iltaUt3i9b75E3Vuq4vikFbZ43SqGqXy7ewlrhniv3iE7J7eykQmPdEV4qc9Evfr+StDjx0uELNhEybLBMWKq5oy3kapqSSGsvaoGM8FZb7mavTNJNxm6gwTMokw1Kt7GR4TSO0Xebr2YrV+1SMmM5uMmpMwzSjTNRqPGtM6L3n2Z6W2ZtcSFuZijKQGjAR7EqL7F0muYhCyQZugbEfT4BKKpIbzaTz3puq8z6VpV9hMYhQMouTJVnNNG4zLcJAKqZqrxh4YtI6FZdyx9095cpEGFUTmlwzTokq203Eighv/9g9/PCvvoflswOC/SGM4j6xHiflMcS9MLHWQOKGqniLO14Uft7DVcsktMoM6sy9r7mMygSpEqOpIFpx52rLlas1iK0hvUDpClExYWe2djMrcXBPRrGMv5GPadGbK2t3luGYPWzo61MegtsBJmre10Q6F7qee56VlwBMyJTkmLwYNt0VQt3NPImE2TpVef7aEuOXxlzLzUft67DJPbOJhzWTCFe1Zt09TxVlpxO6nKkTSE4uyZZZoUOrxHY2n+9sA5IyS5I4n+Frnc2zZFGW4/fcEI3cfytpK4udJSzrsrL1PSZu4MuNjScWefZoESAXZN6gFxNJsFrEapa5XHt26xkadujoUdPT0mFjLuxgJRdzeQSTrjNt1RGZmobSseQMNUupI1dj/m1uudCDLVU6Kt71I3fzp5/8PlYuxPXmoLgloygi71DVf73PYznhRMz+uFFqyyAtXCgtucUSG+zSKJhyTIP1susNJ1SVQlI0Q1VB11b0e2NylbhQw/NTu9hOxDsyiF1QS6l4ESKfdXen87KAa7tPzNN+itqJNTQqHeKzmIxXLYkRmW1pKan7rcy7nbf+jpX7J0MqthfEoGf4gWS3l6hl4yxH13+fF8DrHsa1pnTIMBMzwAx5S8dAKnak45JaX8QJQtUmJlPrAlJNoRb7hCyBpGKlhdWUWU4dSw1cniSqpmOYKlY6S8KxrFJLNKk0ea1iYplET1y91ltEJQ9vmhxDZuR9TOaJReU8sZmO3ftufd+GxFUpNzK2ytoxbxnWoiQPgw78028XPmr7jEyXtCV79MBC94h5/pWWULlwBmsHNUEZDPu86bU9/pPf/hHufO367tM7OCBu1VP8EvCH9nMgJ506fO7jgV/0d1cklGBgWRuTWZsb865q145ZrhJNrtja6rN+doRqpl/BZJJoJ30qKjbHOnsd2nmbpuwC0XPl0PmQrKYMKbmSFl4saRipJGzY0JlIKfMHVBba+RTlmhI6FKYKlSRPJiprYrhhffnw6e7PZ1HD8qUG28a81/slNxC1e2GlRGHkZShT6ahF6KmwQg2aWPKSmYFAqyaFtiQVl7Sjq5Xz/SkbOw1VN+VN57b5gxeXASthGCBcLmNREM30qcg+47Fmll3ivZS6WDjbqElmhBZuYBQLYYNSaSnWtzuH8ULmqTXWNZNY5OMqrHXX2O8YGjdyM2luKTcttgJb1n1LsXz2sGlJ7Fn5tiG/9D8/yIU3Hn1fwVcrt3opPy8ifwF4HmstdWUfx3QikevKzQeHxoJhFKz+L5NQvyMfel5jg/c7JNPQcoYeE8kMl8f0+xN6vY6v/3/rnDszYjIWlgYt/aQMewI7tk4EwoipZRTODj1PVJHZgIRGE1PpZtuyzrMTofghLlrthrWRiqTF0Fnnd7sYi/d9TJ5RWQSxofb1xOs1M5sFRdWyNGtdKFqRuTLMovG4Bl3oRSneyspMBj0SIzE9HhFlWS2S0pLoaWKMlcP0yPTpWBtkljuQxkSw1yqb44vbDWuDlp1xjU7txqFx43hFPUFGhSQ1Izr/HDoG1HRaPl3zdk1n1tYkS8FJCUH3sDDsFGVHTYJvbKX5Fg72IpqpCFOdh4lbX4fse7/M0hB6VvqCt7MqYudY+QS+dnjna2r+6ucf4v7vu+c631ZwWNyqUfyQqv4rABH5kIisAy+q6v+ybyM7YfR64SoeN0pGZ5Hnsjt+C4sNSWzJlIGaUFbtK41ZQduKrquZTPq89jUvcPnKMillUmUX3M0M224otmad+8BWqdLMGArzDM5Zg1ev4ysGpXGPrwIr+tbS3654nR0itt5VRL0ti2aeaFJRMabzC7LSo/L1vYWM0QWLNu8ewuxCDqWPYxE4EM/CzOYh8dJEm8rn2JDIinuZpaieWcLQldQy0Amo9VpsEe4AMslEwTXx+9vCoN8hm4l7LrR0rZn4Yb+l7SrGXUU/ZVay1StWWplGKKYNq6osew1iTaKV7CLiQmn8WDrTN/55Fd3QWoRW8dfi5S4tCdgWU9eZy6NbiDWJWjkHZjR7VGwyMVk7hFbnXVAmHn7Nknn3O+7i4Z96Ox//xHfd1rkdHBy3dCUvBtF//20AETkjIj8GnAO++GrzHqMY9ngyzwTMXgheW8aib5mQLZSmFthcq6aITDm7/iJSJZpGWRmOkaRcfvEMOZsX8y2StxmqPBRnF9zhQvDUjKCNwRRXzKwktcLqsh5Y5NRs7ctk4hr3NrvSzUHsNaKlljHN8hwnZM7SZ0THAGtyOxG7KPfdmFrPP2ZZqY0WzRqruyt6qlCa1hYBdXGVHX1J5mwxk6bPma5JcpkLGChjUXZSy+UMK9qwjnlVYyzrtBVh0HQMUmbcJL45TpztZTR3bE0S/QYqtfW44oX2tBTMd/SoqNUM3VSUFawetRYz0glxTVPrElEKN0pC1FwCaC4sbv5lYsU9vbHf/JTvy7qaWP1jpcI2E1TUdG6Z0qNGBe6+d5nHfvEd/MTPvnOfz+zgoNhP9+YR4GeAi8CbReSrwPOvZu8xOFqKlzav31Pvb1iRaU3pRpL3uMuzlIzV1R1L7lgaAS2j7WXqpmMyNQ/yhVFtCihuWktHipo0yyy09cDS2NXet9HEstSe4G/GsrewhpcxwQFrMmvrn43HMs0DK/33ElmziYeLVeIVxZlWrLTAxKjNU7aQnedtepJNMQXFIJZBVJRCkyI0zuxzeQliRemL63WtG4vWFX6m/sbb0lIJNNT8vo55LX2W/HjbqqxPKtoa7l6Z8m9GwlCsk+TZlTGboz6jaUWdlF5n/Q5XqNlS05HdpmMiHSv0Ke2ilqRiwqLiT1lMtTZTExLJy15av8lIPnNTtIEdxvS0YtOTm8qtTis66yif/aanUQvFV33lT/65t/Pzn34fVR03yieRW80+/TFV/Yci8g7MED4KPAM8rqq/ubDfGRH5ceA5Vf3dfRhvENwwpRAdSoso8bIHXMEmz1RTWt9nuadUVaaqhJwTXbvE0so2vZ4wHu8gsmrhO4GhWnH1bB3Oj7voKZbwpIVTzUwnN57WCUO9DEIoxfDmcS30cRfz/ho1tRZBWKay7hFqq40mTJBKegcJF35WpXYvs3SXSG5kpSSg+MBrH3td1sHK72oh1EWqhYSdRWUbe58Eah6ihXCtPGEi1uexUWtx1PfvQoFBT9nuYGsirFWwNoA/uJpoRj22tmp6ItS1stWpZ/GK1yra69fpo6qs0WNMnoltVyQqMZNXeczAAqfzCVkXkI6smUoyHTU7TEne+HhJG7K0tJQildLwKzFsKj7+c2/nFx7/3ogWnRJu1VN82j3Bc8DjwFlVvbx7J3/uNz2s+ru3PMoguAXKWtmsTEKE1rMGt33NrYd1DOhj8t693oThsKM/3KJKwliFrlvia19bYjLukduKgcCLZLaBZUnsIGz6BbqEEBudd0MvlX61+3AJoXXDM2+/VEKoix6uJ7iohf/6uaKn1hq5dSUY8VZKAyo6Onrecb1HhaqyTo8tndKnZuzh3alYAcCsEbOPqfh8ihk2Jc9bMOlcmKBQvKqqhIYXMmonWM1g6w2eJ9pxRTJDanqS2C5i137sy1NBkjJuK5aXOr5+peLsoKOSzGDQoR1sTez2wnwyk37b0Alrnju8JRMqrViiYkymopqtI5cbhextoK6tvLRPYYmaSoVN6VimxzZTKqypc2kjNUzw4A9e5Fd//YdYW4tawdPIrRrFDeATNxIaFZE/i7WoC4JDpfRSNG9G2XG5tISwRMOUjqlkkgio1SrWTaaqR6A1VTOmTyJ3E65eXWY8rplMTduy9vUs0USnylArRtIizAvLSyiyhCmVjkptDbLP3ICWcZYxL67N2XgTmk2AugYGwESFWhvL8EyV10FWTOmsia2W8KewRI9GK3qS2cLkxax5b/GmSgl7orR/wp+3dU8LxU5nIdZ5w2ZL5JHZ2h3+nBnPeeByJJllFTa9VGMo1tGho2IdYVOV9WzG9evbFXcvje176mc2txKDfiZn82U7Sjau3QycoW+F72o3GlsirGqaecRJZOGGRWYJSTbC+Vrqmvb5hmyZPq6IZaOmzA889CY+87mHOHs2VKteDdyqUXz8JtYKPwx89haPEwQ3j1/liocmvvbVSVk5Evck0kJDWGNtZQQ0NP3LdCrkrGxtNvTqjp3xgEkrTCRRexnDVU/SmHqO4kyNhrmQt6CzxBmllFwUU+LyX7hk2ULwNIkJmi9poqdzFRVQVrBKSVUrzdiSkvtq4dFK3ER5Uk+L0teKTCZRMaad9X8sPfaKUbMV1vknqO4eykJ/weyvKT6t+NpiWcdMrg5jIWTPtpU0a8a7453hTTPVjOyWCttt4vzSlKvjmqqGKzuK1NYhYpRLwcu8eXCFZY0OXGKuI7Hq0YDOM0Q7L1QsiUmz7NFZ+NXmvikTlgY1F94w4Fd/64e59y3RI/XVyK1mn/61m9j3o7dyjCC4XXThf1v5A+tUUVG5t1EMWgKGvZbJNDFc2rLkllbp2prl5ZY/eHHAeFKz0TZsWSCRTddW6UnNtowX+hLakXpUljyjwkSKSIAwdYNRShhKS6FZgfjC4FV11v9ulZoG844GwBVMOHyq4h3klSV6jGkZ09ECZ7yQXT1cXFExmq2qFdHs0qMeX3Obl21Y9mzpUyiz5BWw7hA9D60WoWvFkoVKjWQxuj3shiSLZYaaiDeerJRm/Q6XyUzGiZWhd9kQIXcZpGKYQDtLNkrUdGQ2vHTi92WTZe2xQs0V/7ZXNM1KUrJ6zaXf/bQLSTgX37bOf/u//SirEQ4NCO3T4NRTQoGLz1jIstQSNgorJM70N1leaql6LVXTkjWRxxUbV4Zc3WwYT4Wpr7W94OtzEynht3khePKAaOcZp5Z5ao+n0rknVkpF5qMqySyleL4Yp06VNTeESyQuub8H5i1ta6KRTKcViHluQ7XAcUnoWaJBNbPmhnVEnoVX02JXBzUPFf9sOikLhf45KjCrp8RVbMSNnxez+zpeuSkp9ZglHamTDskNjZZ1zfl3NCUxUmW8U5E7e0+RRO6SZXsueNs7dEzI1u5LGy5Qc1k6UNOkxSXTrNl0+czhrrsH/NLnP8j9H7h3X86w4HQRRjE41ZgCylzdppqVQLgcmwrL2jBE6XKPybhmPOrT9KaIJC5vDNkZ9UiVsDVJjN2YLGGtkWxdzdbcMkKWTOvuiIVDrTGw6YFa5qQdP9H5+lrppACltdSil6buURV90MzrxN5lqha+HVKhauUb2UW5y09DolUznpNZiDS7n1UUaXxtzb1Ci3YKIkpPTaQuY6Lq6gY0zT9BxI0OWKh2y1r0khAGah1CqplhBLQk9sy7NYrPbwKMsnIXMBzYZ15rZthTGNknNAVWEAbUrFPxu+wgomxqx6paMcomU6Z0VCTOXxjw8//d+/juHwzVmOD6hFEMTi0epaSIrlnWZwkcAjrvBNFD6NXK+rlNptOGrc1lmnrM8to2O+MhX3uxxzbCBNiiyEObwg2YN9dKtk4LdnRqrWYeihnENAvbjV0ztfT7KxmhPix7T19vbKhYp2GHzJkKhtKRVcidhSUHCCMV9/AStUBSdeOT6IPNUS3dZFkqLvvoF+v4ypoiQBJL1DFDZeowrXQz/y8jDDHDOCXTd+9bEWq1Pon2aC4FV6tJvA2Zrz82MzOd2cF6VLZ0fAulGcMZEc6kisnUMoczwpSOb5BZ9tecp2aqmQmmQHPm7iGf+uz388E//m37di4Frx7CKAanlrLEl90fKUbGEkO8eF3FkzVg2Jty9fIy91z8A2rJjCc9xqOGr19aQWjYUvPUzGuzJJkWM7yVZ7BaIseUoQcki1fa8/XDVoVOstcCircL6pCF8RpWv6jezLiPsi4VmzkzILPSwCpC1Vk5SIM14y2F5bYGaO/WkFAXEmio2WCHSoUk1SykWUi+pijKrHi/R2LHGyUXI1dhpSw9Ogae/Tn3+8xYTyiNnE0wHMxTr7VeWO+11/QQf419vlu5405puJwtOWfJqz5aD9v2EGoq7kjK1Z7yS//9Q3znh8MTDG6fMIrBqeXaRBv19aWO5OtxPRJDf7SclKaXWVra4dI3ztAbjNnZ6bO9tUydlJ1J4irCpYXQYIaZh2cJju5zqR1viIJaSk9bihhcfm1KZscNxly0ejdC3/JJqUhMVDkjiaaGuoMqZXY6CyFmTNi89AQs5RIJoU9NS6ZPYkpHTxsuyzbATPBMsDpO1VJPad6weYqdN8mdS7cpZmxr6lkoFOblJZVWWFeQuZpQyfYdUPma51zYwHpPqB/bun5c0sw6SpcrLojVCCoV5+8Z8PG//If50CfeEkL8wb4TRjE41czVZIq6jMyKyqtc0Wr21H5lZ2xGYXl1xNb2CpOJVepd3W54oUuenAI7YqLTtr6YXdIMzLDlWe1fEUzrac2Ami1apnT0XY2mjGVxba34luXfTNHT7ICaAYneFCS1NMBqpVzthExHozAVqDWRZD6OpMoyNZUbpB0ZsULD1YXOf9n/LcUk1jewAw/39kneRpmZl51hlixTylqKiS3zr1AqD80mEnjW6YiOVWr6eEau73MV5QrWXeOyZEQbvu1cj/f92Tfzkf/8u2gGzQGeLUEQRjE4xVgI0BJtxEOVRcKs8ezMxgXCt7KwtjJl2jaMRgOmk4qdnYbppGKy02OCda5o3SB2Lj6tMpdwS14GMXQDNFXlnJquyoqa4soZ+rzg8tKth0itXi7NxmhjLzV55qlVJFZIrKHccWZCrVMGTcW3LsP5qoYu8fVSXajqgthiRhSrq0weBh1Sz7zUYuhKApKidB5sLiICPa9rLKueZp4thNkxr/KsmZdiZKy/YymWr9Tml4FNWu5kXv7Q9+9oAvRQJpVy8d1n+dv/8uEDOS+C4JUIoxicWhbX50rT3lKTWCTWrAyg44zAzqRh/cxlmjozmVj2ZZd7bHVW77ZDZkey+TFiWaeltrDyNcK+55d2nj5SAbXCFcac0T6X2LHsTYG+K9BAqQX0PnyuNNMh3hXDzOYSymtWWprUgUDTTOj3E92OS7+h1Go5tmOmViyhJm5txfk6K48YYF0lOimNl81LrG0AnklrNZZTOsZlHVbmXqws/Davd+xcIUfcwFrCkfg+PRJDrRnTcs6DrynB6+5f5Wf+h+9n7Y7lgz8xguAVCKMYnE60dKgAEJPmXMhERWCQa9a0b21+UjIB6HGPrstU1ZRhX3lho+LSpGaDjm1p2ZZSZm7vPfEO7sXoJp2Xwt+RB6ybQimb7hWe0x4jMpOsUHUm0C1zA24G2zyqGuv2YMbF1tS+uV1x9+qU1eGEdtqQari7p3x9p6PWxMQaTbHia33WaqmM1tbtxpgnavqm4kky1hip84L3jg5Ru2GYzvzXufh3RxFEsE94ijXPrSgNsMpnbWuJNSZonoA2KW/9zrP88j/7Ac7eFUYwOF6EUQxOLeWCrNg6FuCd5DOrWlsXCelotKHtYHM7MRj26fe2GO8M+fo3Vxi1FSNf55om9cQanflJZW3NjmdhwFaV5ZwYkKhRljFJtu0SbFShLxXb2rp0mnlVqCmIZvdA+1qzQ8tZ+pyhYlhnzi6PqZPS1BYmHXQdX9vp81qEKVPGnkzTYZm1DdbhvqYUylsfwm06ptohkmfdJuzmwQxoSzblGYQeNS0tIh7eFfw9S8fFuXFUX3e1ps5FQEBZW6n5u//yYS6+9cKhfPdBcKuEUQxOF7r4a+lWb/V2A9KsrKB1cfCB64EqNZPOgoyTSZ/tbbugf+vKgIyylTquyoQdmYcHO++8jle8Ww2ehTKHWjEkMcTWBF9PwzepvL+g0qdllYaO7L0TFREha6bGvMXi27WiLKnQl0zX1lw4exVE6fXG7LQVUnWMupo+FQNVJgIjWnqe22oJL1ZikbGmxaVeE0ro1ObblVxRLR0w4CoT2lLV70xEWSplLcyTmUog+PWvW+VX/tEP8vZ3vmbfv+IgOEjCKAanjsXKu9I1vk9yQ2CZlFZOYG2B7vRUnGlbs7nVI40aNCvb4z6TSvlm1zGWKWOxFkLWwjdTS5qVZlQeNq2paNXEPTvtWKU/CyUu+zrehhueVu09snaolD6KYAlAFS2w7J7uCGVnmji7toXKlLXVlksvrDJuM2t9Zbyd+YYLmVVqai8qOvs8Sp/Esa/5Dam4rJOFTNPs3m/53yTitpgyubbP0qzvUrnB6FDe96HX8qnPfoDXvXH9AL/ZIDh4wigGp47F9TnzAS042FDTqLLkprKmYplqltRydSLkjSVW+y3jtmY0ge1O2GDChkxpMe3S2hNgdGZSxBNJEjvasaY9lrThjBcj1JIZJuh3wgvULKFcBip3M+etac2AW+LKPEi7Qk0Glvomtl2LMNpu6DrhzLDj340SrYsQWDBUaST5LOf6qhPPeL2iU2ovhldMCaclzxJsStOpsv5Yxicuf6MCd9+1xM//3Lv52V/8ngP9LoPgsAmjGJxKFkviKxLzVUCriVulYk1rKyj3hJOsFaMJaE50WXihE36fCRPJtGRGLotm2Zz42p94CyV7lx6NiwLYmtuEzFASw9QyUiVl654haiovNUpb1t7UtFErH1WezcE8uavjigtr0O9bl8Om32Nnu+HC0g5XxgNELex6VaYIsObiawsrhp55KmzqFPHGwVkzCGSBhGmcTiRTa0ITdALn1xr+g5+5j//0v/j+w/8yg+AQCaMYnFqKKTADY+LUgjCg8d6EMiseByFrYgx0LWwrXKZjRGZTJpaBKWYQK0yZRrUYX1uRq6lMgcZVYRLKGRHarEwbgbbopVqdpOh0VudYOjhMKb0MMzXJ2k8pLFPTT8q0rciqDAYdq0wQhX/34gpNgmmnDHw9cywW8l3L1WyMlgiU3YMWb6SbvBWW0aF0Am983SqP/OTb+It/5f30eos9RoLgdBNGMTiV2GXcMi8VpUfy3E9TeumpCVcnz5EsTEi02nnGaceWtLRiCjilpEERJi4X12B1iBUCavJkA2p6mIETSTQoVadcWTBMDSAy72ZhY8PLJJiVMSTPHFVgmoXcVozHPUTMu9wa9+inzDZm/Jao+D0ZMaWjpsemF/7X2DhGnjwzQNnRFlRppCI1mR/9E9/BZz77A9R1IgherYRRDE4dJdGmYl5oXjzGPhV9TQyoqD35pJRETLHi/su+9rZFRiXTinqpwlxNNYMV92tZUYRaoNaKIY03AhYqMku9TKvQtIklMT3US3QmRu7anQnvUI/M0l0S1UyDdJbhWXUM+q5cI5mzqyM2t5e5khOJzO+xjZKZSmabjgpYofJQrq1V1lR0deYXfvmP8if/4jtJpYFiEARhFPeTlZWKzc3u+jsGB8q8O6ExV+c0ubGeJgZazfr7LYYOWzdIV2i5mlq2k4lhW3cIPH91fpxiwioaK+BXa8yrCitAI8IkQ9LMcj9zdSyMKOLYFY1mxtK5kLZ46TvUagbMEmZsDTNpR1MrTW9MlTIpKZc2VljqwXBkxx5Qc5Upl2WCIJzxFc8W+PbvXuMv/5MHWTu/dLBfQBCcYE6UURSRh4GLwNPAJeBR4GlVfX5hn08CzwPnAFT1qcMa32gUBvE4sOj3NB6g7KvVD5rKS6J0ygBrV9T3ZJsWy9LcEaWTUohuOqpIMaGecar4Y0vkyWqVkX3v+3cFEM3c0WupGyVl5fKkx7YmVlEuuQFW1AvlDWvia+9Zuy5PhTKoTEMmSSZroqknrC6PmY4bN9qJMYpKYig1H/zBN/Bf/Z2PsH5+eNAfeRCcGk6UUcQM3RP+swH89C6D+ATwO6r6dHksIg+XxwfN0nLi6pV8/R2DA6WozKjOPcYS4rSmvTIzPEX0ukiWld9nReyUbha29+JtT/aDZV9jrKlmPRXBegr2EVpJ9HJmPBVWE2iX2KKl0YqKKZUKtST3Oc3jq3w8rVrvxQ6hqyqGg6tUtVBVYwaDKcPBFMQSe976Pef4lS+8nzvvWT2cDzoITiEnzSgCnAXOLRrDBR5V1ccWHj8DPIZ5lgfOaBQG8bhgSSu2Cth4lmhC6Wnl+qTznMwxSs8VXnawvoStWObpBCWLK9dgnTDmpRLFAGd6NOYtiglnZ19PHFSw3ptydZzoN8qkU8hCpRVJ2pn3WtYrkxvmMR211vQ1zWTklnqZuhKyKqtrO6TVM3zoN36K5deHdFoQ7Bcnziiq6gbmJV6DiNy3x+6XgAcOeEgzlpdqLl9ur79jcOBYmQMMPKkGzBBZDwmh0hL4FGpghJnIFsjSWWmCJ6pUZZ3QDWcpb2+YF95PyfSp6GlFR6KHqYJudYqMegx7U+pqyvKw45vTAZu0VAui5daOqYilmYGs/HGNrSumO5b5yDM/zPrF84f4SQbBq4sTZxRF5FHM2J0D1lX1077pnD+/yIa/Zt2N6cGOrahOB0eOrfy5nBqZhnliTdnOLLFGaDyFxowhsz6B2Q0geF2iiK8omlJOKY0fak1WM6x99/sqlAZluT9l0JuyM63p2sRErRYxI6jmWa1i5+UiSQRRZXW14a//5kd4zwfvPdwPLwhexZw0o/gscKkYOBF5UkQe9WSa9T32L0byHHt7l49iyTrce+/tX3gmk0i0OXLc0ZoZHZTsRfsTWpqZ/8WsPjABY6BG2aajxUowzHMsxe5zQ1tK3adYv0Rr1tvSd0G57K9Za5SdLGxcrdGqZm04RmsL6g6o2KSjrzVZpghCv1/xud/6Mb73Q2889I8tCALjyI2iiKy/0vZFD2+PdcRnsKSbpzCjd27X9vJ4twdZ3u8pfy3333//bbt53/7tF/jX/+pbt/s2wT5RlDxr9xCT65yWzhadqjc/Mg9v4j5gJ50n3HSuJGqWNgFZoScm35ZxyTaUgdbekFe980XmSiuc7bcMK9hsYdDPbI/Ei+mVhPKRh9/Mf/aFDx/hpxQEwSJHahS9xOLd19kHVX3MjeeLwNkFQ7mBlWiAGb71XS9fh2sN60Fy9mykvh8XzIwVY2ienjBvCGz7lDZKpjm6Q2aLCZu0s27zFjLF02YylZdedEDjhnMHpUfFUATJJTSqtCpsTyt6qWXYdFzt+nz8f3yI1333XdTNkd+PBkGwB0f6l+mlEjeTGfrYLgN3EfiKv9dXRGRj1/7nsJDroXBmfXBYhwpeCbFyjOyZpH2s0W9NtRD8xHsNwg4dO0BZaexEGZOZaseKNFylpXSRx/dLWEF8HxMHyGTQGkQZa6Ym0zUNf+Sh8/z45z/I8Ez/UD+CIAhujRNzu6qqGyIvkaN6BHh84fFTu+oSHwSePIzxAQyXmsM6VHADVFhd4pSWltpDll5o75WHAixRs0PHGFOXsbpES3rZKX6lNxQufQ+LecxexziWzHJS/vB77uSvP/vvMRjGuRAEJ5ETYxSdp1yxZgN4M/DkYmG+h1k/uaB889XDKtwH+J73vo7f+Pz/dViHC14Ot1hFOm0JM1AtSuWNd1tVhr7PiM7aKaFoUkbaoiKoq9oskUzlBqXvjZ0qMufvGvDeP/Z6nvhvHuL8HSGdFgSngRNlFD10+unr7POK2w+S/iC6CxwLBJJaqf1lJjTe33BABerGkcQ2mR6JERNaKlRMFDyLpd40KnQKXVIGNCgT3vGuO/kHv/1RlpZ6Rz3LIAgOgBNlFI87q2uRaHMs8JKMCZkeMKZlSM2IjjVqJnSehSpcYcyUjha4zBTcGxS1WsW3vX2dv/GFH+IPvSUK5oPg1UAYxX1kPRJtjh0K9Km5yoQ1HbBDR5+aTZkyVOtLkajYlCk5Ze586wqfevz7+OAPXbzuewdBcPoIo7iPfMfb7jjqIQS7sML8jsZrAzsyUy/QQODCPQP+wufez30fuOeohxoEwTEgjOI+ohoyb8cGsXZPLbAtLUvakEi85Y+c5Wf/6/fy3d//xqMeYRAEx5AwivvIhQsrRz2EYAEVWF+q+YXH/hg/96n3skdJTxAEwTWEUQxOFSnBo3/unXz6Mw8d9VCCIDiBhFEMTjzvfNcdPPvP/wxNUx31UIIgOOGEUQxOFgI/8afexl/7zEOsrIR0WhAE+0sYxeDY8+733sU//Z9+kl4vTtcgCA6WuMoEx4533ncH//if/gRra1H3GQTB4RJGMThy7n7NgL/3D36cd78nagWDIDhawigGh876esP/+n/8h7zp4tmjHkoQBME1hFEMDpSmgfMXBjz7L/4M9967ftTDCYIgeEXCKAb7zmAAn/kbH+Ynf/KdUTAfBMGJIoxicNusn038xJ/6Tv7Lxx8KIxgEwYkmjGJw01Q1/PLjH+Q/+o/fc9RDCYIg2FfCKAbXZe1M4uLFc/yL//2nSCk8wSAITi9hFIOXUNfwx3/0Lfz6534kwqFBELyqCKMYAHD/u8/zG1/6E9x11+pRDyUIguDICKP4KuXOO/s888//NG+6eO6ohxIEQXBsCKO4z6ysJDY381EP4yW84x138I//2cc5c2bpqIcSBEFwbAmjuM/0+9WxMIpnz/b4rX/ycd75ztcc9VCCIAhODGEU9xklHclx77lnmb/11L/P+z/wpiM5fhAEwWkgjOI+k5IeynHW1yu++Jsf5b1/9A2HcrwgCIJXA2EU95mVlYZvfXOy7+977nzN+95/L5/7/CNRKxgEQXBAhFHcZz780Jt56rP/576819/8Ww/ysY9/F/1+fE1BEASHQVxt95k771i+pdctrwgffujb+LW/88PRYT4IguCIiKvvPvMd33HXDe/753/xfj75qfezstI7wBEFQRAEN0oYxX3m7tevvOy273nfa/j7v/Ew58/fmjcZBEEQHCxhFPeZxfDpBz74On797/5YGMEgCIITQhjFfeYNbzzLldGnjnoYQRAEwS1wNJXmQRAEQXAMCaMYBEEQBE4YxSAIgiBwwigGQRAEgRNGMQiCIAicMIpBEARB4IRRDIIgCAInjGIQBEEQOGEUgyAIgsAR1cNpinvcEZFvAv/mqMdxA1wAvnXUg9hnTuOc4HTOK+Z0cjiN87qROb1BVe+41QOEUTxhiMiXVfX+ox7HfnIa5wSnc14xp5PDaZzXYcwpwqdBEARB4IRRDIIgCAInjOLJ46mjHsABcBrnBKdzXjGnk8NpnNeBzynWFIMgCILAiX6KQRBcFxF5UlU/seu5TwLPA+cAVPWpm9keBNdDRB4G3q2qj+2x7UDOvzCKxxQReRJ4QlWff4V9TuRFSUTWgUeZj+3LqvqVhe0nal7+h3sReBq4hM3t6cXv7qTNaREReQKb3+7nfkdVny6PReThxcevtP2oWDj3NoA3A+y+4J7E78rHBPBu7HP/9B7bT8ycROQB4D7gQR/X7u0Hd/6pavwcwx/gq4Du8fOob38CeHhh/5t6fITzWgeeW3j8KPClW53HcZiXz6F8Py/uHs9JnNPCWC76eJ7Z9fyLux4/sLjP9bYf4Xye2PX4ufI3dVK/K+DJPeb0yZM8p11jeXKP51/x/Lqd8+/IJx0/L3syPIndKV1c+HliYfuBnRSHMK9Hdz23fpLn5UZxHbj4MttP3Jx2zW33eO/bY8z3AXoj2494Pl/dZQS/xLU3ZSfqu/LzbrehfxT46kmd066xvMQoHvT5F9mnx5cnVPUrqvq8WhjuAeBxABG5b4/9L/k+191+xDwKPLv4hKpuwMmel6pu6B6h7pM8Jw9hfXGPTeewMS6y4a9Zv4HtR8mDem1o8CLwO3Biv6tzwCdF5OKu5y/CiZ3T9TjQ8y/WFI8peu161H3A88V4cJsnxcL7HCoLf7gXfU7nMC+xrH+cyHn58R/FxnZq5oTNY0NEXvL8HvuWOZy7ge0b+zC2W2KPvytO8nelqs+LyLt23ZA9yPzG88TN6QZY3+O5fTv/wiieDD6h12b+re+xz0m4KM3uZnW+AP5JEXlCLdlhfY/XnIR5PQtcWvB4nxSRR90jWd9j/yOZ0/XukhcvgNdJStjAEzIWKI8v3cD2I8U/h48CjwA/vbBpfY/dj/35p9cmqa1jXt67/Kn1PV5y7M+/67DBAZ5/YRQPkVs5KTyE9dVdT29wjC5KNzGvcuwvL2x+FksMeIxjNK+b+a72CJs+g62FPMUxmVNJbb/OPqjqY+7Rb7zCrpd46cV0HexzEZFX3H6DQ75hbvbvyh8/BTwlIs95ucmx+a7gtgzIl4APLZyTGxyDOd3M+XcDb3eg518YxUPiNk6KTwBf2PXcsbko3eS8nt9jDBu+zzrHZF43aUDWsYzTswtj2GDuFR+LObnXd6PlEPcB5zwkDBaOu+iPn1XVr4jI7rGdw0N219u+n9zs39UeIcEn/ecpjsl3davXCi9DeGzRc+SYzOkmz7/rvdeBnn9hFA+J2zgpHsYTbBbe69hclG5mXv5HuCEiFxfuZNfLNuBYzOsWvqvHdl1ALgJf8fc6FnO6GXaHTX1N8eKuBJWndoVYH8SMy41u38+x3tB35VGXZ0Tk7F4X/OPyXd3KtcIN6TPFIIrIfZ6odyzmdAAc2PkX2afHmIUQysYem5/yP4TCnifFK2w/Kh7n2sy2j2Gh08KJmtfL3E0/wrU3MidqTou4d/gI5il+spyT7qVcFJGHvfD7q4vG9Hrbj4gvA5/e9Z09yLUG6MR9V27szwFfFpF1D39/bGGXkzin+/y8eRj4qJ97s0zZgzz/Qvv0GOMXoOeAd73MemNRobgIbOjLq1Tsuf2okLn6BnBN9t/i9hMzL3mpSsrv7OFtnag5nVb8wvoAN6Zoc+y/q4Xw/W6eVtVHFvY7MXM6asIoBkEQBIET4dMgCIIgcMIoBkEQBIETRjEIgiAInDCKQRAEQeCEUQyCIAgCJ4xiEBwzROQZ//nk9fc+Hsje3RZeaf8nyjwPakxBcCtESUYQHDNE5EuLNWYnARF5RlUf9N/XMQWcr7zyq07mXIPTTXiKQXDMca/qORHR63lkIvKA7/fcgnbpQY9vnbmG7UVMlPq5wzh2EOw3oX0aBMccFx5/GJPu+hiuq/oyrPv/P30jnto+8VFcFsw1bR8UkQhBBSeS8BSD4OTwJCYntyeLHtsh84iqHncB6SC4IcIoBsEJoRgeF4DeiwcO2zgdoSEOggMhjGIQnCy+iHWtOC7MQqdBcBoIoxgE+4QnxHzVE10eXnj+SX/uGU9EuR32DKH6++65huhteJ4TkRe9tdDD/vPErpZBi/s/ISKP+s8rJfe8bOj0Ro4VBMeNSLQJgn3CE2IexzIvNxY2PQc8uB+hTW8K+/yuBqoA971cvzh/zSPAV7EQa9nvaTfU50qrIA/NPlbKK/y5h0VkY6ExdHl+nVcOne4+lgJyE9MNgkMnPMUg2Ee87+UjwJcWGr5e2ue1vieBT9zkuJ73/3cbzseAJxcaWj/JtU2fAX4N2Mtb/CjwhVc47PO7H99skX8QHDZhFINgn/FSiMexer0HXs6Duw2eBh4ohswNzS2VXyyUbdzvBnyvovsPvcwcHrnO3HYbxSA49oRRDIIDQFU/jXUxXz+A934eM4If9acu7g5t3iSl4/qe65171TveSNape81BcKIIoxgEB4CvzX0C+EsHFDJcDKFu3OZ7XcQM480Y1uuFToPgRBJGMQj2GQ9Drvs64iNYGHW/+SJwn2d0fvlW38QN9oaqPuve5sZedZB7ZM1eL3QaBCeSMIpBsI94WPGxYjDcMD4rIrdby3dx0TB5aPJZ4GM3E6bcoyziCeCnFx4/4s8tvua+XY/XuQHvdCF5Z5FzNzDMIDgywigGwT7hhu//BXZ7WueAR7384aZr9UTkCeAvYRmti69/koUQpouBF6/0115GEPwrvt/D/r5PLHp8bsQfK3WF5Xi71ixfNnQqIhd3jeE+z8J9EgvTPvYKijxBcORE66ggOGYcVDslEVFVve06wf0cX7SOCo4b4SkGQXDDvExINAhODWEUgyC4GSLrNDjVhFEMglOOr+t9yX//0m3qrz4YWafBaSa0T4Pg+LEuIs8Az7gIwG3hxff7tW53aT/exJN87iPaTgXHjEi0CYIgCAInwqdBEARB4IRRDIIgCAInjGIQBEEQOGEUgyAIgsAJoxgEQRAEThjFIAiCIHD+f675fOr8EtvAAAAAAElFTkSuQmCC\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "randoms_slice = randoms[np.abs(randoms['CARTESIAN_Z']) < 5.]\n", - "\n", - "for idx in np.arange(1, 4, 1):\n", - " plt.scatter(randoms_slice['CARTESIAN_X'],\\\n", - " randoms_slice['CARTESIAN_Y'],\\\n", - " c=randoms_slice['DDP{}_DELTA8'.format(idx)],\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " vmin=-1.,\\\n", - " vmax=10.,\\\n", - " cmap='plasma')\n", - "\n", - " pl.xlabel('x [Mpc/h]')\n", - " pl.ylabel('y [Mpc/h]')\n", - " \n", - " plt.title('DDP{}'.format(idx))\n", - " plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "b3961485", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:12:02.011289Z", - "iopub.status.busy": "2022-03-01T13:12:02.000019Z", - "iopub.status.idle": "2022-03-01T13:12:03.345090Z", - "shell.execute_reply": "2022-03-01T13:12:03.346020Z" - }, - "papermill": { - "duration": 1.392972, - "end_time": "2022-03-01T13:12:03.346345", - "exception": false, - "start_time": "2022-03-01T13:12:01.953373", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'G12 GAMA Field')" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", - "\n", - "# TO DO: take from header\n", - "for i in np.arange(0, 9, 1):\n", - " ddp = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}.fits'.format(field, i))\n", - " vmax = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_vmax.fits'.format(field, i), 'VMAX')\n", - " lf = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'LUMFN')\n", - " ref = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'REFERENCE')\n", - " \n", - " lf = lf[lf['N'] > 0]\n", - "\n", - " lims = np.array(list(ddp.meta['D8{}LIMS'.format(i)][1:-1].split(','))).astype(np.float32)\n", - "\n", - " label = r'${:+.2f} \\leq \\delta_8 < {:+.2f}$'.format(lims[0], lims[1])\n", - "\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=label, alpha=0.5, c=colors[i])\n", - " pl.plot(lf['MEDIAN_M'], np.log10(lf['PHI_IVMAX']), label='', marker='.', lw=0.0, c=colors[i], markersize=4)\n", - "\n", - "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$')\n", - "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", - "\n", - "pl.xlim(-16., -23.0)\n", - "pl.ylim(-5, -0.5)\n", - "\n", - "pl.legend(frameon=False, loc=3, ncol=2, fontsize=10)\n", - "pl.title('{} GAMA Field'.format(field))" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "53b830e4", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:12:03.457810Z", - "iopub.status.busy": "2022-03-01T13:12:03.457135Z", - "iopub.status.idle": "2022-03-01T13:12:04.934442Z", - "shell.execute_reply": "2022-03-01T13:12:04.935291Z" - }, - "papermill": { - "duration": 1.533969, - "end_time": "2022-03-01T13:12:04.935575", - "exception": false, - "start_time": "2022-03-01T13:12:03.401606", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'All GAMA Fields')" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", - "\n", - "for field in ['G9', 'G12', 'G15']:\n", - " for i in np.arange(0, 4, 1):\n", - " ddp = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}.fits'.format(field, i))\n", - " vmax = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_vmax.fits'.format(field, i), 'VMAX')\n", - " lf = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'LUMFN')\n", - " ref = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'REFERENCE')\n", - "\n", - " lf = lf[lf['N'] > 0]\n", - "\n", - " if field == 'G15':\n", - " if i != 3:\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=r'${} \\leq \\delta_8 < {}$'.format(d8_limits[i][0], d8_limits[i][1]), alpha=0.5, c=colors[i])\n", - " else:\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=r'${} \\leq \\delta_8$'.format(d8_limits[i][0]), alpha=0.5, c=colors[i])\n", - "\n", - " else:\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), alpha=0.5, c=colors[i])\n", - "\n", - " pl.plot(lf['MEDIAN_M'], np.log10(lf['PHI_IVMAX']), label='', c=colors[i])\n", - "\n", - "pl.xlabel(r'$M_r^e - 5 \\log_{10}(h)$')\n", - "pl.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", - "\n", - "pl.xlim(-15., -23.0)\n", - "pl.ylim(-6, 0)\n", - "\n", - "#pl.legend(frameon=False, loc=1, ncol=2)\n", - "pl.legend()\n", - "pl.title('All GAMA Fields')" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "869b765e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:12:05.097903Z", - "iopub.status.busy": "2022-03-01T13:12:05.092537Z", - "iopub.status.idle": "2022-03-01T13:12:05.229526Z", - "shell.execute_reply": "2022-03-01T13:12:05.230449Z" - }, - "papermill": { - "duration": 0.240695, - "end_time": "2022-03-01T13:12:05.230747", - "exception": false, - "start_time": "2022-03-01T13:12:04.990052", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([176., 235., 167., 198., 231., 164., 175., 210., 228., 226., 229.,\n", - " 174., 206., 196., 254., 257., 232., 161., 168., 188.]),\n", - " array([0. , 0.05, 0.1 , 0.15, 0.2 , 0.25, 0.3 , 0.35, 0.4 , 0.45, 0.5 ,\n", - " 0.55, 0.6 , 0.65, 0.7 , 0.75, 0.8 , 0.85, 0.9 , 0.95, 1. ]),\n", - " [])" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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('DDP2_ZMAX', '0.1937000006437302'),\n", - " ('DDP2_VZ', '3156659.558717707'),\n", - " ('DDP2ZLIMS_NGAL', '73942'),\n", - " ('DDP2_NGAL', '33396'),\n", - " ('DDP2_DENS', '0.01057953807776663'),\n", - " ('DDP3_ZMIN', '0.03903000056743622'),\n", - " ('DDP3_ZMAX', '0.1015800014138222'),\n", - " ('DDP3_VZ', '457819.2340050841'),\n", - " ('DDP3ZLIMS_NGAL', '18121'),\n", - " ('DDP3_NGAL', '8842'),\n", - " ('DDP3_DENS', '0.01931329953669401'),\n", - " ('TMR_DDP1', '[-21.8, -20.1]'),\n", - " ('TMR_DDP2', '[-20.6, -19.3]'),\n", - " ('TMR_DDP3', '[-19.6, -17.8]'),\n", - " ('RPATH_0',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G9_0.fits'),\n", - " ('RPATH_1',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G12_0.fits'),\n", - " ('RPATH_2',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G15_0.fits'),\n", - " ('VOL8', '2144.660584850632'),\n", - " ('D80LIMS', '[-1.0, -0.75]'),\n", - " ('D81LIMS', '[-0.75, -0.55]'),\n", - " ('D82LIMS', '[-0.55, -0.4]'),\n", - " ('D83LIMS', '[-0.4, 0.0]'),\n", - " ('D84LIMS', '[0.0, 0.7]'),\n", - " ('D85LIMS', '[0.7, 1.6]'),\n", - " ('D86LIMS', '[1.6, 2.9]'),\n", - " ('D87LIMS', '[2.9, 4.0]'),\n", - " ('D88LIMS', '[4.0, 10000.0]'),\n", - " ('DDP1_D0_NGAL', '3741'),\n", - " ('DDP1_D1_NGAL', '3956'),\n", - " ('DDP1_D2_NGAL', '4013'),\n", - " ('FORCE_ZMIN', '0.03909000009298325'),\n", - " ('FORCE_ZMAX', '0.2629599869251251'),\n", - " ('VOLUME', '2530750.347044507'),\n", - " ('MS',\n", - " '[-25.5, -25.3, -25.1, -24.900000000000002, -24.700000000000003, -24.500000000000004, -24.300000000000004, -24.100000000000005, -23.900000000000006, -23.700000000000006, -23.500000000000007, -23.300000000000008, -23.10000000000001, -22.90000000000001, -22.70000000000001, -22.50000000000001, -22.30000000000001, -22.100000000000012, -21.900000000000013, -21.700000000000014, -21.500000000000014, -21.300000000000015, -21.100000000000016, -20.900000000000016, -20.700000000000017, -20.500000000000018, -20.30000000000002, -20.10000000000002, -19.90000000000002, -19.70000000000002, -19.50000000000002, -19.300000000000022, -19.100000000000023, -18.900000000000023, -18.700000000000024, -18.500000000000025, -18.300000000000026, -18.100000000000026, -17.900000000000027, -17.700000000000028, -17.50000000000003, -17.30000000000003, -17.10000000000003, -16.90000000000003, -16.70000000000003, -16.500000000000032, -16.300000000000033, -16.100000000000033, -15.900000000000034, -15.700000000000035]'),\n", - " ('ABSMAG_DEF', 'MCOLOR_0P0'),\n", - " ('COMMENTS',\n", - " \"['Science targets and information for tiling and spectroscopic', 'observation.']\"),\n", - " ('CHECKSUM', 'n52hp20en20en20e'),\n", - " ('DATASUM', '2160089238'),\n", - " ('comments',\n", - " ['Science targets and information for tiling and spectroscopic',\n", - " 'observation.'])])" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "lf.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "76503514", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:12:05.432059Z", - "iopub.status.busy": "2022-03-01T13:12:05.431614Z", - "iopub.status.idle": "2022-03-01T13:12:05.435474Z", - "shell.execute_reply": "2022-03-01T13:12:05.435831Z" - }, - "papermill": { - "duration": 0.042767, - "end_time": "2022-03-01T13:12:05.435944", - "exception": false, - "start_time": "2022-03-01T13:12:05.393177", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "\"\\ncolnames = ['M_R','LOGPHI']\\nTMR_d0 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d0', format='csv', names=colnames)\\nTMR_d1 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d1', format='csv', names=colnames)\\nTMR_d2 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d2', format='csv', names=colnames)\\nTMR_d3 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d3', format='csv', names=colnames)\\n\\nplt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x')\\nplt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x')\\nplt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x')\\nplt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x')\\n\"" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# fix to add column names\n", - "\n", - "'''\n", - "colnames = ['M_R','LOGPHI']\n", - "TMR_d0 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d0', format='csv', names=colnames)\n", - "TMR_d1 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d1', format='csv', names=colnames)\n", - "TMR_d2 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d2', format='csv', names=colnames)\n", - "TMR_d3 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d3', format='csv', names=colnames)\n", - "\n", - "plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x')\n", - "plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x')\n", - "plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x')\n", - "plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x')\n", - "'''" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1094c391", - "metadata": { - "papermill": { - "duration": 0.049491, - "end_time": "2022-03-01T13:12:05.513473", - "exception": false, - "start_time": "2022-03-01T13:12:05.463982", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "657ee6c7", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:12:05.634173Z", - "iopub.status.busy": "2022-03-01T13:12:05.633460Z", - "iopub.status.idle": "2022-03-01T13:12:05.638291Z", - "shell.execute_reply": "2022-03-01T13:12:05.637754Z" - }, - "papermill": { - "duration": 0.063482, - "end_time": "2022-03-01T13:12:05.638440", - "exception": false, - "start_time": "2022-03-01T13:12:05.574958", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "\"\\nfor idx in range(4):\\n LF_G9 = Table.read(root + '{}_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n LF_G12 = Table.read(root + '{}_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n LF_G15 = Table.read(root + '{}_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n\\n LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n \\n x =np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']), np.array(LF_G12['PHI_IVMAX']), np.array(LF_G15['PHI_IVMAX'])]\\n x_ref=np.c_[LF_G9_ref['MS'], np.array(LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\\n\\n LF_mean = np.mean(x[:,1:], axis=1)\\n LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\\n\\n LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\\n LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\\n \\n pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\\n pl.plot(LF_G9_ref['MS'], np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\\n #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx), color=colour[idx])\\n \\n#plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x', color='blue')\\n#plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x', color='orange')\\n#plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x', color='green')\\n#plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x', color='black')\\n\\nplt.xlabel(r'$M_r^e - 5 \\\\log_{10}(h)$', fontsize=14)\\nplt.ylabel(r'$\\\\log_{10} \\\\left[ \\x0crac{\\\\phi_\\\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\\nplt.title(r'{} DDP LFs (All Fields)'.format(survey))\\n\\npl.ylim(-5.5, -.5)\\npl.xlim(-22.5, -15.5)\\npl.gca().invert_xaxis()\\npl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\\n\\n#pl.legend(frameon=True, loc=2)\\npl.legend()\\npl.show()\\n\"" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "\n", - "Ms = np.arange(-25.5, -15.5 , 0.1)\n", - "bin_centres = (Ms[1:]+Ms[:-1])/2\n", - "colour = ['blue', 'red', 'green', 'black']\n", - "'''\n", - "for idx in range(4):\n", - " LF_G9 = Table.read(root + '{}_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", - " LF_G12 = Table.read(root + '{}_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", - " LF_G15 = Table.read(root + '{}_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", - "\n", - " LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " \n", - " x =np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']), np.array(LF_G12['PHI_IVMAX']), np.array(LF_G15['PHI_IVMAX'])]\n", - " x_ref=np.c_[LF_G9_ref['MS'], np.array(LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " LF_mean = np.mean(x[:,1:], axis=1)\n", - " LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\n", - "\n", - " LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\n", - " LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\n", - " \n", - " pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\n", - " #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx), color=colour[idx])\n", - " \n", - "#plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x', color='blue')\n", - "#plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x', color='orange')\n", - "#plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x', color='green')\n", - "#plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x', color='black')\n", - "\n", - "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$', fontsize=14)\n", - "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", - "plt.title(r'{} DDP LFs (All Fields)'.format(survey))\n", - "\n", - "pl.ylim(-5.5, -.5)\n", - "pl.xlim(-22.5, -15.5)\n", - "pl.gca().invert_xaxis()\n", - "pl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\n", - "\n", - "#pl.legend(frameon=True, loc=2)\n", - "pl.legend()\n", - "pl.show()\n", - "'''" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "a0e5035d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:12:05.746449Z", - "iopub.status.busy": "2022-03-01T13:12:05.745453Z", - "iopub.status.idle": "2022-03-01T13:12:06.330326Z", - "shell.execute_reply": "2022-03-01T13:12:06.331252Z" - }, - "papermill": { - "duration": 0.648911, - "end_time": "2022-03-01T13:12:06.331533", - "exception": false, - "start_time": "2022-03-01T13:12:05.682622", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", - "/tmp/ipykernel_160293/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_160293/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", - "/tmp/ipykernel_160293/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", - "/tmp/ipykernel_160293/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for idx in range(4):\n", - " LF_G9 = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - " LF_G12 = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - " LF_G15 = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - "\n", - " LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " \n", - " LF_G9_curve = interp1d(LF_G9['MEDIAN_M'], LF_G9['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", - " LF_G12_curve = interp1d(LF_G12['MEDIAN_M'], LF_G12['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", - " LF_G15_curve = interp1d(LF_G15['MEDIAN_M'], LF_G15['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", - "\n", - " \n", - " x=np.c_[LF_G9_ref['MS'], np.array(LF_G9_curve(LF_G9_ref['MS'])/LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_curve(LF_G12_ref['MS'])/LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_curve(LF_G15_ref['MS'])/LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " #x_ref=np.c_[bin_centres, np.array(LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", - " #x=np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']/LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['PHI_IVMAX']/LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['PHI_IVMAX']/LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " LF_mean = np.mean(x[:,1:], axis=1)\n", - " LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\n", - "\n", - " #LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\n", - " #LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\n", - " \n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - " #pl.plot(bin_centres, np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\n", - " #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx))\n", - " \n", - " #pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), gama_lf['PHI_N_ERROR'] / gama_lf['PHI_N'] / np.log(10.), label='NOWEIGHT', alpha=0.4)\n", - " #pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), gama_lf['PHI_IVMAX_ERROR'] / gama_lf['PHI_IVMAX'] / np.log(10.), label='IVMAX')\n", - " \n", - "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$', fontsize=14)\n", - "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{\\phi_{ref}(M)} \\right]$', fontsize=14)\n", - "plt.title(r'{} DDP LF Ratios (All Fields)'.format(survey))\n", - "\n", - "#pl.ylim(-4.25, -.75)\n", - "pl.xlim(-22.5, -15.5)\n", - "pl.ylim(-0.68, 0.68)\n", - "pl.gca().invert_xaxis()\n", - "\n", - "pl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\n", - "pl.gca().yaxis.set_major_locator(plt.MultipleLocator(0.2))\n", - "\n", - "pl.legend(frameon=True, loc=2)\n", - "pl.show()" - ] - }, - { - "cell_type": "markdown", - "id": "305c054c", - "metadata": { - "papermill": { - "duration": 0.066637, - "end_time": "2022-03-01T13:12:06.462666", - "exception": false, - "start_time": "2022-03-01T13:12:06.396029", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Done." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4e203822", - "metadata": { - "papermill": { - "duration": 0.065302, - "end_time": "2022-03-01T13:12:06.593768", - "exception": false, - "start_time": "2022-03-01T13:12:06.528466", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Lumfn", - "language": "python", - "name": "lumfn" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.9" - }, - "papermill": { - "default_parameters": {}, - "duration": 43.819642, - "end_time": "2022-03-01T13:12:07.367386", - "environment_variables": {}, - "exception": null, - "input_path": "docs/nb/d8LF_qa.ipynb", - "output_path": "test/pm_delta8_qa_G15.ipynb", - "parameters": { - "field": "G15", - "survey": "gama" - }, - "start_time": "2022-03-01T13:11:23.547744", - "version": "2.3.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/tests/pm_delta8_qa_G9.ipynb b/tests/pm_delta8_qa_G9.ipynb deleted file mode 100644 index 6c09bfb7..00000000 --- a/tests/pm_delta8_qa_G9.ipynb +++ /dev/null @@ -1,1169 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "19bd43f6", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:01.668630Z", - "iopub.status.busy": "2022-03-01T13:10:01.667909Z", - "iopub.status.idle": "2022-03-01T13:10:01.672397Z", - "shell.execute_reply": "2022-03-01T13:10:01.671595Z" - }, - "papermill": { - "duration": 0.046035, - "end_time": "2022-03-01T13:10:01.672567", - "exception": false, - "start_time": "2022-03-01T13:10:01.626532", - "status": "completed" - }, - "tags": [ - "injected-parameters" - ] - }, - "outputs": [], - "source": [ - "# Parameters\n", - "field = \"G9\"\n", - "survey = \"gama\"\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "72888a06", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:01.718952Z", - "iopub.status.busy": "2022-03-01T13:10:01.718365Z", - "iopub.status.idle": "2022-03-01T13:10:03.107317Z", - "shell.execute_reply": "2022-03-01T13:10:03.106530Z" - }, - "papermill": { - "duration": 1.413279, - "end_time": "2022-03-01T13:10:03.107485", - "exception": false, - "start_time": "2022-03-01T13:10:01.694206", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "import fitsio\n", - "import numpy as np\n", - "import pylab as pl\n", - "import matplotlib.pyplot as plt\n", - "import astropy.io.fits as fits\n", - "from astropy.table import Table\n", - "from scipy.interpolate import interp1d" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "05b04269", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:03.155176Z", - "iopub.status.busy": "2022-03-01T13:10:03.154603Z", - "iopub.status.idle": "2022-03-01T13:10:03.157796Z", - "shell.execute_reply": "2022-03-01T13:10:03.157307Z" - }, - "papermill": { - "duration": 0.029466, - "end_time": "2022-03-01T13:10:03.157920", - "exception": false, - "start_time": "2022-03-01T13:10:03.128454", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "sys.path.append('{}/DESI'.format(os.environ['HOME']))" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "4a8628c6", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:03.199555Z", - "iopub.status.busy": "2022-03-01T13:10:03.198524Z", - "iopub.status.idle": "2022-03-01T13:10:03.266237Z", - "shell.execute_reply": "2022-03-01T13:10:03.265375Z" - }, - "papermill": { - "duration": 0.090835, - "end_time": "2022-03-01T13:10:03.266464", - "exception": false, - "start_time": "2022-03-01T13:10:03.175629", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import pubplot\n", - "\n", - "from schechter import schechter, named_schechter\n", - "from gama_limits import gama_field\n", - "from delta8_limits import d8_limits, delta8_tier\n", - "from findfile import findfile" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "6635c158", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:03.328027Z", - "iopub.status.busy": "2022-03-01T13:10:03.327276Z", - "iopub.status.idle": "2022-03-01T13:10:03.330407Z", - "shell.execute_reply": "2022-03-01T13:10:03.331008Z" - }, - "papermill": { - "duration": 0.034842, - "end_time": "2022-03-01T13:10:03.331189", - "exception": false, - "start_time": "2022-03-01T13:10:03.296347", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "version = 'latest'\n", - "survey = 'gama'\n", - "dryrun = False" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "2d04ca99", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:03.380289Z", - "iopub.status.busy": "2022-03-01T13:10:03.379695Z", - "iopub.status.idle": "2022-03-01T13:10:03.389901Z", - "shell.execute_reply": "2022-03-01T13:10:03.389333Z" - }, - "papermill": { - "duration": 0.035891, - "end_time": "2022-03-01T13:10:03.390019", - "exception": false, - "start_time": "2022-03-01T13:10:03.354128", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "'/cosma/home/durham/dc-moor2/data/v4/gama_gold_ddp_n8.fits'" - ] - }, - "execution_count": 6, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# TODO: clean up root below in LF cells\n", - "root = '{}/data/GAMA4/'.format(os.environ['HOME'])\n", - "#fpath = root + 'gama_gold_ddp_n8.fits'\n", - "fpath = findfile(ftype='ddp_n8', version=version, dryrun=dryrun, survey=survey)\n", - "fpath" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "9658b14a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:03.429665Z", - "iopub.status.busy": "2022-03-01T13:10:03.429165Z", - "iopub.status.idle": "2022-03-01T13:10:03.433114Z", - "shell.execute_reply": "2022-03-01T13:10:03.432074Z" - }, - "papermill": { - "duration": 0.024633, - "end_time": "2022-03-01T13:10:03.433344", - "exception": false, - "start_time": "2022-03-01T13:10:03.408711", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#! ls /global/cscratch1/sd/mjwilson/norberg/GAMA4/" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "2178d555", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:03.499961Z", - "iopub.status.busy": "2022-03-01T13:10:03.499049Z", - "iopub.status.idle": "2022-03-01T13:10:03.512224Z", - "shell.execute_reply": "2022-03-01T13:10:03.512774Z" - }, - "papermill": { - "duration": 0.046776, - "end_time": "2022-03-01T13:10:03.512951", - "exception": false, - "start_time": "2022-03-01T13:10:03.466175", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#ddps = fits.open(root + '/global/cscratch1/sd/mjwilson/norberg/GAMA4/gama_gold_ddp_n8.fits')\n", - "#ddps = fits.open(root+'gama_gold_ddp_n8.fits')\n", - "\n", - "ddps = fits.open(fpath)\n", - "ddps = ddps[1].header\n", - "#ddps" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "511b6569", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:03.561601Z", - "iopub.status.busy": "2022-03-01T13:10:03.561013Z", - "iopub.status.idle": "2022-03-01T13:10:03.565002Z", - "shell.execute_reply": "2022-03-01T13:10:03.564397Z" - }, - "papermill": { - "duration": 0.029316, - "end_time": "2022-03-01T13:10:03.565126", - "exception": false, - "start_time": "2022-03-01T13:10:03.535810", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#! ls /global/cscratch1/sd/mjwilson/desi/BGS/Sam" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "d7cdbccd", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:03.604110Z", - "iopub.status.busy": "2022-03-01T13:10:03.603630Z", - "iopub.status.idle": "2022-03-01T13:10:03.605982Z", - "shell.execute_reply": "2022-03-01T13:10:03.606381Z" - }, - "papermill": { - "duration": 0.023324, - "end_time": "2022-03-01T13:10:03.606502", - "exception": false, - "start_time": "2022-03-01T13:10:03.583178", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "field = 'G12'" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "983d1b1e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:03.643005Z", - "iopub.status.busy": "2022-03-01T13:10:03.642559Z", - "iopub.status.idle": "2022-03-01T13:10:11.222246Z", - "shell.execute_reply": "2022-03-01T13:10:11.221186Z" - }, - "papermill": { - "duration": 7.599883, - "end_time": "2022-03-01T13:10:11.222501", - "exception": false, - "start_time": "2022-03-01T13:10:03.622618", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, version=version, dryrun=dryrun, survey=survey)\n", - "randoms = Table.read(fpath)\n", - "#randoms = Table.read('{}/data/GAMA4/randoms/randoms_bd_ddp_n8_{}_0.fits'.format(os.environ['HOME'], field))" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "d7b43500", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:11.299430Z", - "iopub.status.busy": "2022-03-01T13:10:11.298574Z", - "iopub.status.idle": "2022-03-01T13:10:36.269367Z", - "shell.execute_reply": "2022-03-01T13:10:36.270286Z" - }, - "papermill": { - "duration": 25.013611, - "end_time": "2022-03-01T13:10:36.270581", - "exception": false, - "start_time": "2022-03-01T13:10:11.256970", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", 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A39z6+g0i8iVbsozXAK9/Kq4v3HXF6Kc3ZMi1cO9TUyrWFupY0YEIcyItiUAgqpIle0bnJU4xI/HCLo1+5H7QMerANBU/swVjI9zoDQGxXBPD4+3r5JEwDtdcyEB2roiwdou6TLkmiATe+44jPvlZ34UGZaE1H/ey8/z4r34Fs/ld9RGfMOHUcTd+Yt7gjjVXgRcDr9/WJarq14rI12w537zjYbSMtwVTlnjnwDI9HVifHcqOGJGm1Q4VcZpNdsJMoCcRPWPUrfxNgX4rsJUSKn6ORoNLLwJhkGNA5T3IG1GOvc12BdxirrBcocHcd8LW80Gh8mA485+YhtLUmJVGEpn/9varfPL+d9KSWTTCF/+Jj+d//6bPYza7Gz/yEyY8dRDVSScF8MpXvlLf8pa3PKljHCweuEVXM+FJQS3ARIRdragJzDQy04qZB7DSPcyS2ZBIYmXRY9nQi9Khnl0KDdXAPFW1zK91lijAXANzKiri4Jfql8GSnl6UTB6kHSV3HP1yxkBZXZdz6kD4Qc09J7isxLJIJVKRNYHY70U3Np9pHLqjvdOFROx36ibw5X/yE/nfX/eqKUhOeNpBRN6qqq+82d+fCn4TnpZwTujQ1eswm7aeUtYUVIogIxDUAlPUQBz6gqWMmYeSpogSxJwBLIM0s/Dt3l/ZZxbmqyd4w/WUkmgJhUNDYAjmgahC1EBQGXixnYKo0qnSqlJrIGgagryIkFXN1g7YkFgPAdyuraPnqN3wA9/173nZ/rfz8fW380mLb+cf/dB/JKWHlnknTHimYQqKE56ekJHaopjjTMmWkoAILseA2suQNeLEGpCt/4omMQBZzS9VPIAVN5x2KKdmP7f6hA628r7ydckQx5ywUmGHaCpKH4RchB+RQAaih+gLzL10GmicapMBVI0cpAFVHTYGfjvchSd4Z1UJCjMNrLrE1/yPP8fHN9/CS+I386Wv+mH+1S+8+za+OBMm3LmYaicTnpYIWyzOkQ2aB11h7QGnWLLV/v1AHnqCJUNTFFUZrN16Dy6ds1BLZpmdDBM8qAFkDUTRQa5RlI/lyIWoUxE9WMkgBDGdpdJ6ploRSMBVNp6FKktNNBKZaWQliR1qAjb6qtHIWtKQoQqlV1mhKtREWn++irAhcUDNW/7FB/gT/+InQKy/evDshr/4Vz+br/ifPvU2vmITJtwZmDLFCU9LZK9JmkDeszys7BlkkNZTJiYK4lZv/p+KhycdLOCSZHqntBiLVVyKYX8qAqLB5y+OgXCbkVr6iTcGRvVHFEWklVv9+2rGAz2ZXSIJ2NGKjfc1I4KIBfGgxZ8VTlxgYmVis6aT4dp0uP4dragUDmiG8m7vzNmOzAc/vOQvfNWbuG/2jTy3+SZ+zyf9Pf7Vz7/7dr+EEyacCqZMccLTEqUsaYVRy4L2BiZqppYwkFeM9DJmYo1mklhQiHjJdGCZFtaq/deTEA94pShqTNZM7x3Nci3J/5SJGzAaBFRYGdc8VUc5SPDstXXDgYSyRyShLDSQxAJpBhoi3WBSEFhKtgA4GrrSaqYCZtQEhUoDnRq3tvXnMvPf35CopPi/FjOCzH9++1Ve+3v+MffrLvdIwws+ZsZrf+bzee40ZHvC0wBTUJzw9ISWEVDZpx8KLb1ndsFLk5kePNhYmCr2bzhpxiQVFhjsd2Tozyk2m7Ea8ruxR1hs4SIBJdA6IcZ6mya3GNxynFwTkIGwc/0YKyWIBbAgCtmO2yM0aoShWiO9pCEw92TOa8OhtG42YASgZjC7Y3D7QYSFBjaaPZgmkqswLdO2G2rl30AF7NAQCHSqvP89a/7qJ/4MNYFDMvd9zhn+4g9+Ls9+0Znb+QpPmHBbMAXFCU8v6HV/eQ+vOItaMBT/XnGv6T2CWpBSaiejtEUo4V6qPTaCqpRAK8sjPcjIEIiLy03JrvqBwwpBhSzlmux3Atf3GgPjZI6M0BDJmtmQaTSwR8OKRE32AG+s2MrPXHqe7ZCrFs2mjp1LtQHMDL1RoZFA5eXfTsy0YGDx+r+tRGsZ5wqIYrIQxK45a+Y//KtL/A8v+WGWoWclPZ/wynv4th/6Ql54/2RJN+HOxxQUJzz9oFs2av4PBRKJzgPOnAhipBgVNYkGJmWQkutpMm2fWkCZU1M6hDUV0QOcOJMT9yVF0nUC/4yCKg2w9hRwOxMUjPySGZ1UK2zaRgmQKsJCbejVMYk9Ij1laqP3JRUaIA1HFUSzSUgAfFNgDNQwbAKiCgsCS+1Zk8z43HuUvSgiStYiOVGXiQgVtoAomU6D90rFS8eZlkSnmbe+5UN85sd9HzW2kXjZJ53nx/7ZH+bg7Pw2vQEmTLh5TEFxwtMShf1pUy0KjcWCSBrYnVBJ6e9d72ITUKLHEusD2vdNsiFDMKrUPkJRjdEKkNUE/wsCh2yo1AJcL6YzrBGyjIbhDMfGTdxM+2hSEgvKK3p2qWjpOWDmQS1vBTfrb66GnqIFxYqKq3RDUXYcfmzX1GAZ8BE9QQI7Coc3mtP5JqM8v0LuUeCMCCuUGpOgrBmdXovnrPVxE0KgB/7Tv7/MZ158AwsqKgKv/pIX8ld/4NU0zbQcTTh9TO/CCU9LjCFgaxSUJFq6YRTFnMr5mNukHDxwAirme4qNnqoIno0FFkR6Ei1GkFExzWIJgGUWxoyKRM9MIle0I3owVAURO2Mie78yeg9RXFiRh4DXaKDXxL42pqtUnwwpo9NNKcMqJtwPXkrdZtqWvmXlx60QerG5k4HANVpmBFpkEPyD2Hm2GLnBiTjLHOkD1Kru52O2eSKFxVqe2zj1Y06k3npt3vTGd/Hjb/xOejEpyR/48o/l67/n1SwWzW1/n0yYcCOmoDjhaYmy4NaIZ1uA80ZVlJbETIsqEVyNSDEPbxBaTOLQ4aJ8rZhhfbderZ9Xe+BoiIOTTeXBI4lJQXapONQNexLJKBu1oCFazhW2rlmH4AZC1mIQBwuNTvixwDwnupjEcrrivNr5c1/Ts/ast0eJEsluTGA9UdNH1lj5uKenEmEj11s/mizEMsqZbw7W0nNW51whcTFbZnrJHWJzKVl7Rjla5rnF3nB470Ni/dCNJpDAT/+Dd/Cmf/AuIpGo8Me/5pP5U1//WVT1pCCbcPsxvcsmPO1gwvvgxtqF5JLp/Kcl+PQymnqXvHIU+gudKxQXBAKRGRW7GjmfGvZzzbk8Y09r5ho8wNmCv9CaoMJGlUqFqOaWk720WbxLB1s4P3cp68pQ5nQ/VLViZUVgh4qZWhAyuUYh/AidFpOBTBljVTNmvsl7lGw59nSaqAgsCDREggTUbexqhBmjK0+DOQCpZKIENmQqhCtklqYCpfPMMMs49qrc3zyYHZhpnqgO96AiEMTuUV/uhJOQ/uHr/iOfP/+7fG58A5+6+x38vW99C103DfSecHswBcUJTzuULLGMWyqEl2ooVRrUs5Q8ZImWMyZfxgsLdUakUrEMJwl7RC56AbDKwkIrlzrABuv/naHiLDMPs+pm5JUHyLH/aEzYxJrOuawWRBJW6qycXRo1eBk3MpfAPjUNYZiUERFmEj07jgNzNogFz9FofLS/mzvhpiURMY1mUlNtRj9/1iLhCMMVG2M1sSENAfPI5S3lvmdRTuiH6SJFp1nGbplBgVBcZrMHyYxlmEHt1ai0otbAXANZod8of+Mv/RIv3f12Pqb5Jj77/u/iB7/z127dm2fCMx5TUJzwtEQpgYJljSpjwLGF2xbxIsQ3PZ4JGAqj1MglwY8VmRHYo+YcFTtUHBA5R+3+p7DwHHCPihOMgdp5X/Ecc3a04chnVvQU6o64xZsJ77ezyCIeCX7sGTWVYsGVwEytlFtlZ9GSmXugrESYSSHhbEtUxvvTkpzwEzimJfnX5Xey2kai1uh9wDjIRpLf1wdJzBB2CdQENujQu638eyWcBgAtw5hLf3Icplx7V1LUNgX1tl0eVjKWQX9qZKQP/taKv/rnfoHfVn0bL43fzGdd/G6+43/7xVv8bprwTMIUFCc87TD6lpZhvxDVyoetZ4ZFgJ9Ft8KTi9kZrdsCNq2i0cAiRyrvq50n8iwi5wnseiaZPQAeuz4wAAsVanUrNYQz2oBngHEo11qQqDxrk6G7aSEsYRZttUYrcRKonPDTqE3UEHsK9OiWn6ndg0S6LjiVzmmP0mtGdOz3Fcu4oCWHs6yxHjJVf5wIS7E8O2KMVXUxiAVak2YkMlmz58t4Ibo45Fxvlp7FyDozKioJrtHU67LhPZqB+WpUpqLrzJxnztHllr/3N3+dT4jfxieH7+CrP+sn+M1f+citfYNNeFpjItpMePpgi8BRmJZm5l3YoJ6hiPmJll5j8NJh54VWo7YUFqgFq0othbqHGQuECmWJZUsH7kd6TA9iWWjtfckdKpb0XGXNXALH9HTDkm7dw0TxI7XfrTwjK84zHUoUI8w0BBqs3xcpkhNoS3gRKE40Jfi5l47dFWeRFslEOY9JRkYjdB3OFWg0ck1atDBcXSaS/W4dYtZxG+8aWi5sx1m6dZzn4P4yWWBUAVVP/RCCBmskIohCJWJjsATQXJ4ejUYqSa7jDP46RTb0zKloSdREOjK/9cuH/NXP/FleGoT5TubgJQf8iV/4QhZnJ2brhIfHFBQnPO1QlH/Z+4KdWOZUptMbEzOjWgp42XtdSpLRUaaMlpppoKZi17WHO378HczybEU2SYQEIomaijJWeIkyk4qsmWNNznqt6CSxRpljEoVA8PBl4ar0P4sv6pwaEWGj2bO2EjJdkuEBsPJ+n/jzLZmeYnKSLNCi7CCsSJyVmhpxz1UzPTcDcmFGIKplaTtakcgsJdlYKlGSJII2HLuNwJpMR6ZVG9qcKDrFQqgJLgXR4VWqCGTNTnoqWXzJ1kt+WOQrdq+WJCqNIMnHfpk1Q6Sh9xLymsyO927PE+16N/DgfzziL537US6hfDRs+JjPPc9f+Obfzid86rNv63tywt2DKShOeNqhLKlmcp2H4KEwzD0UMg1i5BAxT8+kRVtnQvqxBIn18ogcIOzWmSBwQOZqG9knco1k/a4AqAW+ktnVWrOmpyWzLzUtybIusavqnO6zINB74bdkehuy26+V7LEEOuu7WZaIlSjFLNssa2p9+HFE3WFHpfRYDQdOFirs10wmqRkazKksW3P6T4N5uG40kUT8ioUTSZzTihWZPQIfokPFJCyNH/uY3jxftXRwLTAG35SoiHdPS8fTZB9BC1MYyjzJhJkfBH8eWRRRIRKZidJopENZeBbeYBrM3ZhpFWYxc9AHrqrSZ+VXf/H9fOGn/zA9iT1qPvszn8ff+idfwLnzZesz4ZmGKShOeFphO0scg5qRZYpAvyyySTKqFhIqMrWXD2t/TGGgBiI7WnPWy6SiyqxW+pxdL2hlxiVlWmPgUFp2NKIEelp2iPRUNFrxUVmyVqjEypZl0HEk0AxEFrviIr2oUM9EzVFH/TGlDDr3XmZN4NgLwYUJ2gGD05vfpV6srLwkcZY5J9KZlENGlmrj8pHSu8tkFkTWXl4WYO6lUcUy5igyGJAf05luEZOqFLn+to+PmQkoPZaNd5o8QOrWY5WokMVKxyvntApCUqUWIau5AUUKrzWyUIa5mateOFhkrq4jrZaRYomkylwiHYE2J/7dv/4wX3TP/8O+Vlw4v+Bln3ORr/nRVzGbT0vlMwUT0WbC0w/OOhGMYFP0cSWI2E/L14X/aN8r7M+yfCctY53Ey46Qg1J8WhaVZaI7HsAqhVasp7ghsUA4wDKpMnoqEm2Mk7NQWw8xoxFd+c+uo/IsTbFeXkXp/QkLvE+qJdsqWZVla0lKH2+Euj5TnWR0mc1wnmJXZ1maLQ/boozgRc0x4Oow3HgTbL5j5VuP6NehXhoNw7Py10HwrHJ8vex8waUeJoMpAbV0gaOXRcMWeaiXzMaPVBa1XRrLOIFoJkDMQibK6IWbxO0P1MrctUQWVNQIR5c7fumn38fn73w/v6N6Pa+u/g7f+Rf+DTkPBngTnoaYtj8Tnn5QhlCXYZgnuJ0ploW9hAyl95wlew/OflZ5ybLYo0WEEJSqUubakWLN1d7KpJXCcbCyYE0kCKAjWQYyG5cbRLeDs+HAESPHlCsT78QJDbU75DBcR8naKs9QTWpiOWOniSxOKxI3fZMbWJ4elJZkgpj/6RGZXWo3+LZ7Ulin4lckZIJkogY6MVLSksS+VlxjzVqVTorqs5B9SqjbVoKO/qhF+lIN2XxRQwYky6BrNAu47VFWbjcnhRlbPGWVTs2LtbjZ1gInvRAipDyyXxF/DQaBDKylZ6EBlZree6S1WLaNKj/6rf+BH/q236CVRL0b+KI/9lL+8re+ihCuS8Un3MV4xKAoIj8HXL1F5xFAVfUP3aLjTZjwmBgyD89GZOv7JUBYtiR0ao4tRThfHlkTQS3jmSO0AnsoTVA2XaTtC8nFMLA+RSFbHrMi82xqrtIREI4VVMSlBjihx3xIS5qqGjxAlQzUBf8CHbDjTNBjLKg12DzE4B5qvefBprksXTy/HwQnIHUEjTTU7NJj1JzK5RimCYwUqQb0RKImogiNX++cwEasbCtu62Myl4xIGPqExuZV74uO2WyRxxhrNVngV2GWbQOwj5mMl1tKCAj9dSWu3gNij3on2eUqRGpgqcoZgZSMZbxyP74Svtf0VBIRFQKRJMqh9sN1Fd/WE3+eCQUNHB93/Oh3/2f+/nf/J7Jkdi7W/K9//bP5ij/2KVOQvIvxaJmi3MogJiI/f6uOdSdCVR/7QROeMgydMbGFPW9JA7YX1FK6AwYqf/IcpjbNwNDdqhCiWu+xij6PPimLEFlkP6daMFjnzD3uarog0Hqw7YG5BnqpWNGan+hg2+ZzM7RwLkcNZZFUJGCuozXcLr5g+3MuWbGxP2Xrt9VDo3gGZD9Nkug10Xi/tCexK4GgeD/VZkCKk4IsoLrGEcuAC1O3UmPQtl4qzZ77pqGUOmaN5f8m1rfv1mL5cclNA8KSkmN6f1CzD2ouJdmip7SQXowA0DiUymtK8E3s1plVapihBK3IbIZe50YSe1pxRMu97LiNXTFVz0NpHSygL1z2UQE9gcsfXfPnX/tz/Jmv/FkScHA28uV/9BP5hm/8vYhMQfJuwaP1FN92i891q493R2F6098B8Jeg9L/Ua6hJs/e5cOLI9b8yDvct/UcZsoONZy9l5FQUqCvoEvQpEmvr87VYgKgIJLUcZOWB+Ao9h/TsDGVSy3oqNZcYZBTxF8OAmQqNRhrv8808pFQUZ57ClLXMsRCHEDM8Vx1DTyK7vCODWuYTJQxBqgSSwtQtganM1ojgGsUSrAIVkSDKNVo2JI7pOaFnKT0NJvdQtZ5jueWVmg1d0EDQkXZThjErph+N2e7pvgehPSL7YiVS6zGOxgQy/F1Kp36FmrzXC7UkdprEzryHOjGLVmquMR2qEKgxb9sliUhFKyY7aSWB2P3dSKbz+ZJhOLvdDzNuV5eI2Hvp8Gri9d/5G5zZeR0Hiwe4/2O+mV/+5ffe3Ht7wlOGRwyKqvp1N3tQEXnVrTze3YDNZjIovhNQeoniC1RZuLIyLFzXkU4G7biSpAwGNoVfj5EwrGSZvYQorDaR4EFn0waWKiy9zNZKohILIHNnpJ6hYU7FJT/GntbUatMsopNFitepYOOnSokTlaFvWPqBPVjQIdP48902NwcrC2+zOIsGsCzwJawsPOgt6an8esBNzH0UVgmMZY5kYfZ2jJ6mjYfTmkAvsJA49DKhmIvHLSJR4UPZIzLGrJ1rYKGRfQKJzDwoe5JoRFm4bZ2qBdZSqh48bNW8Xi2r91w7KE2EnKGOsFzNCGKbgJ5MUnXHoDSYN9g9Mhu5Biu5DjMk/dx1eY3UuK4l6y3dyesWVn8JHvxwy2s+9x9wMH+Ag/kDfO7nfC//35/5LzfxLp9wO/GkiDYi8qkP8+3zwNcC//zJHPtuQ9elx37QhKcE1sC2tahxAke3pYIb8yPTCpZS3VjmM1SUrMtWtRYn6kgiiNBUytHKJPeFZakILYlKIi2JXa1IWyXFc1R8kA0ATSg0kzFIRIVGbSxUsZtLktxs28qFIlZiXWL9tDKhQv3/wa8necZb5juK58X2HIOX/qox2IqVhKMGDyoWGGuK7CIxR9hg24Z9atZiJeaSswUCqonWNxgqY/+2JbNH5SVtGZiytf+d1EhHnb8GL66Ej2RhBTy7Vt6/ydxLxUfUzMZBvffqRCSr8V5X7k6aaVMgiE12nNWZLplZQZmaoig7zEheLl3RMRd7bTrfQozEoELYEuYaWAGRZK8JFvw7lYHhe90O7Ab82lsv8RVf/I9oCOzlmnvOLPjJX/9ynvW8M4/rfT7h9uCmgqKI/EHgx4B3MG4Gt/GiJ3NRdyOmxvqdg4ARZBqK6bRQhO+dr5qC271RMhVfvcSCS9ZtpqplZydkOo30faBLFSkrfa6992U5wppkDEyFjugZHcyJVGQ+6mQbBcu8ZKvcC4gKczfgTkAWo6QYL9avUzJJbSxU76Gw9wBkV+vPUSCpmXwXjFxL8/fpsdmOjRZPHGffqvUubX6i3cU5gUM1HcWx9KykRzyLFUxHaWbnNgCqF7vmuRrpZZeKUoQtKOXggBjT1ZuiDYGkgQtVpu6ED7ZwPirXUmSfig/qiqhlxsj1pKRabYMjKDMV7juzgmTpYt8LEmAHdXcdmEnkSDtmRHrJoMIRPbtUJM/5EurEI9tCFVZs7eHSyucjN3hbD3sdSpD0W5Cxm92TSJd7/uTzf4y9CPfFyOd9/pxXvf6L2HvO3hN6/094crjZTPHTVfURS68i8j03edy7FqvVVD69I6BGejJny3HxNQeUQK3qQcGyupIdlse2mqlEnGBhi16LzV7ceO+wz5FLx4H9uS2ga3TQ7HWul6v8nIIxNa1XVfpomVoim7Jkegk3K8xV2NHgZTufYy/FZVTdji2QJBHVluZeMq0bEZjAP5s/qWeIZTMwWKgJJnrHHGuO6QiinKVm6TlhjQXEBcIZAlHMhadCuIxSa80+FYfS2cBlCSxUWEnLyUBnKtMsS981sYOReMrUEnCzdjWHnEaNzdsIXCJxkGFnnrm3q5gjfEh6NpqoNbBy8gtYNjxTaNV6qDWVZbsifOhwh2ftrZjNe0Kz4tK1mW+brB/YuelBKcYWE70ec9Fha9pIIfZE32zVHpSDRirJbCjs2lFi82jv1SK1SWqTWI6k5wVEztWJd/7LI7rf9T0sdk449/wOXv47+bSv+nTm952/mU/GhMeJmw2Kv/oYP//amzzuXYtp6OkdAF+DoghZR/KKZVjW/WqcF9mDNxTLxAYfwIst0MF1f4nMmsxCEp0mDqloNNCQubKKJAmckGjJdGLH30jPWhJLOnpsHmCRHyhKJYET9wtVz2AVs5KzaRojIWhOJCusxcrzLZlGABVWYg40Wc2/RoUh+6010EomSBwzOUq/LQw525rkvT44pLMJFWpMUkGYIeyERBUTvQpns1DlyIMkOi0TQxoOtRvkH7vUrFkPobFG2CEOgWeb0ZpR81fVsjmxrPxB7Xg2gRfsgvbCIYlahAO17caCnk47klhWNhuCVSmZYwFLI/Ngr+XOLNP1ifUsU/X4PRiddjJFW2mF0pbMLpW7Ho0G85aSl0krvuES29REKS5EDP3FUj4ug6i336uiQqvKeWk40o77mHFFlftj5tx+R0qmie2PNvzWP/j3vPsf/juOjha8+2if2e96Nl/5t387z3r+wZP73Ey4DrdLvP8i4Ndv07HvSEyZ4p0BG447Em7se0aKKJlZT2GaCkUwXoYR+3pHkQBkbC7jRqws2mtmRUWiokY5UmXjZ+q8dJgxwocFVWWGEBV2CVxyOQSyLbiwgNVoMEmEj0dqMVJHj5NBxIy2WywYVp7VGEHIlmiL8zIE1UJCqTCfVyjyhBL2RzF/QySTSK6gnAH7kmliZneWuLwKkAN1VO5JgWMCSy+7LgickAkaUekpEpB6K8CaZEWHsVk5W5bYql39gsrNz80MfZngHUvl/Fy5lG241bmgXM2ZSq0s24kFdiUzQ+jp6YgcEDgkMxflTKU0dce1wwV1ldhsIj1lrqOzd8Wcc0ymYkSmBTXJ6tyW8Wu0jE6CF5RH8/LSb0yMMzsDW0SurffjNmxkmD3ugIYzRM6FgEpCpKeqoG1rjj98lnZVs+7hKAc+fKJ86J+8n1/4Jz/Ce6oj9i5WfMpnPofv++Hfx3w+TQB5MrhZm7c3icgXi8inish12xT/+i8/+Uu7u3DffbunfQkTHKU4Wv5v9BJhQeVDf8e3fdBxV18WLbMes0XdbMx6WjWJxRq1viGZYzJH/r0uZAuaqJfedOiVlYG8K0Ynl0LsKXkJ3r+bUdN6CW7fe2uNO9p0nsd0mjxAZpY+rkrEJnxUXhIsfczodMoyx7CEpwyeqdnPM0qSzMzVeMWeuxFl1iS6JJxfdMxiz0GGswJnCOw5JWdOxULD0MdtnJlZIzREdrRirjZMWTATb1ELmueonQVb2LKwoOac1JzNDWwie3Qc5cwHs+X8GylDnBNFPtOL+nPPHNMZM1cz8yozaxL33ntImyvrCzuz2IzH7QiNvy9qxqxQ/A6p2uzJGTbYWXTURBYZzVhiLZKeEniDM6G3Cvpa7Otw4wbYJdKi3BMjUYXj1ZzVKrLZNFQR5rOWnGrypuJES4XC/Fs/8uCGn/2n/41nn/lmDuYPcHbxAD/4A78+VbBuAo+aKYrIpwFveaQfbz1Ob/j+YxTTn374qZ+cqNV3AgrJBopovHhmAhgrsxWlUnGx+tiX2oYKnNCzrw1JGQTvK1oCNWtM7N8DS+lY0tNKxgYZW0lyQ286Q2ySRQ0eQAIrWtRLhXN84dTIDoEdAgu/jh0soPe5IkuywCw9O1qzIhHFSryFvNJJ6YsVrin+zMcPZWCrp6fmkSpSLNTUFwWbLtGrsGkD53atPHox9nx4JRx2FggWCJ1noTMiay9RN85/rTWyqzVzD4bRO6sBs2fb+NUnlLMEjlEu07GgJ2hNEwLvzi0BZS8EllnZY8a+zviorIZebnHYWdOzKxZUPsKGjpqXBdNtrtaRio7dJhBWNQdUnOSaNpotXOvHKbKWRGYjQtA8lGRLKbWRwArTMtrmZ2TQBLHXu/SqS99wnI85amGDwkIrao3D5uyjnbIbA7MYiDGiOVFXsNrM2bQVHzqasav2Op2ITVFpxTxhWzKolXK/+rU/y1e/9mcRgQvnZ3zFH/1E/toDr5k01Y+Bx8oU3wn8M1WND/MnbP257vvAjz8F135H4cUvvXDalzCBUYO3HQyKV+a2DrBkgkjxJb1+H5e9hNp7cbFDOSFxhZ4Vmcu0XKbnSHrWomzc87OXonVT1p5tdVjPaY0ZdCfZ1lPKIFswR50y7khYEFlgwv0KmGskecC7RovNtchD5sfWsyii9roQW/y+DM8bfL5iWdhLYC1zGIU15pRTi7JqI/Oqp4mJGmXfLdQqlB3fdpx4kBZsMPGuNpzTGTsamOXIItc0rvFrvAdokpGeA8/P9gicpWGHyAUR1rrhnizMteYkC3tUtBiZqfFebXG8KT6vvSp7XqS9KAGCst5UiEY6rTnu4pC1iRp5plcLiOWdggf6hPmfqsLCTRQKcUhUKIrPUoKvKLZ4xbfVs0Vl0H5GlcFkvnjqitprmgTqkOkTnLQVqc+sVjOuXlmwXjX0ycg/G7/GjW/EcEet0lfdDnuq8OClDd/xrW/j3PwbOJg9wMc951v4ke/7jcf5qXpm4VGDoqpeA77yJo77jCPavP3tHzntS5iALRiljFUxzpsw4b0t/KXsZTo3+z3d+j/YAUyMbX3EAyorR4pwQsdGelrpOZGeJS1rsfAp3pTckOmLAwpjH1DFrqPnetE5WsT7ytwvIXj2U4YdJ5S52gLdeE8wazaCB9a33O5flXkWxannRou7oe/FuIgrmeBZk6Dso0iVWcx6ul7IYrrJEDIxjDlqRJiLCd0rhF0vl1Ya2NGGPSoWhaSkkaDi8x6F8yzoyKzp6RCO6NiIckjPQiInGhANnCGyFOUaHXuYxVrvU0PG7E5RUY6kI6CEAMtNjYpwsoyIZPpkz82uG8g2WFk9mwsUopNJJYr+cL71M3XaVLnf2f+VtrJAYZTbBC9gZy+/RgVVIyCRjSx1lpqKzByhqpSdqiNrQ6yNjrVplWUniGSO6IzI5UExSclAx/L8w+WDxRXoyoMt/9tX/TNeWn8rL2u+ld/9sr/Lr//KBx7XZ+zpjsck2qjqu57oQW/md+52fPorn3falzBBbZc/LkqFgWpEiQqbyC4elMoCXmzT4tYyIlgW1WalkshSeyoJqCoqlRlui025770UmSSz8YWp8qto6WnFem6lPFb6SOZCk4fpDgfUQ19rzKQsq1oQWdLTS0S0pwE2FEOYMkHC5kK2jJloIJriUaEWcSKQl0i3UsbNkEsGjqRnXxRVc63pU0A0s25n7O1ueO5ux/Em0HeBTWvnmRFYq9JIRoj0BM+IhDnRHWCMPKRiGVpCWNG7GQD+PJUlgR21e/LelDkIAilwWVquauKAhhPPqkv2v5FMpx6qROj8OV1LgYshs9kEDvaBVlhrGcVl7NITejd3GHua6gExeNbeYpn/nOgErNJFLJsOZXRhLfffApMZrJvROVipvHNFW9DAReZclhW7KtQioIE+Jza5Zr0RdkLPalUzn8FJEg7bCnH/neQnLKXabTaz6VdHmEjGA7WWsG0Z8Xveecwf+ZwfR1GusmFvp+LbfugL+D1f9LIn+im86/FoUzI+DXgdcAV4vao+oxxqnije/75rp30JExg1cbFkUoxv8kKmqQgUw7cy3qhIJoL3W4ojTiXicxAVVXNBCWJ9m2u0RNFhoSnOMXimVVxjEpkWCxYJ6/sV27ihj5fZKm3KUAKzAFpEAoGsJqI36UPJPex6g5grTBLLUosFWiF/iEKWcaLhkBd7ORefyVghqCrHJNZa8ewGjjY1Z+crTtqKw02kCYkcYS8mrqU4ZJqV2tZi7ll246SU2VZ5Mak6A9is3xZUzDBSzjGZcwgdHe+hZ6HKXGf+KgX2CTwoGzcrEERGizXck7RTex2DRhtJlWFed1y5ukvXm5PQriZaAle0J6swR1g5s7dUERpkCL6V90l7zBove++ODBpKwLGsshCsAGTweB1LtTsaOJSOrJl9nVGrcJEFH5WWF8aKJmTWuWJPOlQzJ8sZy3VNnzPX2sgVTSw9SKsqpTddesglCy6TYbZL6qU6YAbwJVsuTGW7j7s0nCw7/viX/CRZTav7yk+4l+//51/CufM7N/fBvIvwiEFRVX8N+HwROQN8mYh8HVOAfERcvrI67UuYIGb+DWFYmErgsb6aEkWNjMCYKGVVoowTEApUi1wicEymEWGPwMYzi4pg7D9xRuTQf/TjiuVuHYm5Vj4Tw3bz6vrIhLJQoZNMcBPs0hdaej6SCcw9uM4k0quVz+7RuT8i+AxFHUgUlZrOzkT8toh3jJM2ZOvfpR+Z1aZKwphRKHCyEkLIaOiZxcS5kGl1RtUpVwk0mCfsDmaGbrQYddZlZIE48UaH8m3vhcY5RkC6wsYzxYpLdOxT8UKEEGCjcFl7slqeXRE4onWKDt5n9TKwyNBpVVHWqqQcOFzOmVWZ0EC7UUJMfKA32o+9jnlrY6MUn9voOdk5ZvRY/1T9vJUwuAWVyoO918rWxkvLniXPEFDr8z4777Kh901ZQlDu0YZVnzkKwgsXiaaClCMigAhHXcUaZU8qLmvPnlQcSktHERfdkA1S+unlGktgFHpJBA1EqoGBHYafKjMqejUyWFLlrf/hw3zSvd/JGWbs1BXP/ZQDvub//p189qs/5nF8MO8uPJ7y6TXge4HvfZgA+SOq+hO3+RrvCtT1xOi6EzD21LZLoeMiVcqkRTqRPGMbelJqkzDYOo6g1OI6Oi879WJ5aOW9reIgYyQaSzM7TMZRU7GSZFmL56g2NxBUhA2ZXTVbuoxy4BMhdtXILjXKMeNcvzWJ8zrjmJ4FtZlwlz6l6wB7cRszH7VUSmrAsHjL9h81MlDt5BHxa+yBpoLFLNOrZStdmvHgSuhTZEcSrURQI/tsGKeEiAhzHQknjecyrRf3GqKRc8js0LAyszPfCCgfoINsi/uBVHxUlbV0HGjDTGyj0pPppditWV5cXr8OZY6ZeM/rRAhAUpoq0PcVu8AllEaFtfd6s9hmqlf1kqdtsFbS0RBYafJ+rm86yF5mtU1JCUJWzh77eqKwm+thNNmajjNac006NijPpmEpHXMi5xvl6qbiXGzZmymrdWS5MUO84yx8VE3wc006H6M1vk+t/1kqEGN2WLLBbbJVHF6ZsZwawLPvPPxe8ux5nwYlc6Vbc/yWjj/3u3+GDT1aw/0ff47v/sdfxHM+5uwT+rzeiXhC4v1HCJA/zxQgecuvfui0L2ECXqaSMTMsfUWV0akEzyKN/HC9Gdd22akQXMD6YrtUXJOWPY00VCzpOWGDePbYMrJecRZk5YL/xsuxyXuAjQqtX5iVs8xO7ojMgRqtP4mVPIsUfk2i08w5ahP2i9Bqj8o4u7AIMSpfIsuEjZaioRwjvm79rQJ9zkMZNIuP3kK5tIk8b74ZSsV7OyvqquYj1yKqQh2EKtmxzxL5Law3WbuWb45Ql40AVqpsGTPrRGSGOYp22AblkJ5Oey6yw5LefUVNrnIiPUls89J5MCikHTNvkGETsAHwcU8xQJ+EOmQyFS02WHotWElahSPphp6rkmiohlL8isSOP4uSLaKWLSpj1mgZWrago4UZLJxozzmC2+fZlJTn6oIWK7df0IYNgcvryD0x03c1G8ks15FNgsMAD2bbXJ2QxqkuYj3szPYGsPBiS5V3ZKfWAqIl7BkxqJhedGQ6zd7vHh2QZhJZenm4ELoOaQkSIClv//eX+YL7/z736Jy9RcVnfMa9/K8/9XnM9+4+I4GbdrSZAuT1eOnHTn6EdwLKOKESIjbo4PxSPE+LBq8jM8NMu2/knyq2ONfIIL4u/cgj6eidLbrwEtZ25lV6MyKAutuMk0sqFVQiAfWsU5kTB1OBM0TP7JRWwRxTraTXYPMYT6QzTaNGjknUFBmKyU16D/ZBLBvrNZNFBkOBcdksS6L1EMV7kpnR7Mz8P+HKsmI+SyyajOTAR45r6mjeN5dz5tm7cHUVuZqFA8/Ee2yEU0TYQUiIB0IZNgGZzBoroy4xcXyHkkV4UDo2eUn0EuyJtMy04iQYs7TzGz66yTjhxF/mYmXXayBros/Cugt0WVC1zYMZMtiWoicjqkQJqChzrb1IyyC1wDOn1l8j06/moSS/PU0jY/1H9dd9nxoFDqhZ0nOAOQidpyGRmUtkYbs3uhSJne2kkgbWSfhIUmYCH9GepWRW9HQySnLGDNBetwrxrLy86xnIZRBIw+bRWwu+mUm+wRvfyzrYAVaASGCukZWk4f1UjtGTkGXgv/7/LvHV+z/MCuVsaPiCv/FJ/N6/+InEeLN+MU8dbonN2yMEyB/F7tUzIkC+77eOTvsSJrCl//NPahy+N5qaFc+W4r6ydo5eWdC2j2VkGeP5CdCRSE4+OGaDqNBIdKsx+6Xi6VnYhxHXqDGSeKy8GclkogpzNbJJAuoQQMyfs0NZYxrHsve3wNwzJ7ArtckQ/FzjojcyC4t7TtFsK6XvNBKDClsXSmZaCEKBI4VGK443kaO0IaQFs6ic22uRPhBSGIYQVxLZBZLayKfOz5AYHV2szGr8z4QFDnNn6YnU7FDxfk5IBDaiJO1YSUYU1tHu81pGB6JtAols/R0944sCbVsRK+svRoFNNlLNnIoNmWMSWZUcoNh/d+SBBQzj5A0wMlLngTmJjd3qvZyavKyOl9AjFujW0nNWa3qUXWoyZiC+pOeFzMie8WcVZk1Cc2DdWZZ6BdusfFR7NpLZSDIyVSnXo8P7t7zT++EO4S2C0coOCgMYZr5JEX9PRKJfXdlM9sw8Yz5iww61WyaOhvqleB226i8LzFrxUu742a/7df7u173VytlnhT/0wKfye/7YxzNf1I/8YT4l3PKwrarXVPV7VfXLgNcCF0TkR0Xku2/1ue4kXDg3f+wHTXhK0G+VREsOWDLIsvgnVWdB2tSJQsgZIMXCywgzc5+7ca/usIu51ey4NGCt/SC1AAYxfukdFuO1isDcs86F/6TJJuY+FisQHgA563CQMurJiCBKK9mzVCPOrLQbSp7RA5MtbeKaSesRbc8vdOOyrawRSkgMmENM79uIGbYYX+tg0RjrM843HFSBjxw2HG0qIrBb97RBudhkLgQbCHyW4L9vYnUhe4ZuVJglPTVGPDmi5YCaI3quSksnmYUEDkNPH5Sj0LIJmcuyYSU9G8xWbwzoJUu0UmClgYVa31BUaZpEDD1thlWyjUYJfIWokwOedfn2QIReynvIKE2tKBvBM2HoJLmzUekvqj/TMVhZhcDucuuvpZK4QOQcNbvOSt5VWBDZ86y/TYE2BU56C5ZHGON0VdyTvJw9bm1uKIkzLvCZ8RrK+wWsEqL+mampaKjY8d5hkagoRuTqSd4TNXu91nvAltlDECsNW9k60SGcQTggckRmQWQFfORqywNf9a/5lP3v5OPrb+XTzn07/88b3kZKDxm0dSq4rbnsdoBU1a+6nec6bfzLX3zPaV/CBLBeHsW506Be5hqm12seJkPAmFls/YL1iiiMwswxG2on5tQeFBMMi0rQLaafx7Sowkwrcy7RQFBxD1CbnNFodBNs4Tw1azpW5ZzZMs4izUhkTkjsaETFfUkRKvF5hp6J2oQNI1uUMm72IHejcH+8OyBipCCzpnOGLMoapUWoBE76mlXbcLSacS0p8zozrxJRMs284/571lw8s+TesyvOz1vOx8QF4B7KazKW90optfSxGiLvlSVZbJPRYD6gKnAYrIipok6o8ewMe41qgrvDeGVAlVkOo+YzZuqQmM96dmv1HqxJKEpZMRB8OordkUQR7pdye0Rd51mMF8rGorCIW8YeH+RBLrJPRRk/tU9FRDmmo0PZw2dn+oDqtSpVCGw8Q+wJHCJsEO9t9iQnBXViWanZFY6M00Ky2SZXwZhBJkoPtozTVubUFON5K6WGgcAlYtaFG2ywcykv1v7+w4+ZNXFIO3yq1mSOgRM6IsGfs02TSV6OFYQPHW/4S//Lm7hn5xs4Ojp9Fv9NB0UReZGIfPHDfO+FT/qq7kKcOTtlincKyjDeLCWkjZnjQJPHdu1lSG8xzN6GMT0znZonzgm9jW6i4oLO2fMANycOgXEIsH7CSq3/sis1e0RqtSyxQqxc6oScPY2coYIqo1pMqPGF1g53QI0gngHVzKmHOYlFklCIRWW8MuCyA88adbQbQ8V0jaquoSvuP2H4s2Isx/adcN+usSVPNoFMYOVlyeWyRhXqmJnPOu7d7zizlzg3y+zVmTNB6cADodDSsUdNB5xI2hpCLCTBXYMSx6UAK8EzQ+jEipRD1u8boFrtvpoMxIzKd4EoSl0nogg7897L4JYBJbFg1koaMvOSd2XPIpVizNCDCJ0orVjW3klyqzV7nwWvQmQsOAdsYHHnm6nLbNjAMLvyGkVPKnQKu6UYrKAqtGqbmha4wppWxGVAOrzepSxdNmXl/R22vh7K+JQyu7Kmp5i5F7525fezzBotzjj2fq2chBZAlJW/HrUfu5bInGrIvMs1nQCHJFYox7R2DRKcMNQP7y9F2Ns7/XX0pnqKIvKpwIuxHuI7VfXXAVT1XSLyaSJytnzvmYIQ7vwG8jMFVr5xVp2UYKGgPj9ChKWmIT0scvYbdV1Fv7YgUrnUwQyhlX1mrDEK/aG73RQyxsr1Z6a7q9mjZqGRhdrevFObYLEkMdPIWWrO0IBk2j5yJsJRVpuJSOn/OfvUnVsUrHylCZFgbFVKmdj7XcNya3el2PYLNsNw5mQXy2oCyWk9HZkliX3M3q5DeRCFJFw9NuZrI5nnBLjSw8fsbogihNAxnyVUlZMTo9bAjJN1xaa30vCawEKUuS74L5www8y7oUwhSQOxaUVP44bnLT2tv04Z6xMKZpEXCDaT0V+zmVvCnSeyGzvO7GWC9LR9w2pT0eG9WrEyoIiVmAO2QSlTUuyuKUEsQA3jxfzeZjE5RtFclukkigwa1wWRJOalu6ORXWonwcCciiiZpSoLLUHLfqZB6N0f4BjrO/ZYL/o4dO61uy3Yt8dWjBkhfrwaG3tV+WsLxUFIKDMlS3AtR2oI9IQhq7SNpjF8OxLiLYdhFihQaSyfNDpKMLby+DVaOh9xVswBW98MtVh/1Ca3XL8xPQ3c7Er+SlX9cVU9f2Pwc9H//U/6yu4y/LZPvPe0L2FCgYwlpFIgGw2zfQcsMmjbMjoQEMofMCLGjpdMKwKNBs5obaQJ7VlopNbIOV0wcysvHQyfhYVG6ycRqLy8aaU+W5Dmagv4gooG8wvdD3CsQkMJcuohdotA42XVGZF9GjYYi9J6mMV/c7wPYIGjwqzXGp9v2A3dsuICVMYnCUHM4u0KLR+k44p2vI+eDydos/W7Prq0yfaXr+yAKgcHK5qmAxFm8zVn9tec3VtSxY4YMlWVqSTTkrhEy8xLanNfhgLwbN2h00ynnRGSyLQCK4qfrPow4+t7aZbNjGOd5tikkSbCzmxDXcN8lqirRHA5whLrXW4kXSe+N5N0z9a3CT0iTqoxf9UkmbUPOW6lmL9nikl5qTQETOi/ksQGIxbVzsqNWlPDwFBuAlRRmUcLdTU4u5hhIoppQLdZ1tezS0vuKH6emUuIzJUnuEOPdbrLu317okz0ykelMhgDZIzUU6bQNF5ZKe+1BIi7KCWx+2ald/t92whEsgfzVoy21Ptxi+HFnYDbNWT4GYcHPzqxT+8UCNbTy1r2rWOvqOyHtxeTgaDgzja20x69UfeYkTVxRmv2qalQrhHN5g0LMmhDH5QVPaIVOSQfByTMfCpEYbsqVrq0xSWziy0+8ygsBFa99ZOMlGHlsxVG+++1o5GKFmNALr3PY2SJsniNTETroZbysI0XIuMZTHJKv/WWogvVFaUS6ENCsvVe19hifkjHSgPnqTjsK86LlQljlZnPW5q6J6nQtzXLk4ZVG9if9xy1ZfGHD2iijNAybWLiiJ6ZBtb0VKJkIp22VHi/TEb9aOmLGYO4vK6FYiScVRPJ7ws0NbRdYG9vRU4NYTkzgoxfSxaGHp2gpmnEiC6lDI+/n6xva4EuS/I+Yu+vgJV1o1OQRQrxySoM2Q0NNnTsMGNJ4oTERamoBXYUsgohukeRKDux57CP10kr1iHRFn2iv9lLBcDY0gz3AcWDahxmW3YEsgekwswuJdKNl4BbSUM5PpT77wEM/wzNASV6bxLfTAXTbKrRkqzfKxzTU0vxGLZAeeIknaKhbbjep/U0cbOZ4kse4+effpPHvWvxy7/y/tO+hAmO8mEucwULyrT0THEcsQzQ9sv22KyFYmILzIpEq4nzzJkTOE/gHmrOUXOGmkbHhbPJgZlGdjSwyBWiFkgqlSFTqz0wzhF2iexKpBHhnAQWATaISzDwxdv6SVEylZgEoNfMGW2IqsP4oTKCqhBNerHAU/nzrrCxRzEJ+xrZ0FFhUyyCwsw1k8F/p9IKvOeWxEqKV7GxWVfpOSSxBHqFPgtN3UNWQt1T1S1V3bF/cEIMymyWubjXEUVZAuelYYY5whw5c3OP6EU14awa03dOJG0t3nhgtIAmJnvw19cIMNaPFcY+1+68Y2+nJQao60QVOhZeorPe5kjLKvIGHeoFoyeN3Q0drfJUBynP6GKDSzUKzHAgodRiGduChoiwR+ReiURVzmhkISYhIduEjBB6FjMb1RVQvxfZyTZOGNuqBPjt2Xq32/Eikaijd02Nze0sgbPkwUHMDCJL+T6uzR19VIs5QsLIRht6lxUptXfkizYUoME+G41nnisvxK6k9yqGbRiq4RN4Z+Bmg+KPiMjPicinbH9TRF4lIr8KvOnJX9rdhS/6fR932pcwYQv5IX/rwNrcHiOVGAkLRVNXMsey6Oyo7bTvGeYyZJ5LxbOYcQ9z5hqpCZzRBvEAM881+z48FkyaUHpG5mBjht4LFS4KLILQBAjZ9HsR5YgyMNj+v8Z1cwLH0g8LdIYtEooFMVSotPTYvLGq3h8D9miMHYsZAlgJ1YL4jjZ2n3Sb5m9ly00wr9ci2+iBvYX15ZrFhsXOhqrK1LOO2U7Pzk6Lxo5NJ1RBOAiZ6MzRfSoWCKaLMwnHifRsxMqQJ9ITdMx4gWHVt1J1ET6Iz3Y0Ru9ZGnYxv9Z5s6ZprCvbd7b1OVEnnIjPUsQcb9LWsjxOQrR/91vvk4qRlJU9ky+/2WM3rdZSE7BSZ+Uly8a3ZRl4UC3ri0EhKg1KHTJRMn22FHBRKXsykmlsZuTDB5DyMkNhXNt11P6bJSgKRrTqy0YQyxKLl2z53KxJw6bA7OGKsb3paRfUbAYurlUngs+KtF8anYBWkvw9a62F3vvYVp4ejQ/uBNxU+VRVf01EvhH4cRF50daPrgJf9kw0DP/HP/H2076ECYVt8BD4zhrbPRcN3nZPyuzQMknE9rVq9mRF83fBxRfPqzMaMl3OPKuv2TjTEIUjablfd/iQGC29ckF+KX/tYEvTgjLlEVoih5o5L4mTtmKD0gS4nIVA5gTlSHonKRhVHrUeVkDNZsvrZ90WTSj5M2zVynFzAieaqRUO1MqvSZSokZqeKJEr2MQIM68eM4Ny7wg6kCG6VEpqkLJSVW64psLumROuXTrg8uU5O7srPnxpj40mkECboy/Ylpnuu/6zBk7IPFt3eI8cY3MWZ1xiY3KXrRSolE9tebYNRMlOyrZlAZzZydRVGHSfISh1KGOW/Hsy3qsSerQ06ChWgDb2qRiFJ0yTF4lUWJ+wzHQMrgk1UheDtGFGebxZ1QWUe0NkRytWCrOcqWJAAkhUNxVXqtiRNNrvq9DraGZf3urFr9XftoAOmlXrDxZz/DJLNDLHSvb9EJDCQMwqZWozybceqvjx7HNi78QiexKMwVxp5SGyvBqmX+zJnNAN5gS9jOcpmXnZhN4JuOngrKpvVtWXYKXUzwdeoqoXVPWf3bKru4vw4pdONm+njhsC4rZwv9hg2aIgQxmzZJLFHST4zxErXYqODL+LEWKV2K0T85h9IodyLxXPYcbH6C4NgR21Upl4eRaUGWXaOsxQnhUze5LZk0SiR0ImhZ5arLe1j5VPW0mowIYe8YyhE2VOZaQTD4RFY1Y8XUthbOYL8IzIrhNzStazqxUr7WgxVuIOgZkXXING763aXENfc+lJnJivDy2Z2okmoerZ3V+zs39CSrCzu2Y+70k5Ute24B/20QkXwb1OrZwcgY/4LPlM5iJz9mloNbPQOLyO26/x2DOV4d9GarLgVInSdkLXBUKAvo9s2oo+i+sbnW0qOvQry8EDWH8ZPBjgryN2HwQvY7p4YXsx11KKh0jl99/GTu1KTSRwQiaFTK+BjcKZIGxyRR2gjiYhEVHms8xsltgPpX8amBOpCilsq5c4XJv/c0PxuVXvXUefiuH+pyXYD7mg+t0vzYNSJSgBywhfG5JloAQ2komebYu/v2dqLQizN/TNi5RKTE8Ss9UzjeXI8d1+PqeNJ5WxisgB8CL/88JbcUF3K65cXp72JUy4YadZWIDls2aLpxZKBaVforLtV+nBxHfnu9RUKtxHZCZKzhCDMG9MXb8gsPKjlWxnn5oXs+ACDR2JhWcuCWWHnh1ROhH2YmYW4GVnMjuLxIXdlt15IgZYYq4gKzIrMhvRIfBFRrs6I4konZiPT+ccyugLsWKm2Mf03gfqqMUG5a7pfTajBdNdH3JcZhuW0lrp9yRMnxcEVsGmXfRasdmApkjfZzarGeRI30eCZHKGD1xZcGVZmxm3hoFkE7F+U0RYUFF7v2yjrWdXFde0N/KK/2kwp56kYzlxFPFHJxUpvUITk5dOEzH2iARiUM5W42xNe5+ELbOD8Y2k5ohu2ycvgUYNRLXfj0Oh7XqP0SIp8e0FjQbvXVtgO0NNypEDjVQoba/sSiYloa469nfWLJo1uztrdmYdiypzhnKMQBmJto0ymaWUeGv/riCIDwdNZCq168mqw2ZPh88FrvM0KdKG9JBIpQLitnZFFFJsDKtsz7f3rVoxoe9R1j7j84QOlTz0OAUBKVrIO6OAetPsUxH5U8Dr/ct3AveLyBXgT6rqP7oVF3c34eSkfewHTXhK8XAbz9LSF3AtVnFa0SF7UKynFQjsYKLyI5TzKPfsmevjvBb6vmOxqfhAMv1d2UXvIFx2Z5iNM+sisCDRVMp9B0skKBKUg16YzTrOirDTJC5d2+Vqa4tlD0Qfl4SYWXcQk0/g8xh7lJUYA7KW7NrG5M+vTIkvz9gymGM6FlpRiQWe1s5EpdBIHAJVjfu+KkP51hiUSu3LaYeCBGbzNRKVGJVmvuHalT1iBUdHO8zrDD0cqdJpGIINfn9qL4juUrNBucCCd3FE0sxcxp5epTJIbOaEYUEXXC+n5uO5h7ATE1XVoyqoBlAz8hNRVv3ob6r+Rskylkdt0DLDeaqtUihY9t2pUov1HaMXHIuJQiGqVMigBx07czZ26llezkwBdkMm9RUSMvO6J1YtVVNTxZbj1S6bVO7WtoG3lY63dbUFHZkFgdqlN2VO4g6Vl0vNoKG8noiVa5Mfb0P2/vu2Q4+dN6kOI8DKXUTE+6UmGiqblKhCG2xb1UrPBnMTKoOphh7p1j27E3Cz4v0/CHwp8ArXJZbvvxx4QESunWZfUUS+BgvU5wFU9Q23+5wvetF54H23+zQTHgvebCkZ4PZGt5SBBvKI/28g1jAKjq3kWZHVSo/PirC/o5zdX1teFZTzuaPt9nl+iPy3zsYKPdf3u8ckzhM5J5a9zLAMcLfpkNDx/Ode5aNX9vmYew6pq46PXt4npYoqbtjZT3BlBwVOJFOJ9XsqPFh7vS4x+l9aBmnPpJRQOycTGaFC6TSziznw1AQqjXQyylRUxOfq2eIbPZfufIhy0ox68EDsOSYqJMLVqwfcc+81uta8W2bznmtXzlAH4WyTeP/SBuaajAQalORBZkPiDHM+zIYjOs6K9Rnv0YYgkctqVZhelMpagZSJEDaFw1632qeCZKAKEKIQo1pQ7wOqgVVnOVZFJLExMpGMg4qNKGKTSkpZL3oQCVg5VYFGhIzNwOxUQKx3W0gkC2pj98KQnVU6js4q46dmIhz3kV2x92IvPecvnNAcNfQhsm4DO7NEWtq9a8Q2L8XmrqCEqFL+b1H2KGbm9p7eeDk/+vvIyGc+BKt8LrSwTe3538huRWCj6mxc/4Za4XVJzw5x2AKsyfSq3v8WVPphIxMBEWOuiqWfg+vSaeNm89VPV9XP3w6IAKr6NlX9fOA1T/7Sbg4i8jrgnar6Rg+GLxaRL7nd5710+eR2n2LCE0CJhUlcjO3BbxgvhJdWCzGT67OOxokNttvOkIWQlLaLbDaJlJTjdcP+LPGBlLhIYIlyDXODOaChRTkjpj3MIrz43kPO7a25cM+Kcxeu8cmf+A4uPvsyB+eOeNlL38+zLl7h/NljdqvMngT2qJj7Dr7MsIsE8+4UI9n06CAoTy4o7yUN5ajKn0unMJOaI+m9F+p9Su/9DM+ZYhwtHlytZNkNOdqohVyT7fmuQXPg+GgHRNgs52iuOD6ac3hcsdxULI2FzzEWajaUQc8wBzov5d5HAwov0l0+HDbsqAyv2Z4zGxu1DHpPKwqtIzDqE2aICcmzB8TOFt+ULGdeo8zAy4RG2anVXF+MDCMDM7dkk2NgtAzaDBCg0eg9Rysj9moZLZS5jmPXTrAy+gxlQWYvwG4O7EebDbkz66miM0WDcHw4Y2cnkVJgjo3eKkF7KKHesOkrBgSVZ/H2vpHh9Uyat7K0MVMrffeiei0azuuzNxlkJ+WeV/6ZqQhUUjxzs99VmyWaxL5eO3s1l/crJqFRbBP2kP7HKeFmg+KvPsbP33KTx70VeK2qvnHr6zcBX3m7T5rvFOXphIdAh79tGSgvVfnQl4/i0GPx3XJUKz0+hxm7IdM0yqxJnDuTCJLZm7fM5xvuqeA99J6BKTuYfVqDsMrQkDmYZZabyIV7rtHM1zSLFVIldhYn7J45ocvChYuHvOD5V1g0mZmYMN3ssmSYvGEWYzYlYu1LWKErpFLORFxLZn2hhDIn0GrHxTwzfSWBPWpqAgdasxjyrRIEwnDP1mrU/N5lH70oJ/SoWCl100fzPs0VXTsjSKLdRKqqo+1r1n0NBDaeuZSstmTn5omaOJKOMki4JnBOKxDlY3SPXQ0uJ8BJOqZznOk4EWTmRBQBTvqKEOwVbWbZMscQOVnXQ/bTYuzXuVZDH7DMzxycfdhaJFVpPOurMTei6CX2MmIqCjRUNN5TNElEcEbvaNo+C3Bm1rPb9KDC3rwlRpPFXLu2S87KcRc42dhczTKCKgO1BGeX+nvXd3TlOotJeUfvIXl0vpmJBf+5d/VKP3HoiPrGqjgGD2HKP0TZ+7qjttfO2pPZaKYf3kXehhAlkejEOL5JthmnRcqRfSPyWJ/kpwa3q7N5dfuLp8ok3Mu3N+Iy8Orbfe5XfvrzbvcpJjxBXPcZk3EnXUpD5TGZPOyUTYRhPo6WFUCPUNXK/ryl64XDk5qr13ap6p66sqzt3hDYJ3jJzP4NkT0gRdibrdnf6zk8MQrE/tkldZMIMVFVynzW0XZG5JnVHTuNhcMoYqU8ZXuJ8sxEhrKfP0XPDiNRbNlaS5lkmN1vteeS2NJ15GKEsjgGhcbF/L0HUyvbhsHcek1PGax7LC0bEocaOFnNWC5nbFYL2s2c5ckctGJew7Wl0LlbzgmWjfRsMX+BPSr2tKEhcsiGEzqeo3uIRo5pmVNxrIkZRvuHQqSSrecf3AEn0IRMiImuE9pNRcpC21UkFTqEE3oj17hZQ+0l5TJWqcgPIuIm6oUw4zpFjRYgh8KqlV4j4kOiBXG/0aDbZuWwL1BJJgSTdjQxk3LF8TqybitWm4YY4cXPvgo5sGjSoClUL2XbKzpmamVDB8XXNNBQeXnc3hNJsxnAe+l1nPXhekoK4caqDsXQYBslmJb3TXRnpppAcP3k2jPFhmKXYYYT5VgdgJvQG3nI7np928LRE8PNXsWbbpyQUeDff8cN337dTZ7nieI8FgS3cRVARM7ezhO/731Xb+fhJzwRbH2Qt+3cyo+MsVh6JttDpsrvQOuFqJnaaKc+KSfrAGpjlGaznjMHloddaBIXQ6AROCdwgtmy7QCdBM41GRHYWSx52Us/yP6ZQw4f3GXv3AnNXkuIHTtnTtg/s2a1nEGAZW9BZDYsPHLDs3jIUx0e02pC1Mt9Gtyw2kXaoszUepSWtUR3MbHQ2TpZqJAwMrCkeIPmgZjUYsNulyRWGjhZ1Rwdzjm6tsO1qwe0mxmXrhxwvKxZi03bWFM0haX3aUQhIzYENtITUeZSc5E5kNlVM1VXFc74sKED5iy2JPTiwWrm8o1GlDbjRt4VIkrXVxydVKyzsXHLiC6w0mh1HYHFfUEVlzGYzKZSt+xTy/pEA3MNqD+uTM4s5uTi908wKU4GapRZyBwsepoqU1dmk7begFQd9108ZGfnhBh6TjY1Fy8esXSPnJaeOdXwLjB5xbZd29ivs9c70XjVIJNoxDLgYlZeUbyQRnJM+Ww89DMxFltLIb2Es4pCODID/plfUeufriU+h1EsExXMPaeIQkpGXj2EU3s6uFn26buBsyIPqyyxfuz4s+1P8+3G2Yf5XgmS53loBvtabBAyL3jBC57Uia9dm9indyL0hn8LbPkz2jdKdmilKAsze67kWomNGqpCz6wJ1E2i7yrqKpG6SLupqRGu9QohczXbYFXFsqF7YmLTKRfu2VDXGz78kXN0bc1zPuU3EfcWbc4ck1Yz+q7izLlDTo73uLDb8/5r1cDU3O57QpEUlCU8DySQ0kf0mQO+s7dnV4tQq1HjL2jDeqDci5ffgpuW273YeAmtQYbhtsPEBBF6Etek40Nac37TcHi0S7mbEhKbNnLtuOZIA0dkZ7RaUCqLawCOyKxJ7GljpW0V3svapldgHMszVJxo5pieLK331bYMBtxBJmBTSNYCfbZRVpsuomqs3bLh2SGwxMrEuxpYi4VI0x/6vRbrXaLQasdZZpgYRggKc4l0mtiRimMPJRG3RtPST8Q1sbDv77MmmmmA0LO7gKQNiWBjorJwdLLg7G7Lcrngape5sqmJYq9nMQQvBubbHqVs/d2SWNDQOVvUxP12Tb2zk8uGqvjYJN8GyVYA3EZgHCdVsjp7Z40kmXJNDZFD2bCUDgisZLN1HGeAu/NSmbZxZ4TEm88U3wm8WFXjw/wJ/mf4GvjxW3jNj4arOON0C+XrGzNIVPUNqvpKVX3lxYsXn9SJr13dPPaDJpwOVC242LpgJaKtVeHhP/yJBJzRmlaVTW9zK9arhvl8hYpyuGyomw2/dRJskrsK+1ImCQg1yrEqGs0Bp5n33HvPFe571lUuXzrHtSt7zA5OIJsvS4xKUqjrnuOVmS43VCzU9vSFGFQ6fwoeOAr9X6wfquJkC+s49mJi6UN6VpJICpfd5rkv3R2x+1QC1cmQa+ShXFoCRhL143Wsg80K/DDK4cmM1XKOiHDp8i4nq4aTFLecUoxs0eETL1Cu0XPoQ6FMl5mYA89lxq5GRJV7dZdObShwJLOvjZshhMHabTFwZbExtzly+XjO8WpO21Vs2sgqVWx8Qbd+mZU7e7L3AMN1wUKcaFV5rzJhBgdl+kSl2DQOjVYideZr7ZmSqrLwrNGyN88ao2V+sQrGTK4TO/MNi9jzwQd3mc0SB2evsc6JnUq5t7GycxmCHNje/IzYnqdY+XMsRfdiRd8Ogbs4PBWu9Si36cWPJeW4pf+rlLmR5jPrOkisv1v6xRvpOaEjEJhr5daCdrCs47WWySBls3pn0GxuPlP8U6r6rifw+L95k+d5orjMQ7PFswCqevV2nviFLzpzOw8/4UmgLBbhhlLqNmzs0rhAZGxSwdL35m2GKgopC8vVLn1KzGq4dDQnE9AIR8nIMRXKEmFFZlfhWVWiVctarh3ucvHZD7K3d8Rir+Pk6h7znSWpV3IvkCM5B5poC24hNRRz704zlcShhGV+pka82KP2uXnWB1vS00hthBw39SZZ6QpVuvI9EaLagolmArUvcsYQvSobt+jyiQ+eW6jYQn2NlnuoOFzNyArzdcNm3XCyCVxSK1WuMTlAYbCq2AbA+l81iZ6NKAdqnagjP/85ZnxUNxxQsZaeMvRo5pq7YodWZmSsUBaY8bisbQLFshNmAdbZjtsBx55xGbkmsvblvizNsrVULxR2XGpjEyLNsN2y80gUyzxPNNOI9WNnnieuUKITt+ryOyLEysZpiQibBO2mYrab2FtsOLd/wjvf8yyOOmFvr2UD3COJK2obB5tryODVCyUQWvCzvqC9Sp2YYF9J5oKEEWlGUwsLlp33kC0L3VaAjuewgG/Wcb1vcxIVFTYncSkJNNNQuy7RSqfd0MTYbgD4sbUY8o9es6eNm7qKG6UYt/rxNwtVfRs3lEixTPHNt/vc681EP71j4J+8Yccv7maj108V2N6a6tbvlZ+VD25CqSrYrG0ihJKoQ+bStTmhF85VynmMmJGwwcBgpb7L2nI5QZcjbYK9vRP29ltiEwmzxGJvTWwgNkq3adAcODmeu2m2eBEXkxagXqYqWU4YymLGhoyjh6uXPVUzUccRsimOgbD8Z0442e3KAms6ZphB+iEbdtV8X5f0tCG7yNuykLVYCfUyifcluLKquXo042QTuZqsx7ei41gSS+m5Jh0bSWww04EcIIcMEthVCzxrz1Y3/oKcdauAM1pzRmeAsTrLgOJFbkhqmj/BdJArjNBxbV2R+sBhGznC5BhFn1fKiCt61z0OS7XfLStTdtiIrgU257JkXkHMTdQK1GPmVvtrAJnaNxZluO9+zFSV/Y4ig35yf6/j8vGMvo9cXdU8//kf5p79NeujBW0fuJZtYog5xowByl6x6y0Li8dpyQZFykSQUZrUSd7iG/tnQPJAsCmEtMEcQMbjlXLnYvDpGSsWkUhyBeoJHV0oJg/jJ2/sVheKl0+SuZHVc0p4zKAoIn/yiR70Zn7nFuINN+gSX8PovHPb8K9/6b23+xQTniC297rb5VLgxk3w0HkrDFX1UlMnyokTVTa9iQKWJzOuHi+o6o5YB1Y58N7ktmuUkU/W9zsTIueajma+od/UHC53+fD7zxNDol83tKs52llxTVVIqaLrAydtQymRVh7sFB0mFwy9KyyjnGttZBPK0OLgg2yNKFLE2pFgBgZB6YNR5YvWr0xAb4hcdjGHiPmvXmJt0+a3epytKEs6NCjX6DghcylHLnU1V1PFMcoleg6lZyVWug0Ca7GybIeyInHNc54Tz4IaIkv/G2yaxn3MOK9zLuiMA61RjA06p2IH4YzWrsnLFMuyJbBWYUVkSeCaL/Jrtxnbk4biQmO1gWI3ZiXooTQoiTk2TcTIQmMwKVSRwlyFsTLRY+5BQpkjqKyzcNJCrKw8XVUJkZ7VquLecyf85tUdzu+t+Oi1XU66YGYR2vvrnek0+/Xa8SLjuLPinGNC/uBDjZPNLhQdvXOHiskoi1HK/NFHL2MK+AzPIqdJ9GobjNazQjMah12nF20GvvB48HIFgtD45q+5QzLFx1M+/UofB/VEwvhXAt93c5f05KCqXysiX+OB8X7gHTfoFm8LPve/exH/5e2/frtPM+GxoA/98mGZXg9TQy2PLZZepguzDPBKJ1TSsOgyVbClI3U171tFrqpyQM0x2TWE1vPZoyJp4r1dw8uWym9tAp/9vPdyfLjD6qQh55qqUdqThm5Vk3NkeVQjIsxqZd2P0zQiwq42NJJxl7dhUY4+/LYYY5dnXLR3azaYrVcyk3OfelARiGL2cYnETCtaEof0RIS2bAjcENwm0o/kjoSZV6/paSXRamZJIGMWYhusd9iirEOizzYeKSB0LvRe+0DbtfamGfQy5T7RXw8bbLyDaeuKpCCqTXFIwI5WQ/GzKX1PlBU28WTty35G2JBYkyybV0FkNMUOKsMiV4KLYtrE4gNbCCWlRImTgYyQFAaWbiCyoeccM07I7qBjAXQelcNlRR17RCqqCkJMaK64/8IhOVd0bcN8numWDU2oUUk2qcOJURkdhmiXfmfJ4IuuFRWSJFoVKnrLJsUmwVjJ2d4xxR1om8j1cCh+peVz0kkyNjbmc1rM3QXzTl3TeaUjQBgN6Qp3leHx4v++MzLFxxMUXwG8zf/9eK/6qWKbPvzJVb/hqT7nhz587ak+5YTHicf1ZlT/cOo4b7EmQFAOU+aAwFEHi1BzeRWY1XC1g6iRHTIrz3qsP9VR+yJBlXjuPJPbmosXl2zammax5ujKAQfnj9E+cHK8S5DE6mRO1zekBOtNoPJyV5l9J17amnlGWg85g11/YREqhUAClYxWapYVQkW1xWIU194Zo7TyEvNlae3cBFbY7Dtx8f4w4kctI15imeA17TBPGNem+cNmiJUznUEZhsy09zFCoAGWqR8yrh0PbhXqkzssrM0IrFRoJTPTONybGmEfG4llFncJG70VzW6MzAorEZ6QvVcb2PgVieTB/SVhrNMyZaKUJzdOyBnfMmPmVRN9YLEt+a1kdtXGK+3Q0NNjg6bgpIvsVObTU4Vsr3eC1apmtttxZVnRbmY8776rfGATWXUm+Si2A7336CrMh1URNloGRPtGSnweqIoJ5zXSilUZSnZcSryFIJNkWwn7UBT2rhFyevZozIvXNw6CsMKM11faE4Oxt4+l265JAxbMrawf3FJQBieg08bjCYqvwcgqVx/vWCgR+dEnc1F3I97/3sPTvoQJD4Ptj9ljB8fxk2t+kLDRnjU9V7Ge19W10Ao8uIG52IL4Pnr2MPPtzpeaExJzavo+ctgpZ84s2Z9vSDnSbWZcuPfDrJZzZjZagNVyh64LtJsZbSe0agtVmVqQiazV3ULFJr/j2cuMMixYr3smAdhoJkpkYzQabDJ8cZTxXb5kopoLTyWwInOOGR9kxZKeKMUk+qE5dwAjzYiCRDaa3TDari1KIIktgkkAtcC4ljQwfGt/fAh+bSp0qiyIg7k1ZHovGfeqLNzfxjw4bVpJ8IynyCZ64BIbygisNlgPceFl2UKu6rDnX3sgFh2n0q9tt2TSC2eVlp8V+kiDcEQxUbCAlBR6wbPSDee0piNzTQPnJCBZWXeJKkBVg/TCPAh1CBwen+HMzgltFqqgXMrKVXou07k1ngx9v+hl34boE1LC8AYQGY0pbIhwyXTt+kVG9m3vW6obYtf1nw4xGzt7v7m6VH0KB4FOEgmbxVlL4JiOFb33sHnElkXAtZ53S6ZYAqGInNkS7L9NVd/9KL9223t4dxo+/hPv461vvXTalzHhYTAy3h7CpRkWOBhnKZaxP6gORIKWzGVMvnCsRrg41MyxZy8uI3drLXyKg/LRnLi4qVivZzx4pMSYqJvMRz58L/fed4W2jXTrmuXJnNQ3rDfRdWvimZoY4URtZNOC6FZa2RmpcShdlfJXKTsmz8w2JCoKcSUMWVz0nKGI6OcEOlrW2xPSnRQTxCy7tmtshTUYPNB2XiAc76c9vnJ2bLHVs2ki45BZwRidqRAS1bqmG/ARV8oCs2XbJdKQ2NHg5FsheuZnWjc3P8cCQvT7sMZJJGrhdebPfvR0tXFUc2yqvKr1xhZSZkwI1+jYofLJI6M9WrslhshDZplJYs43C3+NDulZ0HDcARrYbUz0sl4LnUIImUorNmtYhRmEwIcu79H4pkXJoFBkGSZ4t2pByZZLX3sgtogFeZWMqJV3g2z3DtXfFWUCySgduXETKZTsU2mdTFOLyVDMw9QcmCzIOpFq27h8eO+UkrUMJdm7ckqGql4DfgJARF7kkzKUhwmQz8RBw01Tn/YlTLgBj8KrAcad6cg6LLtoSieEIJGN9GxUaAk86EG0Q4aFbk7F2vt1Cyo+IisWGliTuI/IscKLiNRZODmZ0x82zOo1+3sr0IrVck7X1rSbiGrN4UnNyuPP2jtFNl/Qe2pkJBgjtSXRUIYXjb2wQrovzFKbQlBgq5P6Ig5CJUJLC2rluSXm45mBPqh7Vl6P7HcrMdqbldFG0e/s9pQG0GFKvNuKX3dFO2pTDWceWhdYxldjjNQdrKO140e3OYj26vWeVVcIa1wvh5F5WjJdsLMEEWp1komM2ZFZ+wV6Vc/4hT0a19xlGhL7vvUwYo2xXLdZlUXKYJsOoadDRVlp4iyBzjc4RxrYJVFXynIthKg0NZwsA1fWgf15z9lZy/J4zjpFZsCSTBKog1UNwnBe28SJ2h21/mBgJtHNuI1tnNWkGKX/OdqUj6xSKB48+hB7t/I4wDeN7qrq2snO70nv5KueTJbMhrFfuX0c0dEwY6Q03Rlh8aZ0iq5RfBeAiHyaiLwCuAK8RVWfkXXEM+ea076ECY/wmTI92ciyQ7bkGlhwKR6S5nlpvbWqUBEEKjWNl/VzZPCAnLs51RojnBS/x43vpFcEzmnkP10OfFLcoLoAzZzZS3zoQxdYLRtisCCy2jQslzVX1xUdpnGzHlFFBuYaWYmxH5OOpPbRuLksK/b/5D+PIoOLTCkvlrmMCQuWvWeBrWQaKiCZo42MtP7txW2bJ2g6uEJUGYkYJZNdaOZYLHz2nhUU39YSwO15ZHZ0dJQpGc8MK+3WKNdIYzAc2JKDMMBJLtBJkbEkWkleMnbGrhS3UgvkooKq3ce5B9gdrPwaNBAwN585gTXKPvhsQDt/P9x/Z/diJXHLoDM5KB/IHc8mcqDKXIUzM2HTR0RhkzMzVdocSHVLL/Duj+yzCLCIyrKPzFDmVGxSporKXNxWTovhgAW8Mtw3q71osnWPy3tD/blHivSiuNgw/Cyojr3jAn8DbERJmvyu23uoEYbpKzVWHu8Yp9Bcf4zyHbv3ZZNReuKnjZseMlzgGsRfAxCRLxaRPwT8iKr+xJM99t2Ef/nP33XalzDhYdJB0/EVbZW7cijDTELVkbVZRuLU1ER8zpyaNKDdWtB7etZesux83117AfXQ2Y1zInM/YkyBRZU5Wu0gsmZ30fHBj57nYLFheTKnbRtCTGw2FUetzV9cMQ5CPiINfbeoUNLEzUBcKQNyPdDIWELNnsGWwJm9tDhyAMcyZvagvyQRvAxW+kE3lqC3NXE91osc7NGGew+7QK82qLfDCCjlOpQSEOOQcWnZsWimp8w+tJ5hInOBCjMOC0OvsGfU5kEpA1pALyO1rIzqGZK6TZ4UvV/JkayHuEf0jGucQFJJYOVZ5AozSi9C+OwbonL/jLxio546sYy2EmGdzbFnj8CVNjAPEFTZaMVRa1lsIxVX18q5JnOlFQ6ivUqRTFBYiDvrqFWmKg3+Gtj7DmABrKQQaOwVUxFaVddZjh+UwevU49FQQ5CH/TgNj2muK8O7wbjYm6UlO+FpbE0UFPPP7fHHwvY80NPHkw6KInIAfBkmw3gFT4FQ/k7Eiz/2Am9964OnfRkTHENv3wPiKF83uOubP9b9PlXcQLnYaRU2YuaKrNmhBoUjaXm27lCO0GNGz+DDb1VYSSKqcB8zTlSpUiD3gQcPdwlhxTsfbDhbL4gErjqb9VIbQW3moAVEsyyrMTJN7xSLY+3JrjnLqAf2yODE44t2cSmJvjgVokUhahSHluR79NYXUrw/tL1Qlr9FbJpGCYrBd/7RTbnL1IpCosjADpGdHMlB6aVle7m155BZOAWkwxZu9dehNCVMyxZZDgXC8Sjbi3ePuxBJZkUyfSSZyoOTDVPKBA+ylXo2jYyVAct7hwxQsOxrV2p6tWCZfR5gh9KLBeCxJydDkM4oQUyS0lJxmBMXqGk10JBQVZNMBGGdYZaFqmnROrOXGz7a2ezBuZqOL4lyRuvBOq/BGbhasSu92+hl1rQuN8munbW+qw6ZvPr33brNdT7lMzEKKB6KIv2I2AdMtOSpeO96zJIfAn+xLBsfUVPaF6ePmw6KTrr508DnYZKNNwA/6r3HZxzqqaV4R0GxeYgw9izs30VnZ2WliM+HU/E+ogy72YS6BTTD3xsxqcaC6PT86EJ9W2gjiYbA0s2zP0TLfdRUKlxuAzHAb350h+Mumogb4SqgG4ZFxRZ2C1Q1Rq5JZGaYK8lMAyrZZeHqhJPs3ps+INYzn8y4IShZXIc/Vmwg7kgTMU1fFih+/iploR/La6VnWM5TiTnLzCSinuHtgAuyLX+cI6xUmOeKdSjKuGIcUA3HCn7dlW9GZtj0+tKPW/hjV+Qh2JfNS8l2VUzYPhQMpUzts5Dgij1/Hwi9ljHGY9l5z1/T4gwUCRzSUWFsWsTu48YzxHKvC5tVGMvvJeM+lJaLzDgk22uqkV5tUyXZMqVLrRC0JnY25qPKFUGNPVphsgVTPfqzk/KKZHoVI/WIWbqdqNU21If8JrHM1LmnlHJ7Ai9z6vDvh0XZJGmRc9j9sw3W1vvOZTYPKb9uHej6XrPQYRs2VWPFniaeUFAUkVcBX4plhe/AAuFXPkEf1Kcl7rt3/7QvYcI2tLD0ygfPUFh2JTiWsTejxivg1qBD5jIjcCQde9S0mtnX6NlW9jKS+KJrOdcqZHcXCcwUlii1Bq70gSjKRgsZxHwyVxjDc+7BtpAPWt+R73l5KqJu8g2VWq8Qf8yGQqLYoq+ILcgt2z01Q1m4g4wG6IWcU5ZZ2SqbDuVTvb58WkqvIKw10VB7xmiM0tLtOkNNUOEKkLPdqUpsaQ/iM/ywMmynRgxaaGX6ST/H2Ksc7ca2s/UWpXW2Y09255yxbBy951b6f9ZLLqVnhuBnJBqTi1Qa6AV63wx1kkE9mEhmI+qldQuKxgINQ3Wi9YKqoFQSOJHEjlqZVrOFBivdm7RiXtlzz1k4bq1Pq1GRZIznqBUbMkE8k1V7Tfa8B/5h2VARqdTeExt3LBrrCqXcauFQ/FrTcI8fOjbqOoidr9xXKS+BllK6bQ/C1hnL++i6Sg0ythaHTdvpB0R4HEFRRD4V+EOM0+t/FHjFo/mZisgXP9N6ipceXJ72JUzYwjhjriyBIwoJpHwYi2C9ZFTBH6xAr1YGnVOZybPCeWbMKHMXLVNpgE5kKFdu3FvziMCeZloiLaCqHHlAWpI5cS/QLLDQyEyN8r+jkZpiF1fm5ok7wsCJd9w22GKeBWcblrJosRYzFqB9bSzWonUT36Ebe/C6cIHI2A/aZgW6//Z1i1wis6bnQMtoJXUfUGVXbEDvBhtyvKfKXCOH0tKTmIllt3Oi9ec0eO/WTAFmPnOiR1hgBJfs97tkZ8HPVe55J6WPaiXhzjcTo+NPER2I9wHVdZ8lW1b3fjUS0on/1lqzlYtlNCdQbGJIKQpbpltkBurbLSuBJrVpJSu190XJLK0vaufSFOiSMKfnwjyR+kybC5HIpEJBzXLOVZW+ObB+54G/f94nJ1Zu1TT0TrthM6jek1VKzzn5Zurx6OdLFph0vK/JqxXqV5RLd1Wu/73yZdm8ZQpVp6LWwIffd8h9zzt47Iu4jXg8ZnNvw+zSvlRVz6vqn36MgPgi4C/fqgu8W/B5n3//aV/CBEcJd6WVb0XOsc9Ye6GzUiPIlDmCwf9YaUx9B28fkQOtERX2XeK9YjTlBusjqQ8DLsq2LLYY9pg5+BV6lh5grknP1bBhKYmV7+ZXkthIcnlHR0ti33fylvHlYXGr1fb5JZsdymMUhqwxYDv/U9xKyrI1MjxLqbFIUYqgmq1F6/pdfkHJKMt9UzGCRXGF2RWlJhOxbHuPwL3U1MCuRoIKbU6e1VvPsBiNF9eWcX6fYVufVziTo4+MZYlFk9iL04vEtz8KDOU52yQkMrUGZmpBwt4bOgTaTswKLonzm8QyxCSZTpKXWO1ulHtV5gIW0+4iFymCjix2zUUyYue117BXoVcr9zYaUckcZaUYDSg2jHeuJtivMXN0C72F+KWW4fruJW1tdrZ7uZYdyrBBLAStR/xQ3fDvslkyalHZbujQo94+1/avjr3gPHxGz5yt+Ss/8LmnHhDh8ZVP34Zlh2e3xPswPtcb7+OLsSD6jMJ//a9XT/sSJjiGUh/AELSKNZYMC2RFGBbkkokJZowc/TFKplHz8uwxl5Xad/ULAodeQu0o/SpfnN2GzPw9M8GnwneYyXgbEuY0YqbbHTrQ4HtVWgL7VOx4yW/XQ+3Sn1npMW2ALKZc6zQNfbZWTEDdSjKbNrwfyXbpsTAGS38Iv2Ol//bQ8unWjR1+UDIeE78bGiCIUgeQpLTuGNOROEfFIeKmA4E2W8kwUGb5KdFN0Mv4KqXYrNnCu2ac5lCW+5bEWpIHHJvzWCQBmcJCtceLFElKkeEEcGlJ6R9XUghKI4mqGHFn8vDaDaFGQIc+Nv47LqjXwli177SSXe5RdH7ilQGrBvSqLDdWare+slnlzTyEBSJZTYCy3YveIXKMcJaaa9rSB/GNQGF8FvKYetncKgkBc+F5vE5rpUQ983dKTbAMWsfMfestYu8r9c2pCGfnM/70/+cV/Pmv/x2P74RPIR5PUHyzqj6hIcEicuEmr+euxWbZnvYlTHBsf64H6y3sQx+GZWEMDGUZCzg5xz/FQaHJlkkGhF2URiz4VWq77D0iK0ZXkNoXnNJJEs9SNvQusvfpFJ7JmZWbBaE9aiodp5CXnfgMO9f76ErYNlKDZlTsGB2uucMF9/SssSkJvWeQFuVGJupY7ivkmbHnuN3De5gkwR6jpRRtWUkVrBdWRhuhECQjIVB7T6zFSoUbAi/QBW/nmDqEoQ9pGU7y+yj+XMwDdU4hhlgHd42St3pQ2WUkhRVaNJyKSTOijqG+UtugNBoHuUvl4c0HcpE1D1lloRklGeUtFSbPKK+53WJF/R5XBDrpKV5Dgpmq96o3BI2S8drrsMZ8Tq9pYIaV6Fe+MYhbm7diMG6larPD6zHXGwnCLjUrTVuZHcNGYpu9W8ZKPa4s0VEx9nFBabT0ba0nHMTZxyXQCvyuV72Av//GL2Fn587WdD8em7eve6IHvZnfudtRzU6/QTzBoPrQ8oV4P6bYYpUAUMqpYKSG6PvcmIVeM7tUbCQxC4mjBPcSORSj8pfddik1xmHigp29k8TMDZmjKJ3mwWcySSmHWoCrPWs1woZldFfJCMnHQQkXqYiY3dih5y9JbJxUZCQPWRBWs2iT7Tl2NjapLIZFmqFbf8by1uh2Uxbw7cxx+5gl++rVstPGl8ekgY3V1jzg4K+BcB8V76flWczpsjII47DF/oQyBNjKhR1l4kV5noFE772w4Blc773F5AzIMZiVd4GRbZyQo5jJtkaKDKNoWRdEn/BhmtaiR7T7ZP/1Xhru0GFzAWMZPmMOP0nwsrr14BDxKSXqQT6TKEZn9pq0wKJMEtHIGdSddbat3YLff6salAx2LE+OPqhZGILpdm3gMXktj1A3T+CblFF6UzqfKta7/uTPuMC3vv4L+fhPuO8xTnJn4RGDooj8RVX9W7fqRLf6eHcaPuMzng/88mlfxjMbJcPzVWEIVsjwNdhiEQmELXKFqOWDlQqqEVU48B6YROXDKXNWIhs15ufzovChtO1mYvLvJT0qVjILGtzZxqzW5hLpsb6hEV8yIlaem6kMfb9KZVhWMyWTKSKGnj0qHvQlutNEJxZogwQn3xiBwky3r789hbkJxaJMh0xpJNbI1vI5qseUhwbGoEW6YAzNpKPlF/hrEKBKmaayzpMmuKaJA6I7AZkv51oSQYvkwWbyJbV+bQk64tezBg5pyRKYaZkeYSXuuQaOSUSx16T8vxhjq/b0AmdpSFIycTtuD65VNd1isW7LW88+UmZPln7aGBzUA28xUogIaxIV1vONOspjzLqubGKs5BxRLxHDbsj0CkGzMZgJXkq1IFp0hmXWZoXQU9PRsVbhqmyYuQVh769VeS2LRvWJZIfbGPum9hxrAi/6uH1+/Jf/CIudu1uf9miZ4muAWxnEbvXx7ii8591XT/sSJjhkKyCaGXKhj7vRN+YME5wmE9Vc+hugyTYBYEniJcz4oGw4h/D8KhBCz6WNcr6Cyzlet1j3GDU/Yc4jvSid9DQKO5hF3Ak9DcGlFniGF2g8QPaeLSyIzAnMsJKjkWds4Q4EVr6cZXxwrWcK6ozUMui1Y1wFy/SHweqOMcgVIXbZ85cwcv2jblg+/R5ngXYwiB5JTRtfxBd42TpmKlEIygURQlJOEGbZDKVPKKbXQq3CSqxcaprE5DMx7L5FhCM2br9nvcnGg88JnT0TcTmAyyeClIzMWLCNj5xSVU4InMeK0gtqip1f8Y1Vf74qPkNx2DD4e4mSWcNMx81ARaD1rCmRBzlN7/kmAp0fPKIco0OwqYFVsqx2gbAnIGrBE0rwHcugNcoJ6mO6TOh/RmuWdD5cWP08sZzdPyviJeItIcbjyR4VXv6Z9/J/fdOr+LTPeN5j/MLdhUcLiiIiP3KLznNja+Jph1e84jmnfQkTtlA++AEGK7dSoCquLtYPM9JMVGFfK3YZB9ZeCy33BGFX4Ch0XO2VGGt2tRqkDUaeUe/rWXZzTMtGrfQXiRzRsu/T8I7ELJI7rMRXwk9xDY3e0TomUVFTDYxMOEPgGtn7Sy4YF5uz2AM4+9Ncah6qNxtIFL4iWm9pnASSyANL90YE7w1th8biihOxUUEoHEtHozPWmOh9lSLzkKljZjHrEcms+kgd4EwHR9gmpELZqPEkVx4cZkQ6J29kX/AF4ZCeSqykvPQSahkgXK6rVkG9/FgyYAuoNgB3x6X1R2xYUHFIyy6N6wUt02sFHwOlpFAmgJgeVf2eZCm92ZF5XNxx7DGBID1ZhSzKip4dmiH/ti2Hy0JQdrFzVqo0VeZSbybbB2TWfo5ikl74m6W8PUe8SpBpNRNEOZJ+KOlnEXOuGQur/toGkGII98j4uE84w/e84ffx8lc891EedffjEYOiqn7+U3khdzve9msfPO1LmOCwHt2oSxsXemXsq9jSV6lljTOC+5XCZeACFQvN7FSJlJU+KM9fwBntuLyKvhDHoTxZnF+W0mJel2koQlYaWIplKRA4ZkPr12LW22WahboPpy3eFmSNYbiLssT6SmVM1JqOJGXauo1FKrMLTYfwMEvc1rcKU7UUD0cKkqEsDmUKwo1BdpuskT0TFho3Rq9JZFpsKkWjSl33VCGRQ2anC2QqTjaWofeI30/L5EQDSzp2qD1DSyzdsCBgPbcPydJnIcLMw4QFPh20nQF7bXufIlGpFZBXXtKcE2klc6/O6QVEg7OB8/VlYfAi5chYLTkjuBm6CEGKI5L4MwpDAV0Y3T17lBk6lJorv/YNsPCM/rC3THmBcFXhrL+ht0vghZBV+smjNbrRgSoNrKQbqiaj4+jYTihTM/IN75fnPGfBv33razl7dvHQ99HTGE/a+3SC4aUf+4wj3N75UBkJBYSt3XFhG44Le9LMjoeJl9AQqgQBDprEWjMvP5t591L44DJQ1z2xrWlE6VSGbLEVCy0rsfCXfAkNYk4zM4Sr3nNUjMnYqpHqy8QF1ET9Z5z0cUTigl/lNT/isgRUsanlg6RDtoy2Hy4glqcOgysJjBnf+ACTcBQvlMQj5w+iVn4u/bOS9RQz7eTElhiVlAJ11XJ2N9NdbTjsA7sB2lyxpqfFXH02vuXYo7asV5UgVvrufBxSRjlHwxFrNiJcZcOOl52TZ3hGJBpLlxtMtpGBmQRUEz2BXQ1co6MGWim60PEeKuPGxaoPZrRezBVQF9CrbUTCdbxmY6GuRZghIIFee/+7DAy2mZGltLoAVkAjnsFrx1xglZWDIQyXqoIOAfoyiWv0bpRQ0bmfaeWbguAlVzOyV6+aFFNvkAr+r7/xKv7nP/sZj/h6PxMwBcVbhPvvP3falzChQIwKbgt1KU7aD4b+EDoEg8rLXXhmdgI8D6VVmKXAwX7Lb60SXY5cqJSUhA9qP3QowXqCRqgoYmgoXMDOu4Un2AfumLxFtnT5hYKoui22LY4r8MG/9vUuNjEjASs3fy5lN5z0URxnxqbRo9+qsP07lI6iDNmHZa0PX1YrmVIp3xmJyPpZrSobv/9zhKywboU27xA3HbMamq5n1TYsUFrMjP2YzD42jiv5vw9JiI6OLCe+pPeY/2vJdPBNQe0ihWJuUIIcCIV61ANzauYEWjGyUU00qYwAqmQ1vWnpL4bhztg2K4kM90bd3aXSiMr4fhNM2nGGhqXYkTq/9opgBBxGfq8Cl1DOiXDNdaezuXKyCSwkg4/WKq4/9v7NtALnCCxV2CdwicRSOhqEE89wSw5ZBhLvHUT+0us+hy//n17+6G+SZximoHiLEOPTumV6V8IYgGUk1GgcXTo5gpE6ogo7BBfmR2oxduFzLpxQIbz/2ox4kNnra3Ya5d1XIs+VyINqgWuDieUV5USSk11GMkRZ7DJG7YeSRVqpLyP0YiF6o5kdsY+lquu+PLissZl6V2k94ynPaUSZYLE9SX0bQ8z0fxhVf8waS2ltu8+ZS5m1cG78QIXNWPld7UXZU9NLnqiZGmwwl5auC+zsJ9adsrdIfOSwJqdIEyBnpQjQzxFYYln7ktKDMweiJabL3KPhGmuuiHURhQBipu5ru5s0mD9tp0pNpJfeNaA1G3oWarSXLDJkuhuBSDJ9IRncIm5NmU+iXm/w4qT3WQNmxN1vBc7iDWqyksBS3JwbSCKs1V7TKEU2IUN2XSFkZ6nOY2JBpolC35st35rM3PPR4O+uisyJKockEj0VNt7psBj4iVBVkb/2TZ/Ll/+pTyXGx2Nm9szEFBRvEX7l377/tC9hwnVMASUKw6T62vOHpNuifaO2LwjsUNGhLFB2JDKvEruxo2mUehmpu5rL64r9vY77msCVTfC+lTqr0WbrRe/NlJJWVViTYjMESlY3cjqtLLfxxdiVXu7iEnyXbx/UCDxIR0f2kiwEKXbO12MIiNuB7Prb84gosxnL8N/B+/SGfV8e/h7tzVaSqVXMD1QzM7CQEoXjZaBuei4dzxECuzNzbTEvU+Uayr1+DzaedReHzH2nwJz4sVWc9OL6wYh5zy4IRI1u1IAL2pUZNqAZzRTGcC2CqBGVSnF9cMiRUePYSSYN2sLsWlYhetvWHIiyO/AEsqqzXcfya6Vj/7aXhGogSWbl1YFKogdtfJhxZkcsW72aYI9MUwX6bEL54jsayRxiG5RjybxUF/wmJ+7sk/mC/+GlfPMPfwF1Xd71Ex4LU1C8RXjeC6YpGXcUBDpVomcCRb5QnFPKSJ+GyAblmI77bIgU86g892DNhw53uW9/zQvPrUEyLzm74T0fOUBEqVTZIXCFTC/KWhLHHsq258IlUTp6itC/THxAMA0aY1/PGKRO7Wckcqjr8MwNJlMVkwAxJaNXDj18PA5sBUTZ/oeOw5a3RdmQebjQW1iXrSi7ahnMHpk10IhwjZ5KGxZkDjtYxADp/9/euwbJdl33fb+1zzn9mNed+8CDD4DkpSxStCmRIEhRtkhRJEBQSmS9ANIsWbYTWaCsRCWrZBO0nYqSlBwENF2KKy6ZgBwrdNGWSUK2Uo5jJ4Bip5KUP4igXfmQfEgRkS1LJEPiYu69M9PT3efslQ9r7e6+gwHua95Yv6q5d7rP6T57d58566y11/ovM3pNUrZ2KkSyl6nAPT73JRI7nhHZJkE10c8AiQkdYzXP2rJhxXs8lt6BFtDtYXq24qHxpLZtW0xoLWupsLPPsWS2lv6C9nl3XHUVoQkdPTFja95z9hsBm09LZoUaURjLvEyjNC+uEBdxt6D0WDp6an65hTPnfS8ztm58RoR/S0tvWtGXmpUkvJhhE2WApZAlUQaqvFBNGQwrvvevvJVf+fPfRX9wsmsFj5IwivvE+XNL198pODTm7YaKx2aoG6MK6Kn3SNTM3TTUwHkRhtWUaSt8++s3qMgs9VrGOfH//N55LpwZ8X9/Y9nWBd2/aKW1VS5xWTExY1fpPNGipbN2RLu8LRVL8iltaUt3i9b75E3Vuq4vikFbZ43SqGqXy7ewlrhniv3iE7J7eykQmPdEV4qc9Evfr+StDjx0uELNhEybLBMWKq5oy3kapqSSGsvaoGM8FZb7mavTNJNxm6gwTMokw1Kt7GR4TSO0Xebr2YrV+1SMmM5uMmpMwzSjTNRqPGtM6L3n2Z6W2ZtcSFuZijKQGjAR7EqL7F0muYhCyQZugbEfT4BKKpIbzaTz3puq8z6VpV9hMYhQMouTJVnNNG4zLcJAKqZqrxh4YtI6FZdyx9095cpEGFUTmlwzTokq203Eighv/9g9/PCvvoflswOC/SGM4j6xHiflMcS9MLHWQOKGqniLO14Uft7DVcsktMoM6sy9r7mMygSpEqOpIFpx52rLlas1iK0hvUDpClExYWe2djMrcXBPRrGMv5GPadGbK2t3luGYPWzo61MegtsBJmre10Q6F7qee56VlwBMyJTkmLwYNt0VQt3NPImE2TpVef7aEuOXxlzLzUft67DJPbOJhzWTCFe1Zt09TxVlpxO6nKkTSE4uyZZZoUOrxHY2n+9sA5IyS5I4n+Frnc2zZFGW4/fcEI3cfytpK4udJSzrsrL1PSZu4MuNjScWefZoESAXZN6gFxNJsFrEapa5XHt26xkadujoUdPT0mFjLuxgJRdzeQSTrjNt1RGZmobSseQMNUupI1dj/m1uudCDLVU6Kt71I3fzp5/8PlYuxPXmoLgloygi71DVf73PYznhRMz+uFFqyyAtXCgtucUSG+zSKJhyTIP1susNJ1SVQlI0Q1VB11b0e2NylbhQw/NTu9hOxDsyiF1QS6l4ESKfdXen87KAa7tPzNN+itqJNTQqHeKzmIxXLYkRmW1pKan7rcy7nbf+jpX7J0MqthfEoGf4gWS3l6hl4yxH13+fF8DrHsa1pnTIMBMzwAx5S8dAKnak45JaX8QJQtUmJlPrAlJNoRb7hCyBpGKlhdWUWU4dSw1cniSqpmOYKlY6S8KxrFJLNKk0ea1iYplET1y91ltEJQ9vmhxDZuR9TOaJReU8sZmO3ftufd+GxFUpNzK2ytoxbxnWoiQPgw78028XPmr7jEyXtCV79MBC94h5/pWWULlwBmsHNUEZDPu86bU9/pPf/hHufO367tM7OCBu1VP8EvCH9nMgJ506fO7jgV/0d1cklGBgWRuTWZsb865q145ZrhJNrtja6rN+doRqpl/BZJJoJ30qKjbHOnsd2nmbpuwC0XPl0PmQrKYMKbmSFl4saRipJGzY0JlIKfMHVBba+RTlmhI6FKYKlSRPJiprYrhhffnw6e7PZ1HD8qUG28a81/slNxC1e2GlRGHkZShT6ahF6KmwQg2aWPKSmYFAqyaFtiQVl7Sjq5Xz/SkbOw1VN+VN57b5gxeXASthGCBcLmNREM30qcg+47Fmll3ivZS6WDjbqElmhBZuYBQLYYNSaSnWtzuH8ULmqTXWNZNY5OMqrHXX2O8YGjdyM2luKTcttgJb1n1LsXz2sGlJ7Fn5tiG/9D8/yIU3Hn1fwVcrt3opPy8ifwF4HmstdWUfx3QikevKzQeHxoJhFKz+L5NQvyMfel5jg/c7JNPQcoYeE8kMl8f0+xN6vY6v/3/rnDszYjIWlgYt/aQMewI7tk4EwoipZRTODj1PVJHZgIRGE1PpZtuyzrMTofghLlrthrWRiqTF0Fnnd7sYi/d9TJ5RWQSxofb1xOs1M5sFRdWyNGtdKFqRuTLMovG4Bl3oRSneyspMBj0SIzE9HhFlWS2S0pLoaWKMlcP0yPTpWBtkljuQxkSw1yqb44vbDWuDlp1xjU7txqFx43hFPUFGhSQ1Izr/HDoG1HRaPl3zdk1n1tYkS8FJCUH3sDDsFGVHTYJvbKX5Fg72IpqpCFOdh4lbX4fse7/M0hB6VvqCt7MqYudY+QS+dnjna2r+6ucf4v7vu+c631ZwWNyqUfyQqv4rABH5kIisAy+q6v+ybyM7YfR64SoeN0pGZ5Hnsjt+C4sNSWzJlIGaUFbtK41ZQduKrquZTPq89jUvcPnKMillUmUX3M0M224otmad+8BWqdLMGArzDM5Zg1ev4ysGpXGPrwIr+tbS3654nR0itt5VRL0ti2aeaFJRMabzC7LSo/L1vYWM0QWLNu8ewuxCDqWPYxE4EM/CzOYh8dJEm8rn2JDIinuZpaieWcLQldQy0Amo9VpsEe4AMslEwTXx+9vCoN8hm4l7LrR0rZn4Yb+l7SrGXUU/ZVay1StWWplGKKYNq6osew1iTaKV7CLiQmn8WDrTN/55Fd3QWoRW8dfi5S4tCdgWU9eZy6NbiDWJWjkHZjR7VGwyMVk7hFbnXVAmHn7Nknn3O+7i4Z96Ox//xHfd1rkdHBy3dCUvBtF//20AETkjIj8GnAO++GrzHqMY9ngyzwTMXgheW8aib5mQLZSmFthcq6aITDm7/iJSJZpGWRmOkaRcfvEMOZsX8y2StxmqPBRnF9zhQvDUjKCNwRRXzKwktcLqsh5Y5NRs7ctk4hr3NrvSzUHsNaKlljHN8hwnZM7SZ0THAGtyOxG7KPfdmFrPP2ZZqY0WzRqruyt6qlCa1hYBdXGVHX1J5mwxk6bPma5JcpkLGChjUXZSy+UMK9qwjnlVYyzrtBVh0HQMUmbcJL45TpztZTR3bE0S/QYqtfW44oX2tBTMd/SoqNUM3VSUFawetRYz0glxTVPrElEKN0pC1FwCaC4sbv5lYsU9vbHf/JTvy7qaWP1jpcI2E1TUdG6Z0qNGBe6+d5nHfvEd/MTPvnOfz+zgoNhP9+YR4GeAi8CbReSrwPOvZu8xOFqKlzav31Pvb1iRaU3pRpL3uMuzlIzV1R1L7lgaAS2j7WXqpmMyNQ/yhVFtCihuWktHipo0yyy09cDS2NXet9HEstSe4G/GsrewhpcxwQFrMmvrn43HMs0DK/33ElmziYeLVeIVxZlWrLTAxKjNU7aQnedtepJNMQXFIJZBVJRCkyI0zuxzeQliRemL63WtG4vWFX6m/sbb0lIJNNT8vo55LX2W/HjbqqxPKtoa7l6Z8m9GwlCsk+TZlTGboz6jaUWdlF5n/Q5XqNlS05HdpmMiHSv0Ke2ilqRiwqLiT1lMtTZTExLJy15av8lIPnNTtIEdxvS0YtOTm8qtTis66yif/aanUQvFV33lT/65t/Pzn34fVR03yieRW80+/TFV/Yci8g7MED4KPAM8rqq/ubDfGRH5ceA5Vf3dfRhvENwwpRAdSoso8bIHXMEmz1RTWt9nuadUVaaqhJwTXbvE0so2vZ4wHu8gsmrhO4GhWnH1bB3Oj7voKZbwpIVTzUwnN57WCUO9DEIoxfDmcS30cRfz/ho1tRZBWKay7hFqq40mTJBKegcJF35WpXYvs3SXSG5kpSSg+MBrH3td1sHK72oh1EWqhYSdRWUbe58Eah6ihXCtPGEi1uexUWtx1PfvQoFBT9nuYGsirFWwNoA/uJpoRj22tmp6ItS1stWpZ/GK1yra69fpo6qs0WNMnoltVyQqMZNXeczAAqfzCVkXkI6smUoyHTU7TEne+HhJG7K0tJQildLwKzFsKj7+c2/nFx7/3ogWnRJu1VN82j3Bc8DjwFlVvbx7J3/uNz2s+ru3PMoguAXKWtmsTEKE1rMGt33NrYd1DOhj8t693oThsKM/3KJKwliFrlvia19bYjLukduKgcCLZLaBZUnsIGz6BbqEEBudd0MvlX61+3AJoXXDM2+/VEKoix6uJ7iohf/6uaKn1hq5dSUY8VZKAyo6Onrecb1HhaqyTo8tndKnZuzh3alYAcCsEbOPqfh8ihk2Jc9bMOlcmKBQvKqqhIYXMmonWM1g6w2eJ9pxRTJDanqS2C5i137sy1NBkjJuK5aXOr5+peLsoKOSzGDQoR1sTez2wnwyk37b0Alrnju8JRMqrViiYkymopqtI5cbhextoK6tvLRPYYmaSoVN6VimxzZTKqypc2kjNUzw4A9e5Fd//YdYW4tawdPIrRrFDeATNxIaFZE/i7WoC4JDpfRSNG9G2XG5tISwRMOUjqlkkgio1SrWTaaqR6A1VTOmTyJ3E65eXWY8rplMTduy9vUs0USnylArRtIizAvLSyiyhCmVjkptDbLP3ICWcZYxL67N2XgTmk2AugYGwESFWhvL8EyV10FWTOmsia2W8KewRI9GK3qS2cLkxax5b/GmSgl7orR/wp+3dU8LxU5nIdZ5w2ZL5JHZ2h3+nBnPeeByJJllFTa9VGMo1tGho2IdYVOV9WzG9evbFXcvje176mc2txKDfiZn82U7Sjau3QycoW+F72o3GlsirGqaecRJZOGGRWYJSTbC+Vrqmvb5hmyZPq6IZaOmzA889CY+87mHOHs2VKteDdyqUXz8JtYKPwx89haPEwQ3j1/liocmvvbVSVk5Evck0kJDWGNtZQQ0NP3LdCrkrGxtNvTqjp3xgEkrTCRRexnDVU/SmHqO4kyNhrmQt6CzxBmllFwUU+LyX7hk2ULwNIkJmi9poqdzFRVQVrBKSVUrzdiSkvtq4dFK3ER5Uk+L0teKTCZRMaad9X8sPfaKUbMV1vknqO4eykJ/weyvKT6t+NpiWcdMrg5jIWTPtpU0a8a7453hTTPVjOyWCttt4vzSlKvjmqqGKzuK1NYhYpRLwcu8eXCFZY0OXGKuI7Hq0YDOM0Q7L1QsiUmz7NFZ+NXmvikTlgY1F94w4Fd/64e59y3RI/XVyK1mn/61m9j3o7dyjCC4XXThf1v5A+tUUVG5t1EMWgKGvZbJNDFc2rLkllbp2prl5ZY/eHHAeFKz0TZsWSCRTddW6UnNtowX+hLakXpUljyjwkSKSIAwdYNRShhKS6FZgfjC4FV11v9ulZoG844GwBVMOHyq4h3klSV6jGkZ09ECZ7yQXT1cXFExmq2qFdHs0qMeX3Obl21Y9mzpUyiz5BWw7hA9D60WoWvFkoVKjWQxuj3shiSLZYaaiDeerJRm/Q6XyUzGiZWhd9kQIXcZpGKYQDtLNkrUdGQ2vHTi92WTZe2xQs0V/7ZXNM1KUrJ6zaXf/bQLSTgX37bOf/u//SirEQ4NCO3T4NRTQoGLz1jIstQSNgorJM70N1leaql6LVXTkjWRxxUbV4Zc3WwYT4Wpr7W94OtzEynht3khePKAaOcZp5Z5ao+n0rknVkpF5qMqySyleL4Yp06VNTeESyQuub8H5i1ta6KRTKcViHluQ7XAcUnoWaJBNbPmhnVEnoVX02JXBzUPFf9sOikLhf45KjCrp8RVbMSNnxez+zpeuSkp9ZglHamTDskNjZZ1zfl3NCUxUmW8U5E7e0+RRO6SZXsueNs7dEzI1u5LGy5Qc1k6UNOkxSXTrNl0+czhrrsH/NLnP8j9H7h3X86w4HQRRjE41ZgCylzdppqVQLgcmwrL2jBE6XKPybhmPOrT9KaIJC5vDNkZ9UiVsDVJjN2YLGGtkWxdzdbcMkKWTOvuiIVDrTGw6YFa5qQdP9H5+lrppACltdSil6buURV90MzrxN5lqha+HVKhauUb2UW5y09DolUznpNZiDS7n1UUaXxtzb1Ci3YKIkpPTaQuY6Lq6gY0zT9BxI0OWKh2y1r0khAGah1CqplhBLQk9sy7NYrPbwKMsnIXMBzYZ15rZthTGNknNAVWEAbUrFPxu+wgomxqx6paMcomU6Z0VCTOXxjw8//d+/juHwzVmOD6hFEMTi0epaSIrlnWZwkcAjrvBNFD6NXK+rlNptOGrc1lmnrM8to2O+MhX3uxxzbCBNiiyEObwg2YN9dKtk4LdnRqrWYeihnENAvbjV0ztfT7KxmhPix7T19vbKhYp2GHzJkKhtKRVcidhSUHCCMV9/AStUBSdeOT6IPNUS3dZFkqLvvoF+v4ypoiQBJL1DFDZeowrXQz/y8jDDHDOCXTd+9bEWq1Pon2aC4FV6tJvA2Zrz82MzOd2cF6VLZ0fAulGcMZEc6kisnUMoczwpSOb5BZ9tecp2aqmQmmQHPm7iGf+uz388E//m37di4Frx7CKAanlrLEl90fKUbGEkO8eF3FkzVg2Jty9fIy91z8A2rJjCc9xqOGr19aQWjYUvPUzGuzJJkWM7yVZ7BaIseUoQcki1fa8/XDVoVOstcCircL6pCF8RpWv6jezLiPsi4VmzkzILPSwCpC1Vk5SIM14y2F5bYGaO/WkFAXEmio2WCHSoUk1SykWUi+pijKrHi/R2LHGyUXI1dhpSw9Ogae/Tn3+8xYTyiNnE0wHMxTr7VeWO+11/QQf419vlu5405puJwtOWfJqz5aD9v2EGoq7kjK1Z7yS//9Q3znh8MTDG6fMIrBqeXaRBv19aWO5OtxPRJDf7SclKaXWVra4dI3ztAbjNnZ6bO9tUydlJ1J4irCpYXQYIaZh2cJju5zqR1viIJaSk9bihhcfm1KZscNxly0ejdC3/JJqUhMVDkjiaaGuoMqZXY6CyFmTNi89AQs5RIJoU9NS6ZPYkpHTxsuyzbATPBMsDpO1VJPad6weYqdN8mdS7cpZmxr6lkoFOblJZVWWFeQuZpQyfYdUPma51zYwHpPqB/bun5c0sw6SpcrLojVCCoV5+8Z8PG//If50CfeEkL8wb4TRjE41czVZIq6jMyKyqtc0Wr21H5lZ2xGYXl1xNb2CpOJVepd3W54oUuenAI7YqLTtr6YXdIMzLDlWe1fEUzrac2Ami1apnT0XY2mjGVxba34luXfTNHT7ICaAYneFCS1NMBqpVzthExHozAVqDWRZD6OpMoyNZUbpB0ZsULD1YXOf9n/LcUk1jewAw/39kneRpmZl51hlixTylqKiS3zr1AqD80mEnjW6YiOVWr6eEau73MV5QrWXeOyZEQbvu1cj/f92Tfzkf/8u2gGzQGeLUEQRjE4xVgI0BJtxEOVRcKs8ezMxgXCt7KwtjJl2jaMRgOmk4qdnYbppGKy02OCda5o3SB2Lj6tMpdwS14GMXQDNFXlnJquyoqa4soZ+rzg8tKth0itXi7NxmhjLzV55qlVJFZIrKHccWZCrVMGTcW3LsP5qoYu8fVSXajqgthiRhSrq0weBh1Sz7zUYuhKApKidB5sLiICPa9rLKueZp4thNkxr/KsmZdiZKy/YymWr9Tml4FNWu5kXv7Q9+9oAvRQJpVy8d1n+dv/8uEDOS+C4JUIoxicWhbX50rT3lKTWCTWrAyg44zAzqRh/cxlmjozmVj2ZZd7bHVW77ZDZkey+TFiWaeltrDyNcK+55d2nj5SAbXCFcac0T6X2LHsTYG+K9BAqQX0PnyuNNMh3hXDzOYSymtWWprUgUDTTOj3E92OS7+h1Go5tmOmViyhJm5txfk6K48YYF0lOimNl81LrG0AnklrNZZTOsZlHVbmXqws/Davd+xcIUfcwFrCkfg+PRJDrRnTcs6DrynB6+5f5Wf+h+9n7Y7lgz8xguAVCKMYnE60dKgAEJPmXMhERWCQa9a0b21+UjIB6HGPrstU1ZRhX3lho+LSpGaDjm1p2ZZSZm7vPfEO7sXoJp2Xwt+RB6ybQimb7hWe0x4jMpOsUHUm0C1zA24G2zyqGuv2YMbF1tS+uV1x9+qU1eGEdtqQari7p3x9p6PWxMQaTbHia33WaqmM1tbtxpgnavqm4kky1hip84L3jg5Ru2GYzvzXufh3RxFEsE94ijXPrSgNsMpnbWuJNSZonoA2KW/9zrP88j/7Ac7eFUYwOF6EUQxOLeWCrNg6FuCd5DOrWlsXCelotKHtYHM7MRj26fe2GO8M+fo3Vxi1FSNf55om9cQanflJZW3NjmdhwFaV5ZwYkKhRljFJtu0SbFShLxXb2rp0mnlVqCmIZvdA+1qzQ8tZ+pyhYlhnzi6PqZPS1BYmHXQdX9vp81qEKVPGnkzTYZm1DdbhvqYUylsfwm06ptohkmfdJuzmwQxoSzblGYQeNS0tIh7eFfw9S8fFuXFUX3e1ps5FQEBZW6n5u//yYS6+9cKhfPdBcKuEUQxOF7r4a+lWb/V2A9KsrKB1cfCB64EqNZPOgoyTSZ/tbbugf+vKgIyylTquyoQdmYcHO++8jle8Ww2ehTKHWjEkMcTWBF9PwzepvL+g0qdllYaO7L0TFREha6bGvMXi27WiLKnQl0zX1lw4exVE6fXG7LQVUnWMupo+FQNVJgIjWnqe22oJL1ZikbGmxaVeE0ro1ObblVxRLR0w4CoT2lLV70xEWSplLcyTmUog+PWvW+VX/tEP8vZ3vmbfv+IgOEjCKAanjsXKu9I1vk9yQ2CZlFZOYG2B7vRUnGlbs7nVI40aNCvb4z6TSvlm1zGWKWOxFkLWwjdTS5qVZlQeNq2paNXEPTvtWKU/CyUu+zrehhueVu09snaolD6KYAlAFS2w7J7uCGVnmji7toXKlLXVlksvrDJuM2t9Zbyd+YYLmVVqai8qOvs8Sp/Esa/5Dam4rJOFTNPs3m/53yTitpgyubbP0qzvUrnB6FDe96HX8qnPfoDXvXH9AL/ZIDh4wigGp47F9TnzAS042FDTqLLkprKmYplqltRydSLkjSVW+y3jtmY0ge1O2GDChkxpMe3S2hNgdGZSxBNJEjvasaY9lrThjBcj1JIZJuh3wgvULKFcBip3M+etac2AW+LKPEi7Qk0Glvomtl2LMNpu6DrhzLDj340SrYsQWDBUaST5LOf6qhPPeL2iU2ovhldMCaclzxJsStOpsv5Yxicuf6MCd9+1xM//3Lv52V/8ngP9LoPgsAmjGJxKFkviKxLzVUCriVulYk1rKyj3hJOsFaMJaE50WXihE36fCRPJtGRGLotm2Zz42p94CyV7lx6NiwLYmtuEzFASw9QyUiVl654haiovNUpb1t7UtFErH1WezcE8uavjigtr0O9bl8Om32Nnu+HC0g5XxgNELex6VaYIsObiawsrhp55KmzqFPHGwVkzCGSBhGmcTiRTa0ITdALn1xr+g5+5j//0v/j+w/8yg+AQCaMYnFqKKTADY+LUgjCg8d6EMiseByFrYgx0LWwrXKZjRGZTJpaBKWYQK0yZRrUYX1uRq6lMgcZVYRLKGRHarEwbgbbopVqdpOh0VudYOjhMKb0MMzXJ2k8pLFPTT8q0rciqDAYdq0wQhX/34gpNgmmnDHw9cywW8l3L1WyMlgiU3YMWb6SbvBWW0aF0Am983SqP/OTb+It/5f30eos9RoLgdBNGMTiV2GXcMi8VpUfy3E9TeumpCVcnz5EsTEi02nnGaceWtLRiCjilpEERJi4X12B1iBUCavJkA2p6mIETSTQoVadcWTBMDSAy72ZhY8PLJJiVMSTPHFVgmoXcVozHPUTMu9wa9+inzDZm/Jao+D0ZMaWjpsemF/7X2DhGnjwzQNnRFlRppCI1mR/9E9/BZz77A9R1IgherYRRDE4dJdGmYl5oXjzGPhV9TQyoqD35pJRETLHi/su+9rZFRiXTinqpwlxNNYMV92tZUYRaoNaKIY03AhYqMku9TKvQtIklMT3US3QmRu7anQnvUI/M0l0S1UyDdJbhWXUM+q5cI5mzqyM2t5e5khOJzO+xjZKZSmabjgpYofJQrq1V1lR0deYXfvmP8if/4jtJpYFiEARhFPeTlZWKzc3u+jsGB8q8O6ExV+c0ubGeJgZazfr7LYYOWzdIV2i5mlq2k4lhW3cIPH91fpxiwioaK+BXa8yrCitAI8IkQ9LMcj9zdSyMKOLYFY1mxtK5kLZ46TvUagbMEmZsDTNpR1MrTW9MlTIpKZc2VljqwXBkxx5Qc5Upl2WCIJzxFc8W+PbvXuMv/5MHWTu/dLBfQBCcYE6UURSRh4GLwNPAJeBR4GlVfX5hn08CzwPnAFT1qcMa32gUBvE4sOj3NB6g7KvVD5rKS6J0ygBrV9T3ZJsWy9LcEaWTUohuOqpIMaGecar4Y0vkyWqVkX3v+3cFEM3c0WupGyVl5fKkx7YmVlEuuQFW1AvlDWvia+9Zuy5PhTKoTEMmSSZroqknrC6PmY4bN9qJMYpKYig1H/zBN/Bf/Z2PsH5+eNAfeRCcGk6UUcQM3RP+swH89C6D+ATwO6r6dHksIg+XxwfN0nLi6pV8/R2DA6WozKjOPcYS4rSmvTIzPEX0ukiWld9nReyUbha29+JtT/aDZV9jrKlmPRXBegr2EVpJ9HJmPBVWE2iX2KKl0YqKKZUKtST3Oc3jq3w8rVrvxQ6hqyqGg6tUtVBVYwaDKcPBFMQSe976Pef4lS+8nzvvWT2cDzoITiEnzSgCnAXOLRrDBR5V1ccWHj8DPIZ5lgfOaBQG8bhgSSu2Cth4lmhC6Wnl+qTznMwxSs8VXnawvoStWObpBCWLK9dgnTDmpRLFAGd6NOYtiglnZ19PHFSw3ptydZzoN8qkU8hCpRVJ2pn3WtYrkxvmMR211vQ1zWTklnqZuhKyKqtrO6TVM3zoN36K5deHdFoQ7Bcnziiq6gbmJV6DiNy3x+6XgAcOeEgzlpdqLl9ur79jcOBYmQMMPKkGzBBZDwmh0hL4FGpghJnIFsjSWWmCJ6pUZZ3QDWcpb2+YF95PyfSp6GlFR6KHqYJudYqMegx7U+pqyvKw45vTAZu0VAui5daOqYilmYGs/HGNrSumO5b5yDM/zPrF84f4SQbBq4sTZxRF5FHM2J0D1lX1077pnD+/yIa/Zt2N6cGOrahOB0eOrfy5nBqZhnliTdnOLLFGaDyFxowhsz6B2Q0geF2iiK8omlJOKY0fak1WM6x99/sqlAZluT9l0JuyM63p2sRErRYxI6jmWa1i5+UiSQRRZXW14a//5kd4zwfvPdwPLwhexZw0o/gscKkYOBF5UkQe9WSa9T32L0byHHt7l49iyTrce+/tX3gmk0i0OXLc0ZoZHZTsRfsTWpqZ/8WsPjABY6BG2aajxUowzHMsxe5zQ1tK3adYv0Rr1tvSd0G57K9Za5SdLGxcrdGqZm04RmsL6g6o2KSjrzVZpghCv1/xud/6Mb73Q2889I8tCALjyI2iiKy/0vZFD2+PdcRnsKSbpzCjd27X9vJ4twdZ3u8pfy3333//bbt53/7tF/jX/+pbt/s2wT5RlDxr9xCT65yWzhadqjc/Mg9v4j5gJ50n3HSuJGqWNgFZoScm35ZxyTaUgdbekFe980XmSiuc7bcMK9hsYdDPbI/Ei+mVhPKRh9/Mf/aFDx/hpxQEwSJHahS9xOLd19kHVX3MjeeLwNkFQ7mBlWiAGb71XS9fh2sN60Fy9mykvh8XzIwVY2ienjBvCGz7lDZKpjm6Q2aLCZu0s27zFjLF02YylZdedEDjhnMHpUfFUATJJTSqtCpsTyt6qWXYdFzt+nz8f3yI1333XdTNkd+PBkGwB0f6l+mlEjeTGfrYLgN3EfiKv9dXRGRj1/7nsJDroXBmfXBYhwpeCbFyjOyZpH2s0W9NtRD8xHsNwg4dO0BZaexEGZOZaseKNFylpXSRx/dLWEF8HxMHyGTQGkQZa6Ym0zUNf+Sh8/z45z/I8Ez/UD+CIAhujRNzu6qqGyIvkaN6BHh84fFTu+oSHwSePIzxAQyXmsM6VHADVFhd4pSWltpDll5o75WHAixRs0PHGFOXsbpES3rZKX6lNxQufQ+LecxexziWzHJS/vB77uSvP/vvMRjGuRAEJ5ETYxSdp1yxZgN4M/DkYmG+h1k/uaB889XDKtwH+J73vo7f+Pz/dViHC14Ot1hFOm0JM1AtSuWNd1tVhr7PiM7aKaFoUkbaoiKoq9oskUzlBqXvjZ0qMufvGvDeP/Z6nvhvHuL8HSGdFgSngRNlFD10+unr7POK2w+S/iC6CxwLBJJaqf1lJjTe33BABerGkcQ2mR6JERNaKlRMFDyLpd40KnQKXVIGNCgT3vGuO/kHv/1RlpZ6Rz3LIAgOgBNlFI87q2uRaHMs8JKMCZkeMKZlSM2IjjVqJnSehSpcYcyUjha4zBTcGxS1WsW3vX2dv/GFH+IPvSUK5oPg1UAYxX1kPRJtjh0K9Km5yoQ1HbBDR5+aTZkyVOtLkajYlCk5Ze586wqfevz7+OAPXbzuewdBcPoIo7iPfMfb7jjqIQS7sML8jsZrAzsyUy/QQODCPQP+wufez30fuOeohxoEwTEgjOI+ohoyb8cGsXZPLbAtLUvakEi85Y+c5Wf/6/fy3d//xqMeYRAEx5AwivvIhQsrRz2EYAEVWF+q+YXH/hg/96n3skdJTxAEwTWEUQxOFSnBo3/unXz6Mw8d9VCCIDiBhFEMTjzvfNcdPPvP/wxNUx31UIIgOOGEUQxOFgI/8afexl/7zEOsrIR0WhAE+0sYxeDY8+733sU//Z9+kl4vTtcgCA6WuMoEx4533ncH//if/gRra1H3GQTB4RJGMThy7n7NgL/3D36cd78nagWDIDhawigGh876esP/+n/8h7zp4tmjHkoQBME1hFEMDpSmgfMXBjz7L/4M9967ftTDCYIgeEXCKAb7zmAAn/kbH+Ynf/KdUTAfBMGJIoxicNusn038xJ/6Tv7Lxx8KIxgEwYkmjGJw01Q1/PLjH+Q/+o/fc9RDCYIg2FfCKAbXZe1M4uLFc/yL//2nSCk8wSAITi9hFIOXUNfwx3/0Lfz6534kwqFBELyqCKMYAHD/u8/zG1/6E9x11+pRDyUIguDICKP4KuXOO/s888//NG+6eO6ohxIEQXBsCKO4z6ysJDY381EP4yW84x138I//2cc5c2bpqIcSBEFwbAmjuM/0+9WxMIpnz/b4rX/ycd75ztcc9VCCIAhODGEU9xklHclx77lnmb/11L/P+z/wpiM5fhAEwWkgjOI+k5IeynHW1yu++Jsf5b1/9A2HcrwgCIJXA2EU95mVlYZvfXOy7+977nzN+95/L5/7/CNRKxgEQXBAhFHcZz780Jt56rP/576819/8Ww/ysY9/F/1+fE1BEASHQVxt95k771i+pdctrwgffujb+LW/88PRYT4IguCIiKvvPvMd33HXDe/753/xfj75qfezstI7wBEFQRAEN0oYxX3m7tevvOy273nfa/j7v/Ew58/fmjcZBEEQHCxhFPeZxfDpBz74On797/5YGMEgCIITQhjFfeYNbzzLldGnjnoYQRAEwS1wNJXmQRAEQXAMCaMYBEEQBE4YxSAIgiBwwigGQRAEgRNGMQiCIAicMIpBEARB4IRRDIIgCAInjGIQBEEQOGEUgyAIgsAR1cNpinvcEZFvAv/mqMdxA1wAvnXUg9hnTuOc4HTOK+Z0cjiN87qROb1BVe+41QOEUTxhiMiXVfX+ox7HfnIa5wSnc14xp5PDaZzXYcwpwqdBEARB4IRRDIIgCAInjOLJ46mjHsABcBrnBKdzXjGnk8NpnNeBzynWFIMgCILAiX6KQRBcFxF5UlU/seu5TwLPA+cAVPWpm9keBNdDRB4G3q2qj+2x7UDOvzCKxxQReRJ4QlWff4V9TuRFSUTWgUeZj+3LqvqVhe0nal7+h3sReBq4hM3t6cXv7qTNaREReQKb3+7nfkdVny6PReThxcevtP2oWDj3NoA3A+y+4J7E78rHBPBu7HP/9B7bT8ycROQB4D7gQR/X7u0Hd/6pavwcwx/gq4Du8fOob38CeHhh/5t6fITzWgeeW3j8KPClW53HcZiXz6F8Py/uHs9JnNPCWC76eJ7Z9fyLux4/sLjP9bYf4Xye2PX4ufI3dVK/K+DJPeb0yZM8p11jeXKP51/x/Lqd8+/IJx0/L3syPIndKV1c+HliYfuBnRSHMK9Hdz23fpLn5UZxHbj4MttP3Jx2zW33eO/bY8z3AXoj2494Pl/dZQS/xLU3ZSfqu/LzbrehfxT46kmd066xvMQoHvT5F9mnx5cnVPUrqvq8WhjuAeBxABG5b4/9L/k+191+xDwKPLv4hKpuwMmel6pu6B6h7pM8Jw9hfXGPTeewMS6y4a9Zv4HtR8mDem1o8CLwO3Biv6tzwCdF5OKu5y/CiZ3T9TjQ8y/WFI8peu161H3A88V4cJsnxcL7HCoLf7gXfU7nMC+xrH+cyHn58R/FxnZq5oTNY0NEXvL8HvuWOZy7ge0b+zC2W2KPvytO8nelqs+LyLt23ZA9yPzG88TN6QZY3+O5fTv/wiieDD6h12b+re+xz0m4KM3uZnW+AP5JEXlCLdlhfY/XnIR5PQtcWvB4nxSRR90jWd9j/yOZ0/XukhcvgNdJStjAEzIWKI8v3cD2I8U/h48CjwA/vbBpfY/dj/35p9cmqa1jXt67/Kn1PV5y7M+/67DBAZ5/YRQPkVs5KTyE9dVdT29wjC5KNzGvcuwvL2x+FksMeIxjNK+b+a72CJs+g62FPMUxmVNJbb/OPqjqY+7Rb7zCrpd46cV0HexzEZFX3H6DQ75hbvbvyh8/BTwlIs95ucmx+a7gtgzIl4APLZyTGxyDOd3M+XcDb3eg518YxUPiNk6KTwBf2PXcsbko3eS8nt9jDBu+zzrHZF43aUDWsYzTswtj2GDuFR+LObnXd6PlEPcB5zwkDBaOu+iPn1XVr4jI7rGdw0N219u+n9zs39UeIcEn/ecpjsl3davXCi9DeGzRc+SYzOkmz7/rvdeBnn9hFA+J2zgpHsYTbBbe69hclG5mXv5HuCEiFxfuZNfLNuBYzOsWvqvHdl1ALgJf8fc6FnO6GXaHTX1N8eKuBJWndoVYH8SMy41u38+x3tB35VGXZ0Tk7F4X/OPyXd3KtcIN6TPFIIrIfZ6odyzmdAAc2PkX2afHmIUQysYem5/yP4TCnifFK2w/Kh7n2sy2j2Gh08KJmtfL3E0/wrU3MidqTou4d/gI5il+spyT7qVcFJGHvfD7q4vG9Hrbj4gvA5/e9Z09yLUG6MR9V27szwFfFpF1D39/bGGXkzin+/y8eRj4qJ97s0zZgzz/Qvv0GOMXoOeAd73MemNRobgIbOjLq1Tsuf2okLn6BnBN9t/i9hMzL3mpSsrv7OFtnag5nVb8wvoAN6Zoc+y/q4Xw/W6eVtVHFvY7MXM6asIoBkEQBIET4dMgCIIgcMIoBkEQBIETRjEIgiAInDCKQRAEQeCEUQyCIAgCJ4xiEBwzROQZ//nk9fc+Hsje3RZeaf8nyjwPakxBcCtESUYQHDNE5EuLNWYnARF5RlUf9N/XMQWcr7zyq07mXIPTTXiKQXDMca/qORHR63lkIvKA7/fcgnbpQY9vnbmG7UVMlPq5wzh2EOw3oX0aBMccFx5/GJPu+hiuq/oyrPv/P30jnto+8VFcFsw1bR8UkQhBBSeS8BSD4OTwJCYntyeLHtsh84iqHncB6SC4IcIoBsEJoRgeF4DeiwcO2zgdoSEOggMhjGIQnCy+iHWtOC7MQqdBcBoIoxgE+4QnxHzVE10eXnj+SX/uGU9EuR32DKH6++65huhteJ4TkRe9tdDD/vPErpZBi/s/ISKP+s8rJfe8bOj0Ro4VBMeNSLQJgn3CE2IexzIvNxY2PQc8uB+hTW8K+/yuBqoA971cvzh/zSPAV7EQa9nvaTfU50qrIA/NPlbKK/y5h0VkY6ExdHl+nVcOne4+lgJyE9MNgkMnPMUg2Ee87+UjwJcWGr5e2ue1vieBT9zkuJ73/3cbzseAJxcaWj/JtU2fAX4N2Mtb/CjwhVc47PO7H99skX8QHDZhFINgn/FSiMexer0HXs6Duw2eBh4ohswNzS2VXyyUbdzvBnyvovsPvcwcHrnO3HYbxSA49oRRDIIDQFU/jXUxXz+A934eM4If9acu7g5t3iSl4/qe65171TveSNape81BcKIIoxgEB4CvzX0C+EsHFDJcDKFu3OZ7XcQM480Y1uuFToPgRBJGMQj2GQ9Drvs64iNYGHW/+SJwn2d0fvlW38QN9oaqPuve5sZedZB7ZM1eL3QaBCeSMIpBsI94WPGxYjDcMD4rIrdby3dx0TB5aPJZ4GM3E6bcoyziCeCnFx4/4s8tvua+XY/XuQHvdCF5Z5FzNzDMIDgywigGwT7hhu//BXZ7WueAR7384aZr9UTkCeAvYRmti69/koUQpouBF6/0115GEPwrvt/D/r5PLHp8bsQfK3WF5Xi71ixfNnQqIhd3jeE+z8J9EgvTPvYKijxBcORE66ggOGYcVDslEVFVve06wf0cX7SOCo4b4SkGQXDDvExINAhODWEUgyC4GSLrNDjVhFEMglOOr+t9yX//0m3qrz4YWafBaSa0T4Pg+LEuIs8Az7gIwG3hxff7tW53aT/exJN87iPaTgXHjEi0CYIgCAInwqdBEARB4IRRDIIgCAInjGIQBEEQOGEUgyAIgsAJoxgEQRAEThjFIAiCIHD+f675fOr8EtvAAAAAAElFTkSuQmCC\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "randoms_slice = randoms[np.abs(randoms['CARTESIAN_Z']) < 5.]\n", - "\n", - "for idx in np.arange(1, 4, 1):\n", - " plt.scatter(randoms_slice['CARTESIAN_X'],\\\n", - " randoms_slice['CARTESIAN_Y'],\\\n", - " c=randoms_slice['DDP{}_DELTA8'.format(idx)],\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " vmin=-1.,\\\n", - " vmax=10.,\\\n", - " cmap='plasma')\n", - "\n", - " pl.xlabel('x [Mpc/h]')\n", - " pl.ylabel('y [Mpc/h]')\n", - " \n", - " plt.title('DDP{}'.format(idx))\n", - " plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "b3961485", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:36.372068Z", - "iopub.status.busy": "2022-03-01T13:10:36.364458Z", - "iopub.status.idle": "2022-03-01T13:10:37.707476Z", - "shell.execute_reply": "2022-03-01T13:10:37.708401Z" - }, - "papermill": { - "duration": 1.391303, - "end_time": "2022-03-01T13:10:37.708706", - "exception": false, - "start_time": "2022-03-01T13:10:36.317403", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'G12 GAMA Field')" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", - "\n", - "# TO DO: take from header\n", - "for i in np.arange(0, 9, 1):\n", - " ddp = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}.fits'.format(field, i))\n", - " vmax = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_vmax.fits'.format(field, i), 'VMAX')\n", - " lf = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'LUMFN')\n", - " ref = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'REFERENCE')\n", - " \n", - " lf = lf[lf['N'] > 0]\n", - "\n", - " lims = np.array(list(ddp.meta['D8{}LIMS'.format(i)][1:-1].split(','))).astype(np.float32)\n", - "\n", - " label = r'${:+.2f} \\leq \\delta_8 < {:+.2f}$'.format(lims[0], lims[1])\n", - "\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=label, alpha=0.5, c=colors[i])\n", - " pl.plot(lf['MEDIAN_M'], np.log10(lf['PHI_IVMAX']), label='', marker='.', lw=0.0, c=colors[i], markersize=4)\n", - "\n", - "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$')\n", - "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", - "\n", - "pl.xlim(-16., -23.0)\n", - "pl.ylim(-5, -0.5)\n", - "\n", - "pl.legend(frameon=False, loc=3, ncol=2, fontsize=10)\n", - "pl.title('{} GAMA Field'.format(field))" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "53b830e4", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:37.827836Z", - "iopub.status.busy": "2022-03-01T13:10:37.827038Z", - "iopub.status.idle": "2022-03-01T13:10:39.159792Z", - "shell.execute_reply": "2022-03-01T13:10:39.160709Z" - }, - "papermill": { - "duration": 1.400132, - "end_time": "2022-03-01T13:10:39.161013", - "exception": false, - "start_time": "2022-03-01T13:10:37.760881", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n", - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=VMAX not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - }, - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'All GAMA Fields')" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", - "\n", - "for field in ['G9', 'G12', 'G15']:\n", - " for i in np.arange(0, 4, 1):\n", - " ddp = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}.fits'.format(field, i))\n", - " vmax = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_vmax.fits'.format(field, i), 'VMAX')\n", - " lf = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'LUMFN')\n", - " ref = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i), 'REFERENCE')\n", - "\n", - " lf = lf[lf['N'] > 0]\n", - "\n", - " if field == 'G15':\n", - " if i != 3:\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=r'${} \\leq \\delta_8 < {}$'.format(d8_limits[i][0], d8_limits[i][1]), alpha=0.5, c=colors[i])\n", - " else:\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), label=r'${} \\leq \\delta_8$'.format(d8_limits[i][0]), alpha=0.5, c=colors[i])\n", - "\n", - " else:\n", - " pl.plot(ref['MS'], np.log10(ref['d{}_REFSCHECHTER'.format(i)]), alpha=0.5, c=colors[i])\n", - "\n", - " pl.plot(lf['MEDIAN_M'], np.log10(lf['PHI_IVMAX']), label='', c=colors[i])\n", - "\n", - "pl.xlabel(r'$M_r^e - 5 \\log_{10}(h)$')\n", - "pl.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", - "\n", - "pl.xlim(-15., -23.0)\n", - "pl.ylim(-6, 0)\n", - "\n", - "#pl.legend(frameon=False, loc=1, ncol=2)\n", - "pl.legend()\n", - "pl.title('All GAMA Fields')" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "869b765e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:39.324539Z", - "iopub.status.busy": "2022-03-01T13:10:39.323305Z", - "iopub.status.idle": "2022-03-01T13:10:39.448050Z", - "shell.execute_reply": "2022-03-01T13:10:39.448885Z" - }, - "papermill": { - "duration": 0.229839, - "end_time": "2022-03-01T13:10:39.449145", - "exception": false, - "start_time": "2022-03-01T13:10:39.219306", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(array([176., 235., 167., 198., 231., 164., 175., 210., 228., 226., 229.,\n", - " 174., 206., 196., 254., 257., 232., 161., 168., 188.]),\n", - " array([0. , 0.05, 0.1 , 0.15, 0.2 , 0.25, 0.3 , 0.35, 0.4 , 0.45, 0.5 ,\n", - " 0.55, 0.6 , 0.65, 0.7 , 0.75, 0.8 , 0.85, 0.9 , 0.95, 1. ]),\n", - " [])" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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('DDP2_ZMAX', '0.1937000006437302'),\n", - " ('DDP2_VZ', '3156659.558717707'),\n", - " ('DDP2ZLIMS_NGAL', '73942'),\n", - " ('DDP2_NGAL', '33396'),\n", - " ('DDP2_DENS', '0.01057953807776663'),\n", - " ('DDP3_ZMIN', '0.03903000056743622'),\n", - " ('DDP3_ZMAX', '0.1015800014138222'),\n", - " ('DDP3_VZ', '457819.2340050841'),\n", - " ('DDP3ZLIMS_NGAL', '18121'),\n", - " ('DDP3_NGAL', '8842'),\n", - " ('DDP3_DENS', '0.01931329953669401'),\n", - " ('TMR_DDP1', '[-21.8, -20.1]'),\n", - " ('TMR_DDP2', '[-20.6, -19.3]'),\n", - " ('TMR_DDP3', '[-19.6, -17.8]'),\n", - " ('RPATH_0',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G9_0.fits'),\n", - " ('RPATH_1',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G12_0.fits'),\n", - " ('RPATH_2',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G15_0.fits'),\n", - " ('VOL8', '2144.660584850632'),\n", - " ('D80LIMS', '[-1.0, -0.75]'),\n", - " ('D81LIMS', '[-0.75, -0.55]'),\n", - " ('D82LIMS', '[-0.55, -0.4]'),\n", - " ('D83LIMS', '[-0.4, 0.0]'),\n", - " ('D84LIMS', '[0.0, 0.7]'),\n", - " ('D85LIMS', '[0.7, 1.6]'),\n", - " ('D86LIMS', '[1.6, 2.9]'),\n", - " ('D87LIMS', '[2.9, 4.0]'),\n", - " ('D88LIMS', '[4.0, 10000.0]'),\n", - " ('DDP1_D0_NGAL', '3741'),\n", - " ('DDP1_D1_NGAL', '3956'),\n", - " ('DDP1_D2_NGAL', '4013'),\n", - " ('FORCE_ZMIN', '0.03909000009298325'),\n", - " ('FORCE_ZMAX', '0.2629599869251251'),\n", - " ('VOLUME', '2530750.347044507'),\n", - " ('MS',\n", - " '[-25.5, -25.3, -25.1, -24.900000000000002, -24.700000000000003, -24.500000000000004, -24.300000000000004, -24.100000000000005, -23.900000000000006, -23.700000000000006, -23.500000000000007, -23.300000000000008, -23.10000000000001, -22.90000000000001, -22.70000000000001, -22.50000000000001, -22.30000000000001, -22.100000000000012, -21.900000000000013, -21.700000000000014, -21.500000000000014, -21.300000000000015, -21.100000000000016, -20.900000000000016, -20.700000000000017, -20.500000000000018, -20.30000000000002, -20.10000000000002, -19.90000000000002, -19.70000000000002, -19.50000000000002, -19.300000000000022, -19.100000000000023, -18.900000000000023, -18.700000000000024, -18.500000000000025, -18.300000000000026, -18.100000000000026, -17.900000000000027, -17.700000000000028, -17.50000000000003, -17.30000000000003, -17.10000000000003, -16.90000000000003, -16.70000000000003, -16.500000000000032, -16.300000000000033, -16.100000000000033, -15.900000000000034, -15.700000000000035]'),\n", - " ('ABSMAG_DEF', 'MCOLOR_0P0'),\n", - " ('COMMENTS',\n", - " \"['Science targets and information for tiling and spectroscopic', 'observation.']\"),\n", - " ('CHECKSUM', 'n52hp20en20en20e'),\n", - " ('DATASUM', '2160089238'),\n", - " ('comments',\n", - " ['Science targets and information for tiling and spectroscopic',\n", - " 'observation.'])])" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "lf.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "76503514", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:39.666668Z", - "iopub.status.busy": "2022-03-01T13:10:39.665497Z", - "iopub.status.idle": "2022-03-01T13:10:39.669884Z", - "shell.execute_reply": "2022-03-01T13:10:39.670736Z" - }, - "papermill": { - "duration": 0.057488, - "end_time": "2022-03-01T13:10:39.671076", - "exception": false, - "start_time": "2022-03-01T13:10:39.613588", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "\"\\ncolnames = ['M_R','LOGPHI']\\nTMR_d0 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d0', format='csv', names=colnames)\\nTMR_d1 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d1', format='csv', names=colnames)\\nTMR_d2 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d2', format='csv', names=colnames)\\nTMR_d3 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d3', format='csv', names=colnames)\\n\\nplt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x')\\nplt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x')\\nplt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x')\\nplt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x')\\n\"" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# fix to add column names\n", - "\n", - "'''\n", - "colnames = ['M_R','LOGPHI']\n", - "TMR_d0 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d0', format='csv', names=colnames)\n", - "TMR_d1 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d1', format='csv', names=colnames)\n", - "TMR_d2 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d2', format='csv', names=colnames)\n", - "TMR_d3 = Table.read('/cosma/home/durham/dc-moor2/DESI/data/TMR_d3', format='csv', names=colnames)\n", - "\n", - "plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x')\n", - "plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x')\n", - "plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x')\n", - "plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x')\n", - "'''" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1094c391", - "metadata": { - "papermill": { - "duration": 0.05577, - "end_time": "2022-03-01T13:10:39.783747", - "exception": false, - "start_time": "2022-03-01T13:10:39.727977", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "657ee6c7", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:39.907537Z", - "iopub.status.busy": "2022-03-01T13:10:39.906392Z", - "iopub.status.idle": "2022-03-01T13:10:39.910518Z", - "shell.execute_reply": "2022-03-01T13:10:39.911343Z" - }, - "papermill": { - "duration": 0.07056, - "end_time": "2022-03-01T13:10:39.911590", - "exception": false, - "start_time": "2022-03-01T13:10:39.841030", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "\"\\nfor idx in range(4):\\n LF_G9 = Table.read(root + '{}_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n LF_G12 = Table.read(root + '{}_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n LF_G15 = Table.read(root + '{}_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\\n\\n LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\\n \\n x =np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']), np.array(LF_G12['PHI_IVMAX']), np.array(LF_G15['PHI_IVMAX'])]\\n x_ref=np.c_[LF_G9_ref['MS'], np.array(LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\\n\\n LF_mean = np.mean(x[:,1:], axis=1)\\n LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\\n\\n LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\\n LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\\n \\n pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\\n pl.plot(LF_G9_ref['MS'], np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\\n #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx), color=colour[idx])\\n \\n#plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x', color='blue')\\n#plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x', color='orange')\\n#plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x', color='green')\\n#plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x', color='black')\\n\\nplt.xlabel(r'$M_r^e - 5 \\\\log_{10}(h)$', fontsize=14)\\nplt.ylabel(r'$\\\\log_{10} \\\\left[ \\x0crac{\\\\phi_\\\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\\nplt.title(r'{} DDP LFs (All Fields)'.format(survey))\\n\\npl.ylim(-5.5, -.5)\\npl.xlim(-22.5, -15.5)\\npl.gca().invert_xaxis()\\npl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\\n\\n#pl.legend(frameon=True, loc=2)\\npl.legend()\\npl.show()\\n\"" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "\n", - "Ms = np.arange(-25.5, -15.5 , 0.1)\n", - "bin_centres = (Ms[1:]+Ms[:-1])/2\n", - "colour = ['blue', 'red', 'green', 'black']\n", - "'''\n", - "for idx in range(4):\n", - " LF_G9 = Table.read(root + '{}_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", - " LF_G12 = Table.read(root + '{}_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", - " LF_G15 = Table.read(root + '{}_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(survey, idx), 'LUMFN')\n", - "\n", - " LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " \n", - " x =np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']), np.array(LF_G12['PHI_IVMAX']), np.array(LF_G15['PHI_IVMAX'])]\n", - " x_ref=np.c_[LF_G9_ref['MS'], np.array(LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " LF_mean = np.mean(x[:,1:], axis=1)\n", - " LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\n", - "\n", - " LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\n", - " LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\n", - " \n", - " pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\n", - " #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx), color=colour[idx])\n", - " \n", - "#plt.scatter(TMR_d0['M_R'], TMR_d0['LOGPHI'], marker='x', color='blue')\n", - "#plt.scatter(TMR_d1['M_R'], TMR_d1['LOGPHI'], marker='x', color='orange')\n", - "#plt.scatter(TMR_d2['M_R'], TMR_d2['LOGPHI'], marker='x', color='green')\n", - "#plt.scatter(TMR_d3['M_R'], TMR_d3['LOGPHI'], marker='x', color='black')\n", - "\n", - "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$', fontsize=14)\n", - "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} {\\rm Mpc}^{3} {\\rm Mag}^{}} \\right] $')\n", - "plt.title(r'{} DDP LFs (All Fields)'.format(survey))\n", - "\n", - "pl.ylim(-5.5, -.5)\n", - "pl.xlim(-22.5, -15.5)\n", - "pl.gca().invert_xaxis()\n", - "pl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\n", - "\n", - "#pl.legend(frameon=True, loc=2)\n", - "pl.legend()\n", - "pl.show()\n", - "'''" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "a0e5035d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:10:40.053661Z", - "iopub.status.busy": "2022-03-01T13:10:40.052840Z", - "iopub.status.idle": "2022-03-01T13:10:42.757752Z", - "shell.execute_reply": "2022-03-01T13:10:42.758662Z" - }, - "papermill": { - "duration": 2.790032, - "end_time": "2022-03-01T13:10:42.758975", - "exception": false, - "start_time": "2022-03-01T13:10:39.968943", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", - "/tmp/ipykernel_158874/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_158874/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", - "/tmp/ipykernel_158874/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n", - "/tmp/ipykernel_158874/3699395150.py:26: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for idx in range(4):\n", - " LF_G9 = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - " LF_G12 = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - " LF_G15 = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - "\n", - " LF_G9_ref = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G12_ref = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " LF_G15_ref = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx), 'REFERENCE')\n", - " \n", - " LF_G9_curve = interp1d(LF_G9['MEDIAN_M'], LF_G9['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", - " LF_G12_curve = interp1d(LF_G12['MEDIAN_M'], LF_G12['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", - " LF_G15_curve = interp1d(LF_G15['MEDIAN_M'], LF_G15['PHI_IVMAX'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False)\n", - "\n", - " \n", - " x=np.c_[LF_G9_ref['MS'], np.array(LF_G9_curve(LF_G9_ref['MS'])/LF_G9_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12_curve(LF_G12_ref['MS'])/LF_G12_ref['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15_curve(LF_G15_ref['MS'])/LF_G15_ref['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " #x_ref=np.c_[bin_centres, np.array(LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", - " #x=np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']/LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['PHI_IVMAX']/LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['PHI_IVMAX']/LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " LF_mean = np.mean(x[:,1:], axis=1)\n", - " LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\n", - "\n", - " #LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\n", - " #LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\n", - " \n", - " pl.plot(LF_G9_ref['MS'], np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - " #pl.plot(bin_centres, np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\n", - " #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx))\n", - " \n", - " #pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), gama_lf['PHI_N_ERROR'] / gama_lf['PHI_N'] / np.log(10.), label='NOWEIGHT', alpha=0.4)\n", - " #pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), gama_lf['PHI_IVMAX_ERROR'] / gama_lf['PHI_IVMAX'] / np.log(10.), label='IVMAX')\n", - " \n", - "plt.xlabel(r'$M_r^e - 5 \\log_{10}(h)$', fontsize=14)\n", - "plt.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{\\phi_{ref}(M)} \\right]$', fontsize=14)\n", - "plt.title(r'{} DDP LF Ratios (All Fields)'.format(survey))\n", - "\n", - "#pl.ylim(-4.25, -.75)\n", - "pl.xlim(-22.5, -15.5)\n", - "pl.ylim(-0.68, 0.68)\n", - "pl.gca().invert_xaxis()\n", - "\n", - "pl.gca().xaxis.set_major_locator(plt.MultipleLocator(1))\n", - "pl.gca().yaxis.set_major_locator(plt.MultipleLocator(0.2))\n", - "\n", - "pl.legend(frameon=True, loc=2)\n", - "pl.show()" - ] - }, - { - "cell_type": "markdown", - "id": "305c054c", - "metadata": { - "papermill": { - "duration": 0.047394, - "end_time": "2022-03-01T13:10:42.871869", - "exception": false, - "start_time": "2022-03-01T13:10:42.824475", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Done." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4e203822", - "metadata": { - "papermill": { - "duration": 0.035635, - "end_time": "2022-03-01T13:10:42.948400", - "exception": false, - "start_time": "2022-03-01T13:10:42.912765", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Lumfn", - "language": "python", - "name": "lumfn" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.9" - }, - "papermill": { - "default_parameters": {}, - "duration": 43.271233, - "end_time": "2022-03-01T13:10:43.708179", - "environment_variables": {}, - "exception": null, - "input_path": "docs/nb/d8LF_qa.ipynb", - "output_path": "test/pm_delta8_qa_G9.ipynb", - "parameters": { - "field": "G9", - "survey": "gama" - }, - "start_time": "2022-03-01T13:10:00.436946", - "version": "2.3.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/tests/pm_kE_catQA.ipynb b/tests/pm_kE_catQA.ipynb deleted file mode 100644 index 24a8f8ae..00000000 --- a/tests/pm_kE_catQA.ipynb +++ /dev/null @@ -1,922 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "595e8cd7", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:38.815265Z", - "iopub.status.busy": "2022-03-01T13:09:38.814273Z", - "iopub.status.idle": "2022-03-01T13:09:38.818166Z", - "shell.execute_reply": "2022-03-01T13:09:38.818807Z" - }, - "papermill": { - "duration": 0.051419, - "end_time": "2022-03-01T13:09:38.819125", - "exception": false, - "start_time": "2022-03-01T13:09:38.767706", - "status": "completed" - }, - "tags": [ - "injected-parameters" - ] - }, - "outputs": [], - "source": [ - "# Parameters\n", - "survey = \"gama\"\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "f6f160dd", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:38.866884Z", - "iopub.status.busy": "2022-03-01T13:09:38.866137Z", - "iopub.status.idle": "2022-03-01T13:09:39.620877Z", - "shell.execute_reply": "2022-03-01T13:09:39.619926Z" - }, - "papermill": { - "duration": 0.780117, - "end_time": "2022-03-01T13:09:39.621127", - "exception": false, - "start_time": "2022-03-01T13:09:38.841010", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "import pylab as pl\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "635fe312", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:39.681403Z", - "iopub.status.busy": "2022-03-01T13:09:39.680519Z", - "iopub.status.idle": "2022-03-01T13:09:39.683369Z", - "shell.execute_reply": "2022-03-01T13:09:39.684042Z" - }, - "papermill": { - "duration": 0.032822, - "end_time": "2022-03-01T13:09:39.684240", - "exception": false, - "start_time": "2022-03-01T13:09:39.651418", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#gold_dir = os.environ['HOME'] + '/data/{}/randoms/'.format(version)\n", - "#randoms_dir = os.environ['HOME'] + '/data/{}/randoms/'.format(version)\n", - "#gold_dir\n", - "#randoms_dir" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "da886386", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:39.732985Z", - "iopub.status.busy": "2022-03-01T13:09:39.732265Z", - "iopub.status.idle": "2022-03-01T13:09:39.735754Z", - "shell.execute_reply": "2022-03-01T13:09:39.735135Z" - }, - "papermill": { - "duration": 0.029479, - "end_time": "2022-03-01T13:09:39.735893", - "exception": false, - "start_time": "2022-03-01T13:09:39.706414", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "os.environ['CODE_ROOT'] = os.environ['HOME'] + '/DESI/'\n", - "\n", - "sys.path.append(os.environ['CODE_ROOT'])" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "c7ad6bdd", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:39.786992Z", - "iopub.status.busy": "2022-03-01T13:09:39.786187Z", - "iopub.status.idle": "2022-03-01T13:09:40.686531Z", - "shell.execute_reply": "2022-03-01T13:09:40.685366Z" - }, - "papermill": { - "duration": 0.931506, - "end_time": "2022-03-01T13:09:40.686778", - "exception": false, - "start_time": "2022-03-01T13:09:39.755272", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import pubplot\n", - "\n", - "from vmaxer import vmaxer\n", - "from astropy.table import Table\n", - "from smith_kcorr import test_plots, test_nonnative_plots\n", - "from cosmo import distmod\n", - "from findfile import findfile" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "93b952aa", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:40.863171Z", - "iopub.status.busy": "2022-03-01T13:09:40.862024Z", - "iopub.status.idle": "2022-03-01T13:09:40.864386Z", - "shell.execute_reply": "2022-03-01T13:09:40.865281Z" - }, - "papermill": { - "duration": 0.149003, - "end_time": "2022-03-01T13:09:40.865545", - "exception": false, - "start_time": "2022-03-01T13:09:40.716542", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "dryrun = False\n", - "version = 'latest'\n", - "survey = 'gama'" - ] - }, - { - "cell_type": "markdown", - "id": "6fe1522c", - "metadata": { - "papermill": { - "duration": 0.024979, - "end_time": "2022-03-01T13:09:40.920010", - "exception": false, - "start_time": "2022-03-01T13:09:40.895031", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "## kE Catalog" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "38cf156d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:40.972260Z", - "iopub.status.busy": "2022-03-01T13:09:40.971550Z", - "iopub.status.idle": "2022-03-01T13:09:41.156161Z", - "shell.execute_reply": "2022-03-01T13:09:41.157085Z" - }, - "papermill": { - "duration": 0.214127, - "end_time": "2022-03-01T13:09:41.157367", - "exception": false, - "start_time": "2022-03-01T13:09:40.943240", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - "\n", - " CATAID OBJID RA DEC R_PETRO ... DDPKCORR_G0P1 DDPKCORR_R0P0 DDPKCORR_G0P0 DDPMALL_0P0 \n", - " deg deg mag ... mag \n", - " int32 int64 float64 float64 float32 ... float64 float64 float64 float64 \n", - "------- ------------------ ------------ ----------- --------- ... -------------------- ------------------- ------------------- -------------------\n", - " 123281 587724649255010654 175.33684943 -2.47765272 18.508278 ... -0.14852937903794905 0.09481072212074988 0.11664591067571423 -18.47872929047227\n", - " 508557 587729971786940946 217.19946129 -1.5769885 19.355307 ... -0.18780013889648303 0.0736533838689939 0.07737515081718024 -16.886468476604264\n", - " 278187 587726031189836412 214.37299238 1.09355577 19.774502 ... 0.02781821076256147 0.1491177263509001 0.29299350047622474 -18.819994177114133\n", - " 279688 587726031693611569 138.75098304 1.00368548 19.595543 ... 0.20273170312397315 0.1819759681101923 0.4679069928376364 -19.812629928564565\n", - " 226964 587726014008983767 211.54730519 1.27628899 18.608667 ... -0.07157599196543818 0.12382875495748744 0.1935992977482251 -19.27059849090123\n", - " 575311 588848899894870378 139.34196376 -0.0220424 19.440626 ... 0.19079772275863327 0.17985435471974592 0.45597301247229655 -19.92174906002283\n", - "3906604 588010931370394161 135.41151504 -1.03192146 19.50927 ... 0.12023284965465014 0.16723257141864606 0.3854081393683134 -19.558595817762477\n", - " 347077 587726033303110021 136.13980551 2.15473271 19.033073 ... 0.1559519348098959 0.1736650613516293 0.42112722452355916 -20.189388562747098\n", - " 30463 587722981738021321 175.36357499 -1.0727638 19.567263 ... 0.1103372332968702 0.16541656974186247 0.3755125230105335 -19.45544302040315\n", - " 518674 588010358530769206 137.46100004 2.79652987 18.87193 ... 0.22765116537214292 0.186437857268606 0.4928264550858062 -20.628813555142305\n", - " 594029 588848899929670010 218.87522247 -0.18246273 18.680634 ... 0.17377765851075683 0.17683415693930493 0.4389529482244201 -20.614616330892073\n", - " ... ... ... ... ... ... ... ... ... ...\n", - " 23370 588848901523833370 181.26516682 1.15279626 19.737528 ... 0.12791537444727238 0.16863027981328405 0.39309066416093563 -19.364662385996915\n", - " 346300 587726033301799354 133.1166957 2.16083858 19.035713 ... 0.17146603779299696 0.17642385008464628 0.43664132750666024 -20.250246328841683\n", - " 592630 588848899927376239 213.64850141 -0.07502164 18.311508 ... -0.02188820776363029 0.13759203179463847 0.24328708195003299 -19.96291955872985\n", - "3913514 588010931372294765 139.78887769 -1.28499437 19.647568 ... 0.1958748923610944 0.18075623731555984 0.4610501820747577 -19.734414142621613\n", - " 278058 587726031188721892 211.82747827 1.15405612 19.38653 ... 0.11317820967668377 0.1659399008381024 0.378353499390347 -19.649253309800333\n", - " 251884 587726015086854272 220.89927655 1.94147891 17.328598 ... -0.14536809101364628 0.09627470942365204 0.11980719870001699 -19.706204962176137\n", - "3625535 587729151449497855 133.20277357 -0.82579562 17.151878 ... 0.10240770700249244 0.16394663458715983 0.3675829967161557 -21.833829561155934\n", - " 197554 587725073916821771 135.79318103 -0.74005421 18.58374 ... 0.08826413302399236 0.16128638070485457 0.3534394227376556 -20.334066021661517\n", - "3593735 587729150378574034 139.64360788 -1.87203636 19.767515 ... 0.1902932773300034 0.1797647952074814 0.45546856704366667 -19.592901823380082\n", - " 97907 587722984422309918 175.13191821 0.85318194 15.490864 ... -0.15416856029597562 0.09212261994731367 0.11100672941768766 -21.407343189472062\n", - " 204889 587725074455462322 139.76775414 -0.33960343 19.796116 ... -0.1901167363949655 0.07219718664271263 0.07505855331869776 -16.389568218019164\n", - " 272817 587726031175221320 180.93562327 1.32164668 17.631397 ... -0.1373710333516305 0.09984894156559601 0.12780425636203277 -19.518543538591956" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='kE', version=version, dryrun=dryrun, survey=survey)\n", - "gama_kE = Table.read(fpath)\n", - "gama_kE" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "65360397", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:41.228109Z", - "iopub.status.busy": "2022-03-01T13:09:41.227370Z", - "iopub.status.idle": "2022-03-01T13:09:41.230324Z", - "shell.execute_reply": "2022-03-01T13:09:41.229716Z" - }, - "papermill": { - "duration": 0.041339, - "end_time": "2022-03-01T13:09:41.230473", - "exception": false, - "start_time": "2022-03-01T13:09:41.189134", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "def color_plot(ctype, xlabel=None, max_col=1.0):\n", - " colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", - " idx = np.digitize(gama_kE['MCOLOR_0P0'], np.arange(-23., -17., 1.))\n", - "\n", - " if xlabel == None:\n", - " xlabel = ctype\n", - " \n", - " for count, jj in enumerate(np.unique(idx)):\n", - " sample = gama_kE[(idx == jj) & (gama_kE['MCOLOR_0P0'].data >= -23.) & (gama_kE['MCOLOR_0P0'].data <= -17.)]\n", - " nsample = len(sample)\n", - "\n", - " if nsample == 0:\n", - " continue\n", - " \n", - " dbin = 0.05\n", - " bins = np.arange(-0.5, max_col, dbin)\n", - " \n", - " ns, _ = np.histogram(sample[ctype], bins=bins)\n", - " \n", - " centres = bins[:-1] + dbin/2.\n", - " \n", - " plt.plot(centres, ns / nsample, lw=2, color=colors[count], label=r'{:.0f} $\\leq M_r \\leq$ {:.0f}'.format(sample['MCOLOR_0P0'].min(),\\\n", - " sample['MCOLOR_0P0'].max()))\n", - "\n", - " plt.axvline(0.63, c='black', lw=0.5)\n", - "\n", - " plt.xlabel(xlabel)\n", - " plt.ylabel(r'$p$({})'.format(ctype), fontsize=14)\n", - " \n", - " plt.xlim(-0.1, max_col)\n", - " \n", - " plt.legend(frameon=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "49d7aa61", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:41.276319Z", - "iopub.status.busy": "2022-03-01T13:09:41.275764Z", - "iopub.status.idle": "2022-03-01T13:09:41.911415Z", - "shell.execute_reply": "2022-03-01T13:09:41.912304Z" - }, - "papermill": { - "duration": 0.661221, - "end_time": "2022-03-01T13:09:41.912578", - "exception": false, - "start_time": "2022-03-01T13:09:41.251357", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", 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\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, axes = plt.subplots(1, 2, figsize=(20,10))\n", - "\n", - "test_plots(axes)\n", - "\n", - "for idx in np.unique(gama_kE['REST_GMR_0P1_INDEX']):\n", - " isin = gama_kE['REST_GMR_0P1_INDEX'] == idx\n", - " \n", - " n_in = np.count_nonzero(isin)\n", - " \n", - " axes[0].scatter(gama_kE['ZGAMA'][isin], gama_kE['KCORR_R0P1'][isin], s=0.25)\n", - " axes[1].scatter(gama_kE['ZGAMA'][isin], gama_kE['KCORR_G0P1'][isin], s=0.25)\n", - " \n", - " axes[0].set_xlim(0, 0.3)\n", - " axes[1].set_xlim(0, 0.3)\n", - "\n", - " axes[0].set_ylim(-0.4, 1.05)\n", - " axes[1].set_ylim(-0.4, 1.05)\n", - " \n", - "axes[0].legend(ncol=1, frameon=False, loc=2, fontsize=20)\n", - "axes[1].get_legend().remove()" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "4d7313b5", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:43.973634Z", - "iopub.status.busy": "2022-03-01T13:09:43.966772Z", - "iopub.status.idle": "2022-03-01T13:09:44.652435Z", - "shell.execute_reply": "2022-03-01T13:09:44.653284Z" - }, - "papermill": { - "duration": 0.770054, - "end_time": "2022-03-01T13:09:44.653563", - "exception": false, - "start_time": "2022-03-01T13:09:43.883509", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, axes = plt.subplots(1, 2, figsize=(20,10))\n", - "\n", - "test_nonnative_plots(axes, 0.0)\n", - "\n", - "for idx in np.unique(gama_kE['REST_GMR_0P1_INDEX']):\n", - " isin = gama_kE['REST_GMR_0P1_INDEX'] == idx\n", - " \n", - " axes[0].scatter(gama_kE['ZGAMA'][isin], gama_kE['KCORR_R0P0'][isin], s=0.25)\n", - " axes[1].scatter(gama_kE['ZGAMA'][isin], gama_kE['KCORR_G0P0'][isin], s=0.25)\n", - " \n", - " axes[0].set_xlim(0, 0.3)\n", - " axes[1].set_xlim(0, 0.3)\n", - "\n", - " axes[0].set_ylim(-0.4, 1.05)\n", - " axes[1].set_ylim(-0.4, 1.05)\n", - " \n", - "axes[0].legend(ncol=1, frameon=False, loc=2, fontsize=20)" - ] - }, - { - "cell_type": "raw", - "id": "eda83580", - "metadata": { - "papermill": { - "duration": 0.047317, - "end_time": "2022-03-01T13:09:44.764680", - "exception": false, - "start_time": "2022-03-01T13:09:44.717363", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "fig, axes = plt.subplots(1, 2, figsize=(15,5))\n", - "\n", - "for idx in np.unique(gama_kE['REST_GMR_0P1_INDEX'])[1:]:\n", - " isin = gama_kE['REST_GMR_0P1_INDEX'] == idx\n", - " \n", - " axes[0].scatter(gama_kE['ZGAMA'][isin], gama_kE['Z_THETA_QCOLOR'][isin], s=0.25)\n", - " axes[1].scatter(gama_kE['ZGAMA'][isin], gama_kE['Z_THETA_QCOLOR'][isin], s=0.25)\n", - " \n", - " axes[0].set_xlim(0.025, 0.30)\n", - " axes[1].set_xlim(0.025, 0.30)\n", - "\n", - " axes[0].set_ylim(35., 40.1)\n", - " axes[1].set_ylim(35., 40.1)\n", - " \n", - "axes[0].set_xlabel('z')\n", - "axes[1].set_xlabel('z')\n", - "\n", - "axes[0].set_ylabel(r'$\\theta(z)$')\n", - "axes[1].set_ylabel(r'$\\theta(z)$')" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "fd14698c", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:44.893990Z", - "iopub.status.busy": "2022-03-01T13:09:44.889437Z", - "iopub.status.idle": "2022-03-01T13:09:45.193023Z", - "shell.execute_reply": "2022-03-01T13:09:45.193945Z" - }, - "papermill": { - "duration": 0.388759, - "end_time": "2022-03-01T13:09:45.194234", - "exception": false, - "start_time": "2022-03-01T13:09:44.805475", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "pl.plot(gama_kE['ZGAMA'], gama_kE['EQ_ALL_0P0'], marker=',', lw=0.0, label='All')\n", - "pl.plot(gama_kE['ZGAMA'], gama_kE['EQ_COLOR_0P0'], marker=',', lw=0.0, label='Colour')\n", - "\n", - "pl.xlabel(r'$z$')\n", - "pl.ylabel(r'$E_Q(z)$')\n", - "\n", - "pl.xlim(0.0,0.3)\n", - "pl.ylim(-0.6, 0.0)\n", - "\n", - "pl.legend(frameon=False)" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "b142f97c", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:45.362398Z", - "iopub.status.busy": "2022-03-01T13:09:45.318690Z", - "iopub.status.idle": "2022-03-01T13:09:45.547420Z", - "shell.execute_reply": "2022-03-01T13:09:45.548260Z" - }, - "papermill": { - "duration": 0.28713, - "end_time": "2022-03-01T13:09:45.548517", - "exception": false, - "start_time": "2022-03-01T13:09:45.261387", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(gama_kE['MALL_0P0'], histtype='step', bins=np.arange(-24., -16.0, 0.25), label='All')\n", - "_ = pl.hist(gama_kE['MCOLOR_0P0'], histtype='step', bins=np.arange(-24., -16.0, 0.25), label='Color')\n", - "\n", - "pl.xlabel(r'$^{0.0}M$', fontsize=16)\n", - "pl.ylabel('$N$')\n", - "\n", - "pl.legend(frameon=False)" - ] - }, - { - "cell_type": "raw", - "id": "67a4b440", - "metadata": { - "papermill": { - "duration": 0.047145, - "end_time": "2022-03-01T13:09:45.660989", - "exception": false, - "start_time": "2022-03-01T13:09:45.613844", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "for idx in np.unique(gama_kE['REST_GMR_0P1_INDEX']):\n", - " fig, ax = plt.subplots(1,1,figsize=(10,10))\n", - " pl.sca(ax)\n", - " \n", - " isin = gama_kE['REST_GMR_0P1_INDEX'] == idx\n", - "\n", - " plt.scatter(gama_kE['ZGAMA'][isin], gama_kE['MCOLOR_0P0'][isin], s=0.25)\n", - "\n", - " plt.xlabel(r'$Z$')\n", - " plt.ylabel(r'MCOLOR_0P0')\n", - " plt.xlim(0.03, 0.27)\n", - " plt.ylim(-15., -22.5) \n", - " pl.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "006326af", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:45.824479Z", - "iopub.status.busy": "2022-03-01T13:09:45.818786Z", - "iopub.status.idle": "2022-03-01T13:09:47.179260Z", - "shell.execute_reply": "2022-03-01T13:09:47.180109Z" - }, - "papermill": { - "duration": 1.47942, - "end_time": "2022-03-01T13:09:47.180392", - "exception": false, - "start_time": "2022-03-01T13:09:45.700972", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(1,1,figsize=(10,10))\n", - "\n", - "pl.sca(ax)\n", - "\n", - "plt.scatter(gama_kE['ZGAMA'], gama_kE['MCOLOR_0P0'], c=gama_kE['REST_GMR_0P0'], s=0.25, vmin=0.0, vmax=1.0)\n", - "plt.xlabel(r'$z$')\n", - "plt.ylabel(r'$^{0.0}M_{\\rm Colour}$', fontsize=16)\n", - "\n", - "plt.xlim(0.03, 0.27)\n", - "plt.ylim(-15., -22.5)\n", - "\n", - "plt.colorbar(label = r'$^{0.0}(g-r)$')" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "2152fed6", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:47.511142Z", - "iopub.status.busy": "2022-03-01T13:09:47.509989Z", - "iopub.status.idle": "2022-03-01T13:09:48.826459Z", - "shell.execute_reply": "2022-03-01T13:09:48.827313Z" - }, - "papermill": { - "duration": 1.562855, - "end_time": "2022-03-01T13:09:48.827589", - "exception": false, - "start_time": "2022-03-01T13:09:47.264734", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(1,1,figsize=(10,10))\n", - "pl.sca(ax)\n", - "\n", - "plt.scatter(gama_kE['GMR'], gama_kE['REST_GMR_0P0'], c=gama_kE['ZGAMA'], s=0.25)\n", - "plt.xlabel(r'$(g-r)$')\n", - "plt.ylabel(r'$^{0.0}(g-r)$')\n", - "plt.xlim(-0.05, 2.0)\n", - "plt.ylim( 0.0, 1.5)\n", - "plt.colorbar(label='z')" - ] - }, - { - "cell_type": "markdown", - "id": "95a84e2f", - "metadata": { - "papermill": { - "duration": 0.061755, - "end_time": "2022-03-01T13:09:48.978848", - "exception": false, - "start_time": "2022-03-01T13:09:48.917093", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Done." - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Lumfn", - "language": "python", - "name": "lumfn" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.9" - }, - "papermill": { - "default_parameters": {}, - "duration": 11.937494, - "end_time": "2022-03-01T13:09:49.498770", - "environment_variables": {}, - "exception": null, - "input_path": "docs/nb/kE_catQA.ipynb", - "output_path": "test/pm_kE_catQA.ipynb", - "parameters": { - "survey": "gama" - }, - "start_time": "2022-03-01T13:09:37.561276", - "version": "2.3.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/tests/pm_lumfn.ipynb b/tests/pm_lumfn.ipynb deleted file mode 100644 index e8650a16..00000000 --- a/tests/pm_lumfn.ipynb +++ /dev/null @@ -1,699 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "95215f52", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:57.038518Z", - "iopub.status.busy": "2022-03-01T13:09:57.037624Z", - "iopub.status.idle": "2022-03-01T13:09:57.041775Z", - "shell.execute_reply": "2022-03-01T13:09:57.042463Z" - 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"import numpy as np\n", - "\n", - "# from getdist import plots, MCSamples \n", - "from astropy.table import Table" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "df8f9466", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:58.569068Z", - "iopub.status.busy": "2022-03-01T13:09:58.568286Z", - "iopub.status.idle": "2022-03-01T13:09:58.571749Z", - "shell.execute_reply": "2022-03-01T13:09:58.571138Z" - }, - "papermill": { - "duration": 0.033519, - "end_time": "2022-03-01T13:09:58.571899", - "exception": false, - "start_time": "2022-03-01T13:09:58.538380", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "sys.path.append(os.environ['HOME'] + '/DESI/')" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "bfe94cb8", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:58.611526Z", - "iopub.status.busy": "2022-03-01T13:09:58.611103Z", - "iopub.status.idle": "2022-03-01T13:09:58.831211Z", - 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" - ], - "text/plain": [ - "\n", - " MEDIAN_M PHI_N PHI_N_ERROR PHI_IVMAX PHI_IVMAX_ERROR N V_ON_VMAX \n", - " float64 float64 float64 float64 float64 float64 float64 \n", - "------------------- ---------------------- ---------------------- --------------------- ---------------------- ------- --------------------\n", - " -25.4 0.0 0.0 0.0 0.0 0.0 --\n", - "-25.200000000000003 0.0 0.0 0.0 0.0 0.0 --\n", - " -25.0 0.0 0.0 0.0 0.0 0.0 --\n", - "-24.800000000000004 0.0 0.0 0.0 0.0 0.0 --\n", - " -24.6 0.0 0.0 0.0 0.0 0.0 --\n", - "-24.400000000000006 0.0 0.0 0.0 0.0 0.0 --\n", - "-24.200000000000003 0.0 0.0 0.0 0.0 0.0 --\n", - "-24.000000000000007 0.0 0.0 0.0 0.0 0.0 --\n", - "-23.800000000000004 0.0 0.0 0.0 0.0 0.0 --\n", - " -23.60000000000001 0.0 0.0 0.0 0.0 0.0 --\n", - "-23.400000000000006 0.0 0.0 0.0 0.0 0.0 --\n", - " -23.42293176064758 6.583415764087122e-07 6.583415764087122e-07 6.584922389746205e-07 6.584922389746205e-07 1.0 0.9997712006960888\n", - " ... ... ... ... ... ... ...\n", - "-18.210680967022103 0.001580678124957318 3.22587372440269e-05 0.012580438881076109 0.0002594531471564492 2401.0 0.12964537729372896\n", - "-18.005531487039228 0.0011863315206884996 2.794658053274875e-05 0.012409594762771885 0.00029482208472765846 1802.0 0.09813916342801689\n", - "-17.806770806245083 0.000992779097224338 2.5565362424426706e-05 0.01381931287635131 0.0003588176756506515 1508.0 0.07389117751531793\n", - " -17.60540082245031 0.0007972516490309505 2.2909908498671075e-05 0.014698315005989913 0.0004251688564666649 1211.0 0.05518194314959416\n", - "-17.403713154375016 0.0006827002147358345 2.1200234328510514e-05 0.016877688941591893 0.0005273854139469358 1037.0 0.041027935766775755\n", - "-17.212893850404157 0.0005516902410305008 1.9057823143510443e-05 0.018073731805247826 0.0006278194700539957 838.0 0.030985802528041846\n", - "-17.016257753703133 0.00035155440180225235 1.5213246828863214e-05 0.015731810903988393 0.0006850130616316443 534.0 0.022844181546381424\n", - "-16.806631082779923 0.00025543653164658033 1.2967825142119382e-05 0.01604767169743556 0.0008200072856345317 388.0 0.016161457253183884\n", - "-16.604055320370207 0.0002383196506599538 1.2525802748911848e-05 0.021058990156774846 0.001113913779532084 362.0 0.01144087266008334\n", - "-16.407765796266453 0.00020737759656874435 1.1684403871696542e-05 0.026579095532122038 0.001507698282257368 315.0 0.007817437918952234\n", - "-16.228752020563036 0.00010796801853102881 8.43088580882475e-06 0.0207362383674028 0.0016335749191855819 164.0 0.005359130088187801\n", - "-16.007578916653898 5.727571714755796e-05 6.140601429572092e-06 0.01942763995932177 0.002111248913362894 87.0 0.003012505265889661" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='lumfn', dryrun=dryrun, version=version, survey=survey)\n", - "gama_lf = Table.read(fpath)\n", - "\n", - "#gama_lf['S2N_N'] = gama_lf['PHI_N'] / gama_lf['PHI_N_ERROR']\n", - "#gama_lf['S2N_IVMAX'] = gama_lf['PHI_IVMAX'] / gama_lf['PHI_IVMAX_ERROR']\n", - "gama_lf" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "c777c0e9", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:59.213788Z", - "iopub.status.busy": "2022-03-01T13:09:59.212807Z", - "iopub.status.idle": "2022-03-01T13:09:59.502729Z", - "shell.execute_reply": "2022-03-01T13:09:59.503273Z" - }, - "papermill": { - "duration": 0.324774, - "end_time": "2022-03-01T13:09:59.503471", - "exception": false, - "start_time": "2022-03-01T13:09:59.178697", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_158793/68074749.py:6: RuntimeWarning: divide by zero encountered in log10\n", - " pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), gama_lf['PHI_N_ERROR'] / gama_lf['PHI_N'] / np.log(10.), label='RAW', alpha=0.4, lw=2)\n", - "/tmp/ipykernel_158793/68074749.py:6: RuntimeWarning: invalid value encountered in true_divide\n", - " pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), gama_lf['PHI_N_ERROR'] / gama_lf['PHI_N'] / np.log(10.), label='RAW', alpha=0.4, lw=2)\n", - "/tmp/ipykernel_158793/68074749.py:7: RuntimeWarning: divide by zero encountered in log10\n", - " pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), gama_lf['PHI_IVMAX_ERROR'] / gama_lf['PHI_IVMAX'] / np.log(10.), label='IVMAX', lw=2)\n", - "/tmp/ipykernel_158793/68074749.py:7: RuntimeWarning: invalid value encountered in true_divide\n", - " pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), gama_lf['PHI_IVMAX_ERROR'] / gama_lf['PHI_IVMAX'] / np.log(10.), label='IVMAX', lw=2)\n" - ] - }, - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'gama')" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "Ms = np.arange(-23., -15., 0.01)\n", - "sc = named_schechter(Ms, named_type='TMR')\n", - "\n", - "pl.plot(Ms, np.log10(sc), label='TMR', lw=2)\n", - "\n", - "pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), gama_lf['PHI_N_ERROR'] / gama_lf['PHI_N'] / np.log(10.), label='RAW', alpha=0.4, lw=2)\n", - "pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), gama_lf['PHI_IVMAX_ERROR'] / gama_lf['PHI_IVMAX'] / np.log(10.), label='IVMAX', lw=2)\n", - "\n", - "pl.xlabel(r'$M_r^e - 5 \\log_{10}|h|$')\n", - "pl.ylabel(r'$\\log_{10} \\left[ \\frac{\\phi_\\delta(M)}{h^{-3} \\ {\\rm Mpc}^{3} \\ {\\rm Mag}^{}} \\right] $')\n", - "\n", - "pl.ylim(-4.25, -.75)\n", - "pl.xlim(-23., -15.5)\n", - "\n", - "pl.legend(frameon=True, loc=2)\n", - "pl.title(survey)" - ] - }, - { - "cell_type": "markdown", - "id": "c5719b22", - "metadata": { - "papermill": { - "duration": 0.020587, - "end_time": "2022-03-01T13:09:59.545906", - "exception": false, - "start_time": "2022-03-01T13:09:59.525319", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "## Cobaya" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "44c3e795", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:59.589913Z", - "iopub.status.busy": "2022-03-01T13:09:59.589389Z", - "iopub.status.idle": "2022-03-01T13:09:59.592118Z", - "shell.execute_reply": "2022-03-01T13:09:59.592503Z" - }, - "papermill": { - "duration": 0.027686, - "end_time": "2022-03-01T13:09:59.592634", - "exception": false, - "start_time": "2022-03-01T13:09:59.564948", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#root = '/cosma/home/durham/{}/data/GAMA4/cobaya/'.format(os.environ['USER'])" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "2e269260", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:59.630314Z", - "iopub.status.busy": "2022-03-01T13:09:59.629850Z", - "iopub.status.idle": "2022-03-01T13:09:59.632636Z", - "shell.execute_reply": "2022-03-01T13:09:59.632994Z" - }, - "papermill": { - "duration": 0.023404, - "end_time": "2022-03-01T13:09:59.633109", - "exception": false, - "start_time": "2022-03-01T13:09:59.609705", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#dat = Table.read(root + 'schechter_chain.1.txt', format='ascii') " - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "d5c012ce", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:59.666604Z", - "iopub.status.busy": "2022-03-01T13:09:59.666180Z", - "iopub.status.idle": "2022-03-01T13:09:59.669031Z", - "shell.execute_reply": "2022-03-01T13:09:59.668553Z" - }, - "papermill": { - "duration": 0.02177, - "end_time": "2022-03-01T13:09:59.669127", - "exception": false, - "start_time": "2022-03-01T13:09:59.647357", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#samples = np.c_[dat['log10phistar'], dat['Mstar'], dat['alpha']]" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "563d77d3", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:59.702964Z", - "iopub.status.busy": "2022-03-01T13:09:59.702501Z", - "iopub.status.idle": "2022-03-01T13:09:59.705437Z", - "shell.execute_reply": "2022-03-01T13:09:59.705771Z" - }, - "papermill": { - "duration": 0.022141, - "end_time": "2022-03-01T13:09:59.705876", - "exception": false, - "start_time": "2022-03-01T13:09:59.683735", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#samples = MCSamples(samples=samples, names=['log10phistar', 'Mstar', 'alpha'], labels=['log10phistar', 'Mstar', 'alpha'])" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "cb8c49f0", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:59.741556Z", - "iopub.status.busy": "2022-03-01T13:09:59.741006Z", - "iopub.status.idle": "2022-03-01T13:09:59.743798Z", - "shell.execute_reply": "2022-03-01T13:09:59.744145Z" - }, - "papermill": { - "duration": 0.023579, - "end_time": "2022-03-01T13:09:59.744265", - "exception": false, - "start_time": "2022-03-01T13:09:59.720686", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "tmr_ref = {'log10phistar': -2.01, 'Mstar': -20.89, 'alpha': -1.25}" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "84d194c1", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:59.791099Z", - "iopub.status.busy": "2022-03-01T13:09:59.790400Z", - "iopub.status.idle": "2022-03-01T13:09:59.793387Z", - "shell.execute_reply": "2022-03-01T13:09:59.793919Z" - }, - "papermill": { - "duration": 0.034777, - "end_time": "2022-03-01T13:09:59.794081", - "exception": false, - "start_time": "2022-03-01T13:09:59.759304", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#g = plots.get_subplot_plotter()" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "0c6cebcf", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:59.841949Z", - "iopub.status.busy": "2022-03-01T13:09:59.841416Z", - "iopub.status.idle": "2022-03-01T13:09:59.843879Z", - "shell.execute_reply": "2022-03-01T13:09:59.844306Z" - }, - "papermill": { - "duration": 0.028058, - "end_time": "2022-03-01T13:09:59.844438", - "exception": false, - "start_time": "2022-03-01T13:09:59.816380", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "#g.triangle_plot([samples], filled=True) " - ] - }, - { - "cell_type": "markdown", - "id": "e6b4de7a", - "metadata": { - "papermill": { - "duration": 0.017946, - "end_time": "2022-03-01T13:09:59.881366", - "exception": false, - "start_time": "2022-03-01T13:09:59.863420", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Done." - ] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Lumfn", - "language": "python", - "name": "lumfn" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.9" - }, - "papermill": { - "default_parameters": {}, - "duration": 4.448546, - "end_time": "2022-03-01T13:10:00.318365", - "environment_variables": {}, - "exception": null, - "input_path": "docs/nb/lumfn.ipynb", - "output_path": "test/pm_lumfn.ipynb", - "parameters": { - "survey": "gama" - }, - "start_time": "2022-03-01T13:09:55.869819", - "version": "2.3.