From 46f3be39c13f4d82f40c0efc57f3b5f6e5d8df50 Mon Sep 17 00:00:00 2001 From: Nicholas Landry Date: Mon, 22 Apr 2024 09:09:35 -0400 Subject: [PATCH] Add the ability to draw hypergraphs as a bipartite graph (#492) * add bipartite layout * Update draw.py * update * remove unused imports * updates * fix import error * update with reduced functionality * Update draw.py * fix unit tests and functionality * removed unnecessary imports * removed references to old drawing function * formatting * add instructions * Update HOW_TO_CONTRIBUTE.md * Update developer.txt * add tests * fix api and documentation * updated changelog and upversion * Revert "updated changelog and upversion" This reverts commit a069b11ea099eb54ec5b7799d61ac6cc91952fd2. * updates * response to review * updated kernel * Update Tutorial 7 - Directed Hypergraphs.ipynb * updates * Update docs * Fix failing tests * Removed bad looking drawings * added unit tests and updated code to match * fixed a bug * response to review * Added explanatory comment * Update xgi/drawing/draw.py Co-authored-by: Maxime Lucas * Update xgi/drawing/draw.py Co-authored-by: Maxime Lucas * Update xgi/drawing/draw.py Co-authored-by: Maxime Lucas * Response to review * Remove broken conventional commits link * Update Tutorial 5 - Plotting.ipynb * added and fixed tests * added documentation * Fixed colormap * fixed edge color issue. --------- Co-authored-by: Maxime Lucas --- HOW_TO_CONTRIBUTE.md | 19 +- benchmarks/hypernetx.ipynb | 3 +- benchmarks/networkx.ipynb | 2 +- docs/source/api/drawing/xgi.drawing.draw.rst | 4 +- .../source/api/drawing/xgi.drawing.layout.rst | 1 + docs/source/api/recipes/recipes.ipynb | 4 +- .../In Depth 2 - Drawing hyperedges.ipynb | 19 +- .../In Depth 3 - Drawing DiHypergraphs.ipynb | 224 ++--- ...n Depth 4 - Drawing multilayer-style.ipynb | 29 +- ...l 1 - Basic Hypergraph Functionality.ipynb | 1 - ...l 3 - Basic simplicial complex usage.ipynb | 3 - .../api/tutorials/Tutorial 5 - Plotting.ipynb | 345 +++++-- .../Tutorial 7 - Directed Hypergraphs.ipynb | 42 +- .../api/tutorials/XGI in 15 minutes.ipynb | 1 - .../api/tutorials/XGI in 5 minutes.ipynb | 1 - tests/drawing/test_draw.py | 169 +++- tests/drawing/test_layout.py | 30 + xgi/drawing/draw.py | 891 +++++++++++++----- xgi/drawing/draw_utils.py | 2 +- xgi/drawing/layout.py | 107 ++- 20 files changed, 1344 insertions(+), 553 deletions(-) diff --git a/HOW_TO_CONTRIBUTE.md b/HOW_TO_CONTRIBUTE.md index b8a992cc6..fa1599816 100644 --- a/HOW_TO_CONTRIBUTE.md +++ b/HOW_TO_CONTRIBUTE.md @@ -7,16 +7,15 @@ Please note we have a [code of conduct](/CODE_OF_CONDUCT.md), please follow it i ## Pull Request process 1. Download the dependencies in the developer [requirements file](/requirements/developer.txt). -2. [Optional, but STRONGLY preferred] Label commits according to [Conventional Commits](https://www.conventionalcommits.org) style. -3. [Optional, but STRONGLY preferred] Add unit tests for features being added or bugs being fixed. -4. [Optional, but STRONGLY preferred] Include any new method/function in the corresponding docs file. -5. Run `pytest` to verify all unit tests pass. -6. [Optional, but STRONGLY preferred] Run `pylint xgi/ --disable all --enable W0611` and remove any unnecessary dependencies. -7. [Optional, but STRONGLY preferred] Run `isort .` and `nbqa isort .` to sort any new import statements in the source code and tutorials. -8. [Optional, but STRONGLY preferred] Run `black .` for consistent styling. -9. Update the "Current Version" section of CHANGELOG.md with overview of changes to the interface and add the usernames of all contributors. -10. Submit Pull Request with a list of changes, links to issues that it addresses (if applicable) -11. You may merge the Pull Request in once you have the sign-off of at least one other developer, or if you do not have permission to do that, you may request the reviewer to merge it for you. +2. [Optional, but STRONGLY preferred] Add unit tests for features being added or bugs being fixed. +3. [Optional, but STRONGLY preferred] Include any new method/function in the corresponding docs file. +4. Run `pytest` to verify all unit tests pass. +5. [Optional, but STRONGLY preferred] Run `pylint xgi/ --disable all --enable W0611` and `nbqa pylint . --disable all --enable W0611` and remove any unnecessary dependencies. +6. [Optional, but STRONGLY preferred] Run `isort .` and `nbqa isort .` to sort any new import statements in the source code and tutorials. +7. [Optional, but STRONGLY preferred] Run `black .` for consistent styling. +8. Update the "Current Version" section of CHANGELOG.md with overview of changes to the interface and add the usernames of all contributors. +9. Submit Pull Request with a list of changes, links to issues that it addresses (if applicable) +10. You may merge the Pull Request in once you have the sign-off of at least one other developer, or if you do not have permission to do that, you may request the reviewer to merge it for you. ## New Version process 1. Make sure that the Github Actions workflow runs without any errors. diff --git a/benchmarks/hypernetx.ipynb b/benchmarks/hypernetx.ipynb index 3611394c2..0ea1ce124 100644 --- a/benchmarks/hypernetx.ipynb +++ b/benchmarks/hypernetx.ipynb @@ -18,7 +18,6 @@ "import time\n", "\n", "import hypernetx as hnx\n", - "import pandas as pd\n", "\n", "import xgi" ] @@ -223,7 +222,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.6 | packaged by conda-forge | (main, Aug 22 2022, 20:38:29) [Clang 13.0.1 ]" + "version": "3.10.0" }, "vscode": { "interpreter": { diff --git a/benchmarks/networkx.ipynb b/benchmarks/networkx.ipynb index 1c5c7441c..3b0c1d15c 100644 --- a/benchmarks/networkx.ipynb +++ b/benchmarks/networkx.ipynb @@ -146,7 +146,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.10.4" + "version": "3.10.0" }, "orig_nbformat": 4 }, diff --git a/docs/source/api/drawing/xgi.drawing.draw.rst b/docs/source/api/drawing/xgi.drawing.draw.rst index 1b86cdbe3..356daed96 100644 --- a/docs/source/api/drawing/xgi.drawing.draw.rst +++ b/docs/source/api/drawing/xgi.drawing.draw.rst @@ -8,10 +8,12 @@ xgi.drawing.draw .. rubric:: Functions .. autofunction:: draw - .. autofunction:: draw_dihypergraph + .. autofunction:: draw_bipartite .. autofunction:: draw_multilayer .. autofunction:: draw_nodes .. autofunction:: draw_hyperedges + .. autofunction:: draw_undirected_dyads + .. autofunction:: draw_directed_dyads .. autofunction:: draw_simplices .. autofunction:: draw_node_labels .. autofunction:: draw_hyperedge_labels \ No newline at end of file diff --git a/docs/source/api/drawing/xgi.drawing.layout.rst b/docs/source/api/drawing/xgi.drawing.layout.rst index ec1542ac5..ebfacae5a 100644 --- a/docs/source/api/drawing/xgi.drawing.layout.rst +++ b/docs/source/api/drawing/xgi.drawing.layout.rst @@ -10,6 +10,7 @@ xgi.drawing.layout .. autofunction:: random_layout .. autofunction:: pairwise_spring_layout .. autofunction:: barycenter_spring_layout + .. autofunction:: edge_positions_from_barycenters .. autofunction:: weighted_barycenter_spring_layout .. autofunction:: pca_transform .. autofunction:: circular_layout diff --git a/docs/source/api/recipes/recipes.ipynb b/docs/source/api/recipes/recipes.ipynb index ab485e618..fe2990f12 100644 --- a/docs/source/api/recipes/recipes.ipynb +++ b/docs/source/api/recipes/recipes.ipynb @@ -530,8 +530,8 @@ "data": { "text/plain": [ "(,\n", - " (,\n", - " ))" + " (,\n", + " ))" ] }, "execution_count": 20, diff --git a/docs/source/api/tutorials/In Depth 2 - Drawing hyperedges.ipynb b/docs/source/api/tutorials/In Depth 2 - Drawing hyperedges.ipynb index 8555cdc75..02a1c1688 100644 --- a/docs/source/api/tutorials/In Depth 2 - Drawing hyperedges.ipynb +++ b/docs/source/api/tutorials/In Depth 2 - Drawing hyperedges.ipynb @@ -24,7 +24,6 @@ "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", - "import numpy as np\n", "\n", "import xgi" ] @@ -58,7 +57,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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\n", 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", 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\n", 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", 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\n", 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9m79o/nR1QUCS7vkOQaDBWBkAfGppaUmGYTje1bBklnQ6fVrXV647Wodb3bktsdHWhJt6MnQ2deprR76mruaurV946t9IY/+lug/5+rtS98erey+qQhgAfC6TycgwDC0uLjpax0RmQu+k31HZcs9dEF4SjoS3PPS41vmxnva07dFXj3xVzdHmrV9olqXnDkrZKs6NdH9C+vrZ6gpE1dgmAHyuvb1dR44c0erqqgzD0Pz8vCN1HGo/pN54r46njmupuORIDV5mlk2ZZVNFbX73yNoqw1ZbE9VuSxzuOazHDz2uaHgHPzZmX68uCEi0H3YIKwNAwORyOc3MzDjW1bBklnR2/qwmMhMN/2zYtuvHcOe2xEN7H9Jnhj6z8xDx1j+TLv+guuK++YHUfqi696JqhAEgoAqFgmZmZpRKpRzpaji5MqlT6VMqmVsPRoIzwuGwotGoju49qgcGHthwBHY0uskqwfIlaeJH0tUfVXaIcOBz0lfeqM0fABUhDAABVyqV1lsdN7qrYaaY0fHUcS0UFhr6udheNBzV0f6j2tuy+R0DoVDorjHXtwWGWEyxzDmFrv5YuvrXUnZq6w/99P+UPvwvavwnwU4QBgBIsrsazs7OamZmZtsxxjX9XKus9xbe06WlSw37TGytJdKixwYfU3e8uybXi8ViaorHdLBlQi3Gs9L1n0iFO86uhCLSHyak5oGafCYqQxgAcBvTNNdbHTeyq2FiNaG3595Wodq596iJrniXRgZG1BJtqdk1u7u7deDAATU1NdlPlPNS4u/trYSpn0vlrLTvSelLL9bsM1EZwgCADVmWtd7qOJ+vbkRxpVZLqzqROqG5/FxDPg+329OyR4/2P7qzOwZ2oLm5WcPDw+rs7Nz8RcVlafI5qWVI2vsPavK5qBxhAMCWLMvSwsKCEomEstls3T/PtEydXzyvC4tVdq9DVQ53HNaDPQ/WpLlROBzWvn37tGfPHs91VwwqwgCAHVtrdbyyUv/2wslsUifmTihfbsyqRJB9vOfj+nBnldMF79Db26sDBw4oFmP0sJcQBgBUbHl5WYZhaGmpvs2DcuWcTqZOKplL1vVzgiocCuvTfZ/WgbYDu75WS0uLDh48qPb29hpUhkYjDACo2urqqhKJhBYWFur2GZZl6cLSBZ1fOC9LfLuqlXgkrscGHlNfU9+urhOJRDQ0NKSBgQG2BDyMMABg13K5nAzD0Nxc/Q7+pXIpnZw7qdWSs9MY/aA91q6RgRG1x3b3t/j+/n7t379/8+ZD8AzCAICayefz610N6/GtpVAu6O25t5XIJmp+7aDoa+rTZwc+q6ZIU9XXaGtr0/DwsNra2mpYGZxEGABQc8Vicb2rYT1aHV9auqRzC+dkWo1vo+xlw23DeqTvEUVCkareH41GdeDAAfX29rIl4DOEAQB1UyqV1rsa1rrV8UJhQW/NvqWVUv3vbPCD+7vu1wNdD1T9Q3xwcFBDQ0OKRKoLEnA3wgCAuiuXy+tdDYvFzUfwVqpoFnU6fVqTK5M1u6bfhENhPdT7kA5VOQmwo6NDw8PDammpXUdCuA9hAEDDmKapubk5zczM1LSr4URmQu+k31HZauygJbeLhWN6tP9RDbYMVv7eWEzDw8Pq6empQ2VwG8IAgIazLEvz8/MyDKNmXQ0XC4s6kTqhpWJ9ex94RWu0VY8NPKaueFdF7wuFQtqzZ4/27duncHj33QjhDYQBAI6xLEuLi4syDKMmXQ1LZkln589qIjOx++I8rDverZHBETVHmit6X1dXl4aHh28OFEJgEAYAuMLy8rISiYSWl5d3fa3rK9d1On1aJbNxo5jdYm/LXh3tP1rRsKGmpiYNDw+rq6uyVQT4B2EAgKusrKzIMIxddzXMFDM6njquhcLuruMlhzsO65M9n9zxHQPhcFh79+7Vnj172BIIOMIAAFfKZrMyDEPpdLrqa5Stss7Nn9Pl5cs1rMydHux5UEc6j+z49T09PTpw4IDi8Xgdq4JXEAYAuFo+n19vdVztt6vp1WmdmjulglmocXXOi4Qi+kz/ZzTUOrSj1zc3N2t4eFidnZ11rgxeQhgA4AmFQkHJZLLqroarpVUdTx1XOl/9SoPbNEWa9NjAY+pt6t32teFwWENDQxocHKR7IO5CGADgKaVSSclkUslksuKuhqZl6v2F9zW+NF6n6hqnI9ahkcERtUW3nw/Q19en/fv3KxaLNaAyeBFhAIAnlcvl9VbHpVJldw3MZGd0cu6k8uXaNT5qpIHmAT3a/6jika33+1tbWzU8PKz29t1NJ4T/EQYAeNpaV0PDMFQo7PxMQK6c08nUSSVzyTpWV3sH2w7qkb5HFA5tfvo/Eolo//796u/vZ0sAO0IYAOALlmUpnU7LMAzlcrkdv+fC0gWdXzgvS+7/VvjRro/qo90f3fI1AwMDGhoaUjS68z4DAGEAgK9YlqWFhQUZhqHV1dUdvSeVS+lE6oSy5dq0Rq61cCish3sf1j3t92z6mra2Nh08eFCtra0NrAx+QRgA4FtLS0tKJBLKZDLbvjZfzuvtubdlZI0GVLZzsXBMnx34rAaaBzb+/VhM+/fvV19fX4Mrg58QBgD4XiaTkWEYWlxc3Pa1l5Yu6dzCOZlW5bcv1lprtFUjAyPqjN/dEyAUCmlwcFD79u1TJBJxoDr4CWEAQGCsrq7KMAzNz89v+br5/LyOp45rpbT74UnV6on36LHBxzYcNtTR0aGDBw+qubmyQUTAZggDAAInl8uttzre7Ftg0SzqdPq0JlcmG1ydNNQ6pE/3ffquYUPxeFwHDhxQT09Pw2uCvxEGAARWoVDQzMyMUqnUpl0NJzITOpM+07BtgyOdR/SJ7k/cdktgKBTS3r17tXfvXgYKoS4IAwACr1gsrrc63qir4WJhUcdTx7Vc3P145c2EFNInej5x17Chrq4uDQ8Pq6mpqW6fDRAGAOCGcrm83ur4zq6GJbOkd+bf0dXM1Zp/biQU0dH+o9rXum/9uaamJg0PD6urq6vmnwfciTAAAHcwTVOpVEqGYahYLN72e9dXrut0+rRKZmUtkDfTHGnWyOCIuuPdkuyBQvv27dPg4CBbAmgYwgAAbMKyrPVWx/n8zTkGmWJGx1PHtVBY2NX1O2OdGhkcUWvUbhTU09OjAwcOKB7feuYAUGuEAQDYhmVZmp+fl2EYymbtLoVlq6xz8+d0eflyVdccbB7UowOPKhaOqaWlRcPDw+ro6Khl2cCOEQYAoAKLi4tKJBJaWbF7EEyvTuvtubdVNIvbvPOme9rv0cO9DysWjWloaEgDAwMMFIKjCAMAUIXl5WUZhqGlpSWtllZ1PHVc6Xx62/c90P2APtL1EfX392toaEixWKwB1QJbIwwAwC6srKzYDYzm03p/4X2NL41v+LpwKKxP9X1K9w/cr4MHD6qtra3BlQKbIwwAQA1ks1kZhqHzU+d1Yu6ECuXC+u/Fw3F9bt/n9NB9D6mvr48tAbgOYQAAaiifz2tiakIvXnhRs9lZtUXb9M0HvqmPHPqIotHo9hcAHEAYAIA6KBQKGvuL/6pDwx9V5ze+5XQ5wJYIAwBQL1/5ilQqSb/5jdOVAFuivRUA1MuxY9Irr0jXrztdCbAlwgAA1MtTT0nNzdKPf+x0JcCW2CYAgHr64z+Wxsakd95xuhJgU6wMAEA9jY5KZ89K777rdCXApggDAFBPX/2q1Nsr/fCHTlcCbIowAAD1FI/bWwU/+pFkmk5XA2yIMAAA9XbsmH1HweuvO10JsCHCAADU28iIdOgQWwVwLcIAANRbKGSvDvzt30r5vNPVAHchDABAIxw7Ji0sSL/8pdOVAHehzwAANMqnPmVvF/z0p05XAtyGlQEAaJRjx6Tnn7dXCAAXIQwAQKN8+9tSsSj95CdOVwLchm0CAGgkJhnChVgZAIBGOnZMevVVJhnCVQgDANBITz0lNTUxyRCuwjYBADQakwzhMqwMAECjHTvGJEO4CmEAABrtySeZZAhXIQwAQKPF49LTTzPJEK5BGAAAJ4yOMskQrkEYAAAnMMkQLkIYAAAnMMkQLkIYAACnMMkQLkGfAQBw0iOPSPfeyyRDOIqVAQBw0ugokwzhOMIAADhpbZIhKwNwENsEAOA0JhnCYawMAIDTmGQIhxEGAMBpTDKEw9gmAAA3YJIhHMTKAAC4AZMM4SDCAAC4AZMM4SDCAAC4AZMM4SDCAAC4xbFjTDKEIwgDAOAWTDKEQwgDAOAW4bD03e8yyRANRxgAADdhkiEcQJ8BAHCbRx6RDh+WfvITpytBQLAyAABuMzoq/eIXTDJEwxAGAMBtmGSIBmObAADc6IknpHKZSYZoCFYGAMCNRkftSYaTk05XggAgDACAGzHJEA3ENgEAuBWTDNEgrAwAgFsxyRANQhgAALdikiEahDAAAG7FJEM0CGEAANyMSYZoAMIAALgZkwzRAIQBAHAzJhmiAQgDAOB2TDJEndFnAAC8gEmGqCNWBgDAC44dY5Ih6oYwAABe8J3vMMkQdcM2AQB4xRNP2P0GXn7Z6UrgM6wMAIBXjI5Kr7zCJEPUHGEAALyCSYaoE7YJAMBLnn5aunCBSYaoKVYGAMBLRkftSYbnzjldCXyEMAAAXsIkQ9QBYQAAvGRtkuEPf8gkQ9QMYQAAvGZtkuEbbzhdCXyCMAAAXjMyIt1zj/RXf+V0JfAJwgAAeE04bK8OMMkQNUIYAAAvYpIhaog+AwDgVUwyRI2wMgAAXnXsmPT880wyxK4RBgDAq779balQYJIhdo1tAgDwMiYZogZYGQAALzt2jEmG2DXCAAB4GZMMUQNsEwCA1z39tDQ+Lp0543Ql8ChWBgDA60ZH7ZHGTDJElQgDAOB1TDLELhEGAMDr4nHpj/6ISYaoGmEAAPxgdJRJhqgaYQAA/IBJhtgFwgAA+AGTDLELhAEA8Iu1SYYvvuh0JfAY+gwAgJ88/LB0331MMkRFWBkAAD8ZHWWSISpGGAAAP2GSIarANgEA+A2TDFEhVgYAwG+YZIgKEQYAwG+YZIgKsU0AAH7EJENUgJUBAPCjY8eYZIgdIwwAgB997WtMMsSOEQYAwI+YZIgKEAYAwK+YZIgdIgwAgF+tTTJkqwDbIAwAgF+Fw9J3vyv9zd8wyRBbIgwAgJ+NjjLJENuizwAA+B2TDLENVgYAwO/WJhkuLjpdCVyKMAAAfsckQ2yDbQIACIIvf1myLCYZYkOsDABAEIyOMskQmyIMAEAQPPWU3ZWQSYbYANsEABAUTDLEJlgZAICgYJIhNkEYAICgYJIhNhF1ugAAQIPE4zK//5+V7d6nNqdrgauwMgAAATJ79BsaS++RccZwuhS4CGEAAAKiXCivh4Cp41O68usrKhfLDlcFNyAMAEBAzLw7o1KutP71/JV5XXjugvJLTDQMOsIAAARAKVfSzNmZu57PprM6/+x5LU0uOVAV3IIwAAABYJwxZBbNDX+vnC/r4osXOUcQYIQBAPC5wkpByfeSW7/IunmOwCxtHBrgX4QBAPA547Qhq7yzZrPzV+Y19rMxzhEEDGEAAHwsv5RXaixV0XvWzxFMcY4gKAgDAOBj0yenZZmVj6Ap58u6+MuLGx46hP8QBgDAp7LprNKX0tVfwJImfz+pD17+gHMEPkcYAACfmj45XZPrpC+lNfbcmPLLnCPwK8IAAPjQSnJFCxMLNbtedi6rsWfHOEfgU4QBAPChqeNTNb9mKVeyzxG8yzkCvyEMAIDPLE0taXl6uT4Xt6TJ33GOwG8IAwDgM9MnanNWYCvpS2ld+PkFFTKFun8W6o8wAAA+sjCxoJXkSkM+azW1qvN/d75+qxBoGMIAAPiEZVk1u4Ngp0q5ksZfGFfy3DbtjuFqhAEA8In5y/PKprON/2BLuv7b65p4ZYJzBB5FGAAAH7DMxq8K3GlufI5zBB5FGAAAH0iNpVwxXGj9HEGCcwReQhgAAI8zS6YSpxJOl7GulCvp4gsXtx+bDNcgDACAx82+P6viatHpMm5jmZauv3ldE69OyCxzjsDtCAMA4GHlQlmJ0+5ZFbjT3IU5jf9iXIUVzhG4GWEAADxs5uyMyvmy02VsaSW5ovN/d14ZI+N0KdgEYQAAPKqUK3lmTkApW9L48+OafX/W6VKwAcIAAHiUccaQWfTOfrxlWrr2xjVdfe0q5whchjAAAB5UWCl49rR+aiyl8V+Mu+7QY5ARBgDAgxKnErLKltNlVG39HMEM5wjcgDAAAB6TW8wpNZZyuoxdK64WNf6Lcc2e5xyB0wgDAOAxibcTkncXBW5jmZauvX5NV1/nHIGTCAMA4CGrc6tKX0o7XUbNpc6nNP485wicQhgAAA9xehhRPa3M2OcIVpIrTpcSOIQBAPCIzExGi1cXnS6jroqrRV34+QVfnInwEsIAAHjE9An/rgrcyjItXX3tqq69cU2W6ZPDES5HGAAAD1iaXNLydLDGAs++P8s5ggYhDACAB0ydmHK6BEdkjIzOP8s5gnojDACAyy1MLGh1dtXpMhxTXLlxjuAC5wjqhTAAAC5mWVZgVwVuZZmWrr56Vdfe5BxBPRAGAMDF0pfSys3nnC7DNWbfm9X4C+MqZjlHUEuEAQBwKcu0fN1XoFqZRMbuRzDLOYJaIQwAgEulxlIqLBecLsOV1s4RzI3POV2KLxAGAMCFzJKpxKmE02W4mlW2NPHKhK7/9jrnCHaJMAAALpR8L8n99TuUPJfU+AvjKuVKTpfiWYQBAHCZcqEs44zhdBmesnaOYDUV3Fswd4MwAAAuM3N2RuV82ekyPKeQKWjsuTHNXeQcQaUIAwDgIsVsUTNnZ5wuw7OssqWJ30zo+u84R1AJwgAAuIhxxpBZMp0uw/OS7yZ18ZcXOUewQ4QBAHCJQqag2fdmnS7DN5anl+1zBHOcI9gOYQAAXCJxKsHSdo0VMgVdeO6C0pfSTpfiaoQBAHCB3GKOQTx1YpZMffDyB5r8/SRhaxOEAQBwgemT0xI/p+pq5uyMLr7IOYKNEAYAwGGrc6uavzzvdBmBsDy1rPPPco7gToQBAHDY9AmGETVSYdk+RzB/hQC2hjAAAA7KGBktXlt0uozAMUumrvz6iqaOT8my2J8hDACAg6ZOTDldQqAZZwxdevGSSvlgnyMgDACAQ5Yml5RJZJwuI/CWJpc09uyYsums06U4hjAAAA6ZOs6qgFvkl/Ia+9lYYM8REAYAwAHzH8wzYc9lgnyOgDAAAA1mWRZ3ELiYccbQpV8F6xwBYQAAGix9Ma3cQs7pMrCFpes3zhHMB+McAWEAABrILJt2t0G43vo5gg/8f46AMAAADZQaS6mQKThdBnbILJq68v+uaOqEv88REAYAoEHMkqnEqYTTZaAKxmlDl//+ssqFstOl1AVhAAAaJHkuqVI2OIfS/Gbx2qLOP3vel+c9CAMA0ADlQlnGGcPpMrAbISneHvflLaFRpwsAgCAw3jF8u8TsZ6FwSB37O9Rzb4+6D3Ur2uzPH5v+/FMBgIsUs0Ul3006XQZ2KBQOqXO4Uz339qjrni5Fm/z/o9L/f0IAcJhx2pBZMp0uA1sIRULqOthlB4CDXYrEI06X1FCEAQCoo0KmoNn3Z50uAxsIR8PquscOAJ3DnYrEghUAbkUYAIA6mn57Wpbp3/vTvSYSj9wMAAc6FY5yjl4iDABA3eQWcpobn3O6jMCLNEXUfahbPff2qGN/h8IRAsCdQpafWyoBgIOKq0VljIyy81nl5nPKzmeVX8yzUtAA0eaouu+9EQCGOhQKh5wuydUIAwDQQJZpKbeYWw8HhITaibXG1gNA+952AkAFCAMA4AIbhoR0VvklQsJWYm0x9RzuUc+9PWrb06ZQiABQDcIAALiYZVrKLeSUW7DDwVpQyC3mpIB+9453xNcDQOtAKwGgBggDAOBBayHh1q0GP4eEpq6mmwGgv9XpcnyHMAAAPmKWTeUX874ICc09zesBoKW3xelyfI0wAAABcFdIuLHlkF/KuyoktPS1rAeA5u5mp8sJDMIAAATYeki45TxCo0NC60DregBo6mxqzIfiNoQBAMBdzLJpH1y88xbIGoWEtj1t6wEg3h7f/QWxK4QBAMCOmSVz01sgt9O+r109h+1RwPE2AoCbEAYAALt2W0i4Zcth7TbA7kPdirXEnC4TmyAMAAAQcExrAAAg4AgDAAAEHGEAAICAIwwAABBwhAEAAAKOMAAAQMARBgAACDjCAAAAAUcYAAAg4AgDAAAEHGEAAICAIwwAABBwhAEAAAKOMAAAQMARBgAACDjCAAAAAUcYAAAg4AgDAAAEHGEAAICAIwwAABBwhAEAAAKOMAAAQMARBgAACDjCAAAAAUcYAAAg4AgDAAAEHGEAAICAIwwAABBwhAEAAAKOMAAAQMARBgAACDjCAAAAAUcYAAAg4AgDAAAEHGEAAICAIwwAABBwhAEAAAKOMAAAQMARBgAACDjCAAAAAUcYAAAg4P4/KN2yxNde9Q8AAAAASUVORK5CYII=", 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\n", + "image/png": 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", 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\n", 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", 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\n", 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", 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\n", 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", 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\n", 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", "text/plain": [ "
" ] diff --git a/docs/source/api/tutorials/In Depth 3 - Drawing DiHypergraphs.ipynb b/docs/source/api/tutorials/In Depth 3 - Drawing DiHypergraphs.ipynb index d6de36ae1..51102de33 100644 --- a/docs/source/api/tutorials/In Depth 3 - Drawing DiHypergraphs.ipynb +++ b/docs/source/api/tutorials/In Depth 3 - Drawing DiHypergraphs.ipynb @@ -13,7 +13,7 @@ "id": "ea8aad6a", "metadata": {}, "source": [ - "Here we show the fuctionalities and parameters of `xgi.draw_dihypergraph()`. It is similar to the [networkx](https://networkx.org/documentation/stable/reference/drawing.html) corresponding function (+ some bonus) and heavily relies on [matplotlib](https://matplotlib.org/)'s Collection plotting." + "Here we show the fuctionalities and parameters of `xgi.draw_bipartite()`. It is similar to the [networkx](https://networkx.org/documentation/stable/reference/drawing.html) corresponding function (+ some bonus) and heavily relies on [matplotlib](https://matplotlib.org/)'s Collection plotting." ] }, { @@ -24,7 +24,6 @@ "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", - "import numpy as np\n", "\n", "import xgi" ] @@ -57,9 +56,9 @@ { "data": { "text/plain": [ - "(,\n", - " (,\n", - " ))" + "(,\n", + " (,\n", + " ))" ] }, "execution_count": 3, @@ -68,7 +67,7 @@ }, { "data": { - "image/png": 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49FyWz57OyKiob/kMw0dNayvPvbaFs41NJMXF8q9PP8WYmMHdA0EGnsqAiMgAae3s5I2vCtm47wCNHU4ARkQ4yJs1nSem5xLjCDc54eCobmnlufWvc66xmZQRsby84ilGqxAMKyoDIiI3qa6tjY17D/DmgcO0u7r3CBgbG8PTc2bycO7koNi+90JLKz947XWqmpoZNyKOl59+ctB3SZSBozIgInKDzjY08tqer3j/8NHePQIyRybwzPxZfOcW8/cIGGrnm1t47rXXqWpuITV+BC+veJJR0YFzSySQqQyIiFynk9U1vPrlPj45cap3j4CpyWN5dv5s7sjO9Ns9AoZCVVMzP3jtdS60tJIWP4KXn34yoOZIBCqVARGRa2AYBgcqzvHqrn3sKi3vfXx+VjrPzpvNreOSh8UeAUOhsqcQVLe0kp4Qz8srniQhKtLsWHIVKgMiIlfhMww+Ly7l1V17Kao8D3TvEXDvLeNZOW8240ePMjmhfzrX2MQPXnudmtY2MkYm8PKKJ4mPjDA7llyByoCISD88Xi8fHjvJq7v2UVrXvUdAaEgID02bzNNzZ2oL3mtwtqGR59Zvoaa1jcyeQjBChcAvqQyIiFyi0+3mnUNHeG3Pfi60tAIQGRrK4zNyWTZrOiM13H1dKhoaee6116ltayd71Eh+ueJJ4iKG5hhmuXYqAyIiQIuzky1fHWLTvoM0Obv3CIiPiGDZ7Ok8Pn0a0eGBuUfAUCivb+CP12+hrq2dnMSR/MtyFQJ/ozIgIkGttrWNDXu/4q2Dh+lwuQFIiovl+3Nm8uC0SUGxR8BQKK9r4AfrX6ehvYPxo0fxL8ufINahQuAvVAZEJChVNDSybvc+flt0HHfPHgHZo0byzPxZ3HPLBGxWq8kJA09ZXT3PvbaFho4OJoxO5F+WPxGwuzIONyoDIhJUTlyo7t0j4OKL360pyTw7fxbzszK0PHCQldbW89z612nscHLLmNH88/LHdQvGD6gMiEjAMwyDr86c5dVd+9hddqb38TuyM3imZ48AGTqna+r44/VbaHI6mTR2NL9YpkJgNpUBEQlYPsPgs1Ml/GrXXo5WXQAgxGLh3kkTWDlvFjmJ2iPALKdranlu/RaanZ1MSRrDz5c9TlRYmNmxgpbKgIgEHLfXy++OnmDdrn2U1zcAEGYL4aFpU3h67kyS42JNTigAp6pr+eGG7kIwNXks/y/vMRUCk6gMiEjAcLrcvH2oiPV7v6K6Z4+AqLAwnpyRy9KZt2lLXD90srqGH67fQktnF9NSkvh/Sx8jMizU7FhBR2VARIa9ZqeT1/cfYvP+gzQ7OwGIj4xgxewZPHbbNKLC9dOmPztxoZofbniD1s4ubk1J5qW8JUSEqhAMJZUBERm2qlta2bD3K7YeLMLp7t4jIDkulpVzZ/HAtEmE2WwmJ5Rrdez8BX604U3aurq4bVwyP1uqQjCUVAZEZNgpr2/g1z17BHh8PgByEkfx7PzZLJqYoz0ChqmjVRf40cY3aO9yMSM1hf/71BIcodr0aSioDIjIsHHs/AVe/XIf208W9+4RcNu4ZJ6dP5t5menaIyAAHKk8z483vUl7l4uZaeP4v089ql0gh4DKgIj4NcMw2Fd+ll/t2su+8orex+/MyWLlvFnkpiSZmE4Gw+FzVfxk05t0uNzMSk/ln558RIVgkKkMiIhf8hkGn548zau79nLsfDXQvUfAfZMn8v25s8hOHGlyQhlMhWcr+ZPNb9HhcjMnI43//cTDKgSDSGVARPyK2+vlgyPHWbdrH2caGoHuPQIeyZ3KijkzSNIeAUHj0NlK/mTTWzjdbuZmpvG/n3hEk0IHicqAiPiFDpere4+APV9R09oGQHR4GE/OuJWlM28jPjLC5IRihgMV51iz+S063R7mZ6Xzj48/TKgKwYBTGRARUzV1OHl9/0Fe/+pQ7x4BI6MiWT57Bktum6od6YSvzpxlzeatdHk83JGdwT889pAKwQBTGRARU1xoaWX9nv28faiITrcHgHEj4vj+3Jk8MHWSXuzlMvvKK/jT19+my+NhQU4m//DYQ9hDQsyOFTBUBkRkSJXV1bNu934+OHIcb88eARNGJ/Ls/NncPSGbEO0RIFewt6yC/7RlK10eL3eNz+LFJQ+qEAwQlQERGRJHq87zqy/3sePU6d49AmamjeOZebOYk5GmPQLkmuwpO8N/ev1tXF4vC8dn8+KSB7CpENw0lQERuWldHg82q7XPT/WGYbC3vIJffbmX/WfO9j6+cHz3HgFTk7VHgFy/XaXl/Jct7+Dyelk0IYe/f/R7KgQ3SWVARG5KSW0dP3jtdTISEvjX7z+F1WLB6/OxvWePgBMXagAIsVq5f/JEnpk3i4yRCSanluFuZ0kZ//WNd3F7vdwzcTx/9+j3tA31TVAZEJEb1tbZxTO/Wk9FQxMA/+uxh2ju7OTXu/f1PhZut/HorVNZMXsGY2JjzAsrAeeL06X81zfexePzce8tE/jbR76rQnCDVAZE5Ib4DIP/78132XGqpPcxm9Xae3BQTHgYT828jaUzbyMuwmFWTAlwnxWX8N/efA+Pz8d9kybwNw+rENwIlQERuSKfz4fT6cThcGD9xgvsKzv38MsdO/t8TKwjnFXz5/DorVOJDNMRtDL4dpw6zX976328Ph/3T57I3zx0v1alXCf9aYlIH4WFhaxatYqoqKjeX6tWraKwsBCA3xYd67cIAEwaO4YVc2aoCMiQuatnVUGI1crvjp7gb9//fe+yVbk2GhkQkcts3LiRlStXkpyczOrVq8nKyqKkpIS1a9dSWVnJq6++yv+rqMbru/JLx1vPrWJc/IghTC0C206c4s+2/gavYfDgtMn85QPfwaolq9dEZUBEehUWFjJz5kyWL19OQUEB9ktOiXO73eTn57Nhwwbu/fO/oTUyGofdjsViweP14vb6cHu9xEdG8Oqq5YyMijLxdyLB6uPjp/iLt7sLwcO5k/nz76kQXAuVARHptWrVKrZv305xcfFlReAit9tNdnY2ixcv5pVXXjEhoci3+/DYSf7ynd/iMwweuXUKf/bde1UIvoXmDIgI0D1ZcPPmzaxevbrfIgBgt9vJz89n06ZN6OcI8VffmTSBv334u1gtFt45dIT/+cHH+PTv9apUBkQEAKfTidPpJCsr66rXZWZm9l4r4q/u61lVYLVY2HqoiP/1+20qsFehMiAiADgcDhwOByUlJVe9rrS0tPdaEX/23Sm38NcP3ocFePNAIf/4oQrBlagMiAgAVquVB5d8j4K1Bbjd7n6vcbvdFBQUkJeXp4OFZFj43tRJ/FVPIdjyVSH/56NPVQj6oTIgIgCU1h/jtocyqaysJD8/v08hcLvdrF69mqqqKtasWWNSSpHr9+C0yfzFA98BYPP+g/zfj3eoEHyDVhOICBWNxews+wADg7Iv6/mbP32RpKQk8vPzyczMpLS0lIKCAqqqqli3bh3Lli0zO7LIdXv7UBF//9uPAFg+ewbPL75TI1w9VAZEglxVczmflb6Hz/CRmTCJOan3cPjwYV566SU2bdrUux1xXl4ea9asITc31+zIIjfsrYOHefGDjwH4/tyZ/OTuBSoEqAyIBLWa1kq2n96K1/CSGpfD/Iz7sVq+vnt48WyCiIgIvWBKwHjzQCH/83efALBy3ix+vPCOoP/3rTkDIkGqvv0Cn5a8i9fwkhSTzrz0+y4rAtA9qTAyMjLoXyglsDw+PZf/+p1FAKzbtY9f7tgZ9HMIVAZEglCTs47tp9/B43ORGJXCHZkPEGINMTuWyJB5auat/Jd77wbgP77cy8uffRnUhUBlQCTItHQ2sq14Ky5vJwkRY7gr6yFsVpvZsUSG3NJZt/Gn9ywEuo/k/vfPd5kbyEQqAyJBpN3VwrbTW+n0dBDnGMnC7Eewh+ioYQley2dP5/nFdwHw71/s7lMIfD4f7e3t+AL8SGSVAZEg4XS3s614Kx2uVqLD4rg7+1HCbOFmxxIx3Yo5M/iTRXcC8G+f7+KVnXsoLCxk1apVREVF9f5atWoVhYWFJqcdHFpNIBIEujydfHLqDZo664kIjebe8U8SGRptdiwRv/Lqrr38YvsX1Bce4Oxbm0lOTmb16tVkZWVRUlLC2rVrqaysDMi9NlQGRAKc2+tiW/Fb1HdUE26L4N7xTxIdHmd2LBG/9Pe/Xs9frXqGp1esoKCg4LITPN1uN/n5+WzYsIH9+/cH1J4bKgMiAczj8/Dp6XeoaTtHaEg494x/nDjHSLNjifitVatWsX37doqLi/s9ytvtdpOdnc3ixYt55ZVXTEg4ODRnQCRAeX1evij9DTVt57BZQ7k7+1EVAZGr8Pl8bN68mdWrV/dbBADsdjv5+fls2rQpoJYiqgyIBCCf4WNX+e+paiknxGJjYfbDJESONjuWiF9zOp04nU6ysrKuel1mZmbvtYFCZUAkwBiGwd6KT6hoKsZqsbIg60ESo5LNjiXi9xwOBw6Hg5KSkqteV1pa2nttoFAZEAkghmHw1bnPKK0/hgULt6d/l6SYNLNjiQwLVquVpUuXsnbt2j5HeF/kdrspKCggLy8voLbpVhkQCSCHz+/mVO0hAOak3cu4EdnmBhIZZp5//nkqKyvJz8/vUwjcbjerV6+mqqqKNWvWmJRwcGg1gUiAOHZhP4eqdgIwc9xCxo8KnGVPIkPpV6+uY/Uf/AFjx47lBz/4IzIzMyktLaWgoICqqqqA3GdAG5KLBIBTtYW9ReDWpNtVBERuQkRkDhk5y3E5j/Hiiy/idDpxOBzk5eWxZs2agNpf4CKVAZFhrqz+OPvPfgrA5DGzmDRmpql5RIYzwzDYsOlzHBGj+Ou//CdWLLsDp9NJREREQM0R+CaVAZFh7GzjaXaf+QiA8aNuZdrYeSYnEhnedu8tpqS0moiIMB59eBZWq5XIyEizYw06TSAUGaaqWs6ws/wDDAwyEyYxI+XOgP7JRWQobNj4OQCPPDST6OjAWTr4bVQGRIahmrZKPi95H5/hIzUuh9mpi1UERG7S2bN17Pj8OADLlt5hcpqhpTIgMszUt1fz6el38RoekmLSmZd+H1aLvpVFbtbG13diGAa3z59IRnqi2XGGlF5BRIaRJmcd20+/jcfnIjEqhTsyHyDEGmJ2LJFhr6Oji63v7AVgxbLgGhUAlQGRYaO1s4ltxVtxeTtJiBjNXVkPYbNqDrDIQHj3/f20tXWSnjaK2+dNMDvOkFMZEBkG2l2tbDv9Fp2eDuIcI1mY/Sj2kFCzY4kEBJ/Px/pN3RMHly29A6s1+N4ag+93LDLMdLo72Fb8Fu2uVqLD4rg7+1HCbOFmxxIJGLt2n6K8vJbIyDAeeSg49+lQGRDxYy5PJ9tOb6W1q4mI0GgW5SzBYQ/8Nc8iQ2n9pi8AWPLwbCIjg7NoqwyI+Cm318X20+/Q5Kwj3BbBouwlRIbGmB1LJKCcqajl8y+OY7FYgm454aVUBkT8kMfn4bOS96jvuEBoSDiLcpYQEz7C7FgiAWfj5u4zPRbcPpHU1JEmpzGPyoCIn/EZXr4o/Q3VbeewWUO5O/sR4hzB+yIlMlja2jp5+92e5YTLF5icxlwqAyJ+xGf4+LL8Q6paygmxhLAw62ESIseYHUskIL3z3j7a27vIzBjNvDnjzY5jKpUBET9hGAb7KrZR0XgKq8XKgswHSYxONjuWSEDy+Xxs6Jk4uDzvjqDfzltlQMQPGIbBgXOfUVJ/FAsW5qffT1JsutmxRALWF1+epOJsHdFR4Tz0wAyz45hOZUDEDxSd383J2kMAzEm7h9QROeYGEglwF08nXPLoHCIiwkxOYz6VARGTHav+iiMXuicxzRy3kMyESSYnEglspWXV7Nx1EovFQt5Tt5sdxy+oDIiYqLj2MIcqu+9b5ibNZ/yoXJMTiQS+i3MFFt41iXEpCSan8Q8qAyImKas/wb6z2wGYPHoWk8fMMjmRSOBraXXy7vv7AViRF9zLCS+lMiBigrNNJew+8yEA40flMi1pnsmJRILD2+/sxel0kZ01htmzss2O4zdUBkSG2PmWM+ws+wADg8z4W5iRclfQL2sSGQper4+Nr3fvOKjlhJdTGRAZQjVtlXxW8j4+w8u4uGxmp92jFySRIfL5F8c5d66emBgHD35PywkvpTIgMkQaOqrZcfpdvIaHsTFpzE+/H6tF34IiQ+W1nuWEjy+Zi8MRanIa/6JXIpEh0OysZ3vx27h9LhKjklmQ+SAh1hCzY4kEjdMlF9iztxir1ULek/PNjuN3VAZEBllrVxPbTm+ly9tJQsRo7sp6GJvVZnYskaBycTnhooVTSEqKNzmN/1EZEBlEHa5WthVvxeluJy48gYXZj2IP0fCkyFBqbungvd90LydcvkzLCfujMiAySDrdHWwr3kq7q4XosDjuzllCmC3c7FgiQWfr23vo7HQzPmcsM6dnmh3HL6kMiAwCl6eTbae30tLVSIQ9ikU5S3DYI82OJRJ0vF4fGzd3LydcsWyBVu9cgcqAyABze118WvIuTc46wm0RLMp5jMjQGLNjiQSlT3ccpep8I3FxEXzv/ulmx/FbKgMiA8jr8/BZ6XvUtZ8nNCSMRTlLiAkfYXYskaC1flP3csInlswjPNxuchr/pTIgMkB8hpcvyn5Ldes5bFY7C7MfJc4x0uxYIkHr5Kkq9u0vISTEytInteX31agMiAwAn+FjV/mHVDaXEWIJ4a6shxkZOcbsWCJBbePm7uWEixdNZcwYjdBdjcqAyE0yDIN9Fds403gKq8XKgswHGR2dYnYskaDW1NTO+7/9CoAVeXeYnMb/qQyI3ATDMDhQ+Tkl9UexYGF++v0kxaabHUsk6L2xdTddXR5umZjCbbdmmB3H76kMiNyEovN7OFlzEIA5afeQOiLH5EQi4vF42dR7OuHtWk54DVQGRG7Q8eoDHLmwB4AZKQvJTJhkciIRAdj26RGqq5uJHxHFd++7zew4w4LKgMgNOF1XxMHK7iVLuUnzmZCYa3IiEblo/cbuiYNPPD6XsDAtJ7wWKgMi16m84QR7K7YBMGn0TCaPmWVyIhG56PiJcxw4WIrNZuWpJ3Q64bVSGRC5DueaSthV/iEAOaOmkZukFxsRf3LxdMJ7F09jdGKsyWmGD5UBkWt0oaWCL8o+wMAgI/4WZqYs1MQkET/S0NjGb3/XPaF3xbI7TU4zvKgMiFyD2rYqdpS+h8/wMi4umzlp96gIiPiZN97cjcvlYcrkcUybmmp2nGFFZUDkWzR01PDp6Xfw+jyMjUljfvr9WC361hHxJ263l81bLi4n1OmE10uvaCJX0eysZ/vpt3H7XCRGJbMg8wFCrCFmxxKRb/hk22FqaltISIjmvnu1uud6qQyIXEFbVzPbTm+ly+MkPmI0d2U9hM2qZUoi/mh9z8TBpx6fR2iozeQ0w0/AlwGfz0d7ezs+n8/sKDKMdLja+KT4LZzudmLDE7g7+xHsIWFmxxKRfhw9dpZDheXYbCE89YROJ7wRAVsGCgsLWbVqFVFRUb2/Vq1aRWFhodnRxM91ujvYVvwW7a4WosJiWZSzhDCbw+xYInIF6zd2bwB2/3duZeTIGJPTDE8BWQY2btzIzJkz2b59Oy+88ALr16/nhRdeYPv27cycOZONGzeaHVH8lMvTxfbTb9PS1UiEPYrF2Y/hsEeaHUtErqCuroUPfn8IgBXLdDrhjQq4GyuFhYWsXLmS5cuXU1BQgN3+9T3en/70p+Tn57Ny5UomTZpEbq4mmcjXPF43n5a8Q6OzlnCbg0U5jxEZpp8yRPzZlrd24/F4mTY1jSmTtZzwRgXcyMDPfvYzkpOT+xQBALvdTkFBAUlJSbz00kt9Ptbr83CuqZSdZR/w2+PraXbWD1VsMZnX52FH6XvUtZ8nNCSMu7OXEBM+wuxYInIVbreH19/4EtCowM0KqJEBn8/H5s2beeGFF/oUgYvsdjv5+fm8+OKLrF27FgODmtZzlDee5GxTCW5vV++1de3niXUkDFV8MYnP8PJF2QdUt57FZrWzMPtRRkSMMjuWiHyLDz8+TF1dK6NGxnDv4mlmxxnWAqoMOJ1OnE4nWVlZV70uMzMTp9PJ8cpDFNZ+gWH0v9LAYY8ejJjiR3yGj13lH1HZXEqIJYS7sh5mZOQYs2OJyDW4OHFw6VPzsdsD6u1syAXUn57D4cDhcFBSUnLV60pLS3E4HLR6Gq5YBAA+K3mP6PBYIkNjiQqLISoslqie/x8ZGoM9JHSgfwsyhAzDYF/Fds40nsSClTsyH2B0dIrZsUTkGhwuOkPRkQrs9hCeeGyu2XGGvYAqA1arlaVLl7J27Vp++tOf9nurwO12U1BQQF5eHrPTFhFmD+dEzQF8/ZQCH16aOxto7mzo9+uF2Ry95SAqNJbISwpDRGiUtqz1Y4ZhcLDyc0rqj2DBwu0Z95Mcm2F2LBG5Rus3dY8KfPf+20iI1yjuzbIYhmGYHWIgFRYWMnPmzH5XE7jdblavXs3GjRvZv39/72qC1q4mdp/5iNq2qt5rI+zRLM55jDZXM21dLbS5mmnv+d+2rhZc3s6r5rBgITI0prsg9FMYwkLCtXf2EKpuPcux6q+YOnYuIyPHUHR+N0Xn9wAwJ+0eshImm5xQRK5VTW0z9z3w3/F4fGx67XkmTxpndqRhL6BGBgByc3NZt24dK1eu5NNPPyU/P5/MzExKS0spKCigqqqKdevWXbasMDosjsU5j3Oq5hCFVV/iNbxEh8cSHR5HdHhcv1/H5e3qLgddzf0UhhZ8hrf7cVcz1Zzt8/E2a+jlBeEbhcFmDbi/GlMVnd9DTVsltW1VpMdP5HRdEQAzUu5SERAZZra8sQuPx8dtt6arCAyQgBsZuKiwsJCXXnqJTZs24XQ6cTgc5OXlsWbNmqvuL9Dc2cCJ6oNkJEwkMSr5hr62YRg43e1fl4SuZtpdF4tDC05327d+Doc9kqjQGCLDYokK/fr2Q2RYDBH2KI0qXIcuj5O3Dv87Bpf/U582dh5Txs42KZWI3AiXy8O93/s7Ghra+Mf/+X3u/86tZkcKCAFbBi7y+Xw4nU4iIiL85g3U6/PQ5mq57LbDpYXB7XNd9eOtlhAiQ6N7CkLfwhBq0x76lyqrP86uMx/2efz29PtJi59gQiIRuVHvvr+fP/+rjYweHcsH7/45drtOER0IAT8WbbVaiYz0r+1kQ6w2YsPjiQ2P7/OcYRi4vF3fGE249DZEKz7DS2tXE61dTf1+fntI2GW3HaLCvi4MkaExQXcEb2VzWb+P7yz/PeH2SK0gEBkmDMPoXU6Y9+TtKgIDKODLwHBjsVgIs4UTZgsnIXJ0n+d9hg+nq422S247XFocOj0duL1dNDpraHTW9Ps1IuxR3xhV+HrpZLjNf0ZQBoLX57liGQADj889pHlE5MYVHi7n2PFzhIbaeHzJHLPjBBSVgWHGarESGda9SqG/n2g9XvflBeEbtyE8Pjcd7jY63G3UUNnn40MsId+47XD5bYjhtrdCecNJvIbnssciQ6NJj7+FjPiJ2nJYZBhZv/ELAB747nRGjIgyOU1gURkIMLYQO3GOBOL62UbZMAy6PM5LysLXRaHN1UKHqxWv4aWls4GWq+ytEHlJUbj0f7v3Vhi6Ybvi4mJaW1uves3p2iNccNYyNjWRjPhbyEyYxKiopIAa/RAJBheqm/jok8MArFi2wOQ0gUdlIIhYLBbC7RGE2yP63XLXZ3jpcLVddvuhtzh0NdPl7aTL46TL46Sho7rv58dCRGj05XMVQmN7C0OYzTFgb8LFxcWMHz/+mq8/evwok9InDcjXFpGh0dXlxmq1YLfbeH3Ll3i9PmbOyGLC+CSzowUclQHpZbWEdL9xh8X2+7zb29UzkbHvcsn2rma8hpd2VwvtrhaqOdfn421We99Rhd7CEIPN2v/hUv25OCLww797mqSMvnMrLqoqq+Zf/vI1OjuuvkmUiPgXn8/Hkif/kYbGNh783gx++7sDAKzI0+mEg0FlQK6ZPSSMERGj+j3R7+LeCu1XmNjY4W7D43PT3FlPc2f/R0OH2yKICovt9zaE4wrbOydljCbjFm06IhJoPB4fZ891v1Zs3tJ9THFYmI3QUBs+nw+rVdu9DySVARkQFouFiNAoIkKjGBXVdwjP6/PQ7mrtM6Jwcemk2+ui09NBp6eDuvbzfT7earF234LoGUVoc3qH4rclIiYJDe1+43e5vp4A3NXl4Udr1jJtSiqvvvJjbDYtLRwoKgMyJEKsNmLCR1xx9r7L03nZyodLRxbaXS34DF/3413N0ArNNVffmElEhr+oyHAaXH13bD1ztg6326syMIBUBsQvhNrCibeFEx9xhb0V3O29owgdrjbqnC0mpBSRoRQVFU5D4+VlYOyYOH7+s9U4HMNrmbO/UxkQv2e1WIkMjSYyNJrRdO+tcOD8gev6HJ+VvIeR2EZyTDqjopKDbhdGkeEoLOzyScXTpqTy0j+tYuTIGJMSBS6VAQkK7a5WTtYc5GTNQWzWUMbGpJIUm05STDoOu39tVy0i3drav14F9N37buVv/zqP8PBrX3Uk105lQILCrcl3kBAfQVVLOZ0eJ2ebTnO26TQA8RGJJMVkkBybTnzEaG1IJOInRifGcv58Iw9+bzr/4++W63tzEKkMyLBWVdZ386P+nh8bk8r09OkYhkFDRzWVzeVUtZTR0FHT++vIhT2E2yJ6RwzGxqRiD9EJkCJm+Y9//yEXappJSep7qJsMrIA/wlgCh2EY1Ldf4FDVTqrP1vP0Pc9d88eeOnWKnJycPo873e1U9RSD8y0Vlx1cZLVYGRWV1DNqkKFzDEQGwbVsKw4QHR3d7/ewDAyVAfF7rZ1NlDeeoLzh5GXHNk+PvI+O9o5v/fhrfRHx+rzUtlVS2VJOVXNZnyOio8JiSY7JICk2ncSoZEKsGlgTuRnXu634lUq93Dy9monfqmo5Q1HVbuo7LvR5LjosjokTJg7o1wuxhjAmJpUxManMSLmTls5GqnqKQU1bJW1dzZysPcTJ2kPYrHbGRH89CTEiVCeoiVyviyMCKWnfJSz8yrcCujobOHfmg2saQZAbozIgfquoahf1/RyIBJA9cuqgf/2LmyRNTLwNt9fFhdaKnlsK5Tjd7ZxrLuFccwkAIxyjSI7NICk2gwRNQhS5LmHh8Tj62WNEho7KgPit3KT57Ch5F6/Rd+vhlLjMIc1iDwllXFw24+KyMQyDRmctlc1lVDWXUd9RTaOzlkZnLUcu7CXM5iApJp2k2HTGRqcRatMkRBHxbyoD4rfGxKSSMyqXEzWXbzAUG55AdFicOaHoPochPiKR+IhEpo6dQ6e7o+d2QjnnW87Q5XFS1nCcsobjWOiehJgcm05STPckRI0aiIi/URkQv1VWf6K3CFgtIfh6RghSYod2VODbhNsjyEyYRGbCJHyGl9q2872jBi1djdS0naOm7RwHK78gMjSm+3ZCTDqjo1M0CVGChs/no6y8hsOHz3D4SAVFRyoIsTSbHUt66JVI/FJFYzG7z3wIwPhRuWTGT2J7yVa6PJ2kjvDf2cRWSwijo1MYHZ3C9JQFtHU1dxeDlnKqW8/R7mrhVG0hp2oLCbHaGBOd2jNqkE5EaLTZ8UUGTENjG0VFFRw+cobDRWc4cvQsbW2dl11jt2lCoL9QGRC/U9lcxpflv8PAIDNhEjNS7sJisfC9W57G6W5jRMQosyNes6iwWCYk3sqExFvxeN1caD1LVUsZlc3lON1tVDaXUtlcCkCcY2Tv0sWEyDFYLTqvXYYHt9vDiZNVvW/8RUUVnD1X3+c6R3gokyalMG1qGrlT07CFtLBw4b+bkFi+SWVA/MqF1rN8XvobfIaPtBHjmZ26uPceu8MeOazPEbCF2EmJyyQlLhPDMGhy1vWOGtS1n6fJWUeTs46j1fsICwlnbM+IQVJMGqG2cLPjiwDdm39VnW+kqOgMhUUVHC46w4mTlbhcnj7XZmaMZuqUVKZNTWPa1FSys8ZcduzwgQPXd+CYDB6VAfEbtW1VfFbyHj7DS0psJvPSvxOwPx1bLBZGRIxiRMQopoydTafHyfnmM1S1lFHVcoYubyflDScobziBBQsjo8b2jBpkEBser0mIMmTa2zs5euwch4vO9PzkX0F9fd/h/djYiJ43/TSmTUllypRUYqId1/Q1ujobbup5uXnagVD8QkNHNZ+cegu3z8WY6FTuynooaCfX+QwfdW3nqWwpo6q5nObOy4dbI0OjSeq5nTA6ehy2IP1zkoHn8/koLavpfuPv+am/pPQCPt/lbxM2m5UJ45OZNjWVqVO6h/zHjUu47pKqHQj9h8qAmK7JWcfHp97E5e0kMSqZhdmPYLPqmNKL2rpaukcMmsupbj172b4LIRYbo6NTejY8SicyVOe8y7Wrb2jtnuRX1D3D/8jRCtrbu/pcN3bMiO43/qlp5E5NZeKElAE7SlhnE/gHlQExVUtnIx+feoNOTwcJEWNYlLMEe0io2bH8lsfnprr1XO/SxQ5322XPx4Yn9BaDkZFjA/Y2i1w/l8vDiZOVvW/8h4vOUFnZd/jd4QhlyuRxX9/rn5LGqFEqmYFOZUBM09bVwsenttDhbmOEYxSLcx7TRLnrYBgGzZ31PcWgexKiwdffzqEhYYyNSSMpNoOkmDTCbNd2/1aGP8MwqKxqoOhIRfe6/qIzHD9ZidvddzfPrMxLJ/mlkZU5+rJJfhIcVAbEFB2uNj46tYV2Vwsx4fHck/M44fYIs2MNa12eTs63nKGyuYzzLWdweb9e023BQkLkmN6dEOMcIzUJMYC0t3dy5OjZnnv93T/5NzS09bluRFxk9xv/tDSmTkllyuRrn+QngU1lQIZcp7uDj0+9QUtXI1FhsdyT84RO/RtgPsNHffuF3qWLTc66y56PsEf1nLiYwZiYcZqjMYx4vT5KSqspOvL1G39JSTXffCm32UKYOCHpshn+KSnXP8lPgoPKgAypLk8nnxS/SZOzjgh7FPeOf5LIMN2PHGztrlaqmsupbC7rmYT49Zrwi7smJsVkkBybTlRYrIlJ5Zvq6lu73/gPV1B05AxFR8/S0dF3kl/S2BG9b/xTp6Ryy8RkwsJU8uTaqAzIkHF7u/ikeCsNHdWE2yK4Z/wTxISPMDtW0PH4PNS0nutdutjuarns+djw+N6li6OixmK16P7xUHG5PBw/0T3Jr6hnTX9lVf+T/KZO7r7PP3VqKtOmpDJypEq13DiVARkSHq+b7SVvU9tWRVhIOIvHP0GcI8HsWEHPMAxaOhuobCmnqrmM2raqyyYh2kNCGRv99SREzesYOIZhcK6yoeeN/+ud/L45yc9isZCZkfj1cH/PJL+QEK0UkYGjMiCDzuvzsKPkXS60nsUeEsrinMeJj0g0O5b0w+Xp5HxLBZUtZb3HMV8qIWIMSbHpJMdmMMIxSvefr0Nrq5Mjx872rusvOlJBQ2PfSX7xI6J6N/OZNrV7kl9UlFbZyOBSGZBB5TO8fF76Gyqby7BZ7dydvYRRUWPNjiXXwGf4aOioprK5e9Sg0Vl72fMOe2T32QmxGYyJHqf9IS7h9fo4XXKh9yf+oiMVlJT2P8lv0sRkpvbs3T91ShopydpuWoaeyoAMGp/h48uy31HRVEyIJYSF2Y8yOjrF7FhygzpcbVT13E640HoWj8/d+5zVEkJiVHL3qEFMBtHhceYFNUFdXUvvRj5FRRUcOdb/JL/k5Him9azpnzoljYkTkjTJT/yCyoAMCsMw2H3mI8oajmO1WLkz8yGSYtPNjiUDxOvzUNNW2Ttq0OZqvuz5mLAR3UsXYzMYFZlEiDVwJiF2dbkvmeTXXQCqzjf2uS4yMowpk8b1TvKbOiWNkQnRJiQW+XYqAzLgDMNg/9ntFNcVYcHCHZnfY1xcttmxZJAYhkFLVyNVPcWgpq0KA1/v8zZrKGNjUnv2NUi/4jHUJ2oO0uluZ+rYuX5zSJVhGJw7V0/hZZP8qvB4+k7yy8oaTW7Psr5pU9PIzNAkPxk+VAZkQBmGwcHKLzhR031O+fz0+0iPn2hyKhlKLm8XF1oqqOrZ8KjzG5MQ4yNG9+6EGB+RiMViweluZ2tRAQBjolNZkPnAgM1B8Pl8vPLqdj7+pIh/+B8rSEsddcVrW1udFB2t6N3Gt+hIBY1N7X2ui4+P6t3IZ9rUNCZPGqdJfjKsqQzIgDpctYsjF/YCMCd1MVkjp5icSMxkGAb1HdW9xaCho+ay58NtESTFpmO1hHC6rqj38YTIMSzMeoSwK5xV4fP5cDqdOBwOrNYr//Td3t7JX/z1Jj7e1v25n/vDe/nRH98PgMfjpaS0uncL36IjFZSW1fSZ5Ge3h3DLxJTuN/5p3Uv7ksaO0CQ/CSgqAzJgjl3Yz6GqnQDMSLmLCYm3mhtI/I7T3d59O6GljPMtFZdNQvym2PAEFuUsuey2QmFhIT/72c/YvHlzbxlYunQpzz//PLm5uZd9fEVFHWv+839wuuRC72MTxidx+/wJFB2p4MjRszidrj5fNyUlgalTUsntWdM/YXwSoaH+cdtCZLCoDMiAOFlTyFfnPgUgN2k+k8fMMjeQ+D2vz0NtWxVnm0sorj3c7zV2ayiLcx4jPnI0GzduZOXKlSQnJ7N69WqysrIoKSlh7dq1VFZWsm7dOpYtWwbA9k+P8tO/WN/vjP5LRUaGMaVnJ7/cqWlMmTKOhHhN8pPgozIgN62k7ih7Kj4GYPKY2eQmzTM5kQwnF1oq2HZ66xWfj49IZGzXJGbOnMny5cspKCjAbv96OZ7b7SY/P58NGzawf/9+DhY28H9+9v4VP9+99+Ryx/wJTJuaRkZ6oib5iQD6LpCbUt5wsrcITEi8jWlj55qcSIab2vbzfR6zWqxEhsYQ5xjJrUm387Of/Yzk5OQ+RQDAbrdTUFBAUlISL730Ei2tzj6f71J3LbiFxx6dQ3bWGBUBkR66ESY37GxTCbvKfw9A9sgpTE9eoElVct1SR+TQ2tVEhD2KOMdI4hwjiQmP6z0gyefzsXnzZl544YU+ReAiu91Ofn4+L774ImvXruWRh2Zx8GAZe/efZu/+01RXf70PQnl5bb+fQySYqQzIDalqOcPOsg8wMEiPn8iscYtUBOSGxIbHMz/9vis+73Q6cTqdZGVlXfXzZGZm9l6bljqKtNRRPPrIbAzD4OzZevbsK6aktJrHHp090L8FkWFPZUCuW3XrOT4veQ+f4WVcXDZz0+5VEZBB43A4cDgclJSUXPW60tLS3msvZbFYSE0dSWrqyMGMKTKs6YaZXJe69vPsKHkXr+ElKSad+en3Y7Xon5EMHqvVytKlS1m7di1ud/9LEd1uNwUFBeTl5amYitwAvYrLNWvsqGX76Xfw+NyMjh7HgswHAmrPefFfzz//PJWVleTn5/cpBG63m9WrV1NVVcWaNWtMSigyvGlpoVyTZmc9Hxe/SZfHyajIsdydvQRbiE5bk6FzcZ+BpKQk8vPzyczMpLS0lIKCAqqqqi7bZ0BEro/KgHyr1s4mPi5+A6e7nfiIRBblPEZoSJjZsSQIFRYW8tJLL7Fp06beHQjz8vJYs2ZNnx0IReTaqQzIVbV3tfBR8Rt0uFqJDU/gnvGPE2ZzfPsHigyii2cTREREaI6AyABQGZArcrrb+ejUFtq6mokOi+Oe8U9c8fhZEREZvjSBUPrV6e5gW/FbtHU1Exkaw+Kcx1QEREQClMqA9OHydLH99Ns0dzbgsEexOOcxIkJ1eIuISKBSGZDLuL0utpe8TaOzlnCbg8U5jxEVFmt2LBERGUQqA9LL43Ozo+Q96tsvEBoSxt3ZS4gJH2F2LBERGWQqAwJ0ny3/eelvqGk7h80ayt3ZjzIiYpTZsUREZAioDAg+w8vOst9xvuUMIVYbC7MfJiFyjNmxRERkiKgMBDmf4WNX+Yecay7BagnhrsyHSIxKNjuWiIgMIZWBIGYYBvsqtnGm8RQWrCzIfIAxMalmxxIRkSGmMhCkDMPgq3M7KKk/igULt2fcT3JshtmxRETEBCoDQcgwDAqrdnKqthCAOWn3kjoix+RUIiJiFpWBIHTkwl6OVX8FwKxxd5OZcIvJiURExEwqA0HmePUBis7vBmB68gJyRk0zOZGIiJhNZSCIFNce5mDl5wBMGzuPiaOnm5xIRET8gcpAkCitP86+s9sBmDR6JpPHzDI5kYiI+AuVgSBQ0VjMnjMfATB+1K3kJs3XGfAiItJLZSDAVTaXsrPsdxgYZCVMZkbKnSoCIiJyGZWBAHahpYLPS3+LgY+0EROYlbpIRUBERPpQGQhQNW2V7Ch9D5/hJSU2i3np92K16K9bRET60rtDAKpvv8Cnp9/F6/MwNiaN2zPux2oJMTuWiIj4KZWBANPYUcv202/j8blIjEphQeaDhFhtZscSERE/pjIQQJo7G9h+eisubxcJkWO4K+shbCoCIiLyLVQGAkRbVzPbirfS6XEywjGKu7MexR4SanYsEREZBlQGAkC7q5VPit/C6W4jNjyeu3OWEGoLMzuWiIgMEyoDw5zT3c624rdod7UQFRbLopzHCLc5zI4lIiLDiMrAMOLz+Whvb8fn8wHQ5XGyrXgrrV1NRIRGszjnMRz2SJNTiojIcKMyMAwUFhayatUqoqKien89++wzrH3/JZo763HYI1mc8xiRoTFmRxURkWHIYhiGYXYIubKNGzeycuVKkpOTWb16NVlZWZSUlLB27VrOVZ7jJ//9Wf7mT/6BWEeC2VFFRGSYUhnwY4WFhcycOZPly5dTUFCA3W7vfc7tdpOfn8+GDRvYv38/ubm5JiYVEZHhTGXAj61atYrt27dTXFx8WRG4yO12k52dzeLFi3nllVdMSCgiIoFAcwb8lM/nY/PmzaxevbrfIgBgt9vJz89n06ZNqNOJiMiNUhnwU06nE6fTSVZW1lWvy8zM7L1WRETkRqgM+CmHw4HD4aCkpOSq15WWlvZeKyIiciNUBvyU1Wpl6dKlrF27Frfb3e81brebgoIC8vLysFgsQ5xQREQChcqAH3v++eeprKwkPz+/TyFwu92sXr2aqqoq1qxZY1JCEREJBFpN4Ocu7jOQlJREfn4+mZmZlJaWUlBQQFVVFevWrWPZsmVmxxQRkWFMZWAYKCws5KWXXmLTpk04nU4cDgd5eXmsWbNG+wuIiMhNUxkYRnw+H06nk4iICM0REBGRAaMyICIiEuQ0gVBERCTIqQyIiIgEOZUBERGRIKcyICIiEuRUBkRERIKcyoCIiEiQUxkQEREJcioDIiIiQU5lQEREJMipDIiIiAQ5lQEREZEgpzIgIiIS5FQGREREgpzKgIiISJBTGRAREQlyKgMiIiJBTmVAREQkyKkMiIiIBDmVARERkSCnMiAiIhLkVAZERESCnMqAiIhIkFMZEBERCXIqAyIiIkFOZUBERCTIqQyIiIgEOZUBERGRIKcyICIiEuRUBkRERIKcyoCIiEiQUxkQEREJcioDIiIiQU5lQEREJMipDIiIiAS5/x/Y91OGN0EnjgAAAABJRU5ErkJggg==\n", + "image/png": 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", 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" ] @@ -78,7 +77,7 @@ } ], "source": [ - "xgi.draw_dihypergraph(DH)" + "xgi.draw_bipartite(DH)" ] }, { @@ -114,9 +113,9 @@ { "data": { "text/plain": [ - "(,\n", - " (,\n", - " ))" + "(,\n", + " (,\n", + " ))" ] }, "execution_count": 4, @@ -125,7 +124,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -135,18 +134,18 @@ } ], "source": [ - "xgi.draw_dihypergraph(\n", + "xgi.draw_bipartite(\n", " DH,\n", " node_shape=\"h\",\n", " node_fc=\"grey\",\n", " node_ec=\"r\",\n", " node_size=20,\n", " edge_marker_size=20,\n", - " edge_marker=\"p\",\n", - " lines_lw=2,\n", + " edge_marker_shape=\"p\",\n", + " dyad_lw=2,\n", " arrowsize=10,\n", " edge_marker_fc=\"b\",\n", - " lines_fc=\"b\",\n", + " dyad_color=\"b\",\n", ")" ] }, @@ -164,20 +163,12 @@ "id": "f7a86466", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/maxime/Dropbox (ISI Foundation)/WORK/SCIENCE/xgi/xgi/drawing/draw.py:455: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", - " node_collection = ax.scatter(\n" - ] - }, { "data": { "text/plain": [ - "(,\n", - " (,\n", - " ))" + "(,\n", + " (,\n", + " ))" ] }, "execution_count": 5, @@ -186,7 +177,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "
" ] @@ -196,12 +187,12 @@ } ], "source": [ - "xgi.draw_dihypergraph(\n", + "xgi.draw_bipartite(\n", " DH,\n", " node_fc=[\"g\", \"grey\", \"purple\", \"coral\", \"r\", \"b\"],\n", " arrowsize=20,\n", " edge_marker_fc=[\"violet\", \"lightgreen\", \"skyblue\"],\n", - " lines_fc=\"k\",\n", + " dyad_color=\"k\",\n", ")" ] }, @@ -222,9 +213,9 @@ { "data": { "text/plain": [ - "(,\n", - " (,\n", - " ))" + "(,\n", + " (,\n", + " ))" ] }, "execution_count": 6, @@ -233,7 +224,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "
" ] @@ -243,9 +234,7 @@ } ], "source": [ - "xgi.draw_dihypergraph(\n", - " DH, node_labels=True, hyperedge_labels=True, node_size=15, edge_marker_size=15\n", - ")" + "xgi.draw_bipartite(DH)" ] }, { @@ -273,7 +262,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 7, @@ -282,7 +271,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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NIDk5mczMTMM2ffp0s8QXFxfHiy++yMyZM4mJiWHr1q2cO3eOZ555xiznN5a88xdVlpWVxeMTJtBY7UQ7veUTf6mmONAGR159+WWGDx9Os2bNrBaLqJherycjIwM3NzccHa33e2NNMs7f/My1sI+7uzvu7u5miKisuXPn0qdPH1577TUAQkJCcHV15a677mL27Nn4+vqa/TsrQ2r+ospeffVVrqSl0U/vaPWpMXuhRVNUzKTHH5fmfxtVXFzMnDlz8Pf3p379+tSrV49nnnnG6kOdhLCE3Nxc1OqyqVajKRn+bM1/syT5iyo5deoUixYtopvOATcb+PVxQkXfYgd2RUWxZcsWa4cjbuPxxx9n1qxZ3DNqJCuXfcu0l15g5cr/MnDgQLKzs60dnkVJs7/5qczwv6rIzs4mNjaW2NhYABITE4mNjSUpKQmA6dOnM378eEP5UaNGsWbNGhYsWMDZs2f59ddfeeGFF+jRowd+fn5muw9VJc3+okoWLFhAHQcH2hTbTrNtYzQ00jjxxRdfWL0HrSgrJiaGZcuWsWThF0x87BEAxt4zhrERY+jYqy/ffvstkydPtnKUliPN/uanVpm4ql8Vjz106BADBw40fH755ZcBmDBhAkuXLiUlJcXwIAAwceJEbty4weeff84rr7xCvXr1GDRokNWH+qkUaSsVlZSTk4Ovjw8tsgvpidba4ZRxgkJ+URVy9uxZefdvQ2bOnMn8+V+QevY0Dg5l6xoj732AQp2eyMhIK0VnOVlZWXh4ePDE8ndxquNs0rkKc/NZ/PDrZGZmVss76pqi9J5ubuCLq9r4VsgcvZ4RV1Ps7n5av91W1Bg//vgj2dnZtLVC7/6KBOGIVq2Rnv82pqioCK2T1vCO82Z16rhQWFhohaisR5r9zc/SM/zVFpL8RaVt2rQJP7WjTbzr/ztHVDTVqdiwfr21QxE3GTx4MJdSUojcsavM/tTUNDZviyQsLMxKkVmHJH/zk+RvHNv7V1zYrIP799NAb+0o7qwRak6eOiXz/tuQnn270a5rKx6c8DifLfiSuBMnWblmHYNGjsbd3Z1//OMf1g5RCLskHf5EpVy5coWLKSm0xrT3ldWpIRp0+gJ+//13evXqZe1w7F5W/nV2xq9h+qfPs35eFC/98w10Oh0Affv2Zc3adTRq1MjKUVqWdPgzP2N67P/9eHskyV9USkxMDFCSYG2VF2o0KhUxMTGS/K3seu4VdiWsxcnBhXu6PcgjP00mNTWV+Ph4fHx8CA4OtnaIViEL+5jfzbP0GXu8PZLkLyrl/PnzqAB3G35K1qDCw8GJc+fOWTsUu3Y1J4VdCeup6+TBwKAxODvWAcDHxwcfHx8rRyeEAEn+opLy8vJwVGtQ6W03+UPJL3R+fr61w7BbqVlJ7Dm7EU+XhvQPGo2TxraGhFqbNPubnxrTOq/Za8c3e71uUUU6na5GNI+pwPBeWVjWhYyzRJ35Hw3r+jEwOEIS/21Yo7f/ggULCAkJMcxdHxoaWu5smEuXLkWlUpXZnJ3L9vVRFIWZM2fi6+uLi4sLYWFhxMfHG3NLTCa9/Y0jNX8TxMfHc+PGjQrLubm52fQ7zqIiHRkZOVy7ns3169lcN/w5x7D/t18PUKSz4a7+f9LBLf9Qiep37tpJos/9TON6LejdbDgate32DbEma9T8GzduzLvvvktwcDCKovDtt98yZswYjhw5Qrt27W57jLu7O6dOnTJ8Vv3tyf/999/n008/5dtvvyUwMJAZM2YwbNgw4uLiLP/3788HFFOOt0eS/I0UHx9Py5YtK13+9OnTFnsAyMsrLJPEM67ncC0jp2Tf9WyuXS/9c8n/38i+tZnc0VGDp2ddvDxd8fSsS8OGDdCjkI+Cs40+Kyso5Co6vLy8rB2KXYm/8gcHk3fR3KsNPZqGoVZJg6ItGTVqVJnPc+bMYcGCBezbt++OyV+lUt2xf4aiKHzyySf8+9//ZsyYMQB89913eHt7s27dOsaNG2feCxDVQpK/kUpr/I2bhqN1vnOyKci/xoXzWyrVQnA7iqKQnZ3P9et/1sYzsv/680018+s3JfS8/FtnTXNxccLLsy6efybzpk0b0rljIPU8XfGqV7Lv5mTv6qot8zR98uRJNq6fz1V0NLbRX5tsFHKLi+ncubO1Q7EbcamHiL30Ky0bdqJr436m1cDsgRmr/llZWWV2a7VatNryX7XodDpWrlxJTk4OoaGhdyyXnZ1N06ZN0ev1dOnShXfeecfwoJCYmEhqamqZCZo8PDzo2bMn0dHRFk/+5lrS197Y5r/iNYjW2QuXOt6VLq/T6cnMyi2pjf9ZOy9bG//rzyWJPYfi4lvfYbu5uRgStaenK61b+eFZ76/k7uXpSr16rn8m/Lo4O5s2JW/Lli2p4+LC1TzbTf5XKLlPXbt2tXIktZ+iKPxxKZrjaQdp79ODDr69JPFXgjmH+gUEBJTZ/+abbzJr1qzbHnP06FFCQ0PJz8+nbt26rF27lrZt2962bKtWrfjmm28ICQkhMzOTDz/8kN69e3P8+HEaN25MamoqAN7eZf/d8/b2NvzMkiT5G8c2/xWvhV57/XuKiteRmZWLXl/2b79arbopUZck7WZNG+JZz7VMbbz0zx4erjg6WvadqlqtpnPnzqT8dsCi31sVV9Dj3bCRDCerZoqiEHNhN6ev/E5n/7608ZaHLWtITk4usxBNebX+Vq1aERsbS2ZmJqtWrWLChAns3r37tg8AoaGhZVoFevfuTZs2bfjyyy95++23zXsRwmok+VtIp07NaNmyLZ716papsXt51sXd3QW1CatSWUq//v35ZP8BinUKDjb2vKygcMEBBvTvZ+1QajW9omf/+e0kXjtBjyaDCGrQwdoh1Sjm7PBX2nu/MpycnAgKCgJKWsYOHjzIvHnzKrUQlqOjI507dyYhIQHA8HCdlpaGr6+voVxaWhqdOnWq/IWYicrEDn/22mIlyd9CHhl3F126dLF2GCaZNGkSc+fO5QzFtLKxlf1S0XG1uJCnn37a2qHUWjp9Mb+d28qFjER6NxtOM69W1g6pxrGVGf70ej0FBQWVKqvT6Th69CgjRowAIDAwEB8fH3bs2GFI9llZWezfv59nn33W9OCqSK0q2Uw53h5J8heVFhQUxJCwMI7u2kMrGxtKH6cqpkWzQAYPHmztUGqlYl0Re85u5HL2Rfq1GIm/R3NrhyQqafr06YSHh9OkSRNu3LjB8uXLiYqKYtu2bQCMHz8ef39/5s6dC8B//vMfevXqRVBQEBkZGXzwwQecP3+eJ598EiipKU+dOpXZs2cTHBxsGOrn5+dHRESEtS5TVJEkf1ElU55/njHbt5OGA942Ms9/DnoS0fHB88/XiNcnNU1hcQG7z6znet5VBgaNwdstoOKDxG1ZY5z/5cuXGT9+PCkpKXh4eBASEsK2bdsYMmQIAElJSWX+3ly/fp2nnnqK1NRUPD096dq1K7/99luZ/gHTpk0jJyeHp59+moyMDPr27cvWrVutMseGSq1CZUL13V4X9lEpiiwTYYzDhw/TtWvXSg/1i4mJqfHN/lDSBBjSvj1X488yWueExsp/cRQUIlUFZNVzI/5MAp6enlaNp7bJL8plV8I6cgqzGBAUQQNX6UxpjKysLDw8PHjwm3dxqmNagizMzeenSa+TmZlZ6Xf+tVHpPd3rH0BdEx76s/V6+l5Mtrv7KTV/I7m5uQFw4fydp8m8XfmaTqPR8N2yZfTs0YPfgS5YdwrXMxSTqBTx3twXcXOva9VYapvcwhvsjF9Loa6AsJZjqefSwNohCSHMRJK/kYKDg1nx3618tWgrb828nzrlPM3b+vS+VdW1a1denz6dd9+ZS1PFgfpWav7PRc9vmmKGjwyjaQ8vNp1YRs+mYfhIs7TJbhRksDN+DQoQ1nIs7s7SomIOsrCP+cmSvsaR5G+EwsJiFn71M18v2YGiqGnQsBmtW/lZOyyLmjFjBuvWrGF7fAJ3F6twtfAaUUUoRGqKcPXw4Luvl+Ps5sj+pO3sjF9DUIP2dPLvKwvLGCkj7yq7EtbhoHZkUPC9uDrVjlYrm2CG3v6S/cuSoX7Gkd5RVXQ8LpkHH/k/vvl2l+EvcYP69tfcrNVq2bRlC3Ua1GerppBcLLfoTxEKP6sLuaF1YMu2rTRs2BA353oMDr6P7gEDOXftFJvjlnEp85zFYqot0nNS2X56Nc4OdRjS8n5J/OammGkTBqU1f1M2eyTJv5KKinR8+vlmHpnwKY6OGlq19KNhw5LOIXXrulg5Outo2rQpO3btQuPlyUaHQrIs8ACQh54tmkKuax3YvGUL3bp1M/xMpVIR3DCEkW0exd3Zi6gz64k+9zMFxbcuXCRulXbjAjvi1+Du7Mng4Ptwdqxj7ZCEENVEkn8lHT12