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/tests/pm_randoms_n8_G12_qa.ipynb b/tests/pm_randoms_n8_G12_qa.ipynb deleted file mode 100644 index 3473b55f..00000000 --- a/tests/pm_randoms_n8_G12_qa.ipynb +++ /dev/null @@ -1,2463 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "4d4bdb0d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:18.498340Z", - "iopub.status.busy": "2022-03-01T13:00:18.497582Z", - "iopub.status.idle": "2022-03-01T13:00:20.088016Z", - "shell.execute_reply": "2022-03-01T13:00:20.086931Z" - }, - "papermill": { - "duration": 1.661254, - "end_time": "2022-03-01T13:00:20.088277", - "exception": false, - "start_time": "2022-03-01T13:00:18.427023", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "import fitsio\n", - "import pylab as pl\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import astropy.io.fits as fits\n", - "import matplotlib as mpl\n", - "\n", - "from astropy.table import Table" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "a502e89a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:20.403910Z", - "iopub.status.busy": "2022-03-01T13:00:20.403138Z", - "iopub.status.idle": "2022-03-01T13:00:20.408377Z", - "shell.execute_reply": "2022-03-01T13:00:20.407701Z" - }, - "papermill": { - "duration": 0.070613, - "end_time": "2022-03-01T13:00:20.408541", - "exception": false, - "start_time": "2022-03-01T13:00:20.337928", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/cosma/home/durham/dc-moor2/DESI\n", - "/cosma/home/durham\n" - ] - } - ], - "source": [ - "cwd = os.getcwd()\n", - "code_root = '/'.join(x for x in cwd.split('/')[:-2])\n", - "\n", - "sys.path.append(code_root)\n", - "\n", - "print(cwd)\n", - "print(code_root)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "dbd911e2", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:20.514498Z", - "iopub.status.busy": "2022-03-01T13:00:20.513357Z", - "iopub.status.idle": "2022-03-01T13:00:21.003280Z", - "shell.execute_reply": "2022-03-01T13:00:21.004197Z" - }, - "papermill": { - "duration": 0.553197, - "end_time": "2022-03-01T13:00:21.004508", - "exception": false, - "start_time": "2022-03-01T13:00:20.451311", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import pubplot\n", - "\n", - "from cosmo import cosmo, fsky\n", - "from cartesian import rotate\n", - "from findfile import findfile\n", - "from poisson import fillfactor_expectation, fillfactor_poisson" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "56a9af6f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:21.236124Z", - "iopub.status.busy": "2022-03-01T13:00:21.235403Z", - "iopub.status.idle": "2022-03-01T13:00:21.238959Z", - "shell.execute_reply": "2022-03-01T13:00:21.238393Z" - }, - "papermill": { - "duration": 0.077608, - "end_time": "2022-03-01T13:00:21.239115", - "exception": false, - "start_time": "2022-03-01T13:00:21.161507", - "status": "completed" - }, - "tags": [ - "parameters" - ] - }, - "outputs": [], - "source": [ - "# update pytest\n", - "\n", - "survey = 'gama'\n", - "field = 'G9'\n", - "dryrun = False\n", - "realz = 0\n", - "version = 'latest'" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "a7301093", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:21.316246Z", - "iopub.status.busy": "2022-03-01T13:00:21.315756Z", - "iopub.status.idle": "2022-03-01T13:00:21.318846Z", - "shell.execute_reply": "2022-03-01T13:00:21.319215Z" - }, - "papermill": { - "duration": 0.040907, - "end_time": "2022-03-01T13:00:21.319340", - "exception": false, - "start_time": "2022-03-01T13:00:21.278433", - "status": "completed" - }, - "tags": [ - "injected-parameters" - ] - }, - "outputs": [], - "source": [ - "# Parameters\n", - "field = \"G12\"\n", - "survey = \"gama\"\n" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "d0fd39e6", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:21.379442Z", - "iopub.status.busy": "2022-03-01T13:00:21.379011Z", - "iopub.status.idle": "2022-03-01T13:00:21.382211Z", - "shell.execute_reply": "2022-03-01T13:00:21.382560Z" - }, - "papermill": { - "duration": 0.035734, - "end_time": "2022-03-01T13:00:21.382683", - "exception": false, - "start_time": "2022-03-01T13:00:21.346949", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "nbar = 2.\n", - "radius = 8." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "9b287a86", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:21.440778Z", - "iopub.status.busy": "2022-03-01T13:00:21.440339Z", - "iopub.status.idle": "2022-03-01T13:00:23.739189Z", - "shell.execute_reply": "2022-03-01T13:00:23.740048Z" - }, - "papermill": { - "duration": 2.33139, - "end_time": "2022-03-01T13:00:23.740323", - "exception": false, - "start_time": "2022-03-01T13:00:21.408933", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n" - ] - }, - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 10127636),\n", - " ('FIELD', 'G12'),\n", - " ('AREA', 60.0),\n", - " ('VOL', 2531908.950723488),\n", - " ('RAND_DENS', 4.00000007784879),\n", - " ('VOL8', 2144.660584850632),\n", - " ('NRAND8', 8578.642506361759),\n", - " ('NRAND8_PERR', 92.62096148476196),\n", - " ('EXTNAME', 'RANDOMS')])" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='randoms', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "rand = Table.read(fpath)\n", - "rand.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "efc61629", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:23.844959Z", - "iopub.status.busy": "2022-03-01T13:00:23.844350Z", - "iopub.status.idle": "2022-03-01T13:00:23.847976Z", - "shell.execute_reply": "2022-03-01T13:00:23.848510Z" - }, - "papermill": { - "duration": 0.053824, - "end_time": "2022-03-01T13:00:23.848655", - "exception": false, - "start_time": "2022-03-01T13:00:23.794831", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "'/cosma/home/durham/dc-moor2/data/v4/randoms/randoms_G12_0.fits'" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "f2231ede", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:23.920974Z", - "iopub.status.busy": "2022-03-01T13:00:23.920522Z", - "iopub.status.idle": "2022-03-01T13:00:26.601242Z", - "shell.execute_reply": "2022-03-01T13:00:26.602102Z" - }, - "papermill": { - "duration": 2.718658, - "end_time": "2022-03-01T13:00:26.602376", - "exception": false, - "start_time": "2022-03-01T13:00:23.883718", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 10127636),\n", - " ('FIELD', 'G12'),\n", - " ('AREA', 60.0),\n", - " ('VOL', 2531908.950723488),\n", - " ('RAND_DENS', 4.00000007784879),\n", - " ('VOL8', 2144.660584850632),\n", - " ('NRAND8', 8578.642506361759),\n", - " ('NRAND8_PERR', 92.62096148476196),\n", - " ('EXTNAME', 'RANDOMS'),\n", - " ('RSPHERE', 8.0)])" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='randoms_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "rand = Table.read(fpath)\n", - "rand.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "7be42d53", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:26.708062Z", - "iopub.status.busy": "2022-03-01T13:00:26.707446Z", - "iopub.status.idle": "2022-03-01T13:00:30.430296Z", - "shell.execute_reply": "2022-03-01T13:00:30.430715Z" - }, - "papermill": { - "duration": 3.772748, - "end_time": "2022-03-01T13:00:30.431004", - "exception": false, - "start_time": "2022-03-01T13:00:26.658256", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 10127636),\n", - " ('FIELD', 'G12'),\n", - " ('AREA', 60.0),\n", - " ('VOL', 2531908.950723488),\n", - " ('RAND_DENS', 4.00000007784879),\n", - " ('VOL8', 2144.660584850632),\n", - " ('NRAND8', 8578.642506361759),\n", - " ('NRAND8_PERR', 92.62096148476196),\n", - " ('EXTNAME', 'RANDOMS'),\n", - " ('RSPHERE', 8.0)])" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='randoms_bd', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "rand = Table.read(fpath)\n", - "rand.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "56a9ff14", - 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"duration": 7.499586, - "end_time": "2022-03-01T13:00:38.073771", - "exception": false, - "start_time": "2022-03-01T13:00:30.574185", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 10127636),\n", - " ('FIELD', 'G12'),\n", - " ('AREA', 180.0),\n", - " ('VOL', 2531908.950723488),\n", - " ('RAND_DENS', 4.00000007784879),\n", - " ('VOL8', 2144.660584850632),\n", - " ('NRAND8', 8578.642506361759),\n", - " ('NRAND8_PERR', 92.62096148476196),\n", - " ('EXTNAME', 'TilingCat'),\n", - " ('RSPHERE', 8.0),\n", - " ('TCOMM1', 'GAMA ID'),\n", - " ('TUCD1', 'meta.id;meta.main'),\n", - " ('TCOMM2', 'SDSS objid'),\n", - " ('TUCD2', 'meta.id'),\n", - " ('TCOMM3', 'J2000 coordinate'),\n", - " ('TUCD3', 'pos.eq.ra'),\n", - " ('TCOMM4', 'J2000 coordinate'),\n", - " ('TUCD4', 'pos.eq.dec'),\n", - " ('TCOMM5', '3-arcsec fiber magnitude'),\n", - " ('TUCD5', 'phot.mag;em.opt.R'),\n", - " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", - " ('TUCD6', 'phot.mag;em.opt.R'),\n", - " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD7', 'phot.mag;em.opt.U'),\n", - " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD8', 'phot.mag;em.opt.B'),\n", - " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD9', 'phot.mag;em.opt.R'),\n", - " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD10', 'phot.mag;em.opt.I'),\n", - " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD11', 'phot.mag;em.opt.I'),\n", - " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", - " ('TUCD12', 'meta.code;meta.dataset'),\n", - " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", - " ('TUCD13', 'src.redshift'),\n", - " ('TCOMM14', 'Quality of redshift'),\n", - " ('TUCD14', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", - " ('TUCD15', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", - " ('TUCD16', 'meta.id.cross;spect'),\n", - " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", - " ('TUCD17', 'src.redshift;stat.error'),\n", - " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", - " ('TUCD18', 'meta.number;spect'),\n", - " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", - " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", - " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", - " ('TUCD20', 'src.class.starGalaxy'),\n", - " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", - " ('TUCD21', 'src.class.starGalaxy'),\n", - " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", - " ('TUCD22', 'phot.mag;em.IR.K'),\n", - " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", - " ('TUCD23', 'phot.flux.density;em.radio'),\n", - " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", - " ('TUCD24', 'meta.code'),\n", - " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", - " ('TUCD25', 'meta.code'),\n", - " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", - " ('TUCD26', 'meta.code'),\n", - " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", - " ('TUCD27', 'meta.code.class'),\n", - " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", - " ('TUCD28', 'meta.code.class'),\n", - " ('TCOMM29', 'Priorities for targeting, see notes'),\n", - " ('TUCD29', 'meta.code.class'),\n", - " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", - " ('TUCD30', 'meta.code.class'),\n", - " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", - " ('TUCD31', 'meta.code.cross'),\n", - " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", - " ('TUCD32', 'meta.code'),\n", - " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", - " ('TUCD33', 'meta.code'),\n", - " ('TCOMM34', 'Visual classification, see notes'),\n", - " ('TUCD34', 'mata.code.qual'),\n", - " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", - " ('TUCD35', 'meta.id'),\n", - " ('DATE-HDU', '2015-09-04T13:22:37'),\n", - " ('STILVERS', '3.0-8'),\n", - " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", - " ('DMU', 'EqInputCat'),\n", - " ('NAME', 'TilingCat'),\n", - " ('VERSION', 'v46'),\n", - " ('DATE', '2015-05-22'),\n", - " ('CONTACT', 'Ivan Baldry '),\n", - " ('GOLD_NGAL', 113687),\n", - " ('DDP1_ZMIN', 0.0390699990093708),\n", - " ('DDP1_ZMAX', 0.2629899978637695),\n", - " ('DDP1_VZ', 7594754.153764196),\n", - " ('DDP1ZLIMS_NGAL', 113687),\n", - " ('DDP1_NGAL', 45293),\n", - " ('DDP1_DENS', 0.005963721679858641),\n", - " ('DDP2_ZMIN', 0.03914999961853027),\n", - " ('DDP2_ZMAX', 0.1937000006437302),\n", - " ('DDP2_VZ', 3156659.558717707),\n", - " ('DDP2ZLIMS_NGAL', 73942),\n", - " ('DDP2_NGAL', 33396),\n", - " ('DDP2_DENS', 0.01057953807776663),\n", - " ('DDP3_ZMIN', 0.03903000056743622),\n", - " ('DDP3_ZMAX', 0.1015800014138222),\n", - " ('DDP3_VZ', 457819.2340050841),\n", - " ('DDP3ZLIMS_NGAL', 18121),\n", - " ('DDP3_NGAL', 8842),\n", - " ('DDP3_DENS', 0.01931329953669401),\n", - " ('TMR_DDP1', '[-21.8, -20.1]'),\n", - " ('TMR_DDP2', '[-20.6, -19.3]'),\n", - " ('TMR_DDP3', '[-19.6, -17.8]'),\n", - " ('D80LIMS', '[-1.0, -0.75]'),\n", - " ('D81LIMS', '[-0.75, -0.55]'),\n", - " ('D82LIMS', '[-0.55, -0.4]'),\n", - " ('D83LIMS', '[-0.4, 0.0]'),\n", - " ('D84LIMS', '[0.0, 0.7]'),\n", - " ('D85LIMS', '[0.7, 1.6]'),\n", - " ('D86LIMS', '[1.6, 2.9]'),\n", - " ('D87LIMS', '[2.9, 4.0]'),\n", - " ('D88LIMS', '[4.0, 10000.0]'),\n", - " ('DDP1_d0_VOLFRAC', '1.977538e-01'),\n", - " ('DDP1_d0_TIERMEDd8', '-9.197605e-01'),\n", - " ('DDP1_d1_VOLFRAC', '8.530462e-02'),\n", - " ('DDP1_d1_TIERMEDd8', '-6.659750e-01'),\n", - " ('DDP1_d2_VOLFRAC', '6.812855e-02'),\n", - " ('DDP1_d2_TIERMEDd8', '-4.902682e-01'),\n", - " ('DDP1_d3_VOLFRAC', '1.283753e-01'),\n", - " ('DDP1_d3_TIERMEDd8', '-2.181489e-01'),\n", - " ('DDP1_d4_VOLFRAC', '1.355829e-01'),\n", - " ('DDP1_d4_TIERMEDd8', '2.509618e-01'),\n", - " ('DDP1_d5_VOLFRAC', '8.709331e-02'),\n", - " ('DDP1_d5_TIERMEDd8', '1.044885e+00'),\n", - " ('DDP1_d6_VOLFRAC', '4.939042e-02'),\n", - " ('DDP1_d6_TIERMEDd8', '2.049219e+00'),\n", - " ('DDP1_d7_VOLFRAC', '1.561786e-02'),\n", - " ('DDP1_d7_TIERMEDd8', '3.300181e+00'),\n", - " ('DDP1_d8_VOLFRAC', '9.553090e-03'),\n", - " ('DDP1_d8_TIERMEDd8', '4.629328e+00'),\n", - " ('comments',\n", - " ['Science targets and information for tiling and spectroscopic',\n", - " 'observation.'])])" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "\n", - "rand = Table.read(fpath)\n", - "rand.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "a169c202", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:38.142261Z", - "iopub.status.busy": "2022-03-01T13:00:38.141754Z", - "iopub.status.idle": "2022-03-01T13:00:45.273883Z", - "shell.execute_reply": "2022-03-01T13:00:45.273185Z" - }, - "papermill": { - "duration": 7.167918, - "end_time": "2022-03-01T13:00:45.274058", - "exception": false, - "start_time": "2022-03-01T13:00:38.106140", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=BOUNDARY not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - } - ], - "source": [ - "# also tried ftype='randoms'\n", - "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "bound = Table.read(fpath, 'BOUNDARY')" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "4a59ef0b", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:45.371718Z", - "iopub.status.busy": "2022-03-01T13:00:45.368965Z", - "iopub.status.idle": "2022-03-01T13:00:50.447100Z", - "shell.execute_reply": "2022-03-01T13:00:50.447501Z" - }, - "papermill": { - "duration": 5.127021, - "end_time": "2022-03-01T13:00:50.447653", - "exception": false, - "start_time": "2022-03-01T13:00:45.320632", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'DEC [deg.]')" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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vrZtY/jRc3OizU5Pplq5bB/WTipk7Xub2+VW2XcpzzIyf30BdnV8i4sb+SNqQ9FjSkYp51arrX6mY17P6s12z7Z6ko0XXqes6ShpIOi1tvy3p+aLr1WH9Hle2X6suW/L6TSx/+rvcGvd60T8d1G+/sv40p8+vsm7pzjEdfH6dnl9u9D20iDiO4tvCuG8Dx5LuqxgIefTzJCrfcG2vzrWgM+igjnsq5pwb7e9AU2YKv04d1O9RZX9nmjJH33VqUL9p5d+OYpqmkSNJS/MNf5b6pW/2w8r2+8qkfmXLeo7poH6dnl9udKA1sBcRZxFxHkWT1YakL2q221BxouijaXXcVhEKF6Jf89FNq99b289HL1LzyLPrLuQMxpbf9lrd9ir+G/TFpM9nRdLjmpP9Up78x2j699fXc8y0+nV6fiHQJojSfZd0cjiv/sdOE49+dc1F68ykOpZOFKu2t2xvl+5X9EKDz3BH0prt71Pd3lauaJbdpPKvqAiwsqF0cXXTB2Prlz7b+/Hu/dFNVU6QS27q31/PzzFj6zeP8wuB1txORNT9jzLo2RXLJNU6XnzTjYjDUTOd7b1rL1k3Ln2G6WS4r+KG9J6WqLmxiSnlH9S8ZRRwK/MtWTemfT5R6jyQQnpDS9TkOE3Dv7/enmOm1K/z8wuB1kD6hvSqZvlWz77NjzWmjqOT30lp2bGKm8C9MuEz3Jd0FhH3JT2UtF1uIll2U8o/1OXgGr2uXrktpSt+Ps8lfRgNeyUvg2n16/s5Zkr9Oj+/0G2/mR1V2rXT5fJwIaWZj0t1VPGtqtqmPZSKb8M9+9ZY9xmuScWN7fTvoe0z1QTfMmpQ/re6fJU2SNsOr6WQM7jK55O+1e/Gkj1OMsm0+vX9HNPg8+v8/MIVWjNbSv/xS9ZUtP1upxudO6XXfbopPXKpjukPalipz6C0rk/qPsMVVU6O6dt9X74RTyx/OrkPa97Tl3tMjT6f9AzU0SjMxnSGWUbT6tf3c8y0v8+hOj6/cIU2Renm+bC8vObGrSStVrv098G4OiZfqLgvUe7mfunhyWU24TM8tr1Ts20vmqwalv+g0my1qVI36WXWpH6pKXlF0nFat6Lib3Tpr9Sm1a/v55iGf5+dnl9u9NBX6Zvc6Cbyior/uMc1N5pPVfSmGo7Zz7aK9uH1tI+DZbmC6aKO1Z5HsUQjMcxav/TtcEelb5LLdMKYVr8m5S+NFLIqaZhL/dLn+n3Nbg8j4uF8S95MF59f2m4pzzEd/n2qtL71+eVGBxoAIB/cQwMAZIFAAwBkgUADAGSBQAMAZIFAAwBkgUADAGSBB6uBHrM9mlLkaNHPB6bhp0bDHW0usiy4mQg0oN+G0x4iHo2gMe9BeyNiNx2vN4M7Iy8EGtBCuhrZUjH6xoEuDxv2RdORHNJICe+MbtKVFGZfStqy/UGfRqIHropAA1qIiF3br1TMiF0dr25V0qnthw1D6oGkDzSHebxSqD60XTdEFJAVOoUA7dXOKVaa1PDFtB2k8NtVMRX9PPVi/jNgFgQaMB/nkgYNpvkYpAA8S9OgAGiJQAPm44F0cbXWxDMVU2cAaIl7aEDH0hxdo+k+Jm23VrrHdiBpr6Pjj6b0GIVpbahWrggfSHpWmXbnsd7t7DJqtny0LNOzAGUEGjCjFGBS0eNxR9KJirnXGvcojIih7TPb27PMV5bKslt+DiwtW61st52OOzrWoe1Xtjcj4jyF2a3Rs23p9SAinthe+skzcTPR5AjMKCKO089BRNxXcVUzaLGrfU25qmu4j3dm/I2IY5WutFJX/r2a4DxU8SiCVATzy9K6s7TsKs2owLXiCg3o3r6KGbLfG7dBau57YLt832wgacP2oM1sxKkDyqrGNDGWrKftNyrL/6S/Bt+5ihmIy2W7cpmA60SgAR1LTXYD21sRcThms+FoZI0y2+uSPlZxT+2qVtPxhw22e5uu3MrKr/dUXOmNyvFI0hctygRcGwINmJ/aLvupyW/cc2HPVDTttQm0pk2B1auvOm8l7Y7utakY+YR7Z1hq3EMD5mOoYvSPOhsTwuFQ0lqD59cuSfe2hqmXY9Wg9PuJdNEb8h2lZsiNiDhL9wUPCDP0AYEGtDfpKucrpXtVUm0X+VoplM7VfhisTyV9Xl5QCqlBOsYwbbdXs91JzftqpWbV/ZblBDrniFh0GYDeqQxOfChpv3pPKp3sT9PLUcCNpljZqeuen/b7OL18kvY7tinR9vPqM2EpiNZU9EwcqAjIF0rNiKP7emm7TUmv0rqz0bFSs+jr0m7fpv1d1HM0ZqUqjyjUlQm4DgQa0GPzCI/S+JK7ow4mpR6Ueyrup43r7EKgYWFocgRQtSPpebm3ZEScpyuzT8UQXVhSBBqAqiONf8D7kYqemMDSods+gHdExLHtt2m4q/L9u1VJRzXPrwFLgXtoQI/ZPkq/Ho3GXVxgWUYdXobcQ8MiEGgAgCxwDw0AkAUCDQCQBQINAJAFAg0AkAUCDQCQBQINAJCF/wfE2GKB7Sn9bwAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "pl.plot(rand['RANDOM_RA'][::10], rand['RANDOM_DEC'][::10], marker=',', lw=0.0, c='k')\n", - "pl.plot(bound['RANDOM_RA'], bound['RANDOM_DEC'], marker=',', lw=0.0, c='cyan')\n", - "pl.xlabel('RA [deg.]')\n", - "pl.ylabel('DEC [deg.]')" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "2e6f064c", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:50.534375Z", - "iopub.status.busy": "2022-03-01T13:00:50.530611Z", - "iopub.status.idle": "2022-03-01T13:00:54.074173Z", - "shell.execute_reply": "2022-03-01T13:00:54.074544Z" - }, - "papermill": { - "duration": 3.59393, - "end_time": "2022-03-01T13:00:54.074690", - "exception": false, - "start_time": "2022-03-01T13:00:50.480760", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'V')" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['V'], bins=100, histtype='step', color='k')\n", - "_ = pl.hist(bound['V'], bins=100, histtype='step', color='c')\n", - "\n", - "#_ = pl.hist(rand['V'][rand['IS_BOUNDARY'].astype(bool)], bins=100, histtype='step', color='c')\n", - "\n", - "pl.xlabel('V')" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "5bd0dc34", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:54.177049Z", - "iopub.status.busy": "2022-03-01T13:00:54.168182Z", - "iopub.status.idle": "2022-03-01T13:00:56.182260Z", - "shell.execute_reply": "2022-03-01T13:00:56.182639Z" - }, - "papermill": { - "duration": 2.074449, - "end_time": "2022-03-01T13:00:56.182800", - "exception": false, - "start_time": "2022-03-01T13:00:54.108351", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.0, 0.6)" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['Z'], bins=100, histtype='step', color='k')\n", - "\n", - "pl.axvline(300. / 2.9979e5, lw=0.5, c='k')\n", - "\n", - "pl.yscale('log')\n", - "pl.xlabel('$z$')\n", - "\n", - "pl.xlim(0.0, 0.6)" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "af02e2ae", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:56.272059Z", - "iopub.status.busy": "2022-03-01T13:00:56.271494Z", - "iopub.status.idle": "2022-03-01T13:00:59.009331Z", - "shell.execute_reply": "2022-03-01T13:00:59.008872Z" - }, - "papermill": { - "duration": 2.791561, - "end_time": "2022-03-01T13:00:59.009450", - "exception": false, - "start_time": "2022-03-01T13:00:56.217889", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "pos = np.c_[rand['ROTCARTESIAN_X'], rand['ROTCARTESIAN_Y'], rand['ROTCARTESIAN_Z']]\n", - "pos_bound = np.c_[bound['ROTCARTESIAN_X'], bound['ROTCARTESIAN_Y'], bound['ROTCARTESIAN_Z']]" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "a4fcf255", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:59.109766Z", - "iopub.status.busy": "2022-03-01T13:00:59.108866Z", - "iopub.status.idle": "2022-03-01T13:00:59.584032Z", - "shell.execute_reply": "2022-03-01T13:00:59.584412Z" - }, - "papermill": { - "duration": 0.539783, - "end_time": "2022-03-01T13:00:59.584561", - "exception": false, - "start_time": "2022-03-01T13:00:59.044778", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, '$y$')" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "pl.plot(pos[::10,0], pos[::10,1], marker=',', lw=0.0, c='k')\n", - "\n", - "pl.xlabel('$x$')\n", - "pl.ylabel('$y$')" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "cecd2406", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:59.664265Z", - "iopub.status.busy": "2022-03-01T13:00:59.661392Z", - "iopub.status.idle": "2022-03-01T13:01:02.773507Z", - "shell.execute_reply": "2022-03-01T13:01:02.774457Z" - }, - "papermill": { - "duration": 3.155059, - "end_time": "2022-03-01T13:01:02.774774", - "exception": false, - "start_time": "2022-03-01T13:00:59.619715", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, '$y$')" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(10,10))\n", - "ax = fig.add_subplot(projection='3d')\n", - "\n", - "ax.scatter(pos[::10, 0],\\\n", - " pos[::10, 1],\\\n", - " pos[::10, 2],\\\n", - " marker='.',\\\n", - " lw=0.0)\n", - "\n", - "ax.set_xlim(0.0, 1000.)" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "a3af928e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:01:09.151062Z", - "iopub.status.busy": "2022-03-01T13:01:09.141521Z", - "iopub.status.idle": "2022-03-01T13:01:15.622747Z", - "shell.execute_reply": "2022-03-01T13:01:15.623597Z" - }, - "papermill": { - "duration": 6.57338, - "end_time": "2022-03-01T13:01:15.623884", - "exception": false, - "start_time": "2022-03-01T13:01:09.050504", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.0, 1000.0)" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(10,10))\n", - "ax = fig.add_subplot(projection='3d')\n", - "\n", - "ax.scatter(pos_bound[:,0][::10],\\\n", - " pos_bound[:,1][::10],\\\n", - " pos_bound[:,2][::10],\\\n", - " marker='.',\\\n", - " lw=0.0)\n", - "\n", - "ax.set_xlim(0.0, 1000.)" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "id": "5d6f08ee", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:01:15.759578Z", - "iopub.status.busy": "2022-03-01T13:01:15.759087Z", - "iopub.status.idle": "2022-03-01T13:01:16.337307Z", - "shell.execute_reply": "2022-03-01T13:01:16.338159Z" - }, - "papermill": { - "duration": 0.639375, - "end_time": "2022-03-01T13:01:16.338436", - "exception": false, - "start_time": "2022-03-01T13:01:15.699061", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "0.00999996445369877" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.mean(rand['V'] < np.percentile(rand['V'], 1.))" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "id": "59bea81f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:01:16.500222Z", - "iopub.status.busy": "2022-03-01T13:01:16.499548Z", - "iopub.status.idle": "2022-03-01T13:01:16.503054Z", - "shell.execute_reply": "2022-03-01T13:01:16.502414Z" - }, - "papermill": { - "duration": 0.089302, - "end_time": "2022-03-01T13:01:16.503188", - "exception": false, - "start_time": "2022-03-01T13:01:16.413886", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "('RANDOM_RA',\n", - " 'RANDOM_DEC',\n", - " 'Z',\n", - " 'V',\n", - " 'RANDID',\n", - " 'FIELD',\n", - " 'GAMA_FIELD',\n", - " 'CARTESIAN_X',\n", - " 'CARTESIAN_Y',\n", - " 'CARTESIAN_Z',\n", - " 'ROTCARTESIAN_X',\n", - " 'ROTCARTESIAN_Y',\n", - " 'ROTCARTESIAN_Z',\n", - " 'RAND_N8',\n", - " 'FILLFACTOR',\n", - " 'BOUND_DIST',\n", - " 'BOUNDID',\n", - " 'FILLFACTOR_POISSON',\n", - " 'DDP1_N8',\n", - " 'DDP2_N8',\n", - " 'DDP3_N8',\n", - " 'IN_DDP1',\n", - " 'IN_DDP2',\n", - " 'IN_DDP3',\n", - " 'DDP1_DELTA8',\n", - " 'DDP2_DELTA8',\n", - " 'DDP3_DELTA8',\n", - " 'DDP1_DELTA8_TIER')" - ] - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rand.dtype.names" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "id": "85da98af", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:01:16.610249Z", - "iopub.status.busy": "2022-03-01T13:01:16.609821Z", - "iopub.status.idle": "2022-03-01T13:01:16.962424Z", - "shell.execute_reply": "2022-03-01T13:01:16.963203Z" - }, - "papermill": { - "duration": 0.40477, - "end_time": "2022-03-01T13:01:16.963457", - "exception": false, - "start_time": "2022-03-01T13:01:16.558687", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(1095, 9012)" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rand['RAND_N8'].data.min(), rand['RAND_N8'].data.max()" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "6d2d1324", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:01:17.147932Z", - "iopub.status.busy": "2022-03-01T13:01:17.124211Z", - "iopub.status.idle": "2022-03-01T13:01:18.476209Z", - "shell.execute_reply": "2022-03-01T13:01:18.477174Z" - }, - "papermill": { - "duration": 1.434805, - "end_time": "2022-03-01T13:01:18.477551", - "exception": false, - "start_time": "2022-03-01T13:01:17.042746", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(50.0, 2500.0)" - ] - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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kzc7wjK3zb18x4Ppu/MSxydefnXeETpwe0eWnHSVJmjl1go4+dFKy/I7L5idff/9vT8q57qXiVzsRAA5QlTc+qE1ZDoIb9stnN2n33i598Zctg1KPOR+YpMULZiXvwfruxXOTwSVJj19/lo6fdvCgbKuUCC8AGAQ9Jm0NPfQxG3c+s1Hf/P2LveY99sq2gurx0yvjYw3OmDpBG265oKB1HciG5LShc65WUrukqCSZWcNQbBdA+bq9aZ1ub1qvR7+2QLMqJg7KOn/4+KuqmDhWF598ZHJex9t79aVftqjxS6fnvL7Gls3aEntPj67Zpn3dpoYr5uuIyQfJzDTzxj/0Wf74bz2sd9/vTruuUSOcuoL7u8JuOH+OrjpjpkY4px6zXkM4DdUNw6VQ9PByzi2R9JyZNSamnXOLEtMABl/DijYd/YFJOnvOoaWuSlqLfvS0Jo0bpZ///Slpy2/87QtafGalnmrbrpt+96Jav3Werm9s1dSJY3XFR47ScR88WLc3rZcknfvdJyVJG2/9ZFbbfurV7brsJys1ZcIYtdy8UFJ86KVv/2GNXn4jPj7gwy9t1W2LPqwpE8fq2nueV/OmnVqxrkM1dzXry2fN1jXnHp2s569XvabrzztGktTW8Y4uaXhWD//Tx3TsYQfr+4+u0+ud7yW3fcaSx1U5dYLat6c/vdhfcEnSX/7lPH3l7tXauONd3ffVj2pkEEwHjRlZ1iHVH2fWN8kHdQPO7TSzyaHpakl1ZrYw0/uqqqqsubm5qHUDSu2Wh9boqjNm6tBJ4wpaz/2tWzRp3CgdOXm8/vjyNi19eK3mHhnRfV/5qCSpZdNOrXljlz4XuvbRsqlTa7fu1t+dOl3feWStLj11ug6PjNfWt/bozmc2qvbjx/a3OTWsaNOZx1To2MOyu3Zyz6rXNHPqBJ1aOUWNLZt1/bL42Hsv/uv5eurV7br2nuf1mbnTtHbbbkXGj9aT6zq05LMnqO43L6Rd35Wnz9Avnt7Ya95lp07XS1t26e09+9TW8Y5OmRnV3n3dGjHCqafH1Lr5rT7rufXCEzT/qMla+L30nSAuqTpS9za/3mf+tEPGaUuOpwhz1fLNao0dPVI3LGvVQy9u1cZbP6k9+7rV3WOacIDfg5XgnGsxs6qirLuY4eWcmyfp0ZTwmiepxcwyflUgvDDU7l65SQuOqdARkw+SFD9d9EDrFv3DGTMHfO9dz2zUYYeMV1d3jzbseEeXn3aUJo0brZ4e0w8ef1WLF1Sq7c131NaxW+NGj9SUiWM0b/rk5CMqFi+o1CHjR2vVhk4dFT1Ip1ZO0QUnfFCS9IPH1mvG1Ana+c77+vlTG9V03QI9t7FTe7p6tHbrLjW2bNa6bbslSR87eqr+tH67JGnukRHVfXyONne+p9rfxB/3/sUFs/TjJ9t61f0/r6jS1XfGP2uTxo1SdMIYbdrxrhoun6/7W7doxboO3XjBcbr0lOla88Yufb9pvR4Oxth79GsLdO53n9TfnHS4DhozUn9av137uns0cewovbO3S1895+jkjbVS70Ff0dvdXzhVl/1kZXI60ZLc192jHbvf12GHFPYFpxR8Dq9qSfVmNis0r1JSm6TJZhbr773TZv+VXfWde4tWNyDVXc9u0tSJY/SJD8VD47mNnXpl69u9emplem/YucceqmmR8eo2069WvqYLTzpcv33+/3otc/lpR/V5X2p5unVfesr0XiOID5V09R07aoT2dvUMeV2GWmXFBLV39D3Vd9L0SK8HP4YddvA4bd0Vb53deuEJ+vpvX0iu61ufOl5PrO3QL57eqFU3nat1W3frjKOn6rZHXtEPH29Lnnb0nc/htUjSkpTwikjaKWmWmbWnLF8jqSaYnCNpbdEq55+pkraXuhKeYF/lhv2VG/ZX9uaY2aSBF8tdsU+cxhT0MAxJTHemLhz0QqQnYhrOueZifYMpN+yr3LC/csP+yp5zrmjXfop9n1enpEjKvIgkZTplCABAJkUNLzNbrXjrKywqqamY2wUAlLehGGGjIbj2lbBQUv0QbLfccDo1e+yr3LC/csP+yl7R9lXR7/OSeo2wUSkpxggbAIBCDEl4AfkKWu0nm1ldmrKMw44VWu6b/vZVML9SUqPi16FrJDWGe/sOt30F//lxm3aZ4qDSv+AewXmKn2ZuT1OecdixQst9MtC+UvxvY0nwE5N0dcrf2LDZV2HBZ0eSTlb891uappwvR4FM+6skxzIz46dEP8F/sAU/OyUtSilfEp6X63Q5/AS/U32a+TtTpqslLR+sch9/MuyrGsV7+Vb2877huK/qU6ZbJNWm7Mu8P3vl9tnMYn8N+bGMR6KU3mTFb9iebH2/ydakzFsuaXEO5WUpGGIsVafiB9WCy8uRmcUsZVAAaXjuq2CghFjK7Hrl9tkaNp/NLPeXNMTHMsKrxDio5CWqvje5x6TkB63Q8rLjnKtxzi0K/q0NFQ3HfRWVVBsMVRdWKfHlKI2M+ythqI9lXPMqsWBIrE7F/0Aitv88ckEHFSvvm8AjaeYl9kV0EMpjedfswNQkqTPxN+Gcq3fO1Vj8mkIkzfJlva/MrN05Nz/lQLtQ++8/LeqXI98+m1nsL0lDfywjvEqLg0p+Yso87Fih5WUlzbfh5YpfU2jQMN1XFh9AQVLyAFotaX4wK5LmLcP6y9EA+0sqwbGM04YlZGbtKd8qlktKdHOOaRgeVLI00LBjhZaXDedcxDlnKaf4Ytp/yod9JS2TdG4o5GPiy1EmqfurJMcywqtEOKjkzwYYdqzQ8jJUl/I3USlptcS+Cm4DqAu3LMSXo36l21+lOpYRXqXFQSV/Aw07Vmh5Wejnw3+RpFtC08NyXwW/0/LEgTjRcYAvR+n1t78CQ34sI7xKhINKZs65eUGvuEWSLnbO1YY/LBYfRaIy6EFXK6kt3NW20HKfDLSvFP87qQ16GibuBRuW+yohuLE7Kqk5aDlUSroktAhfjkIy7a9SHcsYHqqEgmZ2jeLfOmYpNIpBaJmM40IOVA6gN7f/gbipGs3sotByBX32yuWzmc3+KsWxjPACAHiH04YAAO8QXgAA7xBeAADvEF4AAO8QXgAA7xBeAADvEF5AEQU3By8Phs9p6WeZRPlO55y3N7ICQ4n7vIAiC0a7uFHxETDmp4yjl1hmmaSrfR/7DhgqtLyA4quWdHXwur+nwz5HcAHZI7yAIRAEU4PiQ+j00s9j1gFkQHgBQ6deSj5xNqxano84Dgw1wgsoouB6V/jREO3qe+qwMs3TjgFkQHgBxVUlqTk0XS9pXvBICQB5IryA4oqkdMRIPOZhscT1LiBfo0pdAWA4MbOYc65R8Y4bdYq3zHpd7wpONVYp/nj0SsWfm8RpRSCE8AKKJDg1mC506iUtCp4cW2lmqZ01qs1saWg99eq/iz0wLHHaECietL0Ig7CKqf9AWhycTgTQD8ILKJ7U611hDYqHWzpLJG1wztUE3errilE5wGecNgSKIGg5zcqwyC2SapW+ZdYQvD/RMku01AAEaHkBgywYp3CDpBrn3LJ0pwATI270M85hrZktNbP5il8fW17kKgPeYWBe4ADinKuWktfFEvOWSLo3XdABwxUtL+DA0ilpXupMggvojZYXcIAJutBHg8mIpCbCC+iN8AIAeIfThgAA7xBeAADvEF4AAO8QXgAA7xBeAADvEF4AAO8QXgAA7/w/4y5UvTMrbmgAAAAASUVORK5CYII=\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['RAND_N8'], bins=np.arange(0, 3500, 1), histtype='step')\n", - "\n", - "pl.axvline(rand.meta['NRAND8'], c='k', lw=0.5)\n", - "\n", - "pl.xlabel(r'$N_8$')\n", - "pl.xlim(50., 2500.)" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "id": "3b9fa76c", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:01:18.626320Z", - "iopub.status.busy": "2022-03-01T13:01:18.625282Z", - "iopub.status.idle": "2022-03-01T13:01:18.628493Z", - "shell.execute_reply": "2022-03-01T13:01:18.627517Z" - }, - "papermill": { - "duration": 0.067317, - "end_time": "2022-03-01T13:01:18.628695", - "exception": false, - "start_time": "2022-03-01T13:01:18.561378", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "# 100. * np.sqrt(rand.meta['NRAND8']) / rand.meta['NRAND8']" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "id": "f18ed860", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:01:18.830558Z", - "iopub.status.busy": "2022-03-01T13:01:18.829788Z", - "iopub.status.idle": "2022-03-01T13:01:53.128018Z", - "shell.execute_reply": "2022-03-01T13:01:53.128370Z" - }, - "papermill": { - "duration": 34.423297, - "end_time": "2022-03-01T13:01:53.128504", - "exception": false, - "start_time": "2022-03-01T13:01:18.705207", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "#isin = rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(pos_bound[:,0], pos_bound[:,1], lw=0.0, c=bound['V'], s=2)\n", - "pl.xlabel('$x$')\n", - "pl.ylabel('$y$')\n", - "pl.colorbar(label='V')\n" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "id": "3079cd07", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:01:53.271246Z", - "iopub.status.busy": "2022-03-01T13:01:53.267735Z", - "iopub.status.idle": "2022-03-01T13:02:29.397082Z", - "shell.execute_reply": "2022-03-01T13:02:29.397566Z" - }, - "papermill": { - "duration": 36.226274, - "end_time": "2022-03-01T13:02:29.397749", - "exception": false, - "start_time": "2022-03-01T13:01:53.171475", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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- "image/png": 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6YCRlQpfLYem9GmK65skBqKbemTn25Ke3VddL+0e8h+SstvVkSferNWOZ53bvugAonat4l45XoG37/WBZZLx0rwDv0GBAFRXM4aV9KX3wZMGOva4z1NL3XXvnGaynqgKSZ9tSnPOPgDEQseuePqcLaiSdg4bYO2XtAwnbw5IJuCxlpt22unSNlP747JhSABVDHzDa45SOgc6pdM7Orsc2HrDnzAKlLF1mTb1i3TqomJ6JzPdFBgv8+hDTQDJdxUIcqGzvRXKgv+FbP877uRRo9AOX1+x+id9/uWztS73nLdeVk3sHy/kuAoS+HNQZ1xAsUkWRtLnVOTNImfVOCG3/UIoq5L432B0YQy71ZkQjZNn2wQnto4mcu5TtRTO24lI5CraGQZwZ77o2gxdS+azrR8DWiIkZUSAdt4OmefRC9JmdN+eVeSR0Za14KQtN5bo2bA1dd/kyn75Htva5K0cm4yuZZSAaQvI7yQmFaN/ju56RBQXSecIUfKiqvVZkixJVtetcFmaE6ubRzLAvO4LGFrKsN8x9dO/81vd3zjKE3tAiYvcNkvNySJ5DG/rspQ9qoiZH4uzyNc3WNksCcfQlzM6BdCVh1/fUuu9R1LKuLjvvy+FiQY+TreO9XMrz3srCzllg0Zc9txknUc0RJeCJBS0xGf1o2U2em3Nt2m1226Ef0/2WPIO2tTtWpIww2B6RviStKeCTtFfNaWiM2yAtS3sj7f3uuYSYqh4p+Mh8Kh/qpUxZt/8v26xVvG5LkZ0jDxasCtjz1e1v0jMT2Dr57oHq/u4ch3f2eT+XwgclS7u8/oiIvBXkdE9EvudLvGcX+GNv9wuunNw7WOPZeGsQO+ORDJSqIl5w/pJxCwHy7FLPyfpXfdkR+giRGG0bZpkZOtID0zmklFWoc+YIL2dAqS8mvYH3ZnSSoVKw9zhvmVWMkOd9tGzGeXtMfd7SBnB2XFIUdB5W29aMXTIG2pUJnQO6Ho32kC4pC3RTbY9Zk/Nr2lSCM6dpWUybvjc5j6bZlnxTD8oVObFzTmmJM0OmIYBXnJjDth5OBJdbkJAcqLYtkjIY0rFr3aQSb3Epm+oyj9gbbEkcKQ0xZcOxv4e9kQuxz77MyMft+RS5fXeWAg8xw6moOYIOxJEyO5Lj0xiQSCrbAa1ltW5Q2vl0xrW17Fed2PdA6g2GVJJNd7nbc12vKc/7vUeXcaXic9+7TU6/cxL2Et2WFTunA+madQ4xAWc0IllGbEPvuPrjCwHVuC2Txtj3CLvMswtSzGFtg6KuZK6AZNnWIXblTSfgsz7goivhNon6kXXPaLoe3pmjTlm7bX2x/3kHElPlxj6LptlWdlT7ysRgVLyVKXlPlyKED16H6gXg+x/j9QL8icf5gisn95grxsjzv/ASl8t32pdMxB6sriwWQ9+r2Jbq/BbRhZqxcI64qewhDrErXuGyHNX0kBb51oF0fbNLUHpxlyLaDp7tMGMW4hZk0JUnRdAsN+cqYgZKeaSX2C3JUhaWeTvjtu0NuWSZnWOMuA5gkwyEtpYJmMFLGVfnTDKL4i07TNdLIxIhbhLNobuebTDH1fWeUn9PYxedp89O5ccoQJHb53uXHI2369K2qQfpzGEDxCah6nJiaw7OlWW6jZpsdAoMcL0N1FQuFLbXqne8qYQmHVjHZ32Jt+t79qWx5NC0K211ZeDMbx1RV36O2pf+pKsoiO2P7t5rV4YFK7FtzPB2vDM6B9f1rrIUODWNOQnveyeiISJ5Zj6kyInrdcpQYp9h9SVqBZVUGYjRAo7LmZVzdi+9WLBBOje3DXRIpVcu7S3J821losvI0x5XTddLST1sR4yKy3w6pGjZokuISScpsEpOvHsunEf6FIzkTC89D913igUMktuxaUyVhsz2V4zRzrHrn4tDiWRFd77v74odiOmDs35UVf/iV37ZdonINzzO6z9wbv2DvpxzfNcf/710Eax0hrN7AIrCIuEU8UqW4YZDxGfmRLzvMyrpouFkgCjylJF1jfgu+rZYJIaA1nUqeW0BIn1GWTcWsUtXipJLZTrXR/xdNumKfOt4vLeSC/Q9OZfndoyDQR/19plnlqXMys7JlSUakyNPfUE7LMUNBn0GKF0xMWVxZFkfnXc9tx7AglgUnXncaGSOrqkteNhUaF1bT8/7ZBgl9SI9risvpnJahzAkyyDPLfvq+39dn0u3l7N3vltf0EX2aETTteqDhx5CDlsaQiqrxojLfJ+xSJ7Z+ZJKgCFA21gpL2WKUha4oti+JsYe2KKqUBRmTLsyeLoP9rVdEIUZ4u49HTijy467SkC6NuKzPrtFzNF32XPnNC9nV6T9LEVu5+k9rij6Hp2GYJWCDpSDlcMt0IDYtKmqYejZfn91CNxUbpeuJ9YFUM7Rkf17AE6W2X7pAToxPYMKeU7XAxew651KqpKeR7wFFR0gx8rFut0jsctY1QKKprHgKc/T8x7RzaavapAqNR22N8vff1PblSs/SMATVf2jv9Lvucrk3sH6W/+P/56uf9YDH1KvJnbAiuYSPLsrrcSIqCaHkLIr56CqLDr0JRT0sGNNhqc3mqm3Eus6ReQpOwnWqNc2WslKUikuBOvnpddJ+n2HlOv7Gt1xOAd1nZ5t7a27VrUZgLZNmZ9lrx2wRYQ+i3DlyEqSHdquuzYpIo4JeSap5CkiUBYWtddJiSXPUo8n4MpiWzLrzjdG8IBzuCIZmMbKllLmPfDHggnLaLtMwpUlYbFInx/73iikMl0HvLlc3uucRMq6JWXlW9Rs3zx7BMzCJYOpjSLdeZJKaSLEzYYenNP1Dr1HYiR2Je2engJ99p9KilKWxPXGeoup10V377rr2wVRTWPOsarAC2446MvmBlBqeyqAlXNDf259AOQ8riyIm405l85BFhnatEQRXOa3+6v7hLaBweDyWSAxOcFUDhTniU1jn5tnBobSjopgAYNWrb25yJGGPrDUECwbLOzz7LxSUNLD/MXOP0bLzGMi17et3apBafsphO3ecw4ZDdGqSuVRiNr0z7wTQTWkXm06nrKwZ6Z7Ri4HVO/rEsIHDHgiIt/xFr/+GVW9uPSar1PVn3+n33Hl5B5zLc9XhDYBSrp+jaRenHO4hAqMTpAs3z7kTWOAkDZYCWhQYKWi7mELFgleRgpiLzHjFyzLq2tkNEpotJSVbDYpmqySk01Rbm6OQ2LcOjLvt6UU6Mt5qookY2tGMCe2LS7L0DxDVuu+VKqKGabM91mBOGefVdV9L0IEyAtiXdu5+wznvf27R+SZ89b03z3wJs+gMYcOghuUj5Sv1Fk/Ri+XbjFn2xlHuv5j59CSU5E8s53fNH0mKek4JMtSqTNlvV2JNFrvJYaA6wKDLnhR7W1Yn4l3mUnPk+qvuP0uBrvWyej2gAUlZQBWNdAmgUbQPiuStkWb1K9DcZOR7cXcsmtdVxaApdJ0f32KS32hmO55lqGLhTnOVGrX0KIhObaiSHFcClS8ZTt+OLRgqq7NsQ+GyadvwS+iatl2F0xgmZxLQKW+BOicvQ7sPRqQIKnvlwKoEBJQCnPmbYvszoirlZVy865NYM+U9IEdaNUk36/boKbLKIcDdLW2cmWHMoU+wItVZbUHBUGt7JlnqVydQEZFaQ47BYmSZem+pWutytd9xyffron5FVsKxA9e8e4U68n9duCHgB++7ODSOheR3w/sPY4wc7c+cGf8QV/lqGC8M0x9gJQVaceHytDUoXFluQUoOIebjJHRaAuRb1pAoU4RX9ZFyqnnlGUJUal930C8R6ZTurqLtm1ycFlf4uwcWkchkM6Ij4bIcAht02v3aZ7Zd5Vm/DREpCzhUq9OytIi4SxDyjK1iBRCa9EqmENoWytXdqACASlLcxBZngxFyuq8t2wtlXbdcGjvr+rkHFwilifHo7EPBqzE6fusSDqId16YQRZnvTvvrEyc+IGPIAhTmYkETJA8u3QNIdbNI71UEnhIQ7t1fiEgKK4scOMRpBJtl1ngs+SU1cqleb4NWKIZR+1KZfbG1INMkPvMG66wO46y7LNRTaVi7UqdmIOUEFNWZEa579F25d907ravsKx9s0GGA2Q4MAeWnBiZR1Jg4cqyzzZlUGwDNzFAjJQlmkrl2rR2rl3mOxwmZKLtRzcc9vtdLlc0FAgBN5vi0nMSoc/QL1NDKMtL/VWxz2/a/j6rCLpao21jIKIuyEmAJlTp9UBDxA0GuDJHOxSlc0hR2vPkXOpZ0mdrLpVYNSZAGQlgksrB2jQ94KUruf7j/+9P8MYL999dY/SYS1Wo1b+tn/fumPRfAD8MfFhV/5iq/qO3eM2Lqvo3VPUvich//LjfceXkHnNleca3/f5vxson2z6CqprBaJptyaduLFuIse9DuCLfRtmdykZZoCK4aVIoT4RZcwa5GeEss0i0pyK4HnyhTWsRdcf3SpZT9VIEXTcJJZag002T+D+h57ARWuJyieQp+2lDKiGm7CIhHN1otD33LLPMUrGMrKp6g6RgZaXC4OR9KS71qkTMiGnb4kdDEKwU6z1uOEjXIjM03HqTrkV+iaOVyMgd2T2hFLWuLSJPZUZNJScgGbCU0XTZWF0TunMN0fqGqUzYGalHNDa9tz7loLTPb1O5rSxx00nqTeVoVVnfM/UcXVmaY9zZsczh8j3uOIXe41TR2krDbjhAxiM779R7lKKwEuVgiOTFI9m/tpZhq2B9yzagdUNsWysjhwR6ES71yWTLBWsa22dYBhUbc/huZIEIlQVJsW0ti+rKsyK48WjLYevAT13fz3vbg2vrW2nT2F5uW3v/aGB7OV175x3SISx70rXHjYb4QYkrC4uZJMlwFQWa57bHE/CjK+nLeGjXzx4KOpAMiV5i5eQW1puU8eaJ6J/2i89gMMANBravOwBLUeDKwgKSxdL2bipDb+XZpA+Irz1x8A6tzru3IvK2ft6rJSL/NvAP0rSBt7P+ooj84cf5jisn9w7WP/nhn4AON92RazuppASW0KoGTUjHrkwoWMmJFBUOBihCrEzZ3iDzSZkiz5CyIK7WVk5MkWGfjaDIYIgbWbaCEwN4+C1aj0jKKlIPrk0owtRf6fpiuq56sEHP+SvyVPJxj5DGu2N3kzEyKM1YVdtsUvIsOVoxg9mjQcUcavqeLts0IIL10KQocKmJH9drXHJ8BsoIVspKfzNggF0zgV55w43HMLQoPJ1kb9iJVpKNod2i6lIPUHID2GgMyfGH/v1d2dJADNnWgIVoTr0NPXlcgwU0cb3unbGVR+1aap4TN2tzfk1jxx6780jSaB1l4BKyrwcTCdYLGg3t8Lu+UrwkZi2S+lCpQjAo+3vZ916zbX+zUzHpMyqf+oVVhZuMt5kPoJmdp/Eb0z1MjkqrCg1xS+tIvWTLqBP1pMjt/KYTGA3NYXT80UGBzufEqjKnvN70f9eO51nV1sdEzWlv1n3J0YKUVAoelJZlZlkqVyZqRtNaibErf9fWpzTaglpW21VnnLNKRgi4QWnPwmS8RdWK2DFWFW42SdJzXQXFlFC6Ph0I919++C5Yn3e+DHji3tbPe7h+41sIMH/JparnXJHBf+WXksonKeARnyLJpunFS4zv5HDJ6EtZpOxCttByJ+hqZQ/FcIiu190XGNgB8Hs7lm0sV70cUpcJaWh7TcQeyt/9fTLGOWcOocuiOtDCZAyrVc89ktFwm7GAZTJ5J13mYVPZAz4c9A/2I2ohbbCS3WpjkbXDnBgQ1xu7Rikz68ectCl69qn8lnhLsWmsVJp5wnJp70taghYEqCFYO7Sos6BCFqvkYCMuBeqaSsF0nLt0rVyHhPWW8XQl5S4rjMuVOUSwa9WBM5wzg5iyG0KiVSj4ojDUZ5MQrl2ZsCjsvooQ68WW7uA7/hnb80u0AekRhgKbGgZiZPWEBqRtexQpIaI+ldQS2MkNB1CWaLVJvSYzunG+6Hungu+zx7532B1rQqZKnoKsNqDesmKXZUmv0gAWknp9WlklQcZDaIO9rst+O0Snz63PmOdoVW8dsPPoetOXuA1gUvWKOdq0VvaUCLMpXFyk++mAzJxe198bJnBLUZgD0zY9l0XPUewz/OSw7Rkd0AGlup5iBFwI9mzWqZQeLBiTbj929y85N6XtKTMKfRBSTgbceu7Gu2uIHnt98IAn73A9Vkp85eQec6kqy7OV/SP1r1XEonExbpgrE0RcHLFpkTyz8hJsm/9+W55iUJoxdx42G3N+qUy4JcFu0ZCxqrYIzCxDhgPifIEblMQY7aFtW3Q42CLJvEkSaUKbGWAtRefpc3tVkQQe0HUFrsJNptvypiQHvFgg47FlP5uNGbTxEEkOMKoaCGU07M9VE2pRJVj5sA3oYml/a0OfvYKVR2kaqGozcCGghd9mMylzsJ5PDS5B333HB8v7jFOrOvXVomVtA6M7mHFvEcwJWAZe4WbTHrKuIdhx5Hni6ZEI9c6cjkbLKOiCD4eGxpxbyoYkt96hLteQZ1bSRND53L4jnVQ2HtEuFqh3+NJKwDpJVIhLiFEr9QV0IJZBdHuzMoCP9gCagnh+YfcpivVexZkDUUWxYEGrKkH4HTIebcvBSXpMO3rEuiIWaj1XUiWgExNIXD6CQ0IkNpu+hAvbjKYrI5PKhJLnqcQtPfgpNg1+NOrLpX5nxzL4zQYWC3Pm4xFSVVYqDwGKLPWpQ88T7LRaY2PC3j2nDej0P2NZEi8WUOR9CdQy8oBsKhgMkopRnoJQQcZDu6/dvh0NkdD29AXAAoUQEvAp4J3D+/fXwXxAgSfP/Uq/58rJPeYSET72mz7E5/75FwDXZz4awiXu2iWQRVFsIc5VvQVPtA1kA9zujr1H1cqbgyL12BrjHDWNOTpITfciKV9Y9GiIO3DOIm/Htlmvp+eXSKmp/5COzfoYuRGvOz3BPLOHezhIBssQnx36Ttdr48A5E+oVjRaRDwaWUaw2uPHIjFHXewMzimVp/bLQJKh3gfOOWKYeW+mtNJYIvr0ijPfbfuM6lUVTn1I7rpiIBQqZqZkQIhGx4+uChZgyWVXLYn1mTri0+9NPbxCB1dqCkQ50khCQEiNs6kvIzYS8zDLLeBIkw41HW8BDVdlxamulTu8tu03BjOSFzehrGgte2oDf34P0bxkOkgLLFq7fIQjZWC/Rz6Z2fZZLKMst8s8nwETbQFlYdqWa7kNE1ht0PLTyXJJI06o2wFB37QHa2o61NA6cm03N6a/X6KZGMjUQSVMn0n7X41PiZmO9rDZA5ojLlfXu0jWXhKzsvg9A2pa4sVKlK3I7LsAf7CeE69x4hOPRNoBJfUVTgdHt/nFWZSGVhzuOXK+801FPknOSLO03BdndsWPTSFwurXye+IXSpoy8MMEGc9phq7KS+oia9me16WYRvr8rvItkcBHZBb4HUy3Zx6D/P3fp79976W+o6g+99cfIM2+3ZCkiz9LX0N7e+sC59V8Ny3UGseuHpGnN1vcw5Jrr0HAJ3ECdIMVJvcN6KLH/zF7Bvm4SMrBEsu3tsd6H9W1cllvW5xOkf7m0iLG1B9bt7kKHRHPOIOH2JdYoNwIVcbW2Jn+Rb/Uq65p4eo4ulgZymE7MqQwHCbqfEHplYY7MWe9N63pbRitL/GhoUXaXQdYmSSWDEpeytJgg/jIo+2yVhIxzo5FlgQloIiK43RlgOzzWjRnPIkPGQytBVhtDF8aIpD5chwh8FFCSnFQqV+l6TTy7QDWYIUtlTOMbhp4WQWcsOyJxKvFJWaafAsoikaAzAyF1jjtpeyIC63XPxZPREJlOEreqQgYlcbkiLpbWP0pAD009yb6v1hqlRLxH5wt0ubJ7ksqPulpBVeNGI+OfhUBYrbcSZKl0Td3Qy5Ul1KlmGVoWdt+LAhkOkcz+TWgNjNKVoXNDSfb9zdS3lLKE8dhAG5mBP4xuECwg0OQYQ4TR0DiBqUrQ94y7XmjUvvxpxH5vWdRmY7SbPCPWdXIoug0KVa1cH0w8gDzD7e0ig7JHmMrOzBxVTATyqu7RkZJlhvTs1FXq2vZAF8TWNeJMNMGcqZWTpZvi3pX0FWKrvN+rk/V6N3pyycH9Q1X9AVX96+nXf+rS378feEFV/3pybh8Ske96i4/6s8APPsZp/L+A/+wxXn/l5N7Jeu3zb9h/pOe6g1cr9NmDNjUxxB5J5kaDpF8Jsaq2KMgekt726h4W9ebEKkXzCabdyTrF1Qopc3OoTdP3uxBJzsQMnZuOcZOxofkm4yQWLFugxCVj38HRpSgsSh4MwDtTNhqUkP7fj4aQbSchyGRsxzYemgMYlFBYeZY820bICaYuRYFm3t6XJ4UXBfKcuFwZ8KMoYFNZNbXIt4i9GK3M6VNPU5OjoBNdJkXRiUNXN4QqTX0eDtBEQ9AEQOn6mRqCHXfUBJqwbKKD1fccrJgEnYvcSoyjISyWPQ2kV23xSYqstOxS0ZS5GI+K8Qh3/RpalOacukykI2wnZKuhEpNTrGu0AwFlGXL9ADcZIZORXfeq6gEksa6R2dTu63pj2VAbrLdamWSau3aIFAm1m2doE3pAiktBgQqWrSViPilDR20PMzBEZFyuzEF3lJmOsC8gXiwIwwAolKUdt3Poar1Vo0l9UxHrcbvxqKcJxER10JMzy0Cnk7Tvt6VwFHPybbTsN1VXpKMsFDm+LPtSLbm3AAN6igiQnrMUmDUpwKgbZDoGZ31NPTtPz1NuCNZO/CABwzQ5vl49Rk19panfJHD+Hi8FGs3e1s/bWN/PJeeUHNn//tLfv+eS8wP4B9gQ1EePyTK/fygiPyIiT3+pLxORZ0TkRzAZsJ9/OwfYraty5TtYruPs2CTRHhVpvzLFB41Yf6TITeGkaezhDAHWayvFjKzXJEnRIkoSvUrqH+IdMp4SLuaWFRU5LgYz/GXZ97wkywhNiwsRGY2IZ+eGAgsRmkROXa6SUrrBq2NVJe1DK21JkYjGmfXzQl3bgyqY40tZF0nmySVkX5zPTclik7KdqjJHmwjekqUouG2TYDR0E6bFOSOZF4UdW0KSug4QAuimehTd6Zx9X1URFytkaNw9A+VEVK0npMGysriuiFluRlOE+PBoqwVaFnBySiceTFUjezv0vMXQGgndOSvjpflxLo2P0bMLyxLL0gxllcR5B6X1JC2dSNnkwIAtwb4ngl3zDi05TH2eoTlOTQomUlXE8QiXZdAYalPyJHS93hhNJc/M6HaKH8sVcVPZe8YjeimqxPNiWMJmYzJebWsBRer5dkAiFksYDZCouNkYXS7px0MlwEWvphJay/7qxq5pIsK7srSKgDN0pF4seioE3iOrdVKraS1oydL+zDK73nnWa11qKkmT+mqa9jQCBMUd7MN6ZU4yfX84O0dGA2R3xwIFtdZCxxsk9e/c3q71zIcD26ep3GxlX6OHaN0kPmVh17uxykVHTTCeqCkadcINj6j4OCF/n/UrFXk3y5XfA3zokc9XPQP4EtqSJ8B3vuVxqf6AiBwAL4rIzwI/ChynPx+k930D8AOq+uce90CvnNw7WG2dEILJUGsq/xFDavwn7lme24OYpV5Xl90MDPavp2cwGZvhyTw+lQw1BOPsJMNGnpsEUwerjhHVFW53B018JZN5qntli7jZmDNOpHI3HmJovQqmE2gXZqBGI3NmmyoZ/8IyrpMzO9lOHxIbf6JN6j+EYAatboyIDX25UQYWMcsmIeSKzIA5IQEiQiCeniHDQW/c0dirnkACnpSFITab1jLXGImLlV3DzKfypYFkYgxWNhqUMF/2PTUZDVMPzvefKR1K0jn83h662dgxOLESY1GkfmSVuIAe6qSx2DTW6/Ie2Z0Zqk4ExmN00FrgEWKvQtMru9S1ZeqllX61qg0odHqW1EaSHBWbXnTaTSeEdQXzJXE2QZrGSOYpm1IkEapTSVywa7W3a8GDqh1L5u3anJwhO9NejUO9I4YWd+3ADPZiZfu3stJe1/vTTWVk94E3x5qI1Qam0m0WqrU5iSRppSIGTFqvDdmpJm2myxWxbfC7u7ZvfAIUpZFS/QDW2RRW65QZBuujLlfo+dp6sHmiAEw6HuHEkJt1A21jzqqNOGmsl9dsLEBqUobV2h7WxvisWnQczEQhSQAbra2fKtOplfPrZoueda6X55M22LXrB7qm8jLw7Fc/+R5Ypq+83g3giYh0wI/nkkPbB3ZV9QfS7/cxp3Z5naX37nbO8PJS1e8Tkb+KlTz/CFuawBnm9L4nEccfe105uXeynPQ9DMUa26bqn1kWFwKiHf/H1OWdz2DgiDEgMRj6bzyEzBNPzw3VVjfWv8gyg/UDLFf4SUKQdb0CSTwj52C+sIjRO1jUZgSLHOdNb890FtvUF2pxh/vGIyoHls2IEM/OzSEMLPLGCTIeGPFXQUJAs0uiwpNxTxHoCM3qHLKxTCTODXmJ9+jFHAAtC3PsnfFPfclYb+hJ1iGYokZRGik9GUtEkSah14osIQRrA7rcuGZOebOxHsl6g84mSGWGy03HxOPGynSDEhKBV5dG19Asw+3M4Ozcsu3hcMuL8xlo4n1tjOQu1w6sJ9g0SNOao++cfpFoIlmG65B2zvXcLTr9x8L6eXFlHC82Va9hSQLZSAjba6aDXuqLprG+6GhkDjfB3QE6xXtRTY44Q1BkZ2ZZ52wKo5GV/pJhF59Z1pbUR0xLtLSMpW22g0JjGks0GKCogaLStIjoBFmu0CKR9bv+Xja06xwjfm8XnS/oSNjSqfqEgGsaImqfV6TeaaooSOrRMhraf49HaVSSJ1a19UUb33M9xRs1QnNTatH1xvbptQM4O7dzHo+Q0dAqAc7DcGjXI4k3RO9xezv9e7U1QEmcz6032H0PpNZEs+0td0IEaWZkB/i6++J9mrolL94/k6vK41AIDkXkZy79+4cuAUd6dGNXkhSR7xWR71fV7+OteWyd09snObwvPj79OeC73+4Bvt111ZN7B+u/+Mn/JBnfpB6SdPXEpbKK95ZJNInAXNVGcK1qa+B3k8ORBN54E3Ku+++6MQOVFT16TEZDowYMSpMtStwdl2fIwb5F++LQPJWIxLIWa7RHi6rP59YnqWvjhG02l9RDEh/OeYOeT6dmwKvKsspEbg+J8K6KGaEYUQd6MUcXy0SnsFKazCZJjcSMgTmrvEe1SVGkXs0YSHyssrTSW+ZNLiom5zEamaJ/WaAo8fyCeHSMnl30Ooqcz6085VPmmjhRvah06u3JoDQh5Lq2/x4O0eXSwAyrlV2vpjG5rCyR+WO0rGy+6LMVEoWEKkHi68ayn9RrkrJE9vd7ZQ1tbJ6b63iGqeforh8i+7vI7gxNiEQnhhK1DDGNLqqbBE+XHjWqq42BcQ4PEscsR8YjYhuI5+f2ukTWJt07iWo9vdYctLskQA1KPD2z67qpgORE6xqquqdNxKZB0j5wA+vNSuLmaVWbQ5pOtlqZZYGbzSybXW+MxN20216jT/Jqw4Ed56aygGm56lGp6jPCfG7Bw2Ulm0EJAqFOXMvaZvbRBvTiou9V0wSo261IswhuNrPPyjITZu6GvVY1/mAPtzM1cBNsM+n0rHd9zY52IinT7wn6wGax4fmff/G9M1Jvud6e2klSPDlS1U9d+rmMjOwc1mUn+KPA96b/PiMhKi+t7t9vzvB+xddVJvcO1n/67/55c3DSYVmT1mCiEfTRZLQGNwna7bosYVBaH2e1pptwLbkRYzunSRcVxxQV5r7PoJwqrNdmfEdDM+QIMijQ1D+LCythyqQ0YzFIfa/Uf5HJBC0LXAjEroxU2XiZ3qiVpi3JYJCEZz2xDbgiDYVsk05mG3CzCcxbKwvOZkZyxyDZZBks1wn9Z4hSbQIQkekYEW8KIUk6jPXaeFBFYf+dpiwAlpGlLMDt7RhqNQQDlsTQl4dlNEI3662W4nINbmOggFs3jApQJwWYTlprVqCnZ1baGw7N+XdZWJIMo8uSmhZ8bf3VRBOJ6zVoMPDDoESmEzseVfTsLJVJczO4g0EPoWcyQZdr4tGplWVHJrgsZZ5Qjok/eLGwPSM2BNbKeZtULsfKlculXX8Ru49VDVL01A9CC+MhbmeKNC1xuTbffTHHzSaWybcBmRa9piiJQ4gqkugNut5sp0dsNtb3yhysN0RvAZOMhnbPU9leN5UhFQGZjoknZ3bfnIPlCjedJgFub9SE4QAtUxk2XSsZGhWFpG5iGalxUWU0tWvx4CEBQYrMSD5NC5I0XIelOfto9yg+PLZjLQtzsGnyQD/zcVCCOOKDh+Az3HScwF0Rv7tj4JKm2YKPEspUvPUNu0G3o9mQj/3GD79HFuqtl/JYmdyXWy/AtgeX1hn0qMsTvjib232L9yAif/idiC4/zrpycu9gzQ4m26wLLEpNhNOupxYbAy1o5pHdXXN2dYvWlZFlFdz1A6v3dw5G0piRxL2R3DQbDYSy1c2TBFjpokbt1EnAHrbMbycapD6HlOaoTPJKzECJoCdnRozNcwNTpKkFMrVzjKs1bn8XPT1LZGvrUbnZtKcZmHM3xKYNdxVimyE7O31JTb3pEaoqlElYeWWIvLhep15GhzYBvVigs4mVxbypilhpb5MUJYCN9SsZlIaG26z7PpxMRkbeTULMcrBn92m1Mth8aPspBD3HcZOyVQQyI1Z3Is5uOEA3aQzLfGHGThVdrXAHewCWmWVpTtu6MvRgjMQyR6JHQ8QVhZW7Svv/DtCgKHjZIkpDi+Qj65EtFuj5hWX1mw2yM7URO1Xda2R2fT42lcHxvU9IygQQqSxwcXlOmC9tj3mPDEukCSgGACH1Uzm7QPZ2kPlyqz6ShJp1uaLTTaXIDSgzn1uVoUlalIkorTEisynStvib14hnF5ZxdYjV0zPk1k0rlS9X6W85rNZJRYXtZImmNmm6PMcd7ptjnkzQeQK0BONf+uvXk/JM7If9Ana/R0OrbCyWBk7a20myawn41GVhggU3ic+no6EBebyzcneWlFai2mc2rb2eNAex41IqoJHV+YpX/tXrPP3xJ37F7dOXW++GZJeqnonImYg8p6ovpF/vdn8Dfk5Ezt70tn0s23vz+r5UFn3hLf725Y7h4u2+9srJPeZani/5+X/0aWCbXFxGWtrDgT3km42BAKAfcNkp+nN+QVQDF6j3kDkjmDp6oVyi9cniyan1O4bDlNml2VkdJ6vrHzU2fkTPF6ZjOZtYNN85O9RKma2J0apgiiCpxMhoaBFoXVu0HiM6Xxjqs5PCct5KTGBSXF7R4cCME2qoyiaR4k9OYW/XzqUs7DwFKAc9UrGbbSd5hitKQ0iu1oAi6wrGRsAVbK6djEfWRzw6pRtC2nO9yhKGo35GnhQ5GDTC0Kgx4hpzyNK0hoAM0bJktRunw2GvjtJrJ6r1iyRl2loUsLuT+IkOPUs9VREryRZpIsJ8gRYe5o2pwTibLSZF2aNFdb2GWFpfsONdrje4/X0oM+tprSsLbLqeGY54fg6LFVy/1pcGtXfGFToaIbOZZTghbKXfnLMyJbZHOxqJaIT5AqZj3HBk97HbOykrdHu75gSGQ3v9aGjnOxnb9UxqJtJl3oKhXysTzZbKEK1aN8jZ3PbaaIg0jXHvLua4OEEmqQ3QAalg66yqGqZbknV8eGzXFkNA0rSmMpT2pAAsVhZsFkUqd6Z2QsdhDRFyMUe1e2C/a1qkTKjbtsUnxKVWDTooTbqt+4xE1o+dUgwkvdhkHtK9vvPhm++2OXqspQjNuzdh4P+KoR67Mua/A3zfpb//kIh81yUawe/grflwB1iP78tJdWl6zfdjzvQHuMTJ+0rrysk95jp9cGG9N+1m/pIEldOwzqYGSUoNmbdoczhIDXczEKpqPYeQlO/zhKLMMoNZ7+/28Oa4WCbYfGkZWyJeG5E2wHxpBrZtDSFY1+jCZmy51M/CWXlNL6yPxHgEMeCCok6RG4fo8SmS5yaBlPhsaLSGfTd3q6qJZxf4JNor41Hq6VXEPMNNJgZiSCUpPTtDqzXUjUXep+emiFJVZpQq67f0ArsdV7AszaE0JlyNKswmZuAXSwDcaGDgFHwijAdYGxpSZxMbPZMmArBYgGAAmxCMA5hnuJ1pUjCJ6MlZr36iw8GWx5UkzkxPMTnZbILWJj3VgxZicvCdMspsghamquImaaBpJweWYPfkea+qoRcXW33KQQGbpF5SFkkxxQjxOp0gozTs9MbYjn+5MgWbgRGwWa/h7Ay5cb3PYqRD6p6eWcCwO7WS+sk5zMZo1ViGWDf2eZ2TQeyYnCPO50jbcRX9FgnctP0kbZmMAUX2dtF7Dyw7ym0CvUwndo1OzpKjyfu+G864jDIaWh8uN06nziZWKu+4aN00Dmefp5OxXbeysGNWA97IsESPTqyfN7L72S0TNG8hH/agnU62jbNzZGdKT4fpaDrOGaAqJqWTJvRqMZr6mF2/1ygplxSQEIazAT571xzMO1oKxHdJuzLB/r83qZoAHF9CV3Zoye9NBPDngOffxJvr1g+p6t/8ct8lIn8W6/f9KPBHHmNiAXDl5B57PfGRW3zkG5/l8z/zwlbLMc0fM+3C7FLJI80R25i0k5tNTGprNMQVBfHkxKDk04lFhXlmPYoO4FAMrD80NcK1nhsIwJTRI/HoxEiqVY00RgCO9x6Agt+d9WonkB7YNI5GyhxcSXx4krhPrkeBynBgpaI6yYml7I61EYndZGR9Cp/AAadnFgkfn8HhnoELxmMrcRUlTKcgKwOTjEe9cocWuWFp5he4WzcN5ZZ79PX7yZFkaAInyPASgtGZjmM8OTMCejfw1fvtXLSkHE8Sb9ZNjR6fbrNp31q57vQcFQ+1ATJc4vN1pTbAylPD1OtpQwpaUsarasbXpenpSQ1Fzy8ShypNt/aCkCedR6xfOhqY+HJoDSZ/5yZ6dGqfu9wYeCHG3jHjC7uGB3vE41OkUzjJc2RvF2IKkpoWdmbGQVuurHcr6Tq4LmvOkbqGYPw9RNCzcwsyoiLLNfr0LTibmxNt216pRp3aEN08hzM7T5J0Wi+9JvQlTRq1zC71OGNyokwnRpNxYjzJNsKsy44TICcG4vEJfneHmCfRaOd7dR3r4dZwPkeuHdpzU9XoySka1UqZhYegib5jJVrLtlOfU9N7FmcwLJLMWrTntyzs2FvbL24ytmBhUxHjxoLJNHKnHx4LppcZUjsjzZxczysevHLEjaevvec2a7uE8HiKWF92XXZq7+Tv6TV/8kv9LY3h+YtYj+93qOo/fOyD5Apd+Y7Wjaevb6HQcukSugRGSeTmuDZBXnZnUOYGp48RlkszHLNdZNfQiyyW5sAO7HeS5wm4YQLMHaHXJ8g8k5FJJTXJ8N84ND7ds09aFuGcVU6yLCnS10koODksEeTQ+lQslvb/XQ8LzACtV1YSTONRONzrIfNmzOdWshoOrKyYZWnkjeKi2ny8KhmhPN86gRjNmEQgL6xUWtfmHAQz6pvKjkswx1NbjyVeLAyUkowzk7EBMFLZTCdDM7rrjRGnvcCwTGNTEqigqvr+jYxKuLaPfOhpOl1Lg9EXuMN9dJQy79XaUK2FjQLSTQVHJ1t1krZJEmZqzidGM5BlkTQy0/tCRM8viJ2DqGpkMiGRMwy7MB1ZsNPJfxVJLqyqCecXcOMA7tywrCmhL2U8trLcYg5HJ4b8m43RTUW4WJjzylw/7UGrRNhPwQ3DIXRap4MCaWIq/w5SWdr3zi6JZlklYzyCWzdsj4OheztgSGb9UCUFT84ZWnRnlmbxdcAlu3au2iTg0tRQoMsV/vphKuFWdu8llZ67zDG3Y+xK9lrV+Du38WWReHkllHlfdpWkWxkv5mhoiSGgGtIQ3tz2fUe78d4yRdjyJUMwBZuOHpRKzm5QmlP0nnh5MGu6UiI2i/L9XF0m93Z+3s+V1E1+Bhum+mdV9SPv1MHBlZN7R+vf/zPfBUmaWcGyGsXKFW0gLpamz+cdsq5w3if1EHMYbCor4ywW6HxpEPidaRLADejDs/SZSqdsLqu1we83G7RM+oll2UOXZbVB7963TEi1J1jT6VnuzAzSvFqhg9KEbJMmo4qV9iSVayyr9DAYmgNargzI0k0C92lawtm5fX+Ro8s14ewiATdAc09cJyDHzpR4fNqP3aFujM81KJBr+ya/dXoGiPUw89wEepOhMOck1psalFZSI1EzFks4v7DbsVqj86Wh/DRan602BQsDlRgqLioJSYod39Ep7vwCdqdw8zo6HRtS9ew88bAac0Qx9PqZul4TQyB2kmNFYWAXNTi/isB0Yk5tb2bAkVRuYzzEDwdGKxHg1iFhvbKgYDSyXlsy0GakzclJ0yD7O5ZhnS6MIgJGTagq2NtJUlcpy04qIpII6GxqNM/MwK83xMXCHNemRq4fwN4u0rSwt7OtJgyswhDbhjifE7238u5mYwFGlllpmCRyvDtDDg+thDcdWyDYNnb/ktGXaGIH7tmnYGdqkP5BylR9EmweD9E8s0BqtTFuZ+ckhqXd09RrFu/RQQ4XF/hrBzaAdTYxBOjFAlknh+udPZODwvbGgxP0tTeIZ/N+gkjcbOz5wHp18WJOXCVg1Kai16wdDvAHuyZzVxSJIB57wAuQSsXS69Tef+X9nScHEFI295V+3o8lIjMR+S8xEMoLwP47UTh587oqV76D9ad+539Cp2WIYA9QY/0Yl6ZFS+pjUNeEB8e4a/vmbPb3UqkuObG6xt28bhnWqETnVmKKOxPcYIh0qL+YFEESh0ddQkgOSnMatYFOGAxguTYU52xqyLOke8jOFBYePT03pF43bmZkGSFtsPd7h7gRMh0RL+aIz4z4nOWmxj4pkFbQw30r4yw3BGymmnHxNtaPWi6tlNYZLiksQk5ajdo0sFSTphraJAOKzBzT7swcUcc3S85TEFjaRGo2G+TaYRr3Uxnybl0RVxuL3ryi16/BItEX2oDbmaEI8fQMN51Y6bSuzSjvTK3v6b2V4lTNsV+aP0fEVD/yzErOy7VpSo4GSYRbLXtfrq2/uaksIOj6dUWBjMeE5TLB+w3w4CdjdLmxwGQ6tvdleT/QVY9PrVd7dGbUgoOpZVr5Gn31bsq4C2LbGrDkYmmBynSMS3qcmsSgyXObpXb3Aa4sCXUN5xf40QB2d3uVDiUhM3dnFkRxSYYty9Hzc4PJDwfGK4TEe1sgtw4tg7q+j94/sfKq92hRWFCVAB3uYA/d30VfuZsktYa44c52GkYb7HkZTE1R5PwiSeGlVkFrvD2X4Ps6n6MJnMRkbPeim/vXcdqGJTw4NpTw3o4FHm1AYzBO52aDFKWJJ2QZsW6NXtAmnul6jdvxNtbKe+vvRewed1qt3QQC6B388RvvOUXskaUq73uW9qVWmvb9A5ic1ze+U3WTt1ofzDP+gK+Dpw7ZSveQ5m6Z04ppGnZcJTmvLns4uzDg5HqTjJOJGLvdHZiObBLyvSMzGE/ctGg+IdSoauJoABrgYmGACDCE5Om5GeC62jbgyxw3HluWuTs1NJiCLNewPzNHslwaaXu9MQOqSkx8MxtiuTYwRtOi0xHM0vBQbzPytA12HKsNDEvcnZswGphob1UblWA8svcMBnD90M69apAbB0iIlnWkYMENEql3tUFzb4CaJo25SQ18PdhJQYW3aQrPPm1OviyQvamBfbzNhmM2NaNzdIokXpROx9aX6oANIYFBBoMkRrxBKgM5aILpMx6ZA0uKJRqTExqYKLbkmUHkXWYGVxXZ3zFwQ12boR0N7L62wZzQbIx76rY5gekYvfuQmJRhmIzg2r7tq1GSrkrltnhytiXVr2v01TesF9qNPjo5wyVYv/UQo8Heh8Ne85OzM2RhY2NkNrXrkQjusQk9FUar2vZYk0bnTMe4W9fN6Y4Gltl0KNqmNbHiW9eQ3RkyGUJtQZM+OO1H+7Cxsq3szqxfHYJlag9PkwqPKfCw3sCmNhRqZsGfTIYpCx4nRGQwnujhvtFilmsrmZcl8d5Rylpt+KoOil6xJ17MrQeXyuD9NIndST9EVpOYAkVhgevhnokSzCYJ5aro2QXdaCKt6i1oqCjs+l3mdmJO75mvfupXyCK9vaVAo/5t/bxXS0S+LpUmfwD4vlSa/LIOTkS+43G+48rJvYP11FfdufSvVHfvBISTHl4nkaXRejRuNjWQSQjoYoUuV5b1tYZOk01lpcg0RdqNx/bgehPZdXluPafRwMqM3gjPNmakQg/2TNVD0ywr5ywzOjk347w3JVY18TO/1I+9oSjMQKiakTnYsWi5ba1ctanQ+RK9mFsWh5oRU0PYuUGJjofoZIislgb9F8y4H51aeSpLoswPT/Czielp7s16GoNpdFrGQVn0wsx0tIquzJV55PicuF4TUiAh53M4u0DfuGc9sunE+lSzMSoKezNkd0acr0xyrCySksvInH4bTP4pz9O4FGcUi6Scwc4MhkW6rpqcy9rKowkAw2iUHK+DYeKYbWpT9rh5wxRa8qJXxnCC9WbnK1OqmU2R29eQTWM9yHkqv46HpjayWCEPT+HWNUMMns+tD0vqB5cF7OyYY8szBHCZjZTh5qHpU56dGxAmtPae6dgCnsxbOa9ubC+hlnU7TORaUn+uqm28VKoaxKFNHdfZBLr+lPemfSnO9neaci8dlSOqObgUcOHY8iKbFBQlkBZlie5NiMcn1otVA+vE+dx6gMMBWuTExRJZWdZFG4h1Q2wDMrIRPtJNUhcxUElVI62pvRj5P4Gzqtoc7Wplpc02oKcXvU6n3ntoAKOq3lJKUoasTZO+AwuqIPX/3LYnp6BRefjq0a+IPXr7yyaDv52f93D9HPDTwLOq+he/0otFZAejErzt9auqXHkJrvobgZ9+M3rnbQ7p+2Wvf/d7/w3+x//6xyyCzjIr66QBkwL28OV5X3Kxyd1zK40tltZ0rxsTzs08OirhbG5AkHUF5xdoIpiKE3RQ0IWF0iQpo+XKvm8ythJe1RDBCNbLNbE2dKNUtT1sRW7jY559Ej1fGKx6MEBHA9w89YBWm34cjUwmNlKkLFJDv8K1LSw3Rrxerw3+3ymAOG9lUecM+CI2DVpGA/TuA+SpO+b0F0vkjSNzhHs7xBCSOskGF2Pfz5LJ0KLxGO1Ys8wcYioD68GuOZ3kiLl/bJPDswL2ZnY8bTAR4YGNx7G+ZtJ5TOoxRgY3CL6KQu7g+NTOYb4glt56S52U1s7EnIT3aDiz8mJlBlaeuY0c7Nv9rGq7nm2wMTizGbo3s98vW0Oq7swSUCEgs7EZ1zZa9nvjwBx5VaM7E6QD6bTBStidcU1k5TgaILmHJqIxTSNIyixSVUQwPcZBaYHPuEBKy/ZdkfrFTbB7e76w6ywJnXuxsKw89/Z5JxfIaIzORhZI3X1oWdSmNtTkZJTExa0E6HILhuJyjXvjAdGbwgnrGtnfTYNOxe6FzC2gGA0tg15t0M0AwcYgycOjlH2Xdv7nC2RvRqgsUHPTEeion/RO08CSnlRu8+BSkaTI7Zy6UT83DuHkwkBjp2eGVr5YGDq1SnJm3uMOD0z0u6OLOL8tAV8segBaj65Mz+6D1zph/fdnGfDk/em3fZn1c8DPAt+dhiwLfebwluvD2ESCt71+1Tg5EflBVf0jl/79s0n89AfSv78fc3ydYOj3v4mM+K6s9WLD93z9926j0I6/lHouLs1s63T6VOOWb5Nmo7kuGvWSyL7J+BYmo6VjK93poIDj81RWsjKODAZblXafosXFkjgeQBOhrqwMlvpATG0ECxeLNEokWh/EYVnng2MbyzKZJIRlbY50PITnnsA1rQEDqsrKNLOhwbFXK2Jm41RYbtCDHfR0jttUcLiLLtfo/Yeo7MKgwIVI1Gi9tvHAUHiIDYbdnyAPzoxrNxvb9asaE8W9SEoauQc3MgpD3cCqMoe82vTT0kU8YDqVzJc9kZgbBxax331oZbKk+0mMBp1fb2A6xg9GNqV7Z4YOTbLK1TU8PDPjvztNMl8korT1ljSqZahvHFlJVicmeZa0MmNZQunRswucM0fBbIIenRCdR0tvTlMECjFDeXKRJqAXxAcPDXxzsGeApbQX2JnaHqkb5OzCiMrTEdQknpaYE5pOcFGJxH5OGisLyeSJG9YLXK4N4r9cmohAN+ctJipGKvNSllZxGJS4h6dEwfhikxFSNUaXyAvrje3t4K5fM55bUPTsnPjU7eQExBx4N0HDIDTIbEKcL5FMYG8PJjWcniPTqanflIUFGYkqwaZGgxo5fTAwYe7VGt3bSdn1wCgRs7E9X4g5tL0RMQRcG+34N7UFbJORoTJ3U0DixKZspOetg5tFtZ5iT8FIAgIURRLZ9p2hSnYCdg+n76Ypekfr3VA8eZfXjz6urJfI4znqD9wZv9VKemhnb/r1D/LoEL63NaTvl7uGkwGDYRoto1jUmaJQYkzTrl0aRGkzxlTEQA6ZiffGew8ID45t4vLOxIyHd0kFPQ1pTHPHTL6pQjPphXxpmjR4VYhlZhnCdAy3b1jmdOc67O7Y77p+zLUDONhFB2ngZ5JwYmeK7M3ss9sAkxF665pxi84X9roiaTnuzBKQokIGA5zSI/ggoUt3pnC+wG1quHENbh6YJuFqjRzswnSEW9n7Y11ZVrqq4Po+MhoQM09MvDNdrY1bNyiRdW2O8WJp11sw0M5ggNy8Zr2ZZ26bIyg8XNvdCkp3yMobB2hd2+DLTWUiy6sVcriHLAzlGuvGuFfdoM5l0oosDMKvZ3ObDFBbr1IXa+u3dYZutbI+WdNY3+dw1/h8izWSiOfsz9B1ZXSNtoHX7gPggppw87XUsywLYptAI0WOrleG0nUQd8YGyAhqhO66tfuB9c9wYllzSOLHowEcn6Ov34Unb9g9zTPLwsoizYHzVuqdjRFMRks2taEuvbd+ajTKiuxM0B2jqoDtgXjjwLiNbYL3nyZKSJ6h3ibWSxIkd9Mx+sQNC/bAru9yZRMNRCwgaRKlIEtz94aloSmL3PZNNBFpiREmE0O3jkoTA/DGj1Pv0cnAJMHGA3tevMD9I+T1u2hmaEv2p9bPbVs7VmeAIPZ2jKJSFlYdiGpyaqORlV47yk3mEZEkAtGJNWsvcYYq1596PzlymL3Qt/fznh3Tl+HJvVvv+VXh5LDy4/demmPUrecAHndI3y93LS5W23+o9qM3KEtTNldF15U9PB1heb2xXttkbJHobALHZ9a/iDbzi9NzM4KJi8Xr960kcrGwnk2MBnFerWA2glGBW6Zy3XyJPzMtSeoWxgNDkaFwsGtGommRs4U508UK7h8bEXmxNhBAXaN1ixObkafjgb32wTEqStxUCWVnDkY1GnR7U8ELr1lp1Ak6SkY/tMhqQzw6MYmrTW0ZThobI6uNNfCXa1huDL32+j0D03hP9EI82IFBZhDz2ZhIRE9Ok0K/I+Y+oSdzOJ1bT2zdwBsPLau5dUDsRutEhUGJu7aPHO6je1O4cc2yw7K0Uund+3B6AfeOcSRR4CxDy6RtuFwbPWQ8NMDKZIDO5wbL35nBbAJP3LByXAdOWa4tg9qZoId7qW8T7PjAgCbeE2Yj49MpxLoygzwaGAdtvoTlhnhjH/Z37Z5czNGHxxZUpVE5PDhGVhWy3BigKXG5KArrOz5zB22CZcrijLO2NPK/FIVlMMHKxp2EG5XJvElZEK7v2T1RhdfumYOJ1q8UEdzJhVELShMM0Bgt2+v0Kpdr9P4xcVigWRJNKEtDs14sUtWgtufjbGm9sPHIZLlUzeGdzy3rbBoL8JoG2gbV0FMfooh9jipyscatG8vsyhydjCxoyAt7dpoGzheWiY2GpjDjDLzkxOgosamNWlAbWjZiHNbe6bYJtNMm8QVlq6aSpjr89//VO6Z6vWsr4t7Wzwd5icgzj/P6D/bZpJVEQL/xkhgomBZaJ/i5z5cZ0vduH89TH3+CXqMuRitJbSprfofQq2Z0fRzp4OfBIMVuNDJJrMUSMMfn2vSAtS36yuvw6j0YDYltY2Wys7nxxPZm1hdoNWWJar2La7vGTZsv0HsP0cnIHrRJUg3ZVIQE2zZZI2fZTGEz33Q0hCduWvmxbmy0TubRvamBXZrWMoqU5ZCU47UJRheYTgx+XzdW7lSF+yfoSZpjtjtBhwW6N7HrcG0XRkP8YGjw7KYxya1OpgmFJ2+huYOTuf0uRitxFRk6Ki3qz005XpY2JVuaFlmuEIwcLL/0KixWSKuWtaRJCjpfGFKvaSwTurEPH37K0JTjoYlSrzfo7oS4NzUgwfVU9sycnceDIwMsZDncOLQSsQqy2FiJq6rQl14jdlO51xvc6dyyn/0dM8JVDWfzHq6umYlty2xqgUiMRtI+3DME6sXSsorxuJ9qIILppBZ5GhJrvdVOjFuyjLhcER4eocN0XBcL4skpMdqAX4Gt6k7KqNWn4xwOtvqmR6cGhDldoHszCwJCNP3IhUm8UdeW5Q7LNOJJk4RcIqMXObx+3/Zv7q3U6B3sznBpeoHeuY7euWYl8tIUUWK0z4ghOcLGhvDqtV0c3iTe6iQQTSTuTy2zQ00k+96pce7qGh3kaXLB0Bx8VPTkwgYZn56jkxJpagtIJiOjKHhvQWSwop8mX6ZNY89NJ8zcJF6g3UlwjnJU8tv/4G99t03RYy1VCCpv6+cDvh6rQverpieXBuoBveP6TuAb06923+ItndPb502lThH5Hmx8O0899Xiw3qZuefWzr/WbmG7+VWsKGt1EApmOicsVEtMol1QO1DTVmjZYpiX2IAhYVD000q8uVnC4Y5HuyQVxvcZ3IJdn7hAXGyDC7tSQcm1Elmu888TRKE0zKMwXDwtYWZYVr+/h1zW6v2MZnqoh+dZrdDYhTodWamxaA7GMB2ao6gYZDZBs38p4uUMusCZ+52i8TzPlFmiZ4/ZmBibYVIim6eOb2gz5vYeWAUymSQGmQe9ctwkI3rhNcu8IqRpibp8RD6a4p2+bIc1zK6WdnFmfr8hNc3K9MdmotkWrDCZD5PgMLTKbFhCCOYGLBXpzDzk5N6CKptlqo4ERnYdDy9aSxJmsa6gzuz93j9GHp3acz9wxWaf50rJFjRbI39iHnbEFOEGJRWaTqr03ZZL1Gp6+hX7+JaM/+NyypzTIlqJAzuYWVPgsCRSnCRRnc+vNjgdp4rzNdkO8ZSa5jXri/rFlm00D1/bAKSw3+LxEn7xNPD83UM29h1CYFqquK2TTGDDHiQUXVZL22tlBiHDvGB2rzXi7vo/PTQwAb45RvEeCIqU3svvr97aDbJ2NpWJnH0Vwm6S8sjvBNdHK+U9cRy4WlplnmU2tEDFk6mwE56ZfquNhyrJzYqv4k3MLOCVa+D4q4XRJvHMd//DUntOLxVZbdWhjqKQoiM3agobp2IK41x7asyrO9krV4sZGAieN0dLN2p4zESKtBRsh2t4Ey6zV+HzVquLHfvgn+Kpv+shj2Zt3cylCG99f/cxfzkoZ3B8F/gS/DgSafxj47ZcyuzMeY0hfQl3+EMCnPvWpL4fk+aL1i//0M0YLUAzBBVYuKpKkjypSlL2WoptMTGUklZQIwSJ0MHHfMsdluWUN6zUuBmt+DxVVwT04Q9Yb4vV9++zzuaHgzi8Mwn0+R/PcDMh4ZOK6KdJV72A6gPMlMbTw0l34+IeIme/JxrJcofs7FuEPSvTo3Gab7SYFlNcfGvIxy01FIpVimezBQQHeEQUkc+jDpNyyt4t6kKMzpE0TpbMMd7EyozAa2Oy53BOrDXL7mqHVxqVlqEOL3DXaQFU3KokvvIY8PLPrvKmgxHqIw6Fl0PsznEqvGs8gGaNX75ng7nKFFkubXD6yWW7uX70Mz96x7KVu4GJln78zM9qEM0qGO0sDUrMxeriHcIY0wTh6EcJmY05hUFgfKvHi9GxuQUAIZtijovUGOT4lTka40zlxMEyjl9T6QZkZVYcjDnJ0OsCfzU3HsaqQpjUUakeraBvizhgGObx8z0rkyxUxtnC+tADkzk10lEM7BucID49xowHyzG27hns7to9P55aa7I63kzSygO7sIauhlfASWR/vDGyz3KCTMVoaulDO51Z+F7He3bruqRhxMMAtVxY0ZN7uydncxLLrnDgeoncOkNcfwqYxjdVVBfeOYTomJK6iiBCmI/v+EOHBKX46sorCeGClz/GwB7fI6ZllWDtTYubwRUl00aTLvEcfnJis3sQQpDIdp6GniUoQo3Hi1isLJkXsvxU0BpsHOR6C+jQRvavaaB8Mi/f84T/7v34cU/Mrst4vNZN3ukRkBvwBLHv7BuDFx/2MXxXlyssroSi/73Jmx2MM6fvlrq//jk/yr/+HvxuwqE283w5MTNwrQY10ut7YEMsEzCBFuTZ3zThbnC8IxyeIqs0aE7GJ1rFF7psqg+4YiVnXFeHmwRaEslzZLLDdEbJKQIqLRVLpsOyyk63i7AJuXkM2LXJ8ig5z1BkyU8Qjiw3yxhFuuTG+2bKCh6bNKNMJsTbhW0I0sMbpBXK+RC6W6GxkskjLtU1cKBI3Kar1GEcD4mSE3thHM2fXpsitJ7W2+XCuhezuGbHwMF9byXc2QivToDQh4DSNvG6gqWB3hu5OidMRMl8l/p+agx8P4PqegVH2d+GZJyzj896GZA4KI7hfLPsJDTo3oE1crEz2alhaz20yRMcDnDNxa+n5hdF6hHtjVCKuG9jaBmS+gskQTYRmaVqTxRpk1psNBi2X6bgX+mU0wFXpvOsKV9W4CHFvBx2P7Z6u1kTvzKDPFzb5/fV78Mo95PohbjKynuPejhneg310kFlfatPijs1ox9HQAqOH51Z9KHOYDnFtgJMLVKLtsdUGuXeEjgaGgIwRLUqkaQlZRhglpZqoRlAH2wfTifXjqg06LpHFGr0+Izx32zRQ5ysDzQhw89BKgqMSefEusmnQw31kmHqWeUacDpCDPXMgYIHOemPHt1wRzxdG9t9UuKpF7x7By29AR+wpCxgM8FlutJAst307HZlj3JkYcGe1QU/OrI+cnlUOd9OUCZP9ipvKELXjkSGlnaQqxaafEdjbhgQ6+erf8jGy7P3NKToKwQcJePKlloj8YRH5H4FTzMH9NeDDqvph4LGkvn5VZXJpbMM/6ByciHyDqv6cqj7OkL5f1nLO8Xf/wo9s1QyUNIal2g5Y7PoOaSSItgE9O8VNntzOwTo5TeN5WhsZ0rTWn9nbQc+Xptm4u2MzvpzH0RoCLbQm6STgz5dE53EPzqEJxMNdGJV4lxNeecP6DeNBmqWWuGGDEma3cYuKsDdCRiNiaA0S3g2OdNjoHlV4+gYsNnBzHx6e4tcbEAg7I9ymIU4GyNE5zMbG+woRna/wbbTI/GKBnC6RZ2wsTGwb3GKFTiZGki8KwunceFSiuItUahwbeCWKI1vWhOkYlzJlB1sUqvepnxeJcU0UozVoG5BNi6sDGozfFAe53bDFxtT5d3eMDrEwo4wzSoY2Fa7JidMh8pnnLfs73DNn9KAyEMXhHvrKfcvEXzsiHu4YMf7haZpLNjVHfzAhHkfrx9UNcTom3rmGn2+I5xcW+Fw/sP1SNVbecx5uHBBixLeKiCMOPLp3A1kkoFGWo7tjK1ffFVxjiiKx8LBuLJjZ24O2JawqQ27WjfW3dq3fJwtDBsc37iPXD2Fuc9fUi2U1ISDV0FC25wskkkp6Q8tgbu8jq9q4k5sK3Zvi8muAaTXqZIA8MGBMHBbw6n2YTY3InXvjS4qYRqWAe3CKc542zV3TukWmJdw9BgQKl8QWcsN11K05v4GJMauAZgVxpjZTUQRCoP2qJ5H5Cn8yJ6b+r+6MkONzk6VTiNf20eMzEwhIkwfk/jFyeIBG60fjPf5wH21b4slZryuL82niRerFBZP70yh23DHyL//pZ3jx06/y7Fc/+W6bpMdYH1xZL6CbOvDvAt+Fced+CHhBVf/o5df9WkVXIiLfiTmunxGR3YS0/HcuveSHkhPs1pca0vfLXh/51HM9XVFbk7gyXcMOVZU2vDjrZ3mP39/vR3FQVabGEG32Fag15DPr17i1TQ83WaoTmJuB0WGJCwIPz5FlZX2QzEEwDhSbyuDpGnHPPEF84jo6KYmoQaTPLpDzBXo6Nw3A4zOCWJnMLzc9IVhXlQEOnr6BE2/H7B1c30P3Z0g5wJ8lNZdNC/sz05/c37FrMsgJs6GVrJ66BU/eMpWLNuKywgSLz87NMA1t4nmbKbz4GkQl3NizHt+mxu1NCfsTGBSmeJGooj1hHNMJZTpCru3hzufEcWmqLOcJrCNiUxHOFkjdoscn6OGeZZg39gmTkZ33ZmPQ/SZaGfT1ByaCHCNyckbMhLg3Q4/P4O6Rkb69NzDDqCQOS8LtA+IzNyy4uH+G3D0xVOn+zMbX7Ezw68Yysf0dc27TEXp+buXOIsetKmgjXoX2cEIszCG4599Aj88tIEqSVCw36MMTIzVLgt8D7a09QmxMmOBiiR6fEmYjdGoDa8kzQ8jGaENSMVJ/VMXlpWV8dWujasoiIXAjYbOxa1V45JX7SNUSM9eLhmu9QZ0Qh/YedibGUfPeeolncwOoNMHK6WlSAi++RsycXYON9UCljRYI5Tn+ZI4/WeIWa1xm0mJhZ4TWgVgaz069g0lpw2KfuwNP37YS6nKDXKxMpu7k1ObpJT1VVSWkgErT8FO3v4vb3bWs9eKiVy6J53NTnEni3hqjlSdTQOu80QhkNEKy3DrtlzhdL/7iy78S5uixVkTe1s97tZKs138pIhHrs/00sKeqvzEpoJz+cr/jV4WTS0CTf4A5rdP08zyJQgCgqt8HPCci35WUT77UkL5f9rr34n2sNonJYSWpH00zzLo5VTb3KvQ0Az0973UdXWkyRnKwZ+XOg12DLntDPXJxYejB2ZT2w7dpJwX+dE4k4OZL3Lqy8t/+DuHWLvH6nhmHkzmyWKLe4ULELRvk1qEZmkFhd/z6HnGY4+cb3NoMqk6GOMSa5qm85rFjkai44wsDBuSe5uNPE5+5hd4+gP0xvHwPt26IRYbmOQQ11YuRTQzAefCOIArLNaKCG41MlBe1suGLdy17WJq0kopxAN2qxlUtbrUxYE6Zp2g5ENqWOB5Y+6hpkGWNDku0yE19I0221rY1ZzEZWH/lyVtw78joC1WDd452lOECRqnIMzPuM1M3idORGe47h2Trxt5/44C4PzWgye4Mf24UCDcocas6oWtN3iwOc0IMRO9w90+sFzksTN/04Yll1+vKHJ8IcZijmzWhqaxHd2boUp0aUdk5Z/epbpH5EnnmNiF36HJlZbTp2Hh5CBzuWB90WOKWa6TFyoEXC7Q0NKVknrAzJkytJKttQzyYwcNT1Alh17JuPZjhMk88OzONyGEJmwq/qmHTwC+9bPSH03OD6l/fg9vXjGid570gNicX8PLrJtHlPa6qkP09ky0rTNnGv3zfnp2lTRJAMP7k6/dNxQaIe2PwYhSNxlDNMXeEDAvsEqiKqkHmSxOwPtgxKbdfetU4cDtTQHBVa4pDmbf++WgABzumQ5rGXbnR0JwYih+PepFoSlPUiW1rQK+kV6sa6aLhbFi8SQ7wvV8fUHTl78Cmgn8oObY/p6rn7+YX/KooV6a+2le88m9nSN8vd8UYmR/NSbBIi1CdlSREErgETCdxOEjISmdR5nIFXowzl6J27VX2GwMPZJ5Y17jBxBrvw6HBoMcloY7osET29wirFfHGLnK2tAhysSGODaTQXt+1OWrem2p9lpux3JlCUEJV2cwyZyjKOB2h86U55/EQt14j86V1M5xDT8/QbmzK6w/wM5Nu8kGhaXE+I2aCW29gXeFWGxv/cnyK+gzZ2yGMSnRZEZ+6bsbhZE68fYhOS/KjpfUBB0WC1yfDc740wrQDffImTsX4fDEpdyyX6GmLqxp0WBBujMgWHreuDXUXI/FgF156HQkt1EllfjJE/TXr58yXhsqsN7Ti8V4MyJOU68OHn8BvWuRijb7wBu3hbuKGBVwTiDHgJkM4vbA+2zrxCG8fwlO3kMUKyZ3xFpdVT7FwK4jj0kb7/C+fR25dR1+7Z/3BG3sGyb9Y4V47sj1xbY+4N8Un3dHoQacj3ItzXJbjoiMeHdu2vLmPv2hh06DzpelYEuFiSSwymK+NRvDkdYQ0hFQEZiPi/BTnM/wrD9BygNSK+mjHkBkVRqLCw1PkzoEp20cDWMjFhXHnbl0jnlzAdIhUwaoHquigIFvXhFsHJtysAR8Udak3Ceh0AA9PCU9ew21aGA0IH7pj9yMKPHMLECRE3OdfR5zQfuQO7nhumXUAv7DgwLXRBAduHViQFxXNncmoVVPiIMc3AdcGC45CQKZjI3wfn5gyziaJSzet7c82IMPhNoAV6fU1NcstS1ZFq7YzSiBCqAMf+rpnfqXN01dcH7RyZTdKR0SeFZGvS7/7+XfzO35VOLkP0jp7eLEtQTixMlxSObEhihHd1Liy6AVbJaRRHEVusPMUZOIFF4Ug3pQ29ibI6QK3M4H5iugFDsdGOG0hPnFgvYJNjVQt7u4JcVDAC68bT21kYsJS2ygblg3h1r5lQ/ONGdtNBcMROhoQdqewafCvPaD52B3LRgYFMTcDocOBZSNFYQoX643JfJ3ODZmpSmxa611tGpOYOp1DluFw6HRG1GBIvNM5vmkJ9YWhCENAb+6Y4XEOF6OhQ52zzHJUECZD/Mnc4P3jQfpbMLCJFyPCe0/4+C3k5Xtkn3nBwCjeE3ZG+FRyo8htUkAkAUPMCIk4dH6Bnp3j9/fMwRQeHRUJ0LAm72ad1TV+b5fYRpwT4udfQYYlrpsiroqWOX42JewMiYczsqMLFCFbNrAOJk02KCDJj5mIdmXcwKT5KSEYL3B/xzh7mUMnA1hVZOvWqBsnF9aXyj3x9iGcr3Ao4Ws/imsj7u6JlV47FRbBDHvmrG/WRsuIJXHhgsO/cWQC04czWFeEQY7D0WZi/bxujMxsZE4rCu5kCZUFLkbR2IX2BDdf4XamxKLAnZ2ZClBVwcEOzaZCmwa/PyM8cQD3zkDALVeEm3tGk9ib4VeNUS/qBlcZfQWBOB0Thjn6ygNc29p+bwLOZ8jpipg7KzGHlrbMyJYKxwvidGDIycUGN18RRgOKEwvkdGTjqUTEuKmv37X+pgiuDTaN/egEPb0wh5zk+2ysjthzXje4yagf7NoBr6y8rmiEz//M83zsN374vTdaaSlC+wFzct1S1R41KSJfT48Y+uWvKyf3mGtxstyqGUQ1MnbSqZMusytMvosQkKY1iPVqYZJbIjYMU7AxI02DHO7hspx4sTZSalBkMsYvauuDPP867O8Sb+8TBzlhuUSL3BxpbAkCuQhevZWZMLUHnY2TQ7VmfcgdumoN/edsurVbVMhwSPbAnAnLCgDdn0Hh0dNT62mcLIi7Y3R3BveODK05m6L7E/RiTdwZkJ1vTGezbQmbNVJk+EpNZ7JTbN+9ZqoczuFPFgbWyTzcPCSgSJHB/RN8NSHsDEy7clDilmIE401l0O7dqZUwb19DztcoieOkRkFw69q4TNri88JQlIOS5voMd5I0NhX01qE5n+MLYlLcl+dfNRpA1aCjaICGG/vw0utwek786g+jn/wQevcYNODOlsgTN5FNZYCK5YYsTdyOO0O0Vfx8Y6opR5UpbgxL/KpFa3N+mnnwQDYwXpx3uNwhQWlXG7IHZ1ZSPNwnP53bPVQxjc1lha4bc0Ync2QyJoogswQO8oLeuGZ7sm6JsxEyKHD3Tm2A6e6Oqb2o6X7GQYF7eGblzCK30vD+FE5NrJgmZVh7Y9yZt77n8dzg9TcOLJudDZFX7xvvznuCN8FuF9V6yU2LFJmBnUJEygE6LpDjOe7hHB2XxFFJnA7JX7xnFBcVqBooMjKXowd7hIMx6pS4WuPuHpkj/NCTyLxGmki4uWelzEGOX1RG1K9b3IMT4s1r1sdcbUAcMQbk+MxmyfnMxL9DayX3zEFlKidS1daaUDUFnzynmwuId2nOpEN86tulNT9dvtfm6pHVoSs/6OvyqB0ReS6N1jnpMjwR+cOPo3d55eQecz318TsMRiWbdW0cKOf7mCOGFlmkLKosTDopF+vzeBMTljwQ88zGqszGBqG+95CYZcjNa5ZtCJA5G+LonTm+tkU2DfnnXkFnM/TaLBG9J7A7I8zXcP8Y2Z2aVuZggK5N95B1Zcb0yQPI94zn1qRxOgJhmOHOl7R39tE8wy9rMwaLlvj0DVjV+FWNm6+J0yHhUx/FrZoEAAGZDvF3j4i3DnBHFygRvXmI5g5375yYizmyZSBOSmR4y4SRhzkiHn++MFWXwvoh8WACiwqltJ5nmkemJ6eGqJyNcQ/PkCJDj89wGKVCigJCMMX90znhYAd3sYTRkDAdGF8tYuXNnYmRxgV8OYBhgzs+hd1ddGLgGZyHWwfw8MxKU3kO1/ZwdSCGFXp9l3ZvQPbjnzYh580GqkTsD2o0g6oGPGgkSMTvjE3lY1lZFlUWlmWITZvwv/SKfc+d6zSTkuxkgW8xY326ILt3DquKcGcPzYTsjWNcE61fVTjYnxDKAlktacc5/vgMmtzKe1GI09JAIsHm/MWjIyOTX9vHNS2CVRXCeEC2qgm7EwOAJOI190+s3zca4l64b+ow641l9bMxsmnR0cgASUnL1Y1HSGhxaYJGHA8JOwPcZ15GbxwgpL2+bmyKxO4Ut1gTxtZ7pShtuoITpFbzJwcT2zdVg4iaMs/OGD7zgoFihgNzyFVtgwCWG9q2xb3yuvUGfWaqKW2gzT1ud2qVmC+8gjvYN8BJnsH+roHI6tYUUnZmZggEo5yESFyuAJtDBxi6sszQ1kqVXTZ385n3V7sSPnjlyq+0VPVvAIjIjoj8fmwCzZ8A3raT+9V1xh+Q9U2/9+uBBKfGuGAd0qqrwUvULVk8DVdkMjbj0E0onk5ww6H13ZwQk0iwRKzUsakJhekLSlTcG8fWLM8cYVYQ50vLvKIiZ0vrp50v8SfntJmBKXRa4CUj5KYk7wN4HP5sYdHyzT10b2LHua6Q1pTZXW4KIq6OZtzKwkblLFf410/ILiqyl+8hmxr/8MycUOYJRWYSV97jTpfEvYn1CMcjZDrBf+F1/GKD7EzJa3DeETOHfP5l5GIF6w3OZTiXGbDiw08hN6+ZAd3bwd08pP2aZ2k/dpu4v2OIvKbpJ3jH8RDGJeHZm3A4Q+8cWt/sfGE9uVVl6LpBTpgODKBwfE48u0DLAh3lyN6OlY8Pd437NTQVehZLKwWD6Vo2Af9wRfgNz1lZdn/HZsAdzgiDgoiSHS3wJwv09ftWHi0GtLf2iDtD4nRIHOa4dY0/OierAhzsoYe7tESyF+8ZZy8a7UHzHD05J+5PcMsaThfEGFG1/qFUAZpIDIH2mRvI3Ga+yXCIj2oz4AaFOYv7J9Y3BdOOHA2JBztUeaR+Yt8ChrpGvVBfG+MWG/y6QdpI89x1cEL73A1C7nBBjVOYZZZ197P+5jCbEHbHcLBjo6BOL6DwuE2D35mh07FlSkWB1MFANcPCpm/fPbY+ZgxGQs8cWmbIfI07uUDfeIir0kQKIlI1tL/541BkpmRTtf2EiPz+GVkTcU/fsckBu6bGEwdFQqmu4eTckJJpFp0bDW0KgYIc7FtLIKFttTbhdRMECAlZHa03n+cmOabbitt4b8wTH739ntqpL1pvkyP3Qcz2VPVcVf9Gog/8i6/4hkvrKpN7B+vFf/lq4sEk+H+eA4IUznogqT8n3gYyxlZNsbworMxh7zKNx0Qml8M9Q/OtN0QibhOQqiaMCnQ0IG7W+ONz00D0nuzenCwIcdPSjHNctSHevIW+eBfdnwDRRIdDoG1NrFdFadcr453tjm00z8XcRqNMRshnXkJuXae9vourI2EgeIVYZMS2pRgMkAY4nJo47sEOzpnqenzy0AjlbUBevY+rK+L1PbJNg9dIs1OSjUzDsb01I793RlzVxHGJGw3RGwe4LIfzNWFS0k4M4Sh5TnSKTErazOFeP0aO5/hGiSj61HXcz38BnYyIN/fg7hHy8AzvMuLuyEp/u2OjYBSm5xgEyyzV41ZJXxSFs3PT2DxfkS03hHFlyi9+RIwB//RtQyyuK2gAX+LrlnC4R8wy3P/yIjoampFbrE0/sw0wyIkfegK32CCTEcVrp1ai9Go8s/M5schxqAU/AYqTpU2ZXycOo3jaaxPYHeFVbJhqZj0+raIptmhEzub4ubeqwtmFzbHbmSA+J5YZfrExonI0ncV45zry4hs2Md7l+Is18uI92JkRx0Pc/VO0vE7wAm8cId7jP/0yOhri/TXLZK7twiBD2kggoOKRwx3cztRm27101xzXtV3U7+MvVui6Io5KZF3RDjKk9Gl+nfXiaGx0lQA6GRIdSKO45Rp99S7tR5/Ez8b4lVENqkOPe+UI3RkQq4YsKd7EnSHxfGkz54YmEeaPl+jdB7Rf+yHyU8tCWady7Wxi4tZomnQQrRLTlW6T4ECcL6yfp9iUjXWq1oQAIaCmWmlVHo2szpccvXHC4e03CzO9d0vhPaUHvJ2VuHEdSv4M+Jm3ATz5vsf5jisn9w5WTI7KACeyRft1AxLF1EbUpQyAaPJKTW1iyT4zJFfT2LiUZ+5Y9tcEtCyhzIl3jwh3DpLRU3RnSOsMAZcdJZUO74lebXJyWRi3bncM52tiVcP4Bvkm0h7ukTUR/5LNU9Pr+0Q1bhx7M2Sxobk1w00+jK+SmG6IuKyEqrVZaMUIPVmiWVLBUNNjxAm6N6EdZWRvzPFrAzq0hxO4tU/7+jE+G+COl5Y5jErjx7kM7syQu0dGwr22RxDFOWzUyekCd7akffom0gb8ek2YDWG5xm02uJGBNOqdIXptP0HPUxk2RBsYezKnvn2A5AOkMnX4WFXQ1vD6XbzLcCGikzHx9iEyHyN7UxgaMV28N9Hp8yV6ODaKQuqzSt0g2CgVd76hON+gzlsmsKktG6hNp1NDi1+Jcdoybxy10wt4cAJf9QxMBgbMqBpD6hUFcZChoynt09fIn39gtrKqrW/1cIE7uzCprt1dQ1kenyN1pPWKFJBdRHQ4hE1F1Ej91AHZRTTADg5tGuJ6iV+vbSBq6smFp28gVY0PwUqghzP8S/fR24fo/o5Norh9jTAojHt2a4+YCT6aDqVuKoPlZw6VBimG6MXaen03d+FoQZwMcJ97FchNfPrmPu7BqWWUQ1OICTd28a5AxBNDTTPKyc5XeOfQjz9LuD5N46ha9NqM7P6c6sM3oMzITleWcXkhCuSrhvrWDL8JJmmXsrP83oUJgCPozhi5+9BATXtT4ypu0sil3Rk6Hlkfuq7TxPQBsljCyJs4e9OYkpH3BrRJQhCiJs+nKtTr+v0xWJfWBzBL++vYmLS3XX5U1cca53Dl5B5zqSp3X3y4HciZQChaN4BHEpqQQVLzBxN1XaysRALE9dqEeLPMekzHZ8bxUcUd7EMcEmcTQ2VtKkP0FTaMtb61i1YN8akD9I1znIK/e0r7oZu4VWvyUc/aw44TwtkZ2f0z5Jk7BI02XPNghpOMWCo0hl5TNzIH21oJS3eGSYFDrByUOwOeCJYNlBmUHn++IrQV+XmOlANitNJRuH2AX2/QYU5LwK03uJMz3J2b+KMVbS6GpNM0kSAoTIeE2QipW2JWm8jE2ZI4yKme3iN/5dhmoS0rI6w7wdcJ9n16YYLSWYFOLfOV5RrF0J+uaXCnS2RvYv2tQYEuNnA6R7KccDiBvTHu+AIfPbLe0N7ZM7HqNlB84YENs/VGfJYEGydEsjdODNa/P8W3SqxbwrVdo1Wcr/APzo0Gsje197WRZm+Cy01uK46sZBbHA0I5pjhaQh3QSUn2yhFyMoe2JXP7hNxmlWlQ0xOdDtGH5yYqvd6QR6WdDsC3sDMm5B5pI75SwmyADnLcfdN21HxME1p8WSCrpifCh69/juz5I6OCHF/Aw2OrRDQtur+DNIF4MIZsAd6RVxFZmaFvd4b4Nx4QP/akKds4wc0muNUa9/m7xLwgr1pCGjMUc5cGmQYYOcLuCDlfw2xCNS4ozivCzRk6yWkGOa0X8tOK4nRDzLxRHJoGOZ2jewMLEIsMGQ/ITlaJd1iQna6MsqHWR9cnblj5et2gqrj52tC7k5EFqXlm/44W0Mp6Yz3GplM/yUytRkmao5nRbdrW+ohiztMMgCkYHD7x/mVx8IEFnjz20NTHXVc9ucdcIsKTH7tUWxd7SK1kqb1yglamtMFwYBDxgUGgqRv8bJrI4xFxqT9Xltb3urhABxnxMEHeiwynSigyZFVRfu4ueQv5Z18l7JSGfPQZ2ekaYsSfr3GrDTF3RAcc7hGeuUnIhfjMDYOcH52g6xXtzZkRhadpErmHdpgh5wvk5Xu4dUXWKq4JJi8V1WS7DmZGIt5EtKpwZ0vc3SPkfEHcnxCeucng9XOy5+/hyfClTROPd64RdgaEuRlt2oArBzSfuAMaCNWG7JdeQ5uG8MQB7UduEcZp8vWyNgWNN45seKqDeH0HwQSig8cM/XJFdFB/9CbhmRv4IGSvHFtU3jTI0Tnu3hk+2CDb9ukbtLS4lx+QvX5M+8w1msMRzUfu4FcN/mhBNt8Y+CcT4jCzPhDY/UqOXzc2obzdGZqg88Nz5HiObBriZo0u14RhTn1zSjPySNsSD6bUhyOCBOr9ofU/j85TnyxHouJXDfHWnk1TOF/iNgE3X0MbyFYNbr7BX6wsC7xYEPenSFHQ7I9prk1xCWUZRjnZ83eR8xXt3ph4OIFJCTf3CE8dGqfxwTFxYEaw3hkQDia013eIH34yzblTWgLttISH50kHNCOeX6BHpyY9tliZTrHDSu1lTrs7JMSIOpDJAB2UxFsHhNuH8MQNdJgTJ0MQZ7QEb6VUv2lNoSYEqAJSOBPwFoijnPbWLvVTe+QnS2QyJB5OcevaeoT3j2nqtZUrd4a2h04Tqfz8AoqMuGMBlVtXoMFI/mUG86UFrVVDnK+sCrNcGZVlUOKGQ1ySpOtmSUpmRH6cs5l3mTftT93SCP7uX/iR98xOvdWyKQTubf28h+uFr/ySR1dCW77tdZXJvYNVLWu4JNmjqBmTorAHoZsirWrE4ao2lGBIA1FDQAYDc4xta7Pc6hp3bR994RUbU7KqkLM5LoKOB+QxEc7XDeHGFDcoyU5X4DxhOiQOPJxeEFcrXBD8xQZfB5vhtjvBbVprKt8wLpL/X14kW6wIz90mZqaCkb9xZuoNafq0lDlBFVEPKjTXx7hNIDtfE49O4M5N2J2iVUV4+oZJRJUGVgnXd4ziIJh48u6UeDC1oZjX94ilJztbo87jjpbonZtk641d101F/urGwCaDAT4vCamsFPdGpmKBoSTldEG4NqV99jr5oobn3zARiuMNMQbagxJmB5SvX0A5wIWAVAFt1lC3ZIj1tRRiDORfeICrzAG5xnQsFRBxODzteEhT1fi7C9qwwZ9Fy4RV8adz6o/eJh6dk21qCDZLTUYjKAfo2QJOWtyipvnEE/iLDZQZ+fP3CQHi6QLXNLTP3kLU4S4WaSTTAF1W6Mij4wLuXLPM6WyONg3t3hgdDPGqSJo7SNNY1risaZdLfN0Sb+2jw4x26ik/fR+qDX42Q4PivaEq8y88JByaOo5KTnayNFpFGwnXdqAwfli8MTWUaIT8fGmT4luhGQ1oPnqb7GRtMmGlN83Vmzvkb5zRzgJ+VZMv1oSdoanMqNLuTZBVa+XvcYlcLMlen9Pc2SdOB7i7Z+jhjChKlID4HH+8hMWKdrmCw1uGWCUhnoeFgXXOF0YKn47QvREy3xBjRF57gFzbIeyOjYvpc1wTCN5b//rBqfH3nBDPLnCTifXOm9ZSg8wTRY1wn3lcN75nvUEyj/MmRqDd0DngE9/8sffSTL3l+qD15Hhnsl3fDfyjt/viKyf3mKtOM7G2As1qBF6fJSSlpnJSi0huXLqqtodivcHlmUXAAOu1wZQ3GwBDE966gUbwbYsuNwYeGRY0XvGzsZFWQ0AzT3bvjOpDN3BHF2TnhhjkiZu0s4JsFfGbQAgVcW9EOyksOpUM//x9XIT26RsokF1U+NdPcLlx6eJ0QHSQLxp0WhDGJbJuIdp36LpFn3vCIvejC3xUsgvTb6wzRYsMuWhgz8b1xMTP8quGiOIvNmSqhHFhI3mcQ9oWNzdoukQMaTkZ4x8cEw5maDGgfvYacTZEHLijFe7sHM5XZOsK2ZsSp6VNFwjB6BW5Jz/dJJCHIOos03pwjpeMWNXEa7vIYEBbrdDhlMzn6GdfNCWNUnCbDfG5J5CX3sCdKu7FV5E8I9zaQyZjwr2HxL0xbt3STkrkdEl9c0ZxvEJUaa7P0NzjNy3N3oDBi0forqE4/RtnOIa0z1zHzzdQVVS/8aP4ZY07Xti8vKKwMuzpBfHGPpFIfrogFJ54cx9/dIE6R5iOkWVl0w9EcMMceXhOe3ufsDdGz5ZQbYjTgvy1Mys9PnUb99kXrcQ2GsLJKWF/Qv7akQ1NzTKbQ3cBYbewLIbUM11H8qMNVYlpXIYleriLiw1hVeMXtQV3J/eQJ28QcxMZyNetKfbvjojjAr3YkG0a8pCZg5iOUMQoH0VBdBG/aY0mcbokzIbI/gRWDTIaWqCQpg9kv/g68UNPEnKHz6bE+QpEkcUaN8vQ84qoSjYco8NoQ1SvHdiEjzSbz71xZILpToyPiVUvyDwUY/TswvrvIeAmU2J7jityU0bphr96b337NDBZrUbKJ37zR997g3V56QeyXPkNIvLtvH3i9y42S/Rtrysn95jr4avH3H/pQcrirNauIYLTfp6cy7yRSUOwl0zHNiAyy03Oqw02v6ooIFSGsByPiJuNgRlae0BiDOhmRRxfQ5YVcb4woMTFAiYj6hs7FPOGMBkhjVI9NSP7zOt4dWhb0eaQ1YFwviR74S71h26iM4cfFlQ3puT3TnEI3mWEgylSR0LukIdn5OMx0TmkiggVzd4At4lklYnzxsUKt/HIpoEbB+a4Q4tULdmixi0byFsiASZDnHhoaoIH9/pdtCxonvowWRC0ENgE6htjipeOcQeHNLf2jJ8F+IuNjbwRh180RIeVi3Z3icMR6mDzVdcpT2q0agkHU4qXj9BhSSxzogcZ5LAMpoKCUu8UuMkeftmgA/CbFp3lBBRfZujFHH99H/3QUzDI4NYh+vAMmsYUTW7sk73ygOap6yandr4iXJ+ZuHMIxIsKd+8Ebu2S3T2l3R2RHS8JAhKV4sVjU4kpctxibX3asqB85YTmzh66qRHxNAdjQuFxozsU8xa9NyeEmrA3ozhfp4GhNYRAszPA7T6JO1mgbYubzojTHI2CzsYUv/gi9XREFsT4XvM18dYB/myF7s1obz4FElh/8gmKn/q8ja55/lU42LeJGSEQS0f+8gPipjLJtBgNjHHrGpoJTnNcFYmxxa036M19A53EgLuxT/AZ4SzincctG5qbU+LDCzwOFwtCmZk+pzhCrClePSZe2zMnNCzIAoQX7uEOdhJlpMSvNsjpHNnZtb7TpIBNm0BOWBfhbG57vCyIQ8VlzlSIommMSjuwSR15TpyOLQCtKuOuNsGUdjZLoxSEFr1YQVnaZI803sn5zMAzquhiYb36JO4sAsuLFePZ6H2wWrY+oD2535F+Hmfp47z4ysk95rrz4ZuQ5mqBKSAoIIPS5p7FSEz9pm5QqqQgJS4WaFPgRyOiCNpas9/kTxS9dYC2AT9fmwpHmyFlQXac+GO+ILoAZUGo1oTZDGkcQWscyuCFU7QoTblhMrDhp7kHUdpnb+KKEjnfEPZHZAsDQLTXJ8RFg4xK6rwyA1MWxPNz4u1ruDrgmkh53iCVCQLroDBV/uduwyBDNxGtNmRvHCNPHFDf2SM7u4/3A2Q0IGaOEAOuFfT2Dk19E9cKg1+6mxB915AK8uNzZGdKjJHspYcGQoiKOvB3TwAxntSgTFOrA83tXQM//MKr+FVN/YknyB4ujXS+2OCGJTFG4smFweFv7uOWNflF0vPUiJzOiYVHUer9gvL2NXRnaDSPB+dwf40fjghPXseNx2SqNG0kTIZkx0toHc1kRP7Zu4TS4YPJQ4Wnb9g+WVfEZ/bJH25oCrFzGZTUTya1lb0BcXCNOMoZfu4IVhs2X3uHwQvHZJtA2B/j7p0TvCKjAjle92ob8fSU8Nxt8ijI2Yb2zgxdZ2SnNRwfkbtDokb8fG0QeG/k/2zZoDHQPrEPk5ER02ND/soRcrgDT1y3sUvzhnaSo7MSzRxcrIhlbrJipxfETz1HzAuyeYVerCxrfTgnHMyIt4b4h+e0o5J2nFs583CAn3ry1+egQjhdIm1Elhv0+h6xtpJ1cbIhLpdwuEdcLAh7A9xiBXlOITnu3gWrj1+HvZLBw3MbPDsZ4HxGWFbo+YLs4RwGNc55wsDT3pqRfe4uTtWG1J5cQFGY6PRyjexMDCF5fGYT6cvSCN6NqbZIUaCnZ0b1CSVxsTLJvo5LkH5iGhKsIRgtIpUtv/AvXuRrv+2r3xe71a0PoJP7oTeP0vlyK4n1/7XH+YIrJ/dOVhdHONfL9uhmYzBiEdxwSHStJXttA9FkvBgN0ZMzQkwE6/nCiKmjAXG5RF56AxmPU6mEnkyr+1MYz4gXS2TT0u6MkAcnuKjk52tctUJvX7c5acOSZreEkyXxuX0Gv3RspNYHZ8j9M3RngnOpr/LkIbFw5LSE0BjiLkYaJ5RnC+qdHKky3PkCKQy1xv6E6BWd3ULE4atAnJagLc2Th4RxCZsav9wg+YDQtmQnFXFU0A4y3LJBbx7AG8em6LE2XmEolOo33CZ/44xyvkF9RnN7j3pc4l98gIRAnAxx945hbwYHu4SZNyd8doFPsHF3PEdwhIMpDHI8Qv5wgZ5cwHBAezilfnKP4atz5MEpzXM38S/fx5cFbVUxflnZ3Nkle3AKRUF7Y4ZblcTziiACuSOLQvHSQ+KopL2xQ7YJlOcVFDl+Vdkg3NsHtLd3KP/ZZ5Cbh7hla1mbz4hTA/TISgluQ35e0dCgowHtsMQ/PLdsfHdMu6rJ7y9gWeE3DWFUwP6MLB8QXUV46ppplv78C4QP3cYta8u2Z2OT3ooB//CUOJrQPnmAtoprodoboKUne/XEBqzGFtShH34Cv6xgOqJ5Yo/sZEO4PoEQ8JvGJK8OHNQ2lT27P7f+XRNtgoEq0UVYrglP7NIWeybkPbQZf4M3FuY01xtEhuQnlVUnqop4dIYfDeHkjPXtfTw1eYjGt/zsq/jpjM2tCdVHD/D3LvDPP0CqDdUz1yjWEc2EoC0uBvImWoA3HaKb1jh2C+uB6vGFoVcBd+MAPT5HFiv0Ym7zHEMwas1oCBuTh5NcjEKQeStXIiawHmxSuJRFLwbhRIwo7r3pmiaD8X47OOUDSfR+rJ6cqp6JyM995Vdu1xW68h2srDTyt+3dtGlcggxjyDCXedygRMYjQ9+1Rvx2k7HNmhqPcDszk0uaTGwGlqpF2+Oh9QJ8hmQ57pWHSBOpnr1Gc2NGzASu7ZO9cUYIFe3ekLZaEpcrwnJNFNDdMYNfeJ126JBPv2Sq9UVG2JsQhxncP8WdrZE60I487eEIopLPG+IwQ4cDsnmLiNA+uWcUgvMzuHuEC6BlRtwpkNUGdYo8OMUFwYmjWCvx1gHrJ6aE61OaaYGbryheuo8/mZMtGjJf4sYjmltTfBsRhPJ4TTYc28yy3OPvX1iv88Ye8cnrhmrcm6KzEa5uLJMZeLRpCftj2tu7iDhC6XFBbe5YVFPLUIXRAMHjGmgGGfXHnrCy6fUp1d4Id/8Msoy8BllU5CcrinvnZKsW572phqw3hLv3iYslYXeEAk0B9dhbZrBYEjOHe+U+xc+9SHjmJjoZk8036NEpPgr1J5+A87kBZ7LCZN58hl83+OdfgwdnND4SNMDRKXKxhBgJucl7xUyQTYMbDvCFoTL16VuIx7Kiykq/1bURPirLb/kQza0RcVoSJwXNMCcWziZIiMO9cYRrTNSg9i3t7hCtatyxfW/x+hnZssEtalwVrJc5Lgh7Q9MFHQ0IuyOa2YC2EDQv8EFxR3OkzNAYLAiJEEa5lbKv7YF3NDtD2oMZ1XPXiXtTJMsITx4iuaf+6HXa2QC80Hzts6w/fp0wHRqC+WBK3BnZwGABTs5Rcbi8oCkz6hs7hCcOCXcOTNnm7Bz3xgl+VROfuQU3duFDTxDVUJ84gUFpvMjrB9YLFZDTMxMHb1vL6tLcSFcWpl6UGxWIjhuXpmRYpUfs9Wn95T/zV99DK/XWq+PsfaWf93DtvoP3PNac0Csn9w7W131Hisg0Js6MN0J4nhuE2Dl7EKMp1NtMtoSyzDNckdvctBjR+RIdZuYzQ1KHP70wWaJBYZF6nsFr98nONzYpYDoyMdiTC1hucBcV5ZENk8zmS/LXz0Ai3DvCrVrajz9Je21GeO4m0gTk6Ayu7Zoz1kRuzz3ULVVc4Ruh/sh1FCX79MsMf/F1YtPw/2fvv2J0y9L0TOxZZvvfhz/epC/vutlNdpNsGmkEjQCNyKFuJA0EgRQFCNDFDIe61I1GHAoQoAtpRN0I0BXdQIAgM0M2hyI5NN1dpquysirN8SZO2N9uv4wu1n9OVVdX91QWuitzpPyAqMoT8ZuIc2Lvtdb3ve/zagOyd4hnZ6jzEnX/HPAIL9BJhhjmwfbQO8xOQfbgHP3oLCQ4ezBtjV2uwhzPmJAo7iTCQTfW2CJGPjnF7RTYVCOqBjuI8FphhnGQqx/McNMBblMiVzUAbpjiswS96pBRjBY6CDd6F1KuI429fYS9uYd8fkG06UIQQCQR6xoxGkMUYb94l/7GDv0swdzex08GmHERDMTrMtxIB+G9/HSAsgHKLTuHenJJ9fYB5spOWFiTCFFk9Hs5reyCQdgZ6oMUfbIKwO3zCzB9mHPpBHcwRuzMArzaC+JlixqNcAdTzDgLlovFGhFF9MOQm+fKDaq1+GGOnQ2DoDMLpwrZWbpMIzpHfFKRHm/QVtIfFSAV0Ys1/bUdTKrwlytkZVDP5shNjdp06DxHWIuqenxZId9/iMfhZgVmoANPsqxwLy6QT85x1gabifd4LRFljZOebj/8e0aXFS5R2HFKGzuaK0Ps3gAbAdu0gzb1dHmwEsiLGvnBY1TriOZ1+PeVkvj5CtUY7DDCT4YoK7A7I6KTBb6uyI7XJA/P8JEkenQegMpHO+iLNaLu0E8vkJcbxMVqm/dIgAHkGeJ8gX/8HH98CmeXQR15dgmLNa5pcE0TbAhtF7xwatuO3MKZA97PvhKgvfTZAex8grQT2Ha4vfyZPn6B9fWP+4QfTyz4WeqzduXPUdO98fYAF7KjxBbdg1QhcDRNcG2L6NpADhkUAHgRSOy+acKF1QYSPvN1eOGDna3dwGHzFGksou5gOtrigkCezyGTqHlFf20PXRuUiugPhsizS+ysQChN+nSNuHaIGSXYSY5etYi6ww5iultHyEVDtOpwWYQ+W2FVmHeZgwOy4wq3blHHc4SU9DsDzF4ebup5EmY5O3mwJSQRyXmN35qtVd3Q3Zih1i0IgS0SlFAoHVH/6huoVYuuwJ2uUFKjeofLdWj1PbjEzoaIcY4vG2ycITYtPtEhkWCQIDcd4myBUwKRJ6T3znGmp797iG5XULZYHEJ6iBVWOKJOouYr2mmGuDoN5uWLEn2+on/9Ci4SiFTSTRL0WYU6q4kuNvhRgT6rsOMMM07DwiwlajKG+Qo/6BHeoS/XdMMYALMXxA1kKeJiRdwr2hu7cFoFmblx4WfpwQ8T5KbFjrOQ2vBkHQQhk0lI295UqNbgI4X0IuSrna1xWYJIBK6s6b5+h/ijc4hTVG2wowz77BlRWQXwNOArE0Jx60BiURZk2QbKTW9RUYKwHQ6Pe+smwhisDBYLkef0maXfTYM1wfYIlaBfbFDnS9pZgpqv8I1B9VOEjugmEnM4QnUe1TlEXeMk2FQRr3qc95hEYWJJdFFC74iXhn6SYGcZ0VlNtG7wRUTzhWuoKEUtKmwSaCUm12AafFGgxhO6LKI/yEMSxoMTxKIORvFl2AT5Yb41d4cZt7MO+ewE0Tvk4gJ36wpSBJA6kyEyjnGX82AJMg6aKqhPfSDk2LIK12tv8F2H3HZevHk5nwOkCgD0V7mpHiU/+TPFL/iU9rPU14QQ/0fgb3nvH/5xvMEn/7f+X7N68fCU/+z/8v/50VxOyCAvljL44qQM84beBJp8krw60Qm/bWlsFV04D5LQkoyi8HI6wk2G+DtH2K+8FlKNpUTGccBrGRPEDpNA1zCznP5giJ0k9NdmUNZEJ8tww4oVPtZEG4NLFKLuMMoiz0p8LOinGckHJ+hHZ8TvH6OfnAf5emeRTU/35iH9nUN8GhM/WeIVdLsFZpQE9Z7zSOtoxuHid9Oc5soYWXUhXTuNcUlEmziqnYh4Y3GzQTBGv3WDdj/kqNlhEiDTztKNI0zbYCcZqnfElzXRuid7tMbsDcLJM41xdw7xeYLNIlyRBCFFHmOng9AGm2W04zgkIDw5hkijeo9qLXK+DjaAWMLFAnm6JP72fbIfnIbE6UzT3dwJtP5REfLnBinqZIXebEM0Adf32P0hPtIklzXJZY9qDKp1wd9WNfiuJ753hhkk+ChCzRuy+xdYDfKDpyFyp/WBxqEU7nJOHzv6/QIhVQibFeDrms2vvYZXAmKJvbaLWrVk33+BuTLBa4mqLXrVoYpBgIZHEt93pM83hMgljxKS5PECmWe0tyZBKDEpMAcT5IszfNkgFxX6bImQAusdUmnyJyW6tphpTvTkApTADTPSeYfKhshigLxcY7bsSX26QS4r5MUKIQTJqic6WeG67hUIQHiHPl+jz1fYpsEkkviDU6LS0h9Ngr1GCrxwIRBVK7w1uGlO/mBOcrym3x+gyp74uAqt42tT7KTAHk7gYBYk/FphkkDscX0fuiV5Fhbzg2lISX9+hh8Pt4G+y/BvV5aQJxBvw3wXy0BXSaKgKLUhccRtSl5mRHrBqw7Py44OwHBnwF/89/7ML/Re9fvrUwlovgv8HeCuEOK/9zI49Y+yPlvkPmbNjqYUkyzM4ARbSrnH9+ZVlqp3LtwIhUQmSfDPWBtk2FIiRoMw2J6Mws7duTCorlr85RyFRHgBmxa3PwlGaO8R959DnoesMxMG3m5vhHCCaNUTP1siVzXe9NhBhCrbMORfrnE67N6JNYxS8n/xAcw32IMJ/sYhMs1AKdJ5j1UOE8swFzSe6KLCDWJ0aYgvKszeAJFn2EGCrAzaEm6SZYuUElc1+PMlwgviJ2fEz+YwLhDWEy3aYGj24BKNTSTRkwuEcfhhgUQg2x69bMLNIo7xEtr9DKo2oLK27SJbaDaf26U7DAQZmypcXaMfHKMfnxOtWuInc9z+FBnFyLJDLSscYJ1Dd5540RC1IUdNVh3xvEVFCW4UTO3O+WAqjwUoGRa2yzku0eFEUTa4QYovUpBBiMN2V+/2JttUdh08b09e4FKJGW3naG/cwiUqiJOEQKUZwnqkcSQ/eIE4X6CSlHa/oLu5h151sDulnw2IzssAEdiZBJh3t00iKFu8VigvEZ3FG4eTHqyhyyVYR58KxKpGrTrMJICMhfOsf+MNlLHIusfkCbat6I+CEMrGCrs3JrqoaK5OEFJiZjnl567QXh8H07ezRF6jbcg21K1Hrztk68LvfZ7hcTRHBW6Skc57mIzoXzvCTrPgN92Z4Fcr3GaDEwJdWpIHc0RjiFYd0oBetJhIBiGJlIiqITnfIBabAB0v0jDb9i7E5LQN8sUC2RrkqgLvsAdT7GQQhGLrMiTiGBv+Tq/shuu7rAEZrt0sRVw7wncdfrHNXgTkIMzWRRyFGbAQoMMM2HeBsoN3rC82r57zSdanbSbnvX/gvf+29/43tykD3/nJxwghRkKIWz/ve3zWrvyYFScRb/3y63zzP/9u2L3ZsGsPJbZqYo8octx6jSiKoL6ajMMved+HCzNNAgLJdAhnEY3AC3BSwNkFUkvc2QXsT5FRgjAWPRgFk6yUuLJCxgnRi004wYxj7GAXucqxAmRrqK8NkOdlwDxNYuJMkywNrt9gr+6QrlrEMKY+zIlSSdQLuhR8PkDMKwSS9iCjzyV2lOC9J3m+IvleRdQHzJW9Mg2S/8aEKJWux949IH6ywOQRwhfYSUZ8vAoWhM6G3LiLBebNA9pEkH1gcHmEq3q0FciLTVBpLtbYKwf0+zk212SXCi8c7tkJXJsFtNWyIz4pA19zViABuzuGZBsxNBmge0eXaXyWIHqL7VoiI+huTtCrFooELx123dC8OUO9WOOrnq4Q4B3uygwvoXv9gGTjkDtTmonGTjKQgujBSWgvJxFGQT/NkF6EXLu6ByPROuDJqFv0iwW0Lf7WVaLW4RdrVJvis4j2natb7qgKp+pIk501GNcHsssoIZqXAeemFfLZBd2be8h1j8si2PQBOBBHwW8ZhVibfn8ASiOP5zDNkI1BGpAevBS0uynCK5prQ6J1TjSvUKsaHpwHpNx4iKw6KGvU6QKilPi0Rniobo/w6zWq89idiHQV/JR2C9sWz8+xb13DLSrMKEEoicNjYoEbpKiqg1VFXCWgJW6QIYqM+LLG5BHV2yPo+hDDA6Q/PAHn6a6OEVWLOllsw1Uvg8ikSGHZ4LTHHkxxWNRgiK8N9nAGRch6jHsbxgDDQQBUu9Di5nKFKDIo8lczNb/ehDbmoMCvS+QoxF85Y5Fb4RAibGb9yw3tyyBVAf+z/93/AB19srfbT6NPTgjxH/Cjudwl8Pe99/9k+7UvEwDOt4FvCyHGhLbmx2JdfrbI/Rz1nX/y7qv035e8ypd2AplEgUcpBU7pgPNKEvxyFTw4RQZlha8IZtLxDH9+GaTL3sNihchT6Hv8ZIAf5rgkwvcG7wxeOuTxBW53BF7SpxI/Tok+OiZuQuq3UxJzOCb57nOk93DjkPTpCoxDVi1y02DGGXY8CEGevcMnEXXhSR5cYvYGmGGA2iZ1TXcwgFTR76b4WGIjUC8a1KbBLStkrLE7A+gN0bMLvFa0+zlmNyP9YUd8uqE/mmCujdGnJVYa+r0J8fMNutDILENfVMSNwz54Er7PLKW/fUj0bA5DDZmm28kQxhLLGyTnNdZZoMNkEhXlIQEAaN8+CkrF8wqpBcIJbByStvurE3AOc7JAbCrEpqUfxCH+ZTaGTUd7fYi00EvQFzXpD56F2JnFGjcdI+uGqBNEP3hKd20WWspthx3ldNOMuHKYVOFiSdwKaC24MmxKFjV+nNOOp6TrDpslqMO9MLNKBNIr4u88wWSabpYTdS0iypAqQh4HI7voLHQ99ReukRyXxEsT0gWO53QHGbbuYJLQXR0x+N1jTCIxu8H6IZ636FJj05BgrmSCjxT5wmDWa9wwC9DoQZgJ63lJd6CRxgQCSN+F9vlqhS8r7CwhPt7gru7ihCBa97QTjapC8rdHYnNJHwviYRrEPk3ILLSpBLndFOQHqNLS5gHLJTpHryS+rrAqgWmKmof5bHNnl/isDDE90wx3ZUy0bIJQaH9IfryhenM/MDCXJrRtO4eoKhhkULYBPp3EYA0uT4PSdbUJIhXAL1YBqL47QVRN6NhEUfDYFS4wXLcLmlcKZzqkFEFoZgJvU+htu9XD/+F/8X/lv/PX/y2UVn/gfeWPvfyn4jD5e8p7/7eFEP8JYXF7lS4ghLgNfJPgo/vrP/b5/40Q4t/x3v+nP+t7fLbI/Rxle8sr64AP/yn0y4RwEVKO2+2OzqpXGXMiCjt051vE4X4gl3gHu5PwCxgnIY1agWx6WFXYOEI0cZCHe4moLD5PQ3jnpkbs5HRxRtxb7DC0zLCG7tqEvOqxNogwtIswI4FvetgbBXWcFqAj6Cyy6kOygLXYYYIbaFxr0JcGvWzp8gQ1L4nOG9ytGd1BBLsZ/UAhRbipxReW9s4e0gq0lYjLhvrGAH/R42OFLE1gco4yROvwfU18EWFTBVrTKw83DjCxRMYprlCYqiV9tKDzAhcFw7aNZeAmPjpHryq6b9xFXG6QdUNfaGRjiBeGPleouqdPBCINpno7SrGxQD+9CAIORxDNjMeIizVkMcqLcNpYVygREiVUZ8Ipu2vpdobYnRwtPH6cY/ct/Wv7xO8+ITmfByB2LMieLJHnSzwOczil+qVrpI9XeBWEOMhwQjBpTFSDi5OAPtufINsuLG5lifctbhhh90LLN57XUEH8/afINMPVDQpJP0owuUY5h080qvWYa3vIRUn0fIkZJ/RXdjCjHNoOfbxA+gi7P6KzFfGDS+z1fYSStJFD7Q3R1pKcN7S7MpBx9iehJbc+wR/uoDoPvsMvG7qb0/DvONH0I03xpIKyIjo+RSwq3I09opMSNxuGGeS6DTmBkcclkt5ZBAKbSOKnc5prAwbfeY6swu+U2xvRKENWG+o7M+gNbhAT2RH+osJdn5G995T+yhQ1r4juv8DeOkQZiah75DpAlmWcQOvw83k4vaV72+ioCF/VAa4eh5gseToPbcetpYAotCW9CfM48TIste/DvHG70QpyYrsd3Yf/ff+b93nnl1//Bd+tflQesJ+yZHAhxP+EcDr7ScXkXwPu//gCB+C9/5tbocpni9wfZ413hiwvtopIKYJoAgAfcsRUuBnjfbAWvEwM936r0FP4ZyehBTMZBSVYpPFNEyT+WxQQxqCWJdKssdMBonM41+CGWTCeJhq1aEibCzi9RO/NMFphBxGi6di8MWP47hl1ERN3FpXGmHEUzOKxQi0bvHGIyqCWDWYyo98bQBzAu+rpBebGHghJctkSXVrawxG2UKiFCf4368geLyHWIUuuh/rGkPy0hdaRbCwiCb4rXfV4Y4iWNdFxg4si0A5FTD1L8DpDP19hRzFZCc4QWp0bQ3xe0hQCdR4M9H6SI0c5cjREVxZ0hBV98HsJC30XfHVRhNg0xK3HZ3HgZlqHuXsVZYJSrrs9w9Q90RMbhEBVi1rX2J0c2cmgmAREncO6wrUNci1hd0pyUSI3Laa1oGJEHhG9WKGbAVIpups7mGFE8tE5YjcJmxAvQjDohw8RswIzO8BHDv3oHJ/HuLJCIfCdxY5zup0cN06Q6xrZWfzlEs4XiL0p3hjMwZio7NCdw/cBNGwmKaJs6YuY7FlLfzRBOrBJRPqD50gh8U0HscOfzvEDjZ3m0DT4VUl8DO3nrxFveog0urWouiUqGxa/ch1RTYnXHaQx5a1RCH91Hn+xJHIDvN4SfQSYd24FfNuqR12U1KMMU+TIyiG8J/vmI1weoeMMk4V5rd3NKf6LH9C9cx3dgb5c4a2HOMzAVZMipKLRCrOrwO0izzbYgynRpsf2oVXqrSFaW7qjMVYL4nmNW5XIbTq4mI4DYm88gpMzxHbxknkGWYrr+gBs0Ap3egFpEmgmxoRr3m5TEl5uZKUMgjNBmNNvfbMAbdn8wu9Vv7c+lWbw6R9gCfhLwN//A56z/Dhv8Ola1v9rUN57xvshFy6kf2uQEme3OC+5NYC+NImqrWeuafBCBFRR1+PXZcic0xrhRfBb+e1Ub5RjY4W4doTwAucJ4pTFEpFnuIMJ7Ixx+xPEeEDUg7+6T3NzBkVEsuwQm4bopKQdxpjDAn26pJ9E2IFGXVRhyB5H2HG6XVjDzd2OE9QHJyQ/PIW9MeggsDA7Ge1Bjo+3Noi+R9UGVVt8pGjinvoopToIOK3Od3hj0Z0IcnsFbpTR74+org9pr05DS3eUITcdyW/fR686/DDBTTPaXGCybfjsxZx+lmOnOSpKiFYtHo8ZpTgpUA5E02GOJrA7wY5TvJLI40t6ZwLhJdaBJ4gPApEtEcPuDshOW7IfBlVfdP+E6GyDTSMwlm4vRVU91jloe/SqQQeqNPJyg1QRdpgRP5ujtokGdpjC+TwAnq0nvzdHLyvSsx7ZbjP/hMe+fRN3ZR8/KDB7A5wLSlpx/QBzfR8pFfJ0EZLLPWS/84i48iEP743bMBni8iCysNMBvmvpd1NcpokXHdHKIIzDRRJ9skC9/5jo6SWqMXSzAWI0wOwNqL9+BWk9TEbodYdKgqCleNHSX5tQ357gYx1k/9f3UJUJoaK9wUtBen9JtjAkFy10PclFTfqiQiQJ/Syjuj3CZAqXx3R3D3HjHF059NNzbG+QdY/TkmasQQWrhHeO5pdfJ543SAudMFgt8aYH58KJUHikcyRPN8TfvEeMRqxr2ps79HsFDAskGrsVPWkvsLOQJhC6Ftu8xizClyVCh40LUSACvWRZijgKJ7k8g7YL13Xfb61APgh3kjh0cyCc7LaG8JdEJIDf+n99+xd7s/op9WP0sT/04xf5Lf3kJ7aztzvAP/pZn/OH1WcnuY9Zbd3x9P3nr8yeXghkEofWZBIMu77tkHkerAXebwHMRVhYjMUXYUcvxyPs2VnIkhsNAQEnF7DchMy2swv8IEfECa5r0KMhvjVEx6sw77iYh5txkkIxwKcRZkcjVE1kFep8EyT0xxu6YUT03Sd01ye4vRFeh4UZC7IYYE+fIZ83dF+7QXYWYoL6URYiZjpHlznS3mCLDNmHn8lmEbK1wb+USbxQaA++q1DrBpUWIAViOkatN7iBwg8S0qcLlIhwgxy8x+Qa8cMFcr6D7kI7UlkJixoVpYhhQbzsESIO3rdWkJw1tNfG9Psp6nyFjGKiVYcqDWac0Ozn2NffJj5v8N+6h797FXN1ik3C3MSNsrBgG0/xnefYgzHahEWJuqe5FUJPk2drvIA+97TXdkhWU9hU6MtNkJVrhWiBusMridg0qHuP8bevUd4eEi1MON3kGXpZw6ai381Q5y3sTog+fI48XWDuHtD88l2KD+cYLWCY4Z6cIjc16bvPsTjc3gjKkvKrV8iOa4RxyLpHXq4RWYZQEdnvPsVLgbACipTk6QrpZOApLkvcl27Rni0x2iKqDX5nn/S9swAQmE1wWRxUiHVPP0sRCKLLCtVBdzBCtBbVu7CADTSyCRuTbhQRPTgnevQCtzehf/0IISX1Tk7yeA4PTum+cgfVeXQdYADtl2/hIqh+6WaItemhV5LkvCFGYZzBa0V/UFB/bY/Rbz1HJBotErhYImmIukkwZ1/bxWNBQfzhMf3do0Bw2UmQTgUjvROBN3m4FxahNEJ1Bt8DO2Mwg7AoFRm0BiBcZ2WNSLep74Mct1oHv50x0ASuJS8ZtNZu/98h9BbrFTjuvPOrn3zUzqfQJ7f7Uz737wL+pQDlx2u7AH6sH+KzRe5jVponv3en4yyuDSIUL0xQU0kRjN5SBlOoMfjNBlvkqJ1pONlFGlabkDuVJvhBBhcLxNVDWG+QbY+zDlHVcLnEfvkuHF+i+yB0sWWF6rc360kWLloTbgq+6cLFlyX004juaIDocpKzFr+bgfekpx1eePQiGNO76QCfx4zeXeCFpzlMcVgGH5yz+KUj4ioIVOS6x0iHjQWi60mfl1RXB1ugmcJ5h8sTshcVza4KcGppkVKjK0t9QyOrnDYSwQBe9phhyuDZXjB664j0o4vQ7jkYgHP0owSfgFw1CB0jZgl9LIlP1vSJxOyPiE83qHkPiw3RIsYPI1w2DbORG4e4cYbeGHzrwiwTia4cpJr21k5YAJSGKwOSZ0uiZ8tA5rgyRG064osN+sMF5s4eMkpwug+bmJMzRBLjL+ZI4/G3j/Bv38YtNwgHunUwHgbyCAK51OhNE07yJ3NcniM2FcnSEG0sxBFumKDnG+RsihmHkNH+6hS1KBF1x+BfP8LtTnCzAtU5lLf4tqc/GJI8WUDvcDujIJVvy3CaGaRwMEEtO+xogD3IiVvCXGlTI4wNpP4b+7iLZQBHx4p41WE3Fe2NaaCYbE8uZhKwdsIY3DgNAa+PXtB/5fUg9NAS4QRqY1DzEoYFplDYxKPnPdG6Q80sNg/iDJMqNGGW2Owl2FgzePcYl8V005T4yTrYPPICnl7QvLaLuFyG6yRNcLcC7FrUQ+JVoI80Oznpe89w0xFmb0g/ThGuR1sfZrHddo6WpWEOt64DZq/tA72o6wOcoW2D77BuoN3O3pVCSonXOpj2ZxN83WxFJy74Zf32FLe9X4Qcyk+uwintU7fI/SMhxH/kvf9fAggh/hwB2/U3/oDH/03gf/1x3uCzRe5jVlt3XHvjiCc/fPZqHhdUIw4MYbGJouCtgRA+qlRICB+FNqd3wKgIRAmloe9CSGNVhUUSGbw2QxmAzcs1+t5xYDjWHeJigZqNYSRxowQ7jZGtJfreQ1wS48YFatVSH4Udtm4c+nSDaw2yS/HC4zclLo9xCrr9nPg7j3CzAavXgoFWOUl82SKEZPSvntB8/QbdcoXZ2yP75mPUwYx42VG+tYvPFNGzEhFHxJcN/Simn+bYcYw4XSInw5A1N4zIPlwQueD7M90GP0ywI4m5MqWbJbhYkX3rMSJLsGmKa3rsjSnOGvqjAaPfOkH3Bq7OaNOt2db4bZTNBpzHjBP80QTfNoFmcnJJ84U9ig+WZIsGuzemHMb0Y4hKS/pwgbmxgzpbo3tP/fYB3Swhfl4i1jV2mmMySfz4AozBRRFyMsAkItg/ZIJLI5rDDCsFg7MO8hS5brCdIWkMZpRjk8DV1I0NkIC6xb15HVfXyE2DGBeUuxHR+YbqzojB4wa5NFSFIP/tj+g+f51o3uIiRXzvBcs7r2N1Quws7UAQf/QUlw7DhssZ0DoYoKse3TussYiywfWKbNGge3Cdpz2YsP6V6wy/v8BOEpQaY4swV6LtYTwIvsGq3y5YOV4p+lzirEadbahfGyO+9hpulAbO6TbzL6osetnQvXON9GlQL8pNh3AgNz359x7Rv3ON+OkSsghxfwla0r91wPxPXiG+6LCFRM096rLEKoWVDjOOQRRktUY+uqA5KhB5Svoo+CLFvWdELy7wezN055Av1rR3dxE+BxmQZAhHdP8Elyfw9AUUBUwKxGUZ2pVJHIJnD/ZCa7Ltgl0oiYOZXQf1tJfBSxeM7vYV6k8IsYWthx7gjbePPqnb1qv6tM3kvPe/KYSYCCE+AmaELcF/6L3/3758jBDiK8BfIczpAH6bz4Qnf3xlOsOTHz4PO2CCxyjIKwmGbSW3Cx9bUGv4BRfGBt5imgQj9MMz5O4OxEDdIdqAAGNT47UKbNciDzzAJEE0Dawb3Pkl9nCG8B7RdejjiujeKf7uNdzNA+S8prsywaZVABJnCnneIolwk4w+Eeh5jbISqwXV9QJd9og4CgkALqK+GoQDSEF7bYL+4AnWe/Q0xw40ZrdAC0V7dUhy3sKzDT5PMKkE59CLEhOBjxSxTrEW7ECFnbDWGGvQpSVqLDx+intjF6xGCIW+2CC1xh3uYLWgvZEx/s17+Cv79E1Jd6VAPlmhHp7S3hgyfLShvDNFrjtIU9QkWA1M5MgflLRHRbBtdIZqL0bvZkjjwXjUYoW83NDcPEAv1sin57j9HcS6JVISRhnxvEHfW9BUG9zVPfCC6MlluJHiccM8hL/KHDuQ6HlLvSNQtaA4CfNK7xxiVWL3M7y0bD6/j7qskOsBvt6EOeLUkpyW9LdGyLkg/u5TSEaYnQFx3eKHOdEqzKN8nmIOIqK1DeINHSGHKdWvjxm8e4bZHRItW0QcBE3q+QI3yOjfuU7yzXuYr9zAJSm2B33vmDjSSKC9OSE5b4g+fE77tRvISNNOY4SF6NEl4mKFWFd0f+ItcB430CQLSXU7J366xjVBGGP2cmgtsukCuPnGfrhOIoV1Aj9MoCjQLxboRYP4/rMQH7VTIFKNbBzFSTiVS+NYf3EPhMLnMdJY+sMpXgqieYdYbwLxZl4Rl5J2f4hqe/rXr6Cv7+M6C8fn+CIj/a2PaN+8isWhjUU4hxsV2KoiGo3wZQUPj/HDYZilu2Asf2nqFmkSBCZbnJcbFEjnkHGEa9rtAvcjOxE/No9DCPJx8Yu/Yf1EfdosBADe+38I/MM/5OvfFkLcB/6jn+f1PxOefMwqxnn4WxMi3LwAEQeRiYgixGAQTnJK/eiXXIeTHFLgygpflsjBIOwI8wwghEIWKWKQw80jKDKcs/AgoJ8Yj4JJ1YF6cBziS3andF+4iTuYIE8uUUIjnrwg+6ffJ57XtBNJtOyRq4puGmGUpfitB6iqQ21qRNuTfXRJ+t4xqhhAmlCnHpNpbKpBKbSB9Z96DdW7oDbTkubtq1u/3HZuksfITUP0fEE9iUIkjo7DhrYDXdtwMzOWaFEF75AE8PhhihsWtIcFsmxwcYTNYvquQh0v0BcN1a0pGEvcgMui8HeudFDjSU/2aIF+egltiynC/CV6vsROcsxuTnd1inQCP8kQq4pmN8YngnwjiPsIH0m6cczlv/0G3hriVY+qbciS6x3NTkay7qhujTDDGDvJ6DOJ2nT4LZybxQbdepJFSHFob0xBgtEeVGhb+kQjipzo8SV6ZWAyxBcp+rsP6UYap6D4aE384IQoG9McpNhBjCxrzKwIbdthgRgMcIfTkEY+ivCxJF4aROeo7+5CHtMcFrSFwghLfX3C+q0Z7TSm+8ItxDZXUD88DTNf54mXHcn9M7oMyi8eYYeabhQ8n8oLRG/QIqL5U2/isYgnp6hFSzMMgG0rHdGLBe3dCaKzxE4GkUfZQR4jCd43WySI0QAXS1ymWX3jOuLFnPKLByTP1xgt2Hz5kPJqQn17hNU+tHGFxBVJmBH3PcnjBTqKtjPUDqIUa3riswrO5+jLDWiN9NvRwLrCaYk6XwSV6vE5VC2MB+g0sC1FHAMC0bZwPg8jh8UaLpewLgM9Raqt9zXdYtu64JVrO2SWhuQRKV9h+oBXaK+nHzz/hd2nflp5BM7Jn+nj01be++WPf3yc5352kvs5arQ7YHVWvtq1vZIkCfBdFwbU1sGgeAVcpsiQcYy9uERkaWhL1k2wFEQadLhZMB4EDFPbIhfrwOuTBIP0dIQvA7ar3xugjy9JTE9/OIazEhKNvH0Vd75AJgnx3ODbFq0T1KKjUYbm7h6oMBiXVTD2mluHIDzd9QKbh1lMtDJIoBtpdOdJn2/FJG2It7Ht1vx6MMZVPd04DmQJI+mFQDUKfVbircNpSVQJVG2RxxckiwwzyhDrErs/Jq48tJbosqEdR7idgviihrah/PIeg4sWcXxG86UbIR7GeOwgJ5kHRaVcNGFTUCTIVUVEhjcSdbpguGjpc4G+aJBRhD5eoZ9cIKuW/uYu+vk5RRtay/1eDnUdOs9XUmLjMYkhmrdIHaHKjviyweYpZqRRLkc2PapRiFbAgyX9To5y4TRfFZ7k/jmRFVjvGb7bYwodLCPDLKj3WoNIYooP5tRvTNGrnuQkozpIaK8PGH7nDJ9FyFVDezQhvqjoxop+FpE8KBHDGNYVIkmRrcDFiuR3H2MPd3GxQDeWaiwRQpC/aBBOoDcG1/awrjDjFHXvBPP6FbLS01mHHWYUT2ucq6hvD+gyRfzckWYJ8UWLU8HLRhrjE7AamA2oZwOi85rovCWab+hTiUpzsJbN9RipYvIXLaY6xewXKN/TX9ul/o3PkdSCzVeuoKqeaOPwpiP5zhOkUBSNoLlaYI+mqIfnyDhBek2/WdJONO1re8QPF7hRjJ73uOEIqia0VpM4iMOWGzjaIxIx/sEJYjrGb2qE9bhYB8tPJCHN8GdzZJaFpG8sYjLGXV4ikxQfadxyhcgkYpCH059Wr3Bevm1DBrILUVneGF4O5S6PF5/QHetH9Wk7yH1cY/f2Ob/x00Qpf1B9tsj9HNVu2i2ENbQlhJChTSlEOOF1fWhRdiK0N+IYEcXYqgoBpkmC9zVuXSKHAVIsNhVOSugMalVihwl+GB4rvMBFHuEkcljQXd9BNiagwrREWIGbFkRngapid0eI9Yb0IqGvS9orE9InG+JE0bw1xfeWeNFihhnxvKeNFSZySOvxOiI+rpDLBhFFuCSGKKKdRmjT4GJBfZQy++gcFj19Y8MJVEL2zXv4YU6/m2OOdhm8d0m3U5BsLJujhPikJU4i6qs56qLCuhacDYulc1glsJHEJwmyB0dM/LxGphn9nQNspnAKytsTolagVzUuVXQDhXY68C+dD/Lx3qKP59AbtBrgI7C+p7+xg/M9yftnxE/ngTJ/sYCdCdmFwY5SxKZBLw3dYThJGKmJ9obbiJ7Q2ksvevqBhjRGnpSYSCDqivReid9i1GwR033uCnbdodYNfSRwiST74JzycxGR15jdAb6IiRc96aMV4t5TxP4B+XFNPne4OMHkHjEq8MrR7GcIoXDGkL5Y08YR0fM53ZUZURPhL9e0V8fUNzLyhyv6SEEakT1eY1OFTSQu0UgD4mCMHOT0X7iB35+wtobBB3O6vQJhQQxTkrkPQpZpgd2sSVddgETnA9Rlg7mYY9/awWjJ5IM1YtPSHA2QfYJYV/QjgZ0leGtpp2FmK1aO9LxGrhrc0w1mnBE/XNPdzBESfKoY/JtT6rv7wds49xDHId4mzwPe6/ySuG4xsSAvDX48QL1YYxXQA11Pd2dKelIGuPPRLsp4bLNG7ozxRR6u4dYgLpa4UYYwLngY0y1v9nyOHxYwzJGDYWDSXs7DTSANeD0xKPB9v2XVilenNm8MuK1n1lp2r834t/7Hv/EJ3bG29ekUnvwVPsZ8bVt/DfhskfvjrN1ruzz74PmPfom9w/cutDxsYN0JKV8FpYo4wlXl1kJggmUgy0IKMqF1JwZ5SE9Og1FbvDhDIBD7O9g8weGRD54FUnos8MJjBnlADnkNkaY7HKE2HTaKEccX+J2CzVcOiBcdvXCIJMWaDjeIqe7OSFaW1U0FqaYvNMoLnHO4w5TsdI5eVKSMqauW+saYOBaIuiP94Jzq9oT8uA7sxvMN/voMbhwhq5ZMFjQW2isT6qMEWVtcqtlczUn2BsjeoT48w8Ua7RSNsLTXB/hSMfnXT2g+d43q5gC16XGDmM61wes1r8kfL6iuDOl3hvDiHP10HRiVGjZ/7g1UPSA/7TCZov3izSBEET1ulKEXNc31guTMYG6B/s5HVL/+JvHjS9SmQRmw+yP8lSl6bULwJ5J+Nce3nmjp6HcyTKFJHlzivaV/45Dl5yeoHqKLGPki5NiJzuEmArlq8EoFYU1s0WXP5vUpyb0zql++HcznxlO9VTD8YI3/3B3EpsOkEpFGOCXD96YkrnaUtwcMnrREFzV2tcLbIeZgQvJsTj2Kg/dLaaTUuNGAZNHR6wg7JGQGOhNUl7s56ZMat6xwXYNIOlxTwrqk+cYReIeed9hcER3PaV7bIb2oqW/NSFcW3Vu8cKhBEU7WiaAZafyNMfmjVRDa5Bq3k2NSgZnEiN7T3BzTvzUhWZmgRMSTffMxuvWIo4TBcct8J4YkRa0bLNCs1jRv3iC9X9LlEi9A2x5/cw8iRXTvBVap4H0D4lVLd7RDclLiO4PPNLq2tLspyubw+ASMDQKipg1ZeU2Dl9sTWRojR0Ps2QU0DaLUuKoOgcfDAX7rlXNNg+j7cJ1vw1K9tYg4Dtc/bAlEFh0pmrIlG6SfzE3rZX3ajnLwl4UQf/5jPmfycR782SL3c9TiZPHqv0OXUrya0736/FbKL9Ik2ACUQmRp8GgtlqGFMh2DNVB2uCjMkliHGB2hdJh9OI8uO/xyhdjbwS2WiKct4so+GPBeoluHmK+o70yRtg9enrdvoZY1o995gcXSv30VfVEzfNqyuSZQpcdu1shYkv+rR6x/5SZ+nCNrQ7zu8VJghjr8SDtDhASXCNzuBNFbim89xyxL2L9Bl8d0OcRFQn9nhmgNtpBEpSJeWnTt6L2luZUzfK/CRYLyV18jOllT3p5S3F8in5RU1wvO/9uvEy8sLhJk330MSUTzxas0eym7//IM7z26tdQRdF+/yvCfPURECfbGBFUFhqMTHnG2xE8KRNvidjJU2SMXJUXjgvzbetytQ/wwo/zaVZLnFT6VxE8rXJGSLDv640voWtSdK8gI/NDQjCTt1RT1BHQ6pMcF1Fmuic/K4B30QdQghAobl0iSnJW0twZ47SFOUOMJquoQnUe2FrVZImqPGyrcIEF4i5pv0EIhL1b044z0tEeuCpobA7rbE+KLDd3VIfm9NXZS0O3njH77OXZS0DuPqpqQAddFmEGEbkOYqX56ibmxQ5tD9niNubOHenJKtKzovnQnqH59CIMVCaQrEE9rqisF/X6KzXuGP1xixwlmkuFyhWw9WibY1rJ6ZwydI/1gjbk+xkRAZ/FO4LwnOqlQZyXl3Sn5/Qv02Yr22i4aTXVVkVxaxMkFXJ0gW08y2cFsDN3NCfFlS7Q0dF+6gYsV6WmNu34Ap5eIsznRbIZTgvjZJabcIHqL1go7yJCNQp2uAipPC3h6jE8T7OtXQzxS1eKtQbQ99vkJAHJnGuJ1siQoLF+avDclojchWifSr4JShZR4KcNi93Jei+fFgzOqdf2JL3KfwpPcfeBvfYzHC+A/+Dhv8Nki9zHLOUe5rH70iW1+lLcuJH17D0kCZRXalNbhbOjLu0WD2pkFX5XpQ4JytfXTdX1ALW024bSGDwGg1yLUooIsoR+myEGKdAQ49LrGZSG00mUp2Xsn9KOEqN4gFxvs/giX5OhFSe8dsjVEpSU/bokeniOsxeHpr4xxk5T0tEEfz2lnMWo4oN0foJqe5LtPiGxP+at3iB8uEAK6t6/gyg3dQUJ23iM7y+btMdHGQWdpdlJMJNBG0k890coy+KjGJYp2IBFC4qcD8n9zHx9F6MkshHoWKV4L4rVDjcfIztBKyeTbc7pMkVTBgJ2+aLC5pn/tAHXWAAKbabwEh0MqQXSxQTY9YlODh83XrzD4wQLtHEJoNkcF6XwbfOkEpgnJ7Kp3dLFAdYruxhE+UfjaUB1FqFWLSwS+KSnv7qAtJKVgM4Ty7oTizCLOzxFZjEkl8VmFPl3DbIJeNZhZjp572qtJoHDUFpFndKOCKHF0qSc5CzNVk2lMqvFX9okWPbrscOOU6LJl8KylvrsXBCyxpqcnefcFTgJKES96ZCewsyHtSJEvLGrRYA8Kutszsuc1No2p3joInjEtcXmQ/2cLi5EgPCTPSxZfmiKR6DOJXvWhtbxTYKSjHNtga8gjqoMYvbboRYfpezZf2kfXjsH9Ep8qjOnpbk0Q1pI+uqR5fcbmq0e42Zji3gXirMYWMS6S1G/sInRM5CI6aSj++WO6u/ska0ufK+I5ILptzFBP9/ZV4stVAEvHmjaT2HRK8r0n+CLH3DlA3X8BzuFGOVGSwdXD4PszbKkyHpTGb5bIIsO1Lf5iHtiyUob0i75HZFlY1PBbSHuYx4kkCRl0TYNQcitU+VGmnI4/QTjztj6F6sp/7L3/P3+cJwgh7nycx3+2yH3MklKiY43pt8pJIQLk1fvQCbAW0XVhrpQk2x1euBDEy2DVQQ4VUOSBZr4pkXmGmxQgXBiCDwvc1b1AVhhY7OUaP9lBlh19ERMtG0TTIssqUE82JbIz6Is+nBgnA/oiIqos9e0ZsrHYUUo5MiSXfQDJRhluNghAlvtrpFCIKKZ4XOKHOf7JJSQKM8lQaoKQAnNlSLL22LKmH6fkl5Yu9ogoJjnvsc7jpxnp/QX5++esfuU6qgeMI3u6pLk+AJEg1g2uSDDX9+gnMdppdAeudBSnPc5ZVl/cYfCkpvjWMxjktHsF9bUpYtMRLRvUwuGGCaYwCLu1LDxbY6YZDDTCQ3RR4yLojoYUH61gU8Gipr29R/GsRPRr6sMcGcUhWNNFxOcl+tEJ7ExxwkFZEp91qEvoDoZkv3uG1DHZh6fBaBwrxr+7ph9ohPHYSYrYmvNdFtPTU70zBAfR8xX94RCzLBl+VGH2c/STC3LXB2PxYQ6TMd5aolVD/HRJdzQInsy2C9zTSNMLS3ZpWN7NaGcRiJxkBW5eYTXEpyWb18ZElWP8rAPjaQ5zBB7hQ4taLyvESmNiz/pP3ST7YBFajBKElsjLhnbkGDzvaEeabGNxracfKuqJRJ+tGXzQIuYl6z//GsMnHapxbA41w9+8R/v6AfbKDN2Dv1wgBykdoHRC+Us3Gf1wxfrOEHG2CMnobU4/85BIVJwgrWOzL5FOIPfHSK8QzuC0oN3VeK0YvOhwpsUMI8TrR4g4RvaO9taM+NECdsb41iDXVYCeRxp1sYIxmN0xalUGyb+x+Fgj6zZ4WPM8cCj7PtglXpyGBU7rIC7zLnhcoyhc+1oHEspLjB+vbg/b+wP83/73/2/+R/+rf/cXf9PalueP7yQnhPg/ee//2k987m8QTmozAO/93/l935P3/9OP+17e+7/5cR7/6dOKfsprdbnBdIaX6b94H9BVSRIkyDoK3EoptlLjGJlnyOk4oJe8h9U6pAjUTWhrahmMpE0HcYJ8doZPYwQSeVki1g0Ms2Du3VToJ+eI3obHa41wgubNPczhGHc4DenbUkKR0R4W0BrkRUA51UcZ0oFQEpMI+jws0hKFaxp80+El1EOITlb0OzkMs0AsOatgXdFqg5kkRE4SrQx61ZMeV3jXQwpOeMwsxd+9xuhhi5eS1ZsZiy9OcIuSqHRop0AIzMEwJGBjsakkfe8YsVyjnpwRnVVYKej3B5gXJygnEMvAR7SDFJdH1FNwmGBgrwzN1ZxupnGJxKaKSMYI4xm9vyA5XkMa4ZcbonsvaG9OccOU+MEZ0Q+eEi1qosoE/uGtGXZvRP7uc+LH8wC5OFliMwXTAf3VCe1ehmoNetVQ3x3j1xus7VH5ACajbdzPGndrH3FWgrGkix5Rt+QnFrOTIZD43tBcLXBdQ76wSBEES/XNMX2mYF7SjVO6URJy44THppK6cIiyRW2aMB8sJFZ62NSosyX6eIWcb7CZxo5iBg/XqFWL7GxIfLAOl0pcXZF+/wQzS8NrtBXVjqTcjyjvjKiHEiccfaZodmKSiw6Bx1wb4ycD6l9/nfTM0KSezb5GnpYs/+Lr2P0xXSxoJxp0hFyHNqU6KxGrhmY3Jm6AvQn9lTGLr+3QHuVgQJ0twXn08zVJLWE2QlQ1/UCTPZzjvUMYR58q+qMp2feeI5IUHaeI+Yr0Ww/RcYLXGmUc+qIOLcfdCf7qPr4L8GihdZipT0eIxTJ4Ob3ALYJK3WsNVROu4dkswJidCyc+xHZeETyzsshDrpyUAQChtn45H4AR19/6hM3gHrwTP9PHxykhxN8isCZ/8nP3vff/YLu43RVC/KWf+gJ/zPXZIvcxazQb8JW/+CWAEIZKuFAgiE1EHHxc9AbfhBu8dx5fN4gkDi8SJ/gshbYLuVVlhchzZGdhU+Gno3CjenEBZYW0PqQgQ9iZRgorBX5cBLislmSPNxBr/ChHPD7FNjVeOGyi8EVKvHaMfveE0UcNLlI0k5jy83s0+wn1UYJdzlGLCl9EbL50gBgMMW9dI104omVPXwj6aYqdpuB6kouAOhKekMD9vQeoZ0tcpFCNJ12Ba1vE2RLpIHtQMry3Qa9b2lmETSVyUWHTgPeykxS5qJCNxW0qnHPBE7iscWmE2xnQ5xJsT3NjgNuKYIqHJSLN8d4hAbV2yEVN8f4cvWhxiwXeO7pZGpSRHYgvvY67tkf20QVeCco//QbcuYpuLPrJOXagaW6NsVqy/NWbLP/0TfpBhHCe7LgmvTSkS0fzxi7VQfA/qmWD1WBSaCeK6Dv3iU4rxM6Eficnm7dM/s1zokVL8aQBDfG7T9BPLvBFHIJxx0Oi5wvEi0vAE61apHH0b+zjZhndWwe0V1KGD1aoTU/+3WeM/tkDiu+fMfnnj5F1oJzoZU15VJA+WSI2NeVRBOsS5y268/S7Kc2VHD8b4Dy4a3sonSBESAi345Tk8QpdOaK1hSwOqfXzJW5TcfnWgPpqGvITOxh85wxX19TXMvqJIl90DL9/STfUCNNR3Sjwrmf95UP8MCbedDTXMsq7w6CMfXQG6xK97IkvW5IfPEVKzeaNEZFOqHOJXS6Q6wozUKy+cpW0FMQrg/VdCH4tMvSmwW1KzO1D9GWFFR6KBLczxI1zult7iDhCWY8fBa4qcYxoTWDOVg1+tcHVNVw7xEsFy2WwCfRh5KCuHCKPDn4EZI50oBPBj+wCQgRRmtgC3JUGAc2m/cXdqP6g8j/jx89Yf0jr8K967//Bj/35HxFUkX/Ya90SQvxdIcSHQgi7/fhw+7k/+7N/V7+3PmtX/hzVNz28jNB4mSklty0K73Fth9AqLH5lFVqWSTB0+/Um0EuchzyF+SK0p9ab8FqHuyGlIIkhDTdQH0eItkWfB4q+GxbhZPfsMoRQJgl9IpEXKyLRYNOIfj+nGylkaxh9+zns7WCThM31GDOQRGVBVHp0ZTEypGtXb+3RHw3RHQjn6CYx+nmFFpJk3pOsPeubCT6NSO8t6MYTqrQlm/eY6zvEMiF5f8Hq9oB2FpE66LIZujL4JEJKQ3fngPThku6oQHSK6PEClRYIU1PcX2JSiZnmiDhGyxjtDb0QiBtHpJcdTa5If3iGvTLB7aaYSYxa9nhh2VzVjH93iU0F6zeGiCQJSKjLkvLWMCSCdyHvr48FYn+M2jQk759gJiO8FkhTEC0a4rVHLkq4skuytPjZEHe2RK9bVreGsLQkpx26svhUAwLzuauITU807/CDHHV8wfxr+8THFc2dWUgMwBPPO5x1+J0hNo+prub4QYwvW/zNET7S2FFK9OgMUTeYWKKMR75YYK5OWH5uRvrDE9R4SjuKcL1Dd4b4ZIXQCfZwQrxu8FrSXJuAsSTPliGxQWni5xuqmwU2VejWUI0VjFLsMEJWhmzego4RrUe0JiQIpDHdawNEWTN4ECgj9Qza3QHZA49+eoG+MQYLqzdHeAE2B58lJPMWf/0ApwLA2D5+jj6KsYMU/dGzoLZ9foE5mGCnKZuvXmFw3DN81BFVht4Yqi9dYfigBK0ZfHQZkuMFiN0R6nSFH+bYpkOfLvBaYg4n9PsZ+mEfTmZlSVw1uCJFKoXy4M/XgWZSN4jDPfz1o8DwbLptSKrES/0K00fb4benNB9FYEIKga/qoJAWhOu6DxYiXubOOQ9I9m/tfVK3rG2JP4525Z8nLGBfffUuQnz1pzzucvvYn/6dCfH3tl//HeDvAIvtlybAN4B/KIT4beAve+9XH+cb/GyR+5jVtT0P3338areGDBYC4V4SyCVqNAwLXlX9iH6SxGEo7QITz69W+CrEkfi2wysQR/v4ssbtDCGN4ekFfpjhhcDuDIkfnmIjhbQOsSgBMLMx0dkKMx3hx7vo4xqfSJKlQfUr0qXBpyntSCHRRJct6tySfXRG9bkD0mcbdNNQ/cpdmt0IvKOYW6zz6M5jigTdeJrYISONV4LBhxXruwWDf36f/sqU9nAAWtGPI+JFR35/wfpzM7rcYbOIyXslm5s5q9eH6LXBTQtE74gvGig7/GGB6z1WC7prE/TzJeie/maKHCZERmCrJRdfP2Rwr8ZNCkTvUeuO6iCCw4i+SIhqaK8MyR4tcLFEJBl2mNIMBJN/8gPqX34dueixiSA7LkFF2FGGSBReePpxgnYGpWLSuUE6RfSiRODwUYRQEf0woS8EdjpGd57B7zymLxTdl25gFUjpsbsZvdvB+x3i8xbdQ/5hSTeOqA417VSS3VvjihSRxjDMGT5tsMsG0hR9WdIva1ScI9sNyWWHLTwqz4nuXeKdY/VLRxQfrnC7BdF5g5y3RJcb3F6CjWNMZhGrJf1eAFNf/qlrRCuLVx5pYPjNs3A61B697BCrCvNmjDICsexQtoUspj7KsanCpZpo0SGlpttVDP71A/zdXdprwzC/fXNI8WBFNG9YvjXGx4r0u8/RViEmY9TxivEyph1rzKzA3JyRPVoRDaf4QkDXgVQk759S//JNpOsxWrB+bYxYVwy/f4K5sodXMrQ+dYSQkjaXONNiswxzY0I6SCBSqOfnxN96gBjNEF1P5MPvrliWiE2NPdpFJXEAMkwnYZYeR8Fr2bZwNoc4Qty4AhfzkEzQ9VBWQVFpbFjEnMc7G5JAnA8WDbYeWmN+j9Lj3X/xA77+F770Cdy1fqz+CIUnW+n/3wO+/hNfmhEWtR+vxfY5E+/94ide53eAf+S9/0MHltsZ398H/hsf5/v8bJH7mNXVHdW6DrtIpUNLXspXoYlSb+XDWYp3aZAbv/TPCQ1VFVRXHpiM8NYjYx1maN4H6Xbdw+kSryS+brGHE7wU2IMZVDX+7BK3Nw6tl8YgrSN//4Q+03QHU9S8RbQ93Z0D7NTRF5rRo5p+kqCEp7uaoU9akpXFTBOiE0v6wSkm2sGMEtpmTvPGHvFJSb7oOP+VHaIahIH4dIP1lvZgQvL6ESYRmL0ByQen5B9u0MUI8fSUkXEwGlLtO8qbOd0kzMlMHiM7S7QWtLs5uq5oJ9AcTNl8YUp8UpLcM3RHGaox9JEnMhKERq8M61sxw+8ssaOU5lYBSpBc9OQPGuh6dFKgZEq7GwQBycMVg02L2RniEoWPHVzO8aXFqQZ/OCVZdtRDSO7PMXsZ5ZUIve5oXh8zfNYg5x1mJ6K9sUM/ViRrge1qigcL3CjHY4jXhj7X2KEmu7dEigifKmhBvPeAk7/yBeKLACuWxqKcwF/Mad84DN7GvoHdGSYVqHmJ1xE2jxF3johLR7UX0WNJe4efFQzuV+iLFt95BBIXa2SaYbSgvhLD0pFfRKjaEq0NyIh+J0ZaaAuBMBayBDmvyD48x48yWisQeGIVI6sadXpJOxKY4QC5MaTPaqqbOT6JWP3pu3jvUU4ihcc5g0s1IlHMfvMB5ecPiR8tcUmC7hXdKMLsZGHBvnaIsJ5+J6N3nqgRiOiQtFds3jkgeV6iyw7lobmeE1+EmB9Vd+hNR7ubghJEiw4qgb17iKot+vsnYAz6wSni7nXK1yYk331KvDG4vQni9BIGGXYS0i1Yl1uTvQ5J8PMllM2reCyfDAKsIElCflyWhsUNj+/DAiYiHTouzkMT2KyBgrS1FiFeBSj/d//n/61P9ub1R28Gn3jvF0L8vtec/JTHvlz0ZvzolIYQ4t8H/q73/m//V72Z9/4/FkJ4IcS//+MA5/+q+myR+5g1mBRkg5RyUQfVFLwaPr8sbwx+PkcUg2AXKMswpM7TbZqwDVEezsM4XEhcrkLLsqrxszESEU6JWYyseqR1eAGibrE397GznOT5CpdpzCiFTCOtg7JHxDHdtSnpey/w45z0Hz/Av34TYoeQguQMukGMS2NU2dLuxMSVJz+zzA8k7Z0pemOQZYfVgmRhcVJgEsnO/Yp6P2L4vQVunOF9h0sl9tqUyCnW1xPEjRt4rYg2luHDlurWMGScdRZqixlKkqXADjVyb4Q+L4kiFeZM/+WHuDzDTw6JzhuaGyN83YMrQEuG3zsnWnY4JZBtQnzWk10GInw9kIjSQOeIThxumkCR0kcguxSroJ5I5M4+btORfXCBrzqMcpgiIVs6miKmn0ZE85rBd05pP39EHEWYsSa6aNF9oLP0hWbz5g79SJEcN4hhBK1l9p0LTApmItEXNfYgJ7p9nf3/50Oqq2OatybExxXtUUFcVSBBLkq6SYqIJMoJqjd36GcpxZM6JIKfrdDzhvSipU8ikqerEGI6HaA89MOIzVTidYGPwCkHOqX++m2E8CjjEc83UCRYLZALQbr2NK6hOyxoC3CTAT4WJA8r+nGCzxWx7YkWHW4U2rvrz4+IzwzJ85JuFmGGEZysqQ4y4rlDZDFuDP31HdL/8n2aP/MOcSlY30jpCkH+IsRQ6c5TfLDAZhozUKTPG+Tlis1XjugKRfJoxfLtXYofXJL/cIHJVRgNxBH9XkT0/rMAXnh0SlTt4nZH1K9PKU4gWhvMzUO09cQPL5Dzkm5/gmob2BsjlcZlcUip9+E0hgd3fhl8b1qBVkipEMsVPopCTqCVYa4uJb7ajiCcD37XrR/OJ0kIZA0732CTsWFD++f/h7/OaGf4idyzfk/97Ce53e0J62X9nR9XRwoh/tJPzNx+vBZsFZU/Vi///JMnvL/gvf+ZT2be+78thPi7P+vj4bNF7ueqvrVBXenZAltdOIk1DY5gBBcyxjUNKhpsrQMgyjq0L5MYeoMotgGMB7tBKWktfn+KbPvwOGPx4xxRdaAVNhLoIsOlCer+C5qrU+KH57hRhspz7CBGHc9xWYpAwtU9fBrBnWuILEX2DhtLkosu0EbWLdGq5fRXd5i+WyKA8Q9WdKMozDESxfq1MeP3VjSRwe0O6QcKebbCFhGii2GSEp23xIuW9ed3Qhvxosa3PeVrI7LfWZGf9ETHa0TTsPzyPrKX1DshJFOMYrphjk8VPle0v/65IHjYGHyiiM5r9LrHdTXt3iFmJyd5tCAdj8j+6QMwhvI33iR/vCF/0uFmA9ASJSV9qsI8UAj8rCA97yiPNKP312xupuRRjDxfYfZHjD5YsdlTUFZkZUR+1oPTdFWLXNekZwY/XyHuHCKcYHUzEEry+xUyzuh9x+DJEmd7qmsT/CAnfvQUrgSlq140mG9cQa8NzY2cyfdWxL1CnLWYK2NU09BlMqhHvYehxkSO6HKFtB6FpjmURMebYDDvOsxQYgpNO4mIS4tbNIhMQ2upb+foe13IHqwr+pGGkUbXPoSeOpDWMfxwiX1xgnKS9gtXsbGgmWhkp2nHU6bfPCddeTZXUvIfvKB9/QpR7+lag8gUxbmhLCzJaU03M1QHCdMLSfvVO5hU4YTBFMF830wU8aUjXnfYSUx+1tJtJO3VIetfCTmLatHhEoWNBao2aNejLzrkfEPz5iH9UYG4MkWmKaQJZneArnry0w6pUvw0Qijw8w1xJfC3r+NED88usNf3wYJqHUZ4VFkhOoOYTmA0gPkSMR0FC8HJJTR9UEk2XdhsAr6pgnoyTcL1aW0AOUcauhC0uh3Ov1rsELA4X/FTTjyfQP3M38O59/4n25DhFYLYZPGHPPeS33+amwD8ZKsSePCzfkM/VvOP8+DP1JU/R+0cTYJIRKkwhBYi+KJkmL1JIUOLA7DzBV5qRBz9KEl6OIBhgV9tEE2LO7sMkmXrUL2HzmAluP0J8oMnyLOgEPSxRvSGuLSoLCN6EUIjo9qCs8TfeYDIc/r9jB4Lvcd7S3VnQqcD2JhlWMR8ool6gXE90395wuZmHhISJOhlT3bvEpdFRKULzMcrBeBYvzlh/bVDzCjFNJtAaY/DheyDK4Dm7pD29hQnYHUYUR5EdLsJ5Vu7CCGxqccJh287nDAU752gKocTHoclfnyOXFXYYYqqO7zpkOcr5EVF8eEStzugupLSfuEa4u4N5LyjncWc/8oubr5AtGH3LMqW1Y2Iej/Ctx3RRc30hyVKSNxQY2c5668fICKF2S1In28YfesY3xmMsHS5xGFoR5rmMGX9Z+/Q7MT0w4jheyv0syVq06GWJclH55hpjsxzsmcNydrDzgjdWpqpZPFrt4gaQTK3FI9r9MkaE3lk1WIzhdca2XuiRYcoYrLTlnhtcTsDqoOMbijxQmByzeKdEc1MU11JA46t89Q7GiUE6VJAFjF6b4OoQzhptO6JLxpsrKiuxPQjhak2LN8aUF4raG/vIqQmOWspryTI3hLPa8wsZ/XFAy6/OiWpBM31Mc2upBlolFBEG0d5Z0Q7S1h8ZUazk+FiyeXnBtj9AcVZsHYM372gePcE5UBGMZs7I+rrGV5Jup0Uve7IPpyj5w12mmAHmvT+nGqiqF6bYhOFnQ2Q4xHCefIXDa5uiWtI1xY3TODkEnnvMT0Gl0T4IsNu53P6dA3DAbr3YaPXdaiyQRbbJJBt5I7f30GsSjid45wL9p66hUEecvXS5JW4DESwCkVbE7jjx4zfPghXBLw8On37H7/Lk/c/2RQCANzP+PGH11eBO0KIvyqE+KsE1eTLP9/x3n+L378IzoB//FNe62MtWNv6ydf+Q+uzRe7nqD/73/+TQPCXeWNe7dCEEPhNFfxmxoZZXZqCBF9WQVKcZ1CWQZJclnC0h0iTQAVzDjdIg9rrco1cVkgf2pYYT/RsHhaVi0uUUKjxGH+4i725j89TbKxoDwcIqen3U5pdDVVHt5viFPSZREQxrkhwxuAAkaSUn9unODX4VHP5lTE+lkSLmtF7l2AF8WUTFjFrw5BdKpJW4UcpetXQDSTl1SyoE5cVk3/wXQbfOyd7UuF3CvpJDEnC+GmYZ0SXLcX7c6I2SLn7SY6ygvEP1xTHDc21EX5Y4ISjSSyLX9qn/cI1ZJxQXRvS7eXUBzHG1DQjTVp7dB8x/u4lcl1x+eUR7V6CjxXEGjcoAjc0EqHlW3UMnjnaQlEfJVTXcrpZQv/ONao/8TrrL05ZvzOhemOKnRRoESONJlpasB6nYPC8JVr22CszuqMRIKjzlmo/QYwKusiwuZ5y8dUB6nJDVDvS04ZuJ4ZFiTrfbOHAC+IXFfHTVYguOhhR3szxcYof5jjfI4Qj/84zQECsGH1/zvzXDohPO5K1o/hgzfSjFmUVquoYPKzpJzFeGIQXlF/Yp3ttn+JhSToP0TVq3RBfGobffYHKMtzVXVyicYOIdjei2U8pnjXoyw35Dy/oaUhPG/LnHV559Pef4k/PqYcBo+Y1ZOsQrSTanuJRCd6j1gabhVa0bA2dsvTTCFm7QDa5llMdxCSPFuT31uhFR7c/RHae7N5pGI9Np9ijXcSyIr+/ojpIaW8MKK8P2BzEyKfnqLM1fndM3HmiXqAM4VrrDW6UowYFvjd406ObDtHbQHgRQBIhTi6DibtIEeMhfsuwxAQiDt5D0yJHw2A7SOKwydVRaMXjgy9WqaC4NAGNFiT5Dttbzp5dfDI3rJflAS9+to8/7GW23reXHwR15WL75/vbh/2dn/DF/QVC4vcf1U/yM9dn7cqfo/7v/8l//qM5nFY/+m8pwW979TYscnI4CLaCpg2Zcp5gMZiOIZpuX0PihdwmjVvEaIjqenzTQZHhx0WwKbRtUHQpFVojArpxRHTvKX5/hv3ya+jHF6jzJWInx16ZwqQgXVmiPqSIi5MFsgzAY+cMfmfI4LsnNHdmpM9rJv/mFLXoqG5M6K4O8Arqm2MGH27AW1ZfPQhdWuNJlo7LP3UdUXdEXuKFp9lPSHfHNFcL8u+9oM5i4s6jDZRTGP1whRtldLsFbpCE5IPRAKxhcztndK9BbyzLWxE2tkz/5TPM1SlukIa/4iwBF/xb3a0Z7qKmzcDuSAZ9jHn9CqKzJMcNq9cKBh9U2EzSHOXIxhL1Ct8skSdLxMGY/FnD4P0F3jj6GzPUxpKdKvARupek33wGBzP6FIx2+FRRfO8EqyP89T2ccKSXPZs7I7QXiPMlfraDywORY/peR/nOPrJxxPMKmpb2zox84XGTnGqkSFuFLSLaKwn+2QrdpXjTsj5MsCome9Hg9icgQ4ZdeZggjMcXGm/ATGPix2foK3uYVCEEDB7XeGuor6YkL0qiy5r51/eRFqLac/EXb6DXns3n9iGKaDJI1oZ4afFakr97QvR8wfqdXcYPl5hZzubze7hE0I1jivUEiaC4CK37TvRE757CrRkuC4n0dpiE5PlpTJJnDH7nGc1BQT/IcUqjns0ZvB+uqeTpGnyCPesYnhgWt3KsOiB9eElzUCAaS7qx+K5HbyC+L2n3cqQWRM/XuDzCDRLUvA7y/khiUonqBWLe4Noetc009T7M0jg5C4pJ4wJSz9iw+WxaZJ6BkojWBCDzeBhoOVIi4wgije/rcO2/nM1rvUX5BUg7L5MJCErs3as/Oab6xdcfNdZre5L7y4ST3N8gzO4W3vv/UAjxN7YL3R3g3h8ww5v8HG/7sZ7z2SL3MWt1uWF9Wb7k9YAVIUVYCESk8X4LWjYWZ/pwVBYCMSzC43xA/Ph1iXCWINPcvtamDO3Pssbtz0IETWuRvcWtN3B6gf3am6hFG5RhfUfyaE5/6wDZG8TZguh0iW8atDF07xxhrcFNE6ITQTRvsFcPSH/7Hv3egO7uAXELfjZC9hY0JCc1PDlFXNvDD2NYXoYWaz6gmoGoekgj6syhL0rkWcL0O5dUX76GXBkiqzHXdmiuZqj2gMhITOyxOLpZQnOYkZ10mEnwF6q5DcSqoYKmZXO3QC87+oMUgWD573wRuW7pYxmM70qTPVwy/M4F5e0x43fP2VzJKBYu3G9iweCZRTtFvO7DyQkoHq3oRglOe/SzM0TV0I4SJr97jrmxS3OQIhYbRNOR3atRi5r+cIwQ0Jsafe6I0xHNUNFeH6Mf11hnqQ8zqmsJ9X7M9Ltr4pMN3ioyW1DvRlgJ8dyEG6mH9P420DMriL//hPZXbiEuV0Sna4b9DtnC0pwvcYVGbwxpZYierWlu7GCHkuSxwe5PGL5fhrZS5+h2Y5q3x/T7mtk3l7idASZz9CJC9QE5ZVJJVAtE2+FiiVcSl4IzCapxOGExzqCaCOd64osS4WC4VjRvHbK5mYLS6HmH24F6O6vt+mCkZjel/vwhqpO4QYS9d4ooY8zRgNG7a9ppSn84xtya4HBkz0vS94+xb98MUTXeUr69g9r09Mqg+gixKunx2OGU+KOHuPEUkWUo55GbDi08/TSl//pd5MkcczBGG4npG7SMguets4hlCVWDG+awN4O2Qw4z/GwI7z/EFhkiCikGspa4sg7pAkUKRYawSVjIPCEfUgjccgVVDVEwhXu2KuutqMxvUwlABAg7cPLglBtvXv1E7luv6o94kdue5H4frmv7tf/4Z3iJvyaE+Lisswnw13/WB3+2yH3MKkYZ19484un7x1s4qw9oIMIOUUY68Ca9R7Q/ljFnLP5yidrfhSQoK4UXQZrcdIg8x48HwVT6MqqjtzhrkHWz3blneK0wh0NUqhHLDVw9RKUJPorojnLE5Zruy9dQTpI8WWNyRXTaIddNCHKMFf2bV7FpRHL/Er87xBUx8dmKaN2x+sZ18jYwCPHQH42IzitYlYhZTnzRYIYeO4xJVpbJe2t041GbHqs93UAT25T0uMOOU2QZJOzNToTsIW4cUSeQZ4542WDzOMjLUyBNkVZQ3wqQZj03qF5gxyleeKQNwasCaPdzRJFSvbGHGWrSJxXlnRH9SIHzzN7bkJx7ZF3THY1Yvz6heFzinGfxF24z+5enmARO/9whkw8a2gJEnJKcevyiYfXrR4y+c0n1hSNkY1CPFiTHFdHxmvr2BDswuEGEcgpjLKMfrMh/eEb5uUPMOCPqBeXN8DPvfmuN6h2bI41eF6gXJd3AY+/s0081+JTceKIevBIkRuLnBr9RlAcaOU7Jnqxo3YhuGCF6R/q8xOYxybzGV0MWN8O8NjpZU49jyhs56XmHqjyb6ymelOiiRiUJJobRDzc0uwnZ8xbpoNmN6aYxXgu6QcT661cZvbegvJrTTSNAINctPpUkyx6cYPP2lOzMUO5F9BOFzLMQipor1P6AeGWRg4LNmwWqbCm+PyfuJXoiWH9uAqMvEq0s5ZHGfmMfXfYk3z5GekWiJd2dI6wWxM9WsDNCRCnChHZxFwvawyIIrKoWWfZERgQMVx4jn8yJL9cY6bFfvI364RPkxSpE5uzNwhzd2OCXQ+Amw7CQDTxyVYZ2o4xCrlzT4E0AQGBDMohMszCu8OFDaB1sCSZQZ7y1W3WleXXv+Kd/71/yjf/mVz6J29aP6tObQvCTqss/qHaAv/Fx3uCzRe5jltKKKNYIKfAIhBA4YwKTMtIB5ursFuwaqPZCytDKTENchxQSH2l8HAVQctOGx5QVRAl+fwLzDUjQWR4WyGmKT6YI41DrLiCztIK+Rx6X9Nd20FVAMHktkI1ASE3x3ae0ByM4WyK9QBqB3BkgnYQ8xi2X1Ff2iXTG5Z/cJXtQ0+/mbPYT2msJ+aUilmDtkuKf3af76mvgFMlHc1wR46/sUI6DjF22hk4b8tMSMcloMgBBvRehO8A7euHpxwESrSpLP4zwkSB5XtFcy2lHgsm/PgMpcNMh2gg2qUQZ0Js+tG2jGD9UmFjQvDYgOzEsvjBGdyH1WvWeRvf4LKN4cAqdQc5S5Oma9VcPEaZHLDcMHiiEGHD+1elWLxAhOk//1oz0WUNzlJM+uECORyDBJhI7G1KcGeqRJlm0aAxJ7UmfrmgnSbA84MkftAgXITuHbC3rWxnp4xXd0Yj27SPSR3NoGnQ5ID1uKO+OGLx3jjCe+iCjuTrETDTpcU3yaM76G9dx4xRZKvqBpDnMEK3D7RckD07wt64w/N1z5t/YR8QR6ZMNycqiGkuuJfVMoJ0OeYHWImJFclFj84g211Q7gqgU+EwiHfSTjNM/nWILRXzRAgo7TZGNQVpP9mBN+dqIelfjbM+Vf3CP+a/dQK0tqexQUYafhsaFyQXFM4fbn9AOBd1eyuw7JapzsNqQmxwvJcm9M9Zv71D86yfYt45Qm572IAn2jspj8whd9jSz0N4VUqJXXQAxxBpRGUwikI3Bxxq33qCHA0zZ4Q9nuCTBT4f4i3WYmxUpqrPQ9ojFBp9EIURXgHg5S1+X+MUasgQxGgVfXNPhNuvQznw1j9/mx7lti9L54I+Tcivk8JjOfiL3rB8v8elLIfgHn6UQfAprejjhwbtPfiQJFtuEgW3c/cu0AQBhQ34Z26QCt9qgxsMgUomi8PU43u4CPV5ZxKbCty3CeVykEQicsQgEsnf4YYrvW/q9SZBAn5yjT5aIdU/1+j7q+SXrL+wz+NaC9s4+ZqBo7k6JTzYIodEfPAwJ5RLUooS9XUwWM3zs0GtPtDSsv7KLHcV0dU+kHMlFg5cR1YFCCYkwFnkyp7s2Q9eeduyw48B3tHsD4kVLOxCYVJGc9cSVw2lPf6ugVw65dlx+foBQEdG8pzvM0DXoskeJCA902mAGMSYDvfHIqkdtWmTZ0r61RzMVJPOe7MJQPO3ocw0nZ8gopr+xR7eruNy9ju480aJn8/aUfibJn4JTEjfO0Z0iXViE8RTPKtY3CpLzHqEVFoPXkm6giPscvelQfcni80P6sSL9zWOilcMeDOj3h2gdIWuLMBbVe9KnNW4U0U9SsnOHrj0se1Rl2Ly+S9Q6VAsUKRLN/Ku7pBeWaNMTtUDtqK5l+PwuorUM71Xoec3mRoEZxAzunyANrH7tNjZ2UHeBCBJJ7KRgccXiMo20kvxFRzRvacYe3QqqacLOb12yemNEeRTwZ8NHJd552sOY6loCPQwftwzePccKQ/m5PVwWYfIIL33oEjSefkdz8WtHiLZlcztG9ZLpqWd1CE6E6+PkGxk73xP0hdpSS6BPFe3NPeKlJX14gfKayKXI128Snzf0+0PitaM9yFBCEv/uIwCyZyKAGGYTyGJcHofW4KNnREIikhRfpPgihnkZ8GxFij2YIJREGAN1jzMWm4f8P1abYN7emeCNRrQddlHCYo2YTYKtW4QkCN82IGQQoVQ1vuvx29XDbWfxobYtzi2g+e0/8cYv6hb10+tjcil/EfVxEwV+nud8tsh9zFovNnz7H313G7FjIYqQWuOdC6M1KbepwGI7aguIH5FEwV8zGeNWm7Dz63vE4S7+0sDOOFxQ82Xo9acxPoleDb6lVuEx3mEjidYJrGqk8fjJGHF8Ca5GziOIUor3LpBC0s8KsudrqqoleTjH3D7C7Y1RZY/ZG+Fu7CGMQZ/32MMRTkkYj5l+e8X8GzN8qjHjlPhwhhegKocdOC5/4wYAxfOO0ftrunyMuliiNi3rN/cYdZLmSoKXkEkQsqebRKjKop3AxQEInB13qKrDJDFJJbCxgLqmuzIOJ+Oyw+9FCO+Q1iNijR3l6N4TNeAzTTt0pBc1djSEbYZenwuSCwtlg9eCZi9BbQzJ0xXjby3oh8FXaGNFftLRa4sXnuLhEgYD1lc1yAJjI0zqae4OGH/7DCclsnFESmCu76IaQ7JquHx7yPSbpwxMQrubUeeewbMOLsFqiFYNm5sF6cJR3x6TPphjDkc432Njiax6/CSmn0jSxwuirsOMZoEvWjvS+3PcbMD510dIpxCdxQ4SlIkQjUGXDelH59R3ZnR7CX7ocRKS4wpUjOzBFIrkwQnKKdo3D7n86h5eeqI1jO5XpJc9NB26NPSZoDiXiA6au7v0I0XUCmoJNoHVW1NsIVCtYfjI4o0ne/eU+kqKKwq6dAsbQOB7j6rBm57suGdzd8h6t0XGGap2qNqgVER7JQtQoIOY4kEJAlTtGCw6pPG4wx3U2QKZZ3S5Rj89gSt7+K4NyK40xgmBzyNkEuMTiW165JMT7GtXUW2HjRROK5QQ+EgiLhaIxoZrdXeC32wQdYffHSPPLX42QeY5vu/CTF2rYAZvW/zCI/IsQBy0xrcd29Xw1cL245CId37lE17kENtdx/9/1WeL3MesfJhxdGef5/dPg0jEupDgrVVQXqkt1qsIsTreGPxmHdBBcYSIc8RkiLcuKDOrNpzUHh0j4ghGQ5AC6TzOgR3niEuD7Ay+asAa7EGBrCoU4GKNOK9glCNXDdI6mrtTinfPcEWKLTTtXobsOjZ/5k30piepOkS1Ql1I7I0ZMk6wUWix2EJh5xXlOzO6sQQFxTGYSaC1FJceVznKiUHUPZtrKTYeonqP1hnpSQlFSbJWxKc1/W6KXNf0aYxNFYNvPsN7h7k9Q1wa+qmmGfW4YYxrDTYF/eSCbidFRhH9NGF8vyN/vMY2JfWtGc2VGKwjO+npppryaoS+iHC5Ri16fKIor0ryhxXj4wqnBfHS0A4F8WVFnwpW70wZXnhM6vHCY32PURCvHbQbxqVmc2sQJPrvX1LdnbJ+cwxCks0dtvJYaZDOsXyjQNQV5RszSCLkvETpBAYKHKQvKsq7IyTQTxzUPQJF9OSS9Z/YR324ApeQPi7pd2LacWjDJReWrhBE69B+Wx9qpBW4BOw4QpkdGmfZ3ElIzhTdV18nJaWVHtFZ8rlHEFLBjfPEC8fyT95g8i+eoQyQCaJ1jxcOLyTL1we0u5rBc0d+YkhO17g8DhSbztHthtnz7LcvqfczOpFR3K+oDxJU7Tj/t2+jFjXJymFXPcN/c4qZJIi7++hW0GeS5voQFwmUTZj+q2O8ktR3Z7jDnH4UI4whe17iV0tElaIfnkPV4KcDmi9dIx0kqE2L/ugJ7p1bkCVEHz6nvbtPnBe4TYnPk9BK7B1OC9gZ4lKNNGD3i7AJbSz6xTxcvwdTuFgHhux8E3iiVRMM322HWy6DctJYhFRIpcLoQSrcpoQkCac878P4YptYsF3xQAiKScEbX/tYXbY/nvqUneR+EfX/Uz65l5LVHzMp/pGXUoq/8O/92dDTty78cksRFq3ObDPZ2tDWcC60KZVCZikiTcPXrEXEGhZLfNtiV2vEoECkSWBejgtcFgdaSZ7gbh9iDqeItke0lmhjMNdn2DwK2hcZLAVmnBLPOwb/9CP0xQa1KInfe4Y8XwekWG/BiSDtvrLL5gt7tFfzsMErYrq4J3teEtWWaNkinSC+8JhMUk4FnF6C83TSYDNJ8bRk9//xGL9Y4gWs76Q0b+7SXi0wpqXdDaceezBEtT3JaUV3dx9zcw9VOrLvPiN6fEF03qBqi01B9NB/9XUYDchPaqY/qOgzwdkvTTE3D4hXHcm7z3GRJ6o82ZkBD5s3pnSzmPXnxtRjSC8cehlEAIuv7GB2CpLvPkM9PmP19WtkL2rsZkk7k2yux9hJxOWfmKA82FzTDRUmssxvgTCW8npCt5sR1xJVm1f/Ft1OwuCDDfFGoCuH7zrsKCZ+vkKdl9S7EpdIvIb4rCG5bHE4RKxZfnUf5y1qZehnMTJPEU2HHQ9gXIQQ3F7Qqf8ve3/WbFt2pudhz2hmP1e7+9M3eRKZiUQWuiqCKBY7SZYlyo6QLFI3vpSC/gGmTf8CyfYPoMOUb+SwIkyZtiVZlhjsqmEVCygUugSyP323+7262Y/GF2NnoqpUxUKCKCBJ44vYcXKts/deK06uOcYc3/e+z2swOyPiJmzC0w8a8mcDwoMbxYw+GsiP+iDa2ZLM7huKU3CZpL6a4I0l/8ZDbLWmeGnp3jigHluiTuBHOcNeSj9ViM5QfHRJ5h8MzZWMxRsFLgajDarqQAS6j9cq3MBhMWOob+eYSchQc5miuZ7hRuEzr07WFO+eQpZiY0f6ZEV5f835F6es744wkcOkErnaYJuKdr+g20rpIkP1F+5gd0q6qyPoBvr9knonY/0//yWqV6bYLKL50k3MOKbPwrYiHbhEI58eETmJFhHqcAFRhDrdIHuLMC4EFo8yGMJ17LfHsDsJ1+DFGmcMSIUclYgh5D9eAiDxUoWorTQJz6nQhnVt+6OYnY9PdN5TLWrapv+zWJI+Xf2Uo3b+VahPvckJIf6WEOKv/jHP/4+e+1nWzyqkz3vPt//R2/BxYKJ3YZ52+SUuSSgo9Uk/XkTRpQ8ufPm6DbBXpaAfkEWGyALk1UcK0fTITQM6wqUR8vl5aK/kKUxKRN3jrUUagUAhtsbYgznuyhZ+MMg0ob82p7s5Z7g6ob43RbQDsh5wqUScr2gzj6w6yvcuUO8+xcaC6k7B5kYaiChaITuH6nxYOJKI9Rf3WHy+IHISJyTV63vYnRFyMCjjyY8sw0hjYnCZpnivIl4a9KrHIzCZQp9siE5r7Dhh+Utz6ltjxs8tsrPEm7ARxI/OyH/9A+zj57S2QnpB+aRFLDeIsw3CC7xW9JMA/vUyLGxy01N+4yXZcci/c1sFZqekeDnQziSrv3SH6lfv4BlwWRD8+DgiOWqIK8ns9zZ0cZiptTuafkvj8pjTv3CF8knP6PmAUT3tToKZZZhZRvasot6N6K6WRBcdIknox5qzX97m/EtTnJS4NEj4NzdTVrcLzDxGPTtBdo70wnP2q/PwOehBGYmn5+wrBS4SbPYVbhSHNrWGZi/m9NUUkwryw47seUiIV73DO8f0gw7rDDaG+L1D4sMKWyj6G3P8VrCKKBtESdnbLxHnS6LNZWhuHuHGGdqArBriww3ee7IPz5n99nPSFwPFsx5i8KWGSCCfnTKUmtn9gZ3fWbHzu0t0G+Oso7s2oj/IWb+Ws7qbs3o1wUWSfjsN0O1I4icZygpkb1CdIzvsYFWT9JJkiEh+9z7d3R3sOCH+5gPil2uyhUVvLPJsTfTd++FklihsppBRAp2FkyWMc9rdHJNrvAwwg6hxOCVDW1xKJAqxvsxwfH5yqYwMafDi0gfrP/a7RRHOhFSP4I0lCMyGS8xfb34EaBaXYGbxycLB+9/44Ke9HH26+imZwf9Vq0+9yV3Sov+2EOI//iN/dSGE+AdCiPFP56196vrUIX0/Sf3wt9/n7d985/KRD6e1SxKI4/ImSKnQeox0iNUZhqDKgss0AoJKEEKm3MfRO1IgrEMArszwWYS+f4jTHlc3weujBEPsSc5biBTCgVXQT0IC9nBjjr0RTL+6tShiJo864vOW4lmFNI7ulZ0wk5sXDLMC+8oVyg8WzL55AoNDn67J3zlGDOC9wePwQpCsLKJ1XLwS0V2L6adhyK/yCerxOdHjM6obCqckw/4YHYek6ahTDFNN+Z1niE2NbAey04Fhv0QpzTDNGDKBjRxeWDg8of7VO1z8O7dY/IUDhtSyeDULiKcrYySK5NkGF0m6scMlAi8cxQJs5DFxmIN2pUAeX3DyKynVVY2ZxxQPlshVg8gy6jcPiM56Nq+U9NMozDCvb7G+W1I87YiWnnjpyU+DolU3lm4vCGH6xNHnsL6To7wiPxwYdjLkpgMbfqabK1b3ImwkyD66CDizBLSVDLsTknNDUhE2cOcxmSA57XFpzOy3TolaKJ62yHWHkx4zifAK3EgTrQztLEL0hiG1nHy15OxXRgy0xJUlOu/Jnqwp318yetTRH+Tkj9ZwtiD+5of0WxHV9Yj27pShkDRzCUrS5wpxsiB+co7adIy++YLq9S3O/917tFsRplAc/VqQTfqmZ/mXrjP/5jnyeElfaJZfnCOdpbmdcfGVEpoB6UL6dvndM/qxQK87emWxeYxJJNmpIa6h2c9QVpJe9NT7WQAzz0dEi474288wX76DuKjw1Yb0t94jfr6Gg12oatLHS6Ljin6e4mPBcHsLrzTJRycIHTHc2kX0QxBMCYkewEuF1xK0DAZwqZC9C+HGu9vhenUBmSemY0QSI8siBBt3XUB+OR9mdS7YCIQHoWS4loUMNiMlUYniyis/52Rwgrryx/n616k+9UzuchP7NmFT+yTywHv/HSHEd4C/C/xHP923+ae+p08d0veT1pt/4TWUVljjwgnNXQ6XnUMqGcDKzgV6gguSYXFJJ3d4hAOSBHdyFgCvx2eI8QisDy3OYQgqr/wypmdSorXGxxp/fAYn58SbBvvaTZACG2u8FEgLvm6Jnp3itye4cYJatGgpEdaDgz4TiKMlSgvizcBqHhGdroleNKy+sEP+tCIaHM29HUQ1UDxoqO8k0HjkooFFw3BQ4KIYuXF0M8kQebq9gvIHz9AG8isl+cMLpI9wicTuFlTzGDNJWP7yFew4ITu19CMREs6NYaAn+2BNtx2THa1Z/TtvhETlTKBqQzePwYPJoDsY08cJQkfEa0/x7gUuS9h8rkBaRX9rn2iQwaO1aBAvT4mOZvg8IX3Z4KUgaST5aY15ZURy3pKsBvR5g+wd9fWM6CK0fifvV+gehnlCd1AwJMHknxwODNs50XmPKyKi3tJNwHtJ8axGNobFW2NUa8lOQmvXpyn9NCZ/aVC1YdjKsJEnWfTo5xXdQU67JVGjKCRQ5IF1qusBG3viRU9y3jNcnGN3c0QxwiawuZmBVGTPe1ymqe/MKF60RE/Pab58k347YcggPusYpgnkBbZz7P5f32b9K9cYCkHkQQ6OqHZEg2XYGmGzBK88539+yvzdgbawdDcyVGUZv99DHGj9dhxz9jWNXnt8FoGD7PmG0bueYaopTi39jqM8cqjjJSJNyV/01LdH6MbhUskQW4ZCkbyscLEK4PKtGHHekrxYIYSiPZjQlR5FhzQC9mb0d7bQ5waFor+SIjtHtGwBSfRsEboqJoC1k+NT+tevE28GfJ7iugGhBGJVBTP3ugpzPBdCUEUS7D2+CRFOzntEloW2ZazxZgg5kkKH61bZcHObpXhrQ6SWUmGTc467b91lfjD7aS9Hn77+NdvAfpz6SWZy/5hAqP77wMM/cqL7Pf4MNpYfo/6FIX0/7Rd77Wv3AMJGBkFleemJ8W17+TnyoXURRaEFMgywWOE36xAQWTfhrtB7/GIVNkpzeQEVGU4EFh5SYNoGm6jwu25dZXjrDrIdsGWM2S5QlzJpWXUIXMiZM2GWZIqIIQYzy7HbBaq3DNrQ3hgz/mANOqW9tx0AyndG+L7D5ZrlmyVm7Jl++xxRtbgyonxaMf39c0bvr0gXYWHsc0vy6Izh1jYc7BD7GPXwjG43pX59C9VJnBRM3ukQUUS/pWjnCt8ZcIKohtWXplRf2CepFYt/4zZ46GOPaj2qh/QiWBusFrSlY/I7z8l/cEj29iHl+xckjy4onhjE2ZLsosfikAZUC93+iPzYs/NPj4iOW7pbW7TbOYe/XBC9WGLGMQbH2a9scfbnd+nmElPKsLltpTgN1hr6kaC6kVDfDGnksrf0uzHdXLG5HqgqqrVUN3M2N1Pii4HseCA5NdhM0+3mqMbRbMnQMnMwjDTDRFHfHRNtPCKSNFcKZA9SRljl0V5S3Rpx8fmSZjvC7U2In6+Rg8fkYQGVCNIzS3pqUK2hup5Tf34XF0N00aMrx/xbp9QzMK6lfWuf6stXifuY6XeWlD84w8UiKB2NZNjO6O6MiY9qhIEhlxQfnpN8tMAWiuq6pvjeC4qnFdlhz85/8UOiswanBdnxgFzXjN4+ZvTM0OeC8TuLgHJ77YBuP2WYxhjlkYOgfGHoxjGbmylukrN+awuTeqJeoaRm/eeu0x8UuGnB7NefED9bUf3KDZq3ruJjhT9bIp1AGofqTAAuA7QDvDiGpoMyw9zeJ+48vh9w/YD04CMNw4BLI0iCyMTbgMvjMnKHnRliPIZuwJ8t8G17KZoUiCJHjkeIcYnI0iBEcy7g/LIsnPJsYIl99N1HVMvqp70Ufer6rJ3k/piO4E+9fpJN7i7Bpc7lRif+wBu9Q0hu/VnX9I957g+G9P2huhSmfEsI8a2Tk5NP/WIHt3Y/kQqHPy6zoy5Brr7vcZd3gL7tcKfnYQNTCvIc+gExKoOXbjqGUQGzMexvw3iEP71APj1C3n+Bf/AM0fd4fem9q1qkVMHzc7HBeRva6FHIgXOTAqscpoxxdY0vYtTpGlNoRNWjFw0qKZBJjvQRaStJH14w/62XCAfdQYmNPflhH8gSY4VoHJOPGtb3Jmze2COyCeWRYf7rR0x//xjWFcmHJ3RlaNuYX30dDDQzaG8mmIni5MsJyWJg+xsb4rVj2E0Q7UC6CCQT2Riq1+fo5cD0Gy/IXlR0M0FzoGm2oDy2RJXHlprF169QfW6fi1/dp3pzD9YV8cMTumtTlvdSkJ5urlGPj1HnFTiDEhHLX5lRfniB6Htm3z0nfe+Q9NEF7fWMfluiG4taGKrrmtW1CJuCl7B8Mwt390D2wqEbx+TdBa43DAXQGuKVxXtLcyXG5gqvBeMHNaJzwSpxZtArQ34K3UQy7CZIFF5AembRXpG/MJgc7Dilm6asbyesrsYoG9pf+qwmOm3Ag50kmNgyefuM+Kwnbjx9ajGjiPTZJrRMH6zInq7Jzizr12aM3jmn/M4LmhFs7k6obkasXx/R7aToVtCW0OYwjD1DCtXrWxTHErGqseOI5t6E8fsV8cJw/FeuYrZSkpOB9i9+Dp2NSD+4IKk8drukfW2fYRIx5CrcjBUK4QXZo00Q5axbVGNoZ4rRy46d3zjBu0DHMbFCv1iizzaYVNPcmNKONbaM8Ve3iY9r9ODRXuMSRZeBkIp+ntIVEtn2qLLAXd3BXNtG1j368TGi7hFPj1CnK8woAa1ws3HodAgRDOD9EDamURlYle0A+CAKm4wQSYK4xPjRtvgq8Ej9cEk2GUxoZV4KTj5mW0aJZnW2/tRrzU+9PnszuZ/6SOmP1k+yyf1t/kA78tKt/vFG5733/6uf1pv7FLXgxw/p45KW/VXv/Vd3dnY+9Yv9zn/ze+HY7xz+49yoS1Cztw66DjUqw8nO2suTnIUsQ45GiK15GE4ridiaBuVl24eYj/Nl2PQ+dwuRZ4i9OTIvkOsGygSxXCOfnCKWFZFTRGcN3d1tJIp4MSCMR6wanB0QSYY4r5DLDXJVB9zYKL1sTVlE1WLbDfKsotvNkK0h6jz6ZEP5zgnZs4ZsyDE7GcubEdoIhrlg8WqKP1sQ1476a3dhdxdzawe/NQ6mcG8x2xm6l2RPa6IXNfFpx8XnUrpZhE0U+aEjX8DxW5r0pKN40ZE92pC/fcTiy3tYHYH1lyR3BydnEAk8BjvJUUjKoyDGGG5MEFqFMNYzh4kt8UcLmi9fpfnKTdqrOavrMbLz1DdK4kGhXUL9y7dp7m4Rrzzb326Y/XBNsvSIAWRrSJ5v6GcJ8TKkk5cPGmwE9W7M4pURUnpka5i9veDsyxlunJI/7UjPPN44bCrRq45hJKkONKbUeGMxKTgcJnJsbsR0uzEXn0toJ2AyT/qyRlcDNpUMpaDZhuioZYgd7dWS9lfukP7gBaQxy68eMCSei9dSuoOUdktgtlLS847mWomyYJVBtY76tW02X7vNMJO4AjbXY4RxtLuSyT94FzNWuJEgf9yw8/98n8k//pD0hy/ptiOGImLndxcIB2rjkFJSPO8ws4h2OyH+3mMSF3N+yzMMFfrxEeOHDRKJ7gTxyzXV2NLu52As5XsL0vcPMQycvFUiNhXpu0fkhx3Kesx2Rr9bkL6o8M6Sr6DbL2jS0D7WRwuiRYde1Mh1C71Frhpk29NNYowb6K6OMdOMYRTjb1/FxRH+YBtxeoE4vkA2PbIsAgVGgbtYhPBT73H3H0OahLk6gUv5sT3AQ0gO+ZiAIiUyDqkExNGleyCorj8WnnRVx3vf+OhTrzU/1fpxlZU/25bmV4QQ//c/Sy3Hp57Jee//z0KI3xNCjL33q8vn/q4Q4j8hbH4/diz5T7E+TUjfv1SdPDujXtbhwWW/HU+4k/MeWeQBSdX1iEu1pRoV2PUm8O2sgcEiyhx3sYDlOlBStudhRrdcw942wjgockg1bl3h80m4g98e4UYZPtHoZwtU6/GrHukItyxaI7JAgI8aj1xvEGVBshxYX5UUJxrpBK1rSJ+dY25t4ycZ+dMKqyvoB9LWYlMFUmOUp3jR0uxFqPMG+oTyUcfZ1+dIKxg9sWQPjvBlgWsahus5/VyRnjuy98+ILmrc9pw2j7AOum1F/qLFFBHxScPUKIYyIq4kw0iQ3+/YTD12nJKd+cCwXA74NIZFTXH/nPqX9hGtZbA95W99wOlffxPtIqbfOkcIydnXp+T/nwfUn9/Begcuo71eIjzYcUZ2OtBeKaivxJgU5t9viM42DNrjI8hfdGQLEW5OEkX+sqMvFOWTBpvGqHUV8GFLRXYcs743JVpa6j0NSiM7x/jDPpjWX5zRTgIkQA3gI4voPXHjkF6ySiXNTOJSSfLSEJ9JNtci8lNH9qSBridbpMSVZ/PqFsmZRV00nP/aVcTg0BuHTyJ0AzhLdjLgHcjewFizfm2LZuxQc0e3HVE87dCVxUWK4oMGqRXRRuD255cxQp5e9MRFBL90G6UV42OoU0t1Ixjo9bImedmwPohQSISzVF/ch8Gx9cOB6FmLODqjue7CTce9KwzjkvqWQFcDsje0nzvAa0Gzr9j9rSUqzenmimFHknznMaqB4c+9gnAWPYC0guq1beKFxcZBSeuqHqcVsZHIkwbjOvrbc1h3CDGQfPM+0jncfIIfLvBpFjBeWoe8woM54myBtA6/N4duQOoId3oWWo0fX99tF/60FlYrfBwjJ2N80wQe7GWbErgEOBOU1lIFEbZzFOOcX/sPv/bTXIp+svrszeT+uvf+7wsh/hMhhPfe/+c/7Rf4iczg3vvv/DHP/V0hxAMhxH/qvf/f/cu/tU/1fr4thFj8kaf/pJC+f6naubbFZHfC8nh1Ga3jQ/yLCPBW3/dhAK00xBFSSmzXBZJ/muDWa6iaoNiSErGzha+b0Pa4ugvjArmuQ6CoFlBOkSqC3uFOLhBKo5IMt1gxTDKUE6jnF7hpijxdI+oOMR2jljFGWMxBiThtQ2Drsmb92ox07Sm+8YR+K6ObaLQcYxJNVBm81vRNSEPIXza4kWcQA+pZjWhatr61Bq2Y/mBNfWdCeX9JdWuLtFPQdSQXDtX25G+fcvGVLZzytK8V5A82tPMSk4H3Dt0FAocYPLO3l5x/aYIcYPNrtxHWBYzX4PHe0O3mbF7JiU89/e0EZRTl7z6k3x9x9r/8Ev2WJrtvaG+G93Pw/z3BKUX/6g76+SokREcCoyyqGog2A8dfKhk96dGxQjjHMMlweYTwYMoId7gM6tPEkx91yLrHO0V2anA6xsaexecnFM97VGvxQhBtQmtKIelmEdKAn6TotSU+aWlvliAESihsbHBuYPqB5fStAmIoH1WUJw65bljfKUmeXiDage7N69TXFPVVRbS0JE6SXli6kaOfxoweNGxuxOQPNpjdArm2rO8U4XVPN6yvF1gbkyyg20kRzqF60FZgSk1TQrO7g08E6Tn012Y0KkVFmrb0pEtBvDC4nZTsfkWyMnSlxuYKPViyD89ZvzbBTFJs59Bum82bW3RTRXbmcUVEnxi2vxXABy//+m3SJzXlEWx9KJAPnrP51deR50tGDxvWX78HUpKcG+w4Idp4/FAz/t1j1m/tI5AhzXsdFMlGexAD0ekaNctRMsbsZohFh2w6+msz9Hc+Qh3sQ5bh0xgxWPy0DKItJ0KqR2/CjeX2HFbrsFEt1uE56/CrFcQRosg+EaSISwA7Wv3o9Gb9ZbiqC9xKAdWiYnmyYvf69k97SfpU9VlTTl6OvD7ePyZCiL8F/EPv/Xd/Wq/xUzWDe+//8c96g/sD9WcZ0veHqq07wrEqkA38EIIVvXPBF5ckgZrQ94FQDogowi1XQXasNX65DpBmednRuLoX2psSfH7J3tOXXrs0DobyvAgX4sUaX+YhSkRK7O0dbBZh5yXMJnQHJdEHzxFJjI8VJtWcfz1wB10ssNUGE0tsrCn6hHY/ZRjHDF0NT17ApsbNR2xulDTbMSCQWYad5cgkZXO3ZHO1QK96unmCSzWcXmBjjV73OONY/PIcN4ogzZDrgfp6iqx6dv7RM8YfrtEnG9qZpr2Ss7waUV9RDLKjH0tkJ5BIZDXQZxLZezAE/mWhSY8GzGvXYXeGQCIHh4nCbLS+PuLsL+zQff4K0UmLG2eIwWIiSzdVtLuhvTZ5HKge8cZjE4mZpfhIEh9WTD5qMLOSYSwhEbS3xpib20gZkZ52uEjRXisonnf0paR4WpM/bxjGAuUFDs8wixEI4o1l/NTgJznlg47x908xYoBuQG0M6YNz9n79hP3fWuNdiGfx1pC+bBj2RtSvzmjHlqjxjN/r6UaSfqLpZxFeaOKVx2Wa6KiDNEOtHDKOkYOg38kZRjHlo56o9jjtiVcO2YQ28DBN6CeCfi6QtSV+WeFcR/GkxecRne5J1gJ9ViGimHhpafYSzt8q8doTrw22rrCRYCgCzi57ssG4nmTlyM88poyILnp8ojClZphE6A1ENeiLGn96yul/+Brq8Uu8HRgSid5YLJYhFdgsYn0vQ3QWH0UhxWAQOOmRswliVBAf19i9MVJK4idnAU12ViOzlO61q3ih8HdvIJGIoVrM5AAA6KxJREFU8yWq7gNVaNXAuMBFKlzD4xwfqZASYoOxP8QABb+bQCDyHOoWmiYYwdXlEtoPYdNTwRBP3/8oT+7SLuTcZ2CH+ey1K3/01rxfXlrUhBDif/0ntTCFEH/n0/zef22wXp8ipO9fusxg+KTZrhSffCq8vzR499jWQ9uiyjLEengQKkjmRZ6FVsfFEtF2+Cs7Ib9qVYXHaYyUKuTTLTYIa3F9BzeuIBR460Ne3SjHX6zQhxVmf4Lbn+LOW3yqsTf3kEjUeYVwnvjM4KKYeOMYdnOau68SPVujqo5hOkV0Hnd7hnAgX5zSvOGpb+VkL3viNMVLSaRzFgeKbksz/sEFauVQmxY3m+GGHpEntFuaZGHZXItRFx3RcYWQmmZfM/vmGQ7B+pUp6QeHpK7H7c3QpMh3Ota3S5KlDx6mxiK9IF961MXA7NsVi18aM/mNI4r3TrC3r+JiyFtLPklx3pO8+5Tu1X2yI4vLE6LO05ceCoHJJcnag1S4OIS+XryekawFxbMF6ryluVHSXsmJFwPZaYcfBCLWxMd9SMyWLc3dEhLJ5IMaZaGZS/pCk6yhXVn8pqdcSZodDd5iyxS97pEThR1plm/N6eYafxATVYDSRKuBfpZCYpDGQ5KgvCLdSDiq8f/sIaf/0Zuka0VUWWTnUY1l/s+fs35ji/TdE8TNLYS0WC0YSk80KIwZaA9SZGfJHqzprgRjdHY80MQSEzuEU+SPO8r3zvBpihSOxQ1ob2XsfhfamaLfzum2FTaTASIuIaJD6BhTRvTTjMk3XlJ99Rr1lYT0tGd9IwELLlNY3VO+fY4Xlm6vIP2oRgpFM9ckD5eU3z9Dn9Zsvn4LMUTE5y2i6hA+QMsdY/rdAuk86fMK7x3qBw/x13eo3tglfV5hJjH1L12DRKM/OKS/s4P8/UPU0QlxVoRIq1GBG2VISwgwVhJpPfKiCnivJIIhpCy48SikfW/NgpikbQN4eVNfboI2nOYmY9zJaejKxFHQbVxCmgMR6XJ18J7f+x++w//sb/5P/iyWpB+/PgP77J9Wl53C7wgh/s5lh+4PRqpvAX+D/3/Nk/sxQ/r+perp+8+x3aWSSulPgAb4YCEQQuCsDb15JXHOIZUOdgDnEHEc6BZJCr7l4xBVmg6RJaGdX6S4w1O4dhDuCpsWqVQITjUOvzPG5zE+U8h1hOwN8VmD63zAd3mJn+ZwVkGZMEQKAUzurxgySfr2A5ovhpmOmUzIP1zRlo5+b0x8fQs/SukLg00V6zdy1DfPEVGCzTQuF0TLluJRBSrC4sjaCBdJst94F/tXXgMh2f5uwzDSVF/YIbkY2H6no9udED8+R9UdzfUJ7Z0JxdPQSi2PDcOWIV4L5OkauVhTffka+dMNSia0V0vURYcYj9n8coIoC5CK+LRBLXvqLY0tFCQa2XtkM5AuDKKP0MsuCB60xjHgIo0DdCvIHq/pxxHaBUFI+nRN5CLcKEEMA/XdhORlRfJgwen/9Abj9yoQPSaHAYVwAjNOMJOYqPGMng24Iqb49gvcpCBqPc4a4kzQ7mZoq3Erj7eG8aMN3cGI9LBGna2wZYxsLbbQeCHQh+es39giO8vIn9ZUr5SoVhA3EG0c/fUp8fGG9RfmtFdL5h8MqKMFkjF61eG7C4atgtHxgPASaSSbe1lgY24GzF6MXns0Md3emHbiSc8G0n5E8mFHO5LBOI9EiBjvPfN/+oh+f0y7l7PZz8FDVDsSWeIebjB7I0zh6McqCIeUpx1r4kYw/uGCdOUhijj++oTkfGDYSdErS1NEJC9rzG4BrqHdK5i8v8KOM4r3zzCFRB9WiN3p5SYVIZsBvRzop3GYZ8dhHiosxI+C3szfu449W6EuFgzbOX42Rvlw80eiwIBPNEIm4cZzUuKNQ3Y93pgQf9W0l/PZGJTErzYBA+YcrFZh1u49rm4/gT6EUQbBRwsgBF/7a1/5s16e/oUlPCGW6DNelye4/z1BefmASzvYZU35RTL4n21dvXfAF//qm3z3n/yAQDzxgAiUBO8D7UcKyLNwEqsb/GWIIsMQFufWhM1rNgnSdCGgzOHkAm8Mbn+GZOtSqixx4yKIWB69CHQUF/BZ0WmNfHGK3Z8RLTtMU2P2C+KNZX0zQ02igBqKI6hbBmGQrYTJiLgWLL60S7YQJP2AtQ7rYUgE8fmKfCORr8ywowybx5Q/PMJOcqYPepxSuGGgOUjYvLqHQhMlewxXZwyTiOk7K6KNYfWrc6KTivxoYH0lYvy9M4hjurEi3kC6DKdbhoHl7YQhkZhcULYJw+44IMFO1pBbhp0RfoDsnWPqt64Sry0m8VTXUrIzw1BI/L2DcNPhLbERLG5naCuRJzXxxrC5GYOPiR6uKRYDy9dG9PMIgWT56pTo+TnRyxWRTFldzUlPDPlvnQWA9VyRPO8CosxabCqxqcfsjRDtgGp6kqOaQTuquWZ8COtXC+JaUDxp8KOM5KInPmlIE428WGN3ppRPWrpZQvWFMcWDCjPTrG/GZI82VPd2ESJiuDJh+mFLsvFEnaQfa4ZpjI8Eg9AM0xTZSwbfIvbHuFTjjEfZjGFacnEzQreC8siSnXlsrGinElk7XCToI0spU7z15E/XtHczqFuaO2OG/RyvJcmLjtmHLXLTs/rqNlF1SW+pLE5CfSOnup4yemLoSkn2ZE3Uavq9jG4U0U23aHuBnRfo845k4yHSTP/7d1j82k2GnZzRww6kxB5MyE8buisTkAJVJOANcipxSFTbs/jLr1J+sEQh6LdTRk87rOux44Th3h5R47D7c8SqRq4qkBL99Bx/sgmsVusQt6/A4HB5ijo+D23Ik3PE9lZQSTsflM6bKlgM8hzfD+F6UgphbRCNfRySKmWYfQ/D5VxeBi+tgCjSjOblz3fxgs/8Se5Spf/xYeWvfzyz+yPf83/6NL/zF5vcpywpJfe+cpfv/tMf8klW1CUpASnw3uHbntDBTwPDrmkDHaEsQo/+8gJxwyUP7+UJYmsa2h3TEjl4JBp/tsQJj58UQREWxTitoB3QJxvE0QJZtfjWYGOJ3ZvQ5wp6h9wM+FSjz1qGXUFxaiFNUYOne/0aybML8hcdMoqxtkcOkqgBY1uSKCbrBNbEIXctj7FX5nSZAx+R1oru6hSbSSYvPDYaaPZT5KlCbXqiFwu6VDB+mCFPNjS3plhp8EohnEdXDgbLkEB0OhBVFp8KspVjfSDoSw2JQDUKv7/LZg+cMez+9hHNTIUW0+DJzhtUrdjcDLMUE3lsDJMfDhghINLUc09XThBCkn+0xs0Smv0E8oTJ/YZhEgdVIZaoVWgZ014bozvQFw317TFCSpqRpXi8YXUrJTs2DFs5at1htcNua4ofnhMtBoYiIju3RLUle1ajCInbRkN2VqMag5QSk2mGicRtLP1UE1WOyErEaUvcaVztkG1POwun/34vJj3rcImiOkiZfP8C6T2519inK5ZvjCCJiI5qlq9NsAcZoo9Ij0FvWpJW4JKIZk+jeh9apNsRqvOYQmIugnjGJtAcpHiZkp0aVA3NnidrJNHhCjsuSBZgtaA4Aqcl8bsvkT1wM6crITl31FdymlTiI4m0IDqHfnZB3Cua/QQnwSvJ4teu4ZVCdYLVviQ7ukAWI5wx2EIhnaTeCrE9XitcEtF1EUTh1B4fbogWQ9jEVhtsqkLCQtUjnEWcrxBSw0hjr23htUK99yQoJt97BLvbqEvgMneuweFp6Lr0PUxHgVCUpoF+0nd475BZilssP7EXIATeWEQchxZnHFIykOJyvGDZv7NLmic/p1XrR/VZE54IIW557x8JIb5IoGV9Bfg//CmZcZ9Ka/GLTe4nqP/+//JP+BGg+ZJv4lwYVgsRojcuY3aEUmEml+dBiIII6J8oQswniH7APnkOp4ugrBQKv6rwVYMoctis8MUWsurxdY3Igq9O9haxavD3biDrFt/3xPePSZ8luDIlbjP6qCP2mujcMcwT5KbHF5p+rrFDgc80+rylzwWi7ZBHNeuv7JA937DeTyGWCAfxaYcaBIwUQ6SoP1cwxJ743KLXEpM6ysc9PtXIuqXeiolXLVZKzv/yPunDDdpG9AcjzFYR5krCkZ10mEkMkUU9OMZHgtLMSX/nfTZfu0l/bYKsIT+DZqI5+4vXwuxjCEST6nqG2gyUTzp6NaAvWppf2sMrj50kSOPITxzJoyX9fhGo+y82uL0RtpD0tWJIHXGviVpB3CqGeQYmiFG8c6SP15grE9Le4fOU5DzMlZQHO00ZPbOs9i3DOEI8a3DbU1ysWX15n2Rhkc/P6G9vYXJJd2NKIz3p4wXVq3P6mUJXjvJFj2yD8rPeyRCxRGZjmlLgMIx/8zHD115ndU/hVMiX626MiY82yLVBOMvW7xzTxZahSEgbQWs7omrAK01Eiol6upmgfPsMO06xmWL0sCdqXBC85BHRe8eIqsMp0K2nHUmUE2SHPVZIhjt7DLkgWhmUCMKr6HSJzSPa2wV6ZRk9t6xuZthc4mOBMJ70ozO0S5CdpUkG6q0CO1Ps/Zfv4WYF7ZWSzRsTtv/r56j5FnViiFUKKEyhiJc94gyUk+AHoh8+I49i3HyMXSwR03HYcB48ReUSygKba6J3XyC6gf6Nm0TvP0Os86B2/sId5DJ0QdAChwqGbiGQ4zLQibIEKSW+qvFtF5iyebhpddYFs3jdhMdNE+wC1oC9ZF/KcIrz3oF3PH3vBavzDeOf92nuM7bJAf+VEOJbhNbkPwLueu8f/ot+4I9T9/+L6heb3E9Qf/7f+zL/8L/4jfBAXBo+lcQbh3AOoii0LoYhYIaq5pKIMiD2dgKb0jn86TnOOuT2DGSY23kpQgvTDLi6vrQhaLxvca/fRDYDYjDYMoVbe8imQ2oNqwq7P8WVodWkVjVp32PGCS7KobUoJxhKiY3A3J2i1h3NVkx7EAEjio82zL5X0dyYEjcW/bIhc4LqWoxqazZ3JggX2oxmS5C/c0R5NLB8Y4aRCldGoGLszW0wgSyfP+vodgp0bXBaIo1Dnm3wSYQbKfKPLpC9w52cs/76TexEIb90l/5ajosF7ZWI7GWPtJAddWx2JG6SMdSGaNGjjCA6r0m0xNUD3WlH0kqM6YiO1/S7E6JqoGt76DqiFqJ6yfkXZ6hxSlINiMNzxt9ZsPg372EnJdmxZXVXoS8K5CCIzluqu5riQpKsHZEw9KXCOUu06smKFOFguBb4A0PqEEZiRoL2S3OSwxab5cRHjmoK6t0nlKtdZJbT3ZziIgnWUd0ZI+sBox3lixZnNM1BxvKvvUZ6ZhiKBG0lYt2RrDwuSehHGtFbeH5GlBS0kww7tPhxjLdgI4V3gmEvxTtDFOd4Z1AfneKTCGkjpNLUmWB4dQsfQfGiI104+pEOeYTaBd/lSccwipBVj1MSUbXIxuJubyMzhd64kEI/87gIkqOKaGMYbszxG0v7b73C+N0V4nmLPeuRWUafxZT312T3V/S39qm3EpodTVdZ4pVB9Ba17NFO4kxH+vSM4dWryKNliI66EhIKolWPv7GP354Qn9S4SCG2Z1gJ4IMC2AbD+McMWasEsgupHRQFbrnGdwMiz6CqcU2L2NmCxRIxGwcIMwIRx+Eklyb4TR1AzFKAsWFzu/THemsuN5VwQ7w8Wf58N7nPJnz5KwSh4B/bmvyjJYT4XxAsBqsf9wX+tcqT+1nV7//jt3/0QIiwsQ0m4L2iKCQEX8btyDgOKd/WQp4FBt5gcMsVTMfIcRFQXqMszN0usUB2Pg6QZi/h+TEcnyO9hJOLIFIZLPL5aVBlVjXt1RHVnQndJMJd5tkhFf2NGQ5L+sERToA+rdBnDfq4onjvDJ8okpOB0bePMFuhnWp2EuTRBcbX2PNTVOdJWvAYshctJga0QBmPtR3lb3yA2NTolytka0lPKrwUdNHA6PsnyCFwAru9BCsM1c0cYQ1eK8w0xYxTLv7dV+mvjcH0RO8+pXjUkLyoiU860vunQXgThSgVURv82YLFGxnNXGIKDWWGnRZk5z3r6zHOGVQzoJYb1q9N0U7S3t5i/eoEM8kYP+th0yI6y/qrOzRfOCB/2RCfWURvSZ8PxC/X6N7Rl5LsSU03kgyFAnNJyBhFrK5rurFEn9aItqedxyTHHcWjFavrCiE0/dUJshrAOtKlY/jKPaJli+oMvq6Jnl5gs4jqeoLLEkQc01wdMcxTdOuIusuIJgX6vCfpJN6DHccYFToIbM+obpcMOzHaKMojR/FyoPjWM5qRDRSXQeIFRGtPREz+tMKnMd0sxswyxi8sQx5sLHUJ3VjS06LXhiEyGNcx+t4ZLg1WFITAzcowX7YeXTuqeWA+qt4Gm8HTDfHSkj9vcEqwejVndTelfNpgixiRaGym8JHH7OYw9MSNQC0aNjcSvAazP2KIfchBzKIwdx0XiLpDnq1QJzXOQ/1LB/TzGNPWl6HDDnG+Iaoc7vYV7NYYe3Ub6SWqDe1Fby1uuQnYvY8BDlyOFLoe2hbSNPhYvcev1pepIhHSE05tURS6M4IQngy4S9C6+DgpHM/3f+Od//Fi8rOuz56F4IH3fuvH2eDgE1/d3/g0L/CLTe4nqC/9lTcDDUEGZiVwifARYTMTl4+9x15G5GBd8NII8E0NbYs4X+JXG2g7wmVA8NXt7SB2ZsF42rYBMjsqEJsasa7DQni2QhYFQ6aCiu/liuS8Q9UDygLW0N+YQ28Q/RDIKt7Sb2f47YKklcjRmPK9Bfn7FxSP1qhNj2wHysct6niDalw4oeLppymj557ktEEMPVEF1VeucPwf3KN76zr5kw3ZB2dkz0IopVEDdpxgU8Xo28+RpyuGaUy7n2HymMVbYzbXYlb3CtS7D8k/XLD1/3oPUVmqP38X2RmyZ2vaLc3513fxRxfIzhAf1yTLgf7OnOJBE3LtbmSsdwU+j5F5xuijKhAybk8Dw1N6GCzWVOAc6nxDM/JUrxTIqiM7CsZgebrCKxgKicsVatUiHr5AnW2oXh3jLxO30+OavoTkRUs8xKjOM+zmVHua/NGSYSdn/dqU2W+8YPLPnxNtLNHKs7qTsr4dE704x04y6jtTlE7prgWBRfa4xdIHMksc8glHHy6JXtYkP3xJemHIn22QVYdJFbLq8FmELcLmqwaJPq5QLhiSVT2gRiX7/+QYBPS7EfK8oi8UIk4QkcZMU+Smx/Y90csLpo8MJle01+Mg7pml6E6QLj3d1RFmnqIXLdlhy+hFgFDHa0d5f0O1p/FKEVee4gSSPkFe2aUbCc6+WOK1wOYRo8c9LlZs7k3p9gvqGznLrx0QH1WkDxaIdqD8vWfMf/OQ5L1TZG+x22WYnZYJxhvW98bYVEOscZMUISB+URGftCih8E8PEY9fwrTAThLcOEW2BvnRs/D7Jmm4LjZVmKVrhZhNcdszfKTDqCBL8cYi5xPY3cbVTTilQRCUWXsZgBxubIUOyemBbGQD8u8T/bXga//ez1ddCXwWN7lPbF5CiFt/Fi/wi03uU5Zzjo++8yAoKCHcxSoVrAEiMO5kmuI2Fb7r8V0XTnBRSCIQcRQQYLNZQHCNRuHvnh8FP04a42dlOGUgkONRECocbNFfmyFeuRGCVbseO85weRaUXZEOfri3n2CKBBtrrL68K5UKM8kRixXdVoxoLVQdpm9QVUd7a4YZpUG1t1OgzjbUf/4O/au7bL56Bb3okGdL2u0I11TMfv0p2UcLrAZVOfp7u5z/23dxmWJzK6fZTxh9uMKUGrNTYrOIqPFEK4tqYfRwTf7uBbaQSDTLf/vz1K/v0B+MSA8r6qsx63tjLn5lF4Vk9GQgO+lRHx1ilMfMU9QAiYlJe4leDfSziNW9FGM6XKLpruTUN3NWXxjRzxLUYJl+84js8RI7LxEqCv8/pSf66AhhwU1H5CeGyeOO0Q8W+MUamha3NyU79aQPVkSLQKGff9ATG4FJBF6DE4LkzJAc1+jzmvzBiqiTiKIkPR8o7p9T/vMnxM8a3O4cn2jqucDVNdHGkD1e0W9J+p0Eh6WfKFyi8FIQrzrkKthHnCRYCOqB4v0z9LIl3ni6EoYMmmsZJpXEiw6rQpxRc2NK8XJg+m6H2cohkog0pbsyIX68IHtwhhtJFl/ZYyhjrPKkJxYnPeV7K7orBS4OydfVlQKvNVJEtFdHuN0pzgbkV3puyM5aZA8eQTsWrK4IbCJRHZcGa8MwUggL5bMG700Q6DQghaT+wj5Sadqv3IbtKWJ3hugtsjVoK7GjFPKM9GFgT4p1wxA7xJNDdNUTrQbc9gRfZEAQfbHcIJYNahFwfF445NPj0HkZj8K103bBKL6qwo2oAK7uB8O31rDaILoeOSoDfP1yHu8HE8YL1iGsRfDxje4fmNmLsFb89n/9ez/7BeuP1GcthcB7/7eFEF8UQpwD94UQVgjx7/+h9yzEf3BpDv87QojfI7Q4f+z6xUzuU9aT957z+IfPQOnLk1u44/bWfpL8zdCHNmaRgbEhlkMrfFEEs2mRgb6c2TkXiCZZgk+ScDFFCt92ULWQJri9Oa6MED54ruSjk5BucGuX9LRi2Bsjogh9vMbc3EFf1CEB+oPngVP55gH4OfHzJS4SqNMV+mTF6i/eIj7pkEgYFYyeNFQ3ctx+Bj4YjqNzD0XG0LZBAfh0yZBHgQgvBMQaaz2qtnSfO8Bnki7xDDsF+XdfEj9eMtzaInlwznAwIloOuGlOv6WJnjSQJUSnG/SxpX/jCulhjY/AZgI5OMbfPUWue+rbUyINfntEfNKSP1yGxXIyopl5nIT9/+4x9fWS6toEVVsoNTZWTB80kGWsfvU2Hs/shwuaLYnwEbauyI7W+CLBzYqA76paZKpACfzWFOMG+nFK9NSwemOb4v6KvpQIPNHLNe6gRNUDurJ0ByOk0PhSM2hF8tExDos2jvb1bcZPNvgyx49LRh+siRtPdT1niD3T336JGjzD7V30RYuIE4btEltq5DSh+MExatngpmN0F1Pf2abbilHnFjVAemowcsCOUpwWOB0jIoUaBhZ3EtJTi9449OBZX43QtWa4qjCLAtVL8rOBei9imGni83VAYO2M0LULfk/poHMQKWRtWV9N4NCE2eluRPmgBQHxSY00IHxC1EI9c2EOPNOMvrugvT3l/MsJ3lpU49j80h7x84p2lmAyQfntQ5iNWd1KiJeO/AcvkTrD7OS0NyYU75wFWlCe4M+XRI8vQmjxrAz+Nwlue4yKNGpV074+RdUGjk+wV3ZQSmNHGbLpEItVsOV4Lq0BIUCVdRUAzZsKihJf1QilwpzchQ5HuN5DwjixhiHE9Pi2D/OvKArXuAeE4PG7z3/ey9dnTngihJgQTnP/KcET9yvAf36ZTTojRLtNL799Afw97/2PbQSHX2xyn7qKcR7+w15G58AnrUmMReQx3hhUluL6AeF9uCiKPMzbCLlxvmqQWXo5l5bhghoVcLFCrGpE3YZ8KyGQ3qOqFAaDOl8zXNlCrzvMMOC0QP3wEfaVq7itOXLdga3AWnQz4LZHoeWYpgx3M/SiI7p/jJOa7EmNmYXf6+2AbDzpImHoHUoI+kISe8sgLO61XcrnHdVffpV+K2b6nTOKZxVnv7yF7B3SQV/CUIJPY9TG092Zo2uobs5wb+4QLQeq/RjVA8aR9RqajvTxgu7aFDsYzChm/GGH6Bzqnfu47Sm21JBFRPGIrjMUhx2DHBAyRdWGXEcY76nf2MeOU1wKKE9cQfJwicmgvZrhFcjOMxQx2elAc5DS356R9Aq97OiEh96jqgGKOebeNaSQuFQw/mdPqD6/R3LS44WnmwqSjcBOU+JFjzQQPT1l9Uv7iElCVFnidYu/tofEMCiIVz31jQnJ4Sbg2GYl61s6pIF7iU9i6msZPnbUd8aMHjToZUefJ9iZRPoxZpYTt4AHpxw2V1Qu5O6tr2rQMZPvXeCyiOZ6SvndU+o7BS4WdBNBN02Y//ozpNlmdStBNQ6RaCa/8wwxn5E/NaQvoN1PyZ/XDCkMN0rwkvTJim43JXvZ0OznTN6+wOyMiJ+saPZ3aLci5h80qKendFsZyjtE4xFlhlIRo//2IxISzJU5VlnSlxUu1mSnPfK9p/idKfGVOZQ5tu+I2pT8uKd7/Qr5oxXx2iCf1NR3Z4y++RQ3yhHzKWKUMuxN8KbHRg5lLfFFjfUWtCR+5zli0+JfuY5CIJ6fIJsWxiUUecB3SYnSOvjcPh4hJAm+LPHLFTJN8H5AICHVwd/Zdqg8Czag1SZYiYRAJkm48XU2qKuNBe/54l/+/M9lzfqkPpvCk78N/Ft/QFH594UQ/xD43xI2ta/8aWrLP61+scl9yprvT4nSiKEdLknlH8dpBDirN+ZHJ7pIh3ZJEoeLxjpomnACkvJHYFcp4HQF8zFiMsJ7H0IdpcAJgcgi1MsLSCLsbITPE+xgQ64cLdFoFODN8RYYhxgV2HkByw39OKJ43iI7y5BKEpXir+zg3IA4vkDbCbaI6a6MGXKBag1+Z4RYdBTfek7z+QMiETE46FNF9mSNPpNIFP1YkFy05O8tqL54gO8HRt+7YPOFPdTRGrVo6b54BZ+CGUtkZ5GNC5617x+x+sou43c2DK/sI6TA5oI+8SSNwJcxmVbIsyXLv/Z5wCOdQGx6momm37tK9qLCXg4zy8cb+kQg1g1iPkZ4g1o5+nlIeEZK1KqjeDngigjnDemFw0xS/J7G+IHoex9hdycYC/rhIc2bV4menjH69XMW//6bZM9b4spjjMUnEZvt0Cod/+4hZprBMFC+c0TzpRRWLTbVSCFoJxH9Xo7qBQyW5RemRKct6YsLrElwlcHsFkQLSb8bWtvpB+dk337JcDAjetGglwPt6/v0U0121KMXLcUPXpKcTBgmCb5IUJ1Fnm2o70yIn60Y/dOPMNe20IsW2RQUR4b0RYXb38LaAasTkvMaKRP8/valehDMOManGo7OSVuDbHvszhjRge4CVm7ywYo2B68Fw8GU7EHF6EmDyzSrP3eVaNmTnrT0uyk+0Tjh2PyVV/AfrUPbD4EQmuZWjl626KvbVF/aIT4dUAjiD49hlDDkks31iCEdM353gTgfGK16zCzHjDPSFyvEKA+b16bBdQaRKPqrU+JHJ/g8RaPw0wQjJfLoHL+psPeuIs7XqKbF374Srt+6D0kDl7QiIh1U0tMJtu+RMpzevXW4tkVEccCFCYkfeoRKw/NKgfOfqCw/thm99Zde/7mtW5/UZ2+TE390E/Pe/yMhxH/mvf/qT+MFfrHJfcpSWrF7Y4fnH7wMwpPL2Zy37vJPGzxydRMeOwdNh3cOmeeBep5f3j32A94MsKkRaYKv+jBv6wdIY+w0Q3XBVEoMwoKPJdHRGj90DIlGHZ7DaIxc1qh6gN0ZPtZwvoI4JjGa9Z4gPxPITUfSWswkBStxiae+kYAAW6TM/uEj6A3+3nWcNXgtGbYSkvcW9OMpQnhUFOOWDS6J6Ldyxu9e4LRCnVV4YRG9QRqL2R3h85hoPSBaSVR5dC1otgibXTlCt9AdFETLnvz3nyNuThmuzdAtbO4kxK/foDoIwpHRw4ZoYxHWUs8ULhHUt0aMHmxw1iKaAbc7Ri6bsNiNM6KhQT9uGXZKhNHItUOeL6lvT/HzkuJ7L3HTAjvOcecb1M0rREeBOtO+dYu4BXuwhdueEJ21SCvwR8dEIqJ8/4xunofwzlWP2c4wN67gyxi1MUH80LUM2qEXktHTlnrk2byxTfJkBWbAKYEcLPXn5kx+sAh80EdncLCFJoP5jMG1DDevEX37OemHxyRlQn1zwjAf43JNvBjIHy2oX9nCpZLiB0+ppCVqJXZSsHl9hjCO4mjAVRV+scZkEqKYrR82LO+NEO+dIoqC5iBn/NEamwG1hRv7LHcE0kD5jUcMZcTw6g3Sc8PylZRuooh6SXQxUD6ssYmgzz3p/TPcfISXEF8YhrSj3U9x2uPLDG2DwCpe9Oz/3x5htkeYMqKbRzglcFIxf54TVQ5OLsjKPbJHyxBRtamRkxgRabSF7rU95LMz5PYWLtZEa6CuEAjs1gTVGpwEM8lQ6DAa0AJ9uAg3m0rCo5eIcQlK4a1Fjgq8tT9KAS9zdBpjzxeI8Rh/dh7GCd4jshx/fgGXHRrhP97cwk2s9z9Scky2/swi0378+uxtcn/SO/qpwfV/scl9yqrXDc8/PPxEFvzxTA6tgyHUO2RZ4K1DRhq7WEHfB8SX96A0vu8RWQpbU/zZAnZKfHOpsNQSsRrCzCHNca4LaCIdhRifSAa5srOI2Yj2ypjkcI3WiiHVqEjTJ564ttT7EXrV4aKE+nZJtMmJHp0jnSCq4OytMXjInm7oDsrg7Sky+olCXhjsvasAKCspjgz1SKDKKMy6lhVi07D6/BbRsiOuHGZW4Hdj4kZilUWpiCEzxBsbGIEK8kctqupQrSE+C5FESiWYaULzuS18FpO+v6b4/hGxKojfbxBNR79XsH4lJzk2DFcTGCz50w5RdfTjHGlqrEsZ5hHJBkwkyM43ODwSRX5qsFLSvnkVLyzFdw5RVUf1yh79WKBGc/SjC9ibY/bHoCTriSB/3qE2Xfh/6gek8/grE+J2gIsWO8oRZU6ycrhJTrebYRNBsnIIYRHna6ov7SN/cEr9+h563YZ25XxGfHgKXjDsTOm3c2TTE8kYtxkQm47+YIzIpmRPNqjTFbaIcVlMVDuEMEgvsLHACYu6qOjvTLG7Y9q7UwYLzpQ46Rg/a9CLltO/uIu0gYBS3R6R/PYTxpuU6t4c5xWyGjCJwiuFSaHe1Lh4RLoYcGmEneeYFHy1IT0fkX3nOc3dKckChlGESQQmvwwOFTKEmeYZghA4220lOAUWi656JAq3N8OPM6SE5GRA9hAvurDpTiVpW5CdGrorE7xwiGgb2QXjfPz9R3BzDx0VDMs1bn+C7Abk2Rp/sUI5MEWGHCyiAvHgEf7G7iUQ3eP2Z+Hz/fQEnya4ukNeRmbRmyA+MRahNa7vEU2LT2KEjkB2QS0tux+JTKIwpxcfhyV/PKq45Fj+/j96m6/8m1/4+SxchIbTZ7Bd+SfVgz/pL4QQf9V7/09+3F/0C3Xlp6z1+QZ5Ga8RupTikw8xEKCs3gdu3WCCcqvIg8ry/OLygx/anL5qghqzN4g0RQwWcbbCSYmXAt0Eb5UwwYfnh8BNdKs10jj02Yb46ZIh1Rg3YOc5Qyow2wVmkiFbh08V5f2APrJAcy3HxNBu5xBrBILorGXyoKO7vUP3+gHZoxXxi3NMavDSw6bBdC356UAfe/RFi52kSB0UpcM8oz0o8CJc6Kqx6C6Ap+MKVDWgGotqDNo6bK4Rqw2yG0ISiRkC+eP75xSPa4ZpAjtz2kvJvpkW+LMV0f0T5MMXyMoyemeJ95b2+gSpJfJijYsV0mucEuTPKrrrE9a/coCPJA6LNz1+6Mkf1zDKcZEi/caHZG8/Rx+vqe5NseMS3XnUoiV70eJNjxEGte4Rmw5ZljQ7Mcs7OdYb0n/+PtX1HL9paHZi2pnEWkOXh/furu8yelBjJxnlh8tgfm962pnGXN2i3y0wM01feNTzC0QzIHxE9PAYf3JGsxWzeXNG86ufY/1XX2G4OiL7Zx8Qn/d02uGqDTiDswZ93kA5ZvbfvIs6qlB1T3xUhZaa85TfPiZ+coG49ChXr22hjYRY0c0VPtU013Ly+wuyJ2vIc+KNRwhFf2NO/nxDcX+DXA9Qd6itLdI+iJCGcUz8ex8irKXLIX+wQDw7grZDbgaywxrdeWzskYPFpzFmmtLenmO8wcwLZO/JfvASL2Col8TffYwaBLIZiGtH/nRD+vAiXGRpjJ+MwHsG7UiOVlC39PMMP0oR7YATHkYZZpYjP3iKLzOwHlmUn0AaqDvYnSOUQhIoRb4LcVhShxtTb0zYuEZF8MD2fUB3JUlQVqdxaG2qyzODMQjnQ6vysqQS3Hnr+s9uofqT6rNnIZj+Cc//i97F3/w0L/CLk9ynrNnehL/8N77OP/kvfwvvxY/Svi99cigZevIA3iPzDKTEXTIuw6ru8HVQz/k4CqnXzuFWS4TWiE0dhuIAdY03Dtc2qDwPr6kULtEhyqOuSJ8e0375Dr6IUYuG/FkNUhJVHfWtCSZJiWqHtC1mWmBLjzCW5Hkdsta2S3h5zvC5G8S//wS3vU1zNcWlEdMfLGE+Ij1a48sMv5NT3R0hq57opMLFI2zsmP63P6T78h38OMMpyZCBbC2kGjt06EwTH9fBKIzDzgvaG2OSC4MbJVRfvoZedRBpbAQiEijh8VmEUAI/TlFSYW/mFE8rosaghWIzd9hI0X79VXysSN4/odsv8WOJ1UDT4pcNQ6SxWxnZ04r+YIQ+XiFSiT3YQ+qEdNGRnVxQXS9C0nYnUesBszVCf/CSYZ7hlUJGEfJwReEEupP4z93CK0n7+avo1iEOG/Sqh27AZhqTOvTCozpLsjAMqaa+PSW5CDJzESmsckgJq794g/xpg7xYIaMYuWmInp7DKCP+4Ax3Z059p0S+vk9sLUkr8fMJYhDEqwErB3TT467uo3RC9sNDTKaQ4xlME7T0VF/IGfZLRO9I15KhjIgqj9WWZO3pRhK56cl9jukHuu0E3Tr0omX1hUBpsdc1dpwSf/8lUZ/RbqehPfiFu5hZjtWCZrtFF1fpdovAc2xaVG3ITgzdWKHPKswkQXjF+otz0uOB7Ci0+NNG017Zoh9rpJbkDyuGPMXEJfLZCawU0seY/QmM8vDvLyFeWYYsJH9zZRtnTbBhoJC3ryCPzoJ62TjY1Ogyx+cJwoLY1HglYDIOquZNjb8UkvjTM/zWHGFCkoi/vIaF86FFr1SwDviPT23+k+s/XO8W5wXr84rZ7vRnvmZ9Up7A4vxs1d8UQvyx5u4/eJPwR2r6aV7gF5vcp6w4jdm/vcMntzzegZBhCK0C0sculiE4Nc/CnZ+xiEghJuNATlAyqLpWS5jPwlxOKrAWV2ZI50P2nJZwZQe/rhHGYzcbnHREOkIIiZHgtkeY/Smy7YgenQQPnvP4KzswGPSqC9E7zmG2SwwDEkm3GzP/9jnNPCY9aTB5in6+RFiLrHryTqMfL4JoVFS4TOPTCBy4iCBNNwrdeLwd6O7usPrChPzFgNMOpxUuE0y/fcj51/bIXrT0mcBi8NYgtlPSwwZZh9Mumwr97ByfJOSrNeb6HK0y6usleIiOoL+S4AHdtuHfsKqhU0SnHd3dKfGHJ4gkAy8QQsEoQT89IVo6um2JXveYWYY3PSzWyLzAywjZO+yDJ7A7Q+kZthsYCo1NJWYUo3amyN6GUMzGkDU9DIb21jaRFeimQ27WOGMZXt8OpvzVgG168vdOsFtjmltjmn3J6OGK7LBjuDGCygSM2LnDZDHFBwviTgGK7vYWnC9BC9KXDTrJ0K2nfNYTDRJxeoa7Pg+5ecsKe32b7soIYwRsKtqDlPLDGIlis5+RXrRIK8kfLOi8xsUKl2rMToa6aMg/PMXc3MFHGe3NMfmFQ59XVDdzNoUkS2Yo6VCLNsCQ1wNmHOH9QP7tQ6qv3CDxmvQsKH7NlSmudwylRHhYzDPy5w1eSlwW4wpLd5BTfLBAXE/I3z/FzDP8NEU9PsT88hXkMBAdN5ixQnSG6LymeeMqdD3JB+e0r++j1wZ9Em6efNuQvFjhR3kQfY1SogeHoCP8KMe/fvtyPu4DzeTFEezvQJ7h8ywwKo0Nn61JEU55zgXls1Z4KZFZCotVsAZIAilFqTAXth+L0PgEbfvxg7RIufHa1Z/9gvVH67PXrnxAiNU5/zG/fwv4W5/mBX6xyf0E9Tv/728G2f/HiYhKhTaHJXAklQptRuvwaQJ186OE8CRkX9H1+LJA1IFrSZbgpmNUnODiFDdKoO3xXY+sGtzVbag2oCV2lIcT0dEpuASXJjjtEcYjVYRLJbI1IRZkCIBYZUGfbJBaEDUeG6Us3pwilCJa95jdCWakMPOC5HmHE57BdYiLCt0OVH/uDnHjSS8s3ZZk8q2XtDdn+FRj5hHSStSqR5/WkCXQOXwiaSca6QReC9AxatXgEs2wlTL+radYb6j+0itksca1A/poTf3119Cna+qtJGSHCUlysmK4WgSVpJA0+znxsxVxK1FnHcXxCaaI0NaQPFkjxyXGW/z1bYZRT9yDvn8MeFzb0r52QHNQ4oHxewv87Ss0cwWJwIxiogdnxDJBtUCZI/oeO00xcR9wTas1Lva42uKmBeJoSfbkgv7mDDMv8EmMF7C6OaN4/4L8uKPr18ha4MoUbww216ijNfbGhHTpiM56ht0CuRkw44ThygH6oqP6fE5y3EDvGBJJtugQg0c9X+GnJf0kxRcJ6VmHdQ6FCi2/PMLtjlCDoZ8mRB14XaAGjzIOEwnkqkU9PsY7SzdJsZGg20kRckD1guRswCQBtJzVNpxOo7CCSwTm+oz63gwvPMVJA6c14voW0SrAyaPnHcqAO7ugnWrszR3GHy65+OKUaNEjhCJ9HviPsjW0ByUiinFC4PKY4lwEeEGkcE6QLAzxg1NE05M8vqDbKwNBr+7wkwKbRLihI7qoiM9X2DKcMkXdghQ4AcO1KYmOYGcWPKx1EIZRpPjjC/y0RNiQni7GZWBZCgmLVciWKzI4bfBpGq7jrgtEoywLCQZcjiykCAHHQgQ19megPoMzuf+H9/7vfpofEELc+TTf/4tN7ieoO2/d4tG7z8NBTvjQjvH+EtR6+aU13gz4pkFkASHkl+ugyByXIVvOeXyWBOn2pg6GcdchRjmcrULbJUtwB1twukAnKU5H2EjjEoW4uY8xLUnt8VJjdieopsf1hn4sUQZ8HmMiaKVj2EqZvb3EKCgfVoCg28sYdkvi2qIGR/TDJ5hJTnN3DmlJ1g/ILANjqHZi6D3aeTav79JvJ8jOM/qwYcggO2rJHpzS3dnF7ZbIVYcuSsb3a7AWUyriyiJqQXq6pP38PvWNgnjpGDJFlKeYt7bQhwui8wanwM9jxOCob08QFzV+u4SqwyYR/a0ZyXmH2LS4PKPfyhmAze058bkhebagm8aod57AfIa9Oke9vMDtTIkuakQa0+wnrD43IT6syd5+gnkzRuHxO1PUcYdrBoSQuDRGxAJxuMB1Dv/KFcw0RTUV0f1jxPYMI8+JH57it6dEixbRDphtjTEt+rDDffkKbW0Z5gm+6Rn9xruI2QQ5hDaX2c1RR0vqL+whrCD/aAnLJcJtoQ5r6jd3MIVi9eaE8dsGRjn9SCPjkj4W+FQRP12AUozebnG5xjlHvBEYOWDymO5qGXx2xjJ63DBIQ5yWdFs5EoHqPKoVkMRBBLPoiOIIh4fBYAqBiTS2jOjn23hnUc+WxKMpzUxjtseo3uOVwPUtcecR6wY3SRhe38Z5R72fEZ91IaXKwvh5zxDHqLpDr1r6KxOi9UD+YEG7leJ3c3TlUFmCExa7PQr0EudxMVQ3CsofNtAP2FFM9M4hvixxWyP6axPib93Hzsco75BRQvJsGZTNiUZsOpQHoaPQrowjlBdhU8uzAHboBrwU0IR2qhiV4N2l+jJ0XRAyCMP4WJN2OXu/LJV+Rpbaz9gm96dE6vxUfuYz8i//r1YdPzsLbQwIWVWX/83lh1tEEa7rEEUeZmxK4WPC5tf1uHWF7y6VXJMSxgVuuUI4HTw6ZxeIPMNeKWFTIZ9XiJ05PpHBED5Y1GCxiSL58BAfaeyVGTaLUEOEKDJEFtG9UaJPO6SMkC5CHbWIZYWaFEipabZjdONRxuO6JiCx9gpclhB9dIz5/HX6RBG/c84wiklWoJqBeFWzeiVkbel1T3KyQXcd/c0Z9VvXkc6RHXeosw3dTkocRYHHOIloVUr07Iz2YISUHmFBdRYTeQqvaWyH2J7gZELcecyiw2UaYUB1PZsERioiW4M9e4lYNLhbByAFMgrswPxBxbCbEb9YBnHAdIwwAzYpcTvlJYLJ4bIIVRmGkSZpGlhV6IcnARu27uFoiY4kOsnY3J3R7sSkYicID5KY9EWDNgI7HqPWHf5kib+3S3S8AQNOgcwLzL0Cs94QPT3HbY1RJy313YLm1T3ypSU5qzF9h709R6w25CdbOOGQy5r+2pzhYIzwAt165LoKs73r21jpcQqiLhBikqcbfKKxk4x40dPOUuKPjlFxSv1Lc1CK8smGIZMILxgyifcRbSYQxpJ+cIZuHXZnHJIzLIDBJwphQlAv3iOVDNAP48l+8yPsNKO9voXdKvAC0jYQTpSVrG5F4GLix+dM//sP6G5vo+McfbrCCY8Zp9DV+Eihmp7sQYM/6Whe3WGYxqQPTqi3b9EWILZzkqPQCTBXRqjTiuTpEl0NSJ1iPAGWvLfzI8Xz8RI7HeFv7mIXNcr6kHHnVEhvkDK0Gr1HLJqQGycICtE2cER92wZbgHWQZ7i6gSjCO1B5GjaOjzdD7y7tRD4sCB8rL91nYHf52YtK/kzq4wy6H/f7f6Gu/Anq6it7QLj7C2bwyy/ncX1oSwghggH80vQtZPh7sjRcUJfzO4wDQnqBcP5HvhpjUIfniOk4iDm8xV4s8JHCP3mJ+/AJ8uFL/CiFSJEcb1BZhhWWbishOWspPlqimyGcKuoWicTtTnBlHBbIRNOPNTaWDKmieO+E+MUK8ghu7uGExYxS1l86wJYRegjvdfn6GC8FNhW0BynnX5wj647kwxNUFRISfKzwSUx00TNEHmta8vdOiV9WyPkWsUtIHp5TPGlQVuBjRdtW6ChFNgbvPPXVjGES4RJJdNbiioxo1TDo4EOKzja4nSndVGGqFfLlAn26QXmJPmuw45DOLqViuLOD1QI/H2FHKUJr1OEC1Riii5bNWzvIvS3kYNEiZJ/J6QhiTbuVkH9wTHTW0o8URBF9DCZVDJMUO4rAO+y9K4hNyzCJ6GcJ5uqc6MWC5HuP0WcVwzyn3U2Ij1bEJ02gaKSa+saY5vP7iJcX2ETB6UWYr8YCuzsmfbjClDGyMmgj0ecNZhqjT1bELxeQxpT3V+iNwQuJw1HdKOlKTfv6LihJ8TRAwduDnGGaoBtDfLwmroOnT55tUJsBu1XgvEUqRbuXoZ4c4eqGdhLjtECfNcGU3/T0vse8sg/X9hDGE591oSUoLT6VCGNRvQUpQrJAnCLzjCEytNsZZpKQrAbMlRnDzTntq/uYK3PcpCS5fxaUwvcOiFqIjaL8775P9OQifI7LjPrzO0RRQXd9SjdW9PMIX9e4psGaAbmoiNcDbhSHWJ5I4Zd1uAn1hFm58YgXx1DXOEGIu+rCzJblOsTlSIlUCp8liCRGJnGgmhiDW29wZsB1fWDTKo2MowBrFnwyo+vrHmvtz3yt+qP1WWNX/oT1qdSVv9jkfoJ69M6z0J7wH5/ggspSpAlSqyAuueRZeudwxkAUI8o8zOQArEdYG1BeQoTB9/YUcbCLt+4TEzl1hx8XiKeHl9+XAB6/P0NNp3SvX8Pub+GyGPnsAln1gGfoKgZpGGYJct3gtIC6Yxjp0OLqDclJHcj+Zy0qSTGfu0776i5ehMRnd9liUQOk5wPRqkc1BnXRE3eQv3dG+mRF3EjWX7tBf+8AIRTqdINctkTLFjNOkEoy7JQhqyuNkefrIIo5XsIwBHNyZ4iyIpDinUMJT/KyQltJfn+JK8O/r5lkOOXpM4+fjhiuzknePST+6Bi/XNFfm4C3qKrF3NhBrFr8tAAH/UTTlRKbRdQziVhVREdrRr/3nORkwO7MYFyieotaNVhv8FmEmSaIZcXkh2ckF4bknZeMv/EUygTZO/SyDYDudUPy4TH66RLyFLVqUVYg44Th3j7xizXTv/895P0XpN98jHOO6vYUqyWiHoiKEaoYg3PYLEIbRfr9F+hqoPz9J8iLNWrToTYt6YOz0LJLErioGLYK2usTKFKSypOctIyf1CQXhiFygfD/eEX8osbmiiFT1DcntAnIZYO5u4PZG4VF3zia3YzktMUdbGN2SrJFSICIn57hNzXJkwXl/SVmb4RvW8p/dh+faJKL0GaktYiTBWrdkz5YsP7yHusv7dFuRcSnLcnRBk3E5nrBkCvkqidadDQ3RqzvFlRf2CU9bohXA2rVhnnk52/hswT98oLkImQMVldS9CBx4xyRpOg2mLh9FuGtxVgTbizXLfrwAnl0EjauIgnQaS3xszEYg9yZhpNgngaxSZEH/mQU4NSyyHGrddgEyyJ8XxwFm0R8+XPOBuqRdUF5/fGGIQRv/+a7P9uF6o8p4X68r89iCSFuCSH+M+B/82l+7hftyp+g6lXDx9k43l2awRHgh3By+ziZIE3CBTGYcEIbJHQDYnc7GE5Pz/CnF4gkCunGbY9fV4hRAZNR8NsYS9jUtnDXtlEfvUSmKb7IaFMZeJiRxB+dBtl5mpL95nu4PAl5XUoiBw9ZjDqvSZYtzW6OsR1DpHB5hG8u6KYl4sIS2Rh5WOGjDrXJ8GmEyxTx955jeoPZGZF80KAsuFgxXJ9hlcDmMdYZ2lJTWo/0nn56yftbtIxe1AzbJboxtJM4mMe/fA+nIXqxwdwI1gTnHenLlmGWotYt0kI7lrjdMdF6oPjohKwOFm87SRgmEeaX75A+usBNU5yEqBqIDtesf2WCTcfoiwB7HH3rJX5vhj88pX11jtkbQ5EiNy35O8e4W3v45QZhoN+bgxfkz9aol31AoVmLtOAHgzaQPlkinWCYxLjOwc1d/NEKMR8Rn7fIusdkEaIbSI5qqHrs3StIJ+huFqgomKP9LCJ71CAPz/FJjL13hWEUwcsl7Twi7gT0JdnhBkYldlrgixSRpCgE68+Xoe07OExn0YuK9nNb5McmzMZ0gtcGc3WMODwnf65DfNJWRrZsaG5PiZ+uQlSR8fi2goOc9e0RKPB9j9tL8D5C7WaYVJEcS2yiUBuDl4phdxwACA5Qkvh4E6Jq8gSR5sz++XM2r+2ENAJncRKs7RDRKOQBeqhu56QXhuhkgy9i+oMJrrHYWQq9ASUQzjNMMrrdiOL7hwx7Y4z3xDVBNVt1DF+9iz5r8asWMRsTrXtk0+NHJWZS4Cc50eNT5GIDRQ4OvFKIkwVeSbDgnUHULS6J8OfLID4pZYjQybOQH9kPwUfnwfdDEJ3F8SXJyEDX/UGJJeOd0c9lvfpD9dk/pf2hEkKMCflxfxP4MvCpOZa/2OR+gjp6dHLZcvfgAm0cQWhRGPNJtAaX1AMxm4QN8eMPvSDMC6bTMN+RErFY4bZnkMaIdRNObcYh1ssgQJEKff9lCEkdFTgpiQYJ7x3R35rTf+4KuvZ467HzFNoBfbhAtB6bCKyaI8qY7vAFpA4lY/pZgTTQx5C9d4JNI2IDQxaDd8TnDd2uRGw89vouUe+JqoaolwxXppgiRhuHWvS4QWMdJOdhQxfGoo0Nc5dCM2wXiLbDeYFIx7imxVqLnaboZYMeBPSW/PGSqOoxsxJTJojeoHvQ757i85jVWwcMrSV/sEIYR3TeIpxH2kvz+UWPiGPsjR1UNaBbEOs2zFY0yLMVOEdea4a6IrIpLktxViLrIbAfb08ZdnLGD2pc3yJOO4arM/TTBe0bM8qLFWQFLk9wzgeAtYRkE+wX1a2IepqQPupRztPem6OXDYkT8OIcf2WH/NTgSk3SW+x6gzkoiV+ssFsT5IfPUNMCiaA4EwyxYNgfI41FSEKy9eFZiGWalqQPLhBC0e0XMIpx2wXjf/AO7RsHKKeoX5uTnluiyiJ0jkNi84j8wRLVeeTSItsBuWrxVQW5JloMyCx4FvOHG9pr49CC1oLsLCR168MVVkd4PM3N6aXnTzBsjUi/fZ/mC1fDSfeiY3NniuoMpJrNa9ukZx3x0YZ+NlDcr1GtxYgU9bJCeYVJImQ9XLbzPdHJGtkE8Uy86fFHG8yVLWTTkJxsaO5uIxqBmhQMbiB57zGiyPCEsNV+K0PX4WSOscjLbEfXNIjBIJIYP3Qwn0DTItsBZhN8pJA6xFh5eXky8x5hQugv1oXZ+mX5fgi0k49JJ859cs1fe+XgZ79Y/cH6V2gmJ4T4jwmb278BfBv4e8Df8N4/vDzN/dj1i3blT1BX7u59cpLjsu/+CYhVqfC8dYE+/jHwdegD3NUMcLGE49MQuDgqA00hjpEe2DS48wtc1+EvVsEwniaYqzPcbIzdn+O2Roi6YYg8zZeu4tIYRiVSa5RUiCLD7Y2RcYwYF2gVU95fMOQS9ubYcYpNNdFJjegG/NWtEBi5O6a5XqKXDdnS4bOUpIao8wzbKSaVuK2Sxa/doN5NaQ8ShNQhDFMLhPehzZcIuu2UgQFpAoVEImhvTWiujzCTGCdBSoVeh6yw6LwlPmmhaqkOCoZZijYBGE2icabHpzHaiKBqXFT4rTHJaU386BT54oTkZEO07hHrmmYqUU4hnEe3hkH0dPf22Ly5Q/XmVeSiIaotRjqau3N8GeOHgWEWqPLlh0vMKKb63B7t7SnSC9zOiPHvPsG+cSskLRwu6Ldi7F5J5AUmArs9IV4FQofbGYWN+91jvJBs3rqCefUam1cmYfG7nF9GnSd9tsHnMartsNd3EdMSebZBPDxEvf2I+N0XkKY0WzGy7gJce9mEnLVFi+gNyWGFXvbYOKJ/5YB4acA5yu8ekhw3WOVQL84QzoVW8KbHRxqaPlBIJAy3drA3D9C9p5+ocCKVEclJDQjS84BpE12H2Z8ijEM+PsZqSfxsjVr1mGlE89W7+EmwaHS7GVEvSI4b1LNz1OBJLgbQCuEczU5Eux2TNhK7O8I7Q7J2REcrRDsg1jXtPKG5NcNLYFNjiph+qjFlEvBag8HnCpXEyDhimBcMicTNc/qdHLIEG0vkqgnhq8bgIg1ti8vD9eC1wi9WUHe4rse9PEIu15cmcA+bKozYhssb2SiE9BLpT4Dr3ppwzcOPxCZCApIf/PZ7P+OV6g+X+BRfP5f3F3Lj/p4QwhFObv8V8He997/svf8/fgxy/oW68s+4+rZnfb4BCOKRS+xPYFfKSwSQwDsfsEBahdNaFIXWpvW4pkV9jPrSKlw0oxyaFjGE30WSwCjDOotI85BAUKbgAhbJTHNcLImfLhBxiivi8GUdNr4kMmjNkCrUokVuPPmjNX6UIaTCDRX6hy8QZYrcmuLzmLgGkwpEnrO6XmAKzfj+Bn3RIadzvPDYSCMGixJAY+lKiDee6HAdxBytDQq/UiMnBXQG5TRmJIgqj+s6hnHKsJUhhCf7zkO6N68z7OSkT9awPyc2HvlsEbxHZUq/FeEn20QPz1HxCLGOMXkUwLvzHJFr9PsrhPF0k4h+kpK8f4rYm+Nyjd0aET08on+zwBUR5QeHiNMNbrvAJZLycQtnS8z1LWyekr3YAJ4+VwgHJs2IfvvDICTJU7qrBcnxhuFgjGs7fAyyMQhr8dbgGoNaaxQKWbcM2yVkKXYaY+qB6KxBrFvYGgVFbNWiqgZ6g7MNWmnarRi13oQ573yKLWPIo+D3sgZ/44Buu0SdrpEvTmGUIbwk+ihYHuy0CP6wZQerGlEY/HwXNymIH1+weW2bYt0gF5uQfDEuqHZT0rUJM9Kjc8TVBHqLPz2j/dwO9ANeWKwCmSS4RMO6oX99j6S2+CJBegkvFngc6knD8NUbRMct6dKyvj0NIAEPNhH4h8ckTwbi6Zw+U3R3t0Jy+9kGd3OEu7qNkAJV1USbNpjM5zn9PCa66DBK4/uOi790k+SsRzaGQQncxxE3ShItexyG5PEaG0uU1CGTb1SEWdsrB8jHR0gTrhefp5fZcWHk4LsByjykgqgknHSbBi8DeSi0Ju0nG5tAhLge58LIAsLJDthcbH4ua9Yfqs/YSU4I8UX+f+z9aax1WXrfh/3WWns887nzO9bY3WxKpEiLlIUkgh1FsmA4QIJYkmHE8QcPYhIgMBIEogIYCBDEiQYg+ZAIjmjBRgwEgSLRsA0YHiSLiQHZJi1RpDl1dXdN73inM5+z57WefHj2favZarKritXVRaAWcPHee999z7DP3uuZ/oMGtJ8B/gFasf2rIrLp//8TceK+1/oyyH3C5WJHVTYq9yO9Pp1Rix2TZZgQVD7H9b9LYsSKOgzXNaB/I95DEhOevcTcO8OUNZLE+n9ZiukCsi9VJ7PKiK62mPWO7mQCcUSSZ/DNZ/o4bz/W7LMsMbMp1hmCr2juT/Cxxbsh0ZMbbKf+dOQ5Mh9C4nB1QzOJcTdbXN1S/ffexjzfYA81LnI0s4z06S1RMaGexhicittiMIcK4hSfGiKT49dr5HJNe+910ic70lVN9WBKiA1t7DDOkv/yC2ycKGoyCP5kRnZb456vsDbGz1IcjnA0wgjYTUH+TDUno1XF7mtnZN9eEBFRpxFiQXA0P/kWYRgTF4HB0wNu39GeW6LCw1Z5euk3rogdMJvQTIdEZYt9viHEMVHZ0I4TcFA/nGC2JfFz5SrG71/Snk9xRLjrW0brPdX9OdYYhpcF21OVh/I2gf2eeNdSPk7gaocZDWCQk77c4ZY7JEkIEmjePsU1gilbJI/o1h3Gt0ie4DPB5DnNW+e4KMInETEOweCyIXJviN2WmMWe9uER3f0h8c2OyKaK7hWBpsN2gj8Zw2qHPxkzWHZ0zkJRq0WNi5AMTN3hB45kW8GhJQmBMMwYfXsDZUN7NmL0rKQ5AtdZwjjDLG9hnuM6SDceSa06gFceZ3LCao1d7El+8Snlm8f4LCJdtIgV4usDkYfDT7xBO3Y064b8nWvc8oBblpjrNfXrcxIfY1vwWYZ3Dp8IPrWEeU4cYpJ1g2xKTNfRXkwZrBQYFb/zHJekFG+dkt6UOHGY1mNvlpixImbl/kz1N7/1QsUajqbaScEgWYahQaJIFU3ylHAoMVUDea6I50OhVIK+NSkhYIcDHcH1KijGWU3U+paPi+If3sbVry8gcvJPoiomb/1efeN+p/VlkPuEa329pSpKJMhHZqn05NG7GVykauShbbHWqZFqEqvUl/fqKo5SCuwwR6IYEr0RyRLkdknYbDDDEaatkcTqYLvtcLdrlSJ6coUpGrq37oNTtYju4oj0Gy/xRyOa8xxbB6xz+KMIt6owVUPY11R/6Ij0tqH76n1tLb42J0cwO0/8fEtILM4meAv2con/ygXZN6+IBzHtG6f4/R6mQ8JkiH2pqhs8WyL3p3SDHNsGunFKdz7EHlrspmRYdjT3JvD4Hq7qiEtPmznCbEC73GGP50hscbUnuEC8LpGyhrbDn04I8xw/zLBVAJdQniS0s4ho15C8f42pW9off52ua0gaTzfNFTDReuo3pvDGhNEvPqF785TogwXtV88gynCrAvYlzb0xdnPAdEI4GatLeKrCvN2b97AfXBLHQvX1R0hssGJxV2uwjmTRqYjzt15S/+gDuhND9nSr7WgvhNTS5ga7OND96BxbdrhnC0xnsD4Q5kMVArBoq7JqSK8PtN5Q/ugx3gbCoiFdtrQnA8pRRPKNApsNaKaOaGVpz6ewbnDZSFG/g4y2rBEL0dEUnzpCbIm+sYTNgcM/+TrZ0x3pN5a0b5yp4PayIL7d015YuuMBdlOS7Eq4uKCJG+qjGHujsnHd+YSo6AhZQjeKMa2nHSakhRDKPe2bpyRJSnOSkfzmC6yL4WxG8caI+ixj8KIC58g+3CHHI8ofu8/w6YHi8THhfEb2zRfUb59iRLBxStw4EENcO/CW/Ws56QcbssUeO75H8rTAXK/U9ePt16DRFmyIHKQx0tbYKCbkEWGYwnKPuV5jogg7GUMnyGyEbHaYIJBlmnButpjlhoDO3OlJ8VI30INOTJJAUWrLElGZuiCagHbdq73DRl+A6dAXLMiJyF8BMMa80Vd1iMivfJbP8QU467+/1vG9Of/Cv97riYqAdZjIKRG5Vq27UNVaxSH6u65DFitksVBagQiSRtyZrdqiVCTXcv0KtGGMUYLp+Ynyc9oWSbRVGG6WyD11rvbHQ+R2hS1boqst/uExbr0nuy1hmGOCkF1XhMzRTTLCIGXw7o6kNMg4x7mUeN2SF45oV5K8e0PyfA/e4xYHbNMRXW4RgxrAfniNzIdEuxbvIByPaKcOORoRXe6x71/qVeUgui5INi1xY5TX9myD2Ze45R6zPuA+vCL6zQ8xaYrfbOisEFIHt1tksyfMcsL9I0LiMM9vCeOM/BuXuNWW9nTA4Jtr6AzlH32TcDol2XaY8YD6fEg4m+CaoJ/NviV+b4k/niiHL7JE1wUmjujuTSCLCQbS64L0ptR27K8/JVhonNeK8vQIxkOioqM7HhBf77A2pjubaEVhFQFq8ww/y/VzrTpoOpLbEnNoiQYjpG3wUaCbDqDrKL6qRrcujgnnc5p7I3wW0UiFfzjHlYHJf/2M7BvXGlQbT7zryCol8NMGshcHjBfaexM6X+MHMXaxxRYV6YsNzcWUMEmxt3vKH71H8+OvM3pnRbKskccX2MYTrUoksVT3p3RZghGdsZImuENDmCRkO3CrPaZqofM01PhRjDUW07aEzCA3K7qTITRC9XBCN80x0zH+eEhzrLY7dJ22Dhuwz2/pjEcikO2eaF/r421L3KHD4XBVR+s77H/7Pp4O6ob83Q3R3uPffkB5lqkeaprQ/rEfRZoKc7UiWdXYpsOWLe3jU8wg0zn3r34LG0XYh2dwMsUPU8I4w49SWK5VFL0skbpG6gZvDHY6UaJ4q0HLZKne/75DjFEkddspyNoHnc3doa51s1DA2g9zyReXQiAi74vIr4jIrxhjftIY8xPGmJ/8LB77y0ruEy4R4W/8pX9fhZkFiHUup3bSTr/3ffaWKFlcWp2TELmPeDQHUQue6Vi95KzDDAdq//HgTCHTeda3RC3NjzwgfbGjNR12tcPvDzgbYTqPmAjGORQl7nINuwKJDDbPiK/21PMU2xmSQ8P+3hjjIjo64n0gGIhDhx8kyDrgXzulncSYyJE/K+lO5pQDS3pbYzZ75I0zkidrksJjDhXN6Qg6q/Y5yQiXOeKbgu5oiLce8/yG+qffItm2iri83VOfjUjXDUQDSBKMeMLxCEvfxp0NkMZQP5iQvntLsmsIRYNvPc3FHGtg9Js3VA8n+GlMfFPSznPacUL85Ja07OjmA6KXa+rXToivD9h9Rff4BCOG7qv31KEgQHp1ULHscURYXiKjnPTFlmY2wlQdkTPY955jOqH6idex64Jk1Ruelmp9FNUdkqc0b51i1hXRomH/o3MG/+01fj4kW1SYYGjniWo61g0kerzbVFgxdNMhJo3InmwxuwOMh4QqQOERa5HbNdUfeQMs2GudrbqmItoJ3dGAZNNQno6o3j4iWWpbujnK6GJL1Aaa2y3RN55gi3P8gyNwYLYb9l+ZEW8cUjcky1LnwVVHdZTS5SPs9RbKRu18ZiOCM1BUuF1B9SMnxKUQXW/x1pM+UfcEnzhs5QmJI3mxpzkf055lRNuW/JsL2nFEezLSyv0Pv0myqEg2BTIdUR/njP6/36B97Zj2/hSKBn+UEe89MY8InWDXB7qLMXhoZzGuaFRk+2gMh4b6/hi32IF45GaNHD8k2jf4JMKmE2Q4IIxS2JW4ssGWNTiHrT0mijHDEYxyVSaqalySILu9Jnmg7t91o3Y8WQaAyTNVLYoiRcDWvu9SmruNgz/xL/yxz3m3+h7rC1bJfa8lIv/w7ntjzJvGmD8OLO8qPGPMvyIif/3jPt6XldwnXMYYvvbTb939pGhJH7Q6a1pMlqlR5CBTTTvnIIoheM0kx+qBRRJrtni7RB6eEWZD5PwIkkhJ4MaANZibBbLa4T68pTEdcjGn/ZFHyCilfjTFH49gEBOqGvPuc/Y/dkZzb6KmlO+/pJGO5tGU5mxIMYkI8wHdLCNZqeK6qWqy92+RzZbu0TEySIj6DYo8U96QMYTYEbIUu9OMOeQx0SGQf7hW5aJ9gR9GdD0lICSQ39SY2YR072mHEc1UeVhx4WlnmSpOXC0JZS+btCmI1hXxu9e45Y7sN54TEp27mfGo9yFz1PeGCtm/3BMvG/Kna5ISDBaLU8FdI4QsIb3c4YqO7nyCn6RET25hV2CLDnHoa1huSRc10WiC7A9I43G1J9qUJO+8RB6da/tyfcAeamzdYbOM4o0pzf0hPjLY0pNeV2SrmnhdMvjVS9gf6I5y2sTAbISkMaQJ0aogpI5oVRItC032VxulmbQdNstV8Duo7BSPzuCrj9Wh4bYhfbIgDBM1A333Ge7JFc3AMPy7v0X+Ky+wu4ZmmiLDhKhs1az0fEb71j2CBOL3b/DFAfYH0nevMRiyb19DUWFbr/5tT7ckqxb/1j0kcYSzCdGTG9rjITJS78N01WqLHaF9dEyYDWGUEe1bbOuJF5X6vMWO+BCIPrylfm2GnEzUWeF6h7vcIKmjnaS045jk3RvC1x5jTo4IMZBFpC8PmLKhHSiwqXrzhObRBLMvSdct6aLGEwjTHDNIGPziu7Da4qcDwvmckDqt0sY5/mhI+9Y5dlsRBYOMckUylyXsdtqxcFbHC85h5xO1w2pbTJpik1hbkGmCnYx07tZ1hPUWBEVtlhX0tKK7cYaLHaPZ8Ie0a320fr8pnojIz/cGqe8bY/7Znj7wiVzDv6zkPsWyts/OjOmbESrQjAiyP2BGA50nRWqfY0DRknttkRHHSFFqUjWdwHqvwS2yyGKDnM37Hn8/64stNk1gkOCtIXm2wViLr7xa9CQJrgvw6Jx0H/TGPnjC6QQf91fsICV1A7pGIfl15ok60SqpLDCNI3r3KTIdYR7fw0QdIVKRZ3cQ7HJPN0iIy5ZmmmF8qbqdbUO8D9jVgfZigiks7cMjkhd72oHFO5DM4m42RJWnO58iBvwkxn1wqRYoxzNs54k/vIKJIg67FGQ+waQxeINpA+mqIhz2uMcnNK8dKYqNoNKAJtANLNlqT5gMsCahfntIfFPgthXRocOfGcL9YySz4GLimz2m7rlTPiDWEkushO+6IYxzwlcf4qsSvnpfgRXLAusFXxfkv76hGSYQZTAdEh06ynlG8s4tLlYR5vydGwyGEASSHH8o6P7gfYwX0tsdpCl+sYZhglhwtxvCdER0qGgTB7HFrUpF7V3tqSYp+XBAKErqr58z+AcvENuR/9K7dG/fx2aZ6nGmKKG+Rd+7g/jpDYLBDAekL3eEtiOyOeUkxv/hN0nfvQHf0Tw6wr1YE+1LcBF+PlIh8qImfbqkvj8hPJojTUt77wh/lJO9v6Z5MMGUen15I7i6o3owwecWWzb48xnR8xVyPMWHGj+bEC1XRF0NWUw9TbC7vcpoFS3Dd19AntKdKNm9Ph8wuNnjqpj0NxdExHTf+IDmp98mWkfY6w1JI0iW4edj7KGGzpP8xnPC4zPtrIQOu9xjMapEJAGTxHD/DHZ7uN0gux2y3WGDwMkMikpBKN4rCdxabU9udopizjO9l7tOkdQGdSAxFoxXyTf/BaknvkAB7JOsHm3588DPG2P+xCf52y+D3KdYNnI996W31HARNraEzmMi98pY0TqnYq3OYkQIPTDFJjHGJMhoAPMJ8t5TDZLDHM7mmMlIN9rG49+8h6QxblUQ3ewwix0Wi39xRdrdw3qhmw3pYosZJnTOYIsOay1dniDFnmTnkaIioI7d8fWB6nQM+476tSFxOaMZGqS7D12DjTPs8oB7uUIeneIzhz+fEG9rxDmCCzRHKTSdKnU0E6xLGf3Dl3SjhDDOcV7waYR/OMXUnu7RDFkURGWHDFPciw3+aw+x+wZ3vUaC0F7MCFWDefs+wQTi2xL2NaZFjVSHKSaLiW4O2KJFbITDYEIgXtfYtFQ4PGolY7YB51VlxhUVSRCqr5/iNo1agZ2peai/P4FdRRQc0U1LM8sQOyC52VMf5YRZSvqNpzAbEW0KFbQ+mdE9TpDzCTxZEdZrmM+IgqH76gOym0oh9wJMcux6h93s2P/RN0hf7IiCIzS1kpDHCWQxnbTYyBEmOZJGRM9XdGdjyuOEbNlqKy2gzhVJQvx8i52NCYcDMhlhohhXdpjFFpdabN3RzHU+GFUBHt7DIJT3hpiqJdl2+DwlfXnAHwrsYIB3BlqPf3xC2BZ4Z2geDsnfX1L+2EPiRUFUBxWNbjzpu0uIrELsLbQD1Wm124ro3UvcfKLCAjcHVUWxluhqg7y4JikDxkQcXhviKiH+zWfgYmR7iys99Y89xL5YUz0ckaw9ybqheTghKQ2Hrx4x+OXnkMeENMKWG6TuqN48JUoM5maljujOaWvxaoGkCW5fI4OE4DvccIwsNtp6Xu2hbVRYvZfp43gCqy3EsbbS21ZRlM7BodTuAyhdyDnEOY0hTfOR5N/dTC4I/9m/+//jn/oX/4nPebf67euLVKX9HtbPfpKDvwxyn2JdvH7CnVkqgs7YxPb9+P6itv0sbjAABDmUmDRGOq/IzKaBZaNK56cnSFcjmwOm1haQYJQse73SmxSnsku3W93knKU+H5FsWzAByRL8JIHIEC32KulVVAy+dUv5Y0oZkMMajKU5zrVqNB1SdUjVkpWGZhrj0xTTBGyW0L19oe0LL4gBt28ofU24d4YtOvL3lxhjcJdbzcRnOfHlChMCzeNjol9/TpokmH1JdzQiudzTnk6In9zC9kDYHHC114pgmmC6jvC1+9jrHTbP6S4mxP/g23R5QncyJDJgoxjrA+IsToy+tkJh5HI8IOSRSml1AXyH2+whSzGxI4xiopWSzo2xmMvbnpS9p/rxR4R9hf/Kqc7qlg3NLCV6scQRIZ3gWk1Y/CDF1A3OpXSA3++JVgW4lGSzJ+QZ+6+fEN4cgosYfXul1I++zdcNHdGzPX42IlpskVjo7k3Jf+0F9Y8+IC68InONpX40VcTnosRVBuvB5xH1xYBoUSLXS+RopG3CTYm3DjPJkekAP0ggCOmyohlG+PMJpmw16dkeCOfHdOMYtw7EncXsNgrYeb5GHp5qlR0JWMEUvne/FqKyo2s7vU4ub7Hnp/hprq35zBAvStrpkPDgDNqWZNVotT1K1V3ivQWcnWELRWyaqsMnMbxxSnpZQDKk8yskjQmnI6K9x4SA6QRX1IQA6bXHjcYcvnJC/u0rsJEmiEWj5+tHX8Pe7PQ1TwZQ17rBz8ZIHiHDDG8Es93A6xdwucLtSwWSWQvjkerN5pmiKXujY/rWunivXZmeIiC1zvVUr1K5s8ZYpez0a3Y6+dz3qt+2fh8pnvxuS0T+809y/JdB7lOsYlf/9l84i1ICguJRTMClqc7pDgeV/bpzFj6ZElYbdZlOYkyWqBBylivPrulgOqRLrCpbPLmCJMJmMcFYurfukxQdJo6JFlv8ZIz0pqjs1BvLRin10JFsGpofeYBbViQvD9THueobOqftmizCbA7YVaEtrDXUxxkycDQSiFrouoZ009FOU5p7E9zqgFt32EOLOEM3HWNGqXKGXKzyU+KwN3tMbHHrSof3aYpMxkSLPXZfInGMjWMIBjsakIRAdTwgeeelGr6eBPyipfvRR3SpJX65IXp5RTie4kc5dneAKKG6GJCsEwXeNAGeXuL/yFeIrrfYZ7fI/XNqGuJDR3zb4C732qY6miLHE2yA6FCQ/dZL7PpAlI+1Ikkh2lS9GabDiQUTESYp7ShGrCHkMabxyL1jJMkwt2uk62juzQh5TPLeLbZBXcXzBNN54kVNN88wcUTcaBXgNjV21cJ0QvL+LTbPVDM09eQvSuz6ADdLlbFyhuhmS/5igf+RBzAbYdclYa5ozZBC92BC/HxLbBzNUUadqCtDe+aweUSwgnFDon2JOHW8MElCGA8Is5TuYozxAfdyQzIYYncVURDcTaFKIBKQyBF/eItzEVJVmM2e9CbBP5ghIrhNpWjH0zFmdcClMab2xF5ozibEq4o2tdgu4A5efYnSjOZCqRQyOMYeKkwXcIXHOEu00VmmBI9pDLy4YvitCo4mSBxhG0/4ygmdsbgnN8ikp1M8OEW8J7ne0knAXK/hwYlSbxqP7EtwljDMsPsCJiPY66xU7pzC6xaKAjMaaoBLExViB5UFS1Qxh67TvwHEykfalRZ+5B9/+/Paon7n9QUOcsaY11GX8H8MuCOBv4fKev0/ROQXPs3jfkEaxb+/1n/xN/8rfpv4Ted7vTpRlGQc6TDbew1c45HybjqPv7rRWZ1z4CxSN5jFBrNVd2TpCaTuyTVyu8E+OMe/fk9bkg+PcPuSUJb98DuFQ4n7lXfhZq1WIhbk+obBhyuMBNqTAYxTgjNIHmO3DaYNuCdL4m89x21LmkdHdLFVekNiQQK26HB1hwmW5nRAfGhx+5bIg73dqUP0a2dqy3NoiMtAcrmHJMFuK8gT2sdHVPMEKQqFowN2WyJtS0i1Ldfdm9E8mOOTiLQE4w3Mx4Q4wjWB+NkK4xzt6yeYPKcdp5ibtZ4vDLQBqUtC1yLi8V97jF3uCUmEWe8wL29Jbwvs1Qq73lPPc3zm6IJ6hfnY0t0/VsTdZEj5aErrAt3jY7qTMUEE50EmQySJCZHFxJFa+ByUmpEuVAFDgleo+jhX0NB4jB0OqXOLu90jh5p4WeIaoTsaYpzFtQGbxHQDgw2CaTpCCLj1AZ68xFQN1jjkdE5kYwhKFbCRI/tggR9G2DjS95IpFy2+PmCzXMXANyUeiMqOaN3SpVZpAesCHzkiG+FKj9QVGENcqLwX1yuilyui57fYTUmTW0QsZDl+qGIF7YNjZDqmPR7QTVPCxZQwSKBu8JmhmSS42z2MM0KuRGiJLfblgtDW2Ks18bamO8mVV2aN2lclMYwzoipgl1tMWeFjaM/HdMdDaDrM1Qo5P0bO5oRhijw6VV/F1BI9ucY+uya6Wqv+JRBVCvUPFzPCwxNM1eJ+7T1sEOy+xm4OYB2SqYUOk6G2h9MEsFCU+rkPByrX9R3SXXeCzBICPZ/8o+3BGv0+CL/0H78CDf5QluGLSyEwxvx/0GA2B34O+J/3Xz/Xv/SfN8b8p71g8ydaX1Zyn2JZZ/FtBxgNViFo1he8DiY8iorLUgWZ7PZKHk1i7e+PRviq1vug67Q1de8EqhYmA0XYJakqnu8OyCSDxELVEEYp8aGme/2caFNC1RLeuE+YDbGrCu883b0Z7Dva4yHZdYnZFJi6IVoa2kmO5DHGd7hDRzfINTBGBruusJeCyTIEoTofYNcVGMFeLuimGZLHuEZbVtJ0NEcx4WRE+mSH84LZVTSnQ2xZY1+uCfeOoKjgUOJnQ9xoSBimhOMJpgnKF2w6wjTDeOjeOiNaV0SHlvq1Y0zRQtXiSg2M6bok5CnhdKazntbpZpfHuGc3yIMYySzRbz7HvfaQcLtCYkf79Qe4baVZXVmre8CDOfHVDoLgXi6QixPcoaX8yinprz7DLDbIVx/j9xX+OFctzdVOIfVphI8NURGQNIGnL4m6QLevkV3J6EVK/foRpgtEUUqIDNZaJHKYfU0IgfIkxYxOIY2Ibyua9kB4OCfZKeGa0zntyYhwu4PpnOhbz6h/+g3svsY/PCb+5gv8cYqZDTBlozOhLMKUNf7hBLsukcjAKKU7CUjdEl1uSLc1nRUiYwnPb/HjjHAyI/lwiRkPyYsaebYiPDiBrfIG03VNdxKp19/Ll5jDiZrR1i3SGqJvPMX8+FfU2kiE9mJM8u6S7mSApDGSWMzlGtvoDDuOM7ysCa1W12aYYw6N2vU8P+AdMB0Q3Rqa6VCRsHWAyBJ5S3t+jLnZ4Rdr/GunmLbBpIbsnRts3SFHM7pJRv3GnOTFDnuzAgxmvcN1KLft/BiKChNHyOlcaT7XtzCe6jzVBw184xTTtVDXyGKFyVOkrPUxrLqJ33FkbZYhbdePMEKvXylgDD/5x3/sh7Nhfce6Sza/SMsY8/eBvy0if/b7HPfnUT3LP/VJHv/LSu5TLLkjeRqjnLh+yGzgleqJHeTYXjEB37c8ADcZI40q5TMawWCAm03hvWfQqNGjRA7Z7jDWEOZjzGKrau4vlkTffAGDjM5BO4qxYrDLHc0swQWPmQyQowlRG0g+WEDTUT2eU48j/DgjXuxJ/8F7yDDHPzwhutmRfPsS9nuqk0wlj7oGiRzJ5YHoVz8ke76D0QA/V3BDsCjaLovJP9yQf+MaISBtS3K5Jn/nErOrsFdrbNHBxakiDC10dPg8wR5qxLfUJxlyOOBWB2S5Vbuh1UZbUmWrwasNJJc7bJTQSaeag4OE9nyiz7s9wEgzcLfYka4aGGf4tiE8PkXmY5xLkPlYpZxmU+WrX25oj4fYNKF58wy5XeF9x/BbSyKXYB/fR0a5totvtoS6gX2Ju1rh3n2uCboDqRp4fE7z2qkS1zd72qGqY9ibdc9btFoFJjHxO89Jbg6kL7ZgLO5G0X7+7Qttfa22SmKOU5KnC+ztBrPawb1T0qsD6VWBzWLkfEKyqLBVp4LVsdVM3Gj7XGKHyzKiZwvMr36L9iwnenZDdzTSNt3uQHeSk5Rg24CL1BaIxRq5OFLNxtGQqBV8WRJCTf3GFJOkRE1AEos3ARPFyNdfw5aNOkJcLhn8l++S7BulCRQd9tmS+LeeEYnFzMbKy3z9Pt0kI/EW68F5SF5u8L7FjDK43RCswb77gujFFhM7zE6dwa1A9eYx/rUTlcfLE+y2xDUBG8fqHGANg28viV4uaY6GNF+5wGxKSBPViA2iX1dLeO+5tjaP5xiv3FSCxwQPtyulmsznmOlEK7y4r0y917ldFGOnE723ndUKDl7x5CZHI979lR+IatXHX/IJvj6nZYz53wJ/Q0T+d9/vWBH5y8Df6f/mY68vK7lPscbHY1ZXG/1BRK1ykqSv6FTqS5pW2xtZqjdSkrzStCMEvXl2e8zpsfJqqgrqBpPEKm1176TnywluX2G2Rf84EVLVyPiE+Ns7rYruTRn+0vv4oxHic9JNC61Cl9thjH1xi6lb3Gah1cSuIP6tZ0oXGOZ0D44geOIPb7CdtlwkT7UV9GOv0/mALVpFyJ2M1ZtuX0NTY8oakyXEt3t8HtHcm+H2NXHh4eIMsyiwztLNhlinLcrIW0xR45qO7rYgfnJD9+iUcDrWx/UGs9tgpCXeV8ihpLs4ItkVmBM19gxNh31ZYBZbZDbGtAE5mmJKT3CGaDpDtjvEi0LQ6w53aNU1wRqILd00J3u6pBun+MdzomXZw8wtuIhuFPXq/BbTeFXEH+Q0I6dyYALudgcIzjiqByPSFwfk9fvEweAvN9ibDZLGWN9Qf/VcAT8/8oj4Wy/AB6LJgDtX+fjpGtqOLo/xr52SPF3DaKAzIgO17UhrQzMfYJclNhlgfUNoGpqTAfFvPaU+GxPVLdHTBbLb0zZzoiiB1+6TPNvS3ZtjRzmh6fCR0lF8HGNrp7O2PENavW6DeLx43L5UxOH1Hn88pn37Ahml4AXifkPvPCHLMGWLP53C6ZxQt1ixRJuazljkrQf4PNL5Wd3hBFxnMNuSOjGY5wtF7751oYo7AlGw1NMxNk4IZa0tyXIL+QTnhXBxRPJsg4SCcO8I2VeEZYW/f0I4GuJerIlfVrg0ppt0ykeMYwWMjTIVRR/mMEiRQ4nsC1w+gCwBC1J3kMSK2r1d6j1/16psOwWa1GpUHHYHSBOk6wWi746zjt3qwPJy/XluU99zfZboyr6yAvhp4L/pg9B3//97wBGAiPzc93iYPykiH7syE5G/Yoz5G5/kdX5ZyX2K1dTa539lrRNF2u+29pXljniPtJ36UJUlrNea4RUqFmzihBBZqGoNcMMcjkeECMJS51CmbjDbApn1iunTAWakLtduUSra71Bgn9xQf/UezSzDYujmKdXX7+HvzXBNwOUj/FcfYOZTugfHmDQlGGjePMGPc+J1hR+kcHqkLdGHpxo4AFN5bCN0lQJITFGp0WrvRiBRrEP7Xt4ILPZ2A12jDgSJnhv3a+/ivv2CdhzTparrGUYZydMltB3uao0ME4ID/5VzwiAmXpcwmcBkRLTaE2KtnsM0I8xzrIgS6J2B5U6V5PuKuUsM3cUMIkd8tSMqPWGY0p6N6AaOdhiTvdzSnY3xDga/9pz2fEx7OtDNabMnerGCfU13bwqJo7uYIr5DzmbI8RRJEjiaYNY7dY6uPBwOmH2p6i5BVW5M5yGKSa9L7L7FLQ/I6QymQ0gi4k2lgIVhTrSrcJVKtJlBhilq6vMh4luSyx3FG1P8JMZUJVzeEHZbsJbuYkL35gXpix12NIY4IsxGWnl0gnGOaLlXe57WY7OMuGixxuGnGYGAaT1GrMrICcTXe1zZQqHoWJumJC/3uJUCNeJ9i7l3ou7dwSKpImTjbQX7Ane1JjQN3nhsntKdTXo6RwM+0GYOMdAeDSF2dCcjJNVgY8oOWzXIYoW1TtHK1hA1ATubEsYJZl2S/MZTuszSnAwIsaV5bQ7OEX14jXtfFWzCvWPwgusM9o2HMBlAFmG2VT9jC725sMcYS1itdDaOUURsliCrjQazzmPiGJMkyocNHnFOE1gDdCrppe3KfsMInjiL+KP/wz/8+W5U32t9RpWcMeavichf7r/+DPDPfUfQwxjzl4D3RORv9cHtLWPMn/4eD/VpytvVJzn4yyD3KVZ9qHpdOlVAAeXLhX6+Jhit4ozBt61WeZFCk6XtVAkljnB5jjiLmY4x9897i51EH+9SlTm4XRNmQ/zJhJBntA+P8KMECR3l2QAAm6n2XuRSoiogVUu0KlSpYZwplLwTpG6UjDsZ0vzYIyXBYghAXHrCMMHfP0GqmjDoOVmxpTlKcI2nmw/w05xoUej8se3wcf/+75/grArTmtGQ9s0L2ospEgI+dup0bg3p040G+OMx5malItOPT+BkTrQ4qIHqyzX+7AiZjbUFZh1hPKR+7UQDmjGYoiVczOB2Tbw4wHiAzIb4UUKILcSRAja6DhkkSjWIDdHVFnuzI7KRmo7uKuzVivp8jFsXJItaZ6nzMXYwxJU1tmjw1oAPKhf23hWhrjBNS/zOC0hTzK4g+fWn2G2BqztC08DlLTIZKjn/aATvPiP4BhmmhEFC9+iEgOCPVRnfJDHtmxeqG1lrW7ab54p+7QQ/HeK2DdFzbV93X72PHY2wVUf6S+9iny+QoqCLQdCWmxHBW70224dzutfP6QYOnyi8PZSlCg84PWddYmA6UCCPAeIYPxvhWminKcY5nO+wtYemJbSe7mhENx+Bs3THE9r7R+oFZyxx4zFdi71ekVxtkSTSijG2Cs1PI6JDizQt+U6DsY0iog+ucTiat8/VI9EaXGdUqPz5LdmvPsWnFrPcalsxdiqRVnSE6RDrYlyIiG92uHWhuq+3a+TJS521YWCY4rsGWW+RONbr7eIEc3oMTYd8+Bz58AW0vaBDFCli04Df7pCywsQxFtWwvRNotpEChFS3Xa/Xtmy5fbb8HHep770+C8UTY8wMWH/Xr/8aapdzt/6ciPyt7/j5b3/X/9+tTxSw+vXdz/27ri+D3KdYP/bHflS/6WV7lBAasGmGTVMli/tAaFsoK4IPMBgSmka1LUUH0UR9S8MabVXWmvFzfgync+TNB5iTOfZqjfv2c+z7z6DtCBIgccSXa2g9nQTSv/cNzM2adr0kvtqpr1fjkV52yRhDkKCziNMpUYiIt43e/D4grbavQq4Gp7ZqaScpYgVXdkjbYHcFrhFVELnaYAS6t89ppzkhsTTnIySP6Sa5Onov9/DyWpUklltkkBG1gnn/JcFBN8sJwSPnc6VBvFxh0gyTZ1pBxBF+FENk6d46J76rgm43Wh0VFVE2QJKI+P1ruFpjLldEH1wT3e7hvWd081w3sLpSl2kRokMNLsZY1Rm0+5r4Zq+SXddrZLMjZAk+MpAkJB/c4lqPqTu1mdkVassSgvIa8xQ/yZFxTjg7oossQsAPEnwaaeKzXCFZgt0UxC8WuOs1JgTcpoCyxZdFDx6J8LGjG8aqi7mqiJpO501FgxENQnI6wzRCN4zxocFFCTZJcVGKjWJkPqY9GSJXC50F+kBIYvVIM1arttEA5lPiqx3xt17CMMe+9xy3KrEuUp4cgpmOaS/GtA/mmqDhiBfa2nXW4WNIbneYptXZYaZdCvEtciiwnYGTuVIIbgpFngoqc2cspm6JDx5JHFHtdZY81MrPHw31Gmk6vY6jCO6fYKyq8cjj+0Sbmvidl4qADEL3eE53PFJD011ByGIil6gLyOmRIiInA7r9DpKIcDxBSnVF93UNqw2mqiBP9TY3PcAsS5FnL7RzMxjgBgMN9Hcz954/J3du4BgtikQwseWtn3j9896q/tH12VRyR8Cf/x5eb28CGGP+se/xN0vgEymV/C7rEzVdvwxyn2KN56OeCC49CEWzn1CVr0xU1YUAdQ1GsH0lZ4DQdkgUIdOx3nTXSx32f/gcU1aw3EAaqUs46DwuTWn/0JvQdETBkj5Zqeca4LCvNlxeuyAcjeiGCXFA1dzrjvTJCuMD9eM5rROVj2raVwot0fUG03UwyPDzYe9p57Fi1f/r7ASSFNsjNek65YL92ofY5Q57uSL+lfdI/uG3kdQRLXry+3gIkcM/PqV76xyPYA8VSeGJ9x0ujgGrEkzOqapE12n10VSw2GLFYDZFD9EOmOlQvezQasTPR3QPj2GSw/6gc8q6xhhHtK4xyw18+ALX+H4GeUJnA+1hj1nvMW89xMSJwvWBkCsUvTlK8aMUf/+IcDpFnCW53MFgoCT+2msbOXGYQ4XdlthK+Y/4AMOc+GZLtC4wWYYdDrBRRHs0BjHY1QEnDj/Pad8+pz0d4doOs1gB6sgghwPt/SkSWkUCCjpvbTui5QH35BpTdch0hL+Y4UWJy2GzJ13V+EcnyDgjiO/BPh1CgPVWhQZGA8JkRIgcYbGE82Ok6whZpEAMEdWkHGZE713ht1vCbIDPHWZzgKbFfeulgqXiiO61I3zoCJMB/mxO+9oJEkFAH6d7dITEWs0RhO5spKosTYMY9fJrpwkhjQiJBWPpJglhoHJrIYvAGtqLuQJuXIRNE/UgPJlgukD6soC6RbynffOMEFnC9Y1SfcZDzMsbusQg945xmwKz62exbYerGsgypTMkCfbBBRI7oFc3mk7B6FhCgu9F14OaqYag97i1Oqfv2QNYixGjye4Pc8lnQyEQkfeAP9z/e7f+JPB3+u+P0KD2nWsNr6rA71zf/fPHWZ/ob74EnnyK5YPvuS8oykpEL6A41jam1dzBTMaYhX7WIqLIwTTB5qnO6aoaSSL9G9GgSRewLiJcr1Qz7+tvQOg96KyjuzdEvvmCRARX6XNJ5Ag/+VUCenX6PMZu9vBiiXntnOiDa/z5nHB2jLEGc6gVDJFniDME7xU88uEC8oxuPsTta9pRigkBPx9gqw6TZEhq8EWBjbWdaXDElacrVUVeogizLbHi8HFM97UHmNUOs9gTv9wqXDuOtCIlYKYj5WmtNoS3H9Kdj7G7BlvUCA3mZK4IxOcLTNkoECNJQRQRiAEbRK1u2g6+8rpaHK33cLvEnMwwgxzz2n1kvde5jDUkQHM+wzxfqAJ9lhJ2e3xfgVkfiJ8vMfdONJCtt0TiMG3ArPfw2jluW4FxVA9mRMuS0Hiw6n7uqhbbQpgMaR8f43YNUnsk00rfnye4qtNr4nSAqT0hc4pcfese4eEJ6a88AQm4D27oXjsnebogfv+mFxYAe7vWYPHwHNnsMbsW62KaYUxUWNpJjttV2OsN7cMjZJYT/8YzlR7LI2Sg75nQEs6nuA+usMNRv4Gjwep4iF1siZzDz6e45wu6yGL3FXa5RfYlQYTm0Yzo2Qq39HA8xd+fQdGSXm5pY5RC0XTYSpAgryq4bHGgSYDJiFBW2HUJTVCFHmuJNhXiLFELpmlV5xWHnY0hCrQjSzABc2g02DtVw7HGaCszHqsr+49MMWI1gVyscS9VCIBBjmu1UgyPzwmF+i5i0OqxrGGYE3aFXletksJ/O8isgyRRDFqveKLtHfMqCfad57d+8Vv8wf/uj3zOu9VHy/CJgCcnPbT/bv3cdwJHROSXXz2uBq4/AdwNHWff4/Hugt4Rv73d+DPGmN+VOvA91gz4X3zcg78Mcp9wHTYFf+/f+yX9wZreWudO4se/Os7kGaEodEjetB8JtzqLVLUqngCy3eoNE0cKPhFRGHKpAZEPXoBztF851ZnRbYE3lurBGEdEaGr8ownxpiEkFrMpMYcaszsQXruALKH5yoW2RBOH2VRE7zyFQU57Oia63MJsSEgc9sPn+K+9hjOWMMmJbzZIntGNUuy61vbhfELyYoWNHR5UBSKOMVFEeHgKQIgt8o3nmC7FRkYD33Ss2fHRWLmAxtCNEmwSY6/W0CNRo+s9rvKYtaIWpWyRLIGTGeZWFe2jbUmwYJ5fKnn4bI4UBRanKhNdwJ9OsFmkFVYbKyjnagMuIQwSfOiINgX+dIY71AQRVZkXg8xGuCcLjBdY7fGP5pjxkNB6GGW4l5dqcZQ6JEtwTxbq6H06wVlHtNzRXRzDuqBNDNHLjc7pdnvkfqY2L89vMUWLIMTvFNoePR5i37/GCMhkogjXyRAzTkEU8m86j793ov6FaaIVSNlghwOa3OLeeY5rKuxwiBQV7f0Z2dNbkg9vCb+6xQTBPzjFtoJ0NaQJ/kceYX/528h8hG0aurqme+MYa0Vnxm2HP5/ilgXheII7NEpBmAyxWO06fHANeY7zBnu7p1tZnLOELIFIkMTBZo9PU9y2xC7X+Lcf0MWGuAXZHLDW0k5TosUO8oD4Vmehg4TudoeLItx4jHmxgH1F+/gYW1SYPEayCDkaY1cFghCtDgQE5w1hPsBY1ZH196a41BEFg1kpvcf3SR5XS207CjpDH+XIixuV54tjZLlUThxogGu0WjQYTWw7r2on0s/8LIpANYZ0kPLWH3r9c9unfsf18XlytyLyUx/z2L8J/A++o7Jb0yMqv2Pd/fzdFd57qMrJxx1YHgN//vse9R3ryyD3CddwOuBr//hbvPOL72r15qxe9KGfs1nzCpRiXaRAE1HQh5mOe2DGCNlsCSFgjmbIvsDECYyHiDOwWMEbDzFFjUkizPGE6GZPdzzE0cBGbXIkcpjJCPetS7rHZ9jQIzzTGJ7tQQT/1YfQQXy7V1eBmzVhMkTmI9yhxQ9TrPeY1iBfew1/McE8W0MaIV3Adl4VJtJUg2jd4s+myOUKOpRmUDY6u9kVuMWeMBmqqv+hxDkdyAuCuARWe5CgXKfLW3h8T53Fy1Lfe9PRnI2I6xJzaOD2Fv+11+lORiSbA83DI9zzJTaOEQx+f8CczyEyqkiSx1rJCrBYY14uMI8ekCxLDRxAGKe66S52an+zLaFutGLznuRqryohoYPxgOi3nhHO5ri667l395TPmKfYslKFmKrr5386yzNBkEFK/O1nEDr8V1/DtK1KfC326uCQCP7ekbaAq5r4Wy8xUYS8eR/TNPjFCjMdYFZKZg7zMe5QYYoKmY+RE+VsSV0jBuJN3aMFO616EnWgb187J365xMYR4Y17yDDD3R4wvlNLmdsd9uyYIB1hOCJaG+yLDSx3tF+9R3dvhtvVhFGGxJZocUCKWo18D4XyCAFzGuPpkNkE1/TXjTO4BqIPbglG4HaHTAeEH3sTc7nUALE5KOx+PMKOMpiOlCZDAvMBZt9gvUEWKzid0r11QfJ0RVQFwnBAdLOB3YFmmEMW4yNDlMSY/QG73CGzAexrbNlC5jTAW9EkInFwPMNsVMbLfPgCGWTaYuw67HCgr6VPQM1goPSKF5d9G1L02ncJYPqZpUV8rRq1oLxZZwnhh9yu5LOlEMArFOXPfmdlhwas2XcdOgMQkfV3/f5vici/9Qmf87tngb/r+nIm9ymWtbYPcK7P3DTAmThWPtEgVyQlqGNxnkOeaSBr+wG6NdjhADMaYWdTzHwMg0z96F5/iElTyFMd7Lcd5lATHVpCZPEPT0gKwWwPuLLFpgl2V+gcqGpw60LbenGMfbFQKa3NDqka5N4pcjzBmAi3KRUocjxCCLh9TfJ8i92X2MUO4z0SGeJNTeha/CDGPV+pvubRGHOzxt6skFGGNQ5Xqyq72ZfIMMcOhirB9fIWs+uJutZhtnudqX3lEc44rIA5O8H95hPci1sVdH54DFkM56cwzHFNUDrAOy9gOuwBH4lWw84iw4Fm31jiZaHVDQ5O5jSzXNUpmpYud6oX+WyhqFdn8QSkrhX1l8Z67CAjnM1hvYPbpVYVJmCNUVWL2Ugz+baH2OcRGIfxHkY5bPbY9V55kvOZgoBul4ounORIFuFTh0hQYrrr296TEebbT3FXK7h/rHOfosQFi3UxTMeYs2MV6c4zbNHA2Ywui+iOh/hY3QdC2xKVDclvPSPaFgrvv3+OebnCfeMJvP9E6YAdRI0gkVUFk10JgKy2cL0g/fWnKsQshqhsVMOxbTRgRU7l4mYT2j/4Or4qsAcVSPZ4WK4xmz0midRxYzbBTIYYbzA3G0zTKQL2wSmMBzrDaju6cazvYZLr57jaY9sWLuaqF1o0Op+N+qTSGsLFMbbs4IMr3K6hOxoS5hPIM9y3XuAWO0z/fsNshLV3YwZFzQbXJ6yzCebiVDszQQhlqZxXr6ASslRRlaORGv7mmZLPnVOYiQRt//cjizsyeFe3/Mbfe+fz36y+c33GZPCeEvC37wLcHeCk/3n9XYcf8dHM7qOXJPIXPvHb+IR/82WQ+xTrnV/8NqAwbaAPaKLoySxVLbs7W45IxZkxBilKrfJ2e4hjQtdpFi4B2e4JoZe5ipRq4MuakDjckyvMeqs3zu6A3ZVKwu4C3fEADmrDY+tO/beGCYw047RVA3lKGOeYUU7YH/S1mQDeYxc7kt98rrysQwVVjTVWYf3jnDDKVd9vtSf94FaJwasdtmrBOcJkiCkq6FowBn86Uz5b1cDNLSFWjlOw4Ddb/HqjG8XJFLerMNsD3G6x2wPhZIxMhjDINGvugTrG2FeVocGoUee+gADy+KLnGzYqz7WvwVqiTuBmiUSW6GaFSWLkZon94JLonQ+1ErOW+HaPjSKk89gkIao6zO5AvNgpETyycO8c995LpNb3LJe3ig60llA1yP0TbKyfuzu02LLF3qwx+xLSGHEgyw3mzUevlOuNdcjZHHuzpvOttrDbDnMo9bXOJ+qr1gVMpei9YDxyqJAPnqve6bee0B32mNst8csV8TvP4MWNqsUEwYvHerA20iSs89iTmZLL33yI2xZ0A3VskFGOee85ZrHWOdKLW/xXH0HkSJ7cKM2gC2pe+viUIB46Dw8vkKMx8cstcv+UMMyQqsQu98i+oJvkhKpStGUaIyGoiLix+JMZzcWEECui149zJE+wpUecwZUtblfjnBoJ20OnsmBpjD+b6rVQtvhR1isNBXh0qrvadIgfp3SnQ2SUqxVOnmrSEDtks8P2FAtTNtjVQd9P5KDp1VBMDyKJI6RpcPfUlYNOSeAmy3RWLqLAGxcpOMUYpQNBjzwR2tbz9JsvPv/N6rvWZ6Vd2Xu6HQF/3xgz66urf+47Dvm57+LF/Uk+odnpZ7W+DHKfYmlLAg1YIfQirH1fvu1ewYepKkLXErY75FAgjWagoW7UWXg6goNylCSJdUZwKKETVYGvazVmvDhWrlVkNHDVgbDfY5db7NMbQhzR3j8miMc9v4W204qp9XBxoui+4UArzcGAqPDYTYEMUlyi3KeQRMjJVGHdCOk3X8K+QK4XBGexIpi2Q8pKs+5DqY83GmKiRKuamyX26ZWqx7cNYTJShZU0wQaQx2fIMMPsDthWYLXTDSV2dPMhMh1C43XGEzlF5OUJ5ukVslODSnl0irvdYtFN2zh1Aucb7+OeLwBBhik8uVI9xCRR/cvLW22tdVrthiTC1b1o7/EEeXCKjAYIPZq19Wr4OsogdXreWk/wnYJmrheExQozzDAuQjYKofcbpVZgjW681mJqj5mNlJ+1LXGVBx+wuxoZDYlWByhK5M2HhNmIMEhVYWUwgH2FKe+krKza6syGMOhJznmCDFMV904T7P0L7PkpcnZMmI0J85FqLiYRnh7anqVgI4JzmJsV7Xyg1+vjC/wwh8ZjHpwRV4IMM4X8Nx6KmpA63dQvjpE8wzUB8+5TxLfYqsWmqc6wRODeqdrc5JnST5Y7bcd2Oos0cYRdHPChoZsNlM+4rzThmY7UgDWIihAMBpg0wjjlENI0tOMEP8twmwPuZk38bIF7cgsSMO9f4vY1dlvhjydqx7TeY43FPr/R1qHpZdA6df6g7rDLDbJYY6yDsyNIY0xd9yIDautEHOnrz1NF0ibxK0I5d04ErSZ9JorAWv7cX/yf8s/+a//MD2vL+mh9BpVcDzT522jQWvVf7/KRcwAi8rPAm8aYP92TxN/9Lt7c3WP9K7/Xt/T91pczuU+x/rW/+i/xf/mZv6699rjP3qz6yUnbKx/cyXn5gKQp9u7/93uC94TDARv1QaWqMUFglMHlAjMcIpMBvlc4CYMU83KJeecpYg1uOiHMJ4RhQrSuCJc30HT41y9ohynR9ZpwcQLzkULAV2tMO8KMMgwWfzTUqq9sVMUhshA7gvdIkqj81niA7PdYItVeHA3gUGEenCMS8I/PMZcL5P3nSJ5hBwPCyyvk/IjuRx4SvfMCtnvkwZnyrSRgnlzjihq8YIJXUEMa68azKOiKAlvXRL/+IVJ3yBv3IY+R3/qQ6N0d/IE3tQqdjODJC/z5EdS1nu+f+jr+TvWkaOH8COnU58uczZHIQV0rarNtNWCjLTdb1Bogip4AfTQhpAksl8ibU+TZrZLQg8dEakIqqw3y+FyBCJHBeU84PYGixjy7xIyHYJzSILYH5LUzeLmAsgU3wu4LRRhORsjZEab12LKhfTDHffMp1lhCYTDDHD8bIOMh9vmtIhzzFC4XKkQ8HmIqjwwyQqSKN6SJqnfsK6hbQhrjypbuZIRvW5VzKxrMcoNxhuTJDT6xkKdadb64xpweEcYRYZTqPHm9wTw4x3VgrrbqnJ5GMMxgl2CMwe4bQnFQK6WTqVaOt1vkZIq9arQyjSK6PCFMB+A90dUCezrrqSmtihHkGURWOx1tp/zQh/egjrEE5b1drZTgPx8RRjnhZIxZ73E47K++hzs5JlQNzjh80SOVu5Zw70QJ3FGMH2Y6p6s7TNPoLDmJ9NqUgDmUyHSim37TImmmCMuAznA7r4lXn7waZX/rJuG9dm96253/5//hb/Lj/+Qf4Gs/9dYPZc8CegrB730o18/VzMc47i9/v2OAn+1RnO993yN/+2NvP+6xXwa5T7H+/f/7f/JqDhfatjdLVasa7rgxgradfIfLUi3urEHK6BXlQNre7bnzyDiD3QF5dKHEVBFcK/imhf1B5YbuHWu16MHWNRiHRA57coR/cKLVTZbhv/6azoO2Wq2pEK1Xzp1TfzM/Tok6QUynLUXvkTRVVFoaq7pGWanaQ11h7ERVMJoOu9ogu1KD9ldfU8PW5QaTRBBFxL/1XFtTj84AVakwuwLjIsI8Rca5qnGcHRGeX2O96OzkeIrsCpjkmEEGPaDFJropheVGb9I4Ru6dEJUNAUWCupcrZJDiTyeY91/A2QkUW8LjE9hWWu3VjToidF7l0F7egnNqUdN5xChCDh9gs1M5NIBHp8jqgL83wwTB5An2vQ65XsN0hB/l0HS4y37jXe+QNEFmOQbBZB08ucF3LbIrkPUGn8SErz3GFQ1S1dhtoYakRQHjMWE2gt0BWk+YTYn2FZJEuA+vsZMJIY6VexUZ9UBLYlyUwL5ErhZ4wJzMMZ2oK/Z4pO3QNMO+XGoVPRthd4W2aluHn42RQYYxDnO7IhxPtGo7nmImY7WA6jxc3kKWIOMRwXvcbA51QzdLYBjhjmZ6Te0Ldda20F3Mia83BAmKDt0XuBdL5N4xuAgZAWGP3VcqtnyoFPE6HhL+6B/AvVzBKFElmzbQPTrVe2xXYTpBygPkCYhDHp3r+XnyErGOMEiBgDx+gN1VmLJVN/NNoV2Dpkas0xb0bAK7sr9f+8qsafWm3u7Ui7BTNKbUlV7fXacWW5HyPAlBvw/hlfJJva85f+3kh7Fd/bb1BXQGP0YrwOPf5Rjpj/lLKIDlLwPfV9D5bn0Z5D7FmpxMepiwkj7vgp3twSbEsXLbRP3BZLNVCamq1TlYEmsv3xnlylkLWaaV0nLb6yL2osBxDFcrJRNfL5DxgJA4OD5SLs/1AuYT/bs0hrqDTLX1JHeK/npwji1r5e340GvtKcfO3EGmixoTjKru7/a4Q6kgivVWybF1jbx2rhXRco3JM/xiCZMhWDTQP7qHHE3gvRe4ssFXjVq/1C2SpbgAUlTqCfbNp8hoCMs14WSOWa4BgbMZPnPYfYNdbtTPa5Dp6ZxPYFtAqyojHGoFx0wGSFFpy3CcYxZbTNa3Z5d7ZFcowCHoFFVGA0zVEPrPQjoPpzPC5UJnqIAMcowPqm8ohmCEaLHX6s8a7HiorMSqIvrwVpGGmdJCODtWBORkAqs1cnaMjyM4GsKTW8xmi9w71Znf7RoTx4TTOXjBgooJiKhavvE4H9TpvGqxojMjm8aE55eYeqzdgzceYDYHTNMqqi9PkM1eW2kTDXButUeGHl4qMZrzY/x4hFjpM3zTuwskhMkQWzaELNVkxnjk9oA5mSJvPVAfw8UOGx+pE0Hi1FW7aBTJaI3y7ZzD92hFORw0yNYN0c1BRcuvFnDvDG6W+NkQORnjyhbz8hp7cYJ4QXxDOJ0p2KhsVW5uqOotZrUjDBLMcKTX8QeX2PsnSJ4gF2qMao7UPFUkqDCAtXSPLrCNx71catt2mEMaE64XmPFIxwSjnvSfJlqVeY+ZjJU03ydDkqWYPEN2B00InFPwmTG9fBiKqI4Ms9Pp57pPfc/1xQtyPyci/97vdoAx5i+itIG/A/yMiLz/SZ7gyyD3KVZXdx/RBVAFeXNnguo9UlWAGpqaVBGAtP1QW5RLY6oKxrkOwu+dwMtb9XFrGsyLa1yeE7Y7XD0izPpqYZJqMCpqGLVaOd07wRa1CsNKi4wG2H1ftYwH+NBhF1vC5gBvP9IKcpDglvuer2pgNlYkZuNVlcFFsNsp390oLFqiCHl+jckHmOlEM9a3HipIxlmssSBe52d9JcowxSYDTNVB65HpGBHBfngNhwrGQ32uNEHuD3AmIpQNpDnm5Y0CUHYHfc1vPtDEwgg2TVTTs24xJsNdbRS92nrc4oDPMuTZS+zZiZK9z47AWKyJlLLRNIAStf3uoBzFRsWKZXeArsPOp0gc45qALJbYOIHU4nYFMh0iw4Gi8bJUE4C6ws5nivw7HPAXx7irW8RFKjDsBVkVMBkiZzPszRpxEcymGGvww0TnsrsKCR73wSXBQZvEmOtbnfu1OkMUI8qpTBPsYACNunWbukZcjD0+0sSqafX6HOeE6RgjooH9/ART6rzXxK7Xymwgz5GuhasF5miCnA2RPMHcrBUZeTxRBwfvMXWjyijbDeFkAsOBzuT2td4HWdK38B32aqOI0jSBszlRHaAsCIMcc/9cJeQe34PUwXLXA3bUIUD5o5oA0nkFeE1ylXerK2yS4Mta588uRt56oOjfvf6tFdQTr2wJRUMY58rJrDvMzUqlzroOeXkDjy9UO1bAZknv+hHrTDOOIMvhdqWCBocC8lwr++9QObKDXOd938lH64UjftjrE5LBP5f1uyEljTH/E+DfQikJf1JE/vNP8xy/b4LcZ2Tr8Jmslx9c60Ucgm4+oO0+6VFzoVMtyuFAyaWDAbbr1Dg1TrRfn8SYXaEB8cml6uSliQaHulZARRThfQPTUyUpT1LMzZYwVR4akYWyxs9HOp9BlKC82iDTIdYHnBfYHggPThFRDUQT9QG5aVUlZLOD6yVhPCbM5pjE4YpaZ3RpomCXttX5kbMEJxA7rO9BAYgCZjY7zPkJZjjUirVuVLMySRRRaIBDgdw7gV2BE4ucq0uzVC3BWsJ0iHu3F8WNEsxRqpVJEChqbO2RzGIwyHiAlpFgD412gbtOXR2swVcN9uiIMJ8gtzuMBKQLyHysCLhhpvSGPIcnV/g/8DqsD0S7UsEHEghHU8z9U3XZFqOyWM7pz4cCjqfYtoPJuA+QHhGPaVToWfZ7/AfPkMf3tDK73WK3BvalOkrsD6qpuN5gIqcVXazi0WYyxnQVZrsn5JlurGmi866qxcwmKjmVj7DXG2SUKxp0uYNxjusyRYPGiSp3bPdEAU1MZmMlzlctdr1HjqawXOlmPJuohup6ryCiD54jF43OZb1VA9s4xZ/FSiV5vsA2KC8vS/S6vFkRpiMY5Jr8zEbIINd2/vqgFVBZ6zXYdTgCUoq+tkOBzXOwCWZdYG436gIwGyPzMdHyoPfJ5oCMwY6HsDlgm5ZwdqQAlkITUXPQmW1II+TZpV6X52d6TQ4H+OMRZn3ANo0mo7MxJojOG/t2sd5raDJwPNefrV6DJk3wyxV2kGsS0vYiD9+5N1lLlLqPkJc/rHWnm/sFX8aY14G/Bfwk8BdE5K/8Xh7v9wW68jO0dfhMVlMpckplfcKrgIfXITRxpBw4axUB2DSaVd8ZKqYJcijw2522Kc/mcDRTqabOw8kRIY8I663eZF3Q6m1XIBfHmKLB3Sww20K5S7tDn+H3N/NEtQZNr5Fp5jOiQ4391nPM7oC5XsF2r+CYozHMJ/DoQucUdUPIYqSssKMB9vQYE7SFRZbqjC+JNRO+XWM2B52pXd4g+wPy9CViAiGJ9E4fDjDbPWx3+r6rpofJ6xyT9Q4xfXBKY/39tsAG0Qz78kbRfXWjGXQSI4cKP84wR1NNGPKMEDtNIqzBTkbY2QTbzyPNvtYKYDognM2wZe8Msd4pt26YYeaq6IH3+NmQ4DudG9atVuBAuLpRPp5RsjeHAnn6QjfctlO5r7bD7ErMlWqL3rlK2JuVClaXFaGq8E4IziKjITJItTo9VNhDpYTvqkGCx2Y5PLqHPDrDvP4Azo+xqwPmZomt1dHCXC2UmiCi1dL5XCu9ONY2oTOahCzWKhbtjCZkUawuCW89gM0exOq1UJa6wRuQokS+/rYKDRxK7OZAuF3AZotJEqIXa0Xyou7xIkHFjF1vvWN6yse7LzBVozNI17f5c3W3MJHTABg7Dd4XpzobbDym7X0ZH55js1TnybMBoejpGesN0jaYmV7Hcih0LiqBMMoUGBICFDXcP9OEpmlUoDoENfYNYI/misAsW23lH0oNZHmqJPU0hYN6CLJeq0WWc3p9pamKsd99Bqbv8PRLfKAtGv5f/8bP/6C2pI+9PgsXgh/YazNmYoz5N9Fi5T3g6Pca4OD3QZD7jG0dPpP1z//s//gVyVOg154UTN8+Ms7pTKwstX1pjLoHD4c6pHZOq53pRLPmutPhtlNpMLvZY6/XSioHbblYXmWlDDOdZ8QR/t4JLh8q6CROiD68Jlpsid67xGwLnQ0lEeF8jnlwps+z3Ghl1M8ATRcwIWj1VLXYd1+oekhVq/Fo5DBNA88use89h2eXsN5gigrbtLpB9m1ZGaRIFPWGr2gQev0B9uQEebnALDfYOMGenuhMxWpgNadzGOXYJ1eQJgRndVPJM4XHi5K+jTHIegvrA+Z2A3mK6TrM1QKWa/X3quq+ZaXQfAzIg2PMN5/o34SAH6VqnXJ+pJVTEqu6/HSkz5lliHPYqsE8vcHsK21N7Uu1YWnUE82eHiui0Qd1j8gyzHyiJPDhAHN2hHl0gZwdEYLHHM000bl3innvGVze6LlablTR/sMXBANhmEJk1DVilMNOfeDMoQIL/tE5IYmRS5WdQkR1Nb1Wq+ZqqUnCYgW3a62o5hM4miA3a9hX2H3d+8VVyMMTlcWqO01+IgsfvMRcLTH7Qj8nrEqLzWYwGqmqSx5r98C6vkXpkOUaskylv9Y7ZDJQoMY3P9BqJgi2bmE6xgeP+IB5fqMap2glp/OuRCvVIJjN/tX8225KnLXY8VjnrvsSefIC/+wSV9TItz7AdAG37lvRdYNpGkW8XpxoMrjZKvq0C9iyJmx28OJGpde2O9jsMS7S5Gy3V/m68VDv+/EYMxwghwNS1xCCim8niSYWPqhGrLW/jV701k+88YPakj72+qx4cp/561IqwQf0Gpgi8mdFZPNZPPbvh3blna3DX/su1evPy9bhH1l/7z/4JQ1srj99zmLvWo0GENEqrde0NM4hvZCydbkOw43FjhRGTZpoxRJH2po7nesNXzdgrFqlLPfa3pkOIXHIHoV2Z6lmoImq6IuLdKMYp9p+qkpMps9J02LSjBBHmGEGrbZXOVTQtjp3SGLsaKSv63ii/LK+zWHiWNGkcYSMh4TxQN3NrQZBiSPMvVMkirB1q9SJ/YFwKAirNXY+6yHvDaFuYTzQ4Ls5KJ3hUGj2PNDNkjSBoiQUFdYZgskJg6Q/16gWZhRBUWsL8WQOGJiMFIZeNUhTKyjm6TVMR4pSnQ4wRQmHGuusbkxJf86ulxiPevztDvp5+BZZrbUltTtg1lvIM/3cfFDDzK4jBK9GruOBBopS27Umz5BRirlaKvBnNlJFG1DgUaUKGtagyYu1YAQpasR7bFERbldIlsIgJZwcaXWLAetUG9UHDdKCchI7r+cnjlSmKo1gtVW6x2yMNOpWQOgwPtLHno2Rw41WXpFDvvoaJssUSp9YrdKyRDf8YU7IY+R6p4AXazGjEWFfaFuvrAibbZ9MFVrRjVV0mXGiyMkPX6jQ92Ss12TsNJHJJiou4Ky2W5NYtV+TSLsCea58xqqC6URtpHpfxlA1+vurW+RkrknMPoHVThOTLIX1FjtVtLAdDBRp6pye+67VazBSXpzyONHrwFSaoBhFMcuhUKH1KCLsDwoS8z2tIPRdHjTI/Uf7f5ckS35QW9LHW4J+Hl+gZYz5CeCvo/v5z34ciS9jzB8Xkb/7cZ/jC1/Jfca2Dp/JGk568qwoc9LEkcoMta3eSH2FgovUILSsCMuVbqidZq54j+kJxASv7TMfYL2Blzd6w5wcIRcn2GfXyrWajbFFBZs9slxh0kTJugLStern1c8QTNNh5jPsdKJZZZKossUgwxxPdfZSVpj9QQEymcpEyYfPkbZBxrlWAK3HLFZqjwKw3SG7vVZOjSqAgCHkKTw8h8Uanl5quxMI45HKdr12X1tknSdc335kVZIkr+Y4ptcvJMuUoCtBATGgbc7NQdVkLk6UYrA/EGJHmI0BbRlycaTz0apWGa3FSl/veo8Z9NqgVYOtVTfUp4mqdAAcaty+UiTqbq8BLQStTI8mqjQ/GcJ4pK3b8QDbaZALZ3PIE0WkYnSD3u6Q05kmA0WlyExBq4uqgYsTBSZ1QVtvvUs1gxRGQ20pr7damR6r1Y+sd9iixix22pKLnCrPrLeYusG+uNHqr6i0Ip6NkLKG95+r28Jqiyw3WqE4i/GiwJjNAbPaI/uDzgZHuSY+TU1YbRRYYURncEGgbbEvl6pak2VwPEOcwSaJInCjSFGKkwGczmE0UHBMp07aJrK9Eam2ma0PqmzTtErmX+81KEdOA9x8pEo/+UDPX1kjcQybrVJ3+lmmjRx2PoeH93X+vdxinlxihjn2rlNyNNcqUUBipyaraYIdjzSYDYdI3pP8ZxOtxJqGUFYadJtGzWZDgCjW193zZREwkdPOyJ3XjoH/2//q3/5BbEWffH0GZPDPeP0y8N8Ab3zMADdFqQQfe/1+qOQ+S1uHu8f4c8CfA3j8+PEnfj3v/9qTuxem0OK2xUaxZuciSN+hML3bMm2nQavps9Oq7n3mdObBMmBOjrT1cTRTgdpDheT9EN+oGgVZgtystY1y/xwTwK4OiO/AxspN2imM3I+HWHotTWsJqw2mqnVeEFlovYrPFoW+Li+KzgPdDIsWrA7LZahEcJIY3nods90j4xzbdMhypcF8s4f5FLYHKCvERYTJCJ5fIqMhdleqIv3eqlmnRZVZFludyU2HyHavLV9rCSPN1l3nCes1ZjzW82ZB0hRzNFUVlGcv4cGFtvQOJezV6drMp+rXt1irYedkDE9e6sZ6MlfuXlXqRn4oMMczzVtiRdOx2Wk7M7I6J53NNFgMU4WVV73tSxIr0KVOVb5sudIqMYqQ1brf7Ac6L0xTFem+XGhbb66B04Bqi45yhaa/OKhGZZarfUucEJoOMHDvFIoGu9khxxPseKDu1U2DmKlWjV2nAAoBGQwweYaph3C9+MgxI8/U6cIr8MgErxX5yZEm+6dT+PAFZur0mrldYQaZquNY4GaFuTjRNrUIsi/09aUJLgge0VbxGw+0ouyCKrj4oIlV8FpBp6nOgIzRpOJsDqudJnAS9HpCYNvptdm7bxsLSNDuwWSogbfpNOEb990SH3o7q/hVNWn3B6VcTCZYFyN1p/PHplN+3iDX+yRX0JA9mmlCU/SUmjvXgcgpBS6JVJKNPp6lqSYEoQd59HHuP/l3foH/zc/9zA8XeMIXD12JBrl/APyZ/tx8N27nu9fbwPfq3v2O64cW5L5flfU91Krv1u/F1uHusX8O+DmAn/qpn/rEH3vbtK+yNJ0XKQeHYF+5Hkvr9YKum1cXtvQ+VdQ1pBPNQNtOs9kQdNaWp/DhS0LTYQeZqjGkiVIEeg1M27RK7i1rDWyjgc7G6k438CA6MmxaDaKRzpvwJWY+UZ7UYIBMIg26phefLWu4OFF7EGtA7Cu/PJmrg4JtGm1/VS2y22tAxBAenmuwrGqwTmkRwwzOjnUDLEvMaA4nxzBMEWuwL5TjJ3e6nK8/xB4KrZwETNtpS2k81qu+rFReLMuQ3jQVZ7GbfvYSx4RDpUEojnUul2fI0yvEok4HxqrayP6gChyDXDeubUGoKm3npDrvxMsrtQtKNYql6mdWzvctuwTyBGsdEsWYyQSZjWG1wV2c6edWd5jJWF0OikLdJspan2sy1OrAqkwZoQFfaeW33sBoSNjvEQx2PkHiGFOVGsjKWucn85ke6xxBPGY8xOQ5QoDgkeulImNnE235lbVWMq2H0sMw1Zax1TanWa0xhxJEW6JSNRroqlqpAi7CGxRdGzvkdqkt8eGgfw2iLvfOwYeXyHQAeY4tdcZr8kwD0PmxPnbT6jm/OSjIJ0k0yDiLuV5qlyFNtdU56J0Ddgnh6lZpImWj12Ln4exY77k81dclGnhMb40T4l58Iag0GPFQaR3XK0xvSitpou3O2aQ3qu25kcEoGjqKCJudStqhl4gxRrs0tWqn3s3pEbTCA/7Df/M/43/0v/xTn3S7+WzXFw9d+XdE5K9/kj/4pInCDyXI9cjHn/4+x9zpn33n736vtg6fyfrRP/pV/sv/8O9ry8/RB7UW27eOpKq1b5+nKtpa13qj9OoHnJ1+VNGlXjltIpBmmKomdJ22QBFIY7BD5Se1ikSj120MN7dwdqIcPdH2qSRKkuV2jTij4snzVAV+z+aYzV6zexfppr3Za8uwWGgQDgHOjwhXS0zXvZIuMpkqroftXn/fdlgMkqsTgwm9eWSscw3beFWO8F7bkMZAq5VvWG5U+X23U0BNHCkyMUsJaaytpU5bmTrzUlK8DAdIXekssm6gKJD5VNtffZVhq1oDyuWtovWy9O5aQqYT3GT8Ef9qNkEOJRwKNQ816LlMEj0PaaKZb9qb3IooP+xu021bMFbJ1psdfPBcA/TJVFuaoECGpyvcg3uIbzRJ2ZWEtRLdzUTnY8Z7JIn030yV7ZlNlYhfFFoViWhgiSzMxopAbRTlZ+dzbUV7r5v+dgtHU8y+1DZcop5/iOh7jhxMBzBWmTKMQ4peoPvsBJYb5bEJinbcHfR8u/64+VTbyZ3XOXB//sUZWO51szfAaw+UT9j23mumDxTG9mLHvfxVVfXWNX0qv91rdWbQRKUodWZa1bCstP1+cap6r+OhXjtXN7h6rBJdTavJBAaTxMpds1arv6bRezZ22KYDY/U6P5kioiARBoly7YLXuFCUypNTLRnsbKIqR4dC5+JlBShfDoxeX3cOJf1Yw7kf/nToi1bJfR4uBD+UINcjIf8Rsc7fbX0vWwcR+WUR+WVjzPq7Dv+etg6f1fqVX/h13fBeKY0rITy0XhUzXKRoyrusqfPaIhwN1JmgadRLzhqYjmGx1uprsdYNbD7rJYW8IioTp3ObttbH2BVgBHt6ohqTnQoBk8ba/qu1IjFZqvJSeaotteVGK7vTI9XHRJBBrQ7hTdNbAinsXgYZ4Waps6+iUsSZD5oNN6r4b6ZaGbBT2TGcRU7n8PIaWa0xk8Er00iZjBQQ0DTaTkwTBYsUFQwHSF3o7OzxA32eokYOB93AjEEShxxaraImQ/hQQRQmjjSYb/d63m2/SXkPF8f4lzcfIV6bBlmutTKOtBVLT1UwLlLVi7aDutLPzUXqT7Zc42ZTDWqTkbb1CuXisdzoZhdp0mDiSBGcIqr+sjvgjudwOGBmY6TotGqeT5XntTsoibmusYOMkKYqLVVUWj0NUlX1Hw606hkNENOrfSw3hOOpCgS0Xe8UoChdk6VqNnuHBl2uMfMZ8uJSQT2yw9SdBsa76mW9RUqvidIoxwxywnqnWo/OIlkGN0tNrOqa4FuMi7BvPsK8uFZQjUmxISAXp3C71HbjyUxnxHmmVZsRjHWEotJzNh6ogk0U63WVxApamU2UlH6zAt9TTLpIFf8PpQKkjgxgoalx45F+ri7T5x7mioLs24x0Xqv7EBR1OptodRjCR0Ch+VhbjTbCFMrjk90BO8jUNiuK8G2DObQfzR7vkrCu690Q7hRk6J1K9Ps3fvyTj0Y+0/X5z9u+EOuHn1p8jPVFs3XoGhVdlU4Jp3LHiZGgGZ33SFFqNum0f0/Q1oWNY165CnfaWpLpWGciXafE0TzX4bWgcld1y53vFftClUBS9UIzRYkpmx45FbSKvNNhdE7RZ51XSHTQTNN40U20rOBQKun7/ETfhbV6485Gmp3XLeZ0rpVf3WDGI0zkcJOxzh5BRYqXKw1ecaxZ7mgIlwrrZzhAXl6D75BSrXxMkmAn47u5vA7wk0SPv7pVLtNA27dyKPT8TcdQtZh3n6oqyXCgm6eg+od1owlF7+Emqx12MkZ8R9hsdSboLMGg1cz1QjeoJNEZVtaf167fECMHWarzvLbT48pavdacfaUgEXwHWYIZjZQ6kinh31TfxZ3a7DGL/jyFoEozp8c6u52MCEUB2x2m9Qq1H2TISgEloW31eK/UD771vs7OFmsF4CSRgpj2WvFRVDrbGg0U2l/VSqkY5HBnt9N1GjiX697Ud4LJc8JGAR8qUlwo+Mb0jbnRQIFJda3uE/uDtj/TBFksoW0JWaKI1ijGDnJs1SL7A6FQ8QNTNUiiIBHTaFeA7UHh69ZptyCOdDa23Pb3mocrBRKRJpCkSr4eDV9dh+K9fjZprNcTVkFcVaMt0qES02k7zMmRijUMh5qgjYd6fW32mPVOATydxw5zBYw16j6Bs7jpRINnUb1SO5I7grjruznBfxRPetHmX/2F3/hBbUkfaxnAePlYX5/ba/rSheDV7O5v9z9+Z+B6VQmKyM8aY/58H+je5Hewdfis1j/9L/9x/oO/+p/2oJPeBDXLtCXngwIYCBjbbzygaLnDQWdvJ8e6mSUxPLvC9kK30rdr7pBbZjJWS49DqS2bNL47KRrIQtChf9Nbm3Qe3zS6sVirbTln+yBs1N14MlSuVRxjxmqsytUtGKd3wWqj7dNaCbPKf7MwGr7Kwu2dYWQaI4uVZrEifSXl9PmKAhkMdCMVJcwq2jRS3mCmEHoTRAEurVaHuASmR5j1FgkWuVxosBFta9J53aizVP/Woa83SRREUtf9cS0mU8K3zVJCmijPDeBQasux7TCRReIeUNE0Ci4YDhTNuNqpf1/T6nu48xFrG6itvreuU5BIP1ul62eskxHsC328qpdZG2T6mR4KRcv2RHNzNFVHgKQHLXStokut0XaktR9x6TIlJdv5TFuwxiFphBvkKhwwHGjVPZtotbw76POPR5CnWJOrrc94iNgGDvue/ByUdnA0hY1X5+/Ew/kp4epaW6d1iznufdwwGvDGuVZ+bYe5d65Vsk+1I4EQDiW0jc4SvVcrniRW656mVN3VlVa+zKeE5VrbzINcr/uyhrO5XsF1S9huYbslYLBvvabnKHFIiJHUY7ug3n1xpPPk81P84YDN1TKI0VABQ3etw7JU/73Ga+JZaUuZ0VDbq1GsAWyQaiu5rJCmxcYR9uRI3Rh8pxV0T/8wxijK+q5FSuBf/xv/a/6JP/3f+UFtSR97mS/eTO5juRB8EteB715f+CD3Gds6fCbrv/j5/xp+2/Czv6hd1Iu59rMdH3T24IC2U65c518FPikrgjW4Tv3fJE8w1miVMRmpA7EXRXJtd5hRrjffcg3bA/bkSDeBOFIFiKrGpgmm6wgiWm04qxDt0QCSBBtbffz1BsqDzuSGA1iuXgUfqeoeaWlUjaKstSLd7rVC6/l0lLUCCGL6eYza2ZgsVXfkQa8uUanrttkXihjtepudu3lM12lrsKk0MOQ5UlSKRBxk/XOVyD7ATKslWq9o0/VGM/S7GVCS9EoUQd+XVbAO+51u9ncb0WwMYgiDTGW5GnVYYDzWllPdqRTVrujReCNFMEZWW43rrVbCxzNFi/aSWwxy2BU6j+061fnsvEL2I6fvM0mUZ7c76JxSjCJSRwO9TtZbODlSKsGh0HbbeKQCO72HnngFNtiBup7LeqdUkThG1h1UNWFfYq3RygIItytslvb0hr0G5CzXVmqaIMUaU1ZKtSBA02l1m+WvWpqyOWDOj16ZlMr+0FeXBxiNNHkS0Vbf8VwTraLGDq2SyA2QRITrlcpxhfBRS7HpMJMRZrlBopgwyJSAfbNUzqMxMBhoRZrGyNUtnB8pL7RptNJKewmzttWfZxMFF0mA1UFnp5kCbeSOt7ZYIecn+hgGrPcEC3KoNBmLI9x8qgG2VG+5UNbapq4q5W1aq4HaOr2HvzOWCPzFf/Gv/vCD3BezXXkM/BS/uwvBXfdOUEHnTxTwvvBB7ou2bl8sWV2u+59MTxyNdGYQvBKCI4Xu0wMe6AmkuAgTid74dzMcdH4U2g5b9BVG5DSqD/P+psxgs0M2XhUp6rZXUkFbev2GR9fqxpOonJLsDq/I4iHPlahcVLppe69BME00qIyGPTcNTKSqDSLaIjT7QoEv454k7jUwSdNA0yjMuvfNkqqG8RBTR4T9XquwttVNfDbVDUhQu5b5VB9DRFX981R5Ty+vMSdHr9o8Mhoglzd929BDrC2icHULiIoue52RqkdchKkb/LtPsEczpUDsijuwG0zG2M0B3zRAgMm0P+eirbmun9tsWwXYOIXRhyjSOWmSwMUZvP9EK97FWs9P0lM+jqbq1ADa9qSfeTmnPoLH856oHfd+bIUGzjsN0CxFlmtsO+y1H+mJ5165jYNcq67dDhqHGalvoKSJJkUPL3RmV7fIeotIUKmztn2VWJCqMo1tO8LJkXYVpiOtOG+WqvzStlqVH02Uh5ck2DxHykYRhW2nLcaRClaHD5/B0VQJ4SFoZyKOVPvzjldz9x53e4Iz2OkUYgWHSNXouZgM1QFgvVOXAh8wWaZzur7Stm2nYKDLpQouGwtpqoF7NtWkpw/Exlqk1YAtItoOTmO4XcHpMUwmgNEEbrPTuTkGOZrB9RKxRpPIttM5ZVUhVT8ztXoP4fQ6F+8RzyvxdtNfc13V8h//27/AP/0v/fd/8JvU77juQDBfqPVznwRdaYz5i8aY/9OXfnI/wHVy/0hv1v5iMb3zgJKbQw+z1srK9JsJXU8VyLMeb9w/WBBIHWFfYCcjfFXBaoM5mmgbsqx6YIVVM8+m1Q08iXVTEBR0EcUKwU9iDTJJz9mLIs0s6wbxAhOrFiJ5BquVzv16ioDprV2kUo1IhgPVDdzslCx+coS/UTi3qRut7JzFvP1aDwzwsNvpJpmpY7KzVquMrtVNarHEnBxjvVcQR9P2mp9eSchnx+oVt1jCeksYDRT+vT0on2qQK1WjrLXN2tsESb8BSaSi1uwPSlY+mmlLd73BZhnBoImFBD1HSayb1Z0yTRJre3Y8UEFgEagqZDRS2500heQjxXkzm360se2rVzqJZjrWIJP10mEi0GWAYI/m2h7sOtWAHOTYONJEY7XRGc9k3FfIkYJluk4BNX3bVIpeeWM80qrcFjqrTSJCo0LddqAed3ivwCJBkyWrLXXZ7RUIgsB6q6AjZzUAzWdaEda9XFgvGaevu9Kqz+vsU9oWefpCuxejoZLce/dxQy9ttT3otWmt/iyiAgC7A75P0MxooNdgz+UMi7XeN2mCuThWx4aq0mOPZ6pMczR9pdZj8lzvy8gpCb8oCFmKOxh1Gqjq3sk7QZzXe/DiVJMbgz5vocHX3DtXdHSn3RcMMB6o+k7dYJMUieJXgUwOBRgIvZ7lqznzXZLbf//i3cvPa5v6Hdfvd3SliPwFY8z/mU/gJ/f7AnjyRVvHD+avdPQk6AyO3ubeJIly5eJYM/s7CPFs0s+ltH1kBkMlsR7PNZuPo57TkyjnyBidHTlF8rnxSAflIfQ3F7phFLXOXXpwhkmUnMuhgLLC3yx6ux8hXKmSik1i7MmJ3vBxpEoOkeulkUYK/971VVgcI0O1BLJDlSEzWaqKRYu1KrvXda9mJlrt9RkuxuhMqmm5i+6m88pp6snCZpC/QpKyV2K6SZRUb6YTDS4CdjJSkEPTvhrum9kEm6c6DwuC3CxV1Ho00KCYZUoCzvp5ZucxJ8eqpDEZYo+nupnTb1BRhOz2H8mY9dWBBE/YbpH9XttrxvaUCHVxMBjd1LMU++Ci937rBXz7WZSJLGYwQCKnFJG2VaX99UYlyECTj6ly7KQoNBFwPZihVJFpgiCrNeFwUPSrMVrxdh2yO2j7LIgmVYDUjbZV9wdtW/bkdyYjnU+dzjU4Oatt9DjqKSIaOMKLS8LTFwrhD14/t6bvGBj0eg9ez3cfEKxz2DzHxrEieKtKW7aHvvVrnHL50rSXV7szVzUKrmla3L1zbJZogG8DpmmxZyfY+Vy5gc5B6OknR/NXwtBSNypN99pDdQhYb3RuXJTadpf+HrkjoUdORayj3lMuz1SvFVQiLE+V7vLsUkEqXacAoX4+R1P3Sa+ei1dB3JjvAJ7AT/zxP8C//G/885/TDvW7rLv96Pt9fbHXJyLKfVnJfYr12tcfsXi+1s251xCUO1CCMbrxiUDZc5SweqMg2MGg79/rvI7VVjfEvAeLxBHhdqmZ7XAASYTs9fEUheigbnSDqYyixVZb5VMZkM0W++C+Ai/SFBe5viKpdZ4jQTNylFNnBExmtRWz3BPSBDvqA916S3AWd/9cZzizCWy2KkwsojyqNAWEEASTD5D1WjeUHoHGeqPPEUW4i1NtBR7Ne9kjnTFJ1xu9DnLMbt8LPCshmr4VLLav0tJUN9k7DU1rFOAj6Bwrcjrz61U1TJYqN208JrReZ2nOqiZnHPcozryfDfbH+4DEMdKU2CRWXcVa9UbDVoP/nYahSzRI2kgrbuODBtRDqYCgoIAgyVPkZgnTsXIA01QTgqZRKyTXE+/bTtuLxyd9pSt6S/e2TgwywlbJ83Yy0pmkQTd9Y3p6RKTXY+/KIG2LsXreTNMqWTsEwmann9e9M4zpKRVFiW87fWxrlfvZI3VN55HYQNcgIiocHkfqrZcqMIN8pFQGr21fc3aEXN3oddPPh02e6WeZJR+R4Hvk6l2LMVQVdjjEHA7KI0wiwmqtn/NAqS6mUmUdbhc9qla94LAGikpbjvOZvm6LVsd180qA4dW1YgQTJ0oRmIxVDq651crc6D1ukwRTlkpbCUE/116cQR8v0iTTfkf11icaIPzmf/Wtz3WP+p5L+KGIL/8A1vSTHPxlkPsU6+rDG/0mBKAXru1BJRKhG3CWKY8sUoHmUBQ6hxgONQA6dRE3w4HeMLsDAdEKajjQjWV/gMJqILlrg/mgSg6DXFuTh0NvbeK0bUbvYFy3aoCZZgpIGA40gHQeM4x0zlGWGlBSbR2ZLINeUNYMckIQXJ6po7a1WBFFYXYt4LDDAaGssHGkN7vvXoEczHarGxqiQJVIn5Oy0ufoeXJG+plaUekGZCy0qvNoioLQNorqy7Xik1JJw9paU9WSYIzOgHzo9TytAj6ubzSQOKdk457ycdfG5aBtYkbqfyeHQr+swWYZHM0Ii1WPdLSK3Ex6YeU8h6HtzWUNofOwWBJcpBJjIWDjSBGpe7WtMXdUEtsDlSRoYpTGGsBCUNuYIAqF7zpwPZIxUfHfsFzjRiOtPOJYW5a1eqHZ+UyRglGEaSPAIEWhlXzUXx8CdjpWon3d4E5PVNJKOozTuaspVctU2g4zHuv11AdP07b6fE3bE5/BzqaanK222EwBN2GvZrc8v4IsxY4nCp7qid/m3rm25ge5Er99HxCKEnN+pkjk3hJHDjvoUuW4Zam2Widj/HqLTWI9P3GMGKtzuoMiew3ofWbMR9Jbxr6qVsRaTPD6mfhaqRpeZ8uMxwrIGY0A0TZs0HmmiWO9TkS0FRxEkbnGErqATRKd4ekTYozBdx1t0xIn8Q9wZ/oY64sn0PyJxJZ7r7lPVMl92a78FOun/tQf0m++Q80AUQklmkYv8juwiYhWFS7SjbGqtT1ojLbj+panZGm/eTvNJttWK7486+cwfVunJ5tKVWvwOzrCzOf979Hsv256L6xceeqLtc4IB0qOZd8H3KLUNtLuoI8JIF45ZbuDVghWkX+sNwr0kKCeZG2LbLZQVYQ7Q9i+kgX0vWSpgj461R0UQ9/KvAMh6MYvq422fW6XemzTKHm761TRPokVwZjGOhNMEm179TQJ4/oNv+x5S10/85uMe6msXjS5n20ZEUzbvqpypGnUFqluVLlmOOznmwryMOOR3lVpAm3DHUxNvNfPtG9dCkDkcGK0ct7stJ2XKaGeukGWK0XmDXvD1Mm4TwB6wnIU9XqnqrpPQKsJ81FLVEQrCakqpRToAEirojQh9PJSQUT1IoMgZa1BOlegkhQ9Mb/R928MrxwzjLXa2itKDQSR6q8q6rT/bPo5F7VC5cNqo9SFTsnuJlcvN3ovNikr5SxmiXIYi1LPp9fPR4KoCMLJUU/Odyo9l8QKtGp6H7qyxJQVcnWj7fM0VV5covQUeid7EzttrYsgRaHoYhFtn0rPF2075GahM9aeLiMh6GfuvaKX78YG4SOXB4zp5+uird8+2MudA0HT9COF/joJQRPG3pfwh7lMP3//fl+f4/ozH/dAY8y/itLJ/vz3O/Y715eV3KdYv/J3fx2QjzZrEe3FR+pGAGCN7XUjI22JiXy0gcWxVmY91832AAXukIh1rTfhndxQ02+sgm4+WaIZaQivZiJy5zQwn+qN7TuM7ds3UYQdDVXfsKpVbcVZnVVFFtOhJOl979kVxeqi3YpqDQ6H2MmYcLvUTecOzRnHikjsPOEuyPQyWibrNwEftG3X9RmzMdqmylJkvdUqbKZiy9K2qjk5HWt23884xBj8vtB2btMAKplmug6GQ/xur1VzL5YNvQNzFBOKQlGAo4Ge31gz/1BXr0Avpu1eSZqpwHGLrHr7mLjPvONY22T1WoENXadzyCjSxMKgm7iIigYfz1+Bhl7pGOY5NnIahPr5Hjud/5D1Lbw06UEfqrZBWep5u9N07DqtWkHPtQ+aQIXwCpjEeqvUC+P6WWmvlm+NJk51/YoDpjM4+hZn0IDSdthYOwIUpSYDvcKPbHdKNenbrXfQffHhVQC1bZ+oTMd9hd0To3vFkXCz0PbkZPyqlW6nKbJY9tXjSJ8P9Fo1Rp0DmhYWq97myvXKOb3kWqpkfOUWdoTVRjsNmy0ksc7XEn2/r9wlvCaXthctF2N6EWmt2Pz7T7Fnp/o6djvCYIDNEuWIGjRB6oE2Nsv0Xq1KxKPXX5L0sngdw0nOO3//Xb7+R77yue1T33N98eZtP2OM+bMf47gZKub8T31JIfgc1v/sf/9n+D/+2f8rgKLe7qpn77G99Qz9nESaRo9rWoiCViLDgQbAoPBmmgY5HDCTCcE5RaU1vYRU6E1XxyOdqViDcLepqboJvTag6Vuj6mun2bh4r/OV1Voz5MFAgSLDobYu2wayBH+z0Jv10YN+7kZfoTSqwH4813nVIO9BFf3m3XVIT08ITYMdzvrWZS9v5FV9XpxDfKeKL30iIFWlm+6hB5zEMaFUCatXavr9xmNC+REw9U6Hsd88tT2n6hemD4JYSziogr2JUw32Luqh5KlKW0Voe7RpeqSlf4U+NH22r0mLZuW2sshwqHSIslLaxyAn7PaYyUgFn51m67LeaGBKM21fR5HKoTWiVjBlpZvsIFeeVdNAJ9ChM9Me1KeSZ7UGwX7OBajhbk9ENj24RcoK31cTipjVWZcZDrTqqypNUJIYtrVeU0GBJGLo0aORCo5bbZHKXTU3GvY2QGrkK8ZgjdG55uGgIJrtTsnSzvZdb/MqETNJrN0E77HDoTrW31nVzGeanMSxtj57MYLQtjr/HA4Jy7UG9FzpE/TaribPVMbO98nleETY7rB10x8Xa0cjTfQ+KsqeQqGvCdGq1iQ9MElEA+R8otVkXUESqawa/dw2FcJ616M6U+0A3HVw+vbkbw8mhv1yzy/8v///7X1bkGbXVd639jnnv/Vtpmc0kiVLljSyLF/AxoiLuZjCsQNFEZJQjikqhDyEyCGVR2LBA1XhCWzekkpRsosKlZcUYEhSkAIjO5VQEMA24hZMMHh8wbJsSTN9/bv//z/n7JWHb619TrdH8vRMz0xren9VqlF3/5dz2Wev27e+9Xu318gpqLd7snAJX3t0zhUAz6jqZ6/nC7KRuw587v/+XUq3IQj7YqJy7AY4IVxnc6bUrGGXg1JZk9GtbW48TQss5tykBgOmk1ySazQkrX6ZQr/Y3eNDemaVBhLMkIaCXnaYTOixD0eJaq0C1lD292n8LK3GRnUy/jQM6e2WBTeRyxtM+5Q0CGhayKREfPY5bohRueHN52Qe7kUaYlXztheMRgML+6JqHi8bdHVpQvbjdI/RrSo3z4qKJUGVbNG2pUFuapsYwGOHCM/L1FxosMRSjjNOpA4B2kbW1ZoGWpaIl6+Q7RfN0ZjQ82bqk43DYTymQTGmpUuxoSpJxtnapuNSWQRUmjDxYsHIYFFDlioe54jGjQ3kRXII5MxaVx9U9prB+96idoZ7sbBjYPoMbUQ7ZVpZqpLtJaqU6wLYiB8ExWDEOmlBBRtO2W6opmKTM2DzDOPGBmudVUnpuIJZBpnNoLv7rCsPh6zHeWpuMuYxt8YyrI2JGYqUqRA1BubWDqdl2GzAMBoyotud8p6JkAjl6fclEkHajU06eoMKaill7xVE0yKsLSNe2WR2YnvXom1JNVeJyiixbbuot410PCYTtmuoUlkINli2LHhewwHC+hlmEFbY3K5ty7aOUEBn+2hfvGzjswZss7C9IPq9M7altjE5BADwwz/5j2/63vRyENzyVOS14MPXMkfuRpBrckeEquK//Nx/7X6OjJrgxAcrbDvrEALEpjHGXjehwKMFT43ozg50a5t1lKZmsXyfCh1SFJz/NR6zqH5lg7T0GBE1dumbujVZKQpE69aOFePZS4RodaSiYIpnUbOOsqiTbiACvVVtI4IIR8c4S2x5Qo+3brq05ICEBLIeTfVlbY2ecuCkZ/YbWEtAUdBgb+2Q8BGCUdKNhbi0ZFJNA6PRU+YqlCVTrMMBIwiAjsT+PlmikzFradHGHjW1zdkzpfgQSL4pAo2mCOLmFtoXL/Pnhg6JjIbA6ir8tooowvoa04azOWuPoyGFuENA+/xl64WDNR3XjP4WNa/JYMBjr5iKPLDFuPF44TIlxwQ0wKvLqW6krm4igAxHTOUZKUm3OIvPp8sjFGT2TiZ02nenqa8wbmyZqsgCcWsbYXUFgJgMGmud7ihoCIzy9vdppF2+zFOT2g04RV2bAo31C17Z7CZwDysaWCAdA5qG8mYAsD9DnO6xDj0e81pEc05EyUjdm9nmTKUXRLbCwPoI4/4+U7slZbzaWTfY1F8ThkM6JMtLvD97e/CWFhr7LejmDjkZtR1vVJKSYgvd3ILWNeLWNmQ0RrG6yvsJhZQkYKFp0rWECUF4VY5RbUDlsny3EyesheB6phAcFdnIHREigvHS6NDvvGgfKN21IDEjjEYIkwmKquJDUddkSKYIomFdRBn9SQhk4BmBQ0YjxCsb3IRtgrg2DeemzahpGABo3SBO9xBn+9DZHPHKBuJ0j15ybJhGqRumByM3EoHQ+KnVFm2QJjk0rXnRgew8qKXEGK1oa6LIQZJxgk1ClsCNQ0IAqsIktM4grCzT2JnBw4AMNVQVNy8Asa4RNzZSX51UFb14i6hkMEj07L6yPJt052ljSezJpkWsqUcpk0nnkBjrsVhbJTPPnY22TQ4LZjOoMzo3GcHhzCrCiEYWqkBdo7hAOSi17wdIbGF7RMOeM4Bsy+UlRtS7HM9CCThJDFy0kcfatDTIK8uk21skHMoA8fmEIQDjcRoNJK6UU5L9KgCnL3ibi4DXalEjmGMS1lZpGG2Mj8LS7405S6NhV5drWmMpzmworil9GCNXFanmKkVpPXNGyKlrGlsz/lK4U2CR/tQYoN5rVxaQUCCMJ5T1UrU1PjWCCYUA4pVNPoBVxQzA1jbrkSaNpyZOoPts+I87uzyfsmBzuJULZGkMGXLSAsqSzxaUhKjRkIOMd6asZW6YEZfA1KpbsooTFDSSMaux5bWMkb/XiC995is3b2O6VpwwI3c1iMiDIvIO++/BG/28nK68DgzGA2CLk5Al9bxZHcpZdmmDCUxhFgUjoJo0+3j5SurVUSuuI3AT02FtmzX76xAjFdwtpSZjNjnH+QLBGlixtc1IBuB3+SRphSmgMIWKxaKTvhLS+tVrbLYhUU2kYFrVamnU4Ayc2j2bAyOYYLPA54pFM3hUrQc3vL0Z9OyaNYFPgTLQsA9M728yYkTW1Ahn16y6KZwcIIGb6HzOY1DYTDCk0SYemcnKSopok6q8TUUgiWPOAZiTEbQViDas+QRhxCUdKUOGnPIdioKGbjbnMaomhZhENmrNYSkKRhNFgBYBwTUzgzBNNhqRfEMKKzf21RVe97Y1hqPQENcNZDS2miLogOxOEcsS4ewao/npHpU1hmwF0K2dJA4toxFTiAUdJp3NyVQdVHRyFguErW0bKWO3cHcKKQtEP6fJmEQk779bXuKkiRiZVagqOmmVtYYE4eY+I6En7jONilWj4rv6T22KKAtqUWpZ0gGyOm3c2uIzMhgAm5sIniVQ5XmC7S0hKh05gGn/JfY8hrNs8A8iNsCUotmyWDAVOTKnoSjSfDwBjCULQKM9q+bMTfdN7o6qLFCw7SHu0EnzSeVlCRlxzatlJmJd23oVrN+9hsHoNkdyils6YeCosIkE7wdJJl0gzFFq71PVX7yez81G7jrQNuaVgpJVAMkPKW24qFmnmlE8WaoKKIVNzTFaLYhyT3r5isktGestBIhNhIYyGgiTMSMMSx9JGbra0GAI2d4hQWFvn03CFvFoVXJCz+Y2ZHWFDLCSqhDacOoBe7FC0tIMy0uMBjc2uQlHRhfatKxl7OxwPJAbsSJAG276urdHQ2v9VGjqrpZm1HRAeAx7++xl25tRAWU4IHuyaWmQ5qZxWRQp3yCgMomsLPEaTyYcDloU1A2d7iGsrUIXcwgG3Gxmc17zuoEEUNdzuk/v36Yn6Izyac7Y00gDpgDPbzigV7+yjBgjwnjIaecA2q1tBKPZ684OBYQFgATEtkGQCuHsGWOatojbuzyXScV04mKRCCtRlQ3ss5mxRMF7Phh0G/2iZsRnswyjs/uqgoNBF4uu1hhNcKBpWP8aDFjLHAxMIcTYoyZtBo2UrApMB4flZcTLG0w5z2ZMlS4WiEbjpwPFqE1CYNRqfZKoSjoV8wVi3QDDIfsG5/NknKCc7KCLBSOrquqi1IGNXopKY7/gxAaYhB6qgv+VAcVoREdmfwbIiI7WaGjjb8S0WBsUBYUR2rpBUVXQqkJYW+G6qRv6hKock7O3TxUXH15sg4IlUPosFKaHqUg1RbStGTXLPIRgHUaK73vinXjwjfff3I3pWnDyanIQkTUAH7Mffw5kUV4CJ8o8DOARAD8vIv8KwN87KrsypyuPiI3nt7D1wrblKMHNuyhM9NjYkkOj2Y+NSblYmJyRsNht9ZVQWjsBQI9/MqZXX3IcDes/I7S7U+hs3zzOEQkBSxMW8vf2+DAObPpBVXWSWkUBNBFhMobM52g3NtnUaulCAWjkgk0EMK/dGYUCRoVScnPS3Sk/f28faFiX0dZ60IqC51PXVL7QiDhfMLqxBnMMrGk8Rl6frW1IEIS1FbIum4bSUUnQOnRsx2Cz3WKbak2khFcmWybJA6eqhfXBuTZiCJSBmi+oYG/ECfWoYlHz+a+qjhHr/YlNA1lZoqK/UjsSaoZzYHW2pmG0VpUUxJ7NzNmIdCqsZ0sE7PsLgdeprhGGlmr0FJ/d4zCkSr7WDet6i9oclJrkHxsfE1aWTDd1ZlMXrC4cjdRjEbDX2zh3cJEYsPBm/qK0zTrS+Mw7B8GLS2FpyQg67Cl0g6vzBWJgVB9cCefMKtfWZGJ6l9Zr5s3tJoWHxcKMrHJw6pjvj1ObP2d9iiSjuKoJxy+htetrNVBpWuh8wbXuqe3ISFkbtjoUkzHFuasS2rQIA05mUGVEy7YJuxfzBYfOqjL1aU3gaoQpbVrKtA0HPCfQSHa9oDyG//4ff/tmbkvXiGtMVd56Q/ghAD+rqo+r6s+r6sdU9bP274dU9UlVXQfwq/bfkZAjuSPi7IU1vOtH346n//P/5vp1b9kWvhoDEMMqNdbK8hJTa4MhiqENe9zf50Y9GnGMjDP6xFhiVnNjlFF17QFNwwevsgZik42K2zv8NxhJxBp/fbaVBLF+PLYo6GLBOo7T+ZsGYbSEuDtlVKPWxO7qIiEwEtVIwzKi4rtOeXxoYVGXqbuYkLSreOhCrbamlPlanvRqOAVQaJfyLToii6gytdS2JMuEkBq+4xaV8QFYE++E6TCbFRZbCvGK0sCKDbMUuz4oGYWopSvDaAg1QRYZVEAoGBWVMBIDewHV6OYKNXkyG/XiDFbYtQA6aaf5gqSi8RhpuG0IqZ9QqhJxvg9AOSOvAlNzRjzSyMiLbQAN2zWKgnXMPfBehIAwHiVxYG7Sc9t8rd5Wt0wZL0943Wz+oM4XfO1kYu0UPL5ilYonulhQF7Oig4ClMYrlZcTNbUa1BWugUtBwkPXI6xeWJqlOzRYQYx8vaoSVJUv7sp9O7F7GfasTlhSplpUVph9j5DNmWQIpKkb1ImxvaVpgsWctAQ1T04DVJW2aQFXSu5+x3cQjdgmBvX/bO1yXFn3LsAKmtU2E0KSb6UxYJ7FIERDnxtGPCg1wG4ellfEN7z03DIsqTxIsRfmUqn7sa71WVT8gIp8RkR87yuSCbOSuA7/36x/veWm2qdkmJKZOwYGmQNzdRRjZAo8kNoj1MfHBb5JRQQD1H/dnqU4XqkFi0EUjdOhsH6hLSxkCKpoUQIJTpocD/nE8JmHFyBVi9ThAEfdnltrihtBO91LKEIAZXXAz9ibxluQXNm8b684uQxp1UxTcdEwQODYtwqDiYFRjIAZnFjbWlNuwXQFBgKJNBkPKCmE8RJzN2dy7t2/CxQOT4pp25BWNkKqTVBJPd1ZMJcemhiBAhhT1dSdBbYPGYpGclDQcczi0vkNrjo4twpCRUxiPUoQOsfFEC7INpSyhu3t0bsacQABVNqeXFZePX6fFggzckkNzMahswjxJRjKZcJaZ9RKiss+fzUkiKeiI6HQ/9dFpw+kD4n2bMZLsUVVAIUz7es1YwabqllEJ9vbpENW1HVdhqUSAdWhBMIKGGzLx2mJrE9XFyCiltTv4FAkXEigKFMsDaKt0gqzu5ZMKxMXNbc3H+ZwpWnsdZnMa7bLqyDsSgEGA1lYbjUwzomI/nGtL8nclIzBzyFCVSVcTg0FK46uzJKuSdT5V6C4nOGBIUQbPpqhnDNQcFQGdQlU8/4UXbuaWdO04eX1yZ49isFT110Tk547yBTldeR0oh2WKgMw9MkNQWG+RDQZVSyGBRkhjhFpdDtJ56alhdTA09mKb6hIc9WEP7KLmhmApGuzxs6Xk2JgwHCZ2F6K9puUDrfus87BOEWxzJ9lEouv4xXRKCpASXZZsjQjckH30SNrY7A1iaVun0UtZdj1CqozCxDawgqmmaGoYTtiBNzJ7I3mq+ZGp1l7Z5LUzBqfLoMGbtpuWZJKi4MatymPcmaZWCbRNIgZoXSPOrN8MRsgY+uQIpLqRzq1ZPPJY484ur8+i5vna94tF1xICYmzZH+eMRKO4h8mYBkT42UnebDhgqg2wBvoxNBhZyVsSjHmIskScz7kOzJmCBH62hHS/SGipu+9pWpvAHlO/FCfKmwC4iXl732FcLBCsVYTsU297sVRtjEAoUorcpzdgNocU7D/zpvroNUbVlNJUsVSiGwbvd7MeP0ChylYIUTBKd8bieAyUFe+BCz6bAyZApzIkwXpW285gT/ispWevLGy9L9j3BtbmoglGq52nAnx+fEBr06aaapzPmX4GLKMhndED8KM/80PHugddL06grNfGdbznM0d5cTZy14HHv+fr7f8kCZ6yfUCg9Zysx/HQPMshtSqDWJ9aRJzNEVuLAIyR6HqQUpY0KFZP08YEce1hEU+R+pDOoiRl3FKZMhySnRcsVSrgQynGujQ6NoA0gw6xRZhMrL+o5mZu3rYuam7SAtawfGyK9QWGyYR9TQAjgb2pGbCW6g9FgeDesbMNgTRKxtNgGtnTBEiKqgBFO5vR+07nb0y2Qadj6S0XpLfvc8aeBdjeRFysrfGzawpXq+kjukMQbcadtsauMwFtRnZgdGiaozCyCmLL1oW2JSvWmokVYO1mPuemOhymVgWv56iwhzDVu/b2k8FXjRQ4tjRh3NpmDSoEpgO9Yb1hrU7Vhr1aj54ImGLzaNp6MSmESfYm2z14TXWxQKwXiVghljaXgZF3rG/S4RGfmsFiRF4npqkMh1AVqqWYAo0uFmg3t5k9aM1oe0rV5NSkKruot2W9iynJwnr12s5Zs8hYQZZluzvlvYiRkwlg2ZRBBYyZjhZ4vRkUi7b7qFGtl9GiVXuO3BmDBBKpPMW8bGxQcwyp7GIZDFNR6eqB/L5f+ulfxu723vFsQDeCk1eTO3Md71k7yotzuvI68Of/66/gU6sBwLqGE53Za2gsag8Qd3bo6RaFpREVaBWqnEWmsznZmDFClpb4oAj4INumyw2wgarNUosKVBZFAHCdS26aERJDqnUkQowrkUTbnPbojcfCJJYUqaUhWCoL6Iwj+7Aq29QswvAayZBakl73Yr0DVOvwzxhRRUV3dtnbBXBm2XSPxtDrldGEdc1Yx51dhJXl1FcmFonGxT7ZgHVDo28RgYCpRSqZ1ACkG9gJIxBETcaRjMlx6nVzRRhuooAzI8NoZANWB1Svt+hE2xZaFAgKiEbKd7WxYws6YzAYQ7ayjWR3xtpjCCl6J4FkYZu/RSJty8hMwY3c7gvqBu1shmI0YqSkmhqSdZdp3CQ2sFiwZmbtIQKkjdrrwWK5LIVpjwJJexJm/DxS9r7ClDkw7UpdWMQmgAwGTLHHCIGlEi3DoBqtBSVYKjlY7cyMbBAAgXP0nAXqDsmipkgzlOl8Vdbt/DmZLaCDAet2rjFaWLvObIa2bnl5TWIMoBMjJkemPFqoKmuQ+/vc98VqsF6ntoxMuh+ATZcAjb71TZIWrHjhCy9i+U0PHMMOdJ2wKPyE4fzNfk+O5K4DW5d3Dv7CFrFvKLA0mM4Z1WE4ZFrEGHWFS3U1bRc1Wf2pS/uAHm5UY3qhe7hEOk+2YR3E+5PgKRMXxnXyRWXTwp2xGJnqotisGPllP0WS7oG6t61NC+aXLBK0GlpSQzGaepe+Ys2SQtM0TEy5LjpGKSwlOhqyaD+dpqgUZcmN1lKScTrt0ofC96FuuijZ+rsoR2YTrb2+IxaRuc6osUjRxk5Ky8fwGEUeIaQGXzFRam3aTjXf5NekMDZja1H3okYoipT6Q4w24YDqLKzFOnmIaWb05JZE2Tic0uBeD7NRO6lNBdy4RQRxd5ep1vHY2JBMbZLV2UUViQzTE02OdQ2MR6m+yPvUpnsTFwuuBcseuFPgBjU5E0VBJf+W8mW+DsVrgYOuPUBKZgg8OuUUcTqIqopoGpvSmIE25RK19Rg8PRl4PmLq/to0B2fFmeC1GuEJkWNwxCXZQjAh83AgGgtjc5yiTdywdSd2TXQ65TMKofEUQVieMIWsVocTQZK3UWD9vrNYWV8+2kZzM3DyIrmnReQnrvXFIvILAH7nKF+QjdwRoaqIfW8o2Lwqz90DJGiIpcJgG50qUzyuilCwuVq8mdo2c53NSO6YmyYhNKWt2MMTU3RC2r496Kkp1Zqh3bu0jd4Nnli0oGa8RIQer6e2AEhlbQO+UZU0StrU5r3ytGhcJBFHqOBiyYHhIEUS7XQP7f4M2NuzMSrBBo9aOsh1G029Iy6uUjeC0KhYS4EroASj3gtInvCH1FNuGmySg6eGVc0rt+seLfXqG7OTTIwunlRVrPYGINHdPSUqVUl1mx7JR8oyRU18EcxZ6LVJxMh0Wd2YsY3pnvA7kDQv43zOPbO1Om9d89zLkhJcbUS7vQOvJ6qJDqAMiSCkCqaNQaPPmm0k83PKIbMe+aTJCSJw9nDc3mVK3dZ5GA47we2mYS5dY7e32/BgCUJD7xkCd+pMUUVrDviVkUX3dq+i1bDhad1e9iA2FNqO8znizrS7zsHrzDT20XRPqTjU9Ax24PnOa0bHqnBJO0Q1IqIaAWnBKG8wSP2xmJsj5Ubfn0Fbq1INDjhzq2eXeY9vN06YkTNW5XkR+WURWXmp14nIW0TkIwA2jzJ/DsjpyiNDRFANS8xrSv/waQjsj6pretNWaA+mRoGWQyddviqlxUSM5s7IKti4k+gsMFts0RUXAHtQTFR2by9NZFar7WlQ9sBZK4IbNUoOWdoJnkaRpNSOpoWP7/Ep55xDNmOtTJWpw8WCdUFeDRoAVTZQVxWZZhI6unhRdCQdS9mJ9RdR4gvd3+BTrEOiYEt/VE1NQ4+SzFKS/SwVJ5JYlmqbrvo1HVG7UPdnHVvOlV1Ube6eIBrNnVG1MV6NICK9KBoQaLsAoiSPXVsaTLHaY2xbBHcSBgNupI0bty5aE/MzNSpCVSIawYhOD1mDOrcBq4Gp6rQhRwXmNp3BpaRM3zHNM2vVDLk5SxbVQ5X1vdimSDHObCCtOVIdI5fnF8YjfwgQvaZmaW6NEdLamp3P2W9YL6BDjgNKKUAbIYWSbReiEWgFcX/WEZmsdQaQru/PSB6pTcIYsKkm3qsv8t/u+JLxqUr2/3lUDmFDuem5co3Vlv4Xc2w4vsgdRBTUIVWfmxcjxbCN0CVo3M/guZli0JcufRnPXfoK7nr1uRvaf24IinS9ThJU9SdF5P0ANkXko2Az+GUA59A1hL8VwAdU9aeO+vnZyF0HlteWMJ/Ok4cLVw8xUkCKnMzbjkqGXpqQ7X11FkV0nqVFWDECKFIEiBhTD53zKTyMSMoYrsmnQCgsCmsjNNpDD/BnrbtG1TbSy66t168IXQ3GKPkAvVVuyiENjVRnYYkk5fk05icEYM5rQkMXuBEKN7oYrU5o0Y2nGmm+CS1L9t4dStElsgIAgbBGpOCxzudMH1nrAqMBtf63eaK5I4Skw+k1vmSUrf1DTVmDUTdSqo7N43MaEzPGMLICBmNGoXVDZmwku5NGCp2RdMPpNZJ+1K0t9RJtE+XxWsQ7HqU0MTRAaxPw7jkwyRMXtrPEha1HREhRsWYMJEZkAAWgo02q6Nfr7DCZTSidEWvvNwILFUHEpqAv0toIRUH2o7GM3cFDXVOpp2argZqTIAIzPJqcimDGmK0ANW97WXROjb1efNq2OUB+30LFyMsZkH7/FCSaADDmJLMxLm5Op3TI6LYs6bi6A+Q9pkO2taAq0vQD17RkRGytKLamFnuLE5Cu1IOO5QmCqj4pIk+Bsl7vRUdI2QTwUQDvyaN2biHue/RVuPzs5a6w7BtLkGTgpAhdhJUYaN7sqtQ2BtKmHUy9PCmMtF6XQZdqszpaGAw6z9HYdfAUn3mfrDHBFrV0RXKBbXoCCZpqC5TfIjtQ3EhAuvSjRzawTQlgVFCEbmSORXVorB8PSL1xYqnLCDHKNuegqW/0lvZy4k6/TYC1MI+wim4DbttuUnNVGSMT1r4B2yyFqS6j8/s0BtdaZI1skQyNwtl8HvVa2qppocrJ4go6CKGsaDycMVrXNhy36O5Za1MRoqbJ2xrZDJ40RIsCmM+N/FBYr2AJsQZ5aVt+594+SRh2P8NwyJpZSwFqrxnBSE+KJjXGi2tQlmzgYlvEIA119b8nMYPW5hh6Dbiuk9FOjkbZ1W6TQXYnw503jV0t1Zw1rRuuDymT/JjarER6FJ5ytfR4VdlYHk31RrEeToE5h7DozZix3o/pU7sBMNI3ElFq06nrLg3pRKqG/ZdSWgvE3NZV2yR5uuji5u5MtsZYLkO63wpNvbEA8NDtJJ04bm297UhQ1Us4wqTwa0U2ckeEquIvftfYlQqb08a/sT+KWo+pHlRT9V0DOg3FqkoPgrvLSdbIcvze4+NKDN4TBdjfQ+hqPC6t5RtJyq0DySI5U9I9XdPqM3oI0zOudOLRo9oGLzD5JosoAht9RRWuvK4AEI3laL+HNn7RumMDa2GiTF0lUo2fU2Gvr5nOVHMeoIykUq2Q+SA/gYObmTkViUDTtsCCfYFk4Nn1XSzYi2bXW63RGco6G41i0zXHp8iOhoLpPdaskpIKumuNepHIOGhJSkGlnZFwWru1KcCjJp/b59GT3UvvV1PTR9UQaGitmV39WlgkpFZj02AiBdEUOoIdaWzT+oOP8xFhehwWVbcxrQ+OMGLDfbrPZgDF1G7g6yL4ZurfZdkIryeL1YbNYUmRnrfWeITvKVPV1HPJY6XxUDVyFsN5Wzudcedr1EYEWe+l1TylofB4Iow5k7UooLDeVrAPFc5+dmfBvVSXjRMxhiqs3u2OL/eJydrStW8yNwt+vKcMmXhyRIgI3vQdr4NHWRqtVuJMQ2Ojacv/UJRGOLGNshfZAVbrCYV5gz75uUtzeASYjJY/1E3bjaFxjUJ7gFOvUyoOSKeqEi2iTKkUi2C8Z22+sNE5PD/xumOPJu3HwSjMpL5aSzW1NGRipAh3Brr3mresHgFYetTPSWNihDJ1Jp0zIOiUUfxauqXubVLJEAOpVpOO21OIau0Bdr0B4QZr5913OniZJN1/v3ddkd7eI3Yve7R7VUCMwUf7rin6kVAkw+K52kS2ST10HIskHoWboZPhkG0UTZ2cGfV74PPfoqbj1dYJMUUi4qjCfm8iBT1ykkhI5AumnAtI4T6xnXOMFrV7bc56AJ2tavcoNYl7s7tnGPx3TZtITf6d8LXpxhDg2vJ6o7dd2Hlpy8jWU86JgerH6Yft/7axO67Y3UdmObSrO9v9TAbdviv929AQphJEyoyEtHYAYG9nHycCqtf23y2GjdX5CRF586Hf/6yIXBaRVkR+W0Rec9TPzkbuOvDPfvrd3QL2KKwIts+GJJfkKcbUU+cRVeweMNaO6C17alESuaFNNQ0yMDmryw0FDWCTFmUa1ZKYenbAZgS9sJ82IUsnAUj1GN/vAR4rH1lNnqs6E1GBpNQPMOoIwRq6ka5NEh32jSJ2x5raLqKmWgng7QYxGWhYqioZ9IqEiXQs1mahIozekgGymqJrbyYDZTdD3XiaASsoS5aMrhlb1ZiuFz9Wu36wZLS6eqlGTQGSuPG1jVD8fgSLjNzY2trpCw8D3iLSpPptv7VDrNalGlNqLm1Pfp79Op2lBVPk4fcopd2RHLS0brxg5msWOGBEXfKsi9gYgSeG74FN0xVAPOXbpuNyJyDBWyGA9B4x+TLKpy26YzOjq073d0PvUZ8/e3ZvfOJCSik65d+eDTqA2j1j3gbhaxY9VZCe8U7arGkfKPxL8Q9+/F24/bhGA3eLjZyI/A5Yd/sAgGdE5F/Y738FTF9+CMDPg/1xz4jI6lE+P6crrwP//t/8IheCL2JLMWmkhyxFSWaVCOtWntoQsQjIs0SavPAkmQX06mno0lgi3DiAjop8YC2SseeGJxWYLQJQp6f3xetsnhiAniqGdPU7KD16jSSk+JeGwPOwh1r9WFRNWzDZa+5DZdFFRvB/tPueXvN12tCELRGpx0k6r1xq70Pyz4s2aBXQ4FGPbUiKFDX6oFdNaWK7PtFqXh61wo7dNv4U0XkPorVreBQp6WaYooZbOEtXeZrLFTwQY48E0d0rpomNrernoDFF3d1xu2qNX2/tXQ87IO+F7B9zNAaotYSkNSiBF8cdI7E1aZJqGjsjkMgUqlBtu+jZo0wJ3TH2SA6aDCa6z+kZSLUpGGR8OvNUDqa0+2tTu3XhXoLXwLS3NuDMR6BztICuBmlrQOum81vdyXHnzNO7Ke1rKVwopduMHKWwCLzldZE0iQD4o998Bts/s4PV9Zdkyd98KLqo9oRARP4tSC45q6pbIvJWAL8iIhsALqnqew69/n2g0btmnbQcyV0H7nnwAv8nRqa4YIbMag2eykvUfZNFYi+dG8TehqqdPUsUX/uc9D0AP7dtkvfL10nvX9s4+g9pcnQ7z7TvqamnA20PAtCrk9kvVdPx0UPtu9z2vv539n4vQdClg1KsgzR+JxnGXg2wcemtNm3i6TglmEGyTTUxeNTPxmo91uvk6UuYkbQIKIVPngJLDkf/hvQa881gJSsQPOplk7vPIUvn4WlPG0dD6rx9jticsZSD7TstbgjMU+hFXOk1PWOY7pseWjMa0733Xsx+hoFRMFOd2jYpau2Or8sy0CiHLp3bT5H7cUU9EACkSPwwPH3dj4TcKJuRgj0nznwEAJ9ScHCholsHqQRghgly8PPTxUDnVCRyjN0rew68XYRarJKMZJeGVYuqfc10RtedSWhMPXeA4PnPv4jPfeqLV7kgtxgnL5L7JlV9j6pu8fD0GQB/H8B7VfUnv/rw9QMAzh7lC3Ikdx3YvryDngtpxXl0Gwhw+DlEivx6m0//b5LqcOhSZQnSS62kHa37XE/l9dNGaXNE97Oz9PpRYozdD1dZ3Iks4t8vAYDXRux9VsAI1YAKGv75To5J3rd/KKBemO954gA6g5siGTvflO7soswDdrN3mS3ssWvtKTM7xRRRHjJqB66LdJt/un5mQHr9ixB0tUjtvPYEV6vxc7aIP703HbBdG6/7wTdcHqce/ly/lv2F1ndcPHI5EDkjGfnOWPTOJTUyIzluvS/sIv0UfblBMfZgP7rq3wiL+rt770YxWiakt3YPPRPpX3fWrrZGPSLsf74fX1oLfevL406XTmMXxfu8QDdqvob6n9t3LNC7/gfuZ/9v3bqYXpnituMWpyKvAZcO/0JVL1m/3DW/5+WQjdx1oOunlO6B8j6c1h9adA+FM/gEloZC5zUDPc8ehxahR4c96wB0xix5qf3P6hs/dGkql4rqGxQ3Bl3OrfdzPyLrG9fe93hqzgxSnM8Pnrf3/aXUUm9z7BuawxtcOodeasUNFtAZZv85bUAAXIQY/rvYXa9UU7H3JFKKb4q96+DH4fepF01/tQMRuu8CEqMufUa6p3YvtXcNvB5YFhYF+J9716CX1kuHFqRXt+wua+fk9P6//33p+vZOtG/gvsoDQy9a7l8fj4wOGWD0zg/9CAvdmikKNqkfXheKAzXHtD48G3DgmGxd99Psh78nHY+frht0fy6DNctbq4n/q7D0smlrpnPy/+1FmH3j55+rvePuHfbKuRPQJ3fymsFf6oBezpBtHuULcrryOnD/I/cgFJ5zB0IRUATB6vpSz5hoF320DcqqwOr6Ml73TRcxnlR49cMXUtTyfT/23fiRn/5BXHzzAxgvjwARvOq1d1PxQoAf+XfvOZgiVGDl/DIAqlaMVoaQ4Mr7ivHKsHutp7WS4fLNIyJUIf1+7a4VlMMCb3r7GzBcGmC0NICUgsnKmC8pA5bWlzlCJQje8o43ohyyHeH8/euoBlXXZA7g3P3nUA7KrmwJQCTgkW+8iK/7ztd1HnbaPK5SKzBjtXxmCcOlEYqqgBQBZ+5e6zbXQ1HiN3/vm3HhNecxXplAQsD6fesoygAEwWBY9DZpbmgXHqQCRTEoU+307tecw9d/1+vxXe/+Vt6P3mN44cEL6edXXbwbw+Vhd6yqGIwHCEHw9W9/DPc8dIHfac5AOaAxWX/V2QPvgQDBNsq77juLCw+cRzWqsHrXCu579F4MxlRRCSUf10cfv4hXv/ZVvd8JyhH91cr+hQKv++aLuOv+8+la+3rl90as33cW7/znbz9QDx0uDXHOVTlEICWdt8GYdby7Hzqf/lYMKlSjIf8mNLxjHw56tejTP7N/QW1JFqXLcvlnuEOmKIKgGJQYLQ0hARguDYHW0r8WqXMtd4YIAAbjAVbPrfRqqOgMpnZr5/7X34vv/qffzrdaij5pygbB+r1n7fX8DAlMea+uLwMKjJYqriP7e1EEPPh192M0GWIw4fooByXe9O2P4bZCkRi0X+u/E4DNl/nbkSy1JMbUKcXjjz+un/zkJ4/0nqZuENuIet7gM3/2OZy/bx2D8QDn713Hx3/rT/Do4w/jhS9exvKZJdTzBp//1BfxnT/4Len9n/jIn+KRb3gIZy+sYbq1h6W1SfrbYl7jy599Hg88dt9Vv/vKlzextDbBcDzAzsYu9nfnuHD/OSzmNdqmxf/44MfwXe/5VhRFgWf/5jk8/8XLeMs73giBoKwK7G5OsX7PWYQgGIwG+Pxf/h3+6Lf+BD/wr78H2y/u4MIDVxf4XsxrDIbc6P7y9/8ab/i2RyEi+P3/9nG86Tsew9r5Vcz25hhNhgfep6p48UtXsH7PGRRFZ/HapsULX7yM6fYeJitjjCZDjJZHGI4H2PjKFtbOr2BvZx+qipWzy5hu7dn1rNE2kcYHwDMf/XO8/ltfi9l0jkt//nk88g0PYe38QfLVHz/9Z3jD2x5F20Q8+7dfRlmVGE4qnLt3HeOlEXY2drFydhmf/Ysv4C//z1/j+997kAn3lS+8gNXzq9CW33v5uQ2cv3cdAHD5uQ3MphwHtLy2hNHSEHs7M5y5azWtlU//8Wfx+m95BCKCL376S3j1o/di8/kt/NUf/Q3e9B2PYeuFbbRtxHA86Oq9h/CpP/w07r14T/rcq2HrxW2snV9Fa2oyIbC29uv/4bewdn4Zb377G7D14g5e9fAFfOnS83jtWx5C20Z85k8/h3sevIsGwY75D3/zGXzL978V8+kMbROxdn4Vezv7mKyMr3qf+7jy5Q0MRjYdIAjqWY0v/e1X8Pq3vRYatTNoAL7w/57FPQ/xnMuqQAgBbdvi8596FmcvrOHs3WsHPjtaLewPfuOTeOjrHsCZC6uYTRdYv+cMYoyYbk4RbO2/5o33oxpWePZvnsMDj92H6fYePvJL/xP3PXIv3vhtr0O9aDBZGWE45rlsPL+FtmkxWZvg2U8/B1XFA4/dB41cN7/x1NP44Sf/Ee558AJ+98N/gItveRAK4L6L96CpW5SVDcE17G4yPbmzsYvBaIBz7twcASLyx6r6+JHfeBWslXfp21b+4TW99iObv3hs3/tyEJFfUNUfv8rv3/FSGpUv9Z6X/I5s5I5u5DIyMjJuBY7VyBXn9W3LP3BNr/3I9n+6VUYu4upDUNcBXHmJtz2sqsVL/O2rkGtyGRkZGacFJy+ouQT2x72UQTuMcwDed5QvyEYuIyMj45QgEXtODj6sqh86yhtE5OGjvD4buYyMjIxTAT1xkdzVeuGO+z3ZyGVkZGScBvQYoscBUx+5BNbPoKofPLYPP0bkFoKMjIyMUwDF8bUQ2JDTS6r6YTNuF0Xk3Tf7HK4H2chlZGRknAZYf+Q1/fe18YSqfrj389PgsNMTh5yuzMjIyDgl0GNIV5qI8mFcAfDOG/7wm4Bs5DIyMjJOC64tSvtauFoP2yYAiMgZVd08ji85Lpz6ZnAReQHA52/3cdwGnAfw4u0+iDsQ+breHJzW6/oaVb3rOD5IRH4bvI7XghGAWe/nDzqxxGpv71fVi73PPgNgA8BFVT2SgPLNxqmP5I5rAb3SICKfvBWKBqcN+breHOTreuNQ1e89po/ahDEqe/Cfr7Wp+5YhE08yMjIyMo6CKwDOHPrdGQA4aalKIBu5jIyMjIwjwAabbh769TqAl5sBd9uQjdzpxYls3LwDkK/rzUG+ricLHzzUF/cuAE/droN5OZx64klGRkZGxtHRUzx5GMDmSVU8yUYuIyMjI+OOxalnV542WIrhYQAfBgvIT4BK4Jd6r3lFaNKdJORrdjzI6zPjuJFrcqcP6wDeDw4q/CyoP9ffQF4xmnQnBfmaHSvy+sw4VmQjdzpxFmzaPHtIfw54BWnSnSDka3a8yOsz49iQ05WnENbLsnn49680TbqTgHzNjh95fWYcJ7KRO4UQkSfAzWEdwBlV/YD96RWlSXdCkK/ZMSOvz4zjRDZypw8fBXDFNwQReUpEnrD6xpmrvN43lXVcxbvOyNfsmJHXZ8axItfk7gCIyJmX+6//WlW9dMjjfRrAk/b/m3gFadKdEGwiX7NjQ16fGceNHMm9wmHMsm/6Gq+Bqj7ZUwo/29tINkHKNvAK06Q7IcjX7JiQ12fGzUA2cq9wGNPsMAPt5fDkoQ3hYQDP2Gc9IyKbh15/YjXpTgLyNTt25PWZcazI6cpThJfwdv8JgJ/t/fyK0aQ7QcjX7BiQ12fGzUCW9TplsJTQE2Aa6CKATxzuRXqlaNKdJORrdjzI6zPjuJGNXEZGRkbGHYucrszIyMjIuGORjVxGRkZGxh2LbOQyMjIyMu5YZCOXkZGRkXHHIhu5jIyMjIw7FtnIZWRkZGTcschGLiMjIyPjjkU2chkZGRkZdyyykcvIyMjIuGORjVxGRkZGxh2LbOQyMjIyMu5YZCOXkXEDEJGHReQJEflVEXnrob89JSJP3K5jy8jIyEYuI+NG8V5Twb8E4L2H/vaE/T4jI+M2IRu5jIzrhIi8E8Av24/vBvCZ3t88qvvkrT6ujIyMDnkyeEbGdUJVPwowZQnONuvPPXsngEsvMQg0IyPjFiFHchkZN453A3hGVfupyXcB+OhtOp6MjAxDNnIZGTeOH8JXG7R3Anj6NhxLRkZGD9nIZWTcOB4G8An/oVePy5FcRsZtRjZyGRk3jsMMyp9CrsdlZJwIZOJJRsaN418C+CkjoACM7HIUl5FxAiCqeruPISPjjoKIKIBvVNVnbvexZGScduR0ZUbGDUBEnhaR9/d+fh/ItMwGLiPjBCCnKzMybgzrAJ4CEuHkvQC+8bYeUUZGRkJOV2Zk3ABE5N1gDe4cAKjqk7f3iDIyMvrIRi4jIyMj445FrsllZGRkZNyxyEYuIyMjI+OORTZyGRkZGRl3LLKRy8jIyMi4Y5GNXEZGRkbGHYts5DIyMjIy7lj8f3j2RBbFIa6VAAAAAElFTkSuQmCC\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(pos[:,1], pos[:,2], lw=0.0, c=rand['BOUND_DIST'], s=2, vmin=0., vmax=70.)\n", - "pl.xlabel('$y$')\n", - "pl.ylabel('$z$')\n", - "pl.colorbar(label='BOUNDARY DISTANCE')" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "id": "475c195e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:03:07.199222Z", - "iopub.status.busy": "2022-03-01T13:03:07.198118Z", - "iopub.status.idle": "2022-03-01T13:03:41.345419Z", - "shell.execute_reply": "2022-03-01T13:03:41.345933Z" - }, - "papermill": { - "duration": 34.414238, - "end_time": "2022-03-01T13:03:41.346108", - "exception": false, - "start_time": "2022-03-01T13:03:06.931870", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 30, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "#isin = rand['IS_BOUNDARY'].astype(bool)\n", - "pl.scatter(pos_bound[:,0], pos_bound[:,1], lw=0.0, c=bound['RAND_N8'], vmin=0, vmax=1500, s=2)\n", - "pl.xlabel('$x$')\n", - "pl.ylabel('$y$')\n", - "pl.colorbar(label=r'$N_8$')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ebd53b17", - "metadata": { - "papermill": { - "duration": 0.056533, - "end_time": "2022-03-01T13:03:41.470764", - "exception": false, - "start_time": "2022-03-01T13:03:41.414231", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 31, - "id": "91ab6e29", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:03:41.701257Z", - "iopub.status.busy": "2022-03-01T13:03:41.649892Z", - "iopub.status.idle": "2022-03-01T13:03:46.249653Z", - "shell.execute_reply": "2022-03-01T13:03:46.249276Z" - }, - "papermill": { - "duration": 4.678343, - "end_time": "2022-03-01T13:03:46.249768", - "exception": false, - "start_time": "2022-03-01T13:03:41.571425", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.2, 1.2)" - ] - }, - "execution_count": 31, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "def theory_ff(bound_dist, radius):\n", - " d = bound_dist\n", - " r = radius\n", - " sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", - " \n", - " return sphere_cap_vol\n", - "\n", - "d = np.arange(0., 16., 0.1)\n", - "r = np.ones_like(d) * 8 # Mpc/h\n", - "sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", - "\n", - "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", - "pl.plot(8. - d, sphere_cap_vol)\n", - "pl.plot(8. - d, theory_ff(d, 8))\n", - "\n", - "\n", - "pl.xlabel('BOUNDARY DISTANCE [$h^{-1}$Mpc]')\n", - "pl.ylabel(r'Random $N_8 \\ / \\ \\langle N_8 \\rangle$')\n", - "\n", - "pl.axhline(1.00, c='k', lw=0.5)\n", - "pl.axvline(8.00, c='k', lw=0.5)\n", - "\n", - "pl.ylim(0.2, 1.2)" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "id": "e07a3382", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:03:46.364892Z", - "iopub.status.busy": "2022-03-01T13:03:46.364422Z", - "iopub.status.idle": "2022-03-01T13:03:50.355990Z", - "shell.execute_reply": "2022-03-01T13:03:50.356704Z" - }, - "papermill": { - "duration": 4.054726, - "end_time": "2022-03-01T13:03:50.356956", - "exception": false, - "start_time": "2022-03-01T13:03:46.302230", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/cosma/home/durham/dc-moor2/DESI/poisson.py:21: RuntimeWarning: invalid value encountered in sqrt\n", - " a = np.sqrt(2 * h * radius - h * h)\n" - ] - }, - { - "data": { - "text/plain": [ - "(0.2, 1.2)" - ] - }, - "execution_count": 32, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "d = np.arange(0., 16., 0.1)\n", - "r = np.ones_like(d) * 8 # Mpc/h\n", - "sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", - "\n", - "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", - "pl.plot(radius - d, sphere_cap_vol)\n", - "pl.plot(radius - d, fillfactor_expectation(d, nbar, radius))\n", - "\n", - "\n", - "pl.xlabel('BOUNDARY DISTANCE [$h^{-1}$Mpc]')\n", - "pl.ylabel(r'Random $N_8 \\ / \\ \\langle N_8 \\rangle$')\n", - "\n", - "pl.axhline(1.00, c='k', lw=0.5)\n", - "pl.axvline(8.00, c='k', lw=0.5)\n", - "\n", - "pl.ylim(0.2, 1.2)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "59b6bf40", - "metadata": { - "papermill": { - "duration": 0.064283, - "end_time": "2022-03-01T13:03:50.510336", - "exception": false, - "start_time": "2022-03-01T13:03:50.446053", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 33, - "id": "1dff800c", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:03:50.685498Z", - "iopub.status.busy": "2022-03-01T13:03:50.684921Z", - "iopub.status.idle": "2022-03-01T13:03:51.061637Z", - "shell.execute_reply": "2022-03-01T13:03:51.060643Z" - }, - "papermill": { - "duration": 0.453332, - "end_time": "2022-03-01T13:03:51.061915", - "exception": false, - "start_time": "2022-03-01T13:03:50.608583", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "# rand_density. TODO: source from somewhere else.\n", - "n_bar = 2.\n", - "radius = 8.\n", - "\n", - "# number of gals expected == Nrand = var\n", - "var = n_bar * (4./3.) * np.pi * radius**3\n", - "\n", - "# actual gals\n", - "exp = np.mean(rand['FILLFACTOR'] * var)\n", - "\n", - "sig_ff = np.sqrt(var / exp**2)\n", - "s2n = np.sqrt(var)" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "id": "f05e086e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:03:51.264406Z", - "iopub.status.busy": "2022-03-01T13:03:51.263875Z", - "iopub.status.idle": "2022-03-01T13:03:54.987780Z", - "shell.execute_reply": "2022-03-01T13:03:54.988618Z" - }, - "papermill": { - "duration": 3.82058, - "end_time": "2022-03-01T13:03:54.988903", - "exception": false, - "start_time": "2022-03-01T13:03:51.168323", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(-0.5, 0.5)" - ] - }, - "execution_count": 34, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "rand['FF_THEORY'] = theory_ff(8 - rand['BOUND_DIST'], 8)\n", - "\n", - "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'] - rand['FF_THEORY'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", - "pl.axhline(0, ls='--', lw=0.5, color='r')\n", - "#pl.axhline(3* -sig_ff, ls='--', color='cyan')\n", - "#pl.axhline(3*sig_ff, ls='--', color='cyan')\n", - "pl.xlabel(r'BOUNDDIST')\n", - "pl.ylabel(r'$ff_{THEORY} - ff$')\n", - "pl.xlim(0, 8)\n", - "pl.ylim(-0.5, 0.5)" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "id": "b85e057a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:03:55.210568Z", - "iopub.status.busy": "2022-03-01T13:03:55.198860Z", - "iopub.status.idle": "2022-03-01T13:03:56.925386Z", - "shell.execute_reply": "2022-03-01T13:03:56.926329Z" - }, - "papermill": { - "duration": 1.836702, - "end_time": "2022-03-01T13:03:56.926631", - "exception": false, - "start_time": "2022-03-01T13:03:55.089929", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'BOUND_DIST [$h^{-1}$Mpc]')" - ] - }, - "execution_count": 35, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['BOUND_DIST'], bins=50, histtype='step')\n", - "pl.xlabel('BOUND_DIST [$h^{-1}$Mpc]')" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "id": "2717e59f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:03:57.111462Z", - "iopub.status.busy": "2022-03-01T13:03:57.110969Z", - "iopub.status.idle": "2022-03-01T13:03:57.407683Z", - "shell.execute_reply": "2022-03-01T13:03:57.408621Z" - }, - "papermill": { - "duration": 0.37717, - "end_time": "2022-03-01T13:03:57.408943", - "exception": false, - "start_time": "2022-03-01T13:03:57.031773", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('EXTNAME', 'TilingCat'),\n", - " ('TCOMM1', 'GAMA ID'),\n", - " ('TUCD1', 'meta.id;meta.main'),\n", - " ('TCOMM2', 'SDSS objid'),\n", - " ('TUCD2', 'meta.id'),\n", - " ('TCOMM3', 'J2000 coordinate'),\n", - " ('TUCD3', 'pos.eq.ra'),\n", - " ('TCOMM4', 'J2000 coordinate'),\n", - " ('TUCD4', 'pos.eq.dec'),\n", - " ('TCOMM5', '3-arcsec fiber magnitude'),\n", - " ('TUCD5', 'phot.mag;em.opt.R'),\n", - " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", - " ('TUCD6', 'phot.mag;em.opt.R'),\n", - " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD7', 'phot.mag;em.opt.U'),\n", - " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD8', 'phot.mag;em.opt.B'),\n", - " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD9', 'phot.mag;em.opt.R'),\n", - " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD10', 'phot.mag;em.opt.I'),\n", - " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD11', 'phot.mag;em.opt.I'),\n", - " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", - " ('TUCD12', 'meta.code;meta.dataset'),\n", - " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", - " ('TUCD13', 'src.redshift'),\n", - " ('TCOMM14', 'Quality of redshift'),\n", - " ('TUCD14', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", - " ('TUCD15', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", - " ('TUCD16', 'meta.id.cross;spect'),\n", - " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", - " ('TUCD17', 'src.redshift;stat.error'),\n", - " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", - " ('TUCD18', 'meta.number;spect'),\n", - " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", - " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", - " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", - " ('TUCD20', 'src.class.starGalaxy'),\n", - " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", - " ('TUCD21', 'src.class.starGalaxy'),\n", - " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", - " ('TUCD22', 'phot.mag;em.IR.K'),\n", - " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", - " ('TUCD23', 'phot.flux.density;em.radio'),\n", - " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", - " ('TUCD24', 'meta.code'),\n", - " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", - " ('TUCD25', 'meta.code'),\n", - " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", - " ('TUCD26', 'meta.code'),\n", - " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", - " ('TUCD27', 'meta.code.class'),\n", - " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", - " ('TUCD28', 'meta.code.class'),\n", - " ('TCOMM29', 'Priorities for targeting, see notes'),\n", - " ('TUCD29', 'meta.code.class'),\n", - " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", - " ('TUCD30', 'meta.code.class'),\n", - " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", - " ('TUCD31', 'meta.code.cross'),\n", - " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", - " ('TUCD32', 'meta.code'),\n", - " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", - " ('TUCD33', 'meta.code'),\n", - " ('TCOMM34', 'Visual classification, see notes'),\n", - " ('TUCD34', 'mata.code.qual'),\n", - " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", - " ('TUCD35', 'meta.id'),\n", - " ('DATE-HDU', '2015-09-04T13:22:37'),\n", - " ('STILVERS', '3.0-8'),\n", - " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", - " ('DMU', 'EqInputCat'),\n", - " ('NAME', 'TilingCat'),\n", - " ('VERSION', 'v46'),\n", - " ('DATE', '2015-05-22'),\n", - " ('CONTACT', 'Ivan Baldry '),\n", - " ('AREA', 180.0),\n", - " ('GOLD_NGAL', 113687),\n", - " ('DDP1_ZMIN', 0.0390699990093708),\n", - " ('DDP1_ZMAX', 0.2629899978637695),\n", - " ('DDP1_VZ', 7594754.153764196),\n", - " ('DDP1ZLIMS_NGAL', 113687),\n", - " ('DDP1_NGAL', 45293),\n", - " ('DDP1_DENS', 0.005963721679858641),\n", - " ('DDP2_ZMIN', 0.03914999961853027),\n", - " ('DDP2_ZMAX', 0.1937000006437302),\n", - " ('DDP2_VZ', 3156659.558717707),\n", - " ('DDP2ZLIMS_NGAL', 73942),\n", - " ('DDP2_NGAL', 33396),\n", - " ('DDP2_DENS', 0.01057953807776663),\n", - " ('DDP3_ZMIN', 0.03903000056743622),\n", - " ('DDP3_ZMAX', 0.1015800014138222),\n", - " ('DDP3_VZ', 457819.2340050841),\n", - " ('DDP3ZLIMS_NGAL', 18121),\n", - " ('DDP3_NGAL', 8842),\n", - " ('DDP3_DENS', 0.01931329953669401),\n", - " ('TMR_DDP1', '[-21.8, -20.1]'),\n", - " ('TMR_DDP2', '[-20.6, -19.3]'),\n", - " ('TMR_DDP3', '[-19.6, -17.8]'),\n", - " ('RPATH_0',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G9_0.fits'),\n", - " ('RPATH_1',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G12_0.fits'),\n", - " ('RPATH_2',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G15_0.fits'),\n", - " ('VOL8', 2144.660584850632),\n", - " ('comments',\n", - " ['Science targets and information for tiling and spectroscopic',\n", - " 'observation.'])])" - ] - }, - "execution_count": 36, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='ddp_n8', dryrun=dryrun, survey=survey, version=version)\n", - "gold = Table.read(fpath)\n", - "#gold = Table.read(os.environ['HOME'] + '/data/{}/gama_gold_ddp_n8.fits'.format(version))\n", - "gold.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "id": "a72735e6", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:03:57.600975Z", - "iopub.status.busy": "2022-03-01T13:03:57.600484Z", - "iopub.status.idle": "2022-03-01T13:04:06.645859Z", - "shell.execute_reply": "2022-03-01T13:04:06.646340Z" - }, - "papermill": { - "duration": 9.129035, - "end_time": "2022-03-01T13:04:06.646506", - "exception": false, - "start_time": "2022-03-01T13:03:57.517471", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "ddp_zmin = gold.meta['DDP1_ZMIN']\n", - "ddp_zmax = gold.meta['DDP1_ZMAX']\n", - "\n", - "isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", - "\n", - "fills = rand['FILLFACTOR'].data[isin]\n", - "pos_slice = pos[isin]\n", - "\n", - "fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", - "pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", - " \n", - "plt.scatter(pos_slice[:,0],\\\n", - " pos_slice[:,1],\\\n", - " c=fills,\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " vmin=0.,\\\n", - " vmax=1.,\\\n", - " cmap='hot')\n", - "\n", - "pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", - "pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", - "\n", - "pl.colorbar(label='FILLFACTOR')\n", - " \n", - "plt.title('{}'.format(field))\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "id": "75c59970", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:06.847426Z", - "iopub.status.busy": "2022-03-01T13:04:06.839637Z", - "iopub.status.idle": "2022-03-01T13:04:23.910808Z", - "shell.execute_reply": "2022-03-01T13:04:23.911576Z" - }, - "papermill": { - "duration": 17.191389, - "end_time": "2022-03-01T13:04:23.911839", - "exception": false, - "start_time": "2022-03-01T13:04:06.720450", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", 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vHg/dNrAblOU5Elc54PrZFva9U8OsWzcQlPeTbPRCMpxuU8fTFuQlhkT59RN5XeRclCI5jDV4H/CNAe+fismLHFQqSaOZMMEg1L/Goe/9GT//2j3cdd1leNy9eHxpqBCYGEeoEMBiwm/W8ZNRbj7FAfAE9zBr2UK6TzxN+4FtJM0p5dDJNHpeAWM1uPrAGlaBNyORnAc7k25h1o030lfXRdVRONVUjBBw0g3d478CmumKRLkyEnld5FyUIhnhqUgppE2RwgFPDiyFFMmRLI1Evz7G0FJJGs2YOXn0KA9mCn5dIGj80ywCe54gJa2SZ1/cw8evLmB1VjcZi0oA89CdTQI4SbAwDesox8lamMa7pyErt5AuxzpC13yCpvcqadlTRUMlvIAqI1fD8A/7JuA6G3z8sXWsuyyboMtGRmomGTNKmHfrOlp9UKVT5S5NtCV5los2TzJiTQ5bCimyzYjrNZrRaGpq4uGPfYwd7713dtk1gMkB9vQgpjl5WPeW84niNp4+DDO++A9gyhpmNDPIVRyq8o+axn1ofxeLLzPTc/hF3t16mBuvv4l5C+ex+ZXX8bsgkALZZggGIH74DyQBN916C8VX/BM9wU5K5s/AkNxEriWbIyfrSa+AbWO9IJqLh0tgvjERLmZLUqM5J/zDV79KUXo6DiGYnZ8/SCABjgLHs0EuMxFMTSH70+soyAmQKe3MWRBNyx/GTyWSKMy/ht5RzqEX8LdW0FN8DR0BH8ebW3hmx3NU1lRT3g3N9fBBYGRX6cfSIee6eTTs3kVaehFJWel4y7dh6snH3iVo0n7WSxdtSZ7lorUkNZrJ4oP33uMLDz1EsK4OK6qW6UjZYfmAwwih6gBY0zC7X2CJMcCnbkkifOwXUHAjOG+Pv3PIgzm5e9RAmRbAa3JTe2QvLS2CgiQnprQCnKsX8d8vHaQhgc+Vnmpl3a3LSbKvoae2hZAjBVvWrbif/DYp+XXsSkXVo9NcmlwCApgI2pLUaGIIBALceNVVZxP5N153HVV1dXhRrsuUUfYPW0G4YG8omd7n3ka2u+lyw+sfVHPqvQ/AnsdwtWuk0YRZyoS06dWtVYSMIZxpaXT19LH3dCov7qmhMcHPWZ+bgc9to69HUDh3Pu62VoI+N+KGGzlxuJwKLZCXLhKdAhJBi6RGA7z4wgvMLSxUpd8sFnZt3z5ofRglkBZUQIxzmHEKgGwjrFwE8661Yl7tJdjay8FaKFw9lzk3ZIP0gRzm7uJvprbjCEUJnPOGQA/djUdIzUrmcPkBKk+8TV1jZ1wr1AHMG/B+iQ1EXjJd+5uxO5IgOQObw0A4rYiAtY/kmUnDWsvB4MVfZUWDdrdG0CKpuSRpampiwYwZZ63FT9x9Nw0NDSPOP/SiYlJbGD4YpgHoyoT2+WZ2fq+F7kMpkCqxBODYoTPsPXSMvqYjw1cqsRRjL81L6N7zdCc0evrY9v57tHR5kK5WzMP4adOAB5aqtjhW4C/S4DtfWYShbAX2ZCfuAx8ijSm0HD+JJb0P7zPeoZ0BIgQCl0Dc/6WOTgE5ixZJzSXDE597mKsiojg7P5/ampoh24xkIxkAh4AvJCmLcTgC7fDCywHW/F0aaQc/pO+/PHS6YX2uDa91OYF3fgOeeN3bQIZ9OHJ7Rg3cATCF4Pgf9uBxtbG4KJ+y3viNkQ3AWgd8UA6LjHAZYMlOQuTcSGGeCdnXjmNpKZa0TApWLMNs6MBnk5eCJ00zHDpw5ywjBu4IId4gTqupcSIAKaV8YJLG02hGxt1G98H36amuZduhXWx/77ejdsQwM/zDcRjolvBcHyPP+5mhqBC2vRggt8ZA2s4w75vBva+OR5O78cllBKyzMCMZMjcZ6qbdO4csmqgb5VzbAF+nh2LA/eqz/O8w0TqlNvAtmceGNWtZnv8bPG/7ufaTj2KwXIvT3w7OVBCCrurtOPMLef37v+X0oeGPe+rECZatWDHK2WmmPfopCRg9ulVMpqgJId6crLE0mljCoRC/f/IhAi+9zQPfvhvm/xOWtFwys11cf+e9NB/4PbtOjzyfNpL3KBWYjXJZ1gHtw2zX1gVp6dCy1UVBARxxQ0YyrLXD8TPdzF7dTbhtF+RfF6myE0ViCBvoPRImIEioFlwP4AFON8QPBbKZYN3cJJKzcpif04zH6+Sar9+NqekF6CyD4nlgdNDZ0ILXnE97RzlL18zmP34UzyZVdHbEdpnTXHRELUnNqCK5b5KPN9njaS51fLUgU8FmoXvnX3NoWznr73gISr+IGR/MKKSxN0yW7Qe0HAtOKOfJg5pzTEGJ03C4gIMnoCAfDPvh+x4QHliwDfxGuNZ+ELnjvym4ZxWDi8aFCEgD828xUfA8HE0kjwNVrT9a5C72vpZvhVtvnsmCh/+Sw28cxtBVChVmTB/9FIFeI8JQBE2HSHXMwh4IUfPHDzD6HSNayq1tutz5RY8WybOMOCcppfzqSOuFELOEEHfHWTZzPONpNKPR2dnBfddfxZcyUmj90aOE3IeQRitgInnJl/n48stYXVQGAROEBGZvEzklVYT9TuZkTizOQKDEcSSXLIAPOFIDngPwZrkSVwNQ7oMbcuDYNkgtLYWAMWZPCZ3H8Ps8nBnOTI1DD1AVOW4svb1wYEs1J//nx5RkpjFnbiG2j/0twv4nCOsssBdCzkIM5gDHjm0me94S9v5h/4hzolWnTyd+cprpi04BASZQTEAIsRzVj/XHQogKKeUBACllpRBihRDCGV2m0UyEl3/zIza/8nPmzFuA0ZBFltNOdkkGfacOYUz9ZzAaATPG5HzmfuIv6Kw5SEqSEwynIdmKkTQqGz3sqJlYi9ggUA0JBdU4gDd9YEOJWA8qqvTVKlhjgAVPfZ/53/wrSHOg7jReCPgIpZh54+0uquIp3ji4OQ2azcXkls5g9rzFWJyVGIyp0NqJOZBPoO8MZJchrFbmzL2J7mO72OrqpGuEMY0Wy+ScnGbqoi3Js0zE+7RaSvkT4LnYFVLK/REL88AExtdcoviPH+H4ndfzw6QOPjga5qO3mkhJXcG29w+Q0VvHTR9/kMMfCHI/eTuEJYgwGMBgBIM1QM7cRdBeAwWZEHgLmt7AEnJR2xHf2horrQlsU4061kDHpA84DcwWkNnmIxA4jjmcqczMQJgAVnxeE57yVqwwav3W0TADHXmwNtdGfn42VunBPOdmMJghswiCh8BfAh43J3btxtPVQ9fxD0h3xS90EOXIgQMTPDPNlCeaAqLRKSCaC09fXx+3Xn89i4TgE0Lwx0VL+OapNnIbwny0GLZXpLD3TB0nT5XjLr6O//vDEeYUhJEdBsAPZ72WZtUbytIN2aVAGphnQ/YMjmzfiTnWu3kOcRP/HtMFPB+C/3sJdjx2L7JlH/R5wO8D+jB1GsnPLWAyTlUAGUnwsbtWkjZ/CZRmc3YO1GQByxJISgVfL2VzfKRn9vLKgZMc6hwuC1RRXl4+CWenmfLoFBBgYiI5e5T1ayYwtuYi57/+/d/PJvJn2+28/+67BFARpJVSfXn8PXC4Cc4c6+Sy/Hayk3pIlYc4deYkcxbMpbW7Bfo6BkeIOmaDYymYzYAHzPMwW+5gntPM4gvUOTj2R+YHfuCH6jc7CH7wTQJNx9SHDfRwes/v+d5vj+GfhOP6gc5yOIYTU9kKDMIPInoRBOCCsA+aGuk2FfPO3hNgqeJI28hO6ZmlpZNwdpopjS5Ld5aJiOTTQog3hBDLBi4UQtwghNgNbJ7YqWkuJpqbm7ly+XIcQrBECP7ty18esk20NmoQ9RvdH1LNhUuTYfObfq4vgeX5DczL6ePXz79P7tzThG2zGZz8YKB/1jAfSINwHgWrltB3gX7Q8Q7bAny7Hjz2MLS5wVNP+Ph+2qp7sKSDZWSPZ8K0lFgwHK6FsBFj5hVgsvevDFkwe6oJZxWRkbuIWxZYWBKWFI8y5t4PP5yck9NMbS5iSzISU5MQ4xZJKeV+4NvAc0KIUPQF/B74qpTy7fGOrZn+SCm5/6MfPWstluXlcejgQUB5R0titk9CBba0AVtRzYI3BsAShM4eSHdC3/tw4D035dU9LPcFOL2vCNFxisENjM1ARuRfI2ACUyb2uQuZUwAzz+WHHiNVwOfueYmu/X9DIPgKne+/QvNvX8LeAp5JsnrPVPvxFqTi72kDQyf910qASIWUQiy5RfS5eslbcRsb182jZBSBtlhHawmtmfZcJBV3ItkWPxJC/FAIkRp5fxp4QAjxjUTEckKtsqSUW4DZQohZQClQIaUcPgtZc1Hzm1/+kkc//WnCoZF/OalAbFE2P6rUWzRdIhn4EGgG5gNd9VAj4K2DYLAEac6CgGwkmObFTJjhn/fMYHZgKvoqc/+sgeKvv0jVFAlICAMHvLDnL/cw75oT7Kjt5Z2mMDV2sLknHrgDkOWHA+++xobP/jMYMwevNJlBZiEIkpqeRFAupw8jl+XCi03Dj1kfp5yf5iLk4nCl3iOlfBRACPE5YBPwLSnljyPLvsIoAaYTDtwRQqQCsyKvmRMdTzN9CAS8/Om9yyhLsbI8T/ClT35yVIEEKAfsMcsWAUWoSjZ9qLJvLuAgsBOoB3ZJyBKQlgb/9/YpLN0HoTeRWHUTmPNZ+8Ay1lhVWsZUoRF4tBe+9LqbHx4N80InBNyTF1GXLmHVg5/EYB8mbUMIEGaENQ2z0cysG+eyMh8KRxjTkpQ0SWenmbJI1JNrIq+pzRCjLSqQEUbKdgIm+FuMKLML2AJ8FXhLCNEuhLhrIuNqpi7f/Od/Jt1iwSEEBZYkeg8fIi3Tj6U58fQKiXKtDuQ46vcWCbfBBcxAuWFnodIu6gFhhYpWyPRDsqcdHEkM15uxH7XemL6CBz+Ry6LM0fc4n7SjXMwHUdewgckT8qQgdLe9DyLEYLd0PIwgi0ldYB0xutbT3T1JZ6eZslw8gTsZAEKINOAJ4OmY9aNObIxbJIUQ9wD3AauklAYp5WwppQHYAHxeCHHDeMfWTB2OHTvGktmzz84t/svf//3ZVkl9QE83OELgGsM0lYmhrsQAcArIRd3KZwNHgU5ULcNe1O/xlBeygOoe2P6LRjDMINFZA7OxmYKb17O4N6GyqOeNqC0cpl/GJqs66p4wpLXNgFACdzOThAwTuWcERQy19qP4/VPffNBMAhfBnCSwRwjxV8Be4HEp5XeEEH8VCTD9Cgn81CZiSa6RUt4UCeA5i5Ryn5TyJpRYaqYZ0uflgy98gdlCkCIEly1aRGVMXtxAK+NkEzTUQcMYsvQdwAbjUGtJoJbZUVZjF8ritA1YDyq4px1wGYDAhxBMZJLRCI47EYsXc9mKTP71ehPF5zFvMlFSJ3m8G4E1hSdAjDDJGCUoIecmbOtMrGd4a9ZkmlAog2Y6cJFYklLK/VLKb0eMuB9Hln0bdTt5S0r5/GhjTEQkd4+yfs8ExtacR86cPs0fvv8tul/9BcGfb4Df/pAlDHWJRhn48JiOStkYy20zBagKDbUm64EjKKtyHnA1g+ukxlp/hm7wvV+RoO/UAIZ07DPu4qov/TXMWcJ9VxsmJWl/snAAlzO6U3Qs1JnAP28VGPIT2NqAdFXjW5zLcYYv4p5kH87G1FxUTANLUgjxlfF4LaWUb8UaeMNxLh8JXQPfCCFmSimrzuHxNAnS19vLC//y9/xh+05wJNPY2MwnV64iOCeXU29Ws3AG9LhUtGn81sCKDFQaQzTZIpG6qFmRbeM1uOhDCbMEDqNm3P0o68rFYJE0AJ0zTHRndOIIBSP1W0d75rNgEiW40ovZ+NCXwd3FgR1/xtuTVCd1IpgAJ6oezgzUA4Ofid+DZgXB3JdOQg5mI3DoZWwnepgpwCrjVw3q602keq1mWjPJtVuFEI+hbicZAFLKp0bZ3omKRI3us0dKGa+L1KOR7WL3/yzKm+mMjLE5EasxHhOxJDfHdgCJElkeW7vqiQkcSzMZSC++t/+EUy/+J2dCRlZcdQVXL8jj7ttnctkdV2B1VZK2dBkE4O/y4AorZI4wXAdgQd1IE9WZMGqeMRqUY6DfcjKirJcG1Jcnlf7OGykx1qIATp+20nW4Fl/7HghEf9EB+m/tcW7x3k6WzV1EaXYOebZU5lggDy64RbkYeMACvQIW5qtzmozgorQ0sC9dDKaU0TeWYEq6mtAHLvwpw6egBIMTKROvmTZMkrtVCPEEKj3w2Yg4lgkh7h1heyfKFfotKeWzkcV/PczmroE5+UKI5UKIM8BTKEdXJeo29rXxBpVORCSrgGcHFhIYUFDgWaBiwLIwMOxF0Uw+fd1t7HvnZVybf064tx4IQVhg6E4ltyCLz3z6U5QUzcBV3UlJ6UY6X3weY7oJo9NAyvWQMg8+kafSMkaih8S6YgDkoHKEjCiL8mpgITAHJZTJ6izpQolkCzDXrObGbFK5I6MkAwtTPPS5dxF2DRDIcDiijbHRnGG13maFDDOhLAfelnr+8luXc6Vl5IeB80E7kJsNc9bAWqN6+EgbbadRWACYhBWsqSAScOKGwTDXhlX42dU9sY4pmmlOmMlMAdk0QOxAVWN7ZITtnwCejL6JCOvnhtl2S/Q/kWyLfZHx0yMxM49KKe+XUq5Gda16cDjjbjgmIpIVQJmU0hjnZYi8zr4nTrcQzeTh9/v55B13cK9F8PSfO9nyi6+xcO212C+/FYMt4uQ0CgxzbiG9q4PuD7fTemQbFqeV2v27KJm5HNEgSG99FUMmLFkFJWZ1ox3pS5KoR6YYWG2EDWa4wwQL7GAzqiCcFpQYO+m3nsKom/ThAMzOT6OkdAYDK4ZKYMMVYLB1g7UVwn4ISFXLNdgUGWGgfRv5NQdrMQc8cOJV0mfbcc55mFvuS2LZKJ/zXFMGVOTBjoNgvymDv3OqzzheC9eMstg/9VA+Jl80dnY0l2uYgLca93LIHudxNRcRk2BJCiFWxlncAawfYbdNDBA/ACmla5htN0eiVd+MjLkKVfFtSP6jlNIlpbwf9XNLmIncFz43xuo635jAsTRx2LltG5k2Gw4hyLBaef6ll+hIhvbWErJz8qje9zaWJCsYIiE40o9xRhmWq28l3/0hV19/PTPL6yludWHJzSO8538wlkhYbIDPzqNoA9w3Y/hUgERR3R6hyQiZybAwCIFsyC0TXIeyEA2oG/PA23g94LCCwQ5lop55VlWNdQVwD1A4H/rerqbz2e/hO/w4odpXkUG3ci2GeyOjBiIC2gB9VeAW0NSNRdgQoRL8JzvYuLqMDCZuuU2EjhQ44s7hqk/N5midnZ/2TmxOMssAWQsXkr8yB5HdB+EORnbghpAIfO++TN8e1epLcwkzeWXpMhiaZuGCs27VQQghos/CpUKIe4UQmyLzmfFPUwXgfDtiNT4QiWbtigT0DBcs3jnqWQ9gorVbz9n2mqEcPniQOYWFZ3MW169bh883eDaw0ARHdzaQZ8jG7ulj0I1RSLAWET72DK3vlRPee5jl6+dz+6euJ9PSjalwEaSkYVhhw1S0nPBNSdhS4YoJnncIVav17wNwz+Vw6z2w/lrIyLOSgvoV1QJnUG7Ugfh8kNzSRYu5iAMm+FMbfD1FWaaWfbD643PIvMyLoepHuH/1fQLbf0og8D70vAuBdjVIsJJAMJlA2178hgyYs5TQkkfAX0/SVevwGFO56obJKQM3HpxAZwhue2AjKeZ05s65npx8ZcWPl+JZVpYXpyDy14JhOUgLyJFSZcLQ+B7NVQF+fgBOjLClEFOpFIPmnJG4JZklhNgz4DUwkMYZZ+SoaGbEWXfWYTRgDjM6rzkWngPejtRnPduEIxIJOyZLMqHoViHEZyMNlhNmPPtohvKJ++7jpeefR4ZHnyFPAZBwxQ0GwiUBCssWMDh4xQYGiVhwN0kbMzjQ0Mvc7FYC23fhPtNFxiM3YvZVIwo3QXsAUXoCn/kgI3cXHB0rcGcarLgBMh60EGw1km9IY0V+Mh27y3mvT1lNnwB+FrNvsgGWLTHRkuZndjCNXa4uUgxwbQnY7gLK2gm9mYavM4TVto3mPZC3/BihwxUYL1sP5tvwbnuPQNHlmJtP4u/2IpbPhVA3xr406DtF1lX3kvP97ec01HskDIBPwi9++BL3ffwG8rJdXL0ol6PVzSSjHurHEk+6KtWG25jGzLq9mLvzAD8YYh4/AoF+X24ICLkJNO3E4trGCVOkveUwSDmVSjFozglji25ti8z5xcPFUDGMvo+XyB9dNjCFcAuRYgCJnpCUslIIcSNqfnO/EGd7xG1BFcFJmETvC49E2l+N5RHyEUCL5BjZu3s3d91yCx3t7WPetwfIyIZcnw9TWweUGiBsRs3uRZye0oUMHcXk7cFWfYZSmwnTXXeRnpOPxXgKeu4Ew2yw5mLI38Gi6w9y3RHY5R9/lZo8ID8FUi8DMfd2yOsl2OYn6K9nS1AF73iBV+Lsaw7D9ibBxrV9LEo3cawbWqohbRV0puWSkTcbU24ztbuNJLn6MM7fws8eNHL/J7PoOvgrvMt24Nji4eWaI9x35xyCc/JJSgFa7IgrN2IO+zB27eX6L88l7/On6LkAydH2DJhpN3HTZdeCvRBTnwt5+bW0vPoMfsbWIN4BOPNSSE9OpyypE2tZBlA4IHCnmZDPSV9LHZacFERNI/4eD5ZcA3Wv7+Xk8RA7PJP+ETXTkclJAelgqDXphGHnGSvirHOBcs+OMDc5hMi85KPAo5EmHB3x5ipHI1GRXIWKGoLEhVI/biaA1+vl1htv5MPt2ydlvFAdtKZ1s2xWM1h6wdCLig/tBZLAIAjXpNAbCFK43I318jUY8pZCcjfsKYcrHwDRApYGkJKwTSBMkpV+9Sg3HqzA8llgzrRAvRcWPoo8vplFeYuwJJ9kiyv+l0qgYrhd3QG27w6SVORktqEdbwFkr3CQtu5PkD3FGOZVIba/T2taA7//QR3JJSHe+XUz+6rBQRvBa+ZQ62lncaAMWupYPNNKcmsP5KaCw44hmIandy63mE5x+gJUXGvogLk5Bv54dB9f/9RKeuv8/OrJ10mzQbc3MZEsQVUgmmkHqyNAWrCZW+7LxJLfi3p8SoeAAbwQ8h+io9uNnSKsWcUcOPk+GW//hBe+8wrbvSrSVnOJE624M9FhpNwnhHDFLM4gJjBnwPYuIYRLCFEqpYymaTuj6yZwHuPuTpXonOQG4H7gpgGRqyO+0NGsw/KH558n1WjEIQRZSUmTJpAAvW4QDmh5dR/hPguqImozBE9BwAXSjS8jGV9yJWmVZwi0GQkd24usqYHSWRDOBTLAnoH03ostLZnrclUB8rFijrxuBByzgWVrYM4swg1vkVEUJmg+xM5kdVMWDL05SyDJCdcuFWTVuFnU0ElGNhQdBUvHArxnlmFye5G+AliwHMs1G/EVQXMFbNkH6Z0QboFw5WmumF/CsTONdJw+SGvNQljzcbDlQKgVRDKmWb3cURB/AuVcUgxcZ4DV89IoXb2M1988huhL4a65aSSnCPpG2NcALEUFHOUAS8Mqz/KG7hB5QTOm2esQSZ9EPSRFWlmHegn2tZISqIFwB67yA1Qf+hL3/t0r/GcPvD9F2ohpLjCS/pTj0V6j81RMXuQGBqR4CCFKY9Z/g8HRrw8wBlfrZJOQJSmlfAtUJfUBOSb7Rqmg8+QI6y4p+vr6uHLlSk6fGCkcYnJoAPqCcLK3G8PBb7BoxR3gzADXr8E+DyyFBCorcVqO0Vj2ENnWIFZnBobWTph5BRirgGKQ7WAL4VhRhDPtxLgS2wMoJ28rYJmZSaDoUxh7m3GF+sCzHU+ti3A97ACa6Ld3B3LcBeKQ5NHVeeTbXeQJSFsJhqvLkKWlCOsKKE3DlHoKb9c7dBZaCdX6aHKpNlQWoP0omBt/x9rbP8qqK+eTLLsJH9mCmLES0leD3EbKigVYV7xNblVMqahzTBeQHoaTbivXrLRxotKEmLsAbzeYdz4FDN9xYwbwGSdkOWG/GW66qYRvbO/CtlRwy+UPYvS0gOt9SI2WUW4Fu4nebW7kzKW0vvMmx0+9y/Ef1VHvnfJlODXnm0mquCOlfFwI8VhECEuB8pi8yfWoecJnI9t/K7J9NKq1XUr5rck5m7EzpuhWKWWXlPL5SHkfIYS4RwhxtxBiZpxt35qsk5xuhMNh7ti48WwUarbdfl4EElR5iS27YU2Sj5J5i8GWB/466NwK7u8T9n+Iw/Ab3H4zzv/+O7z12wkEPySYkga9LwNzgVQwZGI2uDFY2sA5tsCRKA7gNsAvoO+0H3myjmCbCadjFr19hVTv7OQ4atIiTPxj3PERgSPDiOODJooCfrKvBsv9YEoWmIJmAuZsAqd2k5GZyvFyO4vWzOXyWerYmRbYD+xuha0nQ+R5j/DKL98kxZlMX7iOQFoOhD2QnEno4HE6+pR791wiGFziIBnIFdB8opm0fYdYdc1KhN/FnNWFrJqfy5xh8m+MwKN2eOD/lXLl4w+zcpng0OE6Prt6HWfOlOBvqYfGVEgpBWOkLIA3QKC+gZr6Wmp++w/UugPktn/AO51aIDUxTF4KiBouUj0n8u9TMeueklJuiLP92ddEP85EGHdAX8THWwkghFghhFiFyj/ZI6W85BrO7duyhXvuvZfWrjHPC08q3UCOASqPN+DoeJ3QwcMYi3ug+QBhtyC04pdUv+akvredOQsLSL3hL7CGswmefJVQuAPjMiuYmiCYDmYQc4rpndtG0ruJCaUZlbrQAGyMLOu1gLddED7VQOqSfKTnTVLme6j5zxpCqMCeKtQT25Cb9cuSJKeJ1Z9MwrEpB9pbweIHZzrBgAmz7xgUzaC328fs1CxsmaXsCx0m0wDH/apYAagSeL95rZzsrmpq7ZXMuPojsATobYDWFzEaMiicDx2vT+jyj0opKpLXg3o4CABhCUvNAVpz2lhVVIm/dS7V+09xpquHzHwTp8uH1r5ZkwL3/+1NOD7/AMl9DtIqfbQ2vs2333iH0txCso8HMH7VAsEznJ3xNbUQtltIy83Ga70aqtv4/37m5vS5/cia6Yp+cgImqcB5JAdyP6i6rUKIB4Cnx1tQdrrxjzdcxTvvbKf1Qp8IKkTjdTfcKkK4jxpJsS8hfOZ/6PtFCMtSoKWaOllHeslcDHNMmDqPEcpfCouuJNz6IUYOQnAekAxJf4LFn4Ev+GlSCSUkkgFUoM4twDXzoMMNbg/0LE3BcHI/1hMn8M/P5dgHu8n0QB2qaEAqQx2LBlQ3kMsW+8hOk5jbvDCrADxtkNyE2dkHpiL8gQ6SM3pJCXppP32I1cuhuRHSvP1Vs3qB3RVh0vBTc/okxpJlFFbtgMICzDYTODpp+UDZ0acm/FcYHhNKm0+iCiO0Rf7/qAX+eLCDN48/w+cuX8AHZ9o4cqKJe2xACpzo6XcDZwBPfGwmmQ98GmG7HGFLpWDGATo8VawsOMPa9R/FsWMvnHkXSu5GPe4LAgYLodPvYmn34+zr4bXD+6gL6Ag7TRwmucD5dGZSKnEJIVKFEJ+NpIk8y7n3Wk0pTgfElOoL5gROnILtW04RnGWm90Abba/DS0/Ad/8ekpNCHK1u4OhOE16Pi2DDVtynasBwGLrcEOwDkwVIBfP1LLlxPXcnWB9NADeZ4a83wspVZq692c61drAbl3AkeSXBlFRa9rUSanNTe1IJRYD4M2+lQOFcWLMczA9boGAh9OZDyQZgFnh9BL1BLIYMTh1txVmQxoKNG0laYGRDoQE/6rc+UAQ8wC8/DGJe7KerpRbMHjDOhozF5F82chL9RMlHRaHebISPoITbiZqzfRroMhmZO2MR//VWO75Gwc1XpZK60MoXPreIv7gui7udRm65Po9fPfPvlP3lTzEU3A7mmSBSmXXHJ1l/34M8dNXlBP7wDrm3PAihZGj5AMJeCFXhPXaG0+F87Fmp2Ht/Qsfp8nG50TWXAJPsbj0fCCFmxpv6G7h+PONOSCQjVuObKDfrI0Qqr0dKBF0SViRAVn7BlHoqOA68eRg6q1r55sf/hpf+B74ehL8Owa/a4Sv/Atue7SHjhgcgeSnhzmSCHX7kuz6wu1WD3nAYEGDLxb70GuYuTOzYpcBlTkgrslL4ESN5hb3kF0CH3M2SOWa6/G7aMnM40daHAD5k+Jyi24ArO8F2BgzJV0DJCrAUQzATZDG4GzAJFy31u+npaiF11mqqtu8gKxsOZIZJQrlZBxIEXuwN8c0/f5qT21+H6lPg82DqCeDogfmWcVzwBClEuaALcmCtQRV770QFLc3rgWtKQ/grj7N2w1r2ujpYkD2PkLMIU9kncd7yae74jye48yN/idOST3LBTDBbAQEmMyRnEQx24CKF4iuvpa6hgdCKu8BdCKEA9B3HnO2h7PDvSE7dRTjgpvbgSI3QNJc806TpcsRAC6H6IlREun38vziblgkhfiSEGJOzaMwiKYS4QQjxw0hnjydQFddnSynXSCl/PJ5kzemOzekctkHxhSAMmF3QugvKa+CgR/nCm1Hl3/xhENYw7rZD2Awv09mRgf/Qh4SzzARq0wkHalW9UwCDQNpm8lz96MctAK4D5t1uw3DtEkxFZVBixGMx4asxUvfqewTz0mlv2UpOkuoZmYqqDTuXwTVirwRsJijYCKY7gPQZEGiGtL3gexc8WyH3NHSfIDPPy5IFJZx87Xnu/sLDZC42k7PIjFcM/6C7pxFC5R/Ce2+DNYSwZmB0OHCco4prqahI1mQTzM8TVIdV/8w2lHBv7Yakl6G5vYXl1Yf5p8fupTspnY2fvJEZlxtYuKKMXbuOYE1KoWzZIsz2wUVMzDYLlmW3E7I5aA13k3roTXBZYMYKkGEwObB66jAm5WNZsA5jluXsfK1GM4TJTQE5Zwgh7gG+iioaMBtVcu4RVLePNwZuGwkmfZZzVJZuOSpXJdre5Blg1Uj1WIUQd18q1mRRQcGUm9fZAmz1KistwGCxOAxkNoBPGDhSdRemyl2klOQhlwPpPoRYwsAujyLtEFeuyWXrG80jHrMUKLBC5nWzMC2+CyFOYypupTOphZL5V5Cy6k5OvvEOc2etYu9rr3Ic1QFEoITdQn9w0GXAPdeBeSmIFWkgu6BtDlTUwqolEN4HtQHIK8Lm/hXGpKtZ9mABAa+ZrEoj91u8NKXCjmEe2U4F4PT7VVx3hYBaL8Gj7yBzb2ZrYPLTe62ofMbVwOxcMJkdzLb0YEiGzE7VqyTNA78Fls+zczo3TNbOl5nlk+QUf5H6quOsvvlBHJbZBJLtJOd3gnnx4IMIKz1n9tFdH6DUkUXaV/8ewt0QskDQBcZliJIUkvKaCBjrCZgs1E76J9VcNEyfOclNKC0a+EuvRLVx3BSZArxBStkTWTfmWhmJWpL7UPfA+6SUGZEeXSMJ5CyGb5J50SGlvKBtlobDhyr3Fu+7fkRA+dtv8Pwvv0to8Vosi9MJiauQDS6EuxsM0ZCXIGbHrVy+ppTbZozed3GRAFOWDYquQdpXE8q+AsOqfGwnqgi2N+E5c5y0PA+nbOJskcYs1Fxh1HNTAvSUQNHlpciCDLDMgWA2eK0EsruhZTPI0xCqgsMvEWrOxWxJB/MCzI4CTORR1yLoMowclBKoA3/HLvC/h7xiNpbZTizn6A/5UeA6E2T5wesFkwnMnUpAPcBpVFGAvU1uDu36kJcOdVOVuQhDuhNL/hpO/PqX5M0oY+miRWCJU3LeAGHDfC67agNLb78Jg7MH84wU6JUgMsHkAIsN7EvB9FEM5nmD+nNqNEOYHnOSlcN5LyOpJg8APxnQEcQ11gMkGt26D2U9OmMaVkadU7H3ojIY1P7vouYjn/gE//pP/5Tw9kYu/HdrRhm0lKSzdvX1eAMCYVwKdgeiYCVYgmCMzuaZgXxSll3LqhPHMLR38b5buQ5jWQ0szgBj4Q2IkJVQSgGpZ1rp2dbI+51t5O/5F8Izk3HvstJSIelDuSGT6O9/OA/4nAPWPwhJ99+DWRwDp4BTXgJuD/43zZB7HPNSge/gixhWPoQhpxCCBeCtgNSjiPRc5rrK2T5KQ5ygEcxtR2DtbZhanIjyfyDDApWT3G34LuAqwJkJphlJJJeZCQTBd0z10XShOqD4gaww3HTjHFLMNq75k0001nWSP2M59s4ejKkOjKak+A2UzQZylq3EU9ON0Z6COT1NjVw8GzCA0QQsBCOYaadiXxdlFjhyAcrwaaYBk1SW7jxQPtLKSGm7ByJzkd8czwESFcktUsox+aGEEBe62ft5o72xMeFtC1EW3oWeD+quNnDbv32cro5MPO0dhHNKsYR9EDaAOZNBKe+mmcxNDeEqXk+9fI6PAr+MM+ZsG7TMgJkpxeAsxiSK8JcsZ8aCHbx6KhmTCIDHxe7fB3CiHhQKUZVj/MBSEzQH4frPp5O5yIwpyw3pn4a2J/Ec30rvzkIaDh8krwdMRZLa3m5mL23FWmHGuNIHPgOIPExZNjwhuN0E34sRvFIiFZSB7hC4ctPJMaxBZPtIWryA+y0H2DvJIZ9FQK4DkgLgr+/DsiKZl2rV/HAH/c2V64GSAPziN6e5emkGBcu7MefOwpmZScv82RSlpI7gsZDI3i7s2akYQg4Q88HUBYHdYJoT2SbyNzU5yV0xC1vafqZE3pJmanKhn+QTo0IIsVxKeSBiLZZKKQ/EbiSlfFQI8bnxHCAh55KU8qtjHXg8+0xXckpKEmon5UDlMU6F+cvPFISpOFWNzEnDXlJEt8eHOPAWRvwMeXYygaXoerY1NDJfQE8cP50R2OaFuXOBpGrV6FmEEHk3ISxW2k+62FHj4V8/CPCSS0V7zQF8Qs1LNgKhWbB4haD0s/9E+v3fRWT/OZgOEbSV0/lhL798fz+HKr28cxwOvw6BY2BNbcZtNxM4VYNss0HXQmgpxPPgw6z/XAH5A84vB5WbFP10iy8Du2MGhJ1gS0Hkt2Apmvi1FagSe1HMoKJzQhD0Qc9Lbcz2qoelPpRLPBr/UNEBwWYotM2jxdWHPSUZ0dlJXkYeZgSYh3uutWBxZGEJNmBMLgaTAUgG8wYQFgY99AgTyR/5Amkm3RdSMwzTJAUkYryVCSH+CngbGLbSm5TyxyiH1Zi++FNxKu28EK0lGJnc3TT6HsPjC47unzOiLvZqlDjcFMdjNl7Gc6tr8YOhpZYMexaeA7twulswbfw4BmvV0BGFCVNeL/d97HpaS+AN91AXRBhVOceYDdgqwOwAMsGUhndGCoUb7WytVBb0u6g5ODdQbFTLspJg42fz+au/vhNM88FwFZhnAXdi2iZprW8hXBbg4BwrfwzBvwNN7eB+aR8G30zCxekEiwohZQGBBY9gX7SWTMcS1qeoXMSVwMY0FUBzKypI6L/fA2kpAcMC4EbMK7ewbo6Jsf5poj+ijwBrTbA83abcyGaYISAb8AWh1wtWE5T3wc8CQ70JASBbQpoPsjwHKJSNlM7xESSMxZEKZvPQv81ATCZIux2MYfq7UAqG/sxN4FjGzY/dPsZPqrmkmCYpIFLK56SU3wZulFKO6MGM1IwdU8beJSmSkS7XFQM6X5fFVKEfE8HQ6I9TIdQtKxo1fd0kPYGZgEXj2K8gI5mli+8kr6qcjLISshYFEKEQGON9xwSmlGyKqg4xJ8PKbRaGCIlEBaCoD9oNuMHYibvrNCeO9vLsS70cRnn3eiPbtwJngnB5KnxiI9TVeWgvN2C0JYEoRE2gLSaQnUXmPZn89JU+frfVy0vA+8DbEr7zCzfh/J00te9B1lTgO7wdv9dG0pw7sRUt5bqrYJmAMgssmwcPXQcPXAnfKIYvpoHtrs+AORuwg7WUki/fR24C128myjMQrbFQDBgL4Nqb1nHX1YsICjAGoNAK2wC/FQirblUvu+DgMOM2BSFNQsfleQSz8jEE8rBnOjGaE/ABC8D/IQT8kTdOhv6lACRm0lgoi6dU6pJmCjFNUkAGkmj64VjTFCdUlk4IcYOU8u2JjHGB2CSlHNh6ZTOqFcuzw2w/IpmZiU2/holYT8nwtGfiATyR+y4m1C1xLG7cRm8Il0GSmVrPfFcl2B8E20yGpt8rzJ75hPpCyJQgs+xg9zOkjVM9YMkAqnOUWdmyG1NriOuunMEHW49zslMJafR3VQysT4bTYXir1cJnFsyjdO29GFJmgEmgrlAYFv0rbU/dwWogmlMUBrYDG+rh6Pb95C3qwuVzkLb4NvwtZzj6xjv0hbtY+ye5XOvrwl7gxfUA2N9Jo0SaSZrdTvIdJZjNGfQLiRVj8hoezniOb3QMH9GSirJEF6MKN4SBh/Phis8+iCGpBLKz+LPilfT2dPLzXzyLHZWr6gD2Nqjzbhnu74KyMJfmWHG1hhDYMIX9qnn2qI+0ZrCshLNxq8PZxAIMktQ1i8gFakYbVnPpMX1SQICz1XSi7bWemcz64RO1JDeMvsnUQgixMs7iDgb3LxsTwQTcrQA3pcONpZDtU+6/iRZ3CaDct2cYm0AmAbO7vRQd3ULqrCTMt/w5ptQ4c5EDSU7Fv+oGihdnYkyKX0bOAzS+BQF7PfT8OzjnYPLv59B7J+nuVlGcAx88G4BDHigOwLI1S0kzZGBYsBpsufS7FQ2Em+zMu+NKOmL0uwZV+/WVnx+l/tsvU7n7exx59RlsdjOZ69aRvnIDtkX/iPl6E0m3FpIv55L2hYfJf/h2nP/4UczrvwWWNYPGtM27j889vGpYf0wO6rPPQInkKpQLtzBsxWksJLljP5luN5WtHXQHBHesLqYGZfl+iEqhGSkcz4CqwHPwAw8rbvkofR1tYEkGg3OEvaJIMFjAbGBkJ7wEo8Du7yN/Et3+mouMaTAnCRCZj6xAVXx7CugUQlw/WeOPKJJCiDeFEKFImZ/YVwfw2Ej7T1Ey4GyKXhQXgBDCOZ4Bc3JyEtquzwdXFkBpIWRZJqDKEaJpE4m4BwfiBebMAOfMXRhmzsOc4kaYVzC85QEEK0iydVPY0EF+owpMEQy+FW8Ddh+D5m9/AK5DyL7nKN97AHdjGF+c54ggkcCVHOjp8VD0xa+CMz0y9xYVbCOGkgA19UfoijFde1C9KDtq4OD7UGyYx5K7P0WgvJeeliZyewXhFguOj38FFm3AvHo95sLPwryPQ+HfQ8qVYI4pSpuUS1/SAlZlxxeZFpQw5gGZM5WgzQCWlZmxtJ3GvuFaKtwHmBkIknb8dbobWrABLwNvAn/DyIlaYdTDw7bjvZz44FUMGcWEE54lFWCM+hTi9lQZcBQ/4dKrEFNgTkkzBYmmgEzxOUkhxI2oXMhVUkoDar7xZuBbA3IjJ8SIIimlvAl4VEqZGeeVgSoHNN1wxlkWFc2M2BWRwJ49Qog9ra3x4+V9Pt+oBy0WsNYGPadg8UKYmaduhhPFTX+ni0QpAE41QSjvKoyOeSBTQY4c/iNN2bDlMI7eIC76i3MPJAD8XwtUVENf+WsE3/pvypp3c/QgHI1jelpRLbL2t0OWzURvnx1zMLZxUwB/m4sdx5Pj2kaNQEUNbGkDb+MOKk4dRcxJI39GHidCJpxz52BNKcZcmgfZd4LJDpaFyjITWQx5MBCSgr+9n+tvWhz3eJnAQuDKZOhqVlZkpgCP0cTO7mZMHfVwxEa33UrflTeTnJtDK8p670BFtI5GL+DwtONqb6Kvs32M7h535CgjPeKHgHo62uqxxfeuY2fing7NNGd6WJKbUAE7++Fsz+MtwP2RdRMmkd/fSFWQt0zGSZxnXAwVw+j7WAsz2hB0tZRydXZ2dtwBTabRp3Z7JTjmQVuyg+O7wDNTWXQTwYC6oUbLqiY6wdwEzL21GOsNnwNRDCYnGEb6KgQReHEsaECchJMm9dvoZKibtwoIHQHxXADPz1v59b/Ak51QEccf7ELNvzmDYCyeg9XsBfuSwRuFJd3tZoQ3GPd6RS0vN3DwWC/1R0/R3uMkJRQg2b+TgLkE7AvBdgtQDNIDtIOxkMGJGlHMGE1XsjAnP251oSuAz1jhsnT4wlx1/oUOSAmlkerP4sy7LRiumkW+1cjCeQ6sdbVkowSnJ854w/FqFSwr7SI1PRyxrBPBx+BwouH+phYgE2OggaPD5C4tRRXC1FyiTJMUEKAzXiBOpN/xpOQ4jSqSkaKww60btjTdFKaDoUaQE0BK6RrPgL29o0ceCqCvN4Ucs5suAwSPTNxTkYMSmhSUVZZooRgBnNzTiiQEZj8IIyO6WsN+aPgjhp27kH6oCg6/dRPwfBdse1byg1fVPNwohW9Ini1YsmAJllCQoVIvaGxykdUV5uQw+1ejSkJt/RB27z9BXnI7yTPyWX39I1htfmRHtJZPMYgFYF4Aw8Z1CgwWG9d9cRPrYx6lkoBbCqEsHUq9QA/cnQSFSVDXayClqBOTlLh7eylbupimN/cxw+4gA7gcWDbKdRhIQQYkFV6BwZwOMtEQQqsqBuFvAG/5CPsFIZhE+b/+auhTIarfZZDBBec1lxjTJ7rVda4PcMmlgEgp9zH0wmYwAau4MYGKO0uA6yt6WGo1cmUQzmRPPKqwmv7uEmNxuQrgpNmAIWkB6qPHs6iiBCD4LgG20r0XTleO/NvwoqI3X2yFPwJ7GdnCNQKdzRJ/6ymsBYtBxnwlQ5Ke915l527XiA+tEjjRBmvmt+BvFNCwi0D1bgItXvw97siRusAUZNSvvTBD9lLW3Th4vvJaIDcZkj4J4cvBGoSUTPipF9qSfdTXmym49R72HzhFR90BQvNLeTfgYWaKepBJgbPFDUbCCCSnQljUYzYmxy9DNwQf4IFgNTLkhs4PwT1cDK0E+Rr15hNDrmkKEC4Et0NF7mouUabJnCQjxyy64i0UQtwwlgOMq1XWWPeZgjwVkxe5AXhyvIMlJQ0zsRMhBWX1FRWAs0CStsTKddmT4wuIWo9jiW4NAB9flIwp/CrDfwUCQA24O6C2HSqb6GqFnVK5Ny1AMvHl9STwOnAMFXk70sNmCDB4oKykkFBtDYjBkhoG0ouzqEsauaZRCJiZBKdqvby+9Y90iHrMC6/CaxeY7TOg7QUIeCEYot8dOTxmez63bSwlOvNvAiwCCm8BMUudZqhLBWOVWOD9nl4WrAzT0Xacxi4DNQErJlnIozenE+6FWUa4RcA1ox5Z/S1va4GM5JEq7AwkAPRBWyWhVgO9FV20HfOM4KY1EmpOoqpx6ERxqhmSjGBImQqeNM0FZXq4W50jrBvutvjIMMvjMh5LctqlfcQSyZEsjVTceQwoj1RiGBed7aN3X/nSXHA4wWEOk1buY257YkEco5FIObx4VB/vQYgZw28QDkEgiaDBRiDFCcnLCSyGp6XqSxlGpXwMN6/awNlKbKNys4Dk9kPYcoqHrJP0McdRzfYE2qTu6gPfvjdZeaWT7hYDos9Fc2cAf2oagYyrAT8YEpzfM5lwLihhpg2KDFCaCw89vAjZVUTVXujNhhYb7G4FuwGcDhfHtgbwB5rIswXo62rmTFMrvzsWCeyxgF8mdj1sQEExYJ3F6IIeuQ/4JYGWbsJ2P+GDh+naV4G7qw3CLoY+pgQJp3n4bZxoA3MAZtjhlmT1t9WF6y5Rps+c5CPDZF+0A0/GWR4CxlQ4ZjzFBC6K342U8luTNVZ9w8hxqncD864F09UGqA4TOAJHW8fmzp/sziHtKV5CLXsxltyAelYacDOWAejuwdNeicnpw1PdiWPrbgzHIKkYcmqUi9fA2CNr45ERBOuc9WBNJfbrFaaXGn+AQhs0jhLp1AyEXAaqOrZzxYoCmuqN2OpKkZkOpNsEKWVgSPQrb0TmPMLnb3XxX2/tJb14LlZ7IQZ7Blm9IXo8jZyyq0KRj7XBH9uh+KNhDr38Nlfe/TlERQWbj54i3NxBWxAWWVRQ076Yo8RL1CizwJK5FkypIzWzkqjHEAmBIMHm3xFobiWQ8hDts2bgNqeS0t6JqduNbeaSGKtS4Nn5Mjfnw8mYgG030J0CjXVQbIMOb6SSkubS48K7UhOhAniCOEGXw5AJ/NVYDjAekZwK9bmnFIUFBXGXLwKMNli8GMRCK6aChQTFfnyZ8FTV0O2TGFrFJkoI5eKcrM5Gm6vgvvoG7PkdYM5hsEhCwNNOt9lJetBAcuWvOJKVwe5W6M5IpzS7kzIjbGuFMxNUbgdQbQFDQQtxv459ftyuJtoTCAV2Ac9+6OPoz9/F13Ur195+C93hLjjzOzq615J5pRGzI3fEGKWBiOzLsc6fh3dfA+aAifqjDZjLzJRlp9N5uJGDPSq45VQY5jgg392MvPNysrqb2dzUhLl9O53tyiKr7oU/MDRUvAAVnRz9UUXKktOyYDnzLHMYSgDCHhBJEOxVn8VkRoYaObnPyNGt3+NMc4j777ydrsZykpcX4uk+QXLmMs46jrzdeEMhXj80dPQ2INwLXgN0ey+SJ2LN2Jk+FXeejRQuTxghxJjaOE6oLJ1GsW/PnrjLHQIWZkBGB4jCZYjsI5h6BY5aGff7N5xARtPDrfS3VZpo+oitDppeP0npahtDVCMElacOU9kuufKq2Zz2rcRu82K8r4Pan20nORkqrFAXUudiY/zWhhUQAkj9kzji1QctNfRYNlA1xAaLjzsAy5ONXL1xNbUHjhM6Vs7hzk5mLK0l02QHkegznhGRZKDT6CLNmU5pYS6dfZLWBjdLqsHrgSsM8Avg50CGG/YfamT9Asn2Uy+QklNM+34/p3zq75qOivyNpQNVDMKOclGXAtmzwSTTUO2oBxIE1x6wtIDRDF1vQNpyMBQRqjxIRrGXd37aSnFuiDe2mFnid+EOXUGB3U7yFfPBlAQEoO8Up17fMeyj9+GjqprQNai2CppLlGkgkuejQ5UWyUkgKIfeeIuANAvcXArJV87BMHsdJPUQePc4lWL42p3xSEIF/zhQEa2T8Uc71g2Ne9ooJYmh9oJk1pzZzJxtprOnnIPHz+DvaOZ05UnmZIDPD5YumGkAtxXq+lQFmqgIpKDE0zXC8ZNRwpppAzlXYDAFGKKSgQCYGvjF9/8TE4m5p3stIIJG6vfVY0hfjXFFEba2MOFeGxhWj1o0oR8D0t/Jjdd+hLA4haWzgSVzV+E49S6hjR/nlb/9S3a5W+lDzS0XAzLHx3uH3maOuw1zcxXtbtUzMoSK9I2XKORFXbtG1ANQLtBldjA7Q8TJXZVIbwaBLW9gXr0fkXYrGC6H7v/B2HOa7/3Miy8QQGYsx9i9l7f3d3Jdjp++Fdk4e2ZjdSwCwgQ6fkBgdyVO4vc1bUGV0bMzeZ4LzTQjmgKi0SI5Gbz/9tDn7UUm+NxycC7PJyyc4OyB3mthXTWmbb3Ma048BaQXlWPXhLLashl/wE4UN7BmUQOEGxmSNh7swNfUQK8jjyM7zrD61o/w9ptPY61fSLZtL/ZGN0dRItjdp5JImlA3+D7gBtQN9gwqTzIeKWkw3w7zimDjn1+jGgUPoYI33txOXaU34d+rzQ8r2twEUhZh8vYwe34p5s4zyFA6oeozmEtdYJ7N6F99CZZ5FK3M5eNljXS8/CLOW+/EN9dD7fZ3sbV0UtPbH11cD/iqIS+pjS2udOad6eQD1LSOmcGW/8Bi9GGUkJYAFhOUB2G9xUzqvV8YGrMT8OJp+gkNzV5m9ezCnJIMwVZCwWQO73RxpqGRXq+ROTN62VqZTFpGA2/+x2lWfmoVSV3JzF0nMRz6Fu7jr+E/PbL1L4WKdM30Q+Xol11zsRFNAZlGRIqcP4EqjR11qVagQgF+JKV8Zzzjjie6VU9TxJDiGHyDz0C1QnzDD/7cmVgzypDVq6BoLaKgmPnz8xlYnXS0yq8m+ltRpTJxVysoMeswBImbVG9MRmTPp2fvIZbkzKWu4gwbbpzP/FTY19lLhVWJwiyUldQR+QyXJcHKFHA4QNjVTX8WQ8sbJQNNXVBgy+TOj1zOgtYehCnWtRigt1JweUoh+xKtkoCytF/8QFJ/4Gu0vPxLgnt/Sor/NBmzcwil5UI4l8Sm1QVmwOhzY8+2MevhPyE1JUDm1Y+ycMNKrvr0gkH3kDagohuOfQh1FZ28Qv89Jirw0R+blcHXJIAqet4UhDLgz564hrC1l8EqGSDQsZ9DuzL44e/exPtbqcoYNewg8MxLbH2xg5OH4Ex9CJs9iLe+mVmO5eRf5yBnVzdnjtVAy6/pfnUzHT8J0dCjatDGYyGw0QhXWVQ7M80lyvSIbgVACPEMSgzTUUXOH428nkJp1nNCiDfGU891PCI5UhODS5KdO3YMeu8FStasxhkwUivz6SEHWZwKSXNg7m1Y53bQQ78VksgDWw+wFtWBYqIPeKnA2hzguj8BQ17M2hAhYaLqyHGaGndS6bBhkC7+77cHeflgG2uWZXDnIvXbOBPZI8mgBLzWC6d7IJAE5QZYOhNm5AwNO+sVgvvuuZnG1k6OvHyC3vkbVU3VgUgwWNr5zc//ZswuvwagrcVAm7kd44zL8R0M0NTTQvv3/wd/U10cjRzGTjW0Ys4sxGzJBmc+RmcpZumHskya36sm1vb1A4UCbOH4f6MklFs22jItFgtQbIVtv2nG6DEw6OcZgMBPfsTf/ui3nGw+xaF3Wwi4DhLwhPFlf4FgZqZKM/HA937eTbrFT299E/UdRj5Y4CF9Zj17/uN19m7zsecUvOuF4cpltQEngnDAPTlpSpppyPRJAUEIsQeVxpchpbxJSvltKeWPI69vSynvj9Qafwv4/VjHH7O7dayRRJcCs2bN4syJE2ff55vg1PsH+a9/vJ6sOz+OMFyBARd4D4K5h7DFzlJ8bI1sn4yKSx6u7FoQ9WQiUALXwMRSQvqAf1qWjCX1BjDFKkaYcAiKF81FmG6gO7CPzMwCUvtOUrBmPu5Xy/m3yIRqNBV9blg1EW4RcM9yKMxJIrdTYAv0st4MB1r65ydNgNUssXtrsaZLZqU4yElPi0TvDPzQPXQfquUPbwZHfSgoon9OLwfId8CKeTeRX/op2p75LzJS8yh/53UW1QQwdrXFVLAZwZFrzIkYcxG7z2wEUybWji7W3LcA39ZdQ3bZP4KR6qNfPONlP2YB6WmQ3VGHKLotZm2Y+qRuHrgig0VJGex9oYPSfU4sVV5+6t/FT071cG2p4ESXmRuW2fnjThdVwWZ8tVZWWDNoD7ewUHThaIeQEVpCw39/WlAt2E6hMrW1NXmJMg3crUKIrwBPSym/Pdq2UspvCSGkEOIrUsrvJHqMSS9LJ4T43GS1KJkuvPDqq7il5H9/+Uvy8/PJWJzHPXcvxe9cwYlDYbxtnfTVtRC23YhsLsRXuprOjP72xhmoHLqRKESJQCfK4pjIA5wE/rcpHcfMzMHiJAPgcUM4SFP5UWwlM8hLLaVp848onDGLuvomajNtpDL4i3Mc5UJcaoRgJ+QkCz52yzUsyLdyugeuGdBOYgZQkAxHKiTZRggvLYBl9zHUvLPwh//+wrDWDqhApk8sh+IcePRTSfzr32SxMQ+W3ZACZ9qxpxrIXjaDntl9ZPsLsC3pxFhSN+BYAaT/OPjLITycWA6UMwOIZMi9E1dO6qg1aQfshQnlSu0dsGzI5zGCNEJn4TWYY9zgQXqprAhyuK+H3xxN4w+N8PVXg7xUfANVFRVc7+vhdIMkrdHPWx+6WFZSxJmqIGFLLwfeOU2WM4cZYT+NEl72qznQkSz091APQVogL1GmjyW5IRGBjBLZds2oGw5gQiIphEiNTJYOPIkfAw9cJOXrxsQDDz3E6YYG3tnfyMPf24595m2k7TmBzd1Ckr2doLcXsr5AcpuJbld/yocBKDONPtnbgNpnIhGHDuDPr8jjY4/fgCllPv0RpRKCvQRkEFdDLdmL1hAMWPCcfoeZN90Ona20NtUQMvUM6WYRPZ96KxTaoTFsxD67EFtRDhmXW9gx4ISNRuj2Qdvx42zY8BA++wwM3v0M/fQBUhbnDVu0fRbwiXngSZvHopvuJ8d5L355I1lrnfT5zWRdvQFTmgcWzCHFNo+SWZVYrkiH1Ks4GzojfQR8afg89RA6zNBfvJm4P5HQaSy/ep/mkS70AML0ewO6I9crnhvzTAjW3+lk3S2Z4B6cMBIKttGz7Do8Z1qxZ5qYe+vN3PLow9iNHhoa95O0Jg3RDYcAiwEKbZ18ZnUS12U6uHY2PLP5OK+6BKWZ8LBNWdwjzcx6GFsEtuYiY/qI5HjiyhJ9vgUmEN0a6Qb9BCCFEC5UgfDfSSlfkFL+WAhx93jHvigwWihYeS2svFa9b21EBjx0udtp3vs2BemQ2a6syVUb4djryhoLMdQBaEfdZJMZ4183DguLrRw51smXFzkxOJwD1ghk2xHobseQuoDjL36O5u5sAnVtnGx4lRZPKsU54D4QQjL0BhsCCnrBmQPJ/lnUdNXiFckYg1YedPj5qVvdeE+FIKkXbkwBC5tZveQmgu0lmJ0xAwYOk+ofPmJnmRPSrk3jhtmrSC5Ygbe3h7KVN9PXcy+2k3vpdQXJPNKFKWzEN/8O+so7SV5xW6TAeRgI4fN0sePv7sF03TLWLLwW68x5qlaqGK5DSBQzoXk+LH8cWxCVoL/jt5nBXVsE0A58b4uH/370bnAMmCsOBzC4q5l/YD//3eCltcHF2oVhfG43x5uqSC5Lp7OrDV+kGsXxNvB7PaQEoCagAnFKV7aR1GqmQsCxZHUs72REgGkuTiY5BSRS/rOCyNyFlPKpMez7pJRyuHqr47klusay8UQsybJIJ+gMVGfoTuB/hRAhIcRuxlhE9qInOx+RORvnjPnMe9LLqr/7Lh6UVVHggHaLsvLiNbrtRVkgrgmeggCud2bwF5/8KPaC6yItsvoJZ12GLLmB9rZ2PEX3YZ2xljNWG5a0YhxnKune38KWYcrUBoG7zNDYCbPWFhM2LKIm2Iyhxs/z7v4IXSPKGraum0GlbQU1TWmYTn/IkEdScw5u5g37WXqLDcxb8Dm2HWymq/sMKzc8hOgL4kjJoOjKGylMTcYcOEXoyrnY2l/Ga2mErp9AoFNVrPG68W3+OuZ5dfif/Rmu3zyO7+AzEByupMMAjHlUH3AMCdwZjQAqACsJJa4DpViirtG9VxeS4WuD8ABb0wCkpFNe4KS93UVrrxmDMZV333mHrqNvcd/6GbiNK0jp67+vSS90+ECGYV0Y1hZKaix+qiNVkpYUMcLV1WiYtC4gQogngAop5bMRcSyLaTAx2r5jqpCTAGOqGjcRkdwM/Z2gpZSPRiKI1qDCbu+fwNgXPZ/48y/TJiUVUvLFX/Qyb8Xl9AFzUTfR2D9MDxNP/bgaOGpMJ7OrFWNTaPBRpJ/OytP0NFcQbunAbGyl5Y0fMffM25RmHqF5hpu3O4aPdRTAH3ywMs2Jo7aWqzY8xC33XMNaq4/1JiUA0WCjy1OgydNFU0UVDc++i3dmO0MfW5Nw2AR5mSlDjmUHurusnDp0hMvWlhGwL+bdF35MwdJleM3p1HU24S2+isDSuyE8FwrvJ//erxBiBXCIQOPTBE7+GmHazS9+1cxvX5Oc/PcmXE9/i4Bnb5xzGYz0vo7f7I2biD8afai/ZRpD7y8GIGR10ni6lfDAL0AIeP81nn7rIM7SDFxhD8Wr7azNSyapzcLz3z3F4gXLODpwsKC65p2o+e63Xwf7SjOZ663c+MUC8mb2N+vWaIYwue7WTTENJDaTgBGVYPk4Z0JnMIF9EhJJIcQ3hBB3xQTkxKa/AapfYyT0dki3aE18kpKS+NXOnTRLyVYp+f1zz5FhjQ3cSLyp8nCcAnLNPcy8YRWGJbcMWhcIhkibUQztLsqPHKB+/zMc3lPO117oYvc7Lna+NfLYElhqAU+Fi7TgTAx1ldRv66QpHQ4GVVpB9PdU4YVlJUsRGR5y774KiykNwjEuznAaq+65gXkpcFnMsZzA36/2k+E1kJS1iuuvWc9H/vQBWo4dY8f//Se2tMW0vPBbSG4gFKymYf8Owrs2Y9z/Y+SJv8O35xW8nldx//oQnwzBUjfs6IaOX5yAun+AwMhF9mQonzOt45+MESixjB0hAKR1H6VgYQ7hgTMhhiC90k/93kMcOdBMQV+Aba+cwmJJZ+GiPJKXzuHYkUM4k02DxkpG9THtApaGoPRIgKA/RMHlebS44cpxfwLNJcEkiKQQYmWcxR3A+gTOYD0RY2wEhu0CMkJ3kE0JHPssic5JPh75VwohKlDzj5uFED+UUn5+LAfUjM51d99NVWTCKBAI8NGbbmLru+9OeNx0B9x9x3KMNz8EItax68fv93OytY2moz+hvLyS9w4pl+DTu9Uc1mhU+mFtMdiOHSfc7mL+qiIMh01YYuS9LwC//s375C+0Y2vew6LlCymc4QPDgHMSJqwOB7NKe6msGnwcD2DKtXPLilUULm7AkOXHf6KcnkAOd/7VQ9Rs3UZhZhhOgSHDQKCuhuC8EqzvNtD1jJ/Gxa9w8L0SOs/AL/Yqi64aSHFD7ht7yLD/O5T+47Cf09BXwu2XL+c/9+6PW491NKJzurGWpAT+9bkAV3/JSNJAj1A4iNx2hnBPHyGgS1opuvxeDr/yJlc9tJrVR5qpMnnZJwdfZytwuQFSC2D9TGjNMeO82sTRHVVsBJ4fWPpHoxnI5FXciU7DD8QFIIRwSild8XYSQqwHnkFlI43EeLqAPJbgtkDiIvmslPL+yFPBjaieko8ACCE2odyrbwJvSSmHdnLVjBuz2cxr7/RXU2pra2PNokW0tow99nDO4kWkzMpF2ASxdVLN4V56685Q03SUPSey2b+1khPxhxmWo0BRDdiXu/Fu30/7jGzeqgsOieQ0A21hWFqSz9FmF2lZOSAbUVVfI5istNakcOufPsiL/Jakt0MEURaSAzj1QR+FnzZgKH4QGl2InDXMLyiivaqSooJd2FoFnoY9eOtnE8pbTMvOZ8j3r+PtrW9z9JUASVnlnKhSuanR4Nv3HLD4eS9r7zBiJk4tWVBnYDJjqj1KmRWaxpFtb0Hdf6L1awcivGB66xuYVxagqmuZIOyjcsFiTFLtt3D1Qub6n6ZvSSYNfTksvAocMov7j+7kfyvUmB2oDiM5YbgpBMVXlTHnY6mc3HmUGV2dHA2CTwukZiQmJ3LVGWdZVNAyGD7UwimldInY/OmhnPMuIInOST4OZ12p345UNTCgKlv9NSoF7DmgUwhxWgjxw0sxBeR8kJWVRWVzM24pcUvJC6+9ltB+ucBGW5iKHT2EGJrGGjRkYciZyZVLF1N+6Ah14zg3P9BUDwZnC8aNklx7DTd2qNSVgXSi8j6rjtQgDG14vV6G2KohSUfSDlpdAfK8IQT9M4VeoNoVJLPPAYYw5uI5mLKyARepOS3sqcqmwTSf6pYQ7237d+p/+T+Yewqo6+miIwTdLnjjDPwuODidproVDjUA73wAvq7IEWOd3JKQMQVTZhq7x1mOxh8ZNRu42jT4LpIHtDWfJkA6SGVzSs97ND77n7iFKjiwb99eak94yE+dy6K8cnLnlJGx9y3a6vvHugI4Bnx8Bsy/30DKx67H7PsSZZd9nTMzk3i9avTcXM0lzNjmJLOEEHsGvAa6M10MnZqLvo9r/Qkh7o2Zwxz+NM9DF5CERFJKGTcXRUq5X0r5rQGiGQ3aKUOZwJpzzIaNG88KZovHw5rLL4+73UojbHO3kyQOY3EMjcs0AbYkK41dXViFZcyRtAKVe7cfOLUrRPP//ABX3R95uUYJdOwX7QxQVRPA3NFNzY6dyED64A3MgmUr72fLG21sbbIwFzUOKDnd2QvSnAUmGxjNWOwGcLdgqKtnSX4fQX+Q2iQnS4suo+j2BfQY9/K7147xSr3q63ggzvm3At5a8GzZDC0/gkADBKIpI1H8iL5XeHflFUPyVRMpapyEutZ24PI0sKXBzSjBzEQVivcd6CHc9SsIBkAG8HvzsLs8VEs1l1nsgd0eJ4alLkTuOmzpl1Gw/F5mZ/Rbpn7gHjskXWnAvGkuxlm3Y1z5MaxppykVkppg/K4kGg3QnwKSyAvapJSrB7wGpnd0MNSadALEc7VGrLwhyy8kk1pxJ8bSHFNVA83EsdvtvLNz51nRfHHzZiwWNc9XE4LSlW6WlC3HGIwz2WACRAeVO5+mTsaWCxgdifo1pABPnYGt78CWHwWoDqugnXgC4gHeKg/Tl5oLluIhJ2RqPcZVi7O51hEk2zh4+myhERpPRUq+CxsEjyGCRihZx84tJ6h86xWKqrfw0w9dnArksaMpC/8iKxIlNLGJHhIwWmBbCPbvg+4P3iIQgHCoCQID/E4BQTDpBhb0NTKw1baNxKb3oscVQOpKB195YgbziuDrFhXZDFC5I4hh94+h58cQrEIYXqH9mIdelAO4LsfInAwTh3YYKfZVY6KZrHAPBn+/w3o3UCoh6cFZMOdpSFkEZiOmkr/k1N4+UnvOQbktzcXFJKSASCn3MVT0MlBxLfFYCZQKITZFLNJHBrwf0U0qhJgphHg64s0MRV6nI8uuH/lMh2fE30mkLt6kMdnjaUbmxvXr6fD5cEvJjlCIRVd/l9Qb/4pwbDFxgCD0bTtCQGZQ1TW+yYg01BxfM/BUD/yxGfaqoYed3kgCjr/3NmJIHR8BOXMpysvHTZhDocFZwx+0QEf7GdQRAFmEKS0TQ1eAFdeUUHTjLVSW28kMtPL+T37Efzz7Ju+95mI7/eUAY2nwwzvAd6rh1e++S9Njq3HV1qJsri4IBPAFwkjPXsK1R4cIv4H4ea6xCJTl+IkMD6kdZmZfmUFFWLlfioCKAPT8vJG+X/0dgX1PcPI73+fdNiXEPcDnbxRcM3sRmfkLeLtuJl1tRgyZNhasK2RW5BheIDMFDJcvB3MQDFmADxGq5socI56QSsmJV0NWo5nkFJCnYvIiNwBPRt8IIUqj66O5lNEXKrrVFXlfMdwBzmUXkNECdzYACReCTYDJHk+TIAaDgdsfenSELXo40rab3DYX6YyvJFkFypK5zAD1YTXn1YEqyp6GshxjZ/gyDeAoWEk8O8xgmEtm8j7KatW4A8vAVQLOMht0pENKNxjdBEQm0uvBlDOH2vcq2dLexbGGFq7rbmHhDCPuDjCGVSeOxmE+QxB4LwCH98IXa9v4aNmjpNz9eQwp8/DUt9Dl82MInuLgK31n81bNqEhSL4mVDDQCNyfB7JtmYsn9JM6OH9I8E9ZUwQtBqAN+uxlu6eohd8cz/PEVNx8E1fhXm6HJcTt7Wg7z6J/OpeuMF1soSNr1i7ieLGpeq2ePX81dzsoDszUVVanVDggw5pCzKIfbcxo53DK+vqTWmPQkzUXKJJWck1I+LoR4LCKEpaiOHQPnHNcD9wGD5iEjluR9KEvyMeCpYVy0e4DNUsoRc/MjY/weNcORMKOJpBBCPD2WAUcaC92LcupiTsFWtILtv3tyXEnyoKoCzbPCCZ8Soeg4EnWLjndDrg/DkZ//kMDffRVzTDCp0XyCwG//j0M2C934MdEvsr1A7c5fU1Z8OeHM2RhaQ5g7thGYdwN1f3wJc7gHe74N6+5aqkQ2H5xpJhXlHdqdwGfpAP65BQ599Rif+dmXWHLjXHYYwqRfPgvv1i282qU+VwowB5WLmGhicApwbRaYxHrsCw2YltzOR+w/ZtvfqzGbgLZOyDgOotvNd3v6C0kcCYBvyztUuXxcv8LEHVeakG1NyL5bMCy+lbyCg8yqUdHDWTelIJPuQWCCQB+Y/WCaB1etoMjXyFWo3kGuBM87is+nG2hd9Exy02Up5bdGWPcUyuJLaPlAzkcXkBFFUkp5U6IDaaY7Zlau+xgr132ML4fDPHjXXbzy0ktjGsEHPOWDRSjX6MB+mctR7bQcwOkB+wSB625eiQgOTbcIN39IaKaVbdsF84H3Y9b/5pu1FJXsoCylD1NXLqGAGfwBLlu1lq//y0Ok33wFacYeXmzowYKy8qLl8QaShhK4gSIc5UU/7D4Mf197CvMV0J56htpTIDrUPvkoN2gLnD3GaNiAWVfkY73/EZDdhN4NY3wFFjjhJZcKanIB1TXqqXJgpaUQUJAaJMsmMJuSaOoqpXRBESKtC2N3A1l3gP8/1aRPllkgwkJ9MmMYcILowlzyIMasV+nqUucyVqy28eylmXZc+OLlibBBSpmwZSil/PZYDT89d68ZgsFg4OkXXzwbAPThkSOkp6ePviMq2O0Ag7tcLEZZltdGJgNj58Fsq9ZjNAz9RYbMa3j2g2o8vT52xjnWe0DSid8i95zBe6oK2l1Ufu97PPM338aeauWt559jc4MSrnDkuPGCazyonMLh5ucCKEs4ywu526CsUUXYGlECGwCWouYTR8MKLANyc9IxtFVB0jJMqzZguyuTQqc613JU2kw1qkrSQLqAnYc9ZNuSWbduI8b0PMLuZmhIJRSC2i4D6zJVCsiZOsCQqY5qiM7EOsBTz/xM5XMazw2goLBwHHtpphW6C8hZtEhqRmXhokXUdnScFc0777tv1H2MqJw/E8q9WAy094HZPNR6qWgrRxhjl0pkvQ9Hm5qJj2ehuYAPnqxF1O/DfPRNyPZgOfUajR01fPv9Cnad7t/PEjmHeLUUQyhRChB/PqAXqHZBUwNYusFTrsRrNmqCxYlKf8lk9B+UBOYawHD3jRgL88BgxJwHvhU51KcoV6s3sl0r8V24oSAcbQtR//rLpHi6MC68CRasQOQ8wNobPorJamQuMO+BhWCMtkOLvvogSeD2q8Tm8XjUenrGHv2smX6Ewom9LjBTuguI5hLlV888c1Ywazs6uP+hh4ZsU4SK4HSi5vd8aeDNg6zMwVVm7DYD9oOH43TfkAjDTqpn2fASPyLVALhMIE4dhVvWEDTk4T/STnNry5AHXDtK2KrijCNRwj1cGocReB04XQtNFWAMqF9mOTAvCVKyod0IxfNHj25NBkxGaDnaBL4OcP0KQvmkpyzjoFsFP42EATXve/v6ZPaKFpq6a/CHJIT94O3Bs6ecz9+dpK7ZttzIJ48SgEArsvUwfRZlPSday2sgAT0nedEzfQzJcXHeuoBoNKSnp/PTX/7yrGjuPaGK2VmAj6DmJ0uTwRuEwgXw0RJl0UUxecMEHQ1gjLUVJd3dpWRXNlLG0LxGtQVUeKCnqhEO7cDzyivUL53Lnr1DY3MDKEtvuMgxQb9VlRezrhs1j7q3D37UCj+MlP5JBXJSYV4m2BfCjBIVRzoSBiDXAc75a8E6B5wzwFOHIcVMbtnQMnWxhIFDYTh8pJtOlyTVWkdv516QRjyuMxRcuRr/4gWETYC0QjA4eGdvFYEjzXQ3wgfEv8kZiF+QL8rV1103yllqLgYmqVPWucZ5rvcZd9NljSYe8+bNwy0jD2pS8tMHH+T7Tz/NWhu8vxUqg4Otl26gZ5cHgrHyECJs3cz+PmVdpUa2HYgRmGuFo41uLmt4k7aXA3h6vHGjV70ol2g5gx8jrfTPWUqUkMYrPuxFnXc+/QFEZuDXLujzwpdvBFMzBOzQ1Bt/DCLjV/ZByoc/hnwJs68AUyvNz+9kpzuxTi+hAJzY382KRScw2paR7JgPwWasGWt59Q+7ae7zk54F3WIb9trXYPbd6tOF2pBBB+HqFF6sjbaeHspoN7/TZ84kcJaa6UzUkpwGPCKEGGtbRieQcGMOLZKac4cQfOZ3v+Mzv/sdAG53O/+1cSkntw2u5uq4eg5YB9t40h9g52/fosGj5gSLUf8OFJE+wOuDqhpY/KMeHEY42aIsodibfADYFucUo45DJ0p0G1BWZWykqg+oReVqRscXRrhzmaB0jpkd7/u5bQlUBoYXSFCNjhcGoO/YcWylNZiLG6C7GOfshRw7dHqEPftxAzMzoHLraQ4t3s7qvCuxB3+D3TKL1YuKMKWa2Ft+kNpD7WQ6vJFi7R4ghZ5Xf8arrz7PSyTW2SUeZpO+bVwKTAErMRGmTBcQjWbCOByZfO2Der4Wef/UD37AP3/5z/Ed64FQD0qWLIAk6DmMe28HXlRwzGnizw20WeDjSdCbBE1N8BLxf9wjNazORaWmJKNcrQdQM3mxIulDWZ5Roa4PwW9bBV/LX8UNBYd5rzPAwyk+3umIXxdVoELxatLBdkUhmLrAvhS6sxCVNdSN4dF9fxPcNV8wl2bS3TX0OmbR3NVJOJDC6Q+7qXXDh4d9LP7lTzF//iqwngQKaKk/yv++x7hafEWx2+NUbNJcVEwjS/KcdwEZt0gKIT6LUvE9uj2WZjxs+sIX2PSFL8RZE6bv+W/x/Z3KKutGiVhsMQIBvOeHm7yQ16sEbDyhbv7I2DfbweyFpvDQziVRzJHtoy5b2RDmjaJaclvMdCS7eaVj+HlPMyqgaYEFurY3YLmpFuPpPsJpt9PsaSMUGGbHOONYHdDR3MmRrg6K8p201J6i78QW+qqKeKkZ7L0GLEsX0mtfQmjPvyMwYs5N4q3/OciJRJI5R+BTn/vcxAbQTHmi9c2nOlOmC8gwrEYVqR3YHuuu8dTG02gGY8T4ke/TXtAfQmNBWXoDCROpTpMHXWvgpGn0oJN4hIAFRqgLQFZYieWiYQZxM3hOs0eC19dD6WUlzFxZzFtxzpPIOV0DXGMCaQKDUxI8+Ba+g1bC275P5R9qOZ2gfysAONxw4Di89JNyOmoepftMJTnzNuKYVciaFSksnpvJ4usEp1PTOflKMz0GSd2WD5A9vbgn2EfywJ49ExtAM+W5yKNbx8S4RVJK+Wic9lixPSWXTdJ5ai4xknPyOV7feDZq9gv/7//Fjfx0AUd7oCcH3upVc4ZjfQK2A5cXw6osyEyF9KtWU5RAvnyGBeZfXsTGBaXYZhSTZE7m3ruL40biOlHpJ28GYWEOlJfDqa3Q+fNf0PL6TrafGNklHMshlAs63e9n594wyTzHtn2v8O7x37HYHqK5Lczh1wVvvfIhuw98yOvf+QF7f/Qeu1wTtxDC4WkyW6WZEFokFRNOAYnTiHkNqq3gGmC/EGK3ECJl5FE0mpH56ne+c1Ywt+7Zw4rVqwE1T5gTAPbCh5F791gLBHuAV6vAmQVZDpjhO82MrvgW4UCuKoGuijrM3SG8751m+dIZNOyvHbKdCRV4VILqA7TtFAR74O198MQ78JPn4GfjsO4CgC0A+XtrsKcFyKndTY53HcnzMuhpaWdWnptZsyUpMzN5bp+Pt6pVl5OJcuW6dZMwimYqEy3dOg1SQM45k54nGRHN+1FFZw2oquv7Jvs4mkuXFatWsXX3btxS0i0l1/zHDzjUZKMT1UpqLHpjBzYC99thWQrkzDYwsy5IQwDKRpmxb3MJbvvIHA57fDRaDHS2pLLBOTh9H2ABYDHAVUb15P3HbtixU817/ioA3+keX9cVA7C/C86chud/0UdzGyxdeJy3//snpKeBwdPBvrdO8PLL+7G0QJEfFk9CqJ7JqBtsXQpoS1IxbpEUQiyPuFS/IoSYGWcTCWervz8ghPjGeI+l0YzEgo9/nr/o7qNCSnrCYR7+zGcS3leiqumcSIaC6wXLMi04rB6y+6B9FLU12q0c3+slOyeTglIbu3/9LK+2D27pBcqN2hgGQwj8RpV68TbwAoNr3I6VMHBAwi+PwK6tYNgBJo+bD4714q4DUeBhxoJc1twgsMyBncnw7iiJmCaGinwsZfPnT+CsNdMBbUn2MxFL8muo0pKPAuURt+o3hBB3CyHuRrlbgbPdqXWbLM05RwjBD//3f8+6Zo9XV5NfUDDs9n2oIuUuCWkLUwinepmZCavNAkbpm9jU5GXjlXkwo4j5y+cx+55bKHcN3c4FPGqAkIDNIZUesg9Vm3WieIBeL7S64N/K4Qd/XUPprDC1DjhxQtLjruc3O+xsOQan4pxbLMWowg2OEbbR/SQvDbQlqZiISG6WUn5VSjkb1VLv96imyj8B/hr4BkBEOGcy/txljWbcFJeUcLq+HnfEynz0S18ask0z4PNAd4WD4DqwPAwLFkjWpA41uwz0P+1dBywoKOXU/jr2elPwdLTzkUXWIQXc/cDuMBilEmQ3kxtefxTVI7MKeAN47g2oPw179wepOtaOIew+23JrpCdVM5HasKhUleFuDkVFifQ70UxnoikgibwudiYiklsiArhcSlkhpfyWlHK1lDJDSrlGSnkgst0qlICWT/hsNZoJIITgO//1X4OKs2dmZhIGri2y4Fxix/7RT+Aoy6fMCXO6hz4nh1ECkg6ELfDe0QpySxfh7U2mu7WXHTt8Q+ZEvaiE4oOoOdOJJPLHI+ryCqCqAlX6weaGPCO8VeXheE2IXpTbZyQPskSJeD6qhN9wzdFCoUvBfri00Skg/Yx7Gl9KWQn8tRDixlG2042bNVOS9PR0qtva+hccegqMSTA7QKikip53PhyyTxnqR7MMuL4QjjSdxJ5dzJ7X3qHUG6TVBL4YA9SHEp1OVMGD8zGPs0NClkdZyUaUBTlaXdggqlPKKlRh+lriu39SU3Uq9MXONKq4c86ZcKyblPKtyTgRjeaCs3QTAObMh8n5Xx8FBV+HbzwxaBMfyi1Z4IBmLxyotOLoO0Z9TQeesgwy1hhhx9DbSzmwlvFVBBoPHfQXs0z0ZmdBWY9VKItyLkpkY0vsGQy6edClwKUQlJMI+tuu0cTDaOXL//bNs67Zk3V1pDuddKKEpNUKFXONeJtaKUht5/999R5S8bA3jkCCcnUWAI1M3Qi2ECqXswAVvGNn9NZfmosT7W7tRxc412gSoLCwkNrOfjvw4AtPcrzuGSxznbQe28vv/vdXlDf0kW6F3jh5Hd3AhyjhmWBVuHNGCDiMOr8sVITrksj7kxfwvDQXBm1JKrRIajTjYNldj7CMRwAIh0P86QPXk2k/ybHd8csC5KGsyerzd4rjogeVmmJHVQdaYIUSE1R5JpbTqZle6DnJfrRIajQTxGAw8rPfv3/2ffmZM1y5ciWenp6zy2oYuc/kVEHSb0kut8DMNdBcBSYtkpcU06ULyPngopuTFELcK4R4TAhRKoRwRv8fs81jke02CSE2Xahz1VyclM2eTXN399n5zC/++Z8D0+PHZka5WW1A/iIw58HyFFg6VSdSNecMPSepmA6/27GSgepUXY7qcVshpayIrhRCPBFZ9qyU8imgTAhx74U5Vc2lwBP/8R+4paRGSqpaW8nIzLzQpzQsAVRe5xojOEzQ2wddKQL/VJ1I1ZwTdOBOPxejSIIKQCyTUqZLKZ+NWbcpZtlmiEwuaTTnmKysLGra2s5amd/9/vcxmabWrEcDcDQE/lzIWQWmHskyVL6l5tJB125VXJQiKaV0DbQeowghVsbZvANYf+7PSqMZyiNf+AKuQAC3lLR7vaxYtepCnxIhoDAbjJ0QfBaK8yAFHcBwKaEtyX4uSpGMzDVG5xwfG7Aqg/4c6yiuyD7O83R6Gk1crFYrW/fsOWtlvrl1K7l5eef9PHqBQBtYC6GrCTx1/XVdNZcO2pJUXIzf+y3AMzFzjtHgHGec7aOimRFvsIjQ7hFC7GltnYy+DRpNYly5bh3ljY2qb2YoxN/+y7+cl+MagHIJnTugywbv1yiLQUe3XjpoS7KfaSGSkSjVYV8Dt40UW3cNWLQZeDzyfxdDxTD6PtbCjI73VKRw++rs7OwJfxaNZjwYDAa++jd/c9bKbPd6mXOO+jqGAKsRrH2wvwFa/HAIlRaiuTTQXUD6mfLTDJHI0zWjbIOU8vGIYHYC6QOE0gVEU0A6GGpNOkHNY07G+Wo05wOr1cr+48fPvv+3f/xHvvnP/0x4kjp0HArBljblTpsloFaev7qzmqnBpWAlJsKUF8lIJGpshOpIPB4jeKWoHrdIKfcJIVwx22egXLQazbTla1//Ol/7+tcB8Hq93HXbbWx9++1xj+cCtqF+PB1m6PZdGlaDRqEr7vQzLdytiTKMNXgfkQbQEZ6KyYvcADx5Ls9Lozmf2Gw2XnvrrbOu2d1HjpCeEXfKfVhaUPVaS4HsEEMaSWsufnTgjmLKW5Lj4KlIRKsL1f7vyYF5kRG37GMRoSwFyuPkUmo0Fw0LFi2itr2/M+Tvf/c7PvPQQ8gRXLMuVDeQfcCWoLYqLjW0JdnPRSeSEWvyW6NsM+J6jeZi5r6PfYz7PvYxAJqamnj4/vvZsXXrkO06gIMod5PrfJ6g5oIjmVwrMWK4VBAJlIxkHoy2Pah4lN0X8p590YmkRqNJnLy8PDa/31+cva6ujpXz59Pr8WBC9b6spd+qyCsouABnqbkQTJYlGSkFujvqsRNCPCGEuHc4D54Q4kkp5SMD3u+NBGdeEKG8qOYkNRrNxCgqKqLF7cYtJcdCIR7+8pcH3SQCPp0teSkwySkgCZcCjWQouGIWPznc9ucDLZIajSYuBoOBP/3ud+mMBABVNDdzorb2Qp+W5jwwWcUExlEKNAMY0rmJ/jS+8452t2o0moTIycm50KegOY9Mkrt1xFKgsRkJUsoKIcSqmNrbG7iAaXpaJDUajUYziDEG7mQJIfYMeP/UgMAcZ5ztB5YCdQ05tpT7ov+PuF/XAxes8r8WSY1Go9EMYQyWZJuUcvUw61yMsRRoDL8HbozX1el8oUVSo9FoNIOYxBSQcZcCjUTFPj7QsrwQ6MAdjUaj0QxCAv4EXyOOowTOFbN41FKgkWIvm6MCOUwA0HlBi6RGo9FohjCJZelGLAUqhCgduF4IsR4lpHsinZ5KgQcm8lkmghZJjUaj0QxiMvtJSikfB0qFEPdGKunElgJdTyQPMhKosxklop2RVzk6BUSj0Wg0U4XJrt06UrWcSCTsU5H/u1CFnqYMWiQ1Go1GM4RLocNHImiR1Gg0Gs0gdBeQfrRIajQajWYI2pJUaJHUaDQazSCiKSAaLZIajUajiWGy+0lOZ7RIajQajWYIek5SoUVSo9FoNIPQgTv9aJHUaDQazRC0u1WhRVKj0Wg0g9CWZD9aJDUajUYzBG1JKrRIajQajWYQOgWkHy2SGo1GoxmETgHpR4ukRqPRaIag5yQVWiQ1Go1GMwgduNOPFkmNRqPRDEK7W/vRIqnRaDSaIWhLUqFFUqPRaDSD0JZkP1okNRqNRjMInQLSjxZJjUaj0QxBW5IKLZIajUajGYSObu1Hi6RGo9FohqBFUqFFUqPRaDSD0IE7/WiR1Gg0Gs0QtCWp0CKp0Wg0mkFoS7IfLZIajUajGYROAelHi6RGo9FohqAtSYUWSY1Go9EMQqeA9KNFUqPRaDSD0CLZjxZJjUaj0QxBu1sVWiQ1Go1GMwhtSfajRVKj0Wg0g5BA4EKfxBRh2oqkEOJeYI2U8vE46x4DKoAMACnlU2NZr9FoNJc62pJUTDuRFEKsB1YCG1BCF7v+CWC3lPLZ6HshxL0D34+0XqPRaC51JruYwFgNk6lkyBgu1IHHi5Ryi5TyW8C+YTbZFCN4m4FHxrBeo9FoLnlCCb5GI2KYVEgpn42IXVnEEzgp259rpp1IjoQQYmWcxR3A+kTWazQajaY/cGcyRJKxGyZTypC5qEQSZZp3xCxzAQghnAms12g0Gg3K3ZrIayTGaphMRUPmYhNJZ5xlUVHMSGC9RqPRXPJMoiU5VsNkyhkyUyJwZ7QPL6V0JTiUi6FiF33fkcD6eOe2CdgUeesWQpxM8FwuNFlA24U+iYsIfT0nH31NJ595kzFIGN7oUX+fRLAJIfYMeP/UgEAbZ5ztBxomrph1Y93+nHPBRTKayjHKNsRL9YhDB0MvshOU0AohRlwfb8DIH3vapYgIIfZIKVdf6PO4WNDXc/LR13TyiRGrcSOl3DgZ4zB2w2Ss259zLrhIRiZoJyX9Qkq5TwjhilmcAWxJZL1Go9FoJpWxGiZjNmTONRfbnCTAUzHhwhuAJ8ewXqPRaDSTgJRyH0NdpMMaJmPd/nww7URSCLEykmh6L3C/EOKxgRFREbdsqRDi3sh25QPDiUdbfxEx7VzEUxx9PScffU0nn6l4TUc0TIQQpTHrp5QhI6SUF+rYGo1Go7kEGFBBpxRwDaygEwmOvE9KuSGR7c83WiQ1Go1GoxmGCx64o9FMJYQQT0opH4lZpgvmazSXKFokpxmRGzKotJndkTq2sev1DX0cRGpGlsZZpgvmj4FI3vMm+r9neyIBGdH1+js6RiIuyShO/bs/j0gp///27v46bSQK4/B7O+C4g2U7INkKAh3EcQUhHZgSckgHJBXEuAO7g9h0EEqI1cHdP3THjBUJEF828HvO0cESQmJnFV1mNHOH5UgWSZPK+qOk62x9LOnjpuvnvKgMjmNJd5XtT5X1fr7PqvfPbVHZXf8xWx9KmmbrXKPty/S6st7j3/0By/+1vwDLmv+jypvPuLJtqLJ3blp/qrzPDX398h3WlFevpsx65W/L1e+f46KyF+Kwsq2T/V0tL67R1WX6WLMt/+FBme5xObohIGfsQtK1mXUr27sSM6BsI+Yoval5i4T57Q1VGdPmMQica3Rjf8xsmlai6fVn/E2Z7hlB8ki4+1zSu3hNBlrckLihb67j9dk8OjXbSJjfIPsBl8YhD7Nn6BLX6Ka+SOqZ2VOU5x9fPPOmTPeMIHlE/GXnh47KX4OpJ2an5iPc0FdY0cmm0I4T5p+451YOX0yYmzo3SVyjG4kfxhOVHW/GepnrulPzEcp0hwiSx2sq6UNWsyzEDb2VqPkUS3ZZlUfyzeWZfGXpOsqTbN9LSrXJQlyjrZnZRNLM3d9JupQ0zJpfC1Gme8UQkCMUv8xHec1Se5gB5Qz0JF1k3esHKpsKh5LunYT5bc2lv66nQnpu+eAabSk9U3T3dM3dmtlM0u/YhTLdM4LkkYmchncpQJpZz91n3NDbqzazmpkkdf3lGLLvlSbZ2oT5S94/G3FTLsysm7VwdNJ7krhG27vQIiBKKptfzew2/qZM94zm1iMSvTAvJD2YWSeaC6+yXZgBZUMpf6TKmuR16tTgJMxv66te9py8kpTPBcs12kLUIF/MtxvXZt6BjzLdI3K3Hon4h/FU89atu19m+y1NDPyWEgfjNFV6tMqbs8Nwja4hfgx/UVajbFtmlOnmCJIAADSguRUAgAYESQAAGhAkAQBoQJAEAKABQRIAgAYESQAAGhAkgYyZ3cVyvXrv3ZzvEOfZlJmNU5m89ncBXgNp6YCXijw5w75E9qSu3vi8fpFRSPl8hsA5oSYJrGBmXTObmpln0z5txd3vI+tJUXO+sZk9xvnqJs3N9+3Hfo9ZonYAO0JNElghknVfmplL+nWA840i1+ZVLLMlu3fi9XNlVhgAO0BNElhDVqM75OwJE0mNtcPI51sc6ssA54iaJLCevqT5sjn4ornz3yXHuEvzAq7D3e/NTGbWb/hcP+YXXPeQAFoiSALrGWhFLXJPMyvcqJzCi/n/gFdAkMTJiCmFUm/Rd+7+JYZyFGl9i8P3VT6XHKqcDX6gcu7Ib8s/trWJpEeVUyU9i//W2meQ0TT8Q2Xv2X+0KJP/JP2qm+8yPnOlxXRMDzzjBAiSOBHxfK6fanNpbJ+7D6ITzNDMRsuaS5ccOz2PHGSB9jZ6lX7f4ph9SZ3oMVvbFBszy8/N7GMluPWaJneOz1yqDHj9bL/bKJeLvNYbw1FG7j7Itn00syI6LQFni447OBWfKs2dF4qaVgSJfzcJZqEfx3muzUVQTudpzd1n7v7N3c3dRyueVU5UqUmucfx5vFYD6UjSJPv+6fijyn4/JC0dfgKcA4IkTsVNZb0n6TlLzJY1ooGk6vPG9yoTDxyipnUrqZ8CW9RCN2oKzZpQ38exupK6NU2rH5pqqsA5IUjiJOS1xNQ82qYn6Qp9ZQE3HKwzTQTimaRPsam7ZXCeq3xeqey1ek6eRwIiSOI09bVhTatqyfjIT5J+7uIca8qbXIstj9VVGSiVvQKoQZDESYhmw+RK0kP2Xic6p2zir/GRETg7qTnyQOngbiT1ohPSw6qdm8R3L1ItO2qkRV35VMoUOEsESRy9uMH/jhyrqeZXZLsMt2h6rRsf+V5RU40AWX0eugvdPEhFkL6XdNWmA1IE1dxY0ufKtsvYnn+OTjuAGAKC0zBX2bEm1YY+SBpnNbxtBvlfqBJAFAP8IwAtzcKziRgSMpR0ZWZfsw40k8p+fS2aYH+Y2aQmocEs9uuoHCc5rv5giMw+ozhvyk07Z/gHIJm7v/Z3AN4MM5seYqqsQzAzd/ed5Kw7pXIB2qC5FQCABgRJAAAaECSBE2NmPTObxt9TeqkCm+OZJJAxs5Q04O4AycvfvOjMk4aN8EwSZ4cgCQBAA5pbAQBoQJAEAKABQRIAgAYESQAAGhAkAQBoQJAEAKDB/wijatk072fZAAAAAElFTkSuQmCC\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for idx in np.arange(1, 4, 1):\n", - " ddp_zmin = gold.meta['DDP{}_ZMIN'.format(idx)]\n", - " ddp_zmax = gold.meta['DDP{}_ZMAX'.format(idx)]\n", - "\n", - " isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", - "\n", - " fills = rand['DDP{}_DELTA8'.format(idx)].data[isin]\n", - " pos_slice = pos[isin]\n", - "\n", - " fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", - " pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", - " \n", - " plt.scatter(pos_slice[:,0],\\\n", - " pos_slice[:,1],\\\n", - " c=fills,\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " vmin=0.,\\\n", - " vmax=1.,\\\n", - " cmap='hot')\n", - " \n", - " pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", - " pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", - "\n", - " pl.xlim(100., 800.)\n", - " pl.ylim(-100., 100.)\n", - " \n", - " pl.colorbar(label='DDP{} $\\delta_8$'.format(idx))\n", - " \n", - " plt.title('{}: DDP{}'.format(field, idx))\n", - " plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "id": "7218e9c5", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:24.103273Z", - "iopub.status.busy": "2022-03-01T13:04:24.102379Z", - "iopub.status.idle": "2022-03-01T13:04:24.106904Z", - "shell.execute_reply": "2022-03-01T13:04:24.107610Z" - }, - "papermill": { - "duration": 0.086902, - "end_time": "2022-03-01T13:04:24.107856", - "exception": false, - "start_time": "2022-03-01T13:04:24.020954", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "cmap = plt.cm.tab20c\n", - "\n", - "cmaplist = [cmap(i) for i in range(cmap.N)]\n", - "\n", - "cmap = mpl.colors.LinearSegmentedColormap.from_list('Custom cmap', cmaplist, cmap.N)\n", - "\n", - "bounds = np.linspace(0, 9, 10)\n", - "norm = mpl.colors.BoundaryNorm(bounds, cmap.N)" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "id": "9f87845d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:24.540166Z", - "iopub.status.busy": "2022-03-01T13:04:24.539449Z", - "iopub.status.idle": "2022-03-01T13:04:33.751252Z", - "shell.execute_reply": "2022-03-01T13:04:33.752185Z" - }, - "papermill": { - "duration": 9.340445, - "end_time": "2022-03-01T13:04:33.752477", - "exception": false, - "start_time": "2022-03-01T13:04:24.412032", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for idx in np.arange(1, 2, 1):\n", - " ddp_zmin = gold.meta['DDP{}_ZMIN'.format(idx)]\n", - " ddp_zmax = gold.meta['DDP{}_ZMAX'.format(idx)]\n", - "\n", - " isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", - " isin = rand['DDP{}_DELTA8_TIER'.format(idx)] > -999\n", - " \n", - " fills = rand['DDP{}_DELTA8_TIER'.format(idx)].data[isin]\n", - " pos_slice = pos[isin]\n", - "\n", - " fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", - " pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", - " \n", - " plt.scatter(pos_slice[:,0],\\\n", - " pos_slice[:,1],\\\n", - " c=fills,\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " cmap=cmap,\\\n", - " norm=norm)\n", - " \n", - " pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", - " pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", - "\n", - " pl.xlim(100., 800.)\n", - " pl.ylim(-100., 100.)\n", - " \n", - " pl.colorbar(label='DDP{} $\\delta_8$'.format(idx))\n", - " \n", - " plt.title('{}: DDP{}'.format(field, idx))" - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "id": "7478d4fb", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:33.997574Z", - "iopub.status.busy": "2022-03-01T13:04:33.996957Z", - "iopub.status.idle": "2022-03-01T13:04:36.209679Z", - "shell.execute_reply": "2022-03-01T13:04:36.210616Z" - }, - "papermill": { - "duration": 2.337767, - "end_time": "2022-03-01T13:04:36.210933", - "exception": false, - "start_time": "2022-03-01T13:04:33.873166", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'DDP2 $\\\\delta_8$')" - ] - }, - "execution_count": 41, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Larger minimum redshift & Smaller maximum redshift. \n", - "isin = (rand['Z'] > gold.meta['DDP1_ZMIN']) & (rand['Z'] < gold.meta['DDP2_ZMAX'])\n", - "\n", - "pl.plot(rand['DDP1_DELTA8'][isin], rand['DDP2_DELTA8'][isin], marker=',', lw=0.0, c='k')\n", - "\n", - "pl.xlim(-1.2, 10.)\n", - "pl.ylim(-1.2, 10.)\n", - "\n", - "pl.xlabel('DDP1 $\\delta_8$')\n", - "pl.ylabel('DDP2 $\\delta_8$')" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "id": "38c9bdec", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:36.426320Z", - "iopub.status.busy": "2022-03-01T13:04:36.425287Z", - "iopub.status.idle": "2022-03-01T13:04:48.714327Z", - "shell.execute_reply": "2022-03-01T13:04:48.713340Z" - }, - "papermill": { - "duration": 12.38101, - "end_time": "2022-03-01T13:04:48.714585", - "exception": false, - "start_time": "2022-03-01T13:04:36.333575", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "rand_ddp1fill = np.clip(np.sort(rand[rand['IN_DDP1']]['FILLFACTOR'].data)[::-1], 0, 1) \n", - "rand_ddp2fill = np.clip(np.sort(rand[rand['IN_DDP2']]['FILLFACTOR'].data)[::-1], 0, 1)\n", - "rand_ddp3fill = np.clip(np.sort(rand[rand['IN_DDP3']]['FILLFACTOR'].data)[::-1], 0, 1)" - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "id": "d05b32bf", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:48.961839Z", - "iopub.status.busy": "2022-03-01T13:04:48.961320Z", - "iopub.status.idle": "2022-03-01T13:04:51.197098Z", - "shell.execute_reply": "2022-03-01T13:04:51.197946Z" - }, - "papermill": { - "duration": 2.358791, - "end_time": "2022-03-01T13:04:51.198223", - "exception": false, - "start_time": "2022-03-01T13:04:48.839432", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 43, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(rand_ddp1fill, np.cumsum(rand_ddp1fill) / len(rand_ddp1fill), lw=1, color='blue', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP1_ZMIN'], rand.meta['DDP1_ZMAX']))\n", - "plt.plot(rand_ddp2fill, np.cumsum(rand_ddp2fill) / len(rand_ddp2fill), lw=1, color='green', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP2_ZMIN'], rand.meta['DDP2_ZMAX']))\n", - "plt.plot(rand_ddp3fill, np.cumsum(rand_ddp3fill) / len(rand_ddp3fill), lw=1, color='red', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP3_ZMIN'], rand.meta['DDP3_ZMAX']))\n", - "\n", - "plt.xlabel('Fill factor')\n", - "plt.ylabel(r'Volume fraction ($\\geq$ Fill factor)')\n", - "\n", - "pl.xlim(0.0, 1.05)\n", - "pl.ylim(0.0, 1.05)\n", - "\n", - "plt.legend(frameon=False, loc=3)" - ] - }, - { - "cell_type": "markdown", - "id": "83a4e974", - "metadata": { - "papermill": { - "duration": 0.127719, - "end_time": "2022-03-01T13:04:51.444786", - "exception": false, - "start_time": "2022-03-01T13:04:51.317067", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Done." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "6964d660", - "metadata": { - "papermill": { - "duration": 0.119509, - "end_time": "2022-03-01T13:04:51.645652", - "exception": false, - "start_time": "2022-03-01T13:04:51.526143", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Lumfn", - "language": "python", - "name": "lumfn" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.9" - }, - "papermill": { - "default_parameters": {}, - "duration": 277.314739, - "end_time": "2022-03-01T13:04:54.490244", - "environment_variables": {}, - "exception": null, - "input_path": "docs/nb/randoms_n8_qa.ipynb", - "output_path": "test/pm_randoms_n8_G12_qa.ipynb", - "parameters": { - "field": "G12", - "survey": "gama" - }, - "start_time": "2022-03-01T13:00:17.175505", - "version": "2.3.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/tests/pm_randoms_n8_G15_qa.ipynb b/tests/pm_randoms_n8_G15_qa.ipynb deleted file mode 100644 index e2cbcfd7..00000000 --- a/tests/pm_randoms_n8_G15_qa.ipynb +++ /dev/null @@ -1,2463 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "4d4bdb0d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:56.397192Z", - "iopub.status.busy": "2022-03-01T13:04:56.396458Z", - "iopub.status.idle": "2022-03-01T13:04:57.913511Z", - "shell.execute_reply": "2022-03-01T13:04:57.912260Z" - }, - "papermill": { - "duration": 1.587067, - "end_time": "2022-03-01T13:04:57.913808", - "exception": false, - "start_time": "2022-03-01T13:04:56.326741", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "import fitsio\n", - "import pylab as pl\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import astropy.io.fits as fits\n", - "import matplotlib as mpl\n", - "\n", - "from astropy.table import Table" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "a502e89a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:58.019274Z", - "iopub.status.busy": "2022-03-01T13:04:58.018635Z", - "iopub.status.idle": "2022-03-01T13:04:58.022672Z", - "shell.execute_reply": "2022-03-01T13:04:58.023165Z" - }, - "papermill": { - "duration": 0.053173, - "end_time": "2022-03-01T13:04:58.023340", - "exception": false, - "start_time": "2022-03-01T13:04:57.970167", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/cosma/home/durham/dc-moor2/DESI\n", - "/cosma/home/durham\n" - ] - } - ], - "source": [ - "cwd = os.getcwd()\n", - "code_root = '/'.join(x for x in cwd.split('/')[:-2])\n", - "\n", - "sys.path.append(code_root)\n", - "\n", - "print(cwd)\n", - "print(code_root)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "dbd911e2", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:58.093974Z", - "iopub.status.busy": "2022-03-01T13:04:58.093508Z", - "iopub.status.idle": "2022-03-01T13:04:58.653706Z", - "shell.execute_reply": "2022-03-01T13:04:58.654652Z" - }, - "papermill": { - "duration": 0.597208, - "end_time": "2022-03-01T13:04:58.654969", - "exception": false, - "start_time": "2022-03-01T13:04:58.057761", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import pubplot\n", - "\n", - "from cosmo import cosmo, fsky\n", - "from cartesian import rotate\n", - "from findfile import findfile\n", - "from poisson import fillfactor_expectation, fillfactor_poisson" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "56a9af6f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:58.759963Z", - "iopub.status.busy": "2022-03-01T13:04:58.759345Z", - "iopub.status.idle": "2022-03-01T13:04:58.761906Z", - "shell.execute_reply": "2022-03-01T13:04:58.762354Z" - }, - "papermill": { - "duration": 0.051875, - "end_time": "2022-03-01T13:04:58.762506", - "exception": false, - "start_time": "2022-03-01T13:04:58.710631", - "status": "completed" - }, - "tags": [ - "parameters" - ] - }, - "outputs": [], - "source": [ - "# update pytest\n", - "\n", - "survey = 'gama'\n", - "field = 'G9'\n", - "dryrun = False\n", - "realz = 0\n", - "version = 'latest'" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "06f2bec3", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:58.831171Z", - "iopub.status.busy": "2022-03-01T13:04:58.830710Z", - "iopub.status.idle": "2022-03-01T13:04:58.833777Z", - "shell.execute_reply": "2022-03-01T13:04:58.833367Z" - }, - "papermill": { - "duration": 0.037946, - "end_time": "2022-03-01T13:04:58.833881", - "exception": false, - "start_time": "2022-03-01T13:04:58.795935", - "status": "completed" - }, - "tags": [ - "injected-parameters" - ] - }, - "outputs": [], - "source": [ - "# Parameters\n", - "field = \"G15\"\n", - "survey = \"gama\"\n" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "d0fd39e6", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:58.893711Z", - "iopub.status.busy": "2022-03-01T13:04:58.892686Z", - "iopub.status.idle": "2022-03-01T13:04:58.895106Z", - "shell.execute_reply": "2022-03-01T13:04:58.895943Z" - }, - "papermill": { - "duration": 0.035122, - "end_time": "2022-03-01T13:04:58.896202", - "exception": false, - "start_time": "2022-03-01T13:04:58.861080", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "nbar = 2.\n", - "radius = 8." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "9b287a86", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:04:58.993480Z", - "iopub.status.busy": "2022-03-01T13:04:58.992904Z", - "iopub.status.idle": "2022-03-01T13:05:01.319296Z", - "shell.execute_reply": "2022-03-01T13:05:01.320139Z" - }, - "papermill": { - "duration": 2.37379, - "end_time": "2022-03-01T13:05:01.320415", - "exception": false, - "start_time": "2022-03-01T13:04:58.946625", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n" - ] - }, - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 10127636),\n", - " ('FIELD', 'G15'),\n", - " ('AREA', 60.0),\n", - " ('VOL', 2531908.950723488),\n", - " ('RAND_DENS', 4.00000007784879),\n", - " ('VOL8', 2144.660584850632),\n", - " ('NRAND8', 8578.642506361759),\n", - " ('NRAND8_PERR', 92.62096148476196),\n", - " ('EXTNAME', 'RANDOMS')])" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='randoms', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "rand = Table.read(fpath)\n", - "rand.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "efc61629", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:01.423640Z", - "iopub.status.busy": "2022-03-01T13:05:01.423072Z", - "iopub.status.idle": "2022-03-01T13:05:01.427279Z", - "shell.execute_reply": "2022-03-01T13:05:01.428195Z" - }, - "papermill": { - "duration": 0.053561, - "end_time": "2022-03-01T13:05:01.428476", - "exception": false, - "start_time": "2022-03-01T13:05:01.374915", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "'/cosma/home/durham/dc-moor2/data/v4/randoms/randoms_G15_0.fits'" - ] - }, - "execution_count": 8, - 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" ('EXTNAME', 'RANDOMS'),\n", - " ('RSPHERE', 8.0)])" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='randoms_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "rand = Table.read(fpath)\n", - "rand.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "7be42d53", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:04.329514Z", - "iopub.status.busy": "2022-03-01T13:05:04.328902Z", - "iopub.status.idle": "2022-03-01T13:05:08.402691Z", - "shell.execute_reply": "2022-03-01T13:05:08.403620Z" - }, - "papermill": { - "duration": 4.124083, - "end_time": "2022-03-01T13:05:08.403939", - "exception": false, - "start_time": "2022-03-01T13:05:04.279856", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 10127636),\n", - 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"217.31116280778582 2.454555087066981 0.14194603 431666.6 9239386 ... 7100 0.8276367729200482 3.941060657976324 199921 0.8276367729200482\n", - "212.17768078206146 1.5622354463726695 0.18934935 994643.1 3043904 ... 8313 0.9690344356738536 6.468660264733794 116529 0.9690344356738536\n", - " 215.5609093393447 1.75548010580621 0.1910992 1021338.6 8178873 ... 8678 1.0 11.978219572465395 315962 1.011581959915518" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rand" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "75f912b3", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:08.604778Z", - "iopub.status.busy": "2022-03-01T13:05:08.604290Z", - "iopub.status.idle": "2022-03-01T13:05:15.518550Z", - "shell.execute_reply": "2022-03-01T13:05:15.519434Z" - }, - "papermill": { - "duration": 6.953994, - "end_time": "2022-03-01T13:05:15.519712", - "exception": false, - "start_time": "2022-03-01T13:05:08.565718", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 10127636),\n", - " ('FIELD', 'G15'),\n", - " ('AREA', 180.0),\n", - " ('VOL', 2531908.950723488),\n", - " ('RAND_DENS', 4.00000007784879),\n", - " ('VOL8', 2144.660584850632),\n", - " ('NRAND8', 8578.642506361759),\n", - " ('NRAND8_PERR', 92.62096148476196),\n", - " ('EXTNAME', 'TilingCat'),\n", - " ('RSPHERE', 8.0),\n", - " ('TCOMM1', 'GAMA ID'),\n", - " ('TUCD1', 'meta.id;meta.main'),\n", - " ('TCOMM2', 'SDSS objid'),\n", - " ('TUCD2', 'meta.id'),\n", - " ('TCOMM3', 'J2000 coordinate'),\n", - " ('TUCD3', 'pos.eq.ra'),\n", - " ('TCOMM4', 'J2000 coordinate'),\n", - " ('TUCD4', 'pos.eq.dec'),\n", - " ('TCOMM5', '3-arcsec fiber magnitude'),\n", - " ('TUCD5', 'phot.mag;em.opt.R'),\n", - " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", - " ('TUCD6', 'phot.mag;em.opt.R'),\n", - " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD7', 'phot.mag;em.opt.U'),\n", - " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD8', 'phot.mag;em.opt.B'),\n", - " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD9', 'phot.mag;em.opt.R'),\n", - " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD10', 'phot.mag;em.opt.I'),\n", - " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD11', 'phot.mag;em.opt.I'),\n", - " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", - " ('TUCD12', 'meta.code;meta.dataset'),\n", - " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", - " ('TUCD13', 'src.redshift'),\n", - " ('TCOMM14', 'Quality of redshift'),\n", - " ('TUCD14', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", - " ('TUCD15', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", - " ('TUCD16', 'meta.id.cross;spect'),\n", - " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", - " ('TUCD17', 'src.redshift;stat.error'),\n", - " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", - " ('TUCD18', 'meta.number;spect'),\n", - " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", - " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", - " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", - " ('TUCD20', 'src.class.starGalaxy'),\n", - " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", - " ('TUCD21', 'src.class.starGalaxy'),\n", - " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", - " ('TUCD22', 'phot.mag;em.IR.K'),\n", - " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", - " ('TUCD23', 'phot.flux.density;em.radio'),\n", - " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", - " ('TUCD24', 'meta.code'),\n", - " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", - " ('TUCD25', 'meta.code'),\n", - " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", - " ('TUCD26', 'meta.code'),\n", - " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", - " ('TUCD27', 'meta.code.class'),\n", - " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", - " ('TUCD28', 'meta.code.class'),\n", - " ('TCOMM29', 'Priorities for targeting, see notes'),\n", - " ('TUCD29', 'meta.code.class'),\n", - " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", - " ('TUCD30', 'meta.code.class'),\n", - " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", - " ('TUCD31', 'meta.code.cross'),\n", - " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", - " ('TUCD32', 'meta.code'),\n", - " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", - " ('TUCD33', 'meta.code'),\n", - " ('TCOMM34', 'Visual classification, see notes'),\n", - " ('TUCD34', 'mata.code.qual'),\n", - " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", - " ('TUCD35', 'meta.id'),\n", - " ('DATE-HDU', '2015-09-04T13:22:37'),\n", - " ('STILVERS', '3.0-8'),\n", - " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", - " ('DMU', 'EqInputCat'),\n", - " ('NAME', 'TilingCat'),\n", - " ('VERSION', 'v46'),\n", - " ('DATE', '2015-05-22'),\n", - " ('CONTACT', 'Ivan Baldry '),\n", - " ('GOLD_NGAL', 113687),\n", - " ('DDP1_ZMIN', 0.0390699990093708),\n", - " ('DDP1_ZMAX', 0.2629899978637695),\n", - " ('DDP1_VZ', 7594754.153764196),\n", - " ('DDP1ZLIMS_NGAL', 113687),\n", - " ('DDP1_NGAL', 45293),\n", - " ('DDP1_DENS', 0.005963721679858641),\n", - " ('DDP2_ZMIN', 0.03914999961853027),\n", - " ('DDP2_ZMAX', 0.1937000006437302),\n", - " ('DDP2_VZ', 3156659.558717707),\n", - " ('DDP2ZLIMS_NGAL', 73942),\n", - " ('DDP2_NGAL', 33396),\n", - " ('DDP2_DENS', 0.01057953807776663),\n", - " ('DDP3_ZMIN', 0.03903000056743622),\n", - " ('DDP3_ZMAX', 0.1015800014138222),\n", - " ('DDP3_VZ', 457819.2340050841),\n", - " ('DDP3ZLIMS_NGAL', 18121),\n", - " ('DDP3_NGAL', 8842),\n", - " ('DDP3_DENS', 0.01931329953669401),\n", - " ('TMR_DDP1', '[-21.8, -20.1]'),\n", - " ('TMR_DDP2', '[-20.6, -19.3]'),\n", - " ('TMR_DDP3', '[-19.6, -17.8]'),\n", - " ('D80LIMS', '[-1.0, -0.75]'),\n", - " ('D81LIMS', '[-0.75, -0.55]'),\n", - " ('D82LIMS', '[-0.55, -0.4]'),\n", - " ('D83LIMS', '[-0.4, 0.0]'),\n", - " ('D84LIMS', '[0.0, 0.7]'),\n", - " ('D85LIMS', '[0.7, 1.6]'),\n", - " ('D86LIMS', '[1.6, 2.9]'),\n", - " ('D87LIMS', '[2.9, 4.0]'),\n", - " ('D88LIMS', '[4.0, 10000.0]'),\n", - " ('DDP1_d0_VOLFRAC', '2.045785e-01'),\n", - " ('DDP1_d0_TIERMEDd8', '-9.156324e-01'),\n", - " ('DDP1_d1_VOLFRAC', '8.949052e-02'),\n", - " ('DDP1_d1_TIERMEDd8', '-6.655587e-01'),\n", - " ('DDP1_d2_VOLFRAC', '6.973712e-02'),\n", - " ('DDP1_d2_TIERMEDd8', '-4.911705e-01'),\n", - " ('DDP1_d3_VOLFRAC', '1.335788e-01'),\n", - " ('DDP1_d3_TIERMEDd8', '-2.181489e-01'),\n", - " ('DDP1_d4_VOLFRAC', '1.388188e-01'),\n", - " ('DDP1_d4_TIERMEDd8', '2.509618e-01'),\n", - " ('DDP1_d5_VOLFRAC', '7.708261e-02'),\n", - " ('DDP1_d5_TIERMEDd8', '1.032813e+00'),\n", - " ('DDP1_d6_VOLFRAC', '3.988848e-02'),\n", - " ('DDP1_d6_TIERMEDd8', '2.127404e+00'),\n", - " ('DDP1_d7_VOLFRAC', '1.326647e-02'),\n", - " ('DDP1_d7_TIERMEDd8', '3.300181e+00'),\n", - " ('DDP1_d8_VOLFRAC', '1.035841e-02'),\n", - " ('DDP1_d8_TIERMEDd8', '4.942069e+00'),\n", - " ('comments',\n", - " ['Science targets and information for tiling and spectroscopic',\n", - " 'observation.'])])" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "\n", - "rand = Table.read(fpath)\n", - "rand.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "a169c202", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:15.631600Z", - "iopub.status.busy": "2022-03-01T13:05:15.631022Z", - "iopub.status.idle": "2022-03-01T13:05:24.351117Z", - "shell.execute_reply": "2022-03-01T13:05:24.350022Z" - }, - "papermill": { - "duration": 8.772409, - "end_time": "2022-03-01T13:05:24.351368", - "exception": false, - "start_time": "2022-03-01T13:05:15.578959", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=BOUNDARY not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - } - ], - "source": [ - "# also tried ftype='randoms'\n", - "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "bound = Table.read(fpath, 'BOUNDARY')" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "4a59ef0b", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:24.529969Z", - "iopub.status.busy": "2022-03-01T13:05:24.527997Z", - "iopub.status.idle": "2022-03-01T13:05:29.524749Z", - "shell.execute_reply": "2022-03-01T13:05:29.525632Z" - }, - "papermill": { - "duration": 5.10997, - "end_time": "2022-03-01T13:05:29.525909", - "exception": false, - "start_time": "2022-03-01T13:05:24.415939", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'DEC [deg.]')" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "pl.plot(rand['RANDOM_RA'][::10], rand['RANDOM_DEC'][::10], marker=',', lw=0.0, c='k')\n", - "pl.plot(bound['RANDOM_RA'], bound['RANDOM_DEC'], marker=',', lw=0.0, c='cyan')\n", - "pl.xlabel('RA [deg.]')\n", - "pl.ylabel('DEC [deg.]')" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "2e6f064c", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:29.706547Z", - "iopub.status.busy": "2022-03-01T13:05:29.705412Z", - "iopub.status.idle": "2022-03-01T13:05:32.845946Z", - "shell.execute_reply": "2022-03-01T13:05:32.845377Z" - }, - "papermill": { - "duration": 3.257718, - "end_time": "2022-03-01T13:05:32.846075", - "exception": false, - "start_time": "2022-03-01T13:05:29.588357", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'V')" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['V'], bins=100, histtype='step', color='k')\n", - "_ = pl.hist(bound['V'], bins=100, histtype='step', color='c')\n", - "\n", - "#_ = pl.hist(rand['V'][rand['IS_BOUNDARY'].astype(bool)], bins=100, histtype='step', color='c')\n", - "\n", - "pl.xlabel('V')" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "5bd0dc34", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:32.979064Z", - "iopub.status.busy": "2022-03-01T13:05:32.971459Z", - "iopub.status.idle": "2022-03-01T13:05:34.672252Z", - "shell.execute_reply": "2022-03-01T13:05:34.671396Z" - }, - "papermill": { - "duration": 1.788698, - "end_time": "2022-03-01T13:05:34.672491", - "exception": false, - "start_time": "2022-03-01T13:05:32.883793", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.0, 0.6)" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['Z'], bins=100, histtype='step', color='k')\n", - "\n", - "pl.axvline(300. / 2.9979e5, lw=0.5, c='k')\n", - "\n", - "pl.yscale('log')\n", - "pl.xlabel('$z$')\n", - "\n", - "pl.xlim(0.0, 0.6)" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "af02e2ae", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:34.807307Z", - "iopub.status.busy": "2022-03-01T13:05:34.806603Z", - "iopub.status.idle": "2022-03-01T13:05:37.512897Z", - "shell.execute_reply": "2022-03-01T13:05:37.511876Z" - }, - "papermill": { - "duration": 2.776573, - "end_time": "2022-03-01T13:05:37.513151", - "exception": false, - "start_time": "2022-03-01T13:05:34.736578", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "pos = np.c_[rand['ROTCARTESIAN_X'], rand['ROTCARTESIAN_Y'], rand['ROTCARTESIAN_Z']]\n", - "pos_bound = np.c_[bound['ROTCARTESIAN_X'], bound['ROTCARTESIAN_Y'], bound['ROTCARTESIAN_Z']]" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "a4fcf255", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:37.661899Z", - "iopub.status.busy": "2022-03-01T13:05:37.632529Z", - "iopub.status.idle": "2022-03-01T13:05:38.113886Z", - "shell.execute_reply": "2022-03-01T13:05:38.114720Z" - }, - "papermill": { - "duration": 0.536194, - "end_time": "2022-03-01T13:05:38.115011", - "exception": false, - "start_time": "2022-03-01T13:05:37.578817", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, '$y$')" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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fYy1oETP5E7OpmKFUgooXSkMghCCTySAej+taX6BVHCSTSQSDQfT19eH27dtlL4rnlTaiNBdnGeZlMhm4XK6yhnmX5TWvp7anlJiRJAmiKKo/oxjmmUwmOjGbUgAVLxTDUbxbotEodnZ2cPfuXd3W1pLm2d3dxfr6Ou7evQuPx1PxZ6l4oZSikmHe/Pw8BEEoMMyjkZfqKVUzky9mGIYpiMxQMXO5oeKFYij53i1KR4KeVErziKKIubk5yLKMiYkJTT4fjRYvSkRIFEW15dTn8zWVWyzlNKUM82KxGMLhMHZ2dpBOp+FyucCy7Lkb5hmJkSKtlJgRRbFgQCsVM5cXKl4ohlCqKFfvOURA+ZqXeDyOqakpDA4Ooq+vT/NFrZEFu0rh8O3bt2Gz2ZBIJNQJy0rLaSgUogZrLYAiUnw+H4aGhrCysgKWZRGLxU4Z5vl8PkM9ZhqJLMsNawmnYoaSD70iUnSnnHeLEeKlWBwQQrC9vY3t7W3cv38fLper6vX03mOxeJFlGfPz82rhMMuyyOVyBYefKIp4+fIleJ7H2toaWJYtMFi76B4irY6SZlLaskVRRCQSUV/PRhrmGcl5psdKiZlcLndKzOQPmaRi5uJAxQtFV5SBiqW8W/SOaihrKmJDFEVMT0/DZDJhYmKipgNB77RRschIpVIIBoPo7u5WC4clSTr1e8rd4xtvvAHgZPJvOBzG/v4+FhcXdfUkoRhD/mtiMpnQ3t6O9vZ2ACeGeeFwGIeHh6phnvJ66m2YZySNjLycBcMwBZ/5UmJGKf5V5jLRz03rQsULRRe0eLcYGXmJRqOYmZnB0NAQenp66l5PT5S/+eDgAMvLyyX9Zc7CYrGc8iRRZvgkEomq2ngpxnNWRMJsNqOzsxOdnZ0ATgzzwuEwdnd3EY/HW0acNnNhcikxIwiCOmRSmZitRGaomGktqHih1I1W7xYjUjIMw+Do6Ai7u7t466234HQ661pP7+iQst78/HzBGIJ6UTxJent7S7bxut1u+P1+BAIBWvx7DlT7HrJareju7kZ3dzeA0+LU4XCoYsbhcDTNIdtKYxDyxYzy+ihiRrnhKk4zUZoXKl4oNaO0MuaHZStdVPWOvAiCgM3NTbAsq9aO1IveAiuXy2FxcRF9fX0FYwj0pLiNV5ZlxONx8DyP6elpSJJU0MlEi38bQz2vdbE4VcTM2toaksnkKY+Z8xIzzRx5qUS+wy9QKGYEQQAAKmaaHHoVo9SEkk+WJElzuFXPqEY4HMbs7Cza2tpgNpsbbnqnhaOjI+zv7+PKlSsYGhrSZU0tsCwLr9cLr9eLoaEhSJKEaDQKnuexvr5eUCzq9XrpRdkA9DzUKxnmLS0tFUTa/H4/rFarLo97mdAiZpLJJDweD2w2GxUzTQAVL5SqyfduqSZPrIcwIIRgbW0NR0dHGBkZQTweRywWq2vNfPTYoyzLWFpaQjweR19fX12pLD0OQY7jEAgEEAgEABQWiy4tLcFisRQUi7binXSzYbT/SXGkTWmzn5ubgyAI8Hq9als2TRtWTykxs76+jmvXrqkF9krNjDLKgIqZxkLFC0Uz+Wmiegcq1kI2m8XU1BTcbjfGx8fBsiwSiURTzSLKZDIIBoNoa2vD6Ogo1tbWms5ht7hYNJPJqP4y8Xhcra8IBAK0+LcFYFm2rGHe9va2mjZUxMxFNcwzEiWdrKSQCCEghCCbzZ4qAM7vZqIYBxUvFE2U825pFKFQCPPz87hx44bqnQEY09pc63rHx8dYWFjArVu30NbWVvf+lN81+rm22Wzo6elRBxKmUimEw2GsrKwglUoVFP/SlIQ2zrMWpNgwT0kbKgXAF9Uwz2jy28JLeczkixlCSEG9DBUz+kPFC+VMak0T6QEhBMvLy4hEIhgdHT01AE/vIuBaCnbz9zg2NlZwwOshXhoJwzBwOp1wOp3o7+9XZ/jwPI/Z2Vl1jAG9i69MMxWyFqcNiw3zFLFDa6AqU8nTppSYUVyyFTiOK0gzNcv7o1Wh4oVSFi3eLUaipGACgQDGxsZKftjPe5BiNptFMBiEz+cruUct6zXzRSx/hs/Vq1dL3sXnF//Su/gTmkm8FFNsmCcIAiKRiFoDZTabW9Iwz2iqeU2pmDEeKl4oJZEkCclkEmaz+VzSREdHR1hcXMTt27fVO8ZS6B15qSZtpKSybt68qR4ExbRa5OUsSt3Fh8NhHB8fY2VlpWWdYi8zFovlQhjmGU09grScmEmn0wXFwVTMaIeKF0oBSlFuNpvFq1ev8PnPf76hHyKlUyeRSGgydDuPyAshBKurqwiFQiVTWXrtrxnFSzEmkwkdHR1qHVLxwWez2dR6mWYyVzOaZo68nEU1hnnN/v5sVhQxo4h7Kmaqh4oXikp+mkiJQDTyA5NKpTA1NYXOzk6MjIxo9o5pZM2LIAgIBoPweDwYGxs7M7JghKtwM5N/8OWbq62uriKVSsHlciEQCFz456SVxUsxxYZ5SkG38prOzMwUjKagVI8WMZM/MZuKGSpeKJ+i1eK/XpTDvPjQ39/fx8rKStVzfxoZeVGM8Yo7nozaXytEXipRylxN8SPJZDL48MMP1eJfv99Pi39bgPyC7t7eXnz88ccYHBxEOBzG4uIistksNczTgVJiJt+mAoDazWQymS7lxGwqXi45xRb/RtcoFNeUSJKEhYUFZLNZTExMVH2A6T2LqNQFoNgYr5q7y8ssXophGAZutxtutxsHBwcYHR1Vi3+3trYuVAvvRYq8lEOWZXAcp76mg4OD6mgKRejncrkLY5h3nq9nOTEjiqI6Xyo/zXQZxAwVL5eYWiz+60VJ83Ach2QyiWAwiN7eXty+fbumxzc6LSMIAqampuB0OlVjvGqg4qU8LMuqd+hAYQvv6uoqOI5T62Varfj3MoiXUn9j/miKq1evQpZlVaAqhnn5ArVV5mw12+ewVAGwImaU7+enmS6imGmNdw5Fd87Lu0URG7u7u1hfX8fdu3fh8XhqXk/vmpd8IpEIZmZmcP36dXR1ddW0xkUXIHpSqoU3HA5jb28PCwsLatdLIBCA0+ls6ovxZXjNtUyULhaokiQhEokgEolgfX0dAFqi1b6Sx0szUErMiKJYMDT3ookZKl4uGeft3cIwDObm5sAwDCYmJuq+8zJCHChzTPb39/Hw4UM4HI6a16KRl9qxWCzo6upShaNS/Lu+vo5kMgmn04lAINC0haKtfjichVIfVw0cx6GtrU11oFaibaFQCCsrK2q0zefzNZVhniRJTbMXLZQSM7lc7pSYyZ+Y3WrvVypeLhHnbfGv5MKHh4cxNDSky+PrHXnJ5XJIp9NIpVKYmJio+4KlVYA0woCv1Snuekkmk+B5vqBQVBEz511bcRnSRnpEI7Qa5gUCAbhcrnMTEEqqu1VhGKZg/6XETPGQyWZ//1LxcklQoi3VpIn0mq1DCMH29ja2t7fh9/vR2dmp2wdDzwM+Go1ienoaZrMZb775pi5rUgFiDAzz2WTl/EJRnuexs7Nz7rUVl0G8GPE3ljPM29nZKfAN8vl8DTXMa/a0UbWUEjOCIBQMmWRZFhaL5dyMSs+CipcLTj1povzi2loRRRHT09MwmUyYmJjA7OxsU02BBk6eo62tLezs7ODBgweYnJzUaXefrV8LVPhoJ79QVBlGGIlE1DQTwzAFtRVGH0SX4XVrhEAr9g1SJqCXMswz0gTxoomXYkqJmampKVy5ckWtLzObzWqaqRnEDBUvF5h6vVvqFS/RaBQzMzO4evUqent7C9bUi3o/QIq4MpvNmJiY0D00XE8rNxUvtVNcW5HL5RAOh9V0hMViKUhHGHEhPu+Lu9E0+kBnGOZMwzyXy2WIYd5FFy/FKI0VVqtV/bsFQYAgCPjjP/5jrK+v41d+5VfOdY9UvFxA9PJuqVVoEEKwsbGBvb09vPXWW3A6nXWvaQSxWAzT09MF4soIqAA5f8xmc0E6otQdfH7xrx6p0osuXs77b8w3zFMmoCsmiHob5rVawa4eKH9z/rgCADg+Pi4YMHleUPFywdDTu4VlWUiSVNXvCIKA6elp2Gw2fO5znzv1gdfbVK4W8mtw7t+/D5fLZdhj1XPBo5EX47DZbOjp6UFPT496B8/zPJaXl5HJZOo+9C7D63be0QiZELB517d8E8RShnmiKMLj8dTk6NzqBbu1IElSyb85kUgYes3UChUvFwi9vVuqjZIoF4lKvijnHXkRRRGzs7Nqq3YjLkhnHWTlXicqXhpD/h38wMAAZFlGIpEAz/PqoZc/xkBr8S+NvOhPNidh6SiJxcMk9mNZ/PUHPejylBaXxYZ5kiQhFovVZJh33kLtvCj1N6dSKfT19Z3Dbgqh4uUCYJR3i1ahUY19/nkOKozH45iamsLg4CD6+/sr/qxeF2YqQFoPlmXh8Xjg8XjUQ09xid3Y2ADDMOqhV85Y7bxTKo2gkQf6ynES35o6xB/MHp50wXAMZAL0eqz4qw96NK2heMjkOzorr6tS1F3udb2s4qUUqVSqoBTgvKDipcUhhIDnecRiMfT09Oh6wdQiXrLZLKampuB2uzXZ559X5GVnZwcbGxu4d+8e3G53xZ/Vq0U8f61KZDIZHB4ewufzFQg/KnyaA47jEAgEEAgEAJwU/0YiERwfH2NlZQUmk6lgjIGe759mxsi/8Tgh4Juvd7ETyeBzV/34je9tYiuchiABVg641+MBWMBlq32Yp8lkOlXUnf+65oudy1jzUg6aNqLUjVKUm81mEYlEdC86PUtohEIhzM/PVzVludE1L5IkYW5uDpIkaXb01VM0nLWW8hy2t7erRYZKioIQQsVLE2I2m9HR0aG+57PZLHiex/b2NuLxOOx2OwRBUF2AL6qIMUq8/MHMIb41c4jlwwQSWRF/NHcMUZKR+7T8TpCAw0QW/9Nfvon7/V7dHrf4dVXGU+zv7yMUCoHjOMiyDL/fr4rUi0y5a4/S1XXeUPHSghSniUwmkyHRjHLihRCC5eVlRCIRjI6Owmaz1b2mESQSCUxNTaG/vx/9/f2aLzaNEC+EEKyuriIUCmF0dBTAZ8+NEso+Pj5GNBpFe3s7AoFAU9mlUz7DarUWFP+m02l88sknWFtbQyqVKij+reaz0uzUk0qRCUFakOC0mpDIirCZWMSzEiwcg//weh+rxwmYORbxjIz8lgHm0//iWQn7MQEPWeMERP54is3NTQAnAmd7exuJREI1zPP7/RdOpFYSpoooP2+oeGkxSnm3GCUISq2byWQQDAYRCAQwNjZW9QfWqJqX4g9bPYMf9YwOlRIvuVwOwWAQLpdLfQ4FQVAfOz9U7fP5AKDAn0RJYVy0C+ZFgGEYOBwOWCwW3Lt3D4QQteNlfn4egiAUFP9W0/HSbNQSeUlmRaQECVO7cUzvxeEwc5jfi2HxKIWcROCxm7AXzSCRkUAAFPc6Wk0MHGYWFjODo6Sg299yFrIsw+FwoLOzs0CkFs/ayveYaeXPZrlOI+BEvJyVem8EVLy0CMXeLfndRBzHVd3SrIVi8XJ0dITFxUXcunVLzRPXsqbyN+hFfo2BJEmYn59HLperefCjkZEXZQRBfkdWucdSXC8DgYAays5kMuB5Xr1gKqZcgUDgQt3VXxQYhlGLf69cuVIQWdva2gIhBD6fT42stVI7bi2Rl9/80Q5WjpOIpXPgkzlkRQmH8SzS4qc/EM1W/H2b6eRmrcdjw5evB2rcefUU/62KSHU4HOjr6yswzFtZWVEjbkoBcDMODq3EWeKFpo0omjjLu8XoyIssy1haWkI8Hsf4+HhdQ++M2KsiEFKpFILBIHp6ejA4OFjznY+e0SFlb/neMg8ePNAcdi0WNjabDb29varDqGLKpdzVKxfLalp6KY0jP7IGlJ+qrBT/NnOakBCiaX/JrIiloxRi6Rxm9mKY2Y0hKciQJAKWBTgNH1MGAAEQy8pwWgC7iQNrYMqomLOEWiMN8xoBjbxQ6kaLd4uR4iWTyeDly5fo7OzE6OioLt4xehehsiyL/f19NU3k9dZXxKd35EWWZUxNTVXtLXPWc11sylWqpVc5CD0eT1MfhJeVUlOVeZ7H7u5uwSDCZqyrkGW5pEDOr2cBgD9eCuF3P9rB9F4CAEAIkFM+XhoDxgQnAgYAPFYTWJbBRxtRDPgbE9GoNsqkxTDP6/WqNxvNlj6sJF7S6XRTRJKoeGlS8tNEZ3m3GJU2SiQSODw8xIMHD9Q7xXrRW2jJsoxUKoW9vT1MTEzochHQU7woefGbN29WVTRcyz5KtfQq3RKLi4uwWq2qBX6zHYSUEywWizqIEDh5/5RKEzZDKqK45iWUFPDbH27j9XYcLiuHL19vg4kDvrNwjKm9BHI6fOy7nGb81K0O/NiQH9c7HPUvqJF6W6UrGeYp6UOlFuo8pqAXU0m8aI24GQ0VL02IMp5c60BFvQWBJElYWFhANBrF4OCgbsIF0Dclo6SJOI7DnTt3dLt70ev5PDg4wNLSElwuFwYGBmpaox4RVTzPp/ggVMLYgUCg6cPYlxW73Y6+vj61rqI4FZFvd19POrcWYhkRhxkBy4kQBEnG9E4cf7p4jI1wBqIEzO5GEM+ctDiLZy93JiwDZGWCbE7ElxpY7wLoPx6gHsO8RlBOvDSTdQMVL01GLRb/et5BJ5NJBINB9Pb2wu/3I51O67Y2oJ8wULpv7ty5g9XVVR129hn1Rl5kWcbi4iKSySQePnyI2dnZmvehJ8UHYakwdiAQaIo7P8ppSqUilLv3nZ0dtTtNKf418jXM5CR88DKET/YFiISAIYDDwuIw+VkE+DCp3w1Vp8uEqwEHjpM5fLwVw3fmj/CVW9q8pfTAaIfdagzzGpECrhR50WP0jB7QK1STYJTFfzUo7cV37tyB1+vF4eGh7umoemte8oWBUjysdx1NPeJFaSVva2vDyMgIRFGseS0jHXaLu2CUehklMqMUlrZC4ehlhWVZ+Hw++Hw+DA0NQZIkRCIRhMNhrK2tqd/Xu+ZpJ5LBN1/v4aPdDBJ5jYOJnL7XChsHZD5d0m7iML0XB8ew8DrMmNqN4ydvtINrUNFuo8cDVDLMW1xchMViUcWMEYZ5NPJC0US1aSK9EUURc3NzkGW5oL3YiELgetbMZDKYnJxER0cHbt68qT5PenvH1CoaeJ7H3NxcQSt5vQKkUReL4noZ5WKZXziq1Ms4HI6muPOiFMJxXMHduyAIiEQiBTVPyoHncrk0v4aze3H8zse7ePtmOw7iAn64HsbkTgwpfR0PTmHhgKx0Uqy7GTlpobaZJHxhqAMTV3xoYLPRuc82yjfMA06uhcqAScXVWc/C7nI1Ps1SrAtQ8XKuVPJuaRT5wwr7+voKHt+otuZa1lQ8Zm7fvq0esAp6R16qXY8QgvX1dRweHp5yHK5HvJznbKP8i2W+Idfq6qrqYaGInUbXWlC0YbFYTtU8hcNhbG5uIpFIVDRV+3/+8Rr2oll0uc343U/2ARDsxTKIZyTM7iXQCI/sjHgiXACAxcn/9jos6PbacJQU8I0fbuOdhz3w2Iw/xs5bvBRjs9lOuTrraZgnSVLJOrhmcdcFqHg5N4rTRI0WLfm+I+WGFTZD5EWWZSwvLyMWi2FsbKzkB+o8Iy+5XA7T09Ow2WwlB1PWK16agVKGXPF4HDzPY3p6uqDWwufztZTR2mXCbrfDbrerHkHJZBLhcBjLy8tYOkohIllxZ8CPtTiL53OHCCUFyDKQEk/ev9O7CaSzUkOECwAInz4Q8+n/IQSIpkX8p6kDjA560eG2Iic1ZjfNJl7yKfX5zH9t0+l01SMqyqWNFNHbDFDxcg6UsvjXA6123aIoYmZmBhzHVfQdOW/xkj+KoJLHjN771CqGYrEYpqenMTw8rLa2llqrFSMvlcivl1HaPiORCHiex+rqqpqCUooLm0WEUT6DYRhYbA7syyISNgdeJ4/wvdUQxKkE4hlSsjsontXfjkELBIBMAJeFASHAUUJAt8eMnxvra0jURaFV3scMw8DlcqldjqVGVJzVpVZOvNDIyyWlOE2kp5JXUh1nfcCi0ShmZmZw9erVM6dQGyVetBzIyrRlLaMI9D7ktay3vb2Nra0t3L9/31Cr7GYUL8WUqrVQjNbm5+fhcDjU4t9Wn/nS6kztxLATzeJBnwu/+ntz2IlkIMsyJAIks3LDoirVQgC81e9BKCUimhbR4bY1tOallSk1okKJnCpdavkeM2azuWxreLOMBgCoeGkYisX/J598grfeekv3CzjLshWNlAgh2NzcxO7uLt566y1N6vk8Ii+EEKysrCAcDpdNE5Vas1HiRZIktbh5fHz8zHbUel7nVj3k843W8me+LC8vI5PJwO12I5fLQRAEWi9jMDIhmNqNYyOUwp8u8XDbOLisJvz50jE2+TTimZM0EIOTupJmJpTIIZwWIYgyvvnJPjqcFnzxem0z1i4z+YZ5Spea4jGzubmpljQo4w7yr3G1iJdIJIIPPvgAPp8PKysrAIAnT54U/MzTp08xPDwMnucBAI8fPz5zXSpeGkC+d0sqlTLkUKokCpS6DKvVis997nOaIz6NLtjNZrMIBoPw+XxVTazWu+alnBhKpVKYnJxEX18fBgYGDBcXzZo2qobimS/KXV8oFML09DRkWW7ZwYTNTDIr4luzRzCzDH6wGsafrYZgZhhIBEjnJAhFGaBSE5ybCTMDbIRScNpYiIRFUpAwEGicw26rfw4rUdxpKIoiXr9+jXg8jv39fTAMg29/+9u4f/8+0ul01WmjX//1Xy8QK6Ojo/jggw9UgfL+++9jfHwc77zzjvr1s2fP1K/LQcWLgTTSu6XciADFhCx/irFWGhl5UdqMb9y4oXobVLOm3pGX4j0qpnh6zE6qhot20VTu+qxWq+qDkz+Y0GQyFfjLtGr06byIpnP40yUe63wS3/xkH3YzBz6ZRVYETCxAwECSP+viaRVEAkgSYJYY/PStAIbaXej30SnqRmAymWAymXDt2jVYLBbkcjksLi7i93//9/Hy5UswDAOr1Yqf+qmfwvj4+JnO5s+ePcO1a9dUsTI8PIznz5+rX3/wwQcF4ubRo0d48uQJFS/nRSXvFq2FtdVQLAoIIVhbW8PR0REePnwIh6P6uxQjJ0ArEEKwurqKUCh0qs24mjWN6jZSup30mKh91mNW2sdFpXgwYTabBc/zqn+F0vKp1MtQTnMQy2JyJ4a0IOHVVhQze3GEUzlEUiL4vNLbk+6d1nw/KYMZXRYOX7nZgc8PBxpmUGfE9brZyS/YNZvN+Pmf/3n8/M//PP7Vv/pXyGQyGBoawm/+5m/iF3/xF9HT04Nf+ZVfwaNHj0qu9fz5cwwPD6tfr66u4mtf+xoA4NWrV6d+PhAI4MWLF2fukYoXA1CiLaUs/rUW1lYLx3HqAZ7NZjE1NQW3212yfVcrRokXBUEQMDU1BZfLhbGxsabZpyIalDSW3+/HyMhIwy9gl0G8FGO1Wgv8K1KpFHieL5jlo3QyNdskXgWjX7NkVsTsfgJX2+zYj2bxz/5wCRvhDEBkyIQgIwIOMwuOBThAl4GIzYAMIJIR8Vs/2sHUbgJ/58cHYOaMr9Rp5jZpoyhXP5lMJjEwMICf+7mfw8/93M8BADY3Nytef/OFiyJW3nvvPQAnEfdi3y6fzwcAYBjGRwiJlFuXihcd0ZImUtI7en8YlIJdpUunlvRLqTWNuhAr6aw33nhDNdGqFSO6jRKJBNbW1nDz5k01KnAeXDbxkk9+vczAwIA6y4fneXUSr9Lu2Uz1Mka8ZnxSwGY4gzs9Lny4EcE3vr+J1VAaGUFC7tM0kBKdYAAkhZPOIRYnF3k9BiM2A4QAiWwOs/txHMSy6PcbH427jOIFKB0NLtUqPTg4eOZakUgE//7f/3v87u/+Ln7jN36j4N+LyRMzAQCnf+BTqHjRCa3eLYrI0PuukWEYbG1tIZvN1px+aQRKRGNxcREjIyO6pAL0FFmEEITDYTVNdJ6pissWqj6L/Fk+wEmEMxwOq8PrzGazmmKqxv7eCPR47OOEgOOEAJuJwf/83Q2kBAk3Ol0Ip7KY3CntcquIGAX50//YT/9/q2FhT/ZNZIBjgXu9LiSyMpaPEni5EaXixSDKvX8TiURJQ9Oz8Pl8ePz4MR4/fozR0VG8++67ePz4MXw+n9phpJD3NX9qoTyoeKmTar1b8tM7epHJZHB4eFh1l06jyeVymJqaAiGkrnRWMXrVvIiiiKmpKeRyOVy5cqWhwqVUKvEypo2qwWQyFQyvU+a95NvfK10UjRTz9aaFJZmAYYB//YMtfLQRxlY4A0mS4bJxmNqOIpKt/r3eisIFODGnAznphLKxwJWAE59sR5HOydjkU43ZwyUUL+WuO6lUqqZWaeWGAwDeffddVbwEAoFT0Rfl60opI4CKl7pQvFskSdLslKtEXvRCmfkTCATQ0dHRtMIlGo1ienoa169fRyaT0d2gTxGPtaLMeFJ8D/Sepl0LVLxUR/G8l2QyCZ7nsbCwgGw2C6/Xq44wMLJeplbxssWn8J2FY6zzGVhNDGb34lgLpZH51J4/nTz/92SjEfPe/gwAV+YQHRYWbTYL7vc2xizNiDR/M1PpmlOtw+6LFy/w6NEjhMPhAgGjMDIycurfeZ7H22+/febaVLzUSL53SzUW/+Vammt5/KWlJcTjcYyNjWF3d1f3iI4eKOZ4e3t7ateTYlSkF/Ue8ru7u1hfX1fdcnd3dyGKzVElQMVLbeRbpA8ODkKWZUSjUfA8j83NTQAo8Jc5r8Pp9XYUiwdJpAQJv/NqD8eJDBgwYBggkyMovqrYTIwqZi4bV9od2GccSCOFqy4W7sQmPvpoEz6fT3WHNaLuqZzb7EWl0t+bTCarShuNjY3hvffeKxAoz58/L2iDfvz4cYGvy/Pnz/Huu++euTYVL1VSr3eLHuIllUphamoKHR0d6swfvUSRnuSb442Pjxt2Aai120iWZczNzSGXy2FiYkJ1kjyviEfxHXuzRtFaEZZl1eJe4OS9GYlEVP8eq9Wq1ss4nc66nnutkZdwKof/GDzEy40wbCYGsiwhJwEsQ8p2CHW6zNiMCDXvrVXxWlmYWAb/ZfEYJo7Dvd5OvPXwGhgiq3O11tbWCl5nj8ejiyi9bGmjcnONgOoddn0+H772ta/h6dOnqsPu8PBwga/LkydP8PTpUzx79gyrq6u4du3amR4vABUvVVHJu0Ur9da8HBwcYHl5GW+++aZ6IQb0T0fVizK0cGhoCD09Pae+r2e7eC1iI5VKIRgMoqenB4ODg6dEQyOjWMp7qfhvoGkj4zCbzQX1Mul0GuFwGOvr6+oFWmnJrrZeptJ7eyOUwuR2FN+aO8KAzw5BlBBO5ZASJLitHBhUbm2+jMIFABKCjKndJGQAZiKh3WVBVpThshb6BAmCgHA4jP39fSwuLuoiSql4+YxqIy/ASWpoZGSk4s8ordPVQMWLRpSi3GrTRMXUKjIkSVJz96XM0vSo+yiFcpBr/fASQrC1tYWdnZ2yM5T09rqptttIqRO6c+dOyTxsM4mGZtnHRcdut8Nut6O3txeEECQSCfA8r07hVVITfr//zHlWQOmoWTSdw3//m68RSYuwmRlM78QRcJqQzUmQCcCnm+fmo9mQ8j4GkgT8wewR7BYTfm6sr+DnLBYLurq6VDdxRZRubGyoRdzVmh5eRvFS7u/NZDKa5s01AipezkBvi/9a0jvJZBLBYBC9vb24fft2yQujUWkjJSWj5e8WRREzMzPgOA4TExNl1Xs1a2pBa6SEEILl5WVEo9GKbrnnIV7S6TQsFkvBc0bTRucDwzBwu91wu924cuVKweC6jY0NMAyjHoClUhPKe+cokcW/+2gXyayEu71uzO7FEU6LIABSOYJUTkIkc/KZtZsZpHNUqGqBANiNZCHJZz9fxaI0mUwiHA6rpodut1uNsJW7HlxG8VJJoDfLc0HFSwW0erdUQ7X1GUox6Z07dyrO1DHCDbeadZVunatXr6K3t7fizxoxSPGs9QRBQDAYhNfrVeuEKu1Pb/FSLtJECMHS0hKOj48hyzKsVmvBkDQaeTl/igfX5XK5U6mJrNkNv8+LlMzhP7zawcJOHPLLaRwkBCSzIn5/cg/D7Q747SZEM2JBJAEAFS5nwAJgGMBmYuG0sBgIOPDVO9WZW+YXcSumh/F4HDzPY2dnB5IkFRT/Kgd4pTTKRaRc5KXZxiRQ8VKCYu8WvYQLcHIh1JLekSQJc3NzkCSpoJi0HEbVvGgRBtvb29jc3FS7dfRYsxrOEhuRSAQzMzOaXYeN2l/xe6hYUAEnYVme57G6uop4PA6O4+B2uyveGVIai9lsRmdnJzo7O5HJSTgIx/E//8ka1kN72IpKULI/LJMExwLZT7+e3kvCxOCUcKFUxsKedFll5ZPP0mCbA//taC/8jvra3ZUhoV6vV7VIiEQiau2TEmGTJKlpTT+NoJJYayYBQ8VLEfkOsDdu3DBkBlEmk6n4M0oUY2BgAP39/Zr2YIT5HVD5IBdFEbOzswCgSWBpWVPPPea3aVfj5mvEuIHi9RTfG2U8gtJ2b7fb0dfXh76+PvA8j93dXaRSKezs7ECWZTVdcZ7tvZeZnUgGJpYBywA/WOWxHs5gK5zGSlTCUQogDAOWJZDkE48Sseh+4pJ2OdeFIAOSQGDigDYnhy63FdvhDDKiDLtZv4gIx3Foa2tDW1sbgM8ibFtbWzg8PEQoFGoaB2cjKSdelAxEs0DFSx6Kd4ssywiFQoa8UJVEBiEEOzs72NzcxL1796qq6m502iiRSKgCq6+vr6rnqhGRF1EUMT09DbPZjImJiaoOeqPFy/b2Nra2tvDgwYOKhk8sy8JisWBoaAhDQ0OqHX5+e6+SznA4HE11YbmIHMQy+L/+wSIiaQEswwAECCVyCKdzAMiJNT8BJLlVZzc3F/kjDSScFOpKhIHTasJP3WjTVbiUQomwpdNp2Gw2eL3eAgdnh8Oh1svY7fYL8/kr5/OSSqWqMqgzGipeUJgmUjxTjKJceie/2PVzn/tc1XswqmC3lNhS6nCqFVgKeg98LF4vkUggGAxqqr9pxP4U8aL4yoiiiPHx8TMjVcWip9gOP51OqymmdDqtqfiQoh1CCI6TAqLpHLI5Gd98vY+5/QRSggi3zQynmUU4nUOW5oEMQQZgYgqjVYmMiOWjJELJHK7VN3dW+z4+LdgtdnBOpVIIh8NYXl5GJpMpaK9vlo6cWihXsFutu67RXHrxood3SzWUEhnRaBQzMzM1H7ZAYyIvSh2OKIpVpYmK0btgN3+9vb09rK2t1SyslPX0Fi/pdBpzc3Po7u4+5StTK/kpJkKIOnGZpphqI5EVEUrm4LFy2IpkcJwQ8I0fbkGSCQSR4CiRBUAgy0A4mUPkYtxoNzX5wsVlBjKijL1oGia2cU9+qQLW/Inn/f39kGVZba+fnZ2FKIrwer1Vtdc3C5IklRRfVLw0EbVa/NdDfiRDqcnY3d0t64lSy7p6oggDpV27r68PAwMDdT1XRtW8zM7OIpvN1iWsAP3FVS6XQzAYxJ07dwqMBbXsQ6uIYhimoPhQSTEdHR3RFJMGvjVziH/zwy10ua3o8lghyQQmjkEoISCcEtHmNCGeEQsN5GjApWGcpJBYcAxBu8uKgNO42VTFaBkPwLIsPB4PPB4Prl69WtBenz+Owu/3w+v1NnX3UrmaF8Unp1m4lOJFb++WalDSRvnW+ZU8UapdV284jsPR0RFCodCZ7dpa0Vu8ZLNZhMNhXLt2rawPTjXoFXkhhGB9fR3pdBpjY2NVP3f17KNcimltbQ3JZBIej0eNzFzmFBOfFPCdhWPsR7MQZYKFwwTm9uOIpnKQcTIMMCMBCYEayJ0nVjMDQZTht5vxVq8bK8cpXG1zNOSxa/F5KdVeH4lEcHx8jJWVFZhMJvXz53a7m+pmopx4qWWitJFcOvGiNU1UrbOsVpRuow8//BDXrl1Dd3e3LusakTbKL1weHx/XbRKvnns9Pj7G/Pw87HY7rl69qsuaeogXpWDYarXC6/WemQM32hivOMUUj8cRCoUwPT2tppgUf4uLnGJKCRLsZhYMw+DVVhS/93oPs3sJuG0cut1WvIqkkRBoSKXZUHxwJCIjnJHwVp+nYY+txzlQPI5CueHa3t5GIpGAzWZT62XOOzJKIy9NRrXeLUptip4XckKI+mb9whe+AIdDvzsHvYtMldk/FosFvb29ugkXQJ+DmhCClZUVhMNhPHjwQG3Z1oN691dcMPzJJ5/UJNaMEjQMw6ghbiXFlH9XaLFY1AtpvUMKm4mZ3Tj+/atdSDLBzS4X/mQphKWDOCIZmWaAWoSUIGEnktbkrqsXRtzEWq1WdHd3o7u7G4SQguL7VCqlejvVMlurXsqJl2qHMhrNpRAvxWkirb4pkiTpdmgLgoCpqSk4HA44nU5dhYveKMMf79y5g0gkontEp97Ii/Jcut1ujI6OghCie/dSrfs7ODjAyspKXQXDCo0aU2AyFQ63Kx5SqHQxtVqK6c9XePxoPYyrAQfu97nxa783g72YAEIA+/wxrrTZkRSpcGkVGJyUGUXTOSweJtHlaUxHj9HjARiGgcPhgMPhQH9/f8nZWvnFv3reSJaCipcmoVaLfz1bj0OhEObn53Hjxg20t7fjBz/4gS7r6o0sy1hYWEA6nVZn/8RisaYSL8XmbsDJvhvp2FsKQggWFxeRSCROpdiaadCjFornwSgW6kqKyefzqV1MzVJ4SAjB4mES7S4L2pwWxDIi/mjuCD9Y4cEwgM9hxnEyB0JODsBMTsbKYRJC44aHU+qEAWBiWZjYk5Tfjw37G9J11OjxAMWztWRZVot/t7a2QAgpGGOg996oeDlnitNEtRRc1StelNQGz/MYHR1taovpdDqNYDCIzs5O3Lp1SxV5RhQC1yJelGnVu7u7ePjwYUHkqhGOuJUQBAGTk5Pw+/0YGRk5JZBr3V8ziJ78FNPVq1dPpZjMZrMalWl0iokQgr1oBr0+O1ZDKfz2hzvo89lgM7P4k8VjWE0swskcBALsxz8byWFhT1xbqXBpHRgAHisDm4WD3cxhN5pBJifBZTX+CDvvwYwsy6pRFwDqZ1BJM3EcV1D8W+9eK4kX5YaxGbiQ4oUQglwuB0mSam6Brle8ZDIZTE1NwefzYXx8vKnrBhTH1jfffPNUKy/LsppmMVVDtfU5yhgClmUxPj5+6oOl93Nbzf6USFCluUmtLF6KKU4xKbOYziPF9Js/3MJ/CO7DxDC41eHA9zYicJpOjOMSAuCwsChVe0tFS+tBAKQEgmTupAvsJ64HGiJcgPMXL8UUfwYFQUA4HMbu7i7i8bhqi1BrzVq5+UXU58Vg9PJuqUe8HB0dYXFxEbdu3VLnZDQjsixjaWlJTXWUOmyM6GJiGEbzc5s/hqC/v1/XfZRDq2hQbP6LI0G1rteK2Gw29Pb2NjTF9L0VHnP7Cfy7j3ZxmBAAAItHaQBACJ+9r5JUpVwIlCu4QAAQIJrKYWY/AUGUYTE1RlQ0882nxWJBV1cXurq6AHxmi6DcULhcLjVyo2W+W7m/Vbk5aRYujHjR27ulFvGiiIF4PI6xsbGGW0RX096dyWQQDAbR1tZWMtWhYIR40RrN2d/fx+rqKu7evQuPp3GtkWeZ1CmGeLIsa/LouUiRl0pUk2LS+ncdxrMIOC0QRBmTOzFIMsE//dYi+KQAmTBqESfl4kLwab0LTkYG9Hit+MnrgYYJl1aj2BYhmUyC53ksLi4im82qHk/lxoiU+2zSmhcDMMLiv1rxotSMdHR0YHR09Mw9GDFaXBEaZ4mX4+NjLCws4Pbt26qJ0llr6slZaxYXDhtdXV9MJdGQTqcxOTmJnp4ezTb/l0W8FFMpxZRKpTA7O1syxbQVTiOazuE3f7SNRFbEgz4PYmkBwd0E0jkZO1EBBIDTRGBhgSwNsFx4GAZod5kQy8rgGAZffqN5I9rNBMMwcLlccLlcGBwchCzLiMViCIfD2NnZgSRJBcW/lZzJadpIZ5Roi94W/9WIF6W1uFTNSCmUw1vvKvGzRAEhBMvLy4hEIpojQ40WL5lMBpOTk6cKhxtJucdUusa0vs7567WyCNGL/BTThx9+iP7+/lMpJr/fj/84FcPkbgwfbUSRk4EP1yNgwUCUCViWUSMtSfFc/xxKA7GwQDglIicBaZFgcieOn7rZusMPzwuWZeHz+eDz+TA0NARJkhCJRFRrBIZhIAgCIpEIPB5PwY1wrWmjp0+fAgBevnyJ8fFxvPfee6e+Pzw8DJ7nAQCPHz/WtG7Lihclv84wDMxmsyFOuGelNmRZxvz8PDKZTNmakXJrGyFeKgmubDaLYDAIv9+PsbGxqlrGjah5KXWYK+JAS0SokRBCsLa2huPj45rSgZc18lIJhmEgcja42nvR2TuAya0wFqMxzM9v4NvLCUSzUOcInTjzk5PaBzrB+VIiSoDTysFtY/BWnwejg/WPKdHKRf0MAifX97a2NrU2UzEn3d/fx+LiIvb39/H69Ws8evSoprTRu+++i69//evq16OjowCgCpj3338f4+PjeOedd9Svnz17pn5diZYUL4p3y/LyMnp7e6u6C9aKYuNfjmQyiampKfT09FQ9T0dpP9Y7HVIuoqGIgps3b6oh/HrXrIfiNQkhWF1dRSgUarqWclEUMTU1BZvNhrGxsZpEshYRUur9c5HFi0wI/pfgPoI7cRAi4wdrEeQkAisHJMrcMxAANNhyOZEAsCzwRocL//Cr1+G2NSaVfFE/f+XgOA52ux23bt0CAOzt7WFjYwP//J//c8zMzOAXfuEX8DM/8zP4yle+guHh4YrnXiQSgc/nK/i3d999F0+ePFHFywcffIAnT56o33/06BGePHmiSby0VMWTUpSbzWYhyzJMJpMhwwiBylGM3d1dTE5O4vbt27hy5UrVqQ09DfCK1y0WBcvLy1hZWcHo6GjVwgXQf8IyUChecrkcXr16BVEUMTY21lTCJZFI4MMPP0RXVxdu375dc3SvHhFykS6eokzwzU/28NsfbuO7Wzl8/c838GIhhP+yGEYqR5CTywsXyuXGwp2MBvhwI4L/w29PNuxzQQhpqjZpoyn2eOnp6cHf+3t/D7/7u7+Lnp4e/ON//I+RyWTwq7/6q3jw4AH+9t/+20in0yXX4nkeT58+xerqasG/K1+/evXq1O8EAgG8ePFC015bJvJSyrul0eJFkiTMzc1BkiRMTExULG46a229BQFQaCgnCAKCwSA8Hk/NEQPAmL0q4iUWi2F6ehrXrl1T2/yahVwuh2AweK42/83cnlkNe9EM/m/fXkZSkDEUsGFyN471IwnpTz9eF0eeUYyABeC0soinZUgEWDhI4Ttzh3j7TeOvGc3m8WI0ldyEGYbB3bt3ce/ePfzSL/0SRFHEJ598UvaGc3h4GB9//DGGh4fVf3v+/DnefvttACfiprg8QInUlIraFNMS4qWcd4tREYxSa8fj8QK/kXoOFqP2rYiCcDiM2dnZisZp1a6pJwzDIJFIYGZmBm+99ZYuFeyKQKj3wFfa3XO5HL7whS/oktq7bDUv8YyI3w/uY4vP4EvX/Xgxf4zvLvMAAWIpOwSJIPPp25/FSfsrhVKM0gZPAEgS4LZziKUlWEwsmAYJCiNqE5uZcuKl1LXVZDJhfHy84nojIyPq/45EInjx4gU+/vhj9etiFDHD83xri5ezvFs4joMoGpMFVwQGIQQ7OzvY3NzU5S4cMMZyX1l3Z2cHqVQKIyMjmgyJtKyp514lScLy8jKy2Sy++MUv6nZhUNJb9ayn2PwHAgHY7XbdapK0ipBSF4hWEy9TOzFsRzIIbkexcpzCUTyDmb0YxE8VyvJRGibus2gLFS6UcpC8/5/MyvC5TOj12uCxm9DpasyAUEmSaOTlU+q9OfzZn/1ZfOc731EjMT6fT+0wUlC+1tKw0bTiRYt3C8dxyGazhjy+0m0UDAbBsmxdaaJSa+stXgRBwMHBAVwuF8bHx3X7wOkZeUkmk+r8JAC63tFUO3KgmGKb/4ODA932dpHTRosHCfze6z1ca3fih+sRBLcjiGREWFgGCYFg7ShdUGSbI4BEq24pVSIBSGdFpLMS0rkcXu3Eca/f+I4jmjb67N/reR7ef/99PHnypCASEwgETkVflK/PiroATSpelIGKZ3m3mEwmJJNJQ/aQSqUQDodx584d9Pb26rq23qmYSCSCmZkZ+P1+tLe36/ph02uvihfO3bt3YbVaS4YM66GewuKtrS1sb2+fafNfKxcxbcQnBfzG9zbxRzOHCGdE+GwccjIQ/TQflPn0vrnUK0KjLZRqcVkYeGwcQkkR8YwE4WgDS0tpTeZq9UDFywn1uOs+e/YMjx49UoXLq1evMDIygpGRkVMihed5tSbmLJpOvCiFucDZk6CNiGAQQrC5uYnd3V04HA7dhQug374JIdjY2MD+/j4ePnyIo6Mj3Z8PvWpIEokEJiYmYDab1YiantQSeVEKsLXa/NdKq3cb5SQZM3txDPrt8DvM+Dc/3Mb318KY3IoiLZ7sL5yW4LE13eWEckFICAQeGwuPzQyWBfquDiEQMKvmasrkZb0mKytQ8XJCre66L168UAWJMgn7d37nd1Qh8/jx4wJfl+fPn+Pdd9/VtHbTXW2U2hYtF229u41yuRymp6dhtVoxPj6ODz/8ULe189FDvCh7tdlsmJiYAMuyhhTX1kO5+Un1pnhKUW3kRbH57+3txcDAgKEpmlrX1tMxuhZykow/Xgzh917vIZISMXHVC7uZxR/NHiGUzKnCRSGeofkginE4rBwEicBmYjG1m8BPv3lNNVcrnqxss9nU0RN2u73mz9FlrHkpVetXi3iJRCJ49OgRABQIknwPlydPnuDp06d49uwZVldXce3aNU0eL0ATihdA+52qnpEXJfVy7do1dHd367JmOTiOgyAINf++Up9RvFcja4Cqhed5zM3NlZysbZTxnVZBpMx2OsvmX8/5U2f9valUCrlcDi6Xq+AxzyvyshfN4DiRxf/ru+vYi2Rg4hhsh1PISSd3oplc4d9DCE0HUYyDANiPZmG3cDAxwFFcwHY4jattJ2ne/MnKhBB1svLKygrS6TTcbrcamdHqhA7QbiOFRCJRddrI5/Npun4VjwvQSlOKF63o0W1ECMH6+joODw8Nq3koptYOnvyU1oMHD04p4WaIvOQ/n+Xcco0wvtOyZjU2/3q1XgNnpz/39vawuroKq9WKdDoNj8eDtrY2Q5yjy/Hhehh/tsJjbi8OmTCIpAUcJXJIZkXI5MQRV5BODhGOkU+59FPhQjESBgDLMPDbTOgN2PH5IR/6fKX9RRiGgcPhgMPhQH9/P2RZRjweV+doKcMIA4EAfD5fRXFC00YnNNtQRuACiJd6Ii+CIGBqakr3Dp2zqGXfoihienoaZrO5bH3GeYuX/FRWpefTiFTIWZEXxebfbrdrMu3Tu1i21Oui1AMlk0mMjY2pjxeLxcDzPLa2tpBOp7G6uoq2tjZ4PB7dnrvjhIDvr4awG80ikhKxFU5jK5JBOJlFTpKRzhUKEpL3dm2CMhzKJYD59D/gRDTbLRx6/Xa886AHX7oe0PxZYFkWXq8XXq8XQ0NDEEUR0WgUPM9jdXUVJpOpoF4mf10qXk6g4kUjWt+UJpOp5siLMu9HDyO3aqlWZChOtFevXq1YQGykad9ZKHscHh42PO1WikqRl0QigWAwiKGhIfT09GheTy/xUmotxVPG7/fj4cOH6ryu/KmvAPCjH/0ITqcTu7u7mJ+fh8PhQFtbGwKBQNWjFAghCCVzaHOa8dFmBL/1ox0cxLPw202IpEWE0+XfO3KZ/02hGIliUscAiGdyuN3lxGCg9hoW4OTcyB9GmM1mEQ6Hsb29jXg8DofDgUAgAL/ffylrXsqJFz08zvSkKcWLVmop/CSEYGVlBTzPnzkEUDkQjZhYrUVkEEKwvb2N7e1t3L9//8yco5GRl0oplO3tbWxtbWnao1GUey/s7+9jdXW1aoNBPYuKi4VVLBbD1NQU3njjDdXzptLv5ufyk8mkWk8kiqLm8DcATO7E8O25Y3S7LThOZrFylIJIgERGgkijKZQmJP9tabdy2Ilm8d1lHj67GT6HPiaSVqsV3d3d6O7uBiEEqVQKPM9jeXkZsVhMNaz0+/1V1cu0IuXEGo28nDOZTAZTU1Pw+XyaUgfKXJ/zEC+iKGJ2dhYMw2hu4zVKvJSr/8hvNR4fHzfMa0ELxQJBlmUsLi4ilUphfHy8ardcPety8iMve3t7WFtbK1mzVO538/+3y+WCy+XC4OAgJElS2w+V8LcSlckxFmQlAreVw/fXwvjuUgjbkQwWD1NwmBkMtdlUwUKFC6UZyX9bsgD6PHaYOQYmhoHTapytgdPphNPpxMDAADY2NiBJElKpFHZ2diDLsnrD4PV6L1wxryRJJa/jyWQSHo/nHHZUnksjXo6OjrC4uFiy+6UcSkGw3ofyWcMOlTlKV65cQV9fX1XrGjkzKV/EpVIpBIPBhrQaayE/UpLNZhEMBhEIBPDw4cOa9qZ32kiWZSwsLCCVSlXl1lxpDxzHFYS/M5kMeJ7H2toans1EERFNiOU4hDInwfe9WBYZEYhlgBAd30xpIRgGiGZyiGVEXG13wMw1braR2+1GR0eHWi8TiURwfHyMlZUVmEwmtSW7uFOwFakUeTHC86wemlK86PkGUIoi4/H4mR0mxRgpBsqtu7Ozg42NjZrmKBkVeSkWW4eHh1haWsLdu3fh9Rpv0a0FRSAoLe/11jLpKV4kScL29jZ6e3vx4MEDwy5wnNmC2ZgZz6ZkLOwDkbQAjgGy5PQAxByNtlBaCJEA2+EMElkJD/s9GB30wmoyXsAU37SZTCa0t7ejvb0dwMmNklJcH4/H4XQ61eJfPWbLNZpymYZ6HHaNoinFS7WUq8dIp9MIBoPo6OjA6Oho1YfGWRGSWikliiRJwuzsLAghNc9RMkq8KOsSQrC0tIRYLIbx8fGmyv8yDIPDw0PEYjFdWt71Ei+xWAyrq6vw+Xy4fv16Tfs4i/1YBqFkDn++wuM/Tx/gMC4gKZy8D5SUEC2ypbQ6hAApQcR/njnC54cDuN5hfA3GWWUDVqsVPT096OnpUWvSwuEwFhcXkc1m4fV64ff74ff7dRv0aiTljDFTqRQVL3qjuOwWH/bKLJ2zjMgqYdTU6mJRlEgkMDU1hf7+fvT399d8Z25kpCidTmNqagp+v78mIVgKvXxUJEnC0dERTCaTbjb/eghBpb7l6tWr6siLaikloL4zf4wX80fgUwLcVg7htAivjUMoJcLCMTCzJ90ZNLhCuUjYzIDn00Ldfp/2CHo9VFPzmF+TNjAwAFmWC2wPCCFqVMbr9bZUFxMt2NVINQdacV2KLMuYn59HJpOpOzpglBjILwbd3d3F+vo67t69W3dBlFGRF8W/5fbt22q4tF70MoFTam/sdju6urp0K6CrJ/KiFAun02lMTEyA5/maHZWP0zLWQin0+2zY5NP4h/9pAYv7CYjyyaTdgj3js7ZSKlwoFwkWgEQYdHus+D99ZRg2c2OOrnpapYttD0RRRDgcVtPuFotFbclu9nqZWhx2jaYpxUs15AuMZDKJYDCInp4e3L59u+43g9HdOzMzM8jlcjWniYrRe7/K4Md4PI67d+/qJlyA0kXA1aLY/N+5cweRSERXU7laxYvi3xIIBHDz5k01DFvLWuGUgN+ay8G6voB2twUrRylshNIQyWfmXfmQov9PoVwUZAAWjsFhPIvfe72HX/zyEBwW4zt99BwPYDKZ0NHRodbiKQX2m5ubqjhQIjPVejjpQaVrFPV5MQAlbaREMO7cuaNbEWk9JniVSCaTSKVSGBgY0LVTR0/lrjj6KjND9M7X1iO0CCFYXV0Fz/NqEXYsFjt38VLOv0XLWvmvXVaU8cPVMP7X4D4WQgRg47BwQC4HKO9GKlAoFx0WgNPCIJUjkAngsJhgYhl8fzWC//puCrd7jD9MjXTYtdls6O3tRW9vb4GH0/z8PARBgNfrVSMzjbChqPS30poXjVRzCDMMg6WlJXAcp1sEQ8GItJFimmaz2TA4OKjr2nqhtGorjr7z8/PnOkgxn1wuh6mpKTgcDoyOjqofNr3nJVW7v0r+LeXEy+J+HKGkgHAqh5wkYWo7CoZl0O+z4fde72P+IHnygzIg0opbyiVDBmBiGVg5QJBO2v3NLAuHhcOAvzGdPI0aD1Ds4STLsjrCYGNjAwzDqIW/RtXLlHPXBWi3ke4kEgkcHh6iu7sbt27d0j1nyLKsbpEXxedDqcV5+fKlLuvqjRLBynfLNSJ9VovYUERVqREELMvWXBRbz/6K61tKied88SJKMgSJYPEgjv/7t5exHU4iLQJWE4NkVkBOBBiOQY72MlMoSOVkMAwDMwcIIoFsYTDU7oCJa0x9yHnNNmJZVhUrwMlNW369jNVqVVNMTqdTt8aHcuIll8s1VXcp0KLihRCCnZ0dbG5uoqurC36/35BiJ5PJhGw2W/c6SlFpscjSq9tGD2RZxtzcXMkaHCPES7VrKpGNciMI9B6kqGW9UvUtldbKSTK+/t017McykGSCpaMEiCwjI8pIZPKcbmUqXCgUQKntIgDDwGZh8bDfgy8MB8CxF1u8FGM2m9HZ2ammo9PpNMLhMNbX19WoiGKWV42XWT6VxEsz0pTipdKBLooiZmZmwLIsJiYmsLOzY0hdCqCPz4uilO/cuaNWnQOfHd7N8GZJp9OYnJxET08PBgcHTz3/5yletEQ2lPUaKV60zCeSZIL9WAZWmWAvnkNkI4znc4c4jGaQkwnSORks++mUZqpXKJRTCBLgtXPw281w2TmshlIwm1jc7/eg22N8uzQhpCnESzF2ux12u12tl0kkEuB5HrOzsxBFUa2X8fl8mkspyomXZrrJzqcpxUs5Sk1XNnKScj1pI+XQTSaTJVu2lX0bIV6qebMpYxMq+eEYJV7OEhvZbBaTk5Nob2+vGNkAGlvzoqTWiutbZJngo80I4pkc7GYOHMvgW9P7WDqIIRxPIyZGcFRsy38+Q8CbAKWpm0IpjwwgnJaQlQjsGQ5tThMOYllEUrmGiJdWgGEYuN1uuN1uXLlyBZIkqfUy6+vrYBhGLfz1eDxlxVil86gZBUzTipf8O19CCDY3N7G7u4u33nqr4MAwmUw1e2ichdLJVC35zr7lDl2j3Hu1RnQIIVheXkYkEjnTD+c8Ii+Kzf/Nmzc1tWg3IvJSLgoUS+fgsZsRSgr40VoYa0cJZCQJs3sJRJJZSAAYGeDYS6tUStBcF0JKc5MWZPhsJpg4Fn0+O+wNaJNuVTiOU1NIwEl6OxKJYH9/H4uLi7DZbGq9jMPhUM+ncuLFiPl+etB8OypCMUizWq0l3VONjLzUIjC0RDKAyvON6kFLREcQBASDQXi9XoyNjZ2pqPUsXFYoFykhhGBrawu7u7sYGRnRPB9E78hL8Xql6lvSgoTncwf43goPBsBWOIWjhACvzYTl4yRSwon4MbMnZSw2EweIVMBQKNViZYBkVgTHMRgdcONKoPXmBp0XFouloF4mlUohHA5jdXUVqVQKbrcbgUAAoiiWPDdqddd99uwZXr58iSdPnpz63tOnTzE8PAye5wEAjx8/rnr9phYvyt33tWvXTnWXKBhl4Q9UJzBkWcby8rLmuT9GT4AuRy2DCzmO07WTByi9T0mS1Hqm8fHxqlJqekeH8iMv+fUtbe0d+M78EUwcC5YBXswf4XvLR0gIn8USih1uc59uK5qhwoVCqRYOJ/5GYk5GLpHDH84e4+3bpevMKGfjcDjgcDjQ19cHQgji8Th4nsf+/j5kWUY2m1Vbss1mMxKJRFXi5cWLF3j16hWeP3+O4eHhU99///33MT4+jnfeeUf9+tmzZ+rXWmla8bK+vo79/f0zh+wZGXnRalKXyWQQDAbR1tamee5Po8WLknrb29urenBhI9JGqVQKk5OT6O/vx8DAQNXrGdVtlF/fYrXZ8QfT+3i5Hsb1DhcEUcJH6xGkP9V11OGWQtEfAsDMAd0uG0wcg1tdzTVjp5VhGAYej0etheE4DjabDeFwGP/gH/wDLCws4OHDhyCEaE4fvf3223j77bcRCoUQiUROff+DDz4oiMY8evQIT548uTjixe12Y2Bg4MxKb6NccAFth7ZiUX/r1i20tbXpunYtlBJFSoeWMriw2up5I1Jc+TUqSqqtuCOr1vX0QCYEHy1sQiAc/upPTAAMi0g6h/9lcg/rx0m83opgK5JBSqDucRSKkcgAWIbBQJsdFhOLL9/Qb0xJxceV5aYrUjUSSZJgt9vR1taGtrY2/MZv/AZ2dnbwW7/1W/j+97+P0dFRDA8P49GjR3j06BGuX79e9fPz6tWrU/8WCATw4sWLqvfbtOKlvb1d0+FudM1LubXzC14Vi3q91q6HYlGUSCQQDAZx5coV9PX16bKmHjAMA0mSsLKyAp7n6x6iqWfNSzabxf/vRxv46IjAZHXgv+xNI5LOgQEwvx9DghrIUSgNgQVg5QC/wwK7mUUkLeLVVhTD7Q7DvV6axeOlUZQaQtnX14cf//EfRywWw7/8l/8SS0tLeP78Od577z08fPgQ/+gf/aOqHoPnebWQWEG5YY1EIlXdvDateNGq6IwUL+X2kM1mEQwG4fP5NBW8lsLobiPgM2O3e/fu1TVUywjxQgjB2toa2tvbC2z+a6WeyIsoyQjuxJDJSeh3Af/w915j8oggIwEmNoEtawYZQUSalqxQKA1HkIDjeBbzDAHLMlg5TiInyeBYYzuOLqN4KZUWUgp2GYbBjRs3cOPGDfziL/5iTY9RKo2kiBme5y+GeNGKkeKlFDzPY25uTnMLbzmM7DbK5XKYnZ1FNpvVZd6T3uIlHo9ja2tLbSXXg2ojL1t8Cl67GSzL4E8Xj/Gfp/bhYHNwSgmsJzlkJBEEJ8W2sYwIiQZbKJSGo3yiJRngUyL6fDa80eGCzdyYidKXTbyU+nv1nGvk8/nUDiMF5eviiMxZtLx40bvWoRzKJONQKITR0dG6R5YbJboUL5K+vj7cvn1bl5ytnuJFiQb19/frOiujmvfB9E4M3/xkF24rh6OEgLXjJHb4BJLCycWKZQg4fOYfR4ULhXI+5HfujXWb8c5oN37sRmM6jS6beCnnD6bnROlAIHAq+qJ8XW29Y9OKl2YqlBIEAVNTU3C5XBgbG9PlDc1xnC5zk/I5Pj7G/v4+BgYGMDQ0pNu6eoiX/MGUExMTODw81NVcUEvk5fVWFH+6eIxENoc/XTxCOieBAYGTlZDIAikJ+Oxe73TLM4VCMR4rB2Tz7uvM7EnkZeY4h8j3NvC7P1rHX7/jxs3+Dvj9fs1eUNVy2cRLOX+wRCJRdVSkHCMjI6dECs/zePvtt6teq2nFS7MgiiJevnxZcYZNLegZzSCEYGVlBeFwGAMDA7p/mOvda77NvzKYspF2/qIkI54R8QfT+/jhKo81PgVB/OxnQ2XWpMKFQmk8+cKFABBlwMQCYFnAYofVZYXDH4Ak5bC4uIhsNgufz1f1LJ+zaLVBhfVS7u9NJpMYHBzU7XEeP35c4Ovy/PlzvPvuu1WvQ8VLGQghWF9fhyAI+PznP69b2ExBr7RRflRodHQU29vb5z4BOp9wOIzZ2dlTreRGmMqVWu/lRhj/6+QepnaiOEoISGRyEIzprKdQKAZAANhMDAb9dvwPX7yCj7digNmKgYFuDAwMQJZlRCIRdcoyy7Lw+/1oa2uD2+2uOYpPIy8nVFvz8urVK7x48QLPnj0Dz/O4du0a3n77bYyMjAAAnjx5gqdPn+LZs2dYXV3FtWvXqvZ4AZpYvFTzhlMOLr3eaLlcDlNTU7Db7fD5fDCbzbqsm48e4iUajWJ6erogKtQoN9yzyDfFK2Xzr7d4KY68bPIpvFwP419/bwPbkTQkQiBJ+UkhCoXSCnAMwLEMZDA4SAhoc1lg4T671rMse2qWD8/z2NnZQSwWg8PhUL9fTVT6sokXoPS5W23Ny8jICEZGRvDee++V/ZlK39NK04qXalAGKOrxRlPs869fv46uri588sknhnUF1Xp4K/N/dnZ2TrnlGtHWXO1etdj8GzFIMX+PP1zl8QfT+9gKpyBIJ/UrLKh4oVBaDnKSMYqlctgKZ/BX7nei31/eIdxisaC7uxvd3d0ghCCVSoHneTXF5PV61SnLlVJMl1G8lKLW2UZGcyHEixLFqCdCQgjBxsbGqZEERprJ1bJuvjBo1KDKaupTFJv/gYEB9Pf367KmFvLHAyQyIrw2EzI5GaZPxVyOUOFCobQkDOCzWTAy6MVgwI4Ot/ZOT4Zh4HQ64XQ61RRTNBoFz/PY2NhQU0yBQAAej6cg8kDFywmJREL3sgk9uDDipZ4RAcWTq/PfsEaJl1rWTSaTCAaDFYWBUW64WlBs/u/evQuv11vxZ42oeQGAbT6FX3sWxHYkg+E2BziGgBriUiiti4kFXFYOMiGQCYHVVLugUMSK3+8HcJJiCofD2N3dxcLCAux2u5piumwFu+Ui4clksi6TU6NoWvFSTc1LPQIjGo1iZmYGQ0ND6Onp0XXtSlR7eO/v72N1dRV3796Fx+PRbV09yO920mrzr/c+dyMZrEYkzM4cYGYvgZwMHCdjaJ6GewqFUi0cAJ/dhKNkDumdOPZjWYwOeNHv16ej0mKxoKurC11dXadSTIlEAna7HVar9cwUU6tTKcqUSqWoeDGKWoYz5teNvPXWW2VzeucdeVFM51KpFMbHx89MjTXacTiXyyEYDKoeOFpFp541L/GMiP88vY9vzmURFtaRy9NENOhCobQuLisDM8cgmRVhYgg2eQkvFo7xNz9f/eT5syhOMW1sbEAURcRisVMpJrfbfaFSSpWiTLTmxUCqPbCVKcscx5WsG6lnba1oWTeTySAYDKK9vR03b97UJAwaGXmJx+OYmprCtWvX0NXVVdXv6rVPUZLx/3i+hI82wjhIAGm5WQcQEYDGgSiUqohnCWLZk6GoDqsJJoZBNK1vN2U5CCFwu91qJ2d+iqmeLqZmpJJ4KTfz6Lxpvh19ilFpI+XAvXr1Knp7e3VduxryC0xLEQqFMD8/f8of5SwaJV52d3exvr6O+/fv11TMpUfB7g9XefzTP1zA6nESYrNqFhUqXCiUalGuEASAiSFw2Uy41t6YKEBxKqVSiqmaLqZmpJx4IYQ0ldt9Pq31DJdBaZWuBCEEOzs72NraqurANVK8lEKZtnx8fFzTDCWj00aKzX+9Qx/rFVk/WOXxje+vY+0oCZG2EVEoFxbF5iCSlmE1yxAbMMsOqFwHclYXE8MwalSmFVJMlaxGmlXANLV4OSs6oXCWMZsoipidnQXDMBgfH6/qwOU4TtcZPJVQzPEcDkfNM5SMjLwoaayOjg7V5r9Wat3ncSKLH6zw+HcvtzC7Fyuob6FQKBcHFgDHAgE7A4fVAr/DgoGADbJEkM5JsBs8WbqabqNKXUytkGJq1tRQJVprt2XgOA6ZTKbk9xKJBILBIAYHByv6jlRauxEFsLFYDNPT0zXVj+RjlHiRZRkfffQRbt++XVUaqxy1FOx+uB7GH80eYHIrirm9OERajUuhXFgIAIYAfJrAaib43471QiRAUpCQyIiGi5d6fF5aLcVULvIiCIKm7tHz4PyfNR0o122k1GXcu3ev5lavRoiX7e1tbG1tVex60ore+1Vs/jOZDD73uc/p1jJXbc1LIpvDb/9wEy83IkgJIhUuFMoFh3z6nyQDfCqHb80d47++04nR6z50uK2GP75eJnWtkGKqNNeoGTuNgCYXL9WkjfIPbEmSMDc3B0mS6qrLKLW2nhBCMDU1BULImV1PWtEzNylJEqanp2EymeD1enVV4NVEXlaOEpjZiWJqNwo+1ZhOAwqFcv5YTAwCTjMsHAcWBBvhNL5yq70hj22Uw25xiimXy4Hneezu7iIejxcY5TUqxVROvCQSCSpejCRfYCgutH19fRgYGKj7MDdKvCSTSaRSKfT392NwcLDpCqKKbf5fvXrVcPM7APjz5WM8/fYSwkkBRwkqXCiUSwUh+OmbHfA4zbjW7oRMgJQgwWk1/uhq1HgAs9l87ikmWZZ1mSjdSC6EeFG6jfb29rC2tnamC201GCFeDg4OsLy8DJfLhZ6enqYTLoeHh1haWiqw+W+kf8xOOI3JnSiuBBxYOUxiP5JCNEvzRBTKZSMjAh9uRfGFIT/6fTb8wcwhtsJp/Pefq75+sVrOYzyAlhST3+9HW1ubrikmURRLRnlSqRSNvNSC1kOdYRhEIhEQQjS50FaDnuJFlmUsLS0hkUhgfHwc09PTDXXDPQtCCJaXlxGNRk/Z/DdKvIRTAv4/f7aGqZ0Yerw27ISpcKFQLhsuE5AST3xediIZpAQJC4cJfLwZw9WAvSHdRs0wmLFUiknpYlJSTIrrrzJMuBbKRV5o2shAlPQGwzB48OCB7lEMvcRLNpvF5OQk2traMDIyAoZhap4sbQSKzb/b7cbo6Oip57FR4sVh5rAbzWCLT2I9lESaTlW8oFDHYUp5EiLAMYCFPRnMmMjk8CeLPAJOE/7CzTbDhQvQnP4mZrMZnZ2d6OzsBCEE6XQaPM9jeXkZmUwGXq9XFTvV3MRXqnmhaSMDUNIvd+7cUX1c9EYP8cLzPObm5k655XIcZ5ggqOaDp6VNuxHiRZIJdiJppLMiEgIVLReb5joUKM2HRAA7x0CUgT9dDqPfb8ejW+348hv1WzVopdnESz4Mw8DhcMDhcKC/vx+yLCMWi4HneWxubqoppkAgAI/HUzGKVKnbiIqXGij3xlFcXtPpNCYmJnRNE2ndgxYIIVhfX8fh4WFJt1yjRw9o2fvu7i42NjbObNM2Umgp/NsfbWJ2N45sk0SjKBTK+eIwc4hmRAgSAKTQ7m5Oz5FmgGVZ+Hw++Hw+DA8Pqymm/f19LC4uwmazqV1MxSmmcuIllUpR8aIX6XQawWAQnZ2ddbu8Gkkul8P09DRsNhvGx8dLql6jBIEiiiopbVmWMT8/D0EQNLkOG53iimdEzO7G8WozAlGkXUUUymXGwgL3el2YO0hCJoDTwqDbY4UsAzIhYJv0ut9MnJVi8ng8ahdTpbSRMpiy2Wgp8aJ0wbz55ptqAVMzogx/HBoaQk9PT9mfM0oQnJXiyWQymJycRGdnJ27fvn2u06qVCJHbdpLLDm4eYz9FIy8UymWFAdDmsuBOjxtzBwmwBPjJN9owOuhDNJ3DfiyLXm91M98uO5VSTFtbW0gkEtje3kZ7e3tBikmvtNHTp08xPDwMnucBAI8fP657zaYWL8qhWtylU84srRkKrHZ2drC5ualp+KNRaaNK65arvzkLI8SLsqYyP8qd2EI4JdJ5RRTKJYYA4JMC+HQOBAxEEHy8FcVBXECv14aRQS8VL3WSn2ICgJcvX8LlcmF/fx/T09N4+vQpvvSlL+H4+LjubqP3338f4+PjeOedd9Svnz17pn5d899Q1283gEwmg48++ghmsxkjIyNlhYvRBaVnucEqbrTHx8cYHx/XpFaNEi+lngul/mZpaQmjo6NVzycyUrxEo1G8fPkSN4avguFO9HRj3RUoFEozkZWAuZ0oZJnAxAKprIRYRoTLZoLPblyNo0K1c9cuAt3d3bh16xa+8IUv4J/9s38GQgi+973v4Zd/+ZfxC7/wC/jmN7+JcDhc9boffPBBgVB59OgRvv71r9e936aOvMTjcXz88ce4ffs2AoFAxZ9VhIARpkLK2uXqQlKpFILBIHp7e6ty9TVKcBWvK4oiZmZmYDKZytbfVLumHrAsi93dXezu7uLhw4cIZQCfw4ycJMNt5bAXp7UvFMplZSWcg40DZBmQiIxoKgdCCNpdxhftNoPHy3nBsizu3r2Lu3fvYm1tDX/37/5diKKIb3/72/gX/+JfAAD+7b/9txgaGjpzrVevXp36t0AggBcvXtS9z6YWLy6Xq2KaKB9lOKMREzAriRelDufOnTtqCK6adbPZrE67LFy3eFzC4OAg+vr6al6TZVnkcvqJCVmWkUwmwTCMWjCckrP4S3e7sHSYwJ8sHuv2WBQKpTWRCAAWkGQG4XQOP1yNYP1BCje7jO2AucziJZ9kMgmfz4dbt27hi1/8Iv7JP/knCIfDmutgeJ4/FXhQzslIJFL1mZlPU4sXlmU1ixEjByiWWpsQgqWlJcRiMc0Cq9S6RkZeFGF17969uscl6Bl5UQz7OI7DrVu3VFHod1hwpd2J767wyNKaXQrl0uMyA1azGQ4rB1EiGGq343pH7U6yWinnOHtRKZcmSyaTcLvdBf9WTbNMJBI59W+KmOF5/uKKl2popHjJZrMIBoPw+/0l3Wi1YlS3EcMw2N7eRi6Xq1lYFaOXeIlGo5iensaNGzewu7tb8KERRBkzOzEcxbNwfGoPTqFQLh8mAAyLk+J9IQczcrjVZsbffMsFIZs1fNryWVYTF4lKjS71dhv5fD61w0hB+fqsUpCzuDDiRRnOaAT54iUcDmN2dhY3btxAR0eHbuvqhSAIODg4KGvzXyt6iBelE+vhw4dwOBzY398vWHM3mkE4JcBtNSGS1D+dRqFQmh8WgM16EpUWZQKbjUWONSEkWrAVzUJOLUAQBPh8PtWnRO8oyWVKG1USaqlUqq6ZSYFA4FT0Rfm6nqgL0OTipZqDl+M4iKIxt+rK2uvr6zg4OMDIyIguyl9v8RKLxTA1NaVOHdWzbbwe8aI4Imez2QJDPJZlCyIvB7EMBvwORNIiNo+TuuybQqG0FjKAbE4Ci0/bYQmLLrcFTpsJIdmBv/TgJiRJQjQaRSgUwtraGkwmEwKBANra2uB0Ouu+9l028VKuGUWW5TMNTCsxMjJySqTwPI+333675jUVmlq8AJ9Z3Z+FkWkjhmGwvLwMj8dTc7dOKfSsI1GiGg8ePMDx8bFhbc3VoqTY2traTjkiMwxTsObEVT+6PTZEMjm82mCREajhC4VyGVG8nmwmICFIOIhm8RfeCGB0wAfg5HqvWN0DJ9eZUCiE9fV1tU5D+X4tafPLJl5K/a16+aY9fvy4wNfl+fPnePfdd+tet+nFi1aMEi/xeBy7u7vo6urCm2++qevaeuy5lM1/OBzW/bmoRbwo9S03b95Ee3v7mWuaOBbHSQE/XA0jK8owMYB4+ewWKBTKp5gYgGGAuCDhKCHgjc7ShmlWqxW9vb3o7e0FIQTxeByhUAhTU1MghKjR6LMGFCpcJvFSqThZDwHz5MkTPH36FM+ePcPq6iquXbtWt0EdcIHEi8lk0r3teHd3F+vr6+jr66sr71eOeruNFJv/rq6uApt/vduager3WlzfUopSgmjQb4PXzsHEMshQ5UKhXGpyEnCt3Y7taBYfbcbx0WYEXxiuXOjJMAw8Hg88Hg+GhoZKDihsa2tDIBAom/6/TAW75fzR9DTqe++993RbS6Hpxct5pI3yoxkTExPY399vuI3/WSg2/6UM/IxowdYaealm4GNxzQsATO3G4bKaQHCS+6ZQKJcXSQbSoowBvx1OK4sfrUcw4LdjwK+95rB4QGEqlQLP81hcXEQ2m1ULf30+n3q9ukyt0uXEiyAIsNmadwxD04sXrejVbZROpzE5OYnu7m41mqHM3tGbWlqlCSHY2NjAwcEBRkdHS765jGjB1rKm4t/S3t6uaeBjsSCSZYI/nDnA7G5clz1TKJTWhGMBKwcQGYhncxgZ9KLDaYHfaUY9WQyGYeB0OuF0OjEwMABZlhGJRMDzfEHhLxUvJxOl651rZCQXRrzo0W10dHSExcXFU1OrjZxBVE1oThRFTE9Pw2KxVCwcNnIOUTnOqm8pRXHBrigT7EYySOVkmNiT6bI0cUShXD5MAHLiSc2bmJLw0UYUnx/246t3O9Hv08/jhWXZU4W/PM9je3sb2WwWiUSirsLfVoCKl3OmHoFBCMHy8jIikUhJUzcjO5m0Uo3NvxH7rSRetNS3aFkznZNg4QCXhUVWIqDShUK5nNhMLFI5GQSAzcKgw2WB12bCUJux7rpWqxU9PT0QRREcx8HlcoHneUxPT0OWZfj9fgQCAXi93gtTE1NOvNRrUGc0TS9etFY613pgC4KAYDAIr9eLsbGxko933uLl8PAQy8vLuHv3riab/0ZFXqqpb9Gy5vx+HIIMOKwcQuEclS4UyiUlKsiwcoCTZeCzm/FGpxOZnIw/XjzGT92szxxUC5IkwWq1qoW/V69ehSiKCIfDODg4wNLSEmw2mxqVMaKho1FIklQyqpRKpWjkpREogxmrIRKJYGZmBm+88QY6OzvL/tx5iRdlflI8HsfY2JjmsKURNS/FhdPV1reUorgr6m6vBz832o8/XjjEJp/RZd8UCqU1ESWgw2WCTIDvLoVwrcMBE8c2RLyUapU2mUzo6OhAR0cHCCFIp9MIhUJYWlpCNpuF1+tVHX/rMXZrNDRtdM5UIzAIIdjc3MTe3p6mVMd5iJf8iNDIyEjVbsN6R17yH7+W+pZya+YLIqfVhF6fFUcJAVaOzjaiUC47iexJy3KbwwKP3YKfulHfPBytnOXzwjAMHA4HHA7HqcLf9fV11USvra0NLpdLV7dzvakkXmjaqA60vuhaUyWiKGJmZgYmkwnj4+OaKsqNFi/FRkCKODgrIlQOI9JGCrXWt5SieJ8rR0n8qz/fwNRuDCKdKk2hXEpMgGqVEM/IsJsJWIZg7IoHt7vdZ/y2PlRrUleu8Hdzc1MVAYq3TLMV/tKal3NGi8hJJBIIBoO4cuXKmUWv+TRiYrUSZtze3sbW1hYePHhQc8jOiP3KsoxMJoOjo6Oa6ltKUSxePDYTzCYWDACZFrxQKJcSEYCDA9ISIAFgGAKREISTYl1t0tVQr8OuUvjb09OjOv42a+EvFS9Nzt7eHtbW1nDv3j243dWpdyPFi3KAy7KMubk5iKJYtzjQO/Ki1LcwDIO33nrLsEnVHW4r/sKNdhxEM2rxLoVCuXykPr3cnhypDAhh8F/d6YCZa8xBr+d4gHzH3/zC38PDw6Yo/K0kXnp7exu+H600vXjRYzrowsICMpkMxsfHYTabG76HSnAch1QqhYWFBXR1deHKlSt1P55WV2It5Ne3LC4uGj6p2mLi4LJxdKYRhXLJ4QCYWCAjEkiyjD+aPcSPDQXwZo/xqSMjZxvlF/4CUB1/l5eXkclkGl74W068pFIpGnlpJPn1I8rsn87OzlMTjZsFURQxNTWFu3fvFhjj1YNef6eSwlLqWxYXF3VZV6GUyPrqnU78ycIRmu+VolAojcIEwGFl0e60gGUZ+Gwc5vYSIIRpiHgpd6AbgVL429/fD1mWEY1GwfM8NjY2Cmpp3G63IWcYTRs1Afn1I8fHx1hYWCg5+6cZIIRgfX0diUQC9+/f10246EEl/xa9xqQDpSMv8ayIdT4JC8cgTcMvFMqlRAQQz8qQiYAvDPtxJWCHxcTip2/X3t1YDec1VZplWfj9fvU8EAQBPM9ja2tLLfxVxIzVatXlMcv9rclkkrZK10O1LcKiKGJjYwM8z2NsbEy3F1hP8m3+u7q6mmqGhlLf0tHRccq/RWnB1mu/pcSLiWUQS4vIUuFCoVxqCICEIOOjjQiOEwJ+8ctXMBhoTE3IeYmXYiwWC7q7u9Hd3Q1CCBKJBEKhEGZmZiBJklr46/P5at5vuRtSGnlpICzLqt4oo6Ojur/59Ig6KB1PV69eRW9vLxYWFs599IDCWf4tivmdkeLFbTPjjS4ndqMZyDKdb0ShXGYYAFlJxux+Ak++vYJ//Tfc8Nqrr1uslmYRL/kwDAO32w23260W/kYiERwdHWF5eRlWq1X1lrHb7ZrPqnI/l0wmq25uaSQXRrxEo1GEw2Fcu3YNV69e1X394pbmWjg4OMDKykqBzb8RhnK1UFzfUgq9u5jKFRb/xTs9mNyKIZbO0Y4jCuUSwuLkpoUBwBICs5kDGAaLB3GMX21MGUAz1kjmYzKZ0N7ert5oKo6/SuGvx+NBW1tbzYW/NPJSJ2e9gQgh2Nraws7ODtrb2+H1eg3ZRz3iJd/mv7jjyQgrfwUtdw/VzCfSW7yUW+9L1wP45A0XNg5j+MGeRDuPKJRLhnJVIAAECRjwmtHrtWKdz2BkkIBjm1tYnAd2ux39/f1lC3/9fj/a2toKCn8rdaVS8WIgkiRhZmYGLMtiYmICy8vLhpvJVYti8+/z+Ura/BvlIaNEdCqJl0r1LaVohHiRJAkby/PwWwgWzC6YuBgYmSBHIzAUyqWDAcAxQCQtocdLcL/PQ4WLBsoV/m5vbyMej8PpdKKtrQ0+n6/sdT+dTsNut+uyn2fPnuHly5d48uTJqe89ffoUw8PD4HkeAPD48WNNa7aEeCmVXkgmkwgGgxgYGEB/fz+A2oYzaqUWkaHUkNy4cUPt6S+1rhFpo7OERi3ziYwWL5lMBq9fv0ZfXx96RBZW/hBDbU7EMyIcFg6LR0ndHptCoTQvJpx0HAGAy2aCw8bBbTOh3dVc1vqtQqnCX57nMTs7i2QyieXl5VOFv4SQuusbX7x4gVevXuH58+cYHh4+9f33338f4+PjeOedd9Svnz17pn5diZYQL8Xs7+9jdXW1oHYEaIyNv1a01JAApycr60Wl/WrdWzFGipdwOIzZ2Vm8+eab8Pv96O0j+Ok3O/EHUwf4199fx2EiA44BJJpColAuNAwAEwdI0olJHccy6Pfa4LGasBZKoc1JBUw95Bf+dnV1YWFhAT6fD8fHx/jN3/xNfOtb38JP/uRPwmKx1N2k8vbbb+Ptt99GKBRCJBI59f0PPvigIBrz6NEjPHny5OKJF1mWsbi4iFQqVdIt12Qynbt4kWUZs7OzkGUZExMTZypXowRXKaGh1LfkcjlNe9OyZj0oEbXt7W1sb29jZGREDVNyLAO3zYy/dL8bwd0oXswdqsKFdiBRKBcXpc4FAHIyIMkEXrsZLpsJXW7jrS/0cidvBZQ6TqXw98aNG/jqV7+K//Sf/hN2dnbw8OFDfP7zn8fP/MzP4Ctf+YquNaWvXr069W+BQAAvXrzQ9PvN1QtWBoZhkMlk8NFHH8FiseDhw4clbf4Vnxcj0CIy0uk0Xr58CbfbjXv37p3rxOpioZHNZvHRRx/Bbrfj/v37NYUD9RYvhBBkMhmEQiGMj4+XzK9G0znE0iJyeZMaL8+lhUK5nMg4+ZyzAFxWE+73uXGtwwlfA9qk9TTibHZKWV/cunULv/qrv4qOjg589NFH+Bt/42/gk08+wVe/+lX8rb/1t3R7bJ7nTxnI+nw+ACgZpSmmJSIvoVAIs7OzuHXrFtra2sr+3HmmjUKhEObn59W0h1b0FgQK+fuNRCKYmZmpqr6lFHruVRAEddjj/fv3y14svHYzRq74ML0dRTIr6PLYFAql+WEAeGwsxq764Hda0ee1wmk13tCzkaMBzptyf2smk4HD4YDZbMYXv/hFfPGLX8T/+D/+j8hms7o9dimBoogZnudVIVOOlhAv8Xgco6OjsNlsFX/uPMSLYvN/dHRUk6Ov0ZGXWutbKq1ZL/F4HFNTU3jjjTewtLRU8S7HZTXhL93txrenD3CQEGjNC4VySbBxQL+DIM4f4fcOI/ibn+sHg9YeythslBMviUSi5HlhtVrPjIqcJTryf07pMFJQvtYy0qclxMvQ0JCmA77R3UbKUEWbzYaxsbGa3vBGdRsxDIO1tTWYTKaa6ltKoYd4UYz67t+/D5fLhaWlpTN/J+Aw47/7/ADW/mAB0ZQI2jVNoVx8shJwJHAQUmZwRMbr1T2YoltwuVxoa2tDIBCAxaJ/8S4VL1DnKBWjtDyfRamW6GICgcApIaR8rUUAtYR40YrRkRdB+CxtUWzzXytGmNRls1kcHBzA7/fj3r17hg5S1AohBCsrK4hGoyWLrSth4li0u6xwWTlEUsaIUwqF0lzIAI4TIjx2E94aCOB/8/l+9Pts6nyf6elpyLKsWuK73W5dRAcVL+WHMr7zzjuaOoG0MDIyckqk8DyPt99+W9PvU/FSw9pKq/a9e/fqnv2g956V+pZAIID29nZdC89qjRIpESqHw1HSqE8LFhOLoXYnjhICMjmaO6JQLgMuK4OH/T78Dz9xBYFPW6Tz5/vkcjmEw2Hs7u4iHo/D4XCoYqbWobyXTbyUclVPpVINcdd9/Phxga/L8+fP8e6772r63QslXoxulRZFEQsLC0gkElVHDyqtq9ee8+tbDg8PdX8uWJatOi2XSqUwOTmJK1eu1BWhejjgwy98aQh7kQzWQynquEuhXDBYnBTpKp1GAOCxmeCxm/DHiyH81be6T7nrms1mdHZ2orOzE4QQJJNJ1XxNFEXVEt/r9WoWJLIsX6qC3VIiL5FIlIy8VMurV6/w4sULPHv2DDzP49q1a3j77bcxMjIC4CS99PTpUzx79gyrq6u4du2a5shOS4gXrXfqRrZKy7KMg4MD9Pf31xw9KIUedSSl/FuMqKWpNsWldGDdvXu3oj+A1tbEN3s88DrMsEYZ5ISTyxv1fKFQLgalrlbHqRxezB+h22PHg34PrnWUP1AZhoHL5YLL5cLg4KA6dfnw8BBLS0uw2WxqrUwl23tJki5V5KVc2kiPyMvIyAhGRkbw3nvvlf2ZSt+rREuIF62wLGuIwVA0GsX8/DwcDgeuX7+u69r17rncfCIjnHu1Ci1CCDY3N7G/v39mB5ZiVKdFvIgywciAD4lMDuuhFDKf6lS7CciIVMRQKBcN5RLW7bagz1e527SYfPM1Qog6dXlxcRGCIMDn86mW+PkH+GVLG5X6W5t9KCNwwcSLEWxtbWF7extvvvkmNjc3z3s7BSj1LaX8bziOQyaT0fXxtIgXWZYxMzMDhmEwPj5+5kVAWVPLxcJtM+HdnxjCf/OwB//0W4uY3IoinpVUEUOhUFobJZLKfXovwwHo99rAciyezx/hq3e6YKphMCPDMHA4HHA4HBgYGIAkSYhEIuB5Hqurq7BYLGqtzGUTL6VqXsoV7DYTLSFezsPtUJIkzM3NqTb/oigaVk9TC2f5txhhfnfWmplMBpOTk+ju7sbg4KCm163afbqsJrisLvzLr72Fn/9XLzF3kND8uxQKpXmxcgwsHJAQCCRyImCcdhYTV30I7iawH8simRXh1cFll+M4tLW1qTd96XQaPM9jeXkZiUQCVqsVLpcLfr//Qte/VIq8DAwMnMOOtNMS4qXRpNNpTE5Oore3FwMDA2pqoxnEiyzLmJubgyiKFf1bGi1elCnVZ7kgV7NmJewWDr/26A38n39/GocJ/QdbUiiUxuIwEYjyZ+lfiZxEYrYiacQzIvp9dl2ESynsdjv6+vrQ19eHnZ0dJJNJRCIR1StLqZVxOp0XanSALMs08tIsMAxTV9jv+PgYCwsLp2z+jWzD1kp+fcvVq1crfoiM2G85obG7u4uNjY2aXHzrEVlfeqMNPzc+gP/vh1uIpnMFFz4KhdJahEs4z0fTMia34hjqcGK4vT6HcK3Isgy3242enh4AJ9fdUCiE9fV1pFIpeDweBAIBBAKBkgd/KyGKYtnIS702IEbTEs98NUpXObSrFS+EEKytreH4+LhkkanRavusotVK9S2laETkhRCChYUFpNNpjI+P1/RBVqJatfLfPOiB08Iik5Pxb36wjnCa9lBTKBcBBgDLAg4Lh6+N9OJmV2MKSItvfq1WK3p7e9Hb2wtZlhGLxcDzPDY3N8GyrFor43K5Wi4qU64tnEZezgFFvFTjwaKYqNnt9ppt/utB2XO5w7+W+URGR15yuRwmJyfh8/nw4MGDmj+09YqsHp8dbU4rvr9yBCJR4UKhXBRcFmAg4MSVNgc2winc6HIaljbKp1LknmVZ+Hw++Hw+DA8PQxAEVcgkEgm43W41xaSHD5jRlPtbabfROVDtoa3Y/A8NDalhwkZTTrxorW8phZGRF+U5u3btGrq6unRZsx4W9sL4o5lDsCx1faFQLgpOqxnjV3yQJRkpQcYmn8a9vvMVL8VYLBZ0d3eju7sbhBDE43GEQiFsb28DgJpe8ng8TRmVKbcnmjbSiWpe9GqGM+pp818PpQzlstksXr9+jc7OzjPrW0phlHjJZDIIBoO6PWf17nNvbw9s4hgmE4d07vwLqikUij7EMiIkUUJKIni9HUUyK2Go3QGX1dhjq9aaSYZh4PF44PF4MDQ0hFwuB57nsbu7i/n5eTidTjUqU+vogkbRqPEA9dAS4qUatEReZFnG0tISkslk1Tb/Wg3VqqHYubba+pZS6J02IoRgY2MD6XQaP/ETP6HbNNdaa14IIVheXkY8Hscv/dUvYPf35/Bf5g8hSDTyQqG0MhwACYAoETyfP0Kn146A04yMKEMQZcDgc1+v8QBmsxldXV3o6upSRxeEQiHMzMxAlmV1dIHH42k6X5lyU6WbiZYRL1oPubPmG2WzWQSDQQQCATx8+LCmYmC9K8zzhYZS3zIyMlLRwvos9Iy8iKKI6elpWCwWOBwOXcfQ17LP/EGPymv4/s+8gUgqh082eWQl0NlHFEqLIgGwMCezjsAwyOZk3Oly4S/f71KHMxr6+AaMB8gfXXDlyhWIoohwOIz9/X0sLi7CbrerURmbrTon4VqpdJ5mMpmG7aNWWka8aKXSfCMlonHjxg10dHTUtLYR4kUZeDgzM1NTfUu5NfUQL+l0Gq9fv8bAwAD6+/vx/e9/v+4186l2n8p+BgcH0dfXp/57h9uGf/Hf3sf/8bd/gE92s6DOLxRK6yIQwMoy8Ngt+KmbAbS5rWh3NSbV0giHXZPJhI6ODnR0dIAQglQqpc6Cy+Vy8Pv96ugCo/ZSbq4RcCK2mi0aVMyFFC/FkRdCCLa3t7Gzs1OTF0mltfWAEIK5uTn09/fjypUruqSl9FiD53nMzc3hzp078Pl8da9XimrESzgcxuzsbNn9uG0mdLosYDkBNubkrkIZHUBLeSmU1oEDwIAgJ0r47jKPRzc7cBAXcCVQezRaK40eD8AwDJxOJ5xOJwYHByFJEsLhMI6Pj7G8vAyr1aq6AdcTjS+mnHghhBgyI1BvWka8aE0bFQsMSZIwOzsLABgfH68romGEeIlEIjg4OMDg4CCuXr2q69r1sLm5ib29PYyOjhoaPtQqXnZ2drC5uXlmOm3IZ4bNxMFq5jDgt+Hj9ShyoMKFQmkFbCww1GFHKCXCxAB7MQEgBL2eOP67z/U3ZA/nPduI4zh1oCRwUjzL8zwWFxeRzWbh8/nQ1tZ2aqBktVSKvADnM5anGlpGvGjFZDIhmz2xaixl818PeosXpb6lv7+/aQyBlPZsSZIwNjZm+FyPs0QpIQSLi4tIpVKajPAG/Fb0eEzYiYqY2omDzmykUFoHiQBmloWFY5ETZXhsLNICgcXEQZIbcwty3uKlGGWgZH9/P2RZRiQSQSgUwurqKsxms1or43A4qjrjyokXWZabXrgAF1C8KAJDsfnXM+Whl3gp9m/Z3t4+99EDwGfjBzo7O3VLX51FpciLKIqYnJyEx+PRbIR31WfF7U4Hkrk0Nvk0mE/zRTTyQqHogYxPS2kNIUeA2b0kAMBiAm51udAfsGNkwAenwS3SCkYU7OqF4ugbCAQAnBTWKkImnU7D4/Ggra0Nfr//zBu9cuIlnU43zc10JVpGvGg9SFmWBc/ziEajJW3+60EP8aJMXu7q6lIFQjPMTYrFYpiamsLNmzfVcGUjKG4TV0ilUpicnMTQ0BC6u7s1r+ewmvDzD9rgcGYwtR1DJCVgLZSm4oVC0QXjD3UlWiqJwEY4hR6fDXuxLLbDafT7ja95AdC04qUYm82mDpRURheEQiFsbGyAZVm1VqbUQMly4iWRSNRcF9pIWka8aEEURaysrKgRDb3fgPWKjHL+LRzHIZczpj9Giy/N3t4e1tfX8eDBA02KW0+vG5ZlT/3tStX93bt34fV6q1qPYRh4rBz+zo9fxb//aBurx0nsx7JI0t5pCqVlULxe0jmCWDqHDaTxw7Uw3mmQeGlF8kcXACeRdJ7nsb6+jmQyWTBQ0mw2l40wtcJoAOACiRfFsr63txeRSMQQ5VyPeNna2sL29nbJgtNy0Yd6UVIy5epWCCFYWlpCIpHQPFhRqVHRU7zk17xsbW1hd3e35kJh5W9O5yTkZIBjWXzpjQB2o1mksyKWjtO67JtCoRgH92m612nh4LGbQAjBTrTE2GlKWaxWK3p6etDT0wNCiDpQUhldYDabYbfbT13P9RzK+PTpUwDAy5cvMT4+jvfee+/U94eHh8HzPADg8ePHmtduGfFS6bDMt/k3m80IhUKG7KEW8ZJfAFvOv8WotFEl8ZLL5RAMBuHxeKoy61PW1EscMgwDWZYhy7LqcVBPobCy3pWAA3/xbhcCDjP+33+6gpm9BKIpQZc9UygUY7FbGAgS4HNaALB4s9uFe33NPWunmWEYBl6vF16vVx1dsLS0hGg0ig8//BAulwu7u7u4c+eObuLl3Xffxde//nX169HRUQBQBcz777+P8fFxvPPOO+rXz549U78+i9ZI7JVBOfB2d3cxPj4Ot9td1WyjaqlWZGQyGbx8+RJOpxP37t0reyCXmm2kB+X2m0wm8fLlS/T19eGNN96oKoqi98wkJW308ccfw2az4f79+3V1OOXv70aXC+1uK3ZjAiLpHESZtPYbnkK5BPitDHq8NvR6LWBkGZIMBFxm3Oqm4kUvzGYzXC4X+vv7MTExgcHBQQSDQXzta1/DL/3SL2F6ehrf//73az5LI5HIqUaZYjHzwQcfFAiVR48eFXz/LFr2Wp7NZvHxxx/DbDbj4cOH6nwiI4tfq1k7Eong448/xvXr188crGh02iifo6MjvH79Gnfv3q2qELbSmvWQzWaxt7eHK1euYHh4uO50VKnW63/4F29gwGsDwwA+h6l13/QUygXHAiAjASvHaexGsjhO5nAQT+PPlnn8+bIxEfV8WsGcTS9EUQTHcWAYBm63G7/2a7+GP/uzP8Mv//Ivo6+vD9/4xjcwOjqKr33ta/jGN76Bo6MjzWvzPI+nT59idXW14N+Vr1+9enXqdwKBAF68eKH5MVoybaQUvpbqjDGyvVereNna2sLOzo7m+URGp42Akw/l+vo6jo+PMT4+XvN8Ij3Fy/HxMVZXVxEIBNDZ2anLmsX7I4Sg02XB2BUv1sNppAQJLAM0yDKCQqFUgQAA4smHMweAFSW4rWZYOQbhlPFDP4wYvNusVKqHHB8fx9//+38fhBDMzMzgD//wDzE7O4svf/nLmtYeHh7Gxx9/jOHhYfXfnj9/jrfffhvAibhR2r0VlEhNqahNKVpGvAAnbyyloLPewYW1cFZ6J7++pRo3X6PTRpIkYWZmBiaTCaOjo3XVq+ghXpQJ1YeHh3jzzTdxcHBQ13r55EdeCCFq2HNk0Ic/nD1GOCWAZZkTNywKhdKUMDjpOOIAmMUEOm0evNltfPtusxnUGUm5Vun8mheGYXD37l3cvXu36vVHRkbU/x2JRPDixQt8/PHH6tfFKGKG5/mLJV4kScLU1BRYlq3b5r9WKg19LOXfohUj00aZTAZzc3Po6+vDwMCALmvWI15kWVbHNYyNjSGRSOheQyPLMiRJUp0iGYbBT7/Zhedzx/iTpWN4rCYcxwU6vJFCaVKcFqDHY0O/zw6OkRFJCfj+5CKy+yfW+W1tbXC5XLpHSah4OREv5SLhpURHPuVEx8/+7M/iO9/5jhqJ8fl8aoeRgvJ1cUSmHC0jXtLpNPx+vy4HcK2US+8oAwOL/VvqXbdecrkc5ufncf/+ffj9fl3WrCdKJAgCXr9+XeDgq3cNDcMwp4SLgkQIPDYTuqw5tDusmDqgrZcUSrNxcigxYBkGiayINpcV94cCGBn0osvJged5bG5uIpFIwO12o729HX6/X617rAcqXsq3Sj979gwvX748c90nT54UfP3+++/jyZMnBZGYQCBwSggpX2t1xG8Z8eJ2uzW75SrtskaY1BUftNXWt2hdt162t7fB8zzeeOMN3YQL8Jk4qJZ4PI6pqSm88cYb6OjoUP9dT/FCCIHVagXP8wgGg+js7ER7e7ta3/PzD9oRCx9jLc4hnBFgYgFJpqMDKJRmQgLgsLDIiDLaOBY3Op348o02+Own4qS7uxvd3d2qd0koFMLm5qZqnV9PVOasYYUXiXJ/ayqVgtt9urPrnXfe0dzGrPDs2TM8evRIFS6vXr3CyMgIRkZGTokUnufVmhgttIx4qQalXbrWotRy5KeNaq1vKYXWidlakGUZCwsLEAQB/f39moznqqEWsXF4eIjl5WXcv3//lHNjsUldrRBCIEkSrFYrPve5zyGVSuHo6AiTk5MATmy0hVgMP3FnED96sQEJgM0EdDpN2I3T8Y0UrRCcVGRQjIIAyAgSZBlI5SSIRMJOJAMzyxTMN8r3LhkeHoYgCKo1vuIoqwwt1HodpJGXE8NXPXxeXrx4oQqSSCQCnufxO7/zO6qQefz4cYGvy/Pnz/Huu+9qXv9Cihej0jDKuvXUtxiJIAiYnJxEW1sbbt26hY2NDd2fh2qiRIQQrK2tIRQKYWxsrKSYVKJk9ZBfmKtceFwuF1wuF65evYrV1VUcHh7C6XTCvL8Lv41BJEvAMiz2qXChVEVzfNYvMmYGYFgWBMBeNIvff32IlcMM/ncTvXg44Cv7exaLRXWUlWUZ8Xi8ICpTac6PwmUSL+X+Vj3GA0QiETx69AgACgRJfuTmyZMnePr0KZ49e4bV1VVcu3atqshOy4iXagSCUeKFYRiIooiPP/645voWoyiVltG7nqSaNbV2ONW7x3L1LcBn0TGWZfG5z30OLMvijijBFljH87kjhBJpzBpvHUGhUDTCAHBbGfT6rNjg0yAc0Ou1o81tQb9Pe1qeZdmCqEzxnB+v11ty+vJlEi9A6XO1XNqoGnw+n6aIevG4gGpoGfFSDUa57G5tbSGbzeKLX/xiw9u0K6GMRyhOy7Asq/vzoEVsZLNZvH79Gj09PRgcHKx7vVIQQtSxAqWEiyAIat3LwMCA+n2zicNfm7iGvzZxDb/3ehffmT3AQSSBuWOR1r5QKOcMARDLEoh8FoLMoMdnxd/9ySHc7/PAZq49NZ8/56d4+jLHcWpUptywwsuEnrONjKSlxIvW2hC9Iy9Ke68sy3A4HE0jXAghWF5eRiwWw/j4+Klqe47jIAj6zvM5S2xEo1FMT09rjkzVIl4U4aJcaIqFSyKRwPT0NK5fv37KxFBh+SiJZFbCXx/tw//0rSVwAGgCiUI5f0QCZEUZnW4Lfn6kBxNX9Ws4AEpPXw6FQlhdXUU8HofZbIbX64Xf7780xbv5JJPJuiMvjaClxItW9BQvxfUtP/jBD3RZt5hqO6REUcTU1BQcDgdGRkZKhv+MShuVe26VCNDDhw/hcGgzlKq2XkgpzCWElBQuoVAIS0tLuHv3bsW87epxEkdxAZFUDilBpMKFQmkiOBawmFmYOBYHsSy6PNo6TWvBarWit7cXvb292NvbQywWQyQSwdraGkwmkxqVcTgcTVPfWC+EkLKBgGw2q3uzixFcSPGiV9qonH+LERbS1UxrTqVSmJycxJUrV9Db21txTb1rf5RBivkQQrCysoJoNFoyAqQX+cKlVKpoa2sLBwcHGBkZOfPD96Xrbej32dHptkAGwW//aBtpQYb+PscUCuUsTIw6FQAAkJNOOo7+eOEYSUHCX77fDY/N+OOKEAKn04n+/n4AJzevoVAIKysryGQyBbUyrRyVqTQaQPHfanZaSrw0Mm1Uzr9F6bbR+42r7Pmslr5QKIT5+XncvXsXXq/3zDWNLthVnI9tNlvZCJAe5BfmFn+wZFnG4uIiRFHEyMiIpg+e3czhzR43ZEIgy4DTYkJOykGgYwMolIYjFn3sZAIcJHJICTHEsxJcVg5/5a0ew/dRfANps9nQ19eHvr4+yLKstvyura3BbDYXRGVaiXK1PZUiMs1GS4kXrXAcdyo6oJX8+pZS/i2KyDBKvJRDmQd0cHCAsbExTYZ9RncbZTIZvH79Gv39/eqdit6cVZiby+UwNTUFv9+Pmzdv1pCGAlgG6HBbkM6JVLxQKOcI8+l/Zu7EQFKQZCQEEamcBEkm4Fhj0zayLJe9gVRM8BT7+nQ6DZ7nsby8jEwmA5/Ph7a2Nvh8vqaPypx1o9wK6bELKV5MJhMymUzVv6fFv0UxqtM7J1hJaMiyjJmZGTAMg/Hxcc0hPSNaxpV9KpO933zzTV0dfPM5S7ik02kEg0FcvXoVXV1dNT0GxzL4O1+8gusdLnzj+xuYPUgWfp/OcKRQGobyUTNzQIfbih63FR0eK0SJIC2IcNmMSUkrVFN3aLfbT0VllMJfi8WiRmWapcEjn3KRl1ZyGG4p8aJVDVYaoFgOpb7l9u3bFQdDGT0BuhhFUPX09BS0/GrBqMhLLBYDz/OGTvY+q74lHA5jfn4ed+7cgcfjqeuxnBYT/mw5hDU+fep7Ejm5E6T6hUJpDCyAHo8d9/o88DvM6PLa0OGyICsR1Geddja1Ht6lojKhUAiLi4vIZrPw+/1qVKYZ6knKRZhSqVRLtEkDLSZetFJtxKGa+URGu/fmU23bcTF6ixdCCLa3t5FKpfDjP/7juo8eyH+cSsJld3cX29vbePjwIWw2my6Pebvbhe8uH4NjGCSEQqlChQuF0jisJsBl4xBO5+Aws3CYWdzsdKLNaXwHjF4mdXa7XU2nS5KESCSC4+NjLC8vw2azqTOYzisqI4piyb8zkUi0TP3OhRQvWruNzqpvKYURxm/KuvlCY3d3FxsbG1W1HRejp9ASRRHBYBAWiwU+n88w4VKpMFfxtUmlUhgdHdU1vPm//7FB/NhwAP/yv6zgT1d4iLTtiEI5FyQCzOwk4LJxYAa8+MqtDnS6G9O6a9RAXyWFBJxEN5SojCAIBbUyjYrKlGs60WM0QKNoKfFSTdrorEO71vlEJpPJ0LQRIQQLCwvIZDIYHx+vSyToFXlRWrOvXr0Kt9uN5eXlutfMJ39Sdbn6FkmSMD09DYfDgfv37xtSULZynILVwsHMMpBkQiMuFMo5IEgnqdqkIGE3ksYfzBwiKUj4/JAfFpOxh3sjxgM4HA44HA4MDAxAkiSEw+GCqIwidPSKKpdCFEUqXpqRs8SL1vqWWtauFY7jkM1m8fHHH9fcOVOMHj4vPM9jbm5Obc1Op9O6t9Ip4kURLcV/dyaTQTAYRH9/f0Vfm3q51eVCJCWg32/Hf5zcx0FcoAKGQmkQJgASADMLeGwnB+tBIgfzXgJmjsW9XjcsJmMjMI2ebcRxHNrb29He3g5CiForMz8/j1wup9bKeL1eXfdVLvJC00bnjMlkKntob25uYnd3t+ZiU6PSRrlcDhsbG7h9+3bNnTPF1Ptm397exvb2NkZHR9W7AL2N7wgh4DgOa2tr6OrqOqX6Y7EYZmZmcOvWLcO6mhSG2h0Yaj/54L7ajIJPCRD016kUCqUEDAO02zl4HGZ0uCxYOkzBbmaRIzI8Ng7htAi/wXUv5zmYkWGYklGZw8NDLC0twW63q1EZLVYZlSjXKk0jLwahNRJR6oCtpb6lFEakjQ4PD7G7u4ve3l7dhEs9yLKMhYUFZLPZU8+VnkXASmHunTt3EAqFsLa2hmQyiUAggPb2dlXQvfXWWw2/G2h3WWAzsRBlGTINv1AousHhJMJSTI4A7S4zzAyD/VgWQwE7UjkRNgsHlgH6fcalURSMMCCtleKojFIrMzs7C1EU1e6mWqIykiSVFECtMtcIaDHxopVSaYfJyUl0d3djcHCwrnRMPQZ4xRBCsLq6inA4jGvXrum2bj3kcjlMTk7C7/fj1q1bp54rvcQLIQSiKIJhmILZIrIsg+d5rKysIJFIoK2tDdFoFGaz2bCxA6X4S3e7sMGnsBvJQpQkZHKk5AWXQqFUh4TS9gMcgGhGgtduxu0uF9I5CRII/DYT/qvbbeAYYnhkpFmnSjMMA6fTCafTicHBQYiiiHA4jIODAywuLsLhcFQVlSnXEk5bpZuIeupbSqFXzYsoipienobVasXIyAiOj4+RzWbrXrcekskkJicnce3atbIRoHrFy1nGc8DJgEePx4PR0VGkUikcHR3hk08+Ue9EOjo6DI/EdLit6HBZsR/LIpOlwoVC0ZNSwUwTAxAio9NtxV972Ifl4ySEnIy/cr8DfrsZsiyr9gnKUFa9hcZ5po2qwWQyoaOjAx0dHSCEIJlMqlEZSZLUWhmPx1OVGV0ikaCRFyOoNmJSb31LKfQQL+l0Gq9fv8bg4CD6+voAGDNEsRqOj4+xsLCAe/fuVTR9qydqdZZwEQQBwWAQXV1dGBgYAAC43W643W4MDw8jk8mo+8xms2hra0NHRwe8Xq/u3Uf3+zz4v3z1Br67dIzffrmNUCKHjCAhR1NIFIrucAAsZgZumwWJjIjJnSju93rwpTfa1Z9RxItyDZFlWY3echyni+gwYuiu0TAMA5fLBZfLhStXrqhRmb29PSwsLMDpdKpRGcUZvpx4SSaThjZF6ElLiRetyLKMdDqNSCRSV31LKeoVGUr3zp07d+Dz+dR/N6qLCaj8gSSEYHNzE/v7+5pnJtW6h0rCJZFIYHp6Gm+88UZZQz6bzVZg/BQKhbCzs4O5uTl4PB50dHSgra1Nt9e732/HjS43vjDchvXjJD7ZikIWaRSGQtEDrxWwW83w28yIZiT4HSb0+GyIpEQkshKudxYWjiriRPl8K9cTSZLU/5Sfqycq02ripZhyUZnp6WnIsoxAIIBMJlPy+UmlUnUX7EYiEXzwwQfw+XxYWVkBADx58qTgZ54+fYrh4WHwPA8AePz4cdWPc+HEi1LfYjKZ8Oabb+pefFWpk+ksNjc3sbe3V9C9o2DU2AFlEnepD6Qsy5ibm1OLmI0Kl57lmKt4HNy9e1fzB4fjOHR2dqKzsxOEEESjURwdHWFtbQ0WiwUdHR1ob2+v2yuhz2eD/KnnCyFUuFAo9cIACDg4+BwWRNM5OKwm9Pvt6PTa8GNDPuzHsujz2dHjrfzZZVkWLMuqTRTKDZJyfVbsF5Sfu4wUR2VyuZwalZmamoLb7UZbWxsYhkFXVxeSyWTdNS+//uu/XiBWRkdH8cEHH6gC5f3338f4+Djeeecd9etnz56pX2vlQomX/PqW1dXVMydn1kItERJFJEiShLGxsZKCyqi0kVKjUvzhFQQBk5OTaG9vx9WrVw2721AKc5W9FH9va2sLR0dHGBkZqXnYJcMw8Pl8aiQrlUrh+PgYMzMzkCQJbW1t6OzshMvlqvrv7PHa8GtvX8OfLh3jIJ7F6vH/v703j4+rrvf/X7NmT2YmyUz2vWmzby1YdmgBoUtS2lIQrRdBon69er0ClS9X8fr1wm31qpf7U2xBBb+CSCZt6SaS8EVA2dpmX9rs+zJbJpl9O+f3RzyHSTJpJpk9+TwfDx50ciaZTyZzzud13svrvXT+EYFAWJ7FxbkCDnBLrgSDGjM0eitmjDbcnp+AXSVJkMWGQWu0ITJsdTedzlEZgUDAihjmxon5N4/H80mtTKggEAgglUoxNjaGkpISmM1mjI6Oora2Fna7HVKpFJWVlR7V/sjlcuTm5rJiJScnBw0NDezjEydOLBA3d955J44ePbq+xcu1Uh+jo6ML6luGh4d9JgZW83MtFgtaW1shlUqv6eTr65lJziJOr9ejra0NmzZtQmJiotdfE1g5TcS0Y1MUhYqKCq9eTCIjI5GRkYGMjAzYbDao1WoMDQ1Br9dDJBIhMTEREonE7deMCuNjZ4EUv/94FOF8DgQ8QG8hDrwEgjssFi8UgPZJHQR8HrISIiGNDkO6JBIJ0fM3L6JIz7sKnaMtTFSGGT0CkKgMU/MSExODwsJCfPDBB1AqlaitrcWZM2fw3//93ygrK8O9996Lu+66a1Wz9RoaGpCTk8M+HhgYwKFDhwAATU1NS54vkUjQ2Ni46t8hpMQL8FkahIHxb6FpekF9i6/EwGrSRnNzc2hvb8fmzZuRkJBwzef6Km20uDtIqVSit7cXpaWlPjMjWkm42Gw2tLe3QyKRrGo0w1oQCARISkpCUlISO7aeeQ8iIyPZ9NJKUR8hjwsaHPD+MTqAWTERMATCUpwFC4+DBV5J4VzAYDAjPIyPimwJMqQxoEFDqbcgKdb7Xi6uamUYIbO4Vsbb7uHBzGLRlpiYCIFAgOeffx7p6elobm7Gn//8Zxw4cAAXLlxwu+nFWbgwYuXJJ58EMF/zubjrl4mYa7XaBXWgKxFy4sWZa/m3uDuccbW4G3mZnJzE0NCQ24MVfZk2YkKmQ0NDUKlU2Lp165pTNAzL1dGsJFyMRiPa2tqQk5MDqVTq0RpWi/PYeqaQTalUorW1FRwOh23DXi7ne1dBIt5stWNqzgoaDkQLOdBZN87FjkBwBz6ATbJIDGtMMNroJR16qZIIRIdxodRZILDNwjw9AwcVB0g4cEQJfG4St1xUZm5uDlwuF1ardcOml5iaFy6Xi6qqKlRVVeHf/u3fVv1ztFot3njjDdTV1eHFF19c8PXFMGJGo9FsDPGykn+LryIvK6lzmqbR29sLvV6/qsGKvkwbMZ4yzAfS0xNyuSLglQpzNRoNrl69iqKiomu2Y/sD50K27OxsWCwWqFQq9Pb2wmw2QyKRsG3YzPulMdoADgdxETwYrA4iXAgEF9AAuqeNS76eLQmHxmRDYowQE3NWcLh8ZKanY39FMuZmtVCpVBga7EdYWJjXCu5Xgjm3DQYDent7UVJSwhYAOxf/MoJqvYuZ5cYDuBIdziwWHSKRCI899hgee+wxVFVVoba2Fo899hhEIhHbYcTAPF6tD1tIihd3/Ft82Xq8HDabDW1tbYiNjUVFRcWq0iG+LJjt7OxEeno6MjIyvPIzXRUBX6swFwDGx8fZv5mv2rE9ISwsDKmpqUhNTYXD4YBGo8Hk5CSuXLmCmJgYJCYmIjVWCEmkAL36wJoJEgjBjPNVlw/ADiCMByTFhv1jNhEX5WlxkEQKcG+JDAI+j/UhAT4ruO/q6oLNZmPHhXh7OCHD7Owsuru7l4whcfaTcb4p85VBXjBgt9uXXJ/lcjkuXry44vcyRbiL0z+1tbWseJFIJEuEEPN4NVEXIATFS3d3N2w224r+LZ60NK8Fxp02JycHSUlJfnvdazE3NweVSoWsrCyvCRdgaREwkz92FW1hIlFmsxmVlZVBMzfkWvB4vAU+CXNzc1AqlUi2qVApBoQIQ/uUGbMW79coEQjrCVGUACarHWF8DoqSYxAfHYYUUTgqM0SIX2bIonPBvd1uX3AjERUVxfo5eZr6BuY3zitXrqCsrGzJjbCr9NJiQROKRb+rra08cOCA251AjY2NuPPOOzEzM+NSjFRWVi75ukajwc6dO1e1JiAExUtmZibCw8NXjFQw6RJ/oFQq0dPTg9LS0qCxVp6enkZ/fz9kMpnX18REXlaqb2HSVTExMSgpKQlJ8ycOh4O4uDjExcUhLy8PnzOZoFAq8d2zQ5glARgCYVm4AEDRcFCAKEKIXaVJyEuMBo/r/nWAz+cv8HPS6/VsnRoA1mV7LTYIMzMzuHr1KsrLy1dMT62m6DfYozLLDZ+kadrjguWtW7fiySefXCBQGhoaFoifxx57bIGvS0NDA2pra1f9WiEnXqKiotxSjjwez6ezgpg/MlMEu23bNq/cCXiK87DHbdu2YXh42OtdTEwR8LWEi9lsRltbG9LT05GcnOzV1w8kERERyMzIwM5SBwY+GILFTjqOCITFRPLnO44sdgdo0NBZ7Zias2CzbO03UhwOZ8G4EKvVusAGIS4uDgkJCZBIJCvWGmo0GvT09LglXFwRyq3Yy40GYPDkJlMkEuHQoUM4duwY67Cbk5OzwNfl6NGjOHbsGORyOQYGBpCbm7tqjxcgBMWLu28sn8+HwWDwyRq4XC5sNhu6u7shEAi8UgTrDRwOBzo6OiAUClFZWQkul+uT2h8ulwu73b6scJmdnWWLqVebxwwV7tySiLe7lBjRGGGyEc8XwsYlnAeYnS4xPA7A5/MQxuMiKpwHtc4CHpeL1tFZ3Lrp2pYRq0EoFCI5ORnJycmgKAqzs7NQqVQYHByEQCBAQkIC4uPjl3QPqtVq9PX1oaKiwiv1d8tFZRhBw2QAgqWDaTnxYrfbvWLqWllZicrKyms+h2md9oSQEy/u4uuC3cuXLyMtLY0dIOgNOBzOmp0NzWYzWlpa2Nk/DJ5OgV4MTdOIiYlBR0cHG7IViUSsgJmamsLw8DDKy8u9NgwzGNGa7MiXRmNaZ4HJZgcX8+ZbBMJGJJwPWO1AlJCLFHE4IgQ8ZEkiMDpjAk3RSBdH4v6tqT57fS6XC7FYDLFYDADsENeenh5YLBaIxWIkJCTA4XBgcHAQFRUVPouUrxSVsdvt7HMCIWSuNZTR09EA/oSIl1UyMzMDvV6P4uJirxfmMkZ1q/1Az87OoqOjw2XbuDffB+YETE9PR2pq6pKOHJqmYbPZUFVV5fWxDMFGZXocYsP52JQYiV99MAw+lwOLnYLVQWIwhI2FnQIkkXzEx4chJyES91elggMaDVdU4HEtyJBEYXeJbNkCXV+weIjrzMwMRkZGWJM0pVKJ+Ph4v7ViB1OtzHLiRa/XE/HiS9xNG/lCvIyNjWFsbAwSicQn7rRMLclqNv6JiQkMDw8va4bHpLg8wVVhrnNHjt1uR2trK+x2O2iaRnt7O3ssGNuivQGHw8EmaTQ+7NdAHCkAn8uB0eqA2mAjKSTChoLPA3jc+ajxoMqIYw39iBBwEBsuQFlaLP5pezrEkYG7DjA3hTabDTfffDNsNhuUSiU7+8y5FdvXTQXu1Mr4WshcK/LiK9d1XxBy4sVdvOmwS1EUrly5wrZoM0MWvc1qBBdN0+jr64NOp7umGZ6naSPnSa3MSeWMxWJBW1sbkpOT2XQV41zb3t4OmqYXONeGYsfRtYiLEEASJUSkgIeRGRMRLoQNQzgPSBOHQ2O0Y87sgJ2i4aA54HBo5CVEIUUUjrsKpQEVLsB85+XIyAgqKiogEAggFAoRFRWFrKws2Gw2aDQajI+Po7u7GzExMWytjEDg+Yyla3GtqIwvDfKIeAlyvBV5cZ6+XFBQwEYdAile7HY72tvbERUVtaIZnidrdXbMdSVcdDodOjs7kZ+fvyBdFRUVxV4crFYrVCoV+vv7YTKZWOda5zqZUKamPBk7CxLxi3f6odCZEcEHLHZS/0JY3/AARPA5MFgpRAl5SIgWICZMAC6Hg22ZcShPF2Frlgjh/MD6Ok1NTWFsbAwVFRUub/AEAgFkMhlkMhnr6aRSqTAyMgIul8vW9fnjxmtxVGaxiPFWVOZaaSN3RtkECyEnXlbTbeSpwNDpdGhvb18yfdmXowdWipKYTCa0tLQgMzMTKSkpXvmZrljJ6l+pVKK/vx8lJSXXzJMKhUKkpKQgJSVliXNtbGwsazgVCuZ1yxEdxke+LAZhfA761SZ83KcBmRxAWM84AMxYaEQ4rIiNEGKTKAJWO4X46DA8elMWwgWBP58nJycxPj6O8vJyt1Lxzp5Oubm5sFgsUKvVGBgYgMFggEgkYluxAzF/abGQWWsrNom8BDlM585amZqawsDAgMvpy4GKvDDznIqKitxuQV6LeHF2zF18YtA0jZGREahUKlRVVa0qtLrYuXZ2dhZKpRIDAwPsPJNQrZO5vyoFv/v7EF67OEGEC2FDwAUQxuchKowHBw3obRSSeVyo9FakiQPbaTg+Po6pqSlUVFSsWWiEhYWxN17MRHomiiwUCtn5S77uqnROLwkEgiWt2Kst+nU4HC6v20ajkYiXYGCtIT6mlmRubg7btm1z+UcOhHhhioWrqqpWVSG/2jqaaxnPMbU/AFBRUeFR6JLD4UAkEkEkEmHTpk0wGo1QKBQhXScTGS74x1qJeiGsTxhLAC4AIQ9IFYfjjvxE5CREIjEmDBECHlJEvu3gWYmxsTEoFAqUl5d7LULiPJEemI+Aq1QqdHd3w2q1skW/IpHI5x1DnhrkkVbpAOHLjYypJYmMjERlZeWyr+XPtBFN07h69SrMZvOK85zc/ZmuWEm4MEMnExISkJGR4fW/Q2RkJLKyskK6TmZ/RTJaR7X4sE8JjYkGOPNtpARCqMPBfIEun8+F2UbBQc1fizMlkdhdIkO6JDhqJUZHR6FSqVBWVubT1E5ERATS09ORnp7OpsOnp6dx9epVREVFISEhAQkJCT53XV/JII/5t7NB3rVqXlY72TmQhJx48RVGoxGtra1u1ZL4avTAYlHECIa4uDiUlZWtaeN2R7ysVN9iMBjQ3t6O3NzcBbU/vuJadTIxMTGQSqVBWSfDBbBVYsd7DhrhfMDi36HmBIJPEHLnNwo+D+DRFDKiAD3FAwXAZHUgTBB4d3EAGB4exszMDMrKyvxq/rY4Hc50W7a1tYGiKMTHxyMhIQGxsbEBb8W22+2w2+0u12EwGLw6wNfXrHvxwmzI10KtVuPKlSsoLi5GXFzcij/TH2kjo9GIlpYWj6dUr7TWlYQLMwOkqKgoIEMnXU14VigUQVcnw0TtpkxcOMCDjXKAItkjwjrASgFcPpAQHYaYCCHiI/joV86Bdjhg1s2gr28AvAwZxGJxwKzvh4aGMDs7i9LS0oDa73M4HERHRyM6OhrZ2dmw2WxQq9UYHR2FTqdDbGws24rtayNPV1EZvV6Pubk5ZGRksP5fTK0MqXkJIpiNe7kPCU3TGB4ehkKhwNatW93eAH2ZNnI4HKyYKikpQWxsrMc/c7nIi3P1uqsTfmxsDJOTk16bAeIpzt0ATJ1MMPjJWCwWtLa2Ij09HfdvkqBnrhcqvQVto3N+WwOB4A2EHMBOf9bqzwXA5wBcDgebk2ORlxiJxisq0FwBrstOxDduzYLAPn8e9vT0IDIykk2Z+OuaMTg4CJ1Oh5KSkoDPDVqMQCBAUlISkpKS2CYFlUqF4eFh8Hg8thU7MjLS59csi8WCrq4uFBcXIzo6eklUpre3FzfeeKNP1+BNQk68rOYPzBjVuRIvFEWhs7MTHA4HW7duXdWH3peRF4VCgampqVWJqZV+5uK1rlTfQtM0enp6YLVaUVlZGXTpGYbIyEhkZmYiMzNz2TqZuLg4n17Q9Ho9Ojo6sHnzZnauyn9Ub8H//HUQrUS8EEIMDgeIEHBgstKgMF96bqeBSB4Hs0Ybeqb1iArjIzchCo/dnImkuAgAEYiPj2dTJiqVCu3t7WzKJDExETExMT7ZnPv7+2E0GlFcXBx0wmUxzk0KwGfzl3p7e2Eymdj5S2Kx2OvXXLPZjNbWVhQUFCy4IWbch//617+iu7sbeXl5Xn1dXxJy4gWY/xDQ9Mox+eVEBvOHTE5ORnp6+qpPKl+IF4qiMDExAZPJhO3bt3vtw7v4vVpJuDDpj9jYWOTn5wd1gawzgaiTYVJqzJ0MQ5SQj8duzMQ73UpMzFpI7xEhZLBSAJ/DAY9Lg0cBNswLGLONwrDagMKUWNxTKMN1WSKkiRcW6TqnTBj3WrVajeHhYej1esTFxbEpE0/PQ5qm0d/fD7PZjOLi4pC5TjnjPH+JoijMzMxApVKhr6+PTYknJCR4PH+JGdq7ZcsWl2URf//73/GDH/wA7733HpKTkz16LX8SkuLFXVyJDK1Wi87OTpdDDD35uZ7AuPiGh4cjKirKqxus80m9knAxmUxoa2tDZmam14dO+hN/1MlMTEywzp2ufo4kSogMSQQUOgtspOOIECIIOIDBQoHLmZ8Uzcd8NIbP5YLD5WKzLAYPbE1xSyw4p0woimJTJoODgxAIBGv2SWHsLGw2G4qKikJSuCyGcfONj48HADaC1dnZCbvdvmD+0moiTBaLBS0tLdi8ebNLb7CPP/4YR44cwblz50JKuADrXLwsdtkdHx9nZ1x4YoPsTfGi1+vR1taGvLw8CAQCTE5OeuXnLmalwlytVovu7m4UFha6VbQcKni7ToamaQwODmJubg5VVVXXFJqbpFHoURgg5HFgtjkwYyLtR4TghQOAx+eCb6cQHc5FUXIs7A4aKaJwqHRWxMeE4Z4i2Zq7HsViMZtaXeyTwnTkrLQ5MyltiqLYcS3rEWbESmZmJux2+4JIcnR0NBvBulYrttVqRUtLC/Lz89n33ZlLly7hO9/5Ds6cOcPOpQslQlK8rCZtZLfbQVEUenp6WK8UT6u8vSVelEolent7UVJSgpiYGMzNzfmkloamaXZIpasLw+TkJEZHR1FeXu5zt8hAc606GbFYDKlUuuwFlKIodHd3g8fjudW6XntzFvg8LiSRQlyd1uO9HiXmLCQMQwg+eJgv0rXaKcSE8ZAvjUZVhhg0aGyRRUMSJURCtBCpIu9cHxb7pKjV6iWbc0JCwgKTUMbzCgC2bNmyboXLYvh8PqRSKaRSKWiahk6ng0qlQmtrKwCwdUXR0dHse2K1WtHc3Iy8vDyXGYaWlhZ885vfxMmTJ5GZmenX38dbcFYQAUGZrrfZbG4Zr/X39yMsLAxTU1MQi8XIycnxygeeoih88skn2L59+5q+37nLqby8nFXPer0e/f39KCsr83iNzOtQFIWOjg4YjUYkJCRAKpWyUQaapjEwMACdTofi4mKft+4FM0ydjFKpxOzsLGJiYti5S0zhd1tbG+Lj49dk0vfi34dxumUSE1ozLI6gPK0IGxguAB4XoGkgMVaIyrQ4VKSLsEkahW1ZS+/afYXz5qxSqcDlctkow8jICPh8fkjV4vkaq9UKtVoNpVIJg8GAuLg4iEQijI6OIjc3FwkJCUu+p6OjA48++ijq6uqwefPmAKzaba75R17Xu5Xdbsfo6CgKCwshlUq99nO5XK5bkR9XUBSFrq4uAFjS5eTNdJRzfUtRURHsdjsbZTAajRCLxdDr9YiJiVmzAd56wlWdjFKpxNDQEPh8PkwmE7KystYUXr06rceI2oiytDjwuBz0KY0++A0IhLVDYT76Io7iQ8ABxmfNyJRYUZjs39o3DoeD2NhYxMbGIicnBxaLBSqVCi0tLXA4HEhKSoJGowmop0wwIRQKkZycjOTkZFAUBbVaje7ubnC5XAwPD8NoNILP57PGq93d3Xj00Ufxxz/+MdiFy4qEpHhxZ6NVKBSYnJxESkqKV4WLJzA5SKlUiszMzCW/h7fEi6vCXIFAwH7ITSYTmpubIRAIoNFo0NXVBalU6pdpqaGAc52MTCZjxyJMTU1hcnJy1XUyspgwpEsiERvOR5ooDP/3kzHoLfMmdiQGQwgGBBxgsywK1WXJaB/XYUpnweakGESFBXaLEAqFmJmZQXJyMrKzs9nhiD09PYiIiGCLfoPBhyrQUBSFoaEhbNmyBVKplK0revzxx9HZ2YmysjK0trbi9ddfR1FRUaCX6zEhmTay2+3LbvJMKmRmZgYymQw2mw05OTleX8OHH36IG264we3n63Q6tLW1YfPmzS5DecB86uLSpUu4/vrr17yulQpzdTodOjs7kZ+fD4lEwhonKRQKaDQa9oKQmJi4qonR6xG1Ws3WJDEDy5g6GaVS6VadjDPHPxjC5REtRjQmKOYssDpo0AjSk4ywociShOFrt2Rjd0kSzDYKNE0hKiyw5z/jxRUVFbXkGk7TNFt8r1Kp/G7DH2zY7Xa0tLQgPT0dMplsyfHOzk58+9vfRnp6Oq5evYrc3Fzs2rUL99xzTzB3GW2ctJHdbkdHRwfCw8NRWVkJlUoFs9kc6GVBoVCgr68PZWVl17RfZhx218pKhblMu3BpaSnbbeVsnOQ8l6O5uXlBKmW9F/IuZnx8HBMTE6isrFxQ0b+Sn4xzncxi7ixIhCRSgNOtk9Bb7IjmAGqD3Z+/FoGwAA4AUQQPfB4PdZcnsUUWg3xZNOaTSIGDqdWLiYlBdnb2kuMcDoftyHH2lHG24U9MTIREIln3tXwOhwOtra1ITU11KVxGRkbw6KOP4sUXX8R1110HmqZx5coVXLhwAV/84hfx4x//eM31m4Fk3fxVTSYTWlpakJGRgdTUVACfOez6ipXmJjFttRqNBtu2bVsxkrHWuwV3HHOHh4eh0WhQVVW17DoWz+Uwm81QKpXo7u6GzWZjC36dq9rXG4z5lcFgWNFdeLk6mcHBQZd+MjkJUUiODcfvPxnFrNkOHkjUheAfOP/4jwYg4AIJ0UIYrHbYHDQi+FwANKwOClFhgU8bUxSF9vZ2xMXFISsry63vcWXDz5yLAoGA7V7yxCIjGGGEC1MSsJjx8XE8+OCD+NWvfoXrrrsOwPx1vqCgAAUFBfjud7/r7yV7jZAUL66GB3Z3d6OoqGiBEY+vbPyBz2YGLbe5ORwOdHR0QCgUorKy0mfFZSsJF6a9l8vlory8fFXrCA8PZ9sZmTubwcFBGAwG1n5fJBKtm8I5pphaIBCgtLR0VQLNuU4mLy9vgZ8MRVGfpeLCIhDG54HP4cBBJjcS/ACPM99FRGNewGQnRiIpJhyJ0UK816eBnaaRIY7E4c+le60Veq1QFIW2tjZIJJI1TzhebMPP1H5cvXoVFovFb6NDfA0jXGQyGVuQ68zU1BQOHTqEn//85yE1s8hdQlK8ODMyMoLJyUlUVVUtsVH2pXhhfrYr8cKMH0hJSUF6erpPXh9YWbhYrVa0t7cjMTFxTWMQnFnslqnRaDA1NYWrV6/6zH7fn9hsNrS1tSExMdErY+Gv5SfzrcpofDAVgR6VBRdHyPwjgu9ghAtjLEEDUOltyIqPRL4sBhwuBzMGK/7tnnxIYz2zofcUh8PBFsd787q52FPGOdUbFRXFpnqvZfgWbDAiTyqVspkGZxQKBQ4ePIhjx47htttu8/8C/UDIihcmokBRFLZu3epy0/Rl2mg5YTQ7O4uOjg5s2bKFtXr2BSsV5hoMBrS3tyMvL2/ZAuG1wngvJCQkLLHfDw8PZ6MMoXIxYMYiZGdn+6QzzVWdTEKkEn+aM+Ci11+NQJhHAEDAA4yLLoFcALHhAvQrDZBECvHw9oygEC6tra2QSqU+dXtdnOrV6/VQKpWs4VugJtOvBka4xMfHu3yv1Go1Dh48iB//+MfYuXNnAFboH0JSvFitVly6dGnZlmMGf0RenJmamsLAwIDH4wfcqaW5VmEu0yWzeGCgL1hsv88U/La2toLD4bAXimDNNc/NzaGzs9NvYxGcL55RY70QDozBSkx3CT7ABsD2D+HCA8BcraLDuRBH8tE1oYfaaEWg92iHw4GWlhYkJye7TH/4Cg6Hg5iYGMTExCAnJ2dBhJTxwvLVlOe1whQyi8VilxHimZkZHDhwAN///vdxzz33BGCF/iNkxUtOTs6KEQV/iRdmUNjc3Byuu+46j6rbGefb5cSLw+FYNk0EAKOjo5ienl7SJeMvnDsALBYLlEolrl69ys4vkUqliImJCYq7GqVSyToaB0JcPXZzJj4e1ODKNDGtI/gODgBxJA86CwW7g4Zy1oKhsWlUyGLAj4hEalzgoi5Mi29qamrAW3adI6QURUGr1UKpVKKvrw/h4eFstNnTKc9rhaZpdHZ2IiYmxqWl/+zsLA4ePIgnn3wSe/fuDcAK/UtIipeYmBi3PkCeOOGuBCNe7HY72tvbERkZicrKSo83ZebnLo6ouFOY29PTA7vd7tMC4dUQFhbGjny32+1Qq9UYHh6GXq+HWCxGYmJiwJwyGZF3re4rXxMp5CM6wCZghPWNkAsI+TzwuFzkJobDYqdQmhqLR65PgcCmg1KpxOVLFxcUsfrrxsJut6O5uRnp6elBN8Wey+VCIpGwc4EWT3lm5gn5y1OGES5RUVEuW8d1Oh0OHTqEf/7nf8b+/ft9vp5gICSvnMFw187j8WAymdDT04P09HSXRVNr/bkOh2PJQDKKolhRs/j3t9ls6OjogEgkwubNm4Pi/VkMn8+HTCaDTCYDRVGYmZmBUqlET0/Piv4o3oSJkplMJlRUVAQ0HGy0OqDQWefbWJ06QggEb8DnAOECHvg8Dkx2Cpuk0ciQRGLHlgTkSKMBiJCens5OLR4fH0d3d7dfzkebzcZaW7jyJgk2nKc822w2aDSaBZ4yzPwlX7xfNE2jq6sL4eHhLg1XDQYDHnjgATz66KN48MEHvf76wUpIipdgwGq1YmJiAmVlZS7Hja8VpgWbwbkw15VwYYpNs7KyQuIiAMz/jvHx8YiPj18yR0goFC7xR/EWDocDnZ2diIiIQElJScBFHgdAZXocYsP50BhtmJy1BHQ9hPUFlwMkxwnxuex4gAP8823ZmDPbkbSoOHfx1GLn85HxSPGmUaXNZkNzczOysrKCZnTLahAIBOyNGOMpo1Kp2DlozMgCb6SiGUM5oVCI3NzcJcdNJhMefPBBPPTQQzh8+LDHrxdKhOR4AJqmYbVa3Xruam383WF8fBy9vb3IzMx0GcLzBKbrJSYmZsWOIq1Wy/rbxMbGenUdgcJoNEKhUECpVALAZ8Wt/7DnXytWqxVtbW1ISkryaTfDarHYHeBxOWgbm8OXXm4OzhOOEDJw8VlbdKpIiNyEaNy6KR7VZcmIFK4+ysh4pCiVSrZuzZP0EjPfLTs7G4mJiav+/mDHbDaz7xfjKZOQkLAmPyyapnH16lVwuVxs2rRpyfttNpvx0EMPYc+ePfj6178e8JsxH3DNXygkxQsAWCzu3aV+9NFHuP76671SV0HTNHp6emA0GiGRSMDhcLziCeJMZ2cn0tLSEB0dfc3C3ImJCYyNjaG0tDRgBWS+xmq1QqlUQqFQwGKxsHeAq80zG41GtLW1ITc3N2gvmEq9BV/4zSWMz7onygkEAIiP4oHH4UFlsIKmAXE4D3qrA0I+B7tKZOgY18HioPH1m7NwT7FnkVkmvaRUKjE3N7fq9JLVakVzczNyc3O9bt8QjDC2CCqVClqtFlFRUWzR70rNFMxeQ9O0y1IAq9WKL33pS9i5cye+9a1veSxcTpw4wf5bq9XiySefXHD82LFjyMnJgUajAQA89thjHr2em2xs8fLpp5+ioqLC46JMu92OtrY2xMTEIC8vD5OTk7BYLF6PvHR3d7NKfTmrf8a+vri4OGha+HwNU/CrVCqh0+kgEokglUpXLPidnZ1FV1dXSESn2sZm8a032qHQ2wK9FEKIEMabN/23OOZt/8P5HNgpGsmiCCTFhENjtCIlLhz/fFsONid5zzbBOb2kVqtXTC9ZLBa0tLQgLy/Pp/5XwQrjKaNSqaBSqQCAFTKLx60wdXl2ux1btmxxWeP48MMPY/v27Xj88cc9Fi7Hjh1bIFaamprQ2NjIfu3IkSPYtm0bDhw44PKxD1mf4sVqtbrVSXT58mUUFRV5FJ0wGo1obW1FVlYW2843PT0NnU6HvLy8Nf/cxTDCZG5uDqmpqZBIJAs2ZmbkQGRkJPLy8tZjmNAtmDZGhUKBmZkZREVFQSqVIiEhYcEdoEKhwODgIEpLS0NisOTP3+lH4xUlBDwOehSkfZqwMsy8IgAQcAAhnwtJlBB3FiTCZHOgODUWu4tlEPB829F3rfQSI1yYSfaEz6bTq1QqGAwGiEQiJCQkQCKRYHBwEFarFQUFBUuu8Xa7HV/96ldRUlKCp59+2it7QFVVFS5fvrzgawcPHkRdXR0AQCwWY2Zmhj3W2NiIo0ePoqGhwePXXoGNM1XaFZ667DJzk4qLixeYmHnbQ4apb0lPT2eHivX29iI6OpodhsiklPxp5BSMOLcxMnc0CoUCw8PDEAgESExMhM1mw8zMDCorKwPWCr1ajDYHaBooSYnFhNYMo40CGX9EuBY8AHYAfC4QweciWRyO7Vli7C1N+sd0aP/gbMHv3L3U2dkJq9WKjIyMoI98+hNXnjIqlQpdXV3gcDjIzs6GxWJZcNPtcDjwjW98A5s3b/aacAEAiUSyQKycOHEChw4dAjAfhXH1/MbGRq+8tiese/HiicgYHR3F+Pi4z+cmORfm8ni8JZ04Y2Nj7Hh4plg5VKz3fY2zS2Zubi6MRiM6OzthNBoRERGBsbExSKVSjwt+/cGTd+bh001aPP/uAGwUDT4XsPrGY5GwTuALOJBFCrFFFoX3+zRQzllgp2io9FbkB6j5kOleiomJQUtLCzZt2gSz2YzLly+z3Tje7F4KdZibsdnZWUgkEuTk5ECtVqOzsxPPP/88xGIxdu/ejZMnTyI1NRU//OEPvRp1P378OO68806IxWI89dRTyMnJYVNCGo1mSbSMGXip1WoXDEL2NyErXhgn2pXg8XirjrxQFMW6wm7bts1lXYm3xIuzY+7i2g0OhwOz2Qy9Xo/t27eDpmkoFAq0traCy+WSi8AiHA4Hent7IZFIsHXrVthsNqhUKvT29sJsNnvcKeFrBDwuUkThGJsxweagIeA6JwUIhKVYbDRmTXaMzpjmzYI4HNSUpyBfFlixzhTJO4/dyMvLg9lshlKpRHd3t1e6l9YLw8PD0Ol0KC4uBpfLRVRUFDIyMvCLX/wCZ86cwXPPPYe+vj7ce++9OHnyJO666y6vRbJycnJQW1uLP/3pTzhy5AiefPJJVrxotdolz2fEjEajIeLFl/D5/FWJDJvNhtbWVojFYpfFUgyeipeVHHNpmsbQ0NCS1Ed2djays7PZi0BXVxccDgcSEhLYCMNGvAhYrVZ2kjdjGLh4IKJarWaNuOLi4pCYmAiJRBJURc+ponB86XPp+KhPA53FjuEZI0w2ImAI83AwPykaHEDI48Jsp6C3OmBx0MhLjMRt+QkoTI4J6BoNBgPa2tpcFsmHh4e7TC/5yxwvGBkZGYFWq0VJScmSG9i4uDh0dXWhoqICH3zwAZqbm3Hu3Dn89Kc/RXR0NH70ox95bAVSW1vLjhWQy+X46le/ioGBAdTV1UEkErEdRgzM40DXL4Vswa7NZltg5rYcAwMDiIiIcGtuhsFgQGtrK3Jzc1c0fDObzejs7ERVVZXba2Zwx+q/q6sLfD4f+fn5K7Z522w2KJVKKJVKmEymDXc3w0zQ3rRpk1udDDRNswW/Go0GUVFRrLFUsNTHPHP2Cv7Wr4HRasOsmUxu3Ogw/i0cAGF8DiIEPGySRkNvsWF61oxbNsfjh7sKfF6YuxKMcCkuLkZMjPsianH3krfN3oKV0dFRqNVqlJaWLrnOUxSFZ555BrOzszhx4sSS4xMTE+ByuR6NVmhqasLx48dx/Phx9msDAwPIzc0FTdNoampCVVXVgiyHq6/5iPVZsOvupuxuhESlUuHq1asoLS1166Rba+RlJeM5xkxNJpMhPT3drZ8pEAiWRBjGxsbQ3d3tdktxqMIY9a3mYsnhcCAWiyEWi9mCX6VSiebmZvB4PEilUiQmJgbUP2dblhhDagPaJ4jvy0aEuSow2wOPC0Tw5lPlYQIeuBwO7DSFw9enI0zAQ740KuDCRa/Xo729HSUlJaueZu88nd45vXTlyhU2veRsIbEeGBsbg0qlQllZmctZdv/xH/8BpVKJ3/3udy6v3d5o3NBoNEuce51rXiorK5ekhjQaDXbu3Onxa3tKyIoXd+Hz+bDZlvfNoGkaIyMjmJ6extatW922pF+LeFlJuOj1enR0dLgdQVhuXYzVt3NLcU9PD9u5lJCQEFSpkrUyPT2N4eFhVFRUrFloOBf85uTkwGQyQalUorOzM6DpuMLkaMyZSbXuRmXxPS2XA8RHCcDhcmGxU8iXRiNVHIG7i6QI4wf+XNbpdOjo6EBpaalXiuOd00vMDdnExASuXLnCppckEknQREpXy8TEBBQKxbLC5Sc/+QmGh4fx+9//3qfX6p07dy6IugDzN4TOM5Qee+wxyOVyVtA0NDSgtrbWZ2tyl5BNG9ntdrfEw9TUFAwGg8u5EEx6hqZpFBUVrToysZrRAzRNw263L+uYq1Kp0NfXh+Li4lXftbj7+kxYVqVSISwsjI0whFrnEk3TGB4ehkajQWlpqU+Hx6lUKigUChiNRjYd54+7v65JHf7nrwNoGZvFnMkRvCciwadwAcRFcEHRgNkOxEcKsEkWjVs3SXBdlhg5CYHvopubm0NnZ6fXhMu1WA/ppcnJSUxMTKC8vHyJMKFpGv/93/+N5uZmvPbaa34RZwMDAzh+/PiCPXKxgy7jsDswMACRSEQcdj3B4XC41UWkVCoxMzOD/Pz8BV9nZmxIpVJkZmauaTNyR7ysVN8CzBdsKRQKlJaW+k1IGAwGdoYQj8cLmc4lphOMoigUFBT4LRXGWH0rlUrMzs4iNjYWUqnUpwW/71xR4mz7FN7vVcNsD9pTkeADwgAIBYDRNm88Z7FT4HCAPaUyPHFnHsSRwXHDMTs7i+7ubpSWlgZEPDDpJZVKBYvFEvTppenpaYyOjqK8vHzJTRdN03jhhRfwwQcfoK6uLuRuKn3A+qx5cRdXJnU6nY4t8PTlrBt3CnOZjbiystKvNSlRUVEh17nkcDjQ1taGuLg4ZGdn+3VtzgKPmSSrUCjQ39+PiIgI9u7PmxecW/PjER3GR1JsOM60TsJqp2G0k+Ld9Q4HAE8A8LkchPFpCDkU7BxAFM7FXfliRIUFx2Vbq9XiypUrKCsrC9hNj6v00uTkJJteSkhIQHx8fFCklxQKBUZGRlBRUeFSuPzmN7/Bu+++i5MnTxLh4gbrPvIyNzeH4eFhlJSUAJj/APX19aG0tNTj9My1Ii8rCRebzYb29nZIJJI1R358QbB2LlksFrS2tiI9Pd2tzjF/QdM0DAYD+575IoplsNjxn2/34Xz7FBuB4XEAR9CenQRvEM7nIFLAA80BpNFCFMTzwXVYkBFF4/Yt0oCelzMzM7h69SrKy8uDcjAsk15SqVRQq9Xg8Xjs7KVARIiUSiWGhoZQXl7uUki98sorOHXqFN58882gj377kY2dNjIYDOjt7UVZWRmGhobY6m5vKNsPP/wQ27dvd+nRcq3CXMbAKScnB1Kp1ON1+ArmTkahUKxqGKK3YQqZQ2E2ChPFUiqVsNlsbBRr8fC11WJ3UPjZO/3448UxWEgd77onUsBFdkIENAYb9BYHbs9PwDdvy8YHfRpUpcdAxDVDpVKxKUwmwuAPfxSNRoOenp6gFS6uWJxekkgkrPjz9bVMpVJhYGBg2QHBr776Kv74xz/i3LlzIVO34yfWp3ihKOqaXUQMFosF7e3tEAqF4PP52LJli9c+rB9//PESB16mMBeAy9dh7lgKCwtDatbH4mGI/upcYi6Uvipk9iU2m40VfwaDgb1gikSiNX0G//OtXsibJ2C0kdTReic+gg8uj4NscThoHhc35cTjqzdlLnmeq+nOTOTPF8JCrVajr68P5eXlbndmBhvMTRkj/nyZXlKr1ejv70d5ebnLG+a6ujr89re/xfnz50Pu+uYHNrZ4MRgM+Oijj5Cfn4+MjAyvruHixYtsFMedwtzx8XFMTEygtLQ0ZE98YGnnUnh4OHvB9GaudnJyEqOjoygrKwvp9wuY/7wyBb9arRYxMTGQSqWIj493W/x9V96BD/rUsFOA1U6BSJj1RQQfsFOAjZq/anM5QG5iBP6zpgjSmDBIolY+t5hWf6VSCYfDwaZ9Y2JiPE4vqVQq9Pf3o6KiYt3UZPgyvaTRaNDb27vs+3X69Gn86le/wvnz5xcM/SWwbFzxMjc3h/b2djgcDtxyyy1eX0NTUxMKCgoQHh6+otV/X18fTCYTioqK1oXHijPOnUtcLpdtwV5r7pYZjcBYZq83q3DmgqlQKKBWq90Wf2MzJjx5sgPtE/r5E5MGETDrAC7mTejio4VQ6ayw00BcGBfgclGWEoP/OlC8piJdJvKnVCqh1+shEolYf5TVRv6USiUGBweXjSCsF8zm+XScUqn0KL00MzPDptZc3XidP38eP/vZz3D+/PmgT4UHkPUpXpjpyssxNTWFgYEBlJWVobW11eP5D65obW1FTk4OIiMjlxUudrsdHR0diI6ORm5ubtAU5voKJresUCjW1LlEURSuXLkCDoeDzZs3r0tX4MU4F/xyOBxWyLi683v+/w3glY9HYPpH4a6QRyZPrwf4HEAWK4SDBlR6K3ZsTsB9FSngALgxV+LxdYNJ+zLWEavpkFMoFBgaGlq2ZmO9stgeITo6mp29dK33genCqqiocClc3n77bTz77LO4cOECEhISPF6nVqvFiRMnkJOTA41Gg61bt6KyspI9zni0MDOJ/OTR4g02lnihaRr9/f2YnZ1FaWkpBALBqszkVkNHRwdSUlLYkOziC4zZbEZbW1vQdcj4i9V2LtntdrS1tQVdB5Y/sVgs7HvG2KJLpVL2M9avNODbdR0YUBnZ7yGzp0MfDgBJlAAZ4nBECPj4lx05KE7xTU2cc4ecSqUCgAWC2fm8m56exsjIyLJdMhsFmqah0+nY2qLl0kuM781yxczvvvsunnnmGVy4cMErzRparRY7duzA5cuXAQAnTpxAQ0MD6urqAABHjhzBtm3bWHfcxY+DnI0jXhwOB9rb2xEeHo7NmzezJ6EvxAtN0xgbG8PQ0BDbheMcjp2dnUVXVxcKCgoCOjY8WFipc4kRehkZGR4NGltP2O129j3T6/UQi8VITEzEX0fMeOWjUfSpTIFeIsFLxAi5qMiIQ2W6CDflSlDoI+HiCqvVyqZKTCYT+zmzWCwYGxtz6Uuy0XGVXoqMjGQN6FylzD/44AM89dRTOH/+vNduZmtra1FVVbUgmqLVatk9RywWY2Zmhj3W2NiIo0ePoqGhwSuv72PWp3gB5u9SGcxmM1paWpCWloa0tLQFz1uupXmtOBwONk0EYMGE4piYGAgEAszMzATUvCmYWdy5FB4eDr1ej4KCAq+EUdcjFEVhZmYGSqUSGo0GNpsNP2nhYGCW5IxCET4HCBdwYbLOF15nSsKRHBeBrPhI3FWQiOuzxQFZl8PhwMzMDIaHhzE7O8umfRMSEoiAWQaHw4Hx8XH09/dDKBQiNjaW7fZiRMRHH32Exx9/HGfPnl2yP3kCh8NBf3//gllEDE1NTdixY8cC8eLHidDeYP077Gq1WnR2dqKwsBBi8dKTnsvlgqIojwtll+soYiYUM/UajFlZT08Pe+Jv5JDrYrhcLiQSCSQSCTvNOz4+Hn19fRgbG2Pfs/VcGLhauFwu4uPjERUVBa1Wi8zMTByi5vBGqxr9c4FeHcFdCpOioNRbodbbwOdxUJIajUGNGRRNI00cjuz4CJSmBc5CgcfjsRHtW265BUajEUqlEiMjIyE1RsSfmEwmjI+P4/rrr0dERAR0Oh0mJiZw+PBhhIWFYdu2bfjrX/+Kv/zlL14VLgMDA+z/m5qaoNFooNVq8eSTTwKY73ZaXAzMiCnn6EyoEtLihcPhYHx8nJ0svFxrGzMB2hPxslIrtMPhQFdXF4RCIW688UYAn3XhNDU1QSAQsF04od726y0mJiYwPj6Obdu2sUKFec9aWlq80rm0njAYDGhvb8fmzZshFouRlQUMm6+i/+JEoJdGcJPuKQPiowQIF3BB00BRSiziIuYLdR/aloZN0sCO5BgbG4NCoWCHBsbGxiI2Nha5ublsMX53dzdsNhtbwxYbG7sh69OAz85J59lOzHv26aef4q233sJ//Md/IDU1Ffv27cOOHTuwZ88e3HDDDR5HshjxAoCtYTl27BiOHDmCo0ePQqvVLvkeRsxoNJqQFy8hmzaiaRqdnZ3Q6XQrThZubm7G5s2b19y3v5JjrsViQVtbG5KTk5dV1iaTCQqFAgqFgu0okUqlG3JTpmkaAwMD0Ov1KC4uXlZUetq5tJ5gaqhKSkoWmFmNzRjxyP9twajWco3vJgQT0UIu4sIFsNMUtshicPS+AoQL+BDyAttZNzo6CpVKhdLS0hVv9Jh6LKVSCZ1Oh7i4OLYNe71ZQSyHwWBAW1vbknOSoaOjA48++ijkcjny8/NhNBrx//7f/8O5c+fw4Ycf4vTp0y7TPe7CpIBmZmZYIeKcFmpsbMTBgwcXpI0GBgaQm5u74HuCmPVb8zI6OorExMQVN7K2tjZkZ2cjJiZm1a+xkmOuTqdDZ2cnNm3ahPj4eLd+psViYX1R7HY7K2R8PU4+GKAoCl1dXRAIBMjPz3dbhATrzCV/wJiDlZaWuhS7L7w/hDcuj0Ohswb3CUsAAEQJOEiXRCIqjIfKdBG+eVs2BAEWLiMjI9BoNCgtLV21PQFN02wbtkajYX2LEhIS1m2U2Wg0orW1FcXFxS73le7ubjz88MN4/fXXUVhYuOQ4s+96cu3SarUQi8UL6lecxcnAwMCS+hZS8xIkJCUlgaJWtuli0karxbkw19WHTKlUor+/HyUlJasSHmFhYewkVGZT7u3thdlsZqML3nDEDDZsNhva2tqQmJi4ardjgUCAlJQUpKSksJ1LY2Nj6O7uDtjMJX/ApNaWc+nUGm3omJiD0eJAlJALAY+LGdPKM78I/oXPAfi8+YGaN+RK8PD2TKSJIyDgcQIuXIaGhlhribWcPxwOh637Az7zLWpvbwdFUWydzHqJmJpMJrS1taGoqMilcOnp6cHDDz+MP/zhDy6FC+CZaGEQiUQQiUQYGBhgIzhMqkgkEqGysnJJdEWj0WDnzp0ev3YwENLixV1WK15Wqm+haRojIyNQqVSoqqryqBh38aasUqkwPDwMvV4PiUQCqVQKkUgU8ic9c8JnZ2d77G/A4/EglUohlUoXdC719PT4beaSPxgaGsLMzAwqKyuX/V1EkQI8sDUVV6f1mDHaEMEN7c/JeoQDIFLIBcCBOFKAynQRytODww5+cHAQOp0OJSUlXhP+UVFRiIqKQlZWFqxWK9RqNQYGBmAwGNg27FC90TCbzWhtbUVBQYHL2XSDg4M4fPgwXn75ZZSWlvp8PU899RQaGxvZVuk//elPOHr0KHv8scceg1wuZ2tiGhoaUFtb6/N1+YOQThvZbDa3Ii99fX2IiYmBTCZb8bmMcHE4HOByuUtEA9NRBMCrQx4Xw8zCUSgUmJ2dRVxc3BIvmVBhbm4OnZ2dPve8cTVzKRQ7l2iaRm9vL6xWKwoLC936e/+8sR+vXx6HweIgIwOCCC4HSIzmw+YAwvg8FCRF4/GdechKCPz04P7+fhiNRhQVFfnlmuLc7j8zM4OoqCg2vRQK3ZiMHceWLVtcXsdGRkZw6NAhvPTSS9i2bZvf1nXs2LEFj5luI+fjOTk5GBgYgEgkIg67wYDdbncrojI4OIiwsDCkpKRc83krFeYyaY+EhARkZGT4LRqy2BdlLUP9AoVKpUJfX9+Canx/4e2ZS/6AqQkKCwtDXl6e25+xS8NaPPeXXgypjbDYyNDGQBMXzkWaKAzS2EhY7RQmZ81IigvDPUUy7C1NCmiqiHEhN5vNKCoqCkhUl6Zp6PV69kbDmwMRfYHFYmEbP1zZcYyPj+PgwYP45S9/yXabEjyGiJeRkRFwOBykp6cv+5yVhAvTEpebm4vExESP175WFg/1i4iICFovmbGxMUxNTaG0tDTgkY9Q6FxixiPEx8cjMzNz1d/fpzTg/V41TrdMYnLWDIONSBh/Es6fnzNF0fNX3Z0ZHEwYuIiKCEOKOAqFqSJ88Trv+XysBWZILBPVC5bP/mLH2mAqyLdarWhubsamTZtcDlGcmprCgQMH8LOf/Qy33Xab/xe4fiHiZWJiAhaLBdnZ2S6Pr1SYq9Fo0NPTs2yBVqBgZpQw0QXGS0YqlQZULAT7FO1g7FyyWq1obW1FWlqaR9bhDd0KPP/uIAQ8DgaUBliJfvELXA6QKQ7H2KwZtn9ckjYlRoKiafBB4YkqAbigIP1H8Wp0dLTfP2s0TaOnpwcURWHLli0BFwXLwRTkK5VKzM3NsY61EonE7y6/jHDJy8tz2U2qUCiwf/9+HD16dN0UwgYR61e8OBwOto35WkxPT0On0yEvL2/B11cqzAXmoweTk5MoLS0N+ra/xV4ygUiTUBSFzs5OhIWFYdOmTUF7gWRYaeaSPzCZTGhtbV1Vu/1yfPXVFnw6qIWQzwUXFPRWOrhP4nUCjwOII/lIE0VArbdAZbDh1rx4JMaGIUUUgS9/br6zkIkuMMWrTEG+rz9rNE3j6tWrALBg7luwQ9M0Zmdn2TZsoVDIppdcDT70JjabDc3NzcjJyXE5tkSlUmH//v340Y9+hHvuucena9mgEPGiUqmgVquxefNm9mvudBT19vbCYrGgsLAw6KIHK8F4yTBpEn94yTA1QVKp9JopumDFVW0RU1Doq7+/TqdDR0cHCgsLERfneQfK115rQfPoHIR8LnQmG4m8+BEOgCxJOA5/LgOXRmZw+PoMlKS6tvpnilcVCgW0Wi2io6PZz5q3ows0TePKlSvgcrmr8lYKRoxGIysAHQ4HGzX1trUEI1yys7NdlgnMzMzgvvvuw9NPP429e/d67XUJCyDiRavVYmJigu25X6m+xW63o729HbGxscjJyQnpkx34LE2iUCh85iXDRA8CXRPkLRbXFvmic4lJR67WJ+haDKoM+HBgBvnSKHztj20wkboXv/PCAyW4Nd/9AaM0TUOn07HFqwKBgPVG8TS6QNM0uru7IRAIVlUAHgrYbDY2vaTX6yESidj0kieRLLvdjubmZmRmZrq0dZidncX+/fvx3e9+F/v37/fkVyBcm/UrXiiKgs1mW/F5Op0Og4ODKC0tXVG4MH4kmZmZSEpK8tXSAwZj661QKLzmJcNY13srehCMONcWeWNA3fT0NIaHh1FWVuaTdKTObMd35B1oGtbC7Ajq0zik4XOATdJIdE8b2a/tLpbi2H1Fa/6ZJpOJrcliisvXUifDjFAJDw9Hbm7uuhIui2GipkwbdkREBBvJWs3Nht1uR0tLC9LT011aa+h0Ohw4cAD/63/9LzzwwAPe/BVQW1uL48ePL/ga0+as0WgAIJTanL0BES9GoxFXr15FWVkZW+DrSplrtVp0d3ev603YGYqiWCEzNzeHuLg4yGSyVdV7KBQKVhgGcwuyN/G0c2l0dBQKhQKlpaU+7RA7/sEQ6psnMDlrAdEv3kfIAXKkUdhbmoTTrZMwWexIFofji9vSsbPAMyNGhrXWyTC1Z5GRkcjNzfXKWkIFppGBiWQBWODyuxwOhwMtLS1ISUlxWTRvMBhw//334+GHH8bhw4e9uuYjR46gqakJDQ0NC762bds21mBu8eMNABEvFosFra2tqKioWLYwd2pqCiMjIygpKdkwm7Aza/GS8dcmHMyspnPJ3YGU3uKp0134eHAG2fGR6FcZMWeywrL6KRkEF5SlREHA5yNKyEWEkI+oMB7uKZTh+mwxeD5yOXa3ToaiKHR0dCAmJmbZDsuNhNVqZc9Rs9kMiUTCnqOMAGSES3Jysks/MJPJhEOHDuHBBx/EI4884tX1DQwM4Pjx40vEi1gsXjBUsbGxEUePHl3wnHXO+p1t5A40TbMf0MuXL7OtxIxAYTYUnU6HyspKv7fiBQtcLhcSiQQSiWRBvcfAwMASLxnnYuaKioqQc/z1Ju7OXOJwOKwzc2lpqV9C+A9sTYXNQWNIZYDR6oAkSogZow1me1DfkwQtXIA1/+tTGFCSLkJCdBguDmshiRIiKS7MZ8IFmD9H4+PjER8fv6BOZnh4mK2TiY+PR29vL+Li4pCVleWztYQSQqEQqampSE1NhcPhgEajweTkJK5cuYKYmBjEx8djfHx8WeFiNpvx0EMPYf/+/fjKV77i9fU1NjbizjvvRFNTE/s1538zSCQSNDY2ev31Q5WQ3qlX2gCYjiIAqKysZBV4V1cXG+5n7mDKysrWdU54NXA4HMTFxSEuLg55eXlsvUdTUxMEAgGsVivEYjGKi4vJe+bEcjOXrl69CrvdDpFI5FdjsLK0OJSlxeHLLzeBywEcFE2EiweIIvnQGOcbBAx2oHtSj7gIPjLjI3GoMgU5Cf6bCs/hcBAbG4vY2Fjk5uayNgmffvopeDweoqOjodPpAuInE8w416sxbdgdHR2gaRrT09NwOBzstQ+Yj9ocPnwY99xzD772ta95/b1sbGzE/fffj0uXLi34ukajWWKIx4wk0Gq1Ph2zEiqEtHi5Fq4Kc8PCwpCWloa0tDTo9Xq0tLSAx+PBZrNhYGAAMpkM0dHRgV56UMHhcBAdHY3o6GikpaWhqakJERERmJubYyNZwW65HwiYSFZMTAz0ej3bgXXp0iW/zlyyOiiYbA5YHRTiIgQAVk6zEj6Dj/loC48LGC128DiAg57/emwEHwlRYXj6QH6AVzkfXdBoNMjNzUVSUhJUKhUGBwfXxTBEX0HTNIaGhpCZmYn09HSYTCaoVCo888wz+OCDD3DzzTdjdHQUt912G771rW/5RAQuJ0SY6dDOMGJGo9EQ8YJ1Kl5ommZbqF2drDqdDp2dnSgsLIREIoHdbodSqUR/fz9MJpNPWolDHaPRiLa2NuTl5bGGTUzhKhPJ8oeXTChhNpvR1taGrKwstuVy06ZNbCSLEc/M++YL0y0hj4tHbszA65cmIORxAJrG2KzF66+zHokUcAHQMNpo0BTA53PA53FA2SlI48Lw3R25uDFvqV28v3E4HGhtbYVUKkVa2vz4geTkZCQnJy+ok2GmrvvKTyaUoCgK7e3tEIvFrCdVREQE0tPT8Ytf/AJKpRLf/OY3oVAo8Oqrr6K/vx979+7Fjh07vHaj5jzteTEikYjtMGJgHrsaUbARCelPr6uCyJUcc5k6DudBgXw+nz3ZHQ4HVCoVhoeHYTAY2FbiYJixESiYLqzi4uIF4xHCw8ORnp6O9PR0tnC1t7fXZ14yoQQzC8vVILeoqChkZ2cjOzubFYCdnZ0+m7l0d6EMn8sW4/affwSLnfi+uAsNGhbbfJpNwOMgUxIBB0VjzmLH7pIk3FXonY4iT1ip0NSdOhl/uNUGEzRNo6OjA3FxcS5niDkcDjz99NOoqKjAmTNnQFEUPvroI5w5cwY/+MEPcP/99+N73/ueR2tgJjwvh0QiWRJ9YR6TqMs8Id1tBMznJGmadssxd3h4GBqNBiUlJW51xzDFXUwrMdOmyBRgbgSmp6cxNDSEsrIyty9wjJfM9PQ0KwBlMtmGEYCM781isbcSrjqXpFIpYmNjPX7fDFY77vj5h9D/o90o6E/sIIED/KOjiAeKAnITo/Ct27NRmSEK9NJYT5LU1NQ1zcNa7CfDfN7Wc50M430TGRmJnJycJccdDge+9a1vQSaT4dlnn3UZuTcajR5PvpbL5QsiKw0NDWhqasKRI0ewc+dO5OTkkG6j9dwqDcyLF0a0LCdcKIpCd3c3uFwuNm/evKa8LxN+nZ6exuzs7Jo8UUIJmqYxMjICtVrttthzxWIvmUDMDvInKpUKfX19KCsr8yi87IuZS3/4ZBS//mAINgcFnYVEYNwhjMdBcWoMFHMWWB00Hr0xEw8FeDI08JlwSUtL84qZpis/mfVWJ0PTNLq6uljTvsVQFIV//dd/RVRUFP7rv/7Lr7/3iRMncPz4cVy+fJn9GvF5WefixWKxwG63L+uYa7Va0d7ejsTERKSnp3vljoKmaTaPzHiiyGQySCSSkJuB5ApmiJvD4UBBQYHXTuK1eMmEEpOTkxgbG0NZWZlXC3EZ4cy4h6515tKH/Rq8enEMceECnGufAmk8Wp64MC5sFGCxU4gU8iCLDUNVRhyevicf/ABv5jabDS0tLcjIyHDpAuspiz9v66FOZqUxCRRF4Xvf+x5omsb//M//+F241NXV4dKlS3jqqafw2GOPsakhxmGXSTMRh12ng6EsXsbHx/GjH/0I1dXVuOmmm5acWNPT0xgcHFxQZOptmHY7ZgZOdHQ020kSihuyw+FAe3s7YmJifDrXafHsoMVeMqEGk5IsLS316d/dk5lL3VM6/PbDEezYnIBjDX2YmrP6bJ2hTjifAyGPC6PNgZhwAWpKpShNE+HuANe5MAMDnYvAfYlznYxarQafzw+5OhnmZozL5bqcdE9RFJ555hnMzc3h+PHj6ybStA5Yv+LFZrOhsbER9fX1+Pjjj3H99dejpqYGN998My5cuIAf/ehHePvtt30mXBbDnOgKhQIqlYrdkBMTE0PijsVisaCtrQ2pqakui/98BWPnPT09zQ6mY/xSfN1K7CmMYZ/VakVhYaHfL3yuZi6507kkb57A0b/0wkDGTi9BwAXC+FyAw0F8pAA35Urw9L2bV/5GH2O1WtHS0rLspGN/EGp1MjRNo6enBwBcTtSmaRo//vGPMTExgd/+9rchecO5jlm/4sUZu92O9957D3V1dbhw4QLCwsLw1FNPYd++fT4ZfOcOer2e3ZCFQiG7IQdjZIHpjtm0aRPi4+MDuhaj0chuyBwOh33fgu1Oj6IodHV1QSgUuryj8zermbn0ly4FXr80jkvDWjL3yAkugOrNUShME+N3l5SIDuPj2H0FyJe6X3jtC6xWK5qbm5Gbm+u3m7GVCPY6GZqm0dfXB7vdji1btrgULseOHUNfXx9eeeWVkLjB3GBsDPECzAuY7373u1Cr1Th8+DDOnTuHd999F8XFxaiursbOnTs9rhJfK0ajEdPT0+wdskwmQ2JiYsCElTMzMzO4evUqiouLg86kb/GGHCxeMg6HA21tbRCLxUFpw75S59LZ9imc+GAYWpMNasPGNq7jcwEOOHDQNHITIvDdm5PBt8zi9XYt0sQRePiGLMTHxwdsQ7ZYLGhpaUFeXl7AbyyWY7k6mfj4+IDdrPX19cFqtaKgoMClcPnv//5vNDc347XXXgvKG0rCBhEvs7Oz+MIXvoAbbrgB//t//2/2w0pRFD7++GPU19ejoaEBmzZtwr59+3DXXXcFbKNmrLyVSiUABDSywAykLC0tDbrIxmKsVitUKhUUCgXrJcO4Ivsz6mG1WtHa2oq0tLQ1taj6G1edS41jQMuUGTYHje7JOVgdNGwbOIPEBSCO4uORGzLx5c/NF/YzBeZKpRIajQZRUVFsgbm/Njuz2YyWlhbk5+eHjDmZc50Mkwb2d51Mf38/zGazy3EcNE3jhRdewN/+9je88cYbQZ+a3sBsDPHy6quvIiws7JptZBRFoampCXK5HG+99RYyMzNRXV2Ne+65h51l4W8sFgsUCgUUCgUoimIjC76OEDHW2FqtFiUlJSEXMl3sJcNEFnztJWMymdDa2urTInBfwtwhj0xMo2t8BiWpsTg/RKO+cwZmK4WNql+EPA6qMkT4992bkSZe2uJO0zT0ej1bz+aPDZkRLq6MDkMJf9fJDA4OspPbXQmX3/zmN/jLX/6CkydPBkXkm7AsG0O8rBZmbDxTIyOTyVBdXY1du3YF7A6HGRypUChgs9nYmgVvR4goimInHG/ZsiUo8tOesNhM0FdeMjqdDh0dHSgsLAyY2PUmTOfSpZ5xPN04Db0NG068cAHERPCRkxCBI3flozQ11q3vW7whM0LGW87IjEjesmXLunJU9XWdzNDQEObm5lBcXOzy57388st48803cfr0aTKPLfgh4mUlGA8AuVyO8+fPIy4uDtXV1di9ezcSEhICUojJnOTT09NeTZHY7Xa0t7dDJBIhKysr4EWm3sZXXjJMXVBJSUnA6228jUJnwffPdGNixoB+zcZonw7nc2C20+BxgMRoIYpTY1FdloQdm1ffxcOkM5n6Ik9HijBzxAoKCtaFSF4Ob9fJjIyMYGZmBiUlJS6Fy6uvvorXX38dZ8+eDVjtI2FVEPGyGpgKdblcjrNnzyI8PBx79uxBdXU1ZDJZQDZ75xSJ0Whk7fZXaxvPDApMT08PiVoNT1nOS2a1resKhQKDg4OrGpEQajzwm0sY1RgxY3IEeik+J0rAQXJcOAxWBzQGG1JE4fjGrVm4p0gGrofn9+IoYFxcHBITE902sDQYDGhra0NRURFiY92LAq0HPPWTGR0dhVqtRmlpqUvhUldXh9/+9rc4f/681yLZx44dAwBcvHgR27Ztw5NPPrnkeE5ODjsGYIMZzHkDIl7WCjMPqb6+HqdOnQKXy8Xu3btRU1OD1NTUgAiZxcWXzF2eSCS65nr0ej3a29uxZcuWkM6fr5XFNQtM63piYuI1C/bGxsYwNTWFsrKydd2R8P2zV/BhvwZqgxXWddw7HR3Gg83uADgcZEoikSGJwOHr07E1U+T116Jpmi34VavViIyMvKYRIyNcVjsTaz2ymjqZsbExKJVKlJWVuRQup0+fxq9+9Ss2qu4Namtrcfz4cfZxVVUVDh06xAoYYu3vFYh48QY0TWNiYgL19fU4efIkLBYLG5EJVPqFoij2Lm92dnbZWg+NRoOenp51mfJYKyt5ydA0jcHBQeh0OhQXF69786rGK0pc6JjCB70aGNZp2xGfy0FybBjGtWYI+Rz85L5CFKXEIinW99E0xoiREc+LDQWZm4uSkpKgsysINDabjb1hW1wnMzU1xd5cuDpHz58/j5///Oc4f/68127atFotnnvuORw9epT92okTJ3D06FH09/cDABmq6B2IePE2NE1jenoap06dwsmTJzE7O4tdu3ahuro6YGZli2s9YmNjIZVKYbFYMDExgbKyMlJZvwyuvGR0Oh34fL5Lj4j1yC/fG0RjtwJ9SiMc9PxVY72c/FwAXA6QHBeG8nQRJmbNyImPxL/dmw8BLzDF6s6fOavVyvqRJCYmbojP21pxrpNRKpWgKAqbNm1CYmLikmjW22+/jeeeew4XLlzwqj/OwMAAcnNz0d/fz06mPnHiBGpra0HTNJqamrBjx44F4qWpqQlVVVVYYb8lLISIF1+jUqlw+vRp1NfXQ6lU4vOf/zxqamoCtvEx4ere3l7o9XokJCQgKSlp3QxA9CUWiwXNzc1wOBzg8/kLOr7W86aiM9vx0t+H8VbnNBQ6KzgcQBIpBJcDjM1aAr08j4kN56EoORoZkig8syvwVv8Mc3Nz6OjoQEpKCubm5mAwGNxOBW9kpqamMDo6ik2bNkGtVkOtVqOhoQFcLhcHDhzA2NgYfvjDH+L8+fM+mQHV1NSEyspK9vHBgweh1WrR0NCAxsZG1NbWslEY4DPBMzMzs666x3wMES/+ZGZmBmfOnMHJkycxMjKCu+66CzU1NctWwPsCiqLQ3d0NHo+H/Px8dkwBU7Qqk8lCekKsr7DZbGhra4NUKkV6ejrsdjtriudPL5lAMWe24X/eHcSfLo+DooF8aST6FMZ1MX1ayOPgf9+9CZ/LkSBDEhwtsrOzs+ju7kZpaSnb/eJwONiJ9bOzs4iNjWU7cMiNxzzT09MYGRlBRUXFgmtYf38/6urqcO7cOQwNDeErX/kKHnroIZSXl/v0fNVqtcjOzsbly5eRk5MDuVyOI0eOLBAvWq0WYrF4QbSGsCJEvASKubk5nDt3DidPnkRvby927NiBmpoaVFZW+kzI2O12tLW1IT4+HhkZGQtO2sUDEIVCITumYD0Xo7qDxWJBa2srMjMzIZPJlhz3l5dMoOlVGPCll5tgsdmREC3E+GxotE5z4dqjhgNAyAfuKpDhP2uCJwXICJeysrJl/UaYifVMwe9qJoivVxQKBYaHh1FeXu7ymvXRRx/h8ccfx2uvvYa2tja8+eab6OjowC233IJDhw7h5ptv9vqa7rzzThw9epSNxDQ2NuLgwYML0kYk8rImiHgJBoxGIy5cuAC5XI7Ozk7cdtttqKmpwXXXXee1Oyqz2YzW1lZkZWW53IAX4zyRmM/nh8wkZ2/DDKV014LdV14ywcLUnBkHTlzCjNEGHgchGXkJ4wFhPC7MdgoxEQJ88N2bAr0kFq1WiytXrqC8vHxVrffO5yuXy2ULfjeK2ZpSqcTg4CAqKipcCpdLly7hW9/6Fs6cOYOMjAz261arFe+//z5UKhUeeOABr67pyJEjOHTo0IIUkqv6FlLzsiaIeAk2zGYz3n77bdTV1aG5uRk33XQTampqcMMNN6w5lcO4vxYUFKxJ2TPzlhQKRVBPcvY2s7Oz6OrqWnN76uK7Y+d22FBOy+391ScY0hjB5XBA0TTsIdSAFCXgIDpMgMQYIaoyRdixOQFbM4PDHoAxO1ytcFmM2WxmU5qMG3diYiJiYmKCJrrkTdRqNfr7+5cVLi0tLfj617+OU6dO+S0tI5fLIRKJsHPnTgAL62BIt5FXIOIlmLFarXjnnXdQV1eHTz75BNu3b0d1dTVuueUWt1M5KpUKfX19XmuFdu6EYOYtyWSydXeHp1ar0dvbe83Q/WpYq5dMMKLQWfDG5XG8+uk4dGZ7yIwNCBdwkS+NRJRQgLK0WHz9lqyAdRQtRqPRoLe3F+Xl5V7t/FtcmyUWi9mC3/WQ0mTet4qKCpfnUUdHBx599FHI5XLk5+f7ZU2NjY0YGBjA/fffz67x+PHjbPs08XnxCutPvKxX50KbzYb33nsPcrkcf/vb31BVVYXq6mrcfvvty17sxsfH2VZoX2yQVquVjcjY7XY2VB3qfjFMt4Kv3jdgoZeMc5g/VKJZNE3j95+M4g+fjmNcaw70clZEFMHDF7eloyw9DjfmBtcEZrVajb6+vmU3YG/BtBIrFApotVrExMQgMTERCQkJIZnSnJmZQU9Pz7KCr7u7Gw8//DBef/11FBYW+mVNTPHtYg4cOIC6ujr2MbNPDQwMQCQSrZt9yo+sL/GyURStw+HABx98gPr6erz77rsoLS1FdXU1du7ciYiICFAUhSeeeAI33HADampq/HJhstlsbETGYrGEbBvxyMgIVCoVSktL/ZbacRXNYgb5BTOtY7P4Tl0HFDpr0EZfnD1ppDFCvP5IlV+M59yFqdUoLy/3awSOGY+hVCqhUqkQFhYWUpFApjaooqLCpXDp6enB4cOH8eqrr6KkpCQAKyT4mPUlXjZiLtHhcODjjz9GfX09GhsbkZeXB7VajbS0NPz6178OyB2Vc6jaaDSybcSrnbfkT5i5VWazGUVFRQELqTtPD7darUEtAs+1T+PVT0dwdUoPc5COPeJz5i9UAi4Hm5Ni8L8/vwklbk6H9jUKhQJDQ0PL1mr4E4PBwJq7AWAjgcE4pJDpxlquNmhwcBAPPvggXnnlFVRUVARghQQ/sH7EC3EunM+t3nPPPaw1dlZWFqqrq3HPPfcEbJCbq3lLMpksqPxQGO8bPp+P/Pz8oFlXsHvJ2CkK/yZvwtu9uqAUL3dvioVaZ4JYSOHuLRKkyhJRmiUNiveO8SNZrq03kFgsFlbIMFHUxMTEoLj5mJubQ1dX17K1aCMjIzh06BBeeuklbNu2LQArJPiJa34QQ6odQqPRLGllZTprtFrtuu+fHx4exsGDB/H000+juroaFEWhvb0ddXV1uPfee5GcnIzq6mrs2rXLr8MXeTwe253EzFsaHx9Hd3c3RCIRZDJZQIsHHQ4H2traIBaLkZWVFZA1LAefz0dSUhKSkpJYLxnn9y6QXjI0TWOwvx9xfAocLhdwBD5xJOACzOglDoAv3ZiLYY0Jf+1RYdoiQIZBiY8/Hgj4e8fUVAWjcAGAsLAwpKWlIS0tjZ1aPzo6Cp1OF9D3TqfTXVO4jI+P44EHHsALL7xAhMsGJ6QiLxvZuXBychL33HMPTpw4geuuu27JcZqm0dXVBblczg4h27t3L3bv3o3ExMQArPgzP5Tp6WlotVrExsZCJpNBIpH47aJotVrR2tqK1NRUpKSk+OU1vcFys6okEolf0oQ0TePKlSvgcDjQhcvwP+8OontKB4uNggOBuzBIIvmIEPKgmLMgSsjDjbnxePqeTWgd16EqIw7RYfwF828YHx5/Fq1OTk5ifHwc5eXlIdcuv/i9i46OZj2MfP27MMMpy8rKXKaypqamcODAAfz85z/Hrbfe6tO1EIKC9ZM22sjOhTRNQ6lUujWng6Zp9Pb2Qi6X4+zZs4iIiMDevXuxd+9eyGSygM5bUigU0Gg0fjF2Y0z7cnJyAibgvAHjJaNQKKBWqxEVFeVTLxmKotDZ2YmIiAjk5ubCQdN4v1eD5Lgw/O7DYZzrUHr9Nd0lNpyPG3PESBVF4MqUDuECHv7t3nxIY1x34zFFq8x7x7jU+spVemJiApOTkygvLw/J7h5naJqGTqdj3zuBQMC+d94e8soIl9LSUpdF7AqFAvfddx9+8pOfYMeOHV59bULQsn7EC3EuXD00TWNoaAj19fU4deoUeDwe9uzZg5qaGqSkpARMyDhvKL4wdmMuhms17QtWfO0l43A40N7eDpFItCTFZqcoPHP2Kt5snfJr55GQx0F2fARGNCbQHA6+sDUZN+YmIDkuHHqLHcUp7td6ObvU8ng8r7avj42NQaFQoKysLOSFiyuMRiNbJ0PTNFto7mnHnMFgQFtbG0pKShAdHb3kuEqlwv79+/F//s//wec//3mPXosQUqwf8QJszG4jb0HTNMbHx1khY7VasWfPHlRXVyMzMzNgQsZ5M3Zu51zrnTHTYukt075ghukgUSgUHm/Gdrsdra2tkMlkSEtLW3K8V2HAd+UdGFAbQfnwyuDc+szA4wBxkXxECviw2BxIigvHLx8oRUL02gWb2WxmhYzD4WDb111toCsxOjrKtt+vR+GyGKZjTqlUwmw2r7nb0Gg0orW1dVmH65mZGdx33334t3/7N+zZs8ebvwIh+Flf4mWj+Lz4GpqmMT09jZMnT+LkyZPQ6XTYtWsXqqurkZeXF7COA0/nLSmVSgwMDKCsrCxkzOC8hfNmzHjJuNsKa7PZ0NLSgrS0NCQnJ7t8DkXTOPTSJfRM69miWV/gPGTRWcjcVZCAb9+eg19/MIzshEg8emMG+F6qnXL2MFrtZjwyMgKNRoPS0tJ14Wi7WhZ3G8bFxbH1Wdd6P0wmE1pbW1FUVORSuMzOzmL//v14/PHHcd999/ls/evV9HQdsL7EC0CcC32BUqnE6dOncfLkSSiVStx7773Yu3cvCgoCN4nXZDJhenqadahlIjLLiZLx8XFMTk6irKwsKDs8/MlqvGQsFgtaWlrcqg36wycjOPp2Pxx+ujKE8bmw2inQAIqSo1H3Vd93mCzejK/VfTM8PAytVouSkpINKVwWwxSaK5VKaDQaREVFscXSzuckI1wKCwtdWjzodDocOHAA3/zmN3Ho0CGfrZfcDAc160+8EHyLRqPBmTNncPLkSYyOjuKuu+7Cvn37UFxcHLALNBNVUCgUoGmajchERESwdT2zs7MoKSnZEGH71bDYUFAikbBeMkxRs7sTtVvHZvH1P7Zh1mT3y8UhWshFbmIUhjUm/NPn0vHYzVl+eNXPuFbn0sjICHQ6XUDPi2DGOSWsVqvB5/NZL5nu7m4UFBQgLi5uyfcZDAbcf//9+MpXvoIvfelLPl0jKUMIaoh4Iayd2dlZnDt3DidPnkRfXx927tyJmpoaVFRUBNSh1nneEgCEh4eTTcQNGC8ZZvaNzWZDbm4uUlNT3X7v1AYrvv5aGzomdT5bp5AL3LY5HgqdDYeqUrFzSwKiwgLbduxcaD4xMQEOh4Pc3FxIpdINH+lzB5PJhMnJSQwNDSE8PBzJycnsiAwmGmgymXD//ffjC1/4Ah555BGfroeYngY9RLwQvINer8ef//xnyOVydHV14fbbb0dNTQ22bdsWkGgHRVFoa2tjLzRMekQmky24IBKWotPp0N7ejszMTMzNzbE+PO56yQwoDXj54xFc6JiG0UaDx4HHqSSm1oUDICFagBMPlSEhOgySSEHQ/C1pmsbAwABMJhOysrLYolVvdy6tR6xWK5qbm5Gfn4/o6Gg2rfmd73wHBQUF2LVrF1566SXs27cPtbW1Pv+bNzY2ora2doFv2Eax3ggRiHgheB+TyYS3334bcrkczc3NuPnmm1FTU4Pt27f7xZiL6YyRSqVIT09nv8ZcEE0mE+Lj4yGTyRATExM0m18wwHRjlZaWssW8a/WS+fIrzbg0rEVUGAcGC+2VC0aEgIt8aTT+c18BMiXBM3eHmY1ltVpRWFi44DPlzc6l9QgjXDZt2rQkPanX63H69Gm8+OKLGB8fx7333ot9+/Zhx44dPhWCG9n0NEQg4oXgWywWC9555x3I5XJ8+umn2L59O6qrq3HzzTf7JJxusVjQ2tqKzMxMyGQyl89xOBxsnYderw/KeUuBQK1Wo7e3d9mBd8DqvGT+dGkcxxr6IOACcxbPWpCEPA4ihTzclCvBd+7IRbIoeCIYjPGj3W5fsYjdk86l9YjNZkNzczNyc3MRHx/v8vg//dM/4cYbb8S//Mu/4OOPP8bp06fxzjvvIDc3F08++aRLV3FP2cimpyECES8E/2Gz2fDXv/4V9fX1+OCDD7Bt2zZUV1fjtttu84orp9FoRFtbm9sFpsB8eonpHpmbm4NYLIZUKg3ovKVAwEw4Li8vX5Wh3WJjN+euL7XBin95owODagPmzA7Y12AAw+MA4XwOHtyWhhtz43FdliioNnmaptHT0wOaprF58+ZVrW01nUvrEUa4ZGdnu+xks9vteOSRR1BRUYGnnnpqwXvLjDwJDw9Hbm6u19dGTE+DHiJeCIHBbrfjb3/7G+RyOf7617+itLQUNTU12LFjh8uhaysxNzeHzs5OFBUVrXmCNtM9whSsuutJEepMTExgYmLC4zbyxV4ys9xYvNymw4DaDNAUtKbVjZ7mcebTRCYbhZhwPn77pXJsSVrq+REomBlPXC7X42nkrjqXfD0iI5DY7XY0NzcjMzPT5VgTh8OBr33ta8jLy8MPf/jDgAhW0m0U1BDxQgg8DocDH330Eerr69HY2IgtW7agpqYGd911l1suuEy6w7lOw1MCMW8pEIyOjkKpVHrdtp7p+nr1k1Gc6zdDbV7d9yfF8EHRHITzuZgxORAh4OLFL5ZjkzQ4XJFpmkZ3dzcEAoHXjRv9PXPJ39jtdrS0tCA9Pd1latfhcOBb3/oWkpKS8OyzzwYs0kZ8XoIaIl6CjWPHjgEALl68iG3btuHJJ59ccvxajo+h7ghJURQuX76Muro6/OUvf0FOTg6qq6vx+c9/3mVEZXR0lB125435Pa5gNpPp6Wm2YFUmk/llmq4vGRwcxNzcnE9N1H774Qj+7yejUOmscCfuwrjmcgDkJkZi55YEPHJjJmwOGqKI4Ni4mZRFWFgYcnNzfb65+nLmkr9xOBxoaWlBamoqkpKSlhynKAr/+q//iujoaPz0pz8NeMSTmJ4GLUS8BBO1tbU4fvw4+7iqqgqHDh1iBcxKdwLr7U6BaXeuq6vDn//8Z6SkpKC6uhq7du2CSCTCs88+i56eHrz00kt+ExFMwer09DRUKhXCw8Mhk8mWuIQGM86dMQUFBT7dIDQGK97tUeEvXQr8rX9mxecnRQswpbeBA6A4JRr/vrsAW5KCpyuHmaodGRnpk1qLlQjlziVGuKSkpLgcM0FRFL73ve8BAJ5//vmACxdCUEPES7Cg1Wrx3HPP4ejRo+zXTpw4gaNHj7LteivlYNdzjpa525XL5Th79ixsNhuio6Pxu9/9zuWgQH/h3HkjEAi8OsXZFzB1GhwOZ9UFpp7QOjaLR//QCoN1+fgLBwAPQEQYF3HhAuwokOLIXXl+WZ87UBSFjo4OxMTEIDs7O9DLgdVqZbvmgr1zyeFwsIM9U1NTlxynKAo/+MEPoNfr8etf/5oIF8JKXPMDHrrx8BBEo9Hg2LFjqK2tXeAhMDAwAGC+0n0xEokEjY2Nbh0PdTgcDoqKirB582YMDw/D4XBg06ZNOHz4MCIjI1FdXY09e/ZAJpP59cIdHR2N6Oho5OTkwGg0QqFQoLW1lZ23JJVKvdJJ5Q2YqEFERIRf0h3OlKXF4cufS8fvPxmBwUKxdz7hPMD8Dz1DA7AD2BJH4WBRGIqzI2G324MiNUdRFNrb2xEXF4esrKxALwcAIBQKkZKSgpSUFLZzaXR0NOg6l5gIqlQqdSlcaJrGj3/8Y2g0GvzmN78J+HoJoU/grxgbiJycHFy+fHmBcGloaMDOnTsBzIubxe2/jNeAVqtd8fh68CUwGo148MEHccMNN+DJJ58Eh8PB008/jcHBQdTX1+NLX/oS+Hw+9uzZg5qaGiQnJ/t1g46MjERWVhaysrLY8H57ezsAsHUKa+mk8gYOhwPt7e0QiUQB23yvyxLhnSsKmOwUpmbNsDo+Ey7AvO1/rjQK/9/hCsA2//5dvnwZQqGQTc0FIqLFbL5isRiZmZl+f313YNrUpVLpgs6lnp6egBabM+9dQkKCywgpTdM4evQoRkdH8corr6yrYnhC4CDixc9UVlay/9ZqtWhsbMTly5fZx4thxIpGo1nx+HoQL9/73vewb98+/NM//RP7NQ6Hg5ycHDzxxBN4/PHHMTY2hvr6ejzyyCOw2+3Ys2cP9u7di8zMTL8KmfDwcGRkZCAjIwMWiwUKhQJdXV1snYJMJvNaZ9RKMI7DMpksoCm28vQ4xEUKQRttYDLSkkg+tCY7KBoQCnj43l2bEBMuAMIFiImJQW5uLluw2tLSssRLxtc4HA5282XcmoMdLpeL+Ph4xMfHL+hcGhgY8GvnEhOtEovFLt87mqbxi1/8At3d3XjttdeCIsJGWB+QmpcAcuedd+Lo0aOsoFnJ8fHSpUvr3hHS4XC4fWdG0zSmpqZw8uRJnDx5Enq9Hrt370Z1dbXfUybOWK1W1mHVed6SrwoubTYb25bqqrvD3wypjbg6rcfLH41gQGXEnQWJuDSsBUUDslgham/Kwk15S51WGRZPEGciWr4QgkydhlQqDajo8yZ6vd4vM5eY+qDY2FiXkT6apvGrX/0Kf//73/HGG28EbY0YIWghBbvByJEjR3Do0KEFkZiVHB+JI+S1USqVOHXqFE6eg6R0vAAAHdBJREFUPAm1Wo17770Xe/fuxZYtWwImZGw2G1twaTKZkJCQAKlU6rV5SxaLBS0tLcjJyXHpYBpIHq/vRJ/SgJ/eVwijjcJmWRTmTHYkxrhfH7ScEPTG4E2mMyYpKcllncZ6wFedSzRNo7OzE1FRUS4Lm2maxksvvYSGhgbU19cHTU0YIaQg4iXYkMvlEIlEbK1LU1MTK2I2creRN9FoNDhz5gzq6+sxPj6Ou+66C/v27UNRUVHAigWZeUvT09MwGAxs58ha5y2ZTCa0traualSCv7BTFB57tQ0OisZP7ytclWBZjsVC0JPOGybNlpycjJSUFI/XFgp4q3PJHdv+l19+GW+++SbefPNNn6b+PPXMIgQ1RLwEE42NjRgYGMD9998PYH6TPX78ONs+vdF8XvzB7Owszp07h/r6evT39+POO+9ETU0NysvLAypkNBoNpqenodPp2HlLYrHYrY3EYDCgra0NhYWFiIuL88OKV8+VKT1MNgcq0r2/vsUzg1Yzr4pxf01NTXXpRbIRWOvMJcZ1WCgULpuaffXVV/H666/j7NmzPq358tQzixD0EPESLDDj1hdz4MAB1NXVsY9XcnwkjpBrR6/X48KFC5DL5eju7sYdd9yB6upqbNu2LWBdEEznyPT0NGZnZxEXFweZTLbsRqLT6dDR0YGSkpKQMC7zNYvnVcXGxrKdN4vfP6Y+KCMjY9mJ5BsNd2cu0TSNq1evgsvlYtOmTS6FyxtvvIGXX34Z586d8+ln0xueWYSgh4gXAsEVJpMJf/nLXyCXy9HS0oJbbrkF1dXV2L59e8C6ImiaZjfimZmZJRuxVqvFlStXvDrjaT1B0zRmZ2fZmUHOYx5omkZLS8uygwIJy89cSkhIwODgIAAsO6Dy9OnTeOGFF3Du3DmfRwOZRoX+/n7WeuLEiROora1l6wN37NixQLyQ+sCQg4gXAmElLBYLGhsbIZfLcfHiRWzfvh01NTW46aabAjYSYPFGLBAIYDabUVFR4dYwy42O85gHpVIJs9mMlJQU5OTkhMyYh0DDuEuPjY0BALKyslx2Lp0/fx4///nPcf78eZfRZV/gXCsIAAcPHoRWq0VDQwMaGxtRW1vLRmGA9deZuQEg4oVAWA02mw3vvvsu6uvr8be//Q3btm1DTU0NbrvttoC1e05PT2NgYAASiQQzMzOIiIhgvTyId8a1sVqtaG5uRmpqKmw2G9tCHGzuyMEITdPo7++H1WpFdnY224L9xhtvgMfj4eDBg1AqlXjuuedw4cIFxMcv3wLvS7RaLbKzs1kTULlcjiNHjiwQL0za3jlaQwhqiHghENaK3W7H3/72N9TV1eG9995DWVkZampqsGPHDr9N/J2YmMDExATKysogEAhA0zQMBgM7OFIoFLIbMYkoLIRpJc/Ly1uwsZpMJrYF29deMqFMf38/zGYzCgsLF6SKpqenIZfLUV9fj6tXr+Lw4cP44he/iK1bt3rUwu7KiNOZ5SImq/XMIpGXkICIFwLBGzgcDnz00UeQy+V45513UFBQgJqaGtx5550+S+OMjo5CqVSirKxs2YJixp2WiSjIZDIkJiZu+IiC2WxGS0vLiq3kVquVNcWz2Wxe9ZIJZQYHB2EwGFBUVOTyfXj//ffx9NNPo66uDq2trTh16hRbO3b//ffjlltuWdXrMSnblXAu0gXW5plFCAmIeCEQvA1FUbh06RLq6urw9ttvIzc3F3v37sU999yDmJgYj38+TdMYGhrC3NwcSkpK3G7pNplM7EbM4XDYiIy/okTBAiNcNm/evKoaDG96yYQyzGevuLjY5Wfvo48+wuOPP45z584tMPiz2Wx4//330d/f75cuSE88swhBDxEvBIIvoSgKra2tqKurw1tvvYXU1FTs3bsXu3btWlN4mqZp9PX1wWq1oqCgYM1eNMy8JYVCAYqiNkxqhDHv27Jli0fpAU+8ZEKZkZERzMzMLCuaL168iG9/+9s4c+YMMjIyArDCeTz1zCIEPUS8EALPYkMpYGX3y1B0x2Rs0+VyOc6dO4f4+HjU1NRg9+7dbhUzMiZgPB5v2ZbUtcDY7E9PT8Nms7FCZr35xDDCpaCgwKvtuqvxkgllRkdHoVarUVpa6vL3am5uxje+8Q2cPn3a5VgAf+EtzyxCUEPECyGwHDlyBE1NTQvCtRvBSZimafT09EAul+Ps2bOIiopCdXU19uzZA6lUukSYOBwOdHV1ITIyEjk5OT5LUzCpkenpaZjN5gWDI0M5NWI0GlnX4djYWJ+9DtPCPj09DY1Gg+joaFbIhHLn19jYGFtf5Uq4tLe346tf/Srkcjny8/MDsELCBoOIF0LgGBgYwPHjx5eIl402w4mmaQwMDKC+vh6nT5+GUCjEnj17UF1djeTkZBiNRhw4cABHjhzBbbfd5rd12e12qNVqdt4SMzgy1Go8mHEJxcXFXqk5cheapqHT6aBQKKBSqVhTt8TExJDq/BofH8f09PSyheFdXV34yle+gj/96U8oKCgIwAoJGxAiXgiB48SJE8jJyVkgPFZyv1zv7pg0TWNsbAxyuRynTp2C1WqFXq/H3r178fTTTwdMNCyu8ZBIJGyNRzALGb1ej/b29qAYl7C48ysUvGQmJycxMTGB8vJyl8Klp6cHhw8fxquvvoqSkpIArJCwQbnmRWf9JGsJQUdjYyNbTOeMRqNZ0rrKFFZqtdoVj4c6HA4H6enp+M53voNTp06Bpmlcd911+OSTT7Bjxw7813/9F/r6+vwu1JjNtri4GNdffz3i4+MxOTmJjz/+GN3d3VCr1aAoyq9rWgmdThc0wgUAoqKikJ2djeuuuw6FhYWgaRrt7e24ePEihoaGYDQaA73EBUxNTV1TuAwMDODw4cN45ZVXiHAhBBWhm6AlBD1ardZlt4crAcKIFY1Gs+Lx9WIwNTk5ierqajzzzDPYtWsXAEChUODUqVN44oknoNFocO+996K6uhqbN2/2a/SDy+UiISEBCQkJoCgKWq0WCoUCPT09QVOsygyoLC0tDcpxCREREcjIyEBGRgbrJXPlypUFBdOB9JKZnp7G2NjYssJleHgYDz30EH7zm9+goqIiACskEJaHiBeCT5DL5csW14pEIraDiIF5LJFIVjy+HjAajdi9ezd+9rOf4dZbb2W/LpVKUVtbi9raWmg0Grz55pv4wQ9+gImJCdx9993Yt28fCgsL/SoauFwuJBIJJBLJgmLVvr4+REdHs4MP/TmVe25uDl1dXSgrKwuJ1m+hUIi0tDSkpaWxBdP9/f0B85JRKBQYGRlBRUWFyyLj8fFxPPjgg/j1r3+Nbdu2+WVNBMJqIOKF4HWYtsTlkEgkS6IrzGORSLTi8fVAZGQk/vznP19zurFEIsHDDz+Mhx9+GLOzszh79iyee+45DA4O4s4770R1dTXKy8v9KmQ4HA5EIhFEItGCCcQDAwOIiIiATCZDQkKCT7tuZmdn0d3djbKyMkRERPjsdXyFQCBAcnIykpOT2Tqj0dHRBV4yYrHYZ0JGqVRiaGhoWeEyOTmJ+++/H88//zy2b9/ukzUQCJ5CCnYJXkculy+InDQ0NKCpqQlHjhzBzp07kZOTs+G6jbyJTqfDhQsXIJfLcfXqVdxxxx2orq7Gtm3bApbGYSY4M103QqGQHVPgza4brVaLK1euhKxwuRaMl8z09DRmZ2cRFxcHqVQKiUTitb+rWq1Gf38/KioqXP5dpqensX//fvz0pz/FHXfc4ZXXJBDWCOk2IgSWEydO4Pjx47h8+TL7tY3g8+IPTCYT3nrrLdTX16OlpQW33norqqursX37dr+mcRbj3HXD5/PZrhtPpnLPzMzg6tWrKC8vX/fjDmiaZuuMnL1kEhIS1vx31Wg06O3tRUVFhcu/g0qlwn333Ycf//jH+PznP+/pr+AWazGvJGwYiHghBI4TJ06grq4Oly5dwlNPPYXHHnuMTf2s5H5J3DFXh8ViQUNDA+RyOS5duoTt27dj3759uPHGGwPqOeKNeUvMxlteXh7Ubce+wBteMjMzM+jp6VlWuMzMzOC+++7D97//fezevdvbv4JL1mJeSdhQEPFCIGw0rFYr3n33XdTX1+Pvf/87rrvuOtTU1ODWW2/1KPrhKWazmY3IMPOWZDLZNVNAarUafX19G1K4uGK1XjJMqq2iosLlc2ZnZ7F//3488cQT2Ldvn6+XD2Dt5pWEDQURLwTCRsZut+ODDz5AXV0d3nvvPVRUVKCmpgZ33HFHQNMvTPuwQqGA3W5f0D7MoFKpMDAwgPLy8oCKrmDFZDJBqVRCoVCApmlWyDBikCluXi7VptPpcODAAXzzm9/EoUOH/LbutZhXEjYc1xQvpNuIQFjn8Pl83H777bj99tvhcDjw4YcfQi6X49///d9RWFiI6upq3HXXXX5vOV7cPqxUKtHb2wuLxYKEhAQIBAJMTk4um+ogLPSSsVgsUCqV6O7uht1uR0xMDDQaDSoqKlwKF4PBgEOHDqG2ttavwoUxr7x06dKCr69kTrleOg0J3oGIFwJhA8Hj8XDzzTfj5ptvBkVRuHjxIurq6nD06FHk5eVh7969+PznP+/X+UDAfPtwSkoKUlJSYLfb0d/fj9HRUYSFhWF4eDgk5y35m7CwMFYMzszMoKOjA1FRUWhra2MNBbOzs8HlcmEymfDAAw/g8OHD+OIXv+jXda7VvJKIF4IzRLwQCBsULpeL66+/Htdffz0oikJLSwvkcjl+8YtfID09HXv37sW9997r901DrVZjbm4ON954I7hc7gIfFIlEAplMhri4OCJklkGn0+Hq1auoqqpCZGQk6yXz7LPPorGxEddddx0mJibw4IMP4uGHH/b49VYa2eH8+fHEvJJAcIbUvBAIhAXQNI2Ojg7I5XKcP38eCQkJqKmpwa5duxAfH+/T156cnMT4+DjKy8uXGKhRFMUOjpybm4NIJIJMJoNIJAromIJgghlSudzIhNnZWTz66KOYnZ3F3Nwcrr/+etx3332444471lQMLZfLcfHixRWfd/ToUQwMDGBgYAA7d+4EsLQY11V9C6l52dCQgl0CgbA2aJrG1atXIZfLcfbsWcTGxmLv3r3Ys2cPEhMTvRr9mJiYwOTk5LKzdpxhDN0UCgW0Wi1iY2Mhk8m8augWahgMBrS1tS07pNJms+HLX/4ybr75Zvzrv/4rKIrCRx99hJMnT+Kdd97Brl278Oyzz/psfd4wryRsKIh4IRAInkPTNPr7+1FfX48333wTQqEQe/fuRXV1NZKSkjwSMuPj45ienkZZWdmqTdgWG7rFxMSwgyMDadTnT4xGI1pbW5cVLna7HV/5yldQVVWF733ve0v+VjRNQ6FQQCaT+WvJazKvJGwoiHghEAjehaZpjIyMoL6+HqdPnwZFUdi9ezf27duHtLS0VQmZsbExKJVKlJaWeiw2nOctqVQqREVFsc60vpy3FEhMJhNaW1tRVFTkstDa4XCgtrYW+fn5eOaZZ4KiVsgT80rChoGIFwLBl2i1Wta3QqPRYOvWraisrGSPr2R3Hup26DRNY3JyEvX19Th16hRMJhN27dqF6upq5OTkXHOzHBkZgVqtRllZmdfTPcy8penp6TU70wY7jHApLCxEbGzskuMOhwP//M//jOTkZDz77LNBIVwIBDch4oVA8BVarRY7duxgQ98nTpxAQ0MD6urqAGzMGU4KhQKnTp1CfX09ZmZmcO+996Kmpgb5+fkLNs9XX30VhYWFPhEurjAYDKyQ8da8pUBiNpvR0tKCgoICxMXFLTlOURS+853vIDY2Fj/5yU82bC0QIWQh4oVA8BW1tbWoqqpaEC1x9rHY6NOz1Wo13nzzTdTX12Nqagp333039u3bhz/+8Y9obW2FXC4PiOW/0WhkLfa5XC4bkQmVgY8WiwXNzc3YsmWLy1Z2iqJw5MgRcDgcPP/880S4EEIRIl4IBF/B4XDQ39+PnJycJcdWsjvfaHboWq0WZ8+exXPPPQeHw4Hdu3fjvvvu81vkZTmYeUvLWewHGxaLBS0tLcjPz4dYLF5ynKIo/OAHP4DBYMALL7xAhAshVCHjAQgEXzAwMMD+v6mpCRqNBlqtFk8++SSAle3ON5odelxcHPr6+rB161Y8//zzeOutt/CLX/wCV69exR133IGamhps3brV75tteHj4shb7ruYtBRKr1YqWlhZs2rTJpXChaRo//vGPMTMzg5deeokIF8K6hXyyCYQ1wogXADhw4ACbOjpy5AiAle3OVzq+nqBpGk8//TTGxsbwu9/9DiKRCA888ADq6urw8ccf4+abb8aLL76I7du344knnsDf//53OBwOv6+TsdivrKxkpzD39PTgk08+QX9/P/R6fcCiYjabDS0tLcjLy3PpOEvTNI4ePYqxsTG89NJLG6ZNnLAxIZEXAmGNMBvI1q1b2a/t3LkTVVVVOHr06Ip25xvJDn1kZARmsxkvvvjikmhAZGQk9u/fj/3798NsNqOhoQF/+MMf8C//8i+48cYbsW/fPtx4441+b3VePG9JqVSiv78fJpMJ8fHxkMlkiImJ8UsHj81mQ3NzM7Kzs126HNM0jZ///Oe4cuUKXnvtNSJcCOseUvNCIKwRrVYLsVi84E58YGAAubm5mJmZwcDAwDXtzokd+rWxWq149913IZfL8eGHH+L6669HTU0NbrnlloB2CDkcDqhUKigUCuj1ep/PW2IiLpmZmZBKpUuO0zSNX/7yl/joo4/wpz/9KWS7pwiERZCaFwLBF4hEIohEIgwMDLAFu0wqSCQSobKyckndikajYWe7rHR8oyMUCnH33Xfj7rvvht1ux/vvv4+6ujo89dRTqKysRE1NDW6//Xa/dwjxeDzIZDLIZDJ23tL4+Di6u7shFoshlUq9Nm/JbrejpaUFGRkZywqXF198Ee+//z7q6+uJcCFsGEjkhUDwgGPHji1wAT1y5Aji4+PZot2N6PPiaxwOB/7+979DLpfj3XffRVFREaqrq3HnnXciMjIyYOti5i1NT09jdnYWcXFxkEqla5635HA40NzcjLS0NCQlJS05TtM0Xn75ZZw9exanT5/2qYjz1IiRQFgDpFWaQPAlx44dW/CYES7Ox69ld07s0NcORVH49NNPUVdXh4aGBmzatAk1NTW4++67Xc748RfMvKXp6WnMzMyset6Sw+FAS0sLUlJSkJyc7PI5f/jDH/DGG2/gzJkzPhVtnhoxEghrhIgXAoGw/qEoCs3NzZDL5XjrrbeQnp6O6upq3HvvvS4daP0FM29penoaarUaUVFRkMlkSEhIcClkHA4HWltbkZSUhJSUFJc/84033sDLL7+M8+fP+7yN21MjRgJhjRDxQiAQNhY0TaOjowN1dXW4cOECEhMTUV1djd27dwe0k8vVvCVGyAgEAlAUhdbWViQmJiItLc3lzzh16hSOHz+Oc+fOuZxn5G08MWIkEDyAiBcCgbBxoWkaV65cgVwuZzd8RsgkJiYGdFihXq9nxxQIBAJYLBYkJycjKyvL5fPPnTuHX/ziFzh//rxLkzpvw3TPNTQ0sMaKzkaMjY2NqK2tRX9//5LvmZmZWXdGiwS/cs0Tk5jUEQiEdQ2Hw0FBQQG+//3v4+OPP8YLL7wAvV6PL3zhC9i9ezd+/etfY3JyMiCRgujoaOTk5GDbtm2gaRrh4eFQKBS4fPky+vv7MTIywj73L3/5C372s5/h7NmzfhEugOdGjASCryCRFwKBsCGhaRrDw8Oor6/H6dOnAQC7d+9GTU0N0tLS/BaRoSgKHR0diI2NZSMuZrMZzc3NePzxxwHMGyF++umnaGxsRGJiosev6Up0OMNETJgUkHMUxTkt1NjYiIMHDy5IG5HIC8FLkLQRgUAgXAuapjExMYH6+nqcOnUKZrMZu3fvRnV1NbKzs30mZJjanOjoaGRnZ7t8zqlTp/DTn/4UsbGxsNvtqK6uxv79+5Gbm7um15TL5bh48eKKzzt69KjHRowEggcQ8UIgEAjuQtM0FAoFTp06hZMnT0Kr1eLee+9FdXU18vPzvSZkaJpGV1cXwsPDlxUiH374IZ544gmcO3cOqampUKlUOHPmDOrr66FSqfDLX/5ywXgKXyAWi3H58mW2YHexOCHdRgQfQcQLgUAgrBW1Wo3Tp0+jvr4e09PT+PznP4+amhoUFBSs2UWXpml0d3dDKBQiNzfXpSC6ePEivv3tb+PMmTPIyMhYcnx2dhZcLhcxMTFrWoO7eGrESCCsESJeCAQCwRtotVo28jEyMoKdO3di3759KC0tdVvIMN1PfD4feXl5LoVLc3MzvvGNb+D06dPLppP8iadGjATCGiDihUAgeI8TJ06w/3Zum2VYySp+vVjJz83N4fz586ivr0dPTw927NiBmpoaVFVVLStkaJpGT08PACybgmpvb8dXv/pV1NfXY9OmTT79HQiEIIaIFwKB4B2OHTu2QKw0NTWhsbFxw89yMhqNuHDhAk6ePIn29nbceuutqKmpwfXXX8+66FIUhZ/97Ge4++67UVxc7FK4dHV14Stf+QreeOMNbNmyxd+/BoEQTBDxQiAQvENVVRU744bh4MGD7JyblYo3N0Jxp9lsZmf/XL58GTfddBOqq6tRX1+PmZkZvPLKKy7HAly9ehVf/vKX8dprr6G4uDgAKycQggpiUkcgELyDRCLBwYMH2ccnTpzAoUOHAMxHYVw9v7Gx0a3j64Xw8HDs2bMHv//979Hc3Ix9+/bh+9//Pj744AOIRCK8++67sFqtC75nYGAAX/7yl/H73/+eCBcCwQ2IeCEQCG5z/PhxNDU1QSwW49ixY5BIJGzKR6PRLJkbxJiUMdby1zq+HhEKhWhqakJRURHa29vx0EMP4cKFC7jpppvwta99DX/+85/R29uLhx56CL/97W9RXl4e6CUTCCEBES8EAsFtcnJyUFtbi5ycHBw5cmSB2dlKVvEb0Ur+Jz/5Cdrb2/G73/0OYWFh2LFjB37961+jtbUVjzzyCN577z3cfvvtfvFrIRDWE0S8EAgEt6mtrUVlZSUuX76Muro6nDhxgk0jiUSiJSKEeSyRSFY8vt7QarUYHBzE73//+yU1LjweD7feeiuef/55qNVq3HTTTQFaJYEQmvADvQACgRAaMDUrO3fuBDA/qK+yspJ1h5VIJEuiK8xjkUi04vH1hkgkwq9+9asVnxfIqdYEQqhCIi8EAsEtNBrNEhv7nJwctualsrJyiQjRaDSs2FnpOIFAILgLES8EAsEtdu7cuWSgn1arZWfeAPOGc3K5nH3c0NCA2tpat48TCASCOxCfFwKB4DYDAwM4fvz4ggjMcg66y1nFEyt5/+CpEzKBEGCISR2BQCBsJDx1QiYQggBiUkcgEAgbiT/96U8LHldWVi5I+Z04cWKBULnzzjtx/Phxv62PQPAUIl4IBAJhneGJEzKBEAoQ8UIgEAjrDE+ckAmEUICIFwKBQFhneOKETCCEAkS8EAgEQgig1Wqv+Z8znjghEwihAHHYJRAIhCBHLpcv8dhxxdGjRz12QiYQQgEiXggEAiHIOXDggNttzJ46IRMIoQARLwQCgbAIJtJx9OjRJcdWMnfz9Lin7Ny5c0nb83JOyIygIU7HhFCDmNQRCATCP2hsbERTUxMaGhqQk5OzRASsZO7m6WNv4Q0nZAIhwBCHXQKBQFgNR44cgVarXSJexGIxZmZm2MeNjY04evQoGhoavHKcQCCwEIddAoFA8JSVzN08PU4gENyHiBcCgUBwg5XM3Tw9TiAQ3IeIFwKBQHCDlczdPD1OIBDch4gXAoFAcIOVzN08PU4gENyHiBcCgUBwg5XM3Tw9TiAQ3IeIFwKBQHCDlczdPD1OIBDch4gXAoFAcBPG3I1hsbmbp8cJBIJ7EJ8XAoFA+AdNTU1obGzE8ePHodFo8NRTT2Hnzp2orKxkn7OSuZunxwkEAgBiUkcgEAgEAiHEICZ1BAKBQCAQ1g9EvBAIBAKBQAgpiHghEAgEAoEQUhDxQiAQCAQCIaQg4oVAIBAIBEJIQcQLgUAgEAiEkIKIFwKBQCAQCCEFES8EAoFAIBBCCiJeCAQCgUAghBT8FY5f0+GOQCAQCAQCwd+QyAuBQCAQCISQgogXAoFAIBAIIQURLwQCgUAgEEIKIl4IBAKBQCCEFES8EAgEAoFACCmIeCEQCAQCgRBS/P9QS+vvDl9C5QAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(10,10))\n", - "ax = fig.add_subplot(projection='3d')\n", - "\n", - "ax.scatter(pos[::10, 0],\\\n", - " pos[::10, 1],\\\n", - " pos[::10, 2],\\\n", - " marker='.',\\\n", - " lw=0.0)\n", - "\n", - "ax.set_xlim(0.0, 1000.)" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "a3af928e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:47.825815Z", - "iopub.status.busy": "2022-03-01T13:05:47.789757Z", - "iopub.status.idle": "2022-03-01T13:05:54.524384Z", - "shell.execute_reply": "2022-03-01T13:05:54.525317Z" - }, - "papermill": { - "duration": 6.797291, - "end_time": "2022-03-01T13:05:54.525618", - "exception": false, - "start_time": "2022-03-01T13:05:47.728327", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.0, 1000.0)" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(10,10))\n", - "ax = fig.add_subplot(projection='3d')\n", - "\n", - "ax.scatter(pos_bound[:,0][::10],\\\n", - " pos_bound[:,1][::10],\\\n", - " pos_bound[:,2][::10],\\\n", - " marker='.',\\\n", - " lw=0.0)\n", - "\n", - "ax.set_xlim(0.0, 1000.)" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "id": "5d6f08ee", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:54.693307Z", - "iopub.status.busy": "2022-03-01T13:05:54.692628Z", - "iopub.status.idle": "2022-03-01T13:05:55.922344Z", - "shell.execute_reply": "2022-03-01T13:05:55.923206Z" - }, - "papermill": { - "duration": 1.317211, - "end_time": "2022-03-01T13:05:55.923488", - "exception": false, - "start_time": "2022-03-01T13:05:54.606277", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "0.00999996445369877" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.mean(rand['V'] < np.percentile(rand['V'], 1.))" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "id": "59bea81f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:56.063360Z", - "iopub.status.busy": "2022-03-01T13:05:56.062867Z", - "iopub.status.idle": "2022-03-01T13:05:56.067606Z", - "shell.execute_reply": "2022-03-01T13:05:56.067205Z" - }, - "papermill": { - "duration": 0.067263, - "end_time": "2022-03-01T13:05:56.067718", - "exception": false, - "start_time": "2022-03-01T13:05:56.000455", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "('RANDOM_RA',\n", - " 'RANDOM_DEC',\n", - " 'Z',\n", - " 'V',\n", - " 'RANDID',\n", - " 'FIELD',\n", - " 'GAMA_FIELD',\n", - " 'CARTESIAN_X',\n", - " 'CARTESIAN_Y',\n", - " 'CARTESIAN_Z',\n", - " 'ROTCARTESIAN_X',\n", - " 'ROTCARTESIAN_Y',\n", - " 'ROTCARTESIAN_Z',\n", - " 'RAND_N8',\n", - " 'FILLFACTOR',\n", - " 'BOUND_DIST',\n", - " 'BOUNDID',\n", - " 'FILLFACTOR_POISSON',\n", - " 'DDP1_N8',\n", - " 'DDP2_N8',\n", - " 'DDP3_N8',\n", - " 'IN_DDP1',\n", - " 'IN_DDP2',\n", - " 'IN_DDP3',\n", - " 'DDP1_DELTA8',\n", - " 'DDP2_DELTA8',\n", - " 'DDP3_DELTA8',\n", - " 'DDP1_DELTA8_TIER')" - ] - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rand.dtype.names" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "id": "85da98af", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:56.158103Z", - "iopub.status.busy": "2022-03-01T13:05:56.157677Z", - "iopub.status.idle": "2022-03-01T13:05:56.509013Z", - "shell.execute_reply": "2022-03-01T13:05:56.509933Z" - }, - "papermill": { - "duration": 0.397661, - "end_time": "2022-03-01T13:05:56.510224", - "exception": false, - "start_time": "2022-03-01T13:05:56.112563", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(1095, 9015)" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rand['RAND_N8'].data.min(), rand['RAND_N8'].data.max()" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "6d2d1324", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:56.705809Z", - "iopub.status.busy": "2022-03-01T13:05:56.700899Z", - "iopub.status.idle": "2022-03-01T13:05:58.108293Z", - "shell.execute_reply": "2022-03-01T13:05:58.109217Z" - }, - "papermill": { - "duration": 1.520351, - "end_time": "2022-03-01T13:05:58.109516", - "exception": false, - "start_time": "2022-03-01T13:05:56.589165", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(50.0, 2500.0)" - ] - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['RAND_N8'], bins=np.arange(0, 3500, 1), histtype='step')\n", - "\n", - "pl.axvline(rand.meta['NRAND8'], c='k', lw=0.5)\n", - "\n", - "pl.xlabel(r'$N_8$')\n", - "pl.xlim(50., 2500.)" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "id": "3b9fa76c", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:58.277774Z", - "iopub.status.busy": "2022-03-01T13:05:58.277133Z", - "iopub.status.idle": "2022-03-01T13:05:58.279921Z", - "shell.execute_reply": "2022-03-01T13:05:58.280421Z" - }, - "papermill": { - "duration": 0.089523, - "end_time": "2022-03-01T13:05:58.280581", - "exception": false, - "start_time": "2022-03-01T13:05:58.191058", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "# 100. * np.sqrt(rand.meta['NRAND8']) / rand.meta['NRAND8']" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "id": "f18ed860", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:05:58.480241Z", - "iopub.status.busy": "2022-03-01T13:05:58.479351Z", - "iopub.status.idle": "2022-03-01T13:06:33.068946Z", - "shell.execute_reply": "2022-03-01T13:06:33.069616Z" - }, - "papermill": { - "duration": 34.73263, - "end_time": "2022-03-01T13:06:33.069851", - "exception": false, - "start_time": "2022-03-01T13:05:58.337221", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "#isin = rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(pos_bound[:,0], pos_bound[:,1], lw=0.0, c=bound['V'], s=2)\n", - "pl.xlabel('$x$')\n", - "pl.ylabel('$y$')\n", - "pl.colorbar(label='V')\n" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "id": "3079cd07", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:06:33.255535Z", - "iopub.status.busy": "2022-03-01T13:06:33.247405Z", - "iopub.status.idle": "2022-03-01T13:07:07.379143Z", - "shell.execute_reply": "2022-03-01T13:07:07.379647Z" - }, - "papermill": { - "duration": 34.240445, - "end_time": "2022-03-01T13:07:07.379831", - "exception": false, - "start_time": "2022-03-01T13:06:33.139386", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(pos[:,1], pos[:,2], lw=0.0, c=rand['BOUND_DIST'], s=2, vmin=0., vmax=70.)\n", - "pl.xlabel('$y$')\n", - "pl.ylabel('$z$')\n", - "pl.colorbar(label='BOUNDARY DISTANCE')" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "id": "475c195e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:07:42.567824Z", - "iopub.status.busy": "2022-03-01T13:07:42.560215Z", - "iopub.status.idle": "2022-03-01T13:08:16.320040Z", - "shell.execute_reply": "2022-03-01T13:08:16.320546Z" - }, - "papermill": { - "duration": 34.056093, - "end_time": "2022-03-01T13:08:16.320729", - "exception": false, - "start_time": "2022-03-01T13:07:42.264636", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 30, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "#isin = rand['IS_BOUNDARY'].astype(bool)\n", - "pl.scatter(pos_bound[:,0], pos_bound[:,1], lw=0.0, c=bound['RAND_N8'], vmin=0, vmax=1500, s=2)\n", - "pl.xlabel('$x$')\n", - "pl.ylabel('$y$')\n", - "pl.colorbar(label=r'$N_8$')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ebd53b17", - "metadata": { - "papermill": { - "duration": 0.054541, - "end_time": "2022-03-01T13:08:16.441713", - "exception": false, - "start_time": "2022-03-01T13:08:16.387172", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 31, - "id": "91ab6e29", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:08:16.671542Z", - "iopub.status.busy": "2022-03-01T13:08:16.663400Z", - "iopub.status.idle": "2022-03-01T13:08:23.002711Z", - "shell.execute_reply": "2022-03-01T13:08:23.003495Z" - }, - "papermill": { - "duration": 6.466975, - "end_time": "2022-03-01T13:08:23.003766", - "exception": false, - "start_time": "2022-03-01T13:08:16.536791", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.2, 1.2)" - ] - }, - "execution_count": 31, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "def theory_ff(bound_dist, radius):\n", - " d = bound_dist\n", - " r = radius\n", - " sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", - " \n", - " return sphere_cap_vol\n", - "\n", - "d = np.arange(0., 16., 0.1)\n", - "r = np.ones_like(d) * 8 # Mpc/h\n", - "sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", - "\n", - "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", - "pl.plot(8. - d, sphere_cap_vol)\n", - "pl.plot(8. - d, theory_ff(d, 8))\n", - "\n", - "\n", - "pl.xlabel('BOUNDARY DISTANCE [$h^{-1}$Mpc]')\n", - "pl.ylabel(r'Random $N_8 \\ / \\ \\langle N_8 \\rangle$')\n", - "\n", - "pl.axhline(1.00, c='k', lw=0.5)\n", - "pl.axvline(8.00, c='k', lw=0.5)\n", - "\n", - "pl.ylim(0.2, 1.2)" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "id": "e07a3382", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:08:23.260950Z", - "iopub.status.busy": "2022-03-01T13:08:23.259685Z", - "iopub.status.idle": "2022-03-01T13:08:27.484237Z", - "shell.execute_reply": "2022-03-01T13:08:27.485202Z" - }, - "papermill": { - "duration": 4.387734, - "end_time": "2022-03-01T13:08:27.485536", - "exception": false, - "start_time": "2022-03-01T13:08:23.097802", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/cosma/home/durham/dc-moor2/DESI/poisson.py:21: RuntimeWarning: invalid value encountered in sqrt\n", - " a = np.sqrt(2 * h * radius - h * h)\n" - ] - }, - { - "data": { - "text/plain": [ - "(0.2, 1.2)" - ] - }, - "execution_count": 32, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "d = np.arange(0., 16., 0.1)\n", - "r = np.ones_like(d) * 8 # Mpc/h\n", - "sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", - "\n", - "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", - "pl.plot(radius - d, sphere_cap_vol)\n", - "pl.plot(radius - d, fillfactor_expectation(d, nbar, radius))\n", - "\n", - "\n", - "pl.xlabel('BOUNDARY DISTANCE [$h^{-1}$Mpc]')\n", - "pl.ylabel(r'Random $N_8 \\ / \\ \\langle N_8 \\rangle$')\n", - "\n", - "pl.axhline(1.00, c='k', lw=0.5)\n", - "pl.axvline(8.00, c='k', lw=0.5)\n", - "\n", - "pl.ylim(0.2, 1.2)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "59b6bf40", - "metadata": { - "papermill": { - "duration": 0.069489, - "end_time": "2022-03-01T13:08:27.661291", - "exception": false, - "start_time": "2022-03-01T13:08:27.591802", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 33, - "id": "1dff800c", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:08:27.782862Z", - "iopub.status.busy": "2022-03-01T13:08:27.782119Z", - "iopub.status.idle": "2022-03-01T13:08:28.803476Z", - "shell.execute_reply": "2022-03-01T13:08:28.802450Z" - }, - "papermill": { - "duration": 1.086289, - "end_time": "2022-03-01T13:08:28.803863", - "exception": false, - "start_time": "2022-03-01T13:08:27.717574", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "# rand_density. TODO: source from somewhere else.\n", - "n_bar = 2.\n", - "radius = 8.\n", - "\n", - "# number of gals expected == Nrand = var\n", - "var = n_bar * (4./3.) * np.pi * radius**3\n", - "\n", - "# actual gals\n", - "exp = np.mean(rand['FILLFACTOR'] * var)\n", - "\n", - "sig_ff = np.sqrt(var / exp**2)\n", - "s2n = np.sqrt(var)" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "id": "f05e086e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:08:28.992742Z", - "iopub.status.busy": "2022-03-01T13:08:28.991601Z", - "iopub.status.idle": "2022-03-01T13:08:32.704692Z", - "shell.execute_reply": "2022-03-01T13:08:32.705643Z" - }, - "papermill": { - "duration": 3.793679, - "end_time": "2022-03-01T13:08:32.706040", - "exception": false, - "start_time": "2022-03-01T13:08:28.912361", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(-0.5, 0.5)" - ] - }, - "execution_count": 34, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "rand['FF_THEORY'] = theory_ff(8 - rand['BOUND_DIST'], 8)\n", - "\n", - "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'] - rand['FF_THEORY'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", - "pl.axhline(0, ls='--', lw=0.5, color='r')\n", - "#pl.axhline(3* -sig_ff, ls='--', color='cyan')\n", - "#pl.axhline(3*sig_ff, ls='--', color='cyan')\n", - "pl.xlabel(r'BOUNDDIST')\n", - "pl.ylabel(r'$ff_{THEORY} - ff$')\n", - "pl.xlim(0, 8)\n", - "pl.ylim(-0.5, 0.5)" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "id": "b85e057a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:08:32.943491Z", - "iopub.status.busy": "2022-03-01T13:08:32.939768Z", - "iopub.status.idle": "2022-03-01T13:08:35.019551Z", - "shell.execute_reply": "2022-03-01T13:08:35.020478Z" - }, - "papermill": { - "duration": 2.207006, - "end_time": "2022-03-01T13:08:35.020830", - "exception": false, - "start_time": "2022-03-01T13:08:32.813824", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'BOUND_DIST [$h^{-1}$Mpc]')" - ] - }, - "execution_count": 35, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['BOUND_DIST'], bins=50, histtype='step')\n", - "pl.xlabel('BOUND_DIST [$h^{-1}$Mpc]')" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "id": "2717e59f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:08:35.207361Z", - "iopub.status.busy": "2022-03-01T13:08:35.206897Z", - "iopub.status.idle": "2022-03-01T13:08:35.447555Z", - "shell.execute_reply": "2022-03-01T13:08:35.448470Z" - }, - "papermill": { - "duration": 0.321143, - "end_time": "2022-03-01T13:08:35.448759", - "exception": false, - "start_time": "2022-03-01T13:08:35.127616", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('EXTNAME', 'TilingCat'),\n", - " ('TCOMM1', 'GAMA ID'),\n", - " ('TUCD1', 'meta.id;meta.main'),\n", - " ('TCOMM2', 'SDSS objid'),\n", - " ('TUCD2', 'meta.id'),\n", - " ('TCOMM3', 'J2000 coordinate'),\n", - " ('TUCD3', 'pos.eq.ra'),\n", - " ('TCOMM4', 'J2000 coordinate'),\n", - " ('TUCD4', 'pos.eq.dec'),\n", - " ('TCOMM5', '3-arcsec fiber magnitude'),\n", - " ('TUCD5', 'phot.mag;em.opt.R'),\n", - " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", - " ('TUCD6', 'phot.mag;em.opt.R'),\n", - " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD7', 'phot.mag;em.opt.U'),\n", - " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD8', 'phot.mag;em.opt.B'),\n", - " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD9', 'phot.mag;em.opt.R'),\n", - " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD10', 'phot.mag;em.opt.I'),\n", - " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD11', 'phot.mag;em.opt.I'),\n", - " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", - " ('TUCD12', 'meta.code;meta.dataset'),\n", - " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", - " ('TUCD13', 'src.redshift'),\n", - " ('TCOMM14', 'Quality of redshift'),\n", - " ('TUCD14', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", - " ('TUCD15', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", - " ('TUCD16', 'meta.id.cross;spect'),\n", - " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", - " ('TUCD17', 'src.redshift;stat.error'),\n", - " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", - " ('TUCD18', 'meta.number;spect'),\n", - " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", - " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", - " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", - " ('TUCD20', 'src.class.starGalaxy'),\n", - " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", - " ('TUCD21', 'src.class.starGalaxy'),\n", - " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", - " ('TUCD22', 'phot.mag;em.IR.K'),\n", - " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", - " ('TUCD23', 'phot.flux.density;em.radio'),\n", - " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", - " ('TUCD24', 'meta.code'),\n", - " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", - " ('TUCD25', 'meta.code'),\n", - " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", - " ('TUCD26', 'meta.code'),\n", - " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", - " ('TUCD27', 'meta.code.class'),\n", - " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", - " ('TUCD28', 'meta.code.class'),\n", - " ('TCOMM29', 'Priorities for targeting, see notes'),\n", - " ('TUCD29', 'meta.code.class'),\n", - " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", - " ('TUCD30', 'meta.code.class'),\n", - " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", - " ('TUCD31', 'meta.code.cross'),\n", - " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", - " ('TUCD32', 'meta.code'),\n", - " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", - " ('TUCD33', 'meta.code'),\n", - " ('TCOMM34', 'Visual classification, see notes'),\n", - " ('TUCD34', 'mata.code.qual'),\n", - " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", - " ('TUCD35', 'meta.id'),\n", - " ('DATE-HDU', '2015-09-04T13:22:37'),\n", - " ('STILVERS', '3.0-8'),\n", - " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", - " ('DMU', 'EqInputCat'),\n", - " ('NAME', 'TilingCat'),\n", - " ('VERSION', 'v46'),\n", - " ('DATE', '2015-05-22'),\n", - " ('CONTACT', 'Ivan Baldry '),\n", - " ('AREA', 180.0),\n", - " ('GOLD_NGAL', 113687),\n", - " ('DDP1_ZMIN', 0.0390699990093708),\n", - " ('DDP1_ZMAX', 0.2629899978637695),\n", - " ('DDP1_VZ', 7594754.153764196),\n", - " ('DDP1ZLIMS_NGAL', 113687),\n", - " ('DDP1_NGAL', 45293),\n", - " ('DDP1_DENS', 0.005963721679858641),\n", - " ('DDP2_ZMIN', 0.03914999961853027),\n", - " ('DDP2_ZMAX', 0.1937000006437302),\n", - " ('DDP2_VZ', 3156659.558717707),\n", - " ('DDP2ZLIMS_NGAL', 73942),\n", - " ('DDP2_NGAL', 33396),\n", - " ('DDP2_DENS', 0.01057953807776663),\n", - " ('DDP3_ZMIN', 0.03903000056743622),\n", - " ('DDP3_ZMAX', 0.1015800014138222),\n", - " ('DDP3_VZ', 457819.2340050841),\n", - " ('DDP3ZLIMS_NGAL', 18121),\n", - " ('DDP3_NGAL', 8842),\n", - " ('DDP3_DENS', 0.01931329953669401),\n", - " ('TMR_DDP1', '[-21.8, -20.1]'),\n", - " ('TMR_DDP2', '[-20.6, -19.3]'),\n", - " ('TMR_DDP3', '[-19.6, -17.8]'),\n", - " ('RPATH_0',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G9_0.fits'),\n", - " ('RPATH_1',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G12_0.fits'),\n", - " ('RPATH_2',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G15_0.fits'),\n", - " ('VOL8', 2144.660584850632),\n", - " ('comments',\n", - " ['Science targets and information for tiling and spectroscopic',\n", - " 'observation.'])])" - ] - }, - "execution_count": 36, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='ddp_n8', dryrun=dryrun, survey=survey, version=version)\n", - "gold = Table.read(fpath)\n", - "#gold = Table.read(os.environ['HOME'] + '/data/{}/gama_gold_ddp_n8.fits'.format(version))\n", - "gold.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "id": "a72735e6", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:08:35.639663Z", - "iopub.status.busy": "2022-03-01T13:08:35.638622Z", - "iopub.status.idle": "2022-03-01T13:08:44.126121Z", - "shell.execute_reply": "2022-03-01T13:08:44.127051Z" - }, - "papermill": { - "duration": 8.570333, - "end_time": "2022-03-01T13:08:44.127349", - "exception": false, - "start_time": "2022-03-01T13:08:35.557016", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "ddp_zmin = gold.meta['DDP1_ZMIN']\n", - "ddp_zmax = gold.meta['DDP1_ZMAX']\n", - "\n", - "isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", - "\n", - "fills = rand['FILLFACTOR'].data[isin]\n", - "pos_slice = pos[isin]\n", - "\n", - "fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", - "pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", - " \n", - "plt.scatter(pos_slice[:,0],\\\n", - " pos_slice[:,1],\\\n", - " c=fills,\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " vmin=0.,\\\n", - " vmax=1.,\\\n", - " cmap='hot')\n", - "\n", - "pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", - "pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", - "\n", - "pl.colorbar(label='FILLFACTOR')\n", - " \n", - "plt.title('{}'.format(field))\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "id": "75c59970", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:08:44.366928Z", - "iopub.status.busy": "2022-03-01T13:08:44.357363Z", - "iopub.status.idle": "2022-03-01T13:08:59.441072Z", - "shell.execute_reply": "2022-03-01T13:08:59.441920Z" - }, - "papermill": { - "duration": 15.204014, - "end_time": "2022-03-01T13:08:59.442188", - "exception": false, - "start_time": "2022-03-01T13:08:44.238174", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for idx in np.arange(1, 4, 1):\n", - " ddp_zmin = gold.meta['DDP{}_ZMIN'.format(idx)]\n", - " ddp_zmax = gold.meta['DDP{}_ZMAX'.format(idx)]\n", - "\n", - " isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", - "\n", - " fills = rand['DDP{}_DELTA8'.format(idx)].data[isin]\n", - " pos_slice = pos[isin]\n", - "\n", - " fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", - " pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", - " \n", - " plt.scatter(pos_slice[:,0],\\\n", - " pos_slice[:,1],\\\n", - " c=fills,\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " vmin=0.,\\\n", - " vmax=1.,\\\n", - " cmap='hot')\n", - " \n", - " pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", - " pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", - "\n", - " pl.xlim(100., 800.)\n", - " pl.ylim(-100., 100.)\n", - " \n", - " pl.colorbar(label='DDP{} $\\delta_8$'.format(idx))\n", - " \n", - " plt.title('{}: DDP{}'.format(field, idx))\n", - " plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "id": "7218e9c5", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:08:59.644618Z", - "iopub.status.busy": "2022-03-01T13:08:59.643592Z", - "iopub.status.idle": "2022-03-01T13:08:59.647289Z", - "shell.execute_reply": "2022-03-01T13:08:59.648082Z" - }, - "papermill": { - "duration": 0.093433, - "end_time": "2022-03-01T13:08:59.648339", - "exception": false, - "start_time": "2022-03-01T13:08:59.554906", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "cmap = plt.cm.tab20c\n", - "\n", - "cmaplist = [cmap(i) for i in range(cmap.N)]\n", - "\n", - "cmap = mpl.colors.LinearSegmentedColormap.from_list('Custom cmap', cmaplist, cmap.N)\n", - "\n", - "bounds = np.linspace(0, 9, 10)\n", - "norm = mpl.colors.BoundaryNorm(bounds, cmap.N)" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "id": "9f87845d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:08:59.843507Z", - "iopub.status.busy": "2022-03-01T13:08:59.843027Z", - "iopub.status.idle": "2022-03-01T13:09:08.265317Z", - "shell.execute_reply": "2022-03-01T13:09:08.266159Z" - }, - "papermill": { - "duration": 8.509137, - "end_time": "2022-03-01T13:09:08.266434", - "exception": false, - "start_time": "2022-03-01T13:08:59.757297", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for idx in np.arange(1, 2, 1):\n", - " ddp_zmin = gold.meta['DDP{}_ZMIN'.format(idx)]\n", - " ddp_zmax = gold.meta['DDP{}_ZMAX'.format(idx)]\n", - "\n", - " isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", - " isin = rand['DDP{}_DELTA8_TIER'.format(idx)] > -999\n", - " \n", - " fills = rand['DDP{}_DELTA8_TIER'.format(idx)].data[isin]\n", - " pos_slice = pos[isin]\n", - "\n", - " fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", - " pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", - " \n", - " plt.scatter(pos_slice[:,0],\\\n", - " pos_slice[:,1],\\\n", - " c=fills,\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " cmap=cmap,\\\n", - " norm=norm)\n", - " \n", - " pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", - " pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", - "\n", - " pl.xlim(100., 800.)\n", - " pl.ylim(-100., 100.)\n", - " \n", - " pl.colorbar(label='DDP{} $\\delta_8$'.format(idx))\n", - " \n", - " plt.title('{}: DDP{}'.format(field, idx))" - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "id": "7478d4fb", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:08.464668Z", - "iopub.status.busy": "2022-03-01T13:09:08.464237Z", - "iopub.status.idle": "2022-03-01T13:09:10.616168Z", - "shell.execute_reply": "2022-03-01T13:09:10.616941Z" - }, - "papermill": { - "duration": 2.236043, - "end_time": "2022-03-01T13:09:10.617189", - "exception": false, - "start_time": "2022-03-01T13:09:08.381146", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'DDP2 $\\\\delta_8$')" - ] - }, - "execution_count": 41, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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cvKctXHxLf7fc33HI3z3XVZkq3Q+PQVotqL2e/NzNQ3va/fm5u79Vrm+7Za0uzczc/R+mbiiAcXLjL3FwKl2oa92OrdvWIjUWlpJ632rvX/gaLdswTC2oPeuqGe9L+lrS+5Ku44AmvS7g+FG3P4CZDal8K1XileaerTlwlaQy0FygGxLApni/TrGicYhiUHP330n6nYLqRun1SiGX7v5/E4d9PV3zALSKL3Zx91WpezB17JBS/FPQUtgRGjKHb0hVY/w8Qe5tYydf/1bS7223vuN/7Dd2lZLfn6RlALJaL7C5rKG1i+zUAlestdsw3B5Prm4dJ0ttb+kCJaC9bVRQc/cvJX0o6TuS/mhmfzGzv2hXcv/JhO0DkFAbj8ldPEuFDUP22bpaxpt6f1MBKFV8UyrVz7Vjyu7LrRu9TJa7/6u7/8TdvyHprySdu/vfZLokARxRbaJvbv/+99pqFlvSunJHbltrAOy3l0r1S+JuSqRNcj81d/8yVTwCYJixVYe1C29rcGt9fkuGlN6nfo+nPrRkzLnXb+1mPKWseajF3vkaOEW57sLUPKa4GyxV2MHF742W96IUhHLz9uJ9Ul8iSvvvE6xO6ctHK4IasGC5yrh4snQ8T6rfp1SOf2pa3ovcuFiugCM8vn/va9lZfOzQLDrXduwQ1IAFqHU7poJYL1WMUJtDxjf8nZa5dnFWnBtzTH0O4fHxfqU2YTyCGjCzXAFAGMxy3VrxtviCygWybMgcr9R7Wpozlsqqa+fjy8b+CGrATOIMQHp7bKwUnEpjZy2VjHijFkhy5fvxF5HUex3PUwt/1qZltLYPb2sOamb2PTP7Xun5KRoEnJJUl2LqYpnrnmwp8d76RfHQQTsOWqlsOJeNDa2ETOFLyTDVoGa728z8RdIXkq7N7M9m9t8Su37fzP7ezP7P5K0ENiAOLrmAlNsvfMx8pTemykZbzlGawzckI8Ph1G4S+reSfq7dfdX+SrslsB5K+i9m9k/hvr5bJ/JKLJMFJJUysFJXVm0cDW2GBJfUuFgvN7ZWOgbHU1ul/0LS+9HE6i8lXZnZhZn9QdIP3f3/dc/9+RCNBNZuTMn9kEnBpx7kWv7+LVWO8XuZK/HPHYv51bofsyuFuPulpI8l/S8z+3a3+WbCtgGrlroghs+lLp6px7WL5akHtFa5qsWWbKxUiBM/j3nVgtoXpSfd/drdP5b0KYUiwNviYoK4a7G1uyoVtLiIDjcmm4sz63g8k89heWpB7drM/lqSzOzb/e8xd/+JdjcSvTdp64CVKRUJxN2OucKCIa+DutY5YuHjMICVuoixPMWg5u6/1a6q8WeSfq/dDUNz+/5KuxuE8r8NJy3XrZgas8HhtFaItlSbYj1qhSJ9YJOZXebG14J9r8zsO1M1DlibXDEIAW16Q5cCSy1jlZswTSBbr+bJ17WANnQ/YI1SXYa5SdLxRZOigmm1rgRSOqZWqo/1qWZq0uvVQvrxsl87NwLFCUh9Y48zsJay/LiSkaztOOL3uRa04s+mFNzI5parZUWRn0m6lnTZ/fnazP7ToRsGzCnXLZX6PXURzE2QHlMUgvFKn0Ep4NUCFgFtuWorinyo3Vy09939G5K+I+lvtCvh/3bpWGDNUhWK8ZhMbbyMC9+8UlMm4opGVv/YnlqmdiHpQ3f/o7QbL3P355J+1D0HbFqu4EPKZ26lbZhGOF+sfxyrZWnYplpQ+zpV+OHuX4rSfWxUbrWP0lhMyzYMUxvTqs0FTJ2Dz2X7akHt5hiNaGFmT+duA05DbuJtrpuRLG1/rZlW6hgmRyNUC2qlfxU3qY1m9sPRrckwsyeSbk99XiCltmZj7jmMN3QpsFJ2TOZ82mpB7azwXO5fycNxTUkzM4IZDioVqFLVjDiu2sTquIoxV3GaOxef6TbV5qk9NLMfZZ476zKot7bt36R33JP0TNKdA5wbJyIuwU89Xyrhz2G+2eG0zAEcWoI/5BisUy2oXUt6IulV4/m+K+lne7UoYGb3JP1a0t2pzonTlFsKKTVnaUigIqANU3tvW7ocS59TbfFiAtn21YLaVbdQcbOJuwvP3P2mYUHSC3VTDN57770JXx5rlVvxITXfLFftiP2lim1qSms2ho/j30ttwOmordL/86EnHHNMipk9cPerxte8dPe77n731q1bU7w8Vi41HhYHOi52hzd0Qnpt7IvPDDXNCxofU5ft3czdDqxfrVqRrGx6tTGrWuVi6nfWWkSr5qBmZt8zs8/M7E9m9pfuz5+6bVOvBXlH0m0zu+i6Fh8Gj6mGRLP4AhsvfYXp5TLjnHgh4VR2R0EOWrWu0v9r7aoQX2i3qPFN99SZpA8k/dbM/iDpI59gBf+427H7x3zb3S/3PTe2r7QCSG7C7thCEQyT615sWRmfTA0tqkHNzF5IeubuudL+fr9Hkn6j3YLHk+kytY+0y9QeSbp095spXwPrV6twayg2at4X0yoFNLodMVQxqJnZTyV95u6/rJ3I3T81Mzezn7r7/5iqgV12RoaGrLjrqpRpxfOUCGDTaql2HJIVt2RwQKg2pna/JaD1un0/2K9JwDCpcbP+cSlrI6C1a116KheAUtWorZWoBDQMUQtqX44459djGgKklOaQ1ZZGivfHeEOWmaq956ycj0Oq3npmxDlvRhwDJKWyrXjdv35bjIB2fKlbv5RuDQNM7RDz1PjXikmE3YTxBNzUt32C2LzCzyCVXfMZ4Rj2WaV/ymNwQuIL29CFg8nKliG3AHQqW8sdA0xtn1X6c84k/ddxzcEpiiffpr7R5x4TzOZTmus31fkJghjqEKv0P9qrRdi8sRcquq+Wp+UWMGODEwENYyx9lX5sQKqEu7StVO2IZRu7kj4wlcWu0o/tyBV2lPbHMtQWH46/iOTmBgLHsshV+rENqcWDS0UeXAyXKxes+u18dliKpa7Sj5XJdRPWikBSv1MgMI/auFht7AxYgkWu0o/5DQ0sY5ZRovBjWVJfRsLHuf2AJVn8Kv2YR+vFqvXCN3RuGcHusGpfKHLdxbUvO2TZmFux+zFYpf8XtRO5+6eSnnfH4IS0XsRyQQ/Hl1s9v5Zx1z5rAhrmxir9aFYqr2/prmLC9DxaA1G8pmZrAQifK5aEVfrxllzhhvT2xa923ywucMuRy8r6n6Wu4paARfEIloRV+vGW1Hp+ufGX0qLCXOiWK/V5lroeW8bJWr7E8EUHx8Aq/RtxiAtG7rYvtWPC/biQLUfqNj2pOyH0gWzIZ9fy5YUvODgGVulH0ZDMa+iFENMYGixyK7zEBSFMvcAasUr/Roz5FpzrVsqNmVG9uEy5ruFSl3Hq88z9WwiPA5aOVfpPWNwdlcvGUl2JqXX/4nMT+A6nFLTi1T/ilVriLy19VlZajLg1CAJzY5X+E1C6AMUXv/CiV6qMqwUsAtphtXwurdMuWpa/igtGCGhYKlbp35BcwCkVb6S+2ecKBXLnxXxKn0GcceW6Elu7lfm8sQas0r8h8bfoODClvtHH3+zDADdFGTf20/IZ5CZMx9WMqS838b8Puo2xdgS1laqt0pHqQkxlY/3vtYCIeZS6jlOZWPylJBekcl9cGCvD2hHUVqrUhRQ+LmVqqQBGIFumoVlznMGF5yll4QQ0rB1BbWWGBp1UxVrrOAyWoZY1p+aYxceXCoWALSGorUxpaapY2BUV/uQity61zyrOyOIvL6UVQvgSg60hqG1AbaJtap9UkQCWLVdOH39ZSX2WFIHgVDTd+XoutrvxqLS7nc0ffHfPts1rHayPs7B+mzT83mVc7JYrtcJLbd8cvrxg6xYb1Mzsqbs/DB5/3v2HPYnAllNb2aE07yz+HetR6z5OFQYBp2iR3Y9mdqZ3b2HzVNLDd3beoNrqH7kS7dxk6dIqE1iX2pSLluDGvwFs2SKDmqRzSY/s3SW3TnIJrlqWlSvdrqEranlKn0lqXmH8XG7VkNpzwFYsMqi5+7Wk97ufvfuSnqf2N7MLM3thZi+++uqro7RxXy3ZU9zV1DJ2NmS+Gd/Ylye3Oki/Ldwn1LImI8EMp2CRQU2S3P1l/3vXHXlPme5Hd79097vufvfWrVtHauF4qXGwlLhiLS4K6c+F7Uh1L+aCGUEKeNdig1rkN5I+jDK31WrpYkqt/NEfy8VtO4as7MHnDNQtPqiZ2RNJj8PMbe1asqt4Sav+Z2lMDevDWovAtBYd1MzsgaRnfUAzszszN2kSrat5pErysU6pEvxaMMt1URMEgbzFBjUzu6ddFeQLMzvrKiE/nrlZe6uV2bPI8DbVKg9L1Yp8/kC7RU6+7gpDnnUPnwZPXR2/NdOK12Fk+aJtGbLyR+5xXMlIZga0W2RQc/cbSZu6yufGTuKLGSt/rE9q/DNXsZj7d0DgAqax2O7HrUlVMKbmIvUIaOsxtNiDFV6AwyGoHVHpAkZmtj6tGVf8hYaiD+BwCGozKN0CBsvWOvE9VclKAAMOj6B2QLVuJrqh1ie3RFVpOgaA4yGoHVBc+MEFbr3GBim+rADHRVAbacgNG/suRi5w69WyNFkq8PFFBjgugtpItVVBSivvc6Fbr3iOYY9CH2AZCGoTCW8TU7u4cfFbttTk59KEaNbjBJaDoDYBJkyvX+syValJ1nGgIxsH5kNQGyl3a5jcfliP3I06UwEshX8PwHwIaiOEgYwbdi7PmICTKgSJi3umWGCYDA44LIJaoPViFa/rl1qMFvMZMim6F2dj4TJmANaDoBYofYvPLUxbWm0d82i9vUtu7c24SznO1gh0wHIR1AJDqxYJYMtUmk4hpe9ZF+6TCn79TwIasGwEtUCuAi5V3YZ1KGVtqcWF+YyBdSOoVcQTbbnYrU/p9j654g8yMmCdCGoZqW4pAtphjQkkrctV9Y9LXYsA1o+gFuG2MPOpvdctgSdV9JE7N4EM2B6CWicuIsDyxJ9RfBeEeB8qFYHT8825G7A0ZGbrkVpUOHwu3IfgBpwGMjXl55xhHrUVQeLCnVzXIsEMOD0ENaxCarHgMHDxhQSARPcjZlAKQqmxsJbxTjIyABKZGt/wZ5AKUnHGxXqaAMY4+aAmcdE8tlylYvg8nwmAMU4mqJXuTsx8tOMqvdepW74AQKuTCWqYX7x6R+6mm2RqAMYiqOFgSrd0YS1NAIew6OpHM3sk6VrSuSS5++W8LUJNqrIxrmTMTZgGgH0tNlMzsyeSrt39qgtm3zezBxOef6pTIdB6LzMAOITFBjVJF+5+FTx+JunhXI1BXTgZOjV+JpUXGAaAfS0yqJnZncTmV5LuHbsteCN3m5fUROnaOcjYABzCIoOadmNor6JtN5JkZmfxzmZ2YWYvzOzFV199VT05WcI44eLA8V2iCVYAlmCpQe0ssa0PcufxE+5+6e533f3urVu3DtqwU1QrsSeQAViKpQa1G70bvPrHcQaHA0rdswwAlmqpQe2V3s3WziTJ3W+O3JaTxo02AazJIuepuftLM7uJNp9Lej5Dc04OQQzAWi01U5Oky2he2n1JT+dqzFaUlqhieSoAa7fYoObujyXdNrMH3coiX0Tz1jBCfNfoXimYlRaDBoAlWWT3Y8/dP527DVsR3nwzLM2PJ0OXbs5J6T6ApVtspobppIJXmGnlikHi7kgCGYClI6htUGl1/NR2Vs4HsBUEtQ0qjYGVAhjz0QCsHUFtY4ZUMBK8AGwNQW1jzCyZleUCGGNmALaEoLZBtbExgheArSKoLVwqk8pVKub2B4BTseh5aqegtGBwPDk6LMevTaAmyAE4RQS1maWqD1PP14IXAICgtgipFTvix6yWDwB1BLUFiDO0VMZGQAOAOgpFFiQcN+sfAwDanUymtpZxqCW3DQCWjkwNALAZBDUAwGYQ1AAAm2FbG8Mxs68k/fPc7cj4d5L+Ze5GLADvwxu8Fzu8Dzu8Dzv/wd3/zZgDN1co4u635m5Djpm9cPe7c7djbrwPb/Be7PA+7PA+7JjZi7HH0v0IANgMghoAYDMIasd1OXcDFoL34Q3eix3ehx3eh53R78PmCkUAAKeLTA0AsBkENWBmZvZ07jYAczCzB2b2JPPco+75CzO7aD3n5kr6l8jMHkm6lnQuSe5+sv3m3XshSR9I+oO7fzpne+bW/Ye+PXc75mJmZ5Iu9Ob/xwt3fzlro2YQXbTPtv7/wszuSboj6b52n338/BPtrg9X/WMze9A/LiGoHdg+H87WmNlTd38YPP68u0/cpv8D55jZyQYz6XVA+527v989vpD0C0kfzdmuYzOzR+H/ATO7E2/bGnd/Lum5mX1X0llilwt3fxw8fibpsaTqdZPux8O7iALYM0kPcztvVXcBu4k2P9UJvheBe9r9ezhVT7T7NyDpdQ/Gj+drzmw+Dh90meoHM7VldmZ2J7H5lXb/X6oIage074ezMeeSHiWyk5PMVrrul1/P3Y6ZXUh6Hm5w95t5mjKrV2b2m/5Bl7F+NmN75nau3XUydCO9/nJcRPfjYRU/nFP6D+zu12b2vruH/ef3FV3UTsiZu9+k7nJ+CoIvN7e7L3/nOoGxpIyHkp6Z2deSPpF0fYrDE4GzxLb+Onqud3t83kKmdlhniW3hh3NSwgKA7hvXPZ1g9+OpjqlGXmfo7n7VF0/lKuG2rPui91S7goknOuGux86N3r0+9o/jJOEdBLXDutEeH87G/UbSh1HmtnldhnIzdzsWoP/3Hy5c+1zSo8S+m9ZN6XjZFcx8JOki7I48Qa/0bkJwJrV1T9P9eFh7fThb1X0bf3yKpdvalTGfByXc97XrgruQ9PyEgvy19M7/gxvptLrm+3H3rhpQ7n5lZi8lfTFrw2bk7i/N7CbafK7GoQqC2gHt++FskZk9kPSsD2hmdueUglvc7diNqd0+tbmL3XjijZndDgL5Wf/cbA07vnNFAawbfz717unLqJv+voJK2RK6Hw/vsruQ95o/nK3pKv7OJb0ws7OuK+7jymGb1WVnH2mXqT1qqezamE/0diXwx9rNRToZXYb21hha9+9g0xl7PxdP0gNJP+r+/b+uFu/mqN3uVhR5JOmL1nFoFjQ+gmBFkduSbk7tW7n0+j/q14mnrtz9pCbb4o1ghRlJOsmJ+N2Xu4cKMrZTvEZMhaAGANgMuh8BAJtBUAMAbAZBDQCwGQQ1AMBmENQAAJtBUAMAbAYrigAV3bJeD7SbZ3ipN2s3nnXbnqXmVx3ouHNJT/tllTLtfaDdfMjBK9d0E+Tvazcp+qx7rZObO4b1Yp4a0KBb/eOJu38n8dwjSR/3d3A+5HH93aIlfZYJiPe0Wyz6o5FB7fUdl7tzacx5gLnQ/Qi0yd5VoQsCzzMrq096XLcu4o8lPQlvuGpmt7vV3m+XXrPB/eC1nhPQsDYENWAC3Vp19xJ39p78uGAB6HvBtmt3fzjB8ko3wR0EgNUhqAHTeaHdTR4PetyBFz7+RNLTcHFZYE0IasB0nml3v7RDH3e3+/nrEa9Vc61dccop36QSK0ZQA6Zzo92Y1sGO67opn0i6P+V9x7oxuUfdOfvbftANidWhpB9YrrMgsJwF2z+cOKCdaZeZfSi9voHnc+2KRrgFClaFoAZM50zjbu6YO+5Y9957Iul5FCj7+/9J2t3UUbtuz1fd9qvgjtXAYhDUgOl8IOllda/pjpvKhaR4rty53g6098J5cd30gYdHaBswCGNqwHTuSXp6xOP21k8lCKYJ9G5rV8DSe3jgqktgEmRqwAS61UFeDJ2sPPa4Cb0zUbsLXrfd/SrY/ETSl2b2uHv8OD4OWAKCGtDmPPdEF5juS/po4uPOhjVx+LF9UYiZ3QsC66+0W7Uk3O+yC3Z9l+NzvVmTElgM1n4EKhoWGP7DyIWJW467UmUB4+6YM0m/6I55oN142HPtFk2+KhwaHvtF17br+JhoTcgLSY/d/ful8wJzIKgBKEotbNwF3s8SY3HArCgUAVDzSokVTwhoWCIyNQBV3T3a+vHBM+3mtRHUsDgENQDAZtD9CADYDIIaAGAzCGoAgM0gqAEANoOgBgDYDIIaAGAz/j9au6mSHnv02gAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Larger minimum redshift & Smaller maximum redshift. \n", - "isin = (rand['Z'] > gold.meta['DDP1_ZMIN']) & (rand['Z'] < gold.meta['DDP2_ZMAX'])\n", - "\n", - "pl.plot(rand['DDP1_DELTA8'][isin], rand['DDP2_DELTA8'][isin], marker=',', lw=0.0, c='k')\n", - "\n", - "pl.xlim(-1.2, 10.)\n", - "pl.ylim(-1.2, 10.)\n", - "\n", - "pl.xlabel('DDP1 $\\delta_8$')\n", - "pl.ylabel('DDP2 $\\delta_8$')" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "id": "38c9bdec", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:10.813678Z", - "iopub.status.busy": "2022-03-01T13:09:10.813224Z", - "iopub.status.idle": "2022-03-01T13:09:22.934596Z", - "shell.execute_reply": "2022-03-01T13:09:22.933630Z" - }, - "papermill": { - "duration": 12.206306, - "end_time": "2022-03-01T13:09:22.934866", - "exception": false, - "start_time": "2022-03-01T13:09:10.728560", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "rand_ddp1fill = np.clip(np.sort(rand[rand['IN_DDP1']]['FILLFACTOR'].data)[::-1], 0, 1) \n", - "rand_ddp2fill = np.clip(np.sort(rand[rand['IN_DDP2']]['FILLFACTOR'].data)[::-1], 0, 1)\n", - "rand_ddp3fill = np.clip(np.sort(rand[rand['IN_DDP3']]['FILLFACTOR'].data)[::-1], 0, 1)" - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "id": "d05b32bf", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:23.217209Z", - "iopub.status.busy": "2022-03-01T13:09:23.216622Z", - "iopub.status.idle": "2022-03-01T13:09:25.219117Z", - "shell.execute_reply": "2022-03-01T13:09:25.219954Z" - }, - "papermill": { - "duration": 2.13936, - "end_time": "2022-03-01T13:09:25.220221", - "exception": false, - "start_time": "2022-03-01T13:09:23.080861", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 43, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(rand_ddp1fill, np.cumsum(rand_ddp1fill) / len(rand_ddp1fill), lw=1, color='blue', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP1_ZMIN'], rand.meta['DDP1_ZMAX']))\n", - "plt.plot(rand_ddp2fill, np.cumsum(rand_ddp2fill) / len(rand_ddp2fill), lw=1, color='green', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP2_ZMIN'], rand.meta['DDP2_ZMAX']))\n", - "plt.plot(rand_ddp3fill, np.cumsum(rand_ddp3fill) / len(rand_ddp3fill), lw=1, color='red', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP3_ZMIN'], rand.meta['DDP3_ZMAX']))\n", - "\n", - "plt.xlabel('Fill factor')\n", - "plt.ylabel(r'Volume fraction ($\\geq$ Fill factor)')\n", - "\n", - "pl.xlim(0.0, 1.05)\n", - "pl.ylim(0.0, 1.05)\n", - "\n", - "plt.legend(frameon=False, loc=3)" - ] - }, - { - "cell_type": "markdown", - "id": "83a4e974", - "metadata": { - "papermill": { - "duration": 0.101089, - "end_time": "2022-03-01T13:09:25.440019", - "exception": false, - "start_time": "2022-03-01T13:09:25.338930", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Done." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "6964d660", - "metadata": { - "papermill": { - "duration": 0.064159, - "end_time": "2022-03-01T13:09:25.577270", - "exception": false, - "start_time": "2022-03-01T13:09:25.513111", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Lumfn", - "language": "python", - "name": "lumfn" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.9" - }, - "papermill": { - "default_parameters": {}, - "duration": 273.017523, - "end_time": "2022-03-01T13:09:27.823554", - "environment_variables": {}, - "exception": null, - "input_path": "docs/nb/randoms_n8_qa.ipynb", - "output_path": "test/pm_randoms_n8_G15_qa.ipynb", - "parameters": { - "field": "G15", - "survey": "gama" - }, - "start_time": "2022-03-01T13:04:54.806031", - "version": "2.3.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/tests/pm_randoms_n8_G9_qa.ipynb b/tests/pm_randoms_n8_G9_qa.ipynb deleted file mode 100644 index 2d42c29e..00000000 --- a/tests/pm_randoms_n8_G9_qa.ipynb +++ /dev/null @@ -1,2463 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "4d4bdb0d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:55:49.692662Z", - "iopub.status.busy": "2022-03-01T12:55:49.691894Z", - "iopub.status.idle": "2022-03-01T12:55:51.127579Z", - "shell.execute_reply": "2022-03-01T12:55:51.126569Z" - }, - "papermill": { - "duration": 1.507252, - "end_time": "2022-03-01T12:55:51.127834", - "exception": false, - "start_time": "2022-03-01T12:55:49.620582", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "import fitsio\n", - "import pylab as pl\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "import astropy.io.fits as fits\n", - "import matplotlib as mpl\n", - "\n", - "from astropy.table import Table" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "a502e89a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:55:51.221602Z", - "iopub.status.busy": "2022-03-01T12:55:51.221038Z", - "iopub.status.idle": "2022-03-01T12:55:51.224910Z", - "shell.execute_reply": "2022-03-01T12:55:51.225380Z" - }, - "papermill": { - "duration": 0.049843, - "end_time": "2022-03-01T12:55:51.225526", - "exception": false, - "start_time": "2022-03-01T12:55:51.175683", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "/cosma/home/durham/dc-moor2/DESI\n", - "/cosma/home/durham\n" - ] - } - ], - "source": [ - "cwd = os.getcwd()\n", - "code_root = '/'.join(x for x in cwd.split('/')[:-2])\n", - "\n", - "sys.path.append(code_root)\n", - "\n", - "print(cwd)\n", - "print(code_root)" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "dbd911e2", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:55:51.291419Z", - "iopub.status.busy": "2022-03-01T12:55:51.290302Z", - "iopub.status.idle": "2022-03-01T12:55:51.730581Z", - "shell.execute_reply": "2022-03-01T12:55:51.729599Z" - }, - "papermill": { - "duration": 0.474339, - "end_time": "2022-03-01T12:55:51.730839", - "exception": false, - "start_time": "2022-03-01T12:55:51.256500", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import pubplot\n", - "\n", - "from cosmo import cosmo, fsky\n", - "from cartesian import rotate\n", - "from findfile import findfile\n", - "from poisson import fillfactor_expectation, fillfactor_poisson" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "56a9af6f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:55:51.845691Z", - "iopub.status.busy": "2022-03-01T12:55:51.844896Z", - "iopub.status.idle": "2022-03-01T12:55:51.846670Z", - "shell.execute_reply": "2022-03-01T12:55:51.847238Z" - }, - "papermill": { - "duration": 0.053463, - "end_time": "2022-03-01T12:55:51.847522", - "exception": false, - "start_time": "2022-03-01T12:55:51.794059", - "status": "completed" - }, - "tags": [ - "parameters" - ] - }, - "outputs": [], - "source": [ - "# update pytest\n", - "\n", - "survey = 'gama'\n", - "field = 'G9'\n", - "dryrun = False\n", - "realz = 0\n", - "version = 'latest'" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "b1a494a2", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:55:51.919740Z", - "iopub.status.busy": "2022-03-01T12:55:51.919205Z", - "iopub.status.idle": "2022-03-01T12:55:51.922009Z", - "shell.execute_reply": "2022-03-01T12:55:51.922428Z" - }, - "papermill": { - "duration": 0.041155, - "end_time": "2022-03-01T12:55:51.922552", - "exception": false, - "start_time": "2022-03-01T12:55:51.881397", - "status": "completed" - }, - "tags": [ - "injected-parameters" - ] - }, - "outputs": [], - "source": [ - "# Parameters\n", - "field = \"G9\"\n", - "survey = \"gama\"\n" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "id": "d0fd39e6", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:55:51.990037Z", - "iopub.status.busy": "2022-03-01T12:55:51.989601Z", - "iopub.status.idle": "2022-03-01T12:55:51.992535Z", - "shell.execute_reply": "2022-03-01T12:55:51.992881Z" - }, - "papermill": { - "duration": 0.039968, - "end_time": "2022-03-01T12:55:51.992985", - "exception": false, - "start_time": "2022-03-01T12:55:51.953017", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "nbar = 2.\n", - "radius = 8." - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "id": "9b287a86", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:55:52.050496Z", - "iopub.status.busy": "2022-03-01T12:55:52.050073Z", - "iopub.status.idle": "2022-03-01T12:55:54.394791Z", - "shell.execute_reply": "2022-03-01T12:55:54.395679Z" - }, - "papermill": { - "duration": 2.377346, - "end_time": "2022-03-01T12:55:54.395963", - "exception": false, - "start_time": "2022-03-01T12:55:52.018617", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: hdu= was not specified but multiple tables are present, reading in first available table (hdu=1) [astropy.io.fits.connect]\n" - ] - }, - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 10127636),\n", - " ('FIELD', 'G9'),\n", - " ('AREA', 60.0),\n", - " ('VOL', 2531908.950723488),\n", - " ('RAND_DENS', 4.00000007784879),\n", - " ('VOL8', 2144.660584850632),\n", - " ('NRAND8', 8578.642506361759),\n", - " ('NRAND8_PERR', 92.62096148476196),\n", - " ('EXTNAME', 'RANDOMS')])" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='randoms', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "rand = Table.read(fpath)\n", - "rand.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "efc61629", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:55:54.498447Z", - "iopub.status.busy": "2022-03-01T12:55:54.497883Z", - "iopub.status.idle": "2022-03-01T12:55:54.502788Z", - "shell.execute_reply": "2022-03-01T12:55:54.502203Z" - }, - "papermill": { - "duration": 0.052528, - "end_time": "2022-03-01T12:55:54.502915", - "exception": false, - "start_time": "2022-03-01T12:55:54.450387", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "'/cosma/home/durham/dc-moor2/data/v4/randoms/randoms_G9_0.fits'" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "f2231ede", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:55:54.572904Z", - "iopub.status.busy": "2022-03-01T12:55:54.572479Z", - "iopub.status.idle": "2022-03-01T12:55:57.357521Z", - "shell.execute_reply": "2022-03-01T12:55:57.358453Z" - }, - "papermill": { - "duration": 2.822593, - "end_time": "2022-03-01T12:55:57.358747", - "exception": false, - "start_time": "2022-03-01T12:55:54.536154", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 10127636),\n", - " ('FIELD', 'G9'),\n", - " ('AREA', 60.0),\n", - " ('VOL', 2531908.950723488),\n", - " ('RAND_DENS', 4.00000007784879),\n", - " ('VOL8', 2144.660584850632),\n", - " ('NRAND8', 8578.642506361759),\n", - " ('NRAND8_PERR', 92.62096148476196),\n", - " ('EXTNAME', 'RANDOMS'),\n", - " ('RSPHERE', 8.0)])" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='randoms_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "rand = Table.read(fpath)\n", - "rand.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "7be42d53", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:55:57.465737Z", - "iopub.status.busy": "2022-03-01T12:55:57.465139Z", - "iopub.status.idle": "2022-03-01T12:56:01.118039Z", - "shell.execute_reply": "2022-03-01T12:56:01.117247Z" - }, - "papermill": { - "duration": 3.703329, - "end_time": "2022-03-01T12:56:01.118216", - "exception": false, - "start_time": "2022-03-01T12:55:57.414887", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 10127636),\n", - 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"135.37460950918503 1.7402361027820143 0.14082965 421852.7 8635019 ... 8518 1.0 9.030529978145887 267786 0.9929309903849254\n", - "139.69590838187713 -0.7706130140635573 0.18656524 953092.0 590799 ... 8527 1.0 11.572720687066221 213125 0.9939801074210213\n", - " 133.8630778000819 -0.8544687312517396 0.19964723 1158296.9 9559916 ... 8563 1.0 11.497646751481364 266421 0.9981765755654046" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rand" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "75f912b3", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:01.296517Z", - "iopub.status.busy": "2022-03-01T12:56:01.296096Z", - "iopub.status.idle": "2022-03-01T12:56:07.591397Z", - "shell.execute_reply": "2022-03-01T12:56:07.592175Z" - }, - "papermill": { - "duration": 6.333265, - "end_time": "2022-03-01T12:56:07.592436", - "exception": false, - "start_time": "2022-03-01T12:56:01.259171", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('ZMIN', 0.039),\n", - " ('ZMAX', 0.263),\n", - " ('DZ', 0.0001),\n", - " ('NRAND', 10127636),\n", - " ('FIELD', 'G9'),\n", - " ('AREA', 180.0),\n", - " ('VOL', 2531908.950723488),\n", - " ('RAND_DENS', 4.00000007784879),\n", - " ('VOL8', 2144.660584850632),\n", - " ('NRAND8', 8578.642506361759),\n", - " ('NRAND8_PERR', 92.62096148476196),\n", - " ('EXTNAME', 'TilingCat'),\n", - " ('RSPHERE', 8.0),\n", - " ('TCOMM1', 'GAMA ID'),\n", - " ('TUCD1', 'meta.id;meta.main'),\n", - " ('TCOMM2', 'SDSS objid'),\n", - " ('TUCD2', 'meta.id'),\n", - " ('TCOMM3', 'J2000 coordinate'),\n", - " ('TUCD3', 'pos.eq.ra'),\n", - " ('TCOMM4', 'J2000 coordinate'),\n", - " ('TUCD4', 'pos.eq.dec'),\n", - " ('TCOMM5', '3-arcsec fiber magnitude'),\n", - " ('TUCD5', 'phot.mag;em.opt.R'),\n", - " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", - " ('TUCD6', 'phot.mag;em.opt.R'),\n", - " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD7', 'phot.mag;em.opt.U'),\n", - " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD8', 'phot.mag;em.opt.B'),\n", - " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD9', 'phot.mag;em.opt.R'),\n", - " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD10', 'phot.mag;em.opt.I'),\n", - " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD11', 'phot.mag;em.opt.I'),\n", - " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", - " ('TUCD12', 'meta.code;meta.dataset'),\n", - " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", - " ('TUCD13', 'src.redshift'),\n", - " ('TCOMM14', 'Quality of redshift'),\n", - " ('TUCD14', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", - " ('TUCD15', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", - " ('TUCD16', 'meta.id.cross;spect'),\n", - " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", - " ('TUCD17', 'src.redshift;stat.error'),\n", - " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", - " ('TUCD18', 'meta.number;spect'),\n", - " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", - " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", - " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", - " ('TUCD20', 'src.class.starGalaxy'),\n", - " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", - " ('TUCD21', 'src.class.starGalaxy'),\n", - " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", - " ('TUCD22', 'phot.mag;em.IR.K'),\n", - " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", - " ('TUCD23', 'phot.flux.density;em.radio'),\n", - " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", - " ('TUCD24', 'meta.code'),\n", - " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", - " ('TUCD25', 'meta.code'),\n", - " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", - " ('TUCD26', 'meta.code'),\n", - " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", - " ('TUCD27', 'meta.code.class'),\n", - " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", - " ('TUCD28', 'meta.code.class'),\n", - " ('TCOMM29', 'Priorities for targeting, see notes'),\n", - " ('TUCD29', 'meta.code.class'),\n", - " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", - " ('TUCD30', 'meta.code.class'),\n", - " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", - " ('TUCD31', 'meta.code.cross'),\n", - " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", - " ('TUCD32', 'meta.code'),\n", - " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", - " ('TUCD33', 'meta.code'),\n", - " ('TCOMM34', 'Visual classification, see notes'),\n", - " ('TUCD34', 'mata.code.qual'),\n", - " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", - " ('TUCD35', 'meta.id'),\n", - " ('DATE-HDU', '2015-09-04T13:22:37'),\n", - " ('STILVERS', '3.0-8'),\n", - " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", - " ('DMU', 'EqInputCat'),\n", - " ('NAME', 'TilingCat'),\n", - " ('VERSION', 'v46'),\n", - " ('DATE', '2015-05-22'),\n", - " ('CONTACT', 'Ivan Baldry '),\n", - " ('GOLD_NGAL', 113687),\n", - " ('DDP1_ZMIN', 0.0390699990093708),\n", - " ('DDP1_ZMAX', 0.2629899978637695),\n", - " ('DDP1_VZ', 7594754.153764196),\n", - " ('DDP1ZLIMS_NGAL', 113687),\n", - " ('DDP1_NGAL', 45293),\n", - " ('DDP1_DENS', 0.005963721679858641),\n", - " ('DDP2_ZMIN', 0.03914999961853027),\n", - " ('DDP2_ZMAX', 0.1937000006437302),\n", - " ('DDP2_VZ', 3156659.558717707),\n", - " ('DDP2ZLIMS_NGAL', 73942),\n", - " ('DDP2_NGAL', 33396),\n", - " ('DDP2_DENS', 0.01057953807776663),\n", - " ('DDP3_ZMIN', 0.03903000056743622),\n", - " ('DDP3_ZMAX', 0.1015800014138222),\n", - " ('DDP3_VZ', 457819.2340050841),\n", - " ('DDP3ZLIMS_NGAL', 18121),\n", - " ('DDP3_NGAL', 8842),\n", - " ('DDP3_DENS', 0.01931329953669401),\n", - " ('TMR_DDP1', '[-21.8, -20.1]'),\n", - " ('TMR_DDP2', '[-20.6, -19.3]'),\n", - " ('TMR_DDP3', '[-19.6, -17.8]'),\n", - " ('D80LIMS', '[-1.0, -0.75]'),\n", - " ('D81LIMS', '[-0.75, -0.55]'),\n", - " ('D82LIMS', '[-0.55, -0.4]'),\n", - " ('D83LIMS', '[-0.4, 0.0]'),\n", - " ('D84LIMS', '[0.0, 0.7]'),\n", - " ('D85LIMS', '[0.7, 1.6]'),\n", - " ('D86LIMS', '[1.6, 2.9]'),\n", - " ('D87LIMS', '[2.9, 4.0]'),\n", - " ('D88LIMS', '[4.0, 10000.0]'),\n", - " ('DDP1_d0_VOLFRAC', '2.167249e-01'),\n", - " ('DDP1_d0_TIERMEDd8', '-9.208681e-01'),\n", - " ('DDP1_d1_VOLFRAC', '8.594927e-02'),\n", - " ('DDP1_d1_TIERMEDd8', '-6.702042e-01'),\n", - " ('DDP1_d2_VOLFRAC', '6.657369e-02'),\n", - " ('DDP1_d2_TIERMEDd8', '-4.892331e-01'),\n", - " ('DDP1_d3_VOLFRAC', '1.299421e-01'),\n", - " ('DDP1_d3_TIERMEDd8', '-2.181489e-01'),\n", - " ('DDP1_d4_VOLFRAC', '1.389128e-01'),\n", - " ('DDP1_d4_TIERMEDd8', '2.572897e-01'),\n", - " ('DDP1_d5_VOLFRAC', '8.531706e-02'),\n", - " ('DDP1_d5_TIERMEDd8', '1.032813e+00'),\n", - " ('DDP1_d6_VOLFRAC', '3.973463e-02'),\n", - " ('DDP1_d6_TIERMEDd8', '2.049219e+00'),\n", - " ('DDP1_d7_VOLFRAC', '9.176350e-03'),\n", - " ('DDP1_d7_TIERMEDd8', '3.280636e+00'),\n", - " ('DDP1_d8_VOLFRAC', '4.468734e-03'),\n", - " ('DDP1_d8_TIERMEDd8', '4.707513e+00'),\n", - " ('comments',\n", - " ['Science targets and information for tiling and spectroscopic',\n", - " 'observation.'])])" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "\n", - "rand = Table.read(fpath)\n", - "rand.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "a169c202", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:07.697408Z", - "iopub.status.busy": "2022-03-01T12:56:07.696836Z", - "iopub.status.idle": "2022-03-01T12:56:14.294850Z", - "shell.execute_reply": "2022-03-01T12:56:14.293881Z" - }, - "papermill": { - "duration": 6.646806, - "end_time": "2022-03-01T12:56:14.295111", - "exception": false, - "start_time": "2022-03-01T12:56:07.648305", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: AstropyDeprecationWarning: Specified hdu=BOUNDARY not found, reading in first available table (hdu=1) instead. This will result in an error in future versions! [astropy.io.fits.connect]\n" - ] - } - ], - "source": [ - "# also tried ftype='randoms'\n", - "fpath = findfile(ftype='randoms_bd_ddp_n8', field=field, dryrun=dryrun, survey=survey, version=version)\n", - "bound = Table.read(fpath, 'BOUNDARY')" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "4a59ef0b", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:14.474562Z", - "iopub.status.busy": "2022-03-01T12:56:14.464781Z", - "iopub.status.idle": "2022-03-01T12:56:18.471467Z", - "shell.execute_reply": "2022-03-01T12:56:18.472318Z" - }, - "papermill": { - "duration": 4.114368, - "end_time": "2022-03-01T12:56:18.472589", - "exception": false, - "start_time": "2022-03-01T12:56:14.358221", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'DEC [deg.]')" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "pl.plot(rand['RANDOM_RA'][::10], rand['RANDOM_DEC'][::10], marker=',', lw=0.0, c='k')\n", - "pl.plot(bound['RANDOM_RA'], bound['RANDOM_DEC'], marker=',', lw=0.0, c='cyan')\n", - "pl.xlabel('RA [deg.]')\n", - "pl.ylabel('DEC [deg.]')" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "2e6f064c", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:18.650884Z", - "iopub.status.busy": "2022-03-01T12:56:18.644525Z", - "iopub.status.idle": "2022-03-01T12:56:21.032255Z", - "shell.execute_reply": "2022-03-01T12:56:21.031398Z" - }, - "papermill": { - "duration": 2.497638, - "end_time": "2022-03-01T12:56:21.032491", - "exception": false, - "start_time": "2022-03-01T12:56:18.534853", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'V')" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['V'], bins=100, histtype='step', color='k')\n", - "_ = pl.hist(bound['V'], bins=100, histtype='step', color='c')\n", - "\n", - "#_ = pl.hist(rand['V'][rand['IS_BOUNDARY'].astype(bool)], bins=100, histtype='step', color='c')\n", - "\n", - "pl.xlabel('V')" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "5bd0dc34", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:21.204051Z", - "iopub.status.busy": "2022-03-01T12:56:21.202884Z", - "iopub.status.idle": "2022-03-01T12:56:22.472865Z", - "shell.execute_reply": "2022-03-01T12:56:22.473785Z" - }, - "papermill": { - "duration": 1.380412, - "end_time": "2022-03-01T12:56:22.474081", - "exception": false, - "start_time": "2022-03-01T12:56:21.093669", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.0, 0.6)" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['Z'], bins=100, histtype='step', color='k')\n", - "\n", - "pl.axvline(300. / 2.9979e5, lw=0.5, c='k')\n", - "\n", - "pl.yscale('log')\n", - "pl.xlabel('$z$')\n", - "\n", - "pl.xlim(0.0, 0.6)" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "af02e2ae", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:22.592388Z", - "iopub.status.busy": "2022-03-01T12:56:22.591834Z", - "iopub.status.idle": "2022-03-01T12:56:24.523650Z", - "shell.execute_reply": "2022-03-01T12:56:24.522600Z" - }, - "papermill": { - "duration": 1.985857, - "end_time": "2022-03-01T12:56:24.523917", - "exception": false, - "start_time": "2022-03-01T12:56:22.538060", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "pos = np.c_[rand['ROTCARTESIAN_X'], rand['ROTCARTESIAN_Y'], rand['ROTCARTESIAN_Z']]\n", - "pos_bound = np.c_[bound['ROTCARTESIAN_X'], bound['ROTCARTESIAN_Y'], bound['ROTCARTESIAN_Z']]" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "a4fcf255", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:24.690327Z", - "iopub.status.busy": "2022-03-01T12:56:24.686489Z", - "iopub.status.idle": "2022-03-01T12:56:25.094765Z", - "shell.execute_reply": "2022-03-01T12:56:25.095676Z" - }, - "papermill": { - "duration": 0.506791, - "end_time": "2022-03-01T12:56:25.095982", - "exception": false, - "start_time": "2022-03-01T12:56:24.589191", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, '$y$')" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "pl.plot(pos[::10,0], pos[::10,1], marker=',', lw=0.0, c='k')\n", - "\n", - "pl.xlabel('$x$')\n", - "pl.ylabel('$y$')" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "cecd2406", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:25.279534Z", - "iopub.status.busy": "2022-03-01T12:56:25.275551Z", - "iopub.status.idle": "2022-03-01T12:56:28.273429Z", - "shell.execute_reply": "2022-03-01T12:56:28.274277Z" - }, - "papermill": { - "duration": 3.110139, - "end_time": "2022-03-01T12:56:28.274547", - "exception": false, - "start_time": "2022-03-01T12:56:25.164408", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, '$y$')" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(10,10))\n", - "ax = fig.add_subplot(projection='3d')\n", - "\n", - "ax.scatter(pos[::10, 0],\\\n", - " pos[::10, 1],\\\n", - " pos[::10, 2],\\\n", - " marker='.',\\\n", - " lw=0.0)\n", - "\n", - "ax.set_xlim(0.0, 1000.)" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "a3af928e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:34.645130Z", - "iopub.status.busy": "2022-03-01T12:56:34.644586Z", - "iopub.status.idle": "2022-03-01T12:56:40.719410Z", - "shell.execute_reply": "2022-03-01T12:56:40.720198Z" - }, - "papermill": { - "duration": 6.158164, - "end_time": "2022-03-01T12:56:40.720463", - "exception": false, - "start_time": "2022-03-01T12:56:34.562299", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.0, 1000.0)" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig = plt.figure(figsize=(10,10))\n", - "ax = fig.add_subplot(projection='3d')\n", - "\n", - "ax.scatter(pos_bound[:,0][::10],\\\n", - " pos_bound[:,1][::10],\\\n", - " pos_bound[:,2][::10],\\\n", - " marker='.',\\\n", - " lw=0.0)\n", - "\n", - "ax.set_xlim(0.0, 1000.)" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "id": "5d6f08ee", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:40.878542Z", - "iopub.status.busy": "2022-03-01T12:56:40.877744Z", - "iopub.status.idle": "2022-03-01T12:56:41.770561Z", - "shell.execute_reply": "2022-03-01T12:56:41.771496Z" - }, - "papermill": { - "duration": 0.978726, - "end_time": "2022-03-01T12:56:41.771811", - "exception": false, - "start_time": "2022-03-01T12:56:40.793085", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "0.00999996445369877" - ] - }, - "execution_count": 22, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.mean(rand['V'] < np.percentile(rand['V'], 1.))" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "id": "59bea81f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:41.936342Z", - "iopub.status.busy": "2022-03-01T12:56:41.935660Z", - "iopub.status.idle": "2022-03-01T12:56:41.939489Z", - "shell.execute_reply": "2022-03-01T12:56:41.940069Z" - }, - "papermill": { - "duration": 0.087968, - "end_time": "2022-03-01T12:56:41.940240", - "exception": false, - "start_time": "2022-03-01T12:56:41.852272", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "('RANDOM_RA',\n", - " 'RANDOM_DEC',\n", - " 'Z',\n", - " 'V',\n", - " 'RANDID',\n", - " 'FIELD',\n", - " 'GAMA_FIELD',\n", - " 'CARTESIAN_X',\n", - " 'CARTESIAN_Y',\n", - " 'CARTESIAN_Z',\n", - " 'ROTCARTESIAN_X',\n", - " 'ROTCARTESIAN_Y',\n", - " 'ROTCARTESIAN_Z',\n", - " 'RAND_N8',\n", - " 'FILLFACTOR',\n", - " 'BOUND_DIST',\n", - " 'BOUNDID',\n", - " 'FILLFACTOR_POISSON',\n", - " 'DDP1_N8',\n", - " 'DDP2_N8',\n", - " 'DDP3_N8',\n", - " 'IN_DDP1',\n", - " 'IN_DDP2',\n", - " 'IN_DDP3',\n", - " 'DDP1_DELTA8',\n", - " 'DDP2_DELTA8',\n", - " 'DDP3_DELTA8',\n", - " 'DDP1_DELTA8_TIER')" - ] - }, - "execution_count": 23, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rand.dtype.names" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "id": "85da98af", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:42.057295Z", - "iopub.status.busy": "2022-03-01T12:56:42.056808Z", - "iopub.status.idle": "2022-03-01T12:56:42.500333Z", - "shell.execute_reply": "2022-03-01T12:56:42.501141Z" - }, - "papermill": { - "duration": 0.498118, - "end_time": "2022-03-01T12:56:42.501464", - "exception": false, - "start_time": "2022-03-01T12:56:42.003346", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(1095, 9015)" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "rand['RAND_N8'].data.min(), rand['RAND_N8'].data.max()" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "6d2d1324", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:42.794496Z", - "iopub.status.busy": "2022-03-01T12:56:42.792260Z", - "iopub.status.idle": "2022-03-01T12:56:44.422610Z", - "shell.execute_reply": "2022-03-01T12:56:44.421711Z" - }, - "papermill": { - "duration": 1.716814, - "end_time": "2022-03-01T12:56:44.422848", - "exception": false, - "start_time": "2022-03-01T12:56:42.706034", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(50.0, 2500.0)" - ] - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['RAND_N8'], bins=np.arange(0, 3500, 1), histtype='step')\n", - "\n", - "pl.axvline(rand.meta['NRAND8'], c='k', lw=0.5)\n", - "\n", - "pl.xlabel(r'$N_8$')\n", - "pl.xlim(50., 2500.)" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "id": "3b9fa76c", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:44.566335Z", - "iopub.status.busy": "2022-03-01T12:56:44.565822Z", - "iopub.status.idle": "2022-03-01T12:56:44.568542Z", - "shell.execute_reply": "2022-03-01T12:56:44.568963Z" - }, - "papermill": { - "duration": 0.066691, - "end_time": "2022-03-01T12:56:44.569102", - "exception": false, - "start_time": "2022-03-01T12:56:44.502411", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "# 100. * np.sqrt(rand.meta['NRAND8']) / rand.meta['NRAND8']" - ] - }, - { - "cell_type": "code", - "execution_count": 27, - "id": "f18ed860", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:56:44.725318Z", - "iopub.status.busy": "2022-03-01T12:56:44.723419Z", - "iopub.status.idle": "2022-03-01T12:57:17.950594Z", - "shell.execute_reply": "2022-03-01T12:57:17.951133Z" - }, - "papermill": { - "duration": 33.332363, - "end_time": "2022-03-01T12:57:17.951318", - "exception": false, - "start_time": "2022-03-01T12:56:44.618955", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "#isin = rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(pos_bound[:,0], pos_bound[:,1], lw=0.0, c=bound['V'], s=2)\n", - "pl.xlabel('$x$')\n", - "pl.ylabel('$y$')\n", - "pl.colorbar(label='V')\n" - ] - }, - { - "cell_type": "code", - "execution_count": 28, - "id": "3079cd07", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:57:18.121148Z", - "iopub.status.busy": "2022-03-01T12:57:18.116120Z", - "iopub.status.idle": "2022-03-01T12:57:52.782775Z", - "shell.execute_reply": "2022-03-01T12:57:52.783311Z" - }, - "papermill": { - "duration": 34.774205, - "end_time": "2022-03-01T12:57:52.783496", - "exception": false, - "start_time": "2022-03-01T12:57:18.009291", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", 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- "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(pos[:,1], pos[:,2], lw=0.0, c=rand['BOUND_DIST'], s=2, vmin=0., vmax=70.)