niXfRfHsP4YyaeIg4k5cYPDADjg4qNFq7fftSevWrYnev496/n6s0eQTRyFKNVVNEilijUMh+W512LU7in79bj+bn6vWnYFBEfRsGsaFzLNsivue5IyEaomptriYmUhUwjoauPowKOgenBzklUl1kIq/+ZU2+5uy2SNJ/pXUuVMg+36Zw8THBvDJZ5u4q28bvL09cHV1tttfnlKBgYEc+f13Hp04kV8oYIu6kBtmbAXIR2GnKp+fyaf/sKEcj4uje/fu5R6jUqloUb8dI9s8Sn1XH345u4m9ZzeTX5Rrtrhqi/PXTrPnzEZ83ZvRv8VoHDS2NXtjbVI6w5+pm/iLNPsbR5J/JalUKrRaR5b9+AtpaRm8+tIocrILqFvX8pNa2CIPDw++/vprtm3bht67Pv9V57GLfNLQGd0ScA0de8lnhSaPtLrOfPfdd2zYsKHMfOIVqeNUl37N76Z3s+GkZV9gU9z3nLt2EpneokTC1WP8em4LTb1a0rf5CDRq+23FEsKeyN/0Krh6NYuvvt7OuPv70DzQm1YtfcnPL7R2WDZl6NChxJ08yVdffcUXn33GuqQkGjk4EVgMDdHQAA3aO0wMVIRCOjquoCdJo3BBV0jD+vV57dlnmTx5stGr9alUKpp5tcLHLYBDF3bz27ltnL9+mu4Bg6jjZH+dNUudTDvM4Yu/ENwghG4BA+y+BcsSZKif+alVKtQm/O6acmxNJsm/Cj6bvwVHRw3PPD0UgOHDOjN8WGcrR2V73N3defXVV3n55ZfZtm0bX3zxBbt27CQ3Pw8AT0cn6uoU1Ho9KlToVCryHNSkF5X0F3B0dCS0Vy8+nDyZe+65BycnJ7PE5exYh76B4SR7tuRg0k42nfieLv79aF6/rV0lPkVROJqyn2Op+2nr3Y2Ofr3t6vqtyVYW9qlNZJy/cST5V9KJkxdYu/4gr78WgYeH9IKuDLVaTXh4OOHh4eh0Ok6dOkVMTAwxMTFcunSJvLw89Ho9derUoWHDhnTp0oWuXbvSrl07syX82wmo1wLvuv4cvrCH/UnbOX/9ND2bDMZVW/un9lQUhcMX93Dqciwd/XrTzqf8vhNCiNpJkn8lKIrC+x/9j+aBjXhgbKi1w6mRNBoNbdu2pW3btjz22GPWDgcnB2d6NRtKE8+WHEjawaYTy+jk34fgBiG1thasV/QcTNrJmfTjdAsYQMuGHa0dkhAmU2HiJD92urCPJP9K2L7zKIdizrDw86dwcLCNleyEefh5NGNk20eJvfgrh5Kj/mwFCKt109nq9Dqiz20jOSOB0KbDCKzf2toh2SUFMzT7myWS2kOlLtmMPt5Ob6j09q9AQUERH32ygbv6tqFPb/kHszZy1Gjp3mQQg4PvI68why0nfuBE2mH0iuVmLaxOxfoi9pzdwIXMs/RtPlISvxBCav4VKR3aN//TJ60diqhm3m6NGdHmEX5PiebIxV9Iun6ank2HUM+lvrVDM1qRroDdZzaQnptG/xaj8HVvau2Q7Jp0+KsGpk7UU0tf81VEav7l+PvQPlH7OWgc6dq4H0NaPkCRrpCtJ3/kWMoB9IrO2qFVWUFxHjvi13A97wqDgu6RxG8DZIY/85NJfowjNf9y/H1on7AfDev6Et7mYY6lHOBoyj6SMxLo2TQMrzqNrB1apeQWZrMrYS35xXmEBY/Fs05Da4ckkJp/dShJ4Kas6mfGYGoQqfnfQenQvuf+MUyG9tkpjdqBjv69GdZ6HAoK206u4PdLv6HTF1s7tHJlF2Sy/fQqinSFhLWUxC+EuJXU/G9DURTe+3C9DO0TAHjVacSwVuOISzvE8dQDJGecoVfTITRwNW7GweqUmXeNnQlr0ag1DAm+3y7mLhD2TSb5MY7U/G9j+86jxBw+y2svj5ahfQIAjVpDB9+eDG/9EA5qRyJP/ZfDF/ZQrC+ydmgG13Ivsz1+FU4aLUNaSuK3RbKwj/mVTu9rymaPJPn/jQztE+Wp59KAoa0eoJN/H+Kv/MHmEz+QduOCtcPicvZFdpxeTV0nd8JajsXF0dXaIQkhbJgk/7+5edU+IW5HrVLTxrsr4W0ewcXBlR3xqzmYtIsinXUWebqUdZ5d8evwrNOIQcH3onWQlSZtldT8zU96+xtH3vnfRIb2iapwd/YkrOVYTl/5g98v/crFrER6NhlcrUPqMvOuUcepLo6akrUPkq8n8Ou5Lfi4NaFv85E4yJK8Nk1W9TM/lYnj/GvrdN4VkZr/TWRon6gqlUpFq0YdGdHmEdy09diVsI595yMpLM43+3cVFhew9eRyLmSeBeBsehx7EzcTUC+Ifi3ulsQvhKg0+dfiT6VD+6ZPk1X7RNXV1XowKOgezqYf5/CFX0jJOk/3gEE0rtfcbN+RlBGPXtHj4xbAqcu/E3Mhihb129G9ySDUpkxuLixHqv5mJ739jSPJn7JD++6/T4b2CeOoVCpaNGiPr3tTDiTtYs/ZDTT1bEnXxv1xdjT9gTIx/QQ+bk04m36c3y9F07pRFzr797XbZsuaSHK/+UnyN45UF5ChfcK86ji50b/FKEKbDSMlK4lNJ5Zx/tppFBN6at0oyOBKziVUKjW/X4qmg28vOvj05FruZZPOK4SwT3Zf85ehfaI6qFQqAr1a4+MWwKHkKH49t4Xz10/TvclAo4bhJaafQKVScykrkYB6QaTnpLIm9Sv0ip5R7SZQV+th/osQZifT+5qfSq1CpTahw59in1V/u6/5f798jwztE9XGxdGVu5qPpG/gCK7mXGJj3PecTY+rUm1dURROXj6C8ucSwxcyzlCsLybErzcj2z4miV/YNRnqZxy7rvlfvZrFosU7eFCG9olq1sQzGG+3xsRc2MO+85Gcv36aHk0Gcel8Gjdu3Cj3WL1eT9qlq7Ru1Zrghh3xc2+Kk4zlr5Gk5m9+ps7SZ68z/Nl18i8d2vesDO0TFqB1cKF3s2E09WzJgaSdfL3lY6ZGvFXp40+fPk0zr+BqjFAIYS/sNvnL0D5hLf4egYxs+ygrL3wPwHNvP4pfOS1PlxLTmD9jWYUtBML2Sc3f/KS3v3HsMvnL0D5hbU4aLW28uwDgF+hNYJsAK0ckLEGG+pmfzPBnHLvs8CdD+4QQQtgzu6v5FxQU8dH/baCfDO0TQliatPubnQoTm/3NFknNYnfJ//vle0i7nMH8z560dihCCDsjzf7mJ83+xqnRzf56vZ6ioqJKly8d2ier9omaaN+5SBLTT1CsL7Z2KKIGWbBgASEhIbi7u+Pu7k5oaChbtmy5Y/lFixZx11134enpiaenJ2FhYRw4cKBMmYkTJxqSbuk2fPjw6r4UYUY1ouafn5/Pvn37iImJISYmhgP79pF04YIh8WvUaup5eNCla1e6de9O165dCQ0Nxc/Pr8x5DKv2/UOG9omaR63WEH3+Zw5d2E2gVxuCGrSnnkt9a4clqsAarf6NGzfm3XffJTg4GEVR+PbbbxkzZgxHjhyhXbt2t5SPiorioYceonfv3jg7O/Pee+8xdOhQjh8/jr+/v6Hc8OHDWbJkieGzVqs1+ppMYupEPfZZ8bft5H/mzBkWLlzI14sWkZGZiZNaQ32Vhvo6hR6ocUCLChU6vULu9RxO79jNvqg93CguRKVSER4ezpQpUxg2bBinTl/6a2ifuwztE9an15fM2HcpMa3ccqU/79FkEMFtm3Mm/Rhn0+M4fSWWBq6+BDVoTxPPYBzUjtUeszCRFdr9R40qO3vpnDlzWLBgAfv27btt8v/hhx/KfP76669ZvXo1O3bsYPz48Yb9Wq0WHx+fqgVTDaTZ3zg2mfxjY2P557Rp/BwZiYvGgWCdijDq4KlXoy7vMU0BiiEHR5KUYg5u286IzZtp1qQJPgG9CWzWUYb2CatRFIXM/HQuZiZyNj2O+AvxAMyfsaxSx7u5ueHmXI9O/n3p4BvKxcyzJFw9xr7zkcSUaQ1oUJ2XIWxEVlZWmc9arbbC2rdOp2PlypXk5OQQGlq5fwtzc3MpKirCy8urzP6oqCgaNWqEp6cngwYNYvbs2dSvLy1RNYVNJf/CwkLmzJnDnDlzqIeaATjTQueAQxXbZVxR0wYnWusULuPAsaQU9iWtoFPHBJKSHqB5c/OtsS5ERa5kX+L89dNczEwkpzALtUqNXtHj19SHuBNx5OXmVXgONzc3goP/mt1Po9bQxDOYJp7B3CjI4MzV43+2BvxOfVcfghq0p2m9ljhopDXA1pirw15AQNm5Id58801mzZp127JHjx4lNDSU/Px86taty9q1a2nbtm2lvuef//wnfn5+hIWFGfYNHz6ce++9l8DAQM6cOcMbb7xBeHg40dHRaDSWHT6tUpdsphxvj2wm+f/xxx88+vDDHI+Lo5PiSBec0Jj4MkaFCm80eKOhFQ7sPf47Hdq154OPPuTZZ5+12+YeYTk6fTE749egdXDB3yOQYn0xiddO4KB2JNCrDW2atDH5O9y09ejk34cQv15czEgk/upR9p/fzuHkPTSr35qg+u3xrNPQDFcjTGXOd/7Jycm4u7sb9pdX62/VqhWxsbFkZmayatUqJkyYwO7duyt8AHj33XdZsWIFUVFRODv/tZ7EuHHjDH/u0KEDISEhtGjRgqioKAYPHmzklRlHmv2NYxPJf+fOnYy++25cCou5R3GhAeZ/cmyMA/cWa9hfXMDkyZOJi4vj008/Ra2208c+YREatQP3hfwDtUrDHynRxF89SjPPVpy7form9U1P/DdTqzQEeAYR4BlEdkEmZ64e50z6ceKv/EH9On+2BnhKa0BtUdp7vzKcnJwICgoCoGvXrhw8eJB58+bx5Zdf3vGYDz/8kHfffZft27cTEhJS7vmbN29OgwYNSEhIsHjyR60q2Uw53g5ZPflHRkZy98iReOtUDNFrcazGrpdOqLgLZ+qjZv4XX5CXl8fXX39tt09+wjI0agcOXYgi/sofdPa/i+t5V3DXeuJVp/qGm9bVetDRvzcd/HpyMTORhKvH2J+0nZgLewj0akVQgw7SGmDH9Ho9BQUFd/z5+++/z5w5c9i2bRvdunWr8HwXLlwgPT0dX19fc4YpqpFVk/++ffsYM3o0vjoYoje9mb+y2uKEAyq++eYb6tWrx0cffWSR7xX2R6/o2Xc+knPXTtKjyWCaerZkzdFFtPfpYZGHTrVKQ0C9IALqBZFdkMWZ9OOcTT9O/NWjeNXxNrQGOGqcqj0WYZ2hftOnTyc8PJwmTZpw48YNli9fTlRUFNu2bQNg/Pjx+Pv7M3fuXADee+89Zs6cyfLly2nWrBmpqakA1K1bl7p165Kdnc1bb73Ffffdh4+PD2fOnGHatGkEBQUxbNgw0y7OGLKyj1Gs1uadmZnJ2HvvpV6hjjC91mKJv1RLHOmDlo8//pi1a9da9LuFfdDpi9l7djPnr52md7PhBDVoT2b+NVCgmVcri8dTV+tOR79QxrSfRL/md+Ps4MKBpB2sPfo1B5J2cC33ssVjsjelyd/UrSouX77M+PHjadWqFYMHD+bgwYNs27aNIUOGAJCUlERKSoqh/IIFCygsLGTs2LH4+voatg8//BAAjUbDH3/8wejRo2nZsiVPPPEEXbt25ZdffrHKWP+/TzZkzFYVe/bsYdSoUfj5+aFSqVi3bl2FxxQUFPCvf/2Lpk2botVqadasGd98842RV2weVqv5v/LKK1y9fJn79M5V7s1vLu1w5KJKzz+eeop+/frJMBVhNsW6Ivac3cCV7Ev0a3E3/h6BADRw9eGekCdx0lhpQhRArVLTuF4LGtdrQc6frQFn0o+TcPUYXnUa/dka0EpaA2qJxYsXl/vzqKioMp/PnTtXbnkXFxdDq4E9ysnJoWPHjkyaNIl77723Usc88MADpKWlsXjxYoKCgkhJSTHM82EtVkn+P//8M4sXL+YutLhZcYZhFSr6Kk6szshkypQp/Pjjj1aLRdQehcUFRJ1ZT0beVQYEReDt1rjMz62Z+P/OVetOiF8o7X17cinzHAlXj3IwaReHL/xCU89WBDVoT31XmQpb2DALd/gLDw8nPDy80uW3bt3K7t27OXv2rGGuhGbNmlXpO6uDxTNvcXExTz3xBAFqR9pg/V7HrqjppXNgxYoV7Nixw9rhiBouvyiX7fGryMq/xqDge29J/LaqpDWgOQOCxjC6/URaN+rCpaxzbDu1gi0nlhN/5Q+KdHfuICYqxxrN/rVe6Tt/UzZKJk26eSuvQ2RV/O9//6Nbt268//77+Pv707JlS1599VXy8iqe36M6WTz5b9iwgaQLF+ihd0RlI5MqB+NAQwcnPp03z9qhiBosp/AG20+vIr8ol7CWY2ngav2pT43h6uROiF8vxrR/nP4tRlHHqS6HkqNYe3Qx+89vJz0nFUUykKhlAgIC8PDwMGylHSBNdfbsWfbu3cuxY8dYu3Ytn3zyCatWreK5554zy/mNZfFm/88/+wxfjRMNdJadBao8KlS0LlaxceNGkpKSaNKkibVDEjVMVv51diasRQUMaXk/bs71rB2SydQqNf4ezfH3aE5u4Q3OpMdx5uoxzqQfx9OlYUnfAK9WNvUaw9bJkr7mp1KrUJnQ7F96bFUmTaoKvV6PSqXihx9+wMPDA4CPP/6YsWPHMn/+fFxcXMzyPVVl0Zr/qVOn2LlrF611tjexTjCOOKrVfPXVV9YORdQwGXlX2X56FQ4qh1qT+P+ujpMbHXx7Mrr94/RvMRpXJ7c/WwO+Zt/5SK5Ka0DlKGbaxF/M1OxfOmlS6Wau5O/r64u/v78h8QO0adMGRVG4cOGCWb7DGBbNwj/99BMuGgeaW39uoVs4oqKFTs33335r7VBEDXI1J5Xtp1fh4uhKWMux1HFys3ZI1aqkNSCQfi1GMab9JNp5dyf1RjI/n/qJLSeXc/rK7xQWS9+AO5F3/uanUqkMtX+jtmoe59+nTx8uXbpEdna2Yd/p06dRq9U0bmy9PkEWTf4H9u+noV5ltaF9FfFFQ9KfM1UJUZG0G8nsjF+Dh7MXg4Pvw9nRvpaKruNUl/a+PRjdbiIDWoyhrpMHMcm7b2oNSJHWAFHrZGdnExsbS2xsLACJiYnExsaSlJQElEyqdPPSxw8//DD169fn8ccfJy4ujj179vDaa68xadIkqzX5g4Xf+R84cIDGim0mfoCGf64pEBMTw9ChQ60cjbBlFzLOsjdxM43q+tOv+d12PV++WqXGz6MZfh7NyC3M5mx6HGfSj3E2PY56zvVp0aADgV6tcXKQvgHyzr8aWHiGv0OHDjFw4EDD55dffhmACRMmsHTpUlJSUgwPAlAyM2JkZCTPP/883bp1o379+jzwwAPMnj3b+JjNwGLJ/9KlS1y5epXOOFdc2ErcUeGscZDkL8p17topos/9jL9HIH0Ch6NR295rLGspbQ1o59OdlBtJnLl6lMMXdhN7cS9NPIMJatCeBq6+9r2ehmRv81Jj4jj/qhUfMGBAuS1aS5cuvWVf69atiYyMrGJg1cti/2rFxcUB4FUNK/aZiwoVXqgNsQrxdwlXj3IgaSeBXm3o2TQMtb0uBl4BlUqFn3tT/NybkleUw9n0OBKuHiPx2gk8nOsT1KD9n60Bt1YGkq7H07CuHy6OrlaIXAj7YLHkn5OTA4CtTxjqoNMbYhXiZnFpMcRe3EvLhh3p2ri/fddeq8DF0ZV2Pt1p692N1BtJJFw9xuELv/zZGtDyltaAPy5Fo1KpGdLy/lr3qkCa/c3PmPn5/368PbJY8i8sLARAbaOd/Uqpgfz8fGuHIWyIoij8kRLN8dSDtPPpTohvqN3+g2EKlUqFr3tTfP9sDUhMP3FTa4AXLRq0J9CrDXc1H8nPp1ey5+xGBgaNQa3SEB0dza5du9BqtYwZM4bg4GBrX45xrLGsX21n4el9awuLJX8np5I6vx4FbPgBQA84O9tuvwRhWYqiEHNhN6ev/E4n/7609e5q7ZBqBRdHV9r6dKONd1fSbiSTcPUYsRf3EnvxV5p4BhPi24sjF/ey/dh6Pnx5Adt37MDT05OCggJee+01np8yhU/mzUOtltcuQhjDYsnf1bXk/V0hYL3BDRUr1qipU8e+hmyJ29Mrevaf307itRN0DxhEcMMO1g6p1lGpVPi4N8HHvQn5RbklfQPSj3Hu2klcHFz5zz/ncvxgPOt++oFRI8IpLCxkwaLFvDL93wQFB/PCCy9Y+xKqRCr+1cDCvf1rC4s9Nrdt2xaAa+gs9ZVVpqBwDT3t2rWzdijCynT6Yn5N3MK5ayfp3WyYJH4LyMy/hkbtQFPPVvi5B3LtSib7I48wZ9YMxtw9ErVajbOzMy89P5lHHryfTz75pMbNIyAT/JmfSm36Zo8sdtl+fn40bNCAK1h3DePyZKGQryuma1dp2rVnxboidp/ZwMXMRO5qfjfNvFpbO6RaT1EUfk3czJGLe0lMjyOvKIeMiznodHqGhQ2+pfzwIWEkJiaSm5trhWiFqPksOkC5e48eHNsSabOPrlf+bJWQ5G+/CnUF7E5Yz/W8qwwIGoOPW4C1Q7ILKpWKiA5PouKvntv+RX8Ab3IqPp6gFs3LlD+dkICrq2vN658j3f3NT5r9jWLRBo8ePXpwRa1QbKO/vSnoaNK4MfXr17d2KMIK8oty2XF6NZn51xgUfK8kfgtTq9RlRlF06NCBTp06MfPtd8jIyDDsP3U6ns+/XMRjjz2GRmO784bcjjT7m59J8/qbuCJgTWbR5D9u3DjydMWcpdiSX1spRSic0eh5bMIEa4cirCC38AbbT68iryiHwcH30cDVx9oh2T2VSsXixYs5e+48zdt3ZtIzk7n/0QmE9OyDt7cP//nPf6wdYpXJwj7VwEyr+tkbiyb/Vq1aMWjgQE5qbO+9fzxFFOn1PP3009YORVjYjYIMIk+vpFgpJqzlWDzrNLR2SOJPXbp0ITY2lkmTJvH78RNcSElj9uzZREdH07Ch/HcSwlgWn5R8yvPPc++uXVzFgQY2MtWvgsJJB4W7w++mSZMm1g5HWFBG3lV2JazDQe3IoOB7cHVyt3ZI4m+aNm3Khx9+aO0wzEPe+d+WTqfj6NGjNG3aFE9Pz6odLJP8GMXigxxGjRpFgL8/B9RFKDbyW5xAMVeKC3nhxRetHYqwoPScVLafXo3WwYWwlmMl8YtqJ+/8S0ydOpXFixcDJYm/f//+dOnShYCAAKKioqp0rtLpfU3Zaqqb+8JUlcWTv4ODA4sWLyZZX8RJiiz99bfIQU+0ppgHH3yQwYNvHVIkaqe0GxfYEb8Gd2dPwoLvk0VkhLCgVatW0bFjRwA2bNhAYmIiJ0+e5KWXXuJf//qXlaOzTe+99x4//fST4fMDDzxA/fr18ff35/fff6/y+awyvcGwYcOYNGkS+zXF3LDiuH8Fhb2qQlw9PPj888+tFoewrIuZiUQlrKOBqw8DgyJuu7KcENVBOvyVuHr1Kj4+JZ1qN2/ezP3330/Lli2ZNGkSR48erdrJSpv9TdlqgIULFxIQUDICKTIyksjISLZs2UJ4eDivvfZalc9ntbmNPv74Y+o3bEiUutBqQ/+OU8Q5pYivvl5EgwYNrBKDsKzz106z58xGfN2b0b/FaBw1tr7OpBC1j7e3N3Fxceh0OrZu3cqQIUMAyM3NNWL4pqk9/WtG8k9NTTUk/40bN/LAAw8wdOhQpk2bxsGDB6t8Pqslfw8PD1atWcN1Jw3b1QXoLPwAcJoifqWAl156iXvuucei3y2sI+HqMX49t4WmXi3p23wEGrXF+7sKIYDHH3+cBx54gPbt26NSqQgLCwNg//79tG4tM2rejqenJ8nJyQBs3brVcM8URUGnq/q0+Vb91y80NJR169dz98i72UYhQ/ROOFrgKSyOQvZSwOOPP85HH31U7d8nrO9E2mGOXPyF4AYd6BYwsEZ38hE1lyzsU2LWrFm0b9+e5ORk7r//frRaLQAajYbXX3+9SucytdNeTfm34N577+Xhhx8mODiY9PR0wsPDAThy5AhBQUFVPp/Vqz5Dhw5ly9YtjB41ig2FhfTTVd8QwEIU9lNAHEU899xzfPbZZzXmP7wwjqIoHE3Zx7HUA7T17kZHv97y31xYjYz0+8vYsWMByM/PN+ybYMwka3Yy1O///u//aNasGcnJybz//vvUrVsXgJSUFJ577rkqn8/qyR9g8ODB/BYdzaMPP8LaE3F0VhzpjBMaM7YCXKSYXxyKKXTQ8PmH/8dzzz0nScDKrly5wunTp8nNzaWoqAitVoubmxtt27Y1/GKbQlEUDl/Yw6krsXT06007n+5miFoIYSqdTsc777zDwoULSUtL4/Tp0zRv3pwZM2bQrFkznnjiCWuHaHMcHR159dVXb9n/0ksvGXU+m0j+AB07diTmyGHmzJnDnDlzOE8B7XUaWuCAg5EPAQoKl9FzjCISKOKuXn1Z+u23NG/evOKDhdmdPHmS1atXc/DgQQ7u38+l1NTbllOpVLQMCqJHr1707NmTBx54oMqzuekVPQeSdnA2PY7uAQMJbhhijksQwjRS9Qdgzpw5fPvtt7z//vs89dRThv3t27fnk08+qVLyt5dmf4Dvv/+eL7/8krNnzxIdHU3Tpk355JNPCAwMZMyYMVU6l02tZOzk5MRbb73FwYMH6TywP1Hks1yTzz7ySUeHvpK/9bnoOUkh6zSFrCOXy/XdWbBgAVG7d0vit7CioiJWr17NwAEDaNOmDbPfnEXMhi00TL1GGM7cTx0expVHceUhXLmXOvRTnNDEnyPyx5+Y+sIL+Pv58eijjxIdHV2p9dt1eh2/Jm4hMf0EoU2HSeIXNkOG+pX47rvv+Oqrr3jkkUfK9O7v2LEjJ0+erNrJ7GSo34IFC3j55ZcJDw8nIyPD0MmvXr16fPLJJ1U+n83U/G/WuXNnfo6MJCEhgYULF/L1okX8npWFk1pDfZWG+joFD9Q4ACpU6FDIReGqSuGaRsWN4kJUKhXhQ4fTa/QY1l+9waB77kOttqlnnVpv7dq1THnuOS6lpuKncWIwzgTqHCp8ndMQDa0BiiEfJ07pi9j003/54Ycf6NGtG4uXLKF9+/a3PbZYX8QvZzeRduMCdzUfSeN6Lcx/YUIYTar+ABcvXrxtJzW9Xk9RURUnf7OTJX0/++wzFi1aREREBO+++65hf7du3W77OqAiNp0Ng4KC+PDDD0lJTWXXrl3Mee9d+t9/L7nN/DngqGc3BUSRz6/qIhLr1SF4UD8mv/oyK1euJDk5mU2bNzP9qSfx86zH9/uqPg5SGCc9PZ2HHnqIe++9F6e0dMZSh1E6LUE4VrkfhzMqOuLEA8VawnHhTOwfdO7cmTlz5lBcXHZ1yEJdAbsS1nE5+yIDWoyWxC+EjWrbti2//PLLLftXrVpF586drRCR7UtMTLztvdFqteTk5FT5fDZZ8/87FxcXBgwYwIABA8rs1+l06PV6HB0d73isg0bDwz268Mn23Tw3oC++HjJ/e3Xavn07D48bR3ZGJgNxJlhxQGWGjpsqVDTBAb9iDTEUMmPGDFavXMnqtWsJDAwkvziPqIR13CjIZFDQvTSs62uGqxHCzMzRbF/zK/7MnDmTCRMmcPHiRfR6PWvWrOHUqVN89913bNy4sUrnUqlVqExoujflWEsKDAwkNjaWpk2bltm/detW2rRpU+Xz2XTNvyIajabcxF9qTMcO1HXWsvxAjAWisl8rV64kPDwc52tZ3KfT0hJHsyT+mzmgoidaIhQXEo/H0btXL2J+P8SO06vILbxBWPB9kviFzZKFfUqMGTOGDRs2sH37dlxdXZk5cyYnTpxgw4YNhtn+Ks2U2f1MfWVgQS+//DKTJ0/mp59+QlEUDhw4wJw5c5g+fTrTpk2r8vlqdPKvLBcnR+7v2ol1sUfJyM2zdji10urVqxn34IME6lQMU7S4VvOvViM0jCp2ojj9OgP7DeDcmSTCWt6PZx1Z412Imy1YsICQkBDc3d1xd3cnNDSULVu2lHvMypUrad26Nc7OznTo0IHNmzeX+bmiKMycORNfX19cXFwICwsjPj6+SnHdddddREZGcvnyZXJzc9m7dy9Dhw6t8vXZiyeffJL33nuPf//73+Tm5vLwww+zYMEC5s2bx7hx46p8PrtI/gAPdO2EoiisOlz11Y9E+Xbv3s24ceNojgMDFK1Z52coTx3UjNA54ZBTwDtPf05eZqFFvlcIo1mh6t+4cWPeffddYmJiOHToEIMGDWLMmDEcP378tuV/++03HnroIZ544gmOHDlCREQEERERHDt2zFDm/fff59NPP2XhwoXs378fV1dXhg0bVmbCHotRY2Jvf8uHbKxHHnmE+Ph4srOzSU1N5cKFC0bPiaBSKjN2qpZ4b+sOtp84zYYpT+JcidcFomJZWVm0a9MGJfUK4XrLJf6b5aBnraaAsJEjWLtuXY0atyvsQ1ZWFh4eHnSeMQeNs2mrSOry8zny9r/IzMzE3d24PkxeXl588MEHt00cDz74IDk5OWXevffq1YtOnTqxcOFCFEXBz8+PV155xdDLPDMzE29vb5YuXVqpWqinp+dt/56qVCqcnZ0JCgpi4sSJPP7443c8R+k9TX9iCO5Oxv97nlVYRP3FkSbdz5qoRnT4M5dHenZlzZE/2PhHHGO7drR2OLXCq6++ypW0NO7TO1sl8QO4oqa3zoH1//sfK1as4KGHHrJKHEJYUlZWVpnPWq3WMEf+neh0OlauXElOTg6hoaG3LRMdHc3LL79cZt+wYcNYt24dUNLrPDU11bCwDJQs1NazZ0+io6MrlfxnzpzJnDlzCA8Pp0ePHgAcOHCArVu3MnnyZBITE3n22WcpLi4uMwmQvencuXOlKzOHDx+u0rntKvk39qzHoNbBLNt/iHs6d0Aj4/5NEhkZyaJFi7gLLW5WbjtrjiNBKh3PPfssAwcONKwVLoQtMeco/9LlXUu9+eabzJo167bHHD16lNDQUPLz86lbty5r166lbdu2ty2bmpqKt7d3mX3e3t6k/jkjZ+n/l1emInv37mX27Nk888wzZfZ/+eWX/Pzzz6xevZqQkBA+/fTTipN/LZ7bPyIiwvDn/Px85s+fT9u2bQ0Pbvv27eP48eM1d25/S3qsVzcmLFnOrlMJhLVpae1waixFUUpm31M70kZvG69QeitOrMrOYc6cOXz22WfWDkeIW5kx+ycnJ5dppi6v1t+qVStiY2PJzMxk1apVTJgwgd27d9/xAaC6bdu2jffee++W/YMHD+aVV14BYMSIEZVb4a8WT/Lz5ptvGv785JNP8sILL/D222/fUqZ0qd+qsLuqb1tfH7o1DeC76IOVmipW3N4vv/xC3MmTdNKbZxy/ObigppVOzZJvviE7O9va4QhRrUp775du5SV/JycngoKC6Nq1K3PnzqVjx47MmzfvtmV9fHxIS0srsy8tLc3Qmlb6/+WVqYiXlxcbNmy4Zf+GDRvw8vICICcnBzc3t0qdzx6sXLmS8ePH37L/0UcfZfXq1VU+n90lf4AJod05kZrGofNVf1oSJebPn4+XgxP+1bT8srHa4EhuXh7Lly+3dihC3MJWxvnr9XoKCgpu+7PQ0FB27NhRZl9kZKShqTkwMBAfH58yZbKysti/f/8d+xH83YwZM3jttdcYPXo0s2fPZvbs2YwZM4Zp06YZaruRkZH079+/4pPZyTh/FxcXfv3111v2//rrrzgb0YnU7pr9AXoGNiW4UUO+iz5I92ZNrB1OjZOWlsbq1avpUayxmVp/KTfUNMOBz+bN46mnnpKe/8KmmGNhnqoeP336dMLDw2nSpAk3btxg+fLlREVFsW3bNgDGjx+Pv78/c+fOBeDFF1+kf//+fPTRR4wcOZIVK1Zw6NAhvvrqK6CkR/7UqVOZPXs2wcHBBAYGMmPGDPz8/Mq8oy7PU089Rdu2bfn8889Zs2YNUPJqYvfu3fTu3RvA0PxfMVMTeM34N2Lq1Kk8++yzHD582NBJcv/+/XzzzTfMmDGjyuezy+SvUqkYH9qNGeu3cDrtCi29ZWKYqti2bRvFxcUEY9qQpeoSrGj4OS6OCxcu3NIpSgirssK6PpcvX2b8+PGkpKTg4eFBSEgI27ZtM8ykl5SUVGbRs969e7N8+XL+/e9/88YbbxAcHMy6devKLKY1bdo0cnJyePrpp8nIyKBv375s3bq1SjXQPn360KdPn6pdzO2o1SWbKcfXAK+//jrNmzdn3rx5LFu2DIA2bdqwZMkSHnjggSqfz67G+d+sWKfj3oVL6NjYj7fHjLB2ODXKiy++yLIFC7m/qPxhRdaSg55l5LB27dpK10SEqE6lY9JD3jDPOP8/3jFtnL81/H1oYnkqc12