\n", - "pl.xlabel('$y$')\n", - "pl.ylabel('$z$')\n", - "pl.colorbar(label='BOUNDARY DISTANCE')" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "id": "475c195e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:58:29.000656Z", - "iopub.status.busy": "2022-03-01T12:58:28.994331Z", - "iopub.status.idle": "2022-03-01T12:59:04.011447Z", - "shell.execute_reply": "2022-03-01T12:59:04.011952Z" - }, - "papermill": { - "duration": 35.340674, - "end_time": "2022-03-01T12:59:04.012130", - "exception": false, - "start_time": "2022-03-01T12:58:28.671456", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 30, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "#isin = rand['IS_BOUNDARY'].astype(bool)\n", - "pl.scatter(pos_bound[:,0], pos_bound[:,1], lw=0.0, c=bound['RAND_N8'], vmin=0, vmax=1500, s=2)\n", - "pl.xlabel('$x$')\n", - "pl.ylabel('$y$')\n", - "pl.colorbar(label=r'$N_8$')" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ebd53b17", - "metadata": { - "papermill": { - "duration": 0.100944, - "end_time": "2022-03-01T12:59:04.179381", - "exception": false, - "start_time": "2022-03-01T12:59:04.078437", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 31, - "id": "91ab6e29", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:04.359411Z", - "iopub.status.busy": "2022-03-01T12:59:04.356532Z", - "iopub.status.idle": "2022-03-01T12:59:09.343004Z", - "shell.execute_reply": "2022-03-01T12:59:09.343783Z" - }, - "papermill": { - "duration": 5.06839, - "end_time": "2022-03-01T12:59:09.344039", - "exception": false, - "start_time": "2022-03-01T12:59:04.275649", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(0.2, 1.2)" - ] - }, - "execution_count": 31, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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jwdDV1YWdO3difeOH7HVbT1TjT68kzvRhWb16NWbPno3u7m42NRLlCdcdQFT1GQDPmLW0VTAC2ykAm5lQmAZCKBTCXXfdhZsW+jCv8AgA4H0dhXU/cR/IfD4fampqUFRUxGZGojySdAcQVT2tqpvMDPrNAKaKyPMisjkTE3kSxdLd3Y2XX34ZX21Qe913j1biwBH3tavx48fj2muv5VQvRHkm3UTDpwE8CuBREakEsEJENgDYCWCrqr7gphwRWQugB0CxWW5Lgv2bHYseVd2QyvVTbrnllltw63UzMfvDhwEAvfoh/NNP9yc4Ktytt94KAPB6vQxkRHkkY13zVfWAqj5qTsa5AcD1zjnPYh0nIusB9KjqNjOITRWRFXH2X6uqLdYPgDYzGFIea29vx6GDh/A/5p+z1216owJH3g66LmPOnDm4/PLL4fV64fe7b5okoqEvK+PMzMB2nxnYWgDcKiKbY+zerKrbHMutMGaqjmV1xLk6AdSndcE0pIVCIXzve9/DbdfPwpUFbwEA3tMP43/9576kypk5cyY8Hg9zMRLloaxnAFHVLgBd0baJSF2U1ScBNMYp8qSIbFXVlWYZzQBiBUrKA4FAAD/64Q/RfV+lve7JQ+V4+2TiZMKWwsJC9Pb2Ytq0aQDAzh9EeWawM4AUwwheTkEAMMe4RbMGQJ2InDKbF09G1Owoz3zmM5/B//uJWaj+0HEAwGkdjYd+4n6ANGD0YvzHf/xHhEIhdscnykODHcw8UdZZwa042gGq2gNgI4wOI+sRp4lRRJrN53Ydx48fT/NSaTCEQiHs2PFbfKn2XXvd4z2TcNJlMmHLpz/9afT29qKoqAg+n4/NjER5ZrCDWRD9g5a1HFljAwCIyEYAnao6F8BKAM0isjXavmYnkXmqOm/8+PEZumQaKKFQCA888AD+2/UzUTHqBADg1MVLsP4//5J0WQUFBXYTI7N+EOWfwQ5mJ9G/duYBAFUNRu5sPWNT1Tbz320A5gKI2fuRcldRURG+9a1vYW1NXy3ssf0T8c6Zs0mVM2fOHNTX19vzlhUVFTGgEeWZQQ1mZk/EYMTqYgBtMQ4pBhA2sMhsduQzszz0zW9+E3+95Cr7Wdk7Ohrf+Hlyz8oAYNmyZQCM7v0cLE2Unwa7ZgYALRHjyppgPBMDAIhIlbXdrJGFPSMzO4r0DMB10gD74he/iPvm9Y0razk0yfXEm5YJEyagqakJDQ0NGDduHHsxEuWprHXNF5EaVd2daD9VXScia82AVQVgf0TvxEYYz8asdevMgdb7nWVk7sppKOjs7MTNH7sSMwuMHIwhLcCGZ5MbVwYAy5cvx9VXX43u7m74fL5MXyYRDRFpBzMzjdU6AGr+WwLgeRiJiFfDSES8O14Z8dJRmVk+WhzLPeZ5KI+tWr0Km28psJe/e6QCx092JF3O0qVL7WdkbGIkyl+ZqJndoqp3AoCI3AEj+fAGVd1krrsHwO4MnIeGic7OTkzzjsRcR2b8h3+eXA5GwBhb9tZbb9m1skAgwEBGlKcy8czsQOQKK5CZ3M+aSMNeKBTCY489hi9/tK9W9qO3KvHGW6eSLqu2thZXX301zp41ej9ayYXZk5Eo/2QimBUDgDnP2Xr0Ty2l/Y4giqNn92/w0UuMRMDndQQe+mVqSYE/+tGPYsaMGZg8ebJdI2NeRqL8lIlg1iEi9wLYBWCdqn5dRO4VkevMJsaog5+JonnggQewbtFl9vK2E1V4/XDy2VusXot+vx+HDxtTxjCIEeWvhMFMRJ6It11Vu8ypX6qt5kVVfRSAAGjnLNTkVigUwvaf/juWjjlor3t4+7GUympqasK1116L8vJyjB49GoFAAIFAIKwjCBHlDzc1s1Uiclni3cKparuZMZ/IlZaWFtx7/USMEKNl+vl3KvHy62+mVFZpaSmKiooQCATsXIzWMzPW0Ijyj5tgNg7AUyJyj4jcLiIVWb4mGqbWf+1B3Dqhrz/Ro79LboC0pbS0FEuWLEEoFLJTWDlrY6yZEeUfN13z21R1NWB38mgUkZUwOnYEze0Hs3aFNCz4/X7c/clpKJS9AICu3olo25l86ioAWLx4MTweD8rLy9Hd3Y26urqw2hhrZkT5J2EwU9XrHb+fBvCMtWwGt3kR6ahaVfWljF4l5bVQKIQF8+vx5ztG2uv+eVfqQyD/5m/+BiUlJfD7/WEDptnESJS/0ho0bQa3djM/4hoYqadURFpU9R8ycH00DAQCAfz1R8owboQxMPrQ+WL8+IXkp3kBgJqaGng8nrDAZf3O5kWi/JVyMDOfna2BkfHDA2Nw9AYAD5tBjsiVDRvW494r+wZFf/vVcbh48WBKZVVWVmLy5MkIhUJhuRitmhkR5aekg5mI3A4jiNXB6H6/DcBGVW3P8LXRMBAIBHB6728x5SPGcMRTFy/Bk79KrVYGAHV1dXYPRmcuRgYyovzmKpiJSA36amECY8qV+wC0sBZG6fj1i7/GP849by9vOjQR74WOplRWeXk5amtrw6Z5sYIYa2ZE+S1hMBORneirhbXAqIVx/BhlRMujX8Lzn3wLANCrH8I3fpn8NC+W4uJiXHHFFcyQTzQMuRlnNhdGU6JHVe9kIKNMaW9vx90f7Qs2P36rAm8F3km5vM997nMoLy+3mxWtQdNElP9cjTMD8AiANSJiJQ3uBNChqlE/eURkTKxtRJb/9cA9aL/+oL389dbUsn0AwKxZs1BYWGinrAKM/IxWkyNraET5zU0wazVrY3aNTERqAaw2u+QrjGdobY4AtgnA6gxfK+WRUCiEW2ePslNXtb5bib/0pD48sb6+HhUVFSgvL+eYMqJhyM2g6UejrIsMbpUwgttYANUAVkQeQ+T0b09txN9d0Te1y7f+2JtWeRMmTMDkyZPtCTitcWVWU6OzUwgR5Z9MzDQNVT0AozYGs7a2KhPlUv46vOP7uGymEcD2fjABv/i/r6VcVkFBAVatWoXDhw9jxowZ/QZHM5AR5b9MzGcWRlWDMJ6zEUXV2rodd84I2suPvXJpWuU1NDTg6NGjdrd8r9fbrys+s38Q5beMBzMAUFXWzCimTQ/djYpRJwAAwYtF+M72V9Mqb8WKFZg9e3ZYDkaL3280ZTrHmxFR/slKMCOKpbOzE5+f1/e2++4bZQj1vp9yeRMmTMDYsWMBwO6GbwW0UChkNzFy3BlRfmMwowH1zYe+jI9eYtSWzusIfPNXB9Mqb/78+XYvxvLy8rCu+ZEdQYgofzGY0YDx+/24/vLj9vLPg5U4dPREWmVWV1djxowZ9nQvXq83bKA0mxWJhgcGMxowz/5kC1Z4+2aS/uaO9NJ6VlVV4YYbbgh7HhY5uzTHmxENDwxmNCBCoRBO/enfUShGUuHd70/Eb7p60iqzrKwM48aNC5uEk8GLaHhiMKMBcTp4ErdXvWUv/+/dBWmXOW/ePJSXl8Pn89nPyiKTDLOZkWh4YDCjAbHh7k+jdKSR7ezYhTH4QVvqc5YBQGlpKW655RY7WPl8Pnt8mRNraUTDQ1aCmTmBJxEAo8v831b0dfT4zoHL8cH583GOSKy+vh69vb12sLLGkzmflxHR8JFyOitzws55MTavA/BUqmVTfnnynx/EA4VHAADv6yh8e3vqc5ZZPvGJT2DatGl2MDt8+LDdk5Hpq4iGn5SCmYjcC2Pm6c4YuxSnfEWUV0KhECrf+SMw3lj+2ckKvBWI9bZxb9WqVfD7/fB6vfD7/WhoaIDf77drZkQ0vKRcM1PV6ljbROSRVMul/NK18w+4xXvQXv7fvzuVdpnTp0/HSy+9hAULFtg1s0AgYE//AvBZGdFwk2owi9unWlXvS6YwEVlrlllsHt+SYH8PgGbHMR2qmv7Xfcq4F5/+ChoqPwAAvPz+Ffjd7tSz41tuuukmlJWV2V3xI2tjDGREw0+2OoBcl8S+6wH0qOo2M4hNFZGY86GZgaxdVTeo6jZz9f1pXTBlxYXz53Hb5KP28hN/LsxIuTfeeCOAvq73oVDIzvphzV9GRMNLSsFMVZ8RketE5Hbz3xrHz3UwOoC41ewISgDQCuN5XCzrAWx0XEsLgDuSegE0IB659zOYMuokAODUxUvwvbb0suMDwIIFCzBjxoywwdHO39kBhGh4SrUDyC0AtiJ2c2Oly3Lqoqw+CaAxzmHNAKY6V5hzqNEQc+3IPfbvPzgyEWd7j8bZ252PfexjdsePyCz5AKLOZUZE+S/VZ2ZNqhqzViciT7ospxhG8HIKmmV4IoOUiFSZv1aZgbAYgEdVN7g8Hw2Q7238Fv7+0oMAgIsq+HarP+0yCwoKUF5eDq/Xa9fGomX5YCAjGn5SfWbWmmC722ZGT5R1VnCL1r3fCmZwPGOznrv1IyLNItIhIh3Hjx+PtgtlSW/Xj+3f296twL7D6d//WbNm4a/+6q+wb9++sMHSgUCAqauIhrlspbNy1cwIoxYWGbSs5cgam3Ndh2NdG4C10QpX1RZVnaeq88aPH+/ykihdL+3uxOoJh+zlx3emPvmm0913341QKIQFCxYAQFiGfCIa3tLtAFIjImOc28xlt70LT6J/7cxjniMYZf+eKNuC5nkjy6FB8usfPALPCKOWdOB8CZ79Xfrd8QHA4/EAMGpjztmkrYDG5kWi4SvVDiAXAIhjWZ2bAWi/g6JQ1U4RCUasLoZR24q2f1BEgiJSpapW5xOPtc3VxVNWvXfmDBoLXrKXW/aNg+JAnCPcmT59OgoLC+2OH87AxR6MRJRqM2MXgHGqOsL8Gen4GQHgmSTKaokYV9YER9d7EamK2P4wwns7rkZyQwEoi365uQUzC44BAM5qAVp+lZla2fz581FWVgagfw2MgYyIUg1md6hqvGmCXQcXVV0Ho3fiCjMTyP6IcWeNcIw7M3suekRkrbn/CfZmHDpGvPRD+/etx6fg5DvvZaTcWbNmhSUStpoYrSZHIhreUmpmVNUuwH4+1gijl2EPgDZVfUdVk2pXiheMzB6LLRHrGLyGoMMHX8ON4/r+67/967czUm5hYSHKysrg9/vh8/nC8i+Wl5fzWRkRpd6bUUTuAHAQwJcAXG/+e0pE7snMpVGu2fGdL6NALgAA/nR2EjpePZyRchcvXowrr7wSXq8X3d3dABDWAYSIKKVgZmYA8ahqsdn1/Xrz35HGZrk5s5dJQ93p4Cksxp/s5X/dPTJjZVdVVdk9Fn0+H4qKiuxMH9bzMgY1ouEt1ZpZsao+Gm2DuX5qtG2Uv3b+4mlcMdJ4jPr2xcvwoxfSz8MIAJMmTcLateHDCAOBQL/nZWxqJBreUg1mJxJsT3/SKsopRXu+b//+vUNX4IPz5zNSblNTE0KhEF577TU7fZX1nIy1MiKypFwzS7B9XIrlUg7auWM7PlJodPw4ryPwWGvc6e6SsmTJEvh8PpSUlPTb5szRSETDW6rB7ICIPCwilzlXisgYEXkCwK70L41yxVvtj9u/bz9dAf/RaJnIkldQUIDCwkJ7FumioiL4/X47HyPnLSMiS6pd89tFZByAQyJyAkZKKQ+MGts6VX0hY1dIQ9p77waxSP/Lzgfz2H9lrslv+fLlmDlzpt2M6Pf77Y4gziZG1syIKNUpYGAObN4mIkvQN86sI8Fgasozu3/+BBqkFwDw+gfj8as/7s1Y2R6Px8696Pf7GbSIKKaUg5lFVdsBtDvXicjNqvof6ZZNQ5tevIjxf/k+YPbCb3ltTPwDkuD1erF06dJ+XfCtZ2RWfkYGOCICXAQzEalIskwPgPUAGMzy3Kt/eh5XjTwCAAhpATa1Zq5WVlpaipkzZ4YFr/LycoRCobDgRkQEJAhmIlIJYD+MrvaR3e0rAUQ2KXrMf9k1fxg4s+MJ+/ctb09B8J3M9fu57777sH///rDAxdoYEcWSqGZ2EsA2VV3lXCkitTAGTrdHHmA+Q8tMdzYasgLH/Kg5s6Ov40eG8jBaKioqMHr06LDu984ZpZ3/EhHF7Zpvdua4I8qmymiBzDymHe5nmqYcte+5x+08jP91dhJ2dWcmDyMA1NTU4NixYzh69CiAvkHR1vMzCwMZEVkSPjNLsXdiMIVjKEec/+Acqg5ttZeffClzeRgBI7FwZWWl/YwMMAIamxmJKJZUB00nyr1Yl2K5lANefmEzLjczmh2/eBl+9GJm8jBabrjhBvh8vqg1MavZkYjIKdVg1iYi20XkanNOMwCAiNSIyGYAnZm5PBqKPtT5Hfv3/+MvxblzmcnDCAATJkxAWVmZneHDqok5czIyFyMRRUopmJmTcz4K4BkYc5hdEJELMMabbWYGkPzl37sbs9/vAgBcUMFjrYcyWv7SpUvtmlesGhhrZkQUKeXJOVW1TVWrAUyDMTlntaqWcLB0fnuzrS8P4/PvVODgm5nNj7ho0SIARmcP51QvVgBjPkYiiiblYGZR1R5VbVfVA9Y6Ebku3XJp6AmdOY2r3v65vfyD7oKMll9aWoqGhgYcPmz0jAwEAvB6vSgvL7eDGAdLE1E0aaWzEpGaKKuLAawDwKbGPPPnX30H18B4XnVYJmLfCc1o+VdeeSUAYPTo0XZSYet5mZX5g02MRBRNSsFMRG4BsBVGdhCJsgvHmeUZvXgRJa/+H3v5SPWnsWZNGXbuvD1j56ipqQEA1NXVobOzE16vF93d3fB6vayREVFcqTYz1qvqCFWdpqrVkT8ANmXyImnwvdbRjqkXjJbks1qAK5f9A959992MlV9aWoovfOEL8Pl8CAQC8Pl8dsZ8gM/KiCi+VIPZzgTb16VYLg1RZ373pP37nuImjC0ej/r6+oyVv3jxYuzYsSMsaAUCAXR3d7N5kYgSSrsDSAxsZswjJ956A3NOv2gvF3/8LgDAzp2JvtO4d80116CiogKvvfaavc7ZvMhgRkTxpDrT9DNmj8WTAHpU9R1rmzmI+n4AqzNziTTY9v7qX7HAzMP42igfZlz9UQDAxz72sYyUP2HCBMyePRuTJ0+21/n9frsnIxFRIql2ALkAR8cPEXF2axMAme3mRoPmwvnzqDywxV5+d85nMn6OhoYGFBYWYs+ePfB4PJgxY0ZYL0bWyogokVSbGbsAjDM7gYxQ1ZGOnxEwMoNQHtjz4haU4jgA4BTGYFbT32X8HFYNr7Cw0K6deb1e+P3+jJ+LiPJTqsHsjmjZ9B15GtkBJE+M2PWU/Xv3xE+hcPQl9rI1RUs6fD6f/fuCBQvsDiChUAg+n4+5GInIlVSfmXVFrhORsQDmiYgHRjPjgch9KLccfn0P5vQas0dfVMGU6z8Xtj0YDKZ9jgULFmDy5MkoKSmxEwsDsCfjZJZ8InIj7d6MIjJGRCoAjIMxiLoH7PyRF460Pmb//vIl12JixYyw7RUVFWmfo6GhATNnzsSJEyfCei/6/X7WyIjItVQ7gIyFkQGkEcAp9HUG8QDYBTYz5ryz772Lq9561l4eUZ+5TB+WSy+9FIDRpFhbWxsWvKxB00REbqRaM7sPwDqzs0ezqhabPyPMbSczdoU0KPb86jsYg/cAAG9IKWZ97KZ++zi70qdi4cKFaGhogNfrRVeX0XJtZchnL0YiSkaqwazD8dxsnHODqrYnW5iIrBWRFSLSLCLNSR67MdnzUXx68SKK/9KXh/GNqZ/GiJEj++23Z8+etM4zadIke6qXkpISFBUV2Z0+LKydEZEbqQYz5ziyXSJyc8T2KrcFich6GAOvt6lqC4CpIrIiiWNdn4vc2dv5a1Rf2A8A6NUP4cpl/xB1v2PHjqV1nqVLl9rd760OH9YcZokm6CQicko1mImIVIrIZgBBAF8Skc86OoMk0wGkWVW3OZZbAaxxcQEMYlnyzo4n7N9fHteEsSWXR92vqakp5XOUl5dj5syZAICzZ8/a671eL0KhEBMLE1FSUgpmqvoMgDoYnT9OAFgFI4VVEEaPRldNfyJSF2X1SRgdSxJphBH4KINOHT+Kq4N9U9GNWxS9Vgak1wR444034siRI+jq6kJJSYm9npNwElEqUu6ar6rPqOqdqvqOOdt0NYysICNV1e3EnMXo31kkCADmeLWoRKQRwJZY2yl13c/9KwrkPABg76jpmFYbO//irl27Uj5PcXExCgsL7Q4ggBEcOXcZEaUio1nzVfW0iNzsyASSiCfKOiu4Fcc7TlWDyVwbJXbh/HlMOfDv9vLpWX8fd/9Ux5lVV1dj0aJF9vL27dtRVFTUL4ix8wcRuZXxKWBU9T9gNDu6EUT/oGUtR+3eLyIrIp6xxWT2juwQkY7jx4+7vKTha89vtmGivg0ACOJSzF763+Lu72weTMa0adNQVlaGyZMno6ioCAsXLgTQ97zMws4fRORWUsHM7NyRSSfRv3bmAYBoNS+z00e/9bGoaouqzlPVeePHj0/5IocL2enIw1i6PCwPYzQvvOC2NTncxz/+cZw4ccLutRgKhfDaa6/Z6atYIyOiZLnKACIiNQBeADBWRABghar+xLH9Zhhd5KcCmAegA8BT/UsKp6qdIhKMWF0MoC3GIXUAih1j0ZoAVJnLbara4+b1UH9Hel7B7LMdgBh5GCdf/98THnPdddclfZ6FCxfi3Llz9rI1bxnQ16zIGhkRJSthMDNTV20D8DCMvIvXAHhKRLpgDJhuR1/tKghgi6rG7gLXX0tE02ETHL0hzdpYnTkOLax50QysVeb4NErD4ecfR5k5Ld2eonpcXXVlwmNSCTo+nw+f/OQn4fV6sW/fPkybNs1ebwUzZv8gomS5qZndB6BJVa0s+M+ISCuM/ItBAHMd25KmquusDCAwanf7I4JWI4CVMAKqzayNrYRRM1sLoIWdQlLTGzoD37Gf9q2ov8PVcamMBbvqqqv6Zfjw+Xz9MuYTESXDTTCTyGClqm0i8oiqzsvERajqhjjbWgD0q3nFWk/Je3n7v+EanAEAvCmXY9bHIhO6RJds0Kmursa0adNw4sQJHDlyxJ6/zNm8yFoZEaXCTQcQjbGeORHzhOeVvjyM/qpbMXKUu8kUTpw4kdR5amtr0dvbi9GjR2PJkiX2uDIArJURUVrS6Zofs7OFiCTfM4AGxd7O32D6+b0AgPf1Q5jxCfePOw8ePJjUuSZMmIDKykqcPXvWzo5vNVU6fyciSpabYOaJsT5WjQ1wkVuRhobTv3XkYfQswbjxV7g+NplB09XV1Vi2bBmOHj2KkpISO/+iFcSctTQiomS5aU9aIyJRB0GbvQmj8aR6QTRwgoFjmH2qzZ5adWycPIzRjB492vW+9fX1CAaDmDt3Lo4cOYKysjKUl5cD6JvDjIgoVW6CWQ+A9XA/4WYJgHtTviIaMK/+8nEskA8AAPtGTcP0uo9n5TwFBQUYNWoUCgsL7S745eXl6O7ujprGiogoWW6C2TZV3ZRMoZyeZej74Nz7qOr5ob18amb8PIzRnDp1ytV+1dXVuPbaa7Fs2TJ7kLTVrFhUVGTXytiTkYhSlfCZmarel2yhqRxDA+vl1u/jchi9EQPw4Opln026jKuvvjqp/Z977jn7+ZjV2SOyaz4RUSrc9cGmvHNpV19le1/5aiwoTD6QuM2huHjx4rAUVl6v187DSESUCQxmw1B3Rzt857sBAOd0FKbf8PmUynETzMrLy1FbW4vS0lLMnj07bH13d7c9fxmbGIkoHRmfAoaGvvd+8237993jrkfJ5ZNSKsdNMCsrK0NhYSEKCwvDsuQDRj7GyEHTRESpYDAbZo4dfh1Xv/Mbe7lkyf+XcllHjx5NuE9dXR16e3vR29uLI0eO9BsszYHSRJQJbGYcZg788lsolYsAgFcKrsbM2demXNb8+fPjbh8zZgxOnjyJ2trasHnKrO74fr/fHmtGRJQO1syGkdCZ07jq6DP28gf1d6ZV3k9/+tO42ydNmoTS0lIcOHAA+/btw4kTJ+D1etHV1QXAeG7GiTiJKBMYzIaRPb9swVi8BwB4Q0oxe3HUxC6uJUpnNWPGDDQ0NNjPzEaPHo1QKIQZM2awOz4RZRSD2TBx8cIFlHZ/115+Y/rfuc6OH8u4ceNibvN6vaioqEBpaSkOHTqE0aNH90sszFoZEWUKg9kw8eff/gRTLr4BAHhXR2PWDXelXWa8DiBFRUUoLi7Gzp07cd1119lNilbWj1AoxGBGRBnDYDZc/FdfdvxXSpfj0jGxa1VueTyemNsuvfRSnDt3DjfffLM971ldXV3YvGVsYiSiTGEwGwYOvboLc3o7AAAXVFD+iS9mpNx4WfPLysoAAHv27LGflVlZP/i8jIgyjcFsGHhr+9ft31++tAETK30ZKffs2bNR148YMQKlpaVYtGgRCgsLw7rfO+ctYzMjEWUKg1meO/7mQdSc2m4vj170hayfc9GiRZg4cSIKCwvR29trBzBnUmGANTMiyhwGszz3+rOPokAuAABe/dBV8F3TlLGyS0pKoq4/deoULr30UvT29sLj8dgBzMrDSESUaQxmeeyd4AnMerNvkPT71/z3jJYfq5nwsssuw4IFC3Ds2DFMnjw5LJEwezESUTYwmOWxvzz7LVwmxnOtQyMmYc51qzNafrRmwkmTJuH6669HMBjEwoUL7aZFPicjomxibsY8de79XlTt/769/NbMOzBl5MiMniNaYKqtrQUAFBYW4vDhw5gxY4adh9HKyUhElGmsmeWp3b/chAk4CcCcSfqG5oyf48CBA2HLVVVVuOqqq8Im4vT7/QCMPIzM+kFE2cJglocuXriACXs22sv7qv4OH05hJulE6uvrUVhYaC+PGTMGZ86cwfz58+HxeMKel3V3G5OBsgcjEWUDg1keevnXW1Fx8TAA4IyOxlU3pj5nWTyhUAi9vb0AjJ6KtbW1YWPKIifiJCLKFj4zy0MFf+ybSfrPpZ/CteOy85wqFAph5cqVOHjwIHw+HyZMmICZM2ciGAxi8eLFdi3M6slIRJQtDGZ5prujHVd98GcAwAc6EpU33pu1c/l8PsyZMwc+nw9TpkzB+++/D4/HgyuuuMLugs/0VUQ0EBjM8kzvC4/av+/2NKF+0tSsnq+2thavvPIKli9fHtbZw+/34+zZswiFQmGTcDKgEVE28JlZHtn/8v9FTegPAICLKpjwibVZPV9RURGmTp2KkpISbNmyxe52/9JLLwEAGhoawgZMM5ARUbYwmOWR09sftn/ffdlCTLlybtbP+corr+Ddd9/FlClTsG/fPgDGGLNo48nYLZ+IsoXBLE8cfLUDde/91l4eu/TLWT9nKBRCZWUl6uvr0dXVhWPHjqGoqAi1tbV2T0arRhYIBFgzI6KsGRLBTETWisgKEWkWkYSje83914rIVhHJbltajgj88iH7991FCzB19rUDcl6fz4fRo0ejtrYWp0+fRlFRkf3szKqJsTcjEWXboHcAEZH1AHaq6jZrWURWWMtR9t+oqmscy7tEBKq6YYAuecg5vO8l1L7zAiDGclHj/QNy3qKiInR3d+Po0aOYPXs2PB5Pvwk4rf2IiLJpKNTMmiMCVyuANdF2FBEPgGDE6o2x9h8ujv3iYYwUBQC8XDgP0+sWDch5rRrX1KlTsW/fPpSUlODs2bNhTYx8TkZEA2FQg5mI1EVZfRJAY4xDigGsFZGqiPWRy8PGmwe6UeuYfLNg8boBv4YjR47Yk3BOnjwZfr8/LBcjAxoRZdtg18yKATMbbp8gYNfCwqhqD4C55r+WJgBtWbq+Ie/ws1/DKLkIAHil4Gr45l8/YOcOhULYuXMnCgsL4fF47I4eAJgln4gGlKjq4J1cZAWA9ao61bHOA+AUgKkRQSva8R4AB9A/wFnbmwFYHUpmAHgtM1dOJi+M/6vRABTAORjPYS8A+ADGl6WL5jZyzwsgMNgXkYd4X7NjoO/rFFUdH7lysDuABGHUzpys5cgaWzRbASyJFfRUtQVAS8pXR3GJSIeqzhvs68g3vK/ZwfuaHUPlvg52M+NJAJ6IdR4AUNVgvAPNXpDrVLUzGxdGRES5Y1CDmRmIghGri5HgGZjZPNlqBbIYHUmIiGiYGOyaGQC0mMHJ0gSjuz0AQESqnNtFpBFGwOsQEY/Zs3H1gF0tObEJNzt4X7OD9zU7hsR9HdQOIPZFGFk8emB0sQ+az7qsbc0AVqpqk6NzSKRtqrpyQC6WiIiGnCERzIiIiNIx2L0ZiYYts/m8XlX7jXR3tFYUA3bPXCKKgcGMksYP2vSYz33rYDwfjjY+Mql8pRTOkXy8HsZ93BBlO9+/STAf8TTD6LA3FQAiv4QN9n1lMyMlJdoHrXOZ3DPvnceZONtcf0pVxzmWG2EMQ2ka6GvMNdESkQPYbAU0vn9TIyLrncHLvK8brYA1FO7rUOjNSLnFdWJoSl4K+UrJ5DIROd+/qVkRMT1XD4yWBcug31cGM3KNH7QDIql8pRQmbiJyvn/T0hTRbFgFYCcwdO4rgxklgx+02eeJss6655Gp38jBRSJyvn9T5LynVvByPIscEveVHUAoGZ4o65wftMEBu5L8FUR6+UqHNWd6O/ODtBHAXHOVJ8ohfP+6ZN7PVQBWArjDsckTZfcBv6+smVEyguAHbbalnK+U+olMRB4E378pU9WgqraYHZE2OZ6hBTEE7iuDGSWDH7RZlmq+UgoXIxE5378pitJcuBF9aQeHxH1lMCPX+EE7YOLmK6X4YiUi5/s3NebQkFOxnn8NlfvKYEbJ4gdtmkSkzhxgugLAKhFZ6+wRZo7nqRKRFeZ++zkOyh0Xicj5/k1eB4ANEbWsJgDO9+Sg31cOmqakxUsMTTRY3CYi5/s3eeaXrUa4ywAyKPeVwYyIiHIemxmJiCjnMZgREVHOYzAjIqKcx2BGREQ5j8GMiIhyHoMZERHlPAYzIhoWRKTV/FmbeO/MnG8gzpMqcwbz1qF+nW4xaz4RDRdB5+DpbDGzkFRhiM+TZg16FpGtg30tmcBgNkSYiVFXwPgjaEF4rrMqGFOQb4hyqHV8I4wUMifMYz2IMQo/yrm2qmpbxPZmGAlE10dMjd4IoA7GvFGdUcqNdVy01+Yx17XGe20R51gLoC3y3AleXzBil4dVNRixXyeAlRFzYVnlrYCRgb0Tjqnikzy3B3Feq4hshHFvq2CkCdrsTGEV8f8LmP+3IrJWVTeYaZv2m9fYgb73QDOMHHmdjmtoNF9rvxRZSdzfpN8HEfvUAbjfXLTu+U5V3WZuK1bVtoj7Eu3votF8XeNSSWpr3jfr/2xDZFaLVFh/S+Z9iHbOuPcvYt9GGLM2J3zvDXuqyp8h8gPjA2B/jG1bYXwQRtu2HsDaKOsbzeM8Mc51KsG11MVYvxHArhjHrYhzXNTzAVgbq7wY92Gjy3vZ73wwPgD3O68RRgqkuGXCCPjJ/D8m/VrjXPMKGEEh8nVstK4Lxgdjv9cAQAE0RjlPv/dLCvc36feB4x60AqiK8pqazW2NEeeK915tjXUut/+H5n1a4fb/2OX7IN41W1+Q1icoY4V5bQlfXxrX6fq9PZR/+MxsaIk3988dABrNb2o281telUb5tq/GN8TNANpTuJYe9H1jjmQlwm2Osi0Y47iYr8289rZEzR3mt+h1MD7cEol6PjVqXhsRfk/uANAcY/p3mK/zjmjbkjm3eX5XrzXCeo2oMZivw1lGMYwvNQlpjG/3Sd5fIIX3gfl+bVLVJo2oBZvLbUi+eW4d0piF2/H/PtDZ8zcizr02c00GB+pich2DWY7QviYU+wPX/PBZizgftGo2JcX4wEnnWtYBWJ+padHND+tG8zXF4jE/8DojMnQnqweAlVHdukdtADZF7mi9Ps3gvEwuX6tT1A9q88uKFTg9kcEhgWCUdUnd32TfB2bQWAtgTZwye2A0J7qmRjOd23sZTSOAnnj/xyLSbHaYiPWT9PMx7WuOjHVsozqa/yk+BrMcEePb43oYzzeCCQ7fDJff2t0yv92fzHC5HS7L24zwaT2SVQ/YH5yWNQDqogT95lg1mTS5fa0A4n7gWbWzZAKZdf5YXN/fJN8H9wPodBF0E9ZazWl0nAEsnQ/9pkTHqzHD8ro4P6mefwuArHdKGQ4YzHKA+Ue7FcAaDX9Y3AjjwXAinXDURDJoJYzmuUyV2wpHzdNJROocr70FxrOEpJlBoRkRHyDmB+wGOGoZ5heIbH0zjvlao3gYQKtZO/A4N1gfohqnE0E0kfuneX/dvg8a4eJ+mq8pXrC1ynIek2wwjyzLur8rRGTjQHXfR4ymRvNeRv0/NQP5LhE5Zc7ZtsL8WR+tRm3uv958fTGb03MdezMOPcWOb+EeGM0nTTCmgI/sfeZBX++2eKw/9Cok/w0+JlXtFJFtMALt3AwUGYSL5iI1eiJ2ikjCWpPjXlbBqH11wOhB1u8+qOo6s2a23ty3MdqzyAwJwmXTmBq9FQFzqnoR6YHR43Fjmh/isc7n+v6a+7t9H3jg7v0arVnX4+gdaM2tlfaEpY4P9iZVtZo/t4mIikhLKs3Ljrm/rGtujVVzM+9dj4isiPj7rovy9+48ZiWMjkyNjv22mePGirWvJ3EjjM+OJsf1rRCRYDbeO4OJNbOh56Sqtpk/21R1g/lGrI/RaaDERZmZrpE53QGjeS6dZ1ip2AgXzTOOe9miqnPR12U9FqszyEYk+ewmm8z3gaBvht8VAPZn8Vu2q/vrkO33QdDRpNcEoxadCY0A4Ahk9nNSpNipRFU7rf8vl02QGxHnOWKMc/SY/0YGvHUwvvB4HGVHDjfYBPetAjmDNbMcYdYa9ouIs2dbEO4ClbVPtr7Fr4PxB5LuN2UPoveAWwEjmK+O2LdRRDxJfnveCGAXgHHRNqoxzqkHxodnMuUmy4MU/j/MD8Y2AOvMgLsV5sy/qcrE/XX5PgjC3ZcvNzY7F0SkKsWaRhP6f2mZB+P/f6BqLttgNm+b97EO7h4f9GPW2gBgnvk+rorSBL0k2WbpXMCaWW7ZhvD29Ta4C2ZT0f+PM94wACB+7SWM2RR3MtYg0STUI/ofsfNbufWzxtx3VTInMO+BJ0ENIgiXzWFpiPVa+4lV+zLvQVUGepRm5P66eB+46nYvIlWJapxm7cf5fk4124Y1KNlpJQawm77VgxR99zrVwGzpgfG5EPWzIR8DGcBglos8jt/XwWjaSdRk0Iz+TQ1WRohYqpKsmayB0e063S7SG50rzA/qWIF3M5JsnnHIZtOrG/1eazTm64/Xs7AT6Y2x8iCz9zfe++BhGO/XRPe+biA+cOOML1uFiJrfAHA2NQbTLMt6Np5Xz8QSYTDLLWG9wZw98GIdYPbK6ol8kO8YT5SR8WeO5q+UamfmdXZEeb7QGOeDbRvcfThGCiLNprl0xHmtscSrRSY7vixSRu9vvPeBeZ4NSBzEUwnOqXRA6je+zAxwHs3C+MwEtqDvmWOinpwxmdcfNJ8T9wAIRhvWkYWezYOOwWxoiflHbH4AWj3ybObzs07z+UnkMStgPBNYEqPYlTCevYS9sc1molidH6bGadZag9i1vUSvrQnROxzUxzrO/GPtQfTaQ7wPxC0wnotY548MFh6k92wn1dcak9m12hO5DvG/yFj7e2Ltg9Tvb0rvA/P9amWvj3zfecTINZlUxxvzvR9M5hhTtPFl82A2/5qBbEsK5bpR5Xz9ZkBtA7A6mRaRKO/d9QhPorASEe8Rds2nrBJHgtqIP04PjCAWBFAZ7Y1udg5pNMuwEg1PhZHnsSlyf8dxPSIyF8bDZzjO+XC085jlr4XRMaBfLy2zvGhJdK3X5ony2ophJJhtijimEcYfYZ2I7I/2AWeWWwVgrdV13bwG5/msXIPOGu0aMcYSWd+6t5jl1cH4IK6C0aPR4+zl5kYqrzXKcZHXvA7GB9395uu0ymuN1n3b/JBcg74ea+tFpAmOhNIZuL9Jvw8c2zeISBv63nc9MN+3kUMhpC/RcOT9hHltdYjyJc+laCnAtgBYaQaJuFlBUiV9iZhXi8jDjv/DyCb2RvS9rk0iEi3RcKe5nwfGF5P1Ee/1NhFZZ55zp7m6J9+65QOAqJFokogor4nIVh2AKWAGioioOVwj3XLy4r6wmZGIiHIegxkREeU8BjMiohwiRq7FrebvW/OxZ2Iq+MyMiIYFEbEGR7ue2TyfmZ1CrK78Of/MjMGMiIhyHpsZiYgo5zGYERFRzmMwIyKinMdgRkREOY/BjIiIch6DGRER5bz/H+4tNJNxOGmwAAAAAElFTkSuQmCC\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "def theory_ff(bound_dist, radius):\n", - " d = bound_dist\n", - " r = radius\n", - " sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", - " \n", - " return sphere_cap_vol\n", - "\n", - "d = np.arange(0., 16., 0.1)\n", - "r = np.ones_like(d) * 8 # Mpc/h\n", - "sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", - "\n", - "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", - "pl.plot(8. - d, sphere_cap_vol)\n", - "pl.plot(8. - d, theory_ff(d, 8))\n", - "\n", - "\n", - "pl.xlabel('BOUNDARY DISTANCE [$h^{-1}$Mpc]')\n", - "pl.ylabel(r'Random $N_8 \\ / \\ \\langle N_8 \\rangle$')\n", - "\n", - "pl.axhline(1.00, c='k', lw=0.5)\n", - "pl.axvline(8.00, c='k', lw=0.5)\n", - "\n", - "pl.ylim(0.2, 1.2)" - ] - }, - { - "cell_type": "code", - "execution_count": 32, - "id": "e07a3382", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:09.569661Z", - "iopub.status.busy": "2022-03-01T12:59:09.565772Z", - "iopub.status.idle": "2022-03-01T12:59:14.421304Z", - "shell.execute_reply": "2022-03-01T12:59:14.422253Z" - }, - "papermill": { - "duration": 4.9841, - "end_time": "2022-03-01T12:59:14.422555", - "exception": false, - "start_time": "2022-03-01T12:59:09.438455", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/cosma/home/durham/dc-moor2/DESI/poisson.py:21: RuntimeWarning: invalid value encountered in sqrt\n", - " a = np.sqrt(2 * h * radius - h * h)\n" - ] - }, - { - "data": { - "text/plain": [ - "(0.2, 1.2)" - ] - }, - "execution_count": 32, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "d = np.arange(0., 16., 0.1)\n", - "r = np.ones_like(d) * 8 # Mpc/h\n", - "sphere_cap_vol = 1. - (3. * 8. - d) * d**2 / 4. / 8**3. # [V sphere]\n", - "\n", - "#isin = ~rand['IS_BOUNDARY'].astype(bool)\n", - "\n", - "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", - "pl.plot(radius - d, sphere_cap_vol)\n", - "pl.plot(radius - d, fillfactor_expectation(d, nbar, radius))\n", - "\n", - "\n", - "pl.xlabel('BOUNDARY DISTANCE [$h^{-1}$Mpc]')\n", - "pl.ylabel(r'Random $N_8 \\ / \\ \\langle N_8 \\rangle$')\n", - "\n", - "pl.axhline(1.00, c='k', lw=0.5)\n", - "pl.axvline(8.00, c='k', lw=0.5)\n", - "\n", - "pl.ylim(0.2, 1.2)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "59b6bf40", - "metadata": { - "papermill": { - "duration": 0.067969, - "end_time": "2022-03-01T12:59:14.592476", - "exception": false, - "start_time": "2022-03-01T12:59:14.524507", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 33, - "id": "1dff800c", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:14.712024Z", - "iopub.status.busy": "2022-03-01T12:59:14.711590Z", - "iopub.status.idle": "2022-03-01T12:59:15.949377Z", - "shell.execute_reply": "2022-03-01T12:59:15.948316Z" - }, - "papermill": { - "duration": 1.302073, - "end_time": "2022-03-01T12:59:15.949633", - "exception": false, - "start_time": "2022-03-01T12:59:14.647560", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "# rand_density. TODO: source from somewhere else.\n", - "n_bar = 2.\n", - "radius = 8.\n", - "\n", - "# number of gals expected == Nrand = var\n", - "var = n_bar * (4./3.) * np.pi * radius**3\n", - "\n", - "# actual gals\n", - "exp = np.mean(rand['FILLFACTOR'] * var)\n", - "\n", - "sig_ff = np.sqrt(var / exp**2)\n", - "s2n = np.sqrt(var)" - ] - }, - { - "cell_type": "code", - "execution_count": 34, - "id": "f05e086e", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:16.140335Z", - "iopub.status.busy": "2022-03-01T12:59:16.139830Z", - "iopub.status.idle": "2022-03-01T12:59:20.020333Z", - "shell.execute_reply": "2022-03-01T12:59:20.021202Z" - }, - "papermill": { - "duration": 3.959149, - "end_time": "2022-03-01T12:59:20.021541", - "exception": false, - "start_time": "2022-03-01T12:59:16.062392", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "(-0.5, 0.5)" - ] - }, - "execution_count": 34, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "rand['FF_THEORY'] = theory_ff(8 - rand['BOUND_DIST'], 8)\n", - "\n", - "pl.scatter(rand['BOUND_DIST'], rand['FILLFACTOR'] - rand['FF_THEORY'], marker='.', lw=0.0, s=1, alpha=0.1, c='k')\n", - "pl.axhline(0, ls='--', lw=0.5, color='r')\n", - "#pl.axhline(3* -sig_ff, ls='--', color='cyan')\n", - "#pl.axhline(3*sig_ff, ls='--', color='cyan')\n", - "pl.xlabel(r'BOUNDDIST')\n", - "pl.ylabel(r'$ff_{THEORY} - ff$')\n", - "pl.xlim(0, 8)\n", - "pl.ylim(-0.5, 0.5)" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "id": "b85e057a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:20.280356Z", - "iopub.status.busy": "2022-03-01T12:59:20.276799Z", - "iopub.status.idle": "2022-03-01T12:59:22.114366Z", - "shell.execute_reply": "2022-03-01T12:59:22.113640Z" - }, - "papermill": { - "duration": 1.991675, - "end_time": "2022-03-01T12:59:22.114548", - "exception": false, - "start_time": "2022-03-01T12:59:20.122873", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'BOUND_DIST [$h^{-1}$Mpc]')" - ] - }, - "execution_count": 35, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(rand['BOUND_DIST'], bins=50, histtype='step')\n", - "pl.xlabel('BOUND_DIST [$h^{-1}$Mpc]')" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "id": "2717e59f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:22.315619Z", - "iopub.status.busy": "2022-03-01T12:59:22.314979Z", - "iopub.status.idle": "2022-03-01T12:59:22.548124Z", - "shell.execute_reply": "2022-03-01T12:59:22.548971Z" - }, - "papermill": { - "duration": 0.346126, - "end_time": "2022-03-01T12:59:22.549247", - "exception": false, - "start_time": "2022-03-01T12:59:22.203121", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "OrderedDict([('EXTNAME', 'TilingCat'),\n", - " ('TCOMM1', 'GAMA ID'),\n", - " ('TUCD1', 'meta.id;meta.main'),\n", - " ('TCOMM2', 'SDSS objid'),\n", - " ('TUCD2', 'meta.id'),\n", - " ('TCOMM3', 'J2000 coordinate'),\n", - " ('TUCD3', 'pos.eq.ra'),\n", - " ('TCOMM4', 'J2000 coordinate'),\n", - " ('TUCD4', 'pos.eq.dec'),\n", - " ('TCOMM5', '3-arcsec fiber magnitude'),\n", - " ('TUCD5', 'phot.mag;em.opt.R'),\n", - " ('TCOMM6', 'Extinction-corrected SDSS DR7 Petrosian mag'),\n", - " ('TUCD6', 'phot.mag;em.opt.R'),\n", - " ('TCOMM7', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD7', 'phot.mag;em.opt.U'),\n", - " ('TCOMM8', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD8', 'phot.mag;em.opt.B'),\n", - " ('TCOMM9', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD9', 'phot.mag;em.opt.R'),\n", - " ('TCOMM10', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD10', 'phot.mag;em.opt.I'),\n", - " ('TCOMM11', 'Extinction-corrected SDSS DR7 mag'),\n", - " ('TUCD11', 'phot.mag;em.opt.I'),\n", - " ('TCOMM12', 'Survey code for redshift source, see notes'),\n", - " ('TUCD12', 'meta.code;meta.dataset'),\n", - " ('TCOMM13', 'Spectroscopic redshift, -1 for none attempted'),\n", - " ('TUCD13', 'src.redshift'),\n", - " ('TCOMM14', 'Quality of redshift'),\n", - " ('TUCD14', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM15', 'Tests of NQ=2 redshifts, see notes'),\n", - " ('TUCD15', 'meta.code.qual;src.redshift'),\n", - " ('TCOMM16', 'ID of spectrum from SpecAll table'),\n", - " ('TUCD16', 'meta.id.cross;spect'),\n", - " ('TCOMM17', 'Redshift uncertainty, c delta ln(1+z), see notes'),\n", - " ('TUCD17', 'src.redshift;stat.error'),\n", - " ('TCOMM18', 'Number of GAMA spectra within 1 arcsec'),\n", - " ('TUCD18', 'meta.number;spect'),\n", - " ('TCOMM19', 'SDSS Petro half-light surface brightness'),\n", - " ('TUCD19', 'phot.mag.sb;em.opt.R'),\n", - " ('TCOMM20', 'r_psf - r_model star-galaxy separation parameter'),\n", - " ('TUCD20', 'src.class.starGalaxy'),\n", - " ('TCOMM21', 'J - K - f_locus star-galaxy separation parameter'),\n", - " ('TUCD21', 'src.class.starGalaxy'),\n", - " ('TCOMM22', 'Extinction-corrected r-defined auto AB mag'),\n", - " ('TUCD22', 'phot.mag;em.IR.K'),\n", - " ('TCOMM23', 'Flux from FIRST-SDSS matching by John Ching'),\n", - " ('TUCD23', 'phot.flux.density;em.radio'),\n", - " ('TCOMM24', '1 for match to H-ATLAS SDSS possible ID'),\n", - " ('TUCD24', 'meta.code'),\n", - " ('TCOMM25', '1-deg strip, 2 for GAMA I regions'),\n", - " ('TUCD25', 'meta.code'),\n", - " ('TCOMM26', 'Bitwise target criteria, see notes'),\n", - " ('TUCD26', 'meta.code'),\n", - " ('TCOMM27', 'Useful for selecting samples, see notes'),\n", - " ('TUCD27', 'meta.code.class'),\n", - " ('TCOMM28', 'Useful for selecting samples, see notes'),\n", - " ('TUCD28', 'meta.code.class'),\n", - " ('TCOMM29', 'Priorities for targeting, see notes'),\n", - " ('TUCD29', 'meta.code.class'),\n", - " ('TCOMM30', 'Number of survey_class>=3 targets within 40 arcsec'),\n", - " ('TUCD30', 'meta.code.class'),\n", - " ('TCOMM31', 'CATAID of object in TilingCatv11, see notes'),\n", - " ('TUCD31', 'meta.code.cross'),\n", - " ('TCOMM32', 'Mask value 0.0 to 1.0 around V<10 stars'),\n", - " ('TUCD32', 'meta.code'),\n", - " ('TCOMM33', 'Mask value 0.0 to 1.0 around V<12 stars'),\n", - " ('TUCD33', 'meta.code'),\n", - " ('TCOMM34', 'Visual classification, see notes'),\n", - " ('TUCD34', 'mata.code.qual'),\n", - " ('TCOMM35', 'Initials of classifiers, xxx for none'),\n", - " ('TUCD35', 'meta.id'),\n", - " ('DATE-HDU', '2015-09-04T13:22:37'),\n", - " ('STILVERS', '3.0-8'),\n", - " ('STILCLAS', 'uk.ac.starlink.votable.FitsPlusTableWriter'),\n", - " ('DMU', 'EqInputCat'),\n", - " ('NAME', 'TilingCat'),\n", - " ('VERSION', 'v46'),\n", - " ('DATE', '2015-05-22'),\n", - " ('CONTACT', 'Ivan Baldry '),\n", - " ('AREA', 180.0),\n", - " ('GOLD_NGAL', 113687),\n", - " ('DDP1_ZMIN', 0.0390699990093708),\n", - " ('DDP1_ZMAX', 0.2629899978637695),\n", - " ('DDP1_VZ', 7594754.153764196),\n", - " ('DDP1ZLIMS_NGAL', 113687),\n", - " ('DDP1_NGAL', 45293),\n", - " ('DDP1_DENS', 0.005963721679858641),\n", - " ('DDP2_ZMIN', 0.03914999961853027),\n", - " ('DDP2_ZMAX', 0.1937000006437302),\n", - " ('DDP2_VZ', 3156659.558717707),\n", - " ('DDP2ZLIMS_NGAL', 73942),\n", - " ('DDP2_NGAL', 33396),\n", - " ('DDP2_DENS', 0.01057953807776663),\n", - " ('DDP3_ZMIN', 0.03903000056743622),\n", - " ('DDP3_ZMAX', 0.1015800014138222),\n", - " ('DDP3_VZ', 457819.2340050841),\n", - " ('DDP3ZLIMS_NGAL', 18121),\n", - " ('DDP3_NGAL', 8842),\n", - " ('DDP3_DENS', 0.01931329953669401),\n", - " ('TMR_DDP1', '[-21.8, -20.1]'),\n", - " ('TMR_DDP2', '[-20.6, -19.3]'),\n", - " ('TMR_DDP3', '[-19.6, -17.8]'),\n", - " ('RPATH_0',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G9_0.fits'),\n", - " ('RPATH_1',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G12_0.fits'),\n", - " ('RPATH_2',\n", - " '/cosma/home/durham/dc-moor2/data/GAMA4/randoms/randoms_bd_G15_0.fits'),\n", - " ('VOL8', 2144.660584850632),\n", - " ('comments',\n", - " ['Science targets and information for tiling and spectroscopic',\n", - " 'observation.'])])" - ] - }, - "execution_count": 36, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='ddp_n8', dryrun=dryrun, survey=survey, version=version)\n", - "gold = Table.read(fpath)\n", - "#gold = Table.read(os.environ['HOME'] + '/data/{}/gama_gold_ddp_n8.fits'.format(version))\n", - "gold.meta" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "id": "a72735e6", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:22.732624Z", - "iopub.status.busy": "2022-03-01T12:59:22.732107Z", - "iopub.status.idle": "2022-03-01T12:59:31.536756Z", - "shell.execute_reply": "2022-03-01T12:59:31.537687Z" - }, - "papermill": { - "duration": 8.885371, - "end_time": "2022-03-01T12:59:31.537997", - "exception": false, - "start_time": "2022-03-01T12:59:22.652626", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "ddp_zmin = gold.meta['DDP1_ZMIN']\n", - "ddp_zmax = gold.meta['DDP1_ZMAX']\n", - "\n", - "isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", - "\n", - "fills = rand['FILLFACTOR'].data[isin]\n", - "pos_slice = pos[isin]\n", - "\n", - "fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", - "pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", - " \n", - "plt.scatter(pos_slice[:,0],\\\n", - " pos_slice[:,1],\\\n", - " c=fills,\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " vmin=0.,\\\n", - " vmax=1.,\\\n", - " cmap='hot')\n", - "\n", - "pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", - "pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", - "\n", - "pl.colorbar(label='FILLFACTOR')\n", - " \n", - "plt.title('{}'.format(field))\n", - "plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "id": "75c59970", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:31.769756Z", - "iopub.status.busy": "2022-03-01T12:59:31.769172Z", - "iopub.status.idle": "2022-03-01T12:59:48.005455Z", - "shell.execute_reply": "2022-03-01T12:59:48.006238Z" - }, - "papermill": { - "duration": 16.358168, - "end_time": "2022-03-01T12:59:48.006495", - "exception": false, - "start_time": "2022-03-01T12:59:31.648327", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for idx in np.arange(1, 4, 1):\n", - " ddp_zmin = gold.meta['DDP{}_ZMIN'.format(idx)]\n", - " ddp_zmax = gold.meta['DDP{}_ZMAX'.format(idx)]\n", - "\n", - " isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", - "\n", - " fills = rand['DDP{}_DELTA8'.format(idx)].data[isin]\n", - " pos_slice = pos[isin]\n", - "\n", - " fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", - " pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", - " \n", - " plt.scatter(pos_slice[:,0],\\\n", - " pos_slice[:,1],\\\n", - " c=fills,\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " vmin=0.,\\\n", - " vmax=1.,\\\n", - " cmap='hot')\n", - " \n", - " pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", - " pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", - "\n", - " pl.xlim(100., 800.)\n", - " pl.ylim(-100., 100.)\n", - " \n", - " pl.colorbar(label='DDP{} $\\delta_8$'.format(idx))\n", - " \n", - " plt.title('{}: DDP{}'.format(field, idx))\n", - " plt.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 39, - "id": "7218e9c5", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:48.200789Z", - "iopub.status.busy": "2022-03-01T12:59:48.199437Z", - "iopub.status.idle": "2022-03-01T12:59:48.204437Z", - "shell.execute_reply": "2022-03-01T12:59:48.204776Z" - }, - "papermill": { - "duration": 0.091632, - "end_time": "2022-03-01T12:59:48.204902", - "exception": false, - "start_time": "2022-03-01T12:59:48.113270", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "cmap = plt.cm.tab20c\n", - "\n", - "cmaplist = [cmap(i) for i in range(cmap.N)]\n", - "\n", - "cmap = mpl.colors.LinearSegmentedColormap.from_list('Custom cmap', cmaplist, cmap.N)\n", - "\n", - "bounds = np.linspace(0, 9, 10)\n", - "norm = mpl.colors.BoundaryNorm(bounds, cmap.N)" - ] - }, - { - "cell_type": "code", - "execution_count": 40, - "id": "9f87845d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:48.342066Z", - "iopub.status.busy": "2022-03-01T12:59:48.341070Z", - "iopub.status.idle": "2022-03-01T12:59:56.851806Z", - "shell.execute_reply": "2022-03-01T12:59:56.852583Z" - }, - "papermill": { - "duration": 8.586939, - "end_time": "2022-03-01T12:59:56.852854", - "exception": false, - "start_time": "2022-03-01T12:59:48.265915", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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dAIBcQsFxIk6r0/SXGgwUMhh5F6VSpTe+h6HuHEO5BC+PlfiLvYAKVZqGYKCvMDa+lzOnH0fX4cSJZxiZ2sNyq8m9H/SFjb1BHPRisdgN8+QTT/FHj51muneWckJwfuSjaFaGRM6A7vYxZ9ds7prsoxd3kbUvkFg7z7I6TqqUwlS3a2VhFDAbdTlWd3F9+abXkUB3q8K+ZJUgfQ+H77mDxPf+DxrWIIXiIM95Y2R8m5bIYWgCXQU/hE4/ImPBnVMpCpbklJek1VvkwKEjbLU8xsamcL0mpgeNfJbZrQVOOz4fCyX1+jpDQyWCICCTGcHuubidWzL/5k+UOOjFYrEPTM9ucPa//CpqB9a9BE6iyL1z36ae20W3FzI05dLq9Bnf2mA5cScApgaGaWG2V9nMz7A32eVJ0cOzNxFiEIFCqERoQD+h0/EirrY+9pZSYDZRYnckOF+T3FYaR9Ey2I7PdO8c1eJ90IfV5uuBSQKWIpjtZ/l89yTjI0fQoz52vUohp+KoCkJKJtUMK6FNNZ9CQaAV2vR6LVzHxnX7BMEWd3/0ZyhNGG8qV+yDFa+cHovF3jdhJPnmI+f53j//CnN/+iu8+Bt/ixPJIqvJGczQp2VHDO7djalKaq7gR+smg/kE2tgMh8dSAGQsBTcIMXp1PD+iqxUZsTsktASu79Hxusy1lrhP5NnXWmIsf+3clj4Ko4MJSmmDBhmsrXnM0OWUtpt6J3jT8XdOplB1lcVKk0q2xGpNsNEdJNQM9tobpL0+qcIYZ5U+m1GPCVKMmTn6VpPp3YcJQ+j1bArFMfLFArhxNpYbLa7pxWKx6+rZi8t8/U+fZ76lg6KTsSz+J8VjTlORA0OUO2dRzE+yOvNZOudf5g/ER1kfG+O/efl/YqMyTHFxgdTPfxVpJJhQu0wUBJal0Rk5QqK1xJYaMqOkqJKh6W3hyoCMnuExv0kifQzV6QHJqxdOqMyu9RgpWkS776X/fJW5ME9DJkHX33T4UsNj33CaZqvLxjPn2HPcY2o6w8OzgrGkj1W0SPW7rPo91oEDroav6/i+z8DAAMXSEH7gsnfvMUQkEPne+3rtY28vDnqxWOw98b0+7Yd/ncbGOt/V7+WPNxSiKMtdVoWXvTJ35h02szMQLXLn2Vn65WHqg2uE5aNkdh/AevpJJnePEHkux2pPo3zmbyMiByKFPcNpVoIMIxLcVoNASzFUa8KoxWZngYRVom4v0/LbmMDipS3WvTdPV3iVpipkkzqVukPCyKMe+hmacyv0xdWD5EBGw3FDVMOkNnCI1Q2FTuNl9pXH6Y1OMk7IybAJbI8OvRjZpPUSQeQjdMHY2D5URaXbaVIsFpHKm2uTsQ9WHPRisdi7NrcxzzPnz5FPLXG4bxM1GlQqbQ5qjxJN/TSPLHbY8E3uTjTY255leEZgJ3dTG1+jPzSMmtLJr53C3ljmpeTtDDg67sRRBloVxp75Fyze93foyBQngjJh2mJxw+G4fZJ964/TO3KItfoaav4oVX+LgpWnHXQZ8gUeKp4fwjWW7+n1fS6stRkvJfHCkM0oxQVt4prvM2XqXNrs0+j5/L/8Z+lMlBHZKRbdLW4PctT6Nfr+63PvMqk8d9gRz2YA0yaZTrG5uUq2WABCdPM6/yJuAkKIbwJf31lt4YaL+/Risdjbcrs1/ssz/5J/9uz/wjdf/j+5VFuinM3QVROUpIro1Ei1V2iQYasbsiujkS4UONR4gU9PBfiuTcsSaPd8nlbCYjDsMGTPc7GXZDLhMNw8y9ZWk7Rw8T7/tylvneH2x/8JH++9wFrLgShAa1eRvkvZazI1sIdAemiKSkI1UIXCHqXMt1u7QL32YJGNbkBSVzE0FcvQSOtvvbZdzw2YKlsM6R5maYh0+Sjrmw2a7n5sdw07krSj10eLqgge762Q1AW23kaaPW6//07GhqfADGi3vev2O7mJfBa4JISQV/x86UYUJq7pxWKxNwnCiH//9DxnKy02uz53DYTcXQwwrAyLvRV2lXdjWRaeG/E9u8M+V7Jw5y+xZk3QqEdYssHYUIl7gKVRkwqQiiKiwOaAXuAUIZ9afQxfGedf9wc4LOocGElgDO8jcDwKe3ajXvwhyfoSiSmVpxa6HM5lyR+/mz9VVtibMJhSMqzINr5rk4wihjo2BtHbvrfzGz3WWg5eENFx3zy94XLNrs/UgEY7MtitNVg3JXdOT1NoXKKcLIMqKUmFpWB7fsUEFhYp2h0fqTgMDCZRtvIoiRD0kAvdn4jKzgftIeCbQPOybV+WUj5wIwoTB71YLAbARm2Dr//Ry/xwRSNtqBzblaWQNqmtdhnVFhizXLTIYSY7jZ4AoUi6XZtBqZBKGEw/8U30I3+RM+rdHJ9MkE138OQAzdBmRQk5rCdZSepolsVUp4b46E9hekN8xVlHPXUa8/j91PsbCO88jr6fZK5MprHAHffnaPd8RK/BVqAw0GmzXPTxnArHksOEIqIQqGRpk/FrbIqxt3yfXgi1XviOr8vchs3ftF6AoUkSapfHNst8PIBU5JJEpS9UNKCIii+g7MKZ7nny2YNoVbASaTp2A91IkLPz7+2XdHN6Q9PmTg3vV25UYeLmzVjsFhX6Lusn/i3d53+D1ee+Q3v2T9mjt7kj0+UT6kWCMOKxs1USUY/umafJdLqsyj7zrUXW7Q0gpGDlOE+PxFCO+tHP4xsZdmUVyA/S2qxSvPQUa5HNx61h2krEhDBJRQF51aDXbTHlLTJvOZQ+fj8FZx3npe9TkUPU9QTy9k9CIk0oI8YKGoO1kygZQWV8GEtR+EhyiE23wWgQUA4FT3VGufQ2Ae/dWm/75BIarXqHk94A/Uf+jC+c+qesGxNIL0senaJikkahSYgSGYyoaaTwwTGp2x7V9RaeAb5QcLRbb2mhKwLeMWBOStm8UeWJa3qx2C3kqYurnDn/OLsih2J6i4a9RbEwwLTvoq0vMpG7l83NLVwEF1ZbhFLBMdKcTR/hZ8Uat5NhybLIG1l0XcNQdSr4YJhknQaPcIRdhocy+zTm+ecIf/o+NLVNL5EhZeg4VpbNoMvL9gp/dWAQeeYEt00fRLzyQ2p3fYzT5s+gBglYepx9UlId30voBYhWDfPIRzivdvCkpBt5dPHZLQ2ihfNU5+f5rvV/Y3s6uXi7y/COjeQt2q5PYuYAB4sRU9kOrwz8NKvJKdxn/w3R3bdjJlJ8RgzgKRIrUKiePsl9d05zMuWSHjHZclcoeIM06jXGB8rXrWzvp2JxmL/+S7/8jo79zd/8zbIQ4vnLNj3wFk2XX5ZSfvk9F/A9+NAGPSHEF4DdwHeAOvAl4DtXfOv4CjAHFAFuVBtzLPZ+CewWL/7ZrzErDrBk2wTmAKOaymTjRVr1PpOZJINGHh0XVVfYbXRINB/jFTvPfYdHeKaVxDA0ck4D0e0xXS7yrLPBnfoRfN8nZaQoYBEYJtP1x7jbCEkM3U5y5XnGVr/PvLKLvpZETxVJKCambjCV2kVeT6AvzVLff5hA02gev5spPclgps7Y1iKLmSHC1bNUpz7FRrPLRP0UDHtoqGRsj2w2TcXrsyBDErZJZ+ynaLdKwPWtSa03HT46k2d/7Sy3+QrevZ9mz7nzTD79Peq772VwZYnU1B50ARuhx7mNJEHm43w+XKUXtjD8IYaDIwR6l4tLPyI/dcd1Ld9PiKqU8vjbHSSE+Cxw6QMoz1v6MDdvFoGvs32R59muUl8e8L6+s+07O8Fuz06gjMVuWpGM+Hcv/gb/7In/gVM/+gZb/+EfsOZUWPd1+gWLVxoRTm2ZC9M/RdRLYeaGUIVAhD5Bq8FIuE6UKbKZGmdDK3HPzACVZp+1iXuZTe1iTnbJ6Sk0sT3q0Q08Gnj8ntpAGxjmWNnlI2KRg3sKMLybZKvFRHaEltuDRgG/C15PpRdEPJNL8ajoMOc2KCoWXhSS7vYQlknKE9T7HfaES1BbpVy0qBcFA6kRMgO7SEUKOTOPJkJEcYJZe5zZzfen6bC6MM+ecJnFoRIXUiHFosnw5BDh0jlObUkWwzwTXZWtfsC0H9KwA/qX1jiYyWGEDvX+KnbfJpXIEayW3pcy3iS+zHYl44b60Nb0dhSA4jXmh3xJSvnVyx4/CHyV7ZphLHbTWGws8DtnHqDO9uCMkjAZ1JJsqQqJmQMcf+ox1ge3ONscolQ7x/r4EOn0CAO33YbauoS7ZqMpCkvPfx//z/9Ditoq+bs+RRgovLLUIoygToriSw+R+NznuCAb9DwboSqEUcBgYpCy0+NHYyW09WXUKMehiQkKdpOLxRK6ZjFoDuH3faKtDPgGufEmrd46+80SIyqEQuH7wSa5UoluJMmunCEoT6EHdQ4FC8jpDEt06SkBg/2DNPQtdBf29kO6QRPCAd750JR3J5Gw8PbeQy9y+IG7ycUBk8+ZB6A5z8VolOTiIunpUZS5HGeWV3gp+RF2jZYZsCuYyUGUXpOMPsLhfVmUwHmfSnlT+AI3cADLqz7UQW+ns7R55fadztQr1dmeTxKL/URbrzY588D/wF2fOsYz/hqPGx5SVRFhiARKqLRDDwuL7DNPsHXPL3KhOUy06tDMzDDgXEKZ69HI5JlIZlHNBNHF02jjt7Oi5mnM/BwBGqu1Lks1lwg4s24zJ8vojWX6BZ2NXo3x9DiWnuBIKcuZ+lkWigEdI8BI+YxGffQDRxCKQ97MErRMqOUBAaZL5CpkrVH2yBCDLgt+h4LQaUqfNRGQTpoYbprHM59hn3iWrYSOjY/hwIBmMpTJc6k+S9O02O+ts1l3gMz7cr2HUoJqVKMeqRQ0E03T6Tk+airH2uTH+MHpC/ycb7O86VNN7eNSRyOz/DKNlCQczdDO+pQQGHoKxXtzqrNbgRAiv/Pf5g0sBvAhD3o7Q2PrbDd15qWU39jZVdzZfrnmznPyN3JkUSx2Nc8s/ZAT6y/RbxVobo1x1vpZ/q2ySlI3cMLtOWIpwAVCAgpSY7eWxJqYZuvUKXpKikBEBKGJmiuQSW4StRps5kzGz76IX1khraV5sVZgaO0ZOoU7KaeHaGVDKu3t1Fkvpe7gfrPGpKKwYVcYMcYwExpbTo3p3ARVxaCpRLQil8ejNkcCD9cw0VyJsZVnezlWFVxQuhl0P2Au3SQvJI8rDqnA5T5KoAq8gwWc9TX04CXKiYAXtU1CkWKao6xe3MCa0PGNBEdEn/lWm0pyBLx3n+Irl1Bp9a9dR0xqMJVyeTFrUw8jXEVyAIWFYpaiuonbqHGWMaIe9JIqK83tcy0oo8zIVep+gGUJIhyajs+o577rMn6IzPHm++4H7sPcp/cQ8LtX9Nm9mgEgf5XjX/1lvCFxnxDiS0KI54UQz29tbb1/pY3FLrOyUefEf/rfeeaJX+Xck7/GS/WXUAwdXxMczbb5h4Ov0AsNdLFdc0ihMEiCMSxGlAQSwWLQg2SWifECpUySRj/FnoyC7Y9ypj1GSIHsY9+nd/Jpoq11nFaLjBYx1LpElB9GNzS8cHvythH1aXdtMpUNVkIPQzFxAp/AFiTcPGqnzHhhGkXL0gVmjCzu+Vd4IaiiaSpoARDh+9vL9gg0As1D7TWomUmqQQddqDzIFqfCJvleiC0HSCTGWFh4jj1GiT3J3fQ6PUJcvJ7PiD7GCaeHlT6E0q6+du0sBYx3cGfTVYikZHvE59WVszrHs5ukNioMqBY6sBD2OdlZpp2d5OVuBl0VnG/wWsBLGTBqBVjNBE23SUZP0lfaNPw6vW7zx/g03PyklE0p5Z6fhArFh7amd5V+vAfZHtjyANu1uiuz0r76+A3fRHYC5gMAx48ff+v0DbHYjykIIn7v7LdpvVDhT2sHkWHEP2o+jRi+k/OWwlyvwcFIJ7RtegvnEOMT9NUErwQtAAoYbOGQQ2Mp7HNMLzJDEn0wyXqwi5cWDXwF1i6dYmh6lKVOn3BkhHKYYbjrUBs7xMboR0j1q6wVDzHoVzntFyDaznCSyea4mLwfP7I5KkzWCLBFi4SuYUUJZNfEDmpM5sZY3triQb/KJ6OQHpJW08XsRahmH4UEoKCFOhW1w0RYBuEzYOQZ9iM+rw0RCEmvsUiy3cNsnEFJ5lhTIJIeldWLGJqOV7HRwgR6OQuyS88skPQldgDO2ydlQQBJQ6FcO002N0GNNI7vgy/RpEegm5QySQYyBkL22CwP0JR9IiClCvRkjrbQCIVEE5LLl4btebDWcBgsdjmYGGEeF81LkpMDnFcev94fndi79KGs6Qkh8ju53fKXbW6yPYUBtgNb/oqn5eG1fsBY7H23sL7Gw0+e4HuPnOGhH52GrkV+0EOGHgO6A2bEc/Y6J8I6EZK+onBPQUGZGGPGW2CweZG/oI0whE4HlxFMQiQzSoqMkiRaXsDfXKZx8RwjuoMELqZnOLNukwrm0TbOsXL8l/DSg/T1It9rDRGaWQZTKht9SVIT1Pvb3/NqXY+eG9EfOoglBYPCooBAUzQUFSSCpEgTCRUDnYSAuX17yIoEBTNP326zsnielr2OJEIxQ9JqmiFCkph4gccl2We+vUYijGgJFf38s6T6LqmDd9NDIeOPYooES2cXcP02MtdmJegwlLXZrdTwLmulfLsb22TSR9YreMkyg7LNvYU++3MqB60ax+UFfnrQ5mczK9yTqOD0LyEUlezOc3tIWopHyzK5LzhD/8pW1aDP9xsDvLCpUA0csgIUL4mmaQwOXW04QeyD9KGt6QFfvSKA7QZOAEgpTwghmlccX2S7STQWe1+EvsMjr/whnchjM6qRD/YyoIwh8QjxSWYVloM+n978LuHADGZ+nGQuRxsXkFTw8EWHg5ZFy/ZIpnPkhOAoaR6jgQd4wMWoQ7bWw09ZaFtV9p16FGvqH2KoCZzQZCiloqaPMOtojJ8+zfzM5wlQKPf7uJ0muTPfI7zjDpbrLllDoe1tV5267S5uo8FhqXK6UEBaSSQ+BAaqHsJWAS+3ibdT72npKiNqAqcHumFh6llCP0SIAJmykS2LnuHSCxxakY0L9NIF2rVVhm0PZ+oe7PIoXTNBoMJGsIwe5Ulnc6zMriOTGv6kT2/lLMNdg2yiRMvZDtK5tEG9e43kzjKiKwz0yKHsdsiP7mUmHzL/yiZ37R9hTNfZs/UiRCYkpllnGEPxWb9sfOhAJ6SdSxCdq7/5LqpaqIpCafAOcu4ai6pO0RJkZIEgeH8G28TeuQ9lTe8atbUv8sbhsg9cMS/vc2wnRY3Froswiti8+BJ//MTX+e7T/5SVC7+HrvTwtQ4pK40hTBTLR7ciEkWJFmUYNzJU9t2PkAE5Z4Eh8fpaNBERCQykpmLOnyPq9dAUnRkty6fUMgaCMhoCBXNtBTl/EWl3UApl1gOTj6x/j8+K88w7WZxWFysMmQ+KfFcepuZCM7L4fGED9/ZP8dm13yOyG3S919sKW9JkYLTEc9EmW61lIiI8VyFK2ETtBFHXIqUlGE8OkRYalpqgpWlYQRZh2FgpnfLQIGqhi9tTQalhuylOt5cRgIJCGY1+OkuUL6DnS+RVjZwMMbUEUxyg22zjORJTTTGcmWRvfozygdu5Q12j22kxkFZIJZRrBzyAIEStLXO3/RLpdJJqrcfZhSZHih67tAa3yTkOjEqKa4+gECH8LhUcLl/zfD2VYmlzg1wxg6ZckQFGCBKdGjl7lZSqMlMcJ5GwkGrAlli/Ph+u2I/tw1zTe2An40oT2AN8U0r52hw8KeVXhRBfuSxzy6XL98diP47lSpW/9OuvAFBOqfzqzGmCvEtVSBq9ddJ6ClvV0OyIUIJM2uAnQQ9pBJvIZJppvca42cLYd5QLso1uZsBt4wCtrWUGW2sojS28jSXMYhkhI3JCxxYBVelj+GD3Q5b9NqnxY/ye9lfQG/DD9EdRohTpfIJzdpKtrss+t8l4PsXTzhQ/M2ZzOn2Io0MdvMkh/sHSKX61ex+VznYNRwDP1xKMZop4Zpau0yOlqXh9hXRCEipNAhmSNXJs2hvoCA7nd9EO5sgnx2hUAqSQhLbJpj5HwesTCAXX0MhEJu3QpRUFfDI1iC86LIWLBPUtziWS5Acm0SKdam2VTDpPpdFEtzTO1tcJlT7DioOhSSpdF3ibaQEiRA88IjODPjjOkOcyXX2Z0q5JMsNl9P5J5hGIQ4eptJ8lmc4xqkR0kPR3VnEweh0a/UH+sDZMoL+5q3914DZ63jlyuk6ls0U+HMdQdIbycU3vRvvQBr2d2t433uaYt9wfi70d13d5au0JHl75Hn9locMfN+4FxgHwHAfD7/FJrcC/keu4CEwvZE9+H1G7AMkemmogh238TYMOHdJ+ixEVirke7fI0tWAN6bbJ6mnafpcwl+VcoDK5az/W5AwAfSF5NNhCEQrTi+soPjSaCwxnysydvkTu0Ce5uOaRttJYhmCl7gICAoVZdYL9WsQ063zrQoG/eMxHo07bGiKhaUR9G9iubRaSKiXFY8O1aAV9JqxdKKpKzwMZhahY5K0suqKx6eSZ0IoIIhTPJPQUctYQKAHaUJuwb5M2UtAz2F9psFoy2EWaUSOFL6Cva9Syk7QyDlg2dt8jrwcYRoKR0QF6vRqrF1co3pNi3m4wVSgxuN5Bz+Zo2G/9O9M1g+T4XmxrkvFExHMVn91DUyws1fhi6gfYIwVW+jWSSYP+wlnqI7ejCpWEEHiRSwaVLT1FaUTjc2un+A73v+k1cs0FmMrysrdAVh+jF9okTAuzf0tnZPmJ8KFs3ozF3k8//OEP+Rf/8rf47d/5Pk8tP03d3eITySn0zH7Khde/yRezKZ6PdqHMncNApeH3SFgp6v0669ZpgkDB6SiEfRVyPTJ+mS4R9ZlRyqUyTwYNJGBhoUkVBYXd9Q6DmkPUa4NpoQCekEyKJMVQYbDtEABRNou+2aVQHKcT6qQNg8GsxVbnstEemkI+bPGDWgonM8bPDzY4svYoKa/JlNHhgFjmE4nV1w4vZzROrrrsS2SYjOBCbQ7b9Qk7CVzVoSNbVPtNqv0GE+lx6rgEMqDptxFSghqCVBA6pNQEYeDhd/ske20mPJU71BwTWLSlx9nNi7TmfkDJ8VCjiFB3qK930VSJqloMDQ0zUNjDaLSPgpKk2F+jODSEF759sumEqZBKW8yE64yLBp/ao2I2lvkLEz2So3tohj7ndI+lQorRuz7BPcYAYyJLL/JwAAULTQk4qsGfqFcfmLKW3IUMJcVIoe/3SeomwgjRsrfeKgs/aeKgF4u9jeXldb7+jV/l7//9f8B3v/s9KpUKzUaFfHaQWq+OE7q8bK8w0FpkURl6/YlCoGg6Hd/HQkVDoPc72NKm5/rUog0cJ0TRPbzIwzM7JK00Y3Id3WmwFm1XWSYzI9w+cIg7SwexnQ5zWZPMJ36WsNuhIX0e9yusSJuiX+al4l9hSEsyO7WfaPwAqbAL7Q3ySY2tlv3GGWlCo2YNYxkmj/q7yJ99iHLlNJmhATImmJkMx0ohGUNgAI1uQFZzCawMSleiRB5BJCmMC3pun5bfRkGQNpKoqoqCQKBSNPKIjA+RgHKLTXuDheY8mflLuJVNJupt7jUGGNAsLsges06D5Msn8N0ZfLPIAaXEkJjA0HVUUwPpcOnSeTLpIqrpU0BDrc+TWz9JFL71rCJVEdy1u8SxcsBBZYvzK2285Tnc/XfzUCXCCLs8J9v0UfGMJEN6jhW7yYSRJE8CC5ARtNf3sHjaZcZfuurrSEArjdCJAjb6mxhpiZp0iTSPKHoHcypi75sPbfNmLPbj8oOQx0/8CCdsoOglqpd8TLOI45zjueeeIQgCLKuMbqmkjSLfrz7HPWRwvBboEsH2Ta9h+4RSEuw6wD2aSj+o4egWJSsDYZd0mMEY6BAGFsLTqdtdhnWDvHR4OZ2kENr09Bzj2VESqomPz9rMIRS/z4oSEOoKZhRioNJyPM4GVTr2BhvZcfTmSRKHfoFX2jlePOvjqhGda4zt2Gq73D6ZYePTf5/7xio0NYCAlGlQWDjNfmOA5708hZTFfHIPg7UVRG2R0l3HsSIbxza2J7IHgIzYsLdI6EkGE2UsTSdKBtC0UAo2kWvSUFuIXpNK5hC9RBE3PE9FCxmXsK8bsFCt0rr9c2wl7sZoP87ApQYruQy7sndh6Vlct4uiKKyuzTI0pdKRIeahO8m1JtE6CgRvEVQiyfFolvz6PKmsyUdaFzFGU2xULjIVPMmi+EvYmsX+3BiEIYgEOTNJ3e8RIClLnaC1xR1eRFEP+H7qDq6V9POFtR779+n49HBlF99TCKVEyni6740U1/RiMeDcWo3/+N2H+Ow/fYSf+Wd/xqVuA1sJCKwqw4MjKIqgXB6l0eiytrYGqOiKRhQo5I0s44pJT6boeuK12pSqCDa1QSInxXzYo4GLogj8foeClSfSPAQaIdBq+ViajrR8apGClTQJdJM7Bg6StdKoioofhoylR2irgj/y13mCBg8764xInZK0sLSQsaJPxXYJJ+7llCwxGxYoBttJo9/KWs3GdNvUTj/DKb/DuaDHrNvAy0WMiwamrrC5sUHUqvPDXpbu5B0Iu4/r9xFGyIp6Di3vkDASjKaHQUq6Xg839MiaKdT8drNemGlS6a7yl61JHj6dYGz1LAd238F+T5ASGs+f/RFev8dst0u90+BfVY6iD+9HyO0a0ubGIrOz8xSK4yQTWSwjQSI3RGLvQfaPplEVSFvqNd/nvnSfWrPL8Ok/xhUWaQPOzKtcwkK95xdZVD0QktnGPE3b5uUwwu1JNCONJXRM26HZUpDaFBfcPJly4ZqvNdGdJdGso6gKG3YVXdHo+336zi2ddPqGi4Ne7JbUcTz+5SPn+Rc/PM//+t0z/GihSdf2yasOZqJBoIQMvPiHEGqghezde5xstkSv1yadLnP7XfdDsoOW86h6DawgpJMcIaW+/rW/70f8YCmiHyoc0/KMYNCz66y7bTrdVQxNsFrfpGbX6STWUSyPQq/PvNrBSSXxiTBVC1VRAQ1N6CTMDFkzzxo+NU1S0yIStkuYiLAEbDKCMLqo0QRBFFCqz7KqlXGcgLR57f6u8VKCXt+lnUyw6Dfodxqs91ssZ0B1VrnLO88hq46WMjma8aj6KdpewLrXJi0EH0kOEikhle4WkZQoXo/NfpWklmJ7NKVAzbsESp90q0kjGKGbmySbT2KffYWw06bltFD3H6czv4anHMSIHPbVz/Jv1i0SZpJ+z0ZRTfp9l/m5MzTqFSxVp+n1OeV3uO2pf87fMV4goco3LSObTWw3an1yXOVj698lt3mBZGeVZHuTo94F/vykzdLaCnYYcqS8n/vyH0dIlc1enQU3IOGbTFhFrLZBMZmnpQzxcuE4G81r9dFJHg2mCMt5hpQUTuCy0a9it0OiKO7Xu5HioBe7ZXz1W89z7GuPcOxrj/Df/F8vUO/7KKqCG0qqHY9Hl2HAjPi5iQGWtwJyR++n5toouT66Lsnmynzyp36B2++4H8tSQKh0+30MBG67ydPBFA/PvZ6Qqu9L8imd6vIqWdfDVA0GjSxELjPZEQLFBctDMyCXSKNogjkdyuZeEtUOAYKm2wYgigSZ9iSGppM3MoymBglQ2SQglykzTIq0U+Sw16Zo7eKYlcZrOFRbfTqtFsmoR/8tEjI7dp/c2kvUVNibHKabSdMbHiFotSge/ShyeJrTjOGaddbbcxBEDLV8gp7LmcpZVkRA0G8z21rAVHSy6JSSBRKaiQIoZogQcLE5D70S317Mk1h4kXqliqyuEFYrpDo9ynqC3r6PMdu2uLTRZnHgACIapNetki4kEKhICcXiEPnCEHgqqArfjzbI7ppC67f5ZLaOdcWdLZ9Q+amDRZz8CNLukEia7DNqmJk0lSDNY680mUJgpIoUzQJaYECgIzTIplIUNJ/c6bPcs7zMsZV5jsolDDOB8K/eZqyEHh+xqmyEHnU87LDPUGIQnRS6kXrPn+XYj+8t+/SEEN/j+i0FIQAppfzF63S+WOwtPTtf5e/9+1euuk8FXlpssFLzX+uS+dSERSpscnHDRSkV6LzyCiMf3UWQq6NU05TLY3ieTzqdBxSQkDAMPCSZZJbWi/NI7nzD68xv9ngouZc77UXqaZcD1gDT0qCn6lgiRI1UbNlFCknf75Pt1OjbcDChMWbkyJip7STNnRRIidkYwgnWmTDSjBQGqbZW+EFU5UA4gK9ssajlqaoG9bkqrabJRW0Pas5nwF1HOjY1vQTizc1/xVyK4vA+mtkqBA57kkO4qSGcnsGGN0+QHuLeQYWNhs9wpszZZZtTGYPbrBEOuFukTZ9Tdh0/cDm5/jJRqHJ77jCqpkIIUV9DsRz2F3azpJ0lsl26o4eoJ01oP0fn6R9g3v5xsqVpqpeaNIp7afRH8aw8Y+EF0mGIb/ZxvDaKoqJpBoODk8hoi6HUAMudJR7fPcDRM+tMd2v09Nv4rjvz2vvbO5yiHLUZqVfI7T9I9r7jBJ0GaibLhNvFH9W5OGphKRFDaGgZyYy/j47XwxOLKJ5Gv6Px/N7Pce+L/5k/9TzGZ5IU5p/mMf3om65nxmswaa2hOwpP0aOkF3DCPlnLpd5vMGYm3vSc2Afj7QayiOsZpIQQ379e54rFrhSEIb/1xBy9MKTSdHnwVO2ax57feGMT008dKNBeuoQ/MITdq/GxksLJwU+R8E6Qcwtk9YhcrgyApmmIRAu12GWluwlA+PTL5LtDkHpj0Ot44OYyRPUtRlN5VnoVVNXECjM4UUBaT5M3iix11hhW01iKgW112UgnUIkIOgZBTuJXE3T7dYQeMKjvo9WtkypmOS8XSUQQ+RFR4iDKxhmGtL10nYjZlmTZtRnKKnipARqeuz04Q3tz0HPPPcPS0BaFcoqRRIGq32afXmS5tcEz3i46jRUaro9VcDnt6owIn4Y9w0q9TpCew2glGNdNyopJ1XOYUAqsdTbJWTl0XcFIBwSB5MXV5xgOLeqhRlm02XXxe3R9G1JFNs8tUP8LP8/+w0ucWmtTLpgsr65zcWwvx9ST6EJnet8u6pU2iwtnWVk+y67sNOV8kbSew01m2ThS4FjfYf70EhfS01zqbt/izqz2+HPiDCOtF8By8bFQUlmiKIk6XKLY6dE1DUpWCQgRUqXjdKk5HUatkJX2OgsTh7jYznKbmefUwH3Y1S4LydvBf3OHqW+YLKSnOJCoY0qHUIZ4YcBgwsJ4i1UdPqx28iB/ie3lhYrA81LKEzeiLG/XvHm9C3VD3mTsw+vfPXbxtSbLv/lvnueZxSY9N2St8e4GCzxxocE5J8vsSgtbZGi2LdRalY/3VRY7yyjlNrrpoets546MBEpC0gs7pACKQ/yRevdVzy2cLnPnVvmka9JHklZ0ZmybRBSgC0HL67DcWWerswLVdTaDDqXKBikrTb3ToFWx2VhbJuoqGLpPo7WEt97H9wUj6SlqSkTV8El3QqzBAsXuKhuOYCkqAJJeo05W6XK0GKBrVx/Rsl6+jYEgYq9IsBT0yFmDnI66zFkwqvXIFTMMH+lSVYdw/TTposfx3XOMFvosyiJ96XFB9rjbURmKYEgPWO1XaLptXM8lCHwW28tMVVs8vjhAH4stpcAfZT/HWmYva+m99EpTtCsVfmOuyLJdYiVIMa21+HhqiYZ0CGwN1/Fpt2qMje0lkgokXVRF57bBgyQSOdYqF1js1zlSdAmtJCrb8/IsJaDQXuHFfV9AGxwkqFUQqs6IrBEaOtmJFEZzmabXxg99ZASmqVFI98mhY586QVJNsmvrPCeUvQjfpt0LiKKrB7BU6PDJfMRadQEXaDgNfL+Lrwjc8P1a4/0n007Ae1hK+Y3Lsl798o0qz1vW9KSU//it9gshdgF3Sil//4ptUkq58G7PF4u9na2Owy/9H09Su0pXyrn1Hirw4kLnXZ/XUEFVDELVYLkTcvFkn59tPk3qQIfo0DQy46MUHaKaCgpoxT6qCiER99kJni/cQ7uah6vElB91hvnZmXvwUwlyoceQYrLqNZkmz7K3xoWgS4jHHWGWsz2DSa1NdWQGLwroyi5rL61gr3T59Kf/PI2qT8GcIMx4uHWHgYlBOso8uXaVj86+xHRxhG8bnyK1Ngva7Vg4fCJdYUXuxpIBKVXSvMo91wlCOkc+iR5e5KCRw5chgZJiMrufb7eTbGpd+muDIAJK2QYLjQyLKx7JIY1p0yHbr1IZGeSRpMtkPcG5hIelW7ScNik9SS+wkZ6Lmi4yZLhU201qIsGn906hvPQo88f/K6Ru0UiPUwrWKbsdlpYqHD2QZ0yuUdVTqKbPQG4Xp6rPow4ZhKGPUCHwIatnqLa3mNl3DNmoYqxc4OfGanyzniGlKyA01KExDroXcJPDZJglUhU6C3OkBw3MMI07XeSc3WZ3dgpvI4Ue6ijRPlrJ00y3WijtSzB9J6svPM+y79ERyhtWdrhcW03zfNtncniUCBdHS5ByAtaiLXYnu+/683mT+zqX5TWWUj4ghPjdG1WYH3sgixDiDuAY8Bs7/wdASjkPFC7fFou9F7/1o/PcvVOb++lfvXrAe9WP+x2650PbjdiyI3RDZ1x3cXJ7aKg5XM/B1Vv0/A5BogO5NooVEEYBqlTBi1j2k4zmjaue2wPmGSGzMMchNYP0HQ6qWZ5zKxxyJXeGGv/tosfEQpPNKM+DqxkGFZNm5JJMmKQLOe7+yH14ToCpu2QNk069iuP0qPebWIkCo4UhNENlrLVOfaPNC9EEYwWLQrnIeXWSi22dOdugE25/z1UFmJe1ckoULFXlhfknWVXB13SWums0ZJPJsEGqlSGXjVBUgRtJhvNlUuNpsqaCqUeUxvbQJcIFoqSOUdvEdh1SegJNGth2GzNwcdVB+qm96G6X8azAdR0WrQlKy89hNlYxKrMYfpfO/Dk6uTFSSZ2x+kuMp4fQ0j7Z3BAf/9RfpNNuUC6PIB2B7KsIISimS2ihIJkqER6+k0TU5mCyTRSFJNSAFWuCxK59dIw8y0EWe3kFZfEcNbXMuq1RUk2kCltOHWH5RFpApG4yYGfoHjiOMDPUlTyPZT5OLVTo+1f9dQNw/6DP7b1LnIl6LODR9puc6a9wZ2gQaW+TG/TD50tcsYLNjVzC7b2M3jwupfw9KWVRSvnS5TuklC/y+tp1sdi7sljt8Ll/+shrzZa/9ugqIaCrb59i6npo9gM2yULkU6+5/GXKrFQv0jTWaMoqYb5GIPo4voPZq9P2DuDbfYbT1/5zepFpXmnn0Ps2A8JiNXT4aW2IwvoGcm03X6v9FH/sHqGgmuySgpV+Hz8IyTQmsQIVKTQMI6RYLLK1tU674dOqOGR6I6S1ETQU1EQaf32ZfHuejlFkteFAa4M2OW7L9zlcCEhrKpq63a3nXvYNIQgDznglfA4QLp1hI7TRXIdKs82lwh76usK4SDCoqhQsmG0HBB1BMTxDvmRxMnKYyUwzpiRI5LOUpIZQYLNfZ9PZ4lJnjVZtBbXZx9uo0ClMcLYWcVEbo7b/0ywf/qs0R49yYcuhZxYYGR/hbylPEM6fJCwN8kr1EmFPRyghlprlruOfJ5FKgWshjZDI1xBegueDPnOZJFYhjSN0dgXrZA2F3cM5rNBhrRHgdTsYjTV8x8VNZXGL4wyoNitel6pdQ8qIUOvTi+poWkDdFpwvjvNKz+Doi/+OPZMF3irxi/B65BIKr5j7OVxpUEDBRpJWLB7vzrOw+vx1/LT+ZBNCvBoHdgshviCE+NLOQgA3TJyRJXbDuX7Af/etE7yyZlNOKmy2A/pXqbKZuoL/AfWHuH5EKpnA7vqMKwa+VyWrZ/AMh55XwpNNAiJ2k6TEJrWWh7HxGM9mPg/izTW+V1Y7ZPw0/2CPzzNOjelEiZSiUp4+gHtJoWEO0uo3WLcTlLOShTBiNwM0tQapbAolcvD9CMPQyOdTzM1dQNgpdG+AmrfMVuRz5/7baD/5EK2D+6C3/bpTWZ0pfYnH7RGGIwc7UIiApAlJU6fR266u6DLiqVPraHfPYNUe48CLzxEO7uYFZYiP+fOc9MZZW1vCLQ/Q6heZNiUJ0hwYvgen9TyDI3tQFYXQSLPk1LhjcJyLUYOW26bltQjCPoPdLi8JmwkzzVpzha41wlOXOlB7ko39n+MLk23moxx+w2fLSXJnLsPmWpXe0SKqqqMIBcuwUHIGOaGg6wA2uDokfCLbIBWZuMs2dqHEgbk/ZLxvsX84QZcRko0LNObaoPZJZIZR1+c5l72d1ccewR/McueRcS4GKwjXoa3UCYKIULNIW/PcXlninJuiufs+VPHWX75GvQqFnstnD4+y6U+z37d5WndZiNqkEBxL5q/rZ/X9oCQ8UkdW3unhZSHE5ZH8ASnlAzv/f63y82p/3s7qNl+XUn71+pT23XkvNb2Zt9l/9V79WAxYOfUcf/C97/PwH/wOv/3EaV5a7mJpChudgIHC1Ydzd50PbgCAIqCvWOye/VMGDQ0Hn5pdZTo/wLCZYFyxcNubyNlFvEunOVDwuWvM4GPBuauer+nreAOT2FtbTPdDJtUUQiiA5PDcH6F5PR5ulfhY9iLjpo4tBVZkk0qrGG6JbCZPJpMmiiK63S6JRALHtQm1OooQrBLgry7h+wH5jIUqtuemuVJh0csy0F+hlygzlpXbSax1lZ79evtcreuj6ipb1QnWC8dZkRrLpX3YWokf1vLkZYSdTJIy+niBQgebg9EGc+FFVgplhBAMJ8uktCQjisk+Jc2wnsELfGpug4wMMD3BJy6u8JHwDIuU6XvgBPCD5L2s1j1OvjxLs9nE3loltDssBTk+0noMPVuiFjSREhA+hvFqwAPSDlEAYdfAdlyEVmR0OIEuG1h+k5GMwp4X/j0DzUuMDhe4pI2RjGxeVHeznt9Dsr1OP5AspvZQC2yaBFzqLFIPa4i0y4AeklreoKsXGGt00BIp1CvXz7tCLpshOTTA2ZpLq92iqr9+m/0ppUiqufXePpw/eapSyuOX/Txw2b76zr+XB8WHgBtW23svQe9bQojvCSFuv3yjEOLTQojngAffW9FiHya1rsN/9cCT/L+/8xL/+vGLPLnSI0imWB/ax+mqBwJqvQAngKXqjc9YoQrB0Mgwcuwg4eoik6TxpYfaqbPRbOGdfo6S51JWHBKVWTJhD/bcxq6PfIyha8w9bqcmqDlpdlsFqlGfp70tTgUdTAMOjaZokuI/VY+QyVt8ciDDeWGj1bOoioaqCoQQBIHP5OQkmUwap+/gt3WGEiV6ho43OMXmn/9HpDRBKEFVYS1K41fX2bQmWF6roSEopnTSlo53WROdrisk/C4/vFRlyXc4N3WIU1t9hndbbOZNhspzbC9g0OcXSz7HrAKmOYeuhUynhjhQ3IMdOJSSOdaly2ro4PpdWlEHBTjoGaSsDE/t/iTftfeC2L715A1ByfI4kG7zfXcvY1kLLT9MKzlK3wsxJw/SCHvk1ByqEUGpgyjsDFTSHLS0j571CbsqKcNgy6lhqwYve30ypoJnFYh0ndHz3yffvESZDhuJcTJhGztZRkwfopadJKd5uG6fu9UCrdAm8H0MLaLraWwlNNb8Lp6W4MJqm/Wm/ZZNZPv9i3xqxGPVXOac12DNa1FGw0RBthsos6euwyf0pjEHb+rDa8Jrozqvi3czhuTHbt6UUr4ohPgnwO/tjNh8VRP4BSnlIz/uuWM3Pykl/7//fIo/O7WFe9n24X5IKanx2KpFSeswkV4gjA7Rt31e//p+YynAUN7E1gT5fILe+AT3qCqzYYdMFLG0+CRdK4Hw++TzA3RGXRoDB2lvNYBFxhJZNnpv/tPyJejSR2TyvOxu8jQdkpFOYmwUXW7XukqpBEF9i6iQZSiaJgolrXqT6clpVFUlk8ng+z79fh9N1VBQ0UILJYI/7lzg2KVNKiO3kzFDRnImbTtgdHSAVcdASWiEusVIRqGUtZivOq/NGPPRaZDmvmKLjVWTuSiDRYbHLgZ0fYN1OUO+0MLuhsznM5RDiFJTVJUuU9kyuqqRN7OstCsMGCmWAp9DZHkubPFJSjTdGmPLPQ7aL/Cv3TtfG0WjGiqqn2C16/DFoXX+rDFCSe9xqa8xkAnpqoNUpE8hWWSr3abgjiJND5QQJd9HmBC60DVqaIHJqDFGEsFUucTLH+vzyVMX2PLbRK02zSBgPHeIlS2f3GSRjYk7Sa++QjU7Qam/xaUghU8PHUm339xetqm3TCqps69tMTc8wfONabaaLtfMbeP7XNTHWQtczqx4lCcLjKk6F3G5kzSHClPUu/PX+RP7k0tK2RRCNIUQu6WUczub86/ue7fn24k1X2U7p/tXgRLwfeA7QohfBL515RiTK72nNGRSyoeklDNsN3V+HpiRUpaklA+/l/PGbk5PXNzkp//5o/zsv3yCT//TH/KHp7ZIXJHvcavtc+LCKkF9DU/t4EUlxrI1uMrq0zdKBPTcgFwmAfvuoqAlyAiVEWlx0dkio5ts6CFDVpZUIDH7FZxIoIzv4yPaRbSgz9UGci7XXfzVOYJWjedpALBXSZNVfEbDFW4rC0b8dYYHDEJlk0BzyGYL6LqPEIIoihBCsLm5SRAEbG4usrRwHpQIN3JJqRpbu+7jvugcg3kTS1fZN5ahXpzheO9lDE2w0XFo9gJm17tvmCKtAuM5wXMVndaWYCIS9KXkiN7B72tkdIHtS9wwTW7VYWr1STLNZbpEOMH2nEghFBCCTd8mCj1K9Q73KnnSisrt0qQ+uI/1rqBhDr/2urVuQNkI6EYaixsdfN+hTopRb419gwZGexVT0bEUk4RMEqXahAkbN7OF2EltFkgPUzdw+waOtPHbq1ysnydaW8Ia2002aHBh9JOo/TZqeYRSJknStLhDWcZobyEyeVqhwYzv0KpuoocaraBDq7/BZK3FetDEaXic6peIhMaR8dy1b5wC/sfiszzVddDLHaTIM6NlySHYq6bQhYNMmNfjY3oz+RXgs5c9/kW2A9aP469KKf+elPL/vnOe3wW+IaX8ZSnlL1/xOlf1nnNvCiGywK6dn+n3er7YzcMNXL711L/iT37/3/K1r32D3/nhKVwfwiBgeihF2hJ03DcGsxDoeYLBwSKfHUqTLgyxtORRTP1k5SNs9AIas6exBgbAd4mAtK7zUb3Abdlh9qZ2s2e1hVdZIDlzB5/Ib3A8PU9Bcfn7o7P85dH2m85ZSioUJsepWCqpnUaWH4VbPD1WZmL9YY6MJSlVXiE7e4a5qIsuUvhuQLVWp9HYDpK2bTM+Po7jOJhmiky2CL0kGSNPlEoTBB5utcLSRpv1pstspYfjh1wavoeWK5koWghF4vlvrKuEwDMbko5vofYEF5oao6ogOTiBZiTZbUr2J03ubc3iBuuMNZdYHxpkl57GUi0ANu0qXa9HGIWs47GRznFU5mgsnsd2+jR6BnfUnn6tafNVC32LIIAnwt24SgqhqtzlXeTUxU200Um2oj7DqRKZAcC1UDwTJ3Sp9Rt4oY3tO9j9BoHaZFxLsZIuozVr6K0G7qUzkCuR8ar4vR7e5hpBcQhncA+V4mHWR49jZjb4mcOSP2xOofsRM75kUho0HRsnN8PxxU3k6nnKUZVcUuPkcutq0zEBGDF8nnVKqOISU3qGI36HjUSCfdYAu9U0KaGR4NqrQHwYSSm/AeR3BrB8BajtbPtxvKmaLKX89csett7uBO9p9KYQ4u/y+qTDObaHpTaAvyOl/IP3cu7YT6ZzSxd5YeE0ra0aQUpjt1JhyUzx5zs/YNM5Q3P679KwQ15e3J6AO5A12Wq/3sCpAAm3ym25Ij2rgOuuUh4dZWOuTv0nKP+5AmSUgODlJ9GP34+OQidwCIjQDI37HZsg6CH6DtqAxDa3V2MwZwbQogF2n50HeRvsjPTLqDC73uHJ0OET+y2aQYAK5NBJAOmhBJ85+03OHTlAf3qQOjZHEiX8rkl1a4tebxxVVUkmk3S7XXK5HFZijEymiGpF+B1o6RqfmEyzltxPbjHBUN5CSEkmoWF2N9FChdmKT9bU0XWdN82kjwDdxE6Nsaeoo6oam13QCFlsChqdAQ5O+tyn2hRslap0EK8GTwFFK0/OzFLpbzAaKYy3IzZSWXoyYERLQfMVXr7zvyaovPFl7SBkGJuulqbn+rihwvnkIXK7CjiJl+goAnpN3H6KlJdCaApW6BIkJBv97VRnA2GOam8TYeSxzp7Ej/qM9Dx8NUPdHKW8dJYfHvybWEsnGJ0YJ+Os0d+yuVtf4getUX4UGXx8pEWo3069uYyjVUnkcnj6DJvhBpXhAu7QIV5+sclb1RWEiMhMjlBJtWk4G2xYJncIlUbgIknTnj+Fkt91zed/WL2HIHelIoAQIsf2pPf/9cqXersT/NhBTwjxV4EvAnftzMt7dfsx4H8TQrTifr2bX2d1jofPPEFJ17jQdtG1JJYskggC/HQXnQmKZ7/PeEHj/MzPkegIRNqg7YT0PYkfvHHEparA+OQuctkIp30KrzfCWrfO1k/YEmPDWYXMwABMfIKGrrDRWMHMFMkJDcV1UStrBHMX6GUzVJ0a0/okLwQdVqXNn9MFH81WuTdSeLoi0YDD4SUOp1rU1BkW+k10HQ6SwUzkCFbm6fVsdhd0HKeFEyQJMmlkwkYxEjSbW7iux+rqKlNTU9i2Ta1WY2h4hDByiJAgFY5ag9iex2LLY6KUoNZ2CCJJw1bxmgpHx7Ns2JK0U8NPDeKHEY3L54Yo232qm7ZOPgH4Pc63TUKpoxkmhpA0V0NGlZOU7/k0h5UuW8ksiqKCAEPRudRcQiLIaiaDLRtPraGJJC+uvEIv+xl6uTG4IugNJ3z8KI/vOgx5W1S0KRqlPcjuRQKjQEE0CBVQlAg1E+GYdXSvjCuWeWXrHEU1xzF1LzISVFqQGr2fydaDKKfXqDiCTGGAS/s+R35snOXibtTOJZbMaQyRZmtoF/cV51hsSX6/5TAelDhZP8SBwTU+61Xos8wzhfupVRvsz2SQtK9Zy9NVgWmq1CRYnSF0rUJKV2n7fUakwUJzhSHL5AfhCv/1+/CZvUU8L4T474EvA1+VUv76zuMX2E6WMveWz+a9NW/eLaX8/OUBD0BKeUJK+Xngc+/h3LEbxPVD/pc/Osnf+OYTfP03f4MfnHiCA61ZZvUmJTOH6KUoJcp0WnWy/QFCdYz2zAyV4aPkOisc9i5BBJqqIoGmHXD5CG8/At000EVIoS846s2STgjGlXefOuz9FHouY+3zGG6flfYGVq5EWTEYUhOUjTTumRM0rGESapLerr1siIDzss0F+vy+v44/WGaiup1qdjQnSI5OcT53FKu7SbRSY1JYZBSLgoRCYZDqSBHVFBRrlzicGqTr20SRxO0HjIzMYBg6k5NTtFptPC/C7nvouk55lwmKRl6Hqt9kdfYsx+UlNqsdkpZKylSwHR/XSrLSDtEUhUbHoV5t0b4s4F3e4BZIyOXTrAcWhbSBENAlhYdJLlSQzQ5hs4EiBbpuoQkVXdVp+13SRoKAADeSuGNHkWqavV2P9MRxzueH+O2LOiDB98H3gJCmY9CLVDTXpZqeAt9jteFyngkWF5a5TSsxmCwjPZONxjLNNQ836pGSMKynOapnKHYlW40cOdthMwpYa7UIUxnc0eOsNSXzqd0kexsMphTaiUHuzrXJ5lKESoe8ZWNkbDJBgfTgGmlrDT/v87x7nN9aGubFus5LvTyPnateM+DB9uAtVU8ichr5XA9Sg/SRlBBsKgIlV6ShSrTwLVK5xN6SlPJFKeU/kVLOvNqsKaX8J2yv4vPw5Skxr+W9NG8+9zb7b520Aze5s2st/uZvvvCGFF7DOZ21VJpcyicfBsz0Ap5uLjJpHaDR7pLUizhJG18PuLOlkUg5WNUWh4MqtenbaDk+PVeQNBVG8haz673XbhivLLf5aOcC3b27EOcf44LdZ5/o0CmUWWl8sDcEwdXbQ0aiBqIwQGXhWZoH9pBFIBUI6xsoyRyzu36GaG0epVRiXOg857dYY7vsDSIalsYnB6pcDAW35xyyzia1lIrtTZLdM0CSU3iRz8utGretbJAuD+KnM5TqNdq+QxRtB7VQmERRxHPPPcfRo3eh6xYdu4NQVMYmpkA6uJFN5Jboqz2iYpKHKpPcHs7STt7BWCnPufUeZ5fbeBLKaUFNHcBku9Y9kDKodDyGcxqrrdf7+c6tOeiKghdGSAmqEjFh+aTrbYpZE/odZgtJDmLiRi66r2MqBh25PSv+diVHpnaRc7kUq3qSGhqB0+dANkU1TOP6Aqu+wER7nhcHP8VQ6yKr5jhBBIpusKuoozh1bh8w+J69jF7VyRkFVGHibkS0gh67fJfJvs9A2OXR7h4er4Qcz+eotNtsMUm2nGL42T8kqUvk7TOEjsPGM6dINhY5lfkcdwcneSE1SFPXCRoWIrtFrVpDinHm56aZ9ywWbYPI3s57t94M0FXwrzFdNIjgmLmKdAO2gosEmQQjJHHDgLSm0A1DgkKOrH3L5d58x4QQ/wg48W5bCd/N4Mn3sxOlefkDIcT0+/hasXchCjwe+r9+jb/2zSc49rVH+BtXBDyASssnbGqc2ixwYfBnqEiNAWMcqYZ05QIjM0MMGAN4aosBqZPqhziZQazWKrneFqtNnzCS2G7IhcsCHoCUCsk9M6TDBC39MHfJZcLSBJUPOODB1QOeAF7xSkipkh7bwwElzUbUJwAiI0Hn3En6IzP0ytNcYpBIVdEuz9KhGHw7WGfY2GK6dYYwWWByvIj0U0wf2MPvnhE0o4hzQZNEo8F8QiPYXKUeOPhCIhYukbeKyI6BCHWmpg+xvr5Ove7hCIkrHW6/96MoWRuZbzFvzxEmKmSsDN3SABPKFkZ5mJMLLV5abLK81UPVtstX7fpIwNj5ulvUXT5atEn6NsNhjZny9rDTfFKjH0iadoAAJkoJbCPL+cJdnB7/NGqmwM+ZQ6x31mg5HU7XzkMkCGVIAovnoyansgmEV6VVynO6nWJNdUioHvtTPfo+TLhrvFj6GH7ospicIdgZECOJ+Oigw+eNWTqdGn/OHGHJnUeYEUrCp1gewo88nuoucDS0ONGcwl4/hRaEBJHP/rLBQGkEffwgnYk7+O7h/wcLbpZE2OPQgQGeHPlpaNVprCxzUHNoBy30QkQoJIezg3wmmefOpMJq13jD59b2wmsGPABTF7Rtn2lNRVVUMpV1FoIeGwS84mzQI2K075NcfseZTm5Ff+9qG4UQf0cI8erc8P9TCPFXftwXeC9B78FrvfDO9ktXbP76e3it2HsgpWSucpJLT/4as9//LZ75s2+Ba9Nzr91Yo0YBw7kEHx1PY+k+fn6Q9KhGsqhQHCiSzKn4mk0hVaDj9wlPPMye5/4tMlng6bXXg1cp9ebGhH1DKQI3YlxrMDk1zOGkS2H2MaYGrffl/b9b+QT8zC5IJDVSmTy+gJIwUBG43S79wRkSnS1SWsj4wmOMNLpcwiajpchqKdzIxyFkbfcknwxPMii6pDYukMhGOLU1/kbqJH9urcWhhTWmS5MotQqe0yVybDTHYXZ0O7OJAISq0OnU2bPnLjKFDOWJLON7d2OUNGSuQ63pEkpo+xGBphGGBhOdk9jtFn9jZJV226aQ0YjkG8N7290etzIi61xseEyyyYHJAkO5JHkT5qsOHWf78yGBtu1TaXokEwb9apV+ZYlLgU076lFC42BxH0IIDKFxKHeYj+T3MFgqMFzeTbKYYG9mjZFsn5+d6DKgO2Q7K2QSCvenqmx/zXjd3mgd1fcIVBW5vkxqdYVps0w+BN/oYw13aZsrFEKJmcnxl9pPoJgqt6cuMVZeZ6T9PKlkkppeRDg9yoqDe+452tYAy16an5qEKecShe45Ko1T7K3apHsBuArO2hqHiwG3sYRuX3s9xislDJWErvKJQpXW3IOUluZRcyXQBK2wgw8EUnKBPt7QyHv6fH7INS+v5Qkh7hBCzAIPAAW2R2+WgP+PEKImhPj5d/sC7yXoLbA9ITC88gf4DjB32bYI+MJ7eK3Yu9R2mvze+W/xRyd+jWfO/SdmVx5B05LMtRU26j617G7GitcOMqGiMds1maqeo9A8w5BikQ0HSA9YJJMZ8FQyeo71xiqTyTxy/xFCVSe/9hK/ZH8fbSc59GbnjUPjDQELNZun1gSp1dNECBQjyd1bP4Te2442/kBMmy5bnYDnlwPC2jqjioWMQhbCHorroAufpfUW327tIrVnP2pxgJYMUIXKZGaM44NH8YElJWAm2cNy6vQ7NoOGi+y0aLf7rAuF6dIovcinkc/T3f0RBgenEEJhwsohEAgzoNWokUrlGRubYWhiBLMU0C8tsaC/xLK7xIq3ROSpjCYsastnmcYjOXOMIyM6pgJjnXPMb7lcbdm3UkojpcDhgmDcsGk0O/Q9n8H8mz8XXSek7YacXe+R9puEU7u55LZoS4+1oIciFeqdPl5HRw8Flc11Nvpd5oTObblppD5K31c4sdQhEXQwkhYEHgP+BiVNUk693qu4J+0ztvQo04MpGtkcBoKZSENqSQgFFWcVTwZUcAmlJNAsnMQME8NZajmbV3KDXFpZYrP1BO3iboSqUfY22Wp06QoLX+gkMzr2nbcxMjqFNllGjjlIy0YZ202n5fKiN4KtvvPVzfteSNLUeLSSwM3ezeSu41jJBAbQlQGjqIBkQBiU7N67/1DeOl5bjWFndsAJtrN7FXbGkPw9KeUvSCmPA3uAv/5ua33vJejNAXuklOpVfpSdn9ceA7/3Hl4r9jaCKOJ//oMX+bWv/X/59h//R/7ziX+JFfRZUwQbeCSFxoYMObvYZKvWpNYPOfE26861Qw2nsJu+NYomQ5qiid/RERiIZAihYDA9yKWUiZ5Kk5ZdtvZ+mmGvwp4B4w1L17xKU2FMNNC9Fv2uzZRzken2edaP/Bx3Bxffp6uz03kdvbPm07XNBpWNOofXf8CLXpaK00IDRkMFd+kiz2+ouKkiHxlTaGfTVCvL6GiYikHRytN025joXJIdqmqemae+ieL16Domq9m9dFougZljSxN0Lr1CGLj4kUOn2aCvmMyGNqNmAa+rYxgmYeCQSCcIoz5oPi9unGLT22K+c4G1aJGGskDSddiVHyGyBEdFhYmSxVoXVvRJInmNfigp6dttxpce5+VOCnezwtm1Hun+VWo4yvatQgJtNUvC9fmUksUhYq61RDdo022FJJ0ybgQ1bZqtTJ6SUmZNenwir3NI30TqKZ6pJbhjxOBE5jj/2T/IZqBQ620XMG/BPVs/ZLi/zsqmjW6NcWZiHEfd/iIn7BRNr8mWWydku46oTu7j54e3CFtL1NfbaM0KXtrFy9zGbO4AicpZKlODTLDJ57Jr3NH9Ea28RTKRxAt7HA5ckqHKVEJyVtvipbbNhYZCSr675va1hsOWNU6h0WRF6TGpptmlbM8/XSOkKQI2nQ728OC7Ou8t5kEhxH8vhPg+2xPN7wL+sZTyTd+IpZRNKeUvsB383rH3MpDl7+6snfdO/cp7eK3YVSxsdnjwf/8fCXSTbt/nu9lP86ndP8WgXmUwOUgXBU1Vqfs2kYiwNh3Kd3yMzXqbilYkW+tQt6+eUEkRcGQiw3ObbYSvM7avScHK0On2yad1RMKHSCFw2nSjgHBhFit02NW/gLlnmEJ1hYvRAPuGE1yovJ5L0+77rFp5dtdfRKZtcpVzpAZ1kmmTx588z/78GOfdwnW9Tio+ZT1koxdgWjo7rXaU0jot2ye4opW3rxh81n0asfcOdve3yGxBIZunVquQPHIP6ZMrPGLtZShpMtQ2sKYHGVar5LJDZI0MdadFxsySdB3YY5I516DV7yPsiFA36WaGmFE7rKdyJA7dyWjg03P7lLQktplmuFpjq3yQyOiSLg/QbFok0hZR5NH0Wjj4JIF7RYFlJcCKBKHfJ1QNnCjEy6cYFz32J7p01td4SL0NT02+6bpoukors4fblDXunP03nDAOkhkapult3xYsFV7N8V3vhShsN4la6TTdhRc4ofskDu5D6kla7RbjiQE2gwaarZGwLLr1gI2koCcVzFKe861N1tSQ24YDzjcT7BZbZIImbddHCJNnrSPsKyokGUQ4DUZO/ynBxH7Wel0KqQSbcpm6TILmYQqNYRRUQEOwuG7zrJWkbAg2ExlyQmUm2aKX6KP2O/idPI1BEyVs0BnaBe4sp5UiR5Qk3eYmydweXuzO43sWxUSbUqCyFZk4wXb6uLdiqqCpgr4n6ZllwvE7EIlZDitZWrJOEchjclBJMz08SOvtp5LdsnYGpDwM/JPLt+8McHlASvnmrA/spDd6h95T7s338/jYm51eb/AP/sOLTA5kmCgnmV1vs3vkOOvkqIVJwp7LwcYLqL3TrJujDI4cwsZEeh0SyTKl+stUlB7KwARRvfeW69NFEp48vUEhp/P5kQC700M3SyQFKEaIjCRtq0KvZ2N22vQHhmjqCnJqhC01zfjCBU6oA/RmX0Gkp8kmEgglYs/GS4TBFOmwh6YJupN34nbXGNt6mb4o4ETXN1uFCuwfSOCtzaN7fWZ0n/bu+9hs9ak0PaIrAt54RmPX1gJnJz6LNpDi9rl/RdCuEQyOMJApMLvWp7/v43xGbFHbCOkOTOGsPkt7KkteCqrtFnmlRCqXAARBtEByZASzvY5VnaNvhPwJd/LXN59AWArLZo9QkxRbAS/nBzh66nGmjh9j1umSj3I0apsINaSvLpE3xwkDFQuD40qSIZHgiGqwicvjYY3V0GEEi8lkmU07opEZZm7sTrytqzenNbsee3I62aUTfLPw1/kre3wmygrPepPUl2rULntaMW1Q73pkLBW1Moc2ksHOhCSkQqhopLQka94qyWAU1U+guGkGGUI3umhmAhmolLSIBcOm0h8k1VxgLTFBkBmgUaviOdtfvjLSoZ8oUqycxOxsIfwSbpDFFHnK+SHW2pewpIWmanhhRFmxiPobHB4q8HzYBdWj7OVoehanTrW4bWKadqLI7tppNqIZAr3LIOeI+l0GhyaIUlnmEgbjuqTRd6lFWZSUzVhziZZt4Gf3g1Bo2tvRXxHbS1z1vdc/OH4IZtDC8gPmGjnWZJ2fHxpgXTqISJDE5JhSYG+jh9qtoBu3XBqy6+H3gEeEEA8C/0lK+TJsL3DAu6zpvaPmTSHE33m3JfxxnhN7sz+6+J95+of/G//Db/4Bf/M3XqTWh0rT4fRKm06zQdUosXv/HgaGCuh6gmZxD7arEXbbdPs17LBPxe/Rqi+AkcdNDRFIiS5D8qm3TvBcDy16rkrb7VHJD9HM9xAW9KIW68ESTadDN3Qo5crYBw+jjU5xsruCbUb89H6Lv7Gri5UrcWzYRNcUms0Orxj7CFG5kB1BqVxCXX+G8YJOKzvBJ4d73KuuXNckTSEwfvaP2ds6yVH3IvnqeaZaZ+l5oERvzEmS8urk6xc5o06Sr52l12rz8vhfADOFgUJ7YZGGVaQfVGkrMG12SfaqWKO76EQeCgoJyyCydQyngOM7LGgR2fs+T7G7zBltGsuycDFojtzPdDrNpiLwECgDBe4zDJRMEVXTKSS2v4/2ZIVGe5UoVFCsAKmGRHhMiCQt6ZFHJ4PGz+hD5NBJoSGEYFCz+XP6eQ73XiJvKFz5/cZUt9fTm4waDA6k+WvZWfYMWHhSo1Or0b0iWUC9uz1sP59QCMwUjVqLqFxiFZeW10ZVBUU5QCdoouoeTTbIJBUUx8JvW9RlE5FNcmSoyj1jTbKlEmW/RrpyhqxTf230cMFvoC6+RLq7huk0uLj/DqRqsH7mMZzqPONGEcfvk1SSlKRBVwZ0jBIvOyUcx0MEYyhpkwPRFkcm07QbdX4z9XN8T7+bs6GLN6ijFEdY23+AP4s2+G5via6qUZMRE5lB7tk6g45Jz7dIqhEHKk/Su2xJq0hCcFnTwJi7yq7eBUTgYWgGk6U0utfFCDxcCRlFZa+SwlCU7aw+l86y9vKZ6/TpvnXstCp+hu3BLC9eNn7kq7zLVsR32qf3ZSHE7Tsjad7RD9sz5mPvUrPX5Ld/50/497/zII+8/BRK2McOehxmAym3//i8cPuPzlbT6MUR2k7AycUWlqGzJMrYR3+RkdIEHSRr3XX80METEYmwTaJ2iY7tsdEJd9ZzA/0tokytD4mtGon5WZKBT1fp0WaTlJZkobWEJ/tciPpc8jq4o+MMTx3AcGqMJALKi4/yxfafEDXW2bPyA7Jek8DIcf/+PHuHfc4Pz7DeWMaprtNXe3SwKId1hLw+6VkUwMRjJGdxoHeew+omuUN34laWGcqq5DJvDPqGofHp1d9nQnTJN5d5cVPhJW0P54IhNusB88oof1Ip8HR9F4/NDdKpd3h8I4HtWwxV20SBSxBIzCBHIqGR1HS6UUQQ+pSmRrm99TytnktfaCy8cpIFr40XeezG4ICSAc1ga6PNhUqXld4GXdFC11MMTYyQSuUJI1jurFPGoKSYsLHK+ahLm4B2FLBLSTGgG1yKenRCm9VIJcoUKWp9witGbwYRCCQX/BR/lvk0yYxJdWOLSNXZcqI31YBfJVF4NpzA7fnsduCoyKChk3Tz6P0s6f4QzopOsBXy+A+/j04Sw9RAwLBWRmumuVhNccZOsXeySCFtMNW5iNB0IGBw5WmGvCqd/CQKIXq6QNjXEPs/itftsWLXSOpJIqLtZN1CI91dI6m1cWQJI7IZj9rM1OfJm4KTVZVc8yL3Oi/xU61LFENBT3gYYUAfCapORk8iUMkURjg3fBBD67HctsmPjDNqevhXTCYfNCS7BrabizesIcYnhihbKno6R7XlsekI1jbXqIUurTCgEblMKwmEacHkIcLc8FWubOztSClbOwNZFLYXOShKKX/6Gk2e1/ROmzfvYnsUDVw5vvgtyvhuCnKr6rse//EPH6JU2kKWTZptFcsqk8xayDBk3W+TMRVy2RSsbQepRi/EC11SpspQweLkYgNVVaj1fJYvrHBbMSIyk1TcGuVkmcix6YU+s0P7qIRTrNZc7J5DMWtwYCTJuXX7muXzI/h97yh/rbNMavZFokKeZj6LUDVUJHtIMIpOKjXAU6JHAhhUNbo5nZ/++ARz5w3+UingWxzkXtlkclePR5cbZBIadxzczUDbwq6skciMkTxwlE9UZ/mPF/vUee/TFyLgZ/wTJGvzLFoTTB46zK6hHFUtT8pQcU1IGxpzte0+x1JjgUd3/QLJfBo1s5v7m48R2Z/gwZG/SM4QlDdPMeemubPgcyDZxmWY/2d2jll3CkPJsdmrs7tYpiNqZOwUImkgkTTTJk1jEi85Qc8aYmXZ5Skxws+FqxQ1hUBoNKVHb7PGrDnNTE7FCxwsNUVhYBjPauE7EcLwadtdJD6KgOHRPUyIBM+5G/QVFU+A4YNUXCIjwe7xQagKNFXjcElw+rLxKaGElKlu12a8OdZHjjLkzvLscsDdkzkennVpXOW7h4wixOAUF3O/wGe1RVCgrgpWnA55M09va4vV6iXUQZ2EkccPbZJago6foFd5nhI+hlIkkn06GypnwgGKyT7r5jimJmhNfgR5/ixuchDnM3+LsfYm802NdWeQj5l1VjWVtJ5ktbPAiD69/RldvsidpR61kkaltcmmVqY5M8mn3QaDYyM85U8xOzTNAbnKccNFT41RlyGz0RZe4GPpBkk9gVAVutkaqi+YOZrh1HoGd+Dj5F2V5nZFl6yl4mkK+D6WAh8dDBkbHiZoQnerT7frcDHUqFYdjJKkqOiMaUkSEgKhsrDu0M1OcOQ9f7pvbe9yPMkbvNOa3ueAXwA+f9nIzLf8IR6teU0Pn65w7GuPcOxrj/CxbzyO3d7C9eqorTZsaAT9kE61i5KULHfXSCsJyqJJYmeCcQR0nIhKy2e9aZM0DKZL2/0Ea6kJlroKLa/H8aHbEFHIiJZkUlh8pL+MJwUDaZPDu8vMjJc4vqvIsaksd02lr1neeh/8UFLNlXENnXq/xpnqKcpETIkkthKRMtOYisrJoM2jRZ3/qG7xuNZn18ERzIvPEySKpFIB36/7DFkd9g87bKqC1uAATx+8Bzeo4XU6dIoTpPvV63KdTQXyQZNhv8Jn5CkOZTzuGnCYyGpo7Q3G/dXXAp5AMqG1MQ2FTHudC12TgcYlHl9xsQYmOL/c5Heb0/SVJE1XYdVWSD31u1xcbiNDBzev4EcBtt9DVQV1v0GSNBVN44SzxXDrAiNaF0VViYB75CXW3TE+phbZrVhMKQlMTcNIJKi9dIqsH3LBOYOigxIYJGUKN4jIqmk8YCWwsfoOFzYWKbsRA5HguFYkpyfoKwp9GWEQ8jHxMj87YZNceIHUZSkITAE9N8TutPiucQ9tqfH93iHuqj9NtnIG9Rr9vW3bJWzXSNUXqNZXeCFsoSHIpFSElyYKNIZKw+wdnMayTGSgIDfyFK0cg6N7GdctEngouQEm1C4ykWcuexjLa0EEQtdIt5YYXniUkcz/n73/jpUty9L7wN8+3oR31/vnTb586U25rC7TVW3EbnbRiCBFSFSThDQU/xCblAaDAQhhIJIaYDSEMGJzOJRA247d1WS7quouX+levjTPu+tteHMi4vg9f9yXle6leVnZZFdVf0AA90acOHHixD57nbX2+r4Plh2Nhc5llqI6Pd1h1ijSCruUEYeao0DS6xBmXca6hpkrs2zlsBQN4WY46ajU1BHLwQZZ10LRE7blmEBRiEiZdCdISNFVle64x0pmjtEw4BHb5qc2/jXl0QG2t/fG9/cTOl7EIEg54q/yYE2wONzgc+UOE1mV804XWZqhmVmE7QazmoOOIBoMaL/4XTSvhf4Bu4j/FH88+EBBT0r5h1LK3+BQ7PPn7z4W3+dt/+R9Xv+xgR8l/Jl//PXvB7q/8+/eWtNPpxYoyQ6hNkfcF2xt3kBXLWRocrywjKEqjMYhtvHOOqQ3ShiFMd3x4YWkKSo5r8MebXaHdRTFpJWOGROhlSu0BhFRGFFq3+LozX/PbPMVnl7JMVVy0FTxrmn8v94oEo/PsbJ7gBWOKaNzKtTQOh5xq40a+KSkJBr4QiFRLS7TZ0eX7J35ArqIeN5fZsbv8JkjFlMZF23zFlG2yGTrDs3SBBvNgJyh8kXj7boGHw5BmrA/gtTJY2VcsrUKw0jhjNFiWelSDNoo4rCBwtYEpTOPcW4qw54xycJ0iedrz3CslmG9E6AtniSLz2dmIgbNJrvOPM/VPk17+hyvHgjiKMeE6VIOA/Kyip4YNIZdpjI11nVJ8tCnqfTXyNZvkciIrlbgFNsUMWglEWWpEexuomUzRGqFI1qOaW2BcUfBjyOEoiCyPRpBCw956O9nF1ko1IiDAtubt9lKxgS6jbCyfCdtcXNYR5Lh5d2EyMkThN03zo2EuhdzO87T7QzQGlv8RG3Iy+5pNnbbNHv3lsoaRApNe4qDocI1TUFHI1Ykul8kZUii+iR+Sn97hGFZjIdDlMoAJTVQSdkQCbEQnAyvs5E/yVS4TwsD7DyWITi68XVG+XmyT34aq1jC29wgsOfQ3RK9vZcJvSZxMGIBB1NoRP02ipMh2FlHDwJ8RyUgZUzIWIFa1EZzc/zWYAnbtdhubrOfRCSGTR8wNQ2RKoyigIzu4CVjfBd6NLhePg8C1MJby5Exkv44wT5+jmLzBlZnnfRgg58qNQgin+YoQenvsjO9SG1rB7fn0d9fIzUdQkWn0Nv4SMb3DwuEEL9w11ZoWQjxusXQ8n+q47kvnt7dmuq/uyvqKYQQf/bdAuCPs5FsKiX/zf/x/PeD3FP/8zfZ7N672qsKKLHHZHUKxR1RLNeYmT1CLldF9k101eRGMmBx7Ru4cvyO96cp+GHETvdw8u6MIl5kjhOiQL2/Q0Y3iaWkFwfUw5DeKEA3dIgC9NDjgef+MY/9m7/MtO5zdMJFVe4d9oZalm82ivTFJE80xvxMI+Xl9izPtSpMXHiV5pUXaPtDZoVJJGOyeoYOKV9NGnxavc7Hs3fIZ3scqfYQYZaqBcP5Ml53l9dyglt6iUcWXWJFwyvMf0Q/RMJRtQm5IrIyQ1+4NMYqrppwXG/QTnSy5uEl8PhyjmNyn6PZIfmcw9CPyJXzXOmkXNnyeOFWl5vqFHWtTFg7gmG7PBpdJx80+alZ+ES3Dv6Q9bDFjr8L7hjHNJnOTJGzanQMhd6dW6xmjuEkAR/f+R3qlo0hNGZ1m+14hDm/THrjZRrVClfDAfVgF7uUoKs6wg7JmBlG6RgBXEn6GKaJtnqT2+uvUGt3UK0sulvEiSKGxGzpIDJF6kqJvN8i1ovkbY3imxqYjkU7PFYJ2chn+O6eykJekBYnWRq9+8S8ddBjt3IaK18ko5kYaYaD8T7Dfkqp5DLqjRj2fAa9HsVCmdQ3QE/YIOZcroaWJGwYSwx8ycJwFSvy8ZPD6kXq5Jg4eBUlGKHkCmRrFZ6aL1HrX+ThlUdwFJUcGnnVIpAJmmERSQ09SJjOVmiQ8jIejjDZTMbkjYBIt5kabREj8DQFX9UIdJuKVaQXDbENg4zhkDEcSmYRQ9dpuV0yhQwVM8Fo3kYFDFXi6EAUowtYUnvo/Tpe9RjYGZhYwizVOGc02Jv9FHPDBuu5Mq+5OtvFHOLWC+jTCwTGnyzvyP8IKHGoyHWHQ0WV1Te5qP9Hx4cmp0sp16SUv3E3ABbvBsBP3zWV/bFDvbnFhW//Fn/9f/8DHvmfvs6zWx9MdWEio2A4OdbDHqYsoaQGrls4fNGI6Ac9NBSu1p6mVC294/1+lLDVfqNcIhH0Gh1GIuKoNUGQxIwVgaemBOY0/VFMbxiSTB9j5fl/imnq+LUjVDs3CIIQTXn3pdhL20Nea05RNz7Fdxs1pppb7MQ1rj7532GUjvCAVWVHBuiomOKw3DoiJioYnDAjzvUvc0bboKCuURy1KLgFsvlJFKlxoA9ZCzLsXbmBfezBD3ze3wvTJZdAqswOVtEmZlFliiVjpusvUfO2mc3AM8dK/OTpAn/26v9KTg2otW7wV+xLlMsu8mCbR2sKQoGUiIm8zZW9MVvtgHLOpFNcYpSdJRkPce0sShpT1TLMlcqQHK499YI+imlzyRrz4uQz7HqSkWLy7Nn/Are3R0bV2E1GzMYKWDZRrsZss0W5fUBienS0PVShQKDRH/dxVYeqMFhRc0RhQNLex6mew689wEFvh77fZVVJ0TE4pxUo5wyyzet0I5WMmtAbxwxGb4yXdU8QZ0qkowq18R5Pch0RDNHuMTMIIGerlByd7PgAu9th0a6hpIJCOkE5U2Yis3ToEZumlGsTyFhAYKAnOhndZt+IyHbWmS9pDFPJc8oioXKo95kCzy/9AuYX/xLu8bOomoZSqmDcep6FV7+NEClHRYYiCmeVLIoiSE2L7fwJ+t2IRhpgc3dSkympTBmORxR665QLGYy0w00LfDnGG+7hhyE5PUNj2MZQdRShoAhBCJzWCsxpI5KRx5LaociAkhqR9Zss5GPyGYNMMc/o4Z9mKq1zvBRwUr3NF2bWCatg+C2s117Cam0wLyEfK9RPPkh2cBUrV/hIxvcPGYocipkUpZS//p/yQD4Swem7dg+/cVcz7TN3hUE/tCDoDxt+9Vv/D37zuf+D3f0rRF4PuDfhu5LRcYy7pqK2RtHWOFuIOZ/c4GV8kkAjV7QpFCroOohEYxwHJEiu2yd5bfOdJae9zvgddie1ko5hutRFRCfo4MVD9scj5P4ukwWT1jAkc+2bFE8/iKFElKdrWH6HB2cs/HsfOgBpOmbYbrHZi/kuObZ2odK8SrR+mYKuMq84BMBCdg559xz0kXhENMdb5BbzTI6H7DtFgn6HopVjJ+wzk+Y40amjRz02tRrrG/X7/g3yeG867zGqjDjXfonCQ0+Tm57GWVyhoI6RpoM1MY3a2eWT218mkoKl27/PtGxw/va/YaJzjVp8wE4z4ro+xyt9G1UIHNPioB+x34vo+QmN7QMGuTn27qzTII/+7W/yhFZgN+mz429RMHOoqUmcRhQ1A00oXJ/7NJ1RhIgjnspvsm9p7MRjCsLAtyz6q9fI2irPamc4mZkir1qH61ypwjC7S0TEIBkylCF5xYAkxTr7JAfC5GDyOFKtshf0mFAdlu0K+4nPpJPws5NdfKfEOIiAiIzzRqY3yEwSDT3+21N9pifz/N6mhb19GT99J53lUIPTx1YS5nb+AyN/RIYpckzhmAapOiYKJRljhly+jOvkwU5ApCiGoDfqcRuPXMbhdpjjeLrDqj5Dqr7BW2v0xmiOQxJFJDLByBRQDJv6mc9ix9BOxjys5rkeD7gVD/DHHmp7m2DlYU5hs6K4HBM2CYIJxWHdnaUnXIoMONjq8uDGLnXpM4xDeumAfuCBgJSUQTTCiw6bujrKmFRT0DWVO+4x2qnG/hDGqYKf6uiDHUreFlLeIlcWDF/8Mhe3v46Qt5idaBIzoDc7iXAzoOmIm6+Q211nNLIYjsP7Ht8/7LirnvKfLLt7M34g5/TXcTe7+3Mc0hQe5k36aT8OOJWf5CDZRdMn+ZnZEVduFXj7UvVc0aA9iLAsnVEYMhjHHHcDTkWrvJZ06BOiahG8qbVcplA1S8xfusVW7xqm/jj+2+QhvHusic/nsnija+wkOrPuFM2wSyVNsaIh7VGCTBLUQZ1UA3tqntLSNMmlV/jN6Ox7fk+paLxmnuATyoDHsjobk8cZqzn2mus8WhxiSTAVg4zuoCsqjA8AuJj2mFIGnDYPsErHMPIuq/mjhNGIdb/Jx6aO4W/f5lrYY1pRadebmEaB4D0U7d8MEQ1x9QTViGmHGg8kG1QLGWbsDFXRobgwj9c7wLMnsOIO0f42OVOyUTzDZLTPfLKP7mbQS9MQh8hSmZ8zd/jnLHJlf8CEJTkID7MRW4NxDHupxZcu/1vSp/4slYJD65FfQN3uIGYjRrqH75fJuyZ+kNKMmswJaHRCQCB1m9U7q5w2lpkwEm5oEY6qsXDiIV6ILLbjLOneBY5lV7gT77Id1DlhTOP5IzKKg5UGRCTIOKW3s80xKdgwlqnma9iRRmxnKHYDXN/HFXBy59s8uPBfc271O/yq/jm88Rt3Numoz75lcWHPxzdszk4P+Ha3ypY5887zDBRtnYeyLRoTP0VxReKNIkwc9u7sEQcp88tHmZyvEsUxuWwOBjoiN0aoknK2QifoUDyywtkrF/lOOImC8sZNWxrxeOOPWPUuceypn4JEEnXr+MdOsXH9ZfxNl5Vjj3Ax6VMWOgWpo4Y+QyXDi+Eis9vfpTY/zZoc4hNxOx1itmM+JvpsxzWmbElm5Sxz8ZhXtT4CSEUCKKioZDSb6cwEO94e+4nP3LTglJpDu32Dtv0Y/TDkXE4SmQF7qcIDhR6h2uL3tAHH/8wvMIwHbAzriDDAUTZpykXSvdc46hYZzC6hJQaNnMLMxqsfbGD/J0TH7/Ebt373g25eEUK82Urul6WUv/zmDYQQvwi0OSx1Fj5CJ/X7xg+U6d1dz/sKhzIwf527Sth3hUHf18zvRwW9OITtNbJal8n6a5zJB2953VBhtxNiaJL+8I27vKi7z6C8TN6dYNqewEzyKNbh3TgiQXEjNFUhzWcpMSS5l2rwPbC/e5OOZhDIgDveOgBdU6cbdtBVQXOYMD71SaK507hP/gT77gJKsUKv031PPkolaPL44FkM3STo+WjjIZm0x6B8BFdNuCVH6Gjo6mGW4HAYKLK+z9SgRac4xe1KgYwQVI08QlNZKS4Sp2PiQplqxiedrvGqMvu+AS97uGs+732bJaXLvNwmr6dohBimQd6MiTWT67kZ1upD+vYEWRuqow3SvQ3ikYdFwLk7X2ZlpYoyahAtHsVcOYvV3marFeGrGYSqcRAZ3/9coSgogJP4bKiTrF6/zYU9ybjeYPrOczwiC8ylEsUJGYU+dpIlSGOUg11+SrnL+hGCF0qfxy3bJLrKmISMqiFV0HoNXuy7fEdMMLW6iikE+bxK2++x6+2R1RwcYWAIhXDoYU7NcjkLrb7Hq02HHd9CiwqMFY0d12KnvUt2ZopHpiRfr/wkAHEqeWg+e3geE49PZOoots1C2aS4sEA8f4pi/p2qIZKUnKWSHmxw0PFYLhZQNQt/J2J/d4NMySDWuxScKtX8NKapgRBINUFVwdVsVCTV5hVeTGY5WTVYyb4xps/OZqlOlLFWnmJz1AQpSQOfYHuVmqYRj4dcSntU0cgLnetywHj9JtPxHo6IWW/bFP2UR7USQySP9UJGBZ1/Oz6Fr9lseSo39zbJoZNFIW/mGMY+edNFImmM2ozjMSERB0Rk129Quf575DLmoVOG6rOnFFAO1plpXeUb2i1+Q7QxrDyp6jCnL3GseIxqfpqHZo6gTptoJ87xsgPlxWMMzz/K3Cimc/Lj7z24f/jQlFI+8qbHL7/t9a8Bvyql/PW7r63cDYIfCf7YBafvrtv9f+46J/wDDhWwj0gpH5VS/tN7CYP+qON6Z4vR3CINV/BaXsfs773l9SgB04BRdKhneXzSZiIDD3Qu8jFxA5HEnC4dO9Q2DO9ONkqCjCVJFFAsT9C3qogPyHw82qojokOSlSVMDKERawq66XJz97B8s3L1N3HLBQAq3jbFiTKLovOe5MqmOcVtdZ7dzT380iSfO+tg9A7Yb3Z5SS7SSUZ46Yi8mQMEGTOLgUrFKqAdPcdMHJNKSaJZtEYjmsMOed1lfVxnKz/DZZnh2ct7pOL9CxBFXfJowac+/SBPT0VQneKcUedYNuCJORXhdTFLGXJKiK8YlNefZ6ud0ol0MDTy1QqlS7+DWp1mb+068ewSW0GX9bhPoMCpZIOx5yHfdhsQxik5RyNj67iMaE0/wm6SY3/l49wRs1xK+qwR4Oo2hqVgaiYaCl1bZ3LxjQad2YyDM+4gFB0NwUimRHdu8fToAj93XOfjuy/xLTFBMO7RDfq80rzMvt+gFXXpywA/8pEH22iGQU7GDEMfy0qxVY1i0sOxsnRjn8zkLJqbQ4wHTBXfCGTX9g/XnCPF4mv9GS72XdQkoh8pLEwU6Afv7BTWUIiEwpQ24qlSk27gYZg2bi5DKTdHHIJN8VD7TUuQqIhaH60QEERj7nQ3WCdE5nP8Fzf/X+zljqPnDnVWNQVOetdoxhajsItiZdiUPqOxz06aIXLnacwv0FQSVhnjKCoPayXSY6fxemPqvsItbZ5GqBKMuzxNlqt5l01FULUVPDVDN+yjWGVmg4jPqhP0gj6toMM3d59nvbeFqRkgFQpanpCE+NQk5U98juMVg8etfR7MD8HyMCyFx8pjWnrCjDvF+dxDFMbzENgU7RIZs8CuULgtAq67JjdFxFdG24xMSU+EDIx3NqT9KENKuSql7L7pqa9yqKTyUeGz97PxBypv3lVY+fO8obLyq8DD76WnKYT4+R+XbG/RmcX2u7zQbBCFFpNZBdoRaIcZjwQEgiSR9MYho3HC6dkixmiWhj3NneQKs6lEHRuHrGEARUWGGlY+y+rNK+yHi6ivK/6+B1QBceUIj2tdNulSdcpkdJc73dtkJhdwr/dxcajPPoYSbaLrOhQK9F78LjN2Ht5LDCUKaY/H/PngO7TSL3J502dDm6bgD+l0Rjw2V+LFNCJJY7rBAJmm5BSLBEHcaWIUplHTlNTrYBgqjqpxMG7Tisc8Gbn8/l5MZesG6tT5d1UEeR2T+piZ/RcxyzVMM09zq0XJ2aRQ3OJa+AgPLY/Z6Ke87OwzfeQMu1FMQQRkFo4QvPjbKON17HELY3mR5olZ2qNNxoZO2QuINIWMCClnTHbfJmUbp+BHMftjgzu1J7neClmcnGDroEdaegC32WLxxAQJAq8f0VL3yFpZ4pwk7A6BKiVHYWrvWe6US6yIhNN6nr3UZ3r5GK+OTuL3+zRyZ3GG61TTBS6P97EUgyQNCWVMBtiTIfOVGlF3H300IDt3Aj3oUAW29YiiNKisr9Gy8zhpQtxt4idvOMW/rh3Z0Ut8vBTwCXOHXKaE0eqjxQNc9SiRUBm/qZweA1N5m441yUPHy2xrKnbfJU50KhWVTMlFyQUoRkCKQAiJdMa0hl1SJUZVFBLgFVuwdPrj7A0iVvcPqyIZU2Epn1J2VI5OzGPpJv7QZ2fyFPbwWzRzOtlchefSNgDHZAY9gf7lDS6Un6TT6RJPmFzc3WJ5KiJWi7RbHaq5zyGyXXLhgGXVIxMuUWq/ir2UI2cq9O5eUBXnsEnMj3w6cQ8Vla/Q5OeGfRIm6FmTbOw1UMsV3EqRI90LbBkrzDrzyFSA52Bjo5oeFUeiJipC09EVk0wy4Epyg8f363DiGO3BO8W/f1QhhChwWAksvinwdYF7UhbuamneDwocujF8YHzQTO8ihwf5JSll6a4UzHsFvCXgf7ifA/lhRm77NjfDFqtqidJkjulgB0V566w9DCWaChlTo1Iw0EXM5xdjZq0GdTPBVg1IFEAFkRxWOJ2QNNKoL9Y4abaYLb+/SkkiYcM9Rtg5bAZRgKX8LA/mjvCyN6bMED9KeExbJ27ViaKIeHedNInJaOl7ljct06CrFfnflM/z6n4KUhDbeVb1aYaXX2S8t06Qhuz09xjFY2zNpoKGlBIfi4GmsJyq4GSIFZ1G2CdrZsgpBjk1QssUWJ9+gsnBbZDvXt/UVTh288uYlsHUgoGTVzg253B8usje6DRHpsZMZbO4yQjRmsCPAm5FWW4p89xsQl2r0Uk09p75b2na03jt2zw/2KWpxOxlbMKJaQYHe8yGu0xk33lfmLd1DnohQXEGt1ikm1g8N8hyUDyO4Sk0Ozv04w5BGlLTC5jAAJ+KpZIxYdAf8YI4xkHSppmM2UkDiqLGej1i155neiJHpfEsWuwxG8FnRAk/PSyLC2BCONSERSJ0PPKo/ogqY/SiRpKbZCpQSYXJyPdp2TrtQZvArTDwg3tm8tf8PLv2LKMxaErEga/yl/yvcH7unZOzH4Qc5FdYjfapD4YIM2EQ7LO7d4d+u4eaGaNkQhK7j3SG1Id1BvEApMIoOMxwJlUT/dYLLOeV77s4zOZ1hhjsZVeIg8M1R8sxMOiyVTlCMLVEYXv7+/d8d5IB3sE64+5tvPwspeEevaGBlUxhv/YqE9d3KCrTmFGPZqjQrte5GlUQd17mYOmTBLdX+WyaZwoNF8GeV0dXDMI05kR2mbx2SCuYmp4ibwC9DY66HfKOTze2aZ/5DDPqNJY0wbcgUiDSSEYGtsyhSYdJZ4KJTIXl/DzPTD3NxZkaVxgxE3w0PNQfIvzdt2V6y7yh8PV2FDn0Y/0nHC6Xvd/j/8u7BNB3wwdtZLnIYXZXeFv99PU58u3X0sr9HsgPM7pz8xykLSrhAKXn8MCSIL2UvuWWQhfw5PES7X6ApqhU0w7ZY2d4NexjaH3S0evN1vrdsymRkSD1bjO1donvOaeZSRO6GY2G9x4tlsCM4ZMxs+Q0lfncHGEc0ZMhfeosWAKRnaWplsi7Gmm/g1abob16wHrtAWTj3VM9PwVVNXhyXrIdZridRIhoRM83SQoTNAd1qE6wO2ripR69uM8RLDbTmMfaAVPFmN+O6gjPZzY/z9iZojHu4KQSXYacKcNvpzNMmW22vBTEvUVBz+R8et0qP6Gu82JnEk2rE6Q19o1FPOHT97ushyqfX7AobI54YWQTRSkPOhra7ZfpVU/gpJKx5jDTusFUcQqefZ72xAzFmzewFJ3uyU8TDwo4QoO3GeEe9CPmSha3neOopKyt9chnVLYGKWf6LQZHVyhLlWY+JpIJB8MhGSkYHtSJ4lkioaKZNlFUpOBHbFkxKDGzvR2+8PJvc/PjfwvLcjgbprRDH8MtYYcKNXRCUixUZlJB0Nhn3PdoTjogJCelJB4O2RQKpVFAMrWE63Vw7ALpziVm3Bn2eGdX5mzZYZivUg93yA+e5ahwOPbkLJ/yv81N9STN5A0z1f4wQB8dEFSG2LkJ0q6N117HG/RpagdMBLNghByMGpTDiFHYI7Zc4nCAEDCNjhiP2IpcDvabgIumCk5oTVaiTSaUGDVbIOnt801liGMWyZenOBhu4p98EHe8zTAZsU+IUCTp0sNUdYgm80xPCwQpt0sPEg1VUFxyrQYrxUms/RbDsc3qic9xQoCYXGL59gZHFpf4fTtiP+gTd9bpRUNqToWyVUQZp1yLu0y3d1g69hl2hyP2/BHVqsbI6FDJzSKHGjKRd69dA/qCREvBSCASSDtF6AqZtMCqludkOcOrOZ/z73kF/+hAStkV4h230l/iXUSipZS/IYToAUtSyn/6QT5DCPGr93NMHzTofe2uIssHhhCifD/b/zAjlXkUQjJRg5x2nNdGKcslk9XBm7cBU1PJOeZhF5zw6Y0kQ/8Gp2aPoiQGjVabbLaEYQjQYoLSAe2+AdkyZ4XN+mAPZlf4xvX3XjbdUWtk8nNE8RpZ3UUVKivFZXbGEZsTFtXGFiMzpl6YxhntEt54BW17E/1ojveub8KKE3Bze0ClYjCQKhP00dQK3yh/kWfGv0I+lvS0N6gVWizJtyt4pRyR32UhmyWWKqudOwSGixcNWUQn3BsyclzutCULmgnKvR0glDQkO6rTzMxySWo0dJXYtDjwPVbrNmVriuWsxp7nkogu42wWGRc4oV/j5VGG/WSK+bJLHMYohRqXRi3M1KO+fAptf5e1lUVm6l2KlsnOsMRG897nY6vts9V+439VF+wZFn9Q+CyfSm8w1lVcRWWru42aQkd6PBT3sUgIVJ3OyIdrddYfTDCMGRp+m3yzzerCM4SGSxBpDM6eYro8SSoUhISCVCmgIEMf0Tgg3VtHmTiOmUQs98d0Qx+RzTK7s0+7WCYethlPzDLQRiymKRlNZ7Zkst1+a6PVjd0+M1bC8dVfwS9I4uM1dCVDIrv8ffMP+BfyKZ4d11CBnJ7yxdIBWUNhqNqQHzKzuMJoFDE/fxy0Pu1xl4PeLjnFJZQaodfEcct04h6fUookYcDw6FNst0aAS5JIjPIUStKglDfQBgck2Rznohy3GLEhetjVKa5FfXKqyzAZMYGNUr/O1eQRgkYdJfC5PpZM5S10OYOvBjzidGi15jiZH/GN2qOc0jssDm/w/M5xErPA/Nq3cMOIMw+e5hV/l8eq5xhEQyp2ATs7wVc3t9iOVarHH4c720yX4UJ7jiNHEpppSKkrUfttXMookUDXASNBpgIRaKRDC2ViSOof8mdPug+yFa4izB875/RfFkL8EodlzRXgn7wXV09K+TUhxP8OfKCgx6Gh+QfGB5Uh+3v3s9MP+54fVlSNPK4madiCzcItqkqHKfFW4e+pgkmYpEzkDfwo4sHdryBkB19XUJw86ejQEsbzugAouSHNsMWkUSC78EkmlTo/ufNvKYkxxj2O4c0w6rdwOntoio6GRbRVJe1mENLkiZLCM/FlNpY/j+geMByOifZ3GMaCevv9L0bZPeCT4gaq45AiGGGiCoEwDfRRwE+Zb0g2zaDy9CAmXN/j2sDm5tVNFlIdXQrsNEVLEwqoVKQCuZRQ73OuFpPJGKjcu7ypk7Ds3eQncnXaWpXjrdeYXL8BrsfSZAnD3aYR9pjM3WZsOKRKHrPV4JZ/ivP9Oq2VT/J17RzXH/2rvBZN0Fnr08mfYtcqUchWaK9dZTNoI/fu0KzX+YANsygIdtpjvGYXzTTJRDGG7/OgWaWUppwVZfK1IsHdJp3lHMzUXDzlDJM3n+eJNKHkqFSbV1AE7Kcmu7cvEpgOq8kQRzFoq/Bq3MFav0XQa6GlAdbONZ4oTrLd28bICGa8lG7uLFrfhdRG9UcYG9f5spgn0W2iMHjnwQso5l30cZfEzB0GZX1E1UxZOjrNJ9pf42RNY4o2Pxs/S3GwTc0osD3aRaCA1MllSjRaG6SJQJXgJhHDxGW5F7GCSTZMyKMQS0ElV2M4e46xPMwALA1qRoRtaBgyQjF0hB9wJRhysyuJFZd5f0xv3KEddtCA02qWJ7sBRxvfRc2V6IcSR9hMOT45RzIvB+yPHK6PY/7dLZ1LQYkLdfBvX+Wc3qC2f4nm7dt4z36N3vU7PL3R4Gb7NhLIG1lAoAudkSoYmAa7vkcmFXz8rM7eaEhZuGjSwHFzCASvJzMCiRzryEhDyQakaYIc6KRNB9nMsOgsMZX/iBSHfkhwl6P3D6WUvyyl/LsfkJz+D+7jI/5YrIV+5HBX/+0XhBC/+IO2z/rlMrPFY1TtGvtyzLDU4KFqjP6ms9sbBRQdnZt7fWxVUM8s0zYV6mYWx3BQzISh1yFNU6IwIgXMVNDobtL1XqA0USYfNDm2+tV3ob6/AWfhOOv9PSadaWJPA19FDB3IZfj6qENpYZr5i/+K2+5J4isXGPc9rjzz91jrvD9p9pJzitf0Jc5p2yy4MbfCEoGwOOgn7G7sMLuxhRWm1GKFcqKzKyMmjpfYkDWatTP43/kGwXd/jwmnTF7VscMYYzSkmJ8mDCc4kQ04loflooJyD2FeqWiI6RWqJQdlchZtepnybI2wV2VSrrKQ0bna0bher/CC9xpB7yWymS79qMUVz2Cj5ZPLOTjxCM3JMm8NGQ72+UShRKe9jXBzxMo8UW6aYrFwT73Te2EYxHiB5KYsc+0Pd7jY2eCmt0PfMOnrKiQBrb0OcQKOBleHFur+Oue5zf7MDGomg1MrMXdiGTvo0zn6cXKWg9feJa+ZBDJkV47ZJKR77BRWuYo+uYixcobXbJ0TmSlqgz4yPyJj+cTTOsvTNebtApePnaAaSoatLgf3kNTUFAV/5NEtrmCnKmuyw9fiA/7QirldK2KcfoJfyNzmb54X5Isat0sVDqIxpmKj6DHheISVsZmbWSBNJVv9bZbHy/z69yr82oHkYmOV7fEeWQx0RWBtb9NuNDgINMqu4DPqDfLhPgtb3yJ++dsEsWBrNEKkHRpOi+1BiG86TNplqk6FBFhPRvinnyI59Wl2Bgkda4LBWGOte5IbezaXzQqFkcoTVcliXhIEIBWT7ewyxsYlWr0Rg+nTXC2ex726hqhMEiZDsqZLPxyClDjCZD8ZYUd30GdLbJsqF1c19vZNcolLMgjpHQyQofp9eq2U6WEQ1BLSWAffQgoNQhtFFcR7GdTwx1K06r5wPy4K98sY+LEMekKIf8Ch/tubeSO/8GH3p4wkBcfhfHEZR3eJZcTRikLJeaN6/NBSgSSOedptsnH7DqMwodURuIwghTRSKdYquHmLQPaJ0w7ZYQ85HFCtzPNdIyQIxuQsSVF7b5X2TrPN5VqeaWeatJEHqSFHDobUOTaVkuzfwRrWGZLhevlRrh35GZrZRfLWe5vKAriWSUersWUfQeoFxsGhEPaEGhCMQ9jd5q8lRcKRRxKneM4p/uBanptM88KOZN+36JePIg62Oe4nZBSNVhqDIujqTTbiiFNGnfmsgmm883hWpgqIrcv82+4Kp/svsRdo+IUJzsyY7PYnKSUjJioB9cRDiCx+RqOrFNgNy7zQ0Cg5CcMgIUJl8eBF6rkZ+kaPSz2ffnWF/Yka0eQsm/UhdV9hHH4whvw4koddusMBB7OP0+olLHs+eze+S3Y04ERisq1OMlk0OTWfRVNV1kSZnDComRn+fVLnOzULJehQXn+W4sYl0nEACuwpCrrh4qSCkrDIqTrGxBx6dRJ16wqLImKccbHKU6Rmkau9kHR/g8Z4SOCPqdyoMxm8REfPMl14J//O8xOy7VWmh7dwwzZ5P2CDkE05IpY9Pqnf4bFci4cbX+W03aE0rTDIZkkISXyTjO1QLVbQZge01S2G9S16HUlGCxmOsiyqE1SEjQNM7dUJMmW0hTM4xQoylbiGgq7rmIUiiT9A7exiOzoDTSfXANdX8RRJEo4YxkNKVhFdSA70DM14D6NcQ+o2g1hnrRtTyLnYo3kueSZ3BoLLHYNj0xmC2jKnigJndh7/xNPkkj535p7hyokvMXcgCFFBChQFNFVD0w18TePOqM3lsWDfK1LvSo7PJ9xxWjhVC6tgMoz27rpSpBBJsEPSWEKokEYasn9XZs23IdYQo/e/zv4Uf3z4Qcnp99te+icFv/i2FPur/ACmt7qRIuOIG94uk06FSxlBKXeArbyROQWxxI0H9Hs9Tieb9LNTJOIKmu4gUhNihUxJw7QVfKOFTB3CTkhiWqRSshd51H/+L0KmxERWkDHeve62P4JzmWnsKHfYZ67HJEhskcGnSzGjsX30s7QLC1zLnePi4s/ywp0O2917lL7ehiSVZItljFe+wrduddAyRSquQicCb+Fhxpkpcmu3+RtthWllErE1YITFVmPIN8zz3Dz151DN8+T/8I+oj1qUhh4zhou+eZm59g1m1Nd4bscjp/Z4aniB8/HN7xPRM6aCHyV0iidYoEFHmyYrEoZejKWNeXQeZHaKbCZk0r7E/iglG+TJDm+ylOlzJL/FXDlDwdFRnSybskTWUOkNXKyr10kYow5HVPQE3y2hCOWeGpTvPRgsxp0643TIRn2VVs5BKqCub9Hb32O7HZC3dEpZm5Nnj+GUJ/ma3ucGY6RqcDCVJTNu4sYDThRncKSGYtg8620xlaqYMuUgDkiaB6iVSdRilRlp0Os02N25SW8Ykm3sM65NY2o2ehjjNF5F0RY5ZXv0hu/M5nO2Qrl1E6VQo3P8JN8yD8fBDgHPywG3alkulCLunDjG/vQkCpJs0MfOSTBHoEvIBcgUukEfO47Z7miosUJVT3jkYIe5/QOsgzo5P8RUIOHQ4kpJQua6V6nmddRimeypBxFCobe2QTs08aIaM7mI4bCLqWjMWCVGfp96GtLZepk/2J3hRkvlFpMMhMkwMVjtZOkru9xqVtjwoJYxWG141IoWW5NnUK/8Jm7Qwzz9MLf0aY7EG8yO93GQZHQLTWgMwxFlM4+j2WSDLFNRB9XN8dgSbB3UOSIrdOI6luWSK+fuikokiJqP4oxBAWHFgAQjIZYQRQkxGrL740NZ+LAQQiwKIf7a3cdHmhr/oJnefZEC/yRACPHQPZ5uc59cjzdD2jmGzQzHSyss5+YpmyV+LdniZ06sYqkJpYwBwx7JyOPqfkw9t4ze3qby3DeIxF36sztG2BHGdB+zKGhlNtgrmESqwloyYMGucTMdcPLOlzFCD29071KkrgoKashGOkIYdxu8I4GKxB8oTBpF9oon2dpu8L1bXf7VbpVfvdhC2b/J8APofvkJZPMuejzg3FyOyaKOomgEicIV5viGPM3eXp+r5mnawQl+ZafChjaJY6kkCVwYltjsSZQ4JNftUfUC1Eadm47FfDHmi+MD/upUh58afgdtfoVPH83wV3O3mLDGFB2dL7rrPOE2mKnmqU1U+FQt4MRyhsKwT65/k2f0NZbsAiKewFRn2MtALbtMLjdPXTnL3sYOU0UDY+0C5+UdlvZexFCyxNVlnhgofH4E4fe+hbZ9h/Y4vW8r5MgbMNps8nlq7KuCM5u7nA8NRsOUoLSApcF+L6DaX8X2u9TjHs27jfjPpW2u6ilT4RrTbsq+Ad7eBvntVWa0LN+kywEhKSmKph9qOlo2q6MmUbnCnbjDQEJa6WNIlWB6jhdKNrXP/BzCuMMDduuePnndUUor1lFHPXKKQeWuAHQE+DJhaOloQuH30gZfl00iGeO6FYSEVE1QCmMUx2eQ9tjx9tC0DFuJxn5gUc2fpl6doeQH/IRWImdn6O7tsvT8P0eJxxSSAd8sfhJ71CEe9AlbDcK1azjFeXa6UA9sFqMIe9glFTolr8fni6f4ojlFZ/ZpHqzuIIIhFdEHIUhJ6IdZ9vemSeKU0zLiuLJL1TE4aI0xnCJbj/xf8FrrrDtVCsmQ4eRx4u0NTpAhSCKC6NAtXVUUZqwanck8M8slnFEPLRFUqtPEuk5GdzCzGoodQAiYPnohQNgSJTdCy41BkRApqGjoun7YOSg/WMn8xxVCiL/DYXPK67SEjhDimY9q/+8Z9IQQXxFCJEKI1j0ebeCXPqoD+Y+IEodB7s3owveJlPcNo1fGUm00YWPpFuPYx0sTbOnyl44GtL2QqcarbLV9chNVjswX6C4+AecfZ9KtHTZL9GyEkRL1DfpWE12omEqMJiSm0Ogg2Y19RhMzTPTXKGr3no0n8iZnMgMqsUDo8aGVtg4gKeYdHF1Hr5RZrT5EveuTsQ8vwFti7gN9V03A1lDw7PG/Sl/NIKVgqmiRc3W8qdOs2iv8y+qf5znlGLdacDWdxDBMhCIZJfDcdoyuCW4f+TN0w5TBwTrPTeVJ81mGtQqXjs4xODXF7YfmeKZ2kUjbZNEd8l+uBMzKJvHMaQpz0zw6GZMzY1puFYsCM15IZbJGb5zFevlrWOURU7lNdKo0yjFWfBthxCxYY+g1iawMOBlelUdZcYr08z4ta5r2XszEynlemfgEAojvM+gNzDwHSp7Qz/F5UUVt6kyHsJc7wb+LziCBOJbYro3IZumk4ffjagzsOyA/9kVaRhHnhe9QGCbsaw7deEQxVZnF5lo6YDvvsOY16FSqRK89jzUc4jqT7Mc99KkFmrJHN5UIXeP/Z3ZZXjxD2dtFI8XS33rZ24YCpkOUr7Ee9ji0Sbj7fUi4lHhckwPGpOwTc0WOaCYB4yTA1zyEGaBYMc2oTs3Mc2xgchC4xEKj4HcQt3fJpDq6ULCEhhMO6NROs1JQmLUDfnbJp9S/Q9xtIsdDlOosvZvfpNlRqRoHbHhj5p0y80lMM42YSRVau3eIxyWa8RxPKWs8HV7GUAB0pvwtjARO+Ru80HIZ7++RdHZAU8nmLRrlaQ6mj1JpbVOdrHGjlRBUK8xECYaiYeo6mqYhhEK3sUFzsMbsaMhrG2OuNTS2hjo7oxFJqoEaYVVAmRiiZgNiOaYV76PZMUIFocRgJbzRtq/BPWgjf4pDCCF+gkMhlIfvmpEXgc8D//CjyvjeM+hJKT8H/A0pZfkejxLww9ihWbjHc68HwXd499xtdLkghLjQaDTuucOQEBkY388KTNXAUgw0e41YHg7wxtSDzBcUiv01lvefxe5ssV8tE8uUpG1B6CCHGqqbUDALNLub1IdjfKGQN/JM5SYJhUI6XSMbdVH0e184bS8iahwgw4CO3z6cwGIBKODrXPG26XkHaICiafSGCUtVi+gDTu6urTFTtFk0+tipTyljcmO3z1Y3YjO0kYUa9vxJRH6CpnZ4OlebAXXvDbL+r60a3DaP4r72HIXpFSzVpJ1x6eXKFKorNHITlPRZBlNHmJhM6OlXORu/wF8p3eChK/8ngZoBRWHqypfp9Tv0+ttkahrt3evE2g43jy2S6aT09qvEap0V3SVv9fhs7yucHr5GIDTqapXNrTZTTkzrIGV56LCTrLB5/M/wu+05LnQz7yd+8y5QaKgV+n/4W5gDlQerJlFq0Zg4xziSBDGMgpjJuE4rtrkm3ugsEUCIymt6yBQe6k9+ic5kiUZQp2QXGRCxrac0RcL3oiYvGyF/lE157fgy2Z1dnDihvjui1+wx71aZHHrsKhodUn5XP0DNCj6hrVOw38pUGoaS5sQZArvMolGiKd9aRRiogrFif5+UOybhWn+NmlS50bvG2Ogxlh4jv81ntAnatWXq/QDNtsmHXXznKGzeZE8TBGGAUa4wu/M8y2u/z09WtmiqPrv9EH/pCIpMSDp1zNo5zhh5TMOhUrEohDFLwuWRUKPl1bFqS9j17/DT+REDNcdeZplM0AQgmTxCahXZ1Gf4G/Kr7A9TYnQemTbxu31mTQuz/BA9JWXODamVckQbm2yLBFXV0BUdSzHxohFHZs5QGk3yr6/M88CCxlI14mhRMMMC7biBr42IUh8156MUfSKZoAmNXjRAKinCAMZv7reO+TFtpfig+EXgJ14XP7nr4fo1Dg0NPhK9zg9y9t+LA/HD6KbQ5Z3B7fX/354BcrfN9hEp5SPVavWeO3SyClpxCKkCCPL6oVBx2TD5dPgiVjLk6nYXU9foakX00iQnWhd5TOaYzU+hKIeL4DLSScwekhR7OOLM5ZfJaQ7DxKcXDJjULHrFPA+YLSajvXcch6bAXNHkVE1B1TQEOigxKCEYPkouwtFd/HGLkpFQc1XKWZXZkoOpf8ALUUr2ewHjWKE4M8NuZ8RCxeLEhM3+IMY0VPxYstsas/F2Da+7GOoO7V7AoHSS14oWLSERhSl6ccTIK5KuzzHsTtENXJh7gM6Zx9idLXFiSiGzdIz01gXssM/e6Y+xaWvUOtfIGhHK/BJG6HFSLaDpAY2cx7G8xZqv0R/MMX/uPMWgizrsIJtb/F7+0zzrHuHawKA9rmF1WkyoPqk34j2lad4HYQov2Of5lzct/v7BI/z+qsJLeyHjBEqOgmkqjGcf4EG3wVbko6LgCJtJu8qIhMSQRDNzyH6XOOvS0CPWxg0S3SVQdSLdYVfXuSg9Is3g/OITjB/6OG3zCKeOlSlVC+hb16hnHExVpWKWIFOgYaaY5SrH7T7V3BsNLX4Y81JTo1DJse6/k7YiVI2l/CxVo4wjDonqbRnQHO2hqlAft3il+Ro5VcD6Onon4sGlEo/o+2SmplhyPZQT5+haOhfnKtizC8jZY0SzK/zqeIlBvs+Fo3muxANSO0s6e5obE5/iwSp8LFujsNdlMGhTRCVz+RUKN67R371N+fgMuq7z6OkZtP0bpJlDanAQJoyilA4OX7WeQJlcws24VBuXSfyAoeezlOkzreqcCm5QSLqQnaAcGewNDxhHY0Aw404win2CCYMvLowZtCM29wLmDlpo3kuYXYU7e5uMkhHrg1W2vHVe2H2ZW43rvNK4TCzGqG7IG9qBrzeg3Wf54McLnXt1Y97t5vwBrso38L4z3Xs5oL+XFNmfYLR5Z7ZXgEM+yYfZ4cALkWqMTFJAMpmtkZLSlhGFvIGtq4wUl5vXbzFdsnglnMA89wSvqiP2B02klIdlSEUiVJXmuI3hZhkeO0EUjplyKjiaw7Yc8YIyYlLeoTo3+/3P11VB3oKz0w4/GV1gfnAdJVtEqCmK1CGxINRIQyjFCbN2hX6soQiJMe6ikhJEHyyviZIUd3DAUFj4UYylq+z3Qq4fjFFkSioVwjghCUNGg+E7RmnB1RnjshcbzKswJQ36IuJ2d5MFa4GMP4WmKzQaTdxxFdkuUbbLvKRF9G2T6YOX8NoDRjcuUdjewNUnGK/fpFDfQ2vtMaFmsMZD9MTh890+R2OXahjzSHEL27Jx4y5z9Ze4ziwFfLKZaVpdn11P0pMGV/cD+hMnQDks5X4YTE8UuZ45cchZ27zGN3oVXtg6bA5xLY0JLaRy6Te52TUwhSCrZ5nPzaAJnWlngm1CYiHRtu7QvXWJWSVDwcxjqTq6YnCueopj5aNU9RIZd4KuprDb3aJg+9zZl3i3G8QixVIUMkYGVaiYmk23MuRT9ho5PWU4fKNpKUygMYzwGi2OGCa5t00LlmIyioeUrMJb1gS91OdsJHCGPZZThfn1HmvtLq+NM7S8BqfMJvHFb1JJ6piT89TVlLGMCJKYI1VBXDZ4dGoXPYjYj7qkukMsYGN9l9qNr5HcuUwx7mB1dpGlKqqi4J99mNf6W0TzTxBbFSLVI7Yi9Olj5OJDbmx/HJOzVSzTxI9CLvcM3KCFli9DcYKKt8a1yMS89W16t29TufoVmDnCKBCUjRwpklu9NRKgnKR0/S7VQshg8wDVMejnKgxbWxQLVXbkFt/de5Frneusta+zksR8XDqM4gFRGqOboJQH8GazMeXHjpx+P+j+cX/Aj12eLaW8yDtPbIkfIGuVaYpIVO6ahdP2u4c3c2lEaLpMVbIEqcaBtcirwwKljEnD22Jv0CJvZsGIwYzQJwe0vBY3e3dIpYVQVCq143SCAUkaY2BwxCgybejM5DRmizqKgKKj8dRSlr+ovMhDzW+gn3yCcZoQpwnS8kH3AQXVikkMk2GqMNzdYKsd0lXz3Nr3uEd/wz1xairLQ1MKD+h1Am9EztbxRofMwSCVrNU94kQQrr5KEo/4fhVWJjxYSRh26jxWDfnk+CXqziR3kiFKmrJcnCcvimgYyJFJd2ufmy8/T9IXaGig6rwsPfxjD1LMmww31pGDLYR3wP5Dn+Fm1CUfJ0TZDFl3gsV4At3bxNl7lmNJg0wmpqpsUjIiymvf5anON1gc3qIdarS1Cs21HX5jPYOXmaE+loyD+1/Pex3b3ZiGKOEX5nil/AS3mKQvDzOkNIVuavJS6WOYBYummuBHPlkjw9HiEqYw0c0cL2QUvGKJmSAm1hUQ4JpZFs1ltMYUk06VE5UVbDvHQTrkdGmZ5sjhoYxCdipLceoIw3BIlCZMOVUczaKnKIiCjTu7gqK9tZmi7cF/aE9iqRrjN2UiCgIvHN8lbKcsZmdxlcPuw8+oUywNE2Z8n4eFy/FkTKykTKRd4ljScWd5sOxjn3yE7zHgBXXEq6nHJTEmUBM2B5vMdVoossNMXKO5fZXO7CxZb5/rvsPWyGKgF1Gnl1nSMsTAUBckD32CNNrmiCE4ufYcmneLZnaectZCU0EREk0m5GyNVv44rgjwc9OkVgYsm/XqI9Qw8M4/xYp6QFYExP0uqqJQSkCmgqXsPDfatxgZJtlhgjc2sYsOJXePSyOP4fTjyG7MTw0cZvsJPx8X+M8u98m/4NH7yhV+Oiix1d8hTiJS+aaLy/HAfj+m7Y813uuq697ryftlEXwoa6H7fc+fQPzy23h5n+VQ4PRDQRiQBjpSQpoKuuM+QRpyRfhYqo7veUhgPidYab7MeWcNoxCTLc0y9iWKnqA6ETLUiJWEaXS0i18nNsps9tYJ4oCd/j6uU6AkBc7phzjZvkDG1Di/kCNrC2bUAbWDl6lMV8mZIy5FLYZ+gExUSFVSLUJGKqNEcHb7BeLiJKWczrmFHKamMZl//8X1atbg1IyDZjpMBntowyZXd7vfN7IdBIeKFHEc0VGzjLUCyt0hvBBscb0R8GBuRNFvEasOU9EBk5qNrxtMmtMkjSxxpHDt2vPcvPEa7YMura0eZn+GByun2ZMBrmlzXZ1BTM4jt9cp7DZYQGPgZNGdHAfDFm6SsFi0WLFsauVFajMmjjC4rsdknvwsR/QOtVKGfLHAsjGmoKfcdE8QAAMcmmNJwVXeUgK8X0hgUD2CbprE6RuT3tCPGIYp1fZtRgEY6BTtHBW3iKUaFKwsQwnTsaB28wY7Kw9SEAZjf4CmKDhpBQFEbYeiWcALBhiKiScjcmurdLp7jLr7rA0PSHQTSzOYzU2TyIRhOmZGHzEfbFPNvDXoxWlMZyyIAoH7pudTJKZqUh93EFKl4XdJZIwGzG1t88pLWzQ6Ofpeh+1Kjc7KI+yrCqeOa5xVdgjiJne6u1yjTwL0SPhK2mR9osgppU1/6Thu3wPtAG9mnq4/QBx/hOr5JzHOPEE7dZh3bDbGncOjGfRxwjF5N8fBzg1uLk/i6AOW9D6XGzEqYMmI2dEGQqbM9u8gkhTz4AY9d5Jhf0Be9jlgTJpfRnptnHGL8sIUo94unWRMPx6QkJC3ctzpb7MUDdhqKVzSF8nZCuFYYcWQ6JbP5rbFcnKeb95c4H8Lv8BXpv4Cv1H8eXKDDEpvn1tbL6OXQpRqF22qAWaAcH+8rIXuE4X3eO3dAuJ90c0+TKb3Q0dTeDuklH8XWL6ryPJLwJ0PKI1zTyTqCKGHpEOFpK8zna0hEExikO1ucMwaApKNsUHOEWwpkivaiNRyqWUKEOmo2RDFGRPHMcdFhtzsWeqd2yhJSmvcIZExAsGBkrDa3saSEUJAwdX4iRMlPl7/XYqOSiZjkvhtesmIuWINkfNAlaSZISOly5OjgFQYnFA6TDoax80+OVtFD4Zk3keJtTEI6V15kczOK9i9XU7c+C3E23S6Lm54XLhzwFzcYLbsEqeHhfjq0jKOSLkyzNHQiiw8cAqEwxHh4MQJg7SHNFI2V2+yt7sOMsIbNOn3u5AmCAF1QoLrL/F453s4V7+JWawwa3aZWt+gHMQ065tMCItatw2tbeLSHP0YNpQIT0Q8qpVIAef8xzld/x6PXvpnnHz5n7Po+LTtCWJMXlztUMpYlDImg9H78xbfDbGEreaQ+vDQjuh19H2JHyUsje4Qb13F8UOOFFbQEwMhFGzdIkhCQt1gZ+ZJPjYa0pUBLVIqTgVFTZFDCxmoyFDH1V1s1aGlaWTnKlz0VJTyLKlpMghHVK0SQRyS0Vx01eRO2sXdeOmd5WxFY/fAw7z9GlPpG8HeQCDTCC8aMZI+89lpCkaOBNi3df7IX6EbTlBJNdTVlxmmGzxidzkxus1CcBnXqXEno/NmUb5IUfidpEF9uoCh92nnHGx/zGxhCmln2OpDcfMCjXoHM5NjfPM1qgcDZKfDCiZH9lts+B2Ozhynmi0yu32F2WJChEGQwHLZQO9uUQi7yOo8GT2hnV9gFELe1NB3XkVPHWbkCKNYIzlYx81lmM1nCHULS7VQhaBillCThEgkzEynTFmrXN/LkNd7fG+oMOMNmLnzIr/TWeRf70/yQtfhwnqfl7oWv3ahg7jYY+S38OIuPXOb1PVRK2P88E8zvffAX38XtkAL+Cf3eD4B7ktY5IMKTr8ZH8li4n9qfJR29Yrro1ohoKOmkI2z6IpGFZNwf409/TMIIirqCCVbI7AbeLrJ6cIipApJ20XNh6QyJU58lgOB3mkwOrrEvqFQUhzWhzukkeCqErKiKpQ3LvBIbYrb/nEcIei7c0zefgmx8El8yyQBXm1cYck8hq2b9GhiRB4Dtcy1ZoPWUoUoTeldfp6zrXW2jRkOMucB+12/51m9zhMbv4UpQ9TaPOXFZeLR6w5tb8AIBrRUk+YoAQlzWYky6vOzx1SGZpX8aItQmBSkR6zqjFAomnnCNGUw6KIogjRNUFUTwzQh0jFVk0KmRhI2eU0sMj7+MOeTm/R2QvLL04ztGDXp0G7vMzlzms2xQFds5rUDdv0hqpmjmQQUNR0pY7KjfaSt4LkuP732L7lY/Gt4IUwWTKJEUnANhkHMTve91W/eC917aFWnQL0f891jf4lPTh/g269gqSZSqnS6A7qyTzvushPAp/dfIp14AoFOBh1kStrVINFhZBGpCnbWYSB7GHFI7sY3cI5+HMVrkNFV+nYOP5TkHYuF/CzNoIMmJEd3v8rTK8f5spcnfFPsu2Cf4+LebZ6qpTQLBg0ZEiLJoZLqLmEUMorHDNMxJhDkCqwETQqe4Htmh/yjH+eY0BFKwtaNl2mkAeLIHGuphyIUps0JHNPCFCY3u6uUUIh2r6EGA1bn5zga+1ScAgM9ojpdZVrJo+7d4cXZT7G0+ypm6uO39hAnzzBrFNgUIbhZXK/HkneHjHGMUDXoJgZPWx5r7dus9aYZuEtULAtFURh7Hv7sU5TXfg9r87ukCljVCV4SA/5DLmE+DihbeaI0JmM6jFWVYGKaZT/mZyo91tRt5hITsjY7QZbhI/85Xv+N8T+6O1x+x3icvxhc4skx/O7aNzhbPYbmFrjauo1hGMCnPvS4+mGHEOKfSCnfLTtb5VB38x1Nhe+CMvB37ufzP0zQ+9PWo7dhGA3pBX3KdhkUWOtvwqHdHMHSgwR3YuzQw+3t4uQzFII2aWEGMcySBIcOOmmoMFJ8WoMdJpoJ+9Ys3qiLITUOlMP7jE7UZTaCbqGCs7jAZlhjqnGNqdhjavc5RGUGNVcka9rMh10imRJpA6Kih4ZKr7FJ13OxnXnsTI6Xb3dY9vuIOGQ+H7GT1dnxBcN34S+E/RbWw58mu3GBsaLSWPwYxXVBb/zWFvfazBy+tkg2iDk1ofPwxr9nfqaEXc2zkTbQw4BwVCZMI3qk2EIjjQXEFgf7a6gqzM0vgJTs7a1y5MRxwiRmEHh0l08TN5tocycIr19GXZynMX2OQf0GrmzRnXyETQ+CNKActrAaa8wfOUpXKBxTM4QkhBPT6D/x0+hSsKDl6O/U+ZnOJt+yV7BUlf3WiME4Yqcb4RjwLjoAHxp5R8PrtilNHLBolkFK4rEgI/IIM0T0FbKGheLk8fe3iCqLpISoKJALYSwhNmGg4rkDhrHPbBBjzJxmsb5DPqzzwtEivteioOcRPY1cXmM+M8s3dl/kL0QjrngmCW+9YQmAjcojPJpssYJGgxBSaAufFXOKVAi8aMAwGlJAxwwdmJvhduEGk9UqzVGfZfcoHXMH7/gcdMfsDw5YqtTYSruMohHnJ08TJwkZ06UX9Kk6VRpBiwnDJY4TbsRdPta+TD+ZpWRa3J5/hqkLv4Z57XdZe+Cn8Y0a3qjJHX3E53JHuDraxz1ygl67R7VgsNaRHAwC1ox52iLDgurRHq1jT59lu+lRyxtE+HQLNRrFn4UX/gPNn/wifVVnwTFxdYd+MEAIQXPcZpyMyWoFpLLHdKVCfuARVo8Sdhts3HyZg6W/wm63z9v9nVNUNkWVx1/5Jp96/BTfHqxzEA44CPrMZaY+2gH1Q4S7EpDvZTv36x/UUuhN+7wvG7sfu0aWPw6sttcYJxFRHKFInaXcHCERYxljOTb4HpHhomezLGX7bGQ0LDND2rNIPRPpG8TNLGES8jgFVpVZXh5P8bmxTU4xyGgWGioqCoVUIwE6w4QpK2CkZyFTYHTiYyhTC4SmiSNUdCHQpEpj3EIIweXOdeLxgD9XsikeP8613U3OGdc4Vt7iZ8bf5mTzeab3L7xrwHMM+Plyk05vTL5aQpoO2e4dFOWdQ6jZDYgHbZ4uDqj1Vpk/cZxs0WHozKK4J5ndu8qRO19G1Q2uxj0GUUCcphDD7OxRkkSgCIGq2rSaO/jjIRIJSUzJEBz3bzEszpNYeXYmH8NmhJOdpJhd4NjY5+D6LQ5uXGerGRE193HkYeb4bNgkBHZUyc64S3L7GkY0Jrf1IrVKDn84RL3zAosHzzMf7HBq2v3IAx5AZxSzMbS4tu2S8QOiJEHRBIYlyJguKSmPO9M0F58iWHkK2/PoEuEaLmL0upFwBLZPIZrB0UxWlRivvsqecwKmZjlrz5LTs6jouBmNcCxpBx3QdIbzDzJVKTJXeOc67paoIes7fFwv8wlR5HisUPF92n6Hut+kOT70GneRWGmfj9kvc8JwkQk4+jQt3UMlpaxpbJsqkZNhIx0BMJWp3XUkEJTtAiUzz1CVuKaDpqmsRg2mN9cZTZ6kPDlBq3qSE2u/z2zzFSyvjRh2uVE8x23LoKw5yDTlmJKlnysQTp9D3s2yTEPnqnkEIxjQCDTSmRPc3B3SH8fsK2Wq/QZL4yFhImmuPM66kuIXqjiqQ8UqY+k2UZpgaiaWbnAhaTHjZrCdEs70KY4r65jaDT6eCShvPs9M2b0np/Pb4xn+pfWT2G2Tn9sKOZ+olNBg2P3oB9UPAT5IcPqP4ejzYTK9P8XboEsBSUSUhmho6MJgyanxOc/g+T2dsT1BNBzwcWubq5RR9Qw5NX/othzcncSUiGE84kE/4VvWKdh+ETVcJSgtYYU+MQkT2BykYx4ZGfh+k/KsSy3eZZCbZ3bYZkdMMK9p/E6wzz4+UeATBdAPhtQilaW65P+9MUa1W5wt6oyyU3Ry51iNAzzhM5OZwdrt4OvFd3zHNIFX6mP+u09Z2JXTrN/yaLVH2M47JZWmW6+CEHxm/Tdxwh7e7N+k6+/yWnfAsZ5LjCSomhjzx7CUhCRNDtXp1RTTyh4K/moqUeSTyRSxHBdTCTB1i6DdwRk2CDSXTvUEY8Xi99ZNHkm3WcsKDBW+VfkcZ60r9BXwnBqqlAyIqaUCUypcFSNOZ3JYR0vgZgh7bbJxlxUz5Zw6ZLuzhx9kuNyaBBmB+OgVNBwt5qEZlXVNJZWS1NMQToxPgIVCOGhT69wi6eh80kjYOmITJBGaFSOj8JB/mUowffZ6TSajiDRXYv9A5WMzEapmUqUCkU7ac9GcGEmKK3SyS0XcvQal7BSmqbN6MOT1Jb52CJ2rL1KWKRNzU5THIQPX5vnxPpqWo3eXFlATDkIT6LNHweljZ8rIyCebunSdIk7osd+q49saYOAKm9n8NEgdTapAAii84m3jy5ATaoFJPY9edahstxGjMaX922T3X4Wtm0RpQrp5jbmJo8yYKVuTk+ylcCNu8YxbptC/ji9PAxl6owgwuGQcwzB0wvphnbk1CPGDiKY7xcGwRdIYcF5vUHOO0ZNgaQZ+18TIC/J6ljiNyahZutGIzXTEMUXjm9E+XT2h6uTYm1OYaxr8buPdKQgveCW8LZv/ab6NMgyZ9lNmDvbhqY98SP0w4DMc6hzfSwryPxr+NNP7COBsX2dn5xK7g33G6ZA06rLkQy+W3N7u0vVGoEBdZjnjJFhJiBrayFRhc3OVIIiRI4cgDPlOJ6K+vc0V5kibDdLtNfQwpqplOKKYFLCItSLyYJXaxnNMJE3OBZdg0GMx3IBui2XNpYzGFAYzGJTiEUMZoPUNPjsf0BJZUATPLDucv/ICeV0iKgVOTSScsO+d2gRJwqwR0r/0ElEMS/mIT1TaCOWdS7y6JnhGu0laW6Q0Vaai7yJKJmf6GqPcAhMFB7lyhIHrEJOQNV1UXUCsA5JMxqZUKiOlgqJoCCEJBzChZ0DP8Pzyz9P2obnwJNd7Kpf6Ni81dUz3QW6GVW70BL/cO8VXzUe45Jcwv/47aFdfwZQCTQgWpEVXRozyBTwdCl/4Czzw0j9larzFC/ZZjv3kFxn6IRld8r4+Th8CAjgW7ZBzInp7t1BkCmaMpqdIATOY5IYBw4FPp+cTz55gSIQiIB1aIBNINVAEqXK49jSBjuqPeLzxLfyuwWTPQ0liSnmLQO8QKkPmstNkVIud25dxpmZZa3jU+yGv/4SqADtfYK90kl5qMb+1zcmNbRaafbRYMIhHTOgValaJS7LPRVvi621eSjrcGO5yLdjDME1sK0NWGHyqMMczoQGkCE3B84fIGGSqQKJTsvNUrDKnMvPESYKnCsa6gqxNMqwdoaZ6iFEP7cSD6IDT3WZ7p81+Krkddniuf4eOSHleixhlJLZRODw3HE5spmW8Zc2y3g+RUpJVepxsX2YnLjFyXVJFwxAKcRpQkAUs6aCpGoqiEKURZ9QC09iM1Iht2aCfhMwJi9lchaWSYK5o8V5YDxz+2fBxfm/nLJ3+Q1wvfeGjH1R/wiGE+AxwXw7nd0Wnf0UIceuuHGZy9+9f+UG0OD9M0PuRaGT5KBEVa1imw95gB01oHHhddoZ1mt01nsw1SXyfrKXz3fEMWl4wnZ3FGOboek1M00RRVBTbpxoLNiyH27LGjrvM7XiSiVFILpDM+TF1VWM90LHCHquLn+V26Rybkc26MoUzM8V4Zx221thIxxSxyAuTz2s1vmTO8TfTCnuzj/MvvCLzyzsElkq/fQfv4cdxzz+Fceo8y61v0VRyFByVrPXWDO7IhEPtxCn0175BsLfNbjvAGwRo4h7l0FyN2ckqqteG6WWqmQLEQ5zWc+RWf5Oe12Gk2jRlRC9NKEsNKVPIeRQKVbo9j42NLTzPR9N0kkQhVVJU3aF9Z4t6oBFECb5bxUtUwlRjNXeGa36Bm16OJJV0xzE394esbH+HllqhNv8gGcNhIGOO9UaI1ev8TrjH80GTfVulMDvN6cGrSMvhuVd3UcpzGGH/j2W0TxUN0sWz1Fv7lKROmoDQUmI1YhwOqI0iUifHeuY426FFOQ1xdRc/DkGJEKoEX0MRh1SDzf4OE6pOsR/xa8an+I61zKVxHd8f0NkXyLGDpmiMQ59A08gYWRaVDqoQDIYRr+uMJxL8IMLsH+DUb6F1O4SjMdFBg+NalpgYL71rhQX0VZ1rSsCAhEDGLBcW2I4H6MMe42TMv5d1PNVgFocgGlGw88iRRRodrncT6KiqQqgIXKFQiFMSAeHmBt0rl5C2gx9HxBs3UZbPMHaKNHMrGJNllDAkL3VKUmUTj6UrF6DXgOQwyqXA29TWGMZwsz7kul/m17VTfL3p0DvYo97YpB9Lyk4VPZcS75UgOOTAxiS8lnqspx5fjvY4UFNC3WDbdVkTAZPpHgXtvYXaR5HkdzY0/mjP5vlenn9384+hZv4nH4X7Ef8QQvwqcJFD7c1fBv7G3ccvc3hV/oYQ4g8+jB7nhylv3vkQ7/mRxgYDxqqkhM739i5AGvDoOCWoLBHeXsVTHQgkX5zawqr3aZWLmLFOvzlCxaDZ3GEiU8bDp+TdYdd9gn4v4fbKF3jqpf+V1dYBws7hnTjDmcwk3rWXOR7cZihN5KCJM1JAV4h8j3CjR+XIIg1N8CQlqqp1uMjuZmhueaidgK2syrifcHbWRFeLDPUMEwxR5pb5hfAmv5o8zG73rSnObjsgPFKhsfgEkxf/kJnSHOt9hdvZd5Z26mOY3/xtxNxx3Ok52obOubTMi95LzK29QveRJ5lSBDujPj0rwtUt+vGAbFIjk8+ztHKGyA/Z2blNbWYGPeuD5ZM96BEFPs2JM7i6wmZzxOUtjxO5gMXZGVYPRvihTZoeTkK6qvJt4zxf6DxP0XwSRTEYknCn5FAqPU4iY1ypkKYS+5FPkLvcYMZJGGTzNMhR8OtsC53kPgSCy45Ka/Tek+B+J+So6JGxA4wQeqHHgUypJRX60YisruCpLtbO8/TdeVTTJS8EjWGbmXQGZWSAIklThXE6xgJudXZ4Vj+Gr2lcboKtTjGZS5GlNsM4RZMu7bCL8AOePfp5hrsefpR7RyKrZfPc+PTfI/vbfwu3kMNzJmlMn+ZTeo0toeFFA/pJioJGIzrkzrmag61YmKpDZ+Ch5WzayZB8BNODlANHxVZcBqFHRnMgEYecDg1OFY/y6t5FVFWgSIE/9hk2Gigzp0mvf5f8uafwb10irm/jTp9maVbwatBjJCWuO8VUFKFGMZqMUPNl6LyR2o1DSc5U6AdvPHdpZ0hr4FMOBT99rIc//QgSyCUFeqMhVqChaCmoUNHLHM0nXGtcQVE0CqlGj4gMGnYUYKeSF5Q80aCFpWXw36MqoAg4YdTRY4NW+t6Z4Z8EzKo2/yBz5gNt+79ARQhx4U1P/fJdn1IAhBC/cD+UsLv7+qqU8s+9z3a/BPwah4LUHxj3nendb2fNjwMiDHwgJOUZmaUcmmwOmyi9lIvO6+VrwZX8o0hD4qYqaaTSqh+wu3ubwaCNPx6Sz0+SNcr8xOArjAd9+pMnOVj6OAszDzOfmWU4Cqh3Ii4ffZQLiz/H1sSDdLsez3Uy5KIOmXNPoxk2Z1ODZ9QalqohB11k6NPd28Da/i4dw2avn+Pp4xmEkeVWr8mt0YiMdNianiU3M0N8Dx5RKWNgDFuUNl8kXrvCDfcMipOlnNWZzqtvSYiiwjSOEmKbMMpNU9YsXsbn9MknKcysUNzdZTf1WB3sEiCpj5ps9HZQsj5WIWF+4QSGaSFUyczECZI4JYgjrg/rXPBLTMSHFjm7nTHjIGYp2MQRCbWiTTFv0xwcdjTUByG7J75A/8zn6aytIwZd8kKn5oV8z2/wnbTBl+UBl5M+qAoPLWc5M7jESjampPsIN08iPpgNjK7CQ/NZ8o7GmZn39ktLgQcnBvTVATdm59FEiYLt0pZ1ViJB6I8xgjE3ak9x0z7GxZtN7MBHTU2INDAkSNDyYyQSHUG1bTC9s81UNqBT94lGAY9reZw4JmvbBDJEppJOMqSEx+7GFiuTDhnzsEnpdVy802FoVxDBGHVmhfr0eTJGzP5owGNkOO3MkNEMEiEJNRvULCfyy5ytnKBqlFBVQT8YsDtuYusW5WKWRWHhJR5SpqgiJe0f8gA1A/bGDQw/YD7S+OR+j6ebA+TkEZg9TpyfRnUyiCggmVjm8vn/kqjdYRQOmHdnKFs51EyZ6jBiZ5Qy8N96sxGmoOtv//0ku/2Ihdky2mDAwpWLqIYDOkxpC2Ckhy7o6eHU2Bh3GBCznQ5oEuEB21ED33SpKCYPZjXKpQyupaOm757BpVJyuZ5woWUg7MwHGlM/RGi+rk989/HmgLfMfUiLCSH+e+BXpJT/w/tte5d29rW77/nA+MjX9IQQ//VHbfr3Jx3/96f/Pv/o6X/ATy9/iUWryiO+Qbb8GayWxyv6EQCKlqR45+topTK6MoHi+LRbe6ytXuLq1ecQYQZN5lgrVfi6mGcYpZQ3nkdEI/qTT9IXIZO+g+GNcEaS62GOydZ1Xp78JLpI+c3tHKNxTDp/CmE5OCm0wxHCzSINi6Ra4+bcSdzagJOTGlP6GD+YYFHUsLUM15I6s1JjrmqTy771TtQ2VBa1HpPDNdQ0JpGS2p1vsHn6P6PRi4lTyNpvTC6GDDmYfozOxDl6SsSryYCuoXG7lMV2MgRpQpOEsWVTHMfMai5REhHbPUR2RKL6aHbKzMIyuaLBKNNic7DFsjSZGu6zb8/SGkSs1kccn8mwKBs89bX/K0eNAYaM0N9Uv/h23UDXVUZmhTSVpN0WlwYep0cpIw5t0EYKRIaOY+nMxntMGWMSK0di2BTDD0YXKjoa+32f01Wdqg2uLrDvoe0mAEuE3JEGcmIeNamhJRZxM4s3DNiIh4SBwq3OAWqpRl/P01EKNMd9hJBgxgg1Al0Sdwy2BtsEMmAq8tkPsqRDlWJZpx8XOOj5WMMuxmhA1nCZt4t04gQ9jDia7mEOWwQhRG+KFYMItkeCV372/8nz0SIDLJ4tHmNDd5nUbSaMHAWzyqwzgaEY5Nwiw3hM1nBBVSnYWaayE2SsDGXVoN/1KAyGnNErCBSwJFGxQ5RESJGSJCmuU+RKd5vrBZM4UvA37iBWX4ZwhJKv4C8/xk7uCDIKMbI1ZhULPYmopAInU2E36HL95Eks5a03axJoeW/iWSYRtiL45ELCeqvD1eEizZUzZNMxYzEgDYCBhQxMovahSICladiKRR6DWICNioFGO+gwjMbYG7d4SGyyOLrDnPNeGX5MR6tgC0lFDD7QmPoRwUMcCoH8ohDiFzlUT3n9/3t1c35WSvmPPujO72776P0c0A/qnJ4TQiy+7SD+KfDnf0Tkyu4Lp6fOM//QX+GJL/yP/IVPfYmv136WGwc+layBTYyaLRJJQcfvMx4ErBx5gGp1ljSJiRKfTG8D38uhaS75rMsLyjJ9d5q5F/8Ft6rL5FOPQdznuldiae0P2Z18CMtyqUcGTxhbBFur7FizrLd1hq1dareu4f3hb+GNety68SIz9jaOA7b0uOENyaR1LtkDVEOiiHkOVBXRfpWPjd+qI3521mUho3Bi3kboOlF2kmF1hexgj4mCgaFqDMdvXPBPDF9kZuOb1NQOvWjAK0mHq/RQhGD0xCcR5SpuCiftGk6cIxsGpKM2L9VfYSu+hSz3qM3Pc/qxo1DtEBhdmn4XYVqE2RrB2jVeuNWm76fU8jq1tIfT3eD0t/4h1YzJRP4NRZFxmHJRO0azcJTLDQNvFFGVFW4a1vdLe9fSHpZqIJ0cqe4w66Y8U/EIRz4d697OGm+GAiwYY87Gm5Qu/Bse++7/zFPLLrMVi4r71ktMAlLGTJoS39QpGxWSkUscgUWGI5pJJIZgTrIWZXjBryJ7bZ5KCkzJGZTQQPomwvFBlzT9NjPo+MKlxJiDdsiyMaDRDRkdXOPm4IBbUZf2uMuO1+AkDk7oMZVXedh7laKtsVx9a2b66lafbwRzbGdXEKUaV+tgHWyxHg/xRl3ms1NoGGSNLH3fYz4/A4BhQNHNsNHbxlVtLiQ9DEWw1xCMoiFBGhCkQ1zLRpohfhAw4ZQZiYgaJuGtG/T393jl6M+y2tcxDJ32v/9XJAtnKBayHOtdwsr2yNo5bvhtFMPGau2gdzuEUZWt99BxzpgCFJUoDths9FFlSmp7KFEVJzlNTS6goENkAAkohxZhmqIjUtAUFUUm6CSMkXRVnVmnhLF8hKTTQjMtZuuvAvdeBlaFjuPaDPUMrb2D9x1TPyqQUv76Xaea10ueXwW6d/+/l4PP2of4mHvbubwLPnTQu+tu2wXu3JWD+RUhxM/B9wNf4cPu+0cBqm7wS194gIv/t0/zlb/9Mf7xX32aB3JjttIeRVEl7JlAhOM4mKZLpPRol2bp+wZ7+5J9L+VGR6Vhz+B32jz22ou01voI8wGOVxIuWGeoD0LGusPlqMZvdxd4+fR/zmv2OWb3LqKu3QZ/jLZ4jHqvQS9JWSfPuJuCXSYT5NDGPovlGezhFG4wyVoU8+2KyelqiqPE33cZ6A58KuEe3faQ3BPPEGYniYVGq3aavW6AF7xVtcRbfJL+wqNcKc2wS8qAGBNBGZ0IQfbYOVa8iAVrgVK2xlascn63Q3nU5crgGjeDK8jaAVJJ6al1/EGTI7GkWs/zYvY8dXuK4HDZBb/ToTLcxCpmcPwmR5vfYTGvYd09+CAVvKwfZ1sWUV/5Q5pezKy/RmC9sc7jonEt9ujHY5yoiXz5d2j1epTyxmF28j4ouxo5I+WRG/8WZ9hmV5uCGy+w0x6Tc965Hrg43uTh9ndZMnJk7QpGauOnI5ykQMPJMhmX2d1qEQQpzUHCrVbKSxkXz+wRiCEQk+hj1rnOFDpnZYFvNAvccI4ho4CdhosSxKyGJ2gnLkaUkAZjLCmJO1sU2qtEUmVTncQyVTaaI1z9jal6uxNhyjHZ1GN3bRfNj4iXjiB0h36+RCADClqJCafCbG4aE5sgOSztqSgcK66wPdhFIGm39tCyWU5jszM4IE4jfD/CVAx0VSNIfEp6gZqicULJ0S8tsRvm2EvzdOtN3M/8WQoHV2h7Mc16i/OFAlO6Q0LE5rDJ82GfvDtJbn4JW33330qVEjvxqSUd2ugopkHR1djWIkb6JkESHjZTxQmYKap7KEGnoWIoMJYJBip9YEaxKafQT0JIIpYcj7NbX6GIB1HESu2dqkaKgDhJ0FQo1d7/RupHEXczvS9xmOn90ruYdt9XALuL7v1s/INkeit3nW1LHDrddoB/dret9EXuUwT0Rx1L1QxP/+X/nj/39P/IM2cfp1aVDL19jh6dZXp6hlDtkw57PFBLmCynZExoeiG39Dma04/QPPo5stWTVKMYN+5zfM7m5o7H1R2PjGtxMyjw3fWUi996lqulx/AzNZJum/aLz1G/8TLbloNZjphZCrnV2qdamia0cuidKVRFRVghhXCOmmFxItvh7/n/hpx+eOGfSrd5+Dv/CLd1C/vhT1JSBgwL81zaGmBoUHR13iza70of9+zD7IgDngsPaJBgoLGb+szoLrphM2rsovb7yKjLZsNkM4z4/DDDf9W1SaMmF3svcSH4Fs82L3B5vM2y6tJH4Yvm2vcVYFLgEf8KE8EGMmdTquV5fP3LfGr918m8qfv0a1fa3PRcnpv9SbRwwFpbY5BGEB3mek1ink0a9HUIz63QefhpworJwxMp+buVXuM9fIYKrorWr5NLukzYMYvJLh2zyGRGZa/zTv1OozpLe7LGS2mfYXhI3K5aFYxChD4eooghv7dT5I/qBjEwce48lhbQjtuk7hBRGdMbjbjlX8NNUvLjIr8dP8BFFmlZE4RDj6ZYZsLNsWjpVIcOTW+XnajP5OQKV2QVq71OmK2gttapyjZB8kYX7oPhDT4x+A5HZi2MRyd5OHuZfmMLL1Iw/Cy59hxVfxm1UaE6OEESqCS+Sn/kgdRRhULZKVNEZWtmFv/53yA/EhRVG1VRUaw3lyEFV7w79Jo7RLdvEvTGfL2d4Tv5J3lt8Ysc1PusvfQae6KAef5TeLs3eCXukUWhE/YQap4kl2F7Z4ClqSDvbZHlJzBWTXp6mY+5XboIVPWQVtQcaoRxjIw0RHUEaYRUEkbxmFE0Rgt9ihHUsCkJi0CmLKaHNXRdUelaEyjBmEuVx0GDKJWItw8XeRhPRb/BxuDHkx59N7v7rJSyKKX8hx/Wyu1eu76fjX+QoPdVeMPZVkr5N+66qT/KYVvpe3be/DhDCMHHPvY4f+tv/Td86Utf4m//7b9JKT+FHU/RU3u0xCSZu3fevpbhtdN/massInZvsZPmuRhP8d2DDP3hYT3n8s6YuDKP0dvms/HL/NrlgG5hgZuLn2V17hOsZSwUNUM5msAaTnF2cpZWb5Mo9oj9AJEdE8dg/v/Z++9oSe7svhP8/MJHpLfP+/IOhSp4oNFo3+xm0zSbTStKFEdNUhrNSkORHFIj7epII42o2bNnLcWmZrTS0cpSJEXP9gYeVQAK5c3zNr2PDB/7x3vwBbRvdAPvc847lZEVGfHLX0bkzXt/996vn6SjyDxt+CRPnWZetznsLpNvXCedTSB6HYLGDsqwR1dKsGULXB8qHRdNAl2GnAGhnqSenMZRDGb9iHkM+oSkJZVG5BIFLvXZGQaqyxHP4D2ZHKJYZNj1+Pdbx3j31ZjjkkEn7DOGygIGRaESmD0GfoQmdi/bQkomr4cgq+j5EVqjI7RnTlLuLqJ5/VfN+RdWXJ4clLi+6WDkx2gTgvLyl88KHlejPraiEKVcpgwdp9/mQMLjdGZIQntjo+d6IQ/kbRJ3PoTZXqM1eYYj3cuIfpPjk69OWshpIWetBkdyBZAMEl4RBMTqkI7foNfvoG42OWVfIZZUVFlwRq0xFcloYYhlaUiWS5joogAPr9RYf+4ikbxr5H0fVuQx6p7BmptkugH9sIMQKl3f5tm4z9GRFCfGTcx+HVvJ0FHyBNGuIcpZKmcGFwj0DLpVh6hJ6tjd2NkFqt0UolokHBjUbtlUbtQIGkniag6xOY5bTUMI3kBmUs+TcyKutFdQ7/wo6Sc/S7uziu+7RHFEGIc4gUfH63GMJLPjd+CPz3C5/CBhELHZcsgM69RaHlt3/ywk8kxtfIXxsTlGJYOi0AmDAT1njatSni3H4GTzaRCv/0rTFIlw98ZjTPfZUhPMprIUmy3uySdI9Fvg2wgtJG4ayPkhrjKg7w3Bs/mYVMSwBxj1KiUhURAq54ImEhLdy88wGuxwI3eMYacJCOJoNxlGJeDF5mR+vPtI8fr0/TfP7n2Hk/1Ov+brMnpCiH8mhPjR1ySovFZ9HNjVq4vj+Hdvp367z+1RFJmP3P8Q7z/7ML/y4N/mN+8v0u/veghbbZe2E1NzVVYO/SDvCc9jtzw0AgLlZRGY5ZrN54ND/If5XyIzOsZzLQt/fQXF61CYO4M0eQzHa7LacmkPJKanTJR4HCfq4jZUGFgooU5KTtESHkHU5AMHVP5a+go/nl/GmpxFNnT6j/4FjMyyMvkump7ADSEMwY/ADaHrwJH+ReyNR4n1iFCRaOHTI6IZ+RgR7LQr5JtdlrQYzW+S6FznQGAyGD1JMakxLC1wTx9+iBLzJHi3XMITMLm1xnD1CunOGooATZa4y3kBaXyG7txBIjMBBycoDNYY2q9OFug6EVe9NE6ryWxB5c7IpCi9HHqUAJeInuRRi2Ps5i1qV79MuQjvOl5iIq3d9mZRgLvNBpz7M+aPzdGbPkM2aaCPTnLfpIIfvvpH6AGtz2Y/4j8F2wgBUrYPpofwdJSBihIH1A69iz9PvwdVAj+MaaoZnNhjx23iah2E7iHpPhOYpFtdrh/8GPUXEzZUnUA2URS42lJ4WjpNMOjiNzc5IUz0ao1Rpc+SOknPLGDEHgN7SGovNOh4Pvqd7+b+fJtn9YCirCArMrPGBFmyPPvkl7lw/mkq1eus3LzBuXOfYe3mFq5nY7tdGqsRjV6fqt8lkBWO+hIJdwvlyIOM2x6XmjdY664jCxkvdFnpbNLExxx0MMYO0bJD+n5MEMLy4R9mq3CS9vyDmMIhgYcrYo5IKTqxw5broIiIVKTRVRJ0Dr0bKXi9bI8XRAThrjagHcIdcpNC3CSeN7jRTDFMhxhmDqH7iIyLlAjwoyGVwQ4tt8NGpYLZl7m/MM9hkeK4kqaEwoRskDpyF47tsmIdZMqMkYXEdtvjaMbn78xV+fj4ywuNs8NlWnoZXdVeN8Z9XuINVRbeRH3hU9/ICb5eP/vX9/6NhRBL7AquflYI8dtxHP/yN3LCfb42R07fwVdO3wFAGEX8+blrnH/2WaJiEcluc8g+h+QlWVLu48U4ymAvW/pmM2JZJIhTFkb5KDlnm/qNy3QWetwajjKdATndgXaJrD6k7cr0Bk3Shgl6SFmdYCW5TsEz0LMRM8oWUWUH7Y77if0hQSbP2lqbL11v0rRj0vqucnvHjpHYbS7lKxbd1DRx0CJIJpmVdPpRjyYufuSTS5ZwkhZ3CZV+Icdkr05rZZ2N44/gyy5eJDNmFdBVmRweWixYDAY04xyLMycp9E2WPZjJakSrdYK5afKZEkZxikHso88f5N2FIn/4mmVyTdU4N/9xznRf4FLJwY0hCfT3xn0zjphYv0qQnSdhNJnJVyn75xnad/LJBZMv5/N8/sqrszkDQJfgULxJ6/p1jkZrDNwAY+w0Tw0CWt0uu6uPuwxTI4z1L5KRLBJKAkmOd7MxDSikk3Q2NTK2hm5aDIXEUaNNZuM8T2Z1Rs1pKoM6JWtXLkgTMUYmQ9BtMJoZZ6fzcii168COLPNAbhl32yGZUbkYdUmk02gbdeTVDtKB+1mv2cihTy80MVTBSFqj6Ddwyhk6cgvZSjFrpKhuDFGdDOPToxQSaSRJxxm2aDa3sO0RpDqYmQT9Ug1fuBwKZ7hFhdTYCMbiKtfDYxT1qzzjt8lEGZpOGzf0CKOAGIFw2tQ9Dak4Tb7r0HUidrQSV7L3cK/dYnLtMZQzJ2kFLo6qEiKYUFVS7gjCmsAZeAzDIbqRYBjcPsQZIcjKDl43Zj55iea1NOnT0JPShBtfoXfkBOlcmq1hhfX+BiNKmkEkEyoSkTJOY/kyGwdGqPgOZ9UMrdDD8jxWlTFmBotcjUcIkxJW5PNuZQW90+WUv4g1dYJ/t5JkxxxnTA/ZdG8/vn2Ab05l4de+kRN8vUbv9+I4/qQQ4gzwPnY19X4RXlqc/DTwGeDzcRx33/gw+3yjyJLED95zjB+85xgAg+EnaX/mD/CuLYJ3+5BbEMOqNcdZdRG1ME87Cau1MqV0H09sUlRP0lMUdtbWyaYySG6a2AxhoCFJSdQ4YiVj43ZuMD8xSqd6C6VUJlAVEqsyqbUvUJjRqPeHOD503RhThaEPioCWXqArBcRuG6EKtiKbBIIYQUpNsJQS5BWBKWnc9LtYM3OUy6c5341wYp1bl28xmz/GuObiENAJA1aCDncWA2JhsfnFWxy78yDxsEdFG2UkkaYhhZTjEFlImAtH0Vq7/RdfiRfEHJQbrI+WuN+r8oLqU90LPynIOPGA+tQUuSikHsI9W+v02z28u47ib1UZRK8XlTVkKCUluqkZvFBHPvxehshcauu0Auj5Lxs8RYJj7eeYnQnZiWIycZlgJ4VkOEhZh+5wSMn2GDjbzJTH2diKSEyP4oU2HgpVp81YYgRFyDTcNiIOuFxXOW/mqHZev3aotndY2GhwS43pGjrFWpWgWALdo+YrKGaCsu7hxA4aPap+inJG44CzRUaZJgxswiggjCDqQb29RWW1zoEHj1AsWgyHHRKJBJ1Og2Qmg5GX0IwUw1BGD7aYlkxq25tYxx9g6uYG7cAgRcxibxWxdy2c1HPccqps6ZDOJmhuDfAiiaMTSQIv4MD1P2ZiwkC/82EGZZk4CpiJU4yhYxNhtjbZGiwzP/EjfOaKf7vo5svzLyCnSYSKxcTcKZTBGiteGjteYnR+gaE/pBF6LHZWUYIBwXqXKDCIzLsI6jdRCRiPZObVHDlJBc9hp+1ws1/kYP0rvDCyK+v2UHnIXH+J0EiSXnkcZzKmmHwY4TkkNJgL+m88yH2+Z1QWfh1eCl3+iziOP7iXxHIW+A1gAfivQGuvN9pvvxNLFr4bJEyDH/jhn+IXf/1/5tl/8F7+H5+8fdcESUics06xutmkVW9zesLhQD6DrXhUajJ6/Ra5dBEjHMEduESuhB9IIMGmFDNwBgzddeqWRr9YYv25L6P5HsHWMu30NC+KgUd7P1qHe9E1KRxS67osBRJR2OeQZPGj6gQj6ORjlefDNqckHUPkuOB36UU+q7FNGLjshCaK71I6dQeW32HD7fA5r8Jq1Kc57HFJT/K5TRl37iz1WovZyRwYKQoT86SFjCzAjkLkTIFUbN92Xl4YJEh6fa5oAdErksslQkwE83qBvqqRFSriwBFauoxXv4KbyEIQMF98dWbeZN6gulPHql1n4tqfkxyfIF8uEAUBlhziv6LQ/9SYwbIoku0PiHUTfBVhRAhjdyW+5TZ4Qdh45gSFpMJ8WWcqo+AWM2hxjBO6tJ0O23aVil3jCFluZM/QC25/G9cSk+Q2r/GRTodjUhriABVBlBindej9CEVFT6XoolH1dzN20nKE2VxDimM8JGQhkAYGCb3I9sYms3PTqKpPu93myJEjpNNpdravY6QVWpUagSvY8bZZUXwW/R5+GKFsrSG6XaYclSk/wR2kSatJQiK6YUACGcrjNAhI2xWKSQ3HDRnbfIp7EjUGuSkupo5wrdsh9F3C5g5JSeMOOYs8UiAtNE5FG/xAucGYX3vdPFiaTEaHBw/nedecycONL2M4LcatAqe9OkfTCSp2lXp/h+XmIsnAph8ErKQlphMLrLoZzldlUq6EFQh0BCoC2Q/Y8SwuKwf409IP4BtJpgyPQ4kh3Yk7Gb35BYrt6+jbV5n2NhjVbHpuxGjm9T+e9tnlu6Gy8HUZvTiOb1s7Ecfxc3tZOC8awReTWBbYdVH3+Q7z0OEyz/6D9/LsP3gvj/7aQxwb2b2hrmzbuEFMHEmks0e44UjUhw2mjWPcPe0zIgYkhUrCTCPLGrXKGkO3g5J1ScoWtqXSyVtcz5u4D7yXzIl7WFclGvMHcXKzbDZ2O9e/tneLJ6ksdyJmlA6unmIzcviy32AOg1Mdj9GlHdZeuEa2eovjapq71DwPygWioUdtfZsbNxeJezUuLC/yeFBnBZeuLPNI/gCSnCEpqyQslbmiidxvoe7cwg98BkQshzajkoGPTLtRR4Sv75BRj1P0vRgl1LEHXUZRMZGZEyYRAtPukXUGZCWd0BsyIgKml65QCzQKcYfN9qvXjPpDjztX/5haaBHM3slYWCPyPMZGC+TWnyeh7a7pCXbXZ7NjRZ4vljFEBicaICyHyJeI5YAo8rlTK6I6K0xd/mMq1RZbG9vckBWGQtAPbGx/iBxL6JLCtMhwoP4EuibfVtpG9Qf07QDp5FkMIaGOTHDW1kk2NyiGDS6sNKn1HExJgLq7vtnzBZlCmj8PK4yoC0yIQ0gKhJJLHLgIPHK5HMlkEk3TOHr0KLKsEHmC0YkxFD3kYGIEU05gGBkUI0mieIjMs39MOnYZH0hsDOo827xExvdY9KtYSNR21qibGc6UIsbzJqNZFSNf4i8y70MatjjQvc54pYmzvUnfMhkXBlEETi+irMpMNZ/AzI+wrRRfNQcScHoqybsO5jjZfpZEd5PU5CSB3sMTA9b0Mm3Hwm/s4PZbnIwVckJlfGuLQHjYtgGbNynIDjtRhvlYJ4pDwl6H7o2rfGEnwa3VCuWgjiMsehjYty4xfuUPyW+dRyEmGTnMjOWoBQZTiRBn55spRdvn28W3tSPLazzBb6hKfp9vHUvX+HefevAlI/jfPzxHK5lHtgYkRR7LsljathjIHpXRKZSChaoFhGFIKl3EGToEQ0ExWaQSgaaa9IHLDFHTeSaVBEbXZfORX3qTFH6FvBrhehksL0VCaGSFwp1SCqMwT3rQRtEMtFyZnGKQDqFSD8hnND5qXmE9cYRKRqFbAk8SBEAnjvClJEtKg9nUOpebMluuip/Io8Y+DG0GccCI0JEB3x6QHlTRbzPGny/exDJViD2GRoIqPuNCQ4pjptC5GA/oqAaXcFCm53FLp+hM3smgO0D2hszpQ3TpZROjyrBROIGdmcKWdJ6Wj9CNVTobt1DnjvJgdI2CqWBqMj+Xu87o4CrTvSuUjRLZRIqoYyBpIXE7iQw8YVdouBpj7au8K9lkOqvwPqvMeLgbqm34bW50l1BCn9X156kd+SCh0CilX+09TAyWUYgRx08SxTGL8YAzcg4rk4KJg/hDj64vsD0Y8HJxutlcRU+liBCE+gBhutRX+nQbLSQRk8vtyk4lEgnUPUOp6yaWnkMOVawgQ6evUK7ukHSH3Ll0GfPiH5GenQNJQtEjZM1kQUpzza5xVsoxJSwc0+BIvUJUGEeR4MB4hrA0w1TcYD3OsaTOMjh0nKXRw5hmHtkPkCKNlGMTJl1SIwt89Iu/wo8Wd0jrL3/u82UTVYGHb/07Hnjitzj09O+iLF9AaTd5rBPSeuyP2azk8AcKH6z2eUAtMiZMRqffy+ngIKlCjtrWNlMbTzC7+RidShM9UBis3GR5aZMdOUdO8VjKnyGIQZLAPH4vmcH27nzaLazKNQophbIR0A8lZuYnvrEb+x3KW6Ky8I32NPtafLuPt8+bszCS4X/4uZ/h7z74P/L33/3TTMv38tARnZQ6iVW7waq3hKQLnGGbSmWNQnEUIcX0vAGyprMcDXGBEaHTUCQuiCHtkQzlx/4NxdQbh2hmCwYHoipnwxYMBxxp9bEUg5RdQZs5RFSawq9ViIIAFJkDUQNJgopSxpBD2l6Ci1aCFXnXj1yLOjzmNomEylIskVZh0Bui6jqF9O4lvB145CQNiOk89xQbDRsRv76HaLPRoHPzFl59nV0hI1iKhywGDl0CSoqJSkwhDOlMTIHVZUo0eddCggl7hfJwk0xv/aXjabpOanyGnN/i8ti7WO4IerUt7KxD0tKQdJ1cWsMc1HgymOPQAYnx6WPoskbUk5C0kEh1kXM2ncjD0wVjWpvxH/xx7nUukg47tJrLvLK0y4k8BDGt5LsYvfAHBKFPFL3a1zt1eIxDZperuTRLXpcNXJbjIRDTU1K09NxLyU+vZIkC3tQcmqxge0OMKIGExsbyEqpqkkqlCMOXU+4ty8L3PdyhC5FC13HJlmXalsyIkDCqFayFI/RPf4RQS7E1dBB+BjMKkEKXjmFixwHZdI7pfJnUhT9DJUSXwW532BR55jQb3CGZWKez3eBa0yd97RJPRDZj6SwT9Tbm9lVShQz3bn6GU9OZlwLX00UTpzdAsTuky0XyD3+Y0QcfoqyZfLC7gb5wL0etgG7zJBvDCVTX4eT1RWb6LqfimK1hEkeYJFJpzOkDBH2by06Bp5WT/Ofsj3Gzb7ItcvSC3bXbnBQwufQForGFl+ZoomCw1g45KVc5lfcp8I5UWfiG+E6qLHwtT+8D3+gBv8vH2+frRJZlfuzMffz0iR/kE8ce4cH3/ipHc0fpVAc4Qx9nOGA4tBFIGELHki2OpOdIGHnG9TRCxIxYJYqayc70fdyqvvFifN0Oebw6gxAH8GxIVev0P/NfCXodNqsD6mubSHFAPOihCAmtPI7XbjMxmqGkDZH9gLHENIU98dYYmGiuMyuZdHyLcbnF6WJIIWjSiZOoUcRDWg4ViXjQ5XFvBjc5huE7rxpXQvEY5OcojBaZKk9TkmUSyKgIJmSDHCq1Xp2cpBJ1Gugx6EiEVoaVfkR5dpLieI4EHkq0m4q+1RryOeU0xbiJWLvJtL9Blh6SOExFKtAbesj1FX4kPse9zS/QCreoWSUsJ4/tDWj36sSOAapPVtKpOzFxbgQRR5w+O89kMYXc95mIXn2rltA4Gtb4l8YP4wWv7jGpKxG1nQaBqjBfuUE3jEgjcyXqkpcNGrU2q93be+rHprI87Xoshl0szSByVXRTZ+gMuPPMSaIoQpZfTs7pdrsUCjn0vc4zplDwd1xuSENkD+TRSZShS1H0aVUq6OYYOk3ioUfGyOI4fVRJ5mClxyKTrJfvptcb0HMjRGWZu7NdbvkpGk5IzVZJZQ9ixzHBoTspX13m4iCmqYM2NoYxdZCivc7M6hfQBKR1mCpY3BteR1Zk1GN3kRgdwcwXSKTTSHP3IeyQjUDnvrEIrzRH9fJlwrU1lP6QG22dW3Wfe6wmar+GfOxujGyeepilkjvMl9wxGpGJp7xci7ntQW/6HrTnP8swPQ6AKsFHxvvclCe5ugOXhpmvdbu+o9lTWViM4zi/FzX8F3tlcL+79/iTezXhn2dXZeEb4mtlbwohxH/6ZgZ+u2Oxr8X3PYOuGjxy5D44AvAQ589fYG1zQKyGpLUUaSNN6A7oqDHrvovmh4xEATVZoEc2b/Z7yY8l5vIhF5YqnDw6gz2XQZE02uee4daRjxMuzBB3v4RIpJABt1nBy0+T63sko5Bmqs8JPeB86CMhiIhJFEbp9QTZussWHqezgkFihEg1iIMIRQjCTp3u5/8IN/MhXCVFK3i1AnxJcpiTe/ipAo3BIgs9n+VSinVdRt5cJzV1gMgyGHoOw8II1dgjVx6j2khxaLAIusXjmw5GeYrZfp9bJHADCBtbnC8/wpqvczz08a006fU13nuwxo3gEjXlXcj5MguFNkZ+nBfcgC2/Rm99h0JxhO5gQCD16Pp9yrLGCd/G0mOu6QcwVlbppwyeC3ovrbsJ4IRI0Wr1KTVaXEy9eh3LCH26VpoPTA94wpxgWhlQiHWGRCTqdTwtiTh0L/qlKq/Nnl/a7vCpUpanqGAoOgRQXamjyBIb68uMjIxQLL58Psuy2NzcZHKqjZZN4GtV5KjOqEgxYoZw9gGKsYoXS4SJIaEMR/VR1iyJRnuLU8kx5gOZkZEcaanH52t9hokJrm52uH9kBFPaYUyTWWkouAE81cjznkyTzzsD0pttpsyAIzvbqPedQM+PMJbK867NLS6UH6bX6vPsrRo/HHQoD1ZIzX4UyUygqCph5NOp2aSTJo/I1znXKXO04HAlGEPOFrmh3cNq3yOf0vBLs/j+Ks3NKnYomCu0uBnMM57psdV9daH5nOaQ2LlC5fAHya8+s/tkHBE/+adUEp/gTqXKWjj79d+o7zBeobLwNZtOx3H8W0KIWAjx9+I4/t++3nO8qdGL4/iDX++B9vn+5uzZOzh7dvdxFEU8uv5FrjkNEqrFWjgkoeiseD1kaUDfOIEaB/ji9jpzF6oRd8Xb1OhRWblJ4sAxxheOUVMmWMmeJt3dwq9toc0epBsFGFaS7aVrbCVneCh8lqfE3bhxxJReoOI79KIBXx52OBBOEY6MUvDzhL0ajpLB8QWhM4AwR1zboTcIqKoxU85lnkpOv2pc49vneUyf5Oy4TyuTRErvqrKXKlUOTpzlmrfBpG4SqDouEWYQcCJZ5sa161zL30PO8JiSd2hJk6ynx0kF0BuG3HBTPCgZ/OQjUyz3ZLruJGdORpiDVZIHj3FwvcYJf4lMKoUd+myLIcm+xM5SCyErlLI6mqLg2T6SZLJk5Dna3CAv6bTLE4S9DY4IhWvseq4ygmHko26t8kT+k/Dq1qcUk4LRuMOgskW+1KG1fo3O0aOcltLoyQRN19wVlL1N9sto1mRn63niSRVN1onbFiigKhbD4ZB0Ov2qUKpt2ziOQyZToquuY2RivEHEdKPHsGdT9GPiZAa/0eZGeZxkHGK4LhIR70lMoigGT7jbfKwBa64PsUy1Uufhew4gmdOsdCTukLaINJ9BZcgHRyS6jkTJTtE59H7UlS+gnDiNbqUgCOisrtJJnuCuUYmnBgHjYY/B9Bkq5SyzloSiqkS+j97vcXSwiSWV+KNbGlF3hXE7pru1SS2zwJKb5JmdFkekkHtjGzFzmE7pIN1QRnTaJPwqla6A12otWlk66aMMh2Pkt15gqKYwAo/FzHHGJY+40+bgwpsI7+3zgTiOv259vDiO/8U36ph926WF9vn+R5IkHp55H586+Uv8zNG/yk8e/Bn6vkfP65KtVil2riHUN17Ta8h5nu0mSZXncdWTZDtDBl2bC26ZJ5Y6zDQvYBw9TUiMF7pUmzad608hiZjkwjzJoc8Lw2WyapqctRsKKmVSNISG4rSZ6VwhvvI43VBleea9hNtr6MMhUX9AMHWcYaxyZeYHXjeuC+nTHFPrtKQBpuMx1eiSdyXukFOMdHYoBzAnLByvx5gQPBpUCJwBTmIMrb2BVa1RiRKMBRVSpkpvT1mi68JX/Bke/fMnSa9dxBv2mYsrxMkCkZnmkXwTz/fwzQTn/C4qKqPmAiNzBfIjWTQJ1u1VtEiiLw24HLT533Mh1+izOqxiDiJUxWB0r8j9UGxw/PIin0796EulIq9ko+0SpLqY+Rx3Bxob84fIILMZOWwHNvqFz6G9QVeQpUqPQD1AQrYoGDmEFjI2NU2zt42mpWk0GkiShO/7eJ7H5uYmhw7fTSIjKJQ1TN+hqCbxB10mu32socvq0GTHSkNzlQvdHXZ8n4M9hzktxYrbwUKiUUgSJfM8548RmGmeWepQaw2I166xGQ1YaD8PSsQXG3lesHM8tupTCyzSx+/C2jPCYbNK7uABUjNz5FafpKQHZAsZFKfHBA3i4W5IPgRMM0U0fYzcsMbB9a9io+DlJlg6+RNcl6a4vN6m70UcSMWobp+2lMXrtckaEgM9z6PbEtFtxIUVXSNSDEIhEUchURzh17fxUTlZf4LHtTsIwq9Po/EdyveuysI+7xxGkyP83bv+Lr/x4P/CT338X1IbuQfvDbpeANw5k8LIZbkV68iWR7vtcc6b5svSEcxslopaxg+gE3ncjF0ezwTwoY9SHPG4JXtkrU0kLWagSAx9FwnI+2C4EYUsXE0d59z0D6JEPu3yERrLq3iVTQaSwbXiWex+j5XG63VmAjWJGJvnOAo1VeWFvMlN3eNGwWJMtrAwuOQ0qeFz3W0RAfbAoRg0WXCuoJYmWag9z8Rwi/Hsy0ZfAJfNo0QjswTjCxxKeTjCoG8VKBRz2EaR0sJBVs0YJU6SklM0e+ukSwY3rl1HeGkW0lMEqkQyDqn1lhkCS3KPnBnR6dToOgZHRJ7ZWpf8Tpcnm2nWa7fX0okUC4w0nY7Nl4rTyFKKY7U+R6odivU6kt3B825jLYFYkulaOokI3NAl0oeYOZ+Z6eM899yTlEolfH/3ta7rMhx6mEYS0kPqTo3rS09Ra68zp6SQBwNWqj4vqId5QUtxJZ7lUCpHWs6jqQYXvQ66JHGJPjdxabUH5JUQy9AopzSS6TSpmUPoYoRrIw+ylDlFerBDvzfkOeUwI0GTYadPuGfA5fI4UbfFWOsKVuwykYBySiPdXsRcv0DovrzGG9Qr8Nn/A//8l2hoRcx8geXFbWbtq5Sqz3P/jMm7DucYOB793AwLBUFYmOXp51ZYPn+RrKkRv65gB25u9WmbI/j5WZLtZYSkIOsWrmpxM3kMU4aad/sIyT7A97jKwj7vUH7txx56qSziS3/vIT589NVtWDcbDqqeYHZljVDT+GKzxONrARudmEbP5WI4St8oEhIROzZhbY14+SZ/tq0yH7gcK8/wsexx/DBg1NyVYRlIAs2ssN5MEvgBrpbiWj0krG7QJklnbRXbgw0/wVryEKVi8XXjLvXXiHdW2FiuUgwlxDCD4mYw1meJN1bJqyqe5zKLzigaGgIvoTKSNVgvHaK+8yw7U3dzLXmI3itigzG7Kt0vuEUuD/Kk+lt07IhsdwNJBW1yActtcErNEmsKlWYT3w1orfhk9DxDMaBmt2n5HYaKTD2booVPhSG632AwM8rcsE+wXadszHOgB8+Nvo+unLmtqkApbmBvS9ywTBbMmOOSQmt7ief8Ho2bF7DGJmhV6rf9bDd7YA92do/re9iBTcd2yBVGQMAXv/glnnrqKarVKtVqlVarztjcGEKJaG5fpS1C7mnalLUUTzmjeEObra5H7doWcrGBxpAoncVJTBAlC+zEAWUMbM/mDucajYHDZtvj4loP0WuihjZWc4Pj0yYPZluoaZWCW+Mhc4u7n/9dpv1F4uTe2u2wjzp3BDHsI7wBl5sSW2ubWDIkUgmirbWX3mfUqaOmSqyVTmMevZO7ZgyOZ1x8L+DsoTxPrdrUui5uECOGHbpPf4lkc5nxiVEym+fZuHWL260O+SFshCnG1h9FtVKEusG1Ez+FEnrc8BJkTYlk4p2psvAd5LumsrDPPqRNjX/6idMvGcHf+8WzeH7El3YMblhHsa/1WEseYTh2BMcNWGt4XG0rfPVml+VhD99MMxYpXDDOkFB0pkvjtBSF1dCjYORBxJiyRSFQ8eMZTo1L2G7EdF5nLKOjpLN0Skd4duwj2GuLeIqBqyao11/fuu+QfYXC1BjdmSITfgZrp8WcLNgyVqmao8xqGRbSJSIEOWQCYkIJBpee4VAmTX7sDKap4oUyQzckqb94+8RARNMzKKw/SaUnUKSYXm4aW87g1CqE3SbNThVF0jB8E12HodPG0rMkRAovDElEoBOTR6EsNO4gyTAFlx0VVR5FK4ziujp+8TCzL/xHzpoNCIbM8mpR0pRpkjAMjCDH5eub7MiCrdn7SCky8eH7uNUT9GTrdfPzIn15ghYhs16EK7fQ0wHZsQSTk0fpdl1UVWV5eZk4jok1Hce2sfUqA6fLjyglxIVLnL/e5lJd5TPZRzhqNjhwzxhmZHGrncIbOAyrWxQ8mYGiMo1O1kiR1CSm0hpRDKah8Ew1ot11WfMM1qs+G05I2yxyohjx3hEb9Yc/RXesTEMMCdt1YiExDBSS/W3isQO8b9Ll+IjMMD2CnCkgT88TRyFBu0ZcmiSWJfojhylkTZxY4vGqjDdymOJYiR9J3OSHbn2aYaxTm76fq4d/jMVBkmjpBa4c+jhaMnvbufMBvXoTW05gjx5EjRzkbIFHlZMcKRmQyOK8wyoWhBDZPf28Twkh/rkQ4s0al2S/iVN8Q6/ZN3r7fFuZL2f4wq+9m8//xof453/7Exy672F2XJ2tlrvnHcXkgwHTY5DT01ihTjVR5CYNHkwK3ECmH0ikNldI6hZZPYUlGdSlIZ7UZLu+yVG9x7MrHYTvoIYOrbn7aacnuWYeoR9bHA7WsG/zK3xr9B6ebuc4iEmXmFupDFcaDiP2FJsXLqEKgRdFyJJgXE7w48oE23abZNIkUhNU1za50+pw/0TIlLOBqgiKJvyycZ73ZeocUCvclKe4SZmesFGGG+g4WLgMVYswWyCJCkqATp7iTIZQHmBkPHzJpW33sIFjcpJhHHCdiGbP54AqE1s6xb7EsevnaFbrPH/oE7hC4f7+ecad7VelRTe7LotDg6KqEo9myRAzmy0gnCS6ImMmMgy9N0imiANMW/ADdYeO30HVHDSpyUp8kzvvf5BCcYTr19d47rnnePbZC0SOijGu0R7ucKDjkfdiWpNnGHZ6TOU1fuKAi522ObedIu44mFkDTW6x5va44G5yVk6xLRzKQqPjxcgju4XbYRCQ3XieyZzGC0qJ/7asUum5/GjvK8zpHWYTmyylOlSKBVadNlGnQ7CzjlfdJMqP0BiG5HpX6Qw85DgmaNcQQibwXCQ9QXcQ0Flawhk4rH/+L+kkpikcv5NCVCefVHl45fdg0CGxc4nrzYhB6QCdnR3CXptoZJ5eovyG90CnOyRRX0RGELsuYWuHvLCpGeO0bB9Her3I7Nuc39jr3PXpOI5/HXj/Xs/m2/E9o7Kwzz7fMEIIHnr3+3jo3bvbjYHLT/72Y/SsMSLNZCt2uGIvESXGyEh1ZL9NL6lwNI5Yz2eRXRtJkiknCkgra3StBCMjZZ6/7pPQFHqRQj87iydFJGq3kA7ezcq6Ry15nHgov65AJjG5wGjwHDu+Rq7Tp5T2GAuz5P2YW9ZB7m20OVJK0g4DmpHHQSXBiJSlW62z6Xr4oxY7vYi8HjDSuUpC0fhZ+TxnlFU+Md6ml5vlaekYYX+Dq3GLZBSRHQ4o7FzGkiOiQUROSGwFSQZOFylUWb55lbFTo+iywUSqTDaOeTRsk0dmRsnQMwPsymXaaZX15iiF+Q8Q3rxIMdFE8TxqahYjkd/Nztijphb58VKDFDUYjhCyzpKpc0jJ0vZT+OUCKdtku3eb/qRBzDN2muligqIPPadHxtIYNZsYuSpnpXfRrHRZXXuBTKbM7NED1NOXsK+d41CQQUgZlM4t4tmzOBsbuN0O0tBBKti4yYDpUhGjV6U0fphg4PFssMWcWcZyAmwrg1RZI2+UKIseF6QDpLo6NWdAtdPljoJgcZDmkWiRp2cOoiOxFdqcsAp4ksCUY1LDPkM1TyuaRtm5xQJPY5szuP0+WuAR7NSxb1wkzEwR3vcx8j1Bc+YM+pUniJIFzk62aDV7kJ3krvXPoCTz/FH2GEGnTqp6C9mQMESIqipYmozt7U187CMJQYTCV5wJjh7+YbTrv096QWVr6j6cjspiZcDhaIPS9KnvzA33vcsnhBCLcRx/em97id2a7U/fZt/vGZWFffb5likkdD77917uQ762epX6Soc/WlEIohJ/mu/w3n5IaStm7J6TdDVBc9imHwwILAOnkuKPdhJEbkjkuXSHLndrVVJxn1DWMNsr+Nl3U9uxb1sRutQY8sB4nmyyQyoo8dWwT9ef4B5ZpdPt09vsMtnTmT9wgtVot3tJCmjO38l0/TrX5FkCq0u+JwimjvGTQZ1CqDE2cwg5W8JzBUXlKo7Xod9u43QCnh+xOXnkvejNGmOdNfTSDHKqQWhrjEwXsfuH8HcSKIkMbbVJz2mSBVwUeppA0RJsLtyBW/EphlfotGa4IynoaznSSp8pf5OLTZ9ssUzLlwEZE5tyf5k14wBO2+ce3SGpRoy7m5TNEZ4c/wThjds3F0gZEuO6YNQHWSjk3CHXw21abpNmb435jIVoBozOTCAkiDJ1rrev8kN6kcxWldp2h1vFO1HSYxjpLlIqQzW9hiMUivodJOQIww6ppSEZpDkUNfCdLk00opV1TOsAJ2cLDGsuh6IVru5M8cPWMk/lC3RsiYVMGmPhLFmGnA/bHJESNGTBTKyB76Lky8RPP0bCHOV6U+GF9F3knJizrSqSrDLwY6IY7PHjLEZFtOY1UqkspdECxztPMVRmcAYxYze/RE0vsTV5Lx03ppo7hDj2fixvC604itZsoMgCKQ7IBw20pMmZ3iXO6SfYidJ8ZXlI5tB78QY1LrslaoOQibTGuj3BhwvvuOzND8Rx/Eqhr3ngjcoMvuMqC9+00RNC/HfsWuVz+3JC+3wzTM8c5adnjvLT796tDfzTP/9HTOemWNYSRH6CUOmRUAxSAMl5/vBGgCHJtL0ASw8YhiqYSYIoJle/TqV4lO52cJucul2mchp/uJniXaHKWK7P9M4Gucw8frPC4PAjKMrnid3dhtIGEgVJJ5Rd4vUbeA/czwdNBb0v8/thhgNxh/nGM8weHCcujHM16KOokFq6Rdyu083mGIg+kyTRGhdJ+xKVlOCW3KYQ5LEDnerygFalyfjMOEV5hEZwkwQqqoipxxFqFOP4bcZih+uKwfhUnqtbLR4fnWblgsMxvc2SMkFIm0LQosMIERBIFjfaBj1Z43BBRm8M0MQOkTnLuXAMo7FEa5DDVGD4msmSgPmdJ6hKA6JChjAKmQzAkFQ2wy5x3iE3nUAEE6C57LhrPJI5zFZ1hfPSDImCyq2uzEHzEuOpIU4v5p6RBJnAo+FtI623GIgDqGGWjtJlLDdF1N6iEMnIxQTDdsCN7S73BltsyxkmVRt10OC8e5iDmTVKQYVteRQRwrjQCRHIEfjVdbTyBAIJ7+i9tNoGSj8g7K9ipkbo72wjXzpPv1JlhyzxdpWEvcbO3MMcjrYoVZ+gnl+g61qcTFdxylPEUYZOz6YlPD5/aYeP3nGcdfcEoRMjhER36PGhxCatjArqDguDJjW1S81LczMscUGY9K08qVaNhckDlPWYxzcDrrfeWT06Xmnw9uTpiOP4t95g3++4ysK34undxa57+kph2X1NvX2+KSRJ4mMf/UcAHAL6ts2j25+j5Xeod7ZRl5vIYgLcAUldox8pRELQVTNM0SB55BSPLis0erdPxYdd9fR3zydZqH8FqzRHPyOj2UNuDEyS/gZS2mG4chn9+N2MahZxEOJfOUfh3vvZCAwep4XkHebk+A7t1SSOYiKPjFIJHeI4ZiN26c6Ncfxyk5WRPIl2jLzZZGx8lufVk/SVc3S9DoXEJImRPMvXblIsj5JKFDBLfY6Ehzm/fW7X8MUhcRxzMDXF+eZVjqZ9apURYk3H7quMjSZZariEvk+cn8Vyu0TKCLCrYt90JY6lHNquwTCZJePVmNrcxHGW+NPpX+LwONQ6Drdqr27V1g2hKwyOP/pfSRz4FS6KHoVYcDnyqDouyD5S0iGyYatXx8hBP/bxhxtM9Tb4M+OnCNMZjpsDYi/EyBbJDNbI0sN1m9wqj1LuewijSRjqLPtNxohJ6Ra632TbnEK2+zTSExiexwIbXO/InMz02V7dInushxcVSaGQERorUZ+iMNCTWXqP/gXJ93+cqjLC6qaDWlxgMFQpdCpcvOuXuHvnL6kWj+G1W6yW7kKLQma+/P8i/9D7uaAfQRcWw8Q2fWWexcQOXr1GxVXoSzGGItP1YooZgysbXeRdFS5W5RJCxNyfytIaG3KXCYELSUNwSt7kUphEyrgcHEtR2arw4UKfE4e/IcfkLcHfXqPyv/ytr3f34l7rsBf59CtCmcBuMgvwSeDHgb/xbRnkN8k3ncgSx/Ev3UZO6LWaend8m8a5zzuMpGXx4YUf4q8e++v8yv1/nwfPfJiTaoSZdOgFECJ4z/E8iYRJHptaN6Qe6qSNN/4dZygSQlF4TtzB1ZbClnuCshWTTVgUvG06joBUlsFTnyMOQvpf/CMCu8+imKGVTyOpAaPJChsDwXbscUhscTMa0I8DIimmGrv0YofPj+fw7SbFbhcjL3BWr7FQf4HJKCKOYmSRInQUsrkSo5PjyK6B17Aw9SQ+EApB3R+gShqN9ioijkn06gzzAZFeQekG2H6PgRgwO2Ey2rmJE8mkjJczt2uBTnd5mWDQZSRdZOzJR+k2uzx7/68wcAIOjycpZIzXzVFMRDdZgrt+lEwQ8ZBaRJEVTsgZHhZpdgZVMDwUM0BPREwqSSQtQTA7z/DMSaZmVjhe3mbdKFCIYMtzcf0At99hKjtOWk7StQQZoaBaPn3fRo0ktoMhaq5ITg1JNxeR3QGua7M6VFmkhJXJki7kUUdm0ZD5fFTnQtSmgM5YrUWwvY6cydN9/hnavkoqPYrcMzlgJsg3bhA0qzyWuIeqNc3ysR+jvPwoFSXPE3f8Dc6tu8w6N7l/1OO4LBNurlFWfPz0CFP3P0LOVGjaAZvNIc8uNbm83uFW1aGke3ysWGU2u0RoXOOO2qN8dPhVfl56jPFygaWNJpUBbNYlKltXKebSVDwdTXrbhTfrcRzf9Yq/163VxXHc3ktk+QDwu2+SyPId51vO3ryNsOzdwHMv/iuEeEYIkfpWz7PPO5uzR47xd37+p/hPv/zj/PbP3cNMVma50ufwZ/4x7uVnaGojHJ4uMniTovlKz+FiSyJt6cyFXR7YusUz4RhStohTPkplANH8WYTvEQc+mBa1bsRYXKXgStw5zNFwA/JeSCUtIx29Fz+OkITE1aBHWVJZ8l1Onn+WUAgSqRxnQpOR0RlGMhrTapIdt8qQPrqpomoG3lAAMkINcfwhWSVBRk2TERrmoMlVunTkkO10gfmtKsPuSRJqjF/vURgNkeobXEsfo6vl8cOXw2Zr1jyPDUd5oq7zzA1Yv/9XuXL659hpOciSIIjg0lrndXOUJkQpTpHobRN3WijA4UDmoJzkjJKh1VzhSvMGy/4NjATUFYed7evEJFhRQu6//AzofUb8JW7JAbLcIrAk7MkpanKMLQV4+oArXhU3jJCFxjIDLEki0AxO+Lc4avQo0EMoKqVCEt/Io6w9x2jeQrv+OM9GHR6WC5yRcxxUkhwYm8cOoO3IfDX1IH9ekTmUaXL/hE/VHvAH2Q/xf5gf4t/pH2Bp+mGe7KS4euhHuelYrMjjSKVJTFlibeU68xhsJRbIHTqIls4SBz5JUyECnlnq0ez7uN7uNZaMHZYaDh/qrFDvN2jPFdEWFkjlLOZFlfTUFA+N+hxbGGeipDBFBUuTieJvqKzs+549L++V/M7e31vCtz2RJY7jZ4FPCiF+NY7ju4QQv8auRMTBb/e59nlncmIyx7//pYf3th6gff7P2FzfZF2fZ+CGb/i61iDG9wfMpm1uKBqtzIMUZB3drtFfvc711BQL5/+EaHoBb/kakZGmligwL2LqQY17UmkUI0m+12TK81DiiEjoPB7WqOOzHXlkVBU/neHdvZioeICG6tGvJ9HqNzh44ACTWERWH2Ugo6o6hmaBGiFZHmEc44URJzMTXKpt0EvGlIVJM44ZCzw2cjrVSovIr9BMTON00niFmLgpM24vQ+Zudjru7psVgrpZBiKedCxuVnQ8SWdyRGHWW8TS88yWLC5vvrqri+cFELpUJu9Fv/kY3dw84dWLWF6Nzp334cceCVmh4/QQCGaUEoPMJKbbwQolnrz7TqZNhdxan1wQoEcZ+vk8Ttihi4chEniRSyGZwfZtSlaGjtOlFQfktSRKMsFixySs9rGSEstagTH/JursEW4mimybFY7KKVrCI45iypKG2mjgCItLZImE4JG8Q7Xl85lelu16nwmlzaKboe96/JfnPQpJDbcBz6+2eO9YQClYZpDMMRwxuCS7TKZjrg3vQGhPs9Uast7cDQHHwHJ997Emg+uHHDoxzkUpwd3BNtlygg3LonXzyxDkOWpIhMMdeql55GjI9WqWs9f/NUc/8v/8Nt8R37sIId4PfFYIkYvjuP1Wjwe+BU9PCHF6L4T594QQs7fZJYaXFix/Qgjxz77Zc+2zz5uRPfsRPvkjP8g//IFjnP+f38PP3D32hnIeKUshb0QczhkkkwkiSeOiN8LFsXdTHb2Tc8f/Kt1Gj6Cy8TsvmQAAN8dJREFUTndtFawUS6njHEwvsCwiDFRuKIeYKOZRcyOEAoqxTmLvVqrjU52bp66niSqbYCYYpjXWcvfQHLQwgbpbBxGSSKaRZQWCIUIBVVKox302u1vc0KGcn2dUK3B36RizZpHJgUs6dRMvVNH9BpLSJyEHyHLMdv4UivyarBShAjpYWQrlIgcm8liaRDqXJbV9me5tGnc6QuXPKlmWpTQrmTLtr/4BUuMW3cQ046hEQD6WOF46SMHIoDa3sKMhfiqLVxpHM9LUJfBLozRPnGGrXMKNI1qSTDpRxI09xpKj6LJGycxTcbskhMRhOUnYabEeZFgJkiizR5gqZzASaSpSnm3PYm77cdJOHdUZshO4zAkLU6jIuSI3Ekf5vfBukt01GrbATKVJhB7HclA1J+nvddDpe1DvBzy32iMGHtuW8GPYHr+bajVmdGmZulxm7OZn8efOoPu3z3I9OmaQyqSQ16+gqGsM9BYbasyNqE/7+EnuKEaMWjFhz0FJZRDJKcb9ba4c/0kG8Rv3rX0bcg74rdcYvA8Av/fWDOdbC2/+JtBhV9hvcS+M+c+EEB8XQnyc3fAm8JL3985KWdrnLUEIwa98+Cjn9zrE/Onfvo/CK5audto+X3Hm+J0XNPz0OMutAHv5CkMtzUDLUbj6OeJOg0alw7MnfoFubo7Stc/gBV3cOCKhgO7bBJFBAPhhRFV4bBJQ25M7CFSFjKJhjRxgY2eL8/UUHibp1CgQ042aiMwQRQgURUCsQyghxO4tshH00KUxrjcWkawM/W6NXiqLOpZjWp2iI0aYzo3SGyTZGErYTsRk/yad/u293KXakI2WgxsGBMMh6XP/lfLqozR6t2kNoipsdAK6mYP0llepZQ9ilKfZKh6BKGKKBFdaS3SdLloc0bWSZBEYaoJDuTkOFw9wNHmSQXmCy91N1twuo7HGwVhDIDOWKNP3+mgoCAHb/QrjsYYRCS4Wz9JpbPHubJuJ5rNICYUbrYgzsxbtYcgT2h2sSJNYO5tkkelKIRIQDnqs3VohzpX4zPAAqfYayuJ5Hkq12XJTFCvPv+otDryXQ+AzoxbP2GXa6yucYAfPmsBaOceXzHuJ3R6muP2cDm2PX5hYYya+RaaxyUDAGkPOhR08WeGGO8TubrJw5CCjsUWSFIPsLKlcmmjQ/jqv5u9/9ozdf3plRxZgKY7jH3+rxvSthDc/u1dP8T/t1Ul8gt3snF8EFtnL0Nnz8H4HaHyLY91nn2+YsazFZ391tzYwjmP+tz+9xH94rkbezMH2IqYbkV+YZTESrDoaT9//P3Lswr9FDRzqxgj93DGSokQc9tGDiJYEeX+La57NGaWETchBOcFS8HIWZMUy8Ps+i8LGiARSUnC+Dx8tB4z4EYt0QHd5qWWgIoHm4gcBRaGjdnxMHdqKT0LLYw4dkrGgkRxDu/UClegsxUSO/MAmhY9qRKxwBMe7/Rd0DKxUB0xkDBqdAQ/UzhGn72ayaHKjMnz1zlGMocn0d7Zpzd+PY7SppycZs9II2eVoZFIMoTHsEsk6gaLiyiBJkJY1VCxCCcIwRKgatjdgnSGabiKJmIKVpWjmWGquIisKAsE2Q/z1BhubOYrtJkKT8XPz3NiOSKkxT9QtxpIRvpKC1UswLjgxdxRVSMS+y9r1VS7PfJJ8bZEPDB/HdxN00rP4Rp6JjODLzvHbzosEmLpC0KjQaNqcO3WabNyg1fQ5Zi6x3Brj2Pqf8ifyj7zutbOWz/ryGisLJ3GSLWpeHYUMKSQ0IdG8/hTijo8h+X2sa/8Ff/rDxHFIV5sgm0q+7nhvZ/acnmff6nG8yLfi6X1uz7M7Hcfx0l6bmbv21G7vjuP4+b39zrKrbrv4LY92n32+BYQQ/OoPnuTZf/BePvcbH+Hv/cR7SGVSnDr3u4zvPI+uyfQija0TP8Sz7/2HXG/4NHo+k9RwO7fQNAfDGHJLH8O8cgs3CrkS9/hS8Orfc3foOciOIfo13OIxun14KG3jOy4Teh6QcBNtkH0gwlf6DNrQGLaJ44CerqH7AmsoaAxcagmLZbdGKqwRTs1z/9yQXmeVuRGL+2ZCRjWHfhDhv3EOD1lLoZgxOJiNWZ59P+35+0nor//NKysKKUNiy465MVrk2cQEF5I6XxHneWa9xkQosdVtooY+uC7ZKMZMlEiqSbwoICYGV6aoF4gkwUZs83zU4UowYM4qomIgCRlLtVCEjIvPUTnLRmKBanqK7mQRyjNsJEa4YzRmp+Oy2Ze5uD5gsx9zS5mEyg52swIxxK6NU6/jDmxeCCYZHrqDq2N3oaX65J//Q8rbL5DXbq9qEAErVYcXCvcgaTpRu4YeB9h6llQ8oNntsbzweknRckoFSaYyeoqDqkFGljHSGfpE3K8UGBIxnCqwMFgloatMWGmmt59iLmow1b4G8b6e3lvJt1KysBzH8W+w2wbmzfb74J4R/P1v9lz77POdwExl+Ic/+wE+8f/+b/yLv/9LvGsuR0cYXJbmuL7VZ3Wo0+47XN0JuRok8X2ZIFA4lfE5fuAk/b2QZigUklKCMS3DFAa3ggHXe+s0sgYZo8dDEwITcDBRhCCjWuhRCrI2EDNUO/SjLkvNZU6KLKORg5cIySZMChmNOAow0hN4RoqBnMAQKndkHNyoj2RaiPwoYfTmGYE9J2S93ueJioxeuUmMxPxI4lVrDqW0ThiBiDyWhjoXFm0Gnks3rCAGCo9LJn6rgRym8DULt1/nmd4GlmaiyxoJJYGIIIpjNEkjCHfDvVv4ZGSdTiSIBipB2yLoG6iShkzMWn2LRrPHjfUKE7qPGrtY+S0uuQ4LYocMfRwth+N5nPPH0EcnGcmNYggJp9VmOXGQiy0Y+j6PrVscMX2qrsZ16zAVdYRu8MYrK+1hQKfT4yntFDuewZ/tjFGqfY7Pr8IX++O8UAvZNY+7LBRNmn0fNV8mZSVZGW7wQKPLGU8jAJ4N6lynzw2rxGb1EnGjTspvMtq8zNzzn+Z0+1GSyf1k9reSbzl7M47jz387BrLPPm81f+XBAy89tl2ff/voIk/c2sa3YnzD4TNdmMmA24X3axKqomP6MCRkPF1mtbNBUUgkd7ZY0Io42VFe6Jex7Yi7g1XUlk3P8ghTEEgOcSeJlnQQvQTCA0kSrEZdUpVNzGwBUR5FdvqomoXre3T9Fgkr5IA1yWrb4vBoDyNMMjY6hlip8ToV71cwF1XZachYUsjmsR+kOH0X2RA0ReAGuwaz1t3N/KwOFLJJm0OpHdIlle0YusaAwLRZDRIY7YDO5fNMagabc7MoyLvndiEWQCQjhIom7SZsWBi4ik5CNwm2dYglitE01c4KM+YYnfV1BgOJsXyaznbIHfkeGXmMKB7wZz3QDAddV+nbQ6alHu3UJInAB1lBBAFfDY+haCrHnEUWRrMohofSNxGlEUScQrTf/HPvqnnioM95Mc+kW+WS8iAL+goft27xlHYn9AEBxYREwpSZyKvc2OqxEal8pDzHzdKAbbUPkYOBQkhE045Z6+eBJMWgg1bMsDpTRB0fZUbs9/l/K9mf/X32uQ2WrvJL7zvCv/nF9/Dxv/LLfOrhv8NCMWKxCXOFAnKljbV0i2SjzYhexI8CXHwGkcvI0iKNzBQ3IwlHd3mX3mPCs4k0nYo/hDigH/aJTYcwCglUF8whaSNNQMTB6UOcyE2SShZZ8jsEcUwUe8wnJnjYjQmVEslcGit9gHTK46S/iiW9SWyTECcMedB9jnZvgDJ3AiFJyAJk8XovyFJiJgYt3Pwoo5KKoRRRZYElw9A06GRlomKB6zNT5K0csp9EALEE4VBBMTzAJ6mZJGWLmewUlqYTxxEiinC7oGmCfEGh7HgUrAIbqVE2XI9E0iSfkCgYOf7bdhl5LEmXBN6gx5yzjnXoFKGs43s+BAHDeo1bbgrbiWk5Eot9hR3Xpbhxi1agIXLlNw37vogtklQGsBYXGGQnWc0dZRuVtY4Le0ZqPGswkjU4M5ejpA4p9NeQ4iaJ61eY9GPuIkOMQuhDPtmkdMRiWuoyOH4Hz6Z1RtUElmLsZuzu85axP/v77PN1kE0m+dn7X27mvl14Hrl6ntnBCjXFJK0mORroPOjpOOOHeD6osNlvk7HHaE0tkFLmUeIhm1GLvB3TC9pgQacTkPQnEEKQ0zNIjo2IZbYbS/jKBMLKE8UhVqxyK2iykMxRat4i67fxkgm2rz5PqZfkZHKBr3RLrxt3xlQoSj52mMKTeuTCPt1QIyspIAKi8PUWQY5D7k7VeCoWXIiGzGgyvlzEDdosMqDSrJIslzmsZrAlg9iH2AChgKSFRJFC0AvpeTYp1cJQdFpOGyWh4UYqoeSAnSRhjhMl2+TdKk57lSnLITcywZeq49xc7iF5HuutDHdN6JzbdNihQHb7Ip1kj9JoFm/oE6eLbOyYlHMavsjQ6fSJRy0O33MnN55eox1LSGSIvsZXXRjDwANJklGHFlcdFUnNUg/2VNkFTJaS6IpETExKhHRli04wznRwiZ6qUo+GePgYvRZtM023a6JnAohiTtS7JO69lyeDKvd+a5fiPt8i+57ePvt8E4wdOk3poV/gxz/0j/mF4/8dnutSiQcMlq9zMXMcvZXicNUlXzbphGmuD/NsXXueWqQhtdr021ss28uYcRqhuEQiYmA36UYey7JLNZPkqt9irbuJKVuohkkpUWbLcYgKOZTcOLnP/C4Hl69xZiTkUDpgPPX629kLY5Jxn/kMbKTm8QuTWMquXt3ADUharzcGigwXU2McScqYkkoj9jhUPoCvWgyJuWtymtPJErKqEschshURdhQUFSQ1RkQgZIGhaqhCZujaOIFL1a4ixQJDsSAWCCnCSefxBl1GNZtb8iH+vJVnO1IoCQkTn3G/xUZXAj9mpFzk4OA6m8lD9K5eYuniIhvXl5n014lEzKi9hpLIcr1n8/nuFKXZMRa7EMVff9uvoeNT73moYRfhqYzSA3wylkIYhMRBiO2GRLkRUqFNZvMqUiqF4bh8TB1hAROt1eL0ThMjWOELpkfHdpBOvYtlXHQt+y1cdft8O9g3evvs8y2iqzp//fSn+I1H/q+c+dS/5ccf/HEUyWd58hTp1QqlzSX66LRP/Riy5BDny0xWqswmS5i5AEMyMBQJU01QdXpkfYEv73pgCc3AiYYkhYJrN1nWhvgEFDSHoaFzYPYARBEfHHyZH5GeR+K1nlvIQSoMJJMDRYXJpCBrbzPwQsIopt5/fSbhdClJ2Y5x+w2EBPeOnSGMBRICSbFI6TnkRA5FKDSdLnEIkasSuhDLgBIQ2FDv1YmRqLpNJlIjZPQsgTLAdxQIVIQngy94SvXQeg7S2jUOJtZIeD79dg/PKJLOWETtKgeNPg92n6Rx5H0c/st/QrxyjbHnf5/c4leRkgVMWWIQyRzNBkgdE81pcaFmMjE5BrcJ4b4RU2qX6YTDMWWTfLKKCIbg+gzdAEkStJwQS1NQgPrYSf5EvZ+b3Tmcc19lObQZa/SYGDnDIK2ynUmyJDy0hdNsaaMkbYux6PXe+D7fXd52Rk8I8Ym9Qsj5V8jUz79mn1/b2+9Tb2Xj033enuiFcT7xY3+f3/zgf8+P/Nw/42DQ4NDj/5Ly1S9xKHqARHQSYpksEnLoY+Q8TM2h6TTJaCbPykO67HZzOF44yjB0qYcO6TBmotengkpDthg7dhdq4LFUzNI+9j4amxsczL3aqxHALXOBe+dSSIM2p7N9OtcvcWG5TdZSMW8T9VtsOIwnr5DzAzRZQyBQJYljhYMcSY1TVBLYnQpC1skYKYQSI5SYOITYgchTUCWTmew0eSvHmFVClTUagy5R34QIpMyAmAg51AlTFuU75qmVDrMxmGNolKhro7QHQzY9nWPDq5TcCv1uh8Lq01hKiLZ2CXVskmShyPumJaRelcjKcalrECQUtjyH09ESl6tvrLrxWhKaxLg0JLt5gTHFBvI8UKhhKAFHJ9NoqsxU0WTgBThBzKHRNJqV5I8H4wSeYNZ2WWlusdW+Sq4wQphMU7LKyCEYAwk7SCP13jTZfZ/vAm87owfk2VXeXQSW2a3+f6We04sdAX5vrxv4ghDiE2/NUPd5uyOEYOxn/iFn/8nvcfpv/GM++e4Pcr0q6JTnqNb7yEEfSekjOWmkWFALA/JoBJ6HiY4XeJT0PJYNgWriyzKSP8AZbBCZCwQHjzMmVI6YHX7UuE45qL10bg2wBwOOaC3ygy2GSorzzQTdhXvJWAp//tz26/T0AI4Pb2GG03Q1lZbfISbGUi3yRglXS7KZzDHpGBRjUPyAvjNATjlEkSB2FSJPoh1VCPaacftRwNAbkrAUtGRMvblJ7Ev4jkTFqdOII2LPIWNp5HMGsmpjBDaoJiesHma2SCs1RbI0golDPH6QCFAmZhEi4sjGF5nqXONWkOdo2qfetajZaf48PEpOeeNerK9EERAGEU+4I9wq30l2Ks/7j26RHZljxt0km1BJ6wrtgU8+qTBZMKl3HV6oRvhOxHDih2ic+zJRFJGOJSyh0iAkCD1qwqUuJdiKI24ur3xbrqt9vnnejkYPIAcsxHGci+P4tT3ePvWa5z7LbheZffb5jiPrCf7Jz36Sn3vX/4mfetcvM1N8kDi02HGX6cQ+KbVIHZciKpPJApqs0naalBMmSrJEUxOI9fOMWzk0rcEN4aPJGqoqU3zvRziTGTCR3S0VCIFpzeVGW+J6nKfqScyaNk6ssNUestq8TRsyYNWcoeLrWKpKAgtTMQEVv6Hh9dJUtkIaXZP2II9mpPCEi6zvrueF7RT0k+TNPCNWgYyeouO0qNg1FN8CI2BibJo4BkWFtJbEJyT0HWY6V+hFFlu1iEDROCK2EVHEascjF/VZlYoMbRtjZBTn4D0IM4kyPkep8gJb5TOclDbo93rkJRdr9Tnyok95uM6p7ps3A5EEjGY1SlGNhGRzcKpHkD+G1A5JejdYseaptWyubHWxvRAiCU2RSRi7XnVdFPgL+yD+xAMUsieYaktEkkwsFCw1ST6cQm6nufKXl/Dat5/zfb57vC2N3p5209Jrn39Rtfc1NIH3f+dHtc8+r+fY1ALvO/Y+fubuX+Y37/lNpowMCcnE0hKsD2ooskIxUabuZPE8mXExzsLEUR4LmzzpNrjhNPl9d4MhMXG7itSt0W23EEBKOOTdHYaxQkBMuZxkRHVwvYi+88Z5/K4wuXskpjIM0MVuDV/oQOyrKKGKZmg04yG9oYMXu5iaRhiGBH0FAiAQxIFAVwycwGVWTuAGAR42asYFBAQKStalmEmhIvOc5pMv1ZjpXEKXBZppIzc3uNlXmdUdqslpHl76z6z7acSgg3LoNCKOCR0bEXgcHLFYVGeQaxtMKn3mCzLZ9ioTdLmRPvGmn0EUg+3HTCYkylEHIxGRXf8sydXnWK20eXehx2Z7iKUrJFSZlu0RxrvaiJYuE0YhOQ0G6zWMpUX0yVGqkYsudA5l54lqaSrba2RzKeZnF759F88+3xRvy5KFvXW6JruhzuwrpOnze8+/kvbea7LfK9IX+7wzUWWVnz378hLzVnuNpzYfRYR5/GHMqOrTzOuseRET2zaDVJlVGgyIOBUOOKKrhOV5ZDdB7MakgxZtLI7JTVSvi0jewYo2QzEXI1SNSrd923HkrBgpcrivVOJZ1SGMI8J2AgYmLXkHPYxRS4dwkn1s3yGjZxCRTDRQIdRA6yEnQgbBEBWJi0GHqcQ4umwQ2DIQgxwQI3ADF4+AK36XD3dbbBwa43TrGn/ROsHRdIaPtD/D57Pv4VjRYKN2kqOdC0SiS8pvIUIPKQzZmX4AX7FwI5umVsRb3uToiMzdMzpPcRClpcHXWNrLmDKVjS5nDupkxTqjzjLXRmY5UrVpJVZR0mUiXcFQJAppnWsbHTRFpmWHSMKiEqn0rBHSoyPozgrbsYeq5RGRBgI01ULXDMpl89t3wezzTfF2NHqfA5ovGjAhxO8IIT61t36Xvc3+LxrBPHsG8JXsGdBPAUxPT38HhrvPPrdnPDvNj2Z/Gthtln196wLqzjqaJ8gOI7ayNvFenV0/8BgQMGPfIt9p0TYW2CBDVvW4KiRobzGvNkgTU9lwebplveF5W4HGv6kucCZbwVQhtnXivkKAh2Uq9NsRuUghCE16coc4htBWYbAnZyHJCAU0ofHVjSfJxzHDQYOaJDGbTOCn+6AHhC0TuTggKSfohAO+dKDIxOJnqM6cJldxWGccc2YEKShyueJiz/0As088TcgAv15By+UQiTSBnkRpb5LSTOzBkINKl5tumawfcqD7BRYLH8H2eV1e6yspGRAlFFKlPCNrX0ISAnWwzcb8nWz5U0RhmnbT5qvVAVM5g0hIuP5uk/EIaAwipmYKGI1baMUUR4VCkJ4idmX8oUy9sU0YdIjeWbJC35N8X4Q397Iw3/DvlfvuNb9uv+KpzwK/vve4za5xeyUvbr/WA3zxeJ/ea6R9V6m0n268z1uDEIIjE6f50bO/zEfv/yXu/tg/xgh18iJFFplHabJBgKQKPGv3kj6RGDCiusyPtVF8mVsbSyw1BOc71psagNYg4GSyzWbzaTzPJfJByBKB7BH0VdKMgZRA8lKMJIrEcUTsA5EGKODoRENwfQ9JVlAQyIFDRk8R+QKkEDXroY7Y9LwexDEzssk9QYprmQcZU20yqT5H8xJbxjh1FzKWjB+GdE9+mL4boZbGkAyT4dQpIsPC7G3jKzK2keNLuYcoEPDwtMakPGBebhPxxgkt0zmdZHuVSXeDYkKmODPBjtNAmElMx2UkrtNq9mgMQwberpBsSldYbby8PpdO6jwRziGVp3Aih2fjNmOJMkHHIAwifM/GshJI4uvPJn07sZcx/2tCiP+yJyz+lvE97+ntZVbe/TX2IY7jX98zgC3glSq9beDFkoUmr/f2svCS7tM++3xfoCoKP/vgL720/cTS5xl0v0JrfIaUXYaaT9Bucd+Yx9XOHAo2uhRRafbwo8wbHlcAmgKX+jk+mDvIkhSDa4IUYKLSEl0CyUcRJobs4dkKlqUR9DWQAogk0CJCW0UkQRcaVYYkhMqEJBNKA5pmjREpg5AEGSNN2cjTtavE1U2kKMfFQYK8qXDTTpDNqeStkEbPoxVD88wPsKgEpKQG+uolOlGawvIiuemPUSifJJUZZcatUM7PU0sZ9J1LeFaOCdemHpm4t8lWXWu5jKQsxk/fjRdexcrnSOXGeCwr46oTVCsSq00H1dhd33RDOL/afdUx3js8z3tqXySeGaE2N0cY14gAIUdEUYii6nS7FRxn8PoBvM0RQvxOHMe/+Irt83vf2b/1Zq/7TvE9b/T2Mi2/EZXdX3+NAZtnT8spjuNnhXhd+9k8uyHRffb5vuX++ffB/PsA+PAjAf/DvznH5rLOM/IISz2XMV1iVIro9/ugvLHRiwElDMhsXsIZGWDoo8Q2uLFHJ67h9LuUHJXciMPWUCaX0QgqSYSvEhoOuBKSpyIiFU3WcCMPIjCDkG5tiYamEkYxkeyS1dMMgiGr9jYhITcPH2Q6zlFtV7lyvYChghdIbHRDEhrkExorDQfHOsKR5/5XRCaJaK1z7uRf4YltheWqw1Ic8lP+FYyRs5x7dol5PU1m5SmG5jQdxWC8aDJwA6q9l62fJkG15xLf6PDQqQbNICR/8BTlxRdoFDO0YoGmqaiqCrivmzMp8tmU88Qbi2S7m5QO38lX3B6hHxEPJVx3SLdT495770CSvi+Ca9829hyR9mue/h12o2/7Ru9bJY7jtnh994UfB/7ZK7Y/LYT4xCvKFj7A7oewzz5vCwxF4dO/cB9wHwDVVpPf/IMv0w0GrCjjX/P1g0jmMeUIP1H7Kl8udgjzTaLtLJ3tJjs7SxjFHOEwgS85KJFCEEjEgY7XhygKUFUNtSdjlgwyQifqZBmt9ckf9GjJEdtuFydyed7tkFYShITIgKmbDIMuB6odytFlqu4cG7EKxAw8wcDzGLptHiqrOKqFub1Kf/RuRqov0M/9MJrrkk4neEG6j/teeAxLH8ErTjPbrtA0FSYSCh0vRJUgbQgGbkwYgxfBjidx2OwSCBelNMstt0OuMMYz165iKVNIUYbN1u3nK5JU7r/6b0nGA/SDd2MgMa8mkVWJIFYxTZ1+v83ly5eZn5+//UHevuSBX9vz9l6ZUf+WTcTbyujt8em9mHEbWAB+55V1eXth0F/bC5vOA4u3qeXbZ5+3DeVcnn/113/0pe2/fGGD3/xvN3hDBT4hKA/XkfttlChDpdantVyh3agyNDy2u9eYn7kbV2nSHCRIS7sJLJuby3jukMmpw6iqhdNv4UQ+D7Q2McpnCZdWuXMKpjWDL7oNZKAZdACQgX6/j+sewNbbiEyOaivJwIsBgcxu3WHdDnmiYXJ65kPMP//vcfQcN8UUgZpEwafWCyg56xSbl1jK5zjkbfCMXeIe6ybXUtNMdbaQA5eqmaWZzLBad0hpcCLc4YMni9SrT2Mns2iSRM/rkTWyBG6dOLZ4s69LI1cinp5HHRujH7o0ApuxwEMud6CbZ27+JN3OOpVK5Vv/QL+PiON4SQhx9jUG7wO8hdG1t53R2wttvqnb/FbFkvfZ53uBD52a5EOnJgGodYf82n98nguV4Uv/P5lVOehE+MksGS9GJHNs6qts7iySSCYZjtiYtkqcyBCLkKCfIA5BVVRsu8vOzjKJ1DGE6WPKCiETPFXVcWsZjgiDXKnJrHB5eCDRKhf5Y9FBQ1DUEwy1Ltf7Rbptg3U/ibTXVe2VaSj1XsC52fdgHqiwYs7xbD2DLAsG/d0oT35iDKdroeWKjA6uUbZKxIM+D4urLPabHAi32c4cgpk8/6oOPcen58Y8dmuR04V5Kp0qvUwarTdE1yU2zWmCRhrc2yehpDXYSp/iROOLxOMjSJKKJMu0vS7FOI1hKJTL01y69Bhh+LU97e8FOiPH+Ytf/ZOvb+f/MlMUQpx7xTOf3suWB3aXlV58vBfufD9w9tsz0m+ct53R22effb5+SmmTf/2p+1/arrZt/vb/96uI+gbW4SLbaogdP0fYHnLmzL1MFsfYvnGRtOYT5R3SWgG/GROEsLZ+k+2tW4yMTjM7exQ1EowoKaLeIs7sGZ7cjLFTOkc4yN1L/wFPBOQknWQJNGSM5BjDVoChS9zyDOI4Zjj0QX21OG4InF8fsJ77Icq9Vfz8FK3+ywZp2c0gxt7Pg6kWwyM/wPi169yXdLjY7/Lx6CmsE2f4aluhQUBSF7hejJ0b54KmM1+MGA89+kOftWIJ/2afwtYzPGXeD0FAPpumOXi18ZO9AYtKhqhRxV1dxBgZZxAO2OhvUcqNARBFEbpu0e/b37kP862jHsfxXV/nvv8FeN/tmod8t3hnrarus88+b0o5a/Gf/s6H+M1//r8y8bFf5VTxDpLOKPMnTrGzvkIv6rPYarFjNrA6Et1hFyFFgODYsXt5z3t+jKE9IEYgeQkUd0B+4yrNZ65yWu/h9wq02g5fnv8FPjPyCS6qEvd5Cd5jzpGPQM7kuM/fIBDgIb3O4L3IdtsnYVnc0OZw/PBVPUTLfg09lWPZmEGKfO6ZVmnpeQ6mPEbvvgffCzjlXaOw8iQ/dtcY+YSBmcnRH5o8ZQssMUbsZFCToyRmhzxfehhZqCAp9O2XDZ6ylz5w1/EJfmD7D4l8FywLCQlTSPSGPXzhgupSLo9w910fQlUT38FP73ubvb7Hv/5Kz++tYN/T22effW6LEIIHD32EBw/tbndOP8JTN89x74kFVm5u0pr1SPpzaJGM4/S5fPkxOu0acRxx/cYTnJicwpBUtk89TFSLuebojNXX+N3+JCUqvH90QDmbQuQV+u4AP4ixpQE35GkKckCX3a5mb8SVjTZdh9etTb7gpvh57yl2umlKOZNWwiIwIhZ0HSWTICv3MbeukDr2CJNf+adoJ36ambzgv66qWAO46GyxKKaY0wXu8hhW7GLqJkGo7p4rgLwl88ixApc3ehyrPklh/WmkuQPgeQjgYbnMnwZbnN9+hruS70c4EaWRSYT4+rX93k7s5VB89kWDJ4Q481YZv32jt88++3xdZJIZPnjn++DO3e2l+iLXqjcRRp+lCxeRJUEcu6TTJSbnDxJ0LhCg0CHNTVnFicqEUciou4M+OsVjPZMzFz8NDxzD1lIIYRJPH+dQtodWzVDruLTjN27b1XZu//zJxjO0DBd5JMEGRbKax5FOFb2+DPm70VMp9HvejduSSMQ2p5tPkp84xc/NR/yH1ZABGprIYAYR19QUtzoaEDGdVZEViY7tEscR3tDl9FwW9XKPSJLxs+Modo942OeQmWQQlfhc2KBvbpNJ5lBEzKgy9u3/YL7HEUK8n73SsL01vTzwE+yVkn232Td6++yzzzfFfHGB+eJuA+X333eW3/7tT9Pr6RhGhtCLaSsGzi2F399MQ6ZJMlXH7eZoo+PUbE6NaDSKd1AbzTOBhmH7KJJDpZal7Dfw4+Q3Na7rxiEcqc5PyessJEzC9Ucxpg5iTk0Qi90VHaGozCWHxFaawuJXydxxgCddwWS2R6SPsVWvUxsqVOwShixIGSrlrIkfxZiazBEqNFs+kq6jJFLIRHTlFBw9i2H3UFWd040+aVXjK+YSx/MHsfMttHj02zb/3w/sGbnP7m2+sjTsLcuY3zd6++yzz7eMJEn8rb/1coeYZrvLZ2/ewpxQuTM2eHzLZG4iIiKiGaZY6NyktNpgJ5nlUCdFfXKakZxJ2xPUwz5bwxKGpjH4JpR4lFyJSpTmSSnHiWf/hOwDDxD6Lr7n8ZzSJy8pTHWHxH2PYtwheWiB1uYGuXwSO85za7VLUxplYeVJYmMBJ4RjBR1Tk3EGNsrQpr59g/LYCJnMHHE7gxQ6ZG98BW/7GvEHPsqg1SG4eY28KXMmeSePbj3NHaN3EuTr38ZZ/95nL5v+65eu/y6wb/T22Wefbzv5bJqfuPuvv7T9f/7Tv+TJmx4jQjCIBL6s0dRG2UhMcCDbIxmWueb0KMZ9YmeVOW2CgiHx1Ub6Gz53hMS94RKTzW0sf5ON+jozI7Pgh+RkjSCOCKOAlpxlav4QsgJyZYVy6gRJqUNsCEpplZuVE7Q6fVDz1AYu43mTjBB89On/C39R/gGyfos4hkBPEcoGan4UWi3cUBBIEg1PpteF2SM6Zj/kGa6wu+L3g9++id7nG2bf6O2zzz7fcf7RRz/00mPbC/gnf3iO66s17heL6NEsWrdJWDAQUoITrmBQsKj3vrlMxyCKuZ4/hWot4Fz8HAupMrKs4YqQVtSlgE47m+Pk8nm8J/4C80d+HmtzBVHboGIdRUk7BNtPsh49iMtu4slo2GHuwp9hH34EKx4ycWCBJ4ejpHZ6jGUWWDnzsxy4+SfYs3eRkyTE6kWarsy50iN8cHWJkUTAj7kWfucN2rrs811j3+jts88+31UsTeGffvK+l7YvLq7z2SvPU9hqsikF1PMeycBkZLRAttujPdwtTZ/I6gwc9w0TWF7EDWKCSHB41KAbPEJxaFNNJfDlkNCFquRxNjQYpMdI/8jPQ79LUB7HMA3MWGY8rrOqz3Jg2uexVYOzZcEHr///ODaTpulfYfXhv8mBjcdpH/wktmmAJNOcPMuFTotjy4/TO3WGDgVeOPXDdNQiXwzmKQ3WKVxZpLh9kbEf+Q5O7j5fk32jt88++7ylnFyY4uTCFLBbxP34Cy9gn/sL/mSxjCdebtG42XYZSSvgvFkhw25Ls8mCSar+POmZOZScihJ7POY28Ynxopg7vZigtsh2NsuomSUwLfKxwg1lwLm2RW7SZWk55K7kgNnmFcrjI3gJC1VRkfp9YgQtKYUpwHYCtjwNZfx+KqU7GG1adMsLLPYlJCvgq6uC9x8+wWeaee4/fJhT38nJ3Odrsm/09tlnn+8ZJEniodOn4fRpPgh89fo2/+i/XaXpguz3qXRN4Ha1brs9OmG3Y0sQRiQ2niVMTuNksmQklS4BR6QkUixQgwC5USUpGQzdDmYmz+dxKLtDCskE1/p9OsJlYmSCbH2bhZyMasp0157BnDuDf30R14/Y7vS5eyFP9uZNenP38Vwtpu0noBEw8AU7qw3SCZWLl5e5MrRQzAn++m1Gv893j32jt88++3zP8q7DY3zu116ubfv/fPYS/+rJHV7bTMpQJJwg4EWD2Op7bB/8ICeyOzio3Iy6nFZyPN9cwQhjTvtJXEXQsSQKyTKRqWLJRTbEBhWny5g9DpHMYavHlO7gjh8h0bxONm+R6C6ymR9jQdTZcBK0+h6t6UfodV2iRIatrR4PHS7wJ8/XAKj1fJoiix50OJk1vltTt88bsG/09tlnn+8b/uYHTvA3P3AC2E2I+eH/+1doOBATogqJWEAQQS5lkJR9hrJAruxwJG3hGAYvJLMcrXawp04wLOawVldZy0zRHyosRFe46cdMpEf5E8nknqKgsd1mVNfot3tk2w0Cz0eePELh6f/IyNgDON0Jaj2LoavhxwoXlzqEMWiqwrGxBFe2d0VjcwmZVpzmuq29ldO3D/tGb5999vk+xdIUPvur731p+/HrG/zfPr9CP4DW5ib+lI967i+R7v8oQb9GGEIxjKklJlgdWmRllYJUJlAsssEqV5QUnbXnGTFlnG6CQsnCmJwjkSzg3XocdXIBqbqJnS4SxoJK/gg7aw6dlQ4pU8ZUFZKmSt/xefx6jWJSx1Qlhn5EvR8CEWNJ/a2bsH2AfaO3zz77vE144PAkDxzelUwKw4DWl/4dcdPC72zxlUEdKZfBckIuOhYPiipXdhKoYyV6XsROE8IchPkRFjdkMsVp1N4Gx9UbxF2PUvcW+IeQUznC5jaVhz/F6M453nfiYbbaHm3b5WZ1V54pqUu0BwFJXX1NX1CZY3Pl7/q87PNq9o3ePvvs87ZDlhWK7/tr8L6/BsADzRb/+gu/w505i7VBnryIyWRirsYHONU9Rz/VZzsQOLLLs9JRPj44z2LxBBuDVU70apgGiHwRMegy6HjYbkg/fxDD0CinJTabNgowVzZYazi4ISzWhq9rhj1ffOeqLHyvsG/09tlnn7c9xXyOX/3E/wTsKphev3WV//0PvsjJzFO0x6cpFVWG/gappkwwqLA+cQy9W2GEgO2wh1EuM2YapMwkqtem+Pjv8dSRv8lgNMD2ArwgQlHhvSdHEEC167Fet3lmufOqcZjaO1Nl4XuJfaO3zz77vOM4fOAov/WrRwEIHJvfe+Y/Uw6gkTzEiLmNHG0ySAWk9CQjq8u4Jz9ELwpIqQrZfJInH/g7OH2Tr15v4gURYQz3LmRw/YCUZZIxIpr66+VKx3LWd/ut7vMa9o3ePvvs845GMSx+8l1/7aXt/3979/Mbx1nHcfzzdZqS/qLbbYQKbVV1KxUucNgkvSFVyq6EOFZOzREO3fwHtrhwQEiVI25ISE7OHJpYIPVEZUtwQAgRx3Dh0LTZtrSFChpnG0KqNDRfDvNM/Hg83t1Zr727M++XtLLnx85Onoznu88zz/N9Pvjnh/rDmxdkjx/RvWt/0616XZ/prp6xR5JBgG9v6PZHNd167Dv6/O721Ed+70sdO5rcUm1uTu988p9dn3XsSDVremE+vVPuvjTpcyHoAUDkua8/q+fO/vT+8gdXf6+HP/qjHvrqEV33u3r/a9/VkQce0Ls3n5UUTwNxRJ/evKMnHpUefEB68rGH9HFvZ+Cbm9td+yuzMJdeU1JbUnfCpyOJoAcAfT334svSiy9Lkp66taXrvTd1+fpXdP3OznRoTzxyVLe/+J+O3pnTnbv39MG/d9f0qsbd15VMHvukpNqET0cSQQ8Ahjb3aF3fbv9Qv2wny7/+83v62VvvSZL+2r2u7z99R48fq+nWI8d1qvGkPrv9hS6/T/CbJgQ9ABjRKy89r1deel6S9OXdL/TJz3+kd7o1fXziB3rm+FP6+9X/TvgMkUXQA4AxOHL0QT3941/p6bC8dftz/eZPH070nLAbQQ8ADkD94Yf0u6UkTdq9e/d09ZObEz6j4f3r5h394rfvDrv7cTPbiJbPu/v5AzitsSDoAcABm5ub07e+UZv0aRyUT9395KRPYljV6j8LAKg0gh4AoDJo3gQAHAgzaypJdzovqW5m1yStu/vmpM6JoAcAOBAhuG1KOjfpc0nRvAkAqAyCHgCgMgh6AIDKIOgBACqDoAcAqAyCHgCgMgh6AIDKIOgBACqDoAcAqAyCHgCgMgh6AIDKIOgBACpjZhNOm9m8pFPuvpSzbVFSV1JdkrKz+A7aDgAop5kLembWktSU1FYSuLLblyVddvfVdNnM5uPlftsBAOM1TRWNmWvedPd1dz+nZLqKPJ1MAFuTdLbAdgDAmISKRtfdV0OweyG01E3EzAW9fsKEhVlbSiYxHLgdADB2U1XRKFXQU1J13sqs60mSmdWG2A4AGJNprGiULejVctalQa4+xHYAwPhMXUVjKjqyDPrHu3tvyEP1tDt4pctbQ2zPO7eOpE5YvGVmbw95LpN2XNKnkz6JEqE8x48yHb9vjuMgn//j6lt/+cnp40PufszMNqLl81FHlVrO/nFFozfaGY5u4kEvHXowYB/lDU3IsaXdhVyTksBpZn235x0w/OfN3JAGM9tw95OTPo+yoDzHjzIdv0zwGZm7f28cx9EIFY2DNvGgFx5wjmW4gLtvmlkvs7ouaX2Y7QCAsSpc0ThoZXumJ0nnM91h25JWCmwHAIyBu29qdxPmRCsaE6/pFRV6A7UkzUuqm9k1SeuhcOXuS2a2GAJbQ9K1uLvsoO0lMnNNslOO8hw/ynT8prFMz2cSgEy0omHuPqnPBgBUQJSRpSGpN8mMLAQ9AEBlzFzzJnCQzGzF3c9m1pHAHCgJgt6MCTdYKRnmcTnkIc1u5wY9gpAjsJGzjgTmBYRxtx1tX2cb6TP3sJ1rtKAwXjhV4+9+H9yd14y8JK1klq9IWoyWlyXNj7pc5ZeSYLcsaS2z/kZmuRXvM2h71V5KuqNfiZY7ki5Fy1yjxct0MbPc5O9+H+U56RPgNeR/VHIzWc6s6yjpfZou38hs5wY9fPl2csqrmVNmzeS74uDtVXwp6ZXXyayrRb9ny4trdHCZXslZF3+RoEwLvMo4Tq+s6pIWzayRWd+QmGFiP8IcjRdzNpHAvLiOMmOwPAxC5hod2ZaZXUoXQlPnG+F3yrQggt6McPeupBPhZ6qt7RsMN+jR1Tw/O0QtZx0JzPcQfSFrmNm8mXWiZ9AS1+iozkpqmtmNUJ5bvv3MmDItiKA3Q3xnZ4Cakm9raU/DWs5buEEPMKDTSU9jTmBecvdbIXx7wtC0s4/ENTqS8EV3RUlHlGXtzFVcy3kLZdoHQW92XZJ0Oqr59cQNupBQM+n12WVQ3sCpyys4Yel1FCc9XpeU1vZ64hotzMxWJG26+wlJZyR1oubOnijTQhiyMIPCN+eluOanA5hhogKaSlLZpd3B20qa5joKqe1IYF5IV9p1PfWk+y0TXKMFpc/k3D295lbNbFPStbALZVoQQW/GhJyha2nAM7Omu29ygy4u26xpZpLU8J1jmAblDZyqvIKTFG6yPTNrRC0QtXSbJK7R4uraDnCSkuZOM1sNv1OmBdG8OUNCL8O6pA0zq4XmuYVoF2aYGFGo3Z1RUtNbTB/yezKPY9oxY1E5Ccz7ba+g17WzZ+CCpHguTK7RAkINb8d8o+HajDu0UaYFkHtzRoQL/UbOplV3PxPt1zex6zQlfkU5ZXpsyvfOHsI1OoTw5fasohpf0TKjTLcR9AAAlUHzJgCgMgh6AIDKIOgBACqDoAcAqAyCHgCgMgh6AIDKIOgBETNbC6/FwXuP5/MO43NGFWaCX5v28wSGRRoyYKdePNj/oITsOg1N+bxmIeOM4vncgFlGTQ8YwMwaZnbJzDyaJmdf3H09ZMXo5XzespldCZ+XNwlovG8r7HclSpwNYA/U9IABQvLkM2bmki4fwucthVyJC+G12Wf3Wvj5WmbWDQA5qOkBQ4hqXIeZnX5F0p61t5CPtXdYJwOUATU9YDgtSd1+c5CF5sUX+hxjLZ0XbRjuvm5mMrPWHu9rhfnVhj0kUHkEPWA4bQ2o5R1Q5vqLSqY8quz8Z8A4EfRQGmEKlrQ35Al3PxuGHvTS5X0cvqXkuV5HyWzVbSVz553r/7Z9W5F0RcnUMveFf2vuM7zQFHtBSe/Q57VdJqckXc6b7y+8Z0Hb09ds8IwQZUTQQymE51uttLaVji1z93boFNIxs6V+zZN9jp0+z2tHgXM19Jo8v49jtiTVQo/Q3KbPMPN1NzM7uyQ195qsNrznjJIA1or2Ww3lUo9rpWH4xJK7t6N182bWi2ZAB0qBjiwoi1czzYt1hZpQuOm/MEpwClrhOPdrW+nM6uFzCnP3TXc/5+7m7ksDnvWtKFPTG+L43fAzGxiXJK1E558efymz3wVJfYdLALOIoIeyuJhZbkq6n0VknzWWtqTs87qTSgayH0ZNaFVSKw1UoZY4UtNj1GR5MhyrIamR05R5eq+aJDDLCHoohbgWlzZHFukpOUBLUQANDq1zSQism5JeDasa+wy2XSXP+xT9zH4mz/NQSgQ9lFFLI9aEsvqMz3tV0hvj+IwhxU2cvX0eq6Ek8Cn6CVQCQQ+lEJrpUguSNqJttdBZYxS7xueFQFhLm/8OKf3XRUnN0ClnY9DOewnn3ktrwaHG2Msrn0yZAqVA0MPMCzfsayFHZloz60W7dPbR1Jk3Pu+kQk0yBLzs88RxaMRBJwTddUkLRTrkhCAZW5b0WmbdmbA+fh+dWFBKDFlAGXSVdDRJayunJS1HNbD9DBqvKxMQFAaMh4DSN0vLKMIQho6kBTN7PepQspLZr6XtJs8LZraSM0B+M+xXUzJObzn7BSBkflkKn5vmFu0yXAFlZO4+6XMApoaZXTqMqYUOg5m5u48lR1mZygXVRvMmAKAyCHoAgMog6AElY2bNdKbzMPktvTCBgGd6QMTM0kHoa4eQTHrqhc4t6TAHnulh5hH0AACVQfMmAKAyCHoAgMog6AEAKoOgBwCoDIIeAKAyCHoAgMr4P7wLhPfmpaLvAAAAAElFTkSuQmCC\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for idx in np.arange(1, 2, 1):\n", - " ddp_zmin = gold.meta['DDP{}_ZMIN'.format(idx)]\n", - " ddp_zmax = gold.meta['DDP{}_ZMAX'.format(idx)]\n", - "\n", - " isin = (rand['Z'] > ddp_zmin) & (rand['Z'] < ddp_zmax)\n", - " isin = rand['DDP{}_DELTA8_TIER'.format(idx)] > -999\n", - " \n", - " fills = rand['DDP{}_DELTA8_TIER'.format(idx)].data[isin]\n", - " pos_slice = pos[isin]\n", - "\n", - " fills = fills[np.abs(pos_slice[:,2]) < 5.]\n", - " pos_slice = pos_slice[np.abs(pos_slice[:,2]) < 5.]\n", - " \n", - " plt.scatter(pos_slice[:,0],\\\n", - " pos_slice[:,1],\\\n", - " c=fills,\\\n", - " marker='.',\\\n", - " lw=0.0,\\\n", - " s=1,\\\n", - " cmap=cmap,\\\n", - " norm=norm)\n", - " \n", - " pl.xlabel('$x$ [$h^{-1}$Mpc]')\n", - " pl.ylabel('$y$ [$h^{-1}$Mpc]')\n", - "\n", - " pl.xlim(100., 800.)\n", - " pl.ylim(-100., 100.)\n", - " \n", - " pl.colorbar(label='DDP{} $\\delta_8$'.format(idx))\n", - " \n", - " plt.title('{}: DDP{}'.format(field, idx))" - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "id": "7478d4fb", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:57.087448Z", - "iopub.status.busy": "2022-03-01T12:59:57.086558Z", - "iopub.status.idle": "2022-03-01T12:59:59.318140Z", - "shell.execute_reply": "2022-03-01T12:59:59.319067Z" - }, - "papermill": { - "duration": 2.356311, - "end_time": "2022-03-01T12:59:59.319360", - "exception": false, - "start_time": "2022-03-01T12:59:56.963049", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'DDP2 $\\\\delta_8$')" - ] - }, - "execution_count": 41, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "# Larger minimum redshift & Smaller maximum redshift. \n", - "isin = (rand['Z'] > gold.meta['DDP1_ZMIN']) & (rand['Z'] < gold.meta['DDP2_ZMAX'])\n", - "\n", - "pl.plot(rand['DDP1_DELTA8'][isin], rand['DDP2_DELTA8'][isin], marker=',', lw=0.0, c='k')\n", - "\n", - "pl.xlim(-1.2, 10.)\n", - "pl.ylim(-1.2, 10.)\n", - "\n", - "pl.xlabel('DDP1 $\\delta_8$')\n", - "pl.ylabel('DDP2 $\\delta_8$')" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "id": "38c9bdec", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T12:59:59.572761Z", - "iopub.status.busy": "2022-03-01T12:59:59.571785Z", - "iopub.status.idle": "2022-03-01T13:00:11.464701Z", - "shell.execute_reply": "2022-03-01T13:00:11.463874Z" - }, - "papermill": { - "duration": 12.02436, - "end_time": "2022-03-01T13:00:11.464938", - "exception": false, - "start_time": "2022-03-01T12:59:59.440578", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "rand_ddp1fill = np.clip(np.sort(rand[rand['IN_DDP1']]['FILLFACTOR'].data)[::-1], 0, 1) \n", - "rand_ddp2fill = np.clip(np.sort(rand[rand['IN_DDP2']]['FILLFACTOR'].data)[::-1], 0, 1)\n", - "rand_ddp3fill = np.clip(np.sort(rand[rand['IN_DDP3']]['FILLFACTOR'].data)[::-1], 0, 1)" - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "id": "d05b32bf", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:00:11.666169Z", - "iopub.status.busy": "2022-03-01T13:00:11.664893Z", - "iopub.status.idle": "2022-03-01T13:00:13.736828Z", - "shell.execute_reply": "2022-03-01T13:00:13.737667Z" - }, - "papermill": { - "duration": 2.160452, - "end_time": "2022-03-01T13:00:13.737950", - "exception": false, - "start_time": "2022-03-01T13:00:11.577498", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 43, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "plt.plot(rand_ddp1fill, np.cumsum(rand_ddp1fill) / len(rand_ddp1fill), lw=1, color='blue', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP1_ZMIN'], rand.meta['DDP1_ZMAX']))\n", - "plt.plot(rand_ddp2fill, np.cumsum(rand_ddp2fill) / len(rand_ddp2fill), lw=1, color='green', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP2_ZMIN'], rand.meta['DDP2_ZMAX']))\n", - "plt.plot(rand_ddp3fill, np.cumsum(rand_ddp3fill) / len(rand_ddp3fill), lw=1, color='red', label=r'${:.3f} \\leq z \\leq {:.3f}$'.format(rand.meta['DDP3_ZMIN'], rand.meta['DDP3_ZMAX']))\n", - "\n", - "plt.xlabel('Fill factor')\n", - "plt.ylabel(r'Volume fraction ($\\geq$ Fill factor)')\n", - "\n", - "pl.xlim(0.0, 1.05)\n", - "pl.ylim(0.0, 1.05)\n", - "\n", - "plt.legend(frameon=False, loc=3)" - ] - }, - { - "cell_type": "markdown", - "id": "83a4e974", - "metadata": { - "papermill": { - "duration": 0.080031, - "end_time": "2022-03-01T13:00:13.936374", - "exception": false, - "start_time": "2022-03-01T13:00:13.856343", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Done." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "6964d660", - "metadata": { - "papermill": { - "duration": 0.121979, - "end_time": "2022-03-01T13:00:14.126342", - "exception": false, - "start_time": "2022-03-01T13:00:14.004363", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Lumfn", - "language": "python", - "name": "lumfn" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.9" - }, - "papermill": { - "default_parameters": {}, - "duration": 268.795163, - "end_time": "2022-03-01T13:00:16.852597", - "environment_variables": {}, - "exception": null, - "input_path": "docs/nb/randoms_n8_qa.ipynb", - "output_path": "test/pm_randoms_n8_G9_qa.ipynb", - "parameters": { - "field": "G9", - "survey": "gama" - }, - "start_time": "2022-03-01T12:55:48.057434", - "version": "2.3.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/tests/pm_zmax_catQA.ipynb b/tests/pm_zmax_catQA.ipynb deleted file mode 100644 index 984707d7..00000000 --- a/tests/pm_zmax_catQA.ipynb +++ /dev/null @@ -1,1225 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 1, - "id": "33ee73e7", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:29.450427Z", - "iopub.status.busy": "2022-03-01T13:09:29.449481Z", - "iopub.status.idle": "2022-03-01T13:09:29.454057Z", - "shell.execute_reply": "2022-03-01T13:09:29.453181Z" - }, - "papermill": { - "duration": 0.052099, - "end_time": "2022-03-01T13:09:29.454264", - "exception": false, - "start_time": "2022-03-01T13:09:29.402165", - "status": "completed" - }, - "tags": [ - "injected-parameters" - ] - }, - "outputs": [], - "source": [ - "# Parameters\n", - "survey = \"gama\"\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "id": "9c77ba0d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:29.507255Z", - "iopub.status.busy": "2022-03-01T13:09:29.506590Z", - "iopub.status.idle": "2022-03-01T13:09:30.827049Z", - "shell.execute_reply": "2022-03-01T13:09:30.825964Z" - }, - "papermill": { - "duration": 1.349055, - "end_time": "2022-03-01T13:09:30.827303", - "exception": false, - "start_time": "2022-03-01T13:09:29.478248", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "import pylab as pl\n", - "import numpy as np\n", - "import matplotlib.pyplot as plt\n", - "\n", - "from astropy.table import Table" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "id": "b20f3b4f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:30.889286Z", - "iopub.status.busy": "2022-03-01T13:09:30.888521Z", - "iopub.status.idle": "2022-03-01T13:09:30.891693Z", - "shell.execute_reply": "2022-03-01T13:09:30.890953Z" - }, - "papermill": { - "duration": 0.033519, - "end_time": "2022-03-01T13:09:30.891865", - "exception": false, - "start_time": "2022-03-01T13:09:30.858346", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "os.environ['CODE_ROOT'] = os.environ['HOME'] + '/DESI/'\n", - "\n", - "sys.path.append(os.environ['CODE_ROOT'])" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "0bfd1893", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:30.940988Z", - "iopub.status.busy": "2022-03-01T13:09:30.940380Z", - "iopub.status.idle": "2022-03-01T13:09:31.556347Z", - "shell.execute_reply": "2022-03-01T13:09:31.555739Z" - }, - "papermill": { - "duration": 0.642452, - "end_time": "2022-03-01T13:09:31.556504", - "exception": false, - "start_time": "2022-03-01T13:09:30.914052", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "import pubplot\n", - "\n", - "from vmaxer import vmaxer\n", - "from smith_kcorr import test_plots, test_nonnative_plots\n", - "from cosmo import distmod, volcom\n", - "from lumfn import lumfn\n", - "from schechter import named_schechter\n", - "from findfile import findfile" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "18faa267", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:31.600698Z", - "iopub.status.busy": "2022-03-01T13:09:31.600128Z", - "iopub.status.idle": "2022-03-01T13:09:31.603211Z", - "shell.execute_reply": "2022-03-01T13:09:31.603663Z" - }, - "papermill": { - "duration": 0.02769, - "end_time": "2022-03-01T13:09:31.603815", - "exception": false, - "start_time": "2022-03-01T13:09:31.576125", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [ - "survey = 'gama'\n", - "version = 'latest'\n", - 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ZGAMAZMINZMAXMCOLOR_0P0DDPMALL_0P0_VISZFIELDVMAXVZ
mag
float32float64float64float64float64bytes3float64float64
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0.056060.039030000567436220.06861931872909628-16.820331267855046-16.433156214909655G15124301.6832184797855377.53696164946
0.155950.039030000567436220.1579620420584881-18.536470671927713-18.793359517282955G151738362.46252459121673832.8985113946
0.220790.039030000567436220.24282635034278316-19.58695176356978-19.608012263873803G96052015.607866064607980.002333049
0.114580.039030000567436220.20004425040188942-19.13298043380075-18.07713914432092G153466141.89457807664025.6291286683
0.216540.039030000567436220.24933107583550496-20.032415909713364-19.561833913510945G96526019.0554877164357335.38176644
0.191010.039030000567436220.22014528332254174-19.29459927768612-19.267592612289832G94569391.238952893031266.6305087632
0.204030.039030000567436220.26298999786376953-19.972380821618955-19.421818615577166G97594841.6128832083669797.831405484
0.187360.039030000567436220.2058879448269272-19.53376158976204-19.222068786440754G123767242.8471841652865879.899412097
0.229620.039030000567436220.26298999786376953-20.381241517406725-19.700664418955498G97594841.6128832085157156.749923498
0.210450.039030000567436220.26298999786376953-20.380649274682924-19.49514503972804G157594841.6128832084013370.5718313963
........................
0.193830.039030000567436220.19864692077725885-19.475829265010326-19.30148713999532G123396469.63381392143163076.607021089
0.209620.039030000567436220.26298999786376953-20.372571307213814-19.485863654226375G97594841.6128832083967861.5556528755
0.135890.039030000567436220.24439058743407419-20.022848141317812-18.47292558389706G156163972.42002040151111842.8349327655
0.218350.039030000567436220.2314150920068459-19.891396833567654-19.581654408189806G95273566.3429757714463005.823323938
0.188410.039030000567436220.22148460477465073-19.753852764052898-19.23534659989433G154649782.8380692542912857.7215462117
0.079390.039030000567436220.2540177617378949-19.607341971803066-17.23371067303656G156881432.651962878206704.09995958628
0.184420.039030000567436220.26298999786376953-21.95212719738302-19.18489075802353G97594841.6128832082736893.4824762125
0.179140.039030000567436220.26298999786376953-20.43300117271917-19.11751961404195G97594841.6128832082514570.410283935
0.216360.039030000567436220.22007627170147268-19.19148967673042-19.559862911055742G94565272.6713947864346913.976311187
0.074790.039030000567436220.26298999786376953-21.41930366150835-17.093257571181535G127594841.612883208168659.59705849725
0.054690.039030000567436220.05478799953203873-16.312012654988695-16.376546150727087G949846.090160756549430.186846326076
0.083480.039030000567436220.20725488547437532-19.537757933229113-17.346388250469836G123839964.4921885375244316.16387475358
" - ], - "text/plain": [ - "\n", - " ZGAMA ZMIN ZMAX MCOLOR_0P0 DDPMALL_0P0_VISZ FIELD VMAX VZ \n", - " mag \n", - "float32 float64 float64 float64 float64 bytes3 float64 float64 \n", - "------- ------------------- ------------------- ------------------- ------------------- ------ ------------------ ------------------\n", - "0.07775 0.03903000056743622 0.1405274458084947 -18.388372842502058 -17.1836360612024 G12 1229028.6336226421 192634.61521107034\n", - "0.05606 0.03903000056743622 0.06861931872909628 -16.820331267855046 -16.433156214909655 G15 124301.68321847978 55377.53696164946\n", - "0.15595 0.03903000056743622 0.1579620420584881 -18.536470671927713 -18.793359517282955 G15 1738362.4625245912 1673832.8985113946\n", - "0.22079 0.03903000056743622 0.24282635034278316 -19.58695176356978 -19.608012263873803 G9 6052015.60786606 4607980.002333049\n", - "0.11458 0.03903000056743622 0.20004425040188942 -19.13298043380075 -18.07713914432092 G15 3466141.89457807 664025.6291286683\n", - "0.21654 0.03903000056743622 0.24933107583550496 -20.032415909713364 -19.561833913510945 G9 6526019.055487716 4357335.38176644\n", - "0.19101 0.03903000056743622 0.22014528332254174 -19.29459927768612 -19.267592612289832 G9 4569391.23895289 3031266.6305087632\n", - "0.20403 0.03903000056743622 0.26298999786376953 -19.972380821618955 -19.421818615577166 G9 7594841.612883208 3669797.831405484\n", - "0.18736 0.03903000056743622 0.2058879448269272 -19.53376158976204 -19.222068786440754 G12 3767242.847184165 2865879.899412097\n", - "0.22962 0.03903000056743622 0.26298999786376953 -20.381241517406725 -19.700664418955498 G9 7594841.612883208 5157156.749923498\n", - "0.21045 0.03903000056743622 0.26298999786376953 -20.380649274682924 -19.49514503972804 G15 7594841.612883208 4013370.5718313963\n", - " ... ... ... ... ... ... ... ...\n", - "0.19383 0.03903000056743622 0.19864692077725885 -19.475829265010326 -19.30148713999532 G12 3396469.6338139214 3163076.607021089\n", - "0.20962 0.03903000056743622 0.26298999786376953 -20.372571307213814 -19.485863654226375 G9 7594841.612883208 3967861.5556528755\n", - "0.13589 0.03903000056743622 0.24439058743407419 -20.022848141317812 -18.47292558389706 G15 6163972.4200204015 1111842.8349327655\n", - "0.21835 0.03903000056743622 0.2314150920068459 -19.891396833567654 -19.581654408189806 G9 5273566.342975771 4463005.823323938\n", - "0.18841 0.03903000056743622 0.22148460477465073 -19.753852764052898 -19.23534659989433 G15 4649782.838069254 2912857.7215462117\n", - "0.07939 0.03903000056743622 0.2540177617378949 -19.607341971803066 -17.23371067303656 G15 6881432.651962878 206704.09995958628\n", - "0.18442 0.03903000056743622 0.26298999786376953 -21.95212719738302 -19.18489075802353 G9 7594841.612883208 2736893.4824762125\n", - "0.17914 0.03903000056743622 0.26298999786376953 -20.43300117271917 -19.11751961404195 G9 7594841.612883208 2514570.410283935\n", - "0.21636 0.03903000056743622 0.22007627170147268 -19.19148967673042 -19.559862911055742 G9 4565272.671394786 4346913.976311187\n", - "0.07479 0.03903000056743622 0.26298999786376953 -21.41930366150835 -17.093257571181535 G12 7594841.612883208 168659.59705849725\n", - "0.05469 0.03903000056743622 0.05478799953203873 -16.312012654988695 -16.376546150727087 G9 49846.0901607565 49430.186846326076\n", - "0.08348 0.03903000056743622 0.20725488547437532 -19.537757933229113 -17.346388250469836 G12 3839964.4921885375 244316.16387475358" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='vmax', dryrun=dryrun, version=version, survey=survey)\n", - "gama_vmax = Table.read(fpath)\n", - "gama_vmax" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "id": "a1f0ec32", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:32.107627Z", - "iopub.status.busy": "2022-03-01T13:09:32.101446Z", - "iopub.status.idle": "2022-03-01T13:09:32.373656Z", - "shell.execute_reply": "2022-03-01T13:09:32.374651Z" - }, - "papermill": { - "duration": 0.361425, - "end_time": "2022-03-01T13:09:32.374963", - "exception": false, - "start_time": "2022-03-01T13:09:32.013538", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, 'ZMAX')" - ] - }, - "execution_count": 8, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(gama_vmax['ZMAX'], bins=np.arange(0.0, 0.3, 0.01), histtype='step')\n", - "pl.xlabel('ZMAX')" - ] - }, - { - "cell_type": "code", - "execution_count": 9, - "id": "da865626", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:32.450044Z", - "iopub.status.busy": "2022-03-01T13:09:32.449295Z", - "iopub.status.idle": "2022-03-01T13:09:32.463310Z", - "shell.execute_reply": "2022-03-01T13:09:32.463858Z" - }, - "papermill": { - "duration": 0.05244, - "end_time": "2022-03-01T13:09:32.464042", - "exception": false, - "start_time": "2022-03-01T13:09:32.411602", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "array([0.03903 , 0.03981007])" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.unique(gama_vmax['ZMIN'].data)" - ] - }, - { - "cell_type": "code", - "execution_count": 10, - "id": "f0a7f470", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:32.577207Z", - "iopub.status.busy": "2022-03-01T13:09:32.576018Z", - "iopub.status.idle": "2022-03-01T13:09:32.868875Z", - "shell.execute_reply": "2022-03-01T13:09:32.869704Z" - }, - "papermill": { - "duration": 0.380482, - "end_time": "2022-03-01T13:09:32.869997", - "exception": false, - "start_time": "2022-03-01T13:09:32.489515", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, '$z_{\\\\rm max}$')" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(1,1,figsize=(10,10))\n", - "\n", - "ax.plot(gama_zmax['ZGAMA'], gama_zmax['ZMAX'], marker=',', lw=0.0)\n", - "ax.plot(gama_vmax['ZGAMA'], gama_vmax['ZMAX'], marker=',', lw=0.0)\n", - "\n", - "# ax.axvline(zmin, c='k', lw=0.5) \n", - "# ax.axvline(zmax, c='k', lw=0.5) \n", - " \n", - "# ax.axhline(zmin, c='k', lw=0.5) \n", - "# ax.axhline(zmax, c='k', lw=0.5) \n", - "\n", - "ax.set_xlim(0.0, 0.55)\n", - "ax.set_ylim(0.0, 0.55)\n", - "\n", - "ax.set_xlabel(r'$z$')\n", - "ax.set_ylabel(r'$z_{\\rm max}$')" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "76d77368", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:33.002520Z", - "iopub.status.busy": "2022-03-01T13:09:32.993820Z", - "iopub.status.idle": "2022-03-01T13:09:33.609550Z", - "shell.execute_reply": "2022-03-01T13:09:33.610475Z" - }, - "papermill": { - "duration": 0.703836, - "end_time": "2022-03-01T13:09:33.610786", - "exception": false, - "start_time": "2022-03-01T13:09:32.906950", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 11, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fig, ax = plt.subplots(1,1,figsize=(10,10))\n", - "\n", - "sc = ax.scatter(gama_zmax['ZMAX'], gama_zmax['MCOLOR_0P0'], marker='.', lw=0.0, s=1, c=gama_zmax['REST_GMR_0P0'], vmin=0.0, vmax=1.0)\n", - "\n", - "ax.set_xlim(0.03, 0.52)\n", - "ax.set_ylim(-23., -15.)\n", - "\n", - "ax.set_xlabel(r'$z_{\\rm max}$')\n", - "ax.set_ylabel(r'$^{0.0}M_{\\rm Colour}$', fontsize=16)\n", - "\n", - "plt.colorbar(sc, label='Rest \\ $^{0.0}(g-r)$')" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "id": "9514855a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:33.756518Z", - "iopub.status.busy": "2022-03-01T13:09:33.754896Z", - "iopub.status.idle": "2022-03-01T13:09:33.919445Z", - "shell.execute_reply": "2022-03-01T13:09:33.920288Z" - }, - "papermill": { - "duration": 0.263746, - "end_time": "2022-03-01T13:09:33.920570", - "exception": false, - "start_time": "2022-03-01T13:09:33.656824", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'DEC [deg.]')" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "pl.plot(gama_zmax['RA'], gama_zmax['DEC'], marker=',', lw=0.0)\n", - "\n", - "pl.xlim(240., 120.)\n", - "\n", - "pl.xlabel('RA [deg.]')\n", - "pl.ylabel('DEC [deg.]')" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "id": "d3cdd7f4", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:34.010229Z", - "iopub.status.busy": "2022-03-01T13:09:34.009595Z", - "iopub.status.idle": "2022-03-01T13:09:34.057155Z", - "shell.execute_reply": "2022-03-01T13:09:34.056118Z" - }, - "papermill": { - "duration": 0.090728, - "end_time": "2022-03-01T13:09:34.057375", - "exception": false, - "start_time": "2022-03-01T13:09:33.966647", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
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MEDIAN_MPHI_NPHI_N_ERRORPHI_IVMAXPHI_IVMAX_ERRORNV_ON_VMAX
float64float64float64float64float64float64float64
-25.40.00.00.00.00.0--
-25.2000000000000030.00.00.00.00.0--
-25.00.00.00.00.00.0--
-24.8000000000000040.00.00.00.00.0--
-24.60.00.00.00.00.0--
-24.4000000000000060.00.00.00.00.0--
-24.2000000000000030.00.00.00.00.0--
-24.0000000000000070.00.00.00.00.0--
-23.8000000000000040.00.00.00.00.0--
-23.600000000000010.00.00.00.00.0--
-23.4000000000000060.00.00.00.00.0--
-23.422931760647586.583415764087122e-076.583415764087122e-076.584922389746205e-076.584922389746205e-071.00.9997712006960888
.....................