Gcf7PjsRda8I4/4Ii6i/YVOPup6nssuYPsuCPKQ4eOIBXkd7aYdxRHVTUdXDk0KFDkvyFTbHnBX3r1atX6ddwpWvVV0ot7u1/OzExMZw4cQKAdu3aGb0Kot0mfyhZ8OfrvftYfiCGV4YMtHY4NYJOpyM2NpaONtbR72YqVNTXwaGDsoyzsC3WeOdvK3bt2mX487lz53j99deZOHGioZNgdHQ03377raHvQaXZSfK/fPky48aNIyoqinr16gGQkZHBwIEDWbFiBQ0bVu31tV0n/9IFf5btP8QTfXpRr46LtUOyeZcvXyYvPx8PbPteeSiQcLpqC40IIarPzT33//Of//Dxxx+XmY1z9OjRdOjQga+++ooJEyZYI0Sb9vzzz3Pjxg2OHz9uWMI3Li6OCRMm8MILL/Djjz9W6Xw1o6dDNZIFf6omL69kVURbf2p0QEVevqzgKIQtio6Oplu3brfs79atGwcOHKjayexkqN/WrVuZP3++IfEDtG3bli+++KLCVRpvx+6Tv6drHUaFtOeng0fILyqydjg2r/RdnK3/4qiA4uJia4chRBmlzf6mbjVdQEAAixYtumX/119/XfUROqW9/U3ZagC9Xo/jbRakc3R0RK+veh8sW6/AWYQs+FN5pUN5bD2t6iiZFEMIYXv+7//+j/vuu48tW7bQs2dPoGRhn9OnTxvG/YuyBg0axIsvvsiPP/6In58fABcvXuSll15i8ODBVT5fzXjkqWY3L/ijM+IJyp6UdjTJt/E+x3koeHp6WTsMIcpQzPS/mm7EiBHEx8czevRorl27xrVr1xg1ahTx8fGMGFHFodd20uz/+eefk5WVRbNmzWjRogUtWrSgWbNmZGVlGbWWidT8/yQL/lSOm5sbzZo04UpSCi2xjQV9bue6g4q7enS3dhhC3Krm526zSExM5Ny5c6SkpLBq1Sr8/f35/vvvCQwMpG/fvpU/kZ309g8ICODw4cPs2LHDMNSvTZs2ZZZWrgqp+f9JFvypvB69enFNY7t/YYpRuKoromvXrtYORQhxG6tXr2bYsGHUqVOHI0eOGNYZyMzM5J133rFydLZr586d7Ny5k99//50jR46wfPlyJk2axKRJk6p8Lkn+N5EFfyqna9euXFV06G20CnMNPXpFkeQvbI50+Csxe/ZsFi5cyKJFi8p0YuvTpw+HDx+u2snspNn/rbfeYujQoezYsYOrV69y/fr1MltVSbP/TQwL/uyTBX/KExoaSqFeRyo6/GzwVyiJYuo4u9ChQwdrhyKEuI1Tp07Rr1+/W/Z7eHiQkZFRtZPZydz+CxcuZOnSpTz22GNmOV/NuGoLKV3wZ9/Z85xOu2LtcGzOpYxMFu/dx/8dO42zV32O22Cffx0Kpx0UHpsw3qhlLoWoTlLzL+Hj40NCQsIt+/fu3Uvz5s2rdjI7qfkXFhYaVjw0B0n+fxPWuiW+Hu58v0+mhgXILijgf78f4x/L/suY+Yv5NvogIY39eXbyFM6pisnFtkZHnKeYG8VFPPvss9YORQhxB0899RQvvvgi+/fvR6VScenSJX744QdeffVV+bt7B08++STLly832/lsr83WymTBHyjW69mfeJ7NR+PYfTqBwmId3Zs14a1RwxnQKog6Tk5k3NWLBe+/S1xBEd2wjdX9FBTi1DpCe/SiY0eZr0HYHnte2Odmr7/+Onq9nsGDB5Obm0u/fv3QarW8+uqrPP/881U7mQoTe/sbf6gl5efn89VXX7F9+3ZCQkJumfDn448/rtL5JPnfhr0u+HM67Qqbjsax9fgJruXkEtigPk/f1Zth7Vrj7e5Wpmy9evV49rnn+HzePIL1jnjYQCNSAsVc1Bcxf/p0a4cixO1J9gdKXrH+61//4rXXXiMhIYHs7Gzatm1L3bp1jTmZXQz1++OPP+jUqRMAx44dK/Ozyq6WeDNJ/rdhTwv+XM3OZuvxk2w+Gkf85at41nFhWLvWjOzQllbejcr9pXr77bdZu3o1ey6mcrfOCZUVH6Fz0ROtKeaB+x5g9OjRVotDCFF5Tk5OtG3b1tph1Ag3r4poDpL87+CBrp34ft9BVh3+nSf79rJ2OGaVX1TE7tNn2HQ0jv2J59Go1fQPbsGz/fsS2rwpDprKLdfr6urK0u++Y8CAARxDRQecqjny21NQ2KsqpI67O59//rlVYhCiMux5Sd/qolKrUZnQY9+UY2sySf53cPOCP4/27IrzbRZUqEn0isKRpAtsOhrHzpPx5BQW0rGxH/8cPpiw1i1xdzGuZ3z//v15/vnnWfDFF3jp1fhb4VfqCIUkKkWsWvRVlde0FsKSpNW/OpjaY79mNPubmyT/ctSGBX/OpV9jy9ETbDl+gpTMLPzrefBwjy6M6NCWxp71zPIdH3zwASdPnODnnbsYrgdfC/5aHaWQgxTy1ltvcd9991nse4UQoiaT5F+Omxf8uadzBzQ1pHkoIzePyBOn2Hw0jmOXUqmr1TKkTUtGdGhLx8Z+RnUOKY9Wq2XtunWMCA9ny6+/EqaHJtX8q6WgcJhCDlHItGnTmDFjRrV+nxBmIVV/87OTDn/mJsm/AuN7dWf8kh8MC/5cyshEAfzreVg7tDKKdDp+TUhk09E49iacRVEUQlsEMveeu7kruDlah+r9T+3q6srWbdu4//772bxpE+1wpAdaHKuhSe0Gen5RF5KsL2L27Nm88cYbZn+gEaI6SO6vBpL8jSLJvwJtfL3p3qwJ30UfZHDrYObt2INapWLuvXdbOzQURSEuJZVNR+P4Oe4UmXn5tPZpxAuD+jGsXWu8XOtYNB4XFxfWr1/Pp59+yvTXX+eCvoB+xQ5mew2goHCCIg5oiqnfsCFblixh+PDhZjm3EELYE0n+5VAUpWTK317deH7FGg6dTyansBA3Z+tOapOSmcWWYyfYdDSOpGvXaeRWlzGdOjCifRtaNGxg1dg0Gg0vvfQSI0eOZML48fxv/34C1E601atpggNqI1oCClGIp4iTDgpXiwuZNGESH3/8MR4ettX6IkSFpOpvfnYyt7+5SfIvx0eRUZxITWPOmBGGBX8Ki4vROrhaPJbsggJ2noxn89E4YpIu4OzowKBWwUwbNohuTQNsrj9Cy5Yt2fvrryxfvpzP5s1jW0wMHg6OtChW4YOGBqhxucPEQAoKN1C4io6L6Dij0VOk1zN65Gheevnl2y4IIkRNIEP9qoE0+xtFkn85RndsT9TpBCYsWc49XTqweO9+mjeoT7P6Xhb5/mK9noPnkth0NI6oUwkUFhfTrVkTZo0azsA/p9m1ZRqNhscee4zHHnuMmJgY5s+fz8r//pfD2dkAeDg64VGkx4GSRSb0QKFaxTW1Qm5xyaJB/n5+THviCZ566ikCAgKsdi1CmINU/KuBJH+jSPIvR0vvhnz/+CNMX7uRpb8dxN3Zmcs3snGq5s5z8ZdLptnddvwkV7NzCKzvxZN9ezG8fRt8/jbNbk3RtWtXFi9ezKJFizh79iwxMTHExMRw8uRJcnJyKCwowMXFBXcPD0JCQujatStdu3bFx8fH2qELIUStI8m/Ap6udfj8ofuYt3MPKw4eAUp61pvb1ewcth0/yaajccRfvkI9FxeGtWvFiA5taePjXWt6s6vVaoKCgggKCuLBBx+0djhCWJZU/c3PwjX/PXv28MEHHxATE0NKSgpr164lIiKiUsf++uuv9O/fn/bt2xMbG1v1WM1Ikn8lOGg0vDJkIC0aNGDOlkgy8/LMct78oiL2nD7DpmNx7DtbMs1uv+DmPNO/N72bN6v0NLtCiJpCQZHsb14W7vCXk5NDx44dmTRpEvfee2+lj8vIyGD8+PEMHjyYtLS0qkZpdpL8qyCicwe6Ng2goZvxHf5Kp9ndcuwE20+eJqegkJDGfvxz2GDC2hg/za4QQojqFx4eTnh4eJWPe+aZZ3j44YfRaDSsW7fO/IFVkST/KoiPj+fGjRtcqaCcm5sbwcHBZfadT7/O5mNxbDlWMs2uXz0PHurehRHt2xDg5Vl9QQshbIc0+5ufmZr9s7KyyuzWarVoteYZ1r1kyRLOnj3LsmXLmD17tlnOaSpJ/pUUHx9Py5YtK13+9OnTNGrcmMi402w+FsfRiym4ap0Y0qYVI6tpml0hhG2ToX7VwEzJ/++jid58801mzZplQmAl4uPjef311/nll19wqObO4lVhO5HYuBs3bgAQeP/DODf0vmO5/CtpJK5czux1GzmtU/05zW4z3okYyV3BzWv86oBCCFEbJScn4+7ubvhsjlq/Tqfj4Ycf5q233qpS5dESJPlXkXNDb1z9G1dY7sqNHJ6/ewTD2raifl3LTwokhBB2wUwd/tzd3cskf3O4ceMGhw4d4siRI0yZMgUAvV6Poig4ODjw888/M2jQILN+Z2VJ8q8msyNG0KVLF2uHIYSwIdLsXw1UmNjsb7ZIbuHu7s7Ro0fL7Js/fz47d+5k1apVBAYGVt+XV0CSvxBCCFFJ2dnZJCQkGD4nJiYSGxuLl5cXTZo0Yfr06Vy8eJHvvvsOtVpN+/btyxzfqFEjnJ2db9lvabY1IbwQQgizmTt3Lt27d8fNzY1GjRoRERHBqVOnyj1mwIABqFSqW7aRI0caykycOPGWn1tthc3SDn+mbFVw6NAhOnfuTOfOnQF4+eWX6dy5MzNnzgQgJSWFpKQks1+muUnNXwghLMTSzf67d+9m8uTJdO/eneLiYt544w2GDh1KXFwcrq6374u0Zs0aCgsLDZ/T09Pp2LEj999/f5lyw4cPZ8mSJYbP5hoWV2UWnuFvwIABKOX8R1i6dGm5x8+aNcssowhMJclfCCEsxcLj/Ldu3Vrm89KlS2nUqBExMTF3XB3Ty6vswmUrVqygTp06tyR/rVZrG2tvqEzs8KeyzwZwSf5VlH+l/GkZK/q5EEKYgzGT0mRmZgK3JvjyLF68mHHjxt3SUhAVFUWjRo3w9PRk0KBBzJ49m/r161f6vMK6JPlXkptbyWp6iSuXV6m8EEKUMmfFv6qT0uj1eqZOnUqfPn0q3dnswIEDHDt2jMWLF5fZP3z4cO69914CAwM5c+YMb7zxBuHh4URHR6Ox9JoksqSvUST5V0KxXs/+9Ey6vPYvHu0SQv+WQeWWv930vkIIYc7sX9VJaSZPnsyxY8fYu3dvpb9q8eLFdOjQgR49epTZP27cOMOfO3ToQEhICC1atCAqKorBgwdX+vxmIcnfKJL8y6EoCr+eSeTTHXtITL+Gup4XbTuE0KVda2uHJoSwc1WZlGbKlCls3LiRPXv20LhxxZOUQcnqdStWrOA///lPhWWbN29OgwYNSEhIsHzyF0aR5H8HJ1PTmLdjD4fOJxNY/6/3Y2187zy1rxBC2BJFUXj++edZu3YtUVFRVZpUZuXKlRQUFPDoo49WWPbChQukp6fj6+trSrjGUalN67Rnpx3+7POqK3DoXBKPffMD6dk5zLx7GGk3btDezwe1SoWvh3mnfxRC2I/SoX6mbpU1efJkli1bxvLly3FzcyM1NZXU1FTy8vIMZcaPH8/06dNvOXbx4sVERETc0okvOzub1157jX379nHu3Dl27NjBmDFjCAoKYtiwYUbfG6OpVaZvdkhq/rcR7N2QD8eOIbRFM6b+tJa6Wi3t/Xy5lpuHo6U7swghhJEWLFgAlIxNv9mSJUuYOHEiAElJSaj/NlTu1KlT7N27l59//vmWc2o0Gv744w++/fZbMjIy8PPzY+jQobz99tvWG+svqkyS/214uLjQv2ULfjp4hIPnkvj8oftYffh3GtfzsHZoQoiazMKz/JQ3GU2pqKioW/a1atXqjse6uLiwbdu2SsdQ7aTZ3yj2edWVcC79Gp/t+oUHunaiZ2BTUjKzaOxZz9phCSFqMMVMm7iJhaf3rS2k5n8bxXo9szZsxdvdjecH3QXA4717ENhAJrAQQghR80nyv41vfzvAiZQ0vh7/IM6OjgAMat3SylEJIWo8C0/vaxfUJk7va8qxNZgk/785lXqZRXv3MTG0Bx38/awdjhCitpHkbV4yyY9RJPnfpKC4mJn/20KLhvV58q5e1g5HCCFERaTDn1Hs86rvYOHuX0m+nsFbo8JlSJ8QQohaS2r+fzqSdIEf9sfw/KC7CGrUwNrhCCFqIQuP9LMPKkxs9jdbJDWKJH8gp6CQWRu30bGxPw/36GrtcIQQQlSWdPgzin1e9d98smM313NyeXPUMDR2+osghBDCfth9zX9vwlnWxR5leniYTOIjhKheMtTP/KS3v1HsOvln5OYxe1MkvVs0455OHawdjhCitpPkb37S298o9nnVlMx5/d7WHRTpivn3iKGo7PTpTwghhP2x25r/z3Gn2H7yNHMiRtLQra61wxFCCGEMlYnL8tppxc8uk//lGzd4f9sOhrZtxdC2rawdjhDCTiiKUqmV9io6h7iJNPsbxe6uWlEU3t70M04ODkwbNsja4QghhBAWZ3c1/zVH/mDf2fN88uA9eLi4WDscIYQ9kQ5/5ie9/Y1iV8k/+dp1Ptmxm3s7h9CnRaC1wxFCCGEqafY3it0kf51ez6yN26jv6sqLg/tZOxwhhD2Smr/5qU3s8GfKsTWY3TzyLNt/iKMXLjFr1HDqODlZOxwhhBDCauyi5h9/+Qpf7onmsV7d6BTgb+1whBD2Smr+5ifv/I1S65N/YXExb/5vC0286vGPfr2tHY4QQghzknf+Rqn1V71o7z4Sr17jrdHhODnU+mcdIYQQokK1Ohv+fuES30Uf5B/9etPKu5G1wxFC2Dtp9jc/6fBnlFqb/PMKi3hrw1ba+fkwPrS7tcMRQghQlJLN1HOIv6hUJjb722fyr7XN/p/u3MPlG9m8efdwHNS19jKFEEKIKquVNf99Z8+x6vDvvDZ0EE3re1o7HCGEENVFevsbpdYl/6y8fN7e9DM9mjVhbNeO1g5HCCH+Iu/8zU96+xul1l31Bz/vJLewiBl3D0Ntp090QgghRHlqVc1/+4nTbD1+krdGD8fH3c3a4QghRBmqPzdTzyFuIr39jVJrkv/V7Bze3bqdga2CCG/XxtrhCCHEraTZ3/yk2d8otSL5K4rCnM2RaFRqpg8PQyXN/UIIWyTJ3/ykw59RasUjz/9+P8behLO8MWIInq51rB2OEEIIYdNqfM3/YkYmH2+PYlRIO/q3bGHtcIQQohxS9Tc7tbpkM+V4O1Sjk79eUXhrw1Y8XFx4ecgAa4cjhBDlk9xfDUxs9rfTLpQ1+pHnxwOHOZJ8kTfvHkZdrdba4QghhBA1Qo1N/meuXGV+1F4e6t6Frk0DrB2OEEJUTDHTVklz586le/fuuLm50ahRIyIiIjh16lS5xyxduhSVSlVmc3Z2LnsZisLMmTPx9fXFxcWFsLAw4uPjKx+YOZX29jdls0M18qqLdTpmbdiKXz0PnhvQx9rhCCGETdq9ezeTJ09m3759REZGUlRUxNChQ8nJySn3OHd3d1JSUgzb+fPny/z8/fff59NPP2XhwoXs378fV1dXhg0bRn5+fnVezu2V9vY3ZbNDNfKd/+Jf9xOfdoVvJj6Es6OjtcMRQgibtHXr1jKfly5dSqNGjYiJiaFfv353PE6lUuHj43PbnymKwieffMK///1vxowZA8B3332Ht7c369atY9y4cea7AFFtalzN//ilFJb8up9JfXrS1vf2v5xCCGGLVIp5NoCsrKwyW0FBQYXfn5mZCYCXl1e55bKzs2natCkBAQGMGTOG48ePG36WmJhIamoqYWFhhn0eHh707NmT6OhoI+6KiUp7+5uy2aEaddX5RUW8+b+ttPRuxKQ+Pa0djhBCVI2imGcDAgIC8PDwMGxz584t96v1ej1Tp06lT58+tG/f/o7lWrVqxTfffMP69etZtmwZer2e3r17c+HCBQBSU1MB8Pb2LnOct7e34WcWJc3+RqlRzf5fRO0lJTOLZU88ioNGY+1whBDCapKTk3F3dzd81lYw4mny5MkcO3aMvXv3llsuNDSU0NBQw+fevXvTpk0bvvzyS95++23TghY2o8bU/A+eS2LFwSNMHtiXwAb1rR2OEEJYlbu7e5mtvOQ/ZcoUNm7cyK5du2jcuHGVvsfR0ZHOnTuTkJAAYOgLkJaWVqZcWlraHfsJVCuVysTe/vZZ868RyT87v4C3Nm6jS5PGjOvexdrhCCGEcSw81E9RFKZMmcLatWvZuXMngYGBVQ5Zp9Nx9OhRfH19AQgMDMTHx4cdO3YYymRlZbF///4yLQYWI83+RqkRzf4fbY8iO7+AN+8ehtpO/0MJIWoJC87QN3nyZJYvX8769etxc3MzvJP38PDAxcUFgPHjx+Pv72/oM/Cf//yHXr16ERQUREZGBh988AHnz5/nySefBEpGAkydOpXZs2cTHBxMYGAgM2bMwM/Pj4iICMtdXClZ1c8oNp/8o04lsPGP48wYORS/eh7WDkcIIWqMBQsWADBgwIAy+5csWcLEiRMBSEpKQn1Tj/fr16/z1FNPkZqaiqenJ127duW3336jbdu2hjLTpk0jJyeHp59+moyMDPr27cvWrVtvmQxI2C6Voig2O1P0tZxcxi36lvb+vnw0dows1SuEqJGysrLw8PAg4IGZqB1NS5D6onyS//sfMjMzy3T4szel9/Ta5m9wN2E116ycXLxGTLK7+2lTNf8tW7Ywf/58zpw5Q2N/f5xDOqP3b8a/wodI4hdC1Hw3DdUz6RziL9LsbxSbuepZs2YxYsQIUi9dZNigAeTl5rDh4w+oc+AXvEx4qhNCCCFEWTZR8z927BhvvfUWb/17OjOn/9Ow/6tvlvKP56ey6+mnGDRokBUjFEIIM5Alfc3P1B77dtqqbBM1/2XLltGwYQNef+WlMvufenwCrVoG8/3331spMiGEEDZNVvUzik1cdXp6Ok0aN8bJyanMfpVKRVDz5qSnp1spMiGEEKL2sYnk37FjR34/eoyLly6V2X/jxg1++S2ajh07WikyIYQwH3Mu7CNKqFQqkzd7ZBPJ/9FHH8XDw4Oxj0wg7sRJAM4mnuOBxx6nuLiYp59+2soRCiGEGZhxYR/xJ2n2N4pNdPirV68eW7ZsISIignbdeuHl5cm1a9fx8vJi/fr1BAQEWDtEIYQQotawmUee7t27k5iYyMqVK3nttWksW7aM5OTkMmtGCyGEEGVYuOa/Z88eRo0ahZ+fHyqVinXr1pVbfs2aNQwZMoSGDRvi7u5OaGgo27ZtM+GCzcMmav6lnJycGDt2rLXDEEKI6iFD/cxPpQK15Yb65eTk0LFjRyZNmsS9995bYfk9e/YwZMgQ3nnnHerVq8eSJUsYNWoU+/fvp3PnzsZGbTKbSv5CCFGbmaPDnnT4+xsLz/AXHh5OeHh4pct/8sknZT6/8847rF+/ng0bNkjyF0IIIawpKyurzGetVotWqzX79+j1em7cuIGXl5fZz10VNvPOXwghaj/FTJswKJ3hz5QNCAgIwMPDw7CVLnFsbh9++CHZ2dk88MAD1XL+ypKavxBCWIq88zc/lcrEZv+S5J+cnFxmVb/qqPUvX76ct956i/Xr19OoUSOzn78qJPkLIYSwe+7u7tW6pO+KFSt48sknWblypU2MYpPkL4QQFiId/qpBDVjY58cff2TSpEmsWLGCkSNHVvv3VYYkfyGEsBRp9jc/C/f2z87OJiEhwfA5MTGR2NhYvLy8aNKkCdOnT+fixYt89913QElT/4QJE5g3bx49e/YkNTUVABcXFzw8PIyP20TS4U8IIYSopEOHDtG5c2fDML2XX36Zzp07M3PmTABSUlJISkoylP/qq68oLi5m8uTJ+Pr6GrYXX3zRKvGXkpq/EEJYjFT9zU5t4iQ/VTx2wIABKOWsr7B06dIyn6OioowIqvpJ8hdCCEuR3G9+Fm72ry3s86qFEEIIOyY1fyGEsBDp7V8NakBvf1skyV8IISxG2v3NTpr9jSLJXwghLEVyv/lJzd8o9vnII4QQQtgxqfkLIYSFyDv/aiDN/kaR5C+EEBYj7f5mp1aXbKYcb4fs86qFEEIIOyY1fyGEsBSp+JudSqVCZUKnPVOOrckk+QshhKWY4Z2/JP+/UalMfOdvn8lfmv2FEEIIOyM1fyGEsCipupuVjPM3iiR/IYSwFHnnXw1MHOpnpw3g9nnVQgghhB2Tmr8QQliK1PzNT5r9jSI1fyGEsBCVophlq6y5c+fSvXt33NzcaNSoEREREZw6darcYxYtWsRdd92Fp6cnnp6ehIWFceDAgTJlJk6caBhiV7oNHz7cqHtistJJfkzZ7JB9XrUQQtiB3bt3M3nyZPbt20dkZCRFRUUMHTqUnJycOx4TFRXFQw89xK5du4iOjiYgIIChQ4dy8eLFMuWGDx9OSkqKYfvxxx+r+3Jur7Tmb8pmh6TZXwghaqmtW7eW+bx06VIaNWpETEwM/fr1u+0xP/zwQ5nPX3/9NatXr2bHjh2MHz/esF+r1eLj42P+oIVFSM1fCCEsSTFx+1NWVlaZraCgoMKvzszMBMDLy6vS4ebm5lJUVHTLMVFRUTRq1IhWrVrx7LPPkp6eXulzmlXpwj6mbHbIPq9aCCGswJzv/AMCAvDw8DBsc+fOLfe79Xo9U6dOpU+fPrRv377SMf/zn//Ez8+PsLAww77hw4fz3XffsWPHDt577z12795NeHg4Op3OuBtjCmn2N4o0+wshRA2UnJyMu7u74bNWqy23/OTJkzl27Bh79+6t9He8++67rFixgqioKJydnQ37x40bZ/hzhw4dCAkJoUWLFkRFRTF48OAqXIWwFqn5CyFEDeTu7l5mKy/5T5kyhY0bN7Jr1y4aN25cqfN/+OGHvPvuu/z888+EhISUW7Z58+Y0aNCAhISEKl2DeajMsNkfqfkLIYSlKErJZuo5Kl1U4fnnn2ft2rVERUURGBhYqePef/995syZw7Zt2+jWrVuF5S9cuEB6ejq+vr6Vjs1sZJy/UaTmL4QQtdTkyZNZtmwZy5cvx83NjdTUVFJTU8nLyzOUGT9+PNOnTzd8fu+995gxYwbffPMNzZo1MxyTnZ0NQHZ2Nq+99hr79u3j3Llz7NixgzFjxhAUFMSwYcMsfo3COJL8hRDCUkzt6V/FGQIXLFhAZmYmAwYMwNfX17D99NNPhjJJSUmkpKSUOaawsJCxY8eWOebDDz8EQKPR8McffzB69GhatmzJE088QdeuXfnll18q7HdQLaTDn1Gk2V8IISzEHG+Yq3K8UolXBFFRUWU+nzt3rtzyLi4ubNu2rQpRVDdT76p9Jn+p+QshhBB2Rmr+QghhKRbu8GcXpMOfUST5CyGEpciqfuYnrf5GkeQvhBCWIjX/aiDZ3xjyzl8IIYSwM1LzF0IIC7F0b3+7IO/8jSLJXwghLEXe+ZufChOTv9kiqVGk2V8IIYSwM1LzF0IIS5EOf9VAOvwZQ5K/EEKImkve+RtFmv2FEEIIOyM1fyGEsBCVoqAysdne1ONrH2n2N4YkfyGEsBTp7W9+0uxvFGn2F0IIIeyM1PyFEMJSpOZvflLzN4okfyGEsBjJ/uYn7/yNIclfCCEsRXK/2alUKlQm1N5NObYmk3f+QgghhJ2Rmr8QQliKzPBnfvLO3yiS/IUQwkJkVb/qIO/8jSHN/kIIIYSdkZq/EEJYinT4qwYmNvvbac1fkr8QQliKvPM3P3nnbxRp9hdCCCHsjNT8hRDCUqTZvxpIhz9jSPIXQghRc0mzv1Gk2V8IIYSwM1LzF0IIS5EOf+Ynrf5GkeQvhBCWJLnbzCT7G0OSvxBCWIhKKdlMPYe4ibzzN4q88xdCCCHsjNT8hRDCYmSsn9lJzd8okvyFEMJSJPdXA3nnbwxp9hdCCCHsjNT8hRDCUqTmb34qTGz2N1skNYokfyGEsBQZ529+8s7fKNLsL4QQtdTcuXPp3r07bm5uNGrUiIiICE6dOlXhcStXrqR169Y4OzvToUMHNm/eXObniqIwc+ZMfH19cXFxISwsjPj4+Oq6DJuyZ88eRo0ahZ+fHyqVinXr1lV4TFRUFF26dEGr1RIUFMTSpUurPc6KSPIXQghLUcy0VdLu3buZPHky+/btIzIykqKiIoYOHUpOTs4dj/ntt9946KGHeOKJJzhy5AgRERFERERw7NgxQ5n333+fTz/9lIULF7J//35cXV0ZNmwY+fn5VbgZ5qIyw1Z5OTk5dOzYkS+++KJS5RMTExk5ciQDBw4kNjaWqVOn8uSTT7Jt27Yqfa+5qRRF2pCEEKI6ZWVl4eHhQZuQyWg0WpPOpdMVcOKPL0hOTsbd3d2wX6vVotWWf+4rV67QqFEjdu/eTb9+/W5b5sEHHyQnJ4eNGzca9vXq1YtOnTqxcOFCFEXBz8+PV155hVdffRWAzMxMvL29Wbp0KePGjTPp+iqr9J5mpiSVuQ9Gnce3iVH3U6VSsXbtWiIiIu5Y5p///CebNm0q8/A0btw4MjIy2Lp1q9Fxm0re+QshhIX8vOl1kxIVlCSrgIAvCAgIKLP/zTffZNasWeUem5mZCYCXl9cdy0RHR/Pyyy+X2Tds2DBD83ZiYiKpqamEhYUZfu7h4UHPnj2Jjo62WPIvlVWsgmLj39tn/XmsMfezMqKjo8vcKyi5n1OnTjX53KaQ5C+EENXMyckJHx+fWxKMsXx8fPj9999xdnY27KuolqrX65k6dSp9+vShffv2dyyXmpqKt7d3mX3e3t6kpqYafl66705lLMGc99SY+1lZd7qfWVlZ5OXl4eLiYpbvqSpJ/kIIUc2cnZ1JTEyksLDQLOdzcnIqk6gqY/LkyRw7doy9e/eaJQZrM+c9NeZ+1nSS/IUQwgKcnZ2tlmCmTJnCxo0b2bNnD40bNy63rI+PD2lpaWX2paWl4ePjY/h56T5fX98yZTp16mTewCtgzXtaWXe6n+7u7lar9YP09hdCiFpLURSmTJnC2rVr2blzJ4GBgRUeExoayo4dO8rsi4yMJDQ0FIDAwEB8fHzKlMnKymL//v2GMuIvFd1Pa5HkL4QQtdTkyZNZtmwZy5cvx83NjdTUVFJTU8nLyzOUGT9+PNOnTzd8fvHFF9m6dSsfffQRJ0+eZNasWRw6dIgpU6YAJT3cp06dyuzZs/nf//7H0aNHGT9+PH5+fuX2eq8tsrOziY2NJTY2FijpABkbG0tSUhIA06dPZ/z48YbyzzzzDGfPnmXatGmcPHmS+fPn89///peXXnrJGuH/RRFCCFErcYeZApYsWWIo079/f2XChAlljvvvf/+rtGzZUnFyclLatWunbNq0qczP9Xq9MmPGDMXb21vRarXK4MGDlVOnTlngiqxv165dt72npfdwwoQJSv/+/W85plOnToqTk5PSvHnzMvffWmScvxBCCGFnpNlfCCGEsDOS/IUQQgg7I8lfCCGEsDOS/IUQQgg7I8lfCCGEsDOS/IUQQgg7I8lfCCGEsDOS/IUQQgg7I8lfCCGEsDOS/IUQQgg7I8lfCCGEsDP/D9qmJb3DYNS0AAAAAElFTkSuQmCC", "text/plain": [ "