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-16.0075789166538985.727571714755796e-056.140601429572092e-060.019427639959321770.00211124891336289487.00.003012505265889661
" - ], - "text/plain": [ - "\n", - " MEDIAN_M PHI_N PHI_N_ERROR PHI_IVMAX PHI_IVMAX_ERROR N V_ON_VMAX \n", - " float64 float64 float64 float64 float64 float64 float64 \n", - "------------------- ---------------------- ---------------------- --------------------- ---------------------- ------- --------------------\n", - " -25.4 0.0 0.0 0.0 0.0 0.0 --\n", - "-25.200000000000003 0.0 0.0 0.0 0.0 0.0 --\n", - " -25.0 0.0 0.0 0.0 0.0 0.0 --\n", - "-24.800000000000004 0.0 0.0 0.0 0.0 0.0 --\n", - " -24.6 0.0 0.0 0.0 0.0 0.0 --\n", - "-24.400000000000006 0.0 0.0 0.0 0.0 0.0 --\n", - "-24.200000000000003 0.0 0.0 0.0 0.0 0.0 --\n", - "-24.000000000000007 0.0 0.0 0.0 0.0 0.0 --\n", - "-23.800000000000004 0.0 0.0 0.0 0.0 0.0 --\n", - " -23.60000000000001 0.0 0.0 0.0 0.0 0.0 --\n", - "-23.400000000000006 0.0 0.0 0.0 0.0 0.0 --\n", - " -23.42293176064758 6.583415764087122e-07 6.583415764087122e-07 6.584922389746205e-07 6.584922389746205e-07 1.0 0.9997712006960888\n", - " ... ... ... ... ... ... ...\n", - "-18.210680967022103 0.001580678124957318 3.22587372440269e-05 0.012580438881076109 0.0002594531471564492 2401.0 0.12964537729372896\n", - "-18.005531487039228 0.0011863315206884996 2.794658053274875e-05 0.012409594762771885 0.00029482208472765846 1802.0 0.09813916342801689\n", - "-17.806770806245083 0.000992779097224338 2.5565362424426706e-05 0.01381931287635131 0.0003588176756506515 1508.0 0.07389117751531793\n", - " -17.60540082245031 0.0007972516490309505 2.2909908498671075e-05 0.014698315005989913 0.0004251688564666649 1211.0 0.05518194314959416\n", - "-17.403713154375016 0.0006827002147358345 2.1200234328510514e-05 0.016877688941591893 0.0005273854139469358 1037.0 0.041027935766775755\n", - "-17.212893850404157 0.0005516902410305008 1.9057823143510443e-05 0.018073731805247826 0.0006278194700539957 838.0 0.030985802528041846\n", - "-17.016257753703133 0.00035155440180225235 1.5213246828863214e-05 0.015731810903988393 0.0006850130616316443 534.0 0.022844181546381424\n", - "-16.806631082779923 0.00025543653164658033 1.2967825142119382e-05 0.01604767169743556 0.0008200072856345317 388.0 0.016161457253183884\n", - "-16.604055320370207 0.0002383196506599538 1.2525802748911848e-05 0.021058990156774846 0.001113913779532084 362.0 0.01144087266008334\n", - "-16.407765796266453 0.00020737759656874435 1.1684403871696542e-05 0.026579095532122038 0.001507698282257368 315.0 0.007817437918952234\n", - "-16.228752020563036 0.00010796801853102881 8.43088580882475e-06 0.0207362383674028 0.0016335749191855819 164.0 0.005359130088187801\n", - "-16.007578916653898 5.727571714755796e-05 6.140601429572092e-06 0.01942763995932177 0.002111248913362894 87.0 0.003012505265889661" - ] - }, - "execution_count": 13, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "fpath = findfile(ftype='lumfn', dryrun=dryrun, version=version, survey=survey)\n", - "gama_lf = Table.read(fpath)\n", - "gama_lf" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "086b673d", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:34.151919Z", - "iopub.status.busy": "2022-03-01T13:09:34.151268Z", - "iopub.status.idle": "2022-03-01T13:09:34.366993Z", - "shell.execute_reply": "2022-03-01T13:09:34.367924Z" - }, - "papermill": { - "duration": 0.263778, - "end_time": "2022-03-01T13:09:34.368206", - "exception": false, - "start_time": "2022-03-01T13:09:34.104428", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_158345/3573005910.py:6: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), label='RAW', lw=1.)\n", - "/tmp/ipykernel_158345/3573005910.py:7: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), label='IVMAX', lw=1.)\n" - ] - }, - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 14, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "Ms = np.arange(-23., -15., 0.01)\n", - "sc = named_schechter(Ms, named_type='TMR')\n", - "\n", - "pl.plot(Ms, np.log10(sc), label='TMR', lw=1.)\n", - "\n", - "pl.plot(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), label='RAW', lw=1.)\n", - "pl.plot(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), label='IVMAX', lw=1.)\n", - "\n", - "pl.xlabel(r'$M$')\n", - "pl.ylabel(r'$\\Phi(M)$')\n", - "\n", - "pl.ylim(-4.25, -1.)\n", - "pl.xlim(-23., -15.5)\n", - "\n", - "pl.legend(frameon=False, loc=2)" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "e2045f20", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:34.468676Z", - "iopub.status.busy": "2022-03-01T13:09:34.468018Z", - "iopub.status.idle": "2022-03-01T13:09:34.653250Z", - "shell.execute_reply": "2022-03-01T13:09:34.654170Z" - }, - "papermill": { - "duration": 0.233377, - "end_time": "2022-03-01T13:09:34.654448", - "exception": false, - "start_time": "2022-03-01T13:09:34.421071", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 0, '$V/V_{Max}$')" - ] - }, - "execution_count": 15, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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MtaQHd38n6YOkSbnbDv0Z2t31HHp9svFrTX/VXnpPh+a6+4OZZZXVq6anOpY0LA3RPVXeLTWRdNezwF73fTOr2ZZJeeu6Z5+rdf+IOU7bimnRbszsQdLjcx7krulFGK37pbLBl9DO2vS1pimbbosgMrPjnobStNL1tjDdlaTj1PX0pHvOzCRp5D28P22Dz1RmZpmZjUqhPCi2PddxRtjgMzVUJXjcfWZm+9Dd21pfuumk7ufQ65O1zk0aLTaUdG9mg/SF/NN3O9rvyN0v9dtF9wvlQ9jLXxK118uKabDSvhc9HPgirf+Z+kVPR5T9JOnyeQ8xTOtzk1pET64RpfdLn1rSW+vVdEBdz6HXJ23PTfqQfK2p4sbdP3yXg8WLseFn6hvv8SwD65yb9AfduUotpD5/32yiV2EEANhNfeqmAwDsKMIIABCOMAIAhCOMAADhCCMAQDjCCHgm6X4tAC0QRsAzSDc81j1qAEANwghI0iPHH83M07+1M06ncp5+ls3a8ZOkaWWfruoGeoebXoGS1LV2K+m0mNhySbkvymczz5Zsvy3PTNBl3UAf0TICnirmC1v6ZNvSVC/Zku1nyh+90XndQF8RRkBJacbpo7rtae6+QcPjIs5V81jyjuoGeokwAhZlWt56+fOqyT+L2btXtGw2rhvoM8IIWFTMxPxE8Yynhn3/qPouui7qBnqLMAIWzVQ/LPv9qoEHyQfVdNF1VDfQW4QRsGgm/dblln6/Uv7wuKVS+axh8MFGdQN9RxgBi4oHoI2k/JHrkj63GOE2kfRrV3Wb2aThnqSJmX1NI/CAnUYYAYuqQ7DPK48iX+a0RbnWdacngd6o/hrTSNI7SVOeGIo+IIyARd8CIz1aurZlUpbCIeuy7nST7LXqrzENlIcUgx7QC4QRUFG6z+e0srzKmfLg6LLu4p6jJy0jMxu7+4Okk7pBD6n77iz9fCqtH5nZOE05dJZ+XzXyD/huCCOg3kzSaI37fn5aYzTcunXPigEPqQV2n1pN99WC6frSPHX9PehpkI3SMX4uHS8tK7wIhBFQ70H5MO1GRUB0WXcKn6LVVG4dDdJgh1NVgiQdx1npGtSxpG8BWQrL90oDLbjehJfiVfQBAC+Ru7cKouRcq2903aTucSlUZpJOzGxYCpSxpD9V9nkSPsoDq+64xmIoOV4YWkbA9sbPfMPqF+XBci99azWN0nWjqqz0+x/d/S5dGxqZ2XFqPRWtq2LmByAcLSNgC+k+oXW66JrqG0j6s6QzM8tSyM0k/eruWbpWdC5pbmblLjm5+42ZvS89YXaawuZBeatplH6/KkKo5ZB14NnxPCNgC2nAwK9LWikAWqKbDtjOsu4yAGugZQQACEfLCAAQjjACAIQjjAAA4QgjAEA4wggAEI4wAgCE+39Wri9YQRiDxAAAAABJRU5ErkJggg==\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "_ = pl.hist(gama_vmax['VZ'] / gama_vmax['VMAX'], bins=np.arange(0.0, 1.0, 0.05), histtype='step', density=True)\n", - "\n", - "pl.xlabel('$V/V_{Max}$')" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "bad9f04f", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:34.762612Z", - "iopub.status.busy": "2022-03-01T13:09:34.758086Z", - "iopub.status.idle": "2022-03-01T13:09:35.016100Z", - "shell.execute_reply": "2022-03-01T13:09:35.017033Z" - }, - "papermill": { - "duration": 0.308126, - "end_time": "2022-03-01T13:09:35.017331", - "exception": false, - "start_time": "2022-03-01T13:09:34.709205", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "fields = ['G9', 'G12', 'G15']\n", - "for field in fields:\n", - " field_vmax = gama_vmax[gama_vmax['FIELD'] == field]\n", - " _ = pl.hist(field_vmax['VZ'] / field_vmax['VMAX'], bins=np.arange(0.0, 1.001, 0.05), histtype='step', density=True, label=field)\n", - "\n", - "pl.legend()\n", - "pl.xlabel('$V/V_{Max}$')\n", - "pl.ylim(0, 1.45)\n", - "pl.show()\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3b309a72", - "metadata": { - "papermill": { - "duration": 0.053025, - "end_time": "2022-03-01T13:09:35.137625", - "exception": false, - "start_time": "2022-03-01T13:09:35.084600", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "695430b4", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:35.230749Z", - "iopub.status.busy": "2022-03-01T13:09:35.229680Z", - "iopub.status.idle": "2022-03-01T13:09:36.428048Z", - "shell.execute_reply": "2022-03-01T13:09:36.428983Z" - }, - "papermill": { - "duration": 1.248267, - "end_time": "2022-03-01T13:09:36.429281", - "exception": false, - "start_time": "2022-03-01T13:09:35.181014", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", 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\n", 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\n", 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "colors = plt.rcParams['axes.prop_cycle'].by_key()['color']\n", - "idx = np.digitize(gama_vmax['MCOLOR_0P0'], np.arange(-23., -17., 1.))\n", - "\n", - "for count, jj in enumerate(np.unique(idx)):\n", - " sample = gama_vmax[(idx == jj) & (gama_vmax['MCOLOR_0P0'].data >= -23.) & (gama_vmax['MCOLOR_0P0'].data <= -17.)]\n", - " nsample = len(sample)\n", - "\n", - " if nsample == 0:\n", - " continue\n", - " \n", - " dbin = 0.05\n", - " bins = np.arange(0., 1.001, dbin)\n", - " \n", - " ns, _ = np.histogram(sample['VZ'] / sample['VMAX'], bins=bins)\n", - " \n", - " centres = bins[:-1] + dbin/2.\n", - " \n", - " plt.plot(centres, ns / nsample, color=colors[count], label=r'${:.0f} \\leq M_r \\leq {:.0f}$'.format(sample['MCOLOR_0P0'].min(),\\\n", - " sample['MCOLOR_0P0'].max()))\n", - "\n", - " plt.xlabel('V/VMAX')\n", - " plt.legend(frameon=False)\n", - " \n", - " pl.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "a4f49333", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:36.549926Z", - "iopub.status.busy": "2022-03-01T13:09:36.549314Z", - "iopub.status.idle": "2022-03-01T13:09:36.625277Z", - "shell.execute_reply": "2022-03-01T13:09:36.626191Z" - }, - "papermill": { - "duration": 0.132684, - "end_time": "2022-03-01T13:09:36.626470", - "exception": false, - "start_time": "2022-03-01T13:09:36.493786", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - "\n", - " CATAID OBJID RA DEC R_PETRO ... ZMAX ZMAX_WARN DELTA_DETMAG_BRIGHT ZMIN ZMIN_WARN\n", - " deg deg mag ... mag \n", - " int32 int64 float64 float64 float32 ... float64 float64 float32 float64 float64 \n", - "------- ------------------ ------------ ----------- ---------- ... ------------------ --------- ------------------- -------------------- ---------\n", - " 185322 587725041702469675 179.83440251 -1.64817036 14.160493 ... -99.0 2.0 -2.160493 0.03154120966707457 0.0\n", - " 178839 587725041166581794 182.1835035 -2.07231294 14.328211 ... -99.0 2.0 -2.3282108 0.039334234229219986 0.0\n", - " 125489 587724649258876969 184.17810296 -2.69967347 14.425353 ... -99.0 2.0 -2.425353 0.09538586652718395 0.0\n", - " 718921 587726031728017438 217.2773885 1.28502947 14.456577 ... 1.1327446851177603 1.0 -2.4565773 0.027777561711799695 0.0\n", - " 423776 587728879796093009 137.38205797 2.9559053 14.904024 ... 1.0458491090380897 1.0 -2.9040241 0.03981006674260368 0.0\n", - " 402898 587728308032700482 177.930413 1.9912852 15.154907 ... 0.6363174309306606 1.0 -3.1549072 0.01821402409100862 0.0\n", - " 55245 587722982814318600 181.07946541 -0.31550504 15.221583 ... -99.0 2.0 -3.2215834 0.02155160084827179 0.0\n", - " 164223 587725040090546261 176.91220582 -2.82404411 15.538947 ... -99.0 2.0 -3.538947 0.024622432217580436 0.0\n", - " 279902 587726031694135321 139.86515197 0.93671887 15.750058 ... -99.0 2.0 -3.7500582 0.015143992242509292 0.0\n", - " 376679 587727943490339001 134.64993531 1.53042167 15.8212805 ... 0.6271826751914104 1.0 -3.8212805 0.01877490582387931 0.0\n", - " 23743 588848901524553740 182.83851216 1.06385288 15.987492 ... -99.0 2.0 -3.9874916 0.020115906605049184 0.0\n", - " ... ... ... ... ... ... ... ... ... ... ...\n", - " 484671 587729777980014871 211.96306967 -1.96789383 17.992308 ... -99.0 2.0 -5.9923077 0.015903840222339084 0.0\n", - " 376800 587727943490601059 135.22666288 1.4348097 17.999638 ... -99.0 2.0 -5.9996376 0.015187712666352698 0.0\n", - " 177450 587725041164222711 176.80998488 -1.99897157 18.001045 ... -99.0 2.0 -6.001045 0.014965132271023477 0.0\n", - " 30518 587722981738217485 175.70064254 -1.18234501 18.001783 ... -99.0 2.0 -6.0017834 0.01301876342240668 0.0\n", - " 105411 587722984438300903 211.65922653 1.04849647 18.020824 ... -99.0 2.0 -6.0208244 0.013677861367422462 0.0\n", - "3593025 587729150378377464 139.16666453 -1.77357705 18.030323 ... -99.0 2.0 -6.030323 0.0155668303082293 0.0\n", - " 750131 588848900988665982 185.20003749 0.63999913 18.074322 ... -99.0 2.0 -6.0743217 0.013264074523358276 0.0\n", - " 300652 587726032226812175 130.27215912 1.17050681 18.08109 ... 1.89148805500651 1.0 -6.081091 0.012457667621748597 0.0\n", - " 324452 587726032766173370 135.94879061 1.6686448 18.235003 ... -99.0 2.0 -6.2350025 0.012415248372695175 0.0\n", - " 748358 588848900449304644 179.48112588 0.28444646 18.245932 ... -99.0 2.0 -6.2459316 0.013036160595095653 0.0\n", - " 238492 587726014547165187 214.45314846 1.63617383 18.330374 ... -99.0 2.0 -6.330374 0.012217707188785929 0.0\n", - " 727391 587727944563818512 133.93707095 2.25044487 18.410467 ... -99.0 2.0 -6.410467 0.012096208783751212 0.0" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "spurious = gama_zmax[gama_zmax['ZMAX_WARN'] > 0.0]\n", - "spurious.sort('R_PETRO')\n", - "spurious" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "629e016a", - "metadata": { - "execution": { - "iopub.execute_input": "2022-03-01T13:09:36.766053Z", - "iopub.status.busy": "2022-03-01T13:09:36.765343Z", - "iopub.status.idle": "2022-03-01T13:09:36.793268Z", - "shell.execute_reply": "2022-03-01T13:09:36.792748Z" - }, - "papermill": { - "duration": 0.099988, - "end_time": "2022-03-01T13:09:36.793407", - "exception": false, - "start_time": "2022-03-01T13:09:36.693419", - "status": "completed" - }, - "tags": [] - }, - "outputs": [ - { - "data": { - "text/html": [ - "
Table length=0\n", - "
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CATAIDOBJIDRADECR_PETROZGAMANQSPECIDSURVEY_CLASSUMAG_DRED_SDSSGMAG_DRED_SDSSRMAG_DRED_SDSSIMAG_DRED_SDSSZMAG_DRED_SDSSLUMDISTDISTMODFIELDCARTESIAN_XCARTESIAN_YCARTESIAN_ZROTCARTESIAN_XROTCARTESIAN_YROTCARTESIAN_ZGMRDETMAGREST_GMR_0P1REST_GMR_0P1_WARNREST_GMR_0P1_INDEXKCORR_R0P1KCORR_G0P1KCORR_R0P0KCORR_G0P0REST_GMR_0P0Q_COLOR_0P0EQ_ALL_0P0EQ_COLOR_0P0MALL_0P0MCOLOR_0P0MQZERO_0P0Z_THETA_QALLZ_THETA_QCOLORDDPKCORR_R0P1DDPKCORR_G0P1DDPKCORR_R0P0DDPKCORR_G0P0DDPMALL_0P0DELTA_DETMAG_FAINTZMAXZMAX_WARNDELTA_DETMAG_BRIGHTZMINZMIN_WARN
degdegmagmagmagmagmagmagMpcmagmagmagmagmagmagmagmagmagmag
int32int64float64float64float32float32int16bytes33int16float32float32float32float32float32float64float64bytes3float64float64float64float64float64float64float32float32float64int32int64float64float64float64float64float64float64float32float32float64float64float64float64float64float64float64float64float64float64float32float64float64float32float64float64
" - ], - "text/plain": [ - "\n", - "CATAID OBJID RA DEC R_PETRO ZGAMA NQ SPECID ... DDPMALL_0P0 DELTA_DETMAG_FAINT ZMAX ZMAX_WARN DELTA_DETMAG_BRIGHT ZMIN ZMIN_WARN\n", - " deg deg mag ... mag mag mag \n", - "int32 int64 float64 float64 float32 float32 int16 bytes33 ... float64 float32 float64 float64 float32 float64 float64 \n", - "------ ----- ------- ------- ------- ------- ----- ------- ... ----------- ------------------ ------- --------- ------------------- ------- ---------" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "spurious = gama_zmax[gama_zmax['ZMIN_WARN'] > 0.0]\n", - "spurious.sort('R_PETRO')\n", - "spurious" - ] - }, - { - "cell_type": "markdown", - "id": "39a1fbe0", - "metadata": { - "papermill": { - "duration": 0.038939, - "end_time": "2022-03-01T13:09:36.876594", - "exception": false, - "start_time": "2022-03-01T13:09:36.837655", - "status": "completed" - }, - "tags": [] - }, - "source": [ - "# Done." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "44ff501d", - "metadata": { - "papermill": { - "duration": 0.032968, - "end_time": "2022-03-01T13:09:36.945023", - "exception": false, - "start_time": "2022-03-01T13:09:36.912055", - "status": "completed" - }, - "tags": [] - }, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Lumfn", - "language": "python", - "name": "lumfn" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.9" - }, - "papermill": { - "default_parameters": {}, - "duration": 9.298083, - "end_time": "2022-03-01T13:09:37.399389", - "environment_variables": {}, - "exception": null, - "input_path": "docs/nb/zmax_catQA.ipynb", - "output_path": "test/pm_zmax_catQA.ipynb", - "parameters": { - "survey": "gama" - }, - "start_time": "2022-03-01T13:09:28.101306", - "version": "2.3.3" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file diff --git a/tidyup.py b/tidyup.py deleted file mode 100644 index a8c8589e..00000000 --- a/tidyup.py +++ /dev/null @@ -1,32 +0,0 @@ -import os -import sys -import yaml - -from findfile import file_check, findfile, fetch_header, supported -from config import smart_open, CustomDumper - -def diagnose(): - result = fetch_header(allsupported=True) - - for key in result.keys(): - with smart_open() as fh: - yaml.dump(result[key], fh, default_flow_style=False, sort_keys=False) - fh.write('\n') - -def summary(fpath=None): - if not fpath: - fpath = findfile('summary_log') - - smart_open(fpath) - - diagnose() - - file_check() - -def tidyup(): - summary() - -if __name__ == '__main__': - tidyup() - - print('\n\nDone.\n\n') diff --git a/tmr_ecorr.py b/tmr_ecorr.py deleted file mode 100644 index 84a80e54..00000000 --- a/tmr_ecorr.py +++ /dev/null @@ -1,38 +0,0 @@ -import numpy as np - -from data.ke_params import * - -def tmr_ecorr(redshift, restframe_colour, aall=False): - if aall: - result = -Qall*redshift - - else: - result = np.zeros_like(redshift) - result[restframe_colour > redblue_split] = -Qred*redshift[restframe_colour > redblue_split] - result[restframe_colour <= redblue_split] = -Qblue*redshift[restframe_colour <= redblue_split] - - return result - -def tmr_q(restframe_colour, aall=False): - if aall: - result = Qall * np.ones_like(restframe_colour) - - else: - result = np.zeros_like(restframe_colour) - result[restframe_colour > redblue_split] = Qred - result[restframe_colour <= redblue_split] = Qblue - - return result - - -if __name__ == '__main__': - import numpy as np - - - zs = np.arange(0.0, 1.0, 0.01) - cols = 0.5 * np.ones_like(zs) - - Es = tmr_ecorr(zs, cols, aall=False) - Qs = tmr_q(cols, aall=True) - - print(Qs) diff --git a/tmr_kcorr.py b/tmr_kcorr.py deleted file mode 100644 index 9cde9aab..00000000 --- a/tmr_kcorr.py +++ /dev/null @@ -1,73 +0,0 @@ -import numpy as np - -from pkg_resources import resource_filename - - -class tmr_kcorr(): - ''' - See: https://arxiv.org/pdf/1409.4681.pdf - https://arxiv.org/pdf/1701.06581.pdf - ''' - - def __init__(self): - self.z0 = 0.0 - - self.raw_dir = resource_filename('lumfn', 'data/') - self.raw = np.loadtxt(self.raw_dir + '/tmr_kcorr.txt') - self.base = 4 - np.arange(0, 5, 1) - - self.ncol = len(self.raw[:,0]) - - def ref_eval(self, ref_gmr, zz): - ''' - TMR r-band kcorrection at z reference 0.0 - ''' - - zz = np.atleast_1d(zz) - ref_gmr = np.atleast_1d(ref_gmr) - - idx = np.digitize(ref_gmr, bins=self.raw[:,0], right=True) - idx[idx >= self.ncol] = (self.ncol - 1) - - aa = self.raw[idx, 1:] - zz = np.exp(np.log(zz)[:,None] * self.base[None,:]) - res = aa * zz - res = np.sum(res, axis=1) - - return res - -def plot(): - import pylab as pl - import matplotlib.pyplot as plt - - - x = tmr_kcorr() - - ref_gmrs = [0.158, 0.298, 0.419, 0.553, 0.708, 0.796, 0.960] - zs = np.arange(0.01, 0.801, 0.01) - - fig, axes = plt.subplots(1,2, figsize=(15,5)) - - colors = plt.rcParams['axes.prop_cycle'].by_key()['color'] - - for ref_gmr, color in zip(ref_gmrs, colors): - rks = x.ref_eval(ref_gmr, zs) - - axes[0].plot(zs, rks, '-', c=color, alpha=0.75, label='ref. $(g-r)$: {:.3f}'.format(ref_gmr)) - - axes[0].set_ylabel(r"$^{0.0}K_r(z)$") - axes[1].set_ylabel(r"$^{0.0}K_g(z)$") - - for ax in axes: - ax.set_xlabel(r"$z$") - ax.set_xlim(-0.01, 0.5) - ax.set_ylim(-0.21, 1.2) - - ax.legend(loc=2, frameon=False, fontsize=8) - - pl.savefig('test.pdf') - - - - - diff --git a/utils.py b/utils.py deleted file mode 100644 index fc781e64..00000000 --- a/utils.py +++ /dev/null @@ -1,22 +0,0 @@ -from subprocess import check_output - - -def run_command(cmd, noid=False): - print('Command: {}'.format(cmd)) - - cmd = cmd.split() - - env = {} - - # env.update(os.environ) - # print('Calling ...') - out = check_output(cmd) - out = out.decode('utf-8') - out = out.replace('\n', '') - - if noid: - out=0 - - out = int(out) - - return out diff --git a/vmaxer.py b/vmaxer.py deleted file mode 100644 index 86afa7a2..00000000 --- a/vmaxer.py +++ /dev/null @@ -1,119 +0,0 @@ -import numpy as np - -from astropy.table import Table, vstack -from cosmo import volcom -from bitmask import lumfn_mask, consv_mask, update_bit -from volfracs import volfracs -from findfile import findfile, fetch_fields, write_desitable -from params import fillfactor_threshold -from volfracs import eval_volavg_fillfactor - - -def vmaxer_rand(survey='gama', ftype='randoms_bd_ddp_n8', dryrun=False, prefix='randoms_ddp1', bitmasks=['IN_D8LUMFN'], conservative=False, write=False): - fields = fetch_fields(survey=survey) - - rpaths = [findfile(ftype=ftype, dryrun=dryrun, field=ff, survey=survey, prefix=prefix) for ff in fields] - rand = vstack([Table.read(xx) for xx in rpaths]) - - update_bit(rand['IN_D8LUMFN'], lumfn_mask, 'FILLFACTOR', rand['FILLFACTOR'].data < fillfactor_threshold) - - rand = volfracs(rand, bitmasks=bitmasks) - - # HACK SURVEYHACK - assert survey == 'gama' - - print('\n\n') - - for key in rand.meta.keys(): - print(key, rand.meta[key]) - - print('\n\n') - - if write: - opath = findfile(ftype=ftype, dryrun=dryrun, field='GALL', survey=survey, prefix=prefix) - - print(f'Writing {opath}') - - write_desitable(opath, rand) - - return rand - -def vmaxer(dat, zmin, zmax, extra_cols=[], fillfactor=True, bitmasks=['IN_D8LUMFN'], tier=None): - assert dat['ZSURV'].min() <= zmin - assert dat['ZSURV'].max() >= zmax - - # Columns to be propagated - extra_cols += ['FIELD', 'MALL_0P0', 'MCOLOR_0P0', 'FIELD', 'IN_D8LUMFN', 'RA', 'DEC', 'DDPMALL_0P0'] - extra_cols += ['FILLFACTOR', 'REST_GMR_0P1_INDEX'] - - - if 'STEPWISE_BRIGHTLIM_0P0' in dat.dtype.names: - extra_cols += ['STEPWISE_BRIGHTLIM_0P0', 'STEPWISE_FAINTLIM_0P0'] - - - if 'WEIGHT_STEPWISE' in dat.dtype.names: - extra_cols += ['WEIGHT_STEPWISE'] - - cols = ['ZSURV', 'ZMIN', 'ZMAX'] + extra_cols - cols = list(set(cols)) - - print('Solving for VMAX catalog.') - - result = Table(dat[cols], copy=True) - result.meta = dat.meta - - # Apply redshift limits. - result = result[result['ZSURV'] >= zmin] - result = result[result['ZSURV'] <= zmax] - - print('VMAX catalog cut to {:.6f} <= z <= {:.6f}.'.format(zmin, zmax)) - - # First, define vmaxes on vl1 redshift limits. - result['ZMIN'] = np.clip(result['ZMIN'], zmin, None) - result['ZMAX'] = np.clip(result['ZMAX'], None, zmax) - - area = dat.meta['AREA'] - - result['VZ'] = volcom(result['ZSURV'], area) - result['VZ'] -= volcom(result['ZMIN'], area) - - result['VMAX'] = volcom(result['ZMAX'], area) - result['VMAX'] -= volcom(result['ZMIN'], area) - - # Apply bitmask cut. - for bmask in bitmasks: - isin = result[bmask] == 0 - result = result[isin] - - print(bmask, np.mean(isin)) - - # New limits of subset. - zmin = result['ZSURV'].min() - zmax = result['ZSURV'].max() - - VV = volcom(zmax, area) - volcom(zmin, area) - - print('Retrieved area {:.4f} [sq. deg.]'.format(area)) - - # Include impact of e.g. bitmask cuts on these quantities. - result.meta.update({'FORCE_ZMIN': zmin,\ - 'FORCE_ZMAX': zmax,\ - 'FORCE_VOL': VV}) - - # Was fillfactor applied? - result.meta['FILLFACTOR'] = fillfactor - - if fillfactor: - # HACK SURVEYHACK - result['FILLFACTOR_VMAX'] = eval_volavg_fillfactor(result,\ - survey='gama',\ - ftype='randoms_bd_ddp_n8',\ - dryrun=False,\ - prefix='randoms_ddp1',\ - write=False,\ - tier=tier) - - result['VZ'] *= result['FILLFACTOR_VMAX'] - result['VMAX'] *= result['FILLFACTOR_VMAX'] - - return result diff --git a/volfracs.py b/volfracs.py deleted file mode 100644 index 51556aa7..00000000 --- a/volfracs.py +++ /dev/null @@ -1,196 +0,0 @@ -import numpy as np -import runtime - -from delta8_limits import d8_limits -from params import fillfactor_threshold -from scipy.interpolate import interp1d -from cosmo import volcom -from ddp_zlimits import ddp_zlimits -from astropy.table import Table, vstack -from findfile import findfile, fetch_fields, gather_cat -from ddp import tmr_DDP1 - - -def volavg_fillfactor(survey='gama', ftype='randoms_bd_ddp_n8', dryrun=False, prefix='randoms_ddp1', write=False, tier=None, pprint=False, self_count=False): - print(f'\n\nSolving volume average fillfactor with self_count: {self_count}.') - - fields = fetch_fields(survey) - - rpaths = [findfile(ftype=ftype, dryrun=dryrun, field=ff, survey=survey, prefix=prefix) for ff in fields] - rand = gather_cat(rpaths) - nrand = len(rand) - - ## - idx = np.argsort(rand['Z']) - sorted_rand = Table(rand, copy=True)[idx] - - del rand - - print('\n\nRandoms {:.6f} <= z <= {:.6f}'.format(sorted_rand['Z'].min(), sorted_rand['Z'].max())) - - dbin = 1.e-3 - - zlo = ddp_zlimits['DDP1'][0] - zhi = ddp_zlimits['DDP1'][1] - - bins = np.arange(zlo, zhi + dbin, dbin) - idx = np.digitize(sorted_rand['Z'], bins=bins) - - result = [] - - if self_count: - tcol = 'DDP1_DELTA8_TIER_ZEROPOINT' - - else: - tcol = 'DDP1_DELTA8_TIER' - - for i, bb in enumerate(bins): - sub = idx <= i - vfrac = 1. * np.count_nonzero(sub) / nrand - - sub &= (sorted_rand['FILLFACTOR'] > fillfactor_threshold) - - if tier != None: - sub &= (sorted_rand[tcol].data == tier) - - cfrac = 1. * np.count_nonzero(sub) / nrand - - midb = bb + dbin/2. - - result.append([midb, vfrac, cfrac]) - - del sorted_rand - - result = np.array(result) - result = Table(result, names=['Z', 'RANDFRAC', 'RANDFRAC_FILLFACTOR']) - - if pprint: - result.pprint() - - if write: - opath = findfile(ftype='volavg_fillfactor', dryrun=dryrun, field=field, survey=survey, prefix=prefix, utier=tier) - result.write(opath, format='fits', overwrite=True) - - vol_splint = interp1d(result['Z'], result['RANDFRAC'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False) - cut_splint = interp1d(result['Z'], result['RANDFRAC_FILLFACTOR'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False) - - del result - - return vol_splint, cut_splint - -def eval_volavg_fillfactor(dat, survey='gama', ftype='randoms_bd_ddp_n8', dryrun=False, prefix='randoms_ddp1', write=False, tier=None): - vol_splint, cut_splint = volavg_fillfactor(survey=survey, ftype=ftype, dryrun=dryrun, prefix=prefix, write=write, tier=tier, self_count=False) - - def _eval_volavg_fillfactor(zmax, zmin): - return (cut_splint(zmax) - cut_splint(zmin)) / (vol_splint(zmax) - vol_splint(zmin)) - - # Note: must match gen_ddp_cat.py; can distinguish per galaxy in a way renormalise_lf does not. - is_ddp1s = (dat['DDPMALL_0P0'] > tmr_DDP1[0]) & (dat['DDPMALL_0P0'] < tmr_DDP1[1]) - - if tier == None: - is_ddp1s = np.zeros(len(dat), dtype=bool) - - else: - ddp1_vol_splint, ddp1_cut_splint = volavg_fillfactor(survey=survey, ftype=ftype, dryrun=dryrun, prefix=prefix, write=write, tier=tier, self_count=True) - - def _eval_ddp1_volavg_fillfactor(zmax, zmin): - return (ddp1_cut_splint(zmax) - ddp1_cut_splint(zmin)) / (ddp1_vol_splint(zmax) - ddp1_vol_splint(zmin)) - - - result = [] - - for row, is_ddp1 in zip(dat, is_ddp1s): - if is_ddp1: - func = _eval_ddp1_volavg_fillfactor - else: - func = _eval_volavg_fillfactor - - result.append(func(row['ZMAX'], row['ZMIN'])) - - result = np.array(result) - - return result - -def volfracs(rand, bitmasks=['IN_D8LUMFN']): - ''' - Calculate volume fractions, typically used to rescale VMAX from solid angle and - (DDP1) redshift defined to account for e.g. density restrictions and sphere completeness - restrictions. - - Note: - At the minute, IN_d8LUMFN is restricted to a fillfactor cut. As the correction to VMAX - due to this cut is zmax dependent, we correct the individual galaxy zmaxs for this. Therefore, - The volume correction for the randoms should be restricted to a strict d8 volume, having applied - the fillfactor cut to the randoms already. Otherwise, we double count this effect (approximately). - ''' - utiers = np.unique(rand['DDP1_DELTA8_TIER'].data) - utiers_zp = np.unique(rand['DDP1_DELTA8_TIER_ZEROPOINT'].data) - - utiers = utiers[utiers >= 0] - utiers_zp = utiers_zp[utiers_zp >= 0] - - print('Unique tiers: {}'.format(utiers)) - - # Limit randoms to DDP1 redshift limits. - ddp1_rand = rand[rand['DDPZLIMS'][:,0] == 1] - - print('DDP1 randoms: {:.6f} < z < {:.6f}'.format(ddp1_rand['Z'].min(), ddp1_rand['Z'].max())) - - for idx in range(3): - ddp_idx = idx + 1 - - # Within a given DDP z limits. - sub = rand[rand['DDPZLIMS'][:,idx] == 1] - - rand.meta['DDP{}_FULL8FRAC'.format(ddp_idx)] = np.mean(sub['FILLFACTOR'] > fillfactor_threshold) - - for bm in bitmasks: - isin = (ddp1_rand[bm].data == 0) - - # At least a cut on sphere completeness. - ddp1_rand = ddp1_rand[isin] - - print(bm, np.mean(isin)) - - for ut in range(len(d8_limits)): - print() - - in_tier = (ddp1_rand['DDP1_DELTA8_TIER'].data == ut) - - # print(ut, d8_limits[ut], np.mean(d8_limits[ut])) - - if np.count_nonzero(in_tier) > 0: - rand.meta['DDP1_d{}_VOLFRAC'.format(ut)] = '{:.6f}'.format(np.mean(in_tier)) - rand.meta['DDP1_d{}_TIERMEDd8'.format(ut)] = '{:.6f}'.format(np.mean(ddp1_rand['DDP1_DELTA8'].data[in_tier])) - - else: - rand.meta['DDP1_d{}_VOLFRAC'.format(ut)] = '{:.6f}'.format(0.0) - rand.meta['DDP1_d{}_TIERMEDd8'.format(ut)] = '{:.6f}'.format(np.mean(d8_limits[ut])) - - print('DDP1_d{}_VOLFRAC OF {} added.'.format(ut, rand.meta['DDP1_d{}_VOLFRAC'.format(ut)])) - print('DDP1_d{}_TIERMED d8 OF {} added.'.format(ut, rand.meta['DDP1_d{}_TIERMEDd8'.format(ut)])) - - # Zero point. - in_tier = (ddp1_rand['DDP1_DELTA8_TIER_ZEROPOINT'].data == ut) - - if np.count_nonzero(in_tier) > 0: - rand.meta['DDP1_d{}_ZEROPOINT_VOLFRAC'.format(ut)] = '{:.6f}'.format(np.mean(in_tier)) - rand.meta['DDP1_d{}_ZEROPOINT_TIERMEDd8'.format(ut)] = '{:.6}'.format(np.mean(ddp1_rand['DDP1_DELTA8_ZEROPOINT'].data[in_tier])) - - else: - rand.meta['DDP1_d{}_ZEROPOINT_VOLFRAC'.format(ut)] = '{:.6f}'.format(0.0) - rand.meta['DDP1_d{}_ZEROPOINT_TIERMEDd8'.format(ut)] = '{:.6f}'.format(np.mean(d8_limits[ut])) - - print('DDP1_d{}_ZEROPOINT_VOLFRAC OF {:.10f} added.'.format(ut, np.mean(in_tier))) - print('DDP1_d{}_ZEROPOINT_TIERMED d8 OF {} added.'.format(ut, rand.meta['DDP1_d{}_ZEROPOINT_TIERMEDd8'.format(ut)])) - - return rand - - -if __name__ == '__main__': - fpath = findfile(ftype='randoms_bd_ddp_n8', dryrun=False, field='GALL', survey='gama', prefix='randoms_ddp1') - - rand = Table.read('/cosma5/data/durham/dc-wils7/GAMA4/randoms/randoms_ddp1_bd_ddp_n8_GALL_0.fits') - rand.pprint() - - volavg_fillfactor(rand) From 845820765afd272de058083907b9d7d0257651ac Mon Sep 17 00:00:00 2001 From: Michael J Wilson Date: Fri, 10 Jun 2022 10:20:34 +0100 Subject: [PATCH 05/10] add deleted bin --- __init__.py | 0 bin/gold_d8_pipeline | 78 ----- bin/gold_pipeline | 94 ------ bin/pipeline.py | 267 ------------------ bin/rand_d8_pipeline | 57 ---- bin/rand_ddp1_d8_pipeline | 73 ----- bin/rand_ddp1_pipeline | 101 ------- bin/rand_pipeline | 88 ------ bin/rundiff.py | 65 ----- bin/rundiffs/v4/gama_gold.txt | 43 --- bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_0.txt | 76 ----- bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_1.txt | 76 ----- bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_2.txt | 76 ----- bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_3.txt | 76 ----- bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_0.txt | 76 ----- bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_1.txt | 76 ----- bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_2.txt | 76 ----- bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_3.txt | 76 ----- bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_0.txt | 76 ----- bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_1.txt | 76 ----- bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_2.txt | 76 ----- bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_3.txt | 76 ----- bin/rundiffs/v4/gama_gold_ddp.txt | 90 ------ bin/rundiffs/v4/gama_gold_ddp_n8.txt | 102 ------- bin/rundiffs/v4/gama_gold_kE.txt | 49 ---- bin/rundiffs/v4/gama_gold_lumfn.txt | 33 --- bin/rundiffs/v4/gama_gold_vmax.txt | 68 ----- bin/rundiffs/v4/gama_gold_zmax.txt | 49 ---- bin/rundiffs/v4/missing.txt | 0 bin/rundiffs/v4/new.txt | 25 -- bin/serialorparallel | 83 ------ 31 files changed, 2277 deletions(-) delete mode 100644 __init__.py delete mode 100755 bin/gold_d8_pipeline delete mode 100755 bin/gold_pipeline delete mode 100755 bin/pipeline.py delete mode 100755 bin/rand_d8_pipeline delete mode 100755 bin/rand_ddp1_d8_pipeline delete mode 100755 bin/rand_ddp1_pipeline delete mode 100755 bin/rand_pipeline delete mode 100755 bin/rundiff.py delete mode 100644 bin/rundiffs/v4/gama_gold.txt delete mode 100644 bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_0.txt delete mode 100644 bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_1.txt delete mode 100644 bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_2.txt delete mode 100644 bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_3.txt delete mode 100644 bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_0.txt delete mode 100644 bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_1.txt delete mode 100644 bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_2.txt delete mode 100644 bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_3.txt delete mode 100644 bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_0.txt delete mode 100644 bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_1.txt delete mode 100644 bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_2.txt delete mode 100644 bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_3.txt delete mode 100644 bin/rundiffs/v4/gama_gold_ddp.txt delete mode 100644 bin/rundiffs/v4/gama_gold_ddp_n8.txt delete mode 100644 bin/rundiffs/v4/gama_gold_kE.txt delete mode 100644 bin/rundiffs/v4/gama_gold_lumfn.txt delete mode 100644 bin/rundiffs/v4/gama_gold_vmax.txt delete mode 100644 bin/rundiffs/v4/gama_gold_zmax.txt delete mode 100644 bin/rundiffs/v4/missing.txt delete mode 100644 bin/rundiffs/v4/new.txt delete mode 100755 bin/serialorparallel diff --git a/__init__.py b/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/bin/gold_d8_pipeline b/bin/gold_d8_pipeline deleted file mode 100755 index f7af5597..00000000 --- a/bin/gold_d8_pipeline +++ /dev/null @@ -1,78 +0,0 @@ -#!/bin/bash -#SBATCH -p cordelia -#SBATCH --mem=50G -#SBATCH -t 00:45:00 -#SBATCH -o /cosma/home/durham/dc-wils7/data/GAMA4/logs/gold_d8_pipeline.log -#SBATCH -A durham -#SBATCH --nodes=1 -#SBATCH --ntasks-per-node=1 -#SBATCH --open-mode=append - -# Submit with: sbatch gold_d8_pipeline -# to qos of [debug, regular] -# -# See status with e.g. squeue -u mjwilson -# - -if [ -z ${DRYRUN+x} ]; then - export DRYRUN='' - # export DRYRUN='--dryrun' -else - echo 'DRYRUN SET TO BE '$DRYRUN -fi - -if [[ -z "${SURVEY}" ]]; then - export SURVEY='gama' - export SURVEYARG='--survey gama' -else - export SURVEYARG='--survey '$SURVEY - - echo 'SURVEY SET TO BE '$SURVEY -fi - -export PATH=$HOME/.conda/envs/lumfn/bin/:$CODE_ROOT/bin/:$PATH -export PYTHONPATH=$CODE_ROOT:$PYTHONPATH - -mapfile -t FIELDS < $CODE_ROOT/data/$SURVEY'_fields.txt' - -echo -echo 'Environment:' -echo -echo 'Code: '$CODE_ROOT -echo 'Gold output dir.: '$GOLD_DIR -echo 'Randoms output dir: '$RANDOMS_DIR -echo 'Fields: '${FIELDS[@]} - -cd $CODE_ROOT - -# source /project/projectdirs/desi/software/desi_environment.sh master - -# Dependency on randoms bd files, for fillfactor and bound_dist. -# Hence field argument. -echo 'Running gen_ddp_n8.py; logging to logs/'$SURVEY'_ddp_n8.log' - -# Defaults to randoms_ddp1. -python gen_ddp_n8.py $DRYRUN $SURVEYARG --log - -# References schechter fn given a ddp n8 catalog (for fill factor). -# Dependency on ddp file, due to fillfactor completeness requirement. -python gen_gold_lf.py $DRYRUN $SURVEYARG --log - -echo 'Running gen_gold_lf.py; logging to logs/'$SURVEY'_lumfn.log' - -# TODO: should also be restricted to fillfactor > 0.8; -# python lumfn_stepwise.py $DRYRUN $NOOVERWRITE $SURVEYARG --log - -echo 'Running gen_gold_lf.py; logging to logs/gama_lumfn_d8_G9/12/15.log' - -# Density dependent schechter fn. given a ddp_n8 catalog. -# Dependency on randoms_ddp1. -for FIELD in ${FIELDS[@]} -do - echo 'Running: '$FIELD - - python gen_gold_lf.py --density_split --selfcount_volfracs --field $FIELD $DRYRUN $SURVEYARG --log -done - -echo -echo 'Done.' diff --git a/bin/gold_pipeline b/bin/gold_pipeline deleted file mode 100755 index 633aedfb..00000000 --- a/bin/gold_pipeline +++ /dev/null @@ -1,94 +0,0 @@ -#!/bin/bash -#SBATCH -p cordelia -#SBATCH --mem=20G -#SBATCH -t 02:00:00 -#SBATCH -o /cosma/home/durham/dc-wils7/data/GAMA4/logs/gold_pipeline.log -#SBATCH -A durham -#SBATCH --nodes=1 -#SBATCH --ntasks-per-node=1 -#SBATCH --open-mode=append - -# projects: hpcicc, durham, analyse, dp004, do010 - -# Submit with: sbatch gold_pipeline -# to qos of [debug, regular] -# -# See status with e.g. squeue -u mjwilson -# - -if [[ -z "${RESET}" ]]; then - export RESET=0 -else - echo 'RESET SET TO BE '$RESET -fi - -if [ -z ${DRYRUN+x} ]; then - # export DRYRUN='' - export DRYRUN='--dryrun' -else - echo 'DRYRUN SET TO BE '$DRYRUN -fi - -if [ -z ${NOOVERWRITE+x} ]; then - export NOOVERWRITE='' -else - echo 'NOOVERWRITE SET TO BE '$NOOVERWRITE -fi - -if [[ -z "${SURVEY}" ]]; then - export SURVEY='gama' - export SURVEYARG='--survey gama' -else - export SURVEYARG='--survey '$SURVEY - - echo 'SURVEY SET TO BE '$SURVEY -fi - -export PATH=$HOME/.conda/envs/lumfn/bin/:$CODE_ROOT/bin/:$PATH -export PYTHONPATH=$CODE_ROOT:$PYTHONPATH - -echo -echo 'Environment:' -echo -echo 'Code: '$CODE_ROOT -echo 'Gold output dir.: '$GOLD_DIR -echo 'Randoms output dir: '$RANDOMS_DIR - -SCRIPT_DIR=$( cd -- "$( dirname -- "${BASH_SOURCE[0]}" )" &> /dev/null && pwd ) - -echo 'Running gold pipeline (with bin:'$SCRIPT_DIR')' - -cd $CODE_ROOT - -# source /project/projectdirs/desi/software/desi_environment.sh master - -if (( $RESET > 0 )); then - echo '>>>>> TRASHING GOLD_DIR <<<<<.' - - rm -f $GOLD_DIR/*.fits -fi - - -echo 'Running gold pipeline; logging to '$GOLD_DIR'/logs/'$SURVEY'_gold.log' - -python3 -u gen_gold.py $DRYRUN $NOOVERWRITE $SURVEYARG --log - -echo 'Running gen_kEcat.py; logging to '$GOLD_DIR'/logs/'$SURVEY'_kE.log' - -python3 -u gen_kEcat.py $DRYRUN $NOOVERWRITE $SURVEYARG --log - -echo 'Running gen_zmax_cat.py; logging to '$GOLD_DIR'/logs/'$SURVEY'_zama.log' - -python3 -u gen_zmax_cat.py $DRYRUN $NOOVERWRITE $SURVEYARG --log - -echo 'Running ddp_limits.py; logging to '$GOLD_DIR'/logs/ddp_limits.log' - -python3 -u ddp_limits.py $NOOVERWRITE $SURVEYARG --log - -echo 'Running gen_ddp_cat.py; logging to '$GOLD_DIR'/logs/'$SURVEY'_ddp.log' - -python3 -u gen_ddp_cat.py $DRYRUN $NOOVERWRITE $SURVEYARG --log - -echo 'Running gen_gold_lf.py; logging to '$GOLD_DIR'/logs/'$SURVEY'_lumfn.log' -echo -echo 'Done.' diff --git a/bin/pipeline.py b/bin/pipeline.py deleted file mode 100755 index a55fd994..00000000 --- a/bin/pipeline.py +++ /dev/null @@ -1,267 +0,0 @@ -import os -import sys -import glob -import argparse -import subprocess -import numpy as np - -from pathlib import Path -from subprocess import check_output -from findfile import fetch_fields, safe_reset -from submit import customise_script -from config import Configuration -from utils import run_command -from params import oversample_nrealisations - -''' -# --log -# Sbatch: python3 pipeline.py --survey gama --use_sbatch --queue cosma --reset -# Head: python3 pipeline.py --survey desi --dryrun -# -# Note: use sinfo to see available nodes to each queue. -''' - -def pipeline(args, use_sbatch=False, reset=False, nooverwrite=False, dryrun=True, survey='gama', freshclone=False, log=False, custom=True, comments=None, stages=None): - if custom & (args != None): - customise_script(args) - - custom = '/custom/' - - else: - custom = '' - - if reset & nooverwrite: - raise ValueError('No overwrite and reset are incompatible.') - - if dryrun: - dryrun = '--dryrun' - - else: - dryrun = '' - - if nooverwrite: - nooverwrite = '--nooverwrite' - else: - nooverwrite = '' - - if log: - sys.stdout = open('pipeline.log', 'w') - - if reset: - print('\n\n>>>>> TRASHING GOLD_DIR AND RANDOMS <<<<<\n\n') - - cmds = [] - - for root in [os.environ['GOLD_DIR'], os.environ['RANDOMS_DIR']]: - cmds.append('rm -f {}/logs/*.log'.format(root)) - cmds.append('rm -f {}/*_dryrun.fits'.format(root)) - - cmds.append('rm -f {}/*.fits'.format(os.environ['RANDOMS_DIR'])) - - for cmd in cmds: - print(cmd) - - os.system(cmd) - - if survey == 'desi': - safe_reset(supported=True, printonly=True) - - raise NotImplementedError('Full reset unsupported for desi') - - if reset: - os.environ['RESET'] = str(1) - - else: - os.environ['RESET'] = str(0) - - os.environ['DRYRUN'] = dryrun - os.environ['SURVEY'] = survey - os.environ['NOOVERWRITE'] = nooverwrite - - print('\n\nAssuming $USESBATCH={}'.format(use_sbatch)) - print('Assuming $RESET={}'.format(reset)) - print('Assuming $SURVEY={}'.format(survey)) - print('Assuming $DRYRUN={}'.format(dryrun)) - print('Assuming $NOOVERWRITE={}\n\n'.format(nooverwrite)) - - # ---- Total of eight jobs, with correct dependency logic ---- - os.environ['RESET'] = '0' - - # --------------------------------------------- - home = os.environ['HOME'] - - os.chdir(f'{home}') - - if freshclone: - cmds = [] - - cmds.append('rm -rf {}/tmp'.format(os.environ['HOME'])) - cmds.append('mkdir -p {}/tmp'.format(os.environ['HOME'])) - cmds.append('git clone --branch main https://github.com/SgmAstro/DESI.git {}/tmp/DESI'.format(os.environ['HOME'])) - - - for cmd in cmds: - out = run_command(cmd, noid=True) - - code_root = os.environ['CODE_ROOT'] = '{}/tmp/DESI/'.format(os.environ['HOME']) - - os.environ['PATH'] = f':{code_root}/bin/{custom}:' + os.environ['PATH'] - os.environ['PYTHONPATH'] = f'{code_root}/:' + os.environ['PYTHONPATH'] - - else: - code_root = '{}/DESI/'.format(os.environ['HOME']) - - os.environ['PATH'] = code_root + f'/bin/{custom}:' + os.environ['PATH'] - os.environ['PYTHONPATH'] = code_root + '/:' + os.environ['PYTHONPATH'] - - Path(os.environ['GOLD_DIR'] + '/logs/').mkdir(parents=True, exist_ok=True) - Path(os.environ['RANDOMS_DIR'] + '/logs/').mkdir(parents=True, exist_ok=True) - - if stages == None: - # TODO: difficulty is handing the dependency jobids. - stages = ['gold',\ - 'rand',\ - 'rand_ddp1',\ - 'rand_d8',\ - 'rand_ddp1_d8',\ - 'gold_d8'] - - # --------------------------------------------- - # Generate all steps up to reference LF. - cmd = 'serialorparallel -n {} -p {:d} -e DRYRUN={},RESET={:d},NOOVERWRITE={},SURVEY={} -s gold_pipeline -c {}'.format('gold_pipeline', int(use_sbatch), dryrun, int(reset), nooverwrite, survey, code_root) - gold_jobid = run_command(cmd) - - print('\n>>>>> GOLD JOB ID <<<<<') - print(gold_jobid) - print('\n\n') - - # - # https://slurm.schedmd.com/sbatch.html - # - - fields = fetch_fields(survey=survey) - - rand_jobids = {} - rand_ddp_jobids = {} - - for field in fields: - rand_jobids[field] = [] - - for realz in np.arange(oversample_nrealisations): - # No dependency. Generate all steps up to random fill factor and bound_dist. - cmd = 'serialorparallel -n {} -p {:d} -e FIELD={},DRYRUN={},RESET={:d},NOOVERWRITE={},SURVEY={},REALZ={} -s rand_pipeline -c {}' - cmd = cmd.format(f'rand_pipeline_{field}_{realz}', int(use_sbatch), field, dryrun, int(reset), nooverwrite, survey, realz, code_root) - - jobid = run_command(cmd) - - rand_jobids[field].append(str(jobid)) - - rand_jobids[field] = ','.join(rand_jobids[field]) - - for field in fields: - rand_ddp_jobids[field] = [] - - for realz in np.arange(oversample_nrealisations): - # Dependency on $GOLD_JOBID (gold ddp cat generated by gold_pipeline). - # Generate ddp1 randoms limited to ddp1 z limits - with corresponding fillfactors, bound_dist etc. - cmd = 'serialorparallel -n {} -p {:d} -e FIELD={},DRYRUN={},RESET={:d},NOOVERWRITE={},SURVEY={},REALZ={} -d {} -s rand_ddp1_pipeline -c {}' - cmd = cmd.format(f'rand_ddp1_pipeline_{field}_{realz}', int(use_sbatch), field, dryrun, int(reset), nooverwrite, survey, realz, gold_jobid, code_root) - - jobid = run_command(cmd) - - rand_ddp_jobids[field].append(str(jobid)) - - rand_ddp_jobids[field] =','.join(rand_ddp_jobids[field]) - - print('\n\n>>>>> RANDOM JOB IDS <<<<<') - print(rand_jobids) - print(rand_ddp_jobids) - print('\n\n') - - rand_d8_jobids = {} - rand_ddp_d8_jobids = {} - - for field in fields: - # Requires ddp cat, & randoms; no reset required. - rand_jobid = rand_jobids[field] - - cmd = 'serialorparallel -n {} -p {:d} -e FIELD={},DRYRUN={},RESET={:d},NOOVERWRITE={},SURVEY={} -d {},{} -s rand_d8_pipeline -c {}' - cmd = cmd.format(f'rand_d8_pipeline_{field}', int(use_sbatch), field, dryrun, int(reset), nooverwrite, survey, gold_jobid, rand_jobid, code_root) - - rand_d8_jobids[field] = run_command(cmd) - - rand_ddp_jobid = rand_ddp_jobids[field] - - cmd = 'serialorparallel -n {} -p {:d} -e FIELD={},DRYRUN={},NOOVERWRITE={},SURVEY={} -d {},{} -s rand_ddp1_d8_pipeline -c {}' - cmd = cmd.format(f'rand_ddp1_d8_pipeline_{field}', int(use_sbatch), field, dryrun, nooverwrite, survey, gold_jobid, rand_ddp_jobid, code_root) - rand_ddp_d8_jobids[field] = run_command(cmd) - - print('\n\n>>>>> RANDOM D8 JOB IDS <<<<<') - print(rand_d8_jobids) - print(rand_ddp_d8_jobids) - print('\n\n') - - # Requires ddp cat. & random fill factor. - # Note: runs all fields simultaneously. - dependencies = ','.join(str(rand_ddp_d8_jobids[field]) for field in fields) - - # possibly missing RESET=$RESET - cmd = 'serialorparallel -n {} -p {:d} -e DRYRUN={},NOOVERWRITE={},SURVEY={} -d {} -s gold_d8_pipeline -c {}' - cmd = cmd.format('gold_d8_pipeline', int(use_sbatch), dryrun, nooverwrite, survey, dependencies, code_root) - gold_d8_jobid = run_command(cmd) - - print('\n\n>>>>> GOLD D8 JOB IDS <<<<<') - print(gold_d8_jobid) - print('\n\n>>>>> DONE. <<<<<\n\n') - - if log: - sys.stdout.close() - - -if __name__ == '__main__': - parser = argparse.ArgumentParser(description='Run Lumfn pipeline') - parser.add_argument('--use_sbatch', help='Submit via Sbatch', action='store_true') - parser.add_argument('--reset', help='Reset', action='store_true') - parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') - parser.add_argument('--dryrun', help='Dryrun', action='store_true') - parser.add_argument('--survey', help='Survey', default='gama') - parser.add_argument('--freshclone', help='Fresh clone', action='store_true') - parser.add_argument('--log', help='Log stdout.', action='store_true') - parser.add_argument('--custom', help='Customised submission scripts.', default=True) - parser.add_argument('--config', help='Path to configuration file', type=str, default=None) - parser.add_argument('--comments', help='Add comments to README.') - - # Customise submission scripts. - parser.add_argument('-s', '--script', help='Script to customise.', type=str, default=None) - parser.add_argument('--script_log', help='Job log path.', type=str, default=None) - parser.add_argument('-q', '--queue', help='Queue for submission.', type=str, default='cosma') - parser.add_argument('-m', '--memory', help='Node memory usage [GB].', type=str, default=None) - parser.add_argument('-t', '--time', help='Job time to request.', type=str, default=None) - parser.add_argument('-a', '--account', help='Account for submission.', type=str, default=None) - parser.add_argument('-n', '--nodes', help='Nodes to request.', type=int, default=None) - - args = parser.parse_args() - use_sbatch = int(args.use_sbatch) - reset = args.reset - nooverwrite = args.nooverwrite - dryrun = args.dryrun - survey = args.survey - freshclone = args.freshclone - custom = args.custom - comments = args.comments - config = args.config - log = args.log - - config = Configuration(config) - config.update_attributes('pipeline', args) - - if comments != None: - comments = comments.split(';') - - print('Appending comments: {}'.format(comments)) - - config.update_comments(comments) - - config.write() - - pipeline(use_sbatch=use_sbatch, reset=reset, nooverwrite=nooverwrite, dryrun=dryrun, survey=survey, freshclone=freshclone, log=log, custom=custom, comments=comments, args=args) diff --git a/bin/rand_d8_pipeline b/bin/rand_d8_pipeline deleted file mode 100755 index 4c70efc2..00000000 --- a/bin/rand_d8_pipeline +++ /dev/null @@ -1,57 +0,0 @@ -#!/bin/bash -#SBATCH -p cordelia -#SBATCH --mem=120G -#SBATCH -t 00:20:00 -#SBATCH -o /cosma/home/durham/dc-wils7/data/GAMA4/randoms/logs/rand_d8_pipeline.log -#SBATCH -A durham -#SBATCH --nodes=1 -#SBATCH --ntasks-per-node=1 -#SBATCH --open-mode=append - -if [[ -z "${FIELD}" ]]; then - export FIELD="R1" -else - echo 'FIELD SET TO BE '$FIELD -fi - -if [ -z ${DRYRUN+x} ]; then - # export DRYRUN='' - export DRYRUN='--dryrun' -else - echo 'DRYRUN SET TO BE '$DRYRUN -fi - -if [[ -z "${SURVEY}" ]]; then - export SURVEY='desi' - export SURVEYARG='--survey desi' -else - export SURVEYARG='--survey '$SURVEY - - echo 'SURVEY SET TO BE '$SURVEY -fi - -export PATH=$HOME/.conda/envs/lumfn/bin/:$CODE_ROOT/bin/:$PATH -export PYTHONPATH=$CODE_ROOT:$PYTHONPATH - -echo -echo 'Environment:' -echo -echo 'Code: '$CODE_ROOT -echo 'Gold output dir.: '$GOLD_DIR -echo 'Randoms output dir: '$RANDOMS_DIR - -cd $CODE_ROOT - -# source /project/projectdirs/desi/software/desi_environment.sh master - -echo 'Running randoms pipeline for field '$FIELD - -python bound_dist.py --field $FIELD $DRYRUN $NOOVERWRITE $SURVEYARG --log - -# Assumes python gen_ddp_N8.py has been run. -python gen_rand_ddp_N8.py --field $FIELD $DRYRUN $SURVEYARG --log - -# TODO: QA scripts need updated to point to RANDOMS_DIR, GOLD_DIR -# pytest - -echo 'Done.' diff --git a/bin/rand_ddp1_d8_pipeline b/bin/rand_ddp1_d8_pipeline deleted file mode 100755 index 67e12e35..00000000 --- a/bin/rand_ddp1_d8_pipeline +++ /dev/null @@ -1,73 +0,0 @@ -#!/bin/bash -#SBATCH -p cordelia -#SBATCH --mem=120G -#SBATCH -t 00:20:00 -#SBATCH -o /cosma/home/durham/dc-wils7/data/GAMA4/randoms/logs/rand_ddp1_d8_pipeline.log -#SBATCH -A durham -#SBATCH --nodes=1 -#SBATCH --ntasks-per-node=1 -#SBATCH --open-mode=append - -if [[ -z "${FIELD}" ]]; then - export FIELD="G9" -else - echo 'FIELD SET TO BE '$FIELD -fi - -if [ -z ${DRYRUN+x} ]; then - export DRYRUN='' - # export DRYRUN='--dryrun' -else - echo 'DRYRUN SET TO BE '$DRYRUN -fi - -if [[ -z "${SURVEY}" ]]; then - export SURVEY='gama' - export SURVEYARG='--survey gama' -else - export SURVEYARG='--survey '$SURVEY - - echo 'SURVEY SET TO BE '$SURVEY -fi - -if [[ -z "${NOOVERWRITE}" ]]; then - export NOOVERWRITE='' - # export NOOVERWRITE='--nooverwrite' -else - echo 'RESET SET TO BE '$NOOVERWRITE -fi - -export PATH=$HOME/.conda/envs/lumfn/bin/:$CODE_ROOT/bin/:$PATH -export PYTHONPATH=$CODE_ROOT:$PYTHONPATH - -echo -echo 'Environment:' -echo -echo 'Code: '$CODE_ROOT -echo 'Gold output dir.: '$GOLD_DIR -echo 'Randoms output dir: '$RANDOMS_DIR - -cd $CODE_ROOT - -# source /project/projectdirs/desi/software/desi_environment.sh master - -echo 'Running randoms ddp1 d8 pipeline for field '$FIELD - -DDP_FILE=$GOLD_DIR'/'$SURVEY'_gold_ddp'${DRYRUN/'--'/'_'}'.fits' - -if [ -f "$DDP_FILE" ]; then - echo "Found DDP file: "$DDP_FILE -else - echo $DDP_FILE' does not exist.' - exit 1 -fi - -python bound_dist.py --field $FIELD --prefix 'randoms_ddp1' $DRYRUN $NOOVERWRITE $SURVEYARG --log - -# Assumes python gen_ddp_N8.py has been run. -python gen_rand_ddp_N8.py --field $FIELD --prefix 'randoms_ddp1' $DRYRUN $SURVEYARG $NOOVERWRITE --log - -# TODO: QA scripts need updated to point to RANDOMS_DIR, GOLD_DIR -# pytest - -echo 'Done.' diff --git a/bin/rand_ddp1_pipeline b/bin/rand_ddp1_pipeline deleted file mode 100755 index fa27a2e8..00000000 --- a/bin/rand_ddp1_pipeline +++ /dev/null @@ -1,101 +0,0 @@ -#!/bin/bash -#SBATCH -p cordelia -#SBATCH --mem=120G -#SBATCH -t 00:30:00 -#SBATCH -o /cosma/home/durham/dc-wils7/data/GAMA4/randoms/logs/rand_ddp1_pipeline.log -#SBATCH -A durham -#SBATCH --nodes=1 -#SBATCH --ntasks-per-node=1 -#SBATCH --open-mode=append - -# Submit with: sbatch rand_ddp1_pipeline -# to qos of [] -# See status with e.g. squeue -u mjwilson -# - -# printenv - -if [[ -z "${FIELD}" ]]; then - export FIELD="G12" - echo 'FIELD NOT FOUND. SETTING TO BE '$FIELD -else - echo 'FIELD SET TO BE '$FIELD -fi - -if [ -z ${DRYRUN+x} ]; then - export DRYRUN='' - # export DRYRUN='--dryrun' -else - echo 'DRYRUN SET TO BE '$DRYRUN -fi - -if [[ -z "${NOOVERWRITE}" ]]; then - # export NOOVERWRITE='' - export NOOVERWRITE='--nooverwrite' -else - echo 'RESET SET TO BE '$NOOVERWRITE -fi - -if [[ -z "${SURVEY}" ]]; then - export SURVEY='gama' - export SURVEYARG='--survey gama' -else - export SURVEYARG='--survey '$SURVEY - - echo 'SURVEY SET TO BE '$SURVEY -fi - -if [[ -z "${REALZ}" ]]; then - export REALZ=0 -else - echo 'REALZ SET TO BE '$REALZ -fi - -export PATH=$HOME/.conda/envs/lumfn/bin/:$CODE_ROOT/bin/:$PATH -export PYTHONPATH=$CODE_ROOT:$PYTHONPATH - -echo -echo 'Environment:' -echo -echo 'Code: '$CODE_ROOT -echo 'Gold output dir.: '$GOLD_DIR -echo 'Randoms output dir: '$RANDOMS_DIR - -cd $CODE_ROOT - -# source /project/projectdirs/desi/software/desi_environment.sh master - -echo 'Running randoms ddp pipeline for field '$FIELD - -echo 'Generating DDP randoms.' - - -DDP_FILE=$GOLD_DIR'/'$SURVEY'_gold_ddp'${DRYRUN/'--'/'_'}'.fits' - -if [ -f "$DDP_FILE" ]; then - echo "Found DDP file: "$DDP_FILE -else - echo $DDP_FILE' does not exist.' - exit 1 -fi - -ddp1_zmin=$(fitsheader $DDP_FILE -k 'DDP1_ZMIN' -e 1) -ddp1_zmin=$(echo $ddp1_zmin | cut -d " " -f 9) - -ddp1_zmax=$(fitsheader $DDP_FILE -k 'DDP1_ZMAX' -e 1) -ddp1_zmax=$(echo $ddp1_zmax | cut -d " " -f 9) - -echo 'DDP1_ZMIN: '$ddp1_zmin -echo 'DDP1_ZMAX: '$ddp1_zmax - -# should match params.oversample_nrealisations -python randoms.py --realz $REALZ --field $FIELD --prefix randoms_ddp1 --zmin $ddp1_zmin --zmax $ddp1_zmax $DRYRUN $NOOVERWRITE $SURVEYARG --log - -python boundary.py --field $FIELD --prefix randoms_ddp1 --zmin $ddp1_zmin --zmax $ddp1_zmax $DRYRUN $NOOVERWRITE $SURVEYARG --log - -python fillfactor.py --realz $REALZ --field $FIELD --prefix randoms_ddp1 $DRYRUN $NOOVERWRITE $SURVEYARG --log - -# TODO: QA scripts need updated to point to RANDOMS_DIR, GOLD_DIR -# pytest - -echo 'Done.' diff --git a/bin/rand_pipeline b/bin/rand_pipeline deleted file mode 100755 index 61ef1151..00000000 --- a/bin/rand_pipeline +++ /dev/null @@ -1,88 +0,0 @@ -#!/bin/bash -#SBATCH -p cordelia -#SBATCH --mem=120G -#SBATCH -t 00:45:00 -#SBATCH -o /cosma/home/durham/dc-wils7/data/GAMA4/randoms/logs/rand_pipeline.log -#SBATCH -A durham -#SBATCH --nodes=1 -#SBATCH --ntasks-per-node=1 -#SBATCH --open-mode=append - -# printenv - -if [[ -z "${FIELD}" ]]; then - export FIELD="G9" - echo 'FIELD NOT FOUND. SETTING TO BE '$FIELD -else - echo 'FIELD SET TO BE '$FIELD -fi - -if [ -z ${DRYRUN+x} ]; then - # export DRYRUN='' - export DRYRUN='--dryrun' -else - echo 'DRYRUN SET TO BE '$DRYRUN -fi - -if [[ -z "${RESET}" ]]; then - export RESET=0 -else - echo 'RESET SET TO BE '$RESET -fi - -if [[ -z "${NOOVERWRITE}" ]]; then - export NOOVERWRITE='' - # export NOOVERWRITE='--nooverwrite' -else - echo 'RESET SET TO BE '$NOOVERWRITE -fi - -if [[ -z "${SURVEY}" ]]; then - export SURVEY='gama' - export SURVEYARG='--survey gama' -else - export SURVEYARG='--survey '$SURVEY - - echo 'SURVEY SET TO BE '$SURVEY -fi - -if [[ -z "${REALZ}" ]]; then - export REALZ=0 -else - echo 'REALZ SET TO BE '$REALZ -fi - -export PATH=$HOME/.conda/envs/lumfn/bin/:$CODE_ROOT/bin/:$PATH -export PYTHONPATH=$CODE_ROOT:$PYTHONPATH - -echo -echo 'Environment:' -echo -echo 'Code: '$CODE_ROOT -echo 'Gold output dir.: '$GOLD_DIR -echo 'Randoms output dir: '$RANDOMS_DIR - -cd $CODE_ROOT - -# source /project/projectdirs/desi/software/desi_environment.sh master - -if (( $RESET > 0 )); then - echo '>>>>> TRASHING RANDOMS_DIR FOR '$FIELD' <<<<<' - - rm $RANDOMS_DIR/*$FIELD*.fits -fi - - -echo 'Running randoms pipeline for field '$FIELD - -# Should match params.oversample_nrealisations -python randoms.py --realz $REALZ --field $FIELD $DRYRUN $NOOVERWRITE $SURVEYARG --log - -python boundary.py --field $FIELD $DRYRUN $NOOVERWRITE $SURVEYARG --log - -python fillfactor.py --realz $REALZ --field $FIELD $DRYRUN $NOOVERWRITE $SURVEYARG --log - -# TODO: QA scripts need updated to point to RANDOMS_DIR, GOLD_DIR -# pytest - -echo 'Done.' diff --git a/bin/rundiff.py b/bin/rundiff.py deleted file mode 100755 index 7eb5f9ce..00000000 --- a/bin/rundiff.py +++ /dev/null @@ -1,65 +0,0 @@ -import os -import glob -import astropy.io.fits as fits - -from pathlib import Path -from astropy.io.fits import FITSDiff - - -def write_filelist(olist, fpath): - textfile = open(fpath, 'w') - - for ee in olist: - textfile.write(ee + '\n') - - textfile.close() - - -def run_diff(new_version=4, over=None): - # https://docs.astropy.org/en/stable/io/fits/api/diff.html - if over == None: - over = new_version - 1 - - root = os.environ['TILING_CATDIR'] - - new_dir = root + '/v{}/'.format(new_version) - old_dir = root + '/v{}/'.format(over) - - npaths = sorted(glob.glob(new_dir + '/*.fits')) - opaths = sorted(glob.glob(old_dir + '/*.fits')) - - print('\n\nDiffing {} files in {} to {} files in {}.\n\n'.format(len(npaths), new_dir, len(opaths), old_dir)) - - common = list(set([os.path.basename(x) for x in npaths]).intersection([os.path.basename(x) for x in opaths])) - - rundiff_dir = '{}/rundiffs/v{}/'.format(os.environ['TILING_CATDIR'], new_version) - - Path(rundiff_dir).mkdir(parents=True, exist_ok=True) - - for cc in common: - fd = FITSDiff(new_dir + cc,\ - old_dir + cc,\ - ignore_hdus=[],\ - ignore_keywords=[],\ - ignore_comments=[],\ - ignore_fields=[],\ - numdiffs=10,\ - rtol=1.e-6,\ - atol=1.e-6,\ - ignore_blanks=True,\ - ignore_blank_cards=True) - - print('{}/{}.txt'.format(rundiff_dir, cc.split('.')[0])) - - fd = fd.report('{}/{}.txt'.format(rundiff_dir, cc.split('.')[0]), overwrite=True) - - new = [x for x in npaths if os.path.basename(x) not in common] - missing = [x for x in opaths if os.path.basename(x) not in common] - - write_filelist(new, '{}/new.txt'.format(rundiff_dir)) - write_filelist(missing, '{}/missing.txt'.format(rundiff_dir)) - - print('\n\nDone.\n\n') - -if __name__ == '__main__': - fds = run_diff() diff --git a/bin/rundiffs/v4/gama_gold.txt b/bin/rundiffs/v4/gama_gold.txt deleted file mode 100644 index 47acb555..00000000 --- a/bin/rundiffs/v4/gama_gold.txt +++ /dev/null @@ -1,43 +0,0 @@ - - fitsdiff: 5.0 - a: /cosma5/data/durham/dc-wils7//v4/gama_gold.fits - b: /cosma5/data/durham/dc-wils7//v3/gama_gold.fits - Maximum number of different data values to be reported: 10 - Relative tolerance: 1e-06, Absolute tolerance: 1e-06 - -Extension HDU 1 (TilingCat, 1): - - Data contains differences: - Column CARTESIAN_X data differs in row 0: - a> -245.24125652386456 - b> -416.3638800831448 - Column CARTESIAN_X data differs in row 1: - a> -719.9340667453704 - b> -467.602574452899 - Column CARTESIAN_X data differs in row 2: - a> -438.3880940653836 - b> -738.6550286481652 - Column CARTESIAN_X data differs in row 3: - a> -325.9851692787255 - b> -195.84689476342496 - Column CARTESIAN_X data differs in row 4: - a> -409.30744566436306 - b> -466.4207431903221 - Column CARTESIAN_X data differs in row 5: - a> -612.8576499598569 - b> -141.48973957719082 - Column CARTESIAN_X data differs in row 6: - a> -233.93801379220335 - b> -347.93860112325126 - Column CARTESIAN_X data differs in row 7: - a> -390.5412315651098 - b> -706.2935144496544 - Column CARTESIAN_X data differs in row 8: - a> -352.97464017087464 - b> -200.3255895999648 - Column CARTESIAN_X data differs in row 9: - a> -305.6064005417072 - b> -510.6153805522818 - ...2078414 additional difference(s) found. - ... - 2078424 different table data element(s) found (91.41% different). diff --git a/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_0.txt b/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_0.txt deleted file mode 100644 index a1daae5e..00000000 --- a/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_0.txt +++ /dev/null @@ -1,76 +0,0 @@ - - fitsdiff: 5.0 - a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_0.fits - b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G12_ddp_n8_d0_0.fits - Maximum number of different data values to be reported: 10 - Relative tolerance: 1e-06, Absolute tolerance: 1e-06 - -Extension HDU 1 (TilingCat, 1): - - Headers contain differences: - Headers have different number of cards: - a: 250 - b: 246 - Extra keyword 'GOLD_NGAL' in a: 113687 - Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' - Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' - Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' - Keyword DDP1_DENS has different values: - a> 0.006042196899455394 - b> 0.005383528919866887 - Keyword DDP1_NGAL has different values: - a> 45889 - b> 34732 - Keyword DDP1_VZ has different values: - a> 7594754.153764196 - b> 6451530.309761721 - Keyword DDP1_ZMAX has different values: - a> 0.2629899978637695 - b> 0.2483299970626831 - Keyword DDP2_DENS has different values: - a> 0.01035841825568372 - b> 0.009928035902084681 - Keyword DDP2_NGAL has different values: - a> 32698 - ? - - b> 26598 - ? + - Keyword DDP2_VZ has different values: - a> 3156659.558717707 - b> 2679079.755786839 - Keyword DDP2_ZMAX has different values: - a> 0.1937000006437302 - b> 0.1830800026655197 - Keyword DDP3_DENS has different values: - a> 0.01910797832470021 - b> 0.01839618589233126 - Keyword DDP3_NGAL has different values: - a> 8748 - b> 7954 - Keyword DDP3_VZ has different values: - a> 457819.2340050841 - b> 432372.2344703938 - Keyword DDP3_ZMAX has different values: - a> 0.1015800014138222 - b> 0.09973999857902527 - Keyword NAXIS2 has different values: - a> 1210 - b> 1047 - Keyword RPATH_0 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits - Keyword RPATH_1 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits - Keyword RPATH_2 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits - - Data contains differences: - Table rows differ: - a: 1210 - b: 1047 - No further data comparison performed. diff --git a/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_1.txt b/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_1.txt deleted file mode 100644 index dc7fe027..00000000 --- a/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_1.txt +++ /dev/null @@ -1,76 +0,0 @@ - - fitsdiff: 5.0 - a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_1.fits - b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G12_ddp_n8_d0_1.fits - Maximum number of different data values to be reported: 10 - Relative tolerance: 1e-06, Absolute tolerance: 1e-06 - -Extension HDU 1 (TilingCat, 1): - - Headers contain differences: - Headers have different number of cards: - a: 250 - b: 246 - Extra keyword 'GOLD_NGAL' in a: 113687 - Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' - Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' - Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' - Keyword DDP1_DENS has different values: - a> 0.006042196899455394 - b> 0.005383528919866887 - Keyword DDP1_NGAL has different values: - a> 45889 - b> 34732 - Keyword DDP1_VZ has different values: - a> 7594754.153764196 - b> 6451530.309761721 - Keyword DDP1_ZMAX has different values: - a> 0.2629899978637695 - b> 0.2483299970626831 - Keyword DDP2_DENS has different values: - a> 0.01035841825568372 - b> 0.009928035902084681 - Keyword DDP2_NGAL has different values: - a> 32698 - ? - - b> 26598 - ? + - Keyword DDP2_VZ has different values: - a> 3156659.558717707 - b> 2679079.755786839 - Keyword DDP2_ZMAX has different values: - a> 0.1937000006437302 - b> 0.1830800026655197 - Keyword DDP3_DENS has different values: - a> 0.01910797832470021 - b> 0.01839618589233126 - Keyword DDP3_NGAL has different values: - a> 8748 - b> 7954 - Keyword DDP3_VZ has different values: - a> 457819.2340050841 - b> 432372.2344703938 - Keyword DDP3_ZMAX has different values: - a> 0.1015800014138222 - b> 0.09973999857902527 - Keyword NAXIS2 has different values: - a> 3966 - b> 3457 - Keyword RPATH_0 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits - Keyword RPATH_1 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits - Keyword RPATH_2 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits - - Data contains differences: - Table rows differ: - a: 3966 - b: 3457 - No further data comparison performed. diff --git a/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_2.txt b/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_2.txt deleted file mode 100644 index e180af18..00000000 --- a/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_2.txt +++ /dev/null @@ -1,76 +0,0 @@ - - fitsdiff: 5.0 - a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_2.fits - b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G12_ddp_n8_d0_2.fits - Maximum number of different data values to be reported: 10 - Relative tolerance: 1e-06, Absolute tolerance: 1e-06 - -Extension HDU 1 (TilingCat, 1): - - Headers contain differences: - Headers have different number of cards: - a: 250 - b: 246 - Extra keyword 'GOLD_NGAL' in a: 113687 - Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' - Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' - Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' - Keyword DDP1_DENS has different values: - a> 0.006042196899455394 - b> 0.005383528919866887 - Keyword DDP1_NGAL has different values: - a> 45889 - b> 34732 - Keyword DDP1_VZ has different values: - a> 7594754.153764196 - b> 6451530.309761721 - Keyword DDP1_ZMAX has different values: - a> 0.2629899978637695 - b> 0.2483299970626831 - Keyword DDP2_DENS has different values: - a> 0.01035841825568372 - b> 0.009928035902084681 - Keyword DDP2_NGAL has different values: - a> 32698 - ? - - b> 26598 - ? + - Keyword DDP2_VZ has different values: - a> 3156659.558717707 - b> 2679079.755786839 - Keyword DDP2_ZMAX has different values: - a> 0.1937000006437302 - b> 0.1830800026655197 - Keyword DDP3_DENS has different values: - a> 0.01910797832470021 - b> 0.01839618589233126 - Keyword DDP3_NGAL has different values: - a> 8748 - b> 7954 - Keyword DDP3_VZ has different values: - a> 457819.2340050841 - b> 432372.2344703938 - Keyword DDP3_ZMAX has different values: - a> 0.1015800014138222 - b> 0.09973999857902527 - Keyword NAXIS2 has different values: - a> 8456 - b> 7351 - Keyword RPATH_0 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits - Keyword RPATH_1 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits - Keyword RPATH_2 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits - - Data contains differences: - Table rows differ: - a: 8456 - b: 7351 - No further data comparison performed. diff --git a/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_3.txt b/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_3.txt deleted file mode 100644 index cb40878f..00000000 --- a/bin/rundiffs/v4/gama_gold_G12_ddp_n8_d0_3.txt +++ /dev/null @@ -1,76 +0,0 @@ - - fitsdiff: 5.0 - a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_3.fits - b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G12_ddp_n8_d0_3.fits - Maximum number of different data values to be reported: 10 - Relative tolerance: 1e-06, Absolute tolerance: 1e-06 - -Extension HDU 1 (TilingCat, 1): - - Headers contain differences: - Headers have different number of cards: - a: 250 - b: 246 - Extra keyword 'GOLD_NGAL' in a: 113687 - Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' - Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' - Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' - Keyword DDP1_DENS has different values: - a> 0.006042196899455394 - b> 0.005383528919866887 - Keyword DDP1_NGAL has different values: - a> 45889 - b> 34732 - Keyword DDP1_VZ has different values: - a> 7594754.153764196 - b> 6451530.309761721 - Keyword DDP1_ZMAX has different values: - a> 0.2629899978637695 - b> 0.2483299970626831 - Keyword DDP2_DENS has different values: - a> 0.01035841825568372 - b> 0.009928035902084681 - Keyword DDP2_NGAL has different values: - a> 32698 - ? - - b> 26598 - ? + - Keyword DDP2_VZ has different values: - a> 3156659.558717707 - b> 2679079.755786839 - Keyword DDP2_ZMAX has different values: - a> 0.1937000006437302 - b> 0.1830800026655197 - Keyword DDP3_DENS has different values: - a> 0.01910797832470021 - b> 0.01839618589233126 - Keyword DDP3_NGAL has different values: - a> 8748 - b> 7954 - Keyword DDP3_VZ has different values: - a> 457819.2340050841 - b> 432372.2344703938 - Keyword DDP3_ZMAX has different values: - a> 0.1015800014138222 - b> 0.09973999857902527 - Keyword NAXIS2 has different values: - a> 4414 - b> 4439 - Keyword RPATH_0 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits - Keyword RPATH_1 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits - Keyword RPATH_2 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits - - Data contains differences: - Table rows differ: - a: 4414 - b: 4439 - No further data comparison performed. diff --git a/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_0.txt b/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_0.txt deleted file mode 100644 index 3aaa217c..00000000 --- a/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_0.txt +++ /dev/null @@ -1,76 +0,0 @@ - - fitsdiff: 5.0 - a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_0.fits - b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G15_ddp_n8_d0_0.fits - Maximum number of different data values to be reported: 10 - Relative tolerance: 1e-06, Absolute tolerance: 1e-06 - -Extension HDU 1 (TilingCat, 1): - - Headers contain differences: - Headers have different number of cards: - a: 250 - b: 246 - Extra keyword 'GOLD_NGAL' in a: 113687 - Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' - Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' - Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' - Keyword DDP1_DENS has different values: - a> 0.006042196899455394 - b> 0.005383528919866887 - Keyword DDP1_NGAL has different values: - a> 45889 - b> 34732 - Keyword DDP1_VZ has different values: - a> 7594754.153764196 - b> 6451530.309761721 - Keyword DDP1_ZMAX has different values: - a> 0.2629899978637695 - b> 0.2483299970626831 - Keyword DDP2_DENS has different values: - a> 0.01035841825568372 - b> 0.009928035902084681 - Keyword DDP2_NGAL has different values: - a> 32698 - ? - - b> 26598 - ? + - Keyword DDP2_VZ has different values: - a> 3156659.558717707 - b> 2679079.755786839 - Keyword DDP2_ZMAX has different values: - a> 0.1937000006437302 - b> 0.1830800026655197 - Keyword DDP3_DENS has different values: - a> 0.01910797832470021 - b> 0.01839618589233126 - Keyword DDP3_NGAL has different values: - a> 8748 - b> 7954 - Keyword DDP3_VZ has different values: - a> 457819.2340050841 - b> 432372.2344703938 - Keyword DDP3_ZMAX has different values: - a> 0.1015800014138222 - b> 0.09973999857902527 - Keyword NAXIS2 has different values: - a> 1238 - b> 1101 - Keyword RPATH_0 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits - Keyword RPATH_1 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits - Keyword RPATH_2 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits - - Data contains differences: - Table rows differ: - a: 1238 - b: 1101 - No further data comparison performed. diff --git a/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_1.txt b/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_1.txt deleted file mode 100644 index fa01c9b3..00000000 --- a/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_1.txt +++ /dev/null @@ -1,76 +0,0 @@ - - fitsdiff: 5.0 - a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_1.fits - b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G15_ddp_n8_d0_1.fits - Maximum number of different data values to be reported: 10 - Relative tolerance: 1e-06, Absolute tolerance: 1e-06 - -Extension HDU 1 (TilingCat, 1): - - Headers contain differences: - Headers have different number of cards: - a: 250 - b: 246 - Extra keyword 'GOLD_NGAL' in a: 113687 - Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' - Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' - Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' - Keyword DDP1_DENS has different values: - a> 0.006042196899455394 - b> 0.005383528919866887 - Keyword DDP1_NGAL has different values: - a> 45889 - b> 34732 - Keyword DDP1_VZ has different values: - a> 7594754.153764196 - b> 6451530.309761721 - Keyword DDP1_ZMAX has different values: - a> 0.2629899978637695 - b> 0.2483299970626831 - Keyword DDP2_DENS has different values: - a> 0.01035841825568372 - b> 0.009928035902084681 - Keyword DDP2_NGAL has different values: - a> 32698 - ? - - b> 26598 - ? + - Keyword DDP2_VZ has different values: - a> 3156659.558717707 - b> 2679079.755786839 - Keyword DDP2_ZMAX has different values: - a> 0.1937000006437302 - b> 0.1830800026655197 - Keyword DDP3_DENS has different values: - a> 0.01910797832470021 - b> 0.01839618589233126 - Keyword DDP3_NGAL has different values: - a> 8748 - b> 7954 - Keyword DDP3_VZ has different values: - a> 457819.2340050841 - b> 432372.2344703938 - Keyword DDP3_ZMAX has different values: - a> 0.1015800014138222 - b> 0.09973999857902527 - Keyword NAXIS2 has different values: - a> 4187 - b> 3710 - Keyword RPATH_0 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits - Keyword RPATH_1 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits - Keyword RPATH_2 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits - - Data contains differences: - Table rows differ: - a: 4187 - b: 3710 - No further data comparison performed. diff --git a/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_2.txt b/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_2.txt deleted file mode 100644 index 32923e15..00000000 --- a/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_2.txt +++ /dev/null @@ -1,76 +0,0 @@ - - fitsdiff: 5.0 - a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_2.fits - b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G15_ddp_n8_d0_2.fits - Maximum number of different data values to be reported: 10 - Relative tolerance: 1e-06, Absolute tolerance: 1e-06 - -Extension HDU 1 (TilingCat, 1): - - Headers contain differences: - Headers have different number of cards: - a: 250 - b: 246 - Extra keyword 'GOLD_NGAL' in a: 113687 - Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' - Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' - Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' - Keyword DDP1_DENS has different values: - a> 0.006042196899455394 - b> 0.005383528919866887 - Keyword DDP1_NGAL has different values: - a> 45889 - b> 34732 - Keyword DDP1_VZ has different values: - a> 7594754.153764196 - b> 6451530.309761721 - Keyword DDP1_ZMAX has different values: - a> 0.2629899978637695 - b> 0.2483299970626831 - Keyword DDP2_DENS has different values: - a> 0.01035841825568372 - b> 0.009928035902084681 - Keyword DDP2_NGAL has different values: - a> 32698 - ? - - b> 26598 - ? + - Keyword DDP2_VZ has different values: - a> 3156659.558717707 - b> 2679079.755786839 - Keyword DDP2_ZMAX has different values: - a> 0.1937000006437302 - b> 0.1830800026655197 - Keyword DDP3_DENS has different values: - a> 0.01910797832470021 - b> 0.01839618589233126 - Keyword DDP3_NGAL has different values: - a> 8748 - b> 7954 - Keyword DDP3_VZ has different values: - a> 457819.2340050841 - b> 432372.2344703938 - Keyword DDP3_ZMAX has different values: - a> 0.1015800014138222 - b> 0.09973999857902527 - Keyword NAXIS2 has different values: - a> 7175 - b> 6344 - Keyword RPATH_0 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits - Keyword RPATH_1 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits - Keyword RPATH_2 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits - - Data contains differences: - Table rows differ: - a: 7175 - b: 6344 - No further data comparison performed. diff --git a/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_3.txt b/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_3.txt deleted file mode 100644 index d6343a68..00000000 --- a/bin/rundiffs/v4/gama_gold_G15_ddp_n8_d0_3.txt +++ /dev/null @@ -1,76 +0,0 @@ - - fitsdiff: 5.0 - a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_3.fits - b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G15_ddp_n8_d0_3.fits - Maximum number of different data values to be reported: 10 - Relative tolerance: 1e-06, Absolute tolerance: 1e-06 - -Extension HDU 1 (TilingCat, 1): - - Headers contain differences: - Headers have different number of cards: - a: 250 - b: 246 - Extra keyword 'GOLD_NGAL' in a: 113687 - Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' - Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' - Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' - Keyword DDP1_DENS has different values: - a> 0.006042196899455394 - b> 0.005383528919866887 - Keyword DDP1_NGAL has different values: - a> 45889 - b> 34732 - Keyword DDP1_VZ has different values: - a> 7594754.153764196 - b> 6451530.309761721 - Keyword DDP1_ZMAX has different values: - a> 0.2629899978637695 - b> 0.2483299970626831 - Keyword DDP2_DENS has different values: - a> 0.01035841825568372 - b> 0.009928035902084681 - Keyword DDP2_NGAL has different values: - a> 32698 - ? - - b> 26598 - ? + - Keyword DDP2_VZ has different values: - a> 3156659.558717707 - b> 2679079.755786839 - Keyword DDP2_ZMAX has different values: - a> 0.1937000006437302 - b> 0.1830800026655197 - Keyword DDP3_DENS has different values: - a> 0.01910797832470021 - b> 0.01839618589233126 - Keyword DDP3_NGAL has different values: - a> 8748 - b> 7954 - Keyword DDP3_VZ has different values: - a> 457819.2340050841 - b> 432372.2344703938 - Keyword DDP3_ZMAX has different values: - a> 0.1015800014138222 - b> 0.09973999857902527 - Keyword NAXIS2 has different values: - a> 5087 - b> 5417 - Keyword RPATH_0 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits - Keyword RPATH_1 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits - Keyword RPATH_2 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits - - Data contains differences: - Table rows differ: - a: 5087 - b: 5417 - No further data comparison performed. diff --git a/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_0.txt b/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_0.txt deleted file mode 100644 index 5e9f0ec5..00000000 --- a/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_0.txt +++ /dev/null @@ -1,76 +0,0 @@ - - fitsdiff: 5.0 - a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_0.fits - b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G9_ddp_n8_d0_0.fits - Maximum number of different data values to be reported: 10 - Relative tolerance: 1e-06, Absolute tolerance: 1e-06 - -Extension HDU 1 (TilingCat, 1): - - Headers contain differences: - Headers have different number of cards: - a: 250 - b: 246 - Extra keyword 'GOLD_NGAL' in a: 113687 - Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' - Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' - Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' - Keyword DDP1_DENS has different values: - a> 0.006042196899455394 - b> 0.005383528919866887 - Keyword DDP1_NGAL has different values: - a> 45889 - b> 34732 - Keyword DDP1_VZ has different values: - a> 7594754.153764196 - b> 6451530.309761721 - Keyword DDP1_ZMAX has different values: - a> 0.2629899978637695 - b> 0.2483299970626831 - Keyword DDP2_DENS has different values: - a> 0.01035841825568372 - b> 0.009928035902084681 - Keyword DDP2_NGAL has different values: - a> 32698 - ? - - b> 26598 - ? + - Keyword DDP2_VZ has different values: - a> 3156659.558717707 - b> 2679079.755786839 - Keyword DDP2_ZMAX has different values: - a> 0.1937000006437302 - b> 0.1830800026655197 - Keyword DDP3_DENS has different values: - a> 0.01910797832470021 - b> 0.01839618589233126 - Keyword DDP3_NGAL has different values: - a> 8748 - b> 7954 - Keyword DDP3_VZ has different values: - a> 457819.2340050841 - b> 432372.2344703938 - Keyword DDP3_ZMAX has different values: - a> 0.1015800014138222 - b> 0.09973999857902527 - Keyword NAXIS2 has different values: - a> 1302 - b> 1129 - Keyword RPATH_0 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits - Keyword RPATH_1 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits - Keyword RPATH_2 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits - - Data contains differences: - Table rows differ: - a: 1302 - b: 1129 - No further data comparison performed. diff --git a/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_1.txt b/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_1.txt deleted file mode 100644 index 38739b8a..00000000 --- a/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_1.txt +++ /dev/null @@ -1,76 +0,0 @@ - - fitsdiff: 5.0 - a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_1.fits - b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G9_ddp_n8_d0_1.fits - Maximum number of different data values to be reported: 10 - Relative tolerance: 1e-06, Absolute tolerance: 1e-06 - -Extension HDU 1 (TilingCat, 1): - - Headers contain differences: - Headers have different number of cards: - a: 250 - b: 246 - Extra keyword 'GOLD_NGAL' in a: 113687 - Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' - Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' - Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' - Keyword DDP1_DENS has different values: - a> 0.006042196899455394 - b> 0.005383528919866887 - Keyword DDP1_NGAL has different values: - a> 45889 - b> 34732 - Keyword DDP1_VZ has different values: - a> 7594754.153764196 - b> 6451530.309761721 - Keyword DDP1_ZMAX has different values: - a> 0.2629899978637695 - b> 0.2483299970626831 - Keyword DDP2_DENS has different values: - a> 0.01035841825568372 - b> 0.009928035902084681 - Keyword DDP2_NGAL has different values: - a> 32698 - ? - - b> 26598 - ? + - Keyword DDP2_VZ has different values: - a> 3156659.558717707 - b> 2679079.755786839 - Keyword DDP2_ZMAX has different values: - a> 0.1937000006437302 - b> 0.1830800026655197 - Keyword DDP3_DENS has different values: - a> 0.01910797832470021 - b> 0.01839618589233126 - Keyword DDP3_NGAL has different values: - a> 8748 - b> 7954 - Keyword DDP3_VZ has different values: - a> 457819.2340050841 - b> 432372.2344703938 - Keyword DDP3_ZMAX has different values: - a> 0.1015800014138222 - b> 0.09973999857902527 - Keyword NAXIS2 has different values: - a> 4021 - b> 3539 - Keyword RPATH_0 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits - Keyword RPATH_1 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits - Keyword RPATH_2 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits - - Data contains differences: - Table rows differ: - a: 4021 - b: 3539 - No further data comparison performed. diff --git a/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_2.txt b/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_2.txt deleted file mode 100644 index d7df05fd..00000000 --- a/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_2.txt +++ /dev/null @@ -1,76 +0,0 @@ - - fitsdiff: 5.0 - a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_2.fits - b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G9_ddp_n8_d0_2.fits - Maximum number of different data values to be reported: 10 - Relative tolerance: 1e-06, Absolute tolerance: 1e-06 - -Extension HDU 1 (TilingCat, 1): - - Headers contain differences: - Headers have different number of cards: - a: 250 - b: 246 - Extra keyword 'GOLD_NGAL' in a: 113687 - Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' - Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' - Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' - Keyword DDP1_DENS has different values: - a> 0.006042196899455394 - b> 0.005383528919866887 - Keyword DDP1_NGAL has different values: - a> 45889 - b> 34732 - Keyword DDP1_VZ has different values: - a> 7594754.153764196 - b> 6451530.309761721 - Keyword DDP1_ZMAX has different values: - a> 0.2629899978637695 - b> 0.2483299970626831 - Keyword DDP2_DENS has different values: - a> 0.01035841825568372 - b> 0.009928035902084681 - Keyword DDP2_NGAL has different values: - a> 32698 - ? - - b> 26598 - ? + - Keyword DDP2_VZ has different values: - a> 3156659.558717707 - b> 2679079.755786839 - Keyword DDP2_ZMAX has different values: - a> 0.1937000006437302 - b> 0.1830800026655197 - Keyword DDP3_DENS has different values: - a> 0.01910797832470021 - b> 0.01839618589233126 - Keyword DDP3_NGAL has different values: - a> 8748 - b> 7954 - Keyword DDP3_VZ has different values: - a> 457819.2340050841 - b> 432372.2344703938 - Keyword DDP3_ZMAX has different values: - a> 0.1015800014138222 - b> 0.09973999857902527 - Keyword NAXIS2 has different values: - a> 7859 - b> 7071 - Keyword RPATH_0 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits - Keyword RPATH_1 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits - Keyword RPATH_2 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits - - Data contains differences: - Table rows differ: - a: 7859 - b: 7071 - No further data comparison performed. diff --git a/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_3.txt b/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_3.txt deleted file mode 100644 index 3268ce74..00000000 --- a/bin/rundiffs/v4/gama_gold_G9_ddp_n8_d0_3.txt +++ /dev/null @@ -1,76 +0,0 @@ - - fitsdiff: 5.0 - a: /cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_3.fits - b: /cosma5/data/durham/dc-wils7//v3/gama_gold_G9_ddp_n8_d0_3.fits - Maximum number of different data values to be reported: 10 - Relative tolerance: 1e-06, Absolute tolerance: 1e-06 - -Extension HDU 1 (TilingCat, 1): - - Headers contain differences: - Headers have different number of cards: - a: 250 - b: 246 - Extra keyword 'GOLD_NGAL' in a: 113687 - Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' - Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' - Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' - Keyword DDP1_DENS has different values: - a> 0.006042196899455394 - b> 0.005383528919866887 - Keyword DDP1_NGAL has different values: - a> 45889 - b> 34732 - Keyword DDP1_VZ has different values: - a> 7594754.153764196 - b> 6451530.309761721 - Keyword DDP1_ZMAX has different values: - a> 0.2629899978637695 - b> 0.2483299970626831 - Keyword DDP2_DENS has different values: - a> 0.01035841825568372 - b> 0.009928035902084681 - Keyword DDP2_NGAL has different values: - a> 32698 - ? - - b> 26598 - ? + - Keyword DDP2_VZ has different values: - a> 3156659.558717707 - b> 2679079.755786839 - Keyword DDP2_ZMAX has different values: - a> 0.1937000006437302 - b> 0.1830800026655197 - Keyword DDP3_DENS has different values: - a> 0.01910797832470021 - b> 0.01839618589233126 - Keyword DDP3_NGAL has different values: - a> 8748 - b> 7954 - Keyword DDP3_VZ has different values: - a> 457819.2340050841 - b> 432372.2344703938 - Keyword DDP3_ZMAX has different values: - a> 0.1015800014138222 - b> 0.09973999857902527 - Keyword NAXIS2 has different values: - a> 2081 - b> 2339 - Keyword RPATH_0 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits - Keyword RPATH_1 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits - Keyword RPATH_2 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits - - Data contains differences: - Table rows differ: - a: 2081 - b: 2339 - No further data comparison performed. diff --git a/bin/rundiffs/v4/gama_gold_ddp.txt b/bin/rundiffs/v4/gama_gold_ddp.txt deleted file mode 100644 index 8f18d7e2..00000000 --- a/bin/rundiffs/v4/gama_gold_ddp.txt +++ /dev/null @@ -1,90 +0,0 @@ - - fitsdiff: 5.0 - a: /cosma5/data/durham/dc-wils7//v4/gama_gold_ddp.fits - b: /cosma5/data/durham/dc-wils7//v3/gama_gold_ddp.fits - Maximum number of different data values to be reported: 10 - Relative tolerance: 1e-06, Absolute tolerance: 1e-06 - -Extension HDU 1 (TilingCat, 1): - - Headers contain differences: - Headers have different number of cards: - a: 218 - b: 214 - Extra keyword 'GOLD_NGAL' in a: 113687 - Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' - Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' - Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' - Keyword DDP1_DENS has different values: - a> 0.006042196899455394 - b> 0.005383528919866887 - Keyword DDP1_NGAL has different values: - a> 45889 - b> 34732 - Keyword DDP1_VZ has different values: - a> 7594754.153764196 - b> 6451530.309761721 - Keyword DDP1_ZMAX has different values: - a> 0.2629899978637695 - b> 0.2483299970626831 - Keyword DDP2_DENS has different values: - a> 0.01035841825568372 - b> 0.009928035902084681 - Keyword DDP2_NGAL has different values: - a> 32698 - ? - - b> 26598 - ? + - Keyword DDP2_VZ has different values: - a> 3156659.558717707 - b> 2679079.755786839 - Keyword DDP2_ZMAX has different values: - a> 0.1937000006437302 - b> 0.1830800026655197 - Keyword DDP3_DENS has different values: - a> 0.01910797832470021 - b> 0.01839618589233126 - Keyword DDP3_NGAL has different values: - a> 8748 - b> 7954 - Keyword DDP3_VZ has different values: - a> 457819.2340050841 - b> 432372.2344703938 - Keyword DDP3_ZMAX has different values: - a> 0.1015800014138222 - b> 0.09973999857902527 - - Data contains differences: - Column CARTESIAN_X data differs in row 0: - a> -245.24125652386456 - b> -427.8330938224349 - Column CARTESIAN_X data differs in row 1: - a> -719.9340667453704 - b> -329.1495629694051 - Column CARTESIAN_X data differs in row 2: - a> -438.3880940653836 - b> -313.90729155002373 - Column CARTESIAN_X data differs in row 3: - a> -325.9851692787255 - b> -265.7648322504193 - Column CARTESIAN_X data differs in row 4: - a> -409.30744566436306 - b> -429.8204948973231 - Column CARTESIAN_X data differs in row 5: - a> -612.8576499598569 - b> -494.50458449144605 - Column CARTESIAN_X data differs in row 6: - a> -233.93801379220335 - b> -308.8472360150555 - Column CARTESIAN_X data differs in row 7: - a> -390.5412315651098 - b> -350.19949533803214 - Column CARTESIAN_X data differs in row 8: - a> -352.97464017087464 - b> -730.4847811262921 - Column CARTESIAN_X data differs in row 9: - a> -305.6064005417072 - b> -228.11923502076007 - ...4240102 additional difference(s) found. - ... - 4240112 different table data element(s) found (86.74% different). diff --git a/bin/rundiffs/v4/gama_gold_ddp_n8.txt b/bin/rundiffs/v4/gama_gold_ddp_n8.txt deleted file mode 100644 index 3090a87d..00000000 --- a/bin/rundiffs/v4/gama_gold_ddp_n8.txt +++ /dev/null @@ -1,102 +0,0 @@ - - fitsdiff: 5.0 - a: /cosma5/data/durham/dc-wils7//v4/gama_gold_ddp_n8.fits - b: /cosma5/data/durham/dc-wils7//v3/gama_gold_ddp_n8.fits - Maximum number of different data values to be reported: 10 - Relative tolerance: 1e-06, Absolute tolerance: 1e-06 - -Extension HDU 1 (TilingCat, 1): - - Headers contain differences: - Headers have different number of cards: - a: 246 - b: 242 - Extra keyword 'GOLD_NGAL' in a: 113687 - Extra keyword 'TMR_DDP1' in a: '[-21.8, -20.1]' - Extra keyword 'TMR_DDP2' in a: '[-20.6, -19.3]' - Extra keyword 'TMR_DDP3' in a: '[-21.8, -20.1]' - Keyword DDP1_DENS has different values: - a> 0.006042196899455394 - b> 0.005383528919866887 - Keyword DDP1_NGAL has different values: - a> 45889 - b> 34732 - Keyword DDP1_VZ has different values: - a> 7594754.153764196 - b> 6451530.309761721 - Keyword DDP1_ZMAX has different values: - a> 0.2629899978637695 - b> 0.2483299970626831 - Keyword DDP2_DENS has different values: - a> 0.01035841825568372 - b> 0.009928035902084681 - Keyword DDP2_NGAL has different values: - a> 32698 - ? - - b> 26598 - ? + - Keyword DDP2_VZ has different values: - a> 3156659.558717707 - b> 2679079.755786839 - Keyword DDP2_ZMAX has different values: - a> 0.1937000006437302 - b> 0.1830800026655197 - Keyword DDP3_DENS has different values: - a> 0.01910797832470021 - b> 0.01839618589233126 - Keyword DDP3_NGAL has different values: - a> 8748 - b> 7954 - Keyword DDP3_VZ has different values: - a> 457819.2340050841 - b> 432372.2344703938 - Keyword DDP3_ZMAX has different values: - a> 0.1015800014138222 - b> 0.09973999857902527 - Keyword RPATH_0 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G9_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits - Keyword RPATH_1 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G12_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits - Keyword RPATH_2 has different values: - a> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_ddp1_bd_G15_0.fits - ? ----- - b> /cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits - - Data contains differences: - Column BOUND_DIST data differs in row 0: - a> 8.103221833476626 - b> 2.332156921409896 - Column BOUND_DIST data differs in row 1: - a> 19.139754762979756 - b> 2.551916182498647 - Column BOUND_DIST data differs in row 2: - a> 2.6506381441815234 - b> 7.514641469346167 - Column BOUND_DIST data differs in row 3: - a> 3.6125548752889935 - b> 6.392815839637295 - Column BOUND_DIST data differs in row 4: - a> 16.326856492349847 - b> 4.157537259593573 - Column BOUND_DIST data differs in row 5: - a> 8.019893226576338 - b> 2.5751527532233847 - Column BOUND_DIST data differs in row 6: - a> 5.326763857346925 - b> 5.406639700805002 - Column BOUND_DIST data differs in row 7: - a> 7.458848365810399 - b> 13.5706114725317 - Column BOUND_DIST data differs in row 8: - a> 3.5401460011651698 - b> 7.317429002320604 - Column BOUND_DIST data differs in row 9: - a> 8.860802614478388 - b> 5.713707072704908 - ...5184257 additional difference(s) found. - ... - 5184267 different table data element(s) found (86.04% different). diff --git a/bin/rundiffs/v4/gama_gold_kE.txt b/bin/rundiffs/v4/gama_gold_kE.txt deleted file mode 100644 index 76534c78..00000000 --- a/bin/rundiffs/v4/gama_gold_kE.txt +++ /dev/null @@ -1,49 +0,0 @@ - - fitsdiff: 5.0 - a: /cosma5/data/durham/dc-wils7//v4/gama_gold_kE.fits - b: /cosma5/data/durham/dc-wils7//v3/gama_gold_kE.fits - Maximum number of different data values to be reported: 10 - Relative tolerance: 1e-06, Absolute tolerance: 1e-06 - -Extension HDU 1 (TilingCat, 1): - - Headers contain differences: - Headers have different number of cards: - a: 183 - b: 182 - Extra keyword 'GOLD_NGAL' in a: 113687 - - Data contains differences: - Column CARTESIAN_X data differs in row 0: - a> -245.24125652386456 - b> -427.8330938224349 - Column CARTESIAN_X data differs in row 1: - a> -719.9340667453704 - b> -329.1495629694051 - Column CARTESIAN_X data differs in row 2: - a> -438.3880940653836 - b> -313.90729155002373 - Column CARTESIAN_X data differs in row 3: - a> -325.9851692787255 - b> -265.7648322504193 - Column CARTESIAN_X data differs in row 4: - a> -409.30744566436306 - b> -429.8204948973231 - Column CARTESIAN_X data differs in row 5: - a> -612.8576499598569 - b> -494.50458449144605 - Column CARTESIAN_X data differs in row 6: - a> -233.93801379220335 - b> -308.8472360150555 - Column CARTESIAN_X data differs in row 7: - a> -390.5412315651098 - b> -350.19949533803214 - Column CARTESIAN_X data differs in row 8: - a> -352.97464017087464 - b> -730.4847811262921 - Column CARTESIAN_X data differs in row 9: - a> -305.6064005417072 - b> -228.11923502076007 - ...3701974 additional difference(s) found. - ... - 3701984 different table data element(s) found (90.45% different). diff --git a/bin/rundiffs/v4/gama_gold_lumfn.txt b/bin/rundiffs/v4/gama_gold_lumfn.txt deleted file mode 100644 index 2e678865..00000000 --- a/bin/rundiffs/v4/gama_gold_lumfn.txt +++ /dev/null @@ -1,33 +0,0 @@ - - fitsdiff: 5.0 - a: /cosma5/data/durham/dc-wils7//v4/gama_gold_lumfn.fits - b: /cosma5/data/durham/dc-wils7//v3/gama_gold_lumfn.fits - Maximum number of different data values to be reported: 10 - Relative tolerance: 1e-06, Absolute tolerance: 1e-06 - -Extension HDU 1 (TilingCat, 1): - - Headers contain differences: - Headers have different number of cards: - a: 109 - b: 127 - Extra keyword 'GOLD_NGAL' in a: 113687 - Extra keyword 'DDP1_DENS' in b: 0.005383528919866887 - Extra keyword 'DDP1_NGAL' in b: 34732 - Extra keyword 'DDP1_VZ' in b: 6451530.309761721 - Extra keyword 'DDP1_ZMAX' in b: 0.2483299970626831 - Extra keyword 'DDP1_ZMIN' in b: 0.0390699990093708 - Extra keyword 'DDP2_DENS' in b: 0.009928035902084681 - Extra keyword 'DDP2_NGAL' in b: 26598 - Extra keyword 'DDP2_VZ' in b: 2679079.755786839 - Extra keyword 'DDP2_ZMAX' in b: 0.1830800026655197 - Extra keyword 'DDP2_ZMIN' in b: 0.03914999961853027 - Extra keyword 'DDP3_DENS' in b: 0.01839618589233126 - Extra keyword 'DDP3_NGAL' in b: 7954 - Extra keyword 'DDP3_VZ' in b: 432372.2344703938 - Extra keyword 'DDP3_ZMAX' in b: 0.09973999857902527 - Extra keyword 'DDP3_ZMIN' in b: 0.03903000056743622 - Extra keyword 'RPATH_0' in b: '/cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits' - Extra keyword 'RPATH_1' in b: '/cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits' - Extra keyword 'RPATH_2' in b: '/cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits' - Extra keyword 'VOL8' in b: 2144.660584850632 diff --git a/bin/rundiffs/v4/gama_gold_vmax.txt b/bin/rundiffs/v4/gama_gold_vmax.txt deleted file mode 100644 index e954a21b..00000000 --- a/bin/rundiffs/v4/gama_gold_vmax.txt +++ /dev/null @@ -1,68 +0,0 @@ - - fitsdiff: 5.0 - a: /cosma5/data/durham/dc-wils7//v4/gama_gold_vmax.fits - b: /cosma5/data/durham/dc-wils7//v3/gama_gold_vmax.fits - Maximum number of different data values to be reported: 10 - Relative tolerance: 1e-06, Absolute tolerance: 1e-06 - -Extension HDU 1 (TilingCat, 1): - - Headers contain differences: - Headers have different number of cards: - a: 107 - b: 125 - Extra keyword 'GOLD_NGAL' in a: 113687 - Extra keyword 'DDP1_DENS' in b: 0.005383528919866887 - Extra keyword 'DDP1_NGAL' in b: 34732 - Extra keyword 'DDP1_VZ' in b: 6451530.309761721 - Extra keyword 'DDP1_ZMAX' in b: 0.2483299970626831 - Extra keyword 'DDP1_ZMIN' in b: 0.0390699990093708 - Extra keyword 'DDP2_DENS' in b: 0.009928035902084681 - Extra keyword 'DDP2_NGAL' in b: 26598 - Extra keyword 'DDP2_VZ' in b: 2679079.755786839 - Extra keyword 'DDP2_ZMAX' in b: 0.1830800026655197 - Extra keyword 'DDP2_ZMIN' in b: 0.03914999961853027 - Extra keyword 'DDP3_DENS' in b: 0.01839618589233126 - Extra keyword 'DDP3_NGAL' in b: 7954 - Extra keyword 'DDP3_VZ' in b: 432372.2344703938 - Extra keyword 'DDP3_ZMAX' in b: 0.09973999857902527 - Extra keyword 'DDP3_ZMIN' in b: 0.03903000056743622 - Extra keyword 'RPATH_0' in b: '/cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G9_0.fits' - Extra keyword 'RPATH_1' in b: '/cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G12_0.fits' - Extra keyword 'RPATH_2' in b: '/cosma/home/durham/dc-wils7/data/GAMA4/randoms//randoms_bd_G15_0.fits' - Extra keyword 'VOL8' in b: 2144.660584850632 - - Data contains differences: - Column MCOLOR_0P0 data differs in row 0: - a> -17.28288200453336 - b> -19.514288898304457 - Column MCOLOR_0P0 data differs in row 1: - a> -19.57819528092627 - b> -19.59281940013149 - Column MCOLOR_0P0 data differs in row 2: - a> -19.83317066958331 - b> -19.945070914239654 - Column MCOLOR_0P0 data differs in row 3: - a> -19.82472623096576 - b> -19.678222349682667 - Column MCOLOR_0P0 data differs in row 4: - a> -19.24496856686621 - b> -20.53782775391534 - Column MCOLOR_0P0 data differs in row 5: - a> -20.978091889010262 - b> -20.464857177055965 - Column MCOLOR_0P0 data differs in row 6: - a> -19.15170954475067 - b> -18.89293481444552 - Column MCOLOR_0P0 data differs in row 7: - a> -20.33575346103273 - b> -20.368130796655105 - Column MCOLOR_0P0 data differs in row 8: - a> -21.108184931558036 - b> -20.465896797609915 - Column MCOLOR_0P0 data differs in row 9: - a> -18.459635808316214 - b> -17.511605097987193 - ...521599 additional difference(s) found. - ... - 521609 different table data element(s) found (76.53% different). diff --git a/bin/rundiffs/v4/gama_gold_zmax.txt b/bin/rundiffs/v4/gama_gold_zmax.txt deleted file mode 100644 index 92a3643d..00000000 --- a/bin/rundiffs/v4/gama_gold_zmax.txt +++ /dev/null @@ -1,49 +0,0 @@ - - fitsdiff: 5.0 - a: /cosma5/data/durham/dc-wils7//v4/gama_gold_zmax.fits - b: /cosma5/data/durham/dc-wils7//v3/gama_gold_zmax.fits - Maximum number of different data values to be reported: 10 - Relative tolerance: 1e-06, Absolute tolerance: 1e-06 - -Extension HDU 1 (TilingCat, 1): - - Headers contain differences: - Headers have different number of cards: - a: 197 - b: 196 - Extra keyword 'GOLD_NGAL' in a: 113687 - - Data contains differences: - Column CARTESIAN_X data differs in row 0: - a> -245.24125652386456 - b> -427.8330938224349 - Column CARTESIAN_X data differs in row 1: - a> -719.9340667453704 - b> -329.1495629694051 - Column CARTESIAN_X data differs in row 2: - a> -438.3880940653836 - b> -313.90729155002373 - Column CARTESIAN_X data differs in row 3: - a> -325.9851692787255 - b> -265.7648322504193 - Column CARTESIAN_X data differs in row 4: - a> -409.30744566436306 - b> -429.8204948973231 - Column CARTESIAN_X data differs in row 5: - a> -612.8576499598569 - b> -494.50458449144605 - Column CARTESIAN_X data differs in row 6: - a> -233.93801379220335 - b> -308.8472360150555 - Column CARTESIAN_X data differs in row 7: - a> -390.5412315651098 - b> -350.19949533803214 - Column CARTESIAN_X data differs in row 8: - a> -352.97464017087464 - b> -730.4847811262921 - Column CARTESIAN_X data differs in row 9: - a> -305.6064005417072 - b> -228.11923502076007 - ...4156923 additional difference(s) found. - ... - 4156933 different table data element(s) found (87.06% different). diff --git a/bin/rundiffs/v4/missing.txt b/bin/rundiffs/v4/missing.txt deleted file mode 100644 index e69de29b..00000000 diff --git a/bin/rundiffs/v4/new.txt b/bin/rundiffs/v4/new.txt deleted file mode 100644 index 235342f0..00000000 --- a/bin/rundiffs/v4/new.txt +++ /dev/null @@ -1,25 +0,0 @@ -/cosma5/data/durham/dc-wils7//v4/desi_gold.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_0_lumfn.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_0_vmax.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_1_lumfn.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_1_vmax.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_2_lumfn.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_2_vmax.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_3_lumfn.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G12_ddp_n8_d0_3_vmax.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_0_lumfn.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_0_vmax.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_1_lumfn.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_1_vmax.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_2_lumfn.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_2_vmax.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_3_lumfn.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G15_ddp_n8_d0_3_vmax.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_0_lumfn.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_0_vmax.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_1_lumfn.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_1_vmax.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_2_lumfn.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_2_vmax.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_3_lumfn.fits -/cosma5/data/durham/dc-wils7//v4/gama_gold_G9_ddp_n8_d0_3_vmax.fits diff --git a/bin/serialorparallel b/bin/serialorparallel deleted file mode 100755 index 18ece252..00000000 --- a/bin/serialorparallel +++ /dev/null @@ -1,83 +0,0 @@ -#!/usr/bin/bash -# -# ---- serialorparallel ---- -# -# Testing env: -# export eflags='FIELD=G9,DRYRUN=$DRYRUN,RESET=$RESET' -# -# -# Solves: -# RAND_G9_JOBID=$(sbatch --parsable --export=FIELD=G9,DRYRUN=$DRYRUN,RESET=$RESET rand_pipeline) -# -# Wrap a similar call to run in serial (bash), or parallel (sbatch). -# -# -# Example usage -# -# serialorparallel -p 1 -e DRYRUN='--dryrun',NOOVERWRITE='' -d 99 -s gold_pipeline -# serialorparallel -p 1 -e FIELD=G9,DRYRUN='--dryrun' -d 99 -s rand_ddp1_pipeline - -unset parallel -unset dependency -unset export -unset script -unset jobname - -# dependency: a comma separated list of jobids. -# export: a comma separated list of env vars, VAR=VAL. -# script: script to run, e.g. rand_pipeline -while getopts ":p:d:e:s:c:n:" flag; -do - case "${flag}" in - p) parallel=${OPTARG};; - d) dependency=${OPTARG};; - e) export=${OPTARG};; - s) script=${OPTARG};; - c) coderoot=${OPTARG};; - n) jobname=${OPTARG};; - esac -done - -# echo $dependency - -if [[ -z "${dependency}" ]]; then - : -else - dependency='--dependency=afterok:'$dependency' ' -fi - -parallel=$((parallel + 0)) - -# echo $parallel -# echo $dependency -# echo $export -# echo $script -# echo $coderoot - -if [ $parallel -eq '1' ]; then - # echo "sbatch --parsable --export=$export $dependency $script" - echo "$(sbatch --parsable --job-name $jobname --export=$export,CODE_ROOT=$coderoot $dependency $script)" - exit; -fi - -if [ $parallel -eq '0' ]; then - parts=($(echo "$export" | tr ',' '\n')) - - for part in "${parts[@]}" - do - varval=($(echo "$part" | tr '=' '\n')) - - var="${varval[0]}" - val="${varval[1]}" - - export $var=$val - done - - $script > $GOLD_DIR/logs/$script'.log' - - echo "0" - exit; -fi - -echo "ERROR: serialorparallel" -exit; From 0fc32d00c607507fc3c92a90723e11e2728efbc8 Mon Sep 17 00:00:00 2001 From: Michael J Wilson Date: Fri, 10 Jun 2022 10:20:45 +0100 Subject: [PATCH 06/10] add deleted deprecated --- deprecated/10.12.2021_update | 1 - deprecated/Luminosity_Function | 1 - deprecated/cori2cosma | 30 ---------- deprecated/lumfn_stepwise.py | 100 --------------------------------- deprecated/rand_N8.py | 83 --------------------------- 5 files changed, 215 deletions(-) delete mode 100644 deprecated/10.12.2021_update delete mode 100644 deprecated/Luminosity_Function delete mode 100755 deprecated/cori2cosma delete mode 100644 deprecated/lumfn_stepwise.py delete mode 100644 deprecated/rand_N8.py diff --git a/deprecated/10.12.2021_update b/deprecated/10.12.2021_update deleted file mode 100644 index 8b137891..00000000 --- a/deprecated/10.12.2021_update +++ /dev/null @@ -1 +0,0 @@ - diff --git a/deprecated/Luminosity_Function b/deprecated/Luminosity_Function deleted file mode 100644 index 8b137891..00000000 --- a/deprecated/Luminosity_Function +++ /dev/null @@ -1 +0,0 @@ - diff --git a/deprecated/cori2cosma b/deprecated/cori2cosma deleted file mode 100755 index 190bd530..00000000 --- a/deprecated/cori2cosma +++ /dev/null @@ -1,30 +0,0 @@ -#!/bin/bash - -export SURVEY=desi - -export PATH=$CODE_ROOT:$PATH -export RANDOMS_DIR=$CSCRATCH/norberg/GAMA4/randoms/ - -echo $CODE_ROOT -echo $RANDOMS_DIR - -# python3 gen_gold.py --survey desi --dryrun -# python3 gen_gold.py --survey desi - -mapfile -t FIELDS < $CODE_ROOT/data/$SURVEY'_fields.txt' - -for FIELD in ${FIELDS[@]} -do - echo 'Running: '$FIELD - - # python3 randoms.py --survey desi --field $FIELD --dryrun - # python3 randoms.py --survey desi --field $FIELD -done - -echo ${1:-1}@login5.cosma.dur.ac.uk:/cosma/home/durham/${1:-1}/data/GAMA4/ -echo ${1:-1}@login5.cosma.dur.ac.uk:/cosma/home/durham/${1:-1}/data/GAMA4/randoms/ - -# scp -i ~/.ssh/id_rsa $CSCRATCH/norberg/GAMA4/desi_gold_dryrun.fits $CSCRATCH/norberg/GAMA4/desi_gold.fits ${1:-1}@login5.cosma.dur.ac.uk:/cosma/home/durham/${1:-1}/data/GAMA4/ - -scp -i ~/.ssh/id_rsa $RANDOMS_DIR/randoms_R*_0_dryrun.fits $RANDOMS_DIR/randoms_R*_0.fits $RANDOMS_DIR/randoms_R*_x8_0.fits ${1:-1}@login5.cosma.dur.ac.uk:/cosma/home/durham/${1:-1}/data/GAMA4/randoms/ - diff --git a/deprecated/lumfn_stepwise.py b/deprecated/lumfn_stepwise.py deleted file mode 100644 index 50a110f7..00000000 --- a/deprecated/lumfn_stepwise.py +++ /dev/null @@ -1,100 +0,0 @@ -import os -import numpy as np - -from findfile import findfile -from schechter import named_schechter - - -def lum_binner(x, dM=0.1): - ''' - Eqn. 2.10a, W(x), of Efstathiou, Ellis & Peterson. - ''' - return np.abs(x) <= (dM / 2.) - -def lum_visible(x, dM=0.1): - ''' - Eqn. 2.10b, H(x), of Efstathiou, Ellis & Peterson. - ''' - - result = -x/dM + 1./2. - - result[x >= (dM / 2.)] = 0.0 - result[x <= -(dM / 2.)] = 1.0 - - return result - -def lumfn_stepwise_eval(vmax, phi_M, phi, phis, phi_Ms, dM, Mcol='MCOLOR_0P0', Mmin_col='DDPMALL_0P0_VISZ'): - ''' - Eqn. 2.12, of Efstathiou, Ellis & Peterson. - ''' - Ms = vmax[Mcol] - Mmins = vmax[Mmin_col] - - num = np.count_nonzero(lum_binner(phi_M - Ms)) - - facs = lum_visible(phi_M - Mmins) - facs[facs > 0.0] /= np.sum(dM * phis[:,None] * lum_visible(phi_Ms[:,None] - Mmins[facs > 0.0]), axis=0) - - den = np.sum(facs) - - # dM * phis. - return num / den - -def lumfn_stepwise(vmax, Mcol='MCOLOR_0P0', Mmin_col='DDPMALL_0P0_VISZ'): - dM = 0.1 - - phi_Ms = np.arange(-26., -16., dM) - phi_init = 1.e-2 * np.ones_like(phi_Ms) - - diff = 1.e99 - phis = phi_init - - iteration = 0 - - while (diff > 1.e-6): - print('Solving for iteration {:d} with diff. {:.6e}'.format(iteration, diff)) - - new_phis = [] - - for i, (phi_M, phi) in enumerate(zip(phi_Ms, phis)): - new_phis.append(lumfn_stepwise_eval(vmax, phi_M, phi, phis, phi_Ms, dM, Mcol=Mcol, Mmin_col=Mmin_col)) - - new_phis = np.array(new_phis) - - diff = np.sum((new_phis - phis)**2.) - - # Update previous estimate. - phis = new_phis - - iteration += 1 - - phis = phis / dM - - nn = dM * np.sum(phis) - - phis /= nn - - return phi_Ms, phis - - -if __name__ == '__main__': - import pylab as pl - - from astropy.table import Table - - - print('\n\n') - - fpath = findfile('vmax') - - print(fpath) - - vmax = Table.read(findfile('vmax')) - - vmax.pprint() - - phi_Ms, phis = lumfn_stepwise(vmax) - - np.savetxt('stepwise.txt', np.c_[phi_Ms, phis]) - - print('\n\nDone.\n\n') diff --git a/deprecated/rand_N8.py b/deprecated/rand_N8.py deleted file mode 100644 index 2de83687..00000000 --- a/deprecated/rand_N8.py +++ /dev/null @@ -1,83 +0,0 @@ -import os -import numpy as np -import matplotlib.pyplot as plt -import fitsio -from astropy.table import Table -import cosmo as cosmo -from cartesian import cartesian - -from scipy.spatial import KDTree -from astropy.table import Table -from multiprocessing import Pool - -nproc = 10 -field = 'G9' -realz = 0 -boundary_percent = 1. -area = 12*5 - -fpath = os.environ['CSCRATCH'] + '/desi/BGS/Sam/randoms_{}_{:d}.fits'.format(field, realz) -rand = fitsio.read(fpath) -rand = rand[:200*nproc] -sort_idx = np.argsort(rand['CARTESIAN_X']) - - -# load in the GAMA galaxies -fpath = os.environ['CSCRATCH'] + '/norberg/GAMA4/gama_gold_kE_5k.fits'.format(field, realz) -dat = fitsio.read(fpath) - -# set to G9 field for now -dat = dat[dat['RA'] < 160] -ras = dat['RA'] -decs = dat['DEC'] -zs = dat['ZGAMA'] -xyz = cartesian(ras, decs, zs) - -dat = Table(dat) - -dat['CARTESIAN_X'] = xyz[:,0] -dat['CARTESIAN_Y'] = xyz[:,1] -dat['CARTESIAN_Z'] = xyz[:,2] -dat['V'] = cosmo.volcom(dat['ZGAMA'], area) - -dat['IS_BOUNDARY'] = 0 - -dat['IS_BOUNDARY'][dat['RA'] > np.percentile(dat['RA'], 100. - boundary_percent)] = 1 -dat['IS_BOUNDARY'][dat['RA'] < np.percentile(dat['RA'], boundary_percent)] = 1 - -dat['IS_BOUNDARY'][dat['DEC'] > np.percentile(dat['DEC'], 100. - boundary_percent)] = 1 -dat['IS_BOUNDARY'][dat['DEC'] < np.percentile(dat['DEC'], boundary_percent)] = 1 - -dat['IS_BOUNDARY'][dat['V'] >= np.percentile(dat['V'], 100. - boundary_percent)] = 1 -dat['IS_BOUNDARY'][dat['V'] <= np.percentile(dat['V'], boundary_percent)] = 1 - -points_gama = np.c_[dat['CARTESIAN_X'], dat['CARTESIAN_Y'], dat['CARTESIAN_Z']] -points_rand = np.c_[rand['CARTESIAN_X'], rand['CARTESIAN_Y'], rand['CARTESIAN_Z']] - -# calculate bound_dist here -body = dat[dat['IS_BOUNDARY'] == 0] -boundary = dat[dat['IS_BOUNDARY'] == 1] -boundary = np.c_[boundary['CARTESIAN_X'], boundary['CARTESIAN_Y'], boundary['CARTESIAN_Z']] - -kd_tree = KDTree(boundary) - -points = np.c_[body['CARTESIAN_X'], body['CARTESIAN_Y'], body['CARTESIAN_Z']] -points = [x for x in points] - -dd, ii = kd_tree.query(points, k=1) - -dat = Table(dat) -dat['BOUND_DIST'] = 0.0 - -dat['BOUND_DIST'][dat['IS_BOUNDARY'] == 0] = np.array(dd) - - -plt.figure(figsize=(6, 6)) -plt.plot(points_rand[:, 0], points_rand[:, 1], "xk", markersize=14) -plt.plot(points_gama[:, 0], points_gama[:, 1], "og", markersize=14) -kd_tree_rand = KDTree(points_rand) -kd_tree_gama = KDTree(points_gama) - -indexes = kd_tree_gama.query_ball_tree(kd_tree_rand, r=8) -N8_dr = [len(idx) for idx in indexes] -dat['N8'] = N8_dr \ No newline at end of file From 03c1ad0b068332455dd20dc4ccb9eaa836585c5c Mon Sep 17 00:00:00 2001 From: Michael J Wilson Date: Fri, 10 Jun 2022 10:21:02 +0100 Subject: [PATCH 07/10] add deleted data and tables --- data/__init__.py | 0 data/ajs_kcorr_gband_z01.dat | 7 - data/ajs_kcorr_rband_z01.dat | 8 - data/desi_fields.txt | 8 - data/gama_fields.txt | 3 - data/gama_gold_dryrun.fits | 3905 ---------------------------------- data/ke_params.py | 4 - data/schechters.py | 4 - data/tmr_kcorr.txt | 8 - data/tmr_ref_stepwise.txt | 35 - tables/Tab2.tex | 11 - tables/Tab3.tex | 17 - 12 files changed, 4010 deletions(-) delete mode 100644 data/__init__.py delete mode 100644 data/ajs_kcorr_gband_z01.dat delete mode 100644 data/ajs_kcorr_rband_z01.dat delete mode 100644 data/desi_fields.txt delete mode 100644 data/gama_fields.txt delete mode 100755 data/gama_gold_dryrun.fits delete mode 100644 data/ke_params.py delete mode 100644 data/schechters.py delete mode 100644 data/tmr_kcorr.txt delete mode 100644 data/tmr_ref_stepwise.txt delete mode 100644 tables/Tab2.tex delete mode 100644 tables/Tab3.tex diff --git a/data/__init__.py b/data/__init__.py deleted file mode 100644 index e69de29b..00000000 diff --git a/data/ajs_kcorr_gband_z01.dat b/data/ajs_kcorr_gband_z01.dat deleted file mode 100644 index 40190541..00000000 --- a/data/ajs_kcorr_gband_z01.dat +++ /dev/null @@ -1,7 +0,0 @@ --100 0.18 -13.77357644 1.25221404 2.22644854 0.43997816 -0.10348171 0.130634 -0.18 0.35 -13.23637605 -1.89973152 3.73281858 1.00872407 -0.10348171 0.298124 -0.35 0.52 -11.18264252 -3.96899053 4.13353853 1.50720194 -0.10348171 0.443336 -0.52 0.69 -5.78565686 -7.603315 4.38962267 2.12764491 -0.10348171 0.603434 -0.69 0.86 1.62486186 -13.00506373 5.40705511 2.96225668 -0.10348171 0.784644 -0.86 1.03 23.40124138 -25.93627411 6.76791047 3.78968891 -0.10348171 0.933226 -1.03 100. 33.2511522 -32.11275462 7.26159492 4.12914363 -0.10348171 1.06731 diff --git a/data/ajs_kcorr_rband_z01.dat b/data/ajs_kcorr_rband_z01.dat deleted file mode 100644 index a92f534f..00000000 --- a/data/ajs_kcorr_rband_z01.dat +++ /dev/null @@ -1,8 +0,0 @@ -# 'gmr_min', 'gmr_max', 'A0', 'A1', 'A2', 'A3', 'A4', 'gmr_med' --100 0.18 -45.32783517 35.27660354 -6.60434164 -0.480538 -0.10348171 0.130634 -0.18 0.35 -20.07718761 20.14480008 -4.6200285 -0.04824625 -0.10348171 0.298124 -0.35 0.52 -10.98217672 14.35677081 -3.67641154 0.33946073 -0.10348171 0.443336 -0.52 0.69 -3.42775232 9.47765132 -2.70330179 0.76463324 -0.10348171 0.603434 -0.69 0.86 6.71683404 3.25021491 -1.17611261 1.11334705 -0.10348171 0.784644 -0.86 1.03 16.76083847 -2.51354452 0.35130908 1.30680013 -0.10348171 0.933226 -1.03 100. 20.30236651 -4.18856337 0.56185062 1.49435891 -0.10348171 1.06731 diff --git a/data/desi_fields.txt b/data/desi_fields.txt deleted file mode 100644 index 357d229f..00000000 --- a/data/desi_fields.txt +++ /dev/null @@ -1,8 +0,0 @@ -R1 -R2 -R8 -R9 -R10 -R17 - - diff --git a/data/gama_fields.txt b/data/gama_fields.txt deleted file mode 100644 index ac903d90..00000000 --- a/data/gama_fields.txt +++ /dev/null @@ -1,3 +0,0 @@ -G9 -G12 -G15 diff --git a/data/gama_gold_dryrun.fits b/data/gama_gold_dryrun.fits deleted file mode 100755 index f97359a0..00000000 --- a/data/gama_gold_dryrun.fits +++ /dev/null @@ -1,3905 +0,0 @@ -SIMPLE = T / conforms to FITS standard BITPIX = 8 / array data type NAXIS = 0 / number of array dimensions EXTEND = T END XTENSION= 'BINTABLE' / binary table extension BITPIX = 8 / array data type NAXIS = 2 / number of array dimensions NAXIS1 = 192 / length of dimension 1 NAXIS2 = 9241 / length of dimension 2 PCOUNT = 0 / number of group parameters GCOUNT = 1 / number of groups TFIELDS = 29 / number of table fields TTYPE1 = 'CATAID ' TFORM1 = 'J ' TNULL1 = 999999 TTYPE2 = 'OBJID ' TFORM2 = 'K ' TNULL2 = 999999 TTYPE3 = 'RA ' TFORM3 = 'D ' TUNIT3 = 'deg ' TTYPE4 = 'DEC ' TFORM4 = 'D ' TUNIT4 = 'deg ' TTYPE5 = 'R_PETRO ' TFORM5 = 'E ' TUNIT5 = 'mag ' TTYPE6 = 'ZGAMA ' TFORM6 = 'E ' TTYPE7 = 'NQ ' TFORM7 = 'I ' TNULL7 = 16959 TTYPE8 = 'SPECID ' TFORM8 = '33A ' TTYPE9 = 'SURVEY_CLASS' TFORM9 = 'I ' TNULL9 = 16959 TTYPE10 = 'UMAG_DRED_SDSS' TFORM10 = 'E ' TUNIT10 = 'mag ' TTYPE11 = 'GMAG_DRED_SDSS' TFORM11 = 'E ' TUNIT11 = 'mag ' TTYPE12 = 'RMAG_DRED_SDSS' TFORM12 = 'E ' TUNIT12 = 'mag ' TTYPE13 = 'IMAG_DRED_SDSS' TFORM13 = 'E ' TUNIT13 = 'mag ' TTYPE14 = 'ZMAG_DRED_SDSS' TFORM14 = 'E ' TUNIT14 = 'mag ' TTYPE15 = 'ZSURV ' TFORM15 = 'E ' TTYPE16 = 'LUMDIST ' TFORM16 = 'D ' TUNIT16 = 'Mpc ' TTYPE17 = 'DISTMOD ' TFORM17 = 'D ' TTYPE18 = 'FIELD ' TFORM18 = '3A ' TTYPE19 = 'IN_D8LUMFN' TFORM19 = 'K ' TNULL19 = 999999 TTYPE20 = 'CONSERVATIVE' TFORM20 = 'K ' TNULL20 = 999999 TTYPE21 = 'CARTESIAN_X' TFORM21 = 'D ' TTYPE22 = 'CARTESIAN_Y' TFORM22 = 'D ' TTYPE23 = 'CARTESIAN_Z' TFORM23 = 'D ' TTYPE24 = 'ROTCARTESIAN_X' TFORM24 = 'D ' TTYPE25 = 'ROTCARTESIAN_Y' TFORM25 = 'D ' TTYPE26 = 'ROTCARTESIAN_Z' TFORM26 = 'D ' TTYPE27 = 'GMR ' TFORM27 = 'E ' TUNIT27 = 'mag ' TTYPE28 = 'DETMAG ' TFORM28 = 'E ' TUNIT28 = 'mag ' TTYPE29 = 'JK ' TFORM29 = '4A ' AREA = 180.0 HIERARCH GOLD_NGAL = 113687 END ¯V,ôBª@k?R~­Z¿Ûì³è$lA›(>rÒ5G15_Y3_004_170A«^7A¡1ÝAš/KA–ÂŒA”ad>rÒ5@Š1:£˜M¡@CÎíXTG15À€°iEÿÀzg6¨þÀ£4ç¤@€ËðÃæ@yÆf.¯êúÀÊø8è\?`R@A›(JK7ÖT(ð`ñÅ@ftFÇûè¿ÏÜ ñ‰A•xû>„›G12_Y1_ND3_027A§A1A”`gAÊlAŽÝ|>„›@ŒÓ“*Êç@Céýå¾·G12À†ê¯ýŽ©í@Á°G´±À |‘ݺx@†ê# 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'Blanton': {'log10phistar': -1.827, 'Mstar': -20.44, 'alpha': -1.05, 'P': 0.18, 'Q': 1.62, 'zref': 0.1},\ - 'Loveday': {'log10phistar': -2.020, 'Mstar': -20.71, 'alpha': -1.26, 'P': 1.00, 'Q': 1.03, 'zref': 0.1},\ - 'LovedayMock': {'log10phistar': -2.000, 'Mstar': -20.70, 'alpha': -1.23, 'P': 1.80, 'Q': 0.70, 'zref': 0.1}} diff --git a/data/tmr_kcorr.txt b/data/tmr_kcorr.txt deleted file mode 100644 index d8aed937..00000000 --- a/data/tmr_kcorr.txt +++ /dev/null @@ -1,8 +0,0 @@ -# gmr, a0, a1, a2, a3, a4 -0.158 -31.36 38.63 -14.79 1.427 0.001301 -0.298 -17.77 25.50 -10.79 1.366 0.006235 -0.419 -12.94 21.44 -9.826 1.683 -0.001972 -0.553 -6.299 14.76 -7.473 1.847 -0.006801 -0.708 9.017 -1.390 -0.9145 1.376 -0.004724 -0.796 14.78 -6.592 0.9443 1.357 -0.005131 -0.960 15.09 -5.730 -0.2097 1.859 -0.01250 diff --git a/data/tmr_ref_stepwise.txt b/data/tmr_ref_stepwise.txt deleted file mode 100644 index f44b6109..00000000 --- a/data/tmr_ref_stepwise.txt +++ /dev/null @@ -1,35 +0,0 @@ --16.09353774846243, -1.3661645422943223 --16.295143790161173, -1.5144843568945543 --16.49667204174736, -1.607184241019699 --16.692489202570314, -1.6164542294322135 --16.893913734006436, -1.6349942062572427 --17.095338265442553, -1.6535341830822714 --17.29678224440681, -1.685979142526072 --17.49821325835231, -1.7091541135573585 --17.694095244269057, -1.7647740440324462 --17.895526258214556, -1.7879490150637316 --18.091401761621924, -1.8389339513325613 --18.29277443298301, -1.8203939745075317 --18.494231376966024, -1.8621089223638476 --18.695707768477178, -1.9177288528389345 --18.891524929300132, -1.9269988412514487 --19.09295594324563, -1.9501738122827352 --19.294419369738026, -1.9965237543453083 --19.490262460598498, -2.0243337195828515 --19.691719404581512, -2.066048667439167 --19.893202278602047, -2.126303592120511 --20.09468515262258, -2.1865585168018544 --20.290586586067466, -2.2560834298957135 --20.49206297757862, -2.3117033603708004 --20.687970893532885, -2.385863267670916 --20.895087068204102, -2.4739281575898038 --21.091033879214642, -2.575898030127463 --21.29260102585711, -2.6964078794901516 --21.49421355006523, -2.8493626882966407 --21.695903864385905, -3.0579374275782167 --21.89199329060279, -3.261877172653535 --22.099336353102288, -3.5121668597914235 --22.295548946997382, -3.8041714947856313 --22.49738835903378, -4.119351100811125 --22.693626882966395, -4.42989571263036 --22.895855245565556, -5.023174971031287 diff --git a/tables/Tab2.tex b/tables/Tab2.tex deleted file mode 100644 index 4d832836..00000000 --- a/tables/Tab2.tex +++ /dev/null @@ -1,11 +0,0 @@ -\begin{table} -\begin{tabular}{ccccccccc} -\hline \hline -DDP & $M_{\rm Min.}$ & $M_{\rm Max.}$ & $z_{\rm Min.}$ & $z_{\rm Max.}$ & $V_{\rm DDP}$ / 10^6$ & $\rho_{\rm DDP} / 10^{-3}$ & $N_{GAL} / 10^3$ & Complete frac. \\ -\hline -1 & -21.8 & -20.1 & 0.019 & 0.2715 & 8.3384 & 6.1009 & 121.975 & 0.7797 \\ -2 & -20.6 & -19.3 & 0.0188 & 0.1936 & 3.1795 & 10.5656 & 76.273 & 0.7175 \\ -3 & -19.6 & -17.8 & 0.0188 & 0.1015 & 0.4822 & 19.2217 & 20.474 & 0.5031 \\ -\hline -\end{tabular} -\end{table} diff --git a/tables/Tab3.tex b/tables/Tab3.tex deleted file mode 100644 index 3cfab85f..00000000 --- a/tables/Tab3.tex +++ /dev/null @@ -1,17 +0,0 @@ -\begin{table} -\begin{tabular}{ccccccc} -\hline \hline -Label & Min. $\delta_8$ & Max. $\delta_8$ & \# galaxies [1e3] & Vol. frac. & Zeropoint vol. frac. & $\langle \delta_8 \rangle$ \\ -\hline -d0 & -1.0 & -0.75 & 2.448 & 0.2579 & 0.1987 & -0.895 \\ -d1 & -0.75 & -0.55 & 2.624 & 0.1092 & 0.1183 & -0.657 \\ -d2 & -0.55 & -0.4 & 3.08 & 0.0867 & 0.0938 & -0.4986 \\ -d3 & -0.4 & 0.0 & 10.614 & 0.1887 & 0.2041 & -0.2156 \\ -d4 & 0.0 & 0.7 & 17.971 & 0.1707 & 0.1843 & 0.3287 \\ -d5 & 0.7 & 1.6 & 19.289 & 0.1049 & 0.1129 & 1.1053 \\ -d6 & 1.6 & 2.9 & 17.896 & 0.0564 & 0.0606 & 2.1505 \\ -d7 & 2.9 & 4.0 & 7.556 & 0.0156 & 0.0167 & 3.3827 \\ -d8 & 4.0 & 10000.0 & 7.969 & 0.0098 & 0.0105 & 5.0958 \\ -\hline -\end{tabular} -\end{table} From df0b865b937b1d9f3a83ea5513ecdad5b378cd60 Mon Sep 17 00:00:00 2001 From: Michael J Wilson Date: Fri, 10 Jun 2022 10:26:13 +0100 Subject: [PATCH 08/10] Update deleted (moved) files. --- abs_mag.py | 3 - bitmask.py | 238 -------- bound_dist.py | 209 ------- boundary.py | 247 -------- cartesian.py | 52 -- cobaya_example.py | 54 -- config.py | 137 ----- configs/config.yaml | 5 - cosmo.py | 68 --- d8LF_qa.ipynb | 1168 ------------------------------------- ddp.py | 93 --- ddp_limits.py | 175 ------ ddp_zlimits.py | 5 - delta8_limits.py | 26 - desi_gold.py | 329 ----------- desi_randoms.py | 55 -- environment.yml | 22 - errorlog.py | 109 ---- fillfactor.py | 352 ----------- findfile.py | 433 -------------- fit_schechter.py | 69 --- gama_gold.py | 194 ------ gama_limits.py | 30 - gen_ddp_cat.py | 84 --- gen_ddp_n8.py | 284 --------- gen_gold.py | 38 -- gen_gold_lf.py | 303 ---------- gen_kEcat.py | 144 ----- gen_rand_ddp_N8.py | 156 ----- gen_zmax_cat.py | 209 ------- jackknife_limits.py | 155 ----- kernel | 2 - linlogplot.py | 29 - lss.py | 42 -- lumfn.py | 230 -------- lumfn_stepwise.py | 311 ---------- params.py | 5 - poisson.py | 37 -- pubplot.py | 53 -- rand_slicer.py | 10 - randoms.py | 274 --------- renormalise_d8LF.py | 43 -- ros_tools.py | 64 -- runtime.py | 47 -- schechter.py | 78 --- smith_kcorr.py | 248 -------- src/lumfn/bin/pipeline.py | 2 +- src/lumfn/test_allnb.py | 8 +- style.mplstyle | 6 - summary_stats.py | 121 ---- surface_brightness.py | 7 - 51 files changed, 3 insertions(+), 7060 deletions(-) delete mode 100644 abs_mag.py delete mode 100644 bitmask.py delete mode 100644 bound_dist.py delete mode 100644 boundary.py delete mode 100644 cartesian.py delete mode 100644 cobaya_example.py delete mode 100644 config.py delete mode 100644 configs/config.yaml delete mode 100644 cosmo.py delete mode 100644 d8LF_qa.ipynb delete mode 100644 ddp.py delete mode 100644 ddp_limits.py delete mode 100644 ddp_zlimits.py delete mode 100644 delta8_limits.py delete mode 100644 desi_gold.py delete mode 100644 desi_randoms.py delete mode 100644 environment.yml delete mode 100644 errorlog.py delete mode 100644 fillfactor.py delete mode 100644 findfile.py delete mode 100644 fit_schechter.py delete mode 100644 gama_gold.py delete mode 100644 gama_limits.py delete mode 100644 gen_ddp_cat.py delete mode 100644 gen_ddp_n8.py delete mode 100644 gen_gold.py delete mode 100644 gen_gold_lf.py delete mode 100644 gen_kEcat.py delete mode 100644 gen_rand_ddp_N8.py delete mode 100644 gen_zmax_cat.py delete mode 100644 jackknife_limits.py delete mode 100644 kernel delete mode 100644 linlogplot.py delete mode 100644 lss.py delete mode 100644 lumfn.py delete mode 100644 lumfn_stepwise.py delete mode 100644 params.py delete mode 100644 poisson.py delete mode 100644 pubplot.py delete mode 100644 rand_slicer.py delete mode 100644 randoms.py delete mode 100644 renormalise_d8LF.py delete mode 100644 ros_tools.py delete mode 100644 runtime.py delete mode 100644 schechter.py delete mode 100644 smith_kcorr.py delete mode 100644 style.mplstyle delete mode 100644 summary_stats.py delete mode 100644 surface_brightness.py diff --git a/abs_mag.py b/abs_mag.py deleted file mode 100644 index 212247d7..00000000 --- a/abs_mag.py +++ /dev/null @@ -1,3 +0,0 @@ -def abs_mag(magnitude, distmod, k, E): - return magnitude - distmod - k - E - diff --git a/bitmask.py b/bitmask.py deleted file mode 100644 index 22972b18..00000000 --- a/bitmask.py +++ /dev/null @@ -1,238 +0,0 @@ -import yaml -import numpy as np - - -class _MaskBit(int): - """ - Taken from desiutil/bitmask.py - - A single mask bit. - Subclasses :class:`int` to act like an :class:`int`, but allows the - ability to extend with blat.name, blat.comment, blat.mask, blat.bitnum. - Attributes - ---------- - name : :class:`str` - The name of the bit. - bitnum : :class:`int` - The number of the bit. The value of the bit is ``2**bitnum``. - mask : :class:`int` - The value of the bit, ``2**bitnum``. - comment : :class:`str` - A comment explaining the meaning of the bit. - """ - def __new__(cls, name, bitnum, comment, extra=dict()): - self = super(_MaskBit, cls).__new__(cls, 2**bitnum) - self.name = name - self.bitnum = bitnum - self.mask = 2**bitnum - self.comment = comment - self._extra = extra - for key, value in extra.items(): - if hasattr(self, key): - raise AttributeError( - "Bit {0} extra key '{1}' is already in use by int objects.".format(name, key)) - self.__dict__[key] = value - return self - - def __str__(self): - return ('{0.name:16s} bit {0.bitnum} mask 0x{0.mask:X} - ' + - '{0.comment}').format(self) - - # def __repr__(self): - # return "_MaskBit(name='{0.name}', bitnum={0.bitnum:d}, comment='{0.comment}')".format(self) - - -# Class to provide mask bit utility functions -class BitMask(object): - """BitMask object to represent bit names, masks, and comments. - Typical users are not expected to create BitMask objects directly; - other packages like desispec and desitarget will have used this - to pre-create the bitmasks for them using definition files in those - packages. - Parameters - ---------- - name : :class:`str` - Name of this mask, must be key in `bitdefs`. - bitdefs : :class:`dict` - Dictionary of different mask bit definitions; - each value is a list of ``[bitname, bitnum, comment]``. - A 4th entry is optional, which must be a dictionary. - """ - - def __init__(self, name, bitdefs): - """Init. - """ - self._bits = dict() - self._name = name - for x in bitdefs[name]: - bitname, bitnum, comment = x[0:3] - if len(x) == 4: - extra = x[3] - if not isinstance(extra, dict): - raise ValueError( - '{} extra values should be a dict'.format(bitname)) - else: - extra = dict() - self._bits[bitname] = _MaskBit(bitname, bitnum, comment, extra) - self._bits[bitnum] = self._bits[bitname] - - def __getitem__(self, bitname): - """Return mask for individual bitname. - """ - return self._bits[bitname] - - def bitnum(self, bitname): - """Return bit number (int) for this `bitname` (string). - Parameters - ---------- - bitname : :class:`str` - The bit name. - Returns - ------- - :class:`int` - The bit value. - """ - return self._bits[bitname].bitnum - - def bitname(self, bitnum): - """Return bit name (string) for this `bitnum` (integer). - Parameters - ---------- - bitnum : :class:`int` - The number of the bit. - Returns - ------- - :class:`str` - The name of the bit. - """ - return self._bits[bitnum].name - - def comment(self, bitname_or_num): - """Return comment for this bit name or bit number. - Parameters - ---------- - bitname_or_num : :class:`int` or :class:`str` - Name of number of the mask. - Returns - ------- - :class:`str` - The comment string. - """ - return self._bits[bitname_or_num].comment - - def mask(self, name_or_num): - """Return mask value. - Parameters - ---------- - name_or_num : :class:`int` or :class:`str` - Name of number of the mask. - Returns - ------- - :class:`int` - The value of the mask. - Examples - -------- - >>> bitmask.mask(3) # 2**3 - 8 - >>> bitmask.mask('BLAT') - >>> bitmask.mask('BLAT|FOO') - """ - if isinstance(name_or_num, int): - return self._bits[name_or_num].mask - else: - mask = 0 - for name in name_or_num.split('|'): - mask |= self._bits[name].mask - return mask - - def names(self, mask=None): - """Return list of names of masked bits. - Parameters - ---------- - mask : :class:`int`, optional - The mask integer to convert to names. If not supplied, - return names of all known bits. - Returns - ------- - :class:`list` - The list of names contained in the mask. - """ - names = list() - if mask is None: - # return names in sorted order of bitnum - bitnums = [x for x in self._bits.keys() if isinstance(x, int)] - for bitnum in sorted(bitnums): - names.append(self._bits[bitnum].name) - else: - mask = int(mask) # workaround numpy issue #2955 for uint64 - bitnum = 0 - while 2**bitnum <= mask: - if (2**bitnum & mask): - if bitnum in self._bits.keys(): - names.append(self._bits[bitnum].name) - else: - names.append('UNKNOWN' + str(bitnum)) - bitnum += 1 - - return names - - def __getattr__(self, name): - """Enable ``mask.BITNAME`` equivalent to ``mask['BITNAME']``. - """ - if name in self._bits: - return self._bits[name] - else: - raise AttributeError('Unknown mask bit name ' + name) - - def __repr__(self): - '''Return yaml representation defining the bits of this bitmask. - ''' - result = list() - result.append(self._name + ':') - # return names in sorted order of bitnum - bitnums = [x for x in self._bits.keys() if isinstance(x, int)] - for bitnum in sorted(bitnums): - bit = self._bits[bitnum] - # format the line for single bit, with or without extra keys - line = ' - [{:16s} {:2d}, "{}"'.format( - bit.name+',', bit.bitnum, bit.comment) - if len(bit._extra) > 0: - line = line + ', '+str(bit._extra)+']' - else: - line = line + ']' - result.append(line) - - return "\n".join(result) - -def not_set(mask, attribute, column): - return (column.data & getattr(mask, attribute)) == 0 - -def update_bit(column, mask, attribute, updates): - print('{} has fraction {} to be updated'.format(attribute, np.mean(updates))) - - ns = not_set(mask, attribute, column) - - print('{} has fraction {} not set.'.format(attribute, np.mean(ns))) - - column.data[updates & ns] += getattr(mask, attribute) - - print('{} has fraction {} now set.'.format(attribute, np.mean(updates & ns))) - -_bitdefs = yaml.safe_load(''' - lumfn_mask: - - [DDP1ZLIM, 0, "Galaxy not in DDP limits"] - - [FILLFACTOR, 1, "Fillfactor < fillfactor_threshold"] - - [INBGSBRIGHT, 2, "Galaxy not in BGS Bright"] - - [CONSERVATIVE, 3, "Galaxy not conserved; see CONSERVATIVE mask"] - - [DESI_HICOMP, 4, "High completeness region of DESI, e.g. 0.5 - 1.5 deg. of rosette."] - - [ZMAX_FAIL, 5, "Failed the zmax calculation."] -''') - -_cbitdefs = yaml.safe_load(''' - consv_mask: - - [DDP1ZLIM, 0, "Galaxy not in conservative DDP limits"] - - [BOUNDDIST, 1, "Boundary distance < 8"] -''') - -lumfn_mask = BitMask('lumfn_mask', _bitdefs) -consv_mask = BitMask('consv_mask', _cbitdefs) diff --git a/bound_dist.py b/bound_dist.py deleted file mode 100644 index b008c39f..00000000 --- a/bound_dist.py +++ /dev/null @@ -1,209 +0,0 @@ -import os -import gc -import sys -import tqdm -import time -import fitsio -import argparse -import multiprocessing -import numpy as np -import astropy.io.fits as fits -import matplotlib.pyplot as plt - -from scipy.spatial import KDTree -from astropy.table import Table -from multiprocessing import Pool -from runtime import calc_runtime -from findfile import findfile, overwrite_check, call_signature -from config import Configuration -from fillfactor import collate_fillfactors -from params import oversample_nrealisations, sphere_radius - -def process_one(run, pid=0): - split = run[0] - complement = run[1] - ''' - try: - pid = multiprocessing.current_process().name.ljust(20) - - except Exception as e: - print(e) - ''' - dd, ii = complement.query(split, k=1) - - # del points - - return dd.tolist(), ii.tolist() - -def bound_dist(log, field, dryrun, prefix, survey, nproc, realz, nooverwrite, collate=True): - start = time.time() - - if collate: - # Collate multiple n8 measurements from N>1 oversampled realizations into the 0th realization. - # Note: null op if already applied. - collate_fillfactors(realzs=np.arange(oversample_nrealisations), field=field, survey=survey, dryrun=dryrun, prefix=prefix, write=True) - - # https://www.dur.ac.uk/icc/cosma/cosma5/ - fpath = findfile(ftype='randoms_n8', dryrun=dryrun, field=field, survey=survey, prefix=prefix) - opath = findfile(ftype='randoms_bd', dryrun=dryrun, field=field, survey=survey, prefix=prefix) - - if log: - logfile = findfile(ftype='randoms_bd', dryrun=False, field=field, survey=survey, prefix=prefix, log=True) - - print(f'Logging to {logfile}') - - sys.stdout = open(logfile, 'w') - - if nooverwrite: - overwrite_check(opath) - - call_signature(dryrun, sys.argv) - - # Output is sorted by fillfactor.py; - body = Table.read(fpath) - boundary = Table.read(fpath, 'BOUNDARY') - - body.sort('CARTESIAN_X') - boundary.sort('CARTESIAN_X') - - bids = boundary['BOUNDID'] - boundary = np.c_[boundary['CARTESIAN_X'], boundary['CARTESIAN_Y'], boundary['CARTESIAN_Z']] - - body = np.c_[body['CARTESIAN_X'], body['CARTESIAN_Y'], body['CARTESIAN_Z']] - - runtime = calc_runtime(start, 'Reading {:.2f}M randoms'.format(len(body) / 1.e6), xx=body) - - split_idx = np.arange(len(body)) - split_idx = np.array_split(split_idx, 8 * nproc) - - nchunk = len(split_idx) - - runs = [] - - for i, idx in enumerate(split_idx): - split = body[idx] - - xmin = split[:,0].min() - xmax = split[:,0].max() - - buff = .2 # Mpc - - # Boundary complement. - # TODO HARDCODE - complement = (boundary[:,0] > (xmin - sphere_radius - buff)) & (boundary[:,0] < (xmax + sphere_radius + buff)) - complement = boundary[complement] - - cmin = complement[:,0].min() - cmax = complement[:,0].max() - - print('{:d}\t{:.4f}\t{:.4f}\t{:.4f}\t{:.4f}\t{:d}\t{:d}'.format(i, xmin, xmax, cmin, cmax, len(split), len(complement))) - - # leafsize=5 - split = [x for x in split] - complement = KDTree(complement) - - runs.append([split, complement]) - - runtime = calc_runtime(start, 'Created boundary trees.') - - runtime = calc_runtime(start, 'POOL: Querying bound dist for body points of {} splits.'.format(nchunk)) - - now = time.time() - - results = [process_one(runs[0], pid=0)] - - split_time = time.time() - now - split_time /= 60. - - runtime = calc_runtime(start, 'POOL: Expected runtime of {:.3f}.'.format(nchunk * split_time)) - - # https://britishgeologicalsurvey.github.io/science/python-forking-vs-spawn/ - with multiprocessing.get_context('spawn').Pool(nproc) as pool: - for result in tqdm.tqdm(pool.imap(process_one, iterable=runs[1:]), total=len(runs[1:])): - results.append(result) - - pool.close() - - # https://stackoverflow.com/questions/38271547/when-should-we-call-multiprocessing-pool-join - pool.join() - - runtime = calc_runtime(start, 'POOL: Done with queries') - - flat_result = [] - flat_ii = [] - - for rr in results: - flat_result += rr[0] - flat_ii += rr[1] - - rand = Table.read(fpath) - rand.sort('CARTESIAN_X') - - # print(len(rand)) - # print(len(flat_result)) - - rand['BOUND_DIST'] = np.array(flat_result) - rand['BOUNDID'] = bids[np.array(flat_ii)] - - rand['FILLFACTOR_POISSON'] = rand['FILLFACTOR'] - rand['FILLFACTOR'][rand['BOUND_DIST'].data > sphere_radius] = 1. - - # CHANGE: Protect against exactly zero fillfactor (causes division errors). - rand['FILLFACTOR'] = np.clip(rand['FILLFACTOR'], 1.e-99, None) - - runtime = calc_runtime(start, 'Shuffling') - - # randomise rows. - idx = np.arange(len(rand)) - idx = np.random.choice(idx, size=len(idx), replace=False) - - rand = rand[idx] - - # Bound dist. - # https://docs.scipy.org/doc/scipy/reference/generated/scipy.spatial.KDTree.query.html#scipy.spatial.KDTree.query - - runtime = calc_runtime(start, 'Writing {}'.format(opath), xx=rand) - - rand.write(opath, format='fits', overwrite=True) - - runtime = calc_runtime(start, 'Finished') - - if log: - sys.stdout.close() - - -if __name__ == '__main__': - ''' - Script to calculate the maximum distance [Mpc/h] of each random from the boundary. - ''' - - np.random.seed(314) - - parser = argparse.ArgumentParser(description='Find boundary distance for all randoms in a specified field..') - parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') - parser.add_argument('-f', '--field', type=str, help='Select equatorial GAMA field: G9, G12, G15', required=True) - parser.add_argument('-d', '--dryrun', help='Dryrun.', action='store_true') - parser.add_argument('-s', '--survey', help='Select survey.', default='gama') - parser.add_argument('--prefix', help='filename prefix', default='randoms') - parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') - parser.add_argument('--config', help='Path to configuration file', type=str, default=findfile('config')) - parser.add_argument('--nproc', type=int, help='Number of processors', default=12) - parser.add_argument('--realz', type=int, help='Realisation', default=0) - - args = parser.parse_args() - log = args.log - field = args.field.upper() - dryrun = args.dryrun - prefix = args.prefix - survey = args.survey.lower() - nproc = args.nproc - realz = args.realz - nooverwrite = args.nooverwrite - - ''' - config = Configuration(args.config) - config.update_attributes('bound_dist', args) - config.write() - ''' - - bound_dist(log, field, dryrun, prefix, survey, nproc, realz, nooverwrite) diff --git a/boundary.py b/boundary.py deleted file mode 100644 index 883f9252..00000000 --- a/boundary.py +++ /dev/null @@ -1,247 +0,0 @@ -import os -import sys -import time -import numpy as np -import argparse -import itertools -import astropy.io.fits as fits - -from cosmo import cosmo, volcom -from scipy.interpolate import interp1d -from astropy.table import Table, vstack -from cartesian import cartesian, rotate -from runtime import calc_runtime -from desi_randoms import desi_randoms -from findfile import fetch_fields, findfile, overwrite_check, call_signature -from gama_limits import gama_limits, gama_field -from scipy.spatial.transform import Rotation as R -from ros_tools import roscen, ros_limits -from config import Configuration -from ddp_zlimits import ddp_zlimits - -np.random.seed(314) - -def rotate2rosette(ros_ra, ros_dec, pos): - pos = np.array(pos, copy=True) - - rot = R.from_rotvec(-np.radians(90. - ros_dec) * np.array([1, 0, 0])) - res = rot.apply(pos) - - rot = R.from_rotvec(np.radians(ros_ra - 90.) * np.array([0, 0, 1])) - - resres = rot.apply(res) - - return resres - -parser = argparse.ArgumentParser(description='Calculate a set of boundary points') -parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') -parser.add_argument('-f', '--field', type=str, help='select GAMA field [G9, G12, G15] or DESI rosette [R1...]', required=True) -parser.add_argument('-d', '--dryrun', help='Dryrun.', action='store_true') -parser.add_argument('-s', '--survey', help='Survey, e.g. GAMA, DESI, etc.', type=str, default='gama') -parser.add_argument('--sampling', help='Sampling rate', default=90000, type=int) -parser.add_argument('--prefix', help='filename prefix', default='randoms') -parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') -parser.add_argument('--config', help='Path to configuration file', type=str, default=findfile('config')) - -# Defaults to GAMA Gold limits. -parser.add_argument('--zmin', type=float, help='Minimum redshift limit', default=ddp_zlimits['DDP1'][0]) -parser.add_argument('--zmax', type=float, help='Maximum redshift limit', default=ddp_zlimits['DDP1'][1]) - -args = parser.parse_args() -log = args.log -field = args.field.upper() -dryrun = args.dryrun -survey = args.survey.lower() -zmin = args.zmin -zmax = args.zmax -prefix = args.prefix -sampling = args.sampling -realz = 0 - -start = time.time() - -fields = fetch_fields(survey) - -assert field in fields, f'Provided {field} field is not compatible with those available for {survey} survey ({fields})' - -opath = findfile(ftype='randoms', dryrun=dryrun, field=field, survey=survey, prefix=prefix, realz=realz) - -if log: - logfile = findfile(ftype='boundary', dryrun=False, field=field, survey=survey, prefix=prefix, realz=realz, log=True) - - print(f'Logging to {logfile}') - - sys.stdout = open(logfile, 'w') -''' -config = Configuration(args.config) -config.update_attributes('boundary', args) -config.write() -''' -if args.nooverwrite: - overwrite_check(opath, ext='BOUNDARY') - -if args.dryrun: - sampling = 1000 - -call_signature(dryrun, sys.argv) - -## ras and decs. -if survey == 'gama': - area = 60. - - ra_min = gama_limits[field]['ra_min'] - ra_max = gama_limits[field]['ra_max'] - - dec_min = gama_limits[field]['dec_min'] - dec_max = gama_limits[field]['dec_max'] - - pairs = {'RA': (ra_min, ra_max), 'DEC': (dec_min, dec_max), 'Z': (zmin, zmax)} - names = list(pairs.keys()) - - randoms = [] - - for key0 in names: - keys = list(pairs.keys()) - keys.remove(key0) - - key1 = keys[0] - key2 = keys[1] - - print('Solving for {} boundary ({}, {})'.format(key0, key1, key2)) - - pair0 = pairs[key0] - pair1 = pairs[key1] - pair2 = pairs[key2] - - continuous = np.linspace(pair1[0], pair1[1], sampling) - continuous = np.tile(continuous, 2) - - np.random.shuffle(continuous) - - continuous2 = np.linspace(pair2[0], pair2[1], sampling) - continuous2 = np.tile(continuous2, 2) - - np.random.shuffle(continuous2) - - discrete = pair0[0] * np.ones_like(continuous) - discrete[::2] = pair0[1] - - np.random.shuffle(discrete) - - to_add = Table(np.c_[discrete, continuous, continuous2], names=['BOUND_{}'.format(key0), 'BOUND_{}'.format(key1), 'BOUND_{}'.format(key2)]) - to_add = to_add['BOUND_RA', 'BOUND_DEC', 'BOUND_Z'] - - randoms.append(to_add) - - randoms = vstack(randoms) - randoms.rename_column('BOUND_Z', 'Z') - -elif survey == 'desi': - # No requirement on NERSC HOST for boundary. - inner = 0.20 # deg. - outer = 1.75 # deg. - - # TODO/HACK? - area = np.pi * (outer**2. - inner**2.) - - ras = np.arange(0., 360., 1.e-3) - - idecs = (90. - inner) * np.ones_like(ras) - odecs = (90. - outer) * np.ones_like(ras) - - np.random.shuffle(ras) - - randoms = np.c_[ras, idecs] - randoms = np.vstack((randoms, np.c_[ras, odecs])) - - randoms = Table(randoms, names=['BOUND_RA', 'BOUND_DEC']) - randoms['Z'] = 0.2 - - chis = np.ones_like(randoms['Z']) - chis *= cosmo.comoving_distance(0.2).value # Mpc/h - - xyz = cartesian(randoms['BOUND_RA'], randoms['BOUND_DEC'], randoms['Z'], rotate=False) - - rr = int(field[1:]) - rr = roscen[rr] - - ros_xyz = rotate2rosette(rr[0], rr[1], xyz) - - ras = np.degrees(np.arctan2(ros_xyz[:,1], ros_xyz[:,0])) - - thetas = np.degrees(np.arccos(ros_xyz[:,2] / chis)) - decs = 90. - thetas - - to_wrap = ras < 0.0 - ras[to_wrap] += 360. - - randoms = Table(np.c_[ras, decs], names=['BOUND_RA', 'BOUND_DEC']) - randoms['Z'] = np.random.uniform(zmin, zmax, len(randoms)) - -else: - raise NotImplementedError(f'No implementation for survey: {survey}') - -if dryrun: - nrand = 500 - -else: - nrand = len(randoms) - -print('Solved {:d} for field {}'.format(nrand, field)) - -randoms.pprint() - -randoms['V'] = volcom(randoms['Z'].data, area=area) - volcom(zmin, area=area) -randoms['BOUNDID'] = np.arange(len(randoms)) - -randoms['FIELD'] = field -randoms['GAMA_FIELD'] = gama_field(randoms['BOUND_RA'], randoms['BOUND_DEC']) - -xyz = cartesian(randoms['BOUND_RA'], randoms['BOUND_DEC'], randoms['Z']) - -randoms['CARTESIAN_X'] = xyz[:,0] -randoms['CARTESIAN_Y'] = xyz[:,1] -randoms['CARTESIAN_Z'] = xyz[:,2] - -xyz = rotate(randoms['BOUND_RA'], randoms['BOUND_DEC'], xyz) - -randoms['ROTCARTESIAN_X'] = xyz[:,0] -randoms['ROTCARTESIAN_Y'] = xyz[:,1] -randoms['ROTCARTESIAN_Z'] = xyz[:,2] - -randoms.meta = {'ZMIN': zmin,\ - 'ZMAX': zmax,\ - 'NBOUND': nrand,\ - 'FIELD': field,\ - 'SAMPLING': sampling,\ - 'AREA': area} - -print(randoms.meta) - -randoms.meta['EXTNAME'] = 'BOUNDARY' - -if os.path.isfile(opath): - runtime = calc_runtime(start, f'Appending BOUNDARY extension to {opath}', xx=randoms) - -else: - raise RuntimeError(f'Failed to find {opath} needed to append.') - -boundary = Table(randoms, copy=True) - -# https://github.com/desihub/redrock/blob/7952a4d8e2692a4a4f07b85286c4346579e447ce/py/redrock/external/desi.py#L64 -randoms = Table.read(opath) -randoms.meta['EXTNAME'] = 'RANDOMS' - -header = fits.Header() - -hx = fits.HDUList() -hx.append(fits.PrimaryHDU(header=header)) -hx.append(fits.convenience.table_to_hdu(randoms)) -hx.append(fits.convenience.table_to_hdu(boundary)) - -hx.writeto(opath, overwrite=True) - -runtime = calc_runtime(start, 'Finished'.format(opath)) - -if log: - sys.stdout.close() diff --git a/cartesian.py b/cartesian.py deleted file mode 100644 index 8385ef85..00000000 --- a/cartesian.py +++ /dev/null @@ -1,52 +0,0 @@ -import numpy as np - -from cosmo import cosmo -from scipy.spatial.transform import Rotation as R - - -def rotate(ras, decs, pos): - phi = np.radians(ras) - theta = np.pi/2. - np.radians(decs) - - mean_phi = np.median(phi) - mean_theta = np.median(theta) - - rot = R.from_rotvec(-mean_phi * np.array([0, 0, 1])) - - res = rot.apply(pos) - - rot = R.from_rotvec((np.pi/2. - mean_theta) * np.array([0, 1, 0])) - - resres = rot.apply(res) - - return resres - -def cartesian(ras, decs, zs, rotate=False): - phi = np.radians(ras) - theta = np.pi/2. - np.radians(decs) - - mean_phi = np.median(phi) - mean_theta = np.median(theta) - - chis = cosmo.comoving_distance(zs).value # [Mpc/h]. - - zs = chis * np.cos(theta) - ys = chis * np.sin(theta) * np.sin(phi) - xs = chis * np.sin(theta) * np.cos(phi) - - pos = np.c_[xs, ys, zs] - - if rotate: - pos = rotate(ras, decs, pos) - - return pos - - -if __name__ == '__main__': - ras = np.random.uniform(10., 20., 100) - decs = np.random.uniform(2., 3., 100) - zs = np.random.uniform(2., 2.4, 100) - - pos = cartesian(ras, decs, zs) - - print(pos) diff --git a/cobaya_example.py b/cobaya_example.py deleted file mode 100644 index d26649b7..00000000 --- a/cobaya_example.py +++ /dev/null @@ -1,54 +0,0 @@ -import numpy as np -import getdist.plots as gdplt - -from cobaya.run import run -from scipy import stats -from getdist.mcsamples import MCSamplesFromCobaya - -# Run me on interactive: -# srun -N 1 -n 1 python cobaya_test.py - -def gauss_ring_logp(x, y, mean_radius=1, std=0.02): - """ - Defines a gaussian ring likelihood on cartesian coordinater, - around some ``mean_radius`` and with some ``std``. - """ - return stats.norm.logpdf(np.sqrt(x**2 + y**2), loc=mean_radius, scale=std) - -def get_r(x, y): - return np.sqrt(x ** 2 + y ** 2) - - -def get_theta(x, y): - return np.arctan(y / x) - -info = {"likelihood": {"ring": gauss_ring_logp}} - -info["params"] = { - "x": {"prior": {"min": 0, "max": 2}, "ref": 0.5, "proposal": 0.01}, - "y": {"prior": {"min": 0, "max": 2}, "ref": 0.5, "proposal": 0.01}} - -info["params"]["r"] = {"derived": get_r} -info["params"]["theta"] = {"derived": get_theta, - "latex": r"\theta", "min": 0, "max": np.pi/2} - -info["sampler"] = {"mcmc": {"Rminus1_stop": 0.001, "max_tries": 1000}} - -updated_info, sampler = run(info, output='cobaya_test/test_chain') -''' -gdsamples = MCSamplesFromCobaya(updated_info, sampler.products()["sample"]) -gdplot = gdplt.get_subplot_plotter(width_inch=5) -gdplot.triangle_plot(gdsamples, ["x", "y"], filled=True) -gdplot = gdplt.get_subplot_plotter(width_inch=5) -gdplot.plots_1d(gdsamples, ["r", "theta"], nx=2) - -info["prior"] = {"x_eq_y_band": - lambda x, y: stats.norm.logpdf(x - y, loc=0, scale=0.3)} - -updated_info_x_eq_y, sampler_x_eq_y = run(info) - -gdsamples_x_eq_y = MCSamplesFromCobaya( - updated_info_x_eq_y, sampler_x_eq_y.products()["sample"]) -gdplot = gdplt.get_subplot_plotter(width_inch=5) -gdplot.triangle_plot(gdsamples_x_eq_y, ["x", "y"], filled=True) -''' diff --git a/config.py b/config.py deleted file mode 100644 index 179127cf..00000000 --- a/config.py +++ /dev/null @@ -1,137 +0,0 @@ -import os -import sys -import yaml -import inflect -import contextlib -import numpy as np - -from pathlib import Path -from collections import OrderedDict - - -class CustomDumper(yaml.SafeDumper): - # inspired by https://stackoverflow.com/a/44284819/3786245 - def write_line_break(self, data=None): - super().write_line_break(data) - - if len(self.indents) == 1: - super().write_line_break() - -@contextlib.contextmanager -def smart_open(filename=None): - if filename and filename != '-': - fh = open(filename, 'w') - else: - fh = sys.stdout - - try: - yield fh - - finally: - if fh is not sys.stdout: - fh.close() - -class Configuration: - name = 'Configuration' - - def __init__(self, fpath=None): - if fpath == None: - fpath = os.environ['CODE_ROOT'] + '/configs/config.yaml' - - self.fpath = fpath - - print(f'\n\nReading {fpath}') - - # Load the config data into memory. - with open(fpath) as f: - config = yaml.safe_load(f) - - self.config_types = sorted(list(config.keys())) - - for xx in ['runtime', 'comments']: - if xx in self.config_types: - self.config_types.remove(xx) - - self.config_types = ['runtime'] + self.config_types + ['comments'] - self.attributes = OrderedDict() - - # print(self.config_types) - - for key in self.config_types: - self.attributes[key] = config[key] - - sub_config = config[key] - keys = sub_config.keys() - - for key in keys: - setattr(self, key, sub_config[key]) - - if self.attributes['runtime']['replay']: - raise NotImplementedError() - - self.fpath = os.environ['GOLD_DIR'] + '/configs/config.yaml' - - def update_comments(self, comments): - p = inflect.engine() - ps = [p.ordinal(i) for i in range(1, 50, 1)] - ps = [str(p) for p in ps if p not in self.attributes['comments'].keys()] - - for p, comment in zip(ps, comments): - self.attributes['comments'][p] = comment - - def print_attributes(self, output=None): - attr = dict(self.attributes) - - # https://stackoverflow.com/questions/17602878/how-to-handle-both-with-open-and-sys-stdout-nicely - with smart_open(output) as fh: - yaml.dump(attr, fh, default_flow_style=False, Dumper=CustomDumper, sort_keys=False) - - def update_attributes(self, script, new): - if hasattr(new, '__dict__'): - new = new.__dict__ - - assert isinstance(new, dict) - - for key in sorted(new.keys()): - setattr(self, key, new[key]) - - if script in self.config_types: - base_types = np.array([x.split('_')[0] for x in self.config_types]) - - script += '_{}'.format(np.count_nonzero(base_types == script)) - - self.config_types += [script] - self.attributes[script] = new - ''' - for key in self.config_types: - keys = self.attributes[key].keys() - - for subkey in keys: - self.attributes[key][subkey] = getattr(self, subkey) - ''' - def setup_replay(self, new_vars): - for key in self.config_types: - new_vars.update(self.attributes[key]) - - def write(self, opath=None): - if opath == None: - opath = self.fpath - - self.attributes['runtime']['user'] = os.environ['USER'] - - Path(os.path.dirname(opath)).mkdir(parents=True, exist_ok=True) - - print(f'Writing {opath}') - - with open(opath, 'w', encoding = 'utf-8') as ofile: - # TODO: remove dict to retain order. - yaml.dump(dict(self.attributes), ofile, default_flow_style=False, Dumper=CustomDumper, sort_keys=False) - - -if __name__ == '__main__': - config = Configuration() - config.update_comments(['New comment']) - - config.write() - - print('\n\nDone.\n\n') diff --git a/configs/config.yaml b/configs/config.yaml deleted file mode 100644 index 12cf096d..00000000 --- a/configs/config.yaml +++ /dev/null @@ -1,5 +0,0 @@ -runtime: - replay: false - -comments: - 1st: 'A config. for standard run.' \ No newline at end of file diff --git a/cosmo.py b/cosmo.py deleted file mode 100644 index 17b4957c..00000000 --- a/cosmo.py +++ /dev/null @@ -1,68 +0,0 @@ -import astropy -import numpy as np -import astropy.units as u - -from astropy.cosmology import FlatLambdaCDM - -# setting cosmological parameters -h = 1 -cosmo = FlatLambdaCDM(H0=100*h * u.km / u.s / u.Mpc, Tcmb0=2.725 * u.K, Om0= 0.25) - -def fsky(area_sqdeg): - return area_sqdeg / (360.**2. / np.pi) - -def negz_proof(func): - ''' - Decorator to handle negative redshifts. - ''' - - def wrap(zs): - if type(zs) in [np.ndarray, astropy.table.column.Column]: - scalar = False - - else: - try: - scalar = len(zs) > 1 - scalar = ~scalar - - except: - # print('Assuming scalar type for neg. z wrapping of type {}'.format(type(zs))) - - zs = np.atleast_1d(zs) - scalar = True - - zs = np.copy(zs) - zs = np.atleast_1d(zs) - - negz = zs <= 0.0 - - zs[negz] = 1.e-99 - - result = func(zs) - result[negz] = np.nan - - if scalar: - result = result[0] - - return result - - return wrap - -@negz_proof -def distmod(zs): - return 5. * np.log10(cosmo.luminosity_distance(zs).value) + 25. - -@negz_proof -def distcom(zs): - return cosmo.comoving_distance(zs).value - -def volcom(zs, area): - return (4./3.) * np.pi * fsky(area) * distcom(zs)**3. - - -if __name__ == '__main__': - zs = np.arange(-10., 10., 1.) - mus = distmod(zs) - - for z, mu in zip(zs, mus): - print('{:.6f}\t{:.6f}'.format(z, mu)) diff --git a/d8LF_qa.ipynb b/d8LF_qa.ipynb deleted file mode 100644 index dce918d4..00000000 --- a/d8LF_qa.ipynb +++ /dev/null @@ -1,1168 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": 13, - "id": "c5dd3513", - "metadata": {}, - "outputs": [], - "source": [ - "import os\n", - "import sys\n", - "import fitsio\n", - "import numpy as np\n", - "import pylab as pl\n", - "import matplotlib.pyplot as plt\n", - "import astropy.io.fits as fits\n", - "\n", - "from astropy.table import Table" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "533515fa", - "metadata": {}, - "outputs": [], - "source": [ - "#sys.path.append('/global/homes/m/mjwilson/desi/BGS/Sam/DESI/')\n", - "\n", - "#sys.path.append('/global/u2/l/ldrm11/DESI/')\n", - "\n", - "user = os.environ['USER']\n", - "sys.path.append('/cosma/home/durham/{}/DESI'.format(user))" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "cd8587dd", - "metadata": {}, - "outputs": [], - "source": [ - "from schechter import schechter, named_schechter\n", - "from gama_limits import gama_field\n", - "from delta8_limits import d8_limits, delta8_tier" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "c59134c9", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "'/cosma/home/durham/dc-moor2/data/GAMA4/gama_gold_ddp_n8.fits'" - ] - }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "#root = os.environ['CSCRATCH'] + '/norberg/GAMA4/'\n", - "\n", - "root = '/cosma/home/durham/{}/data/GAMA4/'.format(user)\n", - "\n", - "fpath = root + 'gama_gold_ddp_n8.fits'\n", - "fpath" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "50d2e107", - "metadata": {}, - "outputs": [], - "source": [ - "#! ls /global/cscratch1/sd/mjwilson/norberg/GAMA4/" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "077a85e3", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "XTENSION= 'BINTABLE' / binary table extension \n", - "BITPIX = 8 / array data type \n", - "NAXIS = 2 / number of array dimensions \n", - "NAXIS1 = 393 / length of dimension 1 \n", - "NAXIS2 = 113687 / length of dimension 2 \n", - "PCOUNT = 0 / number of group parameters \n", - "GCOUNT = 1 / number of groups \n", - "TFIELDS = 53 / number of table fields \n", - "TTYPE1 = 'CATAID ' \n", - "TFORM1 = 'J ' \n", - "TNULL1 = 999999 \n", - "TTYPE2 = 'OBJID ' \n", - "TFORM2 = 'K ' \n", - "TNULL2 = 999999 \n", - "TTYPE3 = 'RA ' \n", - "TFORM3 = 'D ' \n", - "TUNIT3 = 'deg ' \n", - "TTYPE4 = 'DEC ' \n", - "TFORM4 = 'D ' \n", - "TUNIT4 = 'deg ' \n", - "TTYPE5 = 'R_PETRO ' \n", - "TFORM5 = 'E ' \n", - "TUNIT5 = 'mag ' \n", - "TTYPE6 = 'ZGAMA ' \n", - "TFORM6 = 'E ' \n", - "TTYPE7 = 'NQ ' \n", - "TFORM7 = 'I ' \n", - "TNULL7 = 16959 \n", - "TTYPE8 = 'SPECID ' \n", - "TFORM8 = '33A ' \n", - "TTYPE9 = 'SURVEY_CLASS' \n", - "TFORM9 = 'I ' \n", - "TNULL9 = 16959 \n", - "TTYPE10 = 'UMAG_DRED_SDSS' \n", - "TFORM10 = 'E ' \n", - "TUNIT10 = 'mag ' \n", - "TTYPE11 = 'GMAG_DRED_SDSS' \n", - "TFORM11 = 'E ' \n", - "TUNIT11 = 'mag ' \n", - "TTYPE12 = 'RMAG_DRED_SDSS' \n", - "TFORM12 = 'E ' \n", - "TUNIT12 = 'mag ' \n", - "TTYPE13 = 'IMAG_DRED_SDSS' \n", - "TFORM13 = 'E ' \n", - "TUNIT13 = 'mag ' \n", - "TTYPE14 = 'ZMAG_DRED_SDSS' \n", - "TFORM14 = 'E ' \n", - "TUNIT14 = 'mag ' \n", - "TTYPE15 = 'LUMDIST ' \n", - "TFORM15 = 'D ' \n", - "TUNIT15 = 'Mpc ' \n", - "TTYPE16 = 'DISTMOD ' \n", - "TFORM16 = 'D ' \n", - "TTYPE17 = 'FIELD ' \n", - "TFORM17 = '4A ' \n", - "TTYPE18 = 'CARTESIAN_X' \n", - "TFORM18 = 'D ' \n", - "TTYPE19 = 'CARTESIAN_Y' \n", - "TFORM19 = 'D ' \n", - "TTYPE20 = 'CARTESIAN_Z' \n", - "TFORM20 = 'D ' \n", - "TTYPE21 = 'GMR ' \n", - "TFORM21 = 'E ' \n", - "TUNIT21 = 'mag ' \n", - "TTYPE22 = 'REST_GMR_0P1' \n", - "TFORM22 = 'D ' \n", - "TTYPE23 = 'REST_GMR_0P1_WARN' \n", - "TFORM23 = 'J ' \n", - "TNULL23 = 999999 \n", - "TTYPE24 = 'REST_GMR_0P1_INDEX' \n", - "TFORM24 = 'K ' \n", - "TNULL24 = 999999 \n", - "TTYPE25 = 'KCORR_R0P1' \n", - "TFORM25 = 'D ' \n", - "TTYPE26 = 'KCORR_G0P1' \n", - "TFORM26 = 'D ' \n", - "TTYPE27 = 'KCORR_R0P0' \n", - "TFORM27 = 'D ' \n", - "TTYPE28 = 'KCORR_G0P0' \n", - "TFORM28 = 'D ' \n", - "TTYPE29 = 'REST_GMR_0P0' \n", - "TFORM29 = 'D ' \n", - "TUNIT29 = 'mag ' \n", - "TTYPE30 = 'Q_COLOR_0P0' \n", - "TFORM30 = 'D ' \n", - "TUNIT30 = 'mag ' \n", - "TTYPE31 = 'EQ_ALL_0P0' \n", - "TFORM31 = 'E ' \n", - "TTYPE32 = 'EQ_COLOR_0P0' \n", - "TFORM32 = 'E ' \n", - "TTYPE33 = 'MALL_0P0' \n", - "TFORM33 = 'D ' \n", - "TUNIT33 = 'mag ' \n", - "TTYPE34 = 'MCOLOR_0P0' \n", - "TFORM34 = 'D ' \n", - "TUNIT34 = 'mag ' \n", - "TTYPE35 = 'Z_THETA_QALL' \n", - "TFORM35 = 'D ' \n", - "TTYPE36 = 'Z_THETA_QCOLOR' \n", - "TFORM36 = 'D ' \n", - "TTYPE37 = 'DELTA_RPETRO_FAINT' \n", - "TFORM37 = 'E ' \n", - "TUNIT37 = 'mag ' \n", - "TTYPE38 = 'ZMAX ' \n", - "TFORM38 = 'D ' \n", - "TTYPE39 = 'ZMAX_WARN' \n", - "TFORM39 = 'D ' \n", - "TTYPE40 = 'DELTA_RPETRO_BRIGHT' \n", - "TFORM40 = 'E ' \n", - "TUNIT40 = 'mag ' \n", - "TTYPE41 = 'ZMIN ' \n", - "TFORM41 = 'D ' \n", - "TTYPE42 = 'ZMIN_WARN' \n", - "TFORM42 = 'D ' \n", - "TTYPE43 = 'DDP ' \n", - "TFORM43 = '3K ' \n", - "TDIM43 = '(3) ' \n", - "TTYPE44 = 'RANDSEP ' \n", - "TFORM44 = 'D ' \n", - "TTYPE45 = 'RANDMATCH' \n", - "TFORM45 = 'K ' \n", - "TNULL45 = 999999 \n", - "TTYPE46 = 'BOUND_DIST' \n", - "TFORM46 = 'D ' \n", - "TTYPE47 = 'FILLFACTOR' \n", - "TFORM47 = 'D ' \n", - "TTYPE48 = 'DDP1_N8 ' \n", - "TFORM48 = 'K ' \n", - "TNULL48 = 999999 \n", - "TTYPE49 = 'DDP2_N8 ' \n", - "TFORM49 = 'K ' \n", - "TNULL49 = 999999 \n", - "TTYPE50 = 'DDP3_N8 ' \n", - "TFORM50 = 'K ' \n", - "TNULL50 = 999999 \n", - "TTYPE51 = 'DDP1_DELTA8' \n", - "TFORM51 = 'D ' \n", - "TTYPE52 = 'DDP2_DELTA8' \n", - "TFORM52 = 'D ' \n", - "TTYPE53 = 'DDP3_DELTA8' \n", - "TFORM53 = 'D ' \n", - "EXTNAME = 'TilingCat' \n", - "TCOMM1 = 'GAMA ID ' \n", - "TUCD1 = 'meta.id;meta.main' \n", - "TCOMM2 = 'SDSS objid' \n", - "TUCD2 = 'meta.id ' \n", - "TCOMM3 = 'J2000 coordinate' \n", - "TUCD3 = 'pos.eq.ra' \n", - "TCOMM4 = 'J2000 coordinate' \n", - "TUCD4 = 'pos.eq.dec' \n", - "TCOMM5 = '3-arcsec fiber magnitude' \n", - "TUCD5 = 'phot.mag;em.opt.R' \n", - "TCOMM6 = 'Extinction-corrected SDSS DR7 Petrosian mag' \n", - "TUCD6 = 'phot.mag;em.opt.R' \n", - "TCOMM7 = 'Extinction-corrected SDSS DR7 mag' \n", - "TUCD7 = 'phot.mag;em.opt.U' \n", - "TCOMM8 = 'Extinction-corrected SDSS DR7 mag' \n", - "TUCD8 = 'phot.mag;em.opt.B' \n", - "TCOMM9 = 'Extinction-corrected SDSS DR7 mag' \n", - "TUCD9 = 'phot.mag;em.opt.R' \n", - "TCOMM10 = 'Extinction-corrected SDSS DR7 mag' \n", - "TUCD10 = 'phot.mag;em.opt.I' \n", - "TCOMM11 = 'Extinction-corrected SDSS DR7 mag' \n", - "TUCD11 = 'phot.mag;em.opt.I' \n", - "TCOMM12 = 'Survey code for redshift source, see notes' \n", - "TUCD12 = 'meta.code;meta.dataset' \n", - "TCOMM13 = 'Spectroscopic redshift, -1 for none attempted' \n", - "TUCD13 = 'src.redshift' \n", - "TCOMM14 = 'Quality of redshift' \n", - "TUCD14 = 'meta.code.qual;src.redshift' \n", - "TCOMM15 = 'Tests of NQ=2 redshifts, see notes' \n", - "TUCD15 = 'meta.code.qual;src.redshift' \n", - "TCOMM16 = 'ID of spectrum from SpecAll table' \n", - "TUCD16 = 'meta.id.cross;spect' \n", - "TCOMM17 = 'Redshift uncertainty, c delta ln(1+z), see notes' \n", - "TUCD17 = 'src.redshift;stat.error' \n", - "TCOMM18 = 'Number of GAMA spectra within 1 arcsec' \n", - "TUCD18 = 'meta.number;spect' \n", - "TCOMM19 = 'SDSS Petro half-light surface brightness' \n", - "TUCD19 = 'phot.mag.sb;em.opt.R' \n", - "TCOMM20 = 'r_psf - r_model star-galaxy separation parameter' \n", - "TUCD20 = 'src.class.starGalaxy' \n", - "TCOMM21 = 'J - K - f_locus star-galaxy separation parameter' \n", - "TUCD21 = 'src.class.starGalaxy' \n", - "TCOMM22 = 'Extinction-corrected r-defined auto AB mag' \n", - "TUCD22 = 'phot.mag;em.IR.K' \n", - "TCOMM23 = 'Flux from FIRST-SDSS matching by John Ching' \n", - "TUCD23 = 'phot.flux.density;em.radio' \n", - "TCOMM24 = '1 for match to H-ATLAS SDSS possible ID' \n", - "TUCD24 = 'meta.code' \n", - "TCOMM25 = '1-deg strip, 2 for GAMA I regions' \n", - "TUCD25 = 'meta.code' \n", - "TCOMM26 = 'Bitwise target criteria, see notes' \n", - "TUCD26 = 'meta.code' \n", - "TCOMM27 = 'Useful for selecting samples, see notes' \n", - "TUCD27 = 'meta.code.class' \n", - "TCOMM28 = 'Useful for selecting samples, see notes' \n", - "TUCD28 = 'meta.code.class' \n", - "TCOMM29 = 'Priorities for targeting, see notes' \n", - "TUCD29 = 'meta.code.class' \n", - "TCOMM30 = 'Number of survey_class>=3 targets within 40 arcsec' \n", - "TUCD30 = 'meta.code.class' \n", - "TCOMM31 = 'CATAID of object in TilingCatv11, see notes' \n", - "TUCD31 = 'meta.code.cross' \n", - "TCOMM32 = 'Mask value 0.0 to 1.0 around V<10 stars' \n", - "TUCD32 = 'meta.code' \n", - "TCOMM33 = 'Mask value 0.0 to 1.0 around V<12 stars' \n", - "TUCD33 = 'meta.code' \n", - "TCOMM34 = 'Visual classification, see notes' \n", - "TUCD34 = 'mata.code.qual' \n", - "TCOMM35 = 'Initials of classifiers, xxx for none' \n", - "TUCD35 = 'meta.id ' \n", - "DATE-HDU= '2015-09-04T13:22:37' \n", - "STILVERS= '3.0-8 ' \n", - "STILCLAS= 'uk.ac.starlink.votable.FitsPlusTableWriter' \n", - "DMU = 'EqInputCat' \n", - "NAME = 'TilingCat' \n", - "VERSION = 'v46 ' \n", - "DATE = '2015-05-22' \n", - "CONTACT = 'Ivan Baldry ' \n", - "AREA = 180.0 \n", - "HIERARCH DDP1_ZMIN = 0.0390699990093708 \n", - "HIERARCH DDP1_ZMAX = 0.2483299970626831 \n", - "DDP1_VZ = 6451530.309761721 \n", - "HIERARCH DDP1_NGAL = 34732 \n", - "HIERARCH DDP1_DENS = 0.005383528919866887 \n", - "HIERARCH DDP2_ZMIN = 0.03914999961853027 \n", - "HIERARCH DDP2_ZMAX = 0.1830800026655197 \n", - "DDP2_VZ = 2679079.755786839 \n", - "HIERARCH DDP2_NGAL = 26598 \n", - "HIERARCH DDP2_DENS = 0.009928035902084681 \n", - "HIERARCH DDP3_ZMIN = 0.03903000056743622 \n", - "HIERARCH DDP3_ZMAX = 0.09973999857902527 \n", - "DDP3_VZ = 432372.2344703938 \n", - "HIERARCH DDP3_NGAL = 7954 \n", - "HIERARCH DDP3_DENS = 0.01839618589233126 \n", - "VOL8 = 2144.660584850632 \n", - "COMMENT Science targets and information for tiling and spectroscopic \n", - "COMMENT observation. " - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "#ddps = fits.open(root + '/global/cscratch1/sd/mjwilson/norberg/GAMA4/gama_gold_ddp_n8.fits')\n", - "ddps = fits.open(root+'gama_gold_ddp_n8.fits')\n", - "ddps = ddps[1].header\n", - "ddps" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "f9f966fa", - "metadata": {}, - "outputs": [], - "source": [ - "#! ls /global/cscratch1/sd/mjwilson/desi/BGS/Sam" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "id": "980d1831", - "metadata": {}, - "outputs": [], - "source": [ - "field = 'G9'" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "id": "c1c43532", - "metadata": {}, - "outputs": [], - "source": [ - "#randoms = Table.read('/global/cscratch1/sd/mjwilson/desi/BGS/Sam/randoms_bd_ddp_n8_G9_0.fits')\n", - "#randoms = Table.read(root + 'randoms_bd_ddp_n8_G9_0.fits')\n", - "\n", - "# TO DO: MOVE RANDOM FILES TO GAMA\n", - "\n", - "#randoms = Table.read(os.environ['CSCRATCH'] + '/desi/BGS/Sam/' + 'randoms_bd_ddp_n8_{}_0.fits'.format(field))\n", - "\n", - "randoms = Table.read('/cosma/home/durham/{}/data/GAMA4/randoms/randoms_bd_ddp_n8_{}_0.fits'.format(user, field))" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "id": "420d8026", - "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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\n", 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\n", 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" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "randoms_slice = randoms[np.abs(randoms['CARTESIAN_Z']) < 5.]\n", - "\n", - "for idx in np.arange(1, 4, 1):\n", - " plt.scatter(randoms_slice['CARTESIAN_X'], randoms_slice['CARTESIAN_Y'], c=randoms_slice['DDP{}_DELTA8'.format(idx)], marker='.', lw=0.0, s=1, vmin=-1., vmax=10., cmap='plasma')\n", - "\n", - " pl.xlabel('x [Mpc/h]')\n", - " pl.ylabel('y [Mpc/h]')\n", - " \n", - " plt.title('DDP{}'.format(idx))\n", - " plt.show()" - ] - }, - { - "cell_type": "markdown", - "id": "da1ddb41", - "metadata": {}, - "source": [ - "# d8 volume fractions" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "id": "93b90af6", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "-99\t\t25.962\n", - "0\t\t58.666\n", - "1\t\t9.135\n", - "2\t\t5.462\n", - "3\t\t0.775\n" - ] - } - ], - "source": [ - "tiers = delta8_tier(randoms['DDP1_DELTA8'])\n", - "utiers = np.unique(tiers)\n", - "\n", - "for ut in utiers:\n", - " in_tier = (tiers == ut)\n", - " \n", - " print('{}\\t\\t{:.3f}'.format(ut, 100. * np.mean(in_tier)))" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "id": "d9f90fb9", - "metadata": {}, - "outputs": [], - "source": [ - "lfs = {}\n", - "vs = {}\n", - "ddps = {}\n", - "\n", - "for i in range(4):\n", - " ddps[i] = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}.fits'.format(field, i))\n", - " vs[i] = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_vmax.fits'.format(field, i))\n", - " lfs[i] = Table.read(root + 'gama_gold_{}_ddp_n8_d0_{}_lumfn.fits'.format(field, i))" - ] - }, - { - "cell_type": "code", - "execution_count": 29, - "id": "cb958f58", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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" - ], - "text/plain": [ - "\n", - " MEDIAN_M PHI_N PHI_N_ERROR PHI_IVMAX PHI_IVMAX_ERROR N V_ON_VMAX d0_REFSCHECHTER \n", - " float64 float64 float64 float64 float64 float64 float64 float64 \n", - "------------------- ---------------------- ---------------------- --------------------- --------------------- ------- --------------------- ---------------------\n", - " -- 0.0 0.0 0.0 0.0 0.0 -- --\n", - " -- 0.0 0.0 0.0 0.0 0.0 -- --\n", - " -- 0.0 0.0 0.0 0.0 0.0 -- --\n", - " -- 0.0 0.0 0.0 0.0 0.0 -- --\n", - " -- 0.0 0.0 0.0 0.0 0.0 -- --\n", - " -- 0.0 0.0 0.0 0.0 0.0 -- --\n", - " -- 0.0 0.0 0.0 0.0 0.0 -- --\n", - " -- 0.0 0.0 0.0 0.0 0.0 -- --\n", - " -- 0.0 0.0 0.0 0.0 0.0 -- --\n", - " -- 0.0 0.0 0.0 0.0 0.0 -- --\n", - " -- 0.0 0.0 0.0 0.0 0.0 -- --\n", - " -- 0.0 0.0 0.0 0.0 0.0 -- --\n", - " -- 0.0 0.0 0.0 0.0 0.0 -- --\n", - " -- 0.0 0.0 0.0 0.0 0.0 -- --\n", - " -- 0.0 0.0 0.0 0.0 0.0 -- --\n", - " -- 0.0 0.0 0.0 0.0 0.0 -- --\n", - " -- 0.0 0.0 0.0 0.0 0.0 -- --\n", - " -- 0.0 0.0 0.0 0.0 0.0 -- --\n", - " -- 0.0 0.0 0.0 0.0 0.0 -- --\n", - " ... ... ... ... ... ... ... ...\n", - " -17.55351126925132 0.00013965755882376158 4.655251960792053e-05 0.002299055981755561 0.0007667356384673714 9.0 0.06098825611651952 0.0015548936110531951\n", - "-17.454333631551155 0.00010862254575181457 4.1055463262005274e-05 0.0021059244559189184 0.0007968296054326806 7.0 0.05095253421699619 0.001597250768727048\n", - "-17.360032927417915 7.758753267986754e-05 3.469819945573406e-05 0.0018163052356760878 0.0008143284336382528 5.0 0.0440701751480382 0.0016380580274017729\n", - "-17.267362842724634 0.00010862254575181457 4.1055463262005274e-05 0.0029700298527369105 0.0011265071340835666 7.0 0.036887157552109605 0.0016786968124241689\n", - "-17.132144208183966 9.310503921584106e-05 3.800997309343804e-05 0.0029620030002108022 0.001211190642710814 6.0 0.03087740444265752 0.0017390115359338613\n", - "-17.059842960629794 3.103501307194702e-05 2.1945068197386883e-05 0.0011222553032831089 0.0007941144909887994 2.0 0.02769325709823822 0.0017717847925933013\n", - "-16.924101771665345 1.551750653597351e-05 1.551750653597351e-05 0.0007008283719962702 0.0007008283719962702 1.0 0.022141664287609768 0.0018343585690099536\n", - "-16.834957293210167 3.103501307194702e-05 2.1945068197386883e-05 0.001660864630199585 0.0011764464802357588 2.0 0.018751188860557277 0.001876229745511729\n", - "-16.757530035162436 7.758753267986754e-05 3.469819945573406e-05 0.00483508487039882 0.0021667466588163003 5.0 0.01631836015638575 0.0019131212171202682\n", - "-16.631379546591454 4.655251960792053e-05 2.6877109727088246e-05 0.003581734377187978 0.0020725152813797767 3.0 0.012822800568102252 0.0019743162953739036\n", - " -16.52807614224665 1.551750653597351e-05 1.551750653597351e-05 0.001519730525309082 0.001519730525309082 1.0 0.010210696092201984 0.002025476985765224\n", - "-16.417128789933166 4.655251960792053e-05 2.6877109727088246e-05 0.006404603798840776 0.003715042249921805 3.0 0.007607699242488683 0.002081523588061465\n", - "-16.300399356494676 1.551750653597351e-05 1.551750653597351e-05 0.002629090385996704 0.002629090385996704 1.0 0.005902233950808325 0.002141774062038824\n", - "-16.252453820268638 1.551750653597351e-05 1.551750653597351e-05 0.0029962657722378077 0.0029962657722378077 1.0 0.005178948636583736 0.0021669156000472833\n", - " -- 0.0 0.0 0.0 0.0 0.0 -- --\n", - " -16.05538488090431 1.551750653597351e-05 1.551750653597351e-05 0.00878200046657229 0.00878200046657229 1.0 0.0017669671728029594 0.0022727698278703526\n", - " -- 0.0 0.0 0.0 0.0 0.0 -- --\n", - " -- 0.0 0.0 0.0 0.0 0.0 -- --\n", - " -- 0.0 0.0 0.0 0.0 0.0 -- --" - ] - }, - "execution_count": 29, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "gama_lf" - ] - }, - { - "cell_type": "code", - "execution_count": 30, - "id": "78e9eacf", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "99\n", - "99\n", - "99\n", - "99\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_230816/2021088444.py:13: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX'] / sc), label=key, marker='.', lw=0.0)\n", - "/tmp/ipykernel_230816/2021088444.py:13: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX'] / sc), label=key, marker='.', lw=0.0)\n", - "/tmp/ipykernel_230816/2021088444.py:13: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX'] / sc), label=key, marker='.', lw=0.0)\n", - "/tmp/ipykernel_230816/2021088444.py:13: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX'] / sc), label=key, marker='.', lw=0.0)\n" - ] - }, - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'G9 GAMA Field')" - ] - }, - "execution_count": 30, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for key in lfs.keys():\n", - " gama_lf = lfs[key]\n", - "\n", - " #sc = named_schechter(gama_lf['MEDIAN_M'], named_type='TMR')\n", - " #lims = dd8_limits[key]\n", - " #d8 = np.mean(lims)\n", - " #sc *= (1. + d8) / (1. + 0.007)\n", - " \n", - " #sc = gama_lf['D8_REFSCH']\n", - " sc = gama_lf['d{}_REFSCHECHTER'.format(key)]\n", - " \n", - " \n", - " pl.plot(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX'] / sc), label=key, marker='.', lw=0.0)\n", - " print(len(gama_lf['MEDIAN_M']))\n", - " \n", - "pl.xlabel(r'$M$')\n", - "pl.ylabel(r'$\\Phi(M)$')\n", - "\n", - "#pl.ylim(-3.0, -.5)\n", - "#pl.xlim(-15., -23.0)\n", - "\n", - "pl.legend(frameon=False, loc=3, ncol=2)\n", - "pl.title('{} GAMA Field'.format(field))" - ] - }, - { - "cell_type": "markdown", - "id": "8e07f13f", - "metadata": {}, - "source": [ - "G9 lengths: \n", - "G12 lengths: 21, 23, 25, 21\n", - "G15 lengths:\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "bc6cb424", - "metadata": {}, - "outputs": [], - "source": [ - "# TO DO - match rows by median" - ] - }, - { - "cell_type": "code", - "execution_count": 41, - "id": "7573d415", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0" - ] - }, - "execution_count": 41, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "idx" - ] - }, - { - "cell_type": "code", - "execution_count": 42, - "id": "dce311bb", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "[('MEDIAN_M', '>f8'),\n", - " ('PHI_N', '>f8'),\n", - " ('PHI_N_ERROR', '>f8'),\n", - " ('PHI_IVMAX', '>f8'),\n", - " ('PHI_IVMAX_ERROR', '>f8'),\n", - " ('N', '>f8'),\n", - " ('V_ON_VMAX', '>f8'),\n", - " ('d0_REFSCHECHTER', '>f8')]" - ] - }, - "execution_count": 42, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "LF_G9.dtype.descr" - ] - }, - { - "cell_type": "code", - "execution_count": 47, - "id": "5c49b5e2", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([-25.45, -25.35, -25.25, -25.15, -25.05, -24.95, -24.85, -24.75,\n", - " -24.65, -24.55, -24.45, -24.35, -24.25, -24.15, -24.05, -23.95,\n", - " -23.85, -23.75, -23.65, -23.55, -23.45, -23.35, -23.25, -23.15,\n", - " -23.05, -22.95, -22.85, -22.75, -22.65, -22.55, -22.45, -22.35,\n", - " -22.25, -22.15, -22.05, -21.95, -21.85, -21.75, -21.65, -21.55,\n", - " -21.45, -21.35, -21.25, -21.15, -21.05, -20.95, -20.85, -20.75,\n", - " -20.65, -20.55, -20.45, -20.35, -20.25, -20.15, -20.05, -19.95,\n", - " -19.85, -19.75, -19.65, -19.55, -19.45, -19.35, -19.25, -19.15,\n", - " -19.05, -18.95, -18.85, -18.75, -18.65, -18.55, -18.45, -18.35,\n", - " -18.25, -18.15, -18.05, -17.95, -17.85, -17.75, -17.65, -17.55,\n", - " -17.45, -17.35, -17.25, -17.15, -17.05, -16.95, -16.85, -16.75,\n", - " -16.65, -16.55, -16.45, -16.35, -16.25, -16.15, -16.05, -15.95,\n", - " -15.85, -15.75, -15.65])" - ] - }, - "execution_count": 47, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "bin_centres" - ] - }, - { - "cell_type": "code", - "execution_count": 49, - "id": "29ae19a9", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array([0. , 0. , 0. , 0. , 0. ,\n", - " 0. , 0. , 0. , 0. , 0. ,\n", - " 0. , 0. , 0. , 0. , 0. ,\n", - " 0. , 0. , 0. , 0. , 0. ,\n", - " 0. , 0. , 0. , 0. , 0. ,\n", - " 0. , 0. , 0. , 0. , 0. ,\n", - " 0. , 0. , 0. , 0. , 0. ,\n", - " 0. , 0.33775315, 0.25982758, 0. , 0. ,\n", - " 0. , 0. , 0. , 0.17332233, 0. ,\n", - " 0. , 0.05921675, 0.21488031, 0.14857136, 0.08709395,\n", - " 0.11803686, 0.14792944, 0.10001647, 0.09265511, 0.11357061,\n", - " 0.48695183, 0.68299675, 0.5159832 , 0.63247639, 0.75729035,\n", - " 0.53271657, 0.5242923 , 0.50284676, 0.58329421, 0.69010522,\n", - " 1.00316929, 0.81287736, 0.92845298, 0.64676824, 1.20808738,\n", - " 1.64654023, 1.20496692, 0.92182565, 0.75012304, 1.06955631,\n", - " 1.8005442 , 1.33230971, 0.45994883, 1.20236773, 1.71772758,\n", - " 1.47859375, 1.31846827, 1.10881617, 1.76924733, 1.70326817,\n", - " 0.63340385, 0.38205637, 0.88521389, 2.52732803, 1.81416442,\n", - " 0.75030748, 3.07688264, 1.22752929, 1.38273303, 0. ,\n", - " 3.86400785, 0. , 0. , 0. ])" - ] - }, - "execution_count": 49, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "np.array(LF_G9['PHI_IVMAX'] / LF_G9['d{}_REFSCHECHTER'.format(idx)])" - ] - }, - { - "cell_type": "code", - "execution_count": 50, - "id": "b9b8402e", - "metadata": {}, - "outputs": [], - "source": [ - "x =np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX'] / LF_G9['d{}_REFSCHECHTER'.format(idx)])]" - ] - }, - { - "cell_type": "code", - "execution_count": 37, - "id": "387794e2", - "metadata": {}, - "outputs": [], - "source": [ - "x=np.c_[bin_centres, LF_G9['PHI_IVMAX']/LF_G9['d{}_REFSCHECHTER'.format(idx)], LF_G12['PHI_IVMAX']/LF_G12['d{}_REFSCHECHTER'.format(idx)], LF_G15['PHI_IVMAX']/LF_G15['d{}_REFSCHECHTER'.format(idx)]]\n" - ] - }, - { - "cell_type": "code", - "execution_count": 38, - "id": "8bc49eba", - "metadata": {}, - "outputs": [ - { - "ename": "AttributeError", - "evalue": "'MaskedColumn' object has no attribute '_unit'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)", - "\u001b[0;32m~/.conda/envs/lumfn/lib/python3.9/site-packages/IPython/core/formatters.py\u001b[0m in \u001b[0;36m__call__\u001b[0;34m(self, obj)\u001b[0m\n\u001b[1;32m 700\u001b[0m \u001b[0mtype_pprinters\u001b[0m\u001b[0;34m=\u001b[0m\u001b[0mself\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mtype_printers\u001b[0m\u001b[0;34m,\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 701\u001b[0m deferred_pprinters=self.deferred_printers)\n\u001b[0;32m--> 702\u001b[0;31m \u001b[0mprinter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mpretty\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mobj\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 703\u001b[0m \u001b[0mprinter\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mflush\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 704\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mstream\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mgetvalue\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n", - "\u001b[0;32m~/.conda/envs/lumfn/lib/python3.9/site-packages/IPython/lib/pretty.py\u001b[0m in \u001b[0;36mpretty\u001b[0;34m(self, obj)\u001b[0m\n\u001b[1;32m 392\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mcls\u001b[0m \u001b[0;32mis\u001b[0m \u001b[0;32mnot\u001b[0m \u001b[0mobject\u001b[0m\u001b[0;31m 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"metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "0364a763", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "13688e6d", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ae4fb2c9", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 57, - "id": "ebab89b4", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_230816/3317625109.py:25: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "/tmp/ipykernel_230816/3317625109.py:25: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "/tmp/ipykernel_230816/3317625109.py:25: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "/tmp/ipykernel_230816/3317625109.py:25: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "Ms = np.arange(-25.5, -15.5 , 0.1)\n", - "bin_centres = (Ms[1:]+Ms[:-1])/2\n", - "colour = ['blue', 'orange', 'green', 'red']\n", - "\n", - "for idx in range(4):\n", - " LF_G9 = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - " LF_G12 = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - " LF_G15 = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - "\n", - " x =np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']), np.array(LF_G12['PHI_IVMAX']), np.array(LF_G15['PHI_IVMAX'])]\n", - " #x=np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']/LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['PHI_IVMAX']/LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['PHI_IVMAX']/LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " \n", - " x_ref=np.c_[bin_centres, np.array(LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " \n", - " #x=np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']/LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['PHI_IVMAX']/LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['PHI_IVMAX']/LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " LF_mean = np.mean(x[:,1:], axis=1)\n", - " LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\n", - "\n", - " LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\n", - " LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\n", - " \n", - " pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - " pl.plot(bin_centres, np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\n", - " #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx))\n", - " \n", - " #pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), gama_lf['PHI_N_ERROR'] / gama_lf['PHI_N'] / np.log(10.), label='NOWEIGHT', alpha=0.4)\n", - " #pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), gama_lf['PHI_IVMAX_ERROR'] / gama_lf['PHI_IVMAX'] / np.log(10.), label='IVMAX')\n", - "\n", - " \n", - "\n", - "plt.xlabel(r'$M_r$ - 5 log(h)', fontsize=14)\n", - "plt.ylabel(r'log $\\phi(L)$ [h$^3$ Mpc$^{-3}$ Mag$^{-1}$]', fontsize=14)\n", - "\n", - "plt.title(r'GAMA DDP LFs (All Fields)')\n", - "\n", - "#pl.ylim(-4.25, -.75)\n", - "#pl.xlim(-23., -15.5)\n", - "pl.gca().invert_xaxis()\n", - "pl.legend(frameon=True, loc=2)\n", - "pl.show()" - ] - }, - { - "cell_type": "code", - "execution_count": 59, - "id": "ed986ea6", - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/tmp/ipykernel_230816/2947710603.py:20: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "/tmp/ipykernel_230816/2947710603.py:20: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "/tmp/ipykernel_230816/2947710603.py:20: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - "/tmp/ipykernel_230816/2947710603.py:20: RuntimeWarning: divide by zero encountered in log10\n", - " pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n" - ] - }, - { - "data": { - "image/png": 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\n", - "text/plain": [ - "