" ] @@ -292,14 +281,17 @@ } ], "source": [ - "ax, collections = xgi.draw_dihypergraph(\n", - " DH, node_fc=DH.nodes.degree, edge_marker_fc=DH.edges.size, node_size=DH.nodes.degree\n", + "ax, collections = xgi.draw_bipartite(\n", + " DH,\n", + " node_fc=DH.nodes.degree,\n", + " edge_marker_fc=DH.edges.size,\n", + " node_size=DH.nodes.degree,\n", ")\n", "\n", - "node_coll, edge_coll = collections\n", + "node_coll, edge_marker_coll = collections\n", "\n", "plt.colorbar(node_coll, label=\"nodes\")\n", - "plt.colorbar(edge_coll, label=\"edges\")" + "plt.colorbar(edge_marker_coll, label=\"edges\")" ] }, { @@ -319,7 +311,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 8, @@ -328,7 +320,7 @@ }, { "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] @@ -338,7 +330,7 @@ } ], "source": [ - "ax, collections = xgi.draw_dihypergraph(\n", + "ax, collections = xgi.draw_bipartite(\n", " DH,\n", " node_fc=DH.nodes.degree,\n", " edge_marker_fc=DH.edges.size,\n", @@ -346,10 +338,10 @@ " edge_marker_fc_cmap=\"tab10\",\n", ")\n", "\n", - "node_coll, edge_coll = collections\n", + "node_coll, edge_marker_coll = collections\n", "\n", "plt.colorbar(node_coll, label=\"nodes\")\n", - "plt.colorbar(edge_coll, label=\"edges\")" + "plt.colorbar(edge_marker_coll, label=\"edges\")" ] }, { @@ -377,9 +369,9 @@ { "data": { "text/plain": [ - "(,\n", - " (,\n", - " ))" + "(,\n", + " (,\n", + " ))" ] }, "execution_count": 9, @@ -388,7 +380,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -398,7 +390,7 @@ } ], "source": [ - "xgi.draw_dihypergraph(DH, arrowstyle=\"-|>\")" + "xgi.draw_bipartite(DH, arrowstyle=\"-|>\")" ] }, { @@ -417,7 +409,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "
" ] @@ -433,7 +425,7 @@ "\n", "for i, style in enumerate(styles):\n", " ax = axs[i]\n", - " xgi.draw_dihypergraph(DH, arrowstyle=style, ax=ax)\n", + " xgi.draw_bipartite(DH, arrowstyle=style, ax=ax)\n", " ax.set_title(f\"{style}\")" ] }, @@ -453,7 +445,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", "text/plain": [ "
" ] @@ -469,18 +461,10 @@ "\n", "for i, style in enumerate(styles):\n", " ax = axs[i]\n", - " xgi.draw_dihypergraph(DH, connectionstyle=style, ax=ax)\n", + " xgi.draw_bipartite(DH, connectionstyle=style, ax=ax)\n", " ax.set_title(f\"{style}\")" ] }, - { - "cell_type": "code", - "execution_count": null, - "id": "51e00b61", - "metadata": {}, - "outputs": [], - "source": [] - }, { "cell_type": "markdown", "id": "af6eecb5", @@ -494,63 +478,30 @@ "id": "fb4942d5", "metadata": {}, "source": [ - "The initial layout is computed based on the original nodes only. After that, the layout can be recomputed based on those original positions, with the edge-nodes starting at the barycenter, to avoid overlap:" + "The initial layout is computed based on the bipartite network representation of the hypergraph:" ] }, { "cell_type": "code", "execution_count": 12, - "id": "0b1dd42f", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(,\n", - " (,\n", - " ))" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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E6uZKDpRvQzdVBTaP183B8nzyT36Ey91MVGgsc3KeYUTypK4iEOxUhyWg/Mu/beCtVfnYbDZCQmyEhDiw2624XB14vT7+9n89R4T/zRCRuyzGGc/kjIfYcfJjTtUeJyasD8P6jzE7lnSD6uZK9pZtorm989bgwf1GMDJ5Mnar1gD9LpUBCSinT1+gvd0DeGhtvfr57TuPsWB+cF0LlGtLik5j9MDpHDqzna8r9xAVGsvAuCyzY8ld4vV5+PbcPo5XHcbAINwRyYS0ObqL5DpUBiSgLHp2Mhs3F1zzuUGDEviLP3+co0e/ATr3EbiRH3pe/N/gfiNobKujqLqAL09vZE5oFH1u4nZT6d3qWqvZe3oj9W01AKT3GcrolOmE2LUd9fWoDEjA+LrgNG+/s/2azyUkxPDmf/wxISF2oqKiADhb9sVNfd3Lx0tgGpUyjab2es41lrGj5FPm5SwiPCTS7FhyG3yGj+NVX/HtuX34DB+hdifjUmczMDbT7Gi9nrYjFr9mGAa7dh/njbfyOXzk6o1DoHOGwNtv/An33fv96cFbnU0gga3D287mwvdpaKshzpnAnMFPY7fpmrI/aWyrY2/ZJmpazgOdMwXGpc4izKFFQjdDZUD8ktvtZcPGI6xclc/Jk50//Ha7jUcWjGbpj6bzX//725w6fQGAv/7pszz5+Hgz44ofaG5vYGPhWto9LlJiMpmasSBg9p0PZIZhUFT9DV9X7MZreHBYQxg9cAbpfYbo/79boDIgfqW1tZ0P1u1n1bs7OH++HugcHPTMkxP50XPTSEzoHBy0cXMBf/4Xq3hu8VR+/N8fNy+w+JXq5kq2Fn+Iz/AyLHEMI5Mnmx1JbqClo4n9ZZs533QGgMSogUxIe4CIkGiTk/kflQHxC7V1zazO203ee3toaOi8TSA+PoofLZ7Ks89MIvoag4Mam1zXfFzkRk7VnmDv6Y0ATEibQ0b8MJMTye8zDIPTtSc4dHY7bm8HNoudkclTGNxvuM4G3CaVAenVzlbU8PZvdvDRJwdoa3MDkDqwLy88P4PHHhmjeQHSLb6p3MvR8wewWqzMynqShKhksyPJJW3uVg6Ub+NsQwlwaSpl2lyiw+JMTubfVAakVyosqmTl29vYuKkAr9cHwLChKbz04iwemHWf5gVItzIMgz2nvqC8vpgQWxjzchYSFRZrdqygd6a+hAPlW2n3uLBarNw3YDxDE8dgtej3wZ1SGZBewzAMDh4qYeVb29izt7Dr8UkTBvPSi7MYNzZLpwClx3h8HrYW/Zaa1iqiQ+OYm/MsIfYws2MFpQ5vO1+d2cGp2uMAxITFM2nQPOLC+5mcLHCoDIjpvF4f27YfZeVb2zh6rHMhkNVqYd6cESx7YSZDh6SYnFCClcvdwsYTebS6m+kfNZAZWY8F1Vjb3uB80xn2nd5E66XhQkMTR3HfgAkaLnWXqQyIaTo6PHyy/hBv/2Y7p8uqAQgNtfP4o+N44fkZDEyJNzegCJ272W0ueh+Pz01W33sZO3CWzlD1AI/PzdcVeyiq7txRNDI0holpc+kXmWRyssCkMiA9rqnJxXsf7OWd1Tu5eLFz45/oaCeLnp3MkkVTiO+jHf+kdzlbX8rO0k+Bzh0LhyTcb3KiwHax5Tx7T2+kqb0egOy+9zEyeQoOW4i5wQKYyoD0mOrqRn6zeifvf7CX5uY2APr3j2Xpc9N56onxhIdr33DpvY5XHeZIxS4sWJiW+QjJMelmRwo4Xp+Xo+f38935QxgYOB0RjE+bQ1J0mtnRAp7KgHS702XVvLUqn0/WH8Lt9gKQldmfZS/M5MF59+Nw6Bqs9H6GYXCgfBslNUexWx3MzXmWWGdfs2MFjHrXRfae3kSdq/OS4aC4HMYMnKFFmz1EZUC6zbdHy1n51ja25h/l8l+zUSPTeenFWUydMgSrVbcDiX/xGV7yT35EVdNZwkOimJezEKcjwuxYfs1n+DhRdZhvzu3DZ3gJtYUxNnUWqXGaCdKTVAbkrjIMgz1fFrLy7W0cPFTS9fiM6few/MWZjByhU6vi3zo8bWwsXEtTez3xEf2Znf0Udq1svy1N7fXsO72J6pZzACTHpDMudbYKlglUBuSu8Hi8bNj0NW++nU9RcecPtt1uY8GDo1j2wgwyM/qbnFDk7mlsq2NT4Vo6vO2kxQ1m0qD5usPgFhiGwcmL33KkYjcenxu7NYTRKdPIiB+m/44mURmQO+JydfDhx/tZ9ZsdVJ6rAyA8PJSnn5zA889No39irLkBRbpJVdNZthWvw8DHfQPGc9+ACWZH8gutHc3sL9/CucYyABIiU5iQNofIUA0XMpPKgNyW+voW1qzdzeq1u6mv7xwc1CcukucWT2Xhs5OIidYMcQl8JRePsr98KwCTBs1nUJ8ckxP1XoZhUFZXyMEz23F727FZbIxInkxOv5E6G9AL6EKX3JLKylpWvbuTD9ftx9XWAUBKSjwvPj+Dxx4ZS1iYBgdJ8Mjsey+NbfUcv/AV+8o2ExkaTd+IAWbH6nXaPC4Olm/jTP1JAPqEJzAxbR4xzj4mJ5PLdGZAbkpR8TnefDufLzYe6RocNHRICi+9OJM5s4drcJAELZ/hY3fpZ5xtKCXM7mReziIidMq7S0VDKfvLttLmacWClXsHjOOe/mO0rXMvozIg12UYBl8dLmXl2/ns2n286/EJ47N56cVZTBiXrdN7IoDb28GWot9S56omJiyeuTnP4LAF9yZabm87h8/uoqTmGAAxYX2YOGgufcITTU4m16IyIFfx+Xzk7zjGyrfy+ebbzkU+VquFObOHs+yFmdwzbKDJCUV6n9aOJjYWrsXlbiEpehDTMh8J2tG6VU1n2Ve2iZaOzu3GhySMYkTSRA0X6sVUBqRLR4eH9Z9/xZur8jl9unMXsJAQO48/OpYXfjSD1FTttiZyIzUtVWwp+i1ew0NOwkhGp0w3O1KP8vg8FFTuofDC1wBEhEQzMW0uCVHJ5gaTH6QyIDQ3t/H+pcFBF6obAYiKcrLomUksWTyVvvEaHCRys8rritl96nMAxg6cSXa/4SYn6hk1LVXsPb2RxvbOW4wz4+9lVMpUDRfyEyoDQezixUbeWbOL997/kqZLg4MSEmJY+tw0nn5yAhER2hNc5HYcO3+Agsq9WLAwM+tx+kenmh2p2/gML0fPHeTY+QNdw4XGpc7WICc/ozIQhMrKq3lr1XY+WX+Ijg4PABnpiSx7YQYLHhyFw6HreiJ3wjAM9pZt4nTtCRy2EObmLCQmLPBuo2tw1bC3bBO1rRcASI0bzNiBMwi1O01OJrdKZSCIHPvuDG+8tY0tW7/tGhw0csQgXnpxJtOnDtPgIJG7yOvzsK34Q6pbzhEZGsPcnIWEBciLpM/wUXjhawoqv8RneAmxhTJm4ExtuuTHVAYCnGEY7N1XxMq3trH/4Mmux6dPHcZLL85k1P0ZJqYTCWxt7lY2Fq6lpaORfpFJzMp6wu9X1De3N7CvbDMXmisAGBCdxvjUBwgPiTQ5mdwJlYEA5fF42bz1G958O5/jJzp/aO12Kw/NH8WLS2eQnaVd0kR6QoOrhk2F7+H2dZDeZygT0ub45f4chmFQUnOMw2d3Xhou5GBUyjQy4+/xyz+PXEllIMC0tbn56JMDvPWb7VRU1ALgdIbw1BMTWPrcNAYMiDM3oEgQqmwsY8fJjzEwGJk0mWH9x5gd6Za43C3sL9tCZeNpAPpFJjExbS6RoTHmBpO7RmXAD/h8PlwuF06n87rX9RsaWlnz3h7W5O2mtq4Z6BwctGTxFBY9M5mYGA0OEjFTUXUBh85sB2Bq+gIGxmWZmudmldUVcbA8nw5vG1aLjRFJk8hJGBm0GyoFKpWBXqygoIBf//rXrF27tqsMLFy4kFdeeYURI0YAcP58HW+/s5MP1u3D5eocHJSc3KdrcJDTqXt8RXqLQ2e2U1RdgM1iZ07O0716a952TxuHzuRTVlcEQJwzgYmD5hLrjDc5mXQHlYFeas2aNSxdupTk5GSWL19OZmYmJSUlvPHGG1RUVPD3//DPXKyN5fMNh/F4OgcHDclJ4qUXZzFn9nDsdg0BEeltfIaPHSWfcK6xDKcjgnk5i3rlwrvKhtPsL9+Cy92CBQv39B/LvQPGabhQAFMZ6IUKCgoYM2YMS5YsYcWKFTgc348Fdrvd5Obm8s4775KevQRneD/Gj83ipRdnMXHCYC3kEenlOrztbC58n4a2GuKc/Zgz+Bnstt4x+tvt7eBIxS5OXjwKQHRoHBMHzSU+or/JyaS7qQz0QsuWLSM/P5/i4uIrisBlbreb9PQMYuPSyct7h3vvCdzdzUQCUXN7AxsL19LucZESk8nUjAWmF/kLzRXsPb2Jlo7OLclzEkYyImkydj+/FVJujlaA9DI+n4+1a9eyfPnyaxYBAIfDwX/+z39AackhTRAU8UORoTFMy3gYq8XG2YYSCir3mJbF6/Nw5OwuthT9lpaORsJDopid/SSjU6arCAQRlYFexuVy4XK5yMzMvOFxGRkZXceKiP/pF5nE+LQHAPiu6itKao71eIba1gtsOJHH8QuHAciIH8aCoc+RGKU3GcFGta+XcTqdOJ1OSkpKbnhcaWlp17Ei4p/S+wyhqa2Oo+cPcLB8G5EhMSRGpXT79/UZPo6dP8jRcwcw8BFmD2dc6mxSYrUjabDSmoFe6GbWDGRlZTF79mxWrlxpQkIRuVsMw2DPqS8ory8mxBbGvJyFRIXFdtv3a2irZe/pTdS2VgEwMDaLsamzAmZugtweXSbohV555RUqKirIzc3F7XZf8Zzb7Wb58uVUVlby8ssvm5RQRO4Wi8XChEFziQ9PpMPbxo6ST+jwtN3172MYBicuHGHD8dXUtlbhsIUyadA8pqQ/pCIgOjPQW13eZyApKYnc3FwyMjIoLS3l3//jPzh/7hyrVq1i8eLFZscUkbvE5W5h44k8Wt3NJEYNZGbWY3ftvv6W9kb2lW2mqvksAP2jUpmQNqdX7nEg5lAZ6MUKCgp4/fXXycvLw+VyYQsJoe+I+1n/b//KmNGjzY4nIndZXWs1m4vex+Nzk9X3XsYOnHVHtxwahkFp7Xd8dWYnHl8HNqudUclTyep7n+m3MkrvojLgB3w+Hy2trTzzxjvUtLTyvxc9yYSMQWbHEpFucLa+lJ2lnwIwKmUaQxLuv62v43K3cKB8KxUNpwDoGzGAiWlzu3U9gvgvrRnwA1arlajISKZmd95uuPtkqcmJRKS7pMRmcH/yVAAOn91JRcOt/7yX1xXz+fF3qWg4hdViY2TSZB4Y/LSKgFyXyoAfmZLVedvPruJSdEJHJHANSbifzPh7AdhzagN1rdU39Xkdnja+PLWB3ac+p93jItbZl/lDFjGs/xhNGZQb0j4DfmR8eiqhdhuVDY2UXqwhs19fsyOJSDewWCyMTZ1Bc0c9BceO8GbRvzIt8+EbvqC7LI1csJfgcjdjwcKwxDHcO2A8NquGC8kPUxnwI2EOB2PSUtlTcopdxaUqAyIBzGqx0d+TwwNPPH3pkb/+wc/5p3V/RXZ2NhMHzaVvxIDuDSgBRWXAz0zNzugsAydLeXHSOLPjiEg3and1APDHP/8RSemJ1z2u8lQV/+cn75AQksqDQ5dgt/aOKYjiP1QG/MzkrAxgK9+eraS+1UVsuDYLEQl0SemJpA/94XkBw/qPURGQ26IVJX6mf3QUgxP7YQB7Sk6ZHUdERAKAyoAfunxXwe5i3WIoIiJ3TmXAD03L7iwDe0tP4/Z6TU4jIiL+TmXADw0d0J8+EeG0dHRwpLzC7DgiIuLnVAb8kNViYUpWOgC7TpaYnEZERPydyoCf0m6EIoHtdn6uPT6Pfh/IbdGthX5qfHoaDpuNivoGTtfUkt433uxIInKbDMOgqb2eiy3nuNh8jrMNpbR5WrFVxwKd+wjcyOXnNxe+R6ltPwmRyfSNGEB8RCJ9whNxOiK6+48gfk5lwE+Fh4QwOi2FfaVl7D5ZqjIg4ocaXDUcqdjNxZZzdHjbr3reFtr5v//nJ+/c1NdzRoThM3ycbzrD+aYzXY9HhERxf/JUUuOy70puCTwqA35salYm+0rL2FVcyvMTxpodR0Ru0em6IiobT1/zOZvFzmNTF1NUNImmpqYf/FqRkZEUuvfS1F5/1XMtHU1UNJxSGZDrUhnwY1OzM/iHTdsoOFtJg8tFjFO7EYr4k8H9hlNacwyXu+Wq53ISRuKwhZCdffMv4CG1Bl+e3nDV46F2J8OTJt5RVglsWkDoxwbERJPVry8+w+DLktNmxxGRWxRmD2dgbNZVj1stVgb3G3HLXy81LpvIkJirHo8MicGhbYrlBlQG/NyUSxsQ7T6p3QhF/InH52Fv2SaKqguuem5QnyGEh0Te8te0WqwMTRx1xWMWLNS0nmdDYR71rou3nVcCm8qAn5t66RbDL0tO49FuhCJ+obWjiS1F73O69gQWLIxOmc7gfiO7nh+SMOr6n/wD0uOHEWrvvGSYFpfD3JyFRIRE0dzewMbCtZyuLbzT+BKAtGbAz92T1J9Yp5N6l4uCs5WMTvvhyWYiYp7q5kp2lX5Gm6eVEFsYUzIeon/UQHyGD5vFitMRQazz9u8OslvtTEl/iKqmM11TDOcPWcyeU19wvukMX57eQG3rBUYmT8Zq0ftB6WQxtEOF3/vZpxv47NvvWDJuNH/2wHSz44jIdZy8eJRDZ/LxGT5inX2ZlvEwkaFXX+PvDj7DxzeVX/Jd1VcAJEamMDn9QcIc4T3y/aV3Uy0MAJcvFWjdgEjv5PV5OVi+jQPlW/EZPgbGZjFn8DM9VgSgcz3ByOQpTEl/CLvVQVXzWTacWENNy403NJLgoDIQAMZnpGG3WimvraOsps7sOCLyO9rcreSfXEfxxW8BGD5gIlPSH8JhCzElT2pcNvNyFhIVGkuru5nNRe9TcvGYKVmk91AZCACRoaGMSk0BdHZApDepbb3AhhNruNBcgd0awrSMR7h3wDgsFoupuWKc8cwbsojkmHR8hpf95Vs4UL4Nr0+LkIOVykCAmJp9eXCRphiK9AanawvZXPg+re5mokJjmZezkJTYDLNjdQmxhTIt4xHuGzABgJMXv2Vr8Qe0djSbnEzMoDIQIC5PMfz6TAVNbW0mpxEJXj7Dx5GK3Xx5egNew8OA6DTm5SwixtnH7GhXsVgs3DdgPNMzH8VhC+Fiy7muMxkSXFQGAkRKXCzpfePxGgZ7tRuhiCk6PG3sKPmE45dW7A9LHM30zEcJsYeanOzGkmPSmZ+zmJiweNo8rWwt+pDCCwUahxxEVAYCyNSsdAB2ad2ASI9rcNWysXAt5xrLsFnsTBo0n5HJU/zmXv6osFjm5jxLamw2Bj6+OrudfWWb8fg8ZkeTHuAff0vlpkzNzgTgy5JTeHw+k9OIBI+z9aVsLFxLU3s94SFRzMl5hkF9csyOdcscthAmpz/I/clTsWDhVO1xNhe+R3N7o9nRpJupDASQe5MHEOMMo7GtnW/PVpodRyTgGYbB0XMH2Fn6KR5fBwmRyczPWUSf8ASzo902i8XC0MRRzMx+glC7kzpXNRtPrOF8Y7nZ0aQbqQwEELvVyqRMXSoQ6Qlubwe7T33ON+f2ApDddzizsp8ImB39+kcNZP6QzmLT7m0j/+RHfHf+kNYRBCiVgQBz+a6C3cUqAyLdpbm9gc1F73Om/iRWi5VxqbMZmzoTq8VmdrS7KiIkmjmDnyEjfhgGBl9X7mHPqS9wezvMjiZ3mcpAgJmUMQib1cqpmlrO1tWbHUck4JxvOsPGE53jgMPs4czOfoqsvveaHavb2Kx2xqc+wNiBM7FarJTXF7OpcC2NbdrtNJCoDASYyLBQ7h+YDMAunR0QuWsMw6DwwtfkF6+j3dtGn/AE5g9ZRL/IJLOjdTuLxUJ2v+HMzn4KpyOChrZaNp7I42y9fscECpWBANS1G6HWDYjcFV6fh/1lm/nq7A4MDAb1GcIDg58hPCTK7Gg9ql9kEvOHLKZfxADcvg52ln7KN5V7tY4gAKgMBKDLUwwPl5+lub3d5DQi/q21o5ktRR9QWnscCxbuT57KxLS52K12s6OZwumIYFb2UwzuNwKAo+cPsKPkEzo8+l3jz1QGAtDAPnGk9YnD6/Oxr7TM7Dgifutiyzk2FuZR03qeEFsoM7IeY2jiKNMHDZnNZrUxZuAMJqTNwWaxUdl4mg2Fa6h3XTQ7mtwmlYEApcFFInempOYYW4o+wOVuISasc8rfgOg0s2P1Khnxw5iT8yzhIVE0tzewsXAtZXVFZseS26AyEKAu32K4p+QUXu1GKHLTfIaXQ2d2sL9sCz7DS0pMJnNzniUqNNbsaL1S50LKxSRGDcTr87Dn1BccObsLn6HfO/5EZSBAjRiYTFRYKA2uNo5WnDM7johfaPO4yC/+iKLqrwG4b8B4pmYswGELMTdYLxdmdzIz63GGJo4G4PiFw+SfXEebu9XkZHKzVAYClN1qZVLGIEB3FYjcjLrWajaeyKOq+Sx2q4OpGQ9z34AJQb8+4GZZLVbuT57ClPSHsFsdVDWdZUNhHrWtVWZHk5ugMhDALg8u0n4DIjdWXlfMpqL3aOloJDI0hrk5CxkYm2l2LL+UGpfN3JxniQyNobWjiU2F71Na853ZseQHqAwEsIkZg7BZLJRerKGivsHsOCK9jmEYFFR+ye5Tn+P1eegflcq8nEXEOuPNjubXYp19mZ+zmKTodHyGl31lmzlYno/X5zU7mlyHykAAi3aGMeLSboSaVSBypQ5vOztKPuXY+YMADEkYxYysxwi1h5mcLDCE2EOZnvkI9w0YD0DxxW/YWvwBrR3NJieTa1EZCHBdg4u0bkCkS2NbHZtOrKWy8RRWi42JafMYlTIVq0W/Eu8mi8XCfQMmMD3zERy2EC62nGPDiTVUN2vEem+jv/kB7vJ+A1+Vn6WlXZPGRCobTrOxMI/G9jqcjkjmDH6G9PghZscKaMkxGczLWURMWDxtnla2FH1AUXWBtjHuRVQGAlxanzgGxsXi9nrZf0q7EUrwMgyD784fYnvJx7i9HfSNGMD8IYuIj0g0O1pQiA6LY27Os6TGZmPg49CZ7ewv24zH5zE7mqAyEPAsFosGF0nQ8/jcfHl6A19X7gEgM/5eZmc/idMRYXKy4OKwhTA5/UHuT56CBQultcfZUvQ+Le2NZkcLeioDQaBrN8KTpfh0Wk6CTEtHI5sL36esrggLVsYOnMm41FnYgnTQkNksFgtDE0czM+txQm1h1LZeYMOJNZxvLDc7WlBTGQgC9w9MJiI0hLpWF8cqtRuhBI8LTRVsOJFHnauaULuT2dlPkt1vuDYS6gX6R6cyf8hi4pwJtHvbyD/5Ed9VfaV1BCZRGQgCdpuNiZd2I9xdfMrcMCI9wDAMiqu/YWvxh7R7XMQ5+zF/yCISopLNjia/IyI0mjk5z5DeZygGBl9X7GbPqS9we7XYuaepDASJ79cNaIqhBDavz8uB8m0cPJOPgY+0uMHMyXmGiJBos6PJNditdiakzWHMwBlYsFJeX8ymwvdobKszO1pQURkIEpMy0rFaLBRfuMj5Bi3WkcDkcrewtfgDSmqOAjAyaTKTBs3HbnWYnExuxGKxMLjfCB4Y/BRh9nAa2mrYWJhHRYMWPfcUlYEgERvuZHhyEqC7CiQw1bRUseFEHhdbzuGwhTAj8zGG9R+j9QF+pF9kEvOHLKZvxADc3g52lHzKt+f2aR1BD1AZCCJTstMB7UYogedUzXE2F72Py91MdGgc83IWkRQzyOxYchvCQyKZnf0U2X2HA/Dtuf3sKPmUDk+7yckCm8pAEJma1TmF7dDpM7g63CanEblzPsPH4bO72Fu2CZ/hJTkmnXlDFhIdFmd2NLkDNquNsakzmZA2B6vFRmXjKTYW5lHvqjE7WsBSGQgi6X37kBQbQ4fXy4HT2o1Q/Fu7p43tJz/mxIXDANzTfxzTMh7BYQs1OZncLRnxw5gz+BnCHZE0tdezqXAt5XXFZscKSCoDQcRisTD10gZEuzTFUPxYvatzgdn5pnJsVjtT0h9iRNJErQ8IQPERicwfspjEqBQ8Pje7T33OkYrd+Ayf2dECispAkLl8i+Huk6e0G6H4pTP1JWwqXEtzewMRIdHMHfwsqXHZZseSbhTmCGdm1hMMTRgFwPGqr9h+8iPaPC6TkwUOlYEgMyo1hfAQBzUtLRw/V2V2HJGbZhgG357bx67S9Xh8bhIjU5g3ZBFx4f3MjiY9wGqxcn/KVCYPehCb1c75pjNsPLGG2tYLZkcLCCoDQcZhszEhfRAAu4q1AZH4B7e3g12ln/Htuf0ADO43kpnZjxNmd5qcTHpaWp/BzMtZSGRoDC0dTWwufI/SmuNmx/J7KgNB6HcvFYj0dp0Lx97jbEMJVouN8WkPMGbgdKwWm9nRxCSxzr7Mz1lMUvQgvIaXfWWbOHgmH6/Pa3Y0v6UyEIQmZaZjAQqrLlDV2GR2HJHrOtdYxsYTeTS01eB0RPDA4KfIjL/H7FjSC4TYQ5me+Sj39h8PQHH1N2wr/hCXu8XkZP5JZSAI9YkI597kAQDs0dkB6YUMw+BE1WG2n/yYDm878eH9mZeziL4RA8yOJr2IxWJheNKEzltKrSFUt1Sy4cQaqpsrzY7md1QGgtTU7M4NiDS4SHobj8/D3rJNHK7YhYFBRp+hPDD4KcJDIs2OJr1USmwG84YsIiasT9d8iuLqb7SN8S1QGQhSU7M6tyY+eLqcNrd2I5TeobWjiS1F73O69gQWLIxOmc74tDnYrHazo0kvFx0Wx9ychQyMzcJn+Dh4Jp/95Vvw+jxmR/MLKgNBKrNfXwbERNPu8XLgdLnZcUSobq5kw4k8alsvEGILY2b2E+QkjNRGQnLTHLYQpqQ/xMikyViwUFrzHZuL3qelQ5Naf4jKQJCyWCxMuXR2YLd2IxSTnbx4lK3FH9Dmae1cKT5kEf2jBpodS/yQxWJhWP8xzMh6jBBbGLWtF9hwIo/zTWfMjtarqQwEscvrBnafLNW1NTGFz/BysDyfA+Vb8Rk+BsZmMWfwM0SGxpgdTfzcgOg05g9ZTJyzH+0eF/nF6zhedVi/665DZSCIjUpNwelwUN3cQmGVdvGSntXmbmVb8TqKL34DwPABE5mS/hAOW4jJySRQRIZGMyfnWQb1GYKBwZGKXXx5egMer9ZJ/T6VgSAWarczPj0N0OAi6Vm1rRfYUJjHheYK7NYQpmU8wr0Dxml9gNx1dqudiWlzGZ0yAwtWyuqK2Fi4lqa2erOj9SoqA0Hu8m6Eu06qDEjPOF1byObC92ntaCIqNJZ5OQtJic0wO5YEMIvFQk7CCGYPfpIwezgNbTVsKMyjokH7rFymMhDkJmd2LiI8fq6K6qZmk9NIIPMZPr6u2MOXpzfgNTwMiE5jXs4iYpx9zI4mQSIhMpn5QxYTH9Eft7edHSWf8O25/VpHgMpA0IuPjOCepP4A7ClRS5bu0eHp/MX7XdUhAIYmjmZ65qOE2ENNTibBJjwkkgeynyKr730AfHtuHztL19PhbTc5mblUBoSpWZcuFWjdgHSDhrZaNhbmca6xDJvFxqRB87k/eQpWi379iDlsVjvjUmcxPvUBrBYbFQ2lnTMwXDVmRzONfhqFKZfWDRw4XabdCOWuqmgoZdOJtTS11xPuiLy0sjvH7FgiAGT2vYc5g58m3BFJU3s9GwvXUl5XbHYsU6gMCIMT+pEQFUmb28NXZdqYQ+6cYRgcO3+AHSWf4vZ10C8yiflDFtMnPMHsaCJXiI/oz/whi0mITMHjc7P71Od8XbEbn+EzO1qPUhkQLBbL95cKNMVQ7pDH62bPqS8oqNwLQHbf+5iV9SRhjnCTk4lcW5gjnFnZTzAkYRQA31V9xfaTH9PucV1xnM/no6WlBZ8v8IqCyoAA399iqN0I5U40tzeyqeg9yuuLsVqsjEudzdjUWdisNrOjidyQ1WJlVMpUJg2aj81q53xTORtO5FHXWk1BQQHLli0jMjKy659ly5ZRUFBgduy7xmLoN78AbW43D/zq32j3eHh3+fMMTuxndiTxM1VNZ9ld+hnt3jbC7OFMzVhAv8gks2OJ3LK61mp2lX5Gc0cDX28t4ld/+e8kJyezfPlyMjMzKSkp4Y033qCiooJVq1axePFisyPfMZUB6fLf3v+YncUl/OG0SSyfMsHsOOInDMOgqLqAw2d3YmDQJzyBqRkPExESZXY0kdvW4Wnj/a3v8OLDf8SSJUtYsWIFDoej63m3201ubi6rV6/m0KFDjBgxwsS0d06XCaTL5SmG2o1QbpbX52F/+Ra+OrsDA4NBfYbwwOBnVATE74XYw9iSt4fk5OSrigCAw+FgxYoVJCUl8frrr5uU8u5RGZAuUy4tIjxWeZ6a5haT00hv53K3sKX4A0prvsOChfuTpzIxbS52q93saCJ3zOfzsXbtWpYvX35VEbjM4XCQm5tLXl6e36+1UhmQLv2iIhnaPxHQboRyYxdbzrPhxBpqWs7jsIUyI+sxhiaO0qAhCRgulwuXy0VmZuYNj8vIyOg61p+pDMgVugYXaTdCuY7Smu/YUvRbXO4WYsL6MD9nEQOi08yOJXJXOZ1OnE4nJSUlNzyutLS061h/pjIgV7h8qWD/qTLaPR6T00hv4jN8fHVmB/vKNuMzvKTEZDI3ZyFRYbFmRxO566xWKwsXLuSNN97AfZ2dWd1uNytWrGDRokV+f1ZMZUCuMKR/Av0iI3C53bz55X7+Zv1GXlm7TmsIgly7x0X+yXUUVn8NwL39xzM1YwEOW4i5wUS60SuvvEJFRQW5ublXFQK3283y5cuprKzk5ZdfNinh3aOVPtKlprmFrSeKuxruG7v3dz13/HxV11kDCS71rovsKPmUlo5G7FYHEwfNZWBsltmxRLrdiBEjWLVqFUuXLmX79u3k5uaSkZFBaWkpK1asoLKyklWrVvn9bYWgfQbkEp9h8NA////UtLRe8/kP/nAZqX3iejiVmK28rph9ZZvx+NxEhsQwLfNhYp19zY4l0qMKCgp4/fXXycvLw+Vy4XQ6WbRoES+//HJAFAFQGZBLDMPgj1f/lkPXGFQUarez48//BJtVV5WChWEYfHtuH0fPHwCgf9RAJqc/RKg9zORkIubx+Xy4XC7Cw8P9fo3A79NvdwE6hxX9/VOPXHMb4oy+8SoCAepag1fc3nZ2lq7vKgI5CfczI+txFQEJelarlYiIiIArAqAyIL8jKiyM/73oqasuB2Qm6LRwoLne4JU9B3axsfA9KhpKsVpsTEiby+iUaVgt+lUhEsj0Ey5X6BMRzr8ueZp+kZFdjyXFRJuYSO62NWvWMGbMGPLz83n11Vd59913efXVV8nPz2f65Jls+GgzTkckcwY/TUb8ULPjikgP0JoBuaaymjoW/sfbeH0+fvbIPBbcd4/ZkeQGXB1u/jTvA6LCQlk0dhTjBqVe81RmQUEBY8aMue7gleW5y1mzejW79+5m/BgNqxIJFioDcl0nzlVxsOwMz08YY3YU+QEnzlfx/Mp3uz7OTujHc+NHM3dYDg6brevxZcuWkZ+fT3Fx8TX3W3e73WRlZTF79mxWrlzZI9lFxHwqAyJ+zDAM2j0eCquqyV2Vd9XzUWGhTM5M5y/mzybc4SAyMpJXX32Vn/zkJ9f9mj//+c957bXXaGlpCciFUiJyNW06JNdUXFxMU1PTDx4XFRVFdnZ2DyTyX16fjza3B5fbTZvbjcvtxtXhvsbHnis+vvzvV3zupc+7/HGb24PvBn2+qa2dDcdO0OHx8NP5s2958Ep4ePjd/s8hIr2QyoBcpbi4mMGDB9/08UVFRX5dCAzDwO31XnqR9dB21Qtu5+PXfgF3/94LuOeKz3V1uOnwek3984WHOHji/uFBN3hFRG6eyoBc5fIZgfRnlhDWL/G6x7VVV3Hq/dU3dQbhTvkMg/bfeaH93XfOLrf7917Ar34n3fWCfp3P9fbA1TILEOZw4HQ4CAtx4HTYO//d4cAZ0vn4738c5nAQduk456XHL38Np8Pe9bHFYmHGP/7LFd8v1unkD6ZN5ImR92G/tG7g8uCVH//4x9ddMxAog1dE5OapDMh1hfVLJCI55aaP9/h8V7wo//6LdOfHV54u//5d9dWn0a94wXb3zARFm9V61Qvt9V6kLx/z/ce/+7z9is91hjgItdu77QXWMAwcNhtur5cQu40l40bzwoSxRIaFXnHcK6+8wjvvvENubu617yYIoMErInLzVAbkjv3hO+9h37wLdw+dDg+1279/l2y3X3qX/Tsv2jf5rvv7j79/523/nZX3/sRisfCnM6dSUV/PjyaMpX901DWPC6bBKyJy81QG5I41t3cQ8TtFwGqxXPVC+7vvnK869X3Nd93X/1yrTl9f0+Jxo27uuMWLGTZsGK+//jqvvfZawA5eEZGbpzIgd+zvnnyYsWPGdL2gh9hsut7cy40YMYKVK1eyYsWKgB28IiI3T2VA7lhyXCz9tWWxX7o8eEVEgptmE4iIiAQ5nRmQ62qrrrqj50VExD+oDMhVoqI6V6Kfen/1LR0vIiL+SbMJpEuDy8Wvtuxg03eFzE1O4NFhOT/4OdqOWETE/+nMgFDf6mLNgcOsOXgYl9sNwFmfhVGjbu5WNRER8W8qA0GsvtXFuwe+4r1DR2jtcF/x3Px7hpiUSkREeprKQBDLXZVHWW3dNZ8bltS/h9OIiIhZdGthEEuKjbnm41aLhYy+8T2cRkREzKIyEMT+6ZnHeHzkfVc9ntYnjrBrTLQTEZHApDIQxCzAqYs1AFfs9z84sZ9JiURExAwqA0Hs33bsoeBsJRGhIfzr4qcYOiARgFFpA01OJiIiPUn7DASpXcWl/Nf3PwI6Bw3NGjIYj9dL6cVashL6ajKgiEgQ0d0EQehcQyM/+/QLABaOGcmsIYMBsNtsukQgIhKEdJkgyLi9Xv5y3Xoa29oZNiCR/zJrmtmRRETEZCoDQeZf8ndxtPI8UWGh/PKJhwmx6+SQiEiwUxkIItsLT7L6wGEAfrpgHsnX2WdARESCi8pAkKiob+Cv128EYMm4UczIyTI5kYiI9BYqA0Ggw+Ph1XXraW5v596k/vzJzKlmRxIRkV5EZSAI/PO2nRw/V0WMM4zXnngYh81mdiQREelFVAYC3NbjRaw99DUAP3tkPv1jos0NJCIivY7KQAA7U1vHzz/bBMDSCWOYkpVhciIREemNVAYCVLvHw4/Xraelo4MRKUn80fTJZkcSEZFeSmUgQP1q83aKqqqJdTr5xeMLsGudgIiIXIfKQADaeOwEHxz5BoC/fnQ+idFRJicSEZHeTGUgwJyuqeWXX2wGYNmkcUzKTDc5kYiI9HYqAwGkze3mL9etp7XDzajUFP5g2iSzI4mIiB9QGQgg/7g5n+ILF+kTHs7/euwh7Fb93ysiIj9MrxYB4vNvv+Pjr49iAX7+2EP0i4o0O5KIiPgJlYEAUFpdw2sbtgCQO2UC49JTTU4kIiL+RGXAz7k63Px43Xra3B7GDkpl+ZQJZkcSERE/ozLg5/5u41ZOXawhPiKCnz/6IDatExARkVukVw4/9knBUT779jusFgu/ePwh4iMjzI4kIiJ+SGXAT528cJG/37gNgD+YOpHRaQNNTiQiIv5KZcAPtXZ08Oq69bR7PExIT2PZ5PFmRxIRET+mMuBnDMPgl19s4XRNLQlRkfzNow9itVjMjiUiIn5MZcDPrPv6WzYeO4HNYuEXjy8gLiLc7EgiIuLnVAb8SGHVBf5pUz4AfzRjMiMHJpucSEREAoHKgJ9obm/n1Q/X0+H1MjkznecnjDU7koiIBAiVAT9gGAa/+HwzZ+rqSYyO4mePzNc6ARERuWtUBvzAbw8XsOV4ETarlV8+voDYcKfZkUREJICoDPRyx89V8astOwD4k5lTGJ6SZHIiEREJNCoDvVhzWzuvrluP2+tlWnYmz40bbXYkEREJQCoDvZRhGPzNZxupqG8gKSaa//nwPCxaJyAiIt1AZaCXyjt4hPzCk9itVn75xMNEO8PMjiQiIgFKZaAXOlZ5jn/ethOAl2dP456k/iYnEhGRQKYy0Ms0uFy8uu4zPD4fs3KyWTjmfrMjiYhIgFMZ6EUMw+Bv1m/iXEMjybEx/GTBXK0TEBGRbqcy0Iu8e+ArdhaX4LDZ+NsnHyYyLNTsSCIiEgRUBnqJb85W8i/5uwH4swemM6R/osmJREQkWKgM9AL1rS7+8qPP8Pp8zBmaw9OjRpgdSUREgojKgMl8hsHPPt1AVWMTqX1i+cuHHtA6ARER6VEqAyZbtfcge0pOEWq38doTjxAZqnUCIiLSs1QGTHSk/Cz/3449APy3OTMZnNjP5EQiIhKMVAZMUtvSyl999Blew2D+PUN4fOR9ZkcSEZEgpTJgAp9h8D8/+YLq5hYGxffh1Qe1TkBERMyjMmCCN/fsZ9+pMkLtdl574mHCQ0LMjiQiIkFMZaCHHTpdzr/v2gvA/zNvFlkJfU1OJCIiwU5loAfVNLfwPz7+Ap9h8PDwe3h0xL1mRxIREVEZ6Clen4//8fHn1LS0kNE3nr+YN8vsSCIiIoDKQI9ZsXsfh8rO4HQ4+NsnHybM4TA7koiICKAy0CP2nyrjjd37APjxg7NJ7xtvciIREZHvqQx0s+qmZn7y8ecYwGMj7+Whe4eZHUlEROQKKgPdyOPz8VcffUZdq4vshL78+ZyZZkcSERG5ispAN/r3nV9y5EwF4SEOXnviEa0TEBGRXklloJt8WXKKN788AMBfPTiHtPg4kxOJiIhcm8pAN6hqbOKnn3wBwFOjRjD3niEmJxIREbk+lYG7zOP18lcffUaDq42cxAT+7IHpZkcSERG5IZWBu+z/7NhDwdlKIkJD+NsnHybUbjc7koiIyA2pDNxFu4pL+c2+QwD8dMFcUuJizQ0kIiJyE1QG7pJzDY387NPOdQILx4xk1pDBJicSERG5OSoDd4Hb6+Uv162nsa2dYQMS+S+zppkdSURE5KapDNwF/5K/i6OV54kKC+WXTzxMiNYJiIiIH1EZuEPbC0+y+sBhAH66YB7JsTEmJxIREbk1KgN3oKK+gb9evxGAJeNGMyMny+REIiIit05l4DZ1eDy8um49ze3t3Jc8gD+dOcXsSCIiIrdFZeA2vb51J8fPVRHjDOOXjy/AbrOZHUlEROS2qAzchi3Hi3jvq68B+Nkj8+kfE21uIBERkTugMnCLztTW8b8+2wTA0gljmJKVYXIiERGRO6MycAvaPR5+vG49LR0djEhJ4o+mTzY7koiIyB1TGbgFv9q8naKqamKdTn6hdQIiIhIgVAZu0sZjJ/jgyDcA/PWj80mMjjI5kYiIyN2hMnATTtfU8ssvNgPw0qTxTMpMNzmRiIjI3aMy8APa3G5e/XA9rR1uRqWm8J+mTTQ7koiIyF2lMvAD/nFTPierL9InPJxfPP4Qdqv+k4mISGDRK9sNfP7td3xccBQL8PPHHqJvZKTZkURERO46lYHrKK2u4bUNWwDInTKBcempJicSERHpHioD1+DqcPPjdetpc3sYOyiV5VMmmB1JRESk26gMXMPfbdzKqYs1xEdE8PNHH8SmdQIiIhLA9Cr3ez4pOMpn336H1WLhF48/RHxkhNmRREREupXKwO84eaGav9+4DYD/PG0So9MGmpxIRESk+6kMXNLS3sGPP1xPu8fDhIw0Xpw0zuxIIiIiPUJlADAMg9c2bKGsto6EqEj+5pEHsVosZscSERHpESoDwLqvv2XjsRPYLBZ+8fgC4iLCzY4kIiLSY4K+DBRWXeCfNuUD8EczJjNyYLLJiURERHpWUJeB5vZ2Xv1wPR1eL5Mz03l+wlizI4mIiPS4oC0DhmHwi883c6aunsToKH72yHytExARkaAUtGXgt4cL2HK8CJvVyi8fX0BsuNPsSCIiIqYIyjJw/FwVv9qyA4A/nTmV4SlJJicSERExT9CVgaa2Nn68bj1ur5fpgzNZMm6U2ZFERERMFVRlwDAM/mb9JirrG0iKieanC+Zh0ToBEREJckFVBvIOHmF70UnsViu/fOJhop1hZkcSERExXdCUgWOV5/jnbTsBeHn2NO5J6m9yIhERkd4hKMpAg8vFq+s+w+PzMSsnm4Vj7jc7koiISK8R8GXg8jqBcw2NJMfG8JMFc7VOQERE5HcEfBl498BX7CwuwWGz8bdPPkxkWKjZkURERHqVgCsDPp+PlpYWfD4fBWcr+Zf83QD81wdmMKR/osnpREREep+AKQMFBQUsW7aMyMjIrn8eeeYZmirOMmdoDk+NGm52RBERkV7JbnaAu2HNmjUsXbqU5ORkXn31VTIzMykpKeHfV6zgxL/9mj8fO1zrBERERK7DYhiGYXaIO1FQUMCYMWNYsmQJK1aswOFwdD3ndrvJzc1l9erVHDp0iBEjRpiYVEREpHfy+zKwbNky8vPzKS4uvqIIXOZ2u8nKymL27NmsXLnShIQiIiK9m1+vGfD5fKxdu5bly5dfswgAOBwOcnNzycvLw897j4iISLfw6zLgcrlwuVxkZmbe8LiMjIyuY0VERORKfl0GnE4nTqeTkpKSGx5XWlradayIiIhcya/LgNVqZeHChbzxxhu43e5rHuN2u1mxYgWLFi3SHQUiIiLX4NdlAOCVV16hoqKC3NzcqwqB2+1m+fLlVFZW8vLLL5uUUEREpHfz+7sJ4Pt9BpKSksjNzSUjI4PS0lJWrFhBZWUlq1atYvHixWbHFBER6ZUCogxA534Dr7/+Onl5ebhcLpxOJ4sWLeLll1/W/gIiIiI3EDBl4DKfz4fL5SI8PFxrBERERG5CwJUBERERuTV+v4BQRERE7ozKgIiISJBTGRAREQlyKgMiIiJBTmVAREQkyKkMiIiIBDmVARERkSCnMiAiIhLkVAZERESCnMqAiIhIkFMZEBERCXIqAyIiIkFOZUBERCTIqQyIiIgEOZUBERGRIKcyICIiEuRUBkRERIKcyoCIiEiQUxkQEREJcioDIiIiQU5lQEREJMipDIiIiAQ5lQEREZEgpzIgIiIS5FQGREREgpzKgIiISJBTGRAREQlyKgMiIiJBTmVAREQkyKkMiIiIBDmVARERkSCnMiAiIhLkVAZERESCnMqAiIhIkFMZEBERCXL/F8fZXFmglZifAAAAAElFTkSuQmCC\n", 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\n", 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", "text/plain": [ "
" ] @@ -560,7 +511,8 @@ } ], "source": [ - "xgi.draw_dihypergraph(DH, iterations=50)" + "pos = xgi.bipartite_spring_layout(DH)\n", + "xgi.draw_bipartite(DH, pos=pos)" ] }, { @@ -573,7 +525,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 13, "id": "e653f0ae", "metadata": {}, "outputs": [], @@ -598,25 +550,25 @@ }, { "cell_type": "code", - "execution_count": 15, - "id": "eacb941c", + "execution_count": 14, + "id": "37f790a7", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(,\n", - " (,\n", - " ))" + "(,\n", + " (,\n", + " ))" ] }, - "execution_count": 15, + "execution_count": 14, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -626,21 +578,41 @@ } ], "source": [ - "xgi.draw_dihypergraph(DH, iterations=0)" + "pos = xgi.bipartite_spring_layout(DH)\n", + "xgi.draw_bipartite(DH, pos=pos)" + ] + }, + { + "cell_type": "markdown", + "id": "a8c262ab", + "metadata": {}, + "source": [ + "But, we can also place the edge markers at the barycenters of the node positions using `edge_positions_from_barycenters`:" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "c7ffaa37", + "metadata": {}, + "outputs": [], + "source": [ + "node_pos = xgi.circular_layout(DH)\n", + "edge_pos = xgi.edge_positions_from_barycenters(DH, node_pos)" ] }, { "cell_type": "code", "execution_count": 16, - "id": "37f790a7", + "id": "d236f336", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(,\n", - " (,\n", - " ))" + "(,\n", + " (,\n", + " ))" ] }, "execution_count": 16, @@ -649,7 +621,7 @@ }, { "data": { - "image/png": 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\n", 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", 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" ] @@ -659,23 +631,15 @@ } ], "source": [ - "xgi.draw_dihypergraph(DH, iterations=50)" + "xgi.draw_bipartite(DH, pos=(node_pos, edge_pos))" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "3a073dcb", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "venv_xgi", + "display_name": "Python 3", "language": "python", - "name": "venv_xgi" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -687,7 +651,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.13" + "version": "3.10.0" }, "toc": { "base_numbering": 1, diff --git a/docs/source/api/tutorials/In Depth 4 - Drawing multilayer-style.ipynb b/docs/source/api/tutorials/In Depth 4 - Drawing multilayer-style.ipynb index 5b6642d4d..176512a69 100644 --- a/docs/source/api/tutorials/In Depth 4 - Drawing multilayer-style.ipynb +++ b/docs/source/api/tutorials/In Depth 4 - Drawing multilayer-style.ipynb @@ -24,7 +24,6 @@ "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", - "import numpy as np\n", "\n", "import xgi" ] @@ -63,7 +62,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -111,7 +110,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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\n", + "image/png": 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", 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tA7zdbvd6zIEDB/DAAw9gxrW/wII/PYLMjAxs2/ENHn9qEe66664OXUqB8Bb8g/mdKhCEeKIh+9ALVYKeXq/3uF8ul0MulwdRst6Fgn0PcwV4m80Gh8PR5fGvv/468vP745UXnwfLcQCAaVOugoTjcOe9v8G+ffswYcKEbpVFFEWPHoRQ6E4FoqueCUIICbWcnByP3xctWoTFixf3TGHCgIJ9D+B53qOLPhCFhYW4/pqp7kDvcuXll0Eul+Onn37qdrBvr6amBv/73//Q1NSE4cOHY9q0aZBIAvuToQpE9zU1NeH06dNISUlBbm5uTxeHkF6JZRiwQXyGXc8tLS2FVqt139+XWvUABfuIcTgc7gDP83y3z6PValFRWdXh/rq6elitVjTzNThWvR8STgYpJ4OUkUImUUDCySDnFJByckg5aZfXefvtt7Fo0SJwLINEjQaVDY3I65eLd9/7N/Lz87td/lAIRwXCn7yG9r93dUx3mUwmPProo1j71luw2GwAgCsnT8aK1asxePBgv8/T0tKCrVu3wmKx4NJLL6UKQy8gAgj2T5e68T2Fqhtfq9V6BPu+hoJ9GIUqwLc1a9YsLF++HIcOH8HIEcOdd4oinn/5X1Ao5Bh/2SgY7S2A9yF/AAADFhJWAgkrg5STOisFrAxSTg4ZJ8P+vYX4y1/+grunTMSfZl0NrUqJIyUV+P3rH+Luu+Zj+46d7uDYVwiCENLzBZP3MPuWW7Bj61b8Ji4OlygVKLbZsWrPHkyeNAk/HT6M9PT0Lq//yiuvYMETT8BgNAJwVmbmzZuHlStX9rkWCyGkaxTsQ6xtgl2oAwgA3HXXXfj8888xc/ZtuOHa6cjJzsSX23fg8OGj+N0Tv4I6Tt3lOUQIsAs22AUbzF5GEVaueg1DczLw17nXuQPQ8NxMvHD3jZj5zEps2PRfXHHlFa2VAwXkEkWv7QrvKd3tfSgsLMTX27djcXo6rlCrAAB5AMbE63BHVTX++c9/4vHHH/dZYdi4cSMeeeQR/GrKRDwy80rolEr857v9WPDuOshkMqxYsQIA+lyFjcQmBkFm4we4EY7BYEBRUZH79+LiYhQWFiIxMRG5ubloaGhASUkJKioqAAAnTpwAAKSnp/tVUQ8XCvZBEkXRowUfjgDfllKpxH//+1+sWbMGH3zwX3y1cwcGDM3D319ZgFEXjAjJNUpOl+La4QM6fIDG9s+GWqnAnp9+RNowLVyfEQYMWIYDx3LgWCkkrAQcI4WUlULCtfYgsDJIOBkkLIe2n62G+kYcP3YCGrUao8aMBOMOQN4/gCzTdYBq++H1OEub57a93/P4No+0ef1t3wqm3bO9/ew+pkNxGe93t97/9favESeV4jKV0uPRBI7DJLkMO7Ztw2OPPdbh2W29/NI/cPXYYVgyb5b73/DOqy+BwebA//3nP3jssceQlJTU+rqCm2nRWW4EIZHCsB4f7cCfH2CdfN++fbjyyivdvz/66KMAgPnz5+Ptt9/GJ598grvvvtv9+Jw5cwD0fMIfBftucAV4VwZ9uAN8eyqVCn/4wx9w+z2zcabhWMjPH5+kRVFFbYf7qxqbYbJYERevBi863K1XsXVCkdg6IHn+f2gdoGw74YgBw7DgbTzee+VjfLtpFxy88/1LTUvEr/98NyZcMgoMG+V/mq73ofX1n//Z+Za43yNBgAgBgiiAAVCuPw1BFCAA4Nqd0iYCJt6IH89+CY6VgGE4cCwLjpGAY6VgGRYCL+DnQ4fx3PxZHSpr144fgWc/2ILDhw/j8ssvby1L+BIoAd+Jke1/pymcJBpcccUVPj8zd911F+66667IFchPUf6NGjmiKHpMkQv1F2R3WB2WsJz3iusm47Wla/BV4XFMGTMEAGB38PjbfzZDqVRgwuTRAEQwcH1pe36Bi15mE4ut/+eqBLzxwr+x56v9mClTYJxSgSaRx+cNRiz78z/w5CsPo//gbDAMC4Zx9hqwYMEyzooCy0jAMixYlgULtk1vQAj4GaTbH+d8XPR47aJ4/j5RFCBChNB6fNsA1rYbcuTFQ7B+9UZsMRhxfZzGfUyVw4FdFgtmXDIUemtT23f1/HkYFozIQi6XoqbZ0OGl1epbAABqdddDPcFoW4EIVUW4fQWC4zgoFIro60mgifahF2yFMEYqkxTsffC1il1v0KRvQkNFMxIztCH9g736usnY/10h7v7nu5g4JB/9UhKw88hp1Opb8Me/PYBEXRKsDgsE0TXg3xrcOnwLtbbSwDiPaS1iXUU9vt+6F3MValwuc3ZXJ4PF7zkJ/mbW44v3t+OhZ+5zf6m1tn0hiCJEARBFK84H4tZsXFfAZFhwrT87/+fs42PAOK8vihAheARzoTWIo23gbvv/4vmf279O93nE1jAvis4Sn+/IgKskYBiIgogj+07gpx+PQhAEDJ8wGGMnDgcncQatzLwUTJo6Af/4aj/O2O2YoFCgzOHAeqMBupR4XDFjovu1sawEEoYDxzqHRziWAxgGk6ZMxHvf7MFtkycgNT4OAODgefzz0x3IzsrCuHHjAv+j6GGuCoREIoFCoYBU2vWMkt6IYn3ohSobv6+jYN+OP6vY9Ra8aAfLhf4vlZNw+PPSB/HdVz9i5+bvcKCuEaMmj8W1v5yGvIHO6VtKqRoOwQarwwqgs9ab90rAiZ9PQxSBi6WeWeEcw2ACK8E3B0/AwdvcLWlXt4DYPuC2bWm7ria2u6bYNmy39j6Irg84466OOOfatoblNo1F0eM0bQYo2pXJWakAWDAAw4F1ns5jRN9qseHlJ9fgWGERdJwELAPs+HQX8gZm4Y//91to4pwJeXc/ditSspLw1cff4uPaWkg4FhdcPg53PPBLpCSlOHMjGK7THo3b7rsJj+8+hKmLX8EtE8ciTiXHZ3uPoKiqFmvWrIm+1jAAqVQKhUIR8DoPpO9zBvtglssNYWF6MfrkwBngbTZbtxa56UmMFIhPC8+8UE7C4fJfTMLFl18AU7MFCWlx7bPUnAl3jBRW3gqHYINfbQ4RYKXO85hFQN7ug2YGwEk5GG3GDk9t/5n0SMNjPO9tn6LnKjrj8aDYWqEQwLvHGUSIHWZJnq8UgHEuwsGABcty7h4Df74vPlqzGUU/n8HVUCKDd/Y21IDHN2eqsO6fG3H/03eBAQuZhMGtv7oRt8ybicZaA+ITtIjTxvl3EQApGSl4/s2/4pN1X2LDth9htdpw8cSJWP7aAxg/frx/J+kFGIaBTCaDXC4Hx7XPYCCEBCJmgz3P8+7x92gK8G3ZeAtEXgDDhbGlJsL38AXLQM4qIBWk7br2W58uwplwJgqt49YCho4rgFwmxRarGbcqz48fNwsCdvM2XDh5bIe45up0b3/f+UJ29Tr87fzsmF3PtF7Z9ZsgioDIgxd4ZyXCPWTgGj5wPZdxVzIcdh7ffv4jBgsSZLZJvUsFhxG8BHu2H8S9j9yJ+MQ4d6tdkAhoEeyQSuR+B3qXpLQkLP7rIqS8kBnYE3sBV5CPyjF5EnHUje+fmAr24VjkpqeIogiD3oSmWj3S85LAsOH5i5WrZJCrZF0ex7IcFBIVbLwVFocZouiAIArwFoXVcQrceO90rH/tE9RAwDhOiiZRwDcOG6RaFabeelmH57Rvr4sdfup4ne6Ed29nOH8FL5WKDoOwniVlWocHGuubYLHYkArPKXUAkAIWvCCgud6I5JQU9/0syyA5SweJJPBWLctwSFSnoaKiAhaLpcdXPfQHy7LulnxfDfI0Zh96oVout6/r88HeFeBtNlvEp8iFk9VhhkzBIT41rsdqpqIogBcc4AUBguiA0Nr/zTEsHCILwHuFShAFXHXjJYhLUOOLddvxTnEVpFIO468chRnzpyI+sfOhic7a9l3f6y2oB/vGtSYeulIBWwM7y7BgW2cSMAwHlmEhSZJBJpOgwcYjq92kunoIYBgGiSnx7U7PQCrvXiJavDIJHMNBq9WGPfs+WCzLQqFQQCaT0TQ7QsKkTwb7cK9i1xtYeQs4KQelNLxjmeYWK5pqW5DeLxECI0AQePAiD0FweMm+d2IYQMpJIIgc7IIdrkFwV5e+3WFD0ZFzkClkeODZuyGXyiCRc5DIuHYtn0DaMJ0spNNtro57V/e8a2obc37KH4PWZDxXYGfAtibqtS+DVCXBpGkXYdfmH5HJ80hqDfjN4HGYc+CCS8YiISneswSCAEOjGco4OSSywD6qyaoMAIBGo+niyJ7DcVyf20a0S9S0DznqxvdPnwj2kV7Frjew2M3g7TxsZjuUGjkQ4m58sTWoi5wdch0Lo70l4A8FyzCQsTI4BAfsvA2CwKNw91Gs/8fHaGhwzvlmWQYXXjUat/7hBnBe1pXrWvsOft/ajr63fTbDoDVQM63Bm3WvI8C0Tt1z/cy2TqML9B2/7f6bcPb4OWwqKkMqKwErAtWiA2npybjr0VshigKYNlMBRAEwG6yQqaQBfVAVnBJaRQIAwGKxQBRFKJUdhw96SrRPnyO9S7ALL8VKb1LUBvu2q9jZ7fZeNwc+3Gy8BXarA011BijUMgQeetoQRfCiszueF3iIYptWOwfINZ33HrjmlrsWmBFd89jbzFt3tehPHz+HVYvexQSFHPPT05HMcfjObMLq7T/DbnHgnoVzfBTSn6DOnA/ETNuEOVfG/Pm5+K2hHG1X9hMhggUDhnVm2zPdCOi+qOOUWLTyz9i9/QD2f/sTRIi47sJhuHTqBZAr5TDbDJBLlOBadyVkJSxS+yUGfJ0E5flx/9raWthsNgwYMCBkr6O7aPocIT0nqj51giB4LFMbawG+qKgIr732GnZu/xoiI2DcpWNx053XBZaNL4oQRKG1K56HIPLusXZvHA4BDqsDEiXX+vSOwbyLy4EXHABEbP3vN8iWSfFMcjKkrbXpm+LiIAOD//vuMGZU1CM1MwltA7trRNw9D75DEGdaW+Dtr3w+qDOtLXWuzep7XOt9rla862JCa5a90DpUIXS6hkD3yGQSXHbNhRg1diREUUR8mur8ewURFocJUlEBGSfrZv8ig+S48xn4mZmZPf45cSXdUZAn4UDd+P7p9Z++3r6KXaQcPHgQt86+BfEyCW4alA27IODjL77Hrm278eyqRcjKy/D6PFF0jbM7k+mcgd1zVNxXy9xqtMNYZ0NCjirgzSZEUYRDOH+9op9O40a5wh3oXaaoVfi/hgacPVKO7JxMnA/q/nwQPYM6x3DOoM5KW4M545zK5groXZyKZTiwbJueDEEEL/IelSMxBBUAtU7eaTXJzlvACw5IIUNjtQG6FA1kCv+6vONkOsg5hfv3npqfTtPnvKMh+9CjYO+fXhnso2kVu0j5y4IFKIhX4b+3XAFV61jnHy4aihnvb8Pb/1qHv7zwx9ZWO+/sjm/TMu2qm90XmUoCWbYELMed7wZvm33euiIdy7Ctq8g5jxEFHjbBBgmH1nFuQCaXo8XasRdBLzjLoFTKwXUaGNoFdZZzbgDDSJwJc4wzaS7UuQtgGXCQgGvzURHd768AXuxYgfKHRO47AAqiAxbBAYmCBRvAa0pWe26h2dDQAFEU3bvchVssTJ8jJBr1qmDfvos+Vlvx7Z09exY/HTqE12dd6g70AJCgVOC+sYPw9PYDqGmogkIpazMC3XY0ujVTnGFbx6NxPjC7xqZbE9LaTh9D6/i1N1aLFR+/8ym+2rgd9Q3NyMpOw7Wzr8G1v5wCh+hwBnrW1fXv7B6fcNVYbP34W9zq0CJNcn5YYJ2+GQq5FCMuGNJacta90Y2zpS4Bx0rOT2nr4SDCsCwkYFu3pZO3LjzkbP3zgrMnRYDvCoDV5Fx8SK7q/CPIsIBMC4gsD38+qhwjQaIqzeO+SE05ZVnWnVkfKwlP3UJN+5Bj2M6/p/x6vhgbf6+9KthLJJIO43redtByt1Db3Tp7rO1zo1FLizNzPV3TMaM6I04JQRCRyKUjXqeDQ+AhCHY42sx7D4bdaoex2QJdssb9geLtDvzt4eU49fNJ/EKpwoCEBBQ2tOD1F9bi9MkzuOexuQAAQRQ9hg6umX059m0/iN/UVON6lQopnATfmM3Ybzbj9vtvRkpi+vl13/3pdu8tGIBhWtv/rl5zEe6u//NTFc//DVqNzh4rX8FeFAHeLkCUWMCLPBQSpc8+x3hlcodAm56e3snRoeGaPkdz5ElPoW58//SqYO+Nt72xu6urikCgFYhIGTBgADRqFb44VY4x6Z7dsV8UlSMrIwMXDp3c4f3hRR4Ohx02wbl2vYO3w85bYRfscAh28IIDdt75X4do91o5EAQRvN21Ep7z3+G7bbtx+OBxvJyWitEK5/jwDXEajJXL8cKn3+LyGRORU5AB5wY5rdPVWA5pqan42+onseHtz/Hxl7thtrRg4OA8PD7/Blxy1YVheOd6EANnrwTLwd0XI7TOehAFxKdKW9/vziuhvF1AY4UBujQ1GBYw2XgopCp3ToEoCPhp7xFUlFQhKTUBt828O+wvy4Wmz3UPNexDj1bQ80+vD/ahFOx8zLa6qiB09ri3x7qiUqkw/667sWrlCiSr5JgzMh92nsdbB4vwweFiLFq0yGtFiGM4cFIOcii8nLUjURSdFQOHDTbBBodggz3OBkeyAw7RWVlw8Hbs2rYXo5RKd6B3ma5R401DC/Z/8xMGDx0ICeccU2/b7a7O1OH3T/4av3rgTrQ0mpCWlwRRaM0f6OsfOpYBB6nH+nnnx/9bewDajP9zEha6NDUkstbgDgFmuwEyiRLVJbVY+vhLKDtXAalUArvdgTf+79947bXXMHHiRPf5S0tLAQA5OTkheQlSqRRyuZyCPCFRJqaCfSiFKvnI3x6Gp59+Gs3NzVj87rtYtG0/AEAmleLXv/417rvvvpCUhWEYyDkF5JwCvhZYlYoKeFvQVsIwUHMc4rhEDEsf37r5jQihdbqfKPLO2QEQIapFCJnO+0pOl0OtVUGXFOd8vPV5zmPhXF0GznMIEJyJiK6EwxBPjYsUfb0BDMMgLlHdOv7fGjxb8xtciZYc65r+d75S2NLSjEUPLkOiJg7/W/Uixg8filNnS7DwpRWYN28edu7cicxM5/Q7rTY0uyLS9DnSW1E3vn/ok9vDAhmmWL16NZ566ils27YNEokE06ZNQ1ra+YSsQIYh/B2m0Ov1KCkpwdChQ93TuC66+GK88sMPaOJ5xLeZ2nXCZkOZ2YLJk67skCjmSyKXCblcDoXCvx6I9kRRhAAHBKG1IiGc32VPEHkIrRUFtFYkBAgQBGdFQRAFiIJz+EJo/V1o3Z3v/PvhnL0gCELrc5z3OSsgIkTw7q1yBdG1x73vHhuO47ynJLim/4EDCwEmgwClWglI4Jz/Lziwe8du1Nc2YsM/n0d+ThYAYFD/fljz7NOYcNOdeOedd/DEE08AAHQ6XbfeU4Cmz5HoQCvo+YeCfZTJzc3F5MnO8fnExEQ0NDRAp9M5g0cYhilkMhkkEgni4uKcU+pEEffeey9WvfYa/lRVjd/pdCiQy3DQYsW/WlowMD8f06dPB8uyPocpGhsb0dDQgAEDBgQVkADnh5WDFO56Ry/Y+txZARFaKyACREGACN5dIRGSefeugKLrmNYeEKG1B8RitaG8thKJScmQKqXuXo+as59hYP9cd6B30ahVuHTcGPz880/u+ywWi7PHJoD152n6HCF9DwX7KOSaM22xWFBcXIwRI0aEfPEU15e8Wq3usGtaTk4Ovti6FXfcdhvuP3bMff/ll12Gf7//vsec7s6GKVxbDCuVSjQ2Nrpb9n1lNoWzAsKd/3dp98/D87xzOmQXwTQ/dXCH+3LT+mNHww7Y7HbI2o2dl1XXoP/goe7fKysrwXEccnNzuywzTZ+LAMrQCzn/Ft/y/fxYQME+CsXHxwNwBs0xY8aEtfXlcDhgMpncLXuXMWPG4NCRI9izZw9KS0sxdOhQDB8+vMPzOxumSE5ORnJyMgDn+u0pKSlITPS9Dnx3p1v29GwKb86dOweJROJXEG7vxhtvxEsvvYRV6z/GH+681X3/Z9u/xaETp/DoE0+678vOzu7yfDR9LrJ6/q+vb6FufP9QsI9CZrMZoihCpVKFfTlUg8GA06dPY/To0R2SsxiGwUUXXYSLLroo4PPyPA+e5yGTyTBixAi/PnDhnk3R9n5fsylCUXFIT0/vspJmtVpRWlqKnJwcj274goICPPjgg1j2z39i+497cfGYkThWVIyt3+/GDTfcgKlTp7qP9ZU1L5FI3EGeENK3UbCPQhUVFRBFEdnZ2aioqEB2dnbYvrC1Wq3PYQKz2YyqqipkZ2cHNB2rrq4OlZWVYe+Z6EykZ1O0v1+r1XY5TMGyLFQqldeyPv744xg1ahTeevNN/Gfz18jIyMDy5csxZ84cjwpRfX09OI5z9wYBNH2O9DFBZuPHSj8+Bfso5Or6dTgccDgcYb2Waxy3M6IowmazBdzCTUhIgErl3PHt3Llz0Gq1SEhICKqsPaG7iz41NTWBZVmP5ERvlYSEhIROKw833HADrrnmGhQVFaFfv35QKpUdehvMZrO7R4amz/UCNGYfctSN7x/61EchV4tMKpVi0KBBYb2W2WxGbW0tsrKyvLbuVSoVBg/umETWFZlM5u6NEAShV4yjR1JNTQ1kMpnHPPj2X1quLZ2lUmmnX0gajcbrJjftexBYlqXMekJiGAX7KFRXVwdBEJCamhr2a/E8D6PRGPJgbDKZYDAYkJqaiv79+4f03NHAn0qa2WzG8ePHMWzYMCiVHfdF8CWU+Q0kdKhhH3oMi4C3327//FgQIy+zb7FYLLBYLDAajThw4ADMZnPYrqXRaDB06NBOu34NBgMOHjwIq9Ua0HkNBgOqqqpCUcQ+S6FQYODAgT7zMSwWC44cOdLp38Dp06dRXl4eriIS0uNcFdtgbrGAWvZRyDWdym63Iycnp0cTrWQyGTIzMwMeB05NTXX3TPz8889ITk52L/EaC0pLSyGTyTxWQGyP47gul7t1HdNZAqVWq6VEPNK3sYzzFszzYwC17KOYVCpFSkpKWBOuWlpa8PPPP8Nut3t93BWwgpkCmJ2d7ZEtHgv8GUO32Wyorq72mYQplUqRk5PTaes/JSUl5t5bQkhHFOyjUElJCU6fPg2e59HU1ORejS4cZDIZUlJSOg1MDocDer0+4BXuGhsbcerUKQBAYmKiOzM/VmRlZSElJcXnMTabDRUVFT6DvSAIsFgsnb7/FosFNpstqLIS0qu5dsIJ5hYDKNhHIa1Wi/j4eFitVpw+fRoWiyVs15LL5cjIyOi05W6xWHDq1KmAAwrHce7WqF6vD+tr6I0EQeiygqTRaDB27FifGwSZzWYcOXKk0/fvzJkzlBvRi4hiaG6BWLFiBUaNGgWtVgutVouJEydi8+bNPp/T1NSEBx54ABkZGZDL5Rg0aBA2bdoUxCsPHxqz9w+N2Uehtsvljho1Kqzd+DzPw2w2d7q4i0qlwsiRIwMeF3Z98QDA2bNnY27M/sSJE1CpVOjXr19Q51EoFBg0aFCnayHk5+fTlLsYl52djWXLlmHgwIEQRRFr167FzJkzcfDgQa9LXNtsNkydOhWpqan48MMPkZWVhXPnztFwUJSjYB+FrFYrBEGAUqkMe/KV0WjEqVOnMGLECK8BxbVDWqBcLVuJRIJhw4bFXEDqbN2CtkwmE0pLS5Gfn9/pvzPHcYiLi+v0HN3dNpj0HTNmzPD4fcmSJVixYgV+/PFHr8H+zTffRENDA3744Qf3311eXl4kito9lKDnl9j6hu0jKisrce7cOdjtdpw9ezbgaW+BUKvVGDZsWKcB3Wq1oqSkpNMEvs7U1dXh0KFDAJxrtMdasNdqtR12E2zPtZ+8r25Gm82GqqqqTsf1a2pq0NzcHFRZSe+k1+s9bv58D/A8j/Xr18NoNGLixIlej/nkk08wceJEPPDAA0hLS8OIESPw7LPPhjU3KCg0Zu+X2PqG7SMyMzPRv3//LpOzQoHjOCiVyk4DjiAIMBqNAZdBp9MhPz8fgHMaWmNjY9BljSbNzc0wGo0+j1Eqlejfv7/PYRq73e4zY7+pqQkmkymospLeKScnBzqdzn1bunRpp8ceOnQIGo0Gcrkcv/3tb7FhwwYMGzbM67FnzpzBhx9+CJ7nsWnTJixcuBAvvPACnnnmmXC9FBIB1I0fhdq2socMGRLWa1mtVtTW1iI9Pd1r0FEqlRg6dKiXZ/rm2jcdcAasXttqCJPy8nJoNBqfrXtRFMHzPDiO67SypVarMXr06E7PEe7llElgQrmCXmlpqcc6DL72sBg8eDAKCwvR3NyMDz/8EPPnz8fOnTu9BnzX6pyrV68Gx3EYP348ysvL8fzzz2PRokVBlj70GJYBE0RXfDDPjSYU7KNQY2Mj7HZ7RJbLdTgcaGpqCvm1zGYzjEYjkpOT3S38WOJPBUmv16OoqAgjR46kbWj7ihBG+7ZJrl2RyWQoKCgAAIwfPx579+7Fyy+/jFWrVnU4NiMjA1Kp1COnZOjQoaiqqoLNZut9f4vBdsVTNz7prcxmM1paWmC1WlFYWAiDwRC2a6nVaowYMaLTD7jJZMJPP/0U8NS5lpYWlJaWhqKIUcmfKT8qlQoDBgzw2Y1vNBpx/PjxTqc+njp1CtXV1UGVlfQ9giB0OsY/adIkFBUVeQzNnTx5EhkZGb0v0KP1s8QGcaNgT3qrzMxMdxDo6Q+gRCJBampqwCvopaamYuzYsQCAI0eOoLKyMhzF67VKS0tRV1fn8xipVIr4+HifyYuunIrOjtFoNJSRH+MWLFiAb775BmfPnsWhQ4ewYMEC7NixA7fffjsAYN68eViwYIH7+Pvvvx8NDQ146KGHcPLkSXz++ed49tln8cADD/TUSyAhQN34UYzjOJ9rq4eC0WhEcXExBg4c6HVMUCaTISMjI6hrpKWlxVxAar/vvDc2mw3Nzc1ISkrqNJgrFAqfc/WD/bch0a+mpgbz5s1DZWUldDodRo0ahS1btmDq1KkAnCtytv37ysnJwZYtW/DII49g1KhRyMrKwkMPPYTHH3+8p16Cb9SN7xcK9lGosrISRqMR+fn5MBqNUCqVYVtYRyKRICEhodOWe1eL7nSmqakJdXV1KCgoQHJycqiKGzVyc3O7PMZkMqGkpMRn676rPe+tVis4jgvrwkukd1uzZo3Px3fs2NHhvokTJ+LHH38MU4lCjEWQ8+wDO/ybb77B888/j/3796OyshIbNmzArFmz3I+LoohFixbh9ddfR1NTEyZNmoQVK1Zg4MCB3S9jCFA3fhRSKpXQarVwOBw4efJkWKdWyeVyZGVldRosLBYLTpw4EfCYPcMw7gqEwWCIueVyu2rVA86VEsePH+9z4aSWlhYcOnSo03UOTpw4gdra2m6XkxDiyWg0YvTo0Xj11Ve9Pr58+XL885//xMqVK7F7926o1Wpcc801Pf4dR9X9KNR2udwRI0aEdRU9VyKPXC732rpUKpUYPnx4wHkDrrnBAFBcXIzExERkZWWFpMzR4MiRI4iPj3dvV9xdarUaBQUFnVbGBgwYQFvc9iKhnHpHnIJd3z7Q506fPh3Tp0/3+pgoinjppZfw1FNPYebMmQCAd955B2lpadi4cSPmzJnT7XIGi1r2Uchut8NisYBhmE6DcKiYTCYcPXq008xdlmWhUCgCLoMoiu5s38GDByM9PT3oskaTrKwsJCQk+DzGYDDg1KlTPtcgkEgk0Ol0nb7/arW6V2ZQx6ye2Amnr3MtlxvMDd1bkbC94uJiVFVVYcqUKe77dDodLrroIuzatStkL7k7KNhHoerqavcWtyUlJTCbzWG7llKpxJAhQzpdsMNms6GsrCzgXe/q6upQWFgIwJnkF2g2f7RLSEjocrlcwFmZ8tXysFqtqKmp6XQFw+rq6rBOzSSkrwhkRcLOuHaYbJ84nZaW1uO7T1I3fhRKTU1FUlISRFGEwWDosoUYDI7jfAYlnufdGeOBiIuLc2+uUV5eDrVaHVO7ajU3N0Mmk0GpVHZ6jEajgUaj8Xkei8WCsrIyJCYmem3d19bWgmGYLs9DSNQKUTZ+ICsSRiMK9lFAEAR3ApZrfMqVfT1kyJCwLgphs9lQV1eHlJQUr2O/rjH7QCkUCvd0O7PZHHNdzSUlJV3mKbim5/kaItHpdBg3blynj48YMSKocpLQojH70GNY5y2Y5wOBrUjYGddwZHV1tce01+rqaowZMyaocweLgn0vZrfbYbVaO2RaGwwGHD9+HBs3bsTx48eRkpKCW265BVdffTUYhnEHB1fFIJBbew6HA3V1dUhMTAxpopfFYoHJZEJiYqJ7Gc9YMmzYsC4raY2NjSguLsbYsWNjbldAQqJR//79kZ6ejm3btrmDu16vx+7du3H//ff3aNko2Pcyrux3m83W6Tjs5s2b8dprr6FFr8fVV16JY8eP484778Qdt9+O55Yv7/YueJ0F/4KCAoiiCLPZ7A46rv/abDYUFRWhoKDArzFoF9dyuYmJid0qa7TzJ0dBrVajf//+PisFLS0tqKysxIABA7ye88SJE0hJSYnZ97nXoaZ96EV4UR2DwYCioiL378XFxSgsLERiYiJyc3Px8MMP45lnnsHAgQPRv39/LFy4EJmZmR5z8XsCBfteorNWfHuNjY1YsGABfjF1Cl5Y+gya9Hro4rTY8Mmn+NOTT+Gqq6/GNddc060y+LOqW3sOhwMymQxGoxE2m83vHgStVovhw4fD4XDg+PHjSEhIQGZmZsysU11aWgqNRuMz36LtzoCdYVm20wV1AOf6+rSgDunLIr3r3b59+3DllVe6f3/00UcBAPPnz8fbb7+NP//5zzAajfj1r3+NpqYmXHrppfjiiy96fJVQRgz0252EjD+t+PbWrl2LRYsWYf93O5CU7JkUN+PmW5GSlo4333wzZGW0WCwoLS1Fbm5u2BJWGhoaIJfL3T0D7XsPQjEc0ducOXMGWq3W5+qBVqsVRqMRCQkJUfGaSOf0ej10Oh3e//57qIJMljQZDJg7aRKam5uDHmOOZq73tOrGidBKu1+h1dsdSN+wq8+/n1Tl7wH+tuK9qampQcGAAWg2GJGUlIgWgxFV1QY0NJqRmjYcZZUV2LPvNGRSDjIpB7lcCqmUg0wmgVwug1zOQSaTQiLxb6qbKxu/szFjURTdi+4EEpAMBgPq6+vRr1+/Dl3MropPqIcjvFUefFUowsmfbX0NBgPOnj3rs/UvCAIEQei09W6z2cBxXMxNbSSEeKJgHyGCIMBms8FqtXY7iAHOFdHKysvR1NQEIScLZ0vKkJOVifh4NU6dPoGc3MEoLq6G2WyDyWhBi9EKnu94PY5lwElYSKUcpBIJOAkLmYSDVCaFRMJCImHx86GfsOfHXaivr0ViQjyuvOpKTJ16FeQyKWQKCeRSKQTRgarKMhQUDIBOpwXHseC4rpPJ2g4ZWCwWsCwbsoz87gxHtOdPz4FrDry3CkWwCXVlZWV4//330djYiDNnzmDmzJle35/GxkacPXu20yS+Q4cOITc3FykpKUGVh5Bg8DyPQ4cOoV+/fqGfKtxmYZxuPz8GUDd+mLla8Q6HI+gABDgD48SJE5GTlYlX//E8UpJTYbNZsfyll/HWO//G+v98BK0uA+Xl9RAE5/UEUYTVYofZbIPRYEGL0QKHw3eF48DB/Th75izSE3RIjlejvtmIqkY9cnJzMGHCBW2OFAEIcK7PxDiDPcuAk3CQSrnWioPE2bsg4SCVSSCVSiCVOseaZTIWzU21iIvTIDk5xfmYTAKFXAq5TAKpTAq5jAPLspBIOLBR9MH0VVk4evQoUlJSkJ6e3uGxl19+GX9+7DFIGQaJUikqLBbk5ebiiy+/xODBgz2uYbPZYDQaER8f79Eb4XA4sHnzZhQWFiIpKQm33nprwGshkNBxdTmvC1E3/m29vBv/4YcfxsiRI3HPPfeA53lcfvnl+OGHH6BSqfDZZ5/hiiuuCPoarve0+peTgu7GT/vw+179fgLOzcOCWYuEWvZh4GrF22w2n0uddodCocCaNWtw3333YeKV0zAgvz8qKqtgtVrx7LPP4rJLLwYADB6YibPnanHuXA3sDh5KpQxKpQyJiRpn8qkIWKx2GE3OCoDRaIHN7ixrQ309zp45i7EDcpCXkQROxYA3iSitbsS+U+fQr18/pKSktpaIAXC+i5jnBfA8ADsP/xf2EwDUAyj1+ijDMmAZBhzLgOVYSCUcJBIOEikHqYSDVOb8r0wqaf259b/S1gqDlINcJoFM5qxIyOUSyGTO4Q0Jx7buCud7pbru8NXD4JrK2H4To2+//RZPPfUU7khJxtz0dPA6HfSlZfhrQwNumjkTu/bscXfZuyoHKpUKDofDfd/p06cx4/rrcKroNJK0cWgyGvHHPz6KFStW4q677grpayTEmw8//BB33HEHAODTTz9FcXExjh8/jnfffRd/+ctf8P333/dwCXu35557Dnl5ebj11lsBALNnz8ZHH32E9PR0bNq0CaNHjw74nBTsQ8hut8Nms8Fut4ekFd+Z7OxsrFmzBseOHcPp06cRHx+Pm266CZmZme5jFAophgzORMGAdJSU1qH4bA3MZudaz66iyeVSyOVSJCaoWwMHYLHY8cknB6GUCRiclQyrQ4RgFgEByElJwPGyKpSWlbYJ9gIYxg5RlCKQ1ZcZ2MCyFvCCtsvniYIIHqK7EmFB4LkO3rAsA5ZjwMJZieBcFYnWSoRE2tojIeVa/yuBRCpx5kO4ciGkzsqDtPW/CrkULMuCk7A+KxKddWW+uWYNBimVuD8+HhaWhZ5hkS+X4fHEBPyupATbtm3zaBVZrVaYTCb3+QRBwC9vvgkK0YFtz/4R2RlpsFvM+L+PvsT999+PvLw8XHDBBZ0OPYR6OIK0EyNT7+rq6twLzGzatAm33HILBg0ahF/96ld4+eWXQ3uxPtiNv3LlSvz73/8GAGzduhVbt27F5s2b8d///hePPfYYvvzyy4DPScE+SOFsxXcmISEBGo0GY8aMwYkTJ5CRkdFp95NEwiK/fyr656WgsrIJp89UoVnfcUtcZysUkMkk4HkL1FIHhqTLwDAMrDYHzHYRJpsIpUyEwFsQp5HD7uCdwxOCHQIkEMG01iREiAAYMM6fBDg7AJwXav2uYiAIcoiiAIaxQRQZiCIHEQwYAILrKNH1/dj6DSe2+a4TW+8XnVcTRdF5nfN3nT/Ydd3zp4Eoiu5iuQc12lbSGNd//PsycB3Ftk4FYluHNFyJgBIJB6mUhYTjIOEEcFIZpBKpsxIhYaFQSFFU1IyB2v4olCgh2oCkGgPqGAWy5DKoZS04euw4LrtssjsvwmQyoayszB3sv/76a5w+U4xPn7ofo/IycbTJikyVCs/ddSP2ninF66+vDrhV0J3ZENE2O4KEVlpaGo4ePYqMjAx88cUXWLFiBQDn32vok0WDnGfv5+c7kqqqqpCTkwMA+OyzzzB79mxMmzYNeXl5uOiii7p1Tgr23eRwONwZ9ZFOe5BKpe7V7NqP4XaGYRhkZiYgMzMB9Q0tOH2mGjU1zV6PzcnJQeHBQjQazNCqFeAlLDQSZ2u8rLoU14wdgX79UsE7BNgdDsikWRBEETabAw5egMPOw+5wwGEXWv/Lw+4QnImCjCt0suAdDpSUngPPN8PhABITM5CamgqAQc/njouem4uJ7X5vfVxs/bn1EAAAx7KtvQYsOI4By7BgOWc+A8s6KwA8bwDDC7DygNFkhcVihc1ih1KTi3IY8b1UjnTBiDKOhwgGRoGHIj4epWUi1v3ne3AsIJU6hyNkUha19YchlUqwY8dPSE3uD7kyGeca7CjQSiGXOt/NyUPz8eORo4G/EyFIeIyF6ZTkvLvvvhuzZ89GRkYGGIZx7wK3e/duDBkypIdL1/slJCSgtLQUOTk5+OKLL/DMM88AcH4Wu9uopGAfANca9VarNWKteG/MZjNMJlO3E66SEuOQlBiHlhYLzhRXobyiwZ3MBwDjxo3Dtq+24Z3tuzHjolFITNGhur4Fn/74MxQKJS688AJnMJNx4CQsrFY70NqolnAMlAoFZDJJhy9onhfhcPCw2x2ora3FJ59sQm1dE+I5GRxgcQQnkZWZjYsuvhhMMItdhwDLsu6ZBRznbI2zHOPMFWAZsJLW8X6WBdumy57jOgYl3iHAYrXDanPAarXBYrGjpYWD2WICy5oBMOBaW/55/fth//69UPD1SE7UwpGoBVdSg++MRkg5BhdeOLbDssW8IMJksgKwQqnUwGAxgxWtyE7QQtKmi/JMTQMSkzqf1x9OoZ5OqVQqo3KxoBjpxcfixYsxYsQIlJaW4pZbbnGv0cFxHJ544omQXivYymBvrEjedNNNuO222zBw4EDU19dj+vTpAICDBw92e3nx6Pu09ACHw+Huqu8NkxdMJhNqa2uRlJSEEydOID09HTqdLuDzxMUpMHpUHgYPykTx2VqUlNTC7uChUChw36/vw7vvvItVm791H5+YmIB777sXKpXKfZ8oCuDtzVCq4sFJFBAEESajBQbj+b2glXKpc26/lAXHOce2P/jPZqRoWVxQz0MDKyACpbwd350uxMCCdFwyaRLsdh4OhwC73eEcMrDzHv9tW0HpjDNQM2A5rk2gbg3OLNf6M9MaqM8H90Cz/kVRhN3Ow2S0w2q1w2Kzw2p1wGq1w2qxw2p3gHfwzi8mMJDJJVDIZR2+aIYOHYTG+rP47NhR5Ak8koxGHG9ugVkQccedd3QI9AzDQyETMXjIQCQnxeHSSwbgrbeWY/UXX2HZvFk4Y+CRouSw51gRvjl8Cv/4x+8Cel29hat3wbVTIOUS9H6//OUvAThnELnMnz8/9Bfqg2P2//jHP5CXl4fS0lIsX77cvWtlZWUlfve77n2GaepdJ0RRdAd4V6Zzb1RZWYn4+HifW6X6y+Hgca6kDmfP1cJstkIURZw5cwb19fVISEjAgAEFHYKgcxVAA2QytdexOJ4XYTJZYDBaIPACWI5FS0sz3lqzGpfJ5chmWLCZiRBNVohNRvxos6BBo8YTTz7pPgfLMq1DFyxkMglkrdn2DOMcpxcE100ALwjgeRG8wzl0YLPZva4z0F08L8LmDuQ2WK0OWKx22GwOCIIzINnsDtitDtgcDgAMpBLOncTHMAxMRgPM5gYwjAwJianuXoyEeDWyspwLDB36+Wfs378fJqMRWTnZmDRpElJTU8GyDBLiNUhN0SI5WQuGcaCxsRH9+vVzl/GDDz7AI488gv7pybjygnEoLivD1weO4Jpp0/D6G29E5QI7EokkalvzwPlpYv/+LjRT726/tHdPveN5Hs8++yxWrlyJ6upqnDx5Evn5+Vi4cCHy8vJwzz33BH0N13taM/dyaGVBTL2zOZD6/s5e/X6GQnR+csKot7Xiu9J2G8VgSSQcBuSnIb9/qjuZLy8vD2mp8VAqdV5buyzLQqns/APCcQzi4pSIi3NWRnheRHl5CViJCowkDjVgoDYDqaYW6CxN6G8z4uemM5h86TDIZBykUolfi/T4YrfzsFjtsFicwdlqscFitcPs+r31sbY9BXY7D6vF1UJ3Bneb1e6enujicPCw2RzOAG9zVgrlcilkMgnUaoXHutsOhx379u5FRUUlsjJ1aNab4XAwGDd+PMaOGYrk5Dh3S3/0mNEYMXIEBMGOhHgdkpN1SEmOQ1KSFhKJ5/vR/gvqlltuwcCBA7FmzRv44chRJCYl4R//+AduvvnmqAv0LMtCoVD0nb3FY6Qff8mSJVi7di2WL1+O++67z33/iBEj8NJLL4Uk2Lv0xW58AHj33XexatUqnDlzBrt27UK/fv3w0ksvoX///pg5c2bA56Ngj+hpxbs0Nzejrq4OAwYMgMVigVQqDemXeNtkvsqqRhw6dAJmi/djnS1rHizL+f2h0Wp1UKnkEJI04OvM0NVXQ+kwoVGqxlmRRWZCIqw2O9RqedCBHoBzlUAphziN50YUgiDCaLSixWCG0WhBU5MRjY1GNOlNsFodcNjsrTMOnEvSCqIIq80Om9UZ2K12B1iWhVwugVwmgVajBOujvLt370FtTTWSwUFSYYQOQBMjYOfOzRg2NAsM4wzaUgmHpOQ4yKUC7HYjxo0LfE/6MWPG4F//egU8z0ddgHeRy+VQKBTUZR+F3nnnHaxevRpXX301fvvb37rvHz16NI4fPx7ai/XBbvwVK1bg6aefxsMPP4wlS5a4c8Ti4+Px0ksvUbAPVLS14l04jnN32586dQpZWVlh28I0Iz0BGekXo6XFgtNnqlBR6ZnMJwg8DC21UKuTIJF2XM7VuTWuDQaDBS0GC0wmG0SRRUpyOmoZO/JtjUiFEQm8HocMVSi0mvHAvEdRU9OMEycqIJVySErSIClJi4