" - ] - }, - "metadata": { - "needs_background": "light" - }, - "output_type": "display_data" - } - ], - "source": [ - "for idx in range(4):\n", - " LF_G9 = Table.read(root + 'gama_gold_G9_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - " LF_G12 = Table.read(root + 'gama_gold_G12_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - " LF_G15 = Table.read(root + 'gama_gold_G15_ddp_n8_d0_{}_lumfn.fits'.format(idx))\n", - "\n", - " #x =np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']), np.array(LF_G12['PHI_IVMAX']), np.array(LF_G15['PHI_IVMAX'])]\n", - " x=np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']/LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['PHI_IVMAX']/LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['PHI_IVMAX']/LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " #x_ref=np.c_[bin_centres, np.array(LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " \n", - " #x=np.c_[bin_centres, np.array(LF_G9['PHI_IVMAX']/LF_G9['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G12['PHI_IVMAX']/LF_G12['d{}_REFSCHECHTER'.format(idx)]), np.array(LF_G15['PHI_IVMAX']/LF_G15['d{}_REFSCHECHTER'.format(idx)])]\n", - "\n", - " LF_mean = np.mean(x[:,1:], axis=1)\n", - " LF_std = np.std(x[:,1:], axis=1) / np.sqrt(3)\n", - "\n", - " #LF_ref_mean = np.mean(x_ref[:,1:], axis=1)\n", - " #LF_ref_std = np.std(x_ref[:,1:], axis=1) / np.sqrt(3)\n", - " \n", - " pl.plot(bin_centres, np.log10(LF_mean), label='d{}'.format(idx), color=colour[idx])\n", - " #pl.plot(bin_centres, np.log10(LF_ref_mean), alpha=0.5, color=colour[idx])\n", - " #pl.errorbar(bin_centres, np.log10(LF_mean), np.log10(LF_std), label='d{}'.format(idx))\n", - " \n", - " #pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_N']), gama_lf['PHI_N_ERROR'] / gama_lf['PHI_N'] / np.log(10.), label='NOWEIGHT', alpha=0.4)\n", - " #pl.errorbar(gama_lf['MEDIAN_M'], np.log10(gama_lf['PHI_IVMAX']), gama_lf['PHI_IVMAX_ERROR'] / gama_lf['PHI_IVMAX'] / np.log(10.), label='IVMAX')\n", - "\n", - " \n", - "\n", - "plt.xlabel(r'$M_r$ - 5 log(h)', fontsize=14)\n", - "plt.ylabel(r'log $\\phi(L) / \\phi_0(L)$ [h$^3$ Mpc$^{-3}$ Mag$^{-1}$]', fontsize=14)\n", - "\n", - "plt.title(r'GAMA DDP LFs (All Fields)')\n", - "\n", - "#pl.ylim(-4.25, -.75)\n", - "#pl.xlim(-23., -15.5)\n", - "pl.gca().invert_xaxis()\n", - "pl.legend(frameon=True, loc=2)\n", - "pl.show()" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "4b1d6725", - "metadata": {}, - "outputs": [], - "source": [ - "rand" - ] - }, - { - "cell_type": "code", - "execution_count": 68, - "id": "fe417f4a", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "FSCALE\n", - "d0 0.3007769227978894\n", - "d1 0.1547111582781389\n", - "d2 0.09317957957064156\n", - "d3 0.01326154106585288\n" - ] - } - ], - "source": [ - "rpath = '/cosma/home/durham/{}/data/GAMA4/randoms/randoms_bd_ddp_n8_{}_0.fits'.format(user, field)\n", - "\n", - "rand = Table.read(rpath)\n", - "print('FSCALE')\n", - "for idx in range(4):\n", - " fscale = rand.meta['DDP1_d{}_VOLFRAC'.format(idx)]\n", - " print('d{}'.format(idx), fscale)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e5c90fb8", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3c58aacc", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "148458b9", - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "id": "bf4b838a", - "metadata": {}, - "source": [ - "# Done." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "2b1ecc7c", - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Lumfn", - "language": "python", - "name": "lumfn" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.9" - } - }, - "nbformat": 4, - "nbformat_minor": 5 -} diff --git a/ddp.py b/ddp.py deleted file mode 100644 index 7c3afdc3..00000000 --- a/ddp.py +++ /dev/null @@ -1,93 +0,0 @@ -import os -import fitsio -import numpy as np -import matplotlib.pyplot as plt - -from astropy.table import Table -from cosmo import volcom -from scipy.interpolate import interp1d -from findfile import findfile - - -tmr_DDP1 = [-21.8, -20.1] -tmr_DDP2 = [-20.6, -19.3] -tmr_DDP3 = [-19.6, -17.8] - -def initialise_ddplimits(survey, Mcol='M0P0_QALL', bright_idx=None, faint_idx=None): - if bright_idx == None: - bright_idx = 3 - - assert Mcol == 'M0P0_QALL' - - if faint_idx == None: - faint_idx = 17 - - assert Mcol == 'M0P0_QALL' - - return _initialise_ddplimits(bright_idx, faint_idx, survey=survey) - -def _initialise_ddplimits(bright_idx, faint_idx, Mcol='M0P0_QALL', survey='gama'): - bpath = findfile(ftype='ddp_limit', dryrun=False, survey=survey, ddp_count=bright_idx) - fpath = findfile(ftype='ddp_limit', dryrun=False, survey=survey, ddp_count=faint_idx) - - print(f'Reading {bpath}') - print(f'Reading {fpath}') - - _bright_curve = Table.read(bpath) - _faint_curve = Table.read(fpath) - - # TODO: extend the curve limits and put bounds_error back on. - bright_curve = interp1d(_bright_curve[Mcol], _bright_curve['Z'], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False) - bright_curve_r = interp1d(_bright_curve['Z'], _bright_curve[Mcol], kind='linear', copy=True, bounds_error=False, fill_value=0.0, assume_sorted=False) - - faint_curve = interp1d(_faint_curve[Mcol], _faint_curve['Z'], kind='linear', copy=True, bounds_error=False, fill_value=1.0, assume_sorted=False) - faint_curve_r = interp1d(_faint_curve['Z'], _faint_curve[Mcol], kind='linear', copy=True, bounds_error=False, fill_value=1.0, assume_sorted=False) - - return bright_curve, bright_curve_r, faint_curve, faint_curve_r - -def get_ddps(Area, M_0P0s, zs, survey): - result = np.zeros(len(zs) * 3, dtype=int).reshape(len(zs), 3) - resultz = np.zeros(len(zs) * 3, dtype=int).reshape(len(zs), 3) - - zlims = {} - - bright_curve, bright_curve_r, faint_curve, faint_curve_r = initialise_ddplimits(survey=survey) - - for i, lims in enumerate([tmr_DDP1, tmr_DDP2, tmr_DDP3]): - in_ddp = (M_0P0s >= lims[0]) & (M_0P0s <= lims[1]) - - zmax = np.atleast_1d(faint_curve(lims[1]))[0] - zmin = np.atleast_1d(bright_curve(lims[0]))[0] - - exclude = (zs > zmax) | (zs < zmin) - - in_ddp = in_ddp & ~exclude - in_ddpz = ~exclude - - result[in_ddp, i] = 1 - resultz[in_ddpz, i] = 1 - - ddp_zs = zs[in_ddp] - - print(zmin, zmax, len(ddp_zs)) - - zmax = np.array([zmax, ddp_zs.max()]).min() - zmin = np.array([zmin, ddp_zs.min()]).max() - - zlims['DDP{}_ZMIN'.format(i+1)] = zmin - zlims['DDP{}_ZMAX'.format(i+1)] = zmax - - zlims['DDP{}_VZ'.format(i+1)] = volcom(zmax, Area) - volcom(zmin, Area) - - zlims['DDP{}ZLIMS_NGAL'.format(i+1)] = np.count_nonzero(in_ddpz) - - zlims['DDP{}_NGAL'.format(i+1)] = np.count_nonzero(in_ddp) - zlims['DDP{}_DENS'.format(i+1)] = np.count_nonzero(in_ddp) / zlims['DDP{}_VZ'.format(i+1)] - - return result, resultz, zlims - - -if __name__ == '__main__': - initialise_ddplimits('desi', Mcol='M0P0_QALL') - - print('Done.') diff --git a/ddp_limits.py b/ddp_limits.py deleted file mode 100644 index e72e09c6..00000000 --- a/ddp_limits.py +++ /dev/null @@ -1,175 +0,0 @@ -import os -import sys -import argparse -import numpy as np -import matplotlib.pyplot as plt -import cosmo as cosmo -import astropy.io.fits as fits - -from astropy.table import Table -from smith_kcorr import GAMA_KCorrection, GAMA_KCorrection_color -from rest_gmr import smith_rest_gmr -from tmr_ecorr import tmr_ecorr, tmr_q -from abs_mag import abs_mag -from data.ke_params import * -from findfile import findfile, fetch_header -from config import Configuration - -def limiting_curve_path(survey, rlim, all_type, gmr_0P1_idx=None, gmr_0P1=None, gmr_0P0=None, debug=True): - fpath = findfile(ftype='ddp_limit', dryrun=False, survey=survey, ddp_count='all') - - print(f'Fetching {fpath}') - - f = open(fpath, 'r') - lines = f.readlines() - - for line in lines: - # 12.0/19.8 QALL/QCOLOR 0.131 /cosma5/data/durham/dc-wils7/GAMA4//ddrp_limits/gama_ddrp_limit_0.fits - _count, _rlim, _all_type, color_idx, _gmr_0P1, _gmr_0P0, _fpath = line.split() - - _count = int(_count) - _rlim = float(_rlim) - - _gmr_0P1 = float(_gmr_0P1) - _gmr_0P0 = float(_gmr_0P0) - - color_idx = int(color_idx) - - if debug: - print(_count, _rlim, _all_type, _gmr_0P1, _gmr_0P0, _fpath) - - match = (_rlim == rlim) - match &= (_all_type == all_type) - match &= ((_gmr_0P1 == gmr_0P1) | (_gmr_0P0 == gmr_0P0)) | (color_idx == gmr_0P1_idx) - - if match: - return _count, _fpath - - raise RuntimeError('Failed to find a limiting curve for {} {} {} {} {}'.format(rlim, all_type, gmr_0P1_idx, gmr_0P1, gmr_0P0)) - -def grab_ddplimit(fpath): - dat = fits.open(fpath) - result = {} - - for key in ['RLIM', 'GMR_0P0', 'GMR_0P1', 'ALL']: - result[key] = dat[1].header[key] - - result['DATA'] = Table.read(fpath) - result['COUNT'] = fpath.split('_')[-1].replace('.fits', '') - - print(fpath) - - return result - -if __name__ == '__main__': - parser = argparse.ArgumentParser(description='Gen kE DDP limit curves') - parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') - parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') - parser.add_argument('--config', help='Path to configuration file', type=str, default=findfile('config')) - parser.add_argument('-s', '--survey', help='Select survey', default='gama') - - args = parser.parse_args() - log = args.log - survey = args.survey.lower() - - config = Configuration(args.config) - config.update_attributes('ddp_limits', args) - config.write() - - if log: - logfile = findfile(ftype='ddp_limit', dryrun=False, survey=survey, log=True) - - print(f'Logging to {logfile}') - - sys.stdout = open(logfile, 'w') - - kcorr_r = GAMA_KCorrection(band='R') - kcorr_RG = GAMA_KCorrection_color() - - # To be looped over for a total of 28 = 7 (rest color) x 2 (Qall, Qcolor) x 2 (magnitude) curves. - gmrs_0p1 = np.array([0.131, 0.298, 0.443, 0.603, 0.785, 0.933, 1.067]) - gmrs_0p0 = np.array([0.158, 0.298, 0.419, 0.553, 0.708, 0.796, 0.960]) - - # bright and faint limits. - rlims = [fetch_header(ftype='gold', name='RMAX', survey=survey),\ - fetch_header(ftype='gold', name='RLIM', survey=survey)] - - root = os.environ['GOLD_DIR'] + f'/ddrp_limits/' - - if not os.path.isdir(root): - print('Creating {}'.format(root)) - - os.makedirs(root) - - count = 0 - - zs = mus = None - - summary = [] - - for rlim in rlims: - print('\n\n----------------------------------\n\n') - - rs = rlim * np.ones_like(zs) - - for aall, all_type in zip([True, False], ['QALL', 'QCOLOR']): - for color_idx, gmr_0P1 in enumerate(gmrs_0p1): - opath = findfile(ftype='ddp_limit', dryrun=False, survey=survey, ddp_count=count) - - # Fortran indexing. - color_idx += 1 - - if args.nooverwrite & os.path.isfile(opath): - hdul = fits.open(opath) - hdr = hdul[0].header # the primary HDU header - - assert 'SURVEY' in hdr - - if hdr['SURVEY'].upper() == survey.upper(): - print('{} found on disk and overwrite forbidden (--nooverwrite).'.format(opath)) - - count += 1 - - continue - - if (zs is None) | (mus is None): - zs = np.arange(1.e-3, 0.6, 1.e-3) - mus = cosmo.distmod(zs) - - gmr_0P1 = gmr_0P1 * np.ones_like(zs) - gmr_0P0 = kcorr_RG.rest_gmr_nonnative(gmr_0P1) - - ks = kcorr_r.k_nonnative_zref(0.0, zs, gmr_0P1) - es = tmr_ecorr(zs, gmr_0P0, aall=aall) - Mrs_0P0 = abs_mag(rs, mus, ks, es) - - dat = Table(np.c_[zs, ks, es, Mrs_0P0], names=['Z', 'K', 'E', 'M0P0_{}'.format(all_type)]) - dat.meta = {'RLIM': rlim, 'ALL': aall, 'GMR_0P1': gmr_0P1[0], 'GMR_0P0': gmr_0P0[0], 'SURVEY': survey} - - dat.write(opath, format='fits', overwrite=True) - - line = '{} \t {} \t {} \t {} \t {} \t {} \t {}'.format(count, rlim, all_type.ljust(6), color_idx, '{:.6f}'.format(gmr_0P1[0]), '{:.6f}'.format(gmr_0P0[0]), opath) - - print('Solved for {}'.format(line)) - - summary.append(line) - - count += 1 - - print() - - opath = findfile(ftype='ddp_limit', dryrun=False, survey=survey, ddp_count='all') - - print(f'\n\nWriting ddp limit summary to {opath}') - - with open(opath, 'w') as f: - for line in summary: - f.write(line) - f.write('\n') - - f.close() - - print('\n\nDone.\n\n') - - if log: - sys.stdout.close() diff --git a/ddp_zlimits.py b/ddp_zlimits.py deleted file mode 100644 index 974ebcd1..00000000 --- a/ddp_zlimits.py +++ /dev/null @@ -1,5 +0,0 @@ -ddp_zlimits = {} - -ddp_zlimits['DDP1'] = [0.018824567924955588, 0.27151303002263294] -ddp_zlimits['DDP2'] = [0.010920624935373494, 0.19364943378836194] -ddp_zlimits['DDP3'] = [0.006922749951471983, 0.10152763865652228] diff --git a/delta8_limits.py b/delta8_limits.py deleted file mode 100644 index 4a903f88..00000000 --- a/delta8_limits.py +++ /dev/null @@ -1,26 +0,0 @@ -import numpy as np - -# Table 3 of https://arxiv.org/pdf/1409.4681.pdf -d8_limits = [[-1.00, -0.75],\ - [-0.75, -0.55],\ - [-0.55, -0.40],\ - [-0.40, 0.00],\ - [ 0.00, 0.70],\ - [ 0.70, 1.60],\ - [ 1.60, 2.90],\ - [ 2.90, 4.00],\ - [ 4.00, 1.e12]] - -d8_limits = np.array(d8_limits) -d8_plot_idx = [0, 3, 5, 8] - -# Derived from our overleaf, approx. -d8_tmr = [-0.895, -0.657, 0.4986, -0.2156, 0.3287, 1.1053, 2.1505, 3.3827, 5.0958] - -def delta8_tier(delta8): - result = -99 * np.ones(len(delta8), dtype=np.int) - - for i, lims in enumerate(d8_limits): - result[(delta8 >= lims[0]) & (delta8 < lims[1])] = i - - return result diff --git a/desi_gold.py b/desi_gold.py deleted file mode 100644 index 92868e75..00000000 --- a/desi_gold.py +++ /dev/null @@ -1,329 +0,0 @@ -import os -import runtime -import numpy as np -import astropy.units as u -import argparse - -from config import Configuration -from findfile import findfile -from astropy.coordinates import SkyCoord -from astropy.table import Table, vstack, hstack, unique, join -from ros_tools import tile2rosette, calc_rosr, ros_limits -from gama_limits import gama_field -from cartesian import cartesian, rotate -from cosmo import cosmo, distmod -from lss import fetch_lss -from bitmask import lumfn_mask -from ddp_zlimits import ddp_zlimits - - -def desi_gold(args, survey='sv3', release='fuji'): - from desiutil.dust import mwdust_transmission - from desitarget.sv3.sv3_targetmask import desi_mask, bgs_mask - - - dryrun = args.dryrun - - if survey != 'sv3': - raise NotImplementedError('Only SV3 is currently supported.') - - releases = {'sv3': 'fuji', 'main': 'guadalupe'} - release = releases[survey] - - root = os.environ['DESI_ROOT'] + f'/spectro/redux/{release}/healpix/' - fpath = root + 'tilepix.fits' - - print(f'Fetching {fpath}') - - tpix = Table.read(fpath) - - # Note: max. Bright SV3 tileid is 595. - tiles = np.arange(1000) - ros = np.array([tile2rosette(x) for x in tiles]) - - # https://desi.lbl.gov/trac/wiki/SurveyOps/OnePercent - # G12: [1,2]; G15: [8,9,10, 17] - - # Unique rosettes in SV3. - uros = np.unique(ros) - uros = uros[uros > -1] - - gama = np.isin(ros, uros) - - tiles = tiles[gama] - - tpix = tpix[np.isin(tpix['TILEID'].data, tiles)] - hps = np.unique(tpix['HEALPIX'].data) - - root += '/{}/bright/'.format(survey) - - fpaths = [root + '{}/{}/redrock-{}-bright-{}.fits'.format(str(x)[:3], x, survey, x) for x in hps] - fpaths = [x for x in fpaths if os.path.exists(x)] - - print('Fetching {}'.format(fpaths[0])) - - # e.g. 280/28027/redrock-sv3-bright-28027.fits - tabs = [] - - print('Gathering DESI zs.') - - for x in fpaths: - zbest = Table.read(x, hdu='REDSHIFTS') - fmap = Table.read(x, hdu='FIBERMAP') - efmap = Table.read(x, hdu='EXP_FIBERMAP') - - # row ordered. - assert np.all(zbest['TARGETID'] == fmap['TARGETID']) - - tids = np.unique(zbest['TARGETID']) - - efmap['ROS'] = tile2rosette(efmap['TILEID'].data) - - efmap_tid = efmap['TARGETID', 'ROS'] - efmap_tid = unique(efmap_tid, keys=['TARGETID']) - efmap_tid.sort('TARGETID') - - assert np.all(efmap_tid['TARGETID'].data == tids) - - del fmap['TARGETID'] - - zbest = hstack([zbest, fmap]) - - zbest = join(zbest, efmap_tid, join_type='left', keys='TARGETID') - zbest['ROS_DIST'] = 1.e4 * np.ones_like(zbest['Z']) - - # Distance to the closest rosette center. - for rosn in np.unique(efmap['ROS'].data): - # TODO: Small rosette overlap. - isin = zbest['ROS'].data == rosn - zbest['ROS_DIST'][isin] = calc_rosr(rosn, zbest['TARGET_RA'].data[isin], zbest['TARGET_DEC'].data[isin]) - - tabs.append(zbest) - - desi_zs = vstack(tabs) - - # remove skies. - print('Sky frac: 1-{:.6f}'.format(np.mean(desi_zs['TARGETID'].data >= 0))) - - desi_zs = desi_zs[desi_zs['TARGETID'].data >= 0] - desi_zs = desi_zs[(desi_zs['SV3_BGS_TARGET'].data & bgs_mask['BGS_BRIGHT']) != 0] - - desi_zs['GOOD_Z'] = (desi_zs['ZWARN'].data == 0) & (desi_zs['DELTACHI2'].data > 40) - - desi_zs['ZDESI'] = desi_zs['Z'] - - del desi_zs['Z'] - - desi_zs['FIELD'] = [f'R{xx}' for xx in desi_zs['ROS'].data] - - ## Cut DESI to good redshifts. - desi_zs['GAMA_FIELD'] = gama_field(desi_zs['TARGET_RA'].data, desi_zs['TARGET_DEC'].data) - - ## TODO/HACK: PHOTSYS ASSUMED S. - desi_zs['GMAG_DRED'] = 22.5 - 2.5 * np.log10(desi_zs['FLUX_G'].data / mwdust_transmission(desi_zs['EBV'].data, 'G', 'S', match_legacy_surveys=True)) - desi_zs['RMAG_DRED'] = 22.5 - 2.5 * np.log10(desi_zs['FLUX_R'].data / mwdust_transmission(desi_zs['EBV'].data, 'R', 'S', match_legacy_surveys=True)) - - desi_zs['W1MAG_DRED'] = 22.5 - 2.5 * np.log10(desi_zs['FLUX_W1'].data / mwdust_transmission(desi_zs['EBV'].data, 'W1', 'S', match_legacy_surveys=True)) - desi_zs['W2MAG_DRED'] = 22.5 - 2.5 * np.log10(desi_zs['FLUX_W2'].data / mwdust_transmission(desi_zs['EBV'].data, 'W2', 'S', match_legacy_surveys=True)) - - desi_zs['GMR'] = desi_zs['GMAG_DRED'] - desi_zs['RMAG_DRED'] - desi_zs['DETMAG'] = desi_zs['RMAG_DRED'] - - desi_zs.meta['PET_OFFSET'] = 0.12 - desi_zs['LEGACYPET'] = desi_zs['RMAG_DRED'] + desi_zs.meta['PET_OFFSET'] - - zlow = ddp_limits['DDP1'][0] - zhigh = ddp_limits['DDP1'][1] - - desi_zs['IN_GOLD'] = desi_zs['GOOD_Z'].data & (desi_zs['ZDESI'] > zlow) & (desi_zs['ZDESI'] < zhigh) - - clustering, full = fetch_lss(pprint=False, sort=False) - - clustering_ids = np.unique(clustering['TARGETID'].data) - full_ids = np.unique(full['TARGETID'].data) - - desi_zs['IN_CLUSTERING'] = np.isin(desi_zs['TARGETID'].data, clustering_ids) - desi_zs['IN_FULL'] = np.isin(desi_zs['TARGETID'].data, full_ids) - - clustering_cols = ['WEIGHT_ZFAIL', 'WEIGHT', 'NZ'] - full_cols = ['NTILE', 'TILES', 'TILELOCIDS', 'LOCATION_ASSIGNED', 'TILELOCID_ASSIGNED', 'COMP_TILE', 'FRACZ_TILELOCID', 'BITWEIGHTS', 'PROB_OBS'] - - for cols, cat in zip([clustering_cols, full_cols], [clustering, full]): - cols += ['TARGETID'] - - # TODO/HACK multiple targetid occurences in clustering catalog? - desi_zs = join(desi_zs, cat[cols], keys='TARGETID') - - ## Archive step. - archive = Table(desi_zs, copy=True) - - xyz = cartesian(desi_zs['TARGET_RA'].data, desi_zs['TARGET_DEC'].data, desi_zs['ZDESI'].data) - - desi_zs['CARTESIAN_X'] = xyz[:,0] - desi_zs['CARTESIAN_Y'] = xyz[:,1] - desi_zs['CARTESIAN_Z'] = xyz[:,2] - - xyz = rotate(desi_zs['TARGET_RA'].data, desi_zs['TARGET_DEC'].data, xyz) - - desi_zs['ROTCARTESIAN_X'] = xyz[:,0] - desi_zs['ROTCARTESIAN_Y'] = xyz[:,1] - desi_zs['ROTCARTESIAN_Z'] = xyz[:,2] - - desi_zs['LUMDIST'] = cosmo.luminosity_distance(desi_zs['ZDESI'].data) - desi_zs['DISTMOD'] = distmod(desi_zs['ZDESI'].data) - - desi_zs['IN_D8LUMFN'] = np.zeros_like(desi_zs['FIELD'], dtype=int) - desi_zs['CONSERVATIVE'] = np.zeros_like(desi_zs['FIELD'], dtype=int) - - desi_zs.meta['IMMUTABLE'] = 'TRUE' - - desi_zs.pprint() - - survey = 'desi' - ''' - fpath = findfile(ftype='gold', dryrun=False, survey=survey) - opath = fpath.replace('desi_gold', 'desi_sv3_gold') - - print('Writing {}'.format(opath)) - - desi_zs.write(opath, format='fits', overwrite=True) - - ## ---- GAMA GOLD - gold = Table.read(fpath) - - del gold['CARTESIAN_X'] - del gold['CARTESIAN_Y'] - del gold['CARTESIAN_Z'] - del gold['ROTCARTESIAN_X'] - del gold['ROTCARTESIAN_Y'] - del gold['ROTCARTESIAN_Z'] - del gold['DETMAG'] - del gold['DISTMOD'] - del gold['LUMDIST'] - del gold['GMR'] - - gold.pprint() - - # DESI - uros = [1,2,8,9,10,17] - desi_zs = desi_zs[np.isin(desi_zs['ROS'], uros)] - archive = archive[np.isin(archive['ROS'], uros)] - - c = SkyCoord(ra=desi_zs['TARGET_RA']*u.degree, dec=desi_zs['TARGET_DEC']*u.degree) - - print('Matching DESI to GAMA Gold.') - - # GAMA - catalog = SkyCoord(ra=gold['RA'], dec=gold['DEC']) - idx, d2d, d3d = c.match_to_catalog_3d(catalog) - - # Now idx are indices into catalog that are the closest objects to each of the coordinates in c, d2d are the on-sky distances between them - gold_match = gold[idx] - - del gold_match['FIELD'] - - to_join = Table(gold_match, copy=True) - to_join.meta = {} - - desi_zs = hstack([desi_zs, to_join]) - desi_zs['GAMA_SEP'] = d2d.to(u.arcsec) - desi_zs['GOOD_MATCH'] = desi_zs['GAMA_SEP'] < 0.3 - - desi_zs.meta['IMMUTABLE'] = 'TRUE' - - max_sep = 0.5 * u.arcsec - - print('Fraction desi matched to gold at 0.5 arcseconds: {:.6f}'.format(np.mean(desi_zs['GAMA_SEP'] < max_sep))) - - opath = fpath.replace('desi_gold', 'desi_gama') - - print('Writing {}'.format(opath)) - - desi_zs.write(opath, format='fits', overwrite=True) - - ## -------------------- - idx, d2d, d3d = catalog.match_to_catalog_3d(c) - - desi_match = archive[idx] - - to_join = Table(desi_match, copy=True) - to_join.meta = {} - - gold = hstack([gold, to_join]) - gold['DESI_SEP'] = d2d.to(u.arcsec) - gold['GOOD_MATCH'] = gold['DESI_SEP'] < 0.3 - - gold['ROS_DIST'] = 1.e99 - - for rosn in uros: - new_dist = calc_rosr(rosn, gold['RA'].data, gold['DEC'].data) - - gold['ROS_DIST'] = np.minimum(gold['ROS_DIST'].data, new_dist) - - max_sep = 0.5 * u.arcsec - - print('Fraction gold matched to desi at 0.5 arcseconds: {:.6f}'.format(np.mean(gold['DESI_SEP'] < max_sep))) - - gold.meta['IMMUTABLE'] = 'TRUE' - - opath = fpath.replace('desi_gold', 'gama_desi') - - print('Writing {}'.format(opath)) - - gold.write(opath, format='fits', overwrite=True) - ''' - - in_gold = desi_zs['GOOD_Z'].data & (desi_zs['ZDESI'] > ddp_limits['DDP1'][0]) & (desi_zs['ZDESI'] < ddp_limits['DDP1'][1]) - - # No cut to GAMA rosettes. - # in_gold &= np.isin(desi_zs['ROS'].data, [1,2,8,9,10,17]) - - desi_zs = desi_zs[in_gold] - desi_zs['RA'] = desi_zs['TARGET_RA'] - desi_zs['DEC'] = desi_zs['TARGET_DEC'] - desi_zs['ZSURV'] = desi_zs['ZDESI'] - desi_zs['DETMAG'] = desi_zs['RMAG_DRED'] - desi_zs['DISTMOD'] = distmod(desi_zs['ZDESI'].data) - - limits = ros_limits(dryrun) - - hi_comp = (desi_zs['ROS_DIST'].data > limits[0]) & (desi_zs['ROS_DIST'].data < limits[1]) - area = np.pi * (limits[1]**2. - limits[0]**2.) - - update_bit(desi_zs['IN_D8LUMFN'], lumfn_mask, 'DESI_HICOMP', ~hi_comp) - - desi_zs = desi_zs[desi_zs['IN_D8LUMFN'].data == 0] - - desi_zs.meta['AREA'] = area * len(np.unique(desi_zs['FIELD'].data)) - desi_zs.meta['IMMUTABLE'] = 'TRUE' - desi_zs.meta['RELEASE'] = release.upper() - - desi_zs.meta['RLIM'] = 19.5 - desi_zs.meta['RMAX'] = 12.0 - desi_zs.meta['MAX_SEP'] = 10.0 # Expected max. angular separation in a rosette. - - opath = findfile(ftype='gold', dryrun=dryrun, survey=survey) - - print('Writing {}'.format(opath)) - - desi_zs.write(opath, format='fits', overwrite=True) - - -if __name__ == '__main__': - parser = argparse.ArgumentParser(description='Gen desi gold cat.') - parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') - parser.add_argument('--config', help='Path to configuration file', type=str, default=findfile('config')) - parser.add_argument('--dryrun', help='Dryrun of 5k galaxies', action='store_true') - parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') - - args = parser.parse_args() - ''' - config = Configuration(args.config) - config.update_attributes('gold', args) - config.write() - ''' - desi_gold(args) - - print('Done.') - - diff --git a/desi_randoms.py b/desi_randoms.py deleted file mode 100644 index 1d270d4c..00000000 --- a/desi_randoms.py +++ /dev/null @@ -1,55 +0,0 @@ -import os -import numpy as np - -from bitmask import lumfn_mask, update_bit -from astropy.table import Table, unique, vstack -from ros_tools import tile2rosette, calc_rosr, ros_limits - - -def desi_randoms(ros, nrealz=4, oversample=8, dryrun=False): - assert 'NERSC_HOST' in os.environ.keys() - - # Randoms uniform on the sphere with density 2500 per sq. deg., available to an assigned fiber. - root = '/global/cfs/cdirs/desi/survey/catalogs/SV3/LSS/' - - rpaths = ['{}/random{}/rancomb_brightwdup_Alltiles.fits'.format(root, idx) for idx in range(nrealz)] - rpaths *= oversample - - rand = vstack([Table.read(xx) for xx in rpaths]) - rand.meta = {} - - # TODO: Check TARGETID is a unique identifier, or bug. If not, use RA. - rand = unique(rand, keys='TARGETID') - rand['ROS'] = tile2rosette(rand['TILEID']) - - rand['ROS_DIST'] = 1.e99 - - rand = rand[rand['ROS'] == ros] - - for rosn in np.unique(rand['ROS']): - isin = (rand['ROS'].data == rosn) - - new_dist = calc_rosr(rosn, rand['RA'][isin], rand['DEC'][isin]) - - rand['ROS_DIST'][isin] = np.minimum(rand['ROS_DIST'][isin], new_dist) - - # rand.pprint() - - limits = ros_limits(dryrun) - - hi_comp = (rand['ROS_DIST'].data > limits[0]) & (rand['ROS_DIST'].data < limits[1]) - - update_bit(rand['IN_D8LUMFN'], lumfn_mask, 'DESI_HICOMP', ~hi_comp) - - rand = rand[rand['IN_D8LUMFN'].data == 0] - - rand.rename_column('RA', 'RANDOM_RA') - rand.rename_column('DEC', 'RANDOM_DEC') - - # Must come after dryrun. - rand.meta['AREA'] = len(rand) / 2500. / nrealz - rand.meta['NRAND'] = len(rand) - rand.meta['NREALZ'] = nrealz - rand.meta['IMMUTABLE'] = 'TRUE' - - return rand diff --git a/environment.yml b/environment.yml deleted file mode 100644 index 34fe4091..00000000 --- a/environment.yml +++ /dev/null @@ -1,22 +0,0 @@ -# conda env create -f environment.yml -name: base -channels: - - defaults - - conda-forge -dependencies: - - pip - - wget - - numpy - - matplotlib - - pandas - - astropy - - scipy - - fitsio - - papermill - - jupyter - - notebook>=6.1.5 - - nbformat >=5.0.2 - - coveralls - - pytest - - pytest-cov - - inflect \ No newline at end of file diff --git a/errorlog.py b/errorlog.py deleted file mode 100644 index 306efeb0..00000000 --- a/errorlog.py +++ /dev/null @@ -1,109 +0,0 @@ -import os -import sys -import logging - -from pathlib import Path - - -_loggers = dict() - -def get_logger(level=None, path=None, timestamps=False): - ''' - Returns a logger, which can be used like logger.info('some message') etc. - - INPUTS: level ... None --> use environment variable - otherwise string like 'DEBUG', 'INFO', 'WARNING', 'ERROR', 'FATAL', 'CRITICAL' - - path ... None --> do not log to disk - otherwise string of where to save all log messages (identical console printouts will also happen) - - timestamps ... boolean, to turn on inclusion of timestamps in log messages - - OUTPUTS: logger instance - ''' - if level == 'DEBUG': - loglevel = logging.DEBUG - - elif level == 'INFO': - loglevel = logging.INFO - - elif level == 'WARN' or level == 'WARNING': - loglevel = logging.WARNING - - elif level == 'ERROR': - loglevel = logging.ERROR - - elif level == 'FATAL' or level == 'CRITICAL': - loglevel = logging.CRITICAL - - else: - raise ValueError('Unknown log level {}; should be DEBUG/INFO/WARNING/ERROR/CRITICAL'.format(level)) - - if level not in _loggers: - logger = logging.getLogger('lumfn.'+level) - logger.setLevel(loglevel) - - #- handler and formatter code adapted from - #- https://docs.python.org/3/howto/logging.html#configuring-logging - - # create console handler and set level to debug - ch = logging.StreamHandler() - ch.setLevel(loglevel) - - # optionally create file handler, similarly - if path: - fh = logging.FileHandler(filename=path, mode='a', encoding='utf-8') - fh.setLevel(loglevel) - else: - fh = None - - # create formatter - kwargs = {'fmt': '%(levelname)s:%(filename)s:%(lineno)s:%(funcName)s:%(message)s'} - if timestamps: - kwargs['fmt'] = '%(asctime)s:' + kwargs['fmt'] - kwargs['datefmt'] = '%Y %m %d %H:%M:%S:%z' - - formatter = logging.Formatter(**kwargs) - - # add formatter to ch - ch.setFormatter(formatter) - if fh: - fh.setFormatter(formatter) - - # add handlers to logger - logger.addHandler(ch) - if fh: - logger.addHandler(fh) - - _loggers[level] = logger - - return _loggers[level] - -errorlog_path = '{}/errors/errorlog.txt'.format(os.environ['GOLD_DIR']) -errorlog_dir = os.path.dirname(errorlog_path) - -Path(errorlog_dir).mkdir(parents=True, exist_ok=True) - -errorlog = get_logger(level='DEBUG', path=errorlog_path, timestamps=True) - -def handle_exception(exc_type, exc_value, exc_traceback): - if issubclass(exc_type, KeyboardInterrupt): - sys.__excepthook__(exc_type, exc_value, exc_traceback) - return - - with open(errorlog_path, 'a') as fh: - fh.write('\n\n**********************************************************************************\n') - - errorlog.error('ERROR', exc_info=(exc_type, exc_value, exc_traceback)) - - with open(errorlog_path, 'a') as fh: - fh.write('\n\n**********************************************************************************\n') - - print(f'ERROR: logged at {errorlog_path}') - - -sys.excepthook = handle_exception - - -if __name__ == '__main__': - raise RuntimeError('Failed to findfile') diff --git a/fillfactor.py b/fillfactor.py deleted file mode 100644 index cd4b8422..00000000 --- a/fillfactor.py +++ /dev/null @@ -1,352 +0,0 @@ -import os -import gc -import sys -import time -import tqdm -import fitsio -import argparse -import multiprocessing -import numpy as np -import astropy.io.fits as fits -import matplotlib.pyplot as plt - -from functools import partial -from datetime import datetime -from scipy.spatial import KDTree -from astropy.table import Table -from multiprocessing import Pool -from runtime import calc_runtime -from findfile import findfile, fetch_fields, overwrite_check, call_signature, gather_cat -from config import Configuration -from ddp_zlimits import ddp_zlimits -from params import sphere_radius - - -def collate_fillfactors(realzs=np.array([0]), field='G9', survey='gama', dryrun=False, prefix=None, write=True, force=False, oversample=2): - print('Collating fillfactor realizations into main (realz=0).') - - realzs = np.sort(realzs) - - assert realzs[0] == 0 - - opaths = [findfile(ftype='randoms_n8', dryrun=dryrun, field=field, survey=survey, prefix=prefix, realz=realz) for realz in realzs] - opath = opaths[0] - - assert np.all(np.array([os.path.isfile(x) for x in opaths])), 'Failed to find {}'.format(opaths) - - for oo in opaths: - print(f'Fetching {oo}.') - - orealzs = [Table.read(opath) for opath in opaths] - mainreal = orealzs[0] - - if len(realzs) == 1: - print('Only one realization, nothing to be done. Exiting.') - return mainreal - - keys = list(mainreal.meta.keys()) - - for key in keys: - print(key, mainreal.meta[key]) - - if ('COLLATE' in keys) and (not force): - print('Results have already been collated to zeroth realization. Exiting') - return mainreal - - for col in ['FILLFACTOR', 'RAND_N8']: - print(f'Solving for {col}') - - cols = [orealz[col].data.tolist() for orealz in orealzs] - cols = np.array(cols).T - - mainreal[col] = np.mean(cols, axis=1) - - # TODO: Check error on the mean. - mainreal[col + '_STD'] = np.std(cols, axis=1) / np.sqrt(len(realzs)) - - print('Effective rand. density of {:.6f} to {:.6f}.'.format(mainreal.meta['RAND_DENS'], mainreal.meta['RAND_DENS'] * len(realzs))) - - mainreal.meta['COLLATE'] = 'TRUE' - mainreal.meta['NREALZ'] = len(realzs) - - fpath = findfile(ftype='randoms', dryrun=dryrun, field=field, survey=survey, prefix=prefix, realz=0) - boundary = Table.read(fpath, 'BOUNDARY') - - header = fits.Header() - - hx = fits.HDUList() - hx.append(fits.PrimaryHDU(header=header)) - hx.append(fits.convenience.table_to_hdu(mainreal)) - hx.append(fits.convenience.table_to_hdu(boundary)) - - if write: - opath = findfile(ftype='randoms_n8', dryrun=dryrun, field=field, survey=survey, prefix=prefix, realz=0) - - print(f'Writing {opath}.') - - hx.writeto(opath, overwrite=True) - - print('Finished.') - - return mainreal - -def process_one(run, pid=0, start=0.0): - try: - pid = os.getpid() - - except Exception as e: - print(e) - - bigtree = run[0] - comp = run[1] - - msg = 'POOL {}: Creating {} tree for complement'.format(pid, len(comp)) - runtime = calc_runtime(start, msg) - - # leafsize=5 - kd_tree = KDTree(comp) - - msg = 'POOL {}: Querying {} tree for complement'.format(pid, len(bigtree.data)) - runtime = calc_runtime(start, msg) - - # https://docs.scipy.org/doc/scipy/reference/generated/scipy.spatial.KDTree.query_ball_tree.html#scipy.spatial.KDTree.query_ball_tree - # https://docs.scipy.org/doc/scipy/reference/generated/scipy.spatial.KDTree.count_neighbors.html#scipy.spatial.KDTree.count_neighbors - indexes = bigtree.query_ball_tree(kd_tree, r=sphere_radius) - - del kd_tree - del bigtree - del comp - - flat = [len(idx) for idx in indexes] - - time.sleep(.1) - - return flat - -def fillfactor(log, field, dryrun, prefix, survey, oversample, nproc, realz, nooverwrite, debug=False): - opath = findfile(ftype='randoms_n8', dryrun=dryrun, field=field, survey=survey, prefix=prefix, realz=realz) - - if nooverwrite: - overwrite_check(opath) - - start = time.time() - - call_signature(dryrun, sys.argv) - - fpath = findfile(ftype='randoms', dryrun=dryrun, field=field, survey=survey, prefix=prefix, oversample=oversample, realz=realz) - overpoints_hdr = fitsio.read_header(fpath, ext=1) - - _overpoints = fitsio.read(fpath, ext=1, columns=['CARTESIAN_X', 'CARTESIAN_Y', 'CARTESIAN_Z']) - overpoints = np.c_[_overpoints['CARTESIAN_X'], _overpoints['CARTESIAN_Y'], _overpoints['CARTESIAN_Z']] - - print(f'Fetching {fpath}') - print('Fetched x{} oversampled randoms.'.format(overpoints_hdr['OVERSAMPLE'])) - - # Read randoms file, split by field (DDP1, or not). - # Note: realz handles oversampled realizations only. - fpath = findfile(ftype='randoms', dryrun=dryrun, field=field, survey=survey, prefix=prefix, realz=0) - points_hdr = fitsio.read_header(fpath, ext=1) - - _points = fitsio.read(fpath, ext=1, columns=['CARTESIAN_X', 'CARTESIAN_Y', 'CARTESIAN_Z']) - points = np.c_[_points['CARTESIAN_X'], _points['CARTESIAN_Y'], _points['CARTESIAN_Z']] - - print(f'Fetching {fpath}') - print('Fetched randoms of density {}.'.format(points_hdr['RAND_DENS'])) - - del _points - del _overpoints - - runtime = calc_runtime(start, 'Reading {:.2f}M randoms'.format(len(overpoints) / 1.e6), xx=overpoints) - - print('Sorting.') - - idx = np.argsort(points[:,0]) - points = points[idx] - - idx = np.argsort(overpoints[:,0]) - overpoints = overpoints[idx] - - if debug: - print('Assuming debug configuration.') - - debug_downsample = 5 - - points = points[::debug_downsample] - overpoints = overpoints[::debug_downsample] - - print(f'Downsampling randoms by x{debug_downsample}.') - - runtime = calc_runtime(start, 'Sorted randoms by X') - - # Chunked in x. - split_idx = np.arange(len(points)) - split_idx = np.array_split(split_idx, 4 * nproc) - - nchunk = len(split_idx) - - runs = [] - - for i, idx in enumerate(split_idx): - split = points[idx] - - xmin = split[:,0].min() - xmax = split[:,0].max() - - buff = .1 # [Mpc/h] - - # Complement uses the oversampled version - complement = (overpoints[:,0] > (xmin - sphere_radius - buff)) & (overpoints[:,0] < (xmax + sphere_radius + buff)) - complement = overpoints[complement] - - cmin = complement[:,0].min() - cmax = complement[:,0].max() - - print('{:d}\t{:.4f}\t{:.4f}\t{:.4f}\t{:.4f}\t{:d}\t{:d}'.format(i, xmin, xmax, cmin, cmax, len(split), len(complement))) - - # leafsize=5 - split_tree = KDTree(split) - - runs.append([split_tree, complement]) - - runtime = calc_runtime(start, 'Created {} big trees and complement chunked by ...'.format(nchunk)) - - del points - del overpoints - del split - del split_idx - - runtime = calc_runtime(start, 'Deleted rand.') - - runtime = calc_runtime(start, 'POOL: Counting < 8 Mpc/h pairs for small trees.') - - pool_start = time.time() - - results = [process_one(runs[0], pid=0, start=start)] - - split_time = time.time() - pool_start - split_time /= 60. - - runtime = calc_runtime(start, 'POOL: Expected runtime of {:.6f} minutes with {:d} proc. and split time {:.6f} mins'.format(nchunk * split_time / nproc, nproc, split_time)) - - done_nsplit = 1 - - # maxtasksperchild: restart process after max tasks to contain resource leaks; - with multiprocessing.get_context('spawn').Pool(nproc, maxtasksperchild=4) as pool: - total = (nchunk-1) - - with tqdm.tqdm(total=total) as pbar: - for result in pool.imap(partial(process_one, start=start), iterable=runs[1:], chunksize=4): - results.append(result) - - pbar.update() - - done_nsplit += 1 - - ''' - if (done_nsplit % nproc) == 0: - pool_time = (time.time() - pool_start) / 60. - runtime = calc_runtime(start, 'POOL: New expected runtime of {:.3f} minutes with {:d} proc.'.format(nchunk * pool_time / done_nsplit, nproc)) - ''' - - pool.close() - - # https://stackoverflow.com/questions/38271547/when-should-we-call-multiprocessing-pool-join - pool.join() - - runtime = calc_runtime(start, 'POOL: Done with queries of {} splits'.format(done_nsplit)) - # runtime = calc_runtime(start, 'POOL: Done with queries of {} splits with effective split time {}'.format(done_nsplit, pool_time / done_nsplit)) - - flat_result = [] - - for rr in results: - flat_result += rr - - runtime = calc_runtime(start, 'Reading randoms') - - fpath = findfile(ftype='randoms', dryrun=dryrun, field=field, survey=survey, prefix=prefix) - rand = Table.read(fpath) - - runtime = calc_runtime(start, 'Sorting randoms by X') - - rand.sort('CARTESIAN_X') - - if debug: - rand = rand[::debug_downsample] - - # print(len(rand), len(flat_result)) - - runtime = calc_runtime(start, 'Assigning counts to randoms') - - rand['RAND_N8'] = np.array(flat_result).astype(np.int32) - rand['FILLFACTOR'] = rand['RAND_N8'] / overpoints_hdr['NRAND8'] - - rand.meta['RSPHERE'] = sphere_radius - rand.meta['IMMUTABLE'] = 'FALSE' - - runtime = calc_runtime(start, f'Reading {fpath}') - - boundary = Table.read(fpath, 'BOUNDARY') - - header = fits.Header() - - hx = fits.HDUList() - hx.append(fits.PrimaryHDU(header=header)) - hx.append(fits.convenience.table_to_hdu(rand)) - hx.append(fits.convenience.table_to_hdu(boundary)) - - runtime = calc_runtime(start, 'Writing {}.'.format(opath), xx=rand) - - hx.writeto(opath, overwrite=True) - - runtime = calc_runtime(start, 'Finished') - - if log: - sys.stdout.close() - - return 0 - - -if __name__ == '__main__': - parser = argparse.ArgumentParser(description='Calculate fill factor using randoms.') - parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') - parser.add_argument('-f', '--field', type=str, help='Select equatorial GAMA field: G9, G12, G15', default='G9') - parser.add_argument('-d', '--dryrun', help='Dryrun.', action='store_true') - parser.add_argument('-s', '--survey', help='Select survey.', default='gama') - parser.add_argument('--prefix', help='filename prefix', default='randoms') - parser.add_argument('--nproc', help='nproc', default=12, type=int) - parser.add_argument('--realz', help='Realization number', default=0, type=np.int32) - parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') - parser.add_argument('--oversample', help='Oversampling factor for fillfactor counting.', default=2, type=int) - parser.add_argument('--config', help='Path to configuration file', type=str, default=findfile('config')) - parser.add_argument('--debug', help='Trigger debug options, e.g. undersample', action='store_true') - - args = parser.parse_args() - log = args.log - field = args.field.upper() - dryrun = args.dryrun - prefix = args.prefix - survey = args.survey.lower() - oversample = args.oversample - debug = args.debug - - # https://www.dur.ac.uk/icc/cosma/cosma5/ - nproc = args.nproc - realz = args.realz - nooverwrite = args.nooverwrite - - fields = fetch_fields(survey) - - if log: - logfile = findfile(ftype='randoms_n8', dryrun=False, field=field, survey=survey, prefix=prefix, realz=realz, log=True) - - print(f'Logging to {logfile}') - - sys.stdout = open(logfile, 'w') - ''' - config = Configuration(args.config) - config.update_attributes('fillfactor', args) - config.write() - ''' - assert field in fields, 'Error: Field not in fields' - - fillfactor(log, field, dryrun, prefix, survey, oversample, nproc, realz, nooverwrite, debug) diff --git a/findfile.py b/findfile.py deleted file mode 100644 index aebfd036..00000000 --- a/findfile.py +++ /dev/null @@ -1,433 +0,0 @@ -import re -import os -import time -import glob -import datetime -import fitsio -import subprocess -import numpy as np -import astropy.io.fits as fits - -from collections import OrderedDict -from astropy.table import Table, vstack -from delta8_limits import d8_limits -from astropy.io.fits import getval, getheader -from utils import run_command -from pkg_resources import resource_filename - - -supported = ['gold',\ - 'kE',\ - 'zmax',\ - 'vmax',\ - 'lumfn',\ - 'lumfn_step',\ - 'ddp',\ - 'ddp_n8'] - -def safe_reset(supported=True, printonly=False, debug=False): - if supported: - fpaths = supported_files(dryrun=True) - fpaths += supported_files(dryrun=False) - - else: - fpaths += unsupported_files(dryrun=True) - fpaths += unsupported_files(dryrun=False) - - for fpath in fpaths: - ''' - if ~os.path.exists(fpath): - continue - ''' - try: - immutable = fetch_header(fpath=fpath, name='IMMUTABLE') - - except KeyError as E: - immutable = 'NOT DEFINED' - - to_keep = (immutable == 'TRUE') - - print('RESET: {} with IMMUTABILITY {} KEEP {}'.format(fpath.ljust(80), immutable.ljust(20), to_keep)) - - if to_keep: - continue - - if not printonly: - cmd = f'rm -rf {fpath}' - out = run_command(cmd, noid=True) - -def call_signature(dryrun, argv): - if dryrun: - print('\n\nCall signature: python3 ' + ' '.join(argv) + '\n\n') - -def gather_cat(fpaths): - if len(fpaths) == 0: - return None - - assert np.all(np.array([os.path.isfile(x) for x in fpaths])), 'Failed to find {}'.format(fpaths) - - for fpath in fpaths: - print(f'\tFetching {fpath}.') - - tables = [Table.read(x) for x in fpaths] - tables = vstack(tables) - - # TODO: Headers, e.g. Area, ngal etc. - tables.meta = {} - - return tables - -def write_desitable(opath, table, test=False): - if test: - table = Table() - table['a'] = [1, 4] - table['b'] = [2.0, 5.0] - table['c'] = ['x', 'y'] - - opath = './test.fits' - - assert 'fits' in opath - - table.write(opath, overwrite=True) - - cmds = [] - cmds.append(f'chgrp desi {opath}') - cmds.append(f'chmod 700 {opath}') - - print('\n\n') - - for cmd in cmds: - output = subprocess.check_output(cmd, shell=True) - - print(cmd, output) - -def fetch_fields(survey): - assert survey in ['desi', 'gama'], f'Fields for {survey} survey are not supported.' - - fpath = resource_filename('DESI', f'data/{survey}_fields.txt') - fields = np.loadtxt(fpath, comments="#", delimiter=",", unpack=False, dtype=str) - - return fields - -def release_dir(user=os.environ['USER'], survey='gama', version=None): - # E.g. /cosma/home/durham/dc-wils7/data/GAMA4/ - if version == 'latest': - ff = glob.glob('/cosma/home/durham/{}/data/v*'.format(user)) - ff.sort(key=os.path.getmtime) - - return ff[-1] - - elif version != None: - return '/cosma/home/durham/{}/data/{}/'.format(user, version) - - else: - return '/cosma/home/durham/{}/data/GAMA4/'.format(user) - -def overwrite_check(opath, ext=None): - if os.path.isfile(opath): - exist = True - - if ext != None: - hdul = fits.open(opath) - exist = False - - # print(ext) - # print(hdul.info()) - - for hdu in hdul: - hdr = hdu.header - - try: - if hdr['EXTNAME'] == 'BOUNDARY': - exist = True - - print(f'WARNING: Found existing BOUNDARY extension to {opath} and overwrite forbidden (--nooverwrite).') - - except KeyError as E: - pass - - else: - print(f'{opath} found on disk and overwrite forbidden (--nooverwrite).') - - if exist: - exit(0) - - -def fetch_header(ftype=None, name=None, ext=1, allsupported=False, dryrun=False, prefix=None, field=None, utier='{utier}', survey=None, realz=0, debug=False, version=None, fpath=None): - if allsupported: - result = OrderedDict() - - defined = [] - - for ss in supported: - additions = fetch_header(ftype=ss, name=name, ext=ext, dryrun=dryrun, prefix=prefix, field=field, utier=utier, survey=survey, realz=realz, debug=debug, version=version) - - for xx in defined: - additions.pop(xx, None) - - if additions: - defined += list(additions.keys()) - - result[ss] = additions - - return result - - if fpath is None: - fpath = findfile(ftype=ftype, dryrun=dryrun, prefix=prefix, field=field, utier=utier, survey=survey, realz=realz, debug=debug, version=version) - - if debug: - print(f'Fetching header of {fpath}') - - if name: - return getval(fpath, name, ext) - - else: - hdr = getheader(fpath, ext) - cards = [card for card in hdr.cards if np.all(~np.isin(card[0][:5], ["TUNIT", "TNULL", "TTYPE", "TFORM", "XTENS", "NAXIS", "BITPI", "PCOUN", "GCOUN"]))] - - result = {} - - for card in cards: - try: - result[card[0]] = card[1] - - except Exception as E: - print(f'WARNING: {E}') - - return result - -def findfile(ftype, dryrun=False, prefix=None, field=None, utier='{utier}', survey=None, realz=0, debug=False, version=None, oversample=1, log=False, ddp_count=-1): - if version == None: - if 'NERSC_HOST' in os.environ: - gold_dir = os.environ['CSCRATCH'] + '/norberg/GAMA4/' - - elif 'GOLD_DIR' in os.environ: - gold_dir = os.environ['GOLD_DIR'] - - elif 'GITHUB_ACTIONS' in os.environ: - gold_dir = 'GAMA4/' - - else: - gold_dir = os.environ['HOME'] + '/data/GAMA4/' - - print('Warning: GOLD_DIR not defined in environment; assuming {gold_dir}') - - else: - gold_dir = release_dir(version=version) - - rand_dir = gold_dir + '/randoms/' - - # Special cases: - if ftype == 'config': - return gold_dir + '/configs/config.yaml' - - if ftype == 'jackknife': - if dryrun: - dryrun = '_dryrun' - - else: - dryrun = '' - - return gold_dir + '/randoms/jackknife{}{}.yaml'.format(prefix.replace('randoms', ''), dryrun) - - if survey == None: - survey = 'gama' - - print('WARNING: defaulting to survey=gama') - - survey = survey.lower() - - # Special case: - if (ftype == 'gold') & dryrun & (survey == 'gama'): - return os.environ['CODE_ROOT'] + '/data/gama_gold_dryrun.fits' - - fields = fetch_fields(survey) - - if field != None: - valid = (field in fields) | ('ALL' in field) - - assert valid, print(f'Requested field {field} is not valid ({fields})') - - if dryrun: - dryrun = '_dryrun' - debug = True - - else: - dryrun = '' - - if realz >= 50: - raise ValueError('Randoms realizations limisted to max. of 50') - - if ftype == 'ddp_limit': - if log: - return gold_dir + '/logs/' + '{}_ddrp_limit.log'.format(survey) - - else: - fpath = gold_dir + '/ddrp_limits/' + '{}_ddrp_limit_{}.fits'.format(survey, ddp_count) - - if ddp_count == 'all': - fpath = fpath.replace('.fits', '.txt') - - return fpath - - if isinstance(field, list): - return [findfile(ftype, dryrun=dryrun, prefix=prefix, field=ff, utier=utier) for ff in field] - - if ftype == 'summary_log': - return gold_dir + 'summary.log' - - if field == None: - file_types = {'gold': {'dir': gold_dir, 'id': f'{survey}', 'ftype': 'gold'},\ - 'kE': {'dir': gold_dir, 'id': f'{survey}_gold', 'ftype': 'kE'},\ - 'zmax': {'dir': gold_dir, 'id': f'{survey}_gold', 'ftype': 'zmax'},\ - 'vmax': {'dir': gold_dir, 'id': f'{survey}_gold', 'ftype': 'vmax'},\ - 'lumfn': {'dir': gold_dir, 'id': f'{survey}_gold', 'ftype': 'lumfn'},\ - 'lumfn_step': {'dir': gold_dir, 'id': f'{survey}_gold', 'ftype': 'lumfn_step'},\ - 'ddp': {'dir': gold_dir, 'id': f'{survey}_gold', 'ftype': 'ddp'},\ - 'ddp_n8': {'dir': gold_dir, 'id': f'{survey}_gold', 'ftype': 'ddp_n8'}} - - parts = file_types[ftype] - fpath = parts['dir'] + '/{}_{}{}.fits'.format(parts['id'], parts['ftype'], dryrun) - - else: - file_types = {'ddp_n8_d0': {'dir': gold_dir, 'id': f'{survey}_gold', 'ftype': 'ddp_n8_d0_{}'.format(utier)},\ - 'ddp_n8_d0_vmax': {'dir': gold_dir, 'id': f'{survey}_gold', 'ftype': 'ddp_n8_d0_{}_vmax'.format(utier)},\ - 'ddp_n8_d0_lumfn': {'dir': gold_dir, 'id': f'{survey}_gold', 'ftype': 'ddp_n8_d0_{}_lumfn'.format(utier)},\ - 'ddp_n8_d0_lumfn_step': {'dir': gold_dir, 'id': f'{survey}_gold', 'ftype': 'ddp_n8_d0_{}_lumfn_step'.format(utier)},\ - 'randoms': {'dir': rand_dir, 'id': 'randoms', 'ftype': realz},\ - 'randoms_n8': {'dir': rand_dir, 'id': 'randoms_N8', 'ftype': realz},\ - 'randoms_bd': {'dir': rand_dir, 'id': 'randoms_bd', 'ftype': realz},\ - 'randoms_bd_ddp_n8': {'dir': rand_dir, 'id': 'randoms_bd_ddp_n8', 'ftype': realz},\ - 'volavg_fillfactor': {'dir': rand_dir, 'id': 'volavg_fillfactor', 'ftype': '_{}_{}'.format(realz, utier)},\ - 'boundary': {'dir': rand_dir, 'id': 'boundary', 'ftype': realz} - } - - parts = file_types[ftype] - - if oversample > 1: - oversample = f'_x{oversample}' - else: - oversample = '' - - fpath = f'' + parts['dir'] + '/{}_{}{}_{}{}.fits'.format(parts['id'], field, oversample, parts['ftype'], dryrun) - - if prefix != None: - assert 'randoms' in prefix; - - dirname = os.path.dirname(fpath) - fpath = os.path.basename(fpath) - - fpath = fpath.replace('randoms', prefix) - fpath = dirname + '/' + fpath - - if debug: - print(f'DEBUG: findfile returns {fpath}') - - fpath = fpath.replace('//', '/') - - if ftype == 'boundary': - assert log == True - - if log: - fpath = os.path.dirname(fpath) + '/logs/' + os.path.basename(fpath).split('.')[0] + '.log' - - return fpath - -def supported_files(dryrun=None): - try: - dryrun = os.environ['DRYRUN'] - - except Exception as E: - dryrun = '' - - fpaths = [] - - for survey in ['desi', 'gama']: - for xx in supported: - fpaths.append(findfile(xx, dryrun=False, survey=survey)) - - fields = fetch_fields(survey) - - for field in fields: - for prefix in [None, 'randoms_ddp1']: - fpaths.append(findfile('randoms', dryrun=False, field=field, prefix=prefix, survey=survey)) - fpaths.append(findfile('randoms_n8', dryrun=False, field=field, prefix=prefix, survey=survey)) - fpaths.append(findfile('randoms_bd', dryrun=False, field=field, prefix=prefix, survey=survey)) - fpaths.append(findfile('randoms_bd_ddp_n8', dryrun=False, field=field, prefix=prefix, survey=survey)) - - for ii, _ in enumerate(d8_limits): - fpaths.append(findfile('ddp_n8_d0', dryrun=False, field=field, utier=ii, survey=survey)) - fpaths.append(findfile('ddp_n8_d0_vmax', dryrun=False, field=field, utier=ii, survey=survey)) - fpaths.append(findfile('ddp_n8_d0_lumfn', dryrun=False, field=field, utier=ii, survey=survey)) - - return fpaths - -def unsupported_files(dryrun=None): - fpaths = supported_files(dryrun=dryrun) - - gold_paths = sorted(glob.glob(os.environ['GOLD_DIR'] + '/*.fits')) - rand_paths = sorted(glob.glob(os.environ['GOLD_DIR'] + '/randoms/*.fits')) - - all_paths = gold_paths + rand_paths - - unsupported = [x for x in all_paths if x not in fpaths] - unsupported = [x for x in unsupported if 'dryrun' not in x] - - return unsupported - -def file_check(dryrun=None): - fpaths = supported_files(dryrun=dryrun) - unsupported = unsupported_files(dryrun=dryrun) - - print('\n\n---- SUPPORTED FPATHS ----\n') - - for fp in fpaths: - if os.path.isfile(fp): - mtime = os.path.getmtime(fp) - mtime = datetime.datetime.utcfromtimestamp(mtime).strftime('%Y-%m-%d %H:%M:%S') - - try: - immutable = fetch_header(fpath=fp, name='IMMUTABLE') - - except: - immutable = 'UNDEFINED' - - else: - mtime = '' - immutable = 'UNDEFINED' - - print('{}\t\t{}\t{}\t{}'.format(fp.ljust(100), os.path.isfile(fp), mtime, immutable)) - - print('\n\n---- UNSUPPORTED FPATHS ----\n') - - for fp in unsupported: - if os.path.isfile(fp): - mtime = os.path.getmtime(fp) - mtime = datetime.datetime.utcfromtimestamp(mtime).strftime('%Y-%m-%d %H:%M:%S') - - try: - immutable =fetch_header(fpath=fp, name='IMMUTABLE') - - except: - immutable = 'UNDEFINED' - - else: - mtime = '' - immutable = 'UNDEFINED' - - print('{}\t\t{}\t{}\t{}'.format(fp.ljust(100), os.path.isfile(fp), mtime, immutable)) - - return ~np.all([os.path.isfile(fp) for fp in fpaths]) - -if __name__ == '__main__': - # failure = file_check() - - # print('\n\nSuccess: {}\n\n'.format(~failure)) - - # safe_reset(printonly=True) - - # fetch_header('/cosma5/data/durham/dc-wils7/GAMA4/randoms/randoms_R1_0.fits', name='IMMUTABLE') - - fields = fetch_fields('desi') - - print(fields) diff --git a/fit_schechter.py b/fit_schechter.py deleted file mode 100644 index d468fdf9..00000000 --- a/fit_schechter.py +++ /dev/null @@ -1,69 +0,0 @@ -import os -import argparse -import numpy as np -import getdist.plots as gdplt - -from schechter import schechter -from astropy.table import Table -from cobaya.run import run -from scipy import stats -from getdist.mcsamples import MCSamplesFromCobaya - -# Run me on interactive: -# desienv master -# srun -N 1 -n 1 python3 fit_schechter.py - -parser = argparse.ArgumentParser(description='MCMC fitting of measured Schechter function.') -parser.add_argument('--known', action='store_true', help='Run for toy luminosity function.') - -args = parser.parse_args() -known = args.known - -root = os.environ['GOLD_DIR'] -fpath = root + '/gama_gold_lumfn.fits' -lumfn = Table.read(fpath) - -if known: - lumfn['PHI_N'] = schechter(lumfn['MEDIAN_M'], -2.01, -20.89, -1.25) - lumfn['PHI_N_ERROR'] = 1.e-2 * lumfn['PHI_N'] - -else: - # Bins with no objects currently results in Nans. - lumfn = lumfn[lumfn['PHI_N'] > 0.] - - -lumfn = lumfn[lumfn['PHI_N'] > 0.] - -lumfn.pprint() - -def chi2(log10phistar, Mstar, alpha): - phistar = 10.**log10phistar - - res = (lumfn['PHI_IVMAX'] - schechter(lumfn['MEDIAN_M'], phistar, Mstar, alpha)) - res /= lumfn['PHI_IVMAX_ERROR'] - res = res * res - - return np.sum(res) - -def lnlike(log10phistar, Mstar, alpha): - return -chi2(log10phistar, Mstar, alpha) / 2. - -x2 = chi2(-2.01, -20.89, -1.25) - -print('Initial Chi sq. evaluation: {:.4f}'.format(x2)) - - -info = {"likelihood": {"schechter": lnlike}} - -# https://cobaya.readthedocs.io/en/latest/params_prior.html -info["params"] = { - "log10phistar": {"prior": {"dist": "norm", "loc": -2.00, "scale": 0.25}, "ref": -2.00, "proposal": 0.01}, # TMR ref. -2.01 - "Mstar": {"prior": {"dist": "norm", "loc": -20.89, "scale": 0.15}, "ref": -20.89, "proposal": 0.01}, # TMR ref. -20.89 - "alpha": {"prior": {"dist": "norm", "loc": -1.25, "scale": 0.05}, "ref": -1.25, "proposal": 0.01}} # TMR ref. -1.25 - -# https://cobaya.readthedocs.io/en/latest/sampler_mcmc.html -info["sampler"] = {"mcmc": {"Rminus1_stop": 0.001, "max_tries": 5000}} - -updated_info, sampler = run(info, output='{}/cobaya/schechter_chain'.format(root)) - -print('Written to {}/cobaya/schechter_chain*'.format(root)) diff --git a/gama_gold.py b/gama_gold.py deleted file mode 100644 index a3dceaea..00000000 --- a/gama_gold.py +++ /dev/null @@ -1,194 +0,0 @@ -import os -import sys -import argparse -import runtime -import numpy as np -import astropy.io.fits as fits - -from config import Configuration -from findfile import findfile, overwrite_check, write_desitable -from astropy.table import Table -from cosmo import cosmo, distmod -from gama_limits import gama_field -from cartesian import cartesian, rotate -from bitmask import BitMask, lumfn_mask -from config import Configuration -from ddp_zlimits import ddp_zlimits - - -def gama_gold(argset): - if argset.log: - logfile = findfile(ftype='gold', dryrun=False, survey='gama', log=True) - - print(f'Logging to {logfile}') - - sys.stdout = open(logfile, 'w') - - root = os.environ['TILING_CATDIR'] - fpath = root + '/TilingCatv46.fits' - - opath = findfile(ftype='gold', dryrun=False, survey='gama') - - if argset.dryrun: - dpath = findfile(ftype='gold', dryrun=True, survey='gama') - - if os.path.isfile(dpath): - print('Dryrun gama_gold created on full run; Exiting.') - return 0 - - if argset.nooverwrite: - overwrite_check(opath) - - dat = Table.read(fpath) - dat = Table(dat, masked=False) - - keys = list(dat.meta.keys()) - - for x in keys: - if x not in ['VERSION', 'DATE']: - del dat.meta[x] - - dat.meta['AREA'] = 180. - - # print(dat.dtype.names) - dat.rename_column('Z', 'ZGAMA') - - for band in 'UGRIZ': - dat.rename_column('{}_MODEL'.format(band), '{}MAG_DRED_SDSS'.format(band)) - - minimal_cols = ['CATAID', 'OBJID', 'RA', 'DEC', 'R_PETRO', 'ZGAMA', 'NQ', 'SPECID', 'SURVEY_CLASS'] - - for band in ['U', 'G', 'R', 'I', 'Z']: - minimal_cols += ['{}MAG_DRED_SDSS'.format(band)] - - # Minimal catalogue. - dat = dat[minimal_cols] - - # 'SURVEY_CLASS' < 4 for GAMA-II (rpet <= 19.8 by extension. - # r=12 bright cut; - # 1 cat. per field (G9, 12, 15). - - zlow = ddp_zlimits['DDP1'][0] - zhigh = ddp_zlimits['DDP1'][1] - - sclass_cut = (dat['SURVEY_CLASS'] >= 4) - z_cut = (dat['ZGAMA'] > zlow) & (dat['ZGAMA'] < zhigh) - r_cut = (dat['R_PETRO'] > 12) - nq_cut = (dat['NQ'] >= 3) - - print(np.mean(sclass_cut)) - print(np.mean(z_cut)) - print(np.mean(r_cut)) - print(np.mean(nq_cut)) - - dat = dat[sclass_cut & z_cut & r_cut & nq_cut] - - dat['ZSURV'] = dat['ZGAMA'] - dat['LUMDIST'] = cosmo.luminosity_distance(dat['ZGAMA'].data) - dat['DISTMOD'] = distmod(dat['ZGAMA'].data) - dat['FIELD'] = gama_field(dat['RA'], dat['DEC']) - dat['IN_D8LUMFN'] = np.zeros_like(dat['FIELD'], dtype=int) - dat['CONSERVATIVE'] = np.zeros_like(dat['FIELD'], dtype=int) - - xyz = cartesian(dat['RA'], dat['DEC'], dat['ZGAMA']) - - dat['CARTESIAN_X'] = xyz[:,0] - dat['CARTESIAN_Y'] = xyz[:,1] - dat['CARTESIAN_Z'] = xyz[:,2] - - xyz = rotate(dat['RA'], dat['DEC'], xyz) - - dat['ROTCARTESIAN_X'] = xyz[:,0] - dat['ROTCARTESIAN_Y'] = xyz[:,1] - dat['ROTCARTESIAN_Z'] = xyz[:,2] - - dat['GMR'] = dat['GMAG_DRED_SDSS'] - dat['RMAG_DRED_SDSS'] - dat['DETMAG'] = dat['R_PETRO'] - - ''' - Note: survey_specifics is deprecated - - if argset.in_bgsbright: - offset = survey_specifics('desi')['pet_offset'] - - update_bit(dat['IN_D8LUMFN'], lumfn_mask, 'INBGSBRIGHT', dat['DETMAG'].data + offset < 19.5) - ''' - - # Randomise rows. - idx = np.arange(len(dat)) - idx = np.random.choice(idx, size=len(idx), replace=False) - - dat = dat[idx] - - print('Solved for GAMA gold') - - if not os.path.isdir(os.environ['GOLD_DIR']): - print('Creating {}'.format(os.environ['GOLD_DIR'])) - - os.makedirs(os.environ['GOLD_DIR']) - - # 113687 vs TMR 80922. - dat.meta['GOLD_NGAL'] = len(dat) - dat.pprint() - - dat.meta = {'AREA': dat.meta['AREA'],\ - 'GOLD_NGAL': dat.meta['GOLD_NGAL'],\ - 'IMMUTABLE': 'FALSE',\ - 'RLIM': 19.8,\ - 'RMAX': 12.0,\ - 'MAX_SEP': 70.0} - - print('Writing {}.'.format(opath)) - - write_desitable(opath, dat) - - # Dryrun: 2x2 sq. patch of sky. - # G12 - delta_deg = 0.5 - - isin = (dat['RA'] > 180. - delta_deg) & (dat['RA'] < 180. + delta_deg) - isin &= (dat['DEC'] > 0.0 - delta_deg) & (dat['DEC'] < 0.0 + delta_deg) - - allin = isin - - # G9 - isin = (dat['RA'] > 135. - delta_deg) & (dat['RA'] < 135. + delta_deg) - isin &= (dat['DEC'] > 0.0 - delta_deg) & (dat['DEC'] < 0.0 + delta_deg) - - allin |= isin - - # G15 - isin = (dat['RA'] > 217. - delta_deg) & (dat['RA'] < 217. + delta_deg) - isin &= (dat['DEC'] > 0.0 - delta_deg) & (dat['DEC'] < 0.0 + delta_deg) - - allin |= isin - - dat = dat[allin] - - opath = findfile(ftype='gold', dryrun=True, survey='gama') - - write_desitable(opath, dat) - - print('Writing {}.'.format(opath)) - - if argset.log: - sys.stdout.close() - - return 0 - - -if __name__ == '__main__': - parser = argparse.ArgumentParser(description='Gen GAMA gold cat.') - parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') - parser.add_argument('--config', help='Path to configuration file', type=str, default=findfile('config')) - parser.add_argument('--dryrun', help='Dryrun of 5k galaxies', action='store_true') - parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') - parser.add_argument('--in_bgsbright', help='Add flag for IN_BGSBRIGHT', action='store_true') - - args = parser.parse_args() - - config = Configuration(args.config) - config.update_attributes('gold', args) - config.write() - - gama_gold(args) diff --git a/gama_limits.py b/gama_limits.py deleted file mode 100644 index 1afad91c..00000000 --- a/gama_limits.py +++ /dev/null @@ -1,30 +0,0 @@ -import numpy as np - -from findfile import fetch_fields - -gama_fields = fetch_fields('gama') - -# from https://github.com/michaelJwilson/lumfn/blob/master/py/lumfn/GAMA4/in_gama.py -gama_limits = {gama_fields[0]: {'ra_min': 129., 'ra_max': 141., 'dec_min': -2., 'dec_max': 3.}, - gama_fields[1]: {'ra_min': 174., 'ra_max': 186., 'dec_min': -3., 'dec_max': 2.}, - gama_fields[2]: {'ra_min': 211.5, 'ra_max': 223.5, 'dec_min': -2., 'dec_max': 3.}} - -def gama_field(ras, decs): - result = np.array(['NAN'] * len(ras), dtype=np.str) - - for field in gama_fields: - ra_min = gama_limits[field]['ra_min'] - ra_max = gama_limits[field]['ra_max'] - - dec_min = gama_limits[field]['dec_min'] - dec_max = gama_limits[field]['dec_max'] - - in_field = (ras >= ra_min) & (ras <= ra_max) & (decs >= dec_min) & (decs <= dec_max) - - result[in_field] = field - - return result - - -if __name__ == '__main__': - print(gama_fields) diff --git a/gen_ddp_cat.py b/gen_ddp_cat.py deleted file mode 100644 index 42429b9e..00000000 --- a/gen_ddp_cat.py +++ /dev/null @@ -1,84 +0,0 @@ -import os -import sys -import argparse -import runtime -import fitsio -import numpy as np - -from astropy.table import Table -from ddp import get_ddps, tmr_DDP1, tmr_DDP2, tmr_DDP3, _initialise_ddplimits -from ddp_limits import limiting_curve_path -from findfile import findfile, overwrite_check, write_desitable -from bitmask import lumfn_mask, consv_mask, update_bit -from config import Configuration - - -parser = argparse.ArgumentParser(description='Gen ddp cat.') -parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') -parser.add_argument('-d', '--dryrun', help='Dryrun.', action='store_true') -parser.add_argument('-s', '--survey', help='Select survey', default='gama') -parser.add_argument('--config', help='Path to configuration file', type=str, default=findfile('config')) -parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') - -args = parser.parse_args() -log = args.log -dryrun = args.dryrun -survey = args.survey - -config = Configuration(args.config) -config.update_attributes('ddp', args) -config.write() - -fpath = findfile(ftype='zmax', dryrun=dryrun, survey=survey) -opath = findfile(ftype='ddp', dryrun=dryrun, survey=survey) - -if log: - logfile = findfile(ftype='ddp', dryrun=False, survey=survey, log=True) - - print(f'Logging to {logfile}') - - sys.stdout = open(logfile, 'w') - -if args.nooverwrite: - overwrite_check(opath) - -print('Reading: {}'.format(fpath)) - -dat = Table.read(fpath) -Area = dat.meta['AREA'] - -print('Retrieved Area: {}'.format(Area)) -print('Judging DDP.') - -dat['DDP'], dat['DDPZLIMS'], zlims = get_ddps(Area, dat['DDPMALL_0P0'], dat['ZSURV'], survey) - -dat['STEPWISE_FAINTLIM_0P0'] = -99. -dat['STEPWISE_BRIGHTLIM_0P0'] = -99. - -for color_idx in np.unique(dat['REST_GMR_0P1_INDEX']): - isin = (dat['REST_GMR_0P1_INDEX'] == color_idx) - - # Stepwise limiting magnitudes for a given zref=0.1 color and redshift. - fidx, faint_limit_path = limiting_curve_path(survey, dat.meta['RLIM'], 'QCOLOR', gmr_0P1_idx=color_idx, gmr_0P1=None, gmr_0P0=None, debug=False) - bidx, bright_limit_path = limiting_curve_path(survey, dat.meta['RMAX'], 'QCOLOR', gmr_0P1_idx=color_idx, gmr_0P1=None, gmr_0P0=None, debug=False) - - _, bright_curve_r, _, faint_curve_r = _initialise_ddplimits(bidx, fidx, survey=survey, Mcol='M0P0_QCOLOR') - - dat['STEPWISE_FAINTLIM_0P0'][isin] = faint_curve_r(dat['ZSURV'][isin]) - dat['STEPWISE_BRIGHTLIM_0P0'][isin] = bright_curve_r(dat['ZSURV'][isin]) - -update_bit(dat['IN_D8LUMFN'], lumfn_mask, 'DDP1ZLIM', dat['DDPZLIMS'][:,0] == 0) - -dat.meta.update(zlims) -dat.meta.update({'TMR_DDP1': str(tmr_DDP1),\ - 'TMR_DDP2': str(tmr_DDP2),\ - 'TMR_DDP3': str(tmr_DDP3)}) - -print(zlims) - -print('Writing: {}'.format(opath)) - -write_desitable(opath, dat) - -if log: - sys.stdout.close() diff --git a/gen_ddp_n8.py b/gen_ddp_n8.py deleted file mode 100644 index ed1108a2..00000000 --- a/gen_ddp_n8.py +++ /dev/null @@ -1,284 +0,0 @@ -import os -import sys -import fitsio -import argparse -import runtime -import numpy as np -import matplotlib.pyplot as plt - -from astropy.table import Table, vstack -from scipy.spatial import KDTree -from delta8_limits import delta8_tier, d8_limits -from findfile import findfile, fetch_fields, overwrite_check, gather_cat, write_desitable, fetch_header -from config import Configuration -from bitmask import lumfn_mask, consv_mask, update_bit -from delta8_limits import d8_limits -from runtime import calc_runtime -from params import fillfactor_threshold, oversample_nrealisations, sphere_radius - -parser = argparse.ArgumentParser(description='Generate DDP1 N8 for all gold galaxies.') -parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') -parser.add_argument('-d', '--dryrun', help='Dryrun.', action='store_true') -parser.add_argument('-s', '--survey', help='Select survey', default='gama') -parser.add_argument('--realz', help='Realization', default=0, type=int) -parser.add_argument('--oversample', help='Oversample', default=2, type=int) -parser.add_argument('--oversample_nrealisations', help='Oversample realization number', default=None) -parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') - -args = parser.parse_args() -log = args.log -realz = args.realz -dryrun = args.dryrun -survey = args.survey.lower() -oversample = args.oversample - -if args.oversample_nrealisations != None: - oversample_nrealisations = int(args.oversample_nrealisations) - - print(f'Overriding number of oversampled realizations used with {oversample_nrealisations}') - -fields = fetch_fields(survey) - -fpath = findfile(ftype='ddp', dryrun=dryrun, survey=survey) -opath = findfile(ftype='ddp_n8', dryrun=dryrun, survey=survey) - -if log: - logfile = findfile(ftype='ddp_n8', dryrun=False, survey=survey, log=True) - - print(f'Logging to {logfile}') - - sys.stdout = open(logfile, 'w') - -if args.nooverwrite: - overwrite_check(opath) - -# Read ddp cat. -dat = Table.read(fpath) - -print('Reading: {} with length {}'.format(fpath, len(dat))) - -assert 'DDP1_DENS' in dat.meta - -points = np.c_[dat['CARTESIAN_X'], dat['CARTESIAN_Y'], dat['CARTESIAN_Z']] -points = np.array(points, copy=True) - -kd_tree_all = KDTree(points) - -# Oversampled randoms -prefix = 'randoms_ddp1' -dat['RAND_N8'] = 0. - -for realz in np.arange(oversample_nrealisations): - print(f'\n\nSolving for galaxy fillfactors with oversampled realization {realz}.') - - rpaths = [findfile(ftype='randoms', dryrun=dryrun, field=ff, survey=survey, prefix=prefix, oversample=oversample, realz=realz) for ff in fields] - - for rpath in rpaths: - print('Fetching: {}'.format(rpath)) - - orand = gather_cat(rpaths) - - orpoints = np.c_[orand['CARTESIAN_X'], orand['CARTESIAN_Y'], orand['CARTESIAN_Z']] - - print('Creating oversample rand. tree.') - - obig_tree = KDTree(orpoints) - - indexes_dat = kd_tree_all.query_ball_tree(obig_tree, r=8.) - dat['RAND_N8'] += np.array([len(idx) for idx in indexes_dat]) - - print('After solving for realization {}, median number of randoms per 8-sphere is {}'.format(realz, np.median(dat['RAND_N8']))) - -del orand -del orpoints -del obig_tree - -hpath = findfile(ftype='randoms_n8', dryrun=dryrun, field=fields[0], survey=survey, prefix=prefix, oversample=1, realz=0) - -print(f'Fetching header information from {hpath}') - -onrand8 = oversample_nrealisations * oversample * fetch_header(fpath=hpath, name='NRAND8') -ordens = oversample_nrealisations * oversample * fetch_header(fpath=hpath, name='RAND_DENS') - -dat['FILLFACTOR'] = dat['RAND_N8'] / onrand8 - -print('Normalised galaxy fill factors with {:.2f} expected randoms per 8-sphere (density: {:.6e}).'.format(onrand8, ordens)) - - -# ---- Find closest matching oversampled random to inherit bounddist ---- -print('Finding bound dist measure.') - -bpaths = [findfile(ftype='randoms_n8', dryrun=dryrun, field=ff, survey=survey, prefix=prefix) for ff in fields] -boundary = [Table.read(bpath, 'BOUNDARY') for bpath in bpaths] - -# TODO Note: BOUNDID will not be unique. -boundary = vstack(boundary) -boundary = np.c_[boundary['CARTESIAN_X'], boundary['CARTESIAN_Y'], boundary['CARTESIAN_Z']] -boundary_tree = KDTree(boundary) - -body = np.c_[dat['CARTESIAN_X'], dat['CARTESIAN_Y'], dat['CARTESIAN_Z']] -split = [x for x in body] - -dd, ii = boundary_tree.query(split, k=1) -dat['BOUND_DIST'] = dd - -dat['FILLFACTOR'][dat['BOUND_DIST'] > sphere_radius] = 1. - - -# ---- Find closest matching random to inherit fill factor ---- -# Read randoms bound_dist. -rpaths = [findfile(ftype='randoms_bd', dryrun=dryrun, field=ff, survey=survey, prefix=prefix, oversample=1, realz=0) for ff in fields] - -for rpath in rpaths: - print('Reading: {}'.format(rpath)) - -rand = gather_cat(rpaths) - -print('Retrieved galaxies for {}'.format(np.unique(dat['FIELD'].data))) -print('Retrieved randoms for {}'.format(np.unique(rand['FIELD'].data))) - -for i, rpath in enumerate(rpaths): - dat.meta['RPATH_{}'.format(i)] = rpath - -rpoints = np.c_[rand['CARTESIAN_X'], rand['CARTESIAN_Y'], rand['CARTESIAN_Z']] - -print('Creating big rand. tree.') - -big_tree = KDTree(rpoints) - -print('Querying tree for closest rand.') - -dd, ii = big_tree.query([x for x in points], k=1) - -# Find closest random for bound_dist and fill factor. -# These randoms are split by field. -dat['rRANDSEP'] = dd -dat['rRANDMATCH'] = rand['RANDID'][ii] -dat['rBOUND_DIST'] = rand['BOUND_DIST'][ii] -dat['rFILLFACTOR'] = rand['FILLFACTOR'][ii] - -update_bit(dat['IN_D8LUMFN'], lumfn_mask, 'FILLFACTOR', dat['FILLFACTOR'].data < fillfactor_threshold) - -if not dryrun: - match_sep = 6.5 - - # Typically, bounded by 1.6 - # assert np.all(dat['rRANDSEP'].data < match_sep), 'Failed to find matching random with < 5 Mpc/h separation.' - - if not np.all(dat['rRANDSEP'].data < match_sep): - # Note: DESI randoms are less dense, larger expected separation. - print('WARNING: poor random match, with maximum comoving random separation >3Mpc/h.') - - poor_match = dat['rRANDSEP'].data > match_sep - - print(dat[poor_match]) - -# ---- Calculate DDPX_N8 for each gama gold galaxy. ---- -for idx in range(3): - # Calculate DDP1/2/3 N8 for all gold galaxies. - ddp_idx = idx + 1 - - dat['DDP{:d}_N8'.format(ddp_idx)] = -99 - - for field in fields: - print('Building tree for DDP {} and field {}'.format(ddp_idx, field)) - - in_field = dat['FIELD'] == field - dat_field = dat[in_field] - - ddp = dat_field[dat_field['DDP'][:,idx] == 1] - points_ddp = np.c_[ddp['CARTESIAN_X'], ddp['CARTESIAN_Y'], ddp['CARTESIAN_Z']] - points_ddp = np.array(points_ddp, copy=True) - - kd_tree_ddp = KDTree(points_ddp) - - print('Querying tree for DDP {}'.format(ddp_idx)) - - indexes_ddp = kd_tree_all.query_ball_tree(kd_tree_ddp, r=8.) - - counts = np.array([len(idx) for idx in indexes_ddp]) - - dat['DDP{:d}_N8'.format(ddp_idx)][in_field] = counts[in_field] - -## Derived. -dat.meta['VOL8'] = (4./3.)*np.pi*(8.**3.) - -dat['DDP1_DELTA8'] = ((dat['DDP1_N8'] / (dat.meta['VOL8'] * dat.meta['DDP1_DENS']) / dat['FILLFACTOR'])) - 1. - -## -outwith = (dat['ZSURV'] > dat.meta['DDP1_ZMIN']) & (dat['ZSURV'] < dat.meta['DDP1_ZMAX']) -outwith = ~outwith - -if not dryrun: - # Insufficient randoms in a dryrun. - outwith = outwith | (dat['FILLFACTOR'] < fillfactor_threshold) - -dat['DDP1_DELTA8'][outwith] = -99. -dat['DDP1_DELTA8_TIER'] = delta8_tier(dat['DDP1_DELTA8']) - -dat.pprint() - -# TODO: Check -if 'ddp1' not in prefix: - dat['DDP2_DELTA8'] = ((dat['DDP2_N8'] / (dat.meta['VOL8'] * dat.meta['DDP2_DENS']) / dat['FILLFACTOR'])) - 1. - dat['DDP3_DELTA8'] = ((dat['DDP3_N8'] / (dat.meta['VOL8'] * dat.meta['DDP3_DENS']) / dat['FILLFACTOR'])) - 1. - -for x in dat.meta.keys(): - print('{}\t\t{}'.format(x.ljust(20), dat.meta[x])) - -print('Writing {}'.format(opath)) - -write_desitable(opath, dat) - -# ---- Generate ddp_n8_d0 files for LF(d8) files, limited to DDP1 (and redshift range) ---- -dat = dat[(dat['ZSURV'] > dat.meta['DDP1_ZMIN']) & (dat['ZSURV'] < dat.meta['DDP1_ZMAX'])] -dat['DDP1_DELTA8_TIER'] = delta8_tier(dat['DDP1_DELTA8']) - -utiers = np.unique(dat['DDP1_DELTA8_TIER'].data) - -if -99 in utiers: - utiers = utiers.tolist() - utiers.remove(-99) - utiers = np.array(utiers) - -for ii, xx in enumerate(d8_limits): - dat.meta['D8{}LIMS'.format(ii)] = str(xx) - -if not np.all(np.isin(np.arange(9), utiers)): - print('WARNING: MISSING d8 TIERS ({})'.format(utiers)) - -else: - print(utiers) - -print('Delta8 spans {:.4f} to {:.4f} over {} tiers.'.format(dat['DDP1_DELTA8'].min(), dat['DDP1_DELTA8'].max(), utiers)) - -for tier in np.arange(len(d8_limits)): - print() - print('---- d{} ----'.format(tier)) - - isin = (dat['DDP1_DELTA8_TIER'].data == tier) - to_write = dat[isin] - - dat.meta['DDP1_D{}_NGAL'.format(tier)] = len(to_write) - - assert 'AREA' in dat.meta.keys() - assert 'AREA' in to_write.meta.keys() - - print('Available fields in tier: {}'.format(np.unique(dat['FIELD'].data))) - - for field in fields: - isin = to_write['FIELD'] == field - to_write_field = to_write[isin] - - opath_field = findfile('ddp_n8_d0', dryrun=dryrun, field=field, utier=tier, survey=survey, realz=realz) - - print('Writing {} galaxies from field {} to {}.'.format(len(to_write_field), np.unique(to_write_field['FIELD'].data), opath_field)) - - to_write_field.meta['AREA'] = to_write.meta['AREA'] / len(fields) - - write_desitable(opath_field, to_write_field) - -print('\n\nDone.\n\n') - -if log: - sys.stdout.close() diff --git a/gen_gold.py b/gen_gold.py deleted file mode 100644 index 8ac9fac3..00000000 --- a/gen_gold.py +++ /dev/null @@ -1,38 +0,0 @@ -import os -import argparse -import numpy as np - -from gama_gold import gama_gold -from desi_gold import desi_gold -from findfile import findfile -from astropy.table import Table - - -parser = argparse.ArgumentParser(description='Gen kE cat.') -parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') -parser.add_argument('--survey', help='Survey', default='gama') -parser.add_argument('--dryrun', help='Dryrun', action='store_true') -parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') -parser.add_argument('--in_bgsbright', help='Add flag for IN_BGSBRIGHT', action='store_true') - -args = parser.parse_args() -log = args.log -survey = args.survey -dryrun = args.dryrun -nooverwrite = args.nooverwrite - -if survey == 'gama': - gama_gold(args) - -elif survey == 'desi': - if 'NERSC_HOST' in os.environ.keys(): - # Support to run on nersc only. - desi_gold(args) - - else: - opath = findfile(ftype='gold', dryrun=False, survey='desi') - - print(f'As you are not running at nersc, the output of this script is assumed to be present at {opath}.') - -else: - raise ValueError(f'Survey: {survey} is not supported.') diff --git a/gen_gold_lf.py b/gen_gold_lf.py deleted file mode 100644 index 62902139..00000000 --- a/gen_gold_lf.py +++ /dev/null @@ -1,303 +0,0 @@ -import os -import sys -import yaml -import runtime -import argparse -import pylab as pl -import numpy as np -import astropy.io.fits as fits - -from astropy.table import Table, vstack -from vmaxer import vmaxer, vmaxer_rand -from lumfn import lumfn -from lumfn_stepwise import lumfn_stepwise -from schechter import schechter, named_schechter, ref_schechter -from renormalise_d8LF import renormalise_d8LF -from delta8_limits import d8_limits -from config import Configuration -from findfile import findfile, fetch_fields, overwrite_check, gather_cat, call_signature, write_desitable, fetch_header -from jackknife_limits import solve_jackknife, set_jackknife, jackknife_mean -from bitmask import update_bit, lumfn_mask -from params import fillfactor_threshold -from runtime import calc_runtime - - -def process_cat(fpath, vmax_opath, survey='gama', extra_cols=[], bitmasks=['IN_D8LUMFN'], fillfactor=False, conservative=False, tier=None, d8=None, fdelta=None, fdelta_zp=None): - opath = vmax_opath - - if not os.path.isfile(fpath): - # Do not crash and burn, but proceed on gracefully. - print('WARNING: Failed to find {}'.format(fpath)) - return 1 - - zmax = Table.read(fpath) - - if len(zmax) == 0: - print('Zero length catalogue, nothing to be done.') - return -99 - - minz = zmax['ZSURV'].min() - maxz = zmax['ZSURV'].max() - - print('Found redshift limits: {:.3f} < z < {:.3f}'.format(minz, maxz)) - - update_bit(zmax['IN_D8LUMFN'], lumfn_mask, 'FILLFACTOR', zmax['FILLFACTOR'].data < fillfactor_threshold) - - vmax = vmaxer(zmax, minz, maxz, fillfactor=fillfactor, bitmasks=bitmasks, extra_cols=extra_cols, tier=tier) - vmax.meta['EXTNAME'] = 'VMAX' - - print('Writing {}.'.format(opath)) - - write_desitable(opath, vmax) - - ## Luminosity function estimate - result = lumfn(vmax, d8=d8) - - ## Stepwise luminosity function estimate - result_stepwise = lumfn_stepwise(vmax, d8=d8) - ''' - if fdelta != None: - result_stepwise = renormalise_d8LF(tier, result_stepwise, fdelta, fdelta_zp, self_count=True) - ''' - ## Reference Schechter - finer binning - ref_result = ref_schechter(d8=d8) - - ## Write. - opath = opath.replace('vmax', 'lumfn') - - print(f'Writing {opath}') - - header = fits.Header() - - hx = fits.HDUList() - hx.append(fits.PrimaryHDU(header=header)) - hx.append(fits.convenience.table_to_hdu(result)) - hx.append(fits.convenience.table_to_hdu(result_stepwise)) - hx.append(fits.convenience.table_to_hdu(ref_result)) - - hx.writeto(opath, overwrite=True) - - return 0 - - -if __name__ == '__main__': - parser = argparse.ArgumentParser(description='Generate Gold luminosity function.') - parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') - parser.add_argument('--field', type=str, help='Select equatorial GAMA field: G9, G12, G15', default='G9') - parser.add_argument('--survey', help='Select survey', default='gama') - parser.add_argument('--density_split', help='Trigger density split luminosity function.', action='store_true') - parser.add_argument('--dryrun', action='store_true', help='dryrun.') - parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') - parser.add_argument('--jackknife', help='Apply jack knife.', action='store_true') - parser.add_argument('--conservative', help='Conservative analysis choices', action='store_true') - - args = parser.parse_args() - - log = args.log - field = args.field.upper() - dryrun = args.dryrun - survey = args.survey - density_split = args.density_split - jackknife = args.jackknife - conservative = args.conservative - - if not density_split: - if log: - logfile = findfile(ftype='lumfn', dryrun=False, survey=survey, log=True) - - print(f'Logging to {logfile}') - - sys.stdout = open(logfile, 'w') - - print('Generating Gold reference LF.') - - call_signature(dryrun, sys.argv) - - # Bounded by gama gold, reference schechter limits: - # 0.039 < z < 0.263. - # Note: not split by field. - - fpath = findfile(ftype='ddp_n8', dryrun=dryrun, survey=survey) - opath = findfile(ftype='vmax', dryrun=dryrun, survey=survey) - - if args.nooverwrite: - overwrite_check(opath) - - print(f'Reading: {fpath}') - print(f'Writing: {opath}') - - process_cat(fpath, opath, survey=survey, fillfactor=True) - - if jackknife: - vmax = Table.read(opath) - rand_vmax = vmaxer_rand(survey=survey, ftype='randoms_bd_ddp_n8', dryrun=dryrun, prefix=prefix, conservative=conservative, write=False) - - # Solve for jack knife limits. - njack, jk_volfrac, limits, jks = solve_jackknife(rand_vmax) - - rand_vmax['JK'] = jks - rand_vmax.meta['NJACK'] = njack - rand_vmax.meta['JK_VOLFRAC'] = jk_volfrac - - # Set jack knife limits to data. - vmax['JK'] = set_jackknife(vmax['RA'], vmax['DEC'], limits=limits, debug=False) - vmax.meta['NJACK'] = njack - vmax.meta['JK_VOLFRAC'] = jk_volfrac - - # Save jack knife limits. - jpath = findfile(ftype='jackknife', prefix=prefix, dryrun=dryrun) - - with open(jpath, 'w') as ofile: - yaml.dump(dict(limits), ofile, default_flow_style=False) - - print(f'Writing: {jpath}') - - lpath = findfile(ftype='lumfn', dryrun=dryrun, survey=survey, prefix=prefix) - jackknife = np.arange(njack) - - lumfn(vmax, jackknife=jackknife, opath=lpath) - - print(f'Written {lpath}') - - jackknife_mean(lpath) - - print('Done.') - - if log: - sys.stdout.close() - - else: - if log: - # HACK - logfile = findfile(ftype='ddp_n8_d0_vmax', dryrun=False, field=field, survey=survey, log=True).replace('vmax', 'lumfn').replace('_{utier}', '') - - print(f'Logging to {logfile}') - - sys.stdout = open(logfile, 'w') - - print('Generating Gold density-split LF.') - - call_signature(dryrun, sys.argv) - - assert field != None - - if dryrun: - # A few galaxies have a high probability to be in highest density only. - utiers = np.array([8]) - - else: - utiers = np.arange(len(d8_limits)) - - rand_vmax_all = None - - for idx in utiers: - print(f'\n\n\n\n---------------- Solving for density tier {idx} ----------------\n\n') - - # Bounded by DDP1 z limits. - ddp_fpath = findfile(ftype='ddp_n8_d0', dryrun=dryrun, field=field, survey=survey, utier=idx) - ddp_opath = findfile(ftype='ddp_n8_d0_vmax', dryrun=dryrun, field=field, survey=survey, utier=idx) - - print() - print('Reading: {}'.format(ddp_fpath)) - - prefix = 'randoms_ddp1' - rpath = findfile(ftype='randoms_bd_ddp_n8', dryrun=dryrun, field=field, survey=survey, prefix=prefix) - - ## Used for multi-field avg. of d8 lfs. - fdelta_field = fetch_header(fpath=rpath, name='DDP1_d{}_VOLFRAC'.format(idx)) - - if rand_vmax_all == None: - print('Calculating multi-field volume fractions.') - - rand_vmax_all = vmaxer_rand(survey=survey, ftype='randoms_bd_ddp_n8', dryrun=dryrun, prefix=prefix, conservative=conservative, write=False) - - fdelta = float(rand_vmax_all.meta['DDP1_d{}_VOLFRAC'.format(idx)]) - fdelta_zp = float(rand_vmax_all.meta['DDP1_d{}_ZEROPOINT_VOLFRAC'.format(idx)]) - - d8 = float(rand_vmax_all.meta['DDP1_d{}_TIERMEDd8'.format(idx)]) - d8_zp = float(rand_vmax_all.meta['DDP1_d{}_ZEROPOINT_TIERMEDd8'.format(idx)]) - - rand_vmax = rand_vmax_all[rand_vmax_all['DDP1_DELTA8_TIER'] == idx] - - failure = process_cat(ddp_fpath, ddp_opath, fillfactor=True, tier=idx, d8=d8, fdelta=fdelta, fdelta_zp=fdelta_zp) - - print('LF process cat. complete.') - - if failure == -99: - # Zero length (dryrun) catalog, nothing to be done. - continue - - if jackknife: - print('Solving for jack knife limits.') - - njack, jk_volfrac, limits, jks = solve_jackknife(rand_vmax) - - rand_vmax['JK'] = jks - rand_vmax.meta['NJACK'] = njack - rand_vmax.meta['JK_VOLFRAC'] = jk_volfrac - - print('Setting data jack knife limits.') - - vmax_path = findfile(ftype='ddp_n8_d0_vmax', dryrun=dryrun, field=field, utier=idx, survey=survey) - vmax = Table.read(vmax_path, format='fits') - - vmax['JK'] = set_jackknife(vmax['RA'], vmax['DEC'], limits=limits, debug=False) - vmax.meta['NJACK'] = njack - vmax.meta['JK_VOLFRAC'] = jk_volfrac - - for ii in np.arange(1,2,1): - # Fraction of DDP1 volume meeting completeness cut. - vmax.meta['DDP1_FULL8FRAC'] = rand_vmax_all.meta['DDP1_FULL8FRAC'] - - print('Writing jack knife limits yaml') - - jpath = findfile(ftype='jackknife', prefix=prefix, dryrun=dryrun) - - with open(jpath, 'w') as jfile: - yaml.dump(dict(limits), jfile, default_flow_style=False) - - jackknife = np.arange(njack) - - print('Solving for jacked up luminosity functions.') - - lumfn(vmax, jackknife=jackknife, opath=lpath) - - print('Solving for jacked up luminosity function mean.') - - jackknife_mean(lpath) - - # Reload result with JK columns. - result = Table.read(lpath) - - with fits.open(lpath, mode='update') as hdulist: - assert hdulist[1].header['EXTNAME'] == 'LUMFN' - - hdulist[1] = result_hdu - - for i, hdu in enumerate(hdulist): - hdr = hdu.header - - if 'EXTNAME' not in hdu.header: - continue - - if 'JK' in hdu.header['EXTNAME']: - extname = hdu.header['EXTNAME'] - - print(f'Updating {extname}') - - result_jk = Table(hdu.data, names=hdu.data.names) - result_jk = renormalise_d8LF(idx, result_jk, fdelta, fdelta_zp, self_count) - result_jk = fits.BinTableHDU(result_jk, name=extname, header=hdr) - - hdulist[i] = result_jk - - hdulist.append(ref_result_hdu) - - hdulist.flush() - hdulist.close() - - print('Done.') - - if log: - sys.stdout.close() - diff --git a/gen_kEcat.py b/gen_kEcat.py deleted file mode 100644 index 78b24a55..00000000 --- a/gen_kEcat.py +++ /dev/null @@ -1,144 +0,0 @@ -import os -import sys -import argparse -import runtime -import numpy as np -import multiprocessing - -from astropy.table import Table, vstack -from smith_kcorr import GAMA_KCorrection -from rest_gmr import smith_rest_gmr -from tmr_ecorr import tmr_ecorr, tmr_q -from abs_mag import abs_mag -from findfile import findfile, fetch_fields, overwrite_check, write_desitable -from multiprocessing import Pool -from functools import partial -from config import Configuration - -np.random.seed(314) - -def sub_kE(dat, kcorr_r, kcorr_g): - rest_gmr_0p1, rest_gmr_0p1_warn = smith_rest_gmr(dat['ZSURV'], dat['GMR']) - - dat['REST_GMR_0P1'] = rest_gmr_0p1 - dat['REST_GMR_0P1_WARN'] = rest_gmr_0p1_warn.astype(np.int32) - - dat['REST_GMR_0P1_INDEX'] = kcorr_r.rest_gmr_index(dat['REST_GMR_0P1'].data, kcoeff=False) - - dat['KCORR_R0P1'] = kcorr_r.k(dat['ZSURV'], dat['REST_GMR_0P1']) - dat['KCORR_G0P1'] = kcorr_g.k(dat['ZSURV'], dat['REST_GMR_0P1']) - - dat['KCORR_R0P0'] = kcorr_r.k_nonnative_zref(0.0, dat['ZSURV'], dat['REST_GMR_0P1']) - dat['KCORR_G0P0'] = kcorr_g.k_nonnative_zref(0.0, dat['ZSURV'], dat['REST_GMR_0P1']) - - dat['REST_GMR_0P0'] = dat['GMR'] - (dat['KCORR_G0P0'] - dat['KCORR_R0P0']) - - dat['Q_COLOR_0P0'] = tmr_q(dat['REST_GMR_0P0'], aall=False) - - dat['EQ_ALL_0P0'] = tmr_ecorr(dat['ZSURV'], dat['REST_GMR_0P0'], aall=True) - dat['EQ_COLOR_0P0'] = tmr_ecorr(dat['ZSURV'], dat['REST_GMR_0P0'], aall=False) - - dat['MALL_0P0'] = abs_mag(dat['DETMAG'], dat['DISTMOD'], dat['KCORR_R0P0'], dat['EQ_ALL_0P0']) - dat['MCOLOR_0P0'] = abs_mag(dat['DETMAG'], dat['DISTMOD'], dat['KCORR_R0P0'], dat['EQ_COLOR_0P0']) - dat['MQZERO_0P0'] = abs_mag(dat['DETMAG'], dat['DISTMOD'], dat['KCORR_R0P0'], np.zeros_like(dat['EQ_ALL_0P0'])) - - dat['Z_THETA_QALL'] = dat['DISTMOD'] + dat['KCORR_R0P0'] + dat['EQ_ALL_0P0'] - dat['Z_THETA_QZERO'] = dat['DISTMOD'] + dat['KCORR_R0P0'] + np.zeros_like(dat['EQ_ALL_0P0']) - dat['Z_THETA_QCOLOR'] = dat['DISTMOD'] + dat['KCORR_R0P0'] + dat['EQ_COLOR_0P0'] - - ## ---- DDP ---- - ## Note: assumes median rest-frame colour and QALL. - dat['DDPKCORR_R0P1'] = kcorr_r.k(dat['ZSURV'], dat['REST_GMR_0P1'], median=True) - dat['DDPKCORR_G0P1'] = kcorr_g.k(dat['ZSURV'], dat['REST_GMR_0P1'], median=True) - - dat['DDPKCORR_R0P0'] = kcorr_r.k_nonnative_zref(0.0, dat['ZSURV'], dat['REST_GMR_0P1'], median=True) - dat['DDPKCORR_G0P0'] = kcorr_g.k_nonnative_zref(0.0, dat['ZSURV'], dat['REST_GMR_0P1'], median=True) - - dat['DDPMALL_0P0'] = abs_mag(dat['DETMAG'], dat['DISTMOD'], dat['DDPKCORR_R0P0'], dat['EQ_ALL_0P0']) - - return dat - -def gen_kE(log, dryrun, survey, nooverwrite, nproc=12): - root = os.environ['GOLD_DIR'] - - fpath = findfile(ftype='gold', dryrun=dryrun, survey=survey) - opath = findfile(ftype='kE', dryrun=dryrun, survey=survey) - - if log: - logfile = findfile(ftype='kE', dryrun=False, survey=survey, log=True) - - print(f'Logging to {logfile}') - - sys.stdout = open(logfile, 'w') - - if args.nooverwrite: - overwrite_check(opath) - - fields = fetch_fields(survey) - - print(f'Reading {fpath}') - print(f'Writing {opath}') - - dat = Table.read(fpath) - dat.pprint() - - kcorr_r = GAMA_KCorrection(band='R') - kcorr_g = GAMA_KCorrection(band='G') - - split_idx = np.arange(len(dat)) - split_idx = np.array_split(split_idx, 10) - dat = [dat[x] for x in split_idx] - - # -- Serial -- - # dat = [sub_kE(x, kcorr_r, kcorr_g) for x in dat] - # dat = vstack(dat) - - # -- Multi-processing -- - with multiprocessing.get_context('spawn').Pool(nproc) as pool: - dat = vstack(pool.map(partial(sub_kE, kcorr_r=kcorr_r, kcorr_g=kcorr_g), dat)) - - pool.close() - - # https://stackoverflow.com/questions/38271547/when-should-we-call-multiprocessing-pool-join - pool.join() - - nwarn = (dat['REST_GMR_0P1_WARN'].data > 0) - nwarn = np.count_nonzero(nwarn) - - print(f'WARNING: rest gmr warnings triggered on {nwarn} galaxies.') - - towarn = dat[(dat['REST_GMR_0P1_WARN'].data > 0)] - towarn.pprint() - - ## Stack - dat.meta['IMMUTABLE'] = 'False' - - dat.pprint() - - print('Writing {}.'.format(opath)) - - write_desitable(opath, dat) - - if log: - sys.stdout.close() - - -if __name__ == '__main__': - parser = argparse.ArgumentParser(description='Gen kE cat.') - parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') - parser.add_argument('-d', '--dryrun', help='Dryrun.', action='store_true') - parser.add_argument('-s', '--survey', help='Select survey', default='gama') - parser.add_argument('--config', help='Path to configuration file', type=str, default=findfile('config')) - parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') - - args = parser.parse_args() - log = args.log - dryrun = args.dryrun - survey = args.survey.lower() - nooverwrite = args.nooverwrite - - config = Configuration(args.config) - config.update_attributes('kE', args) - config.write() - - gen_kE(log, dryrun, survey, nooverwrite) diff --git a/gen_rand_ddp_N8.py b/gen_rand_ddp_N8.py deleted file mode 100644 index 5e517afd..00000000 --- a/gen_rand_ddp_N8.py +++ /dev/null @@ -1,156 +0,0 @@ -import os -import gc -import sys -import time -import tqdm -import fitsio -import numpy as np -import matplotlib.pyplot as plt -import argparse - -from astropy.table import Table -from scipy.spatial import KDTree -from cartesian import cartesian -from delta8_limits import d8_limits, delta8_tier -from runtime import calc_runtime -from findfile import fetch_fields, findfile, overwrite_check -from config import Configuration -from volfracs import volfracs -from bitmask import lumfn_mask, consv_mask, update_bit -from params import fillfactor_threshold - - -parser = argparse.ArgumentParser(description='Calculate DDP1 N8 for all randoms.') -parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') -parser.add_argument('-f', '--field', type=str, help='Select equatorial GAMA field: G9, G12, G15', required=True) -parser.add_argument('-d', '--dryrun', help='Dryrun.', action='store_true') -parser.add_argument('--prefix', help='filename prefix', default='randoms') -parser.add_argument('--realz', help='randoms realization number', default=0) -parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') -parser.add_argument('-s', '--survey', help='Select survey', default='gama') - -args = parser.parse_args() -log = args.log -field = args.field.upper() -dryrun = args.dryrun -prefix = args.prefix -realz = args.realz -survey = args.survey.lower() -nooverwrite = args.nooverwrite - -fields = fetch_fields(survey) - -if log: - logfile = findfile(ftype='randoms_bd_ddp_n8', dryrun=False, field=field, survey=survey, prefix=prefix, log=True) - - print(f'Logging to {logfile}') - - sys.stdout = open(logfile, 'w') - -assert field in fields, f'Provided {field} field is not compatible with those available for {survey} survey ({fields})' - -start = time.time() - -fpath = findfile(ftype='ddp', dryrun=dryrun, survey=survey, prefix=prefix) - -dat = Table.read(fpath) -dat = dat[dat['FIELD'] == field] - -runtime = calc_runtime(start, 'Reading {:.2f}M Gold DDP'.format(len(dat) / 1.e6), xx=dat) - -fpath = findfile(ftype='randoms_bd', dryrun=dryrun, field=field, survey=survey, prefix=prefix) -opath = findfile(ftype='randoms_bd_ddp_n8', dryrun=dryrun, field=field, survey=survey, prefix=prefix) - -if nooverwrite: - overwrite_check(opath) - -# Should be solid angle and DDP1 z-limit defined randoms. -rand = Table.read(fpath) -runtime = calc_runtime(start, 'Reading {:.2f}M randoms'.format(len(rand) / 1.e6), xx=rand) - -# Remove anything already in randoms header. -present = list(dat.meta.keys()) - -for pp in present: - if pp in rand.meta.keys(): - del dat.meta[pp] - -assert 'AREA' not in dat.meta.keys() - -# Propagate header 'DDP1_ZMIN' etc. to randoms. -rand.meta.update(dat.meta) - -points = np.c_[rand['CARTESIAN_X'], rand['CARTESIAN_Y'], rand['CARTESIAN_Z']] -points = np.array(points, copy=True) - -kd_tree_rand = KDTree(points) - -del points - -gc.collect() - -# Calculate DDP1/2/3 8-sphere counts for each random. -for idx in range(3): - ddp_idx = idx + 1 - - runtime = calc_runtime(start, 'Solving for DDP {}'.format(ddp_idx)) - - ddp = dat[dat['DDP'][:,idx] == 1] - points_ddp = np.c_[ddp['CARTESIAN_X'], ddp['CARTESIAN_Y'], ddp['CARTESIAN_Z']] - points_ddp = np.array(points_ddp, copy=True) - - kd_tree_ddp = KDTree(points_ddp) - indexes_ddp = kd_tree_rand.query_ball_tree(kd_tree_ddp, r=8.) - - rand['DDP{:d}_N8'.format(ddp_idx)] = np.array([len(idx) for idx in indexes_ddp]) - -ddp1_zmin = dat.meta['DDP1_ZMIN'] -ddp1_zmax = dat.meta['DDP1_ZMAX'] - -ddp2_zmin = dat.meta['DDP2_ZMIN'] -ddp2_zmax = dat.meta['DDP2_ZMAX'] - -ddp3_zmin = dat.meta['DDP3_ZMIN'] -ddp3_zmax = dat.meta['DDP3_ZMAX'] - -print('Found redshift limits: {:.3f} < z < {:.3f}'.format(ddp1_zmin, ddp1_zmax)) - -rand['DDPZLIMS'] = np.zeros(len(rand) * 3, dtype=int).reshape(len(rand), 3) - -rand['DDPZLIMS'][:,0] = (rand['Z'].data > ddp1_zmin) & (rand['Z'].data < ddp1_zmax) -rand['DDPZLIMS'][:,1] = (rand['Z'].data > ddp2_zmin) & (rand['Z'].data < ddp2_zmax) -rand['DDPZLIMS'][:,2] = (rand['Z'].data > ddp3_zmin) & (rand['Z'].data < ddp3_zmax) - -rand['DDP1_DELTA8'] = (rand['DDP1_N8'] / (rand.meta['VOL8'] * dat.meta['DDP1_DENS']) / rand['FILLFACTOR']) - 1. -rand['DDP2_DELTA8'] = (rand['DDP2_N8'] / (rand.meta['VOL8'] * dat.meta['DDP2_DENS']) / rand['FILLFACTOR']) - 1. -rand['DDP3_DELTA8'] = (rand['DDP3_N8'] / (rand.meta['VOL8'] * dat.meta['DDP3_DENS']) / rand['FILLFACTOR']) - 1. - -rand['DDP1_DELTA8_TIER'] = delta8_tier(rand['DDP1_DELTA8'].data) - -# Same again, but random included in sphere-8 count for volume fractions used within DDP1 magnitude limits. -rand['DDP1_DELTA8_ZEROPOINT'] = ((1 + rand['DDP1_N8']) / (rand.meta['VOL8'] * dat.meta['DDP1_DENS']) / rand['FILLFACTOR']) - 1. -rand['DDP2_DELTA8_ZEROPOINT'] = ((1 + rand['DDP2_N8']) / (rand.meta['VOL8'] * dat.meta['DDP2_DENS']) / rand['FILLFACTOR']) - 1. -rand['DDP3_DELTA8_ZEROPOINT'] = ((1 + rand['DDP3_N8']) / (rand.meta['VOL8'] * dat.meta['DDP3_DENS']) / rand['FILLFACTOR']) - 1. - -rand['DDP1_DELTA8_TIER_ZEROPOINT'] = delta8_tier(rand['DDP1_DELTA8_ZEROPOINT']) - -# Meeting sphere-completeness cut. Ultimately, this will correct VMAX from solid angle and DDP1 -# redshift limits to that meeting the completeness cut (in volume). -update_bit(rand['IN_D8LUMFN'], lumfn_mask, 'FILLFACTOR', rand['FILLFACTOR'].data < fillfactor_threshold) - -print('Fraction of randoms meeting IN_D8LUMFN cut: {}'.format(np.mean(rand['IN_D8LUMFN']))) - -for ii, xx in enumerate(d8_limits): - rand.meta['D8{}LIMS'.format(ii)] = str(xx) - -# Single-field values defined in header. -rand = volfracs(rand, bitmasks=['IN_D8LUMFN']) - -runtime = calc_runtime(start, 'Writing {}'.format(opath), xx=rand) - -rand.write(opath, format='fits', overwrite=True) - -runtime = calc_runtime(start, 'Finished') - -if log: - sys.stdout.close() diff --git a/gen_zmax_cat.py b/gen_zmax_cat.py deleted file mode 100644 index 576224d0..00000000 --- a/gen_zmax_cat.py +++ /dev/null @@ -1,209 +0,0 @@ -import os -import sys -import tqdm -import time -import argparse -import runtime -import numpy as np -import multiprocessing - -from cosmo import distmod, volcom -from smith_kcorr import GAMA_KCorrection -from tmr_ecorr import tmr_ecorr -from scipy.optimize import brent, minimize, brentq -from astropy.table import Table -from functools import partial -from multiprocessing import Pool -from findfile import findfile, overwrite_check, write_desitable, fetch_header -from config import Configuration -from abs_mag import abs_mag - - -kcorr_r = GAMA_KCorrection(band='R') - -def theta(z, rest_gmr_0p1, rest_gmr_0p0, thetaz=None, dr=None, aall=False, absolute=False): - z = np.atleast_1d(z) - rest_gmr_0p1 = np.atleast_1d(rest_gmr_0p1) - rest_gmr_0p0 = np.atleast_1d(rest_gmr_0p0) - - result = distmod(z) + kcorr_r.k_nonnative_zref(0.0, z, rest_gmr_0p1) + tmr_ecorr(z, rest_gmr_0p0, aall=aall) - - if thetaz != None: - result -= thetaz - result -= dr - - if absolute: - result = np.abs(result) - - return result[0] - -def solve_theta(rest_gmr_0p1, rest_gmr_0p0, thetaz, dr, aall=False, debug=False, startz=None): - if startz == None: - startz = 2.5 - - try: - result = brentq(theta, 1.e-6, 1.6, args=(rest_gmr_0p1, rest_gmr_0p0, thetaz, dr, aall, False)) - warn = 0 - method = 0 - - except ValueError as VE: - if debug: - print(VE) - - # Brent method fails, requires sign change across boundaries. - result = minimize(theta, startz, args=(rest_gmr_0p1, rest_gmr_0p0, thetaz, dr, aall, True), method='Nelder-Mead') - - if result.success: - result = result.x[0] - warn = 0 - method = 1 - - else: - try: - result = brent(theta, brack=(1.e-6, 1.6), args=(rest_gmr_0p1, rest_gmr_0p0, thetaz, dr, aall, True)) - warn = 0 - method = 2 - - except ValueError as VE: - result = -99 - warn = 1 - - return result, warn, method - -def zmax(rest_gmrs_0p1, rest_gmrs_0p0, theta_zs, drs, aall=False, debug=True, nproc=14, startz=None): - result = [] - start = time.time() - - if debug: - print('Solving for zlimit.') - - with multiprocessing.get_context('spawn').Pool(processes=nproc) as pool: - arglist = list(zip(rest_gmrs_0p1, rest_gmrs_0p0, theta_zs, drs)) - result = pool.starmap(partial(solve_theta, aall=aall, startz=startz), arglist) - - pool.close() - - # https://stackoverflow.com/questions/38271547/when-should-we-call-multiprocessing-pool-join - pool.join() - - result = np.array(result) - - return result[:,0], result[:,1], result[:,2] - - -if __name__ == '__main__': - parser = argparse.ArgumentParser(description='Gen zmax cat.') - parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') - parser.add_argument('-a', '--aall', help='All Q, no red/blue split.', action='store_true') - parser.add_argument('-d', '--dryrun', help='Dryrun.', action='store_true') - parser.add_argument('--nproc', type=int, help='Number of processors', default=14) - parser.add_argument('-s', '--survey', help='Select survey', default='gama') - parser.add_argument('--theta_def', help='Specifier for definition of theta', default='Z_THETA_QCOLOR') - parser.add_argument('--config', help='Path to configuration file', type=str, default=findfile('config')) - parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') - - args = parser.parse_args() - log = args.log - aall = args.aall - nproc = args.nproc - dryrun = args.dryrun - survey = args.survey.lower() - theta_def = args.theta_def - - config = Configuration(args.config) - config.update_attributes('zmax', args) - config.write() - - rlim = fetch_header(ftype='gold', name='RLIM', survey=survey) - rmax = fetch_header(ftype='gold', name='RMAX', survey=survey) - - start = time.time() - - if log: - logfile = findfile(ftype='zmax', dryrun=False, survey=survey, log=True) - - print(f'Logging to {logfile}') - - sys.stdout = open(logfile, 'w') - - print('Assuming {:.4f} < r < {:.4f}'.format(rmax, rlim)) - print('Assuming Q ALL = {}'.format(aall)) - - fpath = findfile(ftype='kE', dryrun=dryrun, survey=survey) - opath = findfile(ftype='zmax', dryrun=dryrun, survey=survey) - - if args.nooverwrite: - overwrite_check(opath) - - print('Reading {}.'.format(fpath)) - - dat = Table.read(fpath) - dat.pprint() - - dat['DELTA_DETMAG_FAINT'] = rlim - dat['DETMAG'] - - print('Solving for {} bounding curve'.format(rlim)) - - zmaxs, warn, method = zmax(dat['REST_GMR_0P1'],\ - dat['REST_GMR_0P0'],\ - dat[theta_def],\ - dat['DELTA_DETMAG_FAINT'],\ - aall=aall,\ - nproc=nproc,\ - debug=True) - - dat['ZMAX'] = zmaxs - dat['ZMAX_WARN'] = warn - dat['ZMAX_METHOD'] = method - - print('Solving for {} bounding curve'.format(rmax)) - - dat['DELTA_DETMAG_BRIGHT'] = rmax - dat['DETMAG'] - - zmins, warn, method = zmax(dat['REST_GMR_0P1'],\ - dat['REST_GMR_0P0'],\ - dat[theta_def],\ - dat['DELTA_DETMAG_BRIGHT'],\ - aall=aall,\ - nproc=nproc,\ - startz=0.1,\ - debug=True) - - dat['ZMIN'] = zmins - dat['ZMIN_WARN'] = warn - dat['ZMIN_METHOD'] = method - - dat.meta['THETA_DEF'] = theta_def - - dat['VMAX'] = volcom(dat['ZMAX'], dat.meta['AREA']) - dat['VMAX'] -= volcom(dat['ZMIN'], dat.meta['AREA']) - - print('Writing {}.'.format(opath)) - - dat.pprint() - - write_desitable(opath, dat) - - nwarn = (dat['ZMAX_WARN'].data > 0) | (dat['ZMIN_WARN'].data > 0) - nwarn = np.count_nonzero(nwarn) - - towarn = dat[(dat['ZMAX_WARN'].data > 0) | (dat['ZMIN_WARN'].data > 0)] - - if len(towarn) > 0: - print(f'WARNING: zmax/min warnings triggered on {nwarn} galaxies.') - - towarn.pprint() - - - print(f'\n\nMETHOD\tZMAX\tZMIN') - - for method, name in zip(range(3), ['BRENTQ', 'NELDER', 'BRENT']): - print('{}\t{:d}\t{:d}'.format(name, np.count_nonzero(dat['ZMAX_METHOD'] == method), np.count_nonzero(dat['ZMIN_METHOD'] == method))) - - - runtime = (time.time() - start) / 60. - - print('\n\nDone in {} mins.\n\n'.format(runtime)) - - if log: - sys.stdout.close() diff --git a/jackknife_limits.py b/jackknife_limits.py deleted file mode 100644 index 80d72986..00000000 --- a/jackknife_limits.py +++ /dev/null @@ -1,155 +0,0 @@ -import numpy as np -import matplotlib.pyplot as plt -import astropy.io.fits as fits - -from collections import OrderedDict -from astropy.table import Table - - -jk_limits = {'JK0': {'ra_min': 129., 'ra_max': 133., 'dec_min': -2., 'dec_max': 3.}, - 'JK1': {'ra_min': 133., 'ra_max': 137., 'dec_min': -2., 'dec_max': 3.}, - 'JK2': {'ra_min': 137., 'ra_max': 141., 'dec_min': -2., 'dec_max': 3.}, - 'JK3': {'ra_min': 174., 'ra_max': 178., 'dec_min': -3., 'dec_max': 2.}, - 'JK4': {'ra_min': 178., 'ra_max': 182., 'dec_min': -3., 'dec_max': 2.}, - 'JK5': {'ra_min': 182., 'ra_max': 186., 'dec_min': -3., 'dec_max': 2.}, - 'JK6': {'ra_min': 211.5, 'ra_max': 215.5, 'dec_min': -2., 'dec_max': 3.}, - 'JK7': {'ra_min': 215.5, 'ra_max': 219.5, 'dec_min': -2., 'dec_max': 3.}, - 'JK8': {'ra_min': 219.5, 'ra_max': 223.5, 'dec_min': -2., 'dec_max': 3.}} - -def set_jackknife(ras, decs, limits=None, debug=True): - result = np.array(['None'] * len(ras), dtype=str) - - if limits == None: - limits = jk_limits - - for strip in limits.keys(): - ra_min = limits[strip]['ra_min'] - ra_max = limits[strip]['ra_max'] - - dec_min = limits[strip]['dec_min'] - dec_max = limits[strip]['dec_max'] - - in_strip = (ras >= ra_min) & (ras <= ra_max) & (decs >= dec_min) & (decs <= dec_max) - - result[in_strip] = strip - - if debug: - print(strip, limits[strip]) - - return result - -def plot_jackknife(dat): - fig, ax = plt.subplots(1,1, figsize=(10,10)) - - for idx in np.unique(dat['JK']): - sub = dat[dat['JK'] == idx] - - ax.scatter(sub['RA'], sub['DEC'], s=0.25, label=idx) - - ax.set_xlabel('RA [deg.]') - ax.set_ylabel('DEC [deg.]') - - ax.legend(frameon=True, ncol=6) - - return fig, ax - -def solve_jackknife(rand, ndiv=2): - ''' - Splits up dat and rand into jackknife areas based on (ra, dec) in (ndiv x ndiv) chunks. - ''' - njack = ndiv * ndiv - jk_volfrac = (njack - 1.) / njack - - dpercentile = 100. / ndiv - percentiles = np.arange(dpercentile, 100. + dpercentile, dpercentile) - - jk = 0 - limits = OrderedDict() - - for ra_per in percentiles: - # Given a vector V of length N, the q-th percentile of V is the q-th ranked value in a sorted copy of V. - # https://docs.scipy.org/doc/numpy-1.9.2/reference/generated/numpy.percentile.html - rahigh = np.percentile(rand[f'RANDOM_RA'], ra_per) - ralow = np.percentile(rand[f'RANDOM_RA'], ra_per - dpercentile) - - print('{:.6f}\t{:.6f}'.format(ralow, rahigh)) - - for dec_per in percentiles: - isin = (rand['RANDOM_RA'] >= ralow) & (rand['RANDOM_RA'] <= rahigh) - - dechigh = np.percentile(rand[f'RANDOM_DEC'][isin], dec_per) - declow = np.percentile(rand[f'RANDOM_DEC'][isin], dec_per - dpercentile) - - print('\t{:.6f}\t{:.6f}'.format(declow, dechigh)) - - limits[f'JK{jk}'] = {'ra_min': float(ralow), 'ra_max': float(rahigh), 'dec_min': float(declow), 'dec_max': float(dechigh)} - - jk += 1 - - jks = set_jackknife(rand['RANDOM_RA'], rand['RANDOM_DEC'], limits=limits) - - return njack, jk_volfrac, limits, jks - -def jackknife_mean(fpath): - print('Appending JK mean and error to lumfn. extension.') - - with fits.open(fpath, mode='update') as hdulist: - nphi = 0 - phis = [] - - for i, hdu in enumerate(hdulist): - # skip primary. - if i > 0: - phis.append(hdu.data['PHI_IVMAX']) - - nphi += 1 - - phis = np.array(phis) - - mean = np.mean(phis, axis=0) - - err = np.std(phis, axis=0) - - hdr = hdulist['LUMFN'].header - - lumfn = hdulist['LUMFN'].data - lumfn = Table(lumfn, names=lumfn.names) - - lumfn['PHI_IVMAX_JK'] = mean - lumfn['PHI_IVMAX_ERROR_JK'] = err - - lumfn.pprint() - - lumfn = fits.BinTableHDU(lumfn, name='LUMFN', header=hdr) - - hdulist[1] = lumfn - - hdulist.flush() - hdulist.close() - - -if __name__ == '__main__': - import pylab as pl - - from astropy.table import Table - from findfile import findfile - - - field = 'G9' - version = 'v2' - - dpath = findfile(ftype='gold', dryrun=False, survey='gama', version=version) - rpath = findfile(ftype='randoms', dryrun=False, field=field, survey='gama', version=version) - - dat = Table.read(dpath) - dat = dat[dat['FIELD'] == field] - - rand = Table.read(rpath) - - dat, rand = set_jackknife(dat, rand, ndiv=4) - - print(np.unique(dat['JK'].data)) - - fig, ax = plot_jackknife(dat) - - fig.savefig('fig.pdf') diff --git a/kernel b/kernel deleted file mode 100644 index 06c55829..00000000 --- a/kernel +++ /dev/null @@ -1,2 +0,0 @@ -python -m ipykernel install --user --name=lumfn -Installed kernelspec lumfn in /cosma/home/durham/dc-wils7/.local/share/jupyter/kernels/lumfn \ No newline at end of file diff --git a/linlogplot.py b/linlogplot.py deleted file mode 100644 index 5f54a62c..00000000 --- a/linlogplot.py +++ /dev/null @@ -1,29 +0,0 @@ -def linlogplot(x,y): - fig, axs = plt.subplots(2, 2, gridspec_kw = {'wspace':0, 'hspace':0}, figsize=(10, 10)) - axs[0, 0].scatter(x, y, s=0.25) - axs[0, 0].set_yscale('log') - axs[0, 0].set_xlim(0, 1) - axs[0, 0].set_ylim(1.00001, 10) - axs[0, 0].xaxis.set_visible(False) - - axs[0, 1].scatter(x, y, s=0.25, 'tab:orange') - axs[0, 1].set_xlim(1.00001, 10) - axs[0, 1].set_ylim(1.00001, 10) - axs[0, 1].set_xscale('log') - axs[0, 1].set_yscale('log') - axs[0, 1].spines['left'].set_visible(False) - axs[0, 1].xaxis.set_visible(False) - axs[0, 1].yaxis.set_visible(False) - - axs[1, 0].scatter(x, y, s=0.25, 'tab:green') - axs[1, 0].set_xlim(0, 1) - axs[1, 0].set_ylim(0, 1) - axs[1, 0].spines['top'].set_visible(False) - - axs[1, 1].scatter(x, y, s=0.25, 'tab:red') - axs[1, 1].set_xscale('log') - axs[1, 1].set_xlim(1.00001, 10) - axs[1, 1].set_ylim(0, 1) - axs[1, 1].spines['left'].set_visible(False) - axs[1, 1].spines['top'].set_visible(False) - axs[1, 1].set_yticks([]) \ No newline at end of file diff --git a/lss.py b/lss.py deleted file mode 100644 index c831f8ee..00000000 --- a/lss.py +++ /dev/null @@ -1,42 +0,0 @@ -import fitsio -import numpy as np - -from astropy.table import Table - - -def fetch_lss(pprint=False, sort=False, survey='sv3', release='fuji'): - # https://desi.lbl.gov/trac/wiki/ClusteringWG/LSScat/SV3/version2.1/ - # - # /global/cfs/cdirs/desi/survey/catalogs/SV3/LSS/everest/LSScats/2.1/ - - survey = survey.upper() - - # latest sv3 - versions = {'SV3-everest': 2.1, 'SV3-fuji': 3} - version = versions['{}-{}'.format(survey, release)] - - # ('RA', 'DEC', 'TARGETID', 'Z', 'NTILE', 'TILES', 'rosette_number', 'rosette_r', 'FRACZ_TILELOCID', 'BITWEIGHTS', 'PROB_OBS', 'WEIGHT_ZFAIL', 'WEIGHT', 'flux_r_dered', 'NZ') - clustering = Table.read(f'/global/cfs/cdirs/desi/survey/catalogs/{survey}/LSS/{release}/LSScats/{version}/BGS_BRIGHT_clustering.dat.fits') - - # NTILE, TILES, TILELOCIDS, LOCATION_ASSIGNED, TILELOCID_ASSIGNED, sort, COMP_TILE, rosette_number, rosette_r, FRACZ_TILELOCID, BITWEIGHTS, PROB_OBS - full = Table.read(f'/global/cfs/cdirs/desi/survey/catalogs/{survey}/LSS/{release}/LSScats/{version}/BGS_BRIGHT_full.dat.fits') - - if pprint: - full_cols = np.array(full.dtype.names).astype(str) - - print(full_cols) - print(clustering.dtype.names) - - clustering.pprint() - full.pprint() - - if sort: - clustering.sort('TARGETID') - full.sort('TARGETID') - - return clustering, full - - -if __name__ == '__main__': - fetch_lss(pprint=True) - diff --git a/lumfn.py b/lumfn.py deleted file mode 100644 index 5e9b6162..00000000 --- a/lumfn.py +++ /dev/null @@ -1,230 +0,0 @@ -import fitsio -import subprocess -import astropy.io.fits as fits -import numpy as np - -from astropy.table import Table -from cosmo import volcom -from schechter import named_schechter - - -def multifield_lumfn(lumfn_list, ext=None, weight=None, sub_cols=None): - if ext is None: - tables = [Table.read(x) for x in lumfn_list] - else: - tables = [Table.read(x, ext) for x in lumfn_list] - - if weight is not None: - weights = np.array([tab.meta[weight] for tab in tables]).astype(float) - - print('Retrieved relative weights: {} for {} weight.'.format(weights / np.sum(weights), weight)) - - else: - weights = None - - def sum_rule(tables, col, weights=None): - data = [table[col].data for table in tables] - data = np.c_[data].T - - return np.sum(data, axis=1) - - def mean_rule(tables, col, weights=None): - data = [table[col].data for table in tables] - data = np.c_[data].T - - return np.average(data, axis=1, weights=weights) - - def quadsum_rule(tables, col, weights=None): - data = [table[col].data for table in tables] - data = np.c_[data].T - - # TODO - if weights is not None: - pass - - # print('WARNING: weights is unsupported for lumfn quadsum rule.') - - return np.sqrt(np.sum(data**2., axis=1)) - - - result = Table() - - if ext in [None, 'LUMFN']: - sum_cols = ['N'] - mean_cols = ['MEDIAN_M', 'MEAN_M', 'MID_M', 'IVMAXMEAN_M', 'PHI_N', 'PHI_IVMAX', 'V_ON_VMAX', 'REF_SCHECHTER', 'REF_RATIO', 'PHI_STEPWISE'] - qsum_cols = ['PHI_N_ERROR', 'PHI_IVMAX_ERROR'] - - elif ext == 'LUMFN_STEP': - sum_cols = ['N'] - mean_cols = ['MID_M', 'PHI_STEPWISE', 'REF_RATIO'] - qsum_cols = [] - - elif ext == 'REFERENCE': - sum_cols = [] - mean_cols = ['MS', 'REFSCHECHTER'] - qsum_cols = [] - - else: - raise RuntimeError(f'MultifieldLumfn: Extension {ext} is not supported.') - - if sub_cols != None: - sum_cols = [x for x in sum_cols if x in sub_cols] - mean_cols = [x for x in mean_cols if x in sub_cols] - qsum_cols = [x for x in qsum_cols if x in sub_cols] - - for m in mean_cols: - result[m] = mean_rule(tables, m, weights=weights) - - for s in sum_cols: - result[s] = sum_rule(tables, s, weights=weights) - - for q in qsum_cols: - result[q] = quadsum_rule(tables, q, weights=weights) - - if ext != 'REFERENCE': - result['VALID'] = result['N'] >= 5 - - return result - -def lumfn(dat, Ms=None, Mcol='MCOLOR_0P0', jackknife=None, opath=None, d8=None): - if type(jackknife) == np.ndarray: - for jk in jackknife: - lumfn(dat, Ms=Ms, Mcol=Mcol, jackknife=int(jk), opath=opath) - - return 0 - - elif type(jackknife) == int: - pass - - elif jackknife is None: - pass - - else: - raise ValueError('Unsupported jackknife of type {}'.format(type(jackknife))) - - if Ms == None: - # np.arange(-25.5, -15.5, 0.2) - Ms = np.linspace(-23., -16., 36) - - dat = Table(dat, copy=True) - - # If values in x are beyond the bounds of bins, 0 or len(bins) is returned as appropriate. - keep = (dat[Mcol] >= Ms.min()) & (dat[Mcol] <= Ms.max()) - dat = dat[keep] - - dvmax = dat['VMAX'].data - vol = dat.meta['FORCE_VOL'] - - # default: bins[i-1] <= x < bins[i] - - if jackknife is not None: - print('Solving for jack knife {}'.format(jackknife)) - - jk_volfrac = dat.meta['JK_VOLFRAC'] - - vol *= jk_volfrac - - dat = dat[dat['JK'] != f'JK{jackknife}'] - dvmax = jk_volfrac * dat['VMAX'].data - - idxs = np.digitize(dat[Mcol], bins=Ms) - result = [] - - print('\n\nSolving for Ms: {}'.format(Ms)) - - ds = np.diff(Ms) - - ds = np.round(ds, decimals=4) - dM = ds[0] - - assert np.all(ds == dM) - - for ii, idx in enumerate(np.arange(0, len(Ms), 1)): - sample = dat[idxs == idx] - nsample = len(sample) - - # print(sample) - - vmax = dvmax[idxs == idx] - - ivmax = 1. / vmax - ivmax2 = 1. / vmax**2. - - if nsample > 0: - median = np.median(sample[Mcol]) - mean = np.mean(sample[Mcol]) - wmean = np.average(sample[Mcol], weights=ivmax) - mid = Ms[ii] + dM/2. - - else: - median = Ms[ii] + dM/2. - mean = median - wmean = mean - mid = mean - - # print(median) - - if len(vmax) == 0: - median_vmax = 0 - - else: - median_vmax = np.median(vmax) / vol - - result.append([median,\ - mean,\ - mid,\ - wmean,\ - nsample / dM / vol,\ - np.sqrt(nsample) / dM / vol,\ - np.sum(ivmax) / dM,\ - np.sqrt(np.sum(ivmax2)) / dM,\ - nsample, - median_vmax]) - - names = ['MEDIAN_M', 'MEAN_M', 'MID_M', 'IVMAXMEAN_M', 'PHI_N', 'PHI_N_ERROR', 'PHI_IVMAX', 'PHI_IVMAX_ERROR', 'N', 'V_ON_VMAX'] - - result = Table(np.array(result), names=names) - result['VALID'] = result['N'] >= 5. - result['REF_SCHECHTER'] = named_schechter(result['MEDIAN_M'], named_type='TMR') - - if d8 != None: - # TODO HARDCODE 0.007 - result['REF_SCHECHTER'] *= (1. + d8) / (1. + 0.007) - result.meta['DDP1_D8'] = d8 - - result['REF_RATIO'] = result['PHI_IVMAX'] / result['REF_SCHECHTER'] - - result.meta.update(dat.meta) - - result.pprint() - - result.meta['MS'] = str(['{:.4f}'.format(x) for x in Ms.tolist()]) - result.meta['FORCE_VOL'] = vol - result.meta['ABSMAG_DEF'] = Mcol - result.meta['EXTNAME'] = 'LUMFN' - - if jackknife is not None: - result.meta['EXTNAME'] = 'LUMFN_JK{}'.format(jackknife) - result.meta['RENORM'] = 'FALSE' - result.meta['JK_VOLFRAC'] = dat.meta['JK_VOLFRAC'] - result.meta['NJACK'] = dat.meta['NJACK'] - result = fits.convenience.table_to_hdu(result) - - with fits.open(opath, mode='update') as hdulist: - hdulist.append(result) - hdulist.flush() - hdulist.close() - - cmds = [] - cmds.append(f'chgrp desi {opath}') - cmds.append(f'chmod 700 {opath}') - - for cmd in cmds: - output = subprocess.check_output(cmd, shell=True) - - print(cmd, output) - - return 0 - - else: - return result diff --git a/lumfn_stepwise.py b/lumfn_stepwise.py deleted file mode 100644 index a84e1e16..00000000 --- a/lumfn_stepwise.py +++ /dev/null @@ -1,311 +0,0 @@ -import os -import sys -import time -import tqdm -import argparse -import numpy as np -import multiprocessing - -from runtime import calc_runtime -from functools import partial -from multiprocessing import Pool -from astropy.table import Table -from findfile import findfile, overwrite_check, write_desitable -from schechter import named_schechter -from ddp import initialise_ddplimits -from ddp_limits import limiting_curve_path -from ddp_zlimits import ddp_zlimits -from params import fillfactor_threshold -from schechter import named_schechter - - -def lum_binner(x, dM): - ''' - Eqn. 2.10a, W(x), of Efstathiou, Ellis & Peterson. - ''' - return np.abs(x) <= (dM / 2.) - -def lum_visible(x, dM): - ''' - Eqn. 2.10b, H(x), of Efstathiou, Ellis & Peterson. - - Note: - Not currently used. - ''' - result = -x/dM + 1./2. - - result[x >= (dM / 2.)] = 0.0 - result[x <= -(dM / 2.)] = 1.0 - - return result - -def process_one(split, Mmins, Mmaxs, dM, phi_Ms, phis): - ''' - Stepwise (1 / @ z, rest gmr, etc.) weights for each split. - ''' - - weights = [] - - Mmins = np.array(Mmins[split], copy=True) - Mmaxs = np.array(Mmaxs[split], copy=True) - - for i in np.arange(len(Mmins)): - Mmin = Mmins[i] - Mmax = Mmaxs[i] - - isin = (phi_Ms >= Mmin) & (phi_Ms <= Mmax) - - assert np.count_nonzero(isin) - - # 1 / weight. - nbar = dM * np.sum(phis[isin]) - weight = 1. / nbar - - weights.append(weight) - - # print(Mmin, Mmax, weight) - - weights = np.array(weights) - - return weights.tolist() - -def lumfn_stepwise_eval(vmax, dM, phi_M, phi, phi_Ms, phis, Mcol='MCOLOR_0P0', survey='gama', nproc=12): - ''' - Eqn. 2.12, of Efstathiou, Ellis & Peterson. - ''' - - print(f'\n\n---------- Solving for phi_M {phi_M} ----------') - - # Fortran indexing, 1 .. 7 inclusive. - # vmax.sort('REST_GMR_0P1_INDEX') - - # HACK: Color independent - # vmax['REST_GMR_0P1_INDEX'] = 1 - - # MCOLOR_0P0 - Ms = vmax[Mcol] - uidxs = np.unique(vmax['REST_GMR_0P1_INDEX'].data) - - # For each galaxy, namely rest frame gmr_0p1 and z, limiting MCOLOR_0P0 at the bright and faint ends. - Mmins = vmax['STEPWISE_BRIGHTLIM_0P0'] - Mmaxs = vmax['STEPWISE_FAINTLIM_0P0'] - - splits = [] - split_idx = np.arange(len(vmax)) - - nums = [] - - # Unbalanced, poor performance for pool. - for uidx in uidxs: - # Solve for this color set. - isin = (vmax['REST_GMR_0P1_INDEX'].data == uidx) - isin &= (lum_binner(vmax[Mcol] - phi_M, dM)) - - num = np.count_nonzero(isin) - nums.append(num) - - if num == 0: - splits.append([]) - - else: - # print('{:d}\t{:d}\t{:.6f}\t{:.6f}'.format(uidx, num, vmax[Mcol][isin].min(), phi_M, vmax[Mcol][isin].max())) - - # Volume limited sample for mag. phi_M and this rest-frame color. - sub = vmax[isin] - - # Liberal limits. - Mmin = vmax[Mcol][isin].data.min() - Mmax = vmax[Mcol][isin].data.max() - - # zmin = vmax['ZSURV'][isin].data.min() - # zmax = vmax['ZSURV'][isin].data.max() - - zmin = vmax['ZMIN'][isin].data.min() - zmax = vmax['ZMAX'][isin].data.max() - - print('{}\t{}\t{}\t{}\t{}\t{}'.format(phi_M, Mmin, Mmax, zmin, zmax, np.count_nonzero(isin))) - - isin = (vmax['ZSURV'].data >= zmin) & (vmax['ZSURV'].data <= zmax) - - splits.append(split_idx[isin]) - - results = [] - - with multiprocessing.get_context('spawn').Pool(nproc) as pool: - # For this phi_M, per rest frame color list of the stepwise (1/) weight for all galaxies in the vol. limited sample. - for result in pool.imap(partial(process_one, Mmins=Mmins, Mmaxs=Mmaxs, dM=dM, phi_Ms=phi_Ms, phis=phis), iterable=splits): - results.append(np.array(result)) - - pool.close() - - # https://stackoverflow.com/questions/38271547/when-should-we-call-multiprocessing-pool-join - pool.join() - - ''' - for split, result in zip(splits, results): - if len(split) > 0: - sub = vmax[split] - sub['NBAR'] = 1. / result - - sub.sort('ZSURV') - sub['ZSURV', 'REST_GMR_0P1', 'REST_GMR_0P1_INDEX', 'MCOLOR_0P0', 'STEPWISE_BRIGHTLIM_0P0', 'STEPWISE_FAINTLIM_0P0', 'NBAR'].pprint() - ''' - - results = np.array([np.sum(x) for x in results]) - - nums = 1. * np.array(nums) - results[nums == 0.] = 1. - - # dM * phis - phi_hat_nocolor = np.sum(nums) / np.sum(results) - - # dM * phis - phi_hat = np.sum(nums / results) - - print('{:.6f}\t{:.6e}\t{:.6f}\t{:.6e}\t{:.6e}\t{:.6e}'.format(phi_M, phi, np.sum(nums), np.sum(results), phi_hat_nocolor, phi_hat)) - - return phi_hat, np.sum(nums) - -def lumfn_stepwise(vmax, Mcol='MCOLOR_0P0', tolerance=1.e-3, d8=None, normalise=True): - # Note: match lumfn binning. - nbins = 36 - - phi_Ms = np.linspace(-23., -16., nbins) - dM = np.abs(np.diff(phi_Ms)[0]) - - # Initialise phi estimates - uniform. - phi_inits = dM * named_schechter(phi_Ms + dM/2., named_type='TMR') - - phis = phi_inits - norm = np.sum(phis) - - if d8 != None: - norm *= (1. + d8) / (1. + 0.007) - - iteration = 0 - diff = 1.e99 - - # Remove anything not in the limits, as digitize returns 0, len(array) outwith. - isin = (vmax[Mcol] >= phi_Ms.min()) & (vmax[Mcol] <= phi_Ms.max()) - vmax = vmax[isin] - - while (diff > tolerance): - print('\n\n------------ Solving for iteration {:d} with diff. {:.6e} ------------'.format(iteration, diff)) - - nMs = [] - new_phis = [] - - for i, (phi_M, phi) in enumerate(zip(phi_Ms, phis)): - phi_hat, nM = lumfn_stepwise_eval(vmax, dM, phi_M, phi, phi_Ms, phis, Mcol=Mcol) - - nMs.append(nM) - new_phis.append(phi_hat) - - nMs = np.array(nMs) - new_phis = np.array(new_phis) - - # Update previous estimate. - if normalise: - _phis = norm * (new_phis / np.sum(new_phis)) - - else: - _phis = new_phis - - print('\n\n------------ Solved for iteration {:d} ------------'.format(iteration)) - - for nM, phi_M, phi_init, phi, _phi in zip(nMs, phi_Ms, phi_inits, phis, _phis): - print('{:.3f}\t{:.6f}\t{:.6f}\t{:.6f}\t{:.6f}'.format(nM, phi_M, np.log10(phi_init), np.log10(phi), np.log10(_phi))) - - diff = np.sum((_phis - phis)**2.) - phis = _phis - - iteration += 1 - - if normalise: - isin = (nMs >= 5) & np.isfinite(phis) - norm = np.sum(phi_inits[isin]) - - if d8 != None: - norm *= (1. + d8) / (1. + 0.007) - - # print(norm, np.sum(phis[isin])) - - phis *= (norm / np.sum(phis[isin])) - - phis = phis / dM - phi_Ms += dM/2. - - # print('Final M={} recovers weights for all galaxies in vmax ({} weights for {} galaxies).'.format(phi_M, len(weights), len(vmax))) - - result_stepwise = Table(np.c_[phi_Ms, phis, nMs], names=['MID_M', 'PHI_STEPWISE', 'N']) - result_stepwise['VALID'] = result_stepwise['N'] >= 5 - result_stepwise['REF_SCHECHTER'] = named_schechter(result_stepwise['MID_M'], named_type='TMR') - - if d8 != None: - # TODO HARDCODE 0.007 - result_stepwise['REF_SCHECHTER'] *= (1. + d8) / (1. + 0.007) - - result_stepwise['REF_RATIO'] = result_stepwise['PHI_STEPWISE'] / result_stepwise['REF_SCHECHTER'] - - result_stepwise.meta['DDP1_D8'] = d8 - result_stepwise.meta['EXTNAME'] = 'LUMFN_STEP' - - return result_stepwise - - -if __name__ == '__main__': - parser = argparse.ArgumentParser(description='Generate Gold stepwise luminosity function.') - parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') - parser.add_argument('-s', '--survey', help='Select survey', default='gama') - parser.add_argument('--dryrun', help='Dryrun', action='store_true') - parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') - parser.add_argument('--version', help='Add version', default='GAMA4') - - start = time.time() - - args = parser.parse_args() - log = args.log - survey = args.survey - dryrun = args.dryrun - nooverwrite = args.nooverwrite - version = args.version - - if log: - logfile = findfile(ftype='lumfn_step', dryrun=False, survey=survey, log=True) - - print(f'Logging to {logfile}') - - sys.stdout = open(logfile, 'w') - - fpath = findfile('ddp', dryrun=dryrun, survey=survey, version=version) - opath = findfile('lumfn_step', dryrun=dryrun, survey=survey, version=version) - - if nooverwrite: - overwrite_check(opath) - - ddp = Table.read(fpath) - - zlo = ddp_zlimits['DDP1'][0] - zhi = ddp_zlimits['DDP1'][1] - - isin = (ddp['ZSURV'] >= zlo) & (ddp['ZSURV'] <= zhi) - - ddp = ddp[isin] - ddp.pprint() - - ddp['ZMIN'] = np.clip(ddp['ZMIN'], zlo, None) - ddp['ZMAX'] = np.clip(ddp['ZMAX'], None, zhi) - - result = lumfn_stepwise(ddp) - ''' - runtime = calc_runtime(start, 'Writing {}'.format(opath)) - - print(f'Writing {opath}') - - write_desitable(opath, result) - ''' - runtime = calc_runtime(start, 'Finished') - - if log: - sys.stdout.close() - diff --git a/params.py b/params.py deleted file mode 100644 index 9539ca0d..00000000 --- a/params.py +++ /dev/null @@ -1,5 +0,0 @@ -sphere_radius = 8.0 -fillfactor_threshold = 0.90 - -# Should match loop in bin/rand_pipeline, bin/rand_ddp1_pipeline. -oversample_nrealisations = 24 diff --git a/poisson.py b/poisson.py deleted file mode 100644 index 7017f245..00000000 --- a/poisson.py +++ /dev/null @@ -1,37 +0,0 @@ -import numpy as np - - -def fillfactor_expectation(bound_dist, radius=8.): - # https://en.wikipedia.org/wiki/Spherical_cap/ - V_sphere = (4./3.) * np.pi * radius ** 3. - - h = np.abs(radius - bound_dist) - h[bound_dist > radius] = 0. - - a = np.sqrt(2 * h * radius - h * h) - - V_cap = (np.pi * h / 6.) * (3. * a * a + h * h) - V_res = V_sphere - V_cap - - fill_factor = V_res / V_sphere - - return fill_factor - - -def fillfactor_poisson(fill_factors, nbar=None, radius=None): - if nbar == None: - nbar = rand.meta['RAND_DENS'] - - if radius == None: - radius = rand.meta['RSPHERE'] - V_sphere = rand.meta['VOL8'] - - else: - radius = radius - V_sphere = (4./3.) * np.pi * radius ** 3. - - NRAND8 = nbar * V_sphere * fill_factors - SIGMA_NRAND8 = np.sqrt(NRAND8) - SIGMA_FFACTOR = SIGMA_NRAND8 / NRAND8 - - return NRAND8, SIGMA_NRAND8, SIGMA_FFACTOR diff --git a/pubplot.py b/pubplot.py deleted file mode 100644 index aabf6420..00000000 --- a/pubplot.py +++ /dev/null @@ -1,53 +0,0 @@ -''' -Generate publication ready plots -''' -import os -import matplotlib -import matplotlib.pyplot as plt -import numpy as np - -def set_size(width=240, fraction=2): - """ Set aesthetic figure dimensions to avoid scaling in latex. - - Parameters - ---------- - width: float - Width in pts - fraction: float - Fraction of the width which you wish the figure to occupy - - Returns - ------- - fig_dim: tuple - Dimensions of figure in inches - """ - # Width of figure - fig_width_pt = width * fraction - - # Convert from pt to inches - inches_per_pt = 1 / 72.27 - - # Golden ratio to set aesthetic figure height - golden_ratio = (5 ** 0.5 - 1) / 2 - - # Figure width in inches - fig_width_in = fig_width_pt * inches_per_pt - - # Figure height in inches - fig_height_in = fig_width_in * golden_ratio - - return (fig_width_in, fig_height_in) - - -plt.style.use(os.environ['HOME'] + '/DESI/style.mplstyle') - -nice_fonts = { - "text.usetex": True, - "font.family": "serif", - "font.serif" : "Times New Roman", -} - -plt.rcParams["figure.figsize"] = set_size() - -matplotlib.rcParams.update(nice_fonts) - diff --git a/rand_slicer.py b/rand_slicer.py deleted file mode 100644 index d5fe6961..00000000 --- a/rand_slicer.py +++ /dev/null @@ -1,10 +0,0 @@ -from astropy.table import Table - -root = '/global/cscratch1/sd/mjwilson/desi/BGS/Sam/' - -dat = Table.read(root + 'randoms_bd.fits') - -ss = dat[dat['Z'] >= 0.4] -ss = ss[ss['Z'] <= 0.5] - -ss.write(root + 'randoms_slice.fits', format='fits', overwrite=True) diff --git a/randoms.py b/randoms.py deleted file mode 100644 index b276123e..00000000 --- a/randoms.py +++ /dev/null @@ -1,274 +0,0 @@ -import os -import sys -import time -import numpy as np -import argparse - -from cosmo import cosmo, volcom -from scipy.interpolate import interp1d -from astropy.table import Table -from cartesian import cartesian, rotate -from runtime import calc_runtime -from desi_randoms import desi_randoms -from findfile import fetch_fields, findfile, overwrite_check, call_signature -from gama_limits import gama_limits, gama_field -from ddp_zlimits import ddp_zlimits -from config import Configuration -from params import oversample_nrealisations - - -def randoms(field='G9', survey='gama', density=1., zmin=ddp_zlimits['DDP1'][0], zmax=ddp_zlimits['DDP1'][1], dryrun=False, prefix='', seed=None, oversample=2, realz=0): - start = time.time() - - fields = fetch_fields(survey) - - assert field in fields, f'Provided {field} field is not compatible with those available for {survey} survey ({fields})' - - opath = findfile(ftype='randoms', dryrun=dryrun, field=field, survey=survey, prefix=prefix, realz=realz, oversample=oversample) - - if args.nooverwrite: - overwrite_check(opath) - - if seed == None: - seed = seed + realz + 50 * oversample - - np.random.seed(seed) - - call_signature(dryrun, sys.argv) - - print('Solving for redshift limits: {} < z < {}.'.format(zmin, zmax)) - - ## ras and decs. - if survey == 'gama': - Area = 60. - - ra_min = gama_limits[field]['ra_min'] - ra_max = gama_limits[field]['ra_max'] - - dec_min = gama_limits[field]['dec_min'] - dec_max = gama_limits[field]['dec_max'] - - ctheta_min = np.cos(np.pi/2. - np.radians(dec_min)) - ctheta_max = np.cos(np.pi/2 - np.radians(dec_max)) - - vol = volcom(zmax, Area) - volcom(zmin, Area) - - nrand = int(np.ceil(vol * density * oversample)) - - cos_theta = np.random.uniform(ctheta_min, ctheta_max, nrand) - theta = np.arccos(cos_theta) - decs = np.pi/2. - theta - decs = np.degrees(decs) - - ras = np.random.uniform(ra_min, ra_max, nrand) - - randoms = Table(np.c_[ras, decs], names=['RANDOM_RA', 'RANDOM_DEC']) - nrand = len(randoms) - - if dryrun: - # Dryrun: 2x2 sq. patch of sky. - # G12 - delta_deg = 0.5 - - isin = (randoms['RANDOM_RA'] > 180. - delta_deg) & (randoms['RANDOM_RA'] < 180. + delta_deg) - isin &= (randoms['RANDOM_DEC'] > 0. - delta_deg) & (randoms['RANDOM_DEC'] < 0. + delta_deg) - - allin = isin - - # G9 - isin = (randoms['RANDOM_RA'] > 135. - delta_deg) & (randoms['RANDOM_RA'] < 135. + delta_deg) - isin &= (randoms['RANDOM_DEC'] > 0. - delta_deg) & (randoms['RANDOM_DEC'] < 0. + delta_deg) - - allin |= isin - - # G15 - isin = (randoms['RANDOM_RA'] > 217. - delta_deg) & (randoms['RANDOM_RA'] < 217. + delta_deg) - isin &= (randoms['RANDOM_DEC'] > 0.0 - delta_deg) & (randoms['RANDOM_DEC'] < 0.0 + delta_deg) - - allin |= isin - - randoms = randoms[allin] - nrand = len(randoms) - - elif survey == 'desi': - if 'NERSC_HOST' in os.environ.keys(): - # Support to run on nersc only. - randoms = desi_randoms(int(field[1:]), oversample=oversample, dryrun=dryrun) - - nrand = randoms.meta['NRAND'] - Area = randoms.meta['AREA'] - - elif 'ddp1' in prefix: - rpath = findfile(ftype='randoms', dryrun=dryrun, field=field, survey=survey, prefix=None, realz=realz, oversample=oversample) - randoms = Table.read(rpath) - - nrand = randoms.meta['NRAND'] - Area = randoms.meta['AREA'] - - else: - print(f'As you are not running on nersc, the output of this script is assumed to be present at {opath} for dryrun: {dryrun}.') - return 0 - - else: - raise NotImplementedError(f'No implementation for survey: {survey}') - - ## Vs and zs. - dz = 1.e-4 - - Vmin = volcom(zmin, Area) - Vmax = volcom(zmax, Area) - - vol = Vmax - Vmin - - density = nrand / vol - - rand_dir = os.path.dirname(opath) - - if not os.path.isdir(rand_dir): - print('Creating {}'.format(rand_dir)) - - os.makedirs(rand_dir) - - print('Volume [1e6]: {:.2f}; oversample: {:.2f}; density: {:.2e}; nrand [1e6]: {:.2f}'.format(vol/1.e6, oversample, density, nrand / 1.e6)) - - zs = np.arange(0.0, zmax+dz, dz) - Vs = volcom(zs, Area) - - # https://docs.scipy.org/doc/scipy/reference/generated/scipy.interpolate.interp1d.html - Vz = interp1d(Vs, zs, kind='linear', copy=True, bounds_error=True, fill_value=np.NaN, assume_sorted=False) - - Vdraws = np.random.uniform(0., 1., nrand) - Vdraws = Vmin + Vdraws * (Vmax - Vmin) - - zs = Vz(Vdraws) - - print('Solved {:d} for field {}'.format(nrand, field)) - - ras = randoms['RANDOM_RA'] - decs = randoms['RANDOM_DEC'] - - randoms['Z'] = zs - randoms['V'] = Vdraws - randoms['RANDID'] = np.arange(len(randoms)) - - randoms['FIELD'] = field - - # TODO/HACK/RESTORE - randoms['GAMA_FIELD'] = gama_field(ras, decs) - - print('Applying rotation.') - - xyz = cartesian(ras, decs, zs) - - randoms['CARTESIAN_X'] = xyz[:,0] - randoms['CARTESIAN_Y'] = xyz[:,1] - randoms['CARTESIAN_Z'] = xyz[:,2] - - xyz = rotate(randoms['RANDOM_RA'], randoms['RANDOM_DEC'], xyz) - - randoms['ROTCARTESIAN_X'] = xyz[:,0] - randoms['ROTCARTESIAN_Y'] = xyz[:,1] - randoms['ROTCARTESIAN_Z'] = xyz[:,2] - - ''' - elif survey == 'desi': - randoms['IS_BOUNDARY'][randoms['ROS_DIST'] > np.percentile(randoms['ROS_DIST'], 100. - boundary_percent)] = 1 - randoms['IS_BOUNDARY'][randoms['ROS_DIST'] < np.percentile(randoms['ROS_DIST'], boundary_percent)] = 1 - ''' - - randoms['ZSURV'] = randoms['Z'] - randoms['CONSERVATIVE'] = np.zeros_like(randoms['FIELD'], dtype=int) - - if 'IN_D8LUMFN' not in randoms.dtype.names: - randoms['IN_D8LUMFN'] = np.zeros_like(randoms['FIELD'], dtype=int) - - updates = {'ZMIN': zmin,\ - 'ZMAX': zmax,\ - 'DZ': dz,\ - 'NRAND': nrand,\ - 'FIELD': field,\ - 'AREA': Area,\ - 'VOL': vol,\ - 'RAND_DENS': density,\ - 'VOL8': (4./3.)*np.pi*(8.**3.),\ - 'OVERSAMPLE': oversample,\ - 'SEED': seed,\ - 'PREFIX': prefix,\ - 'REALZ': realz,\ - 'FPATH': opath} - - randoms.meta.update(updates) - - randoms.meta['NRAND8'] = randoms.meta['VOL8'] * randoms.meta['RAND_DENS'] - randoms.meta['NRAND8_PERR'] = np.sqrt(randoms.meta['NRAND8']) - - for key in randoms.meta.keys(): - print(key, randoms.meta[key]) - - runtime = calc_runtime(start, 'Writing {}'.format(opath), xx=randoms) - - randoms.write(opath, format='fits', overwrite=True) - - runtime = calc_runtime(start, 'Finished'.format(opath)) - - return 0 - - -if __name__ == '__main__': - parser = argparse.ArgumentParser(description='Select GAMA field.') - parser.add_argument('--log', help='Create a log file of stdout.', action='store_true') - parser.add_argument('-f', '--field', type=str, help='select GAMA field [G9, G12, G15] or DESI rosette [R1...]', default='G9') - parser.add_argument('-d', '--dryrun', help='Dryrun.', action='store_true') - parser.add_argument('-s', '--survey', help='Survey, e.g. GAMA, DESI, etc.', type=str, default='gama') - parser.add_argument('--realz', help='Realization', default=0, type=int) - parser.add_argument('--prefix', help='filename prefix', default='randoms') - parser.add_argument('--config', help='Path to configuration file', type=str, default=findfile('config')) - parser.add_argument('--nooverwrite', help='Do not overwrite outputs if on disk', action='store_true') - parser.add_argument('--density', help='Random density per (Mpc/h)^3', default=1., type=float) - parser.add_argument('--oversample', help='Oversampling factor for fillfactor counting.', default=2, type=int) - parser.add_argument('--seed', help='Random seed.', default=0, type=int) - - # Defaults to GAMA Gold limits. - parser.add_argument('--zmin', type=float, help='Minimum redshift limit', default=ddp_zlimits['DDP1'][0]) - parser.add_argument('--zmax', type=float, help='Maximum redshift limit', default=ddp_zlimits['DDP1'][1]) - - args = parser.parse_args() - log = args.log - field = args.field.upper() - dryrun = args.dryrun - survey = args.survey.lower() - zmin = args.zmin - zmax = args.zmax - prefix = args.prefix - realz = args.realz - seed = args.seed - - density = args.density - oversample = args.oversample - - assert oversample < 9, f'Oversample of {oversample} is not supported.' - assert realz < oversample_nrealisations, f'Provided realization number is inconsistent with that expected in params; consult there and bin/rand_pipeline scripts.' - - if log: - logfile = findfile(ftype='randoms', dryrun=False, field=field, survey=survey, prefix=prefix, realz=realz, log=True) - - print(f'Logging to {logfile}') - - sys.stdout = open(logfile, 'w') - ''' - config = Configuration(args.config) - config.update_attributes('randoms', args) - config.write() - ''' - for xx in [1, oversample]: - seed = seed - - # only generate independent realizations for oversample. - if oversample > 1: - seed += realz - seed += 50 * oversample - - randoms(field=field, survey=survey, density=density, zmin=zmin, zmax=zmax, dryrun=dryrun, prefix=prefix, seed=seed, oversample=xx, realz=realz) - - if log: - sys.stdout.close() diff --git a/renormalise_d8LF.py b/renormalise_d8LF.py deleted file mode 100644 index e53b5229..00000000 --- a/renormalise_d8LF.py +++ /dev/null @@ -1,43 +0,0 @@ -import numpy as np - -from astropy.table import Table -from ddp import tmr_DDP1 - - -def renormalise_d8LF(idx, lf, fdelta, fdelta_zeropoint, self_count=False, Mcol='MID_M'): - ''' - fscale equal to Equation 7 in McNaught-Roberts (2014). - See: https://arxiv.org/pdf/1409.4681.pdf - ''' - - print('Renormalising (IVMAX) LF with log10(fdelta)={:.6e} for tier {}'.format(np.log10(fdelta), idx)) - - lf = Table(lf, copy=True) - - cols = ['PHI_N', 'PHI_N_ERROR', 'PHI_IVMAX', 'PHI_IVMAX_ERROR'] - cols += ['PHI_IVMAX_JK', 'PHI_IVMAX_ERROR_JK'] - cols += ['PHI_STEPWISE', 'REF_RATIO'] - - cols = [x for x in cols if x in lf.dtype.names] - - print('Renormalising ...') - - for col in cols: - print(f'\t{col}') - - lf[col] /= fdelta - - if self_count: - print('Applying log10|self-count correction| of {:.6f}'.format(np.log10(fdelta / fdelta_zeropoint))) - - # tmr_DDP1: [-21.8, -20.1] - is_ddp1 = (lf[Mcol] > tmr_DDP1[0]) & (lf[Mcol] < tmr_DDP1[1]) - - for col in cols: - lf[col][is_ddp1] *= (fdelta / fdelta_zeropoint) - - lf.meta['SELFCOUNT'] = self_count - lf.meta['DDP1_VOLFRAC'] = fdelta - lf.meta['DDP1_VOLFRAC_ZP'] = fdelta_zeropoint - - return lf diff --git a/ros_tools.py b/ros_tools.py deleted file mode 100644 index 352ec664..00000000 --- a/ros_tools.py +++ /dev/null @@ -1,64 +0,0 @@ -import numpy as np - - -# https://github.com/desihub/LSS/blob/3d65b099a763a41179cb8e706f85482b3633a254/py/LSS/SV3/cattools.py#L21 -@np.vectorize -def tile2rosette(tile): - if tile < 433: - return (tile-1)//27 - - else: - if tile >= 433 and tile < 436: - return 13 - if tile >= 436 and tile < 439: - return 14 - if tile >= 439 and tile < 442: - return 15 - if tile >= 442 and tile <=480: - return (tile-442)//3 - - if tile > 480: - return tile//30 - - return -999999 - -roscen = {0:(150.100,2.182),\ - 1:(179.6,0),\ - 2:(183.1,0),\ - 3:(189.9,61.8),\ - 4:(194.75,28.2),\ - 5:(210.0,5.0),\ - 6:(215.5,52.5),\ - 7:(217.8,34.4),\ - 8:(216.3,-0.6),\ - 9:(219.8,-0.6),\ - 10:(218.05,2.43),\ - 11:(242.75,54.98),\ - 12:(241.05,43.45),\ - 13:(245.88,43.45),\ - 14:(252.5,34.5),\ - 15:(269.73,66.02),\ - 16:(194.75,24.7),\ - 17:(212.8,-0.6),\ - 18:(269.73,62.52),\ - 19:(236.1,43.45)} - -def calc_rosr(rosn, ra, dec): - # Given rosetter number and ra,dec, calculate distance from center - ra = ra*np.pi/180. - dec = dec*np.pi/180. - rac,decc = roscen[rosn] - rac = rac*np.pi/180. - decc = decc*np.pi/180. - cd = np.sin(dec)*np.sin(decc)+np.cos(dec)*np.cos(decc)*np.cos(rac-ra) - ad = np.arccos(cd)*180./np.pi - - return ad - -def ros_limits(dryrun): - if dryrun: - limits = [0.9, 1.10] - else: - limits = [0.2, 1.75] - - return limits diff --git a/runtime.py b/runtime.py deleted file mode 100644 index 72bf99f3..00000000 --- a/runtime.py +++ /dev/null @@ -1,47 +0,0 @@ -import os -import sys -import time -import warnings - -from astropy.io.fits.verify import VerifyWarning -from astropy.utils.metadata import MergeConflictWarning - -# Suppress verify warnings, e.g. HIERARCH card length. -warnings.simplefilter('ignore', category=VerifyWarning) -warnings.simplefilter('ignore', category=MergeConflictWarning) - -def sizeofMB(xx): - return sys.getsizeof(xx) / 1.e6 - -def calc_runtime(start, log=None, memuse=False, xx=None): - runtime = time.time() - start - runtime /= 60. - - if memuse: - # COSMA5 has 302 compute nodes, each with 128GB RAM and 16 cores - # https://www.dur.ac.uk/icc/cosma/cosma5/ - - import psutil - process = psutil.Process(os.getpid()) - memuse = process.memory_info().rss / 1.e6 # [MB] - memuse = ' (memuse {}: {:.2f}MB)'.format(os.getpid(), memuse) - - else: - memuse = '' - - if log != None: - msg = '{} after {:.4f} mins{}.'.format(log, runtime, memuse) - - if xx is not None: - msg = msg.replace('Writing', 'Writing ({}MB)'.format(sizeofMB(xx))) - msg = msg.replace('Reading', 'Reading ({}MB)'.format(sizeofMB(xx))) - - print(msg) - - return runtime - - -if __name__ == '__main__': - start = time.time() - - runtime = calc_runtime(start, 'Read randoms') diff --git a/schechter.py b/schechter.py deleted file mode 100644 index e5feec78..00000000 --- a/schechter.py +++ /dev/null @@ -1,78 +0,0 @@ -import numpy as np -import scipy.integrate as integrate - -from data.schechters import schechters -from astropy.table import Table - -def schechter(M, phistar, Mstar, alpha): - expa = 10. ** (0.4 * (Mstar - M) * (1. + alpha)) - expb = np.exp(-10. ** (0.4 * (Mstar - M))) - - return np.log(10.) * phistar * expa * expb / 2.5 - -def schechter_d8(M, d8, params=False, fit=True, ratio=False): - ''' - TMR d8 Schechter. - ''' - - alpha = -1.25 - Mstar = -20.70 - 0.67 * np.log10(1. + d8) - log10phistar = -2.030 + 1.01 * np.log10(1. + d8) - - if not fit: - # Middle panel TMR Fig. 7 shows least dense bin is above fit - # by approx. 0.3 dex. - if d8 < -0.75: - alpha = -1.375 - log10phistar += 0.300 - - phistar = 10.**log10phistar - - if params: - return np.log10(1. + d8), log10phistar, Mstar, alpha - - else: - if ratio: - return schechter(M, phistar, Mstar, alpha) / named_schechter(M, named_type='TMR') - - else: - return schechter(M, phistar, Mstar, alpha) - -def named_schechter(M, named_type='TMR', zz=None, evolve=False): - params = schechters[named_type] - - log10phistar = params['log10phistar'] - Mstar = params['Mstar'] - alpha = params['alpha'] - - P = params['P'] - Q = params['Q'] - zref = params['zref'] - - if zz == None: - zz = zref - - zz = np.array([zz], copy=True)[0] - - phistar = 10. ** log10phistar - - if evolve: - Mstar -= Q * (zz - zref) - phistar *= 10. ** (0.4 * P * (zz - zref)) - - return schechter(M, phistar, Mstar, alpha) - -def ref_schechter(named_type='TMR', sch_Ms=None, d8=None): - if sch_Ms == None: - # Reference Schechter - finer binning - sch_Ms = np.arange(-23., -16., 1.e-3) - - sch = named_schechter(sch_Ms, named_type='TMR') - - if d8 != None: - sch *= (1. + d8) / (1. + 0.007) - - ref_result = Table(np.c_[sch_Ms, sch], names=['MS', 'REFSCHECHTER']) - ref_result.meta['EXTNAME'] = 'REFERENCE' - - return ref_result diff --git a/smith_kcorr.py b/smith_kcorr.py deleted file mode 100644 index 3c641dbe..00000000 --- a/smith_kcorr.py +++ /dev/null @@ -1,248 +0,0 @@ -import os -import numpy as np -import matplotlib.pyplot as plt -import os - -from scipy.interpolate import interp1d -from pkg_resources import resource_filename -from tmr_kcorr import tmr_kcorr - - -raw_dir = os.environ['CODE_ROOT'] + '/data/' - -class GAMA_KCorrection(object): - def __init__(self, band, kind="linear"): - """ - Colour-dependent polynomial fit to the GAMA K-correction (Fig. 13 of Smith+17), - used to convert between SDSS r-band Petrosian apparent magnitudes, and rest - frame absolute manigutues at z_ref = 0.1 - - Args: - k_corr_file: file of polynomial coefficients for each colour bin - z0: reference redshift. Default value is z0=0.1 - kind: type of interpolation between colour bins, - e.g. "linear", "cubic". Default is "linear" - """ - k_corr_file = raw_dir + '/ajs_kcorr_{}band_z01.dat'.format(band.lower()) - - # read file of parameters of polynomial fit to k-correction - # polynomial k-correction is of the form - # A*(z-z0)^4 + B*(z-z0)^3 + C*(z-z0)^2 + D*(z-z0) + E - col_min, col_max, A, B, C, D, E, col_med = \ - np.loadtxt(k_corr_file, unpack=True) - - self.z0 = 0.1 # reference redshift - self.nbins = len(col_min) # number of colour bins in file - - self.colour_min = np.min(col_med) - self.colour_max = np.max(col_med) - self.colour_med = col_med - - # functions for interpolating polynomial coefficients in rest-frame color. - self.__A_interpolator = self.__initialize_parameter_interpolator(A, col_med, kind=kind) - self.__B_interpolator = self.__initialize_parameter_interpolator(B, col_med, kind=kind) - self.__C_interpolator = self.__initialize_parameter_interpolator(C, col_med, kind=kind) - self.__D_interpolator = self.__initialize_parameter_interpolator(D, col_med, kind=kind) - self.__E = E[0] - - # Linear extrapolation for z > 0.5 - self.__X_interpolator = lambda x: None - self.__Y_interpolator = lambda x: None - self.__X_interpolator, self.__Y_interpolator = self.__initialize_line_interpolators() - - def __initialize_parameter_interpolator(self, parameter, median_colour, kind="linear"): - # returns function for interpolating polynomial coefficients, as a function of colour - return interp1d(median_colour, parameter, kind=kind, fill_value="extrapolate") - - def __initialize_line_interpolators(self): - # linear coefficients for z>0.5 - X = np.zeros(self.nbins) - Y = np.zeros(self.nbins) - - # find X, Y at each colour - redshift = np.array([0.48,0.5]) - arr_ones = np.ones(len(redshift)) - for i in range(self.nbins): - k = self.k(redshift, arr_ones*self.colour_med[i]) - X[i] = (k[1]-k[0]) / (redshift[1]-redshift[0]) - Y[i] = k[0] - X[i]*redshift[0] - - X_interpolator = interp1d(self.colour_med, X, kind='linear', fill_value="extrapolate") - Y_interpolator = interp1d(self.colour_med, Y, kind='linear', fill_value="extrapolate") - - return X_interpolator, Y_interpolator - - def __A(self, colour): - # coefficient of the z**4 term - colour_clipped = np.clip(colour, self.colour_min, self.colour_max) - return self.__A_interpolator(colour_clipped) - - def __B(self, colour): - # coefficient of the z**3 term - colour_clipped = np.clip(colour, self.colour_min, self.colour_max) - return self.__B_interpolator(colour_clipped) - - def __C(self, colour): - # coefficient of the z**2 term - colour_clipped = np.clip(colour, self.colour_min, self.colour_max) - return self.__C_interpolator(colour_clipped) - - def __D(self, colour): - # coefficient of the z**1 term - colour_clipped = np.clip(colour, self.colour_min, self.colour_max) - return self.__D_interpolator(colour_clipped) - - def __X(self, colour): - colour_clipped = np.clip(colour, self.colour_min, self.colour_max) - return self.__X_interpolator(colour_clipped) - - def __Y(self, colour): - colour_clipped = np.clip(colour, self.colour_min, self.colour_max) - return self.__Y_interpolator(colour_clipped) - - - def k(self, redshift, restframe_colour, median=False): - """ - Polynomial fit to the GAMA K-correction for z<0.5 - The K-correction is extrapolated linearly for z>0.5 - - Args: - redshift: array of redshifts - colour: array of ^0.1(g-r) colour - Returns: - array of K-corrections - """ - K = np.zeros(len(redshift)) - idx = redshift <= 0.5 - - if median: - restframe_colour = np.copy(restframe_colour) - - # Fig. 13 of https://arxiv.org/pdf/1701.06581.pdf - restframe_colour = 0.603 * np.ones_like(restframe_colour) - - K[idx] = self.__A(restframe_colour[idx])*(redshift[idx]-self.z0)**4 + \ - self.__B(restframe_colour[idx])*(redshift[idx]-self.z0)**3 + \ - self.__C(restframe_colour[idx])*(redshift[idx]-self.z0)**2 + \ - self.__D(restframe_colour[idx])*(redshift[idx]-self.z0) + self.__E - - idx = redshift > 0.5 - - K[idx] = self.__X(restframe_colour[idx])*redshift[idx] + self.__Y(restframe_colour[idx]) - - return K - - def k_nonnative_zref(self, refz, redshift, restframe_colour, median=False): - refzs = refz * np.ones_like(redshift) - - return self.k(redshift, restframe_colour, median=median) - self.k(refzs, restframe_colour, median=median) - 2.5 * np.log10(1. + refz) - - def rest_gmr_index(self, rest_gmr, kcoeff=False): - bins = np.array([-100., 0.18, 0.35, 0.52, 0.69, 0.86, 1.03, 100.]) - idx = np.digitize(rest_gmr, bins=bins) - - ''' - if kcoeff==True: - for i in enumerate(rest_gmr): - ddict = {i:{col_med, A[0], B[0], C[0], D[0]}} - ''' - - return idx - -class GAMA_KCorrection_color(): - def __init__(self): - self.kRcorr = GAMA_KCorrection(band='R') - self.kGcorr = GAMA_KCorrection(band='G') - - def obs_gmr(self, rest_gmr): - return rest_gmr + self.kRcorr.k(z, rest_gmr) - self.kGcorr.k(z, rest_gmr) - - def rest_gmr_nonnative(self, native_rest_gmr): - refzs = np.zeros_like(native_rest_gmr) - - return native_rest_gmr + self.kGcorr.k(refzs, native_rest_gmr) - self.kRcorr.k(refzs, native_rest_gmr) - - -def test_plots(axes): - kcorr_r = GAMA_KCorrection(band='R') - kcorr_g = GAMA_KCorrection(band='G') - - z = np.arange(-0.01,0.601,0.01) - cols = 0.130634, 0.298124, 0.443336, 0.603434, 0.784644, 0.933226, 1.06731 - - colors = plt.rcParams['axes.prop_cycle'].by_key()['color'] - - # make r-band k-correction plot - for i, c in enumerate(cols): - col = np.ones(len(z)) * c - k = kcorr_r.k(z, col) - axes[0].plot(z, k, label=r"$^{0.1}(g-r)_\mathrm{med}=%.3f$"%c, c=colors[i]) - - axes[0].set_xlabel(r"$z$") - axes[0].set_ylabel(r"$^{0.1}K_r(z)$") - axes[0].set_xlim(0,0.6) - axes[0].set_ylim(-0.6,1) - axes[0].legend(loc="upper left").draw_frame(False) - - # make g-band k-correction plot - for i, c in enumerate(cols): - col = np.ones(len(z)) * c - k = kcorr_g.k(z, col) - axes[1].plot(z, k, label=r"$^{0.1}(g-r)_\mathrm{med}=%.3f$"%c, c=colors[i]) - - axes[1].set_xlabel(r"$z$") - axes[1].set_ylabel(r"$^{0.1}K_g(z)$") - axes[1].set_xlim(-0.01,0.6) - axes[1].set_ylim(-0.4,1.4) - axes[1].legend(loc="upper left").draw_frame(False) - -def test_nonnative_plots(kE, zref, axes=None): - kcorr_tmr = tmr_kcorr() - - kcorr_r = GAMA_KCorrection(band='R') - kcorr_g = GAMA_KCorrection(band='G') - - z = np.arange(0.01, 0.601, 0.01) - cols = [0.130634, 0.298124, 0.443336, 0.603434, 0.784644, 0.933226, 1.06731] - - # TMR test - # cols = [0.158, 0.298, 0.419, 0.553, 0.708, 0.796, 0.960] - - if axes == None: - fig, axes = plt.subplots(1, 2, figsize=(20,10)) - - colors = plt.rcParams['axes.prop_cycle'].by_key()['color'] - - for idx in np.unique(kE['REST_GMR_0P1_INDEX']): - isin = (kE['REST_GMR_0P1_INDEX'] == idx) - - axes[0].scatter(kE['ZSURV'][isin], kE['KCORR_R0P0'][isin], s=0.25) - axes[1].scatter(kE['ZSURV'][isin], kE['KCORR_G0P0'][isin], s=0.25) - - # make r-band k-correction plot - for i, c in enumerate(cols): - col = np.ones(len(z)) * c - k = kcorr_r.k_nonnative_zref(zref, z, col) - axes[0].plot(z, k, label=r"$^{0.0}(g-r)_\mathrm{med}=%.3f$"%c, c=colors[i], alpha=1.) - - k = kcorr_tmr.ref_eval(c, z) - ''' - for i, c in enumerate(cols): - k = kcorr_tmr.ref_eval(c, z) - isin = (z <= 0.5) - - axes[0].plot(z[isin], k[isin], '--', c=colors[i], alpha=0.75) - ''' - # make g-band k-correction plot - for i, c in enumerate(cols): - col = np.ones(len(z)) * c - k = kcorr_g.k_nonnative_zref(zref, z, col) - axes[1].plot(z, k, label=r"$^{0.0}(g-r)_\mathrm{med}=%.3f$"%c, c=colors[i]) - - axes[0].set_xlim(0, 0.3) - axes[1].set_xlim(0, 0.3) - - axes[0].set_ylim(-0.2, 1.2) - axes[1].set_ylim(-0.2, 1.2) - - diff --git a/src/lumfn/bin/pipeline.py b/src/lumfn/bin/pipeline.py index a55fd994..6c4d0ab0 100755 --- a/src/lumfn/bin/pipeline.py +++ b/src/lumfn/bin/pipeline.py @@ -103,7 +103,7 @@ def pipeline(args, use_sbatch=False, reset=False, nooverwrite=False, dryrun=True for cmd in cmds: out = run_command(cmd, noid=True) - code_root = os.environ['CODE_ROOT'] = '{}/tmp/DESI/'.format(os.environ['HOME']) + code_root = '{}/tmp/DESI/'.format(os.environ['HOME']) os.environ['PATH'] = f':{code_root}/bin/{custom}:' + os.environ['PATH'] os.environ['PYTHONPATH'] = f'{code_root}/:' + os.environ['PYTHONPATH'] diff --git a/src/lumfn/test_allnb.py b/src/lumfn/test_allnb.py index 33b88196..53427995 100644 --- a/src/lumfn/test_allnb.py +++ b/src/lumfn/test_allnb.py @@ -7,7 +7,6 @@ from findfile import fetch_fields from pathlib import Path - def test_allnbs(survey='gama', no_qa=False): ''' See https://docs.pytest.org/en/6.2.x/ @@ -17,15 +16,12 @@ def test_allnbs(survey='gama', no_qa=False): if 'GITHUB_ACTIONS' in os.environ: os.environ['USER'] = 'Hal' os.environ['GOLD_DIR'] = 'GAMA4/' - os.environ['GOLD_LOGS'] = 'GAMA4/logs/' - os.environ['RANDOMS_DIR'] = 'GAMA4/randoms/' - os.environ['RANDOMS_LOGS'] = 'GAMA4/randoms/logs/' os.environ['PATH'] = os.environ['GITHUB_WORKSPACE'] + ':' + os.environ['GITHUB_WORKSPACE'] + '/bin:' + os.environ['PATH'] os.environ['PYTHONPATH'] = os.environ['GITHUB_WORKSPACE'] + ':' + os.environ['GITHUB_WORKSPACE'] + '/bin:' + os.environ['PATH'] - Path(os.environ['GOLD_LOGS']).mkdir(parents=True, exist_ok=True) - Path(os.environ['RANDOMS_LOGS']).mkdir(parents=True, exist_ok=True) + Path(os.environ['GOLD_DIR'] + '/logs/').mkdir(parents=True, exist_ok=True) + Path(os.environ['GOLD_DIR'] + '/randoms/logs/').mkdir(parents=True, exist_ok=True) if no_qa | ('GITHUB_ACTIONS' in os.environ): pipeline(use_sbatch=False, reset=False, nooverwrite=False, dryrun=True, survey='gama', freshclone=False, args=None) diff --git a/style.mplstyle b/style.mplstyle deleted file mode 100644 index 20b0de5e..00000000 --- a/style.mplstyle +++ /dev/null @@ -1,6 +0,0 @@ -axes.titlesize : 24 -axes.labelsize : 20 -lines.linewidth : 3 -lines.markersize : 10 -xtick.labelsize : 16 -ytick.labelsize : 16 \ No newline at end of file diff --git a/summary_stats.py b/summary_stats.py deleted file mode 100644 index ea878e80..00000000 --- a/summary_stats.py +++ /dev/null @@ -1,121 +0,0 @@ -import os -import sys -import argparse -import subprocess -import numpy as np - -from astropy.io import ascii -from astropy.table import Table -from ddp import tmr_DDP1, tmr_DDP2, tmr_DDP3 -from delta8_limits import delta8_tier, d8_limits -from findfile import findfile, fetch_header - - -parser = argparse.ArgumentParser(description='Generate Summary Stats') -parser.add_argument('-s', '--survey', help='Select survey', default='gama') - -args = parser.parse_args() -survey = args.survey - -fpath = findfile(ftype='ddp', survey=survey) -dat = Table.read(fpath) -names = ['ZMIN', 'ZMAX', 'VZ', 'DENS'] - -tmr_DDPs = [tmr_DDP1, tmr_DDP2, tmr_DDP3] - -result = Table() -rows = [] - -print('\n\n') - -rpath = findfile(ftype='randoms_bd_ddp_n8', dryrun=False, field='GALL', survey=survey, prefix='randoms_ddp1') - -print(f'Fetching {rpath}') - -for ddp, tmr_DDP in zip(np.arange(1, 4, 1), tmr_DDPs): - name = 'DDP{}_FULL8FRAC'.format(ddp) - value = fetch_header(fpath=rpath, name=name) - - row = [ddp, tmr_DDP[0], tmr_DDP[1]] - - for col in names: - row += [dat.meta['DDP{}_{}'.format(ddp, col)]] - - row += [dat.meta['DDP{}{}'.format(ddp, 'ZLIMS_NGAL')]] - row += [value] - - row = tuple(row) - - rows.append(row) - -names = ['DDP', 'MIN_M', 'MAX_M'] + names + ['ZLIMS_NGAL', 'DDP_FULL8FRAC'] -result = Table(rows=rows, names=names) - -result['ZLIMS_NGAL'] = result['ZLIMS_NGAL'] / 10**3 -result['VZ'] = result['VZ'] / 10**6 -result['DENS'] = result['DENS'] / 10**-3 - -for name in result.dtype.names: - result[name] = np.round(result[name], 4) - -opath = 'tables/Tab2.fits' -result.write(opath, format='fits', overwrite=True) - -result.rename_column('MIN_M', r'$M_{\rm Min.}$') -result.rename_column('MAX_M', r'$M_{\rm Max.}$') -result.rename_column('ZMIN', r'$z_{\rm Min.}$') -result.rename_column('ZMAX', r'$z_{\rm Max.}$') -result.rename_column('ZLIMS_NGAL', r'$N_{GAL} / 10^3$') -result.rename_column('VZ', r'$V_{\rm DDP}$ / 10^6$') -result.rename_column('DENS', r'$\rho_{\rm DDP} / 10^{-3}$') -result.rename_column('DDP_FULL8FRAC', r'Complete frac.') - -result.pprint() - -# https://arxiv.org/pdf/1409.4681.pdf -ascii.write(result, 'tables/Tab2.tex', Writer=ascii.Latex, latexdict=ascii.latex.latexdicts['AA'], overwrite=True) - -rows = [] - -rpath = findfile(ftype='randoms_bd_ddp_n8', dryrun=False, field='GALL', survey=survey, prefix='randoms_ddp1') -rand = Table.read(rpath) - -print('\n\n') - -for idx in np.arange(9): - nd8 = 0 - - for field in ['G9', 'G12', 'G15']: - # Number of galaxies in each density tier (across fields). - fpath = findfile(ftype='ddp_n8_d0', survey=survey, field=field, utier=idx) - dat = Table.read(fpath) - - nd8 += len(dat) / 1.e3 - - # 3-field. - volfrac = rand.meta['DDP1_d{}_VOLFRAC'.format(idx)] - volfrac_zp = rand.meta['DDP1_d{}_ZEROPOINT_VOLFRAC'.format(idx)] - - d8 = rand.meta['DDP1_d{}_TIERMEDd8'.format(idx)] - - rows.append(('d{}'.format(idx), d8_limits[idx][0], d8_limits[idx][1], nd8, volfrac, volfrac_zp, d8)) - -print('\n\n') - -# Generate Table 3 of McNaught-Roberts (2014). -names = np.array(['Label', r'Min. $\delta_8$', r'Max. $\delta_8$', '\# galaxies [1e3]', 'Vol. frac.', 'Zeropoint vol. frac.', r'$\langle \delta_8 \rangle$']) -result = Table(rows=rows, names=names) - -for name in names[1:]: - result[name] = result[name].data.astype(float) - result[name] = np.round(result[name], 4) - -result.pprint() - -opath = 'tables/Tab3.fits' -result.write(opath, format='fits', overwrite=True) - -# https://arxiv.org/pdf/1409.4681.pdf -ascii.write(result, 'tables/Tab3.tex', Writer=ascii.Latex, latexdict=ascii.latex.latexdicts['AA'], overwrite=True) - -print('\n\nDone.\n\n') diff --git a/surface_brightness.py b/surface_brightness.py deleted file mode 100644 index c1573a2c..00000000 --- a/surface_brightness.py +++ /dev/null @@ -1,7 +0,0 @@ -import numpy as np - -def bn(n): - # https://en.wikipedia.org/wiki/Sérsic_profile - return 2. * n - 1./3. + 4./405./n + 46./25515./n/n # + ... - -def sersic() From 8d209ac1303f3dd34f146759be03a15250d72493 Mon Sep 17 00:00:00 2001 From: Michael J Wilson Date: Fri, 10 Jun 2022 10:29:25 +0100 Subject: [PATCH 09/10] docs and install --- docs/INSTALL => INSTALL | 0 LICENSE | 19 +++++++++++++++++++ 2 files changed, 19 insertions(+) rename docs/INSTALL => INSTALL (100%) diff --git a/docs/INSTALL b/INSTALL similarity index 100% rename from docs/INSTALL rename to INSTALL diff --git a/LICENSE b/LICENSE index e69de29b..96f1555d 100644 --- a/LICENSE +++ b/LICENSE @@ -0,0 +1,19 @@ +Copyright (c) 2018 The Python Packaging Authority + +Permission is hereby granted, free of charge, to any person obtaining a copy +of this software and associated documentation files (the "Software"), to deal +in the Software without restriction, including without limitation the rights +to use, copy, modify, merge, publish, distribute, sublicense, and/or sell +copies of the Software, and to permit persons to whom the Software is +furnished to do so, subject to the following conditions: + +The above copyright notice and this permission notice shall be included in all +copies or substantial portions of the Software. + +THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR +IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, +FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE +AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER +LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, +OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE +SOFTWARE. From 6a107246b0b75bd5c089eeaebbe80cd540efafcb Mon Sep 17 00:00:00 2001 From: michaelJwilson Date: Tue, 14 Jun 2022 16:38:35 +0100 Subject: [PATCH 10/10] tidy --- dist/lumfn-0.0.2-py3-none-any.whl | Bin 84437 -> 0 bytes dist/lumfn-0.0.2.tar.gz | Bin 64257 -> 0 bytes docs/nb/sandbox/debug.ipynb | 516 +++++++++++++ docs/nb/sandbox/photoz.ipynb | 1153 +++++++++++++++++++++++++++++ docs/nb/sandbox/tidal.ipynb | 181 +++++ src/lumfn/mxxl/create_sv3.py | 69 ++ src/lumfn/mxxl/define_sample.py | 20 + src/lumfn/mxxl/gen_cats.py | 150 ++++ src/lumfn/mxxl/mxxl_params.py | 1 + src/lumfn/mxxl/rotate_mock.py | 450 +++++++++++ src/lumfn/photoz.py | 52 ++ 11 files changed, 2592 insertions(+) delete mode 100644 dist/lumfn-0.0.2-py3-none-any.whl delete mode 100644 dist/lumfn-0.0.2.tar.gz create mode 100644 docs/nb/sandbox/debug.ipynb create mode 100644 docs/nb/sandbox/photoz.ipynb create mode 100644 docs/nb/sandbox/tidal.ipynb create mode 100644 src/lumfn/mxxl/create_sv3.py create mode 100644 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"import os\n", + "import sys\n", + "import pylab as pl\n", + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "\n", + "from astropy.table import Table\n", + "from scipy.optimize import brentq, minimize, brute, brent" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "e10fbc7e", + "metadata": {}, + "outputs": [], + "source": [ + "sys.path.append(os.environ['HOME'])\n", + "sys.path.append(os.environ['HOME'] + '/DESI/')" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "c3914429", + "metadata": {}, + "outputs": [], + "source": [ + "os.environ['CODE_ROOT'] = os.environ['HOME'] + '/DESI/'" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "3d11d275", + "metadata": {}, + "outputs": [], + "source": [ + "from gen_zmax_cat import solve_theta, theta\n", + "from cosmo import distmod" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "e9f17a29", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ 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" + ], + "text/plain": [ + "\n", + " CATAID OBJID RA DEC R_PETRO ZGAMA NQ ... DELTA_DETMAG_FAINT ZMAX ZMAX_WARN DELTA_DETMAG_BRIGHT ZMIN ZMIN_WARN VMAX \n", + " deg deg mag ... mag mag \n", + " int32 int64 float64 float64 float32 float32 int16 ... float32 float64 float64 float32 float64 float64 float64 \n", + "------- ------------------ ------------ ----------- --------- ------- ----- ... ------------------ ------------------- --------- ------------------- --------------------- --------- ------------------\n", + " 302523 587726032230285729 138.24107544 1.3898106 19.310106 0.16764 4 ... 0.48989296 0.2133479311066213 0.0 -7.3101063 0.005788281112758979 0.0 4203371.594730427\n", + " 69566 587722983348699216 175.44771129 0.10148011 18.58092 0.03966 4 ... 1.21908 0.06917900693999858 0.0 -6.5809193 0.0019437837332501502 0.0 156653.3082278379\n", + " 78125 587722983366328655 215.75383617 0.13023629 19.602116 0.2377 4 ... 0.1978836 0.26557336204152554 0.0 -7.6021156 0.006499216208630515 0.0 7836894.982863354\n", + " 92683 587722983903854830 217.20616405 0.62545319 17.007326 0.05125 5 ... 2.792673 0.19086586104485473 0.0 -5.007326 0.005179402368953772 0.0 3053190.342724644\n", + " 549995 588848899355574735 133.78634365 -0.47746874 19.069803 0.23604 4 ... 0.730196 0.3140015425451034 0.0 -7.069803 0.010857431349161692 0.0 12543095.447632398\n", + " 63068 587722982828867881 214.33021237 -0.39950955 19.044024 0.14596 4 ... 0.7559757 0.21118783500992613 0.0 -7.0440235 0.005729376692816067 0.0 4082642.8900685487\n", + " 611486 588848900451729687 184.9882684 0.28593955 18.79141 0.11244 4 ... 1.0085888 0.18100464886027348 0.0 -6.7914104 0.005026641533916902 0.0 2620299.5672187703\n", + " 369223 587727942419153233 140.4872235 0.93665296 19.203566 0.16493 4 ... 0.59643364 0.22154631439611297 0.0 -7.2035656 0.0059716060680424544 0.0 4682037.835692637\n", + " 535513 588848898838167773 178.29277894 -0.92227054 19.305607 0.13817 4 ... 0.4943924 0.16883602466501668 0.0 -7.305607 0.005417477849252016 0.0 2142893.479503183\n", + " 372366 587727942953796139 135.42809835 1.16626728 18.697992 0.07135 4 ... 1.1020069 0.11938644608017883 0.0 -6.6979923 0.0033145958527020015 0.0 781225.1666392658\n", + " 485337 587729777981390997 215.00551731 -1.75544307 18.480871 0.15744 4 ... 1.319128 0.26375822052728415 0.0 -6.480871 0.009145771418862279 0.0 7686222.974836664\n", + " ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...\n", + " 179105 587725041167041067 183.25769381 -1.88357642 19.685057 0.1927 4 ... 0.11494255 0.20183958490472187 0.0 -7.6850567 0.0065803553181952345 0.0 3585465.06575429\n", + " 422568 587728879793537445 131.61011066 2.6390144 18.042938 0.11242 4 ... 1.757061 0.2604255045126566 0.0 -6.042938 0.007092318799079753 0.0 7414925.986650286\n", + " 30770 587722981738610837 176.7055066 -1.19585323 18.408974 0.15596 4 ... 1.3910255 0.26914192241598595 0.0 -6.4089737 0.00934248949074659 0.0 8137683.257749896\n", + " 7277 588848900984930623 176.56982807 0.74252377 19.489714 0.24018 4 ... 0.31028557 0.27917496516717066 0.0 -7.4897137 0.007670876840653877 0.0 9022381.926569443\n", + " 549922 588848899355443737 133.5152892 -0.57018663 18.711246 0.10628 4 ... 1.0887527 0.18055131378920827 0.0 -6.7112465 0.004867122850349115 0.0 2601411.1742821466\n", + "3579497 587729150374904250 131.26646148 -1.51529758 17.774334 0.14299 4 ... 2.0256653 0.383235853519756 0.0 -5.774334 0.010139897303193587 0.0 21758055.165012218\n", + " 93475 587722983905296725 220.54038959 0.440206 17.813997 0.17866 4 ... 1.986002 0.3712522641889056 0.0 -5.8139973 0.014322520022459683 0.0 19942152.56433337\n", + " 78312 587722983366590839 216.36969272 0.17588583 18.832327 0.16378 4 ... 0.96767235 0.23951402790921872 0.0 -6.832327 0.008147955807506393 0.0 5847519.624491382\n", + " 418686 587728879259222244 137.39146689 2.57137608 17.181559 0.16394 5 ... 2.6184406 0.41693722831115354 0.0 -5.1815586 0.01744502447206378 0.0 27372319.59626312\n", + " 296584 587726031725854943 212.39309873 1.4374379 18.139364 0.11468 4 ... 1.660635 0.22337634350232316 0.0 -6.1393642 0.0075185362598420135 0.0 4793260.126084099\n", + " 21950 588848901521145895 175.12817649 1.09340077 19.40795 0.15724 4 ... 0.3920498 0.1841049557932857 0.0 -7.4079494 0.005972195775786097 0.0 2751822.9042117917" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "zmax = Table.read('/cosma/home/durham/dc-wils7/data/GAMA4/gama_gold_zmax.fits')\n", + "zmax" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "43867589", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
Table length=1\n", + "
\n", + "\n", + "\n", + "\n", + "\n", + "
CATAIDOBJIDRADECR_PETROZGAMANQSPECIDSURVEY_CLASSUMAG_DRED_SDSSGMAG_DRED_SDSSRMAG_DRED_SDSSIMAG_DRED_SDSSZMAG_DRED_SDSSZSURVLUMDISTDISTMODFIELDIN_D8LUMFNCONSERVATIVECARTESIAN_XCARTESIAN_YCARTESIAN_ZROTCARTESIAN_XROTCARTESIAN_YROTCARTESIAN_ZGMRDETMAGREST_GMR_0P1REST_GMR_0P1_WARNREST_GMR_0P1_INDEXKCORR_R0P1KCORR_G0P1KCORR_R0P0KCORR_G0P0REST_GMR_0P0Q_COLOR_0P0EQ_ALL_0P0EQ_COLOR_0P0MALL_0P0MCOLOR_0P0MQZERO_0P0Z_THETA_QALLZ_THETA_QZEROZ_THETA_QCOLORDDPKCORR_R0P1DDPKCORR_G0P1DDPKCORR_R0P0DDPKCORR_G0P0DDPMALL_0P0DELTA_DETMAG_FAINTZMAXZMAX_WARNDELTA_DETMAG_BRIGHTZMINZMIN_WARNVMAX
degdegmagmagmagmagmagmagMpcmagmagmagmagmagmagmagmagmagmag
int32int64float64float64float32float32int16bytes33int16float32float32float32float32float32float32float64float64bytes3int64int64float64float64float64float64float64float64float32float32float64int32int64float64float64float64float64float64float64float32float32float64float64float64float64float64float64float64float64float64float64float64float32float64float64float32float64float64float64
78982587722983367966779219.438134230.0788079517.5869540.210695345782141184927744618.264517.86837817.56784817.33374617.300420.21069732.941496932079539.32534655415001G1500-467.5500709858969-384.57139102611410.8326904983070628470.2208914811346381.30188767521270.31736122999163740.3005294817.5869540.1317077482219105601-0.19619757487891137-0.027375843120353183-0.0348801268713332950.100716259509849830.164933093599285622.12-0.2043693-0.44666278-21.499143003893057-21.256849526834646-21.70351231045738839.0860971207143439.2904664272786738.84380364365593-0.039772026486516370.17444649568210290.176952851875684740.4396217853957662-21.7109759826400752.2130451-99.01.0-5.5869540.0148028231915029360.0--
" + ], + "text/plain": [ + "\n", + "CATAID OBJID RA DEC R_PETRO ZGAMA NQ SPECID ... DELTA_DETMAG_FAINT ZMAX ZMAX_WARN DELTA_DETMAG_BRIGHT ZMIN ZMIN_WARN VMAX \n", + " deg deg mag ... mag mag \n", + "int32 int64 float64 float64 float32 float32 int16 bytes33 ... float32 float64 float64 float32 float64 float64 float64\n", + "------ ------------------ ------------ ---------- --------- ------- ----- ------------------ ... ------------------ ------- --------- ------------------- -------------------- --------- -------\n", + " 78982 587722983367966779 219.43813423 0.07880795 17.586954 0.21069 5 345782141184927744 ... 2.2130451 -99.0 1.0 -5.586954 0.014802823191502936 0.0 --" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "failure = zmax[zmax['ZMAX_WARN'] > 0]\n", + "failure" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "cdf2bfec", + "metadata": {}, + "outputs": [], + "source": [ + "rest_gmr_0p0 = failure['REST_GMR_0P0'][0]\n", + "rest_gmr_0p1 = failure['REST_GMR_0P1'][0]" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "a5cd8424", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(0.16493309359928562, 0.13170774822191056)" + ] + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "rest_gmr_0p0, rest_gmr_0p1" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "cf3e7b51", + "metadata": {}, + "outputs": [], + "source": [ + "thetaz = failure['Z_THETA_QCOLOR'][0]" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "8f6e43a7", + "metadata": {}, + "outputs": [], + "source": [ + "rlim = 19.8\n", + "dr = rlim - failure['DETMAG'][0]" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "68f34d8d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "2.2130458831787116" + ] + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "dr" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "03d69cea", + "metadata": {}, + "outputs": [], + "source": [ + "z = failure['ZSURV']" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "cf8f0c6c", + "metadata": {}, + "outputs": [], + "source": [ + "zs = np.arange(0.0, 8.0, 1.e-1)\n", + "ts = theta(zs, rest_gmr_0p1, rest_gmr_0p0)\n", + "\n", + "mus = distmod(zs)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "4c8f1609", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, '$\\\\mu(z)$')" + ] + }, + "execution_count": 20, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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9p7sfB5wLvAP8t5lNiGPGtPbWW2+xd+9eRo4cGTqKiERUU/YRXOzu1WY2BlhVv9Hd9wJzgDlmdkS8AqazjRs3smDBAn71q1+FjiIiEXbIEYG7V8duPg0823j/gJlN3O8x0kR79+7l4Ycf5t577yV2DIWISBDN2Vm8DniTL48Abmn9SOmv/nTSv/zlL3VlMREJrjlF4O7+v8ALwF/NrAOgr7ItMH36dG644QaOPvro0FFERJp1HMEnAO7+lJl9AbwCdIxLqjT22muvccIJJ/CNb3wjdBQREaAZIwJ3H9ro9vPAdKBrPEKlqy1btvD3v/+dCRO0yEpEkschRwRmZu7u+29393lA5sEeI/9UWVnJtGnT+M1vfhM6iojIlzTpOAIzu8XMshtvNLMjzewiM3sSuC4+8dLHtGnTuP3222nXrl3oKCIiX9KUfQTfBW4A/mxmfajbV9CBuhJZAMxw9+Xxi5j6Fi1aRFZWls4hJCJJ6ZBF4O4VwO+B38eWjWYC5e7+aZyzpYXS0lLmzp2rKSERSVpN3llsZquAPwI/AM4xsywz+0W8gqWL+++/n7y8PB00JiJJqznHEfwb8H+BcuouLPMBcHk8QqWLuXPnct555xGFS2uKSOpqzvLRve6+0N0fcvfrgLOBTfGLltp2797N0qVLGTZsWOgoIiIH1ZypoX6N77v7RuCMVk+UJqZPn86kSZNCxxAROaTmHFn8f8ysL1AMrKTuAvQfmFlHd/8iLulS1KJFixgwYADHHHNM6CgiIofUnKmhC909G7gamEfdtFAHYIWZrYtTvpRTVVXFX/7yF8aNGxc6iohIkzT71Jfuvg3YBrxcv83MInut4f098sgj3HzzzVolJCIpo9nXLD4Qdy9rjddJdUVFRVRVVXHyySeHjiIi0mStUgRS56GHHuLWW28NHUNEpFlUBK0kPz+f888/n/bt24eOIiLSLCqCVuDuvPTSS1x55ZWho4iINJuKoBU8//zzjB49WjuIRSQlqQgOU3V1NYsXL+b8888PHUVEpEUSXgRmlmFmy81sXuz+M2a23sw+MLPHY2c4TRmPP/44N9xwQ+gYIiItFmJEcCuwttH9Z4BTgNOpO0DtxgCZWqSsrIwtW7YwYMCA0FFERFosoUVgZlnAMOCx+m3u/qrHAO8CWYnMdDgeffRRfvzjH4eOISJyWBI9IpgBTAZq9/9FbEroWuC1Az3RzG4yswIzKygpKYlryKYoKyujtLSU7OzsQz9YRCSJJawIzGw4sMvdl33FQ34PvOXuiw70S3ef6e657p6bDOf3f+KJJ5g4cWLoGCIih63Z5xo6DEOAEWZ2OXVnLu1sZn9y9wlmdg/QDfj3BOZpserqaj788ENdg1hE0kLCRgTunufuWe6eQ90VzvJjJXAj8B1gnLv/y5RRMpo1axZXX3116BgiIq0iGY4j+F/geGCxma0wsymhAx2Mu7N8+XIGDhwYOoqISKtI5NRQA3dfCCyM3Q6SoaUWLFjAd77zndAxRERaTTKMCFLKggULuOSSS0LHEBFpNSqCZigoKGDgwIE6p5CIpBUVQTPMmTOHsWPHho4hItKqVARN9Mknn9C5c2eOOCKlToUkInJIKoImmjVrFtdcc03oGCIirU5F0ERFRUX07t07dAwRkVanImiClStXcvrpp4eOISISFyqCJnjhhRcYNWpU6BgiInGhIjiEqqoq9u3bR8eOHUNHERGJCxXBIbz88suMGDEidAwRkbhRERzCu+++y9lnnx06hohI3KgIDqK4uJju3bvrSGIRSWsqgoN47rnnGDduXOgYIiJxpSI4iD179nDccceFjiEiElcqgq+wc+dOjj/++NAxRETiTkXwFV555RWGDx8eOoaISNypCL5CYWEhffv2DR1DRCTuVAQHUF5eTvv27UPHEBFJCBXBAbz++utcfPHFoWOIiCSEiuAA3nnnHb71rW+FjiEikhAqgv3U1tbi7mRkZISOIiKSECqC/bz33nsMHDgwdAwRkYRREeznb3/7G5deemnoGCIiCaMi2M/nn3/OUUcdFTqGiEjCqAga2bZtGz179gwdQ0QkoVQEjbz66qsMGzYsdAwRkYRKeBGYWYaZLTezebH7vc1siZltMrNZZnZkojPV2759O9nZ2aHeXkQkiBAjgluBtY3u/zfwW3c/EfgE+GGATAC67oCIRFJCi8DMsoBhwGOx+wZcBDwfe8iTwJWJzFSvpKSEzMzMEG8tIhJUokcEM4DJQG3sflfgU3ffF7u/HehxoCea2U1mVmBmBSUlJa0e7J133mHw4MGt/roiIskuYUVgZsOBXe6+rCXPd/eZ7p7r7rndunVr5XSwfPlyzjzzzFZ/XRGRZNc2ge81BBhhZpcD7YHOwP8AR5tZ29ioIAsoTmCmBtXV1bRr1y7EW4uIBJWwEYG757l7lrvnANcA+e4+HngDGBN72HXAS4nKVG/fvn06t5CIRFYyHEdwF3C7mW2ibp/BHxId4IMPPmDAgAGJflsRkaSQyKmhBu6+EFgYu70ZGBQiR73FixczYsSIkBFERIJJhhFBcMXFxfToccDFSiIiaU9FgA4kE5Foi3wR7N69m65du4aOISISTOSLQAeSiUjURb4Ili9fzllnnRU6hohIMJEvgqqqKh1IJiKRFukiqKmpoU2bSP8TiIhEuwh0IJmISMSLYOXKlTrRnIhEXqSLYOvWrfTq1St0DBGRoCJdBNXV1Rx5ZLArY4qIJIVIF4GIiKgIREQiL7JFUFZWRqdOnULHEBEJLrJFUFRURJ8+fULHEBEJLrJFUFhYqCIQESHiRdC3b9/QMUREgotsEZSWltKlS5fQMUREgotsEYiISJ3IFoG7h44gIpIUIlkENTU1ZGRkhI4hIpIUIlkEH374IT179gwdQ0QkKUSyCLRiSETknyJZBJs3b9YxBCIiMZEsguLiYnr06BE6hohIUohkEdTW1uoSlSIiMQn7NDSz9mb2rpm9b2arzey+2PahZvaema0ws7+b2YmJyiQiIokdEVQCF7n7N4Azge+a2WDgUWC8u58JPAv8ZzxD6PgBEZEva5uoN/K6T+Cy2N0jYj8e++kc294F+CieOfbu3UvXrl3j+RYiIiklYUUAYGYZwDLgROARd19iZjcCr5pZOVAKDP6K594E3ASQnZ3d4gxaMSQi8mUJ3WPq7jWxKaAsYJCZDQBuAy539yzgCWD6Vzx3prvnuntut27dWpxBxxCIiHxZkKUz7v4p8AZwGfANd18S+9Us4NvxfO/NmzfTu3fveL6FiEhKSeSqoW5mdnTsdgfgEmAt0MXM+sUeVr8tbioqKujQoUM830JEJKUkch/B14EnY/sJ2gCz3X2emf0ImGNmtcAnwA3xDGFm8Xx5EZGUk8hVQyuBsw6wfS4wN4E5EvVWIiIpIVKH11ZUVNCuXbvQMUREkkqkimDLli3aUSwisp+EHkcQWq9evXSyORGR/USqCLRaSETkX0VqakhERP6VikBEJOJUBCIiEaciEBGJOBWBiEjEqQhERCJORSAiEnEqAhGRiLNUPAmbmZUAW5v48ExgdxzjHA5laxllaxlla5l0ytbL3f/lyl4pWQTNYWYF7p4bOseBKFvLKFvLKFvLRCGbpoZERCJORSAiEnFRKIKZoQMchLK1jLK1jLK1TNpnS/t9BCIicnBRGBGIiMhBqAhERCIurYvAzL5rZuvNbJOZ3R06Tz0ze9zMdpnZB6Gz7M/MeprZG2a2xsxWm9mtoTPVM7P2Zvaumb0fy3Zf6Ez7M7MMM1tuZvNCZ2nMzLaY2SozW2FmBaHzNGZmR5vZ82a2zszWmtk5oTMBmNnJsX+v+p9SM/tZ6Fz1zOy22N/BB2b2ZzNr3+LXStd9BGaWAWwALgG2A0uBce6+JmgwwMzOB8qAp9x9QOg8jZnZ14Gvu/t7ZvY1YBlwZZL8uxnQyd3LzOwI4O/Are7+TuBoDczsdiAX6Ozuw0PnqWdmW4Bcd0+6A6PM7Elgkbs/ZmZHAh3d/dPAsb4k9nlSDHzL3Zt6MGs88/Sg7v9/f3cvN7PZwKvu/seWvF46jwgGAZvcfbO7VwHPASMDZwLA3d8C9obOcSDuvsPd34vd/gxYCyTFhZ69Tlns7hGxn6T5JmNmWcAw4LHQWVKFmXUBzgf+AODuVclWAjFDgcJkKIFG2gIdzKwt0BH4qKUvlM5F0AP4sNH97STJB1qqMLMc4CxgSeAoDWJTLyuAXcD/c/ekyQbMACYDtYFzHIgDC8xsmZndFDpMI72BEuCJ2JTaY2bWKXSoA7gG+HPoEPXcvRiYBmwDdgD/cPcFLX29dC4COQxmdhQwB/iZu5eGzlPP3Wvc/UwgCxhkZkkxtWZmw4Fd7r4sdJavcK67fxO4DLg5Nj2ZDNoC3wQedfezgM+BpNmfBxCbrhoB/CV0lnpmdgx1Mxy9ge5AJzOb0NLXS+ciKAZ6NrqfFdsmhxCbf58DPOPuL4TOcyCx6YM3gO8GjlJvCDAiNhf/HHCRmf0pbKR/in2DxN13AXOpmzpNBtuB7Y1Gds9TVwzJ5DLgPXf/OHSQRi4Gity9xN2rgReAb7f0xdK5CJYCJ5lZ71ijXwP8NXCmpBfbIfsHYK27Tw+dpzEz62ZmR8dud6BuIcC6oKFi3D3P3bPcPYe6/2v57t7ib2itycw6xXb8E5t2uRRIihVr7r4T+NDMTo5tGgoEX5iwn3Ek0bRQzDZgsJl1jP3NDqVuf16LtG21WEnG3feZ2X8AfwMygMfdfXXgWACY2Z+BC4BMM9sO3OPufwibqsEQ4FpgVWwuHuDn7v5quEgNvg48GVvB0QaY7e5JtUwzSR0PzK37vKAt8Ky7vxY20pfcAjwT+8K2GZgYOE+DWHFeAvx76CyNufsSM3seeA/YByznME43kbbLR0VEpGnSeWpIRESaQEUgIhJxKgIRkYhTEYiIRJyKQEQk4lQEIiIRpyIQEYk4FYFIKzCz/Ebnra8ws6tCZxJpKh1QJtKKzOzHwIXUXfuiJnQekaZI21NMiCSamf2AuhOUjVYJSCpREYi0AjMbC4wHRsbOBimSMlQEIocpdi2CnwDD3b0idB6R5tI+ApHDZGZ7qLv06OexTQ8n0dlkRQ5JRSAiEnFaPioiEnEqAhGRiFMRiIhEnIpARCTiVAQiIhGnIhARiTgVgYhIxP1/XekSID3OySUAAAAASUVORK5CYII=\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "pl.plot(zs, mus, c='k', lw=0.5)\n", + "\n", + "pl.xlabel('$z$')\n", + "pl.ylabel(r'$\\mu(z)$')" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "d8f816ee", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, '$\\\\theta(z)$')" + ] + }, + "execution_count": 21, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "pl.plot(zs, ts, c='k', lw=0.5)\n", + "\n", + "pl.xlabel('$z$')\n", + "pl.ylabel(r'$\\theta(z)$')" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "id": "6ac6dd09", + "metadata": {}, + "outputs": [], + "source": [ + "ts = theta(zs, rest_gmr_0p1, rest_gmr_0p0, thetaz=thetaz, dr=dr, absolute=False)" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "id": "20f65ed4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, '$\\\\Delta \\\\theta(z)$')" + ] + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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" + ], + "text/plain": [ + "\n", + " uberID RAcen Deccen RAmax Decmax RAGAIA DecGAIA ... mask starmask uberclass CATAID SC Z NQ \n", + " deg deg deg deg deg deg ... \n", + " int64 float64 float64 float64 float64 float64 float64 ... bool bool int16 int32 int16 float32 int16\n", + "--------------- ------------------ ------------------- ------------------ ------------------- ------------------ ------------------- ... ----- -------- --------- ------- ----- ------- -----\n", + "128980003711188 129.579930278292 -1.02978043903405 129.579932683367 -1.02978364542057 129.579917127811 -1.0298019787539 ... False False 1 3600151 8 0.08185 4\n", + "128980004608892 129.579120957998 -1.24600373591109 129.57914237232902 -1.24597052992676 129.579126816773 -1.2459888632601 ... False False 1 3874273 7 0.30551 4\n", + "128980005210530 129.578549016984 -1.09171591981672 129.578536525687 -1.09173876283465 129.578520970131 -1.09175709616798 ... False False 1 3600249 8 0.28994 4\n", + "128980005309861 129.578474121309 -1.15473342154572 129.57845900453998 -1.1547303401663502 129.578443448984 -1.15474867349968 ... False False 1 3600327 7 0.27092 4\n", + "128980008210800 129.575720096756 -1.06631358121717 129.575704683096 -1.0663169612792 129.57568912754 -1.06633529461253 ... False False 1 3600321 7 0.29026 4\n", + "128980010904698 129.573345236022 -1.64089831648027 129.573312590008 -1.64088511115221 129.573297034452 -1.64090344448555 ... False False 1 3852737 8 0.27072 4\n", + "128980017205121 129.56735542411502 -1.60105099145147 129.567367933367 -1.60105643419209 129.567352377812 -1.60107476752542 ... False False 1 3576027 8 0.07561 4\n", + "128980020703986 129.564072349198 -1.7079665659065 129.56409869331998 -1.70793052230259 129.564083137764 -1.70794885563593 ... False False 1 3852727 8 0.32838 4\n", + "128980021408151 129.563301477484 -1.31574396043543 129.563338320765 -1.3157470574238002 129.563322765209 -1.3157653907571398 ... False False 1 3874415 8 0.20977 4\n", + "128980023507290 129.561379633397 -1.3967777187698 129.561381298784 -1.39682058790899 129.561365743228 -1.39683892124232 ... False False 1 3874371 8 0.05738 4\n", + "128980025104677 129.559978566609 -1.64290378975321 129.559937292174 -1.64286629098684 129.559921736618 -1.64288462432017 ... False False 1 3852720 8 0.26961 4\n", + " ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...\n", + "350701178803936 350.189366394709 -30.4112652873448 350.189320727896 -30.4113007350342 350.18935211678496 -30.4113379572564 ... False False 1 5349774 8 0.35783 4\n", + "350701179605572 350.189336539609 -30.257272965191497 350.189404830488 -30.257249701714 350.189436219377 -30.2572869239362 ... False False 1 5350362 8 0.15605 4\n", + "350701186907568 350.18266516825105 -30.0692281352091 350.182626668458 -30.0692670615957 350.18265805734706 -30.069304283818003 ... False False 1 5351071 8 0.13776 4\n", + "350701189303317 350.17750372659697 -30.4695301926801 350.177487692003 -30.4695315893834 350.177519080892 -30.4695688116056 ... False False 1 5349532 8 0.15517 4\n", + "350701192001925 350.173719681 -30.6005272618788 350.173701985346 -30.6005851899189 350.173733374235 -30.600622412141103 ... False False 1 5348952 8 0.20448 4\n", + "350701194207482 350.17464655085803 -30.077341948751 350.174632979888 -30.077327523969696 350.17466436877703 -30.077364746191897 ... False False 1 5351042 8 0.20022 4\n", + "350701200401914 350.164514280808 -30.6015062263738 350.164506669162 -30.6015765754515 350.164538058051 -30.601613797673696 ... False False 1 5348929 8 0.20451 4\n", + "350701211105453 350.155003224714 -30.268310945609 350.154994349394 -30.2682910614393 350.15502573828303 -30.2683282836615 ... False False 1 5350314 8 0.3725 4\n", + "350701212604914 350.15304168815203 -30.319001163504897 350.15302530196 -30.3190354971646 350.153056690849 -30.319072719386803 ... False False 1 5350126 8 0.08021 4\n", + "350701223301873 350.139454856064 -30.6053286084075 350.139430680246 -30.6053128158432 350.139462069135 -30.6053500380654 ... False False 1 5348928 8 0.16611 4\n", + "350701224008170 350.142611946792 -30.0124003459761 350.14264055766296 -30.0123881379908 350.142671946552 -30.012425360213 ... False False 1 5351308 7 0.21479 4" + ] + }, + "execution_count": 8, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "sci = Table.read('/cosma/home/durham/dc-wils7/data/gkvScienceCatv02.fits')\n", + "sci = sci[sci['SC'] >= 7] # r_KIDS < 19.65\n", + "sci = sci[sci['NQ'] >= 3]\n", + "sci.sort('uberID')\n", + "sci" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "c8aa6c9b", + "metadata": {}, + "outputs": [], + "source": [ + "sci = join(sci, photoz, join_type='left', keys='uberID')" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "95fc6269", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'DEC [deg.]')" + ] + }, + "execution_count": 10, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", 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" + ], + "text/plain": [ + "\n", + " uberID RAcen Deccen RAmax Decmax RAGAIA DecGAIA ... u68 l95 u95 l99 u99 odds Qz \n", + " deg deg deg deg deg deg ... \n", + " int64 float64 float64 float64 float64 float64 float64 ... float32 float32 float32 float32 float32 float32 float32 \n", + "--------------- ------------------ ------------------- ------------------ ------------------- ------------------ ------------------- ... ------- ------- ------- ------- ------- ------- ---------\n", + "129980010706612 130.573457870055 -1.46073275858253 130.573453744232 -1.4606593753345 130.573438188676 -1.46067770866783 ... 0.089 0.033 0.109 0.022 0.129 1.0 0.335094\n", + "129980012101904 130.572335913085 -1.904034100009 130.572251053251 -1.90396757029708 130.572235497696 -1.90398590363042 ... 0.33 0.177 0.368 0.13 0.402 1.0 0.202016\n", + "129980013906596 130.570437593072 -1.4621662217851 130.570440125174 -1.46216673335473 130.57042456961798 -1.46218506668807 ... 0.209 0.117 0.247 0.093 0.284 1.0 0.154045\n", + "129980016503869 130.568029113111 -1.7189416175192902 130.568057899456 -1.7189461633688798 130.568042343901 -1.71896449670221 ... 0.26 0.172 0.299 0.149 0.351 1.0 0.0939068\n", + "129980020901415 130.563952112883 -1.95000557769885 130.56397270026002 -1.9500130095554 130.563957144704 -1.95003134288873 ... 0.335 0.25 0.389 0.207 0.437 1.0 0.121235\n", + "129980024708199 130.560252312335 -1.3111892870005 130.560229158874 -1.31122802097319 130.560213603319 -1.31124635430652 ... 0.112 0.039 0.138 0.011 0.175 1.0 0.124876\n", + "129980030802902 130.554596114951 -1.80999920052745 130.554610476588 -1.81000306193312 130.554594921033 -1.81002139526645 ... 0.276 0.133 0.313 0.112 0.339 1.0 0.127374\n", + "129980030804519 130.554586705497 -1.65774270024547 130.554571880373 -1.6577453214777902 130.554556324818 -1.65776365481113 ... 0.207 0.05 0.229 0.029 0.332 1.0 0.439271\n", + "129980034302756 130.551330828693 -1.82377490420165 130.551316817699 -1.82375134283324 130.551301262144 -1.8237696761665705 ... 0.242 0.128 0.287 0.076 0.352 1.0 0.11902\n", + "129980040002824 130.545985897815 -1.81735011394807 130.545945577468 -1.81735013617257 130.545930021912 -1.8173684695059 ... 0.263 0.122 0.304 0.103 0.326 1.0 0.146645\n", + "129980045303982 130.54097584712798 -1.70832539984138 130.540925797737 -1.70831382463184 130.540910242182 -1.7083321579651698 ... 0.314 0.17 0.347 0.12 0.389 1.0 0.250228\n", + " ... ... ... ... ... ... ... ... ... ... ... ... ... ... ...\n", + "134011230601995 133.424439231628 1.10440116391418 133.424473629692 1.10445057415472 133.424458074137 1.1044322408213898 ... 0.25 0.118 0.298 0.097 0.326 1.0 0.176537\n", + "134011231701415 133.423468436558 1.04986169128025 133.423452121181 1.04983945074772 133.423436565625 1.04982111741439 ... 0.226 0.134 0.253 0.117 0.274 1.0 0.0878811\n", + "134011232803591 133.42240176830902 1.2546742373393402 133.42236217078698 1.25472774930054 133.422346615231 1.25470941596721 ... 0.275 0.185 0.294 0.124 0.33 1.0 0.452255\n", + "134011233007526 133.422036677355 1.62526959209489 133.422075958882 1.62525299677434 133.422060403326 1.6252346634410102 ... 0.322 0.164 0.35 0.14 0.373 1.0 0.171144\n", + "134011235607078 133.41960289470302 1.58299311866398 133.419638085819 1.5830679337985802 133.419622530264 1.58304960046525 ... 0.264 0.137 0.294 0.113 0.308 1.0 0.229653\n", + "134021052700113 133.991829548866 1.92721638602466 133.991866398877 1.9272485477151904 133.991850843321 1.9272302143818605 ... 0.397 0.298 0.416 0.261 0.461 1.0 0.521701\n", + "134021068800368 133.976729193804 1.95123858888814 133.97669079858298 1.95125439305266 133.97667524302798 1.95123605971933 ... 4.247 0.441 4.264 0.405 4.266 0.974 15.4892\n", + "134021074900416 133.970930613981 1.9557769204763893 133.970942403459 1.95577240044756 133.970926847904 1.9557540671142304 ... 0.201 0.069 0.218 0.035 0.23 1.0 0.111294\n", + "134021089400555 133.957285128695 1.96881598542518 133.957277270811 1.96885647885092 133.957261715255 1.96883814551759 ... 0.339 0.251 0.367 0.188 0.393 1.0 0.381354\n", + "134021090600180 133.95620488479602 1.93356256417152 133.956158657584 1.93354797870015 133.956143102028 1.93352964536681 ... 0.254 0.146 0.292 0.119 0.338 1.0 0.123393\n", + "134021175100539 133.87649527789 1.96733295656401 133.876538587728 1.96732663001369 133.876523032173 1.96730829668036 ... 0.162 0.052 0.173 0.021 0.185 1.0 0.318314" + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "isin = (sci['Deccen'] > -2.0)\n", + "isin &= (sci['Deccen'] < 2.0)\n", + "isin &= (sci['RAcen'] > 130.)\n", + "isin &= (sci['RAcen'] < 134.)\n", + "\n", + "sci = sci[isin]\n", + "sci" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "f29210e7", + "metadata": {}, + "outputs": [], + "source": [ + "c = SkyCoord(ra=sci['RAcen'], dec=sci['Deccen'])" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "ae04e1c6", + "metadata": {}, + "outputs": [], + "source": [ + "uids, cnts = np.unique(sci['uberID'].data, return_counts=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "14158ecd", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "0.0\n", + "0.7841907151819323\n", + "1.5683814303638646\n", + "2.3525721455457966\n", + "3.136762860727729\n", + "3.920953575909661\n", + "4.705144291091593\n", + "5.489335006273525\n", + "6.273525721455458\n", + "7.05771643663739\n", + "7.841907151819322\n", + "8.626097867001254\n", + "9.410288582183187\n", + "10.194479297365119\n", + "10.97867001254705\n", + "11.762860727728985\n", + "12.547051442910917\n", + "13.331242158092849\n", + "14.11543287327478\n", + "14.899623588456713\n", + "15.683814303638645\n", + "16.468005018820577\n", + "17.25219573400251\n", + "18.03638644918444\n", + "18.820577164366373\n", + "19.604767879548305\n", + "20.388958594730237\n", + "21.17314930991217\n", + "21.9573400250941\n", + 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To silence this warning, use `int` by itself. Doing this will not modify any behavior and is safe. When replacing `np.int`, you may wish to use e.g. `np.int64` or `np.int32` to specify the precision. If you wish to review your current use, check the release note link for additional information.\n", + "Deprecated in NumPy 1.20; for more details and guidance: https://numpy.org/devdocs/release/1.20.0-notes.html#deprecations\n", + " dt = np.dtype([('uberID', np.int), ('Separation', np.float64)])\n" + ] + } + ], + "source": [ + "nneighbour = 25000\n", + "\n", + "neighbours = []\n", + "\n", + "for i, uid in enumerate(uids):\n", + " # Centering point\n", + " catalog = SkyCoord(ra=[sci['RAcen'][i] * u.deg], dec=[sci['Deccen'][i] * u.deg])\n", + "\n", + " idxc, idxcatalog, d2d, d3d = catalog.search_around_sky(c, 10. * u.arcmin)\n", + "\n", + " matches = c[idxc][d2d > 2. * u.arcsec]\n", + " ids = sci['uberID'][idxc][d2d > 2. * u.arcsec]\n", + " zs = sci['Z'][idxc][d2d > 2. * u.arcsec]\n", + "\n", + " d2d = d2d[d2d > 2. * u.arcsec]\n", + " \n", + " idxs = np.argsort(d2d)\n", + " idx = idxs[0]\n", + " \n", + " neighbor = matches[idx]\n", + " uberID = ids[idx]\n", + " separation = d2d[idx].arcsec\n", + " zz = zs[idx]\n", + " \n", + " zbias = np.abs(sci['Z'][i] - zz)\n", + " \n", + " # print(sci['uberID'][i], uberID, separation)\n", + " \n", + " neighbours.append([sci['uberID'][i], sci['Z'][i], uberID, zz, separation, zbias])\n", + " \n", + " if i > nneighbour:\n", + " break\n", + " \n", + " else:\n", + " if (i % 100) == 0:\n", + " print(100. * i / len(uids))\n", + " \n", + "dt = np.dtype([('uberID', np.int), ('Separation', np.float64)])\n", + " \n", + "neighbours = np.array(neighbours)\n", + "neighbours = Table(neighbours, names=['uberID', 'Z', 'match_uberID', 'match_Z', 'separation', 'zbias'])" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "id": "e30ccf75", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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...........................
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" + ], + "text/plain": [ + "\n", + " uberID Z match_uberID match_Z separation zbias zpbias z_peak zp_zn \n", + " float64 float64 float64 float64 float64 float64 float64 float32 float64 \n", + "----------------- ------------------- ----------------- ------------------- ------------------ --------------------- --------------------- ---------- ---------------------\n", + "129980010706612.0 0.08218000084161758 129980013906596.0 0.18483999371528625 12.032272928575031 0.10265999287366867 0.016493767499923706 0.06568623 0.11915376037359238\n", + "129980012101904.0 0.26170000433921814 130981103002033.0 0.2609899938106537 109.30635676102735 0.0007100105285644531 0.029726684093475342 0.2914267 0.030436694622039795\n", + "129980013906596.0 0.18483999371528625 129980010706612.0 0.08218000084161758 12.032272928575052 0.10265999287366867 0.0024166852235794067 0.18725668 0.10507667809724808\n", + "129980016503869.0 0.2690800130367279 130981085703835.0 0.268559992313385 28.531166722889907 0.0005200207233428955 0.0385931134223938 0.2304869 0.0380730926990509\n", + "129980020901415.0 0.35095998644828796 130981083401380.0 0.3513999879360199 12.683192085287773 0.0004400014877319336 0.04891517758369446 0.3020448 0.04935517907142639\n", + "129980024708199.0 0.10786999762058258 130981108808610.0 0.2097799926996231 158.41583364024495 0.10190999507904053 0.02108420431613922 0.08678579 0.12299419939517975\n", + "129980030802902.0 0.20952999591827393 130981097402907.0 0.21100999414920807 17.532297845418626 0.001479998230934143 0.0007174462080001831 0.21024744 0.00076255202293396\n", + "129980030804519.0 0.18501999974250793 130981115804750.0 0.2709699869155884 111.61566141177248 0.08594998717308044 0.02915823459625244 0.15586177 0.11510822176933289\n", + "129980034302756.0 0.21059000492095947 129980040002824.0 0.20994000136852264 30.08044663501943 0.0006500035524368286 0.004389733076095581 0.20620027 0.0037397295236587524\n", + "129980040002824.0 0.20994000136852264 129980034302756.0 0.21059000492095947 30.080446635019747 0.0006500035524368286 0.0029471516609191895 0.20699285 0.003597155213356018\n", + "129980045303982.0 0.269540011882782 130981123104114.0 0.08609999716281891 71.00983011526861 0.18344001471996307 0.002506732940673828 0.26703328 0.18093328177928925\n", + " ... ... ... ... ... ... ... ... ...\n", + "134011229601747.0 0.25488001108169556 133000171912359.0 0.10802000015974045 14.033495381423212 0.1468600034713745 0.006220191717147827 0.2611002 0.15308020263910294\n", + "134011230601995.0 0.1871899962425232 134011209201987.0 0.27109000086784363 72.80789024313 0.08390000462532043 0.015598282217979431 0.20278828 0.068301722407341\n", + "134011231701415.0 0.19739000499248505 133010177601428.0 0.2712100148200989 26.448912246323502 0.07382000982761383 0.005442336201667786 0.19194767 0.07926234602928162\n", + "134011232803591.0 0.29339998960494995 133010192703555.0 0.19437000155448914 74.83854358148582 0.09902998805046082 0.052613601088523865 0.24078639 0.04641638696193695\n", + "134011233007526.0 0.27557000517845154 133010183507598.0 0.30055001378059387 47.51608810607971 0.024980008602142334 0.02821202576160431 0.24735798 0.05319203436374664\n", + "134011235607078.0 0.20173999667167664 133010173906870.0 0.04091000184416771 69.96692078252866 0.16082999110221863 0.0018659085035324097 0.19987409 0.15896408632397652\n", + "134021052700113.0 0.42114999890327454 134010644810714.0 0.19619999825954437 56.33499477260089 0.22495000064373016 0.056701481342315674 0.36444852 0.1682485193014145\n", + "134021068800368.0 0.28123000264167786 134021074900416.0 0.15418000519275665 26.498765902507795 0.1270499974489212 3.9105696380138397 4.1917996 4.037619635462761\n", + "134021074900416.0 0.15418000519275665 134021068800368.0 0.28123000264167786 26.498765902507415 0.1270499974489212 0.013124004006385803 0.141056 0.140174001455307\n", + "134021089400555.0 0.29249998927116394 134010661511253.0 0.2943899929523468 29.36241391643673 0.0018900036811828613 0.019425630569458008 0.31192562 0.017535626888275146\n", + "134021090600180.0 0.2818000018596649 134010644810714.0 0.19619999825954437 77.78197342190559 0.08560000360012054 0.057409852743148804 0.22439015 0.02819015085697174\n", + "134021175100539.0 0.17152999341487885 134010744910928.0 0.17122000455856323 80.12698689011745 0.0003099888563156128 0.03522920608520508 0.13630079 0.034919217228889465" + ] + }, + "execution_count": 29, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "neighbours = join(neighbours, sci['uberID', 'z_peak'], join_type='left', keys='uberID')\n", + "neighbours['zpbias'] = np.abs(neighbours['Z'] - neighbours['z_peak'])\n", + "neighbours['zp_zn'] = np.abs(neighbours['match_Z'] - neighbours['z_peak'])\n", + "neighbours" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "id": "bd49f311", + "metadata": {}, + "outputs": [], + "source": [ + "points = [[xx['RAcen'], xx['Deccen']] for xx in sci]" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "id": "878242f8", + "metadata": {}, + "outputs": [], + "source": [ + "vor = Voronoi(points)" + ] + }, + { + "cell_type": "code", + "execution_count": 33, + "id": "de2a8bef", + "metadata": {}, + "outputs": [], + "source": [ + "# fig = voronoi_plot_2d(vor)" + ] + }, + { + "cell_type": "code", + "execution_count": 34, + "id": "cc01631a", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_162075/1289132122.py:11: RuntimeWarning: divide by zero encountered in double_scalars\n", + " inv_areas[isin] = 1. / AA\n" + ] + } + ], + "source": [ + "inv_areas = -99. * np.ones(len(points))\n", + "\n", + "for i, region in enumerate(vor.regions):\n", + " xx = vor.vertices[region][:,0]\n", + " yy = vor.vertices[region][:,1]\n", + " \n", + " AA = PolyArea(xx,yy)\n", + " \n", + " isin = (vor.point_region == i)\n", + " \n", + " inv_areas[isin] = 1. / AA\n", + " \n", + " # print('{:d}\\t{:.6f}'.format(i, AA))" + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "id": "bec954b5", + "metadata": {}, + "outputs": [], + "source": [ + "neighbours['density'] = inv_areas" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "id": "82ba16f4", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, 'Inv. Voronoi area')" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "_ = pl.hist(inv_areas, bins=np.arange(0.0, 2.e4, 1.e2), histtype='step')\n", + "\n", + "pl.axvline(1000, c='k', lw=0.5)\n", + "pl.xlabel('Inv. Voronoi area')" + ] + }, + { + "cell_type": "code", + "execution_count": 72, + "id": "3f98f13e", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0, 0.5, 'Neighbour $z$')" + ] + }, + "execution_count": 72, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1,1,figsize=(5,5))\n", + "\n", + "isin = neighbours['separation'] > 0.\n", + "\n", + "ax.plot(neighbours['Z'][isin], neighbours['match_Z'][isin], marker='.', lw=0.0, markersize=2, c='k', alpha=1.)\n", + "\n", + "ax.set_xlim(0.0, 0.5)\n", + "ax.set_ylim(0.0, 0.5)\n", + "\n", + "ax.set_xlabel('$z$')\n", + "ax.set_ylabel('Neighbour $z$')" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "id": "446e7284", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(-2.0, 2.0)" + ] + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1,1, figsize=(15,15))\n", + "'''\n", + "for ii, ridge in enumerate(vor.ridge_vertices):\n", + " ax.plot(vor.vertices[ridge][:,0], vor.vertices[ridge][:,1], c='k', lw=0.5)\n", + "'''\n", + "sc = ax.scatter(np.array(points)[:,0],\\\n", + " np.array(points)[:,1],\\\n", + " c=inv_areas,\\\n", + " marker='.',\\\n", + " lw=0.0,\\\n", + " s=20,\\\n", + " vmin=0.0,\\\n", + " vmax=5.e3)\n", + "\n", + "pl.colorbar(sc, label='Voronoi inverse area')\n", + "\n", + "pl.xlim(130., 134.)\n", + "pl.ylim(-2., 2.)" + ] + }, + { + "cell_type": "code", + "execution_count": 131, + "id": "d6e56fb0", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Text(0.5, 0, '$\\\\Delta z$')" + ] + }, + "execution_count": 131, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "bins = np.arange(0.0, 0.5, 1.e-4)\n", + "_ = pl.hist(neighbours['zbias'], bins=bins, histtype='step')\n", + "\n", + "pl.title('{:.3f}\\%'.format(np.mean(neighbours['zbias'] < 0.01), 0.01))\n", + "\n", + "pl.axvline(0.01, c='k', lw=0.5)\n", + "\n", + "pl.xscale('log')\n", + "pl.xlabel(r'$\\Delta z$')" + ] + }, + { + "cell_type": "code", + "execution_count": 135, + "id": "e26ba026", + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "/tmp/ipykernel_162075/1031388817.py:5: RuntimeWarning: divide by zero encountered in log10\n", + " c=np.log10(neighbours['zbias']),\\\n" + ] + }, + { + "data": { + "text/plain": [ + "(-2.0, 2.0)" + ] + }, + "execution_count": 135, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1,1, figsize=(15,15))\n", + "\n", + "sc = ax.scatter(np.array(points)[:,0],\\\n", + " np.array(points)[:,1],\\\n", + " c=np.log10(neighbours['zbias']),\\\n", + " marker='.',\\\n", + " lw=0.0,\\\n", + " s=20,\\\n", + " vmin=-4.,\\\n", + " vmax=0.,\\\n", + " cmap='RdBu_r')\n", + "\n", + "pl.colorbar(sc, label=r'$\\Delta z_n$')\n", + "\n", + "pl.xlim(130., 134.)\n", + "pl.ylim(-2., 2.)" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "id": "a8f84fba", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1,1,figsize=(10,10))\n", + "isin = neighbours['separation'] > 0.\n", + "\n", + "sc = ax.scatter(neighbours['zbias'][isin],\\\n", + " inv_areas[isin],\\\n", + " marker='.',\\\n", + " lw=0.0,\\\n", + " s=12,\\\n", + " c='k',\\\n", + " alpha=0.1,\\\n", + " vmin=0.,\\\n", + " vmax=5.e3)\n", + "\n", + "ax.set_xlim(-0.025, 5.e-1)\n", + "ax.set_ylim(100., 4.e4)\n", + "\n", + "ax.set_xlabel(r'$\\Delta z$')\n", + "ax.set_ylabel('Inv. Voronoi area')\n", + "\n", + "# ax.set_xscale('log')\n", + "ax.set_yscale('log')" + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "id": "3881240d", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
Table length=12752\n", + "
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uberIDZmatch_uberIDmatch_Zseparationzbiaszpbiasz_peakzp_zndensity
float64float64float64float64float64float64float64float32float64float64
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"neighbours" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "id": "b9ce84a6", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 122, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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N+UGMioiIiIiPa1vFIuvwd9n36Bk9GmHaKK+uubLnw0GOioiIKDSxGbKymOS1gl4TiRk9X1A7DCIiIqIWmOQRERFR8LFRseJYN6U2b1dpAaw2m9phEBERhRQmedTmPfzXYmRXlKodBhERuSFhb4asxAfZ8XGtQkpNhSg25qN/7HC1Q2l3Fp9/g9ohEBERhZyQSPKEELMBZAFIAgAp5TwvzgeAcQA2Simfb/TedAAZAOYDKAUwC8B8KWVWEEL3WrExH5lVu5nkERFRh8U5ecpSPckTQsyBPVGbX/9aCDG9/rWT8+dKKW9t9HqzEAKNEr0kAHMcHwYAt6id4AFA/9jhTPCIiIhIMaEwJ29Ws4RuKYBbnZ0ohEiAPXFrbK6T8xMB9JFSJrpKFomIiEg59duaKfFBdqomeUKI0U4OlwKY4uKSJACzhRAZzY43eS2lNIRC9Y6IiIhILWo/rk2CPalrzADYq3ZSSkPjN6SUWUKIMc0SuKkAljU+TwgxyzFuEoCExnP2iIiISB2ssilL7SQvwcmx+qQvCS0fzUJKuaX+vx2Pb6cAGNPolGUASusTRCHEXCHErOaLORyJ4CwASE9P9zd+IiIiopCk9pw8Axwrahupf+1N47NvAZzRuLInpcxqVgFcCuCR5hdKKedJKcdKKcempqb6FDQRERH5RkKZ+XisFh6ndpJXipbVvATAPq/O3YWOVbmPNK/sCSGko8JXz4Bmc/ZCWZVpn9ohEBERUTugapLnSNAMzQ4nodkcu+YcvfCW1id4zRZwPNIsQcwAsAVtgNVWix0FN8NsLVc7FCIiooDjjhfKUruSBwDzHElbvamwt0UBAAghMhq/L4SYAnsiuMlRucsAcDngsvo3A8CzvgZVYsxBVpWyuaFWE4nxPVZDr41X9L5ERETU/qi98AJSykeEELMb7VSR2ay33RTYE7X5jsewSx3H5zY6p/H58xw7YhgA9AEw159eeeXmQhTWZSEjxlmXFyIiIqLQpnqSBwDuWpw4VsXOc/y3AXBfh3Wc0+qWKRkxY5ARM8bziUREROSZZAsVpYXC41oiCnHSuBLSvEftMIiIyAdM8ojIM0suYCtWO4qQUVdrwj3T30BVRa3aoRC1GdzWTHlM8ojIIxF9DUT4RLXDCBkRkWG44YFpiI6NUDuUoDi05yjuPu0ptcMgolYKiTl5RERtzaiT+6odQtD06NcZ975+vdphUDvEKpuyWMkjIlKBlBIFR0rUDsMprU6LviN6qh0GEbUSkzwiIhUc2nMU/7j8dbXDIFIMtzVTHpM8IiIV9B7cHe+v5bw3IgoezskjIiIiRUhW2RTFSh4RtVpVtRElZdVqh0FERI0wyQsx1ZZa3LV5DmqtRrVDIfLaLyt34YNv16gdBhGFOBuEIh9kx8e1ISZaF4lZfS5BpDZc7VCIvDbjXO7xTEQUapjkhaDhCf3UDoGIiCigJPeuVRwf1xIRERG1Q6zkERERkSK4ulZZrOQRUZtQW2vC/15dAovFqnYoRERtAit5RNQmaDUaJCZGQQhWAij49mcVoH9GJ7XDoCASQswGkAUgCQCklPO8OB8AxgHYKKV8vjXjKYGVPCJqE8LCdbjmuonQavlji4LLbLbiX899jzIDez8GVuhsayaEmAMgS0o535GM9RFCTHdz/lwp5fOOjxkALm+U9Pk8nlL405KIiKgRvV6Lr+fNQmJCtNqhUPDMklLOb/R6KYBbnZ0ohEgAYGh2eG6z870eT0lM8oiIiEgRUgpFPtwRQjhr7FkKYIqLS5IAzBZCZDQ7nuHneIphkkdEREQdSRLsSVhjBqChateElDILwBjH/683FcAyf8ZTEhdeEFGbJqUVqJ0PRE6HEFq1wyEiFyRCphlygpNj9UlaElo+moWUckv9fzsStykAxvg7nlJYyQuAFYWrcaQmV+0wPCqsrYRNSrXDIAosaYQ0/gXArHYkRBQ6UoQQmxp9zGr0ngGOFbCN1L9uXpFz5lsAZzSq7LV2vKBhkhcAVptV9eTJYrNiZf4et+fctvYLbCo5rFBERMoQmihoEl+HEBFqh0JE7kj71mZKfAAollKObfTRuJ1JKVpW3xIAQEppcPcpOFbRPtK4stea8YKNSV4ATO08Cb2ie6gaQ7m5Fp9mr4VV2lyeM3/yLJyQ0ku5oIiCoKigApIVaSLykyNBMzQ7nITjc+yccrREWVqf4NUvuPB3PCUwyWsnksNj8P74G6EVrv9JNWwiS+3AI3d9igN78tQOg4j8YINQ5MML85r1sZsKe1sUAIAQIqPx+0KIKbAnbpuEEAmOlbaXezueWrjwgojalPe/uYO7XhBRq0gpHxFCzHYkZhkAMpv1uZsCYAaA+Y6FFksdxxsnbg3nezGeKpjkEVGbwgSPqG2SgMcedkpqvi1Zs/fmAZjn+G8D4Lk86G48tfBxrQuV5kosPLoAleaKVo0zN/M7fH90VYCiIiIiIvIOkzwXhBAoNxkwZ9+zrRrnku6nY3LaGM8nEhERtWuhs3dtR8HHtS7E6GJwfe+bYLFZWjVOanhCYAIiIiIi8gEreR7oNMyDiQBASiNk9Wdqh0FEbZiCffIITPKIyFuyFtL8t30bMSIiCnksUxGRV4QmASLhRbXDICIiLzHJIyIiIkWEUguVjoCPa4mIiIjaISZ5RCHIarMh82ix2mEQEQWMfVGEUOSD7JjkEYWg7LxSPD5vsdphEBFRG8Y5eV7aWLoDXSPT0C2yk9qhUAfQt1sKvnpqptphEBEFFBsVK4uVPC8dqTmGMlO52mGQw+Ld+1BaU6t2GERERCGLlTwvXdr9LLVD8Nv3h3ai3FSHmf3Hqh1KwGw4kot+qclIiopUOxQiIvISGxUri0leBzAwIQ21VrPaYQTUk9POUDsEIiKikMYkz4UKcxUqLdXtYg7egIQ0tUMgIiLiyleFcU6eC1sNu7A473e1wyAiIiLyCyt5LpyWeiJOSz1R7TCIiIjaBQn2sFMaK3lERERE7RCTPFKdlHUoKjgFNmuJ2qEQEVEQSYU+yI5JHqlOiAjEJ74OjTZZ7VCIiIjaDc7Jo5AQFjZa7RCIiCiYJFfXKo2VPCIiIqJ2iEkeERERUTvEJC+Ivsv9Dt/mfKt2GNQGSFsVpK1a7TA6jOzduVg0b7naYRB1PFx5oSjOyQuiaZ2nqR1Cm2Sz1UCjiVI7DEXJqv8BIhoi9h61Q+kQtDotwsL1aodBRBRUTPKCKErXsRKVQKgz/glD+VPonLZU7VAUJWIfVTuEDiW9fxek9++idhhEHQ4XXiiLSR6FlIjwU5CWMl/tMBQnBH/wERFRYDHJo5Cj0cSrHQIREQWB5Hw5RXHhBREREVE7xEoeERERBZ0E5+QpjZU8Ih+t3X0YZotV7TCIiIjcYpJH5KMPl2xAQVml2mEQEbUtEoAUynwQAD6uJfLZvPtnqB0CufHd28tgMVtx2T1nqR0KEZGqmOQRUbsy4dyRsNm4hI8oFHF1rbKY5BFRu9IpPUXtEIiIQgKTPCIiIlIGK3mK4sILIiIionaIlTwKaV9u2IZOsTE4fVAftUMhIqJWEeyTp7CQqOQJIWYLIaYLIWYJIWZ5ef5sIcS3QojZrR2vuSpzHT7L/qPh9fuZK5BZme/rMG3G9T9+h20Fofn59UpOROf4WLXDICIianNUr+QJIeYA2CilnF//Wggxvf61k/PnSilvbfR6sxACUsrn/RnPGbO0oNBY3vA6JTwOEdowvz6/tuDeceMxIDlZ7TCcGt8nXe0QiFyylc6EiH8OQttV7VCIiFoIhUrerGYJ2FIAtzo7UQiRAMDQ7PDcZud7PZ4riWExeGDgBQ2vL+w+Ft2iknwZok0Z1bkLInR6tcMghVRV1sFqsakdRrsgom8ENFzNS+Q1qdAHAVA5yRNCjHZyuBTAFBeXJAGYLYTIaHY8w8/xiDqc5579EStW7FI7jHZBhE+CEO23yk9EbZvaj2uTYE/CGjMA9qqdlNLQ+A0pZZYQYoyUMqvR4akAlvkzHlFH9MRTl0CnC4UiPhF1KBJceKEwtX/SJzg5Vp+kOX0+KqXcUv/fjse3U3D8cazX4zkWZWwSQmwqKipqcVGJsRJTlj0Ns83iJnyitkev10II/qAlImrv1E7yDGiZzNW/bl6Rc+ZbAGc0qux5PZ6Ucp6UcqyUcmxqamqLgZPDY/HR+Nuh16hd7CQiImonOCdPUWoneaVoWX1LAABPj1Ydq2gfaVzZa814znSPTkaZsdrXy4iIiIhUp2qS50jQDM0OJ+H4HDunhBDTASytT/DqF1z4O54zOdUl2F6Wg5vWvefrpUREROSUUOiDAPUreQAwz5G01ZsKe1sUAIAQIqPx+0KIKbAnbpuEEAmOlbaXezueN6zShuvXzkPnyHh8PfFOXy6lILHabFiwYSdsNtbhiYiIvKF6kielfARAhmOHitkAMpv1uWtYWOFYaLEU9qStzPGRCUcLFS/H80grNFg+5TGkRcRxTl6IMJotWL03GyarVe1QSAHSkq12CEQUDJyTp6iQyGDqd6tw8d48APMc/22AF3VYd+MFQqmxGl9kbcBdgyYH8zbUSFR4GF6deb7aYZACpK0SsvRKIGU5hCZa7XCIiNos1St5ocpkbdo6RUqJn3K3wyptkJD8Q4EoSIQmFpq0dUzwiNojVvIUxSTPhWvXzMXGkuOPjEw2C37K2Y5aiwnJ4TG4m1U8IiIiCmEh8bg2FL1z4vVI0Ec1vA7X6vHO+GtUjIiIiKgNkwC444WimOS5kBjGR0VEoezOk/+FB96+GX1G9FQ7FCIirwgh4uBiRy9/SCkPuXufSZ4Lszd/izsGTEavmBS1QyEiJx5+71b0GNBV7TCIyAeS8+X+AedbsPqjDMBj7k5gkufCWV2HIDUituG12WZhOxWVlNWuR2z4YOg0sZ5PJp9IaYMQbXNqbq/B3dUOgYjIJ1LKR5W8X9v86a6AM7oMRrQuHABQUFuOyb/NgVXaVI6qYzpW9Q1qzMr3TbOa98FiXOfzddJ8ANK4JggRBZas+wWy7Ba1wyAioiBhkudCpbkO5y5/DTUWIzpFxuP7yfdC20YrHmr5bN1WPPXjcr+uldKKnMrvIKUNQ1JfQlz48IDFZbNVwibrPJ9nyYLVvMv3G1hzAcs+PyJTWPgZEPFz1I6CiDoStlDxiRCitxDiHSHE20KIS3y9ns8fXYjVR2DO6OmIclTzksNjnJ63vyIP/eO6KBlam3HBiEGoM1s8n+iEVRpRWLMSXaPPgVZEBDSukvInodf1RULs7W7P00ee7df4IqJttNcRIgzQcs4pEVEIuxXAtwBGA/iHEOJWKeVZ3l7M0pQbQxO7uX3faDXj/s2fwWCqUSiitiUuMgJpcc6TY090miiM6fQ6tJrAJngAkJIwB/Ext/l0zc+rdqHOZA54LEREHYoUyny0H19LKZdLKV+QUo4FcLsQ4iFvL2aS1wrhWj1+nvwwEsKiPJ9MIUMIHYTw7YfAX1uzUF1jClJERERETkkhxMiGF1JmAdjq7cV8XOvGjrJjSAqPQreoBLVDIZU9c2/TfXOlrIW5/HHo45+FEOEqRUVE1LaIdjRfTiG3ARgrhJAAlgHY2PhNIUQvd73yWMlzY/mxfdhWelTtMAJqY+larC5aoXYY7YAeGv0w8O8kIiIKoqVSyrFSynGwJ3knwD43b6MQ4m0Ac91dzCTPhb9Lc3F298E4p/sQtUMJqE4RXdA10v/+YrvzCnH7l98HMKK2SQgddNE3QAit2qEQEbUNSq2sbUfVQinlAiHE6Y7/Xi6lfLRR0rcAgNu5R0zyXHhz9yp8nb1F7TACLj2qF/rE9Pf7+l7Jibjx5DEBjIjouOVf/YUf5i5TOwwiIkUJIR6uT+aaHT9dSun08ZuUchnsq29d4rMmF+4dMhmJYZFqhxFyosL0GNeTOw1QcPQe2gOmWq5iJmqf2t3K14CRUr4ghPhNCJEhpXyv0VtlQoglAGZIKSucXOd2pwBW8lwYktAZ3xzaiiqzUe1QiDqMjKHpGDiuj9phEBEpSggRB2AL7EldQ4sUKeVW2FfTvuvPuEzy3LDYbJDt6eG+Bx9kvY71JavUDqPd+OOvffh56Q61wyAiCh2ck+fKcgDFUsoFALKFEDc3em8jgCn+DMokz4Vdhnw8MHQyYvWBb8Ybqi7tcS1GJZ6odhjtRlpqHLp2jlc7jJBQV2NEXTWr4kRELvQBkAXYF1sAEI0SvQzYd73wWcCSPCFEr9bsrxZqHt/0Mw5XlakdhqLi9YkI07DnW6AM6t8Fo4alqx1GSPjqlcX4dM4PaodBRGpjJc+VRwFcXv9CSvkujid6Ukrp2zZNDoFceHEbWrG/Wqj5furNnk8iIq9c++iFaodARBSypJTzHL3v4uoXWEgp3xVC3AJ78veiP+MG8nFtq/ZXI6L2S6vVQKvl7BCiDo+VPJeklFubr6B1VPQeFUI868+Ygfyp26r91UJRUW2V2iEQERFRB+YooD3mz7WBTPJuA/Ceo9z4rGNeXsOscyFErwDeK6iklNhQeARTF89Ffk2l19f9eng/DlV0rHl8Hd1HX61BeUWt2mEQERG1EMg5eUvrJwYKIc4AMBXAFCHEYwA2wb46pE3M0SsxVuPRDT9j7YX3IFKn9/q6g+XFSImMQq+4xCBGR6HEbLZCyjb6bICISEkSbIassIAlefX7q0kpV0gpl8Pe8wUAIISYAmB2oO4VbFqhgcVmc78hnBN3DT85KPG0FYv/3ocR6Z3RLanjtA255dqJaodACpPm/YD1KETEZLVDISJyy+fHtcHaXy2UJIZHYdUFdyLChyoeAVmFJTDU1KkdBlFw2YoB6xG1oyAVFVVVqx1CmyWkMh9k53OSJ6V8AfaVHs17jJQJIZY4tuZwdp3b/dWo7bvrzJMxpHsntcMgCioRfjJE9HVqh9EmSFs5bIYHIKVV7VACpry2Dme+9SFqzdxjmUKfP5W8oOyvRkSh67XZX2Llok1qh0FtjYiECDsBQmjVjiRg4iMjsOHB2xGp55Mev4RQCxUhxGwhxHQhxCwhxCwvr5kuhJjj4vhsIUSGECKh/r+9iyR4/FldG5T91YgodF0663SMOW2Q2mFQGyNEGETUFWqHEXB6bftJWjsqR6KWJaWcL6WcB6CPEGK6m/OnCCFmwz71LMHJKUkA5gDIBJDtGDvLz9jiA9Vn2J8kLyj7qxFR6OretxNiE6PVDoOIKFBmSSnnN3q9FG7WDkgpl0kpn4f9SaYriQD6SCkTm43tqyQA41pxfQN/kryg7K9G7dOenAJUcDFGQEhbqdohkBOGkircPv0NWMztZ94ZUXsmhBjt5HApWvkkUkpp8Ld6Fyz+LLyYB+C5xgss6hM9NEr+iADgi1V/Y8fhfLXDaPOkJRuy+Fy1wyAn4pOiccej50Kn5yM8Ik9CZHVtEuxJXWMGABBCJPj9udnn9tXP8QuJtnF+9clzLLJofuxdIUSWEOJZf7ffIOVJKfHT9r04e+gA6IKwt+h/rm4T/a9DntD1BlJXqh0GOSGEwLCxvdUOg4i8l+DkWH3SlwRHwuejZQBKpZQGABBCzBVCzHIUxlQT0N/qrdlfjdRhtlrx8459qDGZ1A5Fdd/8uBn7MkO36ihEuNohEBG1jhTKfAApQohNjT4ar541wJ7MNVb/2q95MVLKrPoEz2EpgEf8GSuQAl66cexZ22E8t+EPrMgJqUfwPgnT6fDONRchLjJC7VBcslissNla192yqNTzHsSx0eEIC2vdJjA2m8Thw8WtGoOIiFqtWEo5ttFH44paKVpW8xIA+7w6X2/kaJkimz3qNcC+GFVVAUvyhBA3CyFKAXwTqDHVUlZXixtXzEetxXOzy9PT+2BgYooCUXVcT3+0FN8sbzFDwGtWmw3XPPgJCkvcJ3pnnz4UvXu07t/yyOFiPPXkwlaNQUTULinVI89DTUBKuQUtH8kmwf7I1V+PNEsQM+B+Ja4iWr13raOXy2OwZ8HvAriltWOqrcZiwrGqclhsNo/nntC5uwIRdWwPXT0Z4Xr/v1W1Gg0Wv387tJrAzzlsrlfvVHzwYZv/nwARUXs3TwgxvVGrk6kA5ta/6WhkPNqbVihSSoMQLXa7nwHg2UAF6y+/fnM6VtbOgj25E7B/IvMc/93mf8N1i4nHrxfcpHYY5BAT2fq5aEokeERE5EGI7CsrpXykfscL2Ktumc0SuimwJ2rzgYa2K1MATAeQJITIBLDMURUE7EnjbNgrhH0AzG1lr7yA8CnJcyR3jwGYDaAcwLOOvWzr348PbHjUUVhtNry58C/cct5JiAzndkFERBRcjubGrt6bB3vxqv71Ftgfvzq9xvGo1uV4avGqvCGEiBNCvA2gDPaO0LdJKZMaJ3jtSWFNFUZ8+SoWZe1SO5QOxUm5m4iI2pEQ6ZPXFgTkF6LbJE8I0cuR3Blgf15dn9y9G4ibh6q0qBjMOflsbCo4quh9V+bvw+GqEkXvGSq0Gg3uvuQUVvEoZJiMZiz6bA2kbB+/MYiobZBSZiNA7Vc8VfLmAbgMwHQpZd/2ntw1FqMLx49ZuzFzqXKLhQ9UFKCwznOrDyIKPrPJioN7jsFm9bwAi4gokByJXqu5nZMnpTxTCHEpgAwhRC8p5aFA3LQtkADuHzURJ3buodg9b+l/qmL3auvs1RUJIbiggoIjOjYCD/13utphELUvLIwryuPCCynlAgAQQpzhWIWyTEr5d7ADU9vEbr0wsVsvtcMgFzaXfguD6RimdLlP7VDIR1aLFVod93klIgo2r8sgji3LXgQghBAPCSFGBi8sIvdGJF6AU9JuVjsM8sN/r/kflnz8h9phUDv1xYZtKKuuVTsMciUEmiF3JD4/65JSbm2U7D0shDg9CHFRCNpwIAdXvfIlAGDf0SKUVFQH7V7lVbV48ZMVLie96zURiNDGBO3+FDz3vXUzTr9ygtphUDt1uKQMtWbPuxW1NUarRe0QqA3ye0KTI9l7AUA2kz3llBqr8NWh9arce3RGN7x0/bkAgEXrdmJzZvBWH+u0WqQkxrCtSjsUlxQDfSv3CCZy5bGzJ6FrQpzaYQTcJb98hjX5h9UOo1WUap/STlqoBESrZ61LKbPrkz3Yd8Hgb+UgqrWakVdrUOXeOq0GXRLtPzwfuXQyzhzVP2j3io4Mw/XnnxC08QFg+R978M+nuc+sv1Z+swZ52YVqh0HUIXw25XKM75SudhikMiHEpY6NKbwSsKWJjZK9xECNSS11i0rE/YPOUjuMduGUk/rintumqB1Gm5Wz7xgqS9jyh0gJiRGR7ePJhhTKfLQTjkWv39SvhXAshvX6F1fA+09IKcsDPSap4/fCjXhuzwdqhxE04eF6pKXEqh1Gm3Xtv6aj/9g+aodBRNSeZcDeGLkcwPNCiAOwb07hFU6MIZfGJ4/A8Ph+qsZQUV2HuOgIVWNoLz5+9nt0zUjD1MvHqx0KEXVUnC/nqyxHY+R3HR8+YSdZN34/koXPd29TOwzVRGjDkByeoNr9M3OKcfUjH6t2//Zm0sXjMHLiQLXDICIi75W0pmUdkzwXrvrxayw/lImuMXycp5Y+PVLwzYs3qh1Gu9FzYFekdg3slFkp6yBruXhFDdJmUDsEIp9xda3PrgCwQgixxJ8exUzynCioroKUwNTefTE5PUPtcDq0yAi90+MVVXV46OkFMJutCkdkZ7XVobh2jSr3Dim2Ssi63wM23JIv1qC8pCpg47VX0rwbsuSSpseqP4GsZuWbqJ3JlFImAbgN9nl5/xBCLPH2YiZ5TpisFkTodDi1ey+1QyEXoiLDcOZpg6HTte5bOK9mCw5Xrfb5ulrLMRwu/6hV924PhDYVmsTXAzZe1s4cVFdytwJPhH4wRMripgfDT7F/EIUy7njhq2+EEKc7Opi8K6W8TErpdYsNJnlOxIVHIEqnh83FbgukPp1WgzMnDmp1SwGbtMAqTY7/tqLcdMir62LCMjCm87xW3bstqCipxJfPKfc49vZnLkfXXqmK3a8tE6LpgiShy4DQcbUzUVvkZlOJMVLKFf6OyyTPiUidHqtyDqOsrm1VFKSUuPWjhSiq9Lzd2Lr9R/Dyj6sUiCq0dYs+ARmxZwAAyowHsCr/KZUjCi1Wqw3V5TVqh0FE7QF3vHDJ0Wf4USFE803Zyxzz8fzaxoVJnhNhWi3+vuFOpERFqx2KT4QQuHjMELz665/YkZPv9txeaYmYMLBXk2Nbs45iT2772cGgqtro0/nJEQNxfvqHQYqmbUpMi8fNz16tdhheq6s1qR0CEZHPHEncFtiTuofqj0sptwLYCj/apwBM8lzSatrml2basP6YNnwAeiTFw+RmQ+vOCbE4sV/TLXIO5BXjcGFZsENUhNFkwfRr34KhWRXKYrHizbeXw2gMvQ3MpTShovo7tcNQnDT+gbJDT3tx3npIS6bbc24/71Uc3B28PZWJiIJkOYBix44W2c0qehvhwy4XjbXNTEYhS7MPYnuB84rY93v3YMuxYwpH5J2JA3ohIToSl61+E9vLcry+7rIJIzBt9IAgRqac8DAdvvv8TiTERzU5LoRAVHRYSG4PZLVVoqJmEaRUZ8WwWvbvisNDV3ixotayA7AccnvK69/dhb6DuwUmMCIKPC68cKUPgCwAcCR6olGilwHgW38GZZLnRklNDcqNdU7fs0kJW4h/J30w/mYMT+yhdhgBU2k2wGAq8fr8qMiwFse0Wg1umDkRYWHuN3vZvCkb/3rsG59jbA2dNhndUz+BEFpF79tYYU4xPvz314rec8DoUXj7j/94PE9E3wwRcYbbc2KbJfWkntyS4O1wWVFXh1pz6FXjiVrhUQCX17+QUr6L44melFLe5s+gTPLcuGLIcExM7+X0vYsHDcbYrr5XDPYXFuON1etaGZl3ksJbP6ewvLoOtSHyaHNT2WqsKVmmyL0GD+mGG2+ZpMi9QolOr0NsYozi9w0Ld94PkfwjzbvUDgE3vPUtsgpKgzL2i8v/xOcbO+5uRG0aK3lOSSnnAXiu8QKL+kQPjZI/X4XE3rVCiNmwlymTgIZP1tM10wGMk1I+4uR4BoD5AEoBzAIwX0qZFei4/REVpkfnOOV/ifrr9UWr0bNTEmZOGaN2KJicdr7b94/mlaFbl8Ds6BAZGYbeGWkBGastSeqcgOn3n6t2GH7Jzy1Ffm4ZRp7UsduISFsVpOFuIPkHCI16P2uW/qv5IsHAefKcMxB6Ey6IWsexyKL5sXeFEFlCiGellI/5OqbqlTwhxBzYN+Cd70ju+jgSNVfnT3EkhbcCSHByShKAOQAyAWQ7xvY7wVuwdxdKagPXQqJ7QjymjxgasPGC7Z9XTQlKgnekJhff5f4YsPHyCspx10NfBGw88uzL53/A588uUjuMBrnZxdixKVvtMFQnNDHQpK5QNcELNo0QITmvljxjCxXfSSmX+5PgASGQ5AGYJaWc3+j1UtgTOKeklMuklM/DvtTYlUQAfaSUic3G9tmOwgKX8/JCWUF5FaSTZs6F5VV48qulXo8TrB+kkdoIpIQnB2y8Lp3isfDzOwM2Hnl25jUTMe2609QOo8HYif1x7V3eL0DbvvkQbLZ29tuAiKgRVZM8IcRoJ4dL4edS4XpSSkNrH88erajA1rxjePLU05GRkNSaoVRx89vzsTu3oMXxqHA9hvTopEJETaWGp+DU1JPVDkMxx46U4Kcv1ro9561/L8A37yxXKKLWS+6aiOSugXk8rjQpJea++htKiirVDoWIKGjUnpOXBHtS15gBAIQQCVJKgz+DCiFmOcZNApDgqPz5ZGdRAXYWFmBgSioi9W1vUvj3s6+DRtOyChcTEY4ZE4arEFHHZrVYUVfrfgHLNfdPg06v3srajkQIgTc/naXa/Rf9+jdiosMxZeIg1WIgIuU5FlYErHIkpTzk7n21k7wEJ8fqk74kOBI+Hy0DUFqfIAoh5gohZnmzmKOxs/r0w1l9+mHkvDfxw+VXIz3eWajubc09hp6JCUiKdt7WwWixQKfRBKXxsrMEj9TTIyMNPTws5IhLbFs7rJD/MnqmIIIriqkj4gyJf8B57uOPMgBu5+qpneQZ0DKjrX/t19p7J49pl8K+EKNJkueo9s0CgPT0dLjyx8ybEB8R4fJ9dxbu2I0zB/TDKRk9nb7/zx+WYkT3LrjmhJF+jU9Eytm/Pw81NSaMHOn8f8++GD6oewAiIqK2Rkr5qJL3U3vhRSlaZrQJgH1ena+DCSEShBBSCNF4TAPsLVWakFLOk1KOlVKOTU1NbTHWhqO5eOGvP/1O8ADg/86e4jLBA4D/O38Krhgb+o9OSyqqUV3HPUFbQ0ob/sw9F3WWlvMkqW0oyK9Abm5w+r4RdQgKraxtb6trW0PVJE9KuQUtH8kmwf7I1V+PNEsQM+B+Ja5T3WLjMLZrV2zNO4bp3wS+NYfFZkOkXg9dG9gj961Fa/DTmt1qh9GmCaHBsNQ5CNd2vN577cXEUwfgvPNGqR0GEZHXQiHDmNesL95UAHPrXwghMtz1zWvMRfVvBoBnfQ2qW1wcJvfOwNC0Tpgz5SxfL3drT34hpv3vw4COGUz/mjkVl58+Uu0wfHKk5iDqrLVqh9FEfPhQ9vYioo6NO14oSvUkz7FjRYYQYrqjyXFms952U9Cob54QYrTjvOkALhNCzG7WimWe49gsR6Plub72ysstL8dzq1YBAPRaLfokJSPbUIYbf/jOr88xp8IAk/X4pvODOqfhixv93qWk1eqsZhTWVQR0TLPNgtf3L4TRGhpboP1e+AOO1R5SOwwiIiLVqL3wAgDgrsWJY1XsvEavt8D++NXpNY5qns8tUxqL0OvRLT4OB0tK0DfZ3rC3S0wMrhvh36OaB//4BfeMHo9TuvVqOJYWq2w3+uzKYvSOTQEArMjbiyXHduK1E64M2PgaCCToYwJWqTLbzDhUfQT9Yv3bouq6Xg8EJA4iIgogVtkUpXolLxSlREXhggEDcc2381FrtlemInR6nNazt9dj2KTE21vXo85iwTfnX9kkwVNaldmIa1d/hGqzEQBwTvdhAU3wAECr0WJm76kI0wTm74a8ugJ8nbMwIGMRERF1RCFRyQtF8RERWHeby93VPLJJiZzKClhstgBG5Z8YfTj+POchtcPwSXpUd/xzcNuKmdRVmG9AXZ0Z6b1arpantssmJTScy0rkF1byXDBZrdh09KjP123OOYr8ikroNBo8c+pUxISFBSE6oNYSGnPfiELFxr8O4o8lO9UOgwJsxsdfYs2hI2qHQQEgwBYqSmOS50KOoRwvrPrT5+uW78vEvoJi/H44C1f98E0QIrO77vcvsTz3gNfnm61WvPrdKtSZLEGLyRdGI5NUCqxzLx2La2+drHYYFGBvT78AJ6azeTSRP/i41oU+yUn4+krfV8DOnnIqAHslsH9SSqDDavDeaZchVh/u0zVarQah8NSj1FCNK25/Dz9/chf03KuVqM1asSsTw3p0Qmpc8BaSpcUou0jNH4cry/Dzob24Y9h4tUMJfayyKYqVvCAJ02rRLTYuaOOHa3UoM3rfB06v1eLuC09BuF79vD4pIRrz581igkfUxm3KzkV+eZXaYahOIwTCtcd/tj6y7md8l7VDxYiI7JjkubH12DG8v2mz2mE49eOh3Xh8/a9en7+x6DCWHduL/NrA9sfzV1xspNohNJG5Lw+FeQa1wyBqU2afdxqG9eisdhiq6xGTgJsGj2t4feeQkzGlez8VIwpR3NZMcUzy3MguMYTstmPT+wzHm6de7PX5z+9YjpV5B5FXExpJXqj5c/lu7NzKyd2hqrS4EnNf+EXtMHzy964cbNudq3YYpIL02ETEhfm/7zlRoKj/7C5EVZtM2JGfj0l9MtQOxSVf2gp8e/qNQYyk7bvujjNUvX9djQnGWhPik0N//pEa9GE6pHQK3vSHYCgqreI2dkTNscqmqNAsU4WAZ39fhUqTCadl9HL6fo2Zq0PV9svibSgsbB+VyWVfr8W8f32rdhghKzYuEpfOnKB2GD6ZOnEQppwyUO0wiKgDY5LnhJQSfx/Ng15ocKzCeRIxYd485JaXKxwZNZafZ0BNjVHtMALivBtOw0NvXq92GEREwSUV+iAATPKcEkLgzpNPhFXaYLJYnZ6z8qab0D0+HkcNFSir8X6VKwXODTedhl7taHcDPtqjjsBosaC4qlrtMELSY1sWYtGRv1s9zgdZS3G0pqT1AVGbxzl5Lpw9sD/OHtjf5fvRYWHYdPQolu44gJ7Jibhq3AgFoyMiapt+2b0fv+07iLdmXKB2KCHn7oGTEa9vfeeBWF0k9JrQbFHFla/KYiXPBZuUeOTHJSivrXP6/rGKCvx35Uo8Nm2SywSvymTCNQu/RW0bmr/329E9WJy7S+0wFGE2W1CUz0fuREq6aPhgvDn9fLXDCEldoxIQ7WOTe2dmpJ+CtIiE1gdEbR6TPBc0QmBI5zSE65wXO9MTErDw6qvdjhGl1+OqYSMQ4WKMUJQQFonEsNDqYRcsW9Zm4qUnFgZt/GKV+u6ZuGUchThOTejAOCdPUUzy3Jg5bhQiWrFDhEYInNO3f8B/oG3YdwTPL1jp8v1qswn7DUV+jX1Cai+MTwvdtjHe+uCt5Vj+q/uO8yeeOgDPzb0eOdn+fa3csVqsuH3KsygJQqUwr+oH5FX95PL9m4c9iINbswN+XyIialuY5LVBvTsnYfLwPi7f31iYg1e2r1YwIt/c/9hX2LLtcFDvMWnqUAwf1dPjeVaLFbNveh+lxZUBvb9Wp8VX259Fcuf4gI4LAJG67ojUdXP5/v/WPI2+o3oH/L5qkcaVkObdaoehqKxjnDRP7ZBSVTxW8howyWuDUuNjMK5fD5fvT+rWB2+feomCEfnmgTvPxNDB9iTlx6PrUWmuCfg9Mvp1QqoXzXO1Oi2+XPEoklJiAx6DVhuc/3klRIxGQsQol+/HpwS/aXBleQ1yDhYEbDwpLZC1LqqT1mOArdh+nrUA0rgqYPc1m61YvGQ7pAyd3wpFZVW46+UFsNpsaodCRG0ckzxqte17juKjb9d6fX6P7kkIczwG31+Zi2qL5153ebXFeOvAN37HSIG1ZdU+LHj398ANKGsgaxdCSlOLt0TUVRDhp9pfWHMgjX8G7LZ1dWas25gFqzV0EqrUxBgsfnEWtCG6pSIRtR38KdJO5FVX4MKfP1GlIpGUEIXePVL8uvbBgZeic2Six/OidZHoG+u6etlaeyq2472sV4M2fntz2vmjcN+cKwI2ntDEQZP0PoQIc39e2Fho4v4RsPvGxkbg//55EXS60Gw3QeorratBYU2V2mG0G0Iq80F2TPLaibTIGDwy+jRVVq1175KI007qF9R7xOmjcWbn8UEbPyO6P87pcmmrx3n/6UXI2sVN6duDrTuOoDDAczWp7fk2czs+2LtR7TCI/MIkr53QajQ4uYvnhQbkXLg2Al0jW18p7DOkO+KSYloct1ptWP395laP784Xzy3Cii//Cuo9OpK1m7NwOJcLIDq6W4echEdHT1Y7jPaDCy8UxSSPKIAmXTwWKV0SGl6bTRYAQE1FLRZ/9EfD62AYd+YIDDyhb9DGby9sJZdBmjZ4PO+O6ydh3MhewQ+IiChImOSR6naX56DGi8UXbY3VYsXlAx5ASb4BsYnReHbhA9CHBa8xdr/RvdG1T6egjd9eiPiXAP3ogIx1+FgpLrnr3YCMRdQRcE6espjkkeo+zf4dB6vyvDq3sCD0tiE7WPk3dhharvjU6rT4YMPTSO6coHxQ5JLQ9YAQ3iXbcz9bjbxC199z6V0S8fo/pwcqtJBktlqxr6BY7TCIyA9M8rxgtdmwO69Q7TBCzs+5O7Eyf3+rx3l25EwMT+jl8bzcIyW456YP3J6zIPc3bC1r2jhXSon82uD9+2mFDjqN3ul7CanB71nni4PbjiB791G1w2hiyQ9bcWDPMbXDcCo5Mbqh3Y8zQgh07+x5dXhbtq+gGE/+uCygYy7avRsfb9ka0DGpjeCcPEUxyfNCdkkZ/vnTUrXDCJr84go88cbPPl8XowtHtK71m2l7q3t6Mr744T635/SJ7oG08OQmx/LqCvGf3a8GLa7eMUMxKO7EoI0fSHs2ZeHA38HdbcQfIdSLuInp545GcmK02mGoamjXTvjy5sC1ywGAQalpGNmlc6vGKDfWBSgaovZLhFKnd7WMHTtWbtq0Se0wgmJN3mG8tHU1FpxzjctzaupMWLXxIKZNHKxgZERE/smpKMe5336C7Tfdrcz9qgy47c9v8fO0WxS5n1KEEJullGOVul9kpx6y79UPKHKvna88oOjnFqpYyWvnxnXqjlcnnuf2HK1egw2RR2G0Bm/lJ5ESsrOLkJdnUDsMCrIecfFYP/M2xe7XNSoO/x13jmL3IwoUJnlOmCxWnPbSuyipCvyeqr7aX1KMC779zO/r9RotesQmuD1HIwTiwyIgoHwjZaJA+nPNAWzddkTtMEgBkXrn82CDQavRYGRyN8Xu114JBT/IjkmeE2E6Ld679mIkx0SpHQoyEpPwzKSpQb2HXqNFfk0VNhbmBPU+RMF27dUn45xpw9UOg1qprLYWL6wN3B7FwfZ73j58dND7/btdKTZWeLWXN5G3mOS5kFVUits+W6R2GNBpNBiaGvzeZ9P7DMOgxLSAjplTXYpdhtatmqytNWHe/5b6vIH8gV2htYK0ubysgqDfw2qxoq6avzAocA4Wl2D9oeD/MSgEoNW4r8dsLTyGy378MuixeKN7dCIGxLX+5/Q7B37F0vx2vuqYq2sVxSTPhUn9M/Dk+WeoHYZixqR2R1JEYCuX28pysargQKvGEEJAr/dt8/jqqjo88/BXqAnRBKe2qg53jf8nqsuDOx1gyRdr8PI9Hwf1HtSxHCoxYEde8P9ASYiIxAMnTnB7zpDkTvi/CVOCHos3+sWlYXxaRqvH+efQy3BR95MCEBGRHVfXon2vrqW2b/OyHfji2YV4afm/fbrOZrPBbLQgPDIsSJGFJilNkOWPQ8Q9AaFpuY8wEdkpvbo2qlMP2e9KZVbXbn+Nq2sBIHh7LLVxUkr8nZOHUeldFb/3vuJiCAH0T05R/N4UekacNgjd+vreU0yj0XS4BM9OB6EfBoiO+LkTER3Hx7UuFFfV4N/fL4PFx7lggbD+aC42Hg3tOWWhqrqqaYPU3OwibPhjr1fXLitYiQW5PwQjLK+U5htQVmBocVyn16Fzr1TlA2qjhNBARM+E8CHJO1ZQjoW/bQtiVEREymOS58JP2/bi8rHDoNMq/yWaOWIkrh4+QvH7BtLq/INYcOhvRe+Zk12Em855ueH1ysLNeD33K2Tvdb4vrsVmxZ6Kgw2vRyUMx/jkE4Iepys/zV2Kn99drtr9OzKzxYKKylq1wyBq/7jwQlF8XOvCpAG9odG4TvBMFiuyiksxsHPbrbDUGc2ICA9Or6m4sAhYZeuqoIX5BsTGRSIyyrut03r0TsUHvzzY8Pqk5KEYPK430iYmOT2/wFiMzw5/j/8Os1+THO78vGB7/a730XNwd8x8YkarxvnP9e/gzjlXIqlTfKtjqjbtgqFmBbolKLOjgNp6dkvGdZcmez4xxFTU1qHaaEaXhFi1QyGiEMRKngu9U5PQMznB5fv7C4vxn8Urgh7H3uIiPLUy8PcxGs04/8a3UB6k6sWIpO6Y1KV/q8Z4//VlWLtqn0/XREUfTwgjtOFIi3CduHWL7NSQ4KnpqscuxulXul9J6I0J545CTHxgVkhrRSzCdd29Pn/HlsP4e2N2QO7tirRVQlZ/EtR7tDVLtu3HvGXr1Q6DyHus5CmKlTwPTBYLwnQtv0xDu3bC5zdeHvT7p0RFY2zXwHdaDw/XY8HcWxEXE9GqcT4/uBmjkrthcGLrNht35rFnpvt8zetPLMTlsyahU7fEgMcTLCndAlNBPH3GiQEZBwAi9OmI0Kd7fb6hpAqGisUYNuY2aDVBqirJWkhLJrvZNzLjJDZ+JiLXWMlz4WBBMarqjDj5qXdQbTSpFkdKVBTO7T8gKGO3NsEDgOpKI8oNwe33tn/XUWzbmNXi+NJFW5DVbL7dgGHdER3r/ee1tWwPzDZzq2Ps6CZOHYITzygHpOuv5b7dx1BWWu33PYQ2DZr4p/y+nohUJgGh0AfZMclzoqrOiJvf/w7/XrAUE/r3RHQ4WzG4Erlb4simIrfn/Psf32LDuoNuz3GnML8cx46UtjhurDPDbLY2OXbW9HGIiYv0euyFR5eh2GjwOzY6Li3haWi1rquSv/2yHfv2tG4HFE+MJguW/rE7qPdojWe/WoG1uw+rHQZ1AMsKfke5uVztMEhlfFzrRGSYHnqNFgO7pKJrYlyrxnrg3R9x+znj0a+buj3vdu47hqioMGT0CGwcI8/OQFK4+3lgN986GWmtWAxwyhmDnR4/74rWPZ40myx4pOfNiI70PilsT+pqTNi/IwfDT+yjyP3ufnBa0O9RWVWHFX/uw9TTnH/PqO3scQPRI7X1C2OIPCk2lsBoNQHBWVvnP1bZFMVKnhNajQYx4XrER0XgvFGDXJ731q9rsf+Y+yrWjFOGo1tK6xLFQNh1IA9Zh4sDPu5vufuwtdh9T7/0nimIiAi1nzTAkq/W4o1Hv/H5ul3rDmD9r/aeaoV1hfi9MLALY9b8tAXHFNjb9tjhYnz3/qqg30dJKUkxePbxi9UOw6WRfboiOS46KGNLWyWkVG9qCYWWK9KnIy2i7XZ/oMBgJc8FIQTyDJVuz+meHI+YiKbtPf6x6Dc8MGUCUmLsP8jHD+oZtBh9cfl5Y4Iy7oPDJwVlXCWce+0pmHblyT5fV11egyqDfW6ZVVpQZ63zcIVvsnfmIC4pBl0zfN/w/I1/fINzr5mA3oM9L9bJGNQVT867wZ8QKQTJiqch9IOB6OvUDoXIpVCaLyeEmA0gC0ASAEgp53lxzXQA46SUjwRivGBjJc+FOVecjavGj3R7zgXjBqNrUtMq3ZCuaYjUB69qVWcx44jBELTxW2vlsUzc/dd3Lt//InMTqsxGv8Y+sPso5j2/2ON5y77bhC/fWObxPCEEdHqtz3GccNYInHGFPTnsEtkVZ3c5x+cx3Ln60Qsx9GT/2s+MnNAfiZ08V44Xfrga1ZWBTU5JXSL+v0DUTLXDIGoThBBzAGRJKec7krE+jgTO1flTHEncrQASWjueUpjkudCvcwps0vc/Oa4+YWTAFmqUVtRg+iMfwmw5vrjgr8NH8H8rVwZk/GAYm9oddw05xeX7uwz5qLH490gpKTUWg0d6busxZGxvnHC6/TH78u82orqi4+xkcMq5I5GQ7LmFybHDxTAZuaq4PRFCByHYYIZCXOj0yZslpZzf6PVS2BM452FLuUxK+TyALYEYTylM8lxYuuMAzn3uQ9Sa1PtFmBQXhadmTYNed7zadEafPnjvootUi8mTGH04BiSkuXz/v2POQ1qkf33UklPjcMqZQz2e1yU9GX0cjyu3rTmIqvKWSd7B7Ufwr6vedHq9qc4M6UeC78mGX7eiujy47WZcyc0uwkuzv2p4feeTFyMxxf7vUJQfuBV4x3JL8fxTiwI2XkclzQfUDsEvlUb/qvREShJCjHZyuBTAlFAYL5CY5LlgNlvx0PmnIjJM3QUDQ/p0UfX+bd0DL16JTj1atvXo0a8zrnrgbKfX/PeGd7D8m3UBj2X5538i/5D7hTrBEpcchnGntVxElL0/Hw9fMzdg94lPjMa4k/sGbLxAsdkkLBar5xNDgLQWQ5bdBOmm52AoOlZZgQkfzvPrCYgv6ixmmKxt49+SWgqRPnlJsCdhjRkAQAiR4MenFejxAoZJngv/t2A5jhQbFLlXsaEKhiplHykuyT6AVzetwZtbAp/M+CIvtxSzpjuvqAVTeGQYBo3NcPre7Lk3Y/L0wO0eUe+xT+9GnxHKL8QxWivwY+ElOPnslk21e/fvjA9+eyhg94qODsfkqZ6rrUpbsGQr/vvOErXD8IrQpkCTtgpr9h/F77sy/R5H2qogW7l/tC+6xsZh7Y23QhPkR8bPbfkDb+9U9+cWtXkJTo7VJ2n+bEEU6PEChqtrXTh31EBE6PW4/LUvcMbgPjBU12L2RZOCcq/PlmxGakIMrj4rOCtgnbHYbOgWE4eMBHW3/+rUNQEP/yd4LS8K6wzQCA1Swr1vYxPtQzPltiBcG4dLey+ATuN8JxCNJvT/1jObrZCQCNP79yProqkjcM5pQwIcVfC1pigmDfdARF4CRJ4XuIA8iA4LfuP4x8ZMglaE/vcsOaHsvrIpQohNjV7Pa7Ta1YCWyVf965ad9z0L9HgBwyTPBUN1LRZt3InP7rkS6ckJsNps+GHzbgzqloZ+nQPbUPi+y0/z+RqL1YZPF23ANReOazJnz1vn9gnOVmm+0mg06Deoa9DG/+noRoRp9Lim9ySX51Rb6hCta/0Wb6EsQpugdgit8vFXa2AyWXDHTZP9ul6v0/r1v5NgkdIMWXYjRMLrEBrnf2hNGNCrVfcQiW8CCM3v66WHDiI1Khoj03yfjhKu5a8t8kqxlHKsi/dK0bL6lgAAUkqDH/cK9HgBwz+HnDhaWg6dVoP3bpuBQd3SEB0RhrioCFTUGlFntgTvvoUG/LR6l1fnSilRWl4Nm025xzGtZZPSY+PkQPn0pcVY/Pka3NhnqtsEz2Q144o1T6DcVKVIXO48euGL2LZ6r9phhKTrrjgZN8+cqHYYASOEHiJqJiCC1yhdiMiQXW1bVleLShMXaZA6pJRb4Jgz10gSAM+9txQYL5CY5DkRGxkOaZP4Y3dWk+PXnDIKw3p0Dtp9a+rMyC+tRHWt5xYjep0WD954BsKDsDBk4YFdeHCl5350vsqvqcA/Nv0c8HGdmXzRGIyb7Hq3knphWj2+Ofn/EB8Wo0BU7t354jUYdIIyW4y1NXq91u9HtaFKREyFEKFTXVTSZQOHYWL3XmqHQWoInRYq85r1sZsKoGEVmhAiw8c+d27HUwuTPBe2H85HQVklVjVL9IKpX3oqvv51Cx56eVHAx573ySqUV9SipsaIbTtz3J47pWdf3Dfa950gPOkaHY9fps3y6tx95QU4VuN/a4/ufTohtat38w0jdeGeTwoSY6OEvke/zggL16O0oBwPnPM8Xrn3E+QezFctNjouv7QSJRXVaofR5q04kolFB3arHQYRHDtWZAghpjuaHGc263M3BY363AkhRjvOmw7gMiHE7MatU7wYTxVM8pyIDg/DiF5dIARQWH78B/uRYgPOf/6jJucaTRac8+KHeOjdH/HtH9tafe93/3UFXnkoMAsRKox1+Ohve99GnVYDIYDDOaVY8IOrXo52sWHh6BGXEJAY/PVr7m5sKj7s9fnZe4/BZAzeo/RA+L1wGb4/uqDhddbOHNxywj9bnBefEosLb5mMoSf3Q3yKfz0FgyW/6hccLPuf0/cySx5HQeXXCkfkWk5+GVZvOhiQsb5avhV3v7YQxiBO1+gIYsPCER+u3DzBLzM347VdKxW7H7knEDItVAAAUsrnHTtUPN98CzIp5Twp5dRGr7c4zusjpUx0/PcWb8dTS/t6/hEgWo0G95w7AdIm0T0loeF496R4vHjNuSiurMaOI/mYPKQP8iuqEKnX47HLT0dUROtXlvXq2rrV1rV1Jrz27go8cNsU1FksyC4rAwDceLV9F4q4AZH4v39c6PJ6s9UKvTY4j5AKa6vwyPqf8eGkyz2ee+8Q3ybYv/PEd7h+9rkYNKa319cU1BlglVZ0jUz26V7+GpkwGmbb8d5nGUN74I0//t3iPK1Wgw3Ld2HICX0QmxCczez9FR8+HJH67k7f6xZ/B3Sa0ElKi8uqcfBIMSaObX3fvrsuOQXfrd4BnZZ/F0vrUUDT1a/5fuM6O//eCZbJXfqhztq2+g0SBRJ/Yrmw+0gB8g1V+Nfnx3traTQCA7qmoqC8CmsPHAEA9ExJwIJ7r0FyXLTqjZMBQKfVold6MrQaDdKiY/DU5DN8uv7GX77Dz5n7ghJbfFgEZmQMD8rYc76+y6cEDwD+KNyB3/LcVzUDKTEsCWkRnZoci0tyPhfw4TeuxzkhuNAgUt8N8eHDnL4XoesGnSZ4Cwl8NWpQd9xwyUlNjhUbqvDRjxt8Hkun1eCySSOgbQPtZupllZQivyLwC4pk6Q2AZU+rxymrq8Vjfy3xe3cZV3tgbys9ilv/su/u0jkqDr1ilfkjTmmZVQdhMBnUDsN3oTMnr0NoOz+xFGSx2jDnu5VYtSsL541rOXl/SPdO+MdF/rVyqJdZVAKbLfDfiXq9FldcOA5aPysOr085D2f17hfgqOzCtTqck+55MUSwbCnNxINbPmp4fVn6RFyfMdX1BSGizFSEUlNhk2P33/Q0Nm/ZqlgMVqstKFu9uXIopwTbd+cGfFybTcIShN0SpDUfsvqzgI/bGgu37caqzOyAj6tJ/Q1CP7jV44RrtciIT2pSEbTYbHhywzJUm90vPttWcgzn//qB0/f6x6Xh9oGu989uLzaVrkdOjfdTWqhjYpLnxP6jhdBrNbh56gk4sX96UO5x3zc/40BRSVDGbo3EiEjoQqRa8fHLv6K6si5g4w2O74Hb+00L2HhK2WZYg7/L/mpybNLDnWBLV25RxtzXl+LzD1cHbXwpJfJL7oTFav/fxLJVu/Hgk9/CUBHYvX7TkmIxaUxfrN8Z4F+O0gRpK254efZT7+NQQfB6oEpZC2l0/+/x4Omn4LJRzquuvtpdVIg3N6533LsuIAl/lD4Mtwwd1+SYAJAUEemxYjoiuSt+mHaj0/cidXqMTFb2sbAaLk+/GsMSRqgdhs+ElIp8kF1o/DYPMTGRERjcoxPKqmrxwbINKDC4f+Tx9g9rsOWAd1WH5z9ZjoKSSvx450wM6BTYpsq/7T+AstpaXPblV/jr8BGvr5u7ZSM2HvOvavLKsz9hz85cHNyXh7dfDty2UVJKWK02BLLuHqENQ9/Y4LXACZZJaRfi9E5NF+NcOPAWjEtxvveuJ5+8uRy/LNjk+cRGrps1CdOvGu/X/bwhhEBk+HhoNFEAgJuvnoil39yPhLiogN8rv6QSh/IC+weW0KVDE3tfw+t37rgEPdO8W91ttdlwqKjMtxtaj0HWKFc5jNaHoXOMfWqBLLsTqAtOKyStRoN7hk9AhBcNj2P16q2KDxRZtwzS+JfnE4n8xCTPifTUBHRJiMU1L32JFdszYfbweGdo784wm634x7uee8v16Z6CyIjgzN1bmZ2NwqoqvHLuOTixh/d/yabHxSMpMhK7igoaNhdfdywHr25c4/HaiacPQtfuSUhKjsXQkYGregohcOPD5yA6Vv0txmwK7v/pL2OdGXOf+RFmk+fVn5PPGY6xp/j2SD46OhwRQfq+rRcfcw00Ivj/3qeMzMDlU0d7PtFh9+F8rNrhWyulnqmJTR5DSmmENK5CVZ2xxc+TfXlFuP/zn3waX+j6QJOoXAuungkJuHSQfVs4kfAaENH0D4wfD+5FToX/LY86Lpvjo4NQaj4eC3kNmOS5MH5QL/zvlgtQWF7lccPticMyMKR3Z5w5zvNWYZeePgJx0cFpIfDMWWdiQGoqusXF+fTI9ey+/dEnMRn3/rYYRysrAABdY2IxLLXpIgGrzYZfs/c3OTb2xD6IT4hCUkoMJp6u3ny7YHp02zv4s2i7z9dZbMFpt/H1kdeRW9O0NYjQCETHRECj8bzisUfvVKR2ig94XMGYYxoKyquNKClvZY88awFk9cd4asFyfLdhZ5O3BnfrhIX3Xdu68QNASjNk7UKP5wlNTIsmzgdKS1BWVxus0FqQ1mOQ0nPT+FAnIs6ECA+9BVbUfjDJcyFcp8Ud877Hm7dejP1Hi2C2uK/mxUSGY9LI47sV7D1WhBpT06X7RRVVrfpFeKTM4Pe13lh29Q3oEWf/5Z8el4AzejXdfaHKbMInu7bCaG2bvcLmv/4rjmYWNLyus5qxy+C+MTQAPDb4WpyU7Pvm9s/tfQNrSzb7fJ0noxMnITm86Z6fYWE6XHPPVGgDuD/rmlX7sPDr9V6ff9NN72LPnpbb1h0uew15lV8GLC6ljR/cExef0rq5bUKXDk3S+3jm8rMw48TgrDBvNVkNWfcbpPT9f98PnDABw9OUmwohy/8FGFcpdj8KnFDqk9cRMMlzIUyvQ5fEWKzYfhBfrNqK0irf/kp9a9la7MhpOjH+1o8XYcth+y/BamPTv0Kra4z4frm9WiSlxJLdBxoenQLAkVIDrvrkG9TUmlBRqdxfzI3Fh0fgi/MuV3WD8OK6KpQZ/ZuMv+G37fjpvRUNr7OrCjDv4FKP1yWGxUKn8T15uq//LTgxaRQAwCoDt6KzX+xwRGqD3z+vS7dE9O7byfOJDs8/fyUGDuza4nhqzPlIijwtkKG1WXqd1qtqqxqEJgGaxLchhA6mIKxADiRN0vsQEVPUDoMo5Akl2yK4DMK+BUgW7Bv6wptO0Y494sY5thJp1Xhjx46VmzY1nYg+6ZG3cfXkUbjujLF+75n51/7DOKFP94bmwlabDR+u3owqownrs3Nw26QTcdqA3qipM+G+ZxYgr7AcP75zG2rNZtz2xfd484oLEBN+vMFyUUklflmxEyVl1bh/Vsf7AffBsz9gz+g69OvVFbMGHG+RUG0xQUqJGA8TsctLKqHVahGTEPjJ/O78UbQOG0q24uGBtwdszLXFS1BkzMMF3a4P2Jht3ZwPluHGi09CaqL6+xADgMliQWWtCcmxwf9+K66qRmFVNQZ3Tmv1WFabDaPmvYnfrrkenWM8N7eWlkzAcgQionVtpUh5QojNUsqxSt0vOqWHHHz+/Yrca9NHDyr6uYUq1Xe8EELMAbCxfo83IcQcIcR0V3u+CSGmABgN++a/LWZD+zqeK+/dNwPpKQluEzxDVS2u+b/PcNtlp2BYz87omdp0Nd285euRkZqILon2BrFajQYXjxkCm82GW04bhyhH8+TwMB3OmzwUyfH26kykXo+Pr7Pvc1xRV4dj5ZUY2CkVz7/1G845YyhmzgjeKsdAklLCZpN+9+xrbuSE/ji/b8s9aT848BdqLWbMHnam2+vjk9XZjWFC8liMThga0DGHJ4yHyea8Gaw3DKVVSHDRiLmx4qIKVFbWoXdG65OHYOvTIwWR4eo3JK+3ZNt+LNtxEK9df0HQ75VX+BEWZ/bG4M7ntHosrUaDFTNvQkqUl8mptRCwHATQNpI86VhIJQQfZFH7p3olTwhRJqVMbPR6CoBHGu8Z5+K6OQASpJS3Njvu83jOKnlWmw2H8kvRp2vTNidv/PwXeqYl4vxx9magB3KKsGJvJqLDwzEmoxsSoyOQnVuK8cN6efjMvfP7/iz8uns/5lwU3P5umaUl2FFYgIsG+t7k1FhnRriTlZdfzPsdhtJq3PHoeU6vW/jRagwckY5Bo3r6fM/GpJSQgMcFMoG25JNVGDCmN3oN6eHynNf2f4iTkkfhxOSRTY5XmqtQZjYgPar1/bzqak2IiPRtS73rL3oNjz83A/2cPF5tbOmvO3DkUDFuuq1t/AIPNVJKv7b/8pWt/DGImLshtK7/PaW1ADD+DhF1RdDjCWW2yhcBAJrYh1SORH1qVPKGnKdMJW/jx6zkASrPyRNCOOtjUArAr2eRgRxvf24Rbv3fghYLJc4aNQDj+tp/qecUlOGJ93/F2SMH4o/dWfh6zTas2pmNb5f97XLc4spq7MsrwsGCYpfnNDa5f0ZAErzsUvd9uKrNZhTX+D7X7Uh2Ea6/4FWn711y7QRcd5frL31SahyiYlu/0lgIoXiCBwB11UaYTe7nLl3afRqGxrdcdb2v8gCW5B+fH7ipdAu2GXb4HEN5WTWuPOW/MHnROqWxd7+902OCBwBTpw3DTbdNxq6duSg3BLYxcUegRIIHAJr4Z90meAAAWQtpDfwuIm2NiL4dIjpwUyf8UVBXpOgOMtRxqV2vToI9CWvMAABCiAQ1x+uRmoDThmU0WfwAAP26pqBzov2xX9fUePzz+qlIT03Au7ddiicvm4rLJo7Ay/df5HLcz9f8jbeWr8NPf+/1JRyffb1tB/6z7HcAwBGDATO/cf+0eninzrh5tHd/9KxZuQd5ufYvc3rvVMz99k6n50VEhiE6xnUSd9q5I9DTh4n97ty+5iusLfSul9nhqmI8sPnzVt/zwtunot+oXi7fLy0oR5ewNETrmvZ+y959FIsf3IhbMmY2HNMKDbTNHh/Zm0G7F58YjU9WPIqwMN9mXuh9nGe65JftyGy0MlkthqpPYLVVqh1GmyR0vfyuXq08ko2bF3tur9IWCE00hCb4C5fceX7v6zhcw4Sbgk/tJC/BybH6JC1JzfFemv8HJg/vC52b+WRajQaDe/nWNuDesybgtWvOx31nBXdvxan9+mLmGPvKzvSEBKy+7ZaG944dLcOH7//R8Pr9LZtRafR+flfWgQKUFh/fBSQuPgrGOjNysovcXvfJyrVYudT3fnPeuH/I6RiZ5PqxaWNpkXGYFj0Y+7f41uAWAHJrilBp9m5187O3vIuNy3a2ON65ZzJOOW8Ubj/jmYZjoxJHYmj88TYtlYYazBj1LxjrzC2uby42PvgNhB94+ByMHtM76PfxxGjeDind70DjTnWdCRf+4wNU1fo/nzFQ/vXdUvx1oG3sPXpil+54dPypaofRbrw08j/oFe3dz6ucmkMorMsL2L2N1mr8UfBOw9xExbEZsqLUTvIMaJl81b/2Z+NHr8cTQswSQmwSQmwqKmqZnNisEl8u34pv/tiGgrJK5BYbXN703UVr8ec23xOGYEqKisQjd36BQ4dbPhYOC9chMen4X7KHygww+tAy4ZpbJmFIs90tdm87gnkv/uL2usVFB3G4wuD1fVwpqavGvvLCJsf6x6chUufdpPtIbRjiMiV+ef93n+/9+aEV2FDiXRV2zqIHcNK0lntLRkZHYNLFY3DvC1e1eC83qxBfvP4bYhOiMO+32U7nOrY1P/+2HZu3+Z7MfL9sO/IKm+6i0CnxRei0XVxc4Vl0RBienXUOYiLV3xJrxrhhGNIt9Be0APbFYH0Tk9UOQ1WfH1qKdw7+oPh991XsQHb1gYCNpxEahGmiYN8pmNo7VRdeOObQbZZSCnfHXFzbYuGFv+M5W3gBAOt2H8Yvm/aiT9dkvL9kA37+v5uc/nLYvDcHnZJi0T0twV3IXpu7cgPG903H8O72KuGazMOYv2UnzhrSH7/tOYCXLj0HVpsNn274G1ePG9HQoqW5wsIKpKXFBSSmQLGYrbjlrBfw0td3IinVv9Wuv+TsxsbiI/j3qMAtRimoLUeVpQ59YgPz+NhfhUfLsGHFbpx37QRV4/CHlBIHyr9En/jp0IrjC0FWrz2AlOQYDOrvW3L24fy1mHRSf/TurnxyIaUVMC6DrFsGEXMrhK6v4jFQaKky18IqrYgPC40WPYGg+MKL5B5y6LnKLLzY8CkXXgAqt1CRUm4RQhiaHU4CsEzN8cxWK16bvxpR4Xo8NfMsAMDMKa6/V8YM9K7sDgAWq83tI2AASE+OR3zk8blsw7t1RkJUJL7etB19UuyFSavNhn2FRTBbbS6TPKUTvLyqSqRGRbvdUk2n1+Lx/13rd4IHAGf3GIyzexxfBZxdWYK0yFhE63xbYdrY+pJM5NQU485YexsWq7TBKm0I0yj7P5G0bokeE7yVP29DXk4prgyxFa8SVpSb9sMmTU2SvInjfdsnt94N01VsFSQrIGu+ACKvADT2xF/aSiGrP4YmVplfUhRaYvTq76PdmLTmA7KKf4CQW2o/rgWAeY7GxvWmAmjYeVsIkdHs/VaN5w2z2Yq/M4/h02Wb8eWKrVi7O3DzZh598XssWb3H7TlnDxuAnskJDa9jIsIxuEsaiiqrMa6nveVGmE6HZy84q6HXnjvvrtuEirq6VsXtSrnx+Lj3LPsJfx31/LXqO6RbQGN4ZefvWFeY3aoxLug+Gnf2P95n75vDa/HszkWtjMyzSkM1zD6ujO0/rDvGnOJf4hRMGqHDuLQnodfEwGDcB4tNnZ1ZAkFoEqFJ+hiayLMhNPV/kAi4+5F5pNiA2V8sxrqDR1Tdx9dWdgukKfDb6XVUa4p34l873lU7jJZMayBrF6kdhe84J09Rqid5jh0rMoQQ0x07VWQ2a1w8BUCTR7KO86YDuEwIMbtx6xQvxvMoKiIM/3f9Wbjw5CH4fOlmxEWFo9Zoxp87s7Bpv+e9Tp3Zdtg+cfZfd0zDGeP7+zXGFeOGY/3vB/DXOt/mZxRUVsHsxUpNXxwuN+CH/Xtw5lcfNRz79qIrcVoP5Sfnvz5+Os7o2rJNSWtMTz8RDw8+P6BjOvPao99gxSLffiF3TU9Gcr8IWP3YY1Qpe0rfRplxl9phBJTQJEITe6/L95NjojB5cAZeXrwaJdXH282YLFZ8/NcWxRI/EXMfoPe93yU5NyaxP+7oe7HaYbQgIi9hrz/ySPVmyKGg+Zw8KSUm3/cWLFaJ684ai1vOPwlrdx/GOz+twanD++CmaSf4NH5VnRFXvvolvr7/KkSF+/9IEQB27j6KlOQYdO4U36pxWuunA/uQbSjDTSNHI0p//HOy2WyoMNR4tZtCpaEaWp0WUW7arLQVUkrYIFu0QfHEarFCq/N9X9wX9z2Nc7pciMFxw3y+NjuzEFs2ZuPSK070+dpgWLc1G107xSO9qz8L6kNftdGE//70O568cArC/Pi3buyllX8iNiIcs04aF6Do2pcKcy2uX/MuPp9wGyJbMX2jo1B6Tl5Mcg859Gxlpjus/5xz8oAQqOSFIiklxg5MR2JsBEb0tTcYHT+4Jz6efaXXCZ6UEmbHitWYiHD8+Oj1rU7wAGDo4G6qJ3gAcF6/Abh73ElNEjwA2Lr2IJ68/WMAwH/W/I7vD7p+NP3Zq0vw48d/+nxvi7llBetoZgH2bDjo81itZbPZkHeoCN/l/okX9nzd4v3y0irsXN80rsKjZaiusD/K9CfBA4CHBvzTrwQPALRaDSJauWrXZpPYvPWQ23OMRjPKKzw/st1/qBD5RRWtiueyxz/CvsNNV1zPX7kNRQb/260ESnR4GJ659KxWJ3gAcM2Ykbh0+BDPJ7ZBNRYTTDbXq/xzqsta9C1tLk4fiX8Nu5AJHpEDkzwn9hwuxOa9OTj3pMFIiI3ERf/60OcxvvlrO/79xW8ez9t24Cg27T3iT5h+KSutwvvvrPB8op/GTOiPFz61P12fMWAoxndNd3nu7U9egsvv9G4zElOdGbs3ZqIwtwRX9H+wRbf4zG2HsXXlbv8D99PBbUfw1LVv4vyuJ+Gufhe1eP/w3jwsX7CxybHPX1uCP38NTr9Ab6T3SsG5FznbHMZ7hvIavPvhKljcTANYvHwn/ve+5++1mRefiBNG9GpVPC/fexH69UhtcqygrAq1RnufwdU7svCfT5e6vH73EXuj54XrdqLG6Lk3oTObDx1FtdHk17Xe6hQbg2Rv95RtY57ZthQf7l/v8v07132FPQbP/eJGJbVum0QKMimV+SAAfFwLoOXj2qpaI856YC5uPPcEnDGmP6rqjBjauwuOFpWjW6p3VTSTxQKj2YpYD/24Hnj7e9SaLXjplvMR5eP+o87U1Bjx+qu/4cGHz4Fe37JyUG6oweIftuLKmW2rRUfmjhy89+R8PLvgfpQWlCMpgNXMzL8PIalLIhJDoELa3thsEhqN+v24DFW1yCutwKD0li1ySiqqcf0rX+O7f16Hf3/+G+6/cCLS4n1vk3Hvpz/i5knjMKyHbw3SfSGlFUK0viIYikw2K7RC+DzlIdgqzdWYm7kADwy4BpoQi621VHlcO+0+Re61/ouH+LgWrOQ5VVRWhTC9FpHhesxf8TcOHStFeVUtrnvyM9SZmv6Vv+tQvtM9CMN0Oo8JHgC8fPuFuPPMk3DLQ586fT+voByHjni3z221yQS9Xof+AzpD66JNS3xClMsEb8q7H+B/a9Y2vL5l0SL8ke3/qlWzyeLzogJXuvZORVi4HsZaU0ATPAD47dNV2PnXPtRZ/avghJJNpetgld43tvZVQe1e7Ct3XRFrzpcELyu3GMvW7fMnLI8SYiKdJniAfaHVj0/cCL1Wi6cvT0Si9kvYLFmQ0vmj5l+37YOhuuV7r117fnATPNMWyJILgza+2sI02pBL8AAgTKPHwLhe7S7BU4uQynyQHb9rnSgqq0JltRFCANNPH4nzJgxBToEB3z1/EyIatSyx2mz458e/oqi8ulX3GzqwG+Y+f43T9zZtPYTvf9vmcYxVB7Jx46ffQa/X4pJLx/lVPbntpBNw/qCBDa8fO/VU6DQavLFuHQBg1sWv46iTHTRcqakyYvUv273ag9WTsMgwnHL+aOjDA9+37vaXZmLiJSfgzvWfYVle4B75FuSWwmoJTMJlkzYc8bDXpVVasK70D9Raa9ye16o4YA3aqt7KaiOKy3yfQyelRHn1InsD42Z+WLMLm/a5XhFfUlGN0x+fC7Pj30lokqHR9YS14jnYjM4fHa47cAQlVcH7GrukHwWR6PvUkVBUWNt29h8O14bhvK7c0o3aJiZ5TnRJiUNyXBT0Wh3ueMHefWX+im0tJnZrNRosfOJ6pCX49mjn5+U7cORo013bYqLDYbZY8eEfm2C1HU+KBo3qjl8N9jl7N34wHzty852OeWq/3pjcPwNbjhz1KZbGpg8bil6JiQCA1YcO4evtO9A9Ph79U1IAAI/OuQxderheAdl8UnR8UjSemHtDi6rikq/W4sX7P/MpNq1Wg6lXngyNm0bLrfXquCtxeueBnk/00nN3fowd6zN9usYqbXjtwEeosjRNIo7W5uGdzA/cXqsVOtzV9xHE6PxvNO3Orj1HYS3rjH5xk4Iy/ogB3XDF2WN8vk7KOhhq5sMmWyZeUeF6hIe5/sMgOS4aS566GXrHogiNvh+0EWdCnzQP2ohJTq95cvpU9Omk/C4cQggIbarnE0NchakOUxa/gxpLcOcvUghSqkceK3kNmOQ50aNTIj74xxVYuGo7IiP1OFZcjidvmYZxg10vIgCAI3nebbdbWVWHukaTu+sf95qsVuzKLcBv2/c3vNe3UzJ+eegGAMCDZ01E/04pLsfNKTXg43VbPd7/9VVr8dMu94/FMpKSEB8RgZ4JCTizr72j+lM7/0JhjfOqZWltDUbOexNGi+cqz6nnj8YNjwS/B50rruahxuojAvpI5pXv78fICb71RNRAoH9Mb4Rpmq5+7RHVDc8M+3dA4tpuWAuTzejzdZu2HMLvO5Zgad6LAYnDlWzDPBjqPH8f19NoItEz9TNoNS2T2ylj+mNYb/fbqcVFNW3hs3pPNgrLj1cUdx7Jx9drtuHmeQu8jolciwuLwJaLH0QUV8C2Sij3yaTQwSTPCZvNhuv/8wWyc4rRu3MSqms8/8VZXWPEbU9+hepaz+deceE49M+wzw/67Nt1eG3ecmzZfgT3P/o1Zk4cjazCMphMFuQ6qn1SSvy+JxNDunVCuL5pVaKuzoyqqjqUVtfgmKESj511msf7T+7bGyO7uZ87FK3XY9WhQ02StquGD0dihPOtfZIio/DLVTMRrvP8ODUyOhzJnVs/r666vAYPTf0vjHXOv+Zblu+Aoai8xfFHp/0Xa36wL7QpqG1d645AE0Lg7C6n4VhtAcpNwXmk9bfhL1RbfP+8r7t6Aq4+83Kc2WV2EKI6LkrfE3ptotfnl1XW4Ic1rW+8XFf1HmrL/w/r9h/B0dLj3zfFlfY/bO4+6+RW38Odhdt3o8YUGvNC95QUosLk+x8C3nK39SF558vDj+FApevVyKFK2JT5IDv+L82JJev3wVBZh5ioCAzonorPftmE0gr3c3Cio8KxeO4diPZxhewl543GTVefghFDuuO//7wIw9O74M4zx2P7rly88qZ9gnuV0YQPVm1CrZNfAIsWbsa781YiNiIcl40Zis7xnh/VDevaGd0TnCdZFrMVmXvzUFNUg3/2PwnhOh1qTGYUVFXhrL793CZx3WJbt1fu/rJifLx7i9fna8N0KMwtQWWp8+riqm/WIHd/y5YLsz+6EyecPRIAMHP1R9hjcP4I3J3MnTkoLwleD7ZlBX9hd2XLvn8V5kqfF1YU1uXh7YPPNrye2eshJIY5f+xXW2vC408sQK2LP1Y0QgudxvOCIsD+x8nhoyU+xQoAnaLPQrS+l9fnV9YYse9IoecTPQiLuhThMbfg4QtPw6je3WCyWPD4l7/ihL49cPnJI2Cx2fDqr773dfTW6qxDQdt+0FfvbN+Ajfnu54AqpcRYhatWzYOlWQ89KSXeO/g7aq0d87HvJd3/iT4xHX7xKHnAJM+JEf26oHeXRCTERAJCICk2qsnj1UCKigxDbEwEtFoNUpOPJ2hjR/XCS89cDgCIjQjHp7dejkgn+9RefsWJuPe+s6DXanH20NZv7XUosxBvPvsTDh0swI7N9pW1i/ftw7Mr/2hxbtaeY7A55g/uzcnHbZe+ApOxdY8QPE2lsFptKDhSDKvVhojIMHyy52WkdHVe9blv7q0YOqHlHLvkLonQOSqii6fehUEJvq+I/Pnj1di90fv5dof2ee7v1djNGZdjfPKoFsdfOzAPW8p867GXGJaMyWnnejzvm2/XwyYlJk7oj/Bw75slH80rw52PfdHieE5eGR5+dqHL69ZvP4TMHO8X8riS3ikRD18xudXjaDSJ0GiPP9rVabQY3L0T9DotpK0S6bGbMDzhDUibvconZcufCdK8H7LG8y6Kb69ejzf+WNvk2MsXnYPOccGZT+mr1yafhzPS+6gdBgAgMSwKdw08AzpN09YxNkiUmaqbzGH2hslqxnaDb3NlQ1GULh6adtpOhwKHSZ4TXVMScNvFEwAbEBOpx3UXnICnP1rqU/f8R97/Gb9uCk47iMaEEG5X0kopUVLs/WO/vgO74OWPb8HJpw/GlbdMAmBfkPHqeS2ThOce+BJ5R0pxcGcutu46hKTTeyCsFatf+yem4PrBx5v0blmxCw+d/VyTc/ZuOIgnZ7yCGd1uh8GxS4LJaMbh3f5VHZq3bFjy6WqUl3j+el1x7zQMPamfV/ew2Wx44uYPUJRn8Dm+qopaFBccf7T6j0H3YVxSy+TPme9yv8KKwiXQa8IwMG64y/Py8w145LGvkXu0DBaLDdPOHObT6uxOqXE4+4yhuO6+j5ocT++ahG/euNnldVm5JSh0fK3NAVqFHEgajcDVE0dBr9VCWnORoF2OyWMeh9DEQ1pyIQudtSKyAC5arzQ2fdRQXDbavx1LOhqN0ODktJYJp1Zo8PDg8xCj921bxKO1xfj80LJAheeWTdrwf7seQ7nZoMj92gQuvFAUkzwXDh8rRX5xORb/tQcPvrYIu7PzUNesSrU/pwh3vOJ8Mva9F03EacMyGl6brVaXE/7rFfmQjHnrwN48PHTHJx7P27IuE4czfXvkNe+XB9GtVwoy9xxDYrnAM3dO9zdMp4ZPHICH5x5PEo4ezMeQ8f3x9vr/Yu6mZ5GQan88vH9jJt64x/3KU29lbj+C6nLPv6S//t8SrP7R/mj5q0NrkFvt+rGkRqPBx6sfR2qXBK9iqCyvwdrf7dvB/f7LDnz13vEqqtaHv9xPS52CsYkneTwvKSkGF104Bg/cNw3xcc7nXLqj02lx9uShePLB85y+X1RaiQtufadFxeXKc8Zg/MjeAIAL7nsXh71cuNRaFdVfwmL1XFm97+MfsT/PXmnU6AdBn/g6hN6emAldd4iUn1tcI/SDIaKv9Th2akw00mJdr8qvNBrx/sbA9JgMJCltkDb71JXcqpbzXVujylyHvJrAjunMoep8TOvi2/7j/tIIDa7qeQPidGy0TupgkueElBJvf7cGdSYrLp40HKeP6YdX7rsYPTolNDmvZ+dE3HbBeKdjdE2OQ2SjR15Pfb4UX6362+U9C4sqcOPtH8Jmc54I1taaYDIdTzKllKj1YkFI/0Fd8d6Xt3s8L/tAPvKPljU5ZrPZ8Omby1Hn4T5nzTgB0y63b3bvaW9JX+j0OnRKt68mri6vwf1n/Ae1VfY5S6ndj7dyGXrKQLyw7PjKUyml0/1tvXHHC1eja0aax/PunnMlzrn2FACA2WaBtdmfjit/2II59zpvcP3rtxtw+GCBy7GL8suxbuVeAMD5l5+Aux73bSXyNznf4FD1ISSHpyBO7/mXS1iYDuNP6uv1+FarDY8+/R0M5TWoqjZi3eYsaLUa9O7hfOV3alIs/vfEZdC6mWz/2X+vRc8urtvzAK5XRQPAB79uwJYD7qu5ZksuzJbDsFiyYbN5rsrPOGk4uie5nmcazHYmJqsVRwzBT3h8VvcjZPm9sNpsOO/nD5FfE7g/TJcc24039v4esPFcSQqLRXK4/d/VZAv+Qpe+Mf0hRPB3fdlX/hvyanYE/T6txWbIymKS54QQAtNOGoBxQ3og62gJDueVobC05S+FcL0Ow/t09WrMR2dMxvQJxx+ZfbR8E37YcHxFYFpqHBZ9dZfLx2TvvLMCC+bb90D9e+thPPHPBXj80a+9und9n7pP1m3Bt1uc/xC49NoJOPHUlnP6aquNbhO3f97wLrL3Hmt4fdm3X2HV4UNexeWN7HJ7dSc6PgrfHH4TkTGeH808+O93cN2FntuNfPTUfGxfvbfVMV6bcSp6RjdNcE48Ywiuf9j5PDhjrRkWs+vHkxkDuuD+py72OY6Kilq8+coS9I7ujfhGyd3sB77A3j3HnF6Tn2/w+T5arQannzIQ0VHhyC8sx2+r9ni8pmdX9wlccnx0i2NbCx9EUc1fAID3flqHl79e6fL63p2TkOJkjMaqan9GZc0PSIr/B8L0nh+1TxjQE1Hh6rT5SI6KwlNTT1fl3m5FnA8R/xq0Gg22XnYvOkd5N4fwiS2/YOEh93NJDaYa3NA3uCuYAWBEYl8MT7A//r12/RM4Wtv6RTuhQCO0ENyVg5rh3rVouXdtZXUdzr57LqSU6JQUi1cevgQJMRH41+s/YdaMCRjaz57YFZVWIjXJv4nSe3IKEBkehl5p3rWKsFis0Gg00GgEiooqcehQEYYO6Y7IqJa/hH7/bSeSUmIwYnSvJsf35hdBr9WgT6rzRq5vPfsTBgzrjjPOG+n157FzYxb6DeuB8Ah71bKouhpJkZHQajTYu+UQamuMGHXKAGzKO4pdRYW4brh388kA4EiFATN+/gLrr7yjyfE1P2zCtj924/aXZjq9rqSqCsZaE7qmNk0sSvMNMNWZ0bmXvQKzYck29BzUraFa2Fo7yo6gd0yayzlCxcYKWGxWdI70vj1Ic3lHy/C/5xfjmdeubvFeTbUR3y/Y1GLbuv378tCrV2qL+ZIFheW47Y6P8N239yhSaTBZq/BTzu04P30u9Jooj+dXmPYhStcdOk00aupMsNpsiI3ybf4VHWe12dxWU4PpcFUp4vQRSAx3/e/+zaFNODGlN3rGKNdoutxchXi97/sUtxeK712b2EOOOONeRe61ZsHD3LsWrOQ5FR6uA2w23HbJyXj4ujNw6Fgp4mMicedVp6Jfz+OP8m55/Atk+bk6cFCPTl4neIB93pNGI7DnaCH+s/h3jBuX0SLBW5d5BEfLKmA0mvHWy782ebwLAAM7p7pM8ADg/CtOxJiTvVtMUG/ouIyGBA8AUqOjG36RlBSUo+hoGbYV5KPGZEZypHfzvebcNBdrF29FelxCiwQPAAae0BdnXHVKw+vfczPx6JpfGl4nx8Q0SfB2rzuA/MNF+PP7TVj8wfHHQSecNaIhwSuqq8KEn1+C2eb/AoCvD6/Fvgp7xezRrZ/hhd3fN3l/RcE2/HRsg9/jA0BySiwuusz5fKKo6HCn+xL3H9DF6YKYTmnxiiV4ABCmjcHJaQ95leBJaUWULh06jb06FxURhtioCCz6cyd2Zh9veWOxVUGyKaxHtWYzRn70BsqN6rRo6RmT5DbBA4DLeo0NWIJnkzaYbZ6/LzpygkcdQ+A3Am0HzGYbuqTEY8HybTh1bF9s3ZeL00b3wYBeTTc4X/DmLQH/y3jL1kMQQmDUyJ5O3++ZkoBrTnFeDVuXmQOrTeLMc0ciITEaYW62c3KmR+/AzTEqLazAmEmDEBEZhjl/rcKITl1wXj/vtgy74uHzkOLi8V7B4SJ8/eKPuOd/NzYcG5nSFSmRrh/VbVyyDf1G9cIFt05xeU5qRAw+PfU66DX+tyR4euTlDf89udNQlDRrZnxZ+kS/x64XFq7DCRN8S8SNRjPCw/Ww2SQOHixA//7HW8YEI8GzWG0oLqtC55SW89k6R41wek1BSSW+/G0L7rvS3sz7cOVCFNWux7hOLzQ5T6fVQKsR+GmdfY/h3hlvIilyErrEzgjwZ9G+ROr1WHrZDYgP7xiV0IW5f2FfRS7+MeRKtUOhZjhfTlms5DmRV1yOYkM1SstrcOdlE/HmozOwaOV2PPPB0ibnBePRR2VlHSoqXK/ujAoPwwl9ejh97+qRwxBlsEKjETjpFN+20wq0d/9vIVYutD8Cf2TCqZjW1/vEpOfAboh2scozKi4SfUf2anIsMSISw5Jd97q77onpOPkCz1X7jNjAPLYFgLO6jsSptoE4sFPdhrKHDhXj2qvfAQAUFJTjmWd/DOr91v19CLf/+yvc/sRXPlW5w8N06NIoKewZezFGp/6nxXnnjR+MQT07IT0tET3SEjAw5SV0jrk0ILG3d51jQqMHnzPP7liM3Ooyzye6IKXEy3u/Q4XZvvL3gm7jcd8A+7xWaS2GrHa+CIqovWOS50TfHqkY1rcLIh2bm8dFR8BQVgtTrXcrsYoMVX73/Trt1IE47dSmFa+F321EdbXrLYZKS6rwwn++R+6REmxa51+Tz7LiKnz38V9O38urqERpjee2Io098sZ1mHZV4CdRxybG4JybWk5I37piB/5e2fqtrVz5qyATlmYtQEoKyrF362GX1+zddgTb1mdiffF+vH1gSYv3C46VYf2qpr0UbTYb9u7MxTsv/dLi/A/fXoE/lvn2OfbqlYL3PrC3oenSJQEffXiLT9f76oThPTFn9kV49KlYVMds9OqaFZv2Y/W2LFw+9XiFWggttBrXVafhGV0wIqMrtJqIgE02Ly1/Blar7zt0UOv1i0tDjN67nVScEUKgc2QidI4WQ3qNDlG6+u8fI6TN911tQoG0GTy23mpz2CdPUUzyXBjQKw3VNUasWL8P/37tJ5w2ri+evPMcr659/L1fsHbXIQCAzSZb9AcrLq/G6p3ZLq//978WYOPGrIbX2VlFMNa5TjAjI8MwaGh3jBrbG5fd7PmRoM1Jh3iL2YLyMufbg320cQt+2t36VajBVFlajUrHCuhvX/kZHz/5bUDHf2vvHyiqa/r49cD2HKxe/HeLc+e//wcWvL8KUy4eg+k3nYb06FSckNSyRUlRXjn2bDvS5Ni6P/bhnZd+Rf9B3ZocLy2pQk2NEYOGdW8xztHaghZbPtV7++C7OIYcT5+eRxYvW01oNAJJ8VHoE3MSekQ7fzTbXFpiLKIj9Hhj/moAQK3R7LKVUDAJEQ4EcHWi1WbDnoKigIx16w/f4/fsLM8ntlHTe45FQpjnuZruXNVzMqJ0LRNFoe0GTezDrRo7GHJr9mF5gfsKoyy9DjC1vf1pKXRwdS1arq5d83cWHnx+ISaO6YPy6jpUGmoxbnhP3H/98QqSzSZhtdqg17ecwyWlbJjr9N7P67Hkh2144fFL0MsxyX/l9kz8tH43XrzFef+zn1ftxOnj+iPSx31wrRYbTnryTdw+dTxuPM3548ms/fl46t7P8fEvD/o0tq9+2LsXPePjMaJLF4/n/nvGq5hy5ck49RLXDUp3FhdgxeerYdlVggfm3ep2vNJ8AyxmK9J6KLdKD7D3y9NrdMg7UmKvLPRw3zbEGSkljHVmRDT7t/9wz08wrtXgthtb/qHxjx0vYmbPi6HTaDE/5yc8OuiuhvcOVGaia2QXROv8/wWaU3MAXx/5Hx4a+LrP17748XL8tTUbC191vfOFxVaHwop8LPmrEDecewLuefU7nDN+EKadOMjvmJW0J78QxVU1mNi3Fworq1BaXYuBnVORWVyK+777GT/O8twc2ZOs0lJ0iY1FpN777eYotBlMRdhbsR5JYZ3QP26c03OkrIMQwZtHqfTq2tjEHnLkJGVW1/65iKtrAVbynIqLjkB0ZBi27zuKpLgoXHLWSIwe3HQe3Ltf/olr7/sQvzp5RNh4MvvVU0fj7usnoXPa8b5leq0WVSU1ONqs+TAA1Jks+GjtVphstiarY/PzDC1Wy27OykV1VR0sjkfDNTVGjKqJRWyE6+Qwo39nvPSR50d2327dgVd+d/74trHvdu6C0dJyFZvJYoHZiz0lt2fnYM+0RJx0rvvWKiW1NYg6oRuueORCj2MmdU5wm+C9s3stfjzk+bGn2WbFvH1/tXhM68pFK1/HnvJj6JKe7FeCB9i/d5oneAAQHqXH9KudP/5+ZthDGBjXBz0iu+KS7k2TwH6xfRoSPLPZiutveQ9lBucVW1d6RPXD7X2f9vp8i82Ebw7/A3XWSpw6ui/uv2aS2/Nzq//Cvpq5uOFce5I/5/bzceY47xbpeONYaQWm/t97DY+9bNKE0irvekw29+eBQyiuavr1K6qsxpFSAwBg05GjWLTDviikT0pSQBI8AMhISvIrwauzmLG10HmPRDpOVv0P0nLE84kBlBCWik4R6Sgyur5vMBM86hhYyUPLSp7FasParVmorDHi/QVrcOeVp0FIIDUpBkMH2Hvk1dSaUF5Zi5TEmBbVPCklDueUoqikEuNG9XJ6z/nfbcT4k/qiW1fnbVRqa0yYfslr+Hr+3YiJicBjD3yJCy4Zg/GOBRU1RjOu/t+XGFwYhokTB2Da+c6TpEPFZXjt699xSmwnFKXrMKFvTwzr3hmVhhpotBpExzr/IVJQUYUqkwl9UlwnKzYpcff3P+HJMyZjzsx38Y+5NyEpzfUOAZVl1YhNbLoK9uYTH8dZ/z0fez7YgKsfvQh9hqe7vL7xfUvrapyuqN3w698ozTdg2vWT8O6u9Tipc88WizK2FR9DbFg4MuLcV/rqrGY8/fcSHK0pxf+NPh89olv+W73y6De48o4p6JyehBJjFZLD/W/JsHjhZuQeLsas+87yewxPdu0+iiGDuzl974df/kZKcixOPqH1G9PvrViN/rEnh8wG6lkFJcjoZP/3NluLsPvomegc9z06JRz/ftufX4y4yHB0jj++QOGmDxfgoWkTMaiLvXXSf35agfOGD8SodO+aoKttW2EeXtn8Fz46O7BbDrY3svpTIGIqhNb1Ai53Xtj7T8TpY3Frn0cCHFlLW0o+hF4ThWGJl3s+2QPFK3kJ3ZWr5H0/m5U8sJLnlE6rwfxft6JLShwevO4M/LUpE0aTBSaLFRaLFfO++BNarQYarQZHCspwrMDQ5Pqb7/sEazdmYtuuXNz47FeoNbaczzT9knFOE7xjR8vwyMNfIjIqDJ9/dQdiHDs8PPvylQ0JHgBEheux8KGZePK/M3DWeSPxydzf8dWH9jlNFYYaPHLbR7CYrQjX6dCvdyeMOCED6UkJiI+0j/fVe39g0adrXH4NOsXFuEzwHv7xV+wvKoZGCLx50flIjY3BZXedifiklknXupwcVJtMKMwtwXUjH8WhPUebvP/myicwY8pJOP+WM7zaTgwAVh89hJuXLnT6XnxKHJK72L+uyRHRiNS1rH6MSOnqMcEDgAitHqdlpSHytyp0inC+MtFYZ8aHLy2238+LBO/ujR/gaI3zPVrHnzoA514a3J9JrhI8AOjSKR4pSZ4/hxffXYavf3a/r+rAuIkhk+ABaEjwAECvTUVm/nX47M+mi5R+2bYPGzKbzl+8Z8rJyGj0v4N/nXe6Vwne4VIDPtv0t08xbsjNxbyN3i1W8daItC4uE7yCmkpklSuzX3CoE9HX+p3gAcD5XS/H2MTWt0jyRr+4aciICcHdUCgksZKHlpW8enmF5Xj5/RV44bHjW0xZLFbM/Xw1br5iAn5bvw+ZucX4bfEOLPzgdoQ7+tIVFlUgOSkG6zdn493v1uDMKUNw5ZTR2LD3CBJjItGvu+t+dOVVtXj3mz/x0I1Tnb5vtdmw80gBRvRqOtetpKgSGo1AYnIMrFYbvv96PXqkpyC+byI2ZefiqvEj/fjKOLf8QCbG9eiGuIimVcAVB7PQOTYGKWYdVv+4BRffejouHv8YHnn/FvRNSMTSL9fi6oedb2IPALVVdfjt01W48PYzPcZgsdmgU6B7f12tCdXltUju7HwPWJPRApPRjJhmLV+2l+XgWG0ZtpUdwRmdB2NscgYAYG3RfoxJzkCYxnkPQ7PZij07cjC82W4loaTUUI3wMB2io3xbDbmqYB5GJ12KGL2ycyXVkFlcipUHs9A7OQmReh3G93Jdoc4uLUO4TosasxlZZWU4s2/LRTq1ZjP+/cdyPD1pCsJ1gWlv+uX+v5FTWY7ZY04LyHjU9qhRyRt1mjKVvNU/sJIHsJLn0nm3vI0N2w7hginDmhzX6bS487pJCA/X4/xTh+LWSyfgyqtOakjwAPs+tFqtBief0AcvP34p9ufa+4VlHyvFseIKAMDitbvx1Os/t7ivVUoYdFaXy+bzyirwzHcrGl5XlNdix9bDSE6NRWKyvQqj1WrQs3cqcg4VQQDQNtsPd9WvO/DDF+tQW23Em//3PaxO2r2YrVb8lXkIH6/f0uK9M/r1gYBoMVftaEUFSmpqIW0SZqMZGo0G/35uJk4clIG07sluEzwAMNYYcXDroSbHCmuqkWWwVxsar1JWIsEDgIjIMJcJHmBvTtw8wQMAi7TCZLPi9M6D0SvmeFI/PrW/ywQPAAqOGfDJvD9aF7QTWdlFMJTXeHXuzvK/YXazmjYpIdqrBC8zt2mfvChdIrSiYywc6JOShJtOGguj1QKT1X07pZ/27cOKrCz0TU52muAB9u/3gcmpAf2+v7L/yHaR4H2SvQRbSverHQZRSGKS58SxgnIYKmqxYfthTBzXF4dyS1DsaM/RnNliRW5heUPLh89/2YTiRhPbE2Oj8MT19srU5aePxGkj++D/nl6E4hwDDDnlLcZLio3C0zOnudyJID4qEu/fcfzxy+HMQiz54e8W52m1GljNVvTrnILLT2zayiK2UwyWF+RAq9MgKS0OQtPyXi8t/xO/7jmIbgnOE5xHf/qtYYI5AGSWlKLSaMLE3j3RKT0ZV9x3NgBg4Jje0Gq9+zZLSIvHg/NmNTm28kgWvty9Hb9m7ceoj95ETkXLr1koGp3UCxd0H4VxyRlICXf+qLcwz9DiWPeeyXjxnetglTbUWk1+37+qWV/FhT9uwfYd3rVSWVH4K8rNTRcF/Vn8Gwrqjrq4oiWjyYL7XvwO5ZXH+yuOTZ6BSJ3rOZvOWG02fLXyb1isnhe/mG1VMFn9b6jb2P78Ypzz2ketHufsgf1xWp/ekOadsNX+4PScu8efhGtGjnQ7jl6rxU2jxqi296xarNLW0ODYlUFxPdE50r+FTv6wSityaw4pdj+i1uhYPzG8FBsTjnC9DsfyDdh9MA+//L4LG/4+hPPueAdHm82/i4uOwGPXT4HGkShV1RphdfEL6bxH30deSQVmXnsKpp83Bq+8cJXPsc1buh4f/358PlRMXAQe/PcFLc5LTo1Feh/nc9wGDOmOcSf1RVi4HlfeNhkaJ7847ps8AQ9OOAmf3fQFaqrs+13W1Zpw+fB/oNJQg1cuOhuXDh/ScH6YVouEiKbVHSklrhjwIFYvavko3B1DXS2KauyJ8mUDh+Hxkydhe1EBXj3jHPSIc11VA4BjWYV4/OKXWhyvqzaiptK7fTurzSYcqgzMXKVSYzXu3/QFbLLp98TdM+fh1iveQnFhhdPrfsnbhKd3fenXPQsKK3DF1W81qQY/eM9ZOPWUAV5df0+/R5ES3vR7p9JswJdH7DtnNP9cnAkP0+HHV2chPta7/YpdMVts2JGdB7OHahgAHKn4BgcMb7fqfvX6piXjrWsuxE879mJ/gX/7UzchTYD0rpJKx60q3IV/bf/c7Tnjkgeia6T3u9VIaYY07/Z8ogsFdcfwxZH3XL5vtNbiWK3rPqgdHpshK4pz8uB8Tt4/XvweW3flwGy1YfH7dyBMr8PezHx065SA2Bj/lrVnHi1GRtdkWG0SWo3wa9/Qxj34Xv3vj9i89iDmvHMdunYPzl+yB3fmoO/QHg33fvW1H3HGCYMw/GTvtinbtnovhk3oD41Gg6UHD+JYZSWuG+W+Xco7mzegpLYGj58yyed4TXVmbF+9F2OnDsPu0kJ0j4lHXFg45v37W9RU1OK+V2d6HGNJ7j78eHgX3phwiU/3XnZsD07t1A9h2uOPY01WC5bk7cD53Zt+zlkH8pHeKwU6vf3c9X/tx6Z1mbjkypPQpWsibNIGk82CCG3Ldip5eQZ06ZLQ8Lq21oTCwgr07JnS5Jg3fRYbfz/Vq64xYsZt72L+3FmIcoxhsZmxv2onBseNwr933ox7+z2D5HDvFsqEgjqzBRF63+eyfbJuK4Z364yRPdz3e6yp/B802k6IiLrM6fvSZoDQJHh1TyklYM2F0DnfvjBYpJS4889F+L9xZyIlwvVe0Eoz2Sxupzj44udjK1BYewDXJayAJtm/NjoAYJUW1FprEOOkMp1ZtQPrihfj6l7BX2nbWqrMyTtVoTl5P3JOHsBKnktD+3VBVbURQ/p2aXhEsuyPPfhu8dYm51VWH68O2WwSpRWu/1rvmhSH/PxyPPHBEny7crtfcTX+hXziKf3x5me3BjzB+/GTP7Hh992orTZiy6p9+M+sDwAA1SYz/srJQZnB+aPrelJKLNq1BxabDTHxUfjxXfscwvT4ePRP9jzp/rzY7n4leAAQFqHH2Kn2eZTv7FiPl+cuwot3foByYYY23vM8sj1lhegXl9Ikwas0ua8Abig6hBd2LsXXhzah1NS0h1qYVtciwQOAjH6dGxK8hV+tx+5tOYiI0ONbx4pnjdA4TfCKCitw520fNtkRYtu2I/jQsbK6nqsET0qJikaPUN/8cCU+/KppP8ToqHC8+/w1DQkeAOg0egyOs38eDw54vk0leNV1Jkx88m1U1bneGrDOnA2TJa/F8ZknjfKY4AFAWMRk6MOcN/OW0oK6womQ1kLvArYchCy7zrtzA0gIgcld+yDWzfZiFpsNdVbvdj8JFF8TPJu0YUvZHqfvnZp6Ii7ofnmrEjwA+NuwDl8ecV417hMzrE0keGoRUpkPsmMlD84reZOueBkAcNk5Y5GaGI0Z549pcZ3RZMG029/G/JduxKFDxbDpBd78ZjU+eupqp/dZuXIPVq3eh/sfnIZwvQ5hXlQWNu7PwYjeXWA12xAZ5dsOGABwtLQchpo6DOneqcV7WYWl6J2a2KKSs/mPvUhIjYVOp8VHc37C1fdPQ9+hLbfTAoA9G7MwcGzvJmMYLRbctegnvHz+2SjJKsaeDZkQkBhx6iB06e0+OSg4XIRbRz2EGQtuR2kMcPe4k5q8f/fSnzCxe09cNmiYixGauv/s5xATFwVc1QunjBqI+L11GH3qIIRFOF8A8O6edYgLi8DlfUY2HBv/w6v4dNI16Bvn/JFQfm0FMiuLMCHNfX85KSVuuPA1PD/vBqQ1WsyRd7QMNqsN3dK9W3WanV2E7xdtxn33T/Pq/MY2bMnGh1/8hQfumIq42EhERYZBq9Egyo/vrbakvKYO8VH2CnxhRRV2Hy2E0AhM6NsTOq0GxwwvQa9NRWqs50qvP4K9c4FS3t+3DgcqivDcOOe79bhzsLIAn2evxRPDLwp8YI2Umyrxn93z8Nzw+6DTBK+Nj1VaoQ2hNkH+UKOSN3qiMpW8VT+xkgcwyQPgPMl74+Pf8f1v23D9jPHQajU4/eSBSEtuOYF+58FjSEuIxRP/XYS3Xr4GVpuETqvBp4s3oryqDndd1rreSbf9bwGunzgaL8yejwW/+b7/4i9/70NmYQnuOrPlbglnv/Qh3rz2QmSkeVcJtNpsuOqjb/DGZecjNSYaFrMVd5z+NOYsuB+JbpogA8BXL/6Ik84ehV5DnCeLAPDW/R9h3LSR2L1mHyY/cBYMdXUY3qlp76rCmmrE6sMauv9n78zBC7Pm4a01//Hqc/jXVW/irueuQExiFHauy8SJU4d6vKbabEK03p4ELf1uM/ZsPYR7/nOpy/OLCypQXVWHno3mRFqtNlitNuQcKkZGv05+Pao/mluKwsIKZPRJw8LvNsFosuDWW33vl2UyW/DJN+vQs3sSpp422OvrVh/9A++/k413/nk1IsLb7irZbUfy8Ov2fdh1rBAvXnEO0uJ8b2BtsdlQZTQhITK0EjdpLYE03A6R9AWECMwjzsYsNhss0ooIre///uWmGmwsycaULkM8n9zOyLqlgK4PhC5D7VBgsVVCp7H/LlM8yYvvLkefco8i91q1+BEmeWCSB8DJjhcWK7buzMH+w4W48vxxeO/rv9C1UzzOO71p9ai6xogrH/kIX71wA6KabSVWVlEDi2Nv22c+XIpn7zzP65VxWXkl0Gm1SE9LOH6vqjpEN5oLWF1nQmSYvmHBRyA8efP7yDtSjH/PvRHdejvv5fdn5mGM793D71V+FaVViHPRcHfuWz/i/IvHo2sX15OoK4xGhOu0CHfMe7NabcjZewyzM1fjrlEnocJkxDkZA6BplkQd2Z+HfVsPY+rl9srg4X15+PK1X/HoWzf4FH+5oRq3b5iP10+9FCkRzj+P377fgtxDxbjx3uP9/r7/ah327TqK+KQYnH72MPQbaG+ou7JgN749sh5vjvMcx/p1B3Fgfz6umXkKior+n72zDo/i/N7+Z9bj7gnEcHd3KO7Q0kK9lLo7dVfaUqG0pQUKpUhxLe7uEkhC3N026zvvHxOyLLsxSmm/74/7urguduaZZ56VzNxzzrnvU0ZaWiGdOkU5jDNaTahkSlLSCtl3MIFpd3R3MlvDsT9/B9nxSib1ujmmr0XllSRkFdCtWd1dUK6GVTQhu4FWLcWVOo6nZzG4mS1Su/78RVafjePnKeNrOdI5zJUrkKv7IshvfMpbFK1g3I+gvjnf0S3UD2LFj6DqgKBy3qP2ZqFMf5zLRa/RIXQLcIvk/V/ArZo8J0jLLOLVj1ez92A87325gXsndncgeM9/spLCUi1rv5nhQPAAfDxdCfBxR6c3ERXi60CKjh9NxmRyrhjcczaJw3GpdtvcrhF7PPvzWrafTriet1cjHn17PNNnjiEwzL4TR3lJJUW5knVJ75jGdu8lN72Q+Gu87WqCUW/knmbPUlpQ7nT/6UaQaKi93u/tvTv4/ZytnlEulxHZKpxZA0YQ7uHFu1u3cO5UEgDvHNpOcpWjv0FnouIqa5vGzULqJHgn8jMctnl5u3F3y654qWpWjd42tqMdwQMYObELT746ioBAD0qLbeuQXxRocdi5075FtFJosH1W3brHMu2e3gAEBHg6JXgADx99n+SKTNQqOZ41tK27HvQKGHhDCV5Jha7W/an5xWw92TD/M60pk82pg/7OshyQW1bB3sSLWKwl1dtGtWrOnMmOqvb6QDQnIIrO/wb+LgRB9j9F8EqNlSSW51z38QcLzpBcUX9rn38LgvvD/zrBA/DUdKJt8Mp/dxG31LU3FbdInhM0CvMlwN+DCwk5xEYFoJDLWLLqCHN+3VU9ZtLQDtXpW71RKkResOYwhaX2hfcpWYXoDGYAiooqmDtnO0ajmT9+P0B+DfYZ993Whcn92jnddwVfPzyWwe3rp3C9FnqdkYzkfOJOpBB30kYmg8J96dyvBcoqY+edl5I4kpzB1qWHWPbdNqdzXTqRzMHNp+t1XpVGxdK07/Dy96i2xCjJL8Ogk/zgvh81mr6RkbXO8enAodzX1lHIEO7hhUImo5M6AF8PSRnYwjcQT5VEcpq0a8T4GfW/+V8uLeDO7YuoMDkW6w8Pb4GygbU+CqUco8KCm4cL6SmF1dubNg1hQF/nKeMjhQm8enpRg84D8HXHF4lyDyMk2JsxI9o3+PgbgRXpc7hY5mikfQWXswq4473fap2jQ3QYr08Z3KDzuinDGBjuvOXd9aJ5cABP9c0hp/gdu+1K+fXVYyk9X0Wm+Pv9gf8ruH3Xj2RVllzXsadLUliaur/ugTUg31BMufmWNU1DIJf9d5TTt/DP41a6Fuc1eTsPxvPB1xtRy+WsWfg4FVo9ZpMVfz/7FJ3ZbGHI/d/w3tOjOZ+cw4TB7QjwsY35cvEuGof4MmFgW3JzS3n2qd94652JNGtet2LvWiQn5BLVxCagyC2pYNPxi9w3qGER6aO7L7Jh8UF6D2uDIAgMGu8oKgHYcPYSHmoVfZs6jxg1FGezc/jj9FlMVgsbLsWzY/oD/PzwPDoMaM2I6c4J2KGNJ9C4qGk/4ObX8ZwpzKatX8O/J3C0JjlfksXz+5bye/fp+PrXvwbMKlqRCf/ss9jkR3/ik1fHE92ofl5ji1Pn0d67M628an4QSSg7TahrNG4K50bQAHqjGY2q/nVjleYilDINSplrvY+5GkazmYOJafRrfn11UaJoRRBk5FdoeW71RhZMneRQFnA1vj14iAgvL8a2bHFd56svDBYzh3PS6Rt2Y/5Or4bJasEiWmutwTtakEJHv0bI/+Hf6RUUGUpZkbGDh2ManiqvCxXmcoxWA76q+vvu/S/j30jXdup5c9K1uzffStfCrUhejUhKzsWoN+HqpmLP4QS8PV0dCB5Ibc5mTh+KYLIyY3IvO4IHcMdtHRjQWWpVFBTkxe9Ln6iR4BlNZt5d8Bc6g6NFgdFo5vWnF1FyVecNq9WK3mh2GDt31T4+m7WuxvfWpV9zzrVU0qhHZI0ED2Bkm2Y3jOABhHl5MaRJLM/26cWG++4myN2d1xY/VSPBAzDpTZiMDbNsmLTmd3ounltja7j6ojaCV6C3j9g+Ovlb3tuynheOSFGk905v5qdLtghFK+9Qeh4I49c5O+yOSyrPY068/barkaMrYWt2/SKl14vZ79xOVET9+8l29+mLp6X2Zu7LMr6n3FxS65j6Eryl+06z+3wSxwp+JKFsS32X6YD88koWHTxV7/FGi4Uyvc0+R6giMS6KeO7r2qpWggfQPzqKDqHX95DQEORoy/nx7NF/ZO4FCYd571Ttn3kX/8ibRvB0FgNKmQI/de2m6NeLY0UH2Z676R+ZuyEQRZFc3SkASgw3tiznFv5v4RbJcwJRFFm04gjurmpee3IYcpnMrq2STm8kO6cEQxUZ69o+kqXLj2C8hnBVVhrISinEx9Mx8vDtl1v4Y9EBh+0ndyXY1WxdgUqlYPHG5/G+SrQQ4uvJI8Mdi+qjfL1Q18CLRFHk8PYL9CpxISboxvnrFWprT5nkVVTw/LpN9IuOJMTDg0gfqe6vLpVpnwnd6DK0vcP2r5+aT/J5x5q5PekpPNimM2836cndHV6z22e2WinS35jUzqRt87lQbKslevGDSVT6WOkTLKXhnmrZn7ti7GtwXNRqHnjcntC6KFQEampWJpeZdKRq8+22LfhtH8vi92FooF/Z+q1nOH8py2F7SKBXg9S+yXFWvphXe4ptovvbJCfW3aWiPojw9ybQy52+wa/Q0vv6ozdhPp78dL+9wfWmc5fYeUmq4TRaLDy0aCWlOonYLT+xj9fWLneYp7DsU3o2rrvlXOugIBp5e9e4XxQdH9CuB409fVg0zLkJ87X48swe/kqvf53jfU2682b7hlv1/FN47tSXpGizmRjecFV5fdA/8DYmR9z9j8ztDGarc+9GvaWYI3mfYbRUsDf7OQyWkpu2pn8conhz/t0CcIvkOUVmdjFmi5XySgPFpTr+3HiC8qrWXuXlesZP+Y6vvtvKkeMpAHh6ujB71lRU10QmsrNL2bjhNHq9iQW/7GH1ymOUVBX/3/NAH0ZfE0UrLa7k7SdGEhhY+1PqKw//SnpKfo37b+vXhqdedu5jVZxfzs8frSPYz9NBDJKfVcwvHzrvr1kXpi5YxulMm5nsV0/8wjt3fMWhDVJdlreLC1Pat7EjExarFZ3JOVFJj3ckI1fDP9yPrb/bEw2dycSru/8C4Laubfhyg73lzJbUeJ7aub5e7ycvq/YeqH8Nf4SWPlI0q8hQSXTTYD7qOoaxjdoC4K1ywU1hL8i564W++Pja18P4q93RmWsmDM29wngo1r4uTa6Qc7wskQpz7SbNew7GU1JqI7VKpdyuj/DeI4m88OGftc7hDIO7NeOL58fVOqaoTE9yTs2/0YagW7NQWoT/M+bLbmoVriopFamSy5nQvhXuaul7G9HSyIuDHQ2MGwcuwUXd/m+fW5fXA6s58W/P0xD0C4km0sOn7oFAYlk+P8UfqFay/xfwebunMYtmyk2OD8L/a6gw5fHb5fGSIvoauCh8Gd14MSq5O6Mj16GWe9/8Bd7C/xe4RfKcwGC0SI7ZIvzw6y6enz4YHy8pGufhoWH5okf55L3J9KmjtVdMTCBvvj0e0SpSWWkkO7MYvU4iNZ5erri5qdm3K47ky9KN5NWnFqHW1G2LMuXBfgSF1u9CDXAkIb06dXn+aBKzVjzBnU8OcRinVCnwrqVebOfFy/yyz3kf2rUz7uZwSjqpRSXSGl8czbD7+hPRPAyQbqBDm9k+r52Xk5j6x3K6fz+X/ArbBTvpbBrZyXm8MPi9akGGMwya0oN2fe1rnVyUSt7vM5hhUdJ5AsKkSOXx3Ez0ZhNH3tnD+My6a22sVitPjJtNfrb0XiwWK3u3nLUbo6oqus/QljBk0/d1zllq1DFx11wqryF0l8vymH1xKyZr/aNe0+7swSed78NPbV/v9tbZBeTrS6pfHz2ZQsFV6f2h/VvRPNaWZu3aPpLnH5II5Mni85wsPuf0fIWGIoqM9qS3Lgudnq2jKGi8mkvlp7nrvcWk5dZOmmtCZuUZ/kh5vNYxJmvtKt3a0LdJFN2ibO3DRrRuVv3efNyG0Nj3+eueuy5o/NcjU8TabRNFM6L1n1HeAniqNNy94/d6jVXJFHgpXUgosxHdQ/lJnCu+8WrWMlMlu/Pq7gLkpnBhd95xsnQ3oJ/wvwx3ZSB3Ri+pLgP4v4JbHS9uLv5v/brqibBgbwBkIvj4uOHn6056RhFFxVryC8rr7F2rrbQPwbu4qnj0icE8+uQQgq/qOQqQn1tGeal0k/ppyaM0bxVW5/rad4t2iBrWhI0nLvLp6t2UVLVfO7EvnqL8cior9OivWae3vwcTHq45DdLIz5uWoc4jKiq5HLVCgbyKoAY3DqDb8PaExTh22gDo6BvAN2NGsWfGQwS426JbK2atJ/1SFkvT5qCupfdqcCN/ug1t67B9QONoh9Tj7BMHiS8qpKSwnK796zb/lclk/HHoDQKqviud1sDGpUcwOqmVDHfz5ouu49iU7ryN0hV4qVw4NPIVXK+J7jX3DuXIiLcarNZ1hr4BbfBQ2koDnn/sNmJr6TCiVikIqYoaW0QLZtE50dxXsJ+DBQexWkW7Nn61YeGWY/Tgfpq4t+H1uwcRFtDwGqqCMi1bDhoYH/FpjWNydWdZm/aQw/ZyYzol+psbJcurqGB/alq9x8vkjn8bVt0azCXOieUXx/exPyvV6b76ItbLn62jZtRrbCN3H7oFNubpwyuqt2Voi8nROXcFcIb3z67kjxTHspRrUWgo40jhpXrN+UyzqTTzbFzvNfyXoZH/M7WFt3ALV3BLXYujutZgNDPs9q9QKuRYEenVMZrcglJaNgnj1Jk0fvr2PuRyGUVFFeh0JjILSjkVl8nDU3oBMO2lBTx330A6try5Dcad4fn563l2VG/C/b3ttv/03mo0rmrufn44ABsX7WdlRRYzJw4iKqDmWr2S/DKWz97M9Pfsa4B+fXsFtz87AreqiOeJHeeIbR9pZ3y8MyGJg6npDJf58uOLvzHneM037xuFvMwi/IK8kCuck6jdGcmEuHnQ1Kf2CN/F4jwiPXzQKBxVhvtzkqkwGxga3txu+96cywS4uNPcyznRrQm/Xt5Lz4BYmnn+80X7V6Cz6JEhQ31Vv9w5y/YR1dyF1rEhhLuGsu9kEgvWH+GnN6bUOd/GQ3G0aBxEVMj1133mllSw4uAZHh/eE7PFikLu/JnUYCknuXwH4W7dScoROZuejV6+E6O1hEd7vHvd528oDqensyUhkTcHDrjuOaTrsRFBcOwfuzsjmWgvXyI86k8MLFbrdRuX3wgUGSrQyJW4KuruG10XzpYksCZrJ6+3fPgGrOy/DZO1AgE5ClnNfpw3AjddXesZLnbu/uRNOdeura/cUtdyK5LnFJWVhup+ns88PJBd++OJTy0gp7iczp2jOHwiGaPRzOZt51i89CARIT50vKpd14/v3tlggvfJwu1Me/s3dhy/sUqqL+4bVU3wrFYraYm5ADw4cwxTnx0KSDeWvdvPMrhpFKHenpzad4lZTy90Op9cKXfasWI3xXy3/wgA2tJKZo75hLjD9u+lZXAgI1o0pcPANszaI918raLI5ksJf1sJewX6SgOH/rKlVj9+bD5nDtUc0UkoKSBLW3dk4tOTu/g94SRvHNlst31XeiKfLtlYTfDyckpZUKWgTa4oJFcnpd4SLmWj19dPKOGjckMjr72X7OKUPWjrqMmrCYcKz1JgKLHbtih1Deuytttt69Qyggq3XM6VSVHK3h2i+eblmtu5XY0R3Vv8LYIHEOTtzuPDe3IhI5cxH8+vcZxa7kGluQCLaMBFqcDLRcOU9k8wrcPMv3X+2nApv6Da6/EKukVE1JvgJRUXOd0uCEI1wbOa7KPD/cKjGkTwAGbs/pNVSc7T8PVBiVHHycL06z7eV+1eL4K3IesQOTrnn8kVNPFoxF2NRlz3Wv6XcLbwGxJKl/zby7iF/w9wi+Q5QWmZDpPRQklxJX4+7gwd0opXnxrOh6+Np3OnKHYcuMTQu7/BJBNReqgICfSicxtb+sBZBwyAuItZ7N3rmJLILSpn86E4Xpo6kM7N60cOK3TOVVm1ITMpn/dn/MLaoxdYsOsEsqonfEEQiJzWAW8/D9RKBTGtwhl+j3PXfA9vN+54VrrQVpbr+HHeZvLLtXz98t3MGCApfd28XFme8QPdhtubFgd5uNM+TIpOubhJKW+t0cjik6cxmC2s/WEraRcd631O5+QwbOGCGt/XXysPs2WJlBIqyC5l2/LD1ftmrXmODr2bsWvtCXavO+lw7EOtu9A/vG7ftF8G3s6YqFaMaGRfB9hC4U/TRFu6Wa6Q4e4pPX3fE9uVfsFSzdWCn3ez8XT9rFDGRXSksVvtliZZuqIG1fFdjQulSRQY7GvkHoiaxITwoXbburZuzKSYEQwLtimCNaqb37M2JNDMj4/VrvDs6P8gXqpGNAn2xyP4d/RiEh4aG7nIrTzitMC9PjBZHMnH61u2cSn/+urCLFYrd6xaSm5Fzd1dRGsppqKHEMXrrzcE+KznSEZFXr9P38XSHFak1GxqfaNQYChFb61dsayRq4l2r7n39b8Na/HDiOaUGzJXB/+XaO7dsJaL/wsQAEEUb8q/W5Bwi+Q5wf7DiWAVEc0if64/iZenK42rfMQunstk0tD2fP3WZLq1juTMwRT2HbvMix9KrWLKKvSs3+n8yXn1ppMsW+XoZxXk68HWbx4jMtCH9ERHNd+1OHopnYe+cLR2qAsRsUH8uP1V2jQOpltTiUyeSpFUrMUrztO8qpDfw8eNFjW0zLoCfaWB/IwiNp+PJz63AC8XDV4uGvLSC7GYLbh7O7qqGw0mLBYra8/FseSERHg81Gp+mzIJjVKByWCmoErscDXaBAXx45ixNa5lXmUilzwl0hseE8jrPz1EhdF2w1iTEEcGlfgG1mxVUh/4a9zoEWxfCxQU4s1n391X/drP34OJU3s4HPvkuyP5uewIFtFKhcmApRbCsWHDaT7/fGOta3mxxTi8VY6f8Zm4DMrKdew6GM+zR+ZwrjDFYcwD0WNp7mn//coFuVPT5Qtll1if9VeN6zhVcpJMnaOVTUNRotXx7Ly17Dx72fEcxesoFhyL8ouNziNMTb3G4qG0PSxZRQunCmaTWr7Z6fjaYLQUcjRjAFbR9nvKrahg9tiRtA5uWBr+CuQyGUcfeJQgd1tE3KBdhElv80sUZF6og/YjCC7ozWZytbWLMWoi/D5q1wbXe4qmS4hmyVame0AUH3Sq+W8PYG/eJbIq6y+sEa9qD3cF90YNJdKtdu/F2mAtfQXR7PjbuZkQXKeC/Prfg91cgtyhtji/cjdxhR/dkPlv4f8ObpE8Jxg9tB1KpQy1Uk77VhE8/sAAmkZLF3STycLa9SdJTcqnefMQfv3lIbq0acQzD0qChbIKPXuPOk8PvvrsSL6ZNc3pPoVcxi9/7OPzLzbUub4uzSL45YX6+WKlJeZyct8lPnpCSr8m5xax9ugFWoYHUVyh461lWzGazQyc2JWAsLoVu+VVas2V32xm4y87WTnrKXrF2ojPB3d9zZk9zkUIX834kTXfbSY2wI8WQY6CgJDoQFZ943gjlglCrX5j826fzOPD+1W/TiwqZMDiX6pfuyqVNO0SSZtuDW8lla/TYrD8fT+zIBcPNg55DLkg4/mjK9mQLj0IFBm0vH/a/jvv168Z91T1qL0aRosZfZU3nkW0sj7jONaryOK2PXF8+PUmLqfks3nneVqXtuDrz/c6Xc9fOYc4W1K3MMFT4UGwpmbxRr4hjzJTGTqDiUWp8zle5NyUt8RYiNlac7paQECjUuLuJAo+IOgR2njbR/IqzcWsTH0Gi+g4Z4hrZ1RyGwGWCXJ6BL9PpnYXuZWHOF3wVY3ruBYquR/dGx1BJtjWter8Bf48e77ec9QHMnkY358ps3s4uYKtaQm8ur9moh1XnEf/VXNv3GKM+8F4pN7Dz5akk6Mvrfd4MX8wovnvPxhcDUHdH2QBN3TOhq+hH4Jw43pFXwtPVUtC3P5vpKtv4cbhlvACR+FFekYR9z/2C35+7kwc3ZHbJ3QF4I9VR+nVNYaIsJprjXILynjp49Xcc1tH2rRrRGBQ/aNHpRU69EYzQb41t4KqC3/uO4NGpWRk1xaUFVXw2Mgv+Pj3R9FrjcS2Die3pIL9F1OY0L015ToDCdkFdIx2VPQazWYe+3UNX0wdiZerdOG6cDiBr56Yz49HP0AURaxW0c53rc73V1jOR3d/wyOf341KreL8gUt0vq0dPkGOdUbTWjzHR2tfJKLJ9YkPyo0GPFR/v9j7oR1/MiqyOeOia2+rtjc7mU4BYbgqVBzLT8dDqaaZt3NyZLCYUcmkJ/UKk56lKcd5sEkvjh9PITLSHz8nnVUAfkjYhtZs4PkWI9GZjbxxZinvt7ujun6vtFzHrB+2cv+UXkRG+CGKItpKI+5ujp/D3vyTBKp97VSK+08mcexCGi2ig7mtR3OHY2rD9M+WMXJwBIPbtMFd4bj+uZc/ooffINp6d23QvHVhb+63RLn3ItzNsZ+xM+jMeZSb0gh0cV6PvSPhMgNiHRXaNwPvHtjJ05164KWumSiI1lIEmePfS56ugkCX+rfL+zchijoE4Z8VFFwPRHMayIOcil7+LvSWErSmPPw0TW/43H8HN1t44ekZLnbu8sRNOdfOHa/eEl5wK5LnFMUllZhNFnJzy1i51lbHJZfL6rz4B/l7ct+wTiz6dS9lZQ3rruDl7uJA8OJScpm9fE+953BVqwj0dmfTH4eY1uNdftz6MuFRgcS2lmpZgrzdmdC9NQCJOQX8sf80BpOZOVsOkldqqxFSKRRM7taG1IIiFu+XPoOW3ZrwzZ63AKmOryEED8DT152h9/Tj5I7zbFu0l8MH40jJdG6Y+/mmV6+b4AEOBC/9ch4/vLumwfP8NGBCjQSvzKhn7KZfqTQbWZRwnIwKKZpxtjib+NJ8/spwbgmhliuqf0fuSg0PNpFU2QcPJpCRWXPx+UMxA3iqmVQ356JQ8XnHu+0EGh5uGsoq9GzdK0VSBUFwSvAA+gR0cLChcNEo8fVyw9uj4TfgL58Yy5h23Z0SPIAZMa9WE7xCQx45+hsTyYly74WPulG9xn6/+xB5ZaoaCZ7OZOLnQ8fROomm1Rf70lI5lyeJm6xWHWWVzs3FdZWrKS//2m7bmz0HOCV4x3IzSS6VfheWwtsRjY61pf8rBA8gRVvC5xcbXm5SbtKyIr3ulmOiaMVaMBLRktug+cWyd8B4qMHrqg/ydOe4WNrw688t3MLfxS2S5wRGoxmFXEZsZAAD+zbjcnIeJ86ksfdAPOH1MCHu2acpn349laW/HSAjrdBu39Xt0eoDPy9XWkYF8/Pnm1n2c91k7/DFNMq0egQB7nthBK7umhpNhTtEhfHsqN4MeOtHFHIZggBn9l/i5J449l1M4UJGLi4qFW5XpdBq866rC4IgMGBKL0Y8OJATO89hvS2KQlecii0KNSLPrqu5Lu1iQT4D5/9CQWUl7eZ8y87kpFrP7eHlQpM2jkXbhbpKfjpTc9/Pa0n9d2cPsDH1ojSnUs3z7fvhqlAxt+8kmnoHkFFRQhufEPqFxDA//kiDUr1PPDGEbyt289SRP5zuV8jkKGU1+yPKZAJfvnM70+9yTPXWBx1bRHD3qC50be3cg6zMZC8U2Jd/gO8TfwTA3UVdo4n3lZRyYkUcR4v2klhxlnOl9U8H1oZwtw64KerXd9fTRYPSyYNJZsUOzFYdLkolv999O+7q64vkFGtXk1h4jpwqQYXFWky5dqXTsUpVe9Tqfk73XYtDOWnEFUsPQ3L/1Qiq+kUt64Od2fFsz6qfP92Ngq/ak66+zRp8nIiIzlK3olwQZAieH4CsYV1SZL7zEOr5nTQUjdx70yvoxboH/h/ALeHFzcUtkucEzZoEIZPJuJycz5btF9iy/TxtWoTx0lOOCr8liw9w6qS9QalarSQg0JP+g1vhe03qbeJTP5GUblPl6XVG7hjyKeVlzlV0gT4eDO7clIn39Wb4JFsEIi+rGG2F4wXv7btvY1CHJsS2CufcEakQeVqXN8lNL3QYCxDi48nPj01k+uBuBHi6U1aspaywgphgP/o0j6JJsD9hPl58sm53DZ9W/XByx1leHvo+IBHFu14ZxxtjhxBtUvHRfXMcxudpK8gsq7nYvJmfP/PHT8Df1ZUXevausUF6amkJr+/ehre/B4OuaSNntFgoMegovKqf7fvP/c6lczVHmboHNaKFj3TzEASBviH2ytyLJXnszU7CU6Xh94F3E38ui/iL2c6mcop7Y3rQ3qd+CmuTyUJZ+d9TX6ZkFZFbWHeHBZ1FzxMnZlJptp2vs29H7oiYVOtxWSXFPHfiUbTmCuSCHLmgoJvfIAYHTajxmFTteVakf0mx9u+9t2sxrWt7Qr3syye0RiPjfzrOhdxkABLyC67bzkcUjUxuGcjgaKn2U6kIJSxgvtOxCkUkKlX7es37RLsejIiUSNGNTnPKBRmKGnz0Pj+/heSKG99ZwkvpRt9ARyPzuuCpdOfuSMfexUeLjnO6xL4jjaBqf0NS7marEb2lgu8TplNocN7pw2i5Mf2wrxcGcxbpxR8hiiK5ZT9jFa/PWukW/v/ELZLnBB4eLnh5qJEL4O2uZszwdly6lM3Zcxm8+KZ9mqFxVAB+/u5cTMwhLsH+Zt6rbzNcr0mXzXt/KtERNuNdjYuKz396AA9P28XbbLYp5SxWKy99uxZBI8fD29bN4Levt3LgL3sVb3xGPkcPJWA2WYhtHc6bPz0IwFdbXiSlUktusf3NvLBcujg9/tNqMgpLAOg9qiP9xnchxNuDztHhLNp3krT8Evo0iyS1oITvtkqdDx5bsJrCipovbgnZ+ayfu7X6htmqV3Oe+vbB6v1dh0kXYb/YQCYvdLQKGBATzbKpd9Q4vyAINPLyBqBjSCiPb1yHwWwfNbNYreRVVFCi02G0WIg7mcoXLy2t3v973Gm+PXGYx5t2qd429q4eRETZCrjNJnvVYqfAcKI8a67JHBzelGfb2qIB6amFZGXWrjzMyCjio0/WAdDZvzEPVKVvr4XObOS7S9uqI2Nbdp3nizlba527Lmw9eJFDZ1Ictl9KtVd5u8g1/Nzlc1wVtt+pRq7BT+38s6g0S7+NL5bvo7v+QdbsTyAuzkpHH0fl8bUI1DRGKOzIE79ef3qrTFe/G92xtEzahcTSNqQloigyffkassrKsVb9bkXRwqpzF3h9S92fs6/77bipu9htO5SZTon++siq2XjMjnAaiu7Foq9ZgNFQJJblY7CY6RfsvD1jrEcgHor6CQnmJ+1kaep+h+2ibgOisX7WQdcLuSAnR5fDnvz6l7Vci915q1mTOc9h+/GizWzJ/pk7Gr2FryrUYX+hIZWFyf+u1YlMUKOUBwIW9KaLiOL1lxv84xBv4r9bAG6RPKcoLKygoFCLXCGne/dYpj+5kMzMYrCKTLu9u93Ynj2bEBHhR1JaAUmpdT/1+vu4U5BXRnqKbWxEpH23hedmrWbbYSmFIpfJ6N0umozcYjbsvwBI5OX5T25nyAT72qL1hy7w9ewNpCXk2G0vMplYe+g8kz/+jfikHKxWK4XllYx+/1dMZgs735lBuJ+30/U2CwmgTaNgejZtzPk9cZiKtMhkAiPaNbfzIbuCvX8e4o/P1nDfgj85sudcNUlSqZWEOamxyy4r569LiVjMFkzG61OxLjpzitf79ketULBzzXF+ny3dCC8W5vP2nh0oK6yUlmgJjw5g8ARbNO+eVh34pN9Qnpz8HZfjJCuZNp2j7Ij5/fd8y7wVtUcxrVaRJ/as5myhY8RuxJgO9B9Ueys1bx9XenSX/PRGb/ue8yXOI39WRAxWM5mVJcy6sJlRQ9ryxvOjADhVnMLB/Phaz1NUWklmbondtukTezJ2QBu7bSazhZeWLmZrun0aWyVz9MgTRZFCg30dYaVZywtnnuFEchpfTB/NlF5dad0omCahjl1FDCbpO0/ILqguZXCRuzOxfT/mPzq51vdTG6b+uozjqXX3WO0XG8VPU8azIyGJNzZvY9djDxLm5cnkRX+wI3kOp/JfZWBsNNO72pO33PI/MdfQY7bMoGd7UiLLzp9lxcXzJBQ5j6LXBlE0U1nyMqLVdp1QeX2M7DrTiWLFXESrvel3sbGSjFqsT0aFtyVbV1Kv+QcFtaFvoJPfuagH6iYdoihiqkV9XRs6+rSniUcMatn1Cya6+d3G4CDH31tXv9GMDnsSP3W408ign7oxd0f94rD9ZkIp9yPY80EEQUFjv8+Ry/6eVdQt/P+FWyTPCby9XRGtYNCbCQ7w5Kdv7kEQoF2bCNq1tqXSKsr1WK3SI8OIga0ZOdh2szxzIpXnH3Vu4HvsQAJb15+q8fzvPTaC/p1tT9dj+rRGEAQMJjOrtp1i/BM/AFBWrLV70n9uUj++mfswPx44Zbe9TWQwH9w7nF0fPcoPTy/ixK44/Dxc2fHuw4gWK6WF5UyKfQaj3kROcTnTf/iTzMQcXlu0iQhfL5qG+JOaX8y7B4/Q3VOqfxrVvjnn98ax9Tf7p+eI5mGsKshg1WPTeHfxsyhVilrTX82DAnhn+CB6fzKH2W80zOE9Lj+fH44c4aPBt3FH6zbsWHWMmFbhdBkgmb+2Cghiw533EHnKxPHtcXh4udKuu60hvEwQUMnlfLPicaKaBTtd5x0zB9Grf81msqIoMueXbXics+AnuvDdl1vqtfZ8fQU/XNyHVRRxd9PQv590juUDHqaVd4hdNPcK3BRqnmsxDDeFmjBXqTb0SquvbSnn2Jpt85LbcySBzbsv2B2/+2gCf249VefalAo5b00fhqerLYpjMlsoLneM3KZWpvNB3Od221wVbszwe525620ksW1UiAPJ23Ymge6vfkteaQUz/9jC5Vx7MqSUX38/36UP3UmnxjbVuMVq5GJJzZHBxIICRra01YnNHjuIKJ8QWvvNxEujobGPt934UsNRzNYyrKIR8Zqev/vT03h111a2JCXy+aBhdAmtn4HvhuRLHMuViKkgKPAM3I5MbosqC/KQ61Z+itZCwP4hqot/Y+5v4jyyKopWtEUvMfvCCqf7r0WEmz8hLo71yoLrRASVPUHWWwzkX9NxZWfeUT6Ou36yFO0eTTe/btd9vEbuipvCkRwJgoBMqP13qJY7+lXeQk0QQbxJ/24BuEXynCIpJR9BFHF3U3HqdBo/z9/Dzl1xVF4jYHjzteUcOuC8DZmbh4Zho9s73TdsXCfOn0gjz4nxL4CLSunQp7NVdAhj+rQmMtSHu7pK6thX75nL2SP2goNTl7O4kJpr99RpNJjQafXIZAKfrnyWzgMltejm+XuY/dxivPw8+HbH68TlFODpomZqn/Ys+Xw9HmUm3KuEFo38vemWbCS6tU3JqNao0FyTjo5sFcGjDwzHx01K653NzGHUd85bpFXPo1Dw7dRxPPH2HZQVVdQoFHH4nBQK/N2kC6woiuzZeIp8q54mbSIoyivDUhUZevr9SQy73fEGcO54Cge2X+Drd1azZdVxRq1cyNGcDMavWcSJXCmyN6p1a5r72wq4n96zjh3pNtPVM4U5rPBL4o17R+Ht4uJQgwlUr+NqPH9oNYfyUqrTglfgrZI+t0n3zCEuPsvp+/ZVu3FHpP37ObUoj6ZltgcQHy9X/Hzsbz7jB7dj0kT7qF1N6OjTgm5+trF/Hb3E+wscU5Zh6jC+aPeBw/Z2jRsx90nnLdDOpeVQqtUzsHUsXzzRmR8zX+Oj6R1pFnrjfM5cr+nMYRJ1ZOtOYBWdmwbnaSuJ9LGRFB8XEyXGIyhraCDf1P9jNIowLhe+S0bZz3b7hsc2Zd+9D/PzqHENWrPBbMZ4AzwZnUHm+RqCrP5t5gRBhofKj7mt62751xBsyznG0rTtPHVilp3HY7/ATjzX7J4beq66kFGZiN6ivannvBko1a4mPf9+Sip++7eXcgv/AdzyycPRJ2/p8sP88ONOXFwUtGsbycQJnXj5xaUsWvQIISHe1eOMBjMqtXO14+qVR9GW6ph6f1+n+48dSKR9lygUSsenxDv7fcQnvzxIoxh7dVhiej7v/vIXC9+aWnV+Eyq1/c3MYrVSUqHDz9N2g1/+3VaykvN5+vO77MaaTRbMRjPLF+3mtvHdeHnpFmZOGkiTEMe02vVCFEVyyioI8ZKsYRZ/vAa/EG+G3duP7OQ8RKtIaIxkNJ1TVsHL7/3GoCbRTH1oSIMbqx/JzODrQwdZPHEyz03+lqlPDqFT35pVfCcOJlJaqCUlxISri4o8nZbHO3YnubSYRp7Szf1Kt4CyUh3lpZWUe1gJdfPE8yqLlrqawL/37mrato0gJjaI1lVWNld75TnD78sPk5CUy1svj6nepjMbqbQY8VM7EkmDwYT6mt/CxbJMig0V9AiQPoPMygKeOD6HVX3euGpOA4Ig1NkrF6S09LUK2rs+XMyzE/vyy5YjzBjZnfYxjp6L1+LNJX8xrEMzejZvTIW5jLMlR+jg05O5f53E192Fu/t0rB57pHAL/uowot1b1znvzYDWmMT5gpl0DZWizhZrJYIgR9aACFt6eSnT/1pFh8AQPuoztO4D/gWIohHReAJBLEXQ1LzGfH0ZiRXZ9PCvn1p2edpOWnpFkm8opn9gx7oP+AfxR9pXdPYZSKyHvQik2JhNZuUlWnv3/3cW9jdRVrkZRBNuml7I5bUT+5vuk+cRJnbt+PhNOdf2PTNv+eRxK5LnFM2aBCGIoNeaOH7kMufPZtClZ4yD/cm1BG/XtvPkVEXnTiXnEt225jRN556x1QRPbzDx4Y9b0Fb1o/1h9VMOBA8gNiKgmuBJ53eskZLLZHYED2DMg/0Z97Bj43SFUo7GTc2a8wlsPxXP/Cdvp0mIPyajmfxa/Nrqi/d+WcexhLRqggeQkZBNQXYxg7+ex9bVh9m/ztYX02S10GFkW1YrCjme7jyKdSE3j/wK6ek7u7ycx9dIgoXzeXlsvBTP4olSXc3nSx+rleABdOwRy4BR7fD1dMNdrSbQzR2ZIBDj7YtSJueuN3/ixy37ADi6P4EViw7Q3CcAT5Uai9nKvl2SlUpNBO+Fg+tJLivi6WeG0qJlGL/+YkttX+2V5wx3TurKzBdG2W3bkHmGT85tYtXmU3ww294v7FqCB1BkKCdHX1L9OszV347gAfySvJklqTuoD5xZpHz35Hg6Nw3n2Ql9adGofm2+3r3zNno2l2xa3BWe9PAfjEbuyuTubRjezv47c1N4oZb9d4xzXZQRrL04gSKdJKaQy1wbRPAAAlzceKRdVx5uW39j6N/jT/HNGSfCBtGMufRdrKZkp/551w3TGdB+70DwRGsF1sK7EK1S6j5LV8TRQufZjGthtJqY3GgArbyi/jGCF18eR4W5brU4wJRGzzgQPAC9RUuJKcfJEf88RNN5REv91fjO4Ok6DA/X4Yg0vL/5Lfz/h5pNt/4Po0JrAFGqx/AP8KBL52gUKgUWc80ed/FxWVyOzyE0zIfgEG/efn5UjWOvhVwuIz2nmF9XHeaJu/ri5XNjazwSz6Tx8zsr+XKDc5+mFbPtn6yObT3Dmh+28fG6lwAoKyzn+LazDLijZ63nyU7KxTfEp9pLL2vJCYr9AqGpzXft5XmPANA6KYM2jUPtDJVXnDzHtC7teaa/c3UpwMpzF+gUHsrwZk3x1mhw255LXEQKQc0C6BFhS1d+8twSeg9tQ5/hdVs1jG3iWHM3d9ZmBgdHM6SJ5FA/aERbBo2wzVVermPdn8fo0bspcoU9yXtu3zpOLbjEw08PxE/jyrplxwkP9+WLWfaR1NogCAIKuT2pmtS4M2NDO2C2WOjX3V4Rma0r4Y3TK/i5+0PV23oG1N214pHY0Vw5i1W08uPltdwTOQzXeqgqTWYL7i5qBEGgabgt1Xqs6AQm0UwPv4Z1twj1kWqi9l5MJszXi+hAX1p5da/jqNpRbEjDYNUS7GL/Hb+3dSf9oqPoGxPZoPlkgpJQj8Y12o5cC63hJCJm3K9S3WoUCsbFOooUTudnE+LmQaCrY6S2T0gkeqepXAFknmC+iNV0GvkN8tATVJ0RfJ2UWQhuCG4PIBp2gsyTdj59aOcT6XQOUTsPVD0RlNJn/+CRD3mn9XSi3R1VqjcKx4oP0JmeNPWouY62LoS4xBLiElv3wH8Aon4zgqI5uIz8W/Po9LspKf+G0MDVN2ZhNxK3soc3FbcieU7QvVssiCKiRaS8VMehgwlkZhaz8Pf9lJbais8z0gr56bvtACxbdICOXaMpNzZcIaZUyPn61UnMuF0iN6XlOpIzGq7Iq6h0/uTWqmuMHcHbsngfOakF3DdrKYlZjorgHiM78sGq5zEapPdSUlDO2X1S1Coxp4DXl/2FtlSLrsJmDVGYXcyDrZ/j2JZT/PzrFg6fTOTDRc/QoZM9GTmbmUNOaTlr31jN1sX77PZpFAqsRlvNVHZqAXs3neJinmQEazZZmBrahOHNJOK16Lu/CGsRQlC4L/5ubgxtIp0rqaiIe58dRuc6Inm1oWO3GCbd0Z2oaFtE1WS1YLZKRN/bx41PvpnmQPAAHmzZlR/euJsprTviqdLQsVMkm/86y759NvVrXl4ZB081vKH6U28u5dT5DHy9bQ8CP/2xn3Mnsnkwxl55abKaee3UEipMzu1EDEYzeYUVyK7yGLQYBB780LkZ87X4bu1+5qw/6LDdXeGORw2dL2pDpi6VLy69RkJuITkl9YvGXI2UipNcLLUXAqVXniRde8xhrEour9G8uTZsTIgn3NMTzxoMk4t0lXx0UFJji6JIpSkFgymlXnOP37CI9486j6pGeHjTxNuxjEIQ5Cg8nkHmMhy55yv1exN/A4IgIGgGSz1aa4lgisYjiLjZjfm249P/KMEDuKvRg3+L4F0L0VqBteQZxKoeyQZLRR1H1B/W/GFYC++22ybzeB7hbxI8AFeXQYQErPrb89zC/z5ukTwnOH48ucprR8RqsRIY4EVkmC+eni689/YqVv8pqQZd3dSEN5JqHu68tzdePm7M+XV3dVp3zR+HOX0smSWrj3LyXDpmixWd3rmoQKVUoFRI6dtjF9JYtkVKYxbklDLr5WV1rrlCZ2DYC3Op0DkSPZPRzP0fL2HvWUmkUZhTik6rp6BUS2GZ88LjP7/exPfPSU/yjZqF8tQ3DwAQ4OlOvxZRLHx7OStmra8en5mYQ5NO0fQa15Xzu+JIvpDOtt/38Wj3mSSfSye1sIQjyelsOZ/AkUupdBjYisoKA6kXbWnZe9q15dHOb6LTSqSkIKuY+XO28ME6iUinXMpm9ivSZ7Fn/UkS0/NICrDgG2hTxRnMZu5ctgx1gAsu14hCMspK0ZlqJuEWswWj0cyLOzfj2cKbj87v53hOJkaDmdzsEj46sovZpw7YHbN4/j62bjpDqcFGpFr5BtH0qtRlTEwQlxPziIjwZezErykv13MsMZUHLi4nK6eYx55d5LCWU0UZrE519Bf7+NXxdOsQZbetd+cY2jQNo0eAPaFWCHK6+MWgkTumcgEOnUvh04Xbq1/LBBmPtBhN3+FBvHXO0TPsWjw2uiePjHSMtDX3bIpKprIzTq4PgjXh3NnoER7o15meVdHfPH0mqzJ+rPGYqb8s5VBSWtX65Q5KyMzKc3goHa17ov188XN1ddheF/xdXQmo5Ti5IMNNKUWyF184zbuHlPi5188KZtv4B/myT/0zAHXBKooUG+o26j1bLJl/i5b6pygFzSAEVc2RWrF8NoK6G4JCMgsXdavw0L5W7/nri2TtZU4UH6XAkEeBIY8sXRoHCnY6Hbsmcx4nixvmpSeipMAawJWk18q0Z8isdPy73JvzIXElzrub1AjPd8HzjbrHXSf+jf7LdUIEwXpz/tUHgiC8JAjCJEEQHhYE4eG/M75q+0uCIEQLguB95f/X90HdONwSXuAovDh2LImXX1yKh4cao9FM717NyM8rY9bsaRQVVqDWKHF3t09nzflqCxoPDQfPpfLjl/fw8mMLaNoylJ79W1Cg1ePtpeGDbzbj5+POh8+PxtPbFUEQyCssRyGX2UVmHntvKY/f2ZdWsSEkp+VzcPt5Bo/tRGBVX1uj3oRK43jjLtfq8XBzTLOd2HWB+bM388Wyp6uJJIDeaEajcp6xN5vMWMzW6tSryWypan0mXTisVqv0VF/1Wq8zkH05l6gq9a0oipgsVgrSCgiJCuSdD5agiPGlYN4xug5tx7Ft53Dx0NBtWFvGPDSo+rwlBeV4+0vv88U1mwktE7hnSHf8gr2q1mXBahVJS8hGX2mkddcYTuyLZ8l32/lsyaNO38sVPLphLaObNmdEE+dNwpfO30tOZjG+YxshFwSifHwIcXXn0blLaZ/tyZuf346AgEZh+8wSE3IoFQ08cGw1p+962vZdlOuo1BoJqlr35cu5xMQEkZlVTFhVazytyYhapuDsuXQ6tGtMQWEFuw/Eo2ynJNjFgyxdGeMa1ZxuvpCQTUiQF3OSd/BUy8GcL83kiwubeb/9RLJ0RXgpXengG1nrZ+IMT5/4hjGhPRkULHkKVpgryajMo7ln/ef6NvFHhgQNpJnH30t7XSg9jt6qpaOPTcBUaTSRWlhMi5BAMopLCfJ0b5DdyvLT5xgQG8XWhMuMb9USjdL+b0BnLkQj9/1bN8m4wny81WpclSq7frQVhuO4qdohCP98pczenMvMjtvN8gEPcKwglfa+EaxNP82oiDaoqtrjGSwmJu3+nt96PYhnyUAE/zUI8pp7RustJu7Y9zkLez6Nl7L+JFkUjSBqEWR1t4WsDYkViQRrgqt7JF8qj6PQkE+lpQIRKy08WpOkTaBvwBCHY/P0mbgq3HFXOFdMO4PeUsbajHeYEPERCpkKk1WH0kmNqM5chEKmQSlr+IPDv4mbLrxwDxO7tX/sppxr2/7Xa31vgiB8AhwVRXGFs9cNHV9F+uZWDS8Bptc0183ErUieE3TuHA2iSHmZHl9vN3r1aUJuQTlFRRUsXrAPvc4WDdq+8wKnjqdw74wB7N58lhl39kanN1KiBNFbw8a9F+jTLZa0jGJaNwnl45fH8vpjCzl5WErVrdpymi1VDeV1ehM//LGPhyb2oGlkIOVaPfe9sZhCFew+lghARamOOzq+TkFhGV//sRtRFPlt0zFOxWfwYNe3yM0oqhpXyU9vrUAURTr2b8nslc/ZETygRoIH0lOg2kXFrnOXKaqo5Nn569hw/GL1fpnMRvjKiyuY/+YydvxuKwxfezKOZ5esJzQ6CEEQ6BXViAe6dUQulzF4Sk9mbXmVHiM6MO/tlRTmlFQfd4XgLTxykgA3V+4c1xO9xnazXfr9NuZ9tJbY1hG07iq1j4psF4bvHc7JxOWiIu5cLkX/5owcUyPBA5g4tSePPD+c9kHBXC4pIsbLl6QjmdzbuysffTUVF4XSjuBZLFYiowLo1LQxh263v3Dt3RvPkiW2VGZMTBB5eWV8Odvmo+emVKGQy+jQTopaGU1mSkor2Zp5kUbuvrSxhrD1Gq+7q/Hh95v56tcdZKSU8NasjYjZMvoGNsMqilSajRis9bPjKDNVUqk38s4vWzCZLXzd8clqggeQVJHJ2qyGRUDubjyFKDfnPXCvhiiKfHDhdYqNzoU+q5JWc/C0/WP5rvgkZq6R7FzCfbzsCF6xse6i9cuFRZTrDRxNz0RrskXWTVYd2zOfYXvGoxToz9Z4fH6llkuFtRufL407w8ncbDuCB5BR/BYGs33bvK9P7Wfe+Zr7J18v+gTHsLivZEvy6bm/SC9ax870ZejMtuuXWq5k3cCn8Va7IwQeqpXgAWjkSr7oeH+DCB6AIKicEjxRNFenQq+G2Wq2s1i5gt35u0mrlCK3onYhTVV59PTvy+CgEQwJGkW4a6RTggcQqAnDXeHF4cKNFBqc/07Eyj8Qtb9Wv9bIPbm98RcoZNLDrjOCB+Ci8P2fI3j/Gv47PnkPX0PCtgIz/uZ4HyBGFEWf/wLBg1vCi9ohQl5uGWHhfgwa0prHHpjHsJHt0VRF0QxGM4v+OEizUD92HUogICaAth0ao1TK6dKmMRGe7txbJVYYObgNIwe3oVJr4M0v7yIg2Iuzx5IZ27clweG+VOqNjJo+h0nDOxATEcCyzSeIDvNjuI8/D47tjmtV5NDdy4X5+95A4aJCjsDct1cSM6I13h6uzNn+WnXEq6K0krSEnOuKRuRnFPJI51dYnjWX/RdTCfRy58Opw3BVObfZ+PSBHxCtVmYufqp62+6XV/LMN/cRl5XHhaw8Jk7tDcAXW15DFEVEUWTUA/3pN6ELHt6OQpN+sVGsPRvHA4tX0iwwgC8njADgjscGY61Kh+dlFaNSK5G5yrF4KqgwGHFX268xwsuLZ3vaBCPzZ2+lZYdGaCsM9OjfHI2Lii1rTlJWomXyvb1RKOW00QSzMSmebamX8TVYaR3o3L9tyaIDFBdV8OSzw3BR2EdWR4xox4gR7ey2eXu7MmFczQ/NocHePDhN+pyeOLCMQbKmWCuc5x0On07hzjFdGN6vFTKZQHy7PCKCfeiukVK5yRV5bM0+R3d/e/JbVFaJTCbg7S7drBLLs3np1K8s7fEy+SUV5BaVEx7obXdMW+8mtPV23vrqaixOXcOy9an8NO0BFuf+TkfvtvQLrF2sIwgCt0dMw0vp7XT/fZEvsOHMJbttMf6+9G0S6TC2zJTPwuTneKrpYoQaehkDvDJQigrOGj3cbrsMGZXmAkLceuOuDENvNnGpoIB2wfbEZ09qCufz83izr6Ni/Qre7j3I6fbmwesdtk2IaVVvIUdDoZJLl/hl/adjLf+Sr9tokKkcicqc+B208gqjb1DddayxHsF/e12XK9JYnr6ZF8O0COgRPF+1278gdQmBan9Gh9q+I4PFQK4+iyi3qnIFRRTIHF0I6oLJaqzRLxFVF9K1JygsWksH3zF2u6zmTPRln+DqO7vB57yF/xYEQXAm7y4CBv+d8aIoliBF8f4zuBXJc4JTJ1Oqet+JDLmtNRUVehITcpj13T3c/3B/3D00bNh0mkOHE/l17oO88tY4LsRl0ap1OEqlnIV/HEBvMhMQ5InyGh+8bWtP8vtcqWbk5MHLpCZKPUJdNSrW/DCDx+7qi5eHC5GhfoQEevHKV9OqCR5IaVJXdw1uLioeGtMND29XBndtipso8NSwT7BWCQNkMhmNmlzfxTgg3I8fT36KTCZj5qSBtIwIwtNF42DQbDaZ2bXsABoXFV7j27AvOb16392vjScqRuoiYbHaE5XvZy7l+7elHsBXCF5RXil6ra2e0EOt4khqOo/26lpN8ECyfbmSql6zYB+715/CUmZEJVMw97B9NGTJmTMkFRXRJdTm3dapZyyNYwLZv+08G8/GYTCbadU+Ao2rPTm0WKw08/Vn2OgOtG7fCGe4/c7uTH/U+c3cGVQqBT271y99GZnqw+GdSSz883B1V5X9xy7zzXzpt+PuqsbLwwWZTCC3sIyDp5JxuSqF3yuwKfdE9XaYd8mW46zcYeuMEesRwu89X0CpkNOzTRTqq6K7OUXlzN9yFKPJjMlJB45r0dKzCS8Ou40ATzeeaTKjToJ3BU08mtuJP65GmI8XD/ezr/1qFhzAM4McFdieygCebrakVoJXG+QyNaMbL8JokWEVLcQXFjLroH0N5vn8XL46csCO4OlMJl7euQVDDUbGG5Iv2UUMr0WEhzchbv98KyrB7V4E9yec7uvqF02MR8MJ0/UgT1/IBxfm0MWnNYL7oyQzjgtl9jYsd4YPZojbGbttarma0aFj0cik66Gg7oOgbLi4qnfAOAI0zu2tBEUMGnVHfFSOfo86i4Gz5RcRnUQYb+F/Dr5IJO1qlAAIguB9veOravWu1Oy9dIPW+rdwi+Q5gcFQdbEWYce287zx4lLatgjl1Rf+qO5eEBbmQ3CQrbZj/G1tGdBbSgUO7NuCyRO70rFbjMPcY+7sztNvjQPgnicH062/zebi6nq6Xh2jiQzzczh+4+IDzHr+dwA0rmqmPjscQRAICPXh7i+moK/q/xoY7sv0dyZxfOd5Ui8595zTGU1cSM11us87yIuMwlKHVl8vDHybnJQ8CrOL+eX1pbz39Dw8WwdTKJq5nGNTBHcY0Aq5Qo7OZKZbtESSCnNKeG74J3jdFkNWC3v15bx3V7Frta0uctuly8RoPAnMtScX373xZ3VKOu5EKj7+Hkwf+jlPd+/Gc33sSYXeZOLpDRuYdcB2o27TOYqgUB9e/+JONuQmkV+pxcfPna3rT6O/qtNG97AIwtxrv/GqVIrqqO6B/Ql2yuu/i6cnDeTNZ0bx7ftTqlWgiS75BLWTfnOtmoTQu7Pj7+sKPJUuNHZ3VGM+PrkPD4yx75ZxxQj5riEdCfC2fS8iIharyPfrDjB3w6E619zGqxn+ASq7Ws364I+0RWzN2Vzv8c6Qo0umzFSzIt3iJCV4BYWVlZgsRgyWchIKC3lurRI3ZSBtg4JZMN6+a0ergCDW32GviFTIZMT4+KKogVxuTLpEoe76fxtLE0+Rr3NUdVYUv0B58TP1nkeQ+SLIHa8pAJ38Iqtb5f3TCDCvYF6rZgwK7olMpiHPqCVXn283xkXuilrumP5s49X2HxcUBGpiaOzWFtFkn7LPM6ahVfW87ocIAIOlgAsF7//dJf5vQ7xJ/8BfEIRjV/27Wijh7WRlV0icMwfp+ozfBiwTRXGFKIo/AjH1EXP807hF8pwgL6e0Oqev1Cjw8XHj+IkU8vLKePl5yem+fdtGNGtqS+PkZRZjrKrVCw/1ISiwfk/m638/yLnjKU73ffbzNv7ccspu27ApPXjyo9sBWLL5OEkZUm1QSX4587Yf59f1h6vHxh1LYu7MpRzffs5h7vJKPfEZ+cxZZx+pyCup4I3ftnAuNYen5q5m4Os/Epeey+RPpRY5U14Zj1+oDzlJeVhMZu5ZMIN9hy9RfC6L/q0k0rHup+2c2nWBgnItzy/ewMs/riLu6GXmHjlB6zs6cja/gE5N7Ou1Xvz2PrqN78i981dgsli4vWMb7ohtzun99k/40S1DcXWXVLNv/nAfvYe3Yfmxt1FrVFSU6ti41Pb+72zbln6RUShlMlZfcKxtmzd6POGeXri5a5i9YDoaF1s0b2DjGILdPRyOuYIN606y+DdbDeKhQ4nk5dm3gCopqeTU6bTq128f2crSBEdlnjMolXJcXVREhNpuvN5urpw4ncaBE5fJyisFYMu+OA6fSeXecdfft7MmhPh68uDwrjw2uiczRnbHaDXza9J6Ri38mOQcxxq6HH0+C1IabtswPGQUvfz7/K21nindRar2vNN9Rkslsy+OZ3vOd073P7luPRuS/mB3zgc08fNjz4MPOR13BV4a+zo7pVzOw+27OJhim6zSA8p3g8bQyNO7nu/EEUnlhWjNjpFAhboHStXf8xGsC7MvbWBfftx1Hy9abVY4FtFKqjYLq3oYaGx1cz38OzPgmqivIPNCcH/yus8LoLNoSSi/ToNocwpi2bt2m8LcutLJr/bfRl2QCWpclfXrZXwFJnOWQ3/kW6gXCkRR7HzVv6tl+iU4krkrr50VCNc5XhTFpKp07RVsBV6+jnXfUNwieU4QHR2IAAjAtLt74+qioqiggl69mvDIY87Tc/c+OpAmLew9oCorDZw6llSdQr0aJ8+lYzSZ8fRxw/Uqqw+LxUpxQTkmo5kwq4zTlzLYss92kVUo5bi6a8hMyqMwMQ+5XEZmUh6P9H+P2LAALBaJnO5aeQSZTKDbbW3xC7YRhYoyHc98u4Y731tMu+hQvnlivN263DQq2keH0i4qlJWv3cvvz99J07AAPrtPsnbofFs7lColrXo149FZ93LvbV1ZuuYN5n4xg+ahAZw7EI+h0oi7jxsBnu7smvkwD0U3QxAERnZowegJPXhuaB+Gtm6CQWckPb+Y81lSNNFTo2Zat/bVhfQtOkby8Fvj+f6tP8lKkZ70h9/ZozrF6+3njkwmQ14lKNFVGkmJt9lAaJRKXuvfj/5RUbjkmrFck3I8vDee8jIdlVoDj0+bS6XWuc8g4NBjtmPnKHr1tok4nnt+OE2uSY+nphWyY5ftu+tKKIPCbOnasnJ7i5FzRbVbWIwIa0Vzj2DOxWeRkVNMXmE54UHeRDmJ+F7B7ItbydaVON1XZnK0OMnSFTHlwKc8Nnslpy9LEeAr9j7v7FnKtktxPNlrKB7ecpIrMu2ODXcN5qO2z9f6Hq7Fnvw95OnzcVW48cbZl8nTO48s14Xbgu9n5SEzvx4+4bBPJXdlWtS3tPMZSW5FBaPn/2b3fS6cPImxsXczKPQ9uv80l1e3/uUwR77ORs5F0YpFNKIz52ERnadh92WmMOzPBSyLr1nAURN0hmMUlH5W/frVDoOI9JDuJ4V6LZVVhE/jOhGN25QGz98QDAhqTVMP23VNtOTXMtoeoigi5vdHtEi/k1UZf/H6uS9JNyoQ5HW3v/u7KDLkcKqBlikAovEYKGKR+S23266SueKlahhBuxZKmQeRXvc16JiUggepNNxYYY5oLUK0Ft/QOesLQRRvyr86UIRjdM4bquvqGjS+yjJFvCbVWwL86xYq/wmS91/zqvHxc6/2yfPy0KB2V2Gxigwa0prYptKNvLRMxwPTf+b8+QwWLznI/O+28ccveygpqeRSgnSz/uHX3cx8dRm/znZs7D7nu79YOm8PfYe3Jbq5LSJ4an8C7z4yn9T0AjIuZPHQxJ706ui4/PUL9qJLyCfAx51t51P47eSHvD19GI9NlGqVclKlCN+Db0+i3wTJbb+4vJI3JnxBWKWFRTPv4oPF2/h9u/1N0U2jYkBbWxqwuELHjO9WEhkoEcXs5DxeHv6h3TFvTf6SmeM+B2DvoTjmXY4ntkoxuj8+lT4Tu9K8czTtIkII8HQnyNMdN7WKXz9YzQ8/b2HreUk5LJfJ6BLg2BrLt6k/rh5S9MRitWI0O699Cgz15rE3xjpsD5O7sfDDzeTnSpG2l/7awmf79vLrsj3k5ZTi6qZm5ITOzFm0E5PF8Ym5WK+j7bxv0BolErhpw2nWrjpOZJSjIMNoNPPE079RVqajXdsInntaagtltYqsXHCUn+dKN53T59OZeO8cCoulNFyFycBj+/6k3FQz0TSazBSXVfLQ7b3p2jaSFz5bhdlioU1TR4NZrVmax1ftVm2XcTVStQVM3jvLcXtSGTOb3sHT43vTvJF9jdaLXcbzWfeHSSedw0Xnefv8T5SaajeHNViMXCpPctg+7suFJOcXoZKpUFStb0bMEwSoa64LqzAYnX73ieWnKDBk8Xjvbkxq18rpsQGaSPzVkQS4ufHm4AHIrkr5KaqU4nJBydfDR/JQJ3txjMFSypH8j7FYpc80uXw1R3Lf4ET+e2Rrdzs9X8/QxrzdY2CdIr+Pju/kr7R4u21yeSBqpfNevR+f3sbKlDNO910Ns9XCtqzrj8BdQRvvxgRqpBIB0ZKDWDCs3lElQRAQAvZUE7qxYYP4qfP7RLo5J3iipQBR9/cNfEVrJaJoIMw1hsmNnq77gCoYLFpSKw4hlr0N4r9DgJwhNmgjbpobG7E1a3/BrF1wQ+f8X4IoiidwFEj4IqVcr3f8y9cQxGjA8anzJuNfJ3lVXjNJ1+SxJ/2N8b7AJ8BlILlqrONdphYolXKJ5Fnh+9l/kRiXw8w3x9GzbzMOH75MfHwOSoWMsjId+fllpKUXUWgy0WNgCy5cymL9Jump/+lHBjN/0WP0GtTSIYr00pPDiYhwjMB06tuMp7+6ixc/W8NLX02jUZgv7q5SpK+g2HZD7divOaPv7YvZYiWvuByFUo5apUBRFdWa8uwImnWM4uNf/mLLoYtUlFUy/rVfufvjKagzy/B2d+GR0T0Y09P+ppiZW8zYN36pFkvEhvjx3FhbKs0v1IeJT4+wO2b847dx+/OSS/voyb3o7GWLai/ce4LsGroXPPjmBN59cTLPDJGIaXpiLo8N/dRh3ILSFDKqTF0fnPglL8yp23TUZDLz4gM/U1ZSCaLI8ImdCQ6TiOrzPXsxMDqGoY/1JKaKtLdoG87ezFTyKx3Nob3VGqK9fdmcLJHR7j1iGDm6PQArVx5l82bbTTc1rZDbJ3V18FGUyQRmf3YnjcKlz6ZdqwjemzkOHy8pKumuVLNnzON4KNVsybjEkA0/kFJeRHZlGWP++hlRFJHLZXh5uHCFnyz46G7aNXeMLMSX5TJmx7cATIvqiZ/asfuEWC5jgtZRHfrnvrNoDG40iwhErVTY1WR6u7lSUFLJg9GjGRnakwXd3sZL6c7cvw6x4fhFRFGk35s/kF1sS1tn6nJYkb7B4TwPDG1BUUUl3f26V6slw10j7OqtckrLuZhjixx9smU3vx05ZTfP+dIjnC05RLExF393Nzw00t9KivY83x/eTmpxid14mSDQJbzmaEy38HBaBEjk/dGNa1kffxG13IuRjZYgl0lzN3YfTXv/mfQK+YZwd+d2HTJBoE94JHc0a1PjuQCGNWpGGz/7CLBK0QgPV5uqNLf4FXR6KZLzWbexTIut29as3KRncdLh6pTxjYAgD5ZsVq4xnP46fjkniuMdxh8pPMum3OPVr5UyJRp5LX1+xVJEU+3E1Fr2AaLxSK1jxIrPQSuZeYuVvyOK9h1fKs2lTo8rM2VzvnQrMv/1CDLbNcxkrXSoTb6Z+CdqEJUeL6D0eOaGz1sv/HcsVH68hjsMweZzR1WgaFJ9xtcQ/ZsMfFTfj+Wfwr9O8vgPetUcPpBQHe7Vao0YTWaKiip4Y+YKLl3M4vDhRKxWkRVLn6R//5Y8/GA/klMK2bjxDDK9meefkqI3crmMgCBPvntvHRfP2HtjxbYMpf9Ie4uNNQv2kZGUT2S4H6t+mEF+dgmiKJKVnM+pCxmMeXxutcrRJzaQddvPILeKvHjPoOoLwepdZ3j3py1YzBZyUvM59NVWmof6Ma3Zc6x9/36aNQnFN9gbAD9PN9xd7C+6z3d5lU7J5Xy9Wmo5Vlheydu/2yKRKrWSrsPa2x3Tvn8r2vWRWgmFR/jz0FOjGPD696yeu425D47Hy1XDPT8sw1i19qLcUrKS81CqFNWpVoCI2CAWHHyLCr2BnReTmLVtH8uPn2PTY/fSOlSK8L309iTeua/2tj+pxSXcvexPJtzdCzcPDZWVRjasOMb+1DQqjEaC3N3pFBrK+Ba2/qFRsUHMffQOjm5zvFnlV2opNxgYGyuJZHx83QmP8ON4biZzDWdJdC8nrlBSSc//bR9eXq7IZAJp5SV8f8YmWHB1VXPXZFvtXPPWIcw6s4cPj++g1GBLna5NOc/Yxq1p5O5DkIsHr3cYgiAIaNRKHpjUo/q7runi39QziDUDHne67wpUCjl+7o7WNZ/PGE2TMEmwsSxtD59etP35WK0iby35i7xSiQibqnz4jiZmkFdSjiAILHp6CiE+tnrUaPdGzGxpq60SRRGraGWzdgUrT5+Q+txanYsijqZmsvGczT7lrVGDuL9HJ7sxOouW1t49aeJh37P1UtkRTMokMg3XWZMFvN6nP4OiHMUtyy7G8cKOXdc979XoEBBKiJsnuWU/YraWOB1jMiWiN51m5rENHMhNrte8Pmo3fu19H0qZPSETRSuitayGo+qGIDiasA8K6kS0m2M02c+6h1BqJmQp2jR0FhsBExQxyDxr74pRJHSkzOqsLv6qNXq8Cm4zpPdqPAGiTfRisFTyfcL9GCyOQpgATSwjwhw7UGzNfIk07d5az3kL/3sQRfFlIPpK9g+4fA1fGMxV3KIe43+syhw+XBWMmvtf8Mr7V0neP+lV09Do3dUICfGW2q9UqXSCQjzx9XPHaDRTkFlCeloR+/fHc/asZBni5+fOt19No2v7xhQX2keCKrUGRk3vw8I1Rzl7IcPxZFfBYrLYPTHOnDqH+NNpzHnrT4zZpcx7f2q1obHeaObwhTS2XlWvd+B0MkKJnpYKNdNavYjZZOHPEx/TuFEAiy99iaeXK0a9ibU/bGXOi4soLXCMsL2+5FnUZpEmVuk8Qd4ezLxjYI1rLtHqqDTY1yU18vfm7RH9adVNqj/zdFHjtSWN/KoU8qG/zrJ5sU3wYTKayc+S0iNKlYLssnLWnokjMa+Q3HJpjfsvp2IVRVq2awwGK8mXciiocN6SLdTTg2f69KTHgBbsuJyEa4Ar3r7uzN96kLSSEruxoihSVKolPbWASr2RV9P3kV1u/7kEurmzc+qDKORyMjKKKCqSIqqRnj6MbtYCq6vAgSxJYPHBOxNp1zYCkKI5qmtusgAmk4VPv9nCxh1nMVss5FaW21mIjG7cEkEQkFX96xrQmG+X7WbQ99861AZei8VJh1mXfgZ3pWPnk6uhVetYpnCearyCMWHdeTRWItQzT//KwcILrHrtXoK83bmUn82w3z/AYrXw82OTOJuew+aTl4jw865xPp1FzwNHn0NvMfB9l0/4YNwYduTtptxcwb6EFAerndFtm/PcYJsNjEImq06zas3Sd9DZdwBNPNpisVqZ8ttSCrTSb2JoyP2MbdqdQ5lnKdY1rL3aFYR5eOKidCQ1E5u14sN+t2G0WPjw4C5yKyuorMUipTZYrXpE0YrRkiV1hXCC8MAV+Hg8xITItjT3dixnaND59H9hKq69M0x9IFrLqq9Vrb2i8VY5RoujfcfRLuD2GudYnbmByxUNu0wfKCvhTFX6X2epZFn6Dw6myYKgRBDkCIIMmffndlE5tdyVZ5otdarcrQlDwj6jkdvfEwbdQhWqMmQ35V99liOKn1ZlBT+9RpiBKIo/iqI4pAHjS65sF0Xx5f8CwYN/P5L3n/Sq0RtsdT+CALnZpRw/msR770/C39+Dl18ZhVKpICvLvm5jw6ZTNIrx59eFezGZpKjVHz/uZOtvB+ndowl7D9grRa/FhIf6EREj1SQZDWY+XvkUBy9nEzq0FV0HtaJFtC2tYzZbUPm78fWyvcx+YTFmk4UyrZ7ivFIWvPoHH695nvDY4OpImZunZIDqE+TFstTv8A7wRK6w//q3Ho9ne24e9781mcHDJD4tkwm8Nn8TidnOHf6fmreWj1buxGyx8tvinXz0xUoEQcDormThJSkqJpfJuPvRofiFSOnSEXf3ZtqLI1k8ayPJuYVMfe0nvnzh9+o5mwT68+XtI/n+rrE80b8HRouFr3bsp1QnPfWfPpzElhVHuO37+WSXSoQsJ6OIwip1q1Iup3sjiWh9vmc/n+7eywvvjeeH+ybRMtBW81Wk0/Hc5k3cu2IFC3/aTVRUIHseepgQj1pUtetPcfCAlLb11bhwV2RbnurYkwfb2FJooihSXKIl3N2Lh1p3qd7+0VebuJiQg0wmEBzkyZnjGYwOb4nBasZgNVOol6ILwyKaM9KrOZ/8YBMAtGsWRuNAX66O3R08ncx3K/ZSZJCIzcit3xGo8cRH5cqvCRKJ3n8miX2nHW+k0e6BfNy+9qJ9jVyFp9KVHacTKTzoQSdfmyGywqJikGsv5FUk9sWx/ejXylY7mlZUxJjFH7Fw/1FySyVC5iLX8Fm7N3BVuHA2I4ec0nJeav4sXgovvttxiCJt/cnY7IQ3SdXa/p7kMhmP9OhKpvEMBos0T6R7G8zlHRzII4DZauRsyRaH7fWBXBDYk56CKIrIZAIv7trEorhT1zXX5cLnyK9YRoTP2yhkAbWmVzv5R+Crrj85MRtPYrXYd3aQuwxD6fvLda31aojFD4NhV61jBHkYgqIRon4roslR3f5M00dp7dXSyZE1Y0zYnfQJuA0AhaAgSBOOQM3pTNGc6lBDqJA57+VcE5Qyl/9mH9hbuIV64N8med5Ott0Ur5oqAnhMEIRj+fn2ijFtxZUUgkhwsBcxkQF07RrDD7M2c+F0OnK5jMaN/YmKsi8SzyuswGi2otUaqp9ypz46kLDGfgzp14LHHhrAwq//Iu5kKgCLv9nK6vnO0wCPD/uURx7/hRYxQUwZ1clhv1wuozy9iOf6tCX+RAomg4lhPVtw38NDWJX+LY2b16xeW7fvPLJOEbhf02mibXQIt3VuSvOuTXCp6oggiiKzHhpNTLAf70+dTXZSnt0x/VpGcSE9j6TcItz9PXAPklJ1OdviubOLrR6p621tqg2Ht5yJ56st+ykvqSTI050XHhtFWHQQGZdtysr7+75PRtW5zmXm8ECPTvi4SmvqP7Idsv7ByBHILZcIxJZVx9m71dEqZt3903hv6GBimoXYpYYBzBYLga5u/D5tCi+8MYZ33lhBxjU1XNdixiMDGTmqPQBnzqbz5FO/cf6Cvcr03IVMnn1lqcOxg/o2JyzEm/ikXAwGMx+/PoFIX19ebN+f+RePsTjeVqPr6+VKq6ssevq0i+WXSXfZ3Wwign3Idi3llwQpJfxJ5/EMDmlOlLtfdUuzq8tTfkrYzb7ceGZd2MzZy9l891vd3ncAPVo05vVJg6v99ABigv14bcJgsorKmPjZb4T4eOKist08Zcjp5t2BknIjeqMtHeuvlv5Mt55P4GyGJFA6lJROiLcHAR6O6eOrsflCPMfSpGj4880+prGbfReO/rFRnC87SLm5pHrbS/374O9mP++Zkm1k6C6QXHHUodbKYLHVvT65ZT3xTtqXaU0mll06hwjc26ojRquFh9t2dRhXH0T7fU6A+2QAViSf4cn99RceTN//Oxnakhr3m3QbsRgdRRqCoMZqOIBF51grWV8IvvMRNDV3/LCDNR/+Roq4JihlKvoFjKqVgIklT4D57wtQrhflhgscz576r53/vwaBm6OsrYe69v8MhH+5oHQwsFwURZ+rtkUjiSZ8ri1mbOj4qv2TgE9EUazRObZz587isWM2I96iwgruGPUlAhAa7kO/gS3JzC7BpDUQFulHaOMA5AoZJpOZMWM7cfZsOlFRAbi7azh3LgMvbxeOHU9h/FiJnJWXVOLh7YrZZOGrD9cy8a4eRDUJJie9CLlCRkCINyClLS0WKxoXFaVFFbh6uNh1zNCW6UhLyKFFJ6lQ/akhHzH+kUH0GdcZucxmQKvXGXiq/7t8sPJ5AsIcuXJiRgEms4UWkVLqZ8nHqxBFuOvV8Q5jD1xIYfaaffzx6jT2rjpC5yFtcblGVPDLtqPc3rst7lVF76IoMuvZhWS39OaTh0bb+YcV5ZZy+mwqQS2CaBlmSz3tWHWMTv2a4+UrpX0ykvIIiwpAEASOpGSQW1bO6LYtKC+pxMVNTaXFRHxCNl89s5xF2x2DtR/v2IPBZObx3t2qb/JfvLOaXgNb0L1PM4wGMyq1TXVaUa7jjkd+wHtcGIsn15xi0umMaDTK6s960+bTeHq60KunfU9ck8ni0O3kCnLzy4iLz6Z/r2ZsTU9gVdI5vu83nkXxJxkX1RJ3pZozFzP55KetvPDgIBavO8bnL0vfjcFiZl3aOSZFtQdAbzCRmFFA65jae44CfH5+M6PD25NvKKOjZyTJOUW0ivx7LaqsVpGzaTm0i5TOf7DgLHFlyVSYK7knciSeSrcau1lcQYXeQEZxGc1DbGrluJw8KgxGujSWRBIWq5UHf1/JvV07MqDp33MlOFm8kSBNLKEu9t+Z2Wrkx4QJ3BezCFeFNztSkugSGoaHSk2ZMZMzRb/RO/iV6vGH8z4gymMEgS4drj0FAF+e3EeASw6N3RfTJ7xu8mayWtCZTXiqak+1X8GO7Ev0CoxBLW94d0qr4RCitQi5ywjn+8u/QFB2rCZyKdoctmQfYUasrdWXyWpGKVNQaZYeil0V9Vt3QyEaT4KyFYLgvK1i9Tj9DlD3cVo3WBPMVgMKWS1ikOuAVTSiNaXgoWoq/d+YgIfaueobwGwpRiZzQ1bH+/snIAjCcVEU61by3CB4uYWK3VvWVnJ/4/DXsbdv6nv7r+LfjuT9J71qdJXGqicBkeL8CtKS84ltGkyfgS3w9HSlstJASlI+MpnAkUOJrFt7gpSUAl55/ne+/GAN+w8kkFmVys3PLuG+IZ+SnFrAno2nObUvATdvV/Q6I8ERvshkAnPeXsnh7edZ8+sefnhbUo56+bo7kISk8xmsnbcLgISUPBoPaUnX29rw8c9/8ccmWxRoRtfXcXFVo3F1fvGKDfevJngAg6f1ZcjdfckvqeDnq8yUAdpEhZCRV0Kl3kjPsZ1RuCip0EmRytS8YuZtPUJeaQUms5W9ccm8vXQrgiDwxGdT6dI60sEgNi0hh0t74tl9PIE18201YQPHd64meAD7CrJZc0p6Au8aGc7otpKwY9bMFezacBpXuZJwX2/ue+42xr84h7PJWZw4lFh9fOH6VPIKyrhcIAV6zVYr46Z0o2VVvdyzM37l5FFbGtPdw4UNi591SvAyMoq4Y/K3lJZW8ugjv7J798Xqfa1ahuMW5cHlEvsqgviUXP7c6lj0/+K+TYiuAv17Se2YhkQ04ft+EoHbeegSh05JhfVtm4cxbWxXVm09zYw7bC28yo0GdmQlYBVFLKKVpMxC5q2uOSK38PJBfk6QRDQvtBpGM69gegc2xVWjqpHgZRSUsO6wY3rNGWQyoZrgAXgq3Wji0Yjbgrvx/oUfOVVyqZaj4WhKBsuOnaV5SAC5ZRW8t1Fq25ZUWEBinq2DhUwQ6BnViO5REQ5zJBcV89pGe5sivaWSIqNzz70OPiMcCB6AQqbioSbLcVV4AzAwMhoPlfQ3dKpoIZ4q+/Z2kR7D8VJJl5ZcbTn3brEvwZkY25pB4UPoGPR1bR9BNZQyeb0JHsDAkGao5QpSKwrJ1ztXsF+NPH0puTpJWSpTd6+R4AEI6n5wVcswD4Ur0e42ccW50ss8dVKyTVqR8RfL0q8v9Q0gan9FrPim5v0VX4K5dsGJKIqIlfOhAd5vYuVKliTfR66u9t9oQ1FmOEd8oSSqlAmqWgkeQHrRC5RUrruha/hP47+jrv0/gX+V5P1XvWpcXFQggmgFESsnDl1GW65n8Mj2TLm3NyNHd0AQYNfmc+zadIbXZo6ldetwAkO8Sc4uIe58Fk88KmlBAkK8+fj3R3jj3ZUU5JTyxudTKEgv4qlxX/PDu2v45PXlnMgsJLZ1OOMf6k/MwBYcPZXidF1tejTh5e/vB8BgNOPh44abhwvP3D2ACYNtSt1ZW2fy9c438fCpPf0177XfSY/PYubYj8lMyCYxs5DFVb55B9cfp7Jch8Ii8kqrlrhqVLw0bwMPzFrG5A8W8tbri1HIZSTnFjG5Z1sen7sKN5WKjlGhxGXkoVYquKNnO4dzHjWWMvLpIZzNzkVnMDF94If8ttVRgdcqNIjSEznkZ5dUb9t07hL3vDWKweM6cuZoMp+8sozjihI8m/txzze/8+cyiexUGAycUpWSM/8STQP8SSosptPXcwiLDsDTS6ppanV/a9aW2X/ORosFnclR6Rke7stXs6dhMJgJDvYiJbWA07nZfHRgN7Nmb2HN6XMcy87EbLGSlV3C+YtZbM9KYkGOY3eLToGhuCmdP7H39GvMW8s3Vb/u2zmGh+/ozYLcYzw5ZwUms4WFy4/QNieUk4UZjPrrR1pGB/Pl844R2CsYGNycISEtatzvDBV6IysuHWVbjs3It8Kk46fELWTp7MmswWLCYLn6M5MinM09o/ik3TN09JHOvenMperaPIB8fSFfxc/Dz82VCF9vANQKOXq/8xQZilipnU18oc0cWhAEHu7V1akQwtfVhR6R9uTvYtlxtuUua9D73pD5CVqz7f09u20jy+Kkz+BwegSbE+1JcZBLR9RyyUPOW+PC7U3t7VIaeXgT4u6Fm7IRerNzBbHBnMOprIl/y6JjZdpJtmdfrHPchsxTrM08Xuc4AEHVGUFuI3V+ak+GBNuCIq08o/mojaTgvrvxaO6JHN3AVV8FzXDQ1PwblvkuxKqIIaG8ZmNpQRCQ+S5EkDeg/641j0lhzxHk0vD+t7XBW9ORTiG/1jkup/RbSnW7iPSfi6/bxDrH38ItXA/+7Uge/Ae9akpLKqvODSICb30+hTum9eTT99diMllwc1MTGRVAm86RvPj2eA7vvsi6JYeYckc3Pv90Cu+8MwGgutNFkybBLJr3MH5Bnnh4u9KyYyQfL5qBq7uaoWM6MuPxIfgFeSGXy/D2drVrNA/wzfydrFx7jL+W2BSpTRsHsO+7bZQUlOPuqq5uLL/y2y2s+s7esX/Vt1v4+bUlxB9PYt5rS6q3BzYKYMe6Y2RazRzecJzuLRvxx5vTANixZD8FGUVkZhdx5KB0A3njzsF8/chY5jw0hnbB/gT7eFCq1fPBsu30aNaYlxdu5MDFVB78bjnvLd/u9LO1iiJnd11k1t2jmDJjMHe/NYb40pLq/etOxbEz7jJtwoMRyk1UVtjMgVMKSyirMiTu2DOWt368F6VSwYIHb6dLqprBQ9oy+/21uKvVfPz4eBaueprfjp9i9bkLbJ1+L8+s20hKkfSk30zwpHGe/ef887FjvPDzaqfrDgnxJjDQk0efHEyTtqEEubnTITiUrz6/i7eGDcFwqpxv524n/nIuR08k81S/3qyedi879l3EfJVH4pSm7aqjQwAffruJHQekSELrsGBcc+QcPClFLdRqJYlp+TzYrBuR7r6IosiMST055J1KpraUBX3ta33y9RX8kWR/Ew9Se/LZup2UGeovamgeHsgb44fS0SeqepsVkfiyLL66ZP/5LEjewoJkWxTHZDVjqLJEkV/lpxaXlcfWnIMsTZNIrLvSjU4+bYgO8GVIS0mF7eWioVNYY5Yeu0hw/mhGt2rDtkuX7bzynMFLo2F0y+Z229r79OH2CPu2WIlFhby10/nvEiDWoyfn8rTctWYZy+LO8lL3PoyMlQjAtBZjuaOZM3G/BLVcwcgo52QhrjiPgat/qn5daTayPlWKUqvkATT2ee5vFfY/23IwU6K61LhfZzayIGkP98f0Y3pszUr5a5GizeFiWZrDdtGciFj+Pt4qSaAkKcGv/1YiyIMRFDbvwgJDHgaLvbddqamILTlSBwqLEzPm+ckzSa6QSKCoXYCoW133ed0fwUVT8+fmDNbyL25YpwhXVVvUikYIgvN0e27hIxhNNzbK+J/ArUjeTUXDizluMERRfPlKBwukqJszr5rJwIp6jv+xSlFbAsRwHV41er2x6ocCSpWcDauOs2/7eVyqarFOn0xl2AhblGrnxjN4+bpRtFlHfqGWr15ZwVPvjOPrN1by265Xq8cNGmcTUPgGeDLm3t68N+MXPlli8zTr082+mBzgtr4t0eaVEX9VOlKlVrLw1Me2NRtMxCXnMHBKD0xXqYMvpeRRHuzOmLGdEQRoelVT+9GPDOGNsR9T4uvKfi85Q7ILiQ6VPNLaPj6IgOhAfl99EHkT6el45f6zTOnXngsVWpSdI5DLZHwzYxz741LoEhvO9Nu6oVEpOJKQRuMA583OZwzqxvszfqF9x2hCowLo2681fZHc/fdsOIVntCdmq4Xpv67kixkjSC8q5eGFq/jxnvE82s++P6u3i4bnBkoWG5/9/ACCACajdAPoFCEJT57q0wO9yczsfQeZ2LolQR5SSvhMcT4X83O476r5prZow8xfL6DXm9BolMQXFtDYyxu1QsGmTac5fTqdNhObsCrzAj93GM+wq3rb3jGxKxaLFVcXFVB1sxdh07ZzdGgdgY+386jqtPHd8PGWoovd2kex5OsHeOPL9XRvH0lZhZ4f9x4g1OyHV0s1KqUClVLBnH6TUcsVdl0bQLqZp2uLydWVsT79HPuPJ6PXmtGVmDFYnHcJcQa90cxnC/fz+QOjqrf9lrybzMMKZvTtZTc2tCya/FItVHVra+/j+PsFeG5YH3L1BVSa9Tz5+zomdGzJgOb2YgVBEJgQPppSPz0miwV/dzfmHzlMCRk0D+4HwCPL1/Bcv17IZAIvb9jCn/feZTeHwaJHLbdPeX55YD/T2rXHR+NCxxBbdEpnqUBvKcdHJaWbm3n2wU9RyciYSmJ9/Ai56vsNqaWPcV2Qs4of+tkUvkX6SjamXWRU4xYIghwfl161HA1lRj2vnVjLl10nOvje1QdGq5nMymJEUWwQmUwoz6TEWEFzT/s0NTJfBKXzOkRnECv/AM0oBJmjzQrA+qw1yAUZoS5htPPuyNrMP+jg040OPtLf+978TbT37skTTd4lRRvH6syfeabpF3ZzjAp9DG9lVRRP1REEl1rXZLJKDz1KmfNxiaXrUck9aOTe75o9SqhFzVsTDOYMkgpfoUXQouptni59az3Gw3USCrmj/+At3EJD8K8KL/4ruFZ4sX/nRd55aSmIIt5+bmhUClzdXUAQCI70JSU+l3atw3n27XF28zzx2AKiogPIOZWOvtLIiCndGH57zao7s8WKQu74BLz4z8P079mUsBBHomQxW3hlwpfM/GUGiCLv3zuHT9a9yKmLGTz90Z8s//JBQgIkheuOPw4gC3CnTC4wpr9z5/0Vs9axISuXTIuZ0YKGMQ8NZs6Lv5EhF5m14Cku748n4WQyjVqEsfbwBd56+y4e+Ph3Ogb6MfPJsU7n3B+XQmyIP0He0kVdW6bj4417adMoiNurUrhmi5X8zGKS4jLpNbQtZrOF25+Zw+xXpzBp3jKevK0nU7q2xWSxcjEnn/YRdQsLqj9Xq5X3tuykdXAgkzu0QW8yM+mXxYxv24oHe3SuHmOyWHBRKpn/8266do9hVX4i/m6uzOgqfWd3r1zBk1270zU8nMpKA1qtgYAAz9pO/begt5iJL86nrb/tvY7/eB69esZwT5fOBLpIn+fu44koFXJ6toviha/X8NQdfWl0VX/izMoSVqWeprRAj6ug5NnetuiN2WphUdJhtv+ZwqtTBtKysWNdniiKbD2VwOB2Tciq6l6xt/wMvX1aEe7pY0cUknILqdAbadu4/t9PSmExe8r20Nwziq5+bWsde7kiiW2525kRMx2AA8lpdAgPQSmXczEvn9bB9r5xr5+dztNN3yVAbVvPN4cOcWfbtvi72tuPnCnZTnrlBUaG2kf8AM4X5LEmaROPthuEjzocrbmQuNJNtPEeh1oufQ/5ukTyDadp6V17qk1vliKRGoVjG7yaYBGtyKuiYyarhbVpZ5nQuJ0DSbOKVrLL96KwrCPI5/N6z18TNmcfZUBge9TyhtmM1AZr6WsI7k8hyJ3XgObos8nRZ5FYfolJETbSXmDIwVcVyMbsJfTyH4qPyh9RFKkwl+ChdP4QWV8czP8RAYHuAdOd7s+uPIpC5kKApjVnC78h1K0/fprau5fUBqtooEx/AG+XeiqSbxJuuvDCNVTs3sz5Z36j8depd28JL/hvpGv/cygsKKkO95YWVqBxUxMW5YdWb8DP34Mv5tyDxWThp883cfTIZZYuOQjAu+9PJCuzmDe+v4dvVj7J8Nu7kpNbSmmpo7s6wLMv/8HBI5fttq35ZTepx1OQyRy/mrJyHXKFnAmPDkZfacDD153JTw1DLpfRpmko2355ArneSFmhVIStLa0k0M3FjuDNWbGfg2dTACjKKSEoMpDPXp/Cd0+PpzijGBd3DW16NUOdUkJlVjF7Vx+l9ZRuePl7ct+Ynni5aXimV0dOrThOXonzvqWH4tNIyy1i67JDiKLIAz3f4fbWzRjZUarPOpuew7gvFlKcX0bKRcnHSy6X0XtkO4pyy/mwU0+mdm+PXCZDo1TQ1NeX5fOknq9mi5Xen80lv1xLfoWWB377066eKbmwmOTCYgq1OkxV6XKNUkGbTA2NDLYIj0Imw0Wp5MOdu1m/+ww52aVklZfz3aHDX8hhuAABAABJREFUJFT1Hv5+5GgOZaRXt7L7eOsuvlxnbyCcq63gjl8WM+OZhZw665jaqgtxl3P46Hsp3RlfnM8nJ2zzb89IJLCzF52iI6oJHkiecDKZdLMf168NgT72EZIwV2+eaNGPmX2G8mSP/pgsFqbs+pn9mUlYRCuJ5XncP7wLz/+43umaBEHgtg5NkckEtp9J5K9T8WzPOcvxskTKdAb+2C/VGoqiiEFTSZtGDVPoRvr50MWvdY09TK9GjHt0NcEDaB8Wwm0/zqfSaHQgeAAzW3xlR/AAnuze3YHgpVdeJE+f5ZTggeSFJ5eJiFgpMWbwR/J0igxJiNhShS/sPcj2tHLKjAaSSqVavkztAayihVKDngKd5F+YVgGXy2zHaU1Gll4+VeN7ztdX0HXt59WeeUqZnOHhLXnx2Er0FvvavlOFp1mcsAAPlzHOpqqGxVJAecmbXNvi62qIosiB/AtozTWPuR7IvD6skeABBGtCaO/dyY7gASxImU1aZSKjQqfio5IyDIIg/G2CB9Dd/yG6+T9Y4/4Q1y4EaKQMg6+mDS4NIOjXokS3B7Ol1IHgidZKxMolNRz1z0EURawlTyNaCusefAv/8/jX07X/RRTmlSMgmXMjQOOoAI4cusyaHZJ9QmZqPhmZRSg0CoKCpMLrtNQCHp76A8s3PY+Hh5QCMBrMvHLvT4RG+vHhD/c7nOedmWPx8rRPFwSF+1JWWI7VasVksnD8WBLH1p3g0fcmM/nRn1j09f3EtI7g8X7v8vnGl+g2rB2XknN59ZPVPDGgDZeOJREaE0jn0Z3YVlzCyK6Dqud+98ct9GwfRWSIZKtSmFXE2b1x7EpIZ3tyNuP9PchLL2DqaxNI8VSRptMR1S6C9z9bxbxZD+FT5Z3XZ1h7tP4ueLlpWP7NFoIa+dF3rO2B6fmxfcnNK+Wdr+cS0S2S+Yff4fSBBAwB3rhpVLQOD+LXRyYR4OlOyyo7GEEQiMqBlz9awLhJ3RhI++r5zCYL+dklnErPRhRFfrv/dgI83DBZLNzZ2T66sTsxmQNJqbx6W3+i/HwoK9Vx/+Rv+X3tM6g1jtGJ3pGNeeD7jgR7eDCQVhw9epkliw9wx509CGnsQ7nRSKXFiNUq4qvSEFecT2Z5GWarlbW7zhC/P4NiVRl33daDUCeR1z2H4unZJdZpxBYgNNCLAT2asmn3efp2bcLi26bw+4ZjZBaUILRTEu7tzeendzEg3JZm791BUnTqzCZ6t69ZOL7vbDJHLqZhMlvIOWPglQtr2fvYMwwNbUWUuz9fPzqWfeeT6d0qqsY57h0glRioknUUGyrQGU0k5kg3h1x9CTPWLmRUUHdeum1QjXNcwbGiONp6x6KSKWnhWaOjEQWGIoxWE6EujiTOVaXk58nj8dTYp2QtohmT1YSLonax0RV4KPwId5UUtkklRdy5ejmH75tBqTGXc6Xb6BUwleZ+91WPvyfmd5alPIJVtPLe4R082b4HX/WdhLtKxZbUeHZkJPF572GcLfoVX3UzFsXHU6gv4YUOHTlZkIPObKKVr0R0yk0Gjualc0dMe6drC9C4s+G2R+xSsyqZgg5+EWj121BoeqCQewPQysudsOgwXDXOU3+p2gJE0UqAuBqj8SBVVzWnEASBd9vei6XsbaymIGTu19cZQzRdAkWsQ49b2/5zXNLJaerRzKGW7+p0+/PNPryu8zs9pyhisJajkUuReOGq81pFM7Ia6uIAwtz6/61zl+p2IRM0qBTXiELESkTjSQTXO//W/A2GJQOMZ0FWv7+VW/jfxq1InhPENg8FUUSwiIhm2LsjDheNineeWczZ4yk8fvv3aEsq6dAthkaN/enSNQbRZCHEw6Wa4AGYjCaaNAniiVdHO1XP+fq4IZfLWLn2BJv+koqGS4vKKS2q4NNv/+LMhQz+2ncRo0aJXC5j7bxHCfDzIDDCj292vs7rE79EFEWaRQXxxYtj2bPqKI98OhVvf0++nv4jHcP8+ehumzVBm9gQerSJJMRfutA16RjNY1/eRwt3DyZ1bYbFVcXXT0hu+P36taJxeACqEG+aFEr9ez/63Va0PqxzM9RKBa26xxLV0jEi4+vnTsvpPfFwd8HFTc3833Zy/mIG5SVaLp/PJMDTPvpUVqxl9YJ9PP32OFYsPsCeneer93l6u/LY62NIKywhtbCEKH+JTCnlcoa0kIrBjAYpwnFft470i41CWUWqPL1c+OaXB50SPIBoXx92JCZRWFiB2WyhS5cYnnx6KB+8vwYXuZKZffsxYEALevSIZUL/DrgHu7IpIZ4SvR5LoIIObRvRyuLD6GHtCPS3r9uaNXcrcxbupkJbc2TEy8OF7h2iOHI2tXqcNtTKauslNKKS1zoOZG6/ifxw/iBPzf6TpAzJnHdD3AUmbV3AiqTT7Mq67HTubcfjGdSxCU+M702fblF4REufwamiDDIrS1Aq5Kw8IBlIF5ZpuferpQ7dIQrKpGjUmOCu7NyUj7ebC69PlNK/wS4+dGwcTkhQzV0YMopKmb1NEgytydxNgaGkxrFXcKL4LHvyD1FkdF7g3izQ32Hb/oLd/Jb6E3qLTWBSrNPx7WHn9jLeqgCae0o1X9HevqyYMIX5Z09QabaglNkI5Om8bO7dtAKlTMPU6Pm4KnzwUKqRCTJyKstZdPEUo6JaMKvPSGSCnGERP+Gi8GNoo1z6h20nvmQJd8S2477mtoegYFcPPu9Ruxo12MW+LEAhkzE1uisV+p2YLDkkleezLOUoamUTgnzeq3GewwUJLEjazWl9P/wCtyLUUasGIHN/FsH1nurXorWi1gjgtTCWvExhpfOewallRzEXP8WqjCVcKDvLlhxbNLnImM9b5x9vkNLYWvoaoiWnznGZladYk/aC030b0h8kp4b13gg09n0TT41j2Y4g90fm/Wmtx4rWSvS6zTd2QfIQBO9PEIR/xtewLtwyQ765uBXJc4LufZpJD7wCKJUyegxqQf8hrfBwd6FJi1BWHnyjOp2qrdDz+cvLeXXWFAzuKtLTCnFzUfHsM4v49of7mPnN3azfcIqTv+3nxeeHo3FxtM9o3TIURVU3Bl25gc4DWvHEbVKKtVO7xtXj1GrpJm0wmnlyxCe8M//R6ihWZHQQzab25PvFe3hsal+6DW+PxWIl5SqT3PEDpfqn/ZtPsuWHbUx4ZgSuHi5MenwoCzcdJdNg5o2HngagS/MIlmw9wdHDFylTQnZhOTtOJvLqXYMwW6wsWn2AEIPAqjnb6TG8Hfe+Zl+fp5TL+fQ+qe9pak4hF/MKCYsKJO5kKvs2nua5z+5k4ZebQYR7nhvGgiOneXvZDBr5etFuQxQh/l5UGk28t2Y7owMjyUjI4/aHpGhFaVklT/+0iq8fm4iXi4ZKrYHbB33Ci+9NoN+Q1kzt0t5uLaHhNTc0N5gtxOXlc3T+GSbf3o2evZri4+PGwt8ecRjbwj+AWbfZvMXaBQVj6WqlRKejwmTEXamiqFiLv59EYO+Z3IPpU/uwJzeV4EoPOgU7L6JemxSHtbOKoCryPbJpcxJP5DAxvDVymYxwd2+iPf1IUuTxzbK9DO3enC8W72Rg1yb4tXPDW61h27F4jCYzI3pIbaJyKsvY6HsW0xkz6aeL+WLEOJLKpX1PtrCljWZNl8iGt7sLDw3pilwm44/9JzmuiufNtmMY8/F81r5yH1almdE9m7Hr/GWGtmta/bsb6dMTP3cbyduecxIvlRudfaUomUohx9fNhTKdHmtiNEGt/Gr8Lq4goTyVWPcI5iUv5sVmT9Q5HqC3/wDKzWWsyvyDOxtJUXOLKKIz2wQnF0qPYRKNtPPu6XB8hKcX8UWFjIhpRlc/W41dM19/BkREk1+pJcBVinw801ESSuTKZKjlzqNVgS4d8de0xlsdW6/1Xwud2cQD+37jx1534XFVH+LGfhIpsOhzMVpt700UTZRpV+DpNsUusn174x7sy4tD04AaO4PoYtfdRCz/HEEejNVahKDqhKAZWuvxZ+RvsiN9Dy83dyyHOlKahL/6NSZEhOKt9KHCbPP381UF8GbL2QiCQLYuFQ+lN+4KL6fnyNUlsyP7S6YE9wLBuaAjT5+AnzoKuaAg3K0DExt/63Tc4NBZaOT2UXiraGJj6lgGhy9Co6j5+vFPw2LNQ1e5DI3LsBsynyS+UYCqYariW/jfxa1InhMcPhAvkbyqZsp33tOb3gNa0q5LFBpXFZ+9t5aTR5O5dCGL337ZS88hrVCqFHz+1TQiGvlx8VQqIW5qPDxciI/PISLch57dY5jS8Q2W/HGQ9RtPsX3nBdLSpLRX09hgoiMDyM0ro8e4jrTpbTNq3TB/NxeO2kdqPv3+L9rf1ZOYNpI3mCiK7D6cwPKNJxk5oDWCIKBUK7FarLTqabN1EEWR+NQ8nlu8kymvjycrMYe8NCkyNLF/O8YN70Sj5mH8uesMe08lkV1YRli4P42bBNM+NpQgHw8OH0uguKCM3WuOkZdZyIz3J3N8dxzlxdoaP8/nF2zko8/uoVGYHx8eOco9b0j1Q+Pu68O4+6XG38Fe7riqVbzz2EIuHU4BQCmX0TI0kNAwH2JahDDiy/mcSs9m1/ozmHfnsj8xlT+OnsbVTc0L74zH76pIWqlOT3GlvW1IclKeXZRAFEWifH1IKy5lyCNdmZV8ggu59m3btm4/z9ff2hvtXg25XMaCc6f4/thhzlzI4MnXlrDu3AU+3rELTy8XPNw16C1muxtycmkxz+60tZTqGdKIqc3aV78OcnHnxQkD8fLQMPPbDcxfd5jKRD3P3zGQUX1aERHszaJ3pjGie0sGhMbS3i8MtVLBBwu3UlIhvedgV0/WDJ7OXb07Mr5dWwI07nQLiLRbe25JBdM+X4Ioisxev58wP4lk7ky9xNnSDFQKBbvfewR/Tzf25l8kS53NT3sO8VeG1Cprf3wqibmFdIyyRXJVMgWqq1JfgZ7uTOvRAbVCQdMgfwdFsDO08W5GL/9ujAgezDcJP9c61mw1I4oiZtGMq9wdb0MvkoulCKC/qysv9uptW5tcg+YaNWV2RTnpZSUAfNhvCIGu9iksjUJJYmkhyWWOUcUm3v7cddX3djU8VY2cErxfLx3hUkmekyPs4aJQ8kjzPrjIrORVrHU8t2cQ06J7VL+2ijoq9NsARz++3oEtaOflXec5AQ4UnOO1M3Pttgmer4PbwwguY6Eeqtouvh15ufkzTvdNjrgDP5UvKdokgjQhdPeTvh+LaEZrrsC1Kt1+uHArSRU1G3L7KF1pq85Fpxpco2p3Z85sigy2OlmFzLk/pYvCzy59CyATlPQJmf2vEjwAhSISH79fEEUdRp3j76ChEIvvQ9Q7taG9ebhloXJTcSuS5wQqhVz6kQjQqkMEweHSU94Hzy/hzocHMP72riz//SDdejWhVZsIuvdugiAIhIZJ43oOaU3PIa2xWkXef3c1k+/oikIh57dDb5FXWIFcLuPQ4cto88vR5pfhHeZDekYRP83fg5+/B81CfWgW7kvPEe1xddegUts/hQ/u05zWzUJRa6SLVmZuKXMW7eHH1yehqOqSsX3xPnavOMgH66Q6QrPZwpNvLEZZrufVBwbTsnMsLTvbbkIXU3NZsuU4WYVl3NmzFSpBRggKTqQVENxeslB4+97b2PDFJhbrdbToGkuTJo3o0K+F5B3oVXMaaMXLd1f/X280U6yt5K1lW5k+uCvtI6Xo1uTubTEazfQZ1oYOfZvy6K+rCfR0452JQwCIjA3iu6Z+vLN2O0NCGnHvQwMI8/ehQm/kwpl0jh1MJHpsUx75Yi5bn3qAp79ZgVwlZ94zd1JcVMH0P9cg7Cjk2y/vISjYG4Bv9x+iTG9gwZSJJBYW0jzAj1BPT6mbR1ohkY39CYj2YXxT+6Lxi/HZrFhznGnTe3H3qhXsvX86oiiyLyWFiiCR5UfPkJNXyqO9uqOSy5nY1N7xvkCn5WRqJvNXHuK+Cd3xd3HD38VGLg6cSuKljRuZeedg2jcLY+WOU0wZ2okgPw+C/GxENtTfFuVQKeXMe/VOvN1t30OIqxchrl60CnCufPX3dOWp0b2k366fB65VKe3PJo+l3KRnX148MR6BRLoHkFlZzOSoHiw2zAOrdEMM93WMsvQJlCLQyRU5pGhzGBDUHgC1UsG9PWv2mQOIzyvg1xMHGBbbhoc3refnu0YxImRwrcf8kvITTdyb0cW3C2cLE5GVeRDg6kaUjw9FhgLiys7QK0BKL8e6t64+LqOsjKlrlzGuaQsEQeCZLlJ078/48wxuHIOX2hY9e7/XkFrX4Aw6cyEZ2r008RoHQFJZIV+f20u3wEbIBRlmayUgoKjBwgOgX3ATDOZsCiq3EOguPRidKExFLVfQytu+REIu8yTMf57TeYzGM+TmDyUsJAVZHS28uvu1pJ23rV7SajiIqFuO3HsWKKXfcbYujxCXBpgOX4O23h1pi/1v4UTxAU6XHOah6BcBGBf+UK1zqBRB5MiHUlK8nV4Bjl1qRMNBJnuWItNcfws8r+uMwv4TEK3FmHRrUdUhsLE7RjSAqEWQ2Yiq4PUpyP5d4noLNxe3InlOUJ1SFeFyfC6z3l7Ntx+uIz+vjA9fWELTFqFMubsX3Xs1pSC/jC8/lupKtOU6KisNWCxSXZNMJvD0wwPIPZvB8OHt8PBy5Zc3VrDuh+307hzF6q+3UJhTKnVJiMvkp2/v4+O3J9KpVThZyfkknEplwKRuxLa1+VQZjGZaNQ3B46r+seHB3vzy6d0smr2JrYv2oq808PlDc7j7Tckz2mwyc+x0MuUWK6OGdWDzPseG3Z2aRzDU35+oQgN7v9nKr08u4GBqNr06N+WuIdIFOTbMn6dn3c0Lb02mS3QYblX1h67uGk7tvcSxnRcwmxyNSkGqmUs8n8HsB8fwzh9b0eeUEx3ki9Fki3CVFWvZs/ksiQVFXMzKY0yVGldboefgzjiiAnyZe894po7oRs+BLUg5mEbXqHAiIv0ZPKo9HUNDeKS31BXhq+nj+eqBcVSU67n39u8JPWvm3im9qwleZmkZqYWlHE3LlN6bnx/vDx2Ct4uGnJxSZr6+nM/27OXedStRetsiACaThbBQHwYPbElhbjleR6TIiSAIqFRKHp7Wl4X3T2HjC9PBaP80eSovm6+PH6BLcDi/DZ1M00jnN0qtwkyEzpPe4VGMH9iWnPIKGjeRLsxmi5U/d552qJ27kJpLQkE+v146Uj0uv9S5+hnglfkbySgopWsz6bf1W/xhZu/aS35ZBWsSTzEvcQ9plYUUGyVleL6hggqLnq2PP87QxhKRa+zvTa+mjZ3OX2HWUWiQUnE7ck/+P/beOjyK8237/8z6ZrPZuLsSAsHd3d1bSoEChRp1oe5OnZZCS4GiRYu7O0ECCXGIu21kd7Myvz+WJqQJtH2+8r7v8+M8Do6DnblHdnYy9zXXdV7nicXW/H1xJ5zVCm45HSPG35Uvxw3HapVyIa3B2L7KZCKluKTRNg8FzaSrazeUgpqfjtiYGBNDRz97ALQ95SrrbpymOXhpNLTz8mFURAt6h5kw3ebyHc26yYX8nEZjzTYTCRUNfNRk/RHSqk7c87uYbbXo6+xZpDOFt/gu4RQjAqN5ILw94Tp3ksq+J7Wi+aDsTmTrVxDkbKdQiKJIbvUhsmvK/mKrxlAoYvH2OtkowLNYMrBYmnaDSwQJGllD4CnIY5A4PFz/WRRFXr/+BUXGf29nZifX3swKefYfbTPAe3azAR4Aig4ITm//G87sX4PZWoit8jVE07m/HnwPSKS+aFzvndVuAsM2RH3jayBIvf6Rt++/H/+lLN79TF497gd5zcDuOGG/Sar1RjJvFpGWUkB5hYHRD3Rl9sRvCQ71xFGrYtT4Djz53DAA3n5sJRNHfMGLD/7A2YP2xoGgSC+CW/tTfruc2X1ILD2GtcEn0I1nv3iQniPa0qFdMLMe6kVVlZ3cHNsjku7D2vDp402tcfYeus6XPzZW7b+ZXcKuI9ep8nchpHUAB1Yd4/uLH9Oik/1NdM/yQ2xdtI5fP5lJ6y5RpGYWsWxDwyR1ekccZRXVdBnWlhmzB1CjNyJVyOlikXN5wzmMORX1Y5ftOItKIUcd7Mr6G2lkF1egL6+hsrSajd8eoKzI7o2Zd6uYBzu+Yb+GBhOb98bx43u/E+nrwZh20VQWVPH62v2M/XQ1Px26wEdbj+DupWPQM32JDfDmyKvz6BBiV8H/fNMRtm22By9KuT35/Pq2A2zYfYG4s+londS07RjCMw8tZ4B/MADOLhq0TmoctSo273mOjz+exrCRbeu/x42CInzUDiweM6zJNfbxcWbN6gVMaxPLnE4dWHrefuyc3DImzvieVH0Zh2qy+SrxAtu+beDunT2cyoZr17DabLz0wRaefbtBg/vdb/aQnlKEM/aJ1svTidhW/o2Oe+BMEh//fJA16VeRuEtxVqqRSSUMntCSK3p7Z7HZYiUuOQfL7ReJlXsuUFReRXSQFyVlNejr7PfQ6cRbvPLTbkRRbBIQfnztANGRHrg7NWQPvxg2nke7d2fzmesYciS8ETuGWWG9aedqD+I8lFpsog2dQ8PLRWpVPmdLUptcP4DWziFMDOyFVbSxJ/8cp0uuNzvuDxToq/DUOrGm22dUVFnw1DpSbaojPq/BfzYuJ48lZxpb4FksElZnruJYyRHi5i/A+w7R4hkx/fi464vNHk8ulfLloBGEu7iRUXMNg9UeEA8JCedCQQ5WseHlw2StIbXqTP1ntVSHWto8V+wPOCkC6ODxFAAtnD2ZGt4OH/VhMqvsJHoRGZY7Svh3308scqk9wLfa9OzIvkKoo/NfbvdnyGWNu5mNhl1UVb6NKN7bCUWQOCEoGoTfBUFgeacP8VQ15laKhl2I1rx/fF6NjlU+C9F0DLH2N0Rz0xfRf7QvQYEgu3vX+H8LeeXvUIUWZP/9rKDgMAVB98V//bj38X8X7gd5zUAikyLYGt4Iolr6kZ1ehL64ig3LjlNWqEcqs186mUyK1WJlVv+PGDKxE3Mf7sHr382gU1+7zZK7tzMpmaWcu+1WMWJGT9r3bkFBVikfzPuJ/Qeu8fy0b1m1eDczHllGVbURm01E464ly0uHydSYYzNmWFtiHRQYqo1U3f53+FQyDkoFrz85HGd3JzwC3BBcNMTfyCG3sILwzuHk59jf/pfM/YH3H+rH9sdWkH+bo7Z9yX5mjPiQxJuF+IZ6UeejxXdYa7oMbUPP0R3YtrQhqPzt6FUup+aSVViOiEhabgndh7Wh3/hOJLR0RC/YAwrfYA8+32LPQCTnFrP+WhLRc+xk30l92/Ho3EFM7dWGn+ZPYMfFRDS3S8+/HIvjVkk5H247TLc3l/D9wbP07BTJ0++Np+4OezBHjQqXzt5oHO1B07s/7aG8rw6f2yXzuPMZpCbbNfjkcilyuZTTJ1Pqt//+1HnOb0igLFfPh/uO1mdfAbIrKtl8LQF/nY4nu3XDRa1m8alT+Pu58tXiaSQWF9HSw4MVY8Y1kkZxUioZGRqJVCLhkak9ePXJoRhv/34PjulEpIc7u1fZNebW3LjCG6cOYLHZOJufDYCz1gF9jZHL+XnklzdksB7v0YODOWmYrBbUSjkfzB9RH+yarVZsNpEfUs4gU0lY2NrenGJ2tVDdxsiy5DO8dckeWHx/4ySZ1WXEOPswtF0LkmsKuVCSCUCEtwdBni7MH9KVeYMaO4sAPNViCC10jRtHiox6smpKmoy9EyZrHY+GjeJwUWMf3zqLhUK9PbAq0Fcx6sfV2ESR9JJSFm618xV9nLR8MNxeKq2s09M3LIQvRw9vtJ/XDh5Eqe+IizWaOmvjbKFUIkGjaMrDqjQZya+u4uGd9iB8YsBTOCvsOmgjw1rwSte+rMh4mfQqe8elo9yV89mtWXTB3gQSqGmPn0NTEWdRFKn8k32cxWZDBDp5BODv2B93VVsAol3nEu06r37cc+e3kF9b2WSfno4jUUjt3cQyqY7pEY/jp/mfl0r/gMbxcSQSJ2qr12AyHv2X9ydaUuAf2n2ZrMZG3dCC7iNQdAOsgIhNtHKg4FfqbKa77uMfn6etErGZDOZ/CkHu36HTvYQg/euGo/8MbNgqXkS0Vf310P8GRO5n8v7LuB/kNYM/5Dj+sDY7uO0Sw8Z1oO/QVjwwvy9TZvbg5JEbPDVjGd+9tQ1HJzXO7o5s/OUUASEeOLs5IpU1dN099sQghg5rQ25GEYkXMwDwC/Xk6z0v0iLKF41ShrPOgXWr5rPozU18/+4WHFRyPn57IlZr45s1L6OQ1e9vZfnakyx4ZQ2fLNnHI1N7MHKgvYQW3i4ErYsju48m8PKn2/nqi52s/Xg7/o/04/zeK5zIK+V6RiEPvTwWn1BPBEFg2pcz8PDQUZZZwqJvdxDWO4rzK04Q2T6YvhM6c9NZRnah/QG+/YPZDOkcxbWMfNqG+lJtsD+ArVYbj0REIKuqI++WXeHfO9CNa7cK8HJ2pO1NK0PCQzh7KIGNS4+QcC2LopwKXp6whFHtWpCzPZni/Ap+nj8Rk9nC4YQM3p04CIlEoH9MGDabjd7vLeXQnqsUFVTyzrhBfDlvHGazleLKanakJuNyh3ZaXm45JcUND7YqvYEd2y9hs9mv5+bZD7DhpwWEhXtxbWsKR4/ewGKzkVleQa3ZTH5Vw7YPtW3HA7GxfLTjCFlGPYePJXFlexrSPwlWz5rcnant7FmPLYXJvL/nMJt2X8Jis7Eu+zphoR78+N408iur6OTqx8vt+lBQU8V7Rw8D0KlVICqVnG/7j+L5Kf2Y8cav1BjqcFIo+XXQVNIqy9iUfo1Kk5Gc4grGvbqCOSO74u3mxNyuXRjXpUH0uq9PON/1mMCM8E68GGvnpGlkCmSChJEBrfBSa0kqLOKbzc2XM++E2WIlp6whAKmzWLmeU0APjygGubfl493Hmt2uxKRnxNG3KCwy81arGY3WHU29yaKddo9lbyct555bgEQQiPBwZ9e8xmMzqrN45vzn9PphGX/GZ0OHMqNte368GEdS8b09bv/A+M1ryawsZ1rLNncdMy3oNUIdG9aPCG7DwxEL77nfM4WZPHCosbjt/pxknj2zHQCj1QeVzJNxB3+izGTFJirIrakAoJd3OE6Kv5Y36e0VhUZ2b15dXu1fl3MFQYLO5QuksiAkEue/HN8ckvSpXK+0Z9wk2mcQ5DF3HfvRjdc5Xty4AnGoaDv7C7c0nJPU156Bc5iKIG9p73trxqf2X4LxEGJN0/vo3w3RHP+3pF3+cj+iAVv5PETb3Rvb7g0pgrwVCPe+Z+7jfy/uB3nNoKzEnmEQRBHBakWQyaipMbHglZF0698Sg9FMbLsgPPyccfB0ojCnjF5DY5k4ty8d+zQYpZeVVrNr+6X6zzdv5HH5eDIPtF1EekIOi6Z8Q0CAK72GtcXD1xmVSs7H704i6XgSpQXlvPfJThZ/a3dDKLntYqHWqpn99iSuJuWyYEZfKvUGTHV3lJYMdXzyyPdk3yzk8em9ef2lsbQb2ha1Qo7GVUNkpzAKT6SQcYc7Q5i/G099/ABJhxPo6uXGY7MGEPlgF45ezsBR58CESd0pqawmLjmb+PQ80nKKefeRYUQHe+Htau/INNbWsXrTaT55fytXTqbw7fd72b7pLKdv3OJKci6DJ3XCyVWDb5A7Wg9HLq+7zJj+bXji6ylsPZ9AZZURxW3if5SPBxM6t6JPy1Ae7d+FffEpFFZWYzGa+eLd30m4Yj/36T9u4MtPdvHRjqOMbB3NynkN/JxR4zrQrWck5eU1fPrhDsrKaigs1PPJBzsa/dYuDmp++Xo2/fu35EpuPk9u3cmOhCRGRUfx7M491FmtuDqo0SqVHF57Fdc6BUvmTeCJufe2J3ogJpYPHhzOg2M7IwAKqRSJIPDtr8d4feMe3l6zj3U7LuKv1SE7Zyb5VhHfbTiBTCqhfYA/I1pGM2lIWwymuvp9WkUbqcUl9HtlCX7uOj5Z0OAt28M7BEd5w4P8RlYRK69fYFnyWbQKe/A7I6Izfhrn+jHXkgsocGwaEDx+bi3JlQ0T1I8XT/Hibzv5OMGeYUsvKuXT3cepNhvJrSpja+45SkxNMwXuSifeD5tHyzucKX48dZ4P9x9jcHQEPz0wvn75vbpuQx0DWdr9dX6ZZJc2eei3TcQX2M9PLpUiCAJLR4+hvW/zEjWiKPJ+4guU1dmzjjsmTaerXyCbUxIoqmmet6iROTfquOzhG0yUc/O+vH+gu3cwmwY/1GjZ8MBolveeQrq+hImHViAVJLwUOwB3lSOnijJYfP178mqOMzYwlviyHH5JO3OXvduxK/cqK9KP13/+M9exxKRn1rlv/xYHEkClHoRc0bb+89cp6/g9t/mg/Q+It0vZFeZKkvTNl+v/jHBtFOGaqEbLhnlPZqTP3YWApYKUIT4Po7hLs0hc2RbSq+7NdRNtZdgqGkr2gsN4JLq76wr+uyAa94L56l8P/EsoEVTDG3nxinWXEC23/tbWgiAgaGYgCM13Fv8fge2/9O8+gPvdtc3ixP7r9Vk8JAIhIe7Ex2WyccVJ2nUOYfbj9o6/4FBPolr6YjSYMdaaGD+8cQnHYKgjJ6us3hi886BWtOwWTrchrQmO9qXEVUtWVimuXk4kXcwgpKU/3kHuhLUKQLTBmp/mIgJVVUYemvcTW9Y8xsbfzlIQl0GgXMq6lcd4+93JKBUNP+OB08mUdAhFuf8qfV8ci0atIKBjGL42kbBoP7yCPBCvZjNs7gA27b9MtaGOmWO60C7Kn3bfzq7fz/PPjEafW05dnQXRbGXNvktYRZEuLQPZfSaRAAN0aBtKp55RXEzO5uT1m0SF+zBuTCdCI335buxndBzXlteeHcuEtq/TZUBLtq06xYQ3hyMLdSb8YXuWJCrch2dH9uRk0XlkcinZpRVcSMumtKqWG/HZ7NtyiWNOer6cMYpdr8zG9X0H5Le1yT6aOJSCtiWEhnnh6ta8jIJEIqDXG9h+7jp1bTQkK2u4nJNHGz+f+sBCcfv6dQzw47WBffnkyAkGR4XTysuTfcmpjGrZAo1Cwci+rbl5s4RWUX6obgekn/2wnx5dwvgx8yrtK10wmC2MG9CGJb8e46X5Q7BpRCpNRratvYwtxcTFxCx6dwynKNiIf6wHOYUVlFZWk5hRwMjeMWjUCpw0Kn5JvMTGjKvoq0w8ONTuOtHG3YcYFy96a4NJ15ehV9oDwJziCr7ZcRKz2caLk/phslj4fPMxBnWPoGeLu/OSegSGMtatsR/njyknCNa4E6hp6MArVpfz/MQe/Jx+ArPNSrSvJyvnTWZj5hm2n0ump0tL3JXaP+8ek8XC1exiugQF1y+b0j4Wi+2fP4HlEhlhbvZzeqFXT6Lcmwoi3w2CIDA9aD7Ocvv2DnL7hDcyLAon5V8Lwm5Ku0asmzfOSjUvndlDP79Q+vuH4+/YlJenltnvi2JjEntzttDZfQ5Rzp6EOblzYqSdo9fVMxiAfj6RqCQxJFZk4asBd5Ujpnvw9JJKXidYPYIAh2DeubaFZ1sM59m4VTwY0os+XvYmJXelE/v6vYHFZsUm2po4SvwVZgSPRCG5OzFftORSVzIKhVccYY4h7Mjbw8SAv+74nOg/vf7/dbY6jNZanOTOCDQE96Jogdq14PDgXd0y7oS7MhjNX0qcqBpxCv9AXs0pBMBH0+Mvj/M/gUTbPBf0n0IQJKAe22iZWHcWZCEIsuB/yzHu43837gd5zSAgzK1BJ08Q0FcbUTsoCQpxJ+lqNjHtg+3jgly5dDYNF62aiXP7sv6Hw+RX1PLMyyNJTy1k45rTqB2U/LbuLBMmd2Hxp7s5fyaNUCl8tv1Zfloxl90/HWXY9J4knk+nsrQa7yB3nvriIUwmc33woVTIWP/Lo8RdzuTUskPM+3Q6p/dcJtTXBYfbncAHjiUik0vp3z2KdtF+pJ9ORqNWUF1j4rNlB1nxyUOolHLefXFc/ff0LK7EYmn+jT/Q24X5k79m4ORuxJ9K4bN1DaK0Z67f5JMpS9jWPonHCyq4oa/EN8SDUc+OwJBXiUarovv0Lrz02AhkUgl+8zowbmg3rh9LJr+sijMpmcTftDcSVOTpiXR24ajFhslmY8eFG9TW1RHq6co3Zy8wsV8L5KZKNEoFN4vLeX3TAX58xJ4B8nfVsf3EGeRSKa5ujnzz2R6MJgvPLxrJsZSb9IkM4fszF5j2ZB8+PXiCBHM5L/TtxaIdB/h20ijC3JtOEJ0D/dn0sD274K115LV9hxjeIpKVcVeYP6cvij+J3/bqEUFEgCfjHMzUJFfx/bGz+EW44uzkgFaj5HBmBssvx/HVs+PxVDiw68B1HIId8Nao6ODti7/OmdeeG8am3y/j6KBkUFd7tuPBFm2YFNEKjbzhDfy1M/sZGdICL38nHj+2jfGhrejg4YdOo+Kk8RazYjvh7Kim1lTH2O6tGNPNXj4TRZEqgwknh8YBzcgO0U2+fx+vCNQyBWpZw3HfajMGk9WMq0KDVbSxNTOOUX5tmRzUjclB3e7qUGC1iZRU12ITRf64ajr1v66yH+vtTXxFInHlV5gSMI5qSzWeqqbeolXmKvKNuURqWxCkaWqjNiai6fdvDtXmOkxWKzqliiGBflwuvUJP3xCsNhsZ+jIinBsHnCXGapbeiEMl8yeuJJsoZzuH7s5s5cnCdGyiiMUWRXmdvRQX4eRJhNPd+XbuDv3QKaOQSnTEV2ShkMj4pP30RmLJf+DTpC2EaLyYGtS83dndoLYex2JMwqIegkzeqsl6QeaHwmMvgiAgijZea/lCo/VGq5Gzpafo63l3m7srFWdI1F9mZvDTf1pjRjTHIzAF+OsgL0hzb0keAEHiAA4PNllu9yAW2Js5nJ6+PyATHFDJGn5HUaxDLBmB4Lr+H/HpbJY8qHoHQfcxguTezTn/U0gcH/uP7Pe/hftuFP9dCP/EQuZ/Kzp27ChevHix/vP2Naf4/oPdgIhKLad15xAybhSw5ohdc277ypMU51egUitIjM8mP6OYFj0iqLhVzKi5fenepwU11UYSr+fSspUfer2BBbN/4tvls5FKBRzVSrTOdpeAn97eTJueUXQc0PBAXfzyOpJSC/lx89Mc3niGy4cTMCuk1Pm5M6Z7BMeuZzN3Vh/UKgVrNp8jwNcFR0cVMqmE1tF+vPrxdoQaIyO7RRLcMYykjEKcHFV0aBXI3WCzifWm93dCFEXMdZYmWn3VNSY+XX0Qa6WRHmH+DJvYhZyMIr54cT0frHuMhYs38+jgzrRrF8KBSyn0jAlBrZRzMTWHnecTKLycz5DYCDb9fIIv1i/g/LEkwrsE8fkXu4gZEsWJG7cY3CaCSzfzeG/qYNy1GkxmC7nletIvZHP2RAqvfzQJAENtHVevZvLRm9sYPb4DU2b1ZO6qLSybMZ7Nl64ztFUkl7Ly6BDkh4fj3f0av/vhEOsMaayfNRV/Zx2fHzvJrTN5jOwawxFDLqFuLkxoFYPFZqO2zMhvRy+zviqVS4/f+6Frtlrrs4/6aiOp1WVUGA1EurpzNS2PNZcvM6tfJwaFhNe7FaTnlhDo5YL8Dm7n6fxMIp3d0SqUXCrOo5t3w+9ps9moMtc10nf7aOMRpvRuQ05pJcv3n2PlM1ObnNvB+FRuFZUzZ2BT26XFu08wqUtrAtycuZ5TwAvr97Dn+Vm8dmUzz0YPwVXZNHuaWVqBWiFjya2d9PNsTR+vu/O0/kC+voqcyko6Bfjfc5zZZmbOhZd4u9WzOMudKDQVUWAs4JcbhxjuPgFRm4Kf2oce7naR4O25WzhUuJ+v2//wl+fwB3Kr9cQV5TI6tPkAsNSUTVr1Bbq4jSepvIhnTu1gz8jGRvdFhmo+jV/Bk626EKixX9fVaeepNptYEN2LVy7+TgudF34aHeFOHrxzeTHvtR+Cr6ZxQGa2Waix1CEXirhW/Apdfe9uZl9mqiartpi2LvbMbY3FiEyQorzD6cJqq0D6F/w7izkBY+3vSCSOOGifvOfY79OW0dY5lm7uDY06enMlW3J+Y2bIvXXu/m9BVd1NZBIth7PHMiz4CJI75EVE8zUEeet7bN0YovkGYsXjCI5PgWrE/1GpEtFaDBL3Ru4nzUEQhDhRFJtak/yHoFP7iN1Dmvq4/yew98aH/9Xv9n8r7mfymoHV0lBOMhot3EororK4ip3rztCxZxR9RralzmTG3VtHaXE1Ly5YycQZPQi7QzRX46iibYdgMlILiWrpyyMPdOXNeT9RV1TJ6ovvodcb+PTjnbQL8+TCoet0HNCKGxfSyc8qRaJV8cDsvuzdf42YtkF89cTPdBjYCn1SHq2eH8HFW8Wc3HyOk8kFyAx19HxqKEEB9rfNqhojl69n4yXa2J1fzpQwb+KTcrh6I5dlHzyIVNq4fLNo7Of4947kSlU1P75pz2Ct+XQn7fq0ILpTGIIgkJdRjHeQO7s3nEYhSBg5szdPjV9MdYWBqtbuyPOrGTaxC/6hnny+6SkKc8rwzzTy3Mu/0trJGdmgYKIDPfFXOuMik9M7LJjI7u05dyyZ2K5heHjrGDGlCxWl1Xh76fB1cqRriD9Te7ThamYeZ65k4CEq6NwzEk+1A34DWtK6XRBff7yLRxcOZu2O83x9+hxjp8WQk1HOr3vO0y8qlLjMXGZ0s7/tD42J5F7Yf/A6cVduMXNIK8py9DjLlLT08mTApBAifT0YpGrJor37+T0xiYSiIl7o1B2FSSAiSYnFakMiCGzcFcchczZvDOiPg1zOoF9XcGb2oyhlDX9mTo4qOjjauWPbUhI5nXGLGAcPsvSVCILA9mPXiAry5PO1R1k4pTetwnyoqjMhl0i5fjGf8+ZMnh7fuz7A23cxGRdHNXU6Gx9fOsqOETPrj9U62BudRkWItyudIgKafOcLadkUoqdDWGNhXZPZwo28InxdnFAr7BNVK39vfp0/BYD32k5osq8/sOVyAoW2Em4oblJVLMVf4k2Yx70zIanFpZzJzLpnkGex2ei97Gcm92nDrZoc+np2RS6R8WXKMiaEDGWAdxQlZmc00gaLtTF+4xnj18D7KzYVYhVteKuaF4cGKDcZSC6/e8ewmzIAN6X9WrZw8WwU4P1By/BUO/Jpl8YBkoNMwbqMOBZE92KwXwvauQXgrFBTZTYyMnAwnurGNlNmm4XdufEcK0zmsw6TiHJtnDH7M9KrCzhadL0+yNPImmb3MguG4eu+FJUiFqutksKSGXh7rEdym+8likZk8hgcdX8dmAMsCJ/bZJmTXPePAjxbxQsIjk8gyJrXW/xPQ6uwX68/B3jAPwrw7OOjwX2/3TbsNkTRRmnlG7g6vYhE0uBHLBqPgKLTXd06/g5Eww7EujNIdB80XVc23S583EypWjTsAEGFoPrnIt//FtxPLP1Xcb/xohmUFlY1cPJEG7VVRtx8XVj++V6KCypwdnPkzWfWcyM+B7lCwsx5fQiL9EZf2Vg+YcOvp3n5mbX89t1+lr25iZFjOhDapyW7dlzm0RlL6dghhGHTurHgA3uGpbbKiL6sGqtCwfZlBykrqyEg0petBUsZOqMPvmFePPPCWtrFBrLj+33c/P0855buw8ejgQ9VW1uHm7OGCGDSw31pFeXLmM6RFP94hEsHr3Fs8zk2frGLCU8sIz2rBP8ILyJ83fhwYQOvJi0+i83fH2RK1POs/3IPK97fxq49l1h1LZXojiE88sF6ZH1D8AvzoEWJlTe/fLjR9/7k2bWUFFbi4KRG6qWhqKIaf3dnAC4euEHy2XQ2xyfTc2xbnnxnLAA/frYHQSIgDdexfc9lsi/l4qRW8ebEQRj1Jq5dzuTE0URmzP6B6iojHp5OOGpVWCw2nMOcCQ/3wqnQRlFVNSeTb+HhqMHLqfEDdNmPR9DrDbz40gZSUhp3vkkkEubM7MOVk7f4/Jv9fLh4N8NaRNI2zI/lq09w8kwqr/TozcwO7fhs+FC8PJwoKath9oSuzH5+Fb9uPYfNJtLTLxAXtRo3Bwe2TH4A059kPfQ1Rsb//Cvf7jrJocQ03hkziNS0Imrz7feOCBy7nM4Tk3vR6rbv8BvHDrDs6nkm92vDSUU2ezMbpGCkEgGpREJPn2C+6zKGnJIKAOLScugVG4Kr1h70qO7gbT5zditbb8Wz71oKyzNPsyoujmmHfwHgo/j9nL51k+/2n2Fqtza4axsyn26ODthsIgWGSkzWpvZZAM8M7ME7A0ewrOtjRCqDKK25tw4bQO+wYF7q3ziLdSQ9g3ePHK7/LJNI+HXSJJ5p8TB9PbsCoJDIGe49kGjnEPTWckDAVdm0BJ9ryOWGPpHzJReZdfBrjBYL5XWlfJf6YaNxa5KuUGqo5YUOvbD9w4noYnE2I/c2iBvHl2+lzHSr/rOPw0k297e/RPXziaTOaqHKbMRsvYWjdHUT54spJ74nUOPGpx2mIBFkuKjuXZrs5BbOC9Fj6z+bbRbeu76WYqO9Kz69Opdg70OoFHbesERwQqd9Apu1FFE0IYo2cvPbYLHk/qPv/VewVSxENF+763pR0Zda27/e+SmKBsSa1f/j7f8c4N3zWIZd2Kq+bHbdnQHe7SVIJa78OZ8iGreDrWn3rWj9ex3iAKIsGhxmN7tOcN/VLBcRsDteSFyaX3cf/+twP5PXDMJb+jRo7UgEDLUmamtMOKgVJF3JYvuG8zyycCCnjiRiqDJyettFNBoln763gw37ngdg64ZzyA0mfLHi4KhmwMTOjHu0P52yynjtqZW46mvRCSJms5Vffj7IgscH0qF/DJGdwihbe5ojJ5L4cI09GyCRSOg8tC3uvq689+iPlHcOYfxTw/n515O8+f1cFLc15gpuFVFeVMlDA1tx6dJNLA4K1m2/wLQxnfho18uEtglk57JDHPntLB+uWEBogBtTnh3J7pXHcHO2T+apVzMJifGnrEjPyz8+QouOoYS1DuT0hVSCfF0JaxXAu97D8HR2JCetELXG/oC+lpHP1q3nWfTUSN75aQ6iKHL58k0kJhstu4exev8Fju+J59sPZzDr642kHkklq6SCvq1DGdW5JYW1tWw4dZVJnVph7hxDm2Bfak1m9l1JIc9SzUsLB3Mtq4CaohqOH7qBSxt3th+LJzDUgwlDY+no7s3ZUynEDAzDKLExtn3TbITBauHlrft4cmYvgoPt/JuS0iocNSoSUvPQxDjx0LRutG0dUC82DDB0QCvcXR15/q3fmP9wH1pEeDP1lRX0GxxNn26RZOaVMWlEh9si2nYcykhn1dUr1NksrJtgz4CllpUiswhojFKys8u4aSvlsf07GDAmmih3O6dsbJ/W7DlzA5lUwrz9W3m7+0DSckoJrtPh3EHNd71HYzZZOXw5jYOXUmgT5ktcWi7evk6cvp5JaVUtj4/qzntbDpFXqWfE8BYMD23BJ78eY+XCKagVcl6MHYBOoWJccCyvMYDfzl7F0SeCvHI9YVp3Yn186Tc3guyachIq8hjqF0NZTS3Lj11kS9x1YvtrmBTSkUG+zWd8FBIZ35w7wcIO/XC/R3m81mLCoRk5kO/TtuAh9eKU8QCV5s7o5PZgPcy1cQCXaygk1DGIr1J/Yrj3ABKLS4m7aWPN2EmNxmVV5/HcgbPsn/gosX16cjQ7gw3J8TzbdXCjcd4aLa4qNa+f2c+B7FTOTn68fl1ObTJ78pfT1+2lJhy8LTevkVJRzPI+k9mdfYNBfpFwR0NBQsUZliaVsLR7Q+n9u6SjROm8mRrSjk4eL9UvT6vcQGVdOh+2ncVP6cfrxaj/KQQEsg1FXClPp4NbFK9f+5lVXRbVv9ULgoBGPYj84qk4Oc5Cox6Cj9dppP9mPTdBPQ2kDc0/orUEJK71nctpFi+O53+FVqZlgNdDeKiaZpz/FkQjoiUBbmdT/xMQq5ciinoEhwf/dtODIAi4ODV18pA4f9n8MUongMtPCPJ7d3IDoH8LQfMIyJsKLTcNNu9Yp/zPNJv8Ldh1cf7PHf//h7gf5DWDtl3v+KOxithEG16+zlSUVLHym4MsfH8iteU1pJ3P4OWvphMe6kFpbjm9OgQSd/QGHfpGs3fjOXr3jqLH0FhGPNwLgOPb47h2NpX2PSKZMbs3zm5a8vLK2bXrCtNn9ODUyVQSEnJw0CjZlP0dKgclPy4/yoD+LQkL9UTh5si3h17nxulkJFIJDywcjkGElyZ8RrcBrflu7Wm88ktx8dTRacEQdG5O7FhxlL5dI4npHsmVo4ls//ko836YQ2SUvWQoSATkt0tyCWn53MooJCGrCIlWRfu+LQFw0Kro1DaEh3vYS54+bk4IgoCrlw6JVEJhThnuOg1Zh1IpGFeKf6idPN6rT0s+3XAExyJX1h67Shc/N2QyCe/PGIZMKkE0WNh5NRmA6Y/24+yxJD57dzs//2x3kcgqKedCeg6zWrXiqw92MHRmV4Y835txozpz+dItHpzUnYFD7ZmJk8eS0OkcGNqxgUv12d7jPNC1Lb7O9jLJ3Ef6cjI9k+ho+3fPzStn9qLVPPPcEGyijaKaWgJbe3AwPQPnGild2oey/0gCGgclkWFefPfxAyjkMqprTIS6uDAwPJzismratPRHrZKz7uIVbpzPZeHMfoS7uvFCj56E3xGYLLt0gX7Boax+rEE2osJoIKGkiN+SrtPF1z7BDetm/w49aoNwViqZ0rUNQ4LsD/23VxygXbgfdRYLT4ztiVQisOtiEgO2LaNXRSDLnrAHOE8N64FOqyLZXIyrxoGZ/TpgrLOgVsjxcWgoGwGYrSLtnf0Z+9lqDr8+t75EW2aqIaPKXrqUCBJ0Diq2PfUQ3rqmnbR3os5m4aIxkcq6LrjTNMirMBjJqSrj2YRvMdaK/NB9AS1dArHYrAiCwBDvrrgotAzxb4tWbt/+4xMn6BkURI/ABh7i+dIrpFdnMtBlJJ8fTmT7lAfJ8dc3OV43j0580dcbR4UCR4UCD7UDrdy98NfaifEXy04RoolkQIC9OcNRrmBMqP3e/ynxAun6Ut7tMpAozVQWndvDb0PsMinFxiwc5a60cXNEKY/DU9WXjRlX6OIRSKzL2Prj11rSGR0YjUrWcN3ebjeq/v8uyoYJPchxOBbRCIKOrm7/84BLJpGytNPT9Z/Xdnu92XE+Huvr//9HgGex5iOT3r2k3Rxs5iQEqSeCxBWx7hJY8xDUIxGUXRuNE8vnIWifB2V34itOkKg/y6yQd7hZcw2dwgPRWoBY8TSCZhaCakiT4xQb09md+w4Ph61stFyQuNjFlP8E0VoMoglBdm++Z/14SzpIQxsFiraqrxAUncBhMoJoRZC6g7R5uZ6/C2PtZqzWbDTapxt/D49D9Vw+0ZIOohVB3jzVRHBd/Y8DWtFWDYbfEDT/HV7cffyfx/1ybTPISi+2a+T9UbKxichUciRKGYHhnnj76Og1vA0vfzWdOf0+oO/o9rj76LiRmMe6H49SZzQzdXp3nLQqkuJu1u+3dbcITh5O5OrZNJxvG827OjvQN9AZpVxG127hTJ3WlQULBvDmxC9IvZrJnr1XeeqZX0lNK+DnlSfYsfsqey9nkVZhwMVowkEuxbVNMFKphBUbn+bX9G/55sz7zJjRm7BgD6aN6VTvc9u2b0s0gW7s+6VBB8vVS8fUZ4ez/K1N7F1zEtw0vP/1LN5+r4GkH9M5jO5D2+CsVWO12pgcu4jDuy6zYPyXnNx9lY3fH8LHzYnFvz3Bvhs3OXolnYpqA4XlVXSJDsTPTcee9+fw1vPjkMqkhHi7EuDhzJofj3AtPovqKgMhXq4MHtqG8nA15tsdv4lXs4k2qIgvLyHNyUy4txtTesRitdlQKmS4O2mwWG0cT7pJSPcA2vcNZ9ayBisxL522ng/3/Q+HWX00jo5BfjyyegsJeYX4+brw6qujqMNGcWE1Y4IiuJidy0f7j/HT2lOUV9RwpjKPffl2AWvFbZcJR42Sr96aQmyUHzezSzhzyf4bG6wWCuRGHtq8iQPpabTy9KLSaKp3Yvhk4FCGhdsf2F+eO83F/FycVWqcTHJEEfqssXtTXk3LZd3BS6y8fpnUijKmR7fFw0FDXkkl80d1Y87wzjw+pge3Csu4dquA2YM6cWrMAgpKqqioNnCpOJefT15Eq1ChVaiw2kSuZRdy+LrddcVis/Hkqa1U1hnQ1xqJz8xHKZNx+p0FjQI8XwdnHgjszPqzV3F2UDGgfTBaTUPXrVW08WLcBr6+caDR309yQQkruz9GmKsH+bXl7LmR3Gj90bQM1scl4qVy4dGIEbRwtk/A36ZuZc2tg/ipPHFRaOsDPIAegYF4OzUuaQ7w6oFUkFAnKyXc1ZXNSYlEujWVVsmsrKgPoAFUMnl9gAdQaMyn1tqglxeic6Wjl/2cpkTE8kBUIAtOvU+2XuCJdg7UWvTcKC9id94v7M77BneVA65KJVKJhF/6TMNNpeF6eT4LTm8AoJP7dCYET2lyXn9gWcpx4krtziNyqRa1zAOLNR8sL1JrvrtV2Nbss5TX2c/7YNaLnCu+cNexfwc1FgOXyq9TWDQUszmt2TFV5ireS3yviSWbtfZXbPX+rDbsrhUgmlMQ685zufwES9PexuayBkHZHYAWTp0Y6j0TmUROhLY9CokKsS6BqroMammc0cusvkBc6QbclaGMC/i42XMTa35FNOxsvNC4F9Gwvtnxze6jfB5YbzVaJig6gDTAHkjedh8RjfuwVfwzr907IVd0Qqka2GT5nc0aYt1ZxLpTd93H/yhjKZr+tsbeffzvwP0grxns23ShXj5FkAgMGN2GmU8ORCoRUGsU5KQVYq6z4qBV0bZHJNOHf4FVIiW/UE+53oCh1sTRk2lUlFfj5uvCsm8P8vP3h1n5y0naDG2Lg4sjC4d/gqHaiFwhIyw2EKlcirOzAx4eThQWVBA+sDU/v72ZsaM74OGu5Zuv9iHEZ6BQyAgP8WDIwFYcXHMCdwcFt7LLSDifhr+vCx/PWsKqdzbxzOsbOHo6mdobOWz6rEEAeOY7k5nw1NBG3zfxQjrdhrVl5qODGNE7BplMWh/QAFSWVZN2LZuFIz5DKpUw5JVhbItLJifckaFTu/Lk+5OorDZw/kYWibcKWbH5FN+8sZUXlu5EKZfjrmuYrG9czeL4XjtH55X3JjEsLJRv399BaZEeNycNT47sgd5gos5i4YMdR8mqruJgcga1Eht93lzKwhW/cy2rgJat/FF7O7D98FU+3nmMi2nZfPnuLibEtmTVyhPYbCIPdWuHm6Odk+bhoSVPX8WJkymEGh24fCKNSr2B3hEhjG4djclkobCoCj+bAz8MHcHPXzyMh5uWp4f25MlBdy9vSCQSyirsEhizu3Tk/QeG8umQoczpYG/qevHAPg7fzGiyXUsPT7w09jLkl+uPM8wnnLd7DcBitfHeLwe4kprL9lEPEuvR0MyzOz6Jb0+eqn+4SyWSetcNN60DO96ajbOjGgGBsYNjiPB1p7C2Cr3ZyEvj+jKhq51ILhUEOnsEcCg3jS/2nCTSx53iqhpm/dgQIP926zKr086x+WICh2+kA/Bt0lEulmTywsVNPHN+PT32fICHSktLZ3tW4/drN8gqq2Dn9WTic+18o5fi1vPioW32+8hg5Hj6Lca2bsl7wwbyVfv5qEwulNXaeXuPho0i+5aMz082ndg0TgbeTPqCrJp8duQewWA14aZ0IS3dB4UhhM8HDWdKy1bElccDkFWbQ63FQLa+gkm/370rFWCE70QCHJrXE3SUK2mhi2B62Ei6eAVistVgE22cKriJaO5PkENrrpZWk17RONsSqnUjTOvBU2c3NbvfOxGm9cRd6dhIikarCGJ40EEc5PZrqzelcCqvMfc1u7YYo9WulVhLKLvzr3GlPP0vj3cn7jxmiamUk8UX8PW+hLyZEiCARqZhjN8YZJLGRSC57j2karsPtKDoiKAeY19hvYlY/hRKsQp3pTcSScNLgkKiqreTE2s3INqqEVS9SBAmYJG4YbHVsSrjcQwWPVq5F+5Ke4bNSeFNs5BHY8CZUwVv1y8SNA8h0T7/t6+HxONQE89bQdkTQfanMrKiB4LjvbuP7wWpLLBZiZpG5+LwIJJ/c8ZNkLoh0b391wP/Y/gvWZrdb+6ox/0grxmoHeUNjReIHN52me8/3EWn7hHMeWYoKz/fzfxRi5HLpYS38sPbz5nKilpe/WgSCoOJhPPp9OzXggcWDsMGXDiZjIuzA37+rgSFeREQ5I7a3Qm5Uoa+ysjgGb2RSiWkphSw9IfDLJj/CxeTCoivtXLp0i0ee7gX4/tEMu6p4Ywb3Z6xI9shWm28uvZpgmMC+H7ZPKY8M5JTp5KpqajFarby5Jz+nL98C6u3C/2m2CUl9NVGgvxcaf8nKZUtSw6QFHcTiURCjd5AWVElrz+4BFEUqTOZmdXtbVw8tDzz+QMAzHmgN1MGtSP4dhm0psrI7tOJ7Dlzg4cGtWdk71b0GRjDqpen0blFQKOJxGK21vvxrvzuICDSZ2gsH73yGwBnU7IoqqymqtxASJ2atEu5zOjdHo80E0+0bMP7wwfQNtiXPVeSeWLtTooyytj1/Eymd25LQUEFvlotNzOKGx2zuKqGiRM68dbEQQT4u1BrqGPFqlN8uOEg7+yyk/s//2Ayse0DOHjiBh9/va9+21UnLjH9mRWNrtepW5lUGo2IoojcU8k7z9pLbzuPXGPz75eI8fQk+VYhb3y7i1/GjmdAcCipWY0J1YNDwwlwsmeTFs7ty8XKfLL1FWxOTuC392by8YJRbDuZwLWM/Ib70knBrdv+ptVmE/7+ztTW1ZFZUU7vzUux3hYZbufhy8rdcfwaf4lHojsT6+rD6+v2UW20W9BVmU34aXQczE3htXH9mdW3Iz6uWtJ88ig11pCmL2ZeZA+ebTWA9kG+PDHQnnn5svNkXCxOZCYYiXb2ZUX3R3CQKjFa7Vmd3Ao9VSYTD3VuS3qJ3UljVa8FXHvCzjnLqaxkZ2ISAMvOXWTLlWSSi0vQ3z4vtUzJpoREJrdumPwsNitW0UZ8RSpPhT9AoMaH/QWnyTcUAfBO3wEMDg3HQS7HZDOyPXcfZpuZ3/N2k6BPxFkt5fxDC2gOKRW59N+8/K46f39AJpHT26cD4Tp3BnvPwFHuzJzoLoS7FlBiyuNwXiqbbl6l0JDJ1XL7vVNRZ0AplfJG26GUmm4hincXgO7v0wKDJZsnzzfuVlXdFvr94PpW9uUnYLYZeSN+HVuyDnM4awBPRA7DR+3Kq/Eraekymv7eHZvtqr0TRVW/klZsF2XeV3CSaWcbslFBGn+eipx1TyFiiSChte7vd50KqiEIrquJdhnGOGcDgvl6s+NsdXEg1iAICrp7v4RO4YVMoqCv11xUUi2uykCCHDshWpq+MNUfS9EBubId3g72TmXRVo1Y969lN+9EnSUPi63CfiyJY5Ng8A+ItkpsdfEUFo/GZmvqR/zvgM3WlJbQ6BzMidiqFv9Hjn0f/2/hfpDXDMw1Dd61djcJEW8fJ+Iv3MSGwPAHuhPbPQKr1cauNaep1RuIbOmLpc7K+Pl2n9BDvxzj4O6r6CsNxLYLYvVbm+jWORhnFwcmTO3KR6vmI5PLWPPLSXbvuEJNjYm3X9/Mg9O74aKUMv/R/nz/4yyendeXb+f+wOcLV2K8TeZ+a8a3PDX6E/IzCvnmyZ8B+G3xTtatP8OI50dycNclvDycePHxIfgAn8z5kZ0rjvLoi7/y+dKDDd68t9FzdAccdQ6s+2I3+9eexiSKnK+owGoTUSjlTP1yKl++txXdHa4SWxbv5+059ozguwt+Ie1iJucTMom/lMkPa47Re7i9s+urjcd5+oPfeHHmcqwWK5+9tpn23e1Zgt9zMnEMdqZb3xZ8snw25dUGFFIp0f52Tt/gdpF06xfFF7tO0n5YC8oLq1n46C+sXH6MrhGBrFv4AImKao7fuMmNG3k49vZi/YWrCIJATnklpdW1JOUXM+2H9WQUl1GorwZHGTZ/JYOf6MykIe05mpzBL9vO8snXe/nu+Dk82rvz9YdTuZ6Uy4FjieSklBDTNeD27SDy+JYdfHfyLJnlFVQYjbx3+Cgmi4WZL63GyVGFf6QbT6/ZQWlNLYN62C3uUjKL+GxVQ6focwf28MU5u2esvsYIIggiBCp1uNMwSXu5OOKoVnAkK4MzWbeIdfNm//xHKDXUsjMjiU/jjnMkPh2VKGNJ37GNvHQ7hvmz/2wqWeXlvH/xMHJXKYrbmntXS/PZmXWDJT0nIJVImHjwF3JqK1jaazJuKg1zT64jQ1/C61sOEO3rSWxAQ+akhbc7A0IicbPoeO3Kdgb5xtDhdnPAgl5diPHxolBfzU9n4+ozdAA7c+K4ZEjmk1H2eybWx4veocEs6t+H0NtOFnqjkd8fnobOUUZ8RTrvXF/JD+lb2Zh1iIdDRtHZ3R78DfLugfvtLlpvRy2q2y4TWrkjb8U8h1wi54nweZSYytiQvbW5P3H7PZy/gic6RN617BVfnsjF4pvNrqusM9DJdTi9PafyVoehbBs8GwQrJpv9OwuAUirDXeXInrz3KKvLarKPvbnXMVjsmThfB3dmhPZvMuZKyWIeCoklrrwSiWwaT0WNYJhvTzp5L0UiyKgy19LZNRIflStOcgcitH5N9mGwmkirygYgsTaQbcX2+7mDSwwLI2Y0Gf/vgO2OoFaQR9ivsSySwyUHMVprG40VRSOb9WoSqhOb7CdQ07b+9xFt1YhlD9h5ZXeBXKIhzGm4/YM1A7FmVf06q834r3wlCvRLKK/Z8dcD6y6AYR1O2qcQBKe/Hv8PYav5BYo63lEebwYSFwTZ3WWjbFVfI94OWP/ruJ/J+6/ivhgyTcWQj+64xMfP3uZxCAIe3k4UF1bh7efCpDm92LP2DA8/P5wbCXmUFeupqqhFKdqYOH8AIdG+ZKUVoC+tRuflzNYlB5CqFXQYEIO3h5agFr71Dy2ToQ6lWsH6n45y8/JNXvl2FlarjeWL1iML80GulDHjdtNGVnYph9aepCqziLmfPoTNJrL/wHXq8kqZ8sRQfvh2P8lpBXy++CE2/R5Hjy5heHvqOLb5HC4eThQVV7HvRjYtZVKqi6uRtw9ESC1k0hNDyC2tZt3Oi4zq35oArQO1VQbizqTStks4rTqHcfZiGhd3x/PQE4PRudoDveQrmazfeRF5iYG2XcIYNrUrheXVHN8cx6kTSSz8aBKhvm4c2RvP+ePJPDS/P76BbqQn5RHWwl6CSs8vpVRfQ+eoQL7cdoIBbcPZtPk8nYJ9uVBbRu/YMNqG+pCaV0LXKHsgUVZajVwuRXubn5WSW8T+rVcpL6mGADVThnck0sedj3YeJdLbnfEdW2Gx2vjm0GmykouY3a8zLn5anlq3gy2PTadQX833Sw4zZEAM3To1uCKsWH8Kk1SkTm7jqbG9SS4qYf5v21n70GSc1SrU8saSC3lFlXi5a0kpKWXt0Tj2l9wk0MWZGe3aMapFi0Zjl1w8h1omZ1bb9jz09q8MHxhDuq2S1oI7+SWVzB/buDzcefX3tHPxxrNEzbszh/Lssd209fChnacPjnIFIbqmsiEFFVXM+mYjAV7OqKJl6JQq3u08hHWnrpBWUMqI9i1YvPskvz4+hQM5yXT3Cql313j42Br6eodRkmfk6d696oWcf8+K51JZNj51rrT3CuBIRQKFmXXM7dyVFt4exGXnEuji3KzgdGZNCUZrHVFO9t/+6d93MygyjBEt7A4fKSUlzNq8haeGRaA3G3gwqD9ZtYUk6bPIrC1gYeSkJvv8M8rrKnni0hv80vkz5BI5mTU5GG1GorTNlx7/sP2qsdSgkMiRSxQUGHI5ULiDh4Ln88blrympdmVJr+mNtkuqKGLu8Y2cGP1Ek30eyE3iRGE6j0R2I8ix4Xcx2wzI75BJqbWU88qlPbzcajgmWzwBmm5Im5HxSK1YR6B2GFm1BnzVrmj+1I18puQGhwuvMjukDW9c3813HReSVVOIt8oVR7n9ePEVaWzPPcbrMXZNvz/0/O6FzJpsgjR/r9M1qyaDfGMOXdx6Y7FZSK88yKWS5bTSeBDl9jCK280XoihyrHgT3d1H1/vRiqIZsagzJtctKGWBSP6GndmdEM3JCPLGnriiaATjIQT1iPplRksxR7JHMyT4BJJ7dJ422b+tzN648TcaUQpL5+Og6o9WM/kvx4qWdMSalUh07/ztc2nYNgfRnIpEfXf/bNFWDYLmrr+zrepzBM1sJFLX/64Ysspb7B7wn3mx+DP2pn16XwyZ+921zaLOfFvbTBTBZqM4txxnDycmz+tN1wGt7KXV+GweeGwAoggl+eWs/XIfV08lExLty5ndVzi+/RLDZ/Rk5IxeaHRqvALcmBr5LIv3voRvqBel+eXM6bCI3pO7cC4uk+63O3qTbuSRK1PQ3l1LUnJDqc7L04ltmy/w0lvjkMik/PbbeSw2G31HdmDfL0dRV1bjpq9BEICsYuasPcXKr2aw4q1NtJ/Rmx5DYvloXEdGTv+Gr96ZwosfbUV5OQu/dsFcyizmiYf64OHqyLm98ZQVVBIY5MGFwwncupHH0re3sjbuXbQuGpa9/zt1MoFTlWV4yxW0DfMkLMYfQRDwdtUy7uGeGLzVHL6YQtDILvQbGku/2x2wSz7YQZXegM0m4t3ah6iOgRy9kk7nqEBCvF3xdtEyomtL3v9iBz0HxtA21Bc3rQNuUQ1Bwx8etc+/tI5cVR0rFz2ITCFBdJfTPdCfQBd7CfTlkX3rt5FJJVhtNlJKy0guL2VImAdlRwpIHlRAcJA7hRIj4eH27OHh5HQ6B/sza2oPrubmk1JUCkCUpztrH5qMj1PTztInt+1kdqcO+Ep0RHt68O7koaRv2MikVq0YHtn0bfqxjg0OActenoJKeW+Nrj+XGz/vPQxBEFhy9SyuSgeMZgtSqYRIl4amA29nLVtemoGxzszQ939m76v2CX5E+xYY6izsvpxEQaWe97cdJtW5EKVUTm+fUAAWRPfgh6STGDFzNiOYK1l5PDmgOzKJFJVExp6KeNoHerM67jILW/er1yPck5hC52B/UsRMHo8a0GiCCdLcJqyLIiU1tXw5enij7xTp7s6B2bNwuCN4jtIGYrCa6OLWEpPVgslixUnZEORYbTa2pCQyISoGiSAgIqKTuZJTW8DmnD30cG+H3lJ11yBPIkiIK8phZ942evu2oJ/nQJzkzrTW2TXp3mn3VLPbtXD2ZP/wR5tdF+3szamiDM4U3aTUVENiRT4yyVoqzfk8GrmBQoOe9+J3MiognUcj2+Pj4MzunK0YrN6k6KsYE9Ch0f4inO2d2BFa52aP1809mm7u0ZzPm8ansS+gkMjYnH2E3p7t8JMdQxTNxLosJNa54Rrc+bvUWbIBEYWsgcJRZa5iccp3fNrm3SY+tmZbHTWWWpwVDedjw65AYLQaMFhruFK6nVHurTlbVUKAqKWehWe+RB+dJ4Kk4TcUBDl4HEb9J9020bDLvl494q5BqSgaEMvngvuOxhZitnJE465GQZ5K5sGAwD3/KMADwLAT0ZqP4PTSXw51c34Lyd/N3EncEBRNXWb+gFi7HqSB9U0qALayR+zC0Yp2f9ktLJY/gqCZD6rmA0GJ9rm/d57/CdxPLP1XcT/IawaF2WUNN6IggCBgqLKT68tKqmjdJYy8WyVIb5e/PHxd0Pm7kVdiL0O0G9CaTkPaEBjqiUwuJS+jiIqSKswmM9dOp7L0k12Eh3vy44X3+e3L3XgrpTz0/EgAQsM8eWC6/Q9buMNmTACkGbmU55Zhs4mcPZ/OO2+Ow91NS66Tmh2v7CWqcwQ2q42C9ELcHOTUmm28u/lZUnLLUKsU3MwsYe2Subi7ObJjxeOcu3yTzOxS/CqM+Lg7IZNL6TOmA1U1Rt78ehcPdG+Jq4cTfR7uwfr9l5g7pRdte4Tz7E/7GNKnJZMGtiUq2IvK6oay3M2Ccsxp5Vyo0zOpf1t0jvZswrkbWVwyVeJrEZg8szeLVu1lUUs/ogM9eW/VfmK0OnbGX2DI+Pa89/kDtPDzaGTptf1sAr1aheB6u5Fi5vSeSLVyFEoZvYe34tUN+5jTvhcjp3/FK0+PYEDPxrZUnUICGNY6kghPDx6YvRSNixoXFw23skvJSSzGUaPilW37KK2pxUPlwJULmTw0sStt/Bre4JsL8ABmdmxHhLsbeqORHdeT6BcUwvTAVmQmlCGNsZdQTRYLZ7KzuVZUiMFsxiLaWNSrDyqlnIX7dmG22RgeHklCfiEHt9/gwOeNgwiLzUZ8Xj4pacWcT8li4dheRAseXEzM5pAtlTBfd57r3LPRNVMr5KgVcnYvmo3L7d/BSa3CSQ2z+nbExVGNxWrj1S6Ny4RdPYMJVrrh5KCirLoW+W2XlOH+MQz3j2F2wibWJ15ldpeOTA1vWy8c/NqQflSbjSSk3Z03dSW/gAVbfmdibAzP9+7ZaN0fAZ7RYkYmkVJhruKL5M2s6PISq+OvEF9YyPCISDr7+pGt15NYXMTWtHhcnGvp79URqagiMcUPp1Y6Bnn3oo3zX3vTZujLuZbvTKjKFTwhsaycKyXQ9i+0YtWypoF5uamWxQmH+ajDSIpNN6k2K3BVaujs8TTq224HWrmSEf6xDPZ9oH674f5fkKzPp9Jc9JfnezfoHD9hc941HgmFYEdv1mbuYUpAJzq73v0aWGwVVNb+Dgh4ODVY82nlWr5qZ5cjsdoqsVhuobwtrHu54hIXys7yePjT9eODNWFYxTq+Tn2TF1t8ghUjxbLxDAxs4O6tvPk2w91jcZcJGCxVGG01uNxuoBAkLojWUhD1DTw3qQcWmxk5IJaOB6dXmgRFgqBG8DzeaNnZwjcI0Y7Ey2VJo+VVdeloFU39i/8KgmYGArflTARdfXdtc5BJ79IQ0tx+Jc6gHnn3ARJ3+JP3raB9DmRhiLYKxJLRCB77EYTmOZiCywq7b+99/P8e9zl5zSAvp7S+ri9TylBqFDz61gTOH77BCw98j2+wBx372h+eoijy9OjF7FxxjJrKGs4fus7SD3aQnlyATG6fcLf/eJhze6/y4bbn6DuxM65BHihVcl4b/zmz35rEq2uf4vRZe1ecWq2gpsbE0UOJXLuaza2bdsK+zWpj+fXFjJg7CGOVgY4dQri0Px5znYU2fWP4eN+rvL7uKUryynnqq5m889YkAv1dqTFbWPrsr7Rq4cuG7RfZv/kcL4+zE3JddA6YS6vRl9VwcuclAIpKqwCIjfJj5S/HSL+ew4OPDaR3F3tGKiDMi97BPkwcYA/wrqXlMemlX9h06AoA3/x2nITUfD6ZN6I+wAPYdy4J3yB3Tlr1+Aa6EeXpxqWDyRy6nMrvpxL4dvE+Dl1LY/m+87QO8m4UrJw7ncbSX49xITWHX49dYtOZa2xPSSU62P5QTTybiSmvFpPFglu4Cz6Bziz8aTvF5Q3cnT5RIXy38zSLdx/ny0+nsenbeXi6a4kK82LHL4+jkElJKihmZtcOBLjo6jtmp65YT2rR3W2uLDYby8/FYbZZScgs4MC5ZJasP0G7CH96tW+YVIpralgeF8ewiAhCZToKrpXVr9ObjMgEgRgPTwZHRrDylaYes5cL83jiwA4qagxMHtKGJ/fuID2/lKdH9+L7ceNIuVjInsRkUpqx5HLTOrA9I4HtGQlUmBoC8rEdY7guzeNQbmqTbUZ9vYo1Zy7j76Kja6g9y2O7LWK6bMp4Pus3hmdiBvLTmTiWnDhPSXUNK89fwlGuYqB3DJfLGjhomdUN5+TrpKVHcABT29ydvP/44fX8dPkC7kodq7q+glSQ8HBsOz4eMJj1CdfI1ev54vwp3jqzl0e7RPF77mEOFZ5Dp1Rx9IE5uKmcCHP8eyLCk8Jb82O/8UwMt5+PTqHCR2MPyGotNY2bhmwWMqoad6+abQ2OJg4yBZ3dgyg353Ck8BeidF4M94/BXRmMRu7K5sxL9N33KUP9mnZVBjqomR5iL2suTT3Avryrf+v8ARIqb/Fb9lHCHe18vIFeHcmqzcdTFYJC5tlobEWdnrVZvwOQWfoCEolnowDvz6iru4K++sf6z51duzYK8P5AmGM0T0XYuzbHOdcQpGpcVu7pMQ5nzQgE9ViSqs5ypmRb4x2YjiHWNnRBW2St+TnzfYzWKgSX70HeOMN5N0TopuCibBzY1lkrOF8w51/i5IlV3yDqX/0fb3/X/YrNO8cIqoEI8sZi44K8JYKgRJA4I7gsu2uABzQJ8MTqpffkMv7X8IcY8n/j330A9zN5zSK2cyhHN18CUcRqqMNaK/LNq5t4e9ls2nSxT9yXTiTx5pNr+fDn2fiHedJteFty8ypZ89NJYtsF8NVL6/Hx0tKqSzgLPrJP2k/0fptJz49i3LSu/P71Hky1JvZuu8jRjedwj/JlxBh7meiHr/ZRW2G3N8tKCyXtfCpHVh/FQasmoEdLDny9i9UpX/PisA85lVRAlLOaHSdTeGRyZ1asPc23KxcQGuzBpSMJXDycQKf+MVw9kcQbz43EXGeh/1D7W7mrs4ZN725jyIM9KM6rAOC1j7fhKZHRrl8LUiwmOgyMQa6Usfjx1bzwxYMc2hqHUG7CVWd/iLQO9+WTBcPx9rGnPrwUKn43ZPLq079i1ZvoMb8H0wa1442ZdneBy6m5LN10Ei+DlBOFOTw6pz8vTu6PSpCweMdJXpjYFwCz1YqAgEwqoVPXMNa1nEmxoZasknI6hwfg4+LIvivJDGkbRWFhJW6ujnjoHPGJ9kStUqK/WsZG8zkWzOtPfkEFfr4utFG50S0yjM3XEqmzWnlhqN1Ka9nOM6hclWyd38C9WjhnAACLhvQl2O3uaR2ZRMKQqHA0CgVHjqegq5ZRGm6j2FxLbLg9C3g+K4cWnu4MUgeiNEswyWwUyRsmnBWj7+4F+wc6+fhzetZ8Pv7tCNuPJhBs0TFniD2zcTwxg0pMFEtqqS7MaVS2/QNuKg17spKIK8nlnc4NTg/jQlqzOSOeYEcXwnQN2217YjrXSvPJKCsj9Lag8yvb9hHr782K8hOMc+7Aw207srBvd17dcYBfL1yhzGAPIJP1BcglUtq7BVFeV8MjZ5exs+9zZFfosYnQzs8Xf13jLMW5nGzc1A6Eu7nh422jtbs7x27dpE+wPbNzsSwZuURGcmkxGoWCN/r04sNrOazJ3E2YQyifH0+mpEsFgRpv/NWePHf1A8I0/jwRMZMAB/vvUGOpxSJaqDbB5ZJcRgZHc6ToCF4qL1qq7OLHEc7u9Y4WP6R9iqPQhjmRY5EIAl22fUmURyqre3yPVCIho6qE6UdXcXqUvUNVKZXho0mjyOjD9JDGlmkAg31bUmaq4vUrW3m37TjAztXLrb1CQvlmLMSSXevFIJ/WaGUqzDYLcslfP6L91e4M9elMR1c7N81N6cyWnp8iFSQ8ffkTnomcTpDmtvi5IKC4zf0LdV/SSJftz4iviEdER6i2qchwc1BJ7S91aveN9ctEWxkIasIcY7FZsrAVT6CNy0+0dbSXG0XRjCDIERzGc2dBVi5R83D4elRSLXBv8e074aZq6sKikDozIPBIs+NFWxWCxL5/sfobRNHUrOSK4PQimJs2hvwrEC1Z1JWMQ+kd13i5KNq7saveRNC+iCBpWgIW5FGIht0gj0SQNU9HaLRPWxECzQeU9/G/G/eDvGZw/kAC9lcOEVEQCIjwolPvKBQKKV2HtGJaz/fxCXDF21fHxUPXObfnKi998zBxp1P58dPdzHx2GI5KKe8/t46PfplHULgXAE//OI8vP9yBYtMF/B1ljHykP+WFlWRfTOX91Xbelc1m48XnhpJ4JoWTcZns++0cNeXVzHxuNDE9WvD1R7/z8ha7WflHu15m2++XGDm8DR5tgujXJ5pSmaxe407npkWtURLp44K+zJ6ZkitkeAe689J7m4lPyqP73D4Mm9oDlVZFdl45Q7tEcmHbJSYMace4QW1Zvf08v22/QJizkkspufz241FWHl+ExklNndnCnAlfo8+uYP3p1wB4fs4gIg97cXnXdZJSC0nLKcZqtdV3frrr7J6ydZUiwSp3VAo5gZ7OWG022of51Wfwvtp2EgeVnLxyPTkllTw+tBudWgSy53IyJy+ksXHHRXoPb8mQtlE8/vgg/jCgenFUH9y0Dgzu2ZIAf1cefXIlVdUGvvhkGmdOpzH3od7ERPk2ooWs3XiOgUNjWFS0n4EtwujfoiEDF+vbuARjtdkw1VlwuG0lZxNFojzcMZktLJo7mN/2X8YtyIkQ14bA8PUluxjdqxWucjUWm40OXr64tGtq53UhL4cf4i7w0yh7AGC0mPn4zEle6d4bxe3mh/E9WnM6P4vRUQ3NHNEBXmg9lIQKLhwqy2BFYhyzWtozHzsv3aBDiB89fYPp6Rtcv02psZYhO5ZxavzjtHb1wUnROCvg56Jj9tH19PUI55WeAzBZLbRr7cnY4FZ0M/gz6ps1dPMJIsjNBT9nJ+Z078ioZas5nXmLd6/s4rOW9nKki0LDwYGvsOjSb+SVGBjgHstD7dsCoDcbWHhxBd93nkt8QSFBzs6Eu7nxXuzDnMrO5EphbkOQV5iFxQonHm6QGfm+25OcKr6CSqqkn5sWncaMk9wRT5Uri6IfQyd3xFfdkMk6XHSCsroK2jn2Jrm8mJHB0ejkOjTSxo0iGzNOUG4uR5AoiCvJ5CGrBbVMzvbBc9Ap1VTUGXCQQ4BGy++D5jXattxcRI21ktbOvdmStQ5HuQODfeyacVq5isnBnbhVXUKhUU+JsQpftZXkyn2EaAeA6Eq41o8oJ1925sZxuCCOxR3m8diFH5gXPoS2Lg2SHZV11RwqvMz4gF7oFI71Ad4fkN62DVsY8QDOsgpqzSYc5CHo5FomBtzWsxPk6M1VOMkbB1Fp1WlIkbIzfyduMguO0jFo5W0ajYkrO4VaqqGlri33gln/HhJ5e2Sa6QgSLaI8FszXQVAiSnSIJWPA83yznDuV9N/fmVpmOIPZWoaXo52vJ5aOA+fFCPJYcHgIgealbgSpb73LhWgtAGs2gqITVlsFUonz/+hcBFkgCo+9TZaL1Z/bO+5lIXAvT11bPtj+XolYcHgQxH+tu/jfAxHuISd0H/9+3A/ymoPAbY08wCqSd7OEXZmlbPvpBE46FZ9sXkjytRyO7LjM+SM36DKyA5lpRQgSAZlcBqKI1MmRFq38MVYbebLvOzz26YPk5VdyMz6LwZO6MGx0O1a+ug6pVODdzc+Qll7Eks/3UHUqno6D2jDx2ZGMWTAYi9nCiwPfIaR1IFeOXOfIp1t56uXRvD72U8Y+PoTxYztQklfG+udWMyDuA6ZMsGd3pkU+w8w3JnD56A0koR4McWs8kZVV1LJo/mB+fncLq9JLiJnYkfLKWh6Z0oPxE7pgrrNQW22kW9tgNu66SIZgYdPhqwSEeZKVVsSF3CLKq2rpObotKUdTuHgpA4MMBnaOYsPxeEa3C+H0zVwiZRpk0gZWgJezI7Mndm90LscPJuAf7M7kPvaJJC2ziGvH0vjx84dJzSvh55+PsX3VWTp9EMiTw3sgiiJ7U9K4duImCR0L+GDbUdYstGdL39tymNHtWjB8aCw6JzUqlZw1uy5w/sJNXnh6GBKJADSeUI6sehqA/ReSWLL4EP1/vDt354uNxyjMruDTF+yB2LG0m7y6+wDP9O1BpdHIlD6t0SqVmK1WTBYLSpmMja/NQKNWkqOvZPiqVXzWczBlpfagO7uykmf37eG3yVNp5eHFM126U1ljRKdRIQgCJbU1bEy8xvTWbTFbrPi4O3HocgaTY1tzPjWbuLQcFgzrxiNtOpFbpufJ9l1RSe0Tg8VqY8/lZEI9XfFxaTxhuqkc+G3IQyilMiaFNZ7A/8C+cQ28wMo6A0cLU/DX6ujpHcbllx5HIZNxJDWDlOISlpw4xw+TxhDi5sJ69QKCXf5EpC/WUltqoVJr4IVLa5kT3pcIR28cat25UnqLuR0bN8H1CAiiR0AQZ3OycVQoaK2NotZc12jMrcpyvr9+nKlR7Rnpay/RrU+6ilpWzJjwGM7lZ7Mr9RxPtbPfb6N8G2yyDEIuRquRVk5tUEilHCs+hkaqoaNrR0xWG2YrzI18EnWEA9LbHZ/+js4A9Nz7A7NjINQxmL6eYxqd01j/BoHcCpMCqdDYpUOncKCNayCH8hO4WpHNs9FDGeL3FtuznkMjd2OgzyIABnu3orjmHWotE3ip5QR81Y2vp8lmpsBY3nB9RRGD1YTDn3TyQhz9ya78CbnEGQd5Y103o9XEU5cX8V37j9HIGsp7uYZcFBIFi6IXUVj2LDpl00n5bOlRurrfvbvzD8h1nyNaM7GZE5DIYxBcf2q0fn1NNP1N6Xip7NmoQkMySZV7CXK03w/Bjg2d5qK1AOouItyLy4ZdKqXEeAEvh15N1gmCrFH2UnDbjiCxPxuFvxusWVIRTacR5a3IyW+Pr8No5C5f2kv71myEO5pY/gqC1KPpMs382+fj2GRd43G3u6XrzkPdFQTHhhcO0XgQFJ3qG1JEw3aQeCJoHvzb53Yf/ztwn5PXDCJj/O1vG6I9m+fi7ojWRYOnrzPdhsYSEOrJwDHtefHTqQSFeKBzdyQzrZCcjBLe/nY6K74+QGZ6EWGhbuSnF/LS8nlEtgvmwO6rhAY44+zqyPbNF/HuEcOAB3oSEOVHXnYpT7wwnLe2v0z7Aa1x8dJx41wqMrmMxcfeQefuhFu4Dx8deIP3H/yajOtZKDX2bJCbjwsvLp+HRCJBFEX0VQakPVrQa0JnnPvFUFJYyfcvr2/EL5JcyeaXj37Hw1XLoId7Mn5oO9q1DOC75YcAOLbjMl+9tAF9tZHpY7qAIPD4tN58s/1p/KK8mTgglsen9GLenP6Ejm7FigOXWLblDIIgMH9oZ27G59DJ05Nj269w8UwaH323m1PHbvD8Iz+zfOc5Ku5o1vht/VneeK7Bekgtl+Gj06KUy2gV5I2XXM2cuQ0TiiAIrHvuQbqFBODv6sSi8X3r1y2ZM5aSlHLe+XE3NpuIg5eaXF0dw4fGsudmGoY6e8liT3wyxfrGHJX2LQIo9bZxOi6DjOwSFr69kT+jUGlk+pSG7tirZzPZMHUyk9q0IrmgmIfeWM2YL1ay/EIc7x+228fpHNXIpBKCXVwYHR2Nl4+OLjFBTH5zFd6OjjzTrfvt7y3nvQNH6P/qD1zJy2fZ7nP4GTQEOTtzLjmL3i8t4VJKDqtGTERfY+JyZR5qV3tG0dnTgWyVHi8HLTqlfaLPr9CjNxgJ927qgZpaUYJQJ/Dipt303vY9NeY61qVcqb9HEssLWXH1Am/uOAiAp1rL87EDWJVmF5dV3LaLqzbV0TU4AGcHFZrblmjRnp5UWmopNTVc3w+HDOXXKZPpHunLjdJCXOWOWEWRwrI6qv8UvAFUWwzkG8rIqCgnW19Jz4Ag2nn7si4hnvgiu5uGm9qBqQGDGelrb+DIrsnnh9QtVFvs4speGkfCnXVN9g1wvuwS+7JvMHnfGvtYpRfuSnc+vnyEMUFdeKLlaBxl2voA704cHvEEM0OeoI/H6EbLi43VpOkbRK9nR0xgTMDgP29OZV0tA3xieDa6wXlmTODn9QEegEKqJMrlI4xWBUEajyZlW0+VC49FNBz/WNEJXon/pNGYlLJPyavaToDuEby1TSkBKqmSHzsubhTgAfTx6EOggz1Q8XJdjErRrsm2nd1609KpbZPlf4YgCNjq4jDVbmdp6myS9KcoNeXUrx/m/wmeytD6z1q5J4GOnZEgbdoJaytHtCQ1XmS+0YRrZrQWcauyeSszF1UnPDUNv8kfAd4/gaDshcTpJSSCGn+vs8iUt4NJS7K92/dfhCBx/MsArxEk7iCzv5jaKhYiWrIQTQfBWtgwxlaJIN5bQPm/hvs6ef9V3M/kNQNDtX2SsFdsRUpyykEuwzvAlaO/XyakhS/xcZnEX7jJpJndadM1nOT4HASZFIVCjlqjZM6zDQ/wTV/vIbpzOF27hLFrSSoPz+9HdZWR/b9fxtnDiaSL6RzbfYW0C+l0GNWJ4SPb8sSYTxHzS/n+4sdk51ZQUVHL6dOpxLT0xSvInbkfPYBfmDcH1p5ErVHRc4z9zXfTV3spyCzmpedH4KBW8OisPmifHIyDg5LSggpW/HgIhVaNXColNMYfs1Tg5MUMuvaKJuNKFgdWnOTRh/vStkcE3Qa3wsFRRf6VHDZ/NQeFUsa1Cxm8++pGfLycGTy8LSOmdWV0t2hsqWV0G2RXmt/8zWE6dI9g7vPDOHPkBgq1nCMJt7hRXs6it0azfscFfrl2kKdfGUV2fjnJQi2/rpxNmb4WVycH/Hxd+ehdu9ZUel4JMx7rywOfruWX+RMBCApyRyqV8NRCe2amtNbAyRu36BkdDEDnPuFsW5/OzaIyIjzdmdYxlto6M3KpFEEQqLNYWXXqElqlko+/3EtooDt1FitGDynSciuLdu7Hw9uJbu0byxRciM9EmwttxjWYk/t7u2C1iKzZfRFdkQQ/d2duFpczp1OH+q5Ts8XK/nPJjOjRkih3d0pqamgXFs7z0/qyYPFmlr8wmeW7z6FWyukREsSzXXrwwuG9vNNjABGubrjrNFQZTHQI90elkLH3UjKLVu/B2Erg0772+yxLX86GpHjG+UfjqFTi7aKlstaIo1rJE7/8zo9zxtef84Zz8SzOPM7KfpPpHhrEvLDOVJtN/HzkItUFdczt3ZnKOgMWiZUeYQ0NDOFOHvzYcyo/nrrAxHatcHVQs/7GZboE+/NU58ZZk3U3z+Om1DA1uDO3akqJdPLCarOx7ORVHA2+ZJZV4eHnxNx2Xejn05A5NdssFBgruF5xi8vlGSxq1aA59vm5k+RastE5diEWb25WFdEjsEH8t8JcRXs/LZMi7I0NwU4uvJX0MbFeT+Pv0Lis9WTEPGyiSC9ve5nTS+XFjrzdSIWmYsJ/hkIi5WzRLR45tZbTI57BUS6nwJDFpdJqEsrzeTl2SKPxh/IT2ZX7Da/HvkGVWcHM00s5PKghoKusq6WsrpoQx8ZNEmdKk3FWOOKqvDcnzWg1EevkjJOk8Thfx7HIJc0HuQ3fpWk50Cba+Cr1c56OeA6dkI1N1KNVNw5WO7k2zZLdDTKHCdgqnmG69hJXDO1RSZQ4m1Yh0T6P858syhxkLoQ4dqPUlIabsjHXTJBHI8ijEUURm1hn19QrnYCofQHhDvsvjTyQLj7fNXsuBvMtimt2EehsJ3iIpjOINd8jcV3V7Pi/glTmCbIJt8+vBYLHvr/Y4l+HaNgOtpL6TJ4gCwWZPVAWVMNB4oZE15hHaZeA+WcahPfxvwP3M3nNwGAy3e7QsdW/Feic1UhlEiyChJ8//J0p8/rw9ncPcet6NjvXnMFYWcOoaV1xcnZgwMi2WK32EseXb2+jvNKI0kHJ2Fm9WXbhA6wWK5sX72DrW+vITMwh6VwKHyyZycz5/UjafILiwnJcZBJipg/gnadWkXAhnfLyGp59fjhHjtwgtHMEB349CYCjzgFnT/uD/MLFm1wtr8UzyIOSpFzArq9XV2fl4UeXk3urmPQrWeRXGQjoE0V2lQGdQo40p5L9xxIpvVnM258+gEwuZfkHOziz/zo2q42kK1mYjHWkZxXz86YztI7w4fm3x9Nr2G0vVInAxfQ8Du28QnJqPhNn9UIa5kxtrYlNq09RkFNBlLsL+cV6Vuy7QHikN30G2AnSteW1DPQP4PfTiazaf5GrlzO5kp7Hy1//zpwZPzL34w0c2n2NX56ezP4jCbz/we/svniDke/+TF6Z/c306LlUbmTbsztnUjKZ/s16WgV4U6SvZuprv7Bk5TFWnYhjRJsoVHIZoijSJsCHN7cfxCNAh0ajQuokx81Fw/hurQiyqHl2UE/GdmuF3mBk0vM/k1NQTlSoFxOH2rMaG/ZeorLaQPd2Icx6dy0Boa50bBVAaUUN4we14WZuGQaDPWtYpq9l59kEauvqmNW+PUMiIpBIBNqF+zG1f1s2HLnC0E5RDGgXwZPdu9EiwIO+wSF0Cwms9/3VqpV8u2AcBzLSOZ58ky2vzODEA3MZEWYPUt4/c5RPew9l9+VkDt1I44f4cyQbSxg7IIZ3JzWeoAv1VazpM5UWHp6MbR9DuM4dLwctn48Yycoz9i7rbl7BSPQy/F2aBgllhloO5ybzW9JVWga6E+DpxHenznG5IJe1GfZM39PRA5kR1p0tyVeZtNreNamQSukfGsqayZPo6OeH2Wpl1ZUr6E2m+n1fKb/FRwlbGObbkUUxjUVlP+o3hJ5BfgTp7KXn58+tZlVaA6G+tXMki9s/j0LaELgsaf8m/g7elBhquKkv43R+JucK7e4PEkHAVWXPYikkSmos1agcr+OkUFFtqSZRn9D04XAbLZy9+LD9KHQKNTm1GXyT+grB2loeDG9a6tfIlAz1nYmLwodAjRu7+jcm9p8vTWPtrZNNtnuuxVha6poKEpusesw2e7k/ruwGL8d/h6s6lvYezzQa56iIQPmn7tq/A4kg4ZPYxSzL+IZcQxo2W22TMTm1d5fJaQ6CrAVK3Qd093ycIE1rEFTcSZs4UfgdmdX2e8diM7E/9yWM1uYtwTKr93Kq4GV76dXrChLNLMS6C/ay5V+dhyBHdmcjg6IDgtM/FyT+d0E07sWmf6v+s63ydXtZ+l6Qt4LbcjK2shmIlpuI1iJs5fNBObhZHp8gqBGEBt9g0XwNUTQ1Gfcfx/3u2v867gd5zcA/xIMGUh74hnigUMjBVIeHs5qwFj58+sRKjmy9yJOfPIB7gBtt+rXkgV4fsHfDWV5+eCk3rmaRk15I4uVMUm+WId5uKLiVVkRJYSXZKfl8cfxtvIM9qDOYqSjSs/ylNYT3aU3urVJGzOqHurySYaPb06tfS4aNaAuAsqKaX15eS0WxPcDZuuQARVnFnNl1mZiWvsye2ZvYHpHEpxdx6UomAAnn08jKLsM/wpuv1z/JY4/0o333SD5dPB3/zqFMXzSKvQfi2bf+LJFtAskrrKDnpE64eDsxqs97GC1WsgorePiF1birVdhssOzj3Zw5aO82c3HX0n14a3KzS3nkhZWs+vEItwrKEaQStN38+HrjcboG+aIzCfi4OZGQXYR3qL2DMaqlHy++OZY5w7swtUcsy5ccJtDTGU9BQW2NEU1KLSs3nub43kQEbxVOAU60DvJhcs82fLvrFDcLy8i+WsDAiDCu3MzjrQ0HaaFxITW/mNziClzr5Kx+/yE8tI689fHvFBXrUcplvDyyL3uencVLswbRrVc4p8pymdu7E8mmCjwj3ekWGoivzombJeW4hTjh4arFyVGFXmrmYlYuecWVmOosJJeX4t3Vg6+OnWHN0cso5TKinN3YfPgql1PsZan3Vx0gV1rDlfwCjGYz3x04TUW1AblMisxRRnZxBf4ezni7ainV15CRX4ajvOGBfCecnVV0jPIn2NMVN3VDme3wlDn0Cwwjxt+Lm0VllBsNuKoccHfQsOFsPBW1DaTreEkBh/PTuVVSTpGhodQV6+/NG6MGUKivZtvVBNJLyiiptgcTeTWVlJnsk32uQzGbci6zPP00iUVFrE4/j4Ncjlm0UmS0S/AsOLuWPbnX6egZjI/aGQCpRMKk1q3qm3DkUilrJk7CRd3AW+vkFs53nRo3M4zYuIpsvX3C332tlMTSQhZc+JL9wxchl1u5Ut5UAgZg+fULLL50xn59ctL5NfkyxcYayoxNgxaNzIG5oY8wK9ieEcoz5LI9ZytmW0Mp+blzW9mZbfdedVao6ezpgtFaS5AmktnBn/HUuWPk1mbf3j6dvfm/sCXrIieKkhnsay/xFxgqkPyJEzrIJ5ZXW43n7yK+7GduVGwAoL1LC95v3SCBIooi1tvEdrPNzI68Q40sxv5AnaUYUbQ2Wf4Hyqo3MNtHSaTLdHSasY3WmaxGVmd+icHa9DoCWMwJWC3ZjZYJUj8k8j8s5BTUqec04saFaXvhrrJno2QSJdNCN6OSNn7BsJWMRzQnEOg4mG7e79r3+0fgYi2y//sLqGR++Do9ZN/EVoPBnIEgC24yThTrSMuNwWJtLElktd5dTumfQhQNiDggqKfVLxPkLUG4dwlZkIUhyO0v2ILmMZD6gUSHoBoJhk2IFc/ec3sAseozsKT8a1/gPv6fwH1bM5ramn27aCO7Vp+qr+vLFDLkcikuPi7UVdWy4txb7F5zhh8XbSC8lT9eLQPJunqL1l3CyC/So88tJbpNIIXZJeiCvGgd64/KUcXiT/ZRV1VL96GxjJveHVd3LZ7eDQ8yq9XG1x/vIvtUAiknEnnyq1kMmdWY3FxbZcBitoIITm6OXDhwjeyMQpZuiuOZR3qhcVDSa3QHzl/IoDg1nwOrTjLrvUls+ekoKlGkZcdQxszpR35BBQ/O/4n+PaOorDJwJTGHl+cPpH//Vqzeco7fd1wiwiblQmYhmjB3xnePZn/CLeYO6UDG9Vx6DW2NwtUBZ60anVaN1Wbj2MEE0hNyqa42cqy0mAktI2jbP5Jl28/iVWwm/lIWL3w1hZ93niUxOZ8h/oE8sqA/nl46LBYbV9Jz6RgVgCiKLPh6M2/NGMySrw5worKAVc9NJcC/Mbds36VkurUIwsnBzkETRZHUrCKOHkmidbdgNCoFsUENYsZXr2fTKtqPqY8u4/PbOoJ/IK+4gnkvrqFFuDevPzuC2uo6EkuLWbrnDIoSG7++P4MFa7dTaqhldrcODG3Z4GSxLT6RV3cd4N0RA9l+9Qb+VWref2wEJRXV6BzV1Jmt/HjxAgqpjDExLZj95UY+nT6CIrGW948dY/nYsYS72b/bvrhkrmbk8eKkht/9WOYt9mek8n6/Qc3evzXGOjQqBRsuxePsoCSzvJL0W6VI3ATaBfuRf1PPw7064Hz7On115RTmMiteKi0fpB9mckRr5rXoilwi4efTcfSICGLezs10cQ3koU7teD/5ALk1lQz0iMRWJqVlSxdmR3el2mwip6YcGyKd3IPqfwOTzUKV2YhOrqbCYOTdw0f5ZnRjsrzZZmVJyiHmR/RDKb1HByEQl59LWy+f+uDQarOSUVVIbZ2ATVZNoIMnqdU51FgMDPBqaOCoMBkwWS14OWjRm6v5Nu1XujoNxGy14qF2xFWlJljb1BIOoMZSw+cpn6CT6VgYaZ80s6rLcVU64Ci3c2FX3fqWdi5daaGNRYqMxMp8Zp1ayb5BC5FJTGTVJuGrakONxUSAxn6cpy+uYqRfewb6NNbKS6jYh486Gq3clxqLCWdF44neZK3DZDPjJL93ALAtZzeXy47wduynGKxGfr75G4+GPkBqdTp787fwVOQLCAhcLXiAQN0C3Bz6NLsfs7UYm60KpTy02fX3Qk3VYqTSAFQOdis6qyUds/EwKkc7Xy2nJp4jhUt4KPSHf7Rf0ZIG0hCEP/EkReMRkIU0G6zdC5WG4xRXryPc43tEww5EczxYkpC4rgagzpKJQtZAVzDVXaO4dA7+PvfwjP0HEM3xiNXfInH58a8H/919ihYQjQgSR0TjHlAObnK97oQgCP9dWzOFl9jdq6kO6H8Ce3O+vm9rxv0gD2ga5H314jr2rj1T/1mmkBIY6Y1UoWDE9B70GNqajxau4ekPJmI2mTGarHw2fzm2Oguv/fo425fsx8XTia3f7qNVj0ja9IqmRl9L3LEbVOaV0uvh/py/eIv8jCJeeXsMUR3DeHPsJ3x84A2kUilPDXmfoCB3Og9tQ9/JdlL+l0/8zJCH+7Bo9Cf4R/qQk1rAV0feIDejELPBTGjncD5+/3daRXnTY1Ardu2+wq1dlxEkAtlpRVhcNDy2cAgjZvZGIpFgNJpJzywm/3ouO7dc4I1vH+bJ19YzZ0xnpKKIxteZqswyTl1IJSWjCHW1heAh0Tw+vTellTUE+7nx5NsbSDt9kz37Xub0lZu89OlWBkcFk1lQjtLfiXCzgsdfHo5CKWf51/tROShYfT2JYIma/Lg8XL219B4Yw4RJXXjlmx3crNaz44NHiLuQzsuvb2Lt+seY9+oanpjWmz5do0hKLyA1OZ8hQ2LZtvkiR66k8dW7U9GqlSRmF/LR1qOsXtjwANl89hqjOkbXNwn8gdz8cvx8GroVv9h+nPXnrxJocaC4oAp1KyesWUb2f/MYy09ewGK1Mb9PF/YkpKBTq+ge2rh7zmSxsPN6EuPbxGCx2biakkdMqBcvfruDcX1as7fwJj2Dg7iQmMlzw3pz8tpNNM5K3j51lFnt27M96QbfjRqFj7Yxp+qPLttSQy1ZlZW08/ahrLq23vXjD/R7ayk/LZjIiK2rifX2osRcy1tt+qNxVOCpdUQjUTD/l62sfnQKCpmUX27E0d8/DMEMI5b8wqN9umKts+GkUjKzh116pdxUy2NrdhDj60mWvoIoT3fCXN1o4+fNlJUb2PbIg/jqnFiVep4YFx86uNvLigdyk/g14zwre93dn3Jz5kVCHT04XpxcH+S9eHkdj0cOwkOhI1tfSZSbPdN7JjeLnLp8ol28aeVsn3CPZd/ko3PHqBOtHJw4G0EQSKjMoLKuFn+lP4FOzk2OabZZOFUSx4+J53CSOqGVeqCSyXi3s50/V2WuxmA1kKGv5XpZPpmWXcwMnomv2he5oMQq2lBKZdRY6rhUmkUvrwa+2NL0D+nk2pv2Lj3INxThrtSRY0jHYrNQUael0FBJH69Aik05BDhEIRMUbM+5SD+vGHQKB86XprI/bw/zIoZzqbySo4XXeCaqK17qBpmcrTknSKnK4aXoaU2+252osZSRXrmVWLdHGi0vMVznatETFAlPIBEkTPYfgyBIqbOWklg4j1if9UjuJdcBmC25SCQ6pP+kKQCwWjKoq/kNidSNY/pK2riMwk0ZjEzSfLb6n0Ks/h7k7RBue+Q2XrcUUdQj0b5w731Y0hCtFQgSDYL87i4homhCEJrKH/0rEGtWgSC1y5zUH0dErP4aQTPnf9QcIop1iOXzEJy/amz59ifcD/L+9+N+40Uz0OrumEQlEtx9nFGp5KRcucXyN3L55b0tWGQKNn69l7N7rjB6Tj8WfDCFHxet55lxX/DmT3NRqBXEXcmlQ/8oLGYLRVkl9H+wFwPHd6RKb+LCljPEtA7EO8IXR2cNY58cxsLur7Jo43OkFdci94WQThEAVFbUcujsTXw6hvH2rleIbu3P3lXH+XbJYRJTC1j163xcXR35+PNppF/N4pd3tpBksuDnouHhRwdQUVaN6OaIm4sjWdllVNeaeO3lDQSGevD1Fw/Rb0x7pDIpS96dQvLVbK6n5NE7ypsOI9viFOzKkDorhSmFjJjalVs5pTzx+npaujpTqq+mS2wQdSYzATpHuncMw8PXhQemdMPT3wWtxp45WvTkavoNbkVIS1/yVTaemNQLtVLOd5tO4KBU8drz6wkMcmPxuxOQSSXExgbx1PwBfPf7aT5+ZQIrvj5MXkkVuxJS8FSqKZCaeWRCJ3YfSyAlpYAn1uzktcn9eXm8Pfv1yJJNPDG0G2dSshjQOpxnV+1i7oDOpOYVM7x9i/oA75GXVjNrWndWnLvExPAoDuxNROeuobvWl/FPt7XfC0olfs52Ds+wmKY+tAAXM3NZfeEKE9q2Qi6V8trSXQzv3pKvnx2PIAhosx1wkCv4IekUmR3LKamsIdzPnaNz7BNxoJOOlXsuEBvsw/DO9gnmRnYhz/+0kw0vT2fm5xuYN6QLyamFfL/vLKsXTuVWcTmVtUaOJWbw5cxRBHm4MM2jNc8M6YlWbZ+EFu85ga+LE5M7x7JwcA8UMikGi5mZ0R2Iy8zlfEY2j3bvwuO9ulJea2D0klVM7dwGlVxGWZWRaB8PRreOJtavMTn+63EjqbPaS31uKk2j0vIA3yikEoEnz27km67NG7UrpFJUMjkLWzRwBYf7tsFDqSUuL5elly+wavREuq9ayvDwKLZmneXL/g1SJX0CQujo7YdaJue7K2cZE94SX6UPe9Mucjw/jte7d+FI0UXG+fUhXGsPPpcnXmRoYCSLu4aik2tBlNJz23c836Y3OqWauPLLZNZm091lEEFaF0a7PYm70p1cQy7LU3dRaE7gh47fkFdbwcablxoFeTOCF6KU2O/1I0XrCNFEo5Xr7LZcgjMKqYwSUy7JVec4U7KZNs4DSKkqp7NbODqFAzq5jTBtHZ6qcIb6QBdXL/bmvUUPzw84VXKdaUH9Geffq9my65+hkbkSp9fhrMojUNPQIOSubkX/wENkVe1EQKjP7sglLgS5LPzLAA+gqPJTHJRdcXH8Z5N0QZ0BrXIQKstVIp16o1N4/9sCPADBcQFlxkvU6reglLkhl2jJ0v9Ea49vwWEygmj5633Iwvk7trb/7gAPAEU3xLrjYMmwN1EAIIK1wK4j6P77P7YoEwQFgusv//ZTvY//93Cfk9cMrDbrHa3YNnwCXBk6rTv9xnTAxc+N6K4R1JWWk5evxy3IE0EQqKms5eWfHqVlC2+qi/UEhnoSFuPH1i2XWPH6RoJbBbB7+xUunkrn8ze3Et4zhra9WrD88z389MZGDp/JZOKLY/EL8eC972YyaHwnHDRKDq87RV5yHk++M5Fh4zrx6Ye7yErOp9vwdtQYzQT6ufDGeLtNmYODkojYQGY+O4yhXcLIOpvG7pUnqCivQadRsfSj33n2lQ1EhHkR5KgiN6WA8soavn5zC7dS8nmk7wd07BOFk58LeQV2DlT7VoGE+LmRGGfn9wX7u/HTu9NwFAVeenoYL789gWcf/pGv39nOx8+MYf6U3oRF+aDVqNBX1LJ08V6yb5Zw4MZNHv5gHU9N7s1TH21i4WO/8PjEXlRazIx5sAsvvz4GlcL+lP1p2VE8PHXUmcx8tOIAXXpHMLJPDBtfm0GX9qF0jgzAwUHJOy+NoXW0H29NG4haKefjzXYS/ktj+xIT6MVnM0bgqFJyIS0bZwcVX/12nDNXbgFQUlXD1dJilIKUi+88wbT+HZg4rD2bFs/m0OkUXvhkG5Of+RlXtZq0m8X0mvEF1UYTy05c4M/Z72PpNxkb25IVZ+PIKCljbJ9WdIkJqhd47RTgT4y3J95RLszavo2Hh3SkRWADIT4ns5zCsiqUioZZJjG7iN6tQnFUKfngoWFE+XkQV53PZ/NHEujhjFatQOegYkynloR7uyMRBPxcnZBKJdRZrey+msyFjBzi8nPZlp5ISXUNx5IyGPX7Ki4U5pBUUEyIhyuP9+8GgIuDmrdHDSTltoVbTnklvjqnRgHezoQkDqWk82b8HpbfOAvAiIAYonRe9WMkgkAXjxA8zK6klzZYtxksDdy2oT6xuN4hdJtQXEgfz2gcZEpiPDxJLCmmzmrlk4H9uSFe4cGwnmSXV5Oub5CE0MgVxBXmsjLxMnVWK8WGGkqMtfh4F5NnKEErc2ikGaeSypAJErxVHuTX1LA3OxlBgMLbnMS+nr3o6jyQw3mpDPKLwlPliUSQEF8ZTxs3L/p52vXaIpw8mwSvaqkD8eU5TD2+FD91GG5Kb1rputDWpSfROh8G+7QiUNMSH1UEOoU3MbqePBHZD18H+8vGvvxEbDTopbko/ZkWshypIEElbQiGJIKknm93L4Q7BqFtpqwrCFKc5L5oFb7YRPvvcb7sPEWWv9ec4ax7F0eHptzBKnMZ1ZaKu26XpD9GqcWGwnEWwY6d/iMix2kVS7GKtcgkGqQSDSZzPiJmBIlLs1p0f0aVYR9WW9W/7XxE0YS5bD7iHfsUDdvtJec/QZBHICDCHWMFQYKgex9kflDXtCnn/2ncl1D5r+J+Jq8ZWC13EJKtNi6fSiOidQAaZwfMRjNlxVV8sfsl3HxcKMotx8vfBScXDR8/spR5H0zFN9STvJtFnDuUwMuLH8BZp8JqtlJVUoVfkBtjpnZhx+fbqCsowZRfTm2YFxNmD2Lxm1tY9dZGvjn9Hp1c7CWRyrIqzh5N5HJuFeVlNSxbPY+fX9tARLtgBERCw73pO707Fw8nkJBexG9b4yAtD3OgJ06dI6isrGH1nmtsnNGLhx/uTeuu4cRfz6JYJWPwiLa8/vhK0Knx8HFm7YV3iD+bjv5GPhNfsFus/fLFPirq6nj8nXFMe/Inln74IDpXR2JiA2kTYy9bPvhof7z9XXjygR/4Zq1dyDM3u5T9v19Go1Wxeucz7D6VyK0yPUu3nMLRLCBXy4lPy0OtltO6TePyp4jI5cu3OHcpgzC5I1vERLYcusLar+dw7dwtti49xbZNCzl3IYMTp1J4ZGZvRFGkU7g9axPp687JG7eI8fdk45YLOGWYqSiqZt/783BQ2ydNJ5WSaC93bpVW0EkWjL7ORFiQO5svJVDsbiXUTUmPFqF0Dwvi6T2XePjBbohAekkptXVmNMqGyXfR4L4A/HDyPI+s24oxoZryaiNdYhp4am/sPYTcbOddGswWHBQNmZOHBnSgc1QAX2w7wYC29uztrrwUOnvbv0/rIHug1a82DB8n+wTZLsQu9WEyW1DKZbx76gjHCm+iSJVzoSCHBS068+ywXkg1AollxQQ46HBSKdk84kH+P/beOrqKq9//f81xibt7QhRIcIK7FIfi2lJvqbuXQl0pFUoLRYoUK+7ubglxd5eT42d+fxyaNCVtn9773Ofe33fxXitrZWb23rPPnDkzn/2R99tZqaKLt50e5mh6Do2CkV3FaQx1jaKwpo72/j70jQylb2Rr8lxnlQqVXEavwBAS3f+caiSlpgR/jUuzSse1mkJeuLCZ3YOfAGBfViZP7d3F5QcfRSOX89juHawZNwk/Ryfc1BpGRkaxNyeDo3nZzI4aggoVH146zAdnTnNtzoLm83TxCeDctIebjenFyUOBoXfMB2BuTEvUptFsoqypgUGhDlgldZQbJHip3LlYWUi9qYm3U97nhXZPopQqGek78k8/5+8R7+LPh50m0WjNw1Hm0rz/4XM/MiesD0EOVvaWrqOiKYHB3kY+S7sPV4U7ye5TSfZsT4DmTi5Df40H4zS9Wq5rXSafZ6zj286v/uVcent2+dNjruouNBhTOVk4nN6BB5EIEiT/wlp/Z/EyMuvP0c3zXmJUDTiqhyK5HUY8V70LhURFb8+JbfYd6PPn2rj/FdSbMtDKApFKWoz4rj7ftmrTxX/zPxqzrmkbClk4Uslf09W0BVE001Q5CbXbciTS375HBRLVQPg9GbatBsSm231sCELLdRe09/9hTCti3SsIqmEIqiGIoqlVdex/F7b69xA0/5mw6V387+KukdcGNM5K+0rgN6kdi4WywiqsZivVBRW88vUcwuICqCip5dMX1uPk7sC0xwfj5ufCrhVHsKk1OMpsVOWW82zfN/jyxFtonbW4eDkREulNSKQ353/x5OyuizTW6BgxfyBuHg7U60w89PokpgQ+wtIzCwmJD6L3uK6kX8rFXSHhyIEUht3TkUc+smusqpw1xPeIZNb0b5nQP4ozx9ORmix8tOkpqqsacXbV8Mqc7xg8JB5HRzX9xnRifr93SRjZgSB3Rzy9nIhvH8SA4R2ZOPQDArqGMCA+mLMHU5n99HA2rD3J6gNXcfFzZkqjgVcfH4GTg/3BOmFOy8unR/8YrBYrj708CqvFytThH+PWzZ/hCRGMuU0c3CcxnKggT/adTePtl8YycfoS3A/d4OEpvXFysj8IP153mPF92lNUUMNLr45m8vSePPnZFoIELUEdAzh/Mx83Fw3dhttzlUaN6IhNFGnQGzEZzCxddph7x3VBJpOw41wKBXlV7D56k0o3kQXv/cJn70ymY4gf9Y0GJjzwLffP78O6jecY2zeBxz7dhLxeZM0XcznePpcuYQFcOJLFz1wgOMgdfz83dl2/xcnMfHbfSGdip3hsosjnh0/hodVgQ+ShXl2Z2qk959LyeXXHAY59U0SohytzuiQhAtUmIxvuvbeVgfcbllw+x4C+UZxKzeVWWQXnUwuZ361rqzYjIqKYv2Mrczsk0TMwiAtZhSzaepjNz8zEUaHk5e796B0YzNjIGBwVLWGlJO8/N8iuFpbQPtCHyeEJLL91gQ7uvn/atnd4CABdggL+tA3AzzkXmRXelcDbRMTtXQNY13c+k48sY1JAVyZGdSDOywutwv7SOjyrJX8sX1fF4PBgFHIJ+WI+NiGAzWVHeCApkfZO9lBWalU5N6rKmRQV36YcFsCliiKQGKm31tLPK4kjRVnkN9aS6OFHkIMLnqFxjN9/lk4eaUgEgQmBIxAR6eEdhkbpiVLaOiy3PGc52Jy4Ua1jfEgovT1bFyzIJNLbxRWtCzk+6zwThURKhaGBSIcu6CzpXK87zsTA5/kx+wf2l+5kc287ifG1mmysoo1Et7a1SHWmo0z2/2dhu7bgqIyhm5+d6LuLW9c224iiDZtoajakwrURRCgaaec+mMKqx1Aru6K4beQN9J7R5hi/wWg8hULRGUFQYLVkI0jckPwXpcBE00WEqgeocfkWD/Wd6VYWaz0XS8bS2W8H0n8Q4gxwX/q3bWw2I1b9RuTa1p9XEOQoHZ9EkLj+bp+A9HbhSfM+7ZyWz1E5EpzfQ1C0rTaDWAeWVETtfLsAU9VkcHweQdnjX/5MfwbRdNkeFhb+WW7lvwd3vWz/adw18trA5cO3WdVFEaxWfMI80ThrKc8up1O/GHxD7e5/mUxKxx4RaJxUpFzMwTPEG8FiwWCFde9s5NEv7kMt2DA2mQiND2LUgy3VkY8vuY/7Gqbx46vryLqSR+/x3Rk6qgPrNlxEFRXIii/34ywFja87Bldnon3dMYoCR/Zco7SyEVcXNefWnSQgzIuXnhrCF8//jIuTitnTkolMsHuAqqsbCegVTaNWye71Z3EL86DYRcNHDw7kqVGf4D+0PeOf70ZVWR0PPTKYxH7ROGmVhIV5ce1qHgdOpxPh68r4kUn4eDrh4+nEt2uOo1ErmDm+G6+9tpHwMC/mzO1LSnYZV7KKaBfvj4urloEdwglu78/na45QW9eEr4OWU1mFvDR3MI5aFXu2PMPHi3eQlVFKYqdQ6nUGvF0daTSYEKQCly7l0qtPO16aNxhvBy2Hr2dz6noON3LKmDPNXozi5KRGIhG4//ONdI8KxNlLy5vvb8Pfz42Z93anQ3wgXdoF8uAra4hNDOTctTzQWekYF8jGb+aTUVHN0sXTMJmtvP3ACN74eAf3L9/EjOREvtp9ihkxdiPilXsHUm8wMvnrtShsAr7OjmQUVHCruJy1G86R3C+CEe3thmdOYRUVBh09wgLxcNFikYi4qdVEy105ejWNPU632J+fTVmjjneGDmy+H94cOAAHhYJPtx7nREoOQ8LDWfLLcbymDkWmknL/r1vZP2sOT3dPJtjZBYDO4QF8O38cPx27xOO9ujdXn25Kv4kowtTY9n97rz8xoCfl+kb6b17GpMgE2rv7kFtfQ4hTywurpL6BdZeukeDnw6CoO3ng9qZnUFhXz31dOmG2WcmurWbuum2cmD+fSlMjwQ5uOCvUDHBJoKCyESIgxMX1jnEATlWko7eY2JJxgU+6zyBE60F/3xiKmqpAYg8xWkQbByrPEuGhIcrJD+0fpLwA1mVcxSAtwVljpZ9XEl5qBwQBVmdcYnhgNP38wzk95slWfa5VF9HNM4hPb16gY4/2SASByzVXuVWfR7iqGyEOXrjKMvBWenC26hQp9TeZG3qnwkGpvhaj1YLRZqHWpCNHd5YT5YV80fk5HORr8FGFEKCJYkyAI+0cWwzwalMDVtHG0bLvcZJ7k+g2qtW4Se4zEfnvvSArms6glnnjoLB7aT9JW8SskPl4KFuHNMsbN1JjOEK059cARDv3B+w5rwHuS7Baa6is/xoPp4f/9pz1Nc8gV3THxe1T9I1fI1f0RKkZ16qNKIpY9VuRqkf/ZTUo8o44eG7DUdb2QkMmdSLWc8kdBp6t/k30gj8VplRC3D/52zm3Bav5Eg31b+OqmdbKCwcgU/X7035i49cgi0ZQ/U61x+1HkHj/aR9B4obgse137ZeD0PZvps1zimKbCyBRNCHWvYTgvhZB0nZl+V38v4W7Rl4biOoYzK3zufYNQUBfb+Dw5gs4OyoJiPDi40d+5KHFk/EKcMdQVUe7WF/6TmhZEYuiSP9RHfEK9KAsr4JnBy9kVfrnABiaTKx+fxsy0cqct6fw6Od2Xq7V3x7GoDPz2Isj+XzRdtRerowY05EzZ3Oov55PYKwfNQ0GHFUyuk3oTPb1fIrCvAmNDUDlpMW5QwiffDUbjaP9hbdp5XECI73JzKmg4MAN8ryd6HtfP3ZseRJBEBg8qSuNTUasVhs6s4XeIzugUcl5+unVGLOrqKrW4ZEcSqdOweRnlLFj3RnyG5u4sPMaH694gCa9ifKaBnJP1TJnbl8MDQb8b5Myf/TdXBycVHy08hA19XpiAzw4cTaTp+f1R2axcfp6LrnF1Tz7cstLbPeZVHJLa/hx5XHeWjASVw9HRr74Pd89O4mKigbqG/S4Ods9Zk0GM6IoMm3etwzqH8v45AQ2Hr5MQV0DigAZP748DpVCxq6Lt4jwdefz1+/l219PkZpZgqtUSUigOy5OGo4eu0Copysfbz7GR5OHs+WrB5BKBJZtPkVnD18enNwbuUzK6ax8Pt57nM/H38PyQ+e4lF+En6Alq6qa+Dg/ercLpUOgLwaTmVeW7eLRscmkXirGaLGy+pVpOKiVnLiew8oXpiBIBZ7ZtYdpiQnYbOJtLV1w19hfSi9M6MeC0b1QK+QcTcvmvl1b2T97Dm/27kdqYTlyjZQhq37kkz7DyTRU46pQk15aic0m8ptEcLynN4jw+okDaOUKpsd2IMCxpcLuRnEZTSYzXUPsL0ovtQOnJz7MQ2u3EengzoHCTJ5O7E1hYx1Jnv5IJQIi8POlq62MvGkHV/NUQh/C3Nyaue5WpVwgvbaC3dMfpsxYz30n1nB4uD3E+mDHlurHbTnXuVKTzxtJrcOhU0Lsnoq5EXZPmcVmY19uJnppNaXGOp6MHkmChw8PSPpSb27ikQtLWdn9aV68spwZIQOJdwkB4IOeI8jTldFg0fH2hf24q7Q8Gt+Tvn72+VttNn5MP8+syM7NYeU4V188VFoG+rVDcvsF6apwxWQtIbexkX6+8eQZUjhYsZ/ZwfMIc2jtcSvVF3GofBcKOlBurOfn3JMM9IlnfFAIyZ5dKWhK53L1EZJc+2OxWVmedYD3O84GoMyQQ5WpEhE5XV378G3Wr4Q7JuMkb3kRS/+mWMFs0yOXqP+yTZ0pBRtm5FI/LKKFoT734CJvMR6qmo5itlXh7TARD+2fa8SKmLH8BS+dVbQgvV3J4O61q5l418Hlwz/pYcRq2IFUNbjZwySKJsTKUQjuPzcbJIIghTYMPKOlnBsVC0jyWYujMha9ORuDJQ9X9W3DShaHvP5TXJze+NM5/x3kyh64+bbmlhOtVQjSO0PtrTsmgrR18ZLwu23R1gSCgCD8+Xf3Tw0yse5JUPRB0LSWsxMEBYLnnn801r8VInaRgbv4j+GukdcGMq/l2/+57Vauq2wkKimI3vckceF4OqW55fz85T7mvDCKiI7BuPu6UFdZT3lBFZGJoXz//k5UagXtOgaRn1nOjzc/wWgwo1TJqSitI7ugljmPDmg+X01VI32HxjN//Ffcc28XXnt/MscP3kTr6Uy/EQlsXrwJrWCj38TuHNl+iV9+vcrSH+6j5xC7p8Y3wJVvf3qQL55dQ3V5PW/+9DBbVhyjqqCabw+8SFONjoupxTi7aJpXd1MfG8xDT/zEzSv5lNY3kVtcy6sv3IOhwUCtuxoPJxVdOoYwf05fcjPsDOwFp9N44rWxXDudxckjqXiHefL206MoL63jo+d/Yd0BO02Bk4uGi9fz6NM+jMySKrolBDNhWBIb155h1/UM1K5qpg7r1OqaV9c10SshlGBBTUltI9eKK/j59Rlcyyph3brTOPs7QaMVz2AXTt7MYWT3GHw6etO1RzjvLt6B0ldNhI873u6OrDx0gQeHdae+yYDBZKF9tD9fRreETkbO+wpnPwcSu4aw+vgVsNjIK6mmW8cQTl7KpkdsCBdu5rN4+X5ef3AYPcKDeDK5B2arlUKrDl2JFZ92jpxMKSSvqoaxQgLejg52475nFN+dOI9WpUTlBDVGPQGeLvh5OJNTVs3TB/ayeORgPtpxjO82nKZz12BsMoH3Rg6huL6BJrMJmyhypaSEexMSWOKi5YVVu6iSGgjWuKCWSJHXwPyVm3lryhDqzUZmDUykytCEh0bL+ewC/FycCPa0v7i3ZKRQpmtsZeQV1tRRpzc0G3mXCoqJ9/NmSPtIJrVrz3RpIocKMzlWnEOSpz9eDg50DQ7gDxy+vN15GEEOrs1GEsC8+G6MDInBQaHik9On2D/08TZ/Y6cK82iwtegXX6rKw2S2oVHKaO/aovKgM5v4Je0mRpsZB/d6Llfksy7/JO93slOJdHG35zDODRtKsLZ1AUF2YxE36nJ4ImEE0j94Xiyije/TzjDAL4IwJ/tLelakPZdtfEhLCC1EG0TIbcqczMYs1uVt4KWYF9HINGj+oPnqKHcm2imBJFf7gm+EfwhyiRx/dQvX2qORX3Lf2S/5oON4HotKwE3piE20sr1oKS7y7nirI0GQI1LOquxHeLRd2xqsv+H3Hpu9hY+S5P4Qftq2Q7AAES7zANhTspMqUwXTg+e0Om6XQbMhCFKkbZDyNhjO0mg8ha/zU/i4tm0w5euucqTsO2aFfYXVZiK1/iSxTr0pL0nEw/skkjbCqIKgQum2/A/7FIiamYgNH9uLEP4CcqkbIc72/ExRFDFUz0OnGNls5Ek0k1BoJvHvy2oDUTTQVNELjddphL8IPwvK7oj6HdgaP0XiYl/si8aTiPpNSFw+QdQtAWQIjn9PYvyvQnB8Hf6GekW05P3bzncX/3dx18hrA5MfH8obp+05GqJEAqJI+sUcijPL8A31pjCjnPK8KnoO78CqT3bTd3h7bpxKwyxV8NbqhzHV1DNi0iB0TSa2Hj3KhSMp+AR78uTCCQSGebLoh9Yhng0/HMPdy4lPV95HeDtfigqqOLb3Bns2X8SkNzF8Tl+mPXsP04Z/xEuvjyGiYwgAa1acYOzEzmgdVOh1BqrK6ugxzG74jZ7Th7RrBZTmVLL+y7089sl0lEo5ly7lUlVRT3VZPU2X8vGf0xtHTyeq6vSERvmw9Pv5zHh4OQ8+OZjCSruqRkikfdU50U3Lq4u3YbxZxpznh9O3n53u4+1v9vLMJ/ey8/AN7hlgZ2J/740t1JU10mNcAuGBHnzz/h4aGw2YPCQkRweS3CGU99/9lVFjOxEb549ospJTXEn3PpHEhHg3e7niQ3147MGBVBfW8/lX+/j0w2n4+buyZd8VKjOqcXFS8+ZLo7nv201snTWezdsuMr13ImaLlWBPV9qH3Jlj5hfpbleEkKl4bFB3UkrL6Z4URnV9E+t2X2TSsETyS2u4lFLA83MHUt6gI6u4inJdIzfyS3hn3GA6BPsxqXMC1bomHJT2/C1BEHhgWDfOVBax7NFxPPX1NrKLa5BIJbw+czDz129l3czJeGo0+IlaevQIod5ooEOwneriRF4uhXX1DIuKRG+28Pq6fUT7ezKxR3uu1ZYzIT6WvNIaxnSL42RWHiPbRZG0fCmJ3r7oLCYSVN7kFlczpkssOY019A0OJd7Tm+1XU4l396a4qYFQZ1eG/YEK5uODJ3h75EDW5l1Gq5QzKT6BAQER9PULY8DW71g3ZBqhbq5I/xD+iXD2aLX95enTDIuKItLdHYPFjKNC0ewRqzbqyKmpwVfrhJ+jE71CApFJ7Mah2Wbho2v7yaquwc9dyZZ+TzSP6axUsXLERLZn3WJ0eDTf3zxLfq2u+bhGZr/2EY5+/Ji9jxkhA5orUvt7J9Hf215AVNhYy6r0CzwSb6+SVUplvNt5GIEOLnfcH39Eg9nAwqu7mBQWwhj/MQRpg7CJNvYU36CzWwi36kvo490OrcyBJNcWb2WRPgeZIGs28oqastlZspI3Eu5HKjE0V6TqrY2YbCI36htIa7jKYJ/OLOrwAZbfqW38GbbkzSPRfR65DfsJcxyOr8ZuqOY1HKLYYKOH56A2+4WrSvBWuFFqKMZH1UK14qTqyPGKXfjZUgh3iL2jn0Lmg0ZM+Ms5BWraMyHIbpSZRSNFustIkeDu9EmbBt5fQVCPAMud8/gj0ipfxOu251EQBFxcP8VF/if5bv8mCIIKjfeVf41WRTkALOmIpqsIig6IxuMgsz+rBYdn/v1z+wvvomjJR6x9FInH9n/7ef8l3M3J+4/iLoVKGzi7//rt/FB7Th6iDUEmwz3InbKCKsbe1weNUkqXfrGsvvQugTH+VJXV0W14R16b8DGXD9/EoNOTejmPguwKSguqmf/iCAB2rDtDbXUjv3y6g6qSGuprm7j/qaFMnN2LmNu5dKeP3KJjYhDPvDCMUHcV9ZUNpJzOwKm2nmtns3F1c6C8rI5dX+wmJ7WIrz7bi8FgxjfUiy5D2lNWUIXaRYtRKccoFZj1+ni8vZz4ZPF2ln+0ix3rznDs18sER/nQoUcE8YnBPPL4EMxmKzKZhPmTe7Dk1U2MG5HYfE02/nCcHz7czYxJ3Xjv+3l888spKqvt9BMju7fjwNZLXLtRyGtPrgVg3YYncG3nzvAB8fToEEpEtA/DRyfy/oIxPD6lNw4aJVpfBwxWC1arjV+2XGDf4RSW/3AUnc7IqNGf0NCox9PFAYVF4M13t+Hl7YzSQcmBC+l8+etJOnYIwt/ThZgoXw4ufhAPJ/vKVSIROHI9i+/22pnpy6saGDbzS85dyQHAwVNDUX0DRQU1vLl8D5lFVXyx5yT7b2by0IzevPztTjxCnOnaIYT84hoOp2ZjdRC4WVvJN7PHMSYpjhB3u6dszNerKa6zG8PXs0soKa9ncGg4l9IKWfHsFCQaCY/+/CsDv/yBvsHBvLfqIIv3HMU70JmM4kqm9k6kpNze/96EBJ7ulUygszOzkxKZ2TeJsV3j6dkumIe6daG4oR6ZRkqsnzfze3dFLpOydPgovh05hrf7DsSqFlk4cQgGpZUnDuwkp64GgH03M6nVG5i4bQ2b0m40f6ffnTjHyaw81sy5l3BPd56L7YvZ0BJKeX3fASaEJOCp1uLv7ESPkNZV0L/hQFE6V6qK8HJwQCO3F5WoZHKe7NGz2ch7/9oBXjy2m8O5OdQYmzhVnsMwP7t+cbVRh0Yh48MeY/im25xWYxssFtbdusaYiBgEQSC3ro6rRY0sOGp/QR0svUadSc+PqRcx2Myk1hVQZqi5Y467ii6wIuM8TbepXJoser7N+x5LGxxqtSZ9q22lREZ7N3/MFmfqDG58nrIfvdXMrwVXyNdVcaYyC4Cbdde4XncFq2ilRF9Issdgurm35GF5qwIZ4TuTWOdAivRWOrkNB0Arc2a0/wv08ezAK3Ez6eQWyZGyH5v7ZTTkY7KZ27z20c5jSa3djo+6IzkNR5u9eqX6bLYW70dv0d/Rxypaqbc6UG6qp1RfwJGCYZisLddMYT2FHMMd/QCUsmCc1W0bjr9BEAS0tyuMVVJHhvq/hkU0gtTvL/u1OZbEDUGR9KfHxdtUMIHO9+Gs6kSTOQudKRVBkXhH3lxLn7/nzfuX5/cv8uYJEg2CrB38RiRtybIXV2APQf9lHuJ/E6KtsfUOqT+C08L/sfPdxf8t3DXy2oBcqbCnN4vYK2xtYLPaKEkrIyzGj6jEUAZMvl3lJAgcWHcKn+hARJuVsC5RPPHFXMLbBzNmVjKPvj0eQ34xU/0eIPdmAUW5VRj1Zg7/epmfPtjOnEHvsei59a3OHxHkyqT7+pJZUIvUaqXf+K7sXnmM+9+bRlGdgbOnMvj8vZ2MmJGMV4AbO7deYu/Oawg+rrz83Dqeve97Ro1JYuGiSfyy8TyLF/2KUimnU5dQKhoNdOoZSVhyJE4RXpw9lEJDaR0dEgJZ/NEuDh27xclLudz7zDAuXW1x5+vMFuoaDYQHe1JS00BtbROXT2byzUe70VU0EhroQe6JbKJi/bBYrHzz+T5WfHUf3ZPsOVDTZvXi6s0CpILIhfN2cfPc6jq++vYAY0d9QqBSg6dFzoxJ3Tl0OYNqLwnZpTXcyi+nXZQv8x8fwIsvjiIlr4zM4iree3QUzgGOSKUSqmt0fPjlXiQSgRxbI7su3mLnxVs8NaY3x85msHXvFQL9XHh28WZyC6uY3r0jvWPDMDtLeGx8L66ezuWtCYOZ2rMD724/wuyJ3XFwVnOtopz5yzbjqFIwr3dnVtw/iZ4RwXyx4Rg3s0sA+Pm+yc0G3638crKKq9CKMt77+SANBiN9wkNwkavo7unHym3naNAbmNwhgdycKhaM7UVNk566JgNrz1xpvtZjflrNqew8Znz+MwaTmeK6eladvERmdTVvHjlERlUVhdV1fLjjGD0DglDL5XiotXQNDCDAzZmpse15vn0vntuwG4Avp43C28mBdaOmcCA/q/k8hdYGjpTn8OK2vey6mcbg6Aimde6A0WLh0V+2I1FCYVPdn1aw/oZao4FN11NoNJnwd2rNgfbM2S3cqi2jTm/EVebA9IQO3KwtIbuhsnnc81V5NDTZ+ODUWTyUDvyamYooinx79RzfXTvHstRTrMq2c4W9mzyU05MfYlJkAm9f2MOKjJNUGRpJr60gwSmEnSXnuFVv1wy22KyU6KsAkMj0PN2hO1erijFZrXyVcoLiGmfeufE9KXXZzfM9V5FL/92fNW+/fvlXzlXmMD2sG2bRisVmY23OWRrMBj7sdC9nqrJ4Ps6+gLNhwybaKNbnszqvhdIjo6EYg9WMRJCyKucSD59fytbC05QZagEo1ldRYayl1FDV3MdkM5DdeBmAlbnbyNOVtHntY13HMCLwA2JcxzMyaEnz/iprAN3ce6CW3ZnnVWYo4UBlCkN959DRtRuJXp+gkLbk5XmpfPFStTbIKgyFWP9E6zav8gHM1rI2j/2GBNdxeKna/WUbs7WB8+VvY2vDCBP1O7DVL+Rq+TMYrfbrJJrOI1bZc84cFDHIJI40GC5QZzh1Z39Rj8VaTnH1M+SUjbrjOICoW4Foq79zXqYLmAwH/3Lu/woE9UgEmf15KHFbhsRxwR1tbA0fIBr2/bfP9XuIVWMQzddb5iFI/7yq9z+Buzx5/1HcNfLaQGCYF4g2+5/VhiARQLTh7OHA4s1PUVZUS1xPezXl9hXH0VtgxIxkPHxdkUilOLvbV2tXTmfi6KxG6exA1/Hd2frzOTy8nfD2d+WNNY8z4aFBPP3aaEI81Pzw2gbMJjN7Vh3npXnfc2LbBQpzq4gZ3glHX1f8EsPQKGWMvac9vfpF8/BjA1n/zUGO7LmBu4uaoaM6MHteHwJDPQnsGMxTj6/izOlMAgPdsFltSKUSps7sRYf4QJxVCnr2iKBTjwj6T+jCsk3nKK+o553XxjJkQBwLHhrImQtZrPx0H7OHfURjvR5BK+PW5XwWLtrGq+9tY8vyh7hyLpse/WOIjg/k4O7rKFRyZj7QD0EQcHZRN1d7Go1mJkz/kos38snKqWDNyhMUl9eRd66QjnFBxLcPZObMXsyY1pPc6jqupBfTIdqf9LwyHvpwI3qjmeJGHYWlNSz9eB+7114kOT6Udq5urFp/mmuphXh72Pmt1Ao5cqmUz+4fzee/nmD39XQ2X00loXswcQkB5FbXIpdKsVSaeHZUbyb3T2T9+3Nw0qqorNUxt1cSe1MyUctkTBuSRHyYD4Pj7Xlfe66nk/jGF+hkVjQae0gwwNWe61ZUWcfYXvEM7xZNcWU9owYl8NyW3TirVQzpGMmQzu3o3zGCMpue67klLHloLJdKS1h97SquLhpW/87I+3X2TI7dykHvDTO+Wc+m6zdZc/oKWpmc2R0T8XV05Fh+Lq6OajotW0ppYwMvrtuDj8x+353MyeWT66eRa6TUNOlpMtm9QJGuHnw92K4ckVJVzr6idBJ9fBncPqKZHgVALpUyIDKMN/oOYnHPYQDk1tdwrCibgoZa+3ZDC9HxxLD23NehM10DAiiqb/2S7O8bSUptGSq9lg8G2MeKd/XjuXh7pfnJwjy6u4WzdtActo2fTqPZxKaMm5hsVnr6BbE1K5W1w6YxMaglz8xZqSLWzYtteVdIdGpHmJMnH/QcQVZ9DQWVUvp62cOJ12qzWXRzLVablTH+vXGSOZNeV0HXbR9TZzJgs2rp5d6TcIeWRH4nuYpZEd2at4+Upjdr6/bxjmJSaBL3R/uzqWgdTRYj5yqzMduspNQWcqAkhS/TNvFx6nqiHDs2j/F1xl7OVl3n9RsPkuwZx7iA7izuMLc5h3BV7j6qjPVMC7Z7yKSCjFjnvmTr7FKLCxMeJ9KxxYtaaqhsRYqcWp9Onq4QUbSRVb+PoyVvM8J3GOMDxrb6LvJ0OXyd9Rl+6gBeiH77d9ezdTg01OVRVLLWhQIHi56mSHcFm2jifPkHZDdcbrlm6iFIhX+N4NhqLW8uwvgN1aWdsFrykAgKnBVhCLTh1VJ0R1Dfi7u6B7LfcgXlnRHcfmrVzNtxMn5OrSXdRFsNYnkPRFGPVOJLkGYAYhtGqcF4HH3Tnfx6oq0O0Xand/jfBdFWb5c2AwTVMJC3VMWLohlRbNur+lewVY5AtNgXL4L7NgT5X4fY7+L/XdzNyWsD10+n2f+57c4TLVaUWjkyCdSU1zF1wVA+fHg5BSkFTHpyOMOm9UClVrBg4EJcg70IirCXxu9YfYqI+ABWXn4PAF2jgW1f7aUkuwzfMG/ABf9wb0pzysm+lkd9lY6D604y+cnhTHx0ICWFNbz17M+4ujsQGutPWUEV6z/bzcINC3j/7W24hXlTU1iJn6uWJyZ8iUeULykpxdhEEblSysofjpKXV8XQfjHsXX+GoZO7k9Q+kPNHbjE82hej0cLbi7bRISGQR574iS6dw6i6VkRgtDenjqfj2mimc3IUj01ZyoyHB/D1psc4c/gWYQn+yOUypAGO7DyZyuyxXblnQmfumWjnrbqVXUZ8jzD2nUzlngEJLFl7jFdfG0tCdABKmZTcjHLmP/IjO395koqKevLyqujcOZTGJiMfvfMzK96Yhq7BwHMvb2TWmM6oFDJmDUzi/MUcHryvH2qV/aXr5ubAr2dTcHRW0zHe/hJ8c3qLVNbwpHbcvFrAmA7RnDiaSYXJQEFFLcl9OxIb7t1MaOzmrOX9VQdQIOVMah4x7X3ZcOYaE7snIMgENAo5FTWNdA8LYGbPRAbERHDvsnUMDAnlyKkMhvWLYd/RNBbOH46gFth84yaDkqL4fOJIFm48yK+56ayaNYnZgzojKgV6RgdjkYh8dOgEp598EIC5/TpzNr+Qjr4+OCgUNNQaSNL6EB3mxQPdutA7PISHt/+K0WqlsK6esqZG5nZMYlSnGLwdHHht9ABydTVM2vAzGTcrmNa7A6kFFXx24CQh7q7MTW5d6OKh1tDHL4Q6o5FqQw0DQ+0eBovNxp7cdCZ0iGvV/qMrx0gtL8fSKLLx3mlM3LOKMxMe59uU09QY9bzaaRDrb1znSmkJL/TujVW04a7SEuXsxWvndlNXI6KVK3jnxBFe6tmHzh7B1BkNfHb5OJ7Ocpb2mQzC7Ry84XZS3QRPH6bGxeCiVKOWKtiQdwZftQu9vaJxU2m4OOFFAM5VZXC6Mo0ZwQPwVeQ3zznJLZI9pefZUnSSVbl7Wd71eTyUzrhqTFypzeDgiMdQy+Rcr82g1FDJYJ8e+GtdUEol3KguQCYzsajTWFZknkIjN3Gt7gaTAkbjrnTHQabhTEUWNuzG1rcZBykx5NPdIxw/dRDfpB+gt8dQ3JQOfJJkr6Dv4PIeLoo7c6Xa0qP1UAbTw71tWbiP0r7jgbCpRDnaaVDymwpxkTuTWfcDXqoYkjzupHUB8Fb5MshrOBX6S3iqW4dAL5c/h4e6G4GOE6kzVSGVyHCQtRTrdHGJx1PpTmHd1zQYruOi6tN8zFXbmgS5tOYtPJweRia9U0mjuvZZrLKuOMiDUEh9EQQ5zh6bkMrseYtRLm1z7glSD5B6ECBvyScVBKGZVqSsYT0u6t7IbeWg34DEeRH1+gMYzTl4Os0Hz6PIJc54uzyL2Ng2J55E+wCi2Fr1QrTkIjP82lww8T8CUY9ozQZLHkiDWhVxiDWPgKBBcP1n5xecPwVpiP3/f6g1/D8LEWx3vWz/Sdw18tpAx76xHPnlfMsOUUTr6sD0l0bj4GJfRZaVNpDULxajwcy2r/bS/94ePPDuZL58Ywsndl+j94gO9B+diG+QO/m3igiK9qc8t4K17/4CNhvTXhrHC8MXkZ9WwrIrHxDaJZJn5i3nvWUP8Oyc7+ncMwJjXRNL1zyMTN6ysh0z316VKzWZiI4PZMi0ZM6ezCCqvol28QE84uvKrdQiuvWI5OMPdrLsh3E0VjVSkm8PcSQmR3HheDpduoRhtdqoq9OhUMjp0jmUpMRgju+6RklxLeNGJzFlYjdkMgk2UeT0iXTmPLmS3evsIYb1a0+xY/917puWzPxXf6ZduDfhGQGEh3iSll1GWWU9VTU6Inzc6BofzPbD19my8zJzx3Vnx+ZLvPiinTrD09MJT0+7F8BBo2TD4jmkpBbj4KBEpZUT7OLEgCeWEuTkRElxLV7hbiy8fzi7Dlxn58HrVKgt9O8djfNtndxGvZGfDl7Ex9URQYC6Oj1+bs789PEc6nUGXJ3sid/tEvx4asV2Atxd6BcXyr7zafToFk5xaR1v3DeMhfcO4VRGHgNiwrmWUcxby/fiH+GGi4uGjkG+DIoJZ9eZVLwc1aRWVrL6tal8c+oCGoUMvcpGr/BgHvj0F9qH+7H7odm4O2rYduYm1iYr7QK9kAgCG+dMQW82U2cw4uPowOKDR3ExKxjVPpp3pw3jm7PnOHI2k+uhpYR5u3H8vvup0OnQKhQ4qVQcyc1h9cnLWPVWvp49Dn83J4JdXHEbqaaotg5RKoASnN3t12bjpevIpVJulpbzeL8eJHj5MDW6PSml5VwsKKJToD8NJiPrM67R2y8EndXEjykXeKXLAJb0GcOp3DzKdTosoo1dI+9DJpEwM6pTs1dpcnwCk+MTWJpykjqTgZc6DiTK2YtAJ2fGBgbjqFSglcsRgCtlJdyoKKNB0kCo2ptdhTcYERB/x2/xui6bMn0UNtGGzmLCW+XM1uybVOqbuD+uC2fKs9mek86EyFjcVRqGB0c3912Ve5CJgX0I1/oyLqBXc4VtomssowOSf3cWgbS6Sgb7QE5DFRvzTnJLdxEzdYzzG0mNqQkZKiIdwpBJZIwPGM2lmit8lruaYX7jkEukLE6cwvPXFjA3/DFcFa6MC+zb7AH8DX808H7K/ZDRfvPaNPxWZH+LWazg8ajFdxz7qMPLrbaH+tifCQZrBDJBhUzSdp6YSqoiRBvAoaK59Pf7gYPlexjgdQ9KqYpY9xeaPWR7S9disRmZFvJsc99w99dvXymBZL8PUMp8OVa2gm4ek1BKW1dxyqXemEULKzNGMTnoPbAV4qC2K5F4uK3kcMmLxMj24qgegUTigkZ7p5H7T2G0FmG16ZDb6sBsX6QrpIEIgv3eFyQtBqvg0LYCh1LZ7c6dEk8Q3BB/pysr2hpA1LWiQfnvQJB6Izi9ia3uDXsYVf076ThFN3vRxh8g2qr/klZFkP95aFwUrf+jOYB38X8Ld428NnD9RJp9tSEAggTvIDdEQYKrpzOjvR9kwLReLPhgMo8nv86hbYmUpuQiVcoZMbcfn25ewNHtl9i07DBGg4Xwdt483u8dhjw4hLRzmWidHcgpbmTTNwcZODWZJU+tYsvKE5w9eos+vcLx9nel4UY27z3+Ew6OKl6P9CUno4zkATHN89M1GskqqodGA01VDUyZlcxXn+zm48U72bL3WSLb2R8+739sf3jmmq0o3OwP4uKKerIb7e5/q9XGrhWncHfXMunRgVgsNo5cyWVIchSrvzzAhR3X6DssAb94fzKuFzEoOpj6uiacnDXUlTfgbxZwsEkIUaqZMrozW/ddobC4Bo1GiY+3M9XZ1TyzeTWhEV7Etg/g0Olcol/z551FE0lo3zqJf8/e6+SUVnEwJYfy6npGdokmo6yKoqp61HI5wY5O9BsSTuduoQR4uuDf1xm/IDcaDEasZitfbT3J7KGdKatp4Ni1LLrHBDO9bxIb150jLtwPqVTCtKd+5LVHh5NSUMaulAweHNaNA5cz2Hkxjc3v3ceeK2kkTvNh65HrJDXW8eq6fYzrGMOpSzn4+jujskgYFm0P3Y7sEM3Mnon4ODoy+/P1PLduN2onBd1CA1l//xRcNGpCp7rSLtCLkup6xr2zkvUvTefDLUdJra3ESVTw7aMT+PVGKgfSs/hi/D0MbReJUiplVKcYzBYrX588i7wC3t16EBethh8fmsTGKzdx0aiY1TmRX2/domOoL7n5NZgsFqQSCZ4qDU5qFa5aNSqNnG0pqVwrKWVkeDuOZ+Xh6Khg88Wb+Ls4Mjrefk9lVlVxoaAImVTCkqtnWDpgDMOWreTdkYPw09oNcL3ZTM8Qu7fl06vH0coUzInujEIiRXWbjPiHW+dI9gnhkdhk1mVd5p1L+3girjfb82/yzIgBSCQSJsXFYbZaeeLADjaMmcL0OHuO3obcC3yRcoghbkk83blFTeWLLnbPzrGyNKSClCgnXwSbHJ3ZRLGulvuPrmNBTH9WZh+h3R+IkZ1kGhxkGqSS1i+0qYd/YnXfmYQ42l+SHgpPUqovNh/v4RFNpv4Sz8ZMocpUzdo+v0lOtdyzKokTkwKHMNzXXk1bqM/DSe6Kq8LuWfqjgVduqOHJy4sZ4RtMR5eexLskEq6Np85ciYvCndOVu/BSBRLukMCt+hzGB85pLlr5DRWGKqzYqDHVopAoCHcIbnVcJXWmpOkqFYY02ru1eAHzGo8gE1T4a7sjl2gZGriByzVnuFhzktT6S8wOeRJ3pd3rZrE1keTSnhrznZW9FYY8UvRyAl18OVj6LU1/olfr7mSXNpwUsowTpW8S7xDSbOQJgsAAv/fb7PffQZCLnX7EavNGdP0eCaBStEPFX+cBtgWb8Qw280Wkim4Iis4gCwSx5XrY9Nuxma8jd7nTAP/vQOL8Vut5mK6BOQ1BkCGaDiNoW8LQYtVUcH4fQdHxH51DNF1GrH8VwWMnYtMv/45p/zOIdjWVu/jP4W5OXhsQfmOVRQCrFaPOSG1pLWf2XCUsPoDakmpWf7Adm8WGTC5QXV7Png3neGvq50hlElLPZxMY5kmPwfH4hHjRaWx3OvaMQK8zEDMkickP9ufc9vPIlQp+uvUJO7/Zj7VRj1VvRBAEvjz6Gq99M493fnqIjSuO8+Wi7ZjN9mTkxgY9hkY9P254BGdXLSb97XyraD+++G7OHZ/FYrHy+ce7uXWzGICAAPuLTRRFFAoZyaM6Um4yU13diLOTmrz8KnYeSSV5VEdMzir2Xs7h0pU8kkcmUFBSw0dL7EnBDzw5lNW/Po1vhCeaAGea9CZcZApivD0wFDXw+Ox+eAS6EJUUwOKPpzBrdi8cw9z4Ze8Vvll2mNOnM/jp55OMmvAZ52/ko2sycODgDWwWG58/NY7LNwp55v5B3DsskXCNE1lNdVy/UUBFUR0yqQS5XMpbP+3j803H+WDpXvYducns939GKpHw4uQBOMmUVNU08uVbU0jLLWfYvK94/fERyGRSrAYr9/XtTIK/D3nZFew8fpOSsjq2nU/henUFESEeNOlMJIcG0SHCH61aQUFpLfPH9uT9VQdJL6igV2QI53OK+PVSCnFeXjw6rCcfTBjO/uNpLPzlEBO+Wcu1wjKW7jhFVkkVC2cNRSGTseqZKbw9fjBvTrXnpPUJD+WpvnYFj4d7dmVet05YRZEeX32HYIXP5o/C2UFNh2A7FUxpZT2ZZVXsSU9ndLtoJndoz0dTRuCkVvH2jkPcv3IL45auotvipZzNKOBKejHRWg8E7Hq9Op2Zj8eP5FZpJekVdu+uVC3hSEk2P928TE5NDQN/+Z56o4G9henMje3M/oxMBn//Awczs+i/bDnTwxPxVGt55uQO3rl4qPleU0llyG57y4YEtGN2VBcc5EqeTRiAp9qBT28cYsr+lWxMu4nMzUCjzYAgCMS7+vFmx3uIdfHjemMe1j+QpT52bhWnKjLQGc3syUvjsWPbeOXcblyVGp5PGMq82G7c498ZtVTBrdpyXjm3CwAHwQObVcLJ0pxW420eNIv631WTZjZU8GV3O49iezd/FnWagFIMx1Phy3BfOylzmaGCb7LWAPbq1BcuryFbl09KfSqbCrcR5RjFa7Gv/+kzJbuxAK20mmSPgXydeYxTlTfRyBxIa7gCgLPcAwEJTRYDn6atwkGmxkPZWuHgXPUVTldepFhfRrmhovXv3GZhV8keFBJHHOStlRQE7qzejHXqyEPhLzLGfyZGcypZdXaZs1rjVfLq12IV7zTyLtfsps5sLwCJdOxBf+/5zV48nfEqmeWzWrV3kvvQzmUKPs5P/el1AdDrd/1LFa+irQFjaeKd1aK/Q3nDCkrrl/zp8X8FBv1WjLpVzWFdQTsPQd7iIZZqp/3bDbw2UfcCyHztnjzlwFaHBI9f/7GBB4C8I4LrD7+N8t+e4l3838ddT14byL6S26pKp7ZGh5u7A/p6Pd1HJrH50524BXvx8Jdz+fa51Tzy4UxO7rjIlb0XmRP1BI5uWo79uJ9fKuzknl37x/D1Kxvp1D2Ek7uuscvNgdTrxah+vYhvhDddhndk5oKheAW6YzKaeXLwe/xwaREuHo4seG0M+dnf8+aCNcx9fDAvPfoTrhYT1RUNvPvzY7h4ODI8+EmcY/1Zt/u55s9wYvdVdA0GhkzqSkigOxs+2sWEiV2Qy6W8u3hSc2Xj7Hl9mDG7FwqFlOxbJXSO8sXNy4n7Hx7IrPv78fCCn/CUyzm5+wZxPcOJaWc3Ng4duMnRfTd4bdFEtqw/x+Hd17lyJpsV6x5h0ZubaazTM2ZQB179+FfKqhvxcXOknacb9w5LZN/JVLKLq1i74wJWrESHetElPggXFy2Hj6Ty0Ye7CfR1YfupFIwSkZu5JThIFXQeGkhdk55lq45z3/Re6IoaSO7VjjMnM6g1mxicEEOglwshEjd+2XqR3XuuEx7iwQNTepJbVM2JC1kMTo7m5PUczFcySe0WyrKXpnLkaiYRQZ7MH9iV6sYmMvLKya+rZ+kDdumlXu1CGPv8ckI8XFj/9my0ansuX5cQf5RyGXP62nMRZ3+wjigfd6w2kXu6RnPyajYJob7suHSLs2WFRLl4kFNSxUODujG+RwLF1fV8fOwk+9My2Tl/FjfzSukaGcgbv+znoe5d+O7YOd769RDFpgZstwudF40fytHsHI5kZPPSwH4s3nmE54f3Qa2Q88SAHqy/fp2tl1KQK6Wo5XL6RIby7YnzOGlUvDC4D2dzC0gtrcBdq6HAWEf6jUpmxScS5OjM24cPs3XCDNKqK7haWMqMpI4A6EwmHJUqBoSH4eXgQF5tLT4aR2a2S6KDRwsP4bTIljwvN6UGN6U9ND4/2l6JnlpbzsjQWDKMxRwabidJbjKbePLwTj4fcA8vtx/G1F3reeb4bp5L6sVPty6zoGNPYtXhhDg5svjSUZK8y3kwvgtLM/dwsiKdWdH2XMPBvvZkdW+1A3187fmFG/POMMAnls0FZzEJyfT3tlcU5upKuVqbRXuXcCw2G1+lHiPG2QcPlZ3QukBfxqre8zBazdSZmnBWaGgw6whS+yKKIvPPP4en1kqAuiv7i9MZ5m/3iColSk5UpHKg5Ap9fDwZ4GUvpMhuLOHjW9t4M2EBfuoQ3uswn2+z3uH+sOdIdO0NQKxzV95PfYRR/nMJ0mSh+V1VrMHayMb8hXirgohy7kSYQ6dmNYnfYBEtlBhKcVYMwl0V9ru+ejzVnVBLW/PTKaUqlFIVHkpvao0CEol9PA91Dy41LMdFv41wjTOemhav6gBvO5FySt1BpIIcB3l7Cpuu4qeORy1vh6/z0xTXfohaHo2rdhSiaMNRTEUitK232tD4HaLNiNF4HFEagRUZjoqWuRub1iFXDkQi9cTctBapoicKj21/mWPm6/zEnx77O4jWSsCIQjsLq7IHEvWYf61fG8oc/w5IPHf/6bF/lbrlzn4CSO2LgD+qYfzHcDcn7z+Ku568NiCR3V71iiKiKCIVBJr0ZkxmK5u/2INEoyJ5aAJ5V3NxdFST1D8GT08HQhPDMVusPPLZXKa8OJZDP59E32ig24AYZj41lOhuUVgdHIhLjmLOmxNpqmvCZrXh5OWCq7c9Z+S9B77nxR8fxOV2teiRzedR6fWUFNZgNlv5Zt3D6C0iuDvRrmMw3gFuDJ7ag0WfTGue/8m919i09gwNdXpWLj/G7lUnkankOLlqOHkinW1b7aGpuromlEoZWq2SguxKvv94DzFxAZw5n8XLL66nuryeOC9XDmy7QnikN65aJdduFFJd2ciaredoFK1IJBI0cilpacWMHteJz1ccJiYpGFd3B3Kzy5k6ohNVlQ08vWA1uU2NXLtVxDNzBjB1XFd++nQu29c+wZdrj5FXXE1jo5Ee3SNI7BhMfnE1U4cl8dm6owwYEItVInLkchZWKfTsEo5EIrDvxycwmS0YbVacFHKm9O7A8es5vPHTXkYPbk9gsBuXUwqZ8cHPlDQ1YnGW4OqupU5mJr6dHzP7dcJZq6JnXAi1Oj29Y0K5mVeGs4uWpQ+MY8meU5xMy8XFQc2BLx5GpZA3G3gAsf7ehHu5c6OwlK5vLMHFScWQzu349OEx+Hk6YdUI3De0K3mmOiLd3NEKMjoE+jK6axwpBWVM/HAVi+4ZzLPderJk10n2X8tArZCTUV3FodQsDj5+H33iQnllcD++n29/ID+1Zgcf7zrOLyfsXI5+Lo6IQNfvvkGukOLr5sRDfboxMjaavOpaJnWKR66Q8O218ziqlLhpNSw7c56u4QEkeHiT6G030uI8vBkWHMlrJ/exJyedgrp6Xtpt99qOjYtl97zZCIKAXCph1qZNyK0yunoHopS2GBtHirLYmXWL9j9/wruXDvDa+Rb5pM1pN/mg81ieiOvDk/H9mvcrpTIGBUWglMrwUDmwf/x9xLh5opDKMFgsVOh1NJjMNBpFlvedTGZDOWHOruwe9AwDfeLIbmgtrbU64wIuKikfXD2Mu0ZGR09fXmw/DD91S95bV/cY5ofbiXNlEgnr+s3DIhrJ05WyIfcMj5z9BoA12WdYdGMnAMcqzyMRpFSaavi44xvMDJ5ER5f2NFisZNTX89mtNTx79UXUUhOjApI4ULaPc9VnuFVvLwR5t8O9HK3Yw6vXH6OgKYOeHsN57caPWGwttCRPt/uUWKcuLIhqnWSvlGjo6j6GWOd+lOlz2Jj3KmtynsZgbfFoqaQqRvmOwPQHAuW1+T+wqXANfwUXZTQ+mpYcxedivmd8wP1o5SEA6My53Kp8B5lEgUyiwGBtpKzuK2r0JzlZ/j0N5nIkEhVaZUec1UPQKn8z9q2YLNmIoj3aoNMfxmS2e1XNllwU8q5oNKPItvqTVreOvIatreZlM2cgivbPKNrqQDQhyNrmavxXIDZ+h2g88ucNDLsQG5cjCA4o/0UDD25LhTl/cFcL9i7+T+KuJ68NhET7kHkxx652YbViMVvpM6EDlUV1GC0i4ZHuHNh6CZlcxqjHh/PtqxsZNX8AASlFnN53nZjuUeiNNt6duQSpTEr/yT0pyShBkEpYdfxV1i09QGO9geikUPxCvZjf1a6BeXL/DU7tuERDk5muA+1J6Ic3naO6soHwCB9i2gditVgZNrcvbhp7zs+Gr/YjmixcOJxKWIw/Op2RKyczSMsow2KyEBgfQGSHQB59fiSCIHDPqBaC4/n3LSci0hvBaCE6zIuXPpnKxAlfoNCbcdWouHwui2feHodMJuXkoVT2H7jOiWt57P3pNEpnNZIId06ezWTy1J4smP8Dl24U0KVvFLFRvgyf/Bn3ju5EQnwgqzedZcrsZASZhBXLjmIQbbz/5kRu5JSw6tfzTLunMy5OahoEC/omM3Nm9+LI+QwOnUhj+rBOHDyfzurP5yEVBCQSCQ7allVst4QQHp6QjI+rIzKZlACdgQAPZzQqBXoVvPbYcL7ffZaq6kacFEoeXbIZaa2V7sOCwCry4ML1XM0spnfvCPpGhVFfouPFCf04dCMLjUJOkLsLADKZlCdW/srIxGiSo4Kp1ukJcndBZzAR5eNJtL8Xp0uLiKuxG02f7z8JNiiraUDeAN892ZJMvf7kVXZfTqNvXBjbz9/E092BrEuprH58Ciq5jMeG9mTz9RSUMhnXb5Vww6Ucd4Wa1MJyOof5U5TRwK9TZnEsO4ei2no0CjnrJk3GS+vA1PgW+gUAmyjyaO8eDL+tchHv501QsAv1FiO7r6fzVq+B7MpOY/PVFG41lvPBwGEsPHuE1cMmcSizdZgTINrTk09HDMdDa/cMlTY14KOxL0gy6ypZe/U6b3YaSu/AIIzWFgMmpbKcBE9vvDQelOkaSdNVEOnqwbtnj/BUp+RW+Wczojugs5pwVavYkXuLh+K7sTHzOsVNDewc8hiDfl3GuMhwigyVXKrJZnu/Z5Hf9kRlNpRQZM4nRtuOeUGjOF9RQH/fCFSy1jlyv8d7Kau5WpeOo1zFON9hvBpvDzuuzT3D193s/88LncT+shNsLtzDg+HT2FNylNkhPlhEK64KB7SySIb7dSHSMQKJICFY+xwKQcnBsutoZEpOV94kV2fj6y5fsL1oPZ3cejIn5J5m1Q8A+e2CCQe5S6v5CYIEf017DpcdwyYWMtLvWTIbzzS3/w07SrYR55RApGMEbgq7Gom30pcwbWRzmzJDEd4qfwAMlmokghyF1PGOa+KubqGskUuccVK2UHD4qWMptw1AK49kcsiXrfpplS38a4Igx8VhRjMlisF0FQQpCnko9Y0rkMvCcVLOJNHzTSSCHNkf1DDUzq81/69wePiOOf5jyOPv0JD9PQTtLEy6Fdia1qB2eukfDf1f4Z2zNXyEIG+PoBry943v4i7+i7hr5LWBDv1j2b/mdIuQss3GsQ1n8A3zQrRa0Lg6MHROP/Q6A+ExPhxecZCNS6xonNSkncti5btbcfFxJaRTJEd238DJx5Wdmy4hiCIRXSO5eDydnLQSVh5+CRdPJy6dzODAlouExfox9eUJSFRyNq04wagp3dDrjDzx/lTcfOyevoryen756RRzHrXnaDTW65n93Ejcbx9//40t9B4Qw7gH+qNvMPDJ65vx83XBYLF/lt9rXTo6qvD0cGTwoDhUSjk/frqXIHcHIiJ8CAx0Z9+JNPKrG4mPC6DfgBjik4KofvJnJj3Tk/j2Qbz/9lbWf3eU8dO6s+SH+3FwVfPyyxs5djCFkGAPvD2c0chkuErkKLQK9h9JIae4mthwHw4cTsE/1I34CF/iI/xYtf08U4YlYbOJmIwW5s7uzdWsYnzcHVGIAlfSCjl7OpszF7PZutJeHVdcVsuI7jEIApRVN5BVUsWq/Zf47mk7pUOfsCC2H7uBQiOnoKoei9FKr7gQ0rLKGdCtHY1NRqYP78QcWVd6dAjFZrORUVRB31e/5eWJ/XFUK3ly6Va8vJ34+sHxvDS6H64OGg6lZHH8Vg4TE+P5YP1h1r82kz6BwUR5ubPu2BXGdYnl+wcmolUoEAR4cIg9OX/H9VtIBIERnaL5+fp1iguLOFdWhKuLBqmTlLzqGiI83Yn18CRmUF92pN4iMtCdzIpqPt19nOdH9GNAbDjTe9gN9ZcP7Edhk7Jg504+Hzmy1T18Pq+Qc7mFzOqRyCun9tMgGJke34Ft6amUGXQMDg3n1+upvL33MKGBrsR6e/F4j+7YJCIrhk7ATa3Bz92BB3dvxV2qJbemhhf79qG9jw+Z1dW4a7Q4qpQM3racc5MeZcutVGbHdKadgzfHyrNozDYyKy6JhScPMyk6nmpJPUWGOiLx4FRRPreqK3ixWx+cFMpmubQVmWeId/Elq6GCq9VFLOpk96YkrvuCrSNmEuxkz1EbGBTA+rwzfN5lJmqZghfObSPaxQsXtYx2TgF09Qqis2cgtSYd2/Ku08HNDz+ZMyuyDzLIpwMBGg9OlGVxvjIbhaKJwgYLHyQ8Qa6uhqNVx+jtYb++ewY+3coIG+zdC7zheu0thvkOINopjIUdIu54fhTpi/gx50eK9EUsSliEq8KVALUHFcY6zlelc2/Q3H/5WZSvu8XJym0M9rmPMmMh94fZK14T3e65o62vSkFp0xm2Fa/n0Yin8VMFMNKvZXFhspn4KvMdXoj+EK3MkRs1P6KReRHrOvMv53Cj7gQucv/mbR91JD7qyD9tf6x0IYHaZEId+1Ne9zFeTgvQKDvh7vxkcxtXp2cxW4sAUEid2Zc3gB6+y3FUhP5L10W01WE1Hkembn0diqufx1E9FEf1wDv6CMqefzuuUjvnjn1Wwz4k8gQE6Z0Sif8dCMrB0AbNjGitQKyZh+C+BUH4f/AVfZeo+D+K/wfvoP8+9q44cQdrtmgVKc+vREQgpks4Z/Zc5fr+S3gFelBTZyAoxkJDXRNzXxtH39FJfPTkah54fSz56SUsmvwpUh9PHn99NJHxgYTH+hHo48Dq93/l3qdGoFJI6T0kjh8/20dBTgVB3g7Me20ci+Yvw93XhcsXcqitbuKRl+7Bx8+VD5fN4czRdPvEHDVkZZXj4etCbloJ8iYj33yyl5WbH+fp8V/QbWRHUs5ksujxVWw49RrvLfyV2Dh/kpMjEUsbuFGdTl5qMW4OKoryqvDzduLV9+4lO62UvsMSeHXhFlRKOVFRPrz30U7kjkoWv7qZQVM6k5VeSlSsP0s+2gNaGQP6x1KWU0Vs52CefGoYFouVIH83Dl3M5NTFLNw8HOg3NB6ZzsL2fVepE6z4yFU8dSEHV6USpwk9qa3T8936k6TnVbD24zlYrTYuXc7H292J5x4dQlpmafN38ubHO8hvqKdRb0Cih7dfHMMbswY3Hx/SK4Ygfze+33wKV28XDh2/hVQZiEwhRRAEPlt7lDB/d6aPsOfUCYKA1WIjQK7hwy1HsQkig8LDEIFJb6xk6VMTUMllDG8fxbCEKCQSgQ8fuodxn69iWlJ7PDwcyMurZuK7qzj6QQtNQ3JsCCaLlff2HmVez04cuJXJMwOTySmvwcVRhZtWwwd7j1Fc04DJaOWtzQfIstTyyuB+dAoOwILIuIG9cHVUkV5RSV5tLQqplJd79+XpX3by7MDezedatPsI9yRE46ZRI5FBjx++xWK1ciQ3h4yqKh7u3IVOvpO5UFLMldoSYtw9ebe9/ZoVN9YzfecGKnSNXJr9OBEu7kyIjsNNrkEll+GoUvDg/s108Pal0txIfbkeb4kDTWYzpwryGB0VTe+gEE6U55BRZSdLrjU38ci+7XwyeBhhTm4YLGbCXd0YFxVLrUHPk53sYUKzzUq9yUhmQwVnynP5rFsL99ovI6Yi/V3dwC+Fp9HIVDxybCszo5JI9HVBFKy4qZU4S8FZoeKT1B1szDvH50n34ae1L4AcZKpmo81L5YivxonT1WloZB5crc1lZdZpZIoKHg63h8Z/b+BdrE7lVOVVYp2DcZSpUUuVSP4gm3Wg7AhuClfaO8cxNWgqPioftDItxfoidpWuZaDXBH4pPEKyZ3uevPwxXsoyHop4Dk+lN4fKzlCgL2N2SEuYMF+XxqnKnfTyHEe9uQiZkPtXjy28lYEYZU68G78AQRD4PO0pVEIuD0ZtsT/DRBsLIt9CK3Ok2phOJ4+n/lT66/dwVfihlbUuAqkzFaOWyMmsXkisV+vwcge3Wail9tBliGcLWXFl/Tdold0xW7KRSpypb9qAr7tdGaRvwEaUf6G3+keItkpsxuPwByPP1WE6cmlgSztRxGxJQ/G7wol/CtF0CavhAFJlbwR122oZ/xX8qfdP4oHg9MYdBp5oawRBgSAo2u53F3fRBu7m5LUBnxB3u4EnCCCKSAR47LMZiBIpCmwIokh0QgBz355C7wndeH3tE0x/ZQKOEis5KUXo6vUsXP0wWz/fSX1JNUq1iqcWT+Tr59fi7Kalx6A4Hlg0GaWHM08NXMiRDaepLanhuQ+nkJQYQEFaMSs+2sVzS+fy7JI5THtwAJ06h7Dpm4PUVTfi4eHIjAf7AdAlOZLQCPtq8Ob1Qq6dzcZDKcVkNPP9gRdw8nTEMcidKY/YuZamz+zJmo928+j4L3lu8UQ+X/UAGq0Snwhvvlj3MHOeGorJaCY43JOFz6/ngVm9KS2o5pMPd5KaUsxDTw5hxebHcXLWsujzGXTqFoZ3rDe1DQZOnEjjq+/nkV1Vy2uLt/LQi2u5mlLIwzP6EBfpS319E+4uGgqq66ksqsNQo+eNF0cTEuLBqBEd2Lr7Cq+8s5k3nxjJ2o/nAHD2Rh4FtXVU1DZSVt2AQiXjwcUb0BvNmCxW9JUG2gf54OirRaOQ8fyiLdTcFrB3d9GSnBjGj+/M4EJqATHB3ogNNh4b14tfj91g8vBEOsb588GmI4DdyHt2xgBmDO3Mm1MG8dbYQRSU1hAT6EV0kDdnU+3VD98fPs+ibYcBcFAqqC1qZEz3OPbfyqTA3IBELsFqs1HR0JIzpZBJOfHsg8zr2ZlGvRGVXM6s5CSul5RzKiefnoFBiBaRhCAfZvRO5N528SSHBjM+MY78xjq+O3+eRYeP8cb+Q1Q06Fi45zCXy0ooterw0Wo5n1vIxG/XcLqyALVSRlp5JScz85mdkMi5+x/h+1Hj8NBqcVSoCHNxo4d/IM91700HX18qmnTsy8nkm1Pn+W7gOK7MeQKFVIqXxoFt11M5XphLvLc3hwqyOVSYw/WqMoxWC3sL0ilvbOJEfh5Lho/CQWF/+bzUuT+vJvcjpbKcC/V5DIkMpYOHH1eqivkp5QofXzjB1L1r6LHuawoaaqky6ijV1/NT5ln8VC48HN1itAIcK09n8t615DXYK2L3DHqO4f7t+an/ZHIbargnOI5RQe1J9mxHOxc31DIJN+sKUds82JbfIuc0MSgZnclClUFHlLMXU0K78Xmnx7g3NJEiQzGzIpLo5BqDu9KFWlMTD51dgdlmRW81sangNDfqCgnU+NLVvSPd3e/UU/VQeuAsd0YmkRHuEM6Tl77hcPkZGsyNjA+YRKG+Ag+lhrT6XCYFDCS/UYGr3G7YdHCJpr9n11bjeSr96eo+lEBNFMHaOGaH/LXeaJLbAHp4jmv21E8KfJSuHi25uukNV9lessp+TUvfIr3+NGbbnVW0f0SoQye8flfMYbLq2JD7MFYkuKn73NHeWRGEQmovjrCJVqy3c/KkEmdELNQ3bUOj6t9s4AF3GHi6hq/RN21pcz420UCDOR+Fy51ULGpFB2TSltw4S8MiyspHozccAG7n9v1DyJxeRKqdC4ou/7jvP4Vo04FYZ6duad7XhK16FmLd69C07n98Dv+jEEV7hOw/8XcXwF0jr00oFPKWm1EUEa1WDq47w5gHBvLqzwv49fvDpF3IZO/KI4x9bBiu7lrWLNqCXKMkoXs4Tm4OWMwWsq7kMnBqMp8ff5OeI5L4OesLBEHg6PYr/PjOFqryKhg4tz8qVwcMehOnd1zk8tlcghKCqK7SkXWrBKlUQml+Jd8v3Ioowq5VJ/nguXW8/8J6vn5/FwmJwahVct57ei2RcX5Me2YYo+f2Yf6QD3n/6bWERXjToDORkV3JxrWnWfHtYfRNJuQqOe5eTlw8m8XZq/lYRBtzZ33LI/N/4MF7l7LyuyPgrqFP/1iCfFxIiPJjYLdIIsO9eev97fj7uBAZ5cOYCV0YNCAOm0pKmcGIIJfw+mPDKbpeyrvPjuatT3aiUsqprNZRVtFAr84RVOsNJPUOJ8DZkZKyOuLb+fHlhhOICgnuPk7omoysXHeKhkYDl28VkpZXzvajN7iQWsD819Zi0ZlRK+V4ezix8NlRSFyVeHg6klVcSWllPanZZew9n8bVrOLm7/TJe/uyeMFoosO8eWXlbnaeTmHRigOcupmHj6s9J2nlznM8sWQLMWE+DEiIZGDnKKKCvDFaLAzpGsU7Px3AaLaQWVrF1J72Vbibk5bvn5yEQi7joX7duLdLApP7duBYWg4L1u5oPv/iTYf5dt8Z9CYzBy5koJXKqWnSMyI2kgaDkYcHdWdAfDjpJZU4qpTEBnoxZvlqbKLIsHaRJPr5kuTqQ5KrD+PiYxkeE0WkhztyncCLu/azIzONV0cOoKyikdzKGkbEtWPVrEk82LkrpwvzKayv49e0VPZmZjBn7Sb2p2dyOquAq8WlTFj3M/tzMukWGMA7hw6z9PRZxq1eQ3Z1NeeLizhRnIvFZmNqdAf2jZ/L1/3HMjY8jre7D+HotPs5X1xEg6m1VFVqZQVvnTiEn8SDEK39Bb4h6yo/p13mq0GjqGo0sHPsbG7UFvPc2W34a1x4r9MYunmF0M7Zm1MleezKvQXA3IhkPksejf9tj5ynyhEBAblMwgfdW3tyXr+2kRpzE8u7P8ShEU/wbud7qDY28MKVnxBFkbev7OazFDvty6nyLDIbigjR+iATZFyrzebZaDu3pINMyeiARL5K38+NmgJu1NTwbZdnKdPr+T5rO/XmO2k8TlXkcqjsVvP2M9H3opTYKDGUEO4QyWj/XtSaM7hQc57enok8GjWLxy4txmwz4650IUjbOhyoszZQpLfnRW7M/4SLNQcobMqkzJDH52n3UWVsW88W4FbdQQqbTnG15iS1JrtXNcGlG3NuExyPDV7Dyar9lBny/nSMP0JvrWNl9hwEZMyP2oZa5o67djgrM8dgtN55PQCOlTzL2XK7cerqMJVq3c94ub7ztx5EubI7cvmd5NgAZkspFQ0/tHnsj5A5PIGPx1p0TRsQTecQq9tW1PgriKarIHFvRX4smi4jNv11Qct/CfqfERs+bb1PUCNopoHzYtDMQDRdQrTktj1XczqiYe+/f1538f9b3DXy2oDFeJuzyWYP2YoWK09/fR/3PjmMD2d/yfiHB2JoNKDQqHik70Ie7vk6FlHEN8qfb17dyIrF2yjJq+Srs4t4dfZ3fPb4D6Sey2we/9mPpxLczhe5SsHhHVfZ+NUBqkpq6TUykVlPD0VX04hWKuJ2u8K2tkZHWbWO9Gv5TF0wFKnNxq3TGVSV1gIgkUhITy3m5dnfc/1SHudOZ9KhRwQdukfQf0g8y1Y/SJ8BMSgkAmVZFWjdHKhsNOLp64yjg4p7xyahUcpZ+O5Ewryc6Dkgmunz+rDgiSGIoojW04GQKG88fe0v2fgYf1xc7BQP61efItzPjeceG4qvjws3bxUTFx9A/yFxLPvmEG8tGEFaVimOWgVOGiWFuZW89/xYasoayKir49j5dA4dSsFBpcBoMuPhqMFsttLQaGDBK+vx93Di9fnDePuhEShEgYem9uKe/vEMf+pb3n5uFL27RTKwUyRTBnRkZM844qP80BstGM0WLFb7aq6spoGbOaXcyinjZmYJfeLCWPrcRIZ0akefhDCKqupYvu8c1Q1NSFRS6nQGfjl1jWmLVmOyWjiTUsC6g1dY+9oMRr71Az7ODuiaTLyybg82m4hCLiOzpJKr+SUcupLJ1qupFFTVsXr+ZAByq2rYm5VJenElOy/e4sv7x+DhomXuDxtZf/oaW6+l8vym3Ww6d4Ocimr2XE3j1Z0HGJ8Qy4CvlqOQyWjv58O83p15oF9XbpSWsebkFQIdnTnz0iM0NBpwQcHsDb8wpUsCXUMCWXbqPBtv3iB5+TIOZWdTrtMR7e6Jj9aRfhGhrDh/mUPp2XQLCECjkVHfZEQiEVCppER7eqC3WqjU69gzew5mqY3L5cWoZDIq9Dqq9E2AnRdv+C8/saXwOpLfcW59euU4MpnA+rFT+Kz/CMZE2ilGvuw1jsOTHsBBrmR6TEeeP76HQ7l5LOs9heyGSj6+cYhGs5GTZdmYbFb25mc0c+Z18Q5EJml5XL2UMJIQB49Wv9s9xVcJ1nihkqha7dfKVPT3SkAQBBbE9qXOVkqjWc/nKQf5tfAMF6syuFqbw31hI9lUcIQfsncik0gZ7BuHTJCyveQA/X3aYRNtpNYVkd6QxctXV1Kib9HvzdOVY7CamBXSkgv2XsoartdW0MujN2abmccvPcw4/zHMCpnMD7lfY7BV8lTUTOQSe1GIVbQXquTqCjhffQWwK0xcrjnGAO+pCLizJPM7CppSqbN48X7ah3/6DHOUe+KjikclD6faVNFmm3lhbxKguTO37kL5YhpM+XfsV0udCdV24UjJ81hs9ntALtHQyX0mxU3n72gP4CAPIMHtgeZtjaIb0t/Jdv0ZFIpEZPK28/6U8hAivFb97RgAgsQRubIzHm7fISi6Irhv+Ns+orUKq75lgSYadoL55h8GVsG/qNf7TyBo70dwerP1PkFAUA1DEOSADbFxCaJuWdsDiHVg/XPj//8EfkdP9j/6dxfAXSOvTaReyPzdTSIgU8p5ZugiHuvxKslju9JtaAcc3R3IvJKDXC4wbHovjPV6pj97D/1HtsfV04myvEq+f/lnxs7pzezXJhAaH9jqHGMfGMizn83g6fcnIdOqKMouJyw+kC794wiICUShUuBxm1blrQd+pGefaF7+ei5mswVnNy0NBgtlJXXkpJeiUMuJivRh4D0dCA1257k3x6L1cGTb1ksAFOVXERrmxfBxnXj+3Yk8u2gCb386lRkTluDm6YjBYGHd14dZ+t5uHF20dOgUyqJXfiEu1h+bTSQzq5yaOj2/rjsLwISxnVj4/g5sNpGwCG88vJwI9nPF092BJcsP88LbmylraKK4roHFi7ezeddl/Lxc6BjpzzffHUYqlZBeXs2g5GgOnskgvagKPxdHln9/DJ1g4ZNlB5g3vRfeno6M6B2HXCrhyq1C1u+4yKmbeaw7eBmtIOO7jSdZu+ciX208wfcbT7Pv1C1GDUhg3c7z9IwJplOUXXheJpXgoFYil0oZM6A9z0/uj1QiYdrwTvi4ORHk4cKtwnIuZ9pVH349ep3i0loaGwyM753AfSO78ujYnqSXVTC4UyTtg3y5mV9KZmElAGfT8jl+I4cZyYmsXjCVdp4eHL2ZjURiN3y2XUphwcAe1OkNnErLY+WpS3x3/DwmbIR4unLw8Xk83rcHWy/dJKWinAqTnkGhYZzMycfPyYnBEeEkhwTjqFKSW1nD69sO0Ds6hEHf/ojJasVJq+JqcSl+Skce7t4NJ5WSotp63BQaPh08nPcHDyXJ148HOnbm3b1HKG1sZERMFM4aFR4yLdsmzWBO+44gilSbDcT5ejGhYyz1ZhNuajUvd+3H+8ePczwvjy2ZKay6cZkx61fb782eAxgTEYtabjdUag16ll+43EytUmPU0+nnJdSbWkTWnzqykw9uHuSpzsm82LkvUkHCsusXWNl7JhcrC9hRcIOuXgFoFQosoo179n9NaVM9hY11mKxW6k0GzpXn02BuLdye7BlFoms4H107xPXqYg4U2+WtlFI5w/wSOV2RRrCjG4N8OmARrQwKCKZQX4On0pOqJjk+ajcGeHfiHj97gr5cIuOhyAGM8e/DQ5GD0VmMXK7JIVDVDmeZCy5ye0iy0ljNT7nr8FQ6o5TK2VNykLV5m5BJGjlReZlGSxNyiZxx/hMI0NgpQDo6J7Mq9wjtnEKa5//wxdfIbyqmsCmPYn0hHkpfenneQ6khDxsiia4dmRo4llOVW4lzimaU7wBu1h2nyljI52lzWJ71NBabiWpjAX7qeMpMjYRo4whzaEetqRKDtanV9cpsuMyq3DfueP55qDqgkDrfsR+gyVKFwZJFndG+aLWJZtyUoW1W6AJ09nwGR7k/omilrP4bMhpPU6Q70mbbv0J5wxqstoa/b/g3EAT74lS01SHq2jYUbdZsbKYWo1WQ+iKazrQeRx7zX8rPs9U+g2itQrSWIorWNtsIf1A6aYZuKWLDYgSnVxC0ds1rURSx1TyAaE6191V0QWijeKTNuTR8/I/nfxf//8NdI68NdBlsp6EQEUG0YbWK1BTXoNIqcfVzY8OHW+k7oTvvbnue2uJqKkpr0FsEZnZ8Cb8oP5JHdmTjJzspySknsU872nUKA0HgnfnLWfflPpYv/pXnJ9tZ2W1GC++tfpDpz49i1+pTvHb/cq4cTaVdUgjpNwrZuPwo4+/vx+Pv3cvZY7d44b4fmPncSExWEV1tI5+8sIFXZy8jrnMoHXpGsm7NaaaP+IQp8/oQHmz3dOzZfoWP3tmGQiln15aLvPXSL6xcehCz2YKhycTwUYm4eznSoUcYj70wkriOQZy/ksv8+5cjkQgM6NWOmCgfvNp5k5NbgZenEwtfH8+E0Z9iMJgICHTjh2VHuH9qMkvem4qbqwaVVIKuxkBExwBeenw43TuF0blrGP7RXrg6qfl12cME+7vRpV0gYS7OxIf78sJjQzlxPovjJ9KZ/twKZBo5CAIfrjzEy+9vw9VBzfRBnZgxrDNhgR7U6w0YdCam9kukR3wIn604hI+PE4/O7kdWSVXz9+nupCXS34P4CF8Gdo1ixvtrySiyG2jOWhXT+ycxb0BnCkpqeHZ0H9JLK1l16gqjBiTQZLUQ7O3KC9/tZNv5FCL8PDmdnkeUnye+Do6sOHYRT3cH5g5uydf5ZNY9+Hs6s/9GBnU6A2qpnCazGasM1CoZER7uxHl48vN9U5jUOYEFK7bzzt7DXC4owWy14umipVBfT++wYMYlxPDypr3su2kvtPl0/0meGtiTkroGFg4fhINSwT3x7XhyUC92PzoHtVyOCPSNCOVifiGPbv6VN/ccBCDB14edD8xiVqeOjIiJwsVZiSCxc9X1CApGZzYT6+LJyI2rmB2fxMDgMKr1erQyOb1Dgqgx6ymv1rE3K4PkELux8sX5Mwzxi2L0xtVcLSvFRaVm64TpRLrY773CxjpGh8TgpFBxqaKQWqOe6TEd6ecTQYPFgLvaTpsR7+5Doa6On9Ousys3necvbOO1zgNQSmXcF5HM+syrPHhsEydLc8iqr2Jt5mXuPfoNN2tbQvKOcjXjgxNZ3OUeqo063riyiY9StlOqrwVgc8FZXrqyBo1Uzbq8U9yqLyK3Xsel2lSkslosNiursk9TZWykxqTjmUs/8OjFj+jkFoNaqsRRrubrrvPp6RlJlbkCtcyegyggYBUl7CmxGwbtnCJI9ujK8zH3EeWkwSwaqTZVo5U546n0BCDRNYHX4x7mTNUVak31ALzf/gWCNH7UW4oQqGF1nr2goZ1jb5Zl/8zN+ptsLd5NN/cxJLkmgWjgWu1hXBW++Gt60N51GDKJgq2Fb5Kvu8756kO4K+zEt/tK13G97nSr51ywNo4Rvg/e8fwLcRqB8k+MvCBtZwRZArLbx48XDMRJ5oK/pnOb7X+DiBWDOYcE92fw1w5tdcxia8Rq0zdvl1XOwXRbf/Y36EzXsNp0f3mOv0J97Zs06X4XXhUNiNbsO+dpyUKoXYD89xJj6rEI2nl/Ob5oq0G0FLZ9zHAQW7VdGk9QdAWJBrFqBqKpbe9nq76/L/5TDgf1eARZeDNfoFgxAJRDQRbyt2O1jGnPwxSUd+ZT/icg2mz/kb+7sEMQ77o16dy5s3jhwoXm7U8fWsaeFUdovjJSCZjMSKQSFI5axj8yEKVaxa8rjrN4y9OExPjz03u/svWbA3j7OBLbK4Zze66yaPPTBET6kJtaTH5mGdtXHMPJ3ZHKkloefHMccZ3D2LbsEH6hntRWNdJQ04RVFFmxcCuf7HiWV+Z+j4e3IxUldWy6tgir1coDoz7D3U1Ln6HxjJjeE7PJiq5ej1qrZPW3h6kqb+CRF0cil0s5sfc6WhcNX3+4m9guoWRnlvHE8yNoajRy61YJZpOVQcMSKCyoolff1tVn6WklfPvdYT78cCpffLQbi82Gh6cjM+f0RiqVcODwTU4eT+fGxTz6Dohh7v39mDXrGz7/chZ7D9/EarWxfst5XlgwjPAgT85fy2P99gtMGJnE+vVnmTqlG9PGdaOqupHs/Eq6dAxhyeqjXEkt5PNXJ5FVUMGXa4/St304Hq4OnLyQxeDeMZTVNbLtxA3qyhqZOa4bndsH8/O+S4zoFk1hZR0V9TqCfFzJLa1my9HrrH19Bs6Oah749BfemDkYfw9n0grKCffzQCaVsPfMLTxctDz56RZemTeY0kYdh65l8ta0IeRV1BDs5Uqolz2R+8jVLNqH+uLmpGHPlTQC3JxpNJrwdNIS7u2OxWqjuLqeIE8XzmcVkFteQ4SPO29sOcC0Xh1Zc+IyTToTEqWEyqYmzr/2GBJB4HRmPjKFBNEmsuz0BWr1BsobGukVHszi0UNZefYSS0+d5ZUB/ahrMtAnMoTBS1fQJTwAN5mS/nHheGkdeGLDDh7t3ZUeocHMW7uJl4f0I7+2jgGRYcT6tKZq0JlMjFq/mjVjJ+Lr2BJ2MlotjPplFV8Ovoe6JiNvHjnErhmzWH3jCjtybnFvRAIpleVMjIkn2sOT5w/tYVhYJCEurgQ7uSCVtF43dvtlCQ0GE5/1uYf9RemMD02gh08wWfWVeKkccFS0hFZ35d6ipKmBLj5+pNSWMSm0I19eP4HBaqLRZKGTVwB5jdWEObozOiSOOlMT+bpqElwDmsdIqS3lsVMb+aHPND6+cYCePgEM9e2Am9KBOlMTb1/bitlm4XhZDt/2mEajxUSTxUiooztxzsE8f2kNCpmZV2KnsbXgAsP8E3BVtPZS5TYWsTTrZ0b69iXGKRyj1cypqvNMDrLnB5psZmyiDZVUidFqotbcgN7ayMGyQzjJHZgUOKl5rO+zN9DfqzvhDq1Jfg3WJsqNxQRpIrDYLBTpS7hYcx5XuSPtXeJxV/45nYfB2sjX6dPo4fUEXd0GIBEkbCz4CieZliBNNBmNVxjt/9Cf9i/R38JXfWc1ap2piGpTHlWGDKoal9DT72fqjLn4aHsjk9ypwFDQuA+duZho1zl/ei6A9KqFKKTuhLjYufD0hiMoFV2R/IE3748QRQNNVdPQuP2IIGnbKP0NFksOguCIVOrxl+3s4xqbFSVEwwFESw6CdkazFxBANKcgyGNbtpvWI1puIXG60zMqikawVSJI/W9vmxCr5yC4foUgcb2j/e9hq74fQT0eQT0CsWkt2OoQfscZKFqLEaR+f/uZWuZiQizvhuBxAEHqjiAIF0VR/GsL/d8IZ6mH2F098u8b/huwT/fTf/Sz/V/FXU9eG1A4Ku0rKBEQ7NlGgkIGEoHhM3vSUNlIUXY5ARHe7PzxKMe3XaDH0AQ8PB0oSivm4cVT+ObkWwRG+ZKTUsRLk78kKNKbWc+NZMS0Hsx5bgQfzF9GRVE1Y+YPoMugBAZP7sGY+f3JzSzn1R8eoKqsDplChk+oN8sPvYRBb0IQBCIivMi4kc/q749hNJhRquS4eTmh1iox6M2cPJRKZVkdZUU1nD6UirevC30Hx3HfowPp3T+Wt1/6hR8+34vUYsVVq6Suromy0jryssuZfs8nXL6UiyiKLF60nRHD2mO12hgzqQudu4dx43Iely7nsW37ZY4dT+flF0djslnp1CkEtVpB3/6xuLtqyUgvRatW8OCcvgzoHcOGjWdpbDAwbXQXLp3N4aH5/bhwOY8VP58kI7uMj5Yf5NqtQn7efhGZVILZbKF9lD/fvTEVtVJOuwhvxo1MJK+iBhERmUHkvnuT2bbvGm5OGoI8nVmx+QxDekRzMa2A0zdy8XLQoqvW88v+K+y/kI6rVIHpdq5lu0AvZLf1iY1mC1cyiundLYLjN3OwWm0smjmMUG83+sWHE+rlxrXsEr7beYYzqXncyCth6c5T3Mgtpbi6niMpWaSX2L2CB65mMO7Dn8gsrWLt8cscS80mMdSfl8f0p2d4MFN7dODViQP5eOpIhiREIpUISCQCyVHBdA0OYPfVdKobmpjZtSOi2UashxdZ5VUsP3IepSDjxwuXWHf1GsEernwybjiNOgPtvL0YHx9Hr9BgAl2ccNVqKKyrp0d4MM4OKnZkphHu0ZqJP7umGpPVyqGZ8/DUtpaIUkplTI5uz5H8HJZePcv9XeyyYTaryPSojlwrL8PFQc24jWsobWwgXVfBp9dOUtLYQI3B7o3ZkHGNLuuWcLa4gNc7DcJRUBHv6s2HPe5BLVVwvqyQar2hlYEHMCIkGrlEwvKbF5kSloRUkNBoMVJv1bOw2zBGBEWzPS+FMEf75ynV1/P21R2UNtU3jxHr4sOeoQ/jptAy1D+OZM92lBvsx89V5hLrHMTs8L5MCO7AJyn7sdjAKgrEOQdzrioNmdTIwvZzUMsUTA3teYeBB/DslSWU6SXkN5Vwqz6PBZe+YXLQPewuOcsnaRtYl7+VL9LtkoYXalL5JmszIdpgxgeMxU/tR6Wxhu1F2yhoKuD+sHvvMPAAVFINQRo7B59MIiNYG0ikYyRWsY4L1Qdbtc3T3cRksxe+6Cy1yAUlj7XbQHf3Qc00LyN8Z1JnvICDTE0n10F3nM90u3DCYjOyq/gDmiy1d7RJqdtBk6WKzh6zGRh0lAr9Cc5Xfktx02nqjbfuaO+iiMJT3emO/X9EpNtLBDvbjU6DOZ9qY9rfGnhWWyOgROHwyN/mxomiCYm1Aomk7ZDy72FrWge3q4EBkIUCRsSaFo+nrbwfYtUURLHF+4hqcJsGHtglyH4z8OzbCiTua//SwBN1PyHqdyA4LwaV/fsSNNNaGXjAXxp4oq0O0dK6sEYQFM0G3v8O/kP5eHedV824y5PXBhqqG+0GHiJYrdhM9twJQS6hIK2YgNhg5j49ErWDil++3MvOH4/i6qqiMLOM5LHd+fiJn3BycyDtQhai2UJcx0BCY/zJulHAood+5MUls+jYNwaFSsFPH+9GpVVw70MDMepNZKUWM3pmMu06BhMQ4Y1eZ0KulPPWo6vQOih59YuZ3D9gMX3HJHF63w069oykqrye4Ehvcq4V4O/lwNlDqWxecYL7nx/B0d3XGTquE2eOp6PVKnn21dEs+2If234+y4RZyTTU6zlyMIUx4zsz86EBnDmVwdtvbGHN+keYOnEJdXVNtO8YzOdf7OfZZ4dTWlrLrSv5XD+dTUF+JU5OGm7cLEKqkOHqpEatVuDmqEajVrBxywX8PZ146QV77orJZOHK5XxSU0ooKaqhsKSW3ftv8NWH0/BwdyQ23JvIQE+efHU9K76Yy/o9l0jJKWVAcjtmP/sTogCrP56NrtHIB6sPMueerrg4qpl5T1cGdYtmxZYzDOnSjvAAD7RKBX07hdMxOoDTaXk0mky4OdtfHAaTGZlEQml1AztPpSCRCDw8MRlnrRoPJy1alYLiqnpe/n4ny5+bjJujmjAfN8b1imfSwlWIUpDKJBSU1XK5uJjDN7KpbNAR5+dF3+hQUgvKsYkiMUH2arzu4UF8uu8Ey49dwNtZy5IZY3huSB8EQeB6UQlPrd1JYUMD05PaYzZa+Gb/GWwWkVBPVz7ef4LnhvYmKSSAkzl59Imwk8XekxDNwOhw0soruZBfyNLjZ3l6QDJdQwI5lJnNnpwMHk7uRqSLOxabDbko8viWHczv3pmNt27Qxc8frVTB1xfPMScpkdFRMc33v4dGwyenT+Dp6ECJzp4H9d6FYzzbpReBTk6cLM/Dy1WL3mphZkwiqdUVvH/mOI8ldeP1C/tYM2QKX/QZTQcvX5ZcPs2q4ffi52j3tOzLy8CGDblEShfvAAwWcys1ignhCfTwaTF6Ho1L5q0LB/g25TS+GicsmPDW2A3Tds4+BKl9GLrnay6Pex6AJanHmBKaxJzT37Gh9yOMO/opcqmM9b0e50JlHsP840hw9SfC0Yt6s55AbYsB3N4lFG/VX3tWAIZ496XcWEs39/boLUbWJ78CQC+PBBJdItlatJNKo70oo7NrNE3WWgBcFa4kuSbxQep3OMkVdHXv3mrcg2XH8VV5EevcrnnfsuwfCNOG0t29K+sL1vJazJsopa29ZicqNzPAazq+6jB2FH1OvEs/4pz7ktVwDheFL0qJI0X6LEb4L2ylppGvu0GlsYB45978nDWGscEr2FV4P3PDdiJpg4S3m8c8bDYr5yq+Jsl9HmHOcwhznkN502Hy61cT79ma4sVREfKn19AmGu30VBIVgvA7EkSEVts6/W6s1nKcHGa36l9QORc3hzk4af4Fr5AlE+oWgPYB0LYQUYu2GiyNS5E7vdKyz3Qe5N2a9XEFWThoH0FUz0DU/QSa6eDyCQiOCIIaUb8d0WaAxkXgsQ9B6vn38/kbiNZyxMbPwHU1EqlnMz/eP4bxMKLpHILzola7//cMvLv438DdcC13hmu/XPAD25fuB0T7gkAUEaQSZr0xiW1LdlFXo8czxJtHPpxO8ij7SnXpc2u4eS6TB96dQlF2OVnXC9A1GvAJdMfJzYHxDw3kvuS3cXRS0rFvLAc3nWfmsyNRKCQU51RQU9WIKJFgNlnZt/Ykfcd35czea0QlBNBzWAd8QjzITi9j2sMDMDQZ+eHD3eSml+AX7EFZYQ0T7u/Lx69vZvS0Hkx9oB81lQ24ejjy+oI13LxWwNzHB5HQMZjgME+2bjjLsg92Izgqeeejqbz90gaWLL8P/0D7jz/tVgkfv7+DJ54Zzsrvj5KZUcaKtQ/x6LzliGoZzzw9HB9vZ1xcNcyY+jUrVz9IQ72BwsJqunQNo7auiT0Hb1BXp2fejF4UldXy7MvrSe4Wwdnz2bz6wiief/0Xlnw0HV9vZzRqBYXFNbz33X5UShkXbuTRo30o13NLeWxaH3w9nVi75Txjh7RHJpdhFW3kldUwqk88GpX94VdR3cgPW05z6FIGz88ZRO+OYRw4m0ZcuC97z94io7CSDx8bDcDMhWtQqeR8tWA851MLSG4fyrbTNzFZrKw+fIltr8/BYrXxzroDKBRSnh/XjzWHLuHl7khMoBd55TUopTJWHb5IRmkloT5ufDB7JMdTcsgpq6a0rpF7eyYQ7uOBo1rJrZIKssuraDSamNA5nhVHL/LVvtOEeLshUQpUNOqY3T2J8Z3imbhkNQ0mE0bBQpCjC02ChTWz78Xbyf7SMZgtfLDvGC8O7cPR7Fze3HcIN4WK9IoqtGoFA6LCOJCaxdvDB3KjpIyhMVF0CrCv9jdcvc6HR08wp3sSka5u1Oj0VBn1zO/cGblUSkljA3O2b2bPlFl8cfY0fs5OOMgUlDc14qRW0jcwlK8unqW2SU+/8DCGhERwpayUH26ep52zJzPiE6k16ol0cbcTS9tsbMlMob2nD6+e2UeIgyuRLu5syrrJIwndOFtewK7cNJb2H0NafTlzorpwsDCTD68cYdvwOVysKGRz9g1CndyoMuq4N6wDWwuuMjG4A5+kHGRJ9ylIBIFKQyOnK7Io09dTqm/iqbj+5OsqqTbqqDI1MjqgRcrv+Yu/kOgWyNTQbv/4OVFvbqPjl20AACkCSURBVOLH7AMsaGe/j05XXqXR0sRgnx58mb6Z7MZienslEOXgi7/Gi3qzDheFIyty1tHdvRMucjdOVZ2h1lTF9bpiXol5kHDH4Obxz1ZdxFPpQYOlgqKmPEb4TaDWVIdFNHGx5hhywZlE1yTUUg0qqeqO+a3NW0pfzxH4a0Ls41VuRADqLWYyGi7T12siIdoopIIcpdSBEn0mtaZStDInMuu34yBzI85lPBJBxS/5TzE15Btkkhbj4kL5OxgsVVSbyhkR9GObIdrfK+rYRDPnSp/ESxlGqOvTrQoKSuo+x2KtItDt7TavtSjaqNJtwkEeiSg2olb1AqCsdjGO6qEopD6UVYxDqeyKq9OT2KzFyJW92xzLPp4FkLaag2irx6Jbidzx8eZ9tprHwFaDxH1N8zyw5oPUG7HuNQTnhQhCy7UXTVcBC8jjm0O8LWM9jKAei6BqnYP4r0C0FCLI7GkItvJeCG4rEGR3qqv8VyCKetCtBu39SCSS/2y4VuIudleO+I+ca59h9d1wLXc9eW3CZrXZw7UCIAhIpAKiCJs/38F9706jKKuMgqxyJBIJF/Zf4+vn1+Ad6k14QhDpF7KY9OQI3p6xhKzrBUxc/Rgp57N5bdpXGOobie0SyshZvTiw8Rwh7XzY/PUBwuICCIrwYd03hwgKcUfloOL0gZvEJgYz9clhvDjzOzy9HOg+xF4QotIoKcwuJ/VKPmajlUkP9iMxORIpsH7ZEdp3DuWjFzfw477n8A9yIzDMk1vXi7hnfGdKCqsxN5lJTI4kP7cCs9HMjDm9kUokfLzwV3oPjOWbpQfRquS4u2uxiCJJXUNxclLTf3AcYyZ24cSJdIKD3HlmwRqUzioEQfj/2rvv6KjK9IHj3zslZWaSmVTSe4AQAiShIyAlgMoC0tRVdMUlou7a+8/dFRt2XVd3Fxsq6EpxVUBAQOmLEoq0AIEESCjpmfTMZGbu74+ZkA4JBEKS93NOzmHu3HmZZ+69c595K8czcli+dCfn8kv4+psUHrl/LNt2HEOlUvLTpsNodC6kn87H3VtLbm4JVouNJ+ctR+vqRHyfEL5Zt4+bb+jL9UN6MCwhgpUbD/D1W3ez88Apjp7MZfTQHpSUm0g7kYWHuysn8o3sO3qGlNRMvD10fLlmFzFh3bhlXAKmagtf/7iHlZsPMSOpHyWlVXjrNCxcs5M8Yzn/d+dY7pz3JR+t3IFNIaHVOvPJml8xVVp48R77F7JKqWDakDjeWLaRT9ft5OP1OwkP8EKjUhEXGcBjk0bQI8iHrAIjZwtKWLEzlU2HMogPD+CV2yfw6OJVlFaaGNe3Ox9u/JXpA+P4fu9hbk6M5eYBsahVClbsOUxucRnd/b2JCfTFoHFhRO8ITuYXUlhRyYPXDyW3vBydI5E1WSxYbTZ83bQoJAUGVxfm3zgOZHj5p00sufNWFMCo8Ah8dBre3r6d1MI85k8YR7BeT4Dena33zeGR1as5fC4HpUrBtjOZ3D9oEEcL8vl4TwqvjEqyTzUyeCgjF39MoMaNI4X5xAf6k2UsYXXGUQb7hzAiMIxSs4mjhXkoUPDIgGFUWS1c/82H3N0jkScGjuCmVZ/x4qBx7M49Q2ZJEUXmCvr4dkOtVLDudBpPJYwiOXYgzioVG86msSf/NDEePkR6GCgxV2FwdqXMYmK4fzh9vOx90J72SOJQ0Vk2Zx9jf9EZ+nkG4e2iI0znxYK0zcxPmIpW5USMPoDx697jpqBe9a7tF/pNpshcxvgNb7J0xP3onS7cLFiXBBRX13b+H+Jdu2LBzJBRmKxmvJz1vHF0AbNCbuaNowsY7TuCqUETWZO9gRHe1xGqiWBSwHieP/QSuaYCnJVqgjT2JHyQl/0HY77JFTeVvQnS4KSnzFKCVbZwqjyNk+XH8XT2Ykpgbb++Gn0Ng/B0qq1JGuQ9g5+y/00Pt2GM9fs9ZyoOsvbsq4RqE1AqPNAoNXR3H8wB4zq6uQ4m2m0wTkotAGP9H6+X4AHEef6JI8bP6O/7V6DpyoE1mZMZ6vcWBudokJVUmQ9gUXtyLP8h9C7D6OZmn1bIz/0BZGo7x5dV7aCo/GuCveyDTWTZTFHlOjw0N6BU1HYpcHXqh1rZDaXSD512JrLlCOVli1FQ2WySZ7MVYan6CSeNfRWV6vLFKJ2Ho1CF1kvwANA9CHUHeFiOIBfdg+S5BMl1OnLpu0juT59/+kJr1kruz4HiEmvNTD8hW8OQnEciea89X7PYUnLFN6D0b3IpN9mSDeYdSNp7Lu29CR3KNZHkSZL0JJABeALIsvzh5ezf2vIaKi0qxd53QMI+xlZC7aKitKiCd+d+RHBcKFXlZsJ6BVJtthB3XQ9OHslmcvJoftuUyjfvr6W0sIyS4irCYwJY9sE6FCoFPRIj8A4w4BPgweLdLwLgEeDJlh/2knk8B62bK6E9/UmeN42P5q9k0h3D6DMokjv+NJrFf1/Hwd0nWfnFdtTOKub+ZQpffrCB/PxS9qWcYGhSb554/Raenfs52zem8sK/7c0bu7akMXxcLI//zb5cUn5OCVWVZsZNiueDN9fw+Yeb8fRxo6CwnM0bD9OrbzChQR78bf5MNq4/yFNPT+Ttt9ZQUFBGyq8ZuOs17D98hsgIXzJO5PLYkzex5Otf+Xn7ER5+IIm09Fz8PHX8bf4Kxo6wd94+k23kzXkz6ObrzjMv/5evVqTw+IPj+HFjKkcycqgwmYnvFcSPm1LRapxJ+e0UN47pjU7jjF7nwkdfbeOR2aPZczALGfj+5wMMSAznxx1HGDekJz4eOtZuSyXUz4PZk+1NYFabjRuv68WUZz5lZN8Iqqqt2JSw9eAJ7pqQyMjEKH7ceZTEXiH89aPVDIwN5dDJHPsqJw7PLlxN38gAbr2+H30i/OkfHcxn63dRXFnF+yu38X3KYaolG2PiIjmRU0SvsG5MG2pfyD3axwsZUCsUPH7jSMbHRXPvKHvtkadOw6CoEEK8DGQUFvFTajqPL1/DHwbF0z84kJnxvZEkCYvNxg+pR4nw9mRgaBAvr9tEoN6dgspKckrLGBBs/6X/p29Xcv+wQRw6l4NKoeCm2B488v1qpsXGsuZ4GrvPnGHG118T4+GD3xgdE6KjGRQchM7ZmZ1n7CMC/bQ6kiKiCNd7MPSTD9l412w23/FHysxmsstLcVIoWLhvL/f0689vuec4WpTHrNXL2HpbMnf2jie7vBQJiUXjZhLj6cOstUsZHRBFom8g2eWlvH/9FELc9ExdtZhqrMT7+hPsVttZ/g/RA3hpzwbivPwpqarGx1WHj6uOO7snYrZZePyXlSR4B/L7qASWZuzji+F308+zdsBFnEcQbyTOINrdF7PVwqi17/CfkbPxdbUnSxmleewtzCTK3ZuXD37LPwbe0SjBq7ZZqLSacVdryDcVo1drUStUHDSewCJbidAFkFNlZG9RGpG6QIrMZWzK3cdd4ePYb0xnzbkdvB3/Z56PfQiAV/o8xVtHPsff1YfkiDsBiNAF8+/jX/K7gBs5XpZOjin3fJLn+K4ipyqbE+XHWJq1iIe7/x86lTs3+tuTI5tsT4yM5gKWn17IBL/pBDlq7mL1tf3fqqxlFJpyGOM3l4PGDVSUFOOu9iJWP4Ee+lHsKVzLzvwvcFd70s+jcc2Kv2uvRtuUChckScHJsk2cq0gh0u06Qtxu4rfcv+CvS6KbZgTXByzARemLTa5GoVCT4PcP3JziqLYVopQcU85UbKSwcjuh+j+gVnhhrNqBm3McnrraNXQVCheifRrPBeeuueH8v/XujwFQVvEdKmVwo33Pf6Y2IxbznvNJniyXgmzGUvIqkioapWZa7f+r7o5s+hW5cgWS6yT74ArtHPuTqjAkWjYiVbaV1Q60MO9DNm1C4fZQnefLkStXQPVOFIZ3GhegigBFN2RrPlTvhtbWBirckOvNXllLogJZFdGiJe2uCFmMfL2a2j3JkyTpNSBFluXlNY8lSZpe87i1+7e2vKaMmjmUzf/ZAdhAoUStUmAzW+gzvBcnUrMYNWMwOr2WQ78co+/wGH5ZuZvRvx/O2/d9gqRSkp56huTnp/PER/1RqpSMmT4ILz89O9ftx5hfSmlROfPuXsC8Rffx0zc7qa40YbXYMBaUEdLdnwdueotZj04guq/9i+v3D45n2A19eXTa+4R274a7h5agCG8m3j6EsOhuODmrmf/IV3j56Xnsxal4eOuwWGVKjBV89P1DnM0qpDC/FE9vN1J+SUfn5sLR1DN4+uhIuiGOoBAv+g+J4vY/XMfhQ6c5lW6fPHX+SytIGh+HUqXgn++tIyMznz/3DqSiykz2OSNPPjWR0HAfTmTk8cG7szDoNZSUVZGYEIYkSWz6Xxpnc4zcPnMI3XztN9vQQC/uu2sEh9KySTuVy4jBUbg4O/Heizdy4MhZfL3dOHGqgJuT+rLq5wO8t2gzWhcnYqL8GNg3DFmWuXv6YNy0tU0m7y/Zwk0jYlm1LfX8NqVCwccrfiEqyIcD6eeIDPImws+TClM1D/3je0b0ieCPEwfz5c97eHD6CLKLSnluVhKpp7L5euNebh0Vz4CYEEb2jkCvcWVIzzDKq8z8uC+NIE89+SXlzB7TnyBfA4u37MFYUcmvaZmMjo0kwMOd+8YPAeChRStJDAtkzqf/ZWhUCL2D/BgQEcTmoyfYnXmGN2fcyK6M0/z33ttJPZvDoh178TPouG1QPz7dtothUaE8uGwVOic170ybSE8/b5btPYjGqbYfW1FZJbtOnSHWzxdPjYY3t2wj2teLmXG9MWhd+CUzi8nde1JqMhPl5UWUV23tQn5FBcsOHWRar1jGRdonn/1sylScVSp+OZPFwxt+oLunN1bZRrC7nn/u+RV/Nze0Tk48PXAkR/LzWF2cRmm1ieyKMpLCItGoncirqCDDWMhzO9bxROIIXFVqnBRKHoofRoyHD4Fu7oxb+RFapRNTwmPp5xNIjMGPOTGDmBBc2yctt7IMZ5WKJ/qOxFVpr1kK0hqYv28Dnw6/Dfc6gzf+tm8lr8RPYcO5VGySldVn9pNdVczzfadwvDQHo7mCvh6hfDH0AVyUtZ9fjRWnd/Kb8QQv9rmdV1KXMCVwCCN84/jg2PdU26w82GMqAa463j26jOt94/F1MeDl5E5OVQFfnFjDn7pPq1eep5M7t4ZMIKcqn6yKswRrAlBKSiJ0IUjAlrztLOj/9vn9jWYjP2b/wMmK49wRMhtJUqBW1P+KVkgKqm3VrM/5HhXS+Rq/hnbkfcumvJU802shbmpvVJIz/q4x+Lva+14meE4gwXNCk69tjkrhSh+vh7DazARpB3Mg/w2CdTfi4zqMMvNJumlGoFH7k178FUZTKom+L+HubK/pcqozqlUpaTFbznIsbzZW6zmUqj5Ee7+B1rllLWtm836qzbvR6uz963SaKfWet1qzsVYfRDZtw1n/PEpVOBpDbb80p/ODF6YjKZr4/CRlvT5w9aZPqbPqRXNk0w7k0teQvL+zb1B4gXkrcmU4kqu9qZ/qPVC5FOoMyKj3Fhy1krbKVVC1ptVNvpLLOOS8Ccj6V5Cc6i/BJ6ljkdSxrSpP6LiuhdG1yQ0SsPVA48mbWr5/a8trZOPS/3G+OcJmxWaDW56azO/mjkWjc2X5W6tY9PI3lBeXM6vHw4y5fTirF27EZKrG29+De+dNJ+1AJg+NfRmAHvGhrPliK0Nv7MeezUe4f8wrnEw9Q05mATGJ4Vz3uwRsVhsz7htDasoJ5v5lMkERvrz658WUl1by3F0fonN35c8vTyNly1ECwnz4/ovtvPrY17z4wCLys4sZN70/yHBg1wkqykwseGMNG1fvA2Dpwi3Mvvk9bDYbsx8Yg2y18duv6WRm5HEyI5dvl+7EZpNJvvMj3n/7R3wDDMy580MWfDKbc6cLKS+uZOvmI/j5uBMbF8ysu4aTX1DK0Ou6ExXVjXvnjibtWDbffreLrdvSSEgI4+03buPBe8dQbbGxZv0Bft2dwb8WbuK7VXs5lVVIWVkVCXHBrN90mFOnC5AkiT4xgejdXDDbLGz6JY3s/FJiI7vhpnPmwZeWczwzj3ue/RJztZV7nvuSKnM1NpvM3tTTnDpXSF5+Kd/+vP/8cewV7kdSYncG9Awhx1jG6l+PcPxULhF+nixat5s5ry9hb9oZPAwaFv+8h2Nn8nn0Xys5kpXLL4dPoXFSE+lfmxBpXZxY/tQs3p0zicWP3cZtI+Pxcdcya0Qi/3n493Rz02HQ2JOOlbsPs/XICWYO6sOKvYcJ8dTj46bFSWXvVO7rrqWXvy83vfsZ7i4uPL18LcOiw5gc3wtnJzWv/riFd26ZSG5ZOZPielJdbcNfr6PCXM0H237BRV17848PCmBN6lH6BwcyrmcUt/Xtw4y43njrtMT4+JKeX0iwXs9jw4dx69dLKDfb58kyWSz858B+/p2yk9zy2mWpunvZb8iDA4NZNeMOnh08kkN5ObirnXh1xDheHzEejdKJ744f5nRZMcHuev6cMIR+vn4cyMvho4Mp/GvMJN65/ib8tW68sWcLn6SmoJAkZkTH0dvbDw9nDRarTJTeG3dnF/p6+/Nw3+uoslZTUl3FidJC7tr0FVPCe9PH05+XflvHPw9vxWS1UGypYG7Pobip6/eBWjoymUXpO5FkBQGuenIqSzlakk1+VSnfn95DvJf9R1NTCV5ZdRXvp63hyZ43A/B2fDIJHlG8fGgp/QxRhOv82ZC9hwFePUmOmMx/z/xMkbmEiYGD2VlwiJsCBxLtFtSo3DhDNDaqWZ+9FQClpGBiwGiS/EbzfO+n6+2rlJTo1Qae6vk3fF38uMn/ZpSSipTCHRwtrf0BY7aZKK0uY1b4w7x77HGyKo7T0Ci/WcyLW4qLUkuoth+BmhgstmosddaqNVnL2HDuHayypdHrATLLfmHN6acAKKg6QoXF/uNve/YTFFYdZIj/O0iShM4pHFWd0bDh7jPo4/2M/b1aCygxHaTEtJ/0wvn2z1/lh5dmJL391xEbsJXefl/irLrwNCBmy0lOnBsFgCSpkaTGzezGwnupqlyLqXIVZtM2lE61/S7NZR9gq64/AlihjkJS+jYsBsmpP5JL6xLgeq93HoLkubj2sSoIyfA+uIyrs89wFN7fIhn+fuGyJFck56HI1nPYilp1G0PyWt4owWtvMiDb5KvyJ9i1a02eJElNnYGFQOMx/i3Yv7XlNaeypP7M8JZqC3mnC9nyzU68Az3w9PfAbDKjM2hRO6spKShFp9fw2son8fK3j87LOpbN4HF9uTP+aV5a8hDdgr0I7u7PuNuGsHLhFv762VwiYoOI7h1E5rEc7n1+KgERvix5fz27thzh8+1/4Z0nl5J5LIecs0Ukj3+TcTMGEBUbyO+HvkCfQVEU5hRz55/H4htgIDDMm8Rh3Uk7dAYvHzfOZhUSHRvIo3d9xMDruhPd3R+FQsHqb3dTXFzBxGkD+Meba0g7fI7qagsvPL0Ufz89d8+9noULNlGQW8Ijf1rMmHG9yck1olBIjL/J/qu8sLCMzz/bhr+/getH9UKWZV5/4weGDYnGv5ue/+04htVqJWl0LEmjY/n4i6289++fyM0v5aXnbubjRVuptlkJCfQkLMyH31JPk5p2jp+3H+G2KQPpHR3APxdt4cm543B1VnPLxETWbU3l46XbiQz1wVOvYc6MoTz3j1WMTIwmO7+EW8YnEObvxbB+4RzPysPP251Jw+1rXxaXVXL8dD7Pf7yWED8P5s2ewO1ZeTy/8Ecy8418smon066LI9dYxrSRfUiMCiAju4hyk7lu6y02m8z2wyfZeSyLoT1DGdIzlGAvA65Oas4WlRAX6oevXofFakNGZlf6aayyTJDBjUdvGI7W2YlzxlJ2nzzDzozTvDJ9PPcM74+LWk1JVRVOKiWT43sxJCqE00XFfJ2yjx0ZmXi7aUgICcBbZ+8v9fkd08+vMCHLMqOjwskpLeNP363ilRuSiA+snUNtReoRpsbGMqFnNAYXF/7Yvz8atZqv9u8nxtubid17cFe/+HpLhtW16dRJwg0eLLv5NtRKJf+3eT3ZFWVklRSzYtod9PSq7QNmtcnkVpRxuqwEpaTgUEE2pRYTY4KimBEdh02WeTnlZ+7qlUiIzsDPU5Ib/X+pRTksz9jPKwNvZE5Pe9N7Sm4mfi56HowdCcDpciOxBn8kSaLEXMXSk7v5Y/dh9nPTXEakuxfTQxNIK8njdHkRBaZyPhh45wWveZ3ahe9HPoObWsOp8jwKTaW8cPA/jPdPINLNjyNnTyNj49Ge9tq6RYa/oVfrePHQQsb7DSJCF0Byyiv8NfYeyiwVDK3TX2+QVzyrz22k2mapVzMX6OrHvEOvMDVwMnGGWNzUbkzwv4mT5Sd4/eh8Xu/zNjqVjp9y1hKp7U4PN3sTqlalw8PJjd1FW7DJCozmQoJb0LVwa95/sMkWxvjNJqXgW0I0vTle+j8GeN2G3qlxDVWAJh6typ7wnyxdh49rHAGaIXi7DiJIN/r8fnrnHuida2tfFZIahWQ/P0tM+yio3EqYfi56Z3tzsqs6BFd1CPvOTibU8BgGzYWbQG22CtTKEPwd/fXU6hiqLSexWgtQ1hkpqnN7EoXSD4VC26gMSeGFbCvGUjwPlb7+VCeyNRus55Cc4u3TjhT/BcnwlmMZsUvTsA+d1EQNoGw9h5w/CXx/bbbpVHKxL5MnyyYk16mX9R6Erqm9m2s9sSdhdRkBJEkyyLJsbM3+l1Bek5TK+kP6AX76chsP/2sO4/9wPflnCln29g/o9Fqe+Ohetq3YhcFHz8alvzD9IXufkeBoP16c9U8eePU2Qrr7U2qs4Nnpf8c32Iu/fjaXqDh7rUJk7yDGzhiEX4j9y+rNhxejddNgs8GMe69n8TtriewVyJAgT4Ym9aakqJzgiG54dnNn+uwRjJ4Uz1/u/Yz7n5tESKQv3WPt1f9rv0lh+NhehEV1Y9vGw1SU23/Be/u4EdXDD6tV5oZJ8RxPy6ZvYhhbfk7lljuH8dXC7Xj7upOVVcCE38UzeGg0+/dlsivlJJmn7PPBHT1yDq3OmcxM+0ctSRLDr+tBWKg3/RPD+eHHfTz69BLWr7Qvhv7HO4ezev1+ggIMDEoMJ6a7H48/v5zkWSPYsTudhUuKCPTTk56Zz8oN+7llYn8mj+tLeYUJJPsgiJAAT2Ii/Llrqv3X+cC4MBatSiE0wIMfPqg/sevfv95CtcXCiPgookK8mfvaMqZe34cHZ44gaaD9ZhQb7kdmnpFbRvVlYEwIz368hk3v3M+w2DAAEqKDyV5RSkraaYK8DQBMm/8Fp/KKuGVEX9bsPsKQnqH8kpbJj78dJcBTT4i3gcNn8njj+83MuyWJZTv2k1tajl7rgtbZ3vyzYOOvBHsa+PlwOkXllXho7ROsemo1fLFjD4VllViR+erX39A4OzE1IZZ1qWkEedT2X4vyrr2x/ZSWwcKdu/ly1kyqqi24qFW8sG4jPjot9w0dyAvjxjDnv9+hc3HidzE9GRsVCYCzUskne/YwOaYnKoWCnzIyWJZ6gH9PnFzvs1QplCgVCqI97Tf7LyfNBCCrtJggXf2mrlt79uFkcRE/Z2Ww+Mhe7u6VyKSIGDRqNQpHH8NFaXvJqyrnvRGTzr9uZ24WnxzeyYKR05i3az2vDLwBZ6WK6/wiAFh9+jCzewxC41hhYkZYPJllRdy++XP+PnAaeVW1tZAvxk9Co3Qiz1RKZkUR68Y+dn5liotxV9szpczyXE6V5/HBgPsIcLVPsTLWL77evgYnN1ae2Y7JaqG3PgKNyoWvh7zMq4c/pVq21Evy9Go33o1veg61h6IfwF1df/62wyWHmeQ/BZ3KfpPWqjSE6yLq7bOraDt9DUO4NeQBonQXb3pbe+5fBLhEE6u3J8qFpiyyynfhrvZrMsEDWJl1P+WWPO6IXEGiz4MAVFoKKTAdIaNkBZWWHOK87mvytTW8NaPx1tgTQmfVuPrPaW8kt+xLThe/SQ/fT1E3M1FxZu5UfAzPonWpTQarqjaiUoXUS/JU6kiKC+7CWTMVF9f657FacyuyrQibJb3xf1CdimxOQXKKB8kVyfk6rsatUVL6g/fKFvWNkyTn1vfLuwBb6Ru0/+1fuBradQoVSZKmA6/JshxZZ5sBKAIiZVnOaM3+QEJLy5MkKRlIBggJCUk8dap20khZlpk34y3cPXQMntIfjdYVrbuG6ITwRjGUGcs5dyKXkJ6BqJxUKJVNX7BmUzVnM3IJi2m6D0aN0xm5qFRK/EK8qCw3UZRfSrXJQmj32i9iq8WKUlWbiO5PyaBn3xCcnGov2oyj5wjv7ockSRQVlFJRbiIwpPGXaHpaNsFh3hzYe4r4ARGYzRZcXNRknsonJLR2f7PZcr78kpJK8vJKiYysbeo4eSoflVJBUJD9plhebkKrrW1Oq662Iimk85MQHzh8hpju/qiUCk5mFRAW7MW53GKUCgW+3heftPRiTp0rRKdxxkuvJfVENn5e7ni616/usNnk8+vLVpqqcXWu/8v9RHYhWhcnfA32m+3GA8epNFkYFhNGuclMgGfj/jw2m0xheQXebo1rE+pKzy0g0rf+yLu80nLMViuBBnfMFgsmixVXtfr8Z9YUWZYpN5vROdd+1iVVVagUyvP99vLLy3F3ccGp3o8XOJSbi59Oh5dGQ0V1NdllZUR4XHyeuMtRbbOiVtR/HxUWM+nFBcR5+ZNdUUo3V13z63c6WGw2tuakM8q/6UXsrwazzYLJasZN3fIRum33f5twamIKk+bkm7LQKN3RqGp/LJRU56KU1GhVTR/zQlM6GqUXLipDo+cqLLlYbVW4OTWeyLm1iiu34+4ypNlkx2orRiG5X/ScAHt/PIXCUG+aE6Ex2VYCSCiU7ld1mhF3yVMe3CDZv1LWW5aIKVRo/yRvLLBMlmWPOtsigHTAo2HN28X2B/q3prwaDefJEwRBEITO7mova3atJXnX2sweV0J7D7woBAwNthkAmknILrZ/a8sTBEEQBOEquVYGXjhm4siQZXm5IxmLdLQWXtL+rS3vamnXJE+W5T04+szV4QlsuJT9W1ueIAiCIAhd0jU3s8eV0N41eQAfNsh2k4AFNQ8kSYpo8PwF92/B84IgCIIgtAfZdnX+LuBandnjSmj3JE+W5aeACEmSpjvas9MbZMNjqZMNX2z/FpQnCIIgCELXdbGZOlq7f2vLu2radeDFtUKSpDzgVIPN3kB+O7yda4GIvWvqyrFD145fxN419ZBl+fKnM2ghSZLWYv+8rwYXoKrO4w9rBkK058weV5uYKAeQZdmn4TZJknZ11eHXInYRe1fUleMXsXfd2K/m/yfL8qUvJdK2jDhGwNZR87hhjVxL9m9teVdNuzfXCoIgCIIgXEVdZmYPkeQJgiAIgtBldKWZPUSS17x2n8SwHYnYu6auHDt07fhF7F1Tl469K8zsIQZeCIIgCILQ5dRZoSICMNZdocKx9OkMWZaTWrJ/S55vDyLJEzq9S1lqxvGLbIBjSp7LLq+9tGXsju0RwHLsfVCSgeXtOXJMEARBaF6XGV3bFdaoa05bxt7RbvSOpWZSauZKlCTpNUmSpjc3d6JjfeQE7FXtjWJqbXntqa1jx34+vOb4MwJzrtXjDpd83gMMwP65vX455bWntoy9A17zLY7dMc1FMvbzOdKxf8MfN53yuF8s9o523IVmyLLc6f+w35SmN/e4tfu3trxOFnsyIDv+iq7VuOu836IGj8cC61v4uS1oq/I6SezJ2EeMRbR3bC2MoTXn/YIGj3cDT15qeZ0s9g5zzV/K910TsSd3keN+sdg7zHEXfxc4L9r7DVyVIFt5s7vY/p35Rt+C2DvSjT6hiXgSALkFr22U6FxOeR099ppj395xtSL+hrE3e947zueGN7xk7KvltLq89v67ArF3pGu+VccJSG+Q2CwDlnX2497C2DvMcRd/zf91+ubarrRGXUNtHXsN2T7vj/Ey397VcMGlZuTWz1/U1uVdSVfkvTo6Ixc6yjfIDZo0rwWXcI16Ak9KkrRArt8UFXGJ5bWbto69Rke45i/xOCU1EfeSyyivXbR17DU6wnEXLqzTJ3m0/mZ3WWvUdfAbfYv27wg3egdDE9tq4vOk9V9ebV3elWRoYtvlvtcNQGGd82CBJEnJ8rXXR6lV570syxmSJCU2uOElUTvHVae95lsQO47XdoRrvtXHqW7cNYlSndg67XGHi8Zes70jHHfhArpCkmdoYtuFbnYX27+15bUnQxPbLid2Ix3nRg9tv9RMW5d3JRlp4/cqN+5wvR570+61duwNTWy74DUq2yczBc7/mBsLJF5qee3I0MS2y4kdOs41b2hi20WPkyPmmcAMYM7lltdODE1su5zYoeMcd+ECusJkyEa6yBp1TTDStrEjy3JGg1+F64FG04xcI9p6qZlrdumaJrTpe5UkySBJkuy4KdQw0qBZ7xph5PKu0WXAmDpJ7eWWdzUZadvYO9I1b+QSYpdl2SjL8oeyfT60jxy1V5dcXjsx0raxd6TjLlxAV0jyuswadU1o09g72I2+pobC2GDzJS8109blXUlX6L0+1eC8iQD2NLNve7rka9Qx7cxTdWu3Lqe8dtCmsXewa77VsTeIC+wrFNSsUtCpj/uFYu9gx124gE6f5LX2Znex/Tvzjb6F+3eUG32N1i5dc1nlXWPaLPZmbhQzgPmX9Q6vgEu9Rh2fxfqaJKdOP6VOe83XaC52hw5xzbc2dse8kEVNJDuXVF57auvYHTrEcRcurNMneQ5dYo26ZrRZ7B3pRl9Dtk/uGSFJ0nTHRKHpcv3JgMcC99Y8kCQpwbHfdGCmJElP1r3htaC8a0Zbx4793HhSkqRkR63Pgms1dlp53jtuep7ALkctRgRwS0vLu8a0Wewd8JpvTey7gNcbxJiEffLfFpV3jWmz2DvgcRea0WWWNZO6wBp1zWnL2KXGs6SnXMM3eqELa+l57zini5ooYrksyzNaUt61pi1j72jXfGu+7xw/YsbSshUvOs1xdzy+YOwd7bgLTesySZ4gCIIgCEJX0lWaawVBEARBELoUkeQJgiAIgiB0QiLJEwRBEARB6IREkicIgiAIgtAJiSRPEARBEAShExJJniAIgiAIQickkjxBEK4ISZLWOybWFQRBENqBSPIEQWhzjpn1+yMWNBcEQWg3IskTBOFKiADmAMkXWR9TEARBuELEiheCILQpx1qoGbIsZ0iSlA5skGX53ou9ThAEQWhboiZPEIS2liDLcobj368havMEQRDahUjyBEFoM45FzzfUPHYskG4EnrnI65IlSSqSJGl3TULoWGxdEARBuEQiyRMEoS2NlWV5T4NtTwFPNleb50gMk7D34VsCPCNJ0nqgYTmCIAhCK4g+eYIgtAlHskYTSR6SJBUB82VZfr2J5wyyLBvrPJ4OeDpqAQVBEIRLJGryBEFoK03V4tWYTzNNtk0keBEiwRMEQbh8IskTBOGyOSY9brZ5taYG70L97CRJSsZeg9eotk8QBEFoPZHkCYLQFqbLsrzhIvs0W5vnSPAQNXiCIAhtR/TJEwThsjhq8SIuluQ5Bl4UAffWTeaaSvAc/fs8gV3ATCAS+6AMT+wTLWe0IKkUBEHo0kSSJwjCZXE0wba0Bu41YKYsyx6O1451bFvieD4DGIB9rr0kSZLGyrK8wTFwY4wsy3scSeVrsizPaNtIBEEQOhdVe78BQRA6Lkft3GuOv9a8brosy8uBJFmWEx3bFmBvzt0AzABwJHgRwK46gzrGAiltE4EgCELnJWryBEG4pjmacw11Bm+sB566wEheQRAEATHwQhCEa18SdVbRwN7/b49juhVBEAShGSLJEwThWmdoUGu3wZHgiYEXgiAIFyCaawVBEARBEDohUZMnCIIgCILQCYkkTxAEQRAEoRMSSZ4gCIIgCEInJJI8QRAEQRCETkgkeYIgCIIgCJ2QSPIEQRAEQRA6IZHkCYIgCIIgdEL/D6fAeUCeXYvxAAAAAElFTkSuQmCC\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig, ax = plt.subplots(1,1,figsize=(10,10))\n", + "\n", + "# ax.axvline(0.05, c='k', lw=0.5)\n", + "\n", + "thetas = np.arange(0.0, np.pi/2., 1.e-3) \n", + "rs = 0.1 * np.ones_like(thetas)\n", + "\n", + "xs = rs * np.cos(thetas)\n", + "ys = rs * np.sin(thetas)\n", + "\n", + "# pl.plot(xs, ys, c='k', lw=1.)\n", + "\n", + "sc = ax.scatter(neighbours['zbias'],\\\n", + " neighbours['zpbias'],\\\n", + " marker='.',\\\n", + " lw=0.0,\\\n", + " s=6,\\\n", + " c=neighbours['zp_zn'],\\\n", + " alpha=1.,\\\n", + " vmin=0.0,\\\n", + " vmax=0.3)\n", + "\n", + "ax.set_xlim(-4.e-3, 0.35)\n", + "ax.set_ylim(-4.e-3, 0.35)\n", + "\n", + "ax.set_xlabel('$\\Delta z_n$')\n", + "ax.set_ylabel('$\\Delta z_p$')\n", + "\n", + "# ax.set_xscale('log')\n", + "# ax.set_yscale('log')\n", + "\n", + "pl.colorbar(sc, label=r'$|z_n - z_p|$')" + ] + }, + { + "cell_type": "code", + "execution_count": 125, + "id": "583c486b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.8103826850690088" + ] + }, + "execution_count": 125, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean((neighbours['zp_zn'] < 0.05) | (neighbours['zpbias'] < 0.05))" + ] + }, + { + "cell_type": "code", + "execution_count": 126, + "id": "7959c1c2", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "0.42307089084065247" + ] + }, + "execution_count": 126, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "np.mean(neighbours['zp_zn'] > 0.1)" + ] + }, + { + "cell_type": "markdown", + "id": "481d86bd", + "metadata": {}, + "source": [ + "# Done." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "lumfn", + "language": "python", + "name": "lumfn" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/docs/nb/sandbox/tidal.ipynb b/docs/nb/sandbox/tidal.ipynb new file mode 100644 index 00000000..f89056cc --- /dev/null +++ b/docs/nb/sandbox/tidal.ipynb @@ -0,0 +1,181 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "27ad8e60", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import pylab as pl\n", + "\n", + "import matplotlib.pyplot as plt" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "f8e56671", + "metadata": {}, + "outputs": [], + "source": [ + "cthetas = np.arange(-1., 1., 1.e-4)\n", + "phis = np.linspace(0.0, 2. * np.pi, len(cthetas))\n", + "\n", + "thetas = np.arccos(cthetas)\n", + "\n", + "np.random.shuffle(phis)" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "02383485", + "metadata": {}, + "outputs": [], + "source": [ + "zs = np.cos(thetas)\n", + "ys = np.sin(thetas) * np.sin(phis)\n", + "xs = np.sin(thetas) * np.cos(phis)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "74111088", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "array([[ 9.05238339e-17, 8.24805027e-17, -1.00000000e+00],\n", + " [-1.21575070e-02, -7.22392017e-03, -9.99900000e-01],\n", + " [ 1.46039094e-02, -1.36633024e-02, -9.99800000e-01],\n", + " ...,\n", + " [-2.41316059e-02, 4.19232570e-03, 9.99700000e-01],\n", + " [ 1.95159397e-02, -4.36899293e-03, 9.99800000e-01],\n", + " [ 5.15967933e-03, -1.31669172e-02, 9.99900000e-01]])" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pos = np.c_[xs, ys, zs]\n", + "pos" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "b8b86f81", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "" + ] + }, + "execution_count": 5, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "_ = pl.hist(pos[:,0], histtype='step', bins=np.arange(-1., 1., 0.1), label='x')\n", + "_ = pl.hist(pos[:,1], histtype='step', bins=np.arange(-1., 1., 0.1), label='y')\n", + "_ = pl.hist(pos[:,2], histtype='step', bins=np.arange(-1., 1., 0.1), label='z')\n", + "\n", + "pl.legend(loc=3)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "1918184e", + "metadata": {}, + "outputs": [], + "source": [ + "morph = [np.count_nonzero(p > 0.0) for p in pos]" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "649b3497", + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(20,20))\n", + "ax = fig.add_subplot(projection='3d')\n", + "\n", + "sc = ax.scatter(pos[::1, 0],\\\n", + " pos[::1, 1],\\\n", + " pos[::1, 2],\\\n", + " marker='.',\\\n", + " c=morph,\\\n", + " lw=0.0)\n", + "\n", + "# pl.colorbar(sc)" + ] + }, + { + "cell_type": "markdown", + "id": "fec7a758", + "metadata": {}, + "source": [ + "# Done." + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "lumfn", + "language": "python", + "name": "lumfn" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.9" + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/src/lumfn/mxxl/create_sv3.py b/src/lumfn/mxxl/create_sv3.py new file mode 100644 index 00000000..928c8186 --- /dev/null +++ b/src/lumfn/mxxl/create_sv3.py @@ -0,0 +1,69 @@ +import sys +import h5py +import numpy as np + +from cosmo import cosmo +from cartesian import cartesian +from astropy.table import Table +from ros_tools import tile2rosette +from rotate_mock import rotate_mock + + +# const. luminosity function. +fpath = '/cosma5/data/durham/tccb49/MXXL_Lightcone/Final_Mock/v5/fixed_luminosity_function/full_sky/galaxy_catalogue_z0p2.hdf5' + +f = h5py.File(fpath, mode='r') + +ra = f["Data/ra"][...] +dec = f["Data/dec"][...] +zobs = f["Data/z_obs"][...] +z = f["Data/z_cos"][...] +r = f["Data/app_mag"][...] +M = f["Data/abs_mag"][...] +gmr = f["Data/g_r"][...] +tt = f["Data/galaxy_type"][...] +hmass = f["Data/halo_mass"][...] +mxxlid = f["Data/mxxl_id"][...] + +isin = (r <= 19.5) + +print(len(ra), len(nmock), 100. * np.mean(isin)) + +exit(0) + +names = ['RA', 'DEC', 'ZSURV', 'ZOBS', 'MRH', 'RMAG_DRED', 'REFGMR0P1', 'GTYPE', 'HMASS', 'NMOCK', 'HALOID'] +data = Table(np.c_[ra[isin], dec[isin], z[isin], zobs[isin], M[isin], r[isin], gmr[isin], tt[isin], hmass[isin], mxxlid[isin]], names=names) +data['HALOID'] = data['HALOID'].data.astype(np.int) +data['LUMDIST'] = cosmo.luminosity_distance(dat['ZSURV'].data) +data['DISTMOD'] = distmod(dat['ZSURV'].data) +data['FIELD'] = gama_field(data['RA'], data['DEC']) +data['IN_D8LUMFN'] = np.zeros_like(data['FIELD'], dtype=int) +data['CONSERVATIVE'] = np.zeros_like(data['FIELD'], dtype=int) + +xyz = cartesian(data['RA'], data['DEC'], dat['ZSURV']) + +data['CARTESIAN_X'] = xyz[:,0] +data['CARTESIAN_Y'] = xyz[:,1] +data['CARTESIAN_Z'] = xyz[:,2] + +xyz = rotate(data['RA'], data['DEC'], xyz) + +data['ROTCARTESIAN_X'] = xyz[:,0] +data['ROTCARTESIAN_Y'] = xyz[:,1] +data['ROTCARTESIAN_Z'] = xyz[:,2] + +# data['GMR'] = dat['GMAG_DRED_SDSS'] - dat['RMAG_DRED_SDSS'] +data['DETMAG'] = dat['RMAG_DRED'] + +isin, idx = is_point_in_desi(tiles, data['RA'].data, data['DEC'].data, return_tile_index=True) + +data['TILEID'] = tiles['TILEID'].data[idx] +data['ROSETTE'] = tiles['ROSETTE'].data[idx] +data['TARGETID'] = np.arange(len(data), dtype=np.int64) + +root = "/global/cscratch1/sd/mjwilson/desi/BGS/lumfn/MXXL/" +fpath = root + "galaxy_catalogue_sv3s_v4.fits" + +data.write(fpath, format='fits', overwrite=True) + +print('Done {}.'.format(fpath)) diff --git a/src/lumfn/mxxl/define_sample.py b/src/lumfn/mxxl/define_sample.py new file mode 100644 index 00000000..03e35371 --- /dev/null +++ b/src/lumfn/mxxl/define_sample.py @@ -0,0 +1,20 @@ +import numpy as np + +from params import params +from zmin import zmin +from GAMA.in_gama import in_gama + + +def define_sample(bright_merge_obs, vmin=params['vmin'], zmax=params['zmax'], printit=False): + isin = (bright_merge_obs['RMAG_DRED'] <= params['rlim']) + + # redrock misidentifies stars as galaxies, but at v < 200 km/s. + isin = isin & (bright_merge_obs['Z'] >= zmin(vmin)) + + # Color corrections well-defined to 0.5, extrapolated otherwise. + isin = isin & (bright_merge_obs['Z'] <= zmax) + + if printit: + print('Selecting {:.3f}% of sample'.format(100. * np.mean(isin))) + + return isin diff --git a/src/lumfn/mxxl/gen_cats.py b/src/lumfn/mxxl/gen_cats.py new file mode 100644 index 00000000..a678ed08 --- /dev/null +++ b/src/lumfn/mxxl/gen_cats.py @@ -0,0 +1,150 @@ +import os +import sys +import time +import h5py +import fitsio +import pylab as pl +import numpy as np +import astropy.io.fits as fits + +from astropy.table import Table, join, vstack +from desitarget.sv3 import sv3_targetmask +from matplotlib.pyplot import figure +from scipy.optimize import curve_fit + +sys.path.append('/global/homes/m/mjwilson/desi/BGS/lumfn/bin') +sys.path.append('/global/homes/m/mjwilson/desi/BGS/lumfn/py/') +sys.path.append('/global/homes/m/mjwilson/desi/BGS/lumfn/py/lumfn/') + +sys.path.append('/global/homes/m/mjwilson/desi/LSS/bin/') +sys.path.append('/global/homes/m/mjwilson/desi/LSS/py/') + +from distances import comoving_distance, comoving_volume, dist_mod +from ajs_kcorr import ajs_kcorr +from mxxl_ecorr import mxxl_ecorr +from tmr_ecorr import tmr_ecorr +from abs_mag import abs_mag +from vmax import zmax, vmax +from ref_gmr import ajs_reference_gmr, tmr_reference_gmr +from params import params +from zmin import zmin +from rlim import rlim +from MXXL.define_sample import define_sample +from MXXL.mxxl_params import mxxl_params + + +root = "/global/cscratch1/sd/mjwilson/desi/BGS/lumfn/MXXL/" + +# fpath = root + "galaxy_catalogue_small.hdf5" +fpath = root + "galaxy_catalogue_sv3s_v4.fits" + +print(fpath) + +version = 0.8 +todisk = True +dryrun = False +tmr = False +runtime_lim = 10. # only if dryrun. + +odir = os.environ['CSCRATCH'] + '/desi/BGS/lumfn/' + +print(version, odir) +''' +f = h5py.File(fpath, mode='r') + +ra = f["Data/ra"][...] +dec = f["Data/dec"][...] +z = f["Data/z_cos"][...] +r = f["Data/app_mag"][...] + +# Absolute magnitude: k-corrected to the r at z=0.1 band but no E. +# Rest frame g-r colour in the z=0.1 shifted SDSS bands. +Mrh = f["Data/abs_mag"][...] +gmr = f["Data/g_r"][...] + +f.close() + + +mxxl = Table(np.c_[ra, dec, z, r, Mrh, gmr], names=['RA', 'DEC', 'Z', 'RMAG_DRED', 'MRH', 'REFGMR0P1']) +''' + +mxxl = Table.read(fpath) +mxxl = mxxl[np.isin(mxxl['NMOCK'].data, np.arange(0, 5, 1))] + +mxxl = mxxl[define_sample(mxxl)] + +if todisk: + mxxl.write('{}/MXXL/bright_v{:.1f}.fits'.format(odir, version), format='fits', overwrite=True) + +exit(0) + +kcorrector = ajs_kcorr() + +derived = [] +start = time.time() + +tids = [] + +for ii, row in enumerate(mxxl): + tids.append(row['TARGETID']) + + rmag = row['RMAG_DRED'] + zz = row['Z'] + + # Needed to define r mag. limit (at 19.5 for S). + psys = 'S' + + insample = define_sample(row) + + # See dedicated fsky calc. notebook. + vol = comoving_volume(zmin(params['vmin']), zz, fsky=mxxl_params['fsky']) + + # one_reference_gmr(kcorrector, gmr, zz, zref=kcorrector.z0, ecorr=False) + org_gmr = row['REFGMR0P1'] + + gmr = org_gmr + kcorrector.ref_eval(org_gmr, zz, band='g')[0] - kcorrector.ref_eval(org_gmr, zz, band='r')[0] + + Mrh = abs_mag(kcorrector, rmag, None, zz, ref_gmr=org_gmr, tmr=tmr).item() + + maxz = zmax(kcorrector, rlim(psys), Mrh, None, zz, ref_gmr=org_gmr, tmr=tmr) + + ## (!!!) + maxz = np.minimum(maxz, params['zmax']) + + maxv = vmax(kcorrector, rlim(psys), Mrh, None, zz, min_z=zmin(params['vmin']), fsky=mxxl_params['fsky'], max_z=maxz) + + mu = dist_mod(maxz) + rk = kcorrector.ref_eval(org_gmr, maxz, band='r')[0] + + if tmr: + rk = kcorrector.shift_refz(rk, org_gmr, ref_z=0.0, band='r') + + tmr_ref_gmr = tmr_reference_gmr(kcorrector, org_gmr) + + rk += tmr_ecorr(maxz, tmr_ref_gmr) + + else: + rk += mxxl_ecorr(maxz) + + rk = rk.item() + + derived.append([insample, mu, vol, Mrh, rk, gmr, maxz, 1. / maxv]) + + if not (ii % 100): + runtime = (time.time()-start) / 60. + + percentage_complete = 100. * ii / len(mxxl) + + print('{:.2f} complete after {:.2f} minutes.'.format(percentage_complete, runtime)) + + if dryrun & (runtime > runtime_lim): + break + +derived = Table(np.array(derived), names=['INSAMPLE', 'DISTMOD_ZMAX', 'VOLUME', 'MRH', 'RKCORR_ZMAX', 'GMR_DRED', 'ZMAX', 'IVMAX']) +derived['TARGETID'] = np.array(tids, dtype=np.int64) +derived.pprint(max_width=-1) + +if todisk: + derived.write('{}/MXXL/bright_derived_v{:.1f}.fits'.format(odir, version), format='fits', overwrite=True) + +print('Done.') diff --git a/src/lumfn/mxxl/mxxl_params.py b/src/lumfn/mxxl/mxxl_params.py new file mode 100644 index 00000000..deb8790d --- /dev/null +++ b/src/lumfn/mxxl/mxxl_params.py @@ -0,0 +1 @@ +mxxl_params = {'fsky': 1.0, 'ref_z': 0.1} diff --git a/src/lumfn/mxxl/rotate_mock.py b/src/lumfn/mxxl/rotate_mock.py new file mode 100644 index 00000000..061bdf18 --- /dev/null +++ b/src/lumfn/mxxl/rotate_mock.py @@ -0,0 +1,450 @@ +""" +Rotates the (ra,dec) coordinates of the BGS 1% mocks +""" +import numpy as np +from astropy.modeling.rotations import EulerAngleRotation + + +def radec2xyz(ra, dec): + """ + Convert ra and dec (in degrees) to 2d array of x, y, z unit vectors + + Args: + ra: array of ra (in degrees) + dec: array of dec (in degrees) + Returns: + 2D array of unit vectors with shape (3,N) + """ + theta = (90-dec) * np.pi / 180. + phi = ra * np.pi / 180. + + x = np.sin(theta)*np.cos(phi) + y = np.sin(theta)*np.sin(phi) + z = np.cos(theta) + + return np.vstack((x, y, z)) + + +def xyz2radec(vector): + """ + Convert 2d array of x, y, z unit vectors to ra and dec (in degrees) + + Args: + vector: 2D array of unit vectors with shape (3,N) + Returns: + array of ra (in degrees) + array of dec (in degrees) + """ + x, y, z = np.vsplit(vector, 3) + + r = np.sqrt(x**2 + y**2 + z**2) + theta = np.arccos(z/r) + phi = np.arctan2(y,x) + + ra = phi * 180 / np.pi + dec = 90 - (theta* 180 / np.pi) + + ra[ra<0] += 360 + ra[ra>360] -= 360 + + return ra, dec + + +def rotate(ra, dec, rotation_matrix): + """ + Rotates ra and dec coordinates on the sky, using a rotation matrix + + Args: + ra: array of ra (in degrees) + dec: array of dec (in degrees) + rotation_matrix: 3x3 array containing the rotation matrix + Returns: + array of ra after rotation (in degrees) + array of dec after rotation (in degrees) + """ + + vector = radec2xyz(ra, dec) + vector_rot = np.dot(rotation_matrix, vector) + ra_new, dec_new = xyz2radec(vector_rot) + + return ra_new[0], dec_new[0] + + +def get_rotation_matrix(theta, ra, dec): + """ + Returns the rotation matrix needed to rotate by angle theta about a point + on the sky + + Args: + theta: rotation angle (in degrees) + ra: ra coordinate that the rotation is performed around (in degrees) + dec: dec coordinate that the rotation is performed around (in degrees) + Returns: + 3x3 array containing the rotation matrix + """ + # convert theta to radians + theta *= np.pi/180. + + # convert ra, dec to a 3D Cartesian vector + x,y,z = radec2xyz(ra, dec) + rotation_axis=[x[0],y[0],z[0]] + + # get rotation matrix + R = np.zeros((3,3)) + for j in range(3): + for k in range(3): + if j==k: + R[j][k] = np.cos(theta/2.)**2 + \ + np.sin(theta/2.)**2 * (2*rotation_axis[j]**2 - 1) + else: + l = 3-(j+k) + R[j][k] = 2*rotation_axis[j]*rotation_axis[k]*\ + np.sin(theta/2.)**2 + \ + (-1)**((l-k+3)%3)*rotation_axis[l]*np.sin(theta) + + return R + + +def multiply_rotation_matrices(*Rs): + """ + Performs matrix multiplication to combine a series of rotation matrices into + a single matrix + + Args: + *Rs: rotation matrices + Returns: + 3x3 array containing the combined rotation matrix + """ + R = Rs[0] + for i in range(1,len(Rs)): + R = np.matmul(R, Rs[i]) + return R + + +def __rotate_orientation_v1_1(ra, dec, N, flip=False, inverse=False): + """ + Takes the ra, dec coordinates of one of the 1% mocks, read directly from the file, + and rotates the coordinates so that they cover the 1% footprint. + This function is for the first orientation of version 1 of the footprint, + which is near dec=0. + + Args: + ra: array of ra (in degrees) + dec: array of dec (in degrees) + N: integer from 0 to 11, which specifies which replication this is, along ra + flip: If True, also flips the coordinates, to cover dec<0. Default is False + inverse: If True, applies the inverse rotation. Default is False + Returns: + array of ra after rotation (in degrees) + array of dec after rotation (in degrees) + """ + if flip and not inverse: + ra, dec = 360-ra, -dec + + if inverse: + R1 = get_rotation_matrix(theta=-14, ra=20, dec=15) + R2 = get_rotation_matrix(theta=N*30, ra=0, dec=90) + R = multiply_rotation_matrices(R2,R1) + else: + R1 = get_rotation_matrix(theta=-N*30, ra=0, dec=90) + R2 = get_rotation_matrix(theta=14, ra=20, dec=15) + R = multiply_rotation_matrices(R2,R1) + + ra_new, dec_new = rotate(ra, dec, R) + + if flip and inverse: + return 360-ra_new, -dec_new + else: + return ra_new, dec_new + + +def __rotate_orientation_v1_2(ra, dec, N, flip=False, inverse=False): + """ + Takes the ra, dec coordinates of one of the 1% mocks, read directly from the file, + and rotates the coordinates so that they cover the 1% footprint. + This function is for the second orientation of version 1 of the footprint, + which is similar to the first, but with the two regions swapped + + Args: + ra: array of ra (in degrees) + dec: array of dec (in degrees) + N: integer from 0 to 11, which specifies which replication this is, along ra + flip: If True, also flips the coordinates, to cover dec<0. Default is False + inverse: If True, applies the inverse rotation. Default is False + Returns: + array of ra after rotation (in degrees) + array of dec after rotation (in degrees) + """ + if flip and not inverse: + ra, dec = 360-ra, -dec + + if inverse: + R1 = get_rotation_matrix(theta=-14, ra=20, dec=15) + R2 = get_rotation_matrix(theta=181, ra=57, dec=20) + R3 = get_rotation_matrix(theta=N*30+14.435, ra=0, dec=90) + R = multiply_rotation_matrices(R3,R2,R1) + else: + R1 = get_rotation_matrix(theta=-N*30-14.435, ra=0, dec=90) + R2 = get_rotation_matrix(theta=-181, ra=57, dec=20) + R3 = get_rotation_matrix(theta=14, ra=20, dec=15) + R = multiply_rotation_matrices(R3,R2,R1) + + ra_new, dec_new = rotate(ra, dec, R) + + if flip and inverse: + return 360-ra_new, -dec_new + else: + return ra_new, dec_new + + +def __rotate_orientation_v1_3(ra, dec, N, flip=False, inverse=False): + """ + Takes the ra, dec coordinates of one of the 1% mocks, read directly from the file, + and rotates the coordinates so that they cover the 1% footprint. + This function is for the third orientation of version 1 of the footprint, + where one of the regions is close to dec=90 + + Args: + ra: array of ra (in degrees) + dec: array of dec (in degrees) + N: integer from 0 to 11, which specifies which replication this is, along ra + flip: If True, also flips the coordinates, to cover dec<0. Default is False + inverse: If True, applies the inverse rotation. Default is False + Returns: + array of ra after rotation (in degrees) + array of dec after rotation (in degrees) + """ + if flip and not inverse: + ra, dec = 360-ra, -dec + + if inverse: + R1 = get_rotation_matrix(theta=-14, ra=20, dec=15) + R2 = get_rotation_matrix(theta=-55, ra=40, dec=0) + R3 = get_rotation_matrix(theta=-45, ra=110, dec=-30) + R4 = get_rotation_matrix(theta=30*N-60, ra=0, dec=90) + R = multiply_rotation_matrices(R4,R3,R2,R1) + else: + R1 = get_rotation_matrix(theta=-30*N+60, ra=0, dec=90) + R2 = get_rotation_matrix(theta=45, ra=110, dec=-30) + R3 = get_rotation_matrix(theta=55, ra=40, dec=0) + R4 = get_rotation_matrix(theta=14, ra=20, dec=15) + R = multiply_rotation_matrices(R4,R3,R2,R1) + + ra_new, dec_new = rotate(ra, dec, R) + + if flip and inverse: + return 360-ra_new, -dec_new + else: + return ra_new, dec_new + + +def __rotate_orientation_v1_4(ra, dec, N, flip=False, inverse=False): + """ + Takes the ra, dec coordinates of one of the 1% mocks, read directly from the file, + and rotates the coordinates so that they cover the 1% footprint. + This function is for the fourth orientation of version 1 of the footprint, + where the two regions are close to dec=+-50 + + Args: + ra: array of ra (in degrees) + dec: array of dec (in degrees) + N: integer from 0 to 11, which specifies which replication this is, along ra + flip: If True, also flips the coordinates, to cover dec<0. Default is False + inverse: If True, applies the inverse rotation. Default is False + Returns: + array of ra after rotation (in degrees) + array of dec after rotation (in degrees) + """ + if flip and not inverse: + ra, dec = 360-ra, -dec + + if inverse: + R1 = get_rotation_matrix(theta=-14, ra=20, dec=15) + R2 = get_rotation_matrix(theta=-75, ra=40, dec=0) + R3 = get_rotation_matrix(theta=30*N-10, ra=0, dec=90) + R = multiply_rotation_matrices(R3,R2,R1) + else: + R1 = get_rotation_matrix(theta=-30*N+10, ra=0, dec=90) + R2 = get_rotation_matrix(theta=75, ra=40, dec=0) + R3 = get_rotation_matrix(theta=14, ra=20, dec=15) + R = multiply_rotation_matrices(R3,R2,R1) + + ra_new, dec_new = rotate(ra, dec, R) + + if flip and inverse: + return 360-ra_new, -dec_new + else: + return ra_new, dec_new + + +def __rotate_orientation_v2(ra, dec, N, flip=False, inverse=False): + """ + Takes the ra, dec coordinates of one of the 1% mocks, read directly from the file, + and rotates the coordinates so that they cover the 1% footprint. + This function is for version 2 of the footprint. + + Args: + ra: array of ra (in degrees) + dec: array of dec (in degrees) + N: integer from 0 to 11, which specifies which replication this is, along ra + flip: If True, also flips the coordinates, to cover dec<0. Default is False + inverse: If True, applies the inverse rotation. Default is False + Returns: + array of ra after rotation (in degrees) + array of dec after rotation (in degrees) + """ + + angles = np.array([0,2,4,11,13,15,22,24,26,33,35,37,44,46,48,55,57,59]) * 5 + + if flip and not inverse: + ra, dec = 360-ra, -dec + + if inverse: + R1 = get_rotation_matrix(theta=-30, ra=217, dec=35) + R2 = get_rotation_matrix(theta=-angles[N], ra=0, dec=90) + R = multiply_rotation_matrices(R2,R1) + else: + R1 = get_rotation_matrix(theta=angles[N], ra=0, dec=90) + R2 = get_rotation_matrix(theta=30, ra=217, dec=35) + R = multiply_rotation_matrices(R2,R1) + + ra_new, dec_new = rotate(ra, dec, R) + + if flip and inverse: + return 360-ra_new, -dec_new + else: + return ra_new, dec_new + + +def rotate_mock(ra, dec, nmock, inverse=False, version=2): + """ + Rotates the ra, dec coordinates of the 1% mocks on the sky, mapping them + back to the original 1% survey footprint + + Args: + ra: array of ra (in degrees) + dec: array of dec (in degrees) + nmock: integer from 0 to 95, specifying the mock number + inverse: if True, applies the inverse rotation. Default is False + version: version of the footprint. Default is version 2 + Returns: + array of ra after rotation (in degrees) + array of dec after rotation (in degrees) + """ + + if version==2: + + if nmock < 0 or nmock >= 36: + raise ValueError("nmock must be between 0 and 35") + + if nmock < 18: + ra_new, dec_new = __rotate_orientation_v2(ra, dec, nmock, inverse=inverse) + else: + ra_new, dec_new = __rotate_orientation_v2(ra, dec, nmock-18, flip=True, inverse=inverse) + + + elif version==1: + + if nmock < 0 or nmock >= 96: + raise ValueError("nmock must be between 0 and 95") + + if nmock < 24: + if nmock%2==0: + ra_new, dec_new = __rotate_orientation_v1_1(ra, dec, nmock//2, inverse=inverse) + else: + ra_new, dec_new = __rotate_orientation_v1_2(ra, dec, nmock//2, inverse=inverse) + + elif nmock < 48: + if nmock%2==0: + ra_new, dec_new = __rotate_orientation_v1_1(ra, dec, (nmock-24)//2, flip=True, inverse=inverse) + else: + ra_new, dec_new = __rotate_orientation_v1_2(ra, dec, (nmock-24)//2, flip=True, inverse=inverse) + + elif nmock < 60: + ra_new, dec_new = __rotate_orientation_v1_3(ra, dec, (nmock-48), inverse=inverse) + elif nmock < 72: + ra_new, dec_new = __rotate_orientation_v1_3(ra, dec, (nmock-60), flip=True, inverse=inverse) + + elif nmock < 84: + ra_new, dec_new = __rotate_orientation_v1_4(ra, dec, (nmock-72), inverse=inverse) + elif nmock < 96: + ra_new, dec_new = __rotate_orientation_v1_4(ra, dec, (nmock-84), flip=True, inverse=inverse) + + else: + raise ValueError("Invalid version number") + + return ra_new, dec_new + + + +def test(version=2): + """ + Reads in BGS mock mock and makes some test plots + """ + + if version==1: + Nmock = 96 + elif version==2: + Nmock = 36 + + import h5py + import matplotlib.pyplot as plt + + # read ra, dec and nmock from BGS mock + print("Reading mock") + f = h5py.File("/project/projectdirs/desi/mocks/bgs/MXXL/full_sky/v0.0.4/BGS_r20.6.hdf5","r") + ra = f["Data/ra"][...][::200] + dec = f["Data/dec"][...][::200] + f.close() + + f = h5py.File("/project/projectdirs/desi/mocks/bgs/MXXL/one_percent/one_percent_v%i.hdf5"%version,"r") + nmock = f["nmock"][...][::200] + f.close() + + # plot the ra, dec coordinates of the 96 1% mocks + print("Plotting 1% mocks") + plt.figure(dpi=200) + for i in range(Nmock): + idx = nmock==i + ra_i, dec_i = ra[idx], dec[idx] + plt.scatter(ra_i, dec_i, s=1, edgecolor="none") + plt.xlim(0,360) + plt.ylim(-90,90) + plt.xlabel("ra (deg)") + plt.ylabel("dec (deg)") + plt.show() + + # plot the ra, dec coordinates of the 96 1% mocks after rotation + print("Rotating mocks") + plt.figure(dpi=200) + for i in range(Nmock): + idx = nmock==i + ra_i, dec_i = ra[idx], dec[idx] + ra_i, dec_i = rotate_mock(ra_i, dec_i, nmock=i, version=version) + plt.scatter(ra_i, dec_i, s=1, edgecolor="none") + plt.xlim(0,360) + plt.ylim(-90,90) + plt.xlabel("ra (deg)") + plt.ylabel("dec (deg)") + plt.show() + + # plot the ra, dec coordinates of the 96 1% mocks after inverse rotation + print("Inverse rotation") + plt.figure(dpi=200) + for i in range(Nmock): + idx = nmock==i + ra_i, dec_i = ra[idx], dec[idx] + ra_i, dec_i = rotate_mock(ra_i, dec_i, nmock=i, version=version) + ra_i, dec_i = rotate_mock(ra_i, dec_i, nmock=i, inverse=True, version=version) + plt.scatter(ra_i, dec_i, s=1, edgecolor="none") + plt.xlim(0,360) + plt.ylim(-90,90) + plt.xlabel("ra (deg)") + plt.ylabel("dec (deg)") + plt.show() + + + +if __name__ == "__main__": + + test() \ No newline at end of file diff --git a/src/lumfn/photoz.py b/src/lumfn/photoz.py new file mode 100644 index 00000000..ccff890a --- /dev/null +++ b/src/lumfn/photoz.py @@ -0,0 +1,52 @@ +import pylab as pl +import numpy as np +import astropy.units as u + +from cosmo import distcom +from astropy.table import Table, join, unique +from astropy.coordinates import SkyCoord + + +sci = Table.read('/cosma/home/durham/dc-wils7/data/gkvScienceCatv02.fits') +sci = sci[::10] + +''' +for x in sci.dtype.names: + print(x) +''' +# photoz = Table.read('/cosma/home/durham/dc-wils7/data/EAZYPhotoZv02.fits') + +cs = SkyCoord(ra=sci['RAcen'], dec=sci['Deccen']) +catalogs = SkyCoord(ra=sci['RAcen'], dec=sci['Deccen']) + +for cc in cs: + idxc, idxcatalog, d2d, d3d = catalog.search_around_sky(cs, 6. * u.arcmin) + + matches = sci[idxc[d2d > 2. * u.arcsec]] + matches['D2D'] = d2d[d2d > 2. * u.arcsec] + matches.sort('D2D') + + matches = unique(sci, keys='uberID', keep='first') + sci.pprint() + +# sci = join(sci, photoz, join_type='left', keys='uberID') +# sci = sci[sci['SC'] >= 7] +# sci = sci[sci['NQ'] >= 3] +# sci.pprint() + +''' +chi_s = distcom(sci['Z']) +chi_p = distcom(sci['z_peak']) + +pl.plot(sci['Z'], np.abs(chi_s - chi_p), marker=',', lw=0.0, c='k') + +pl.xlim(0.0, 0.8) +# pl.ylim(0.0, 0.8) + +pl.xlabel(r'$z_s$') +# pl.ylabel(r'$z_p$') + +pl.yscale('log') + +pl.savefig('test.pdf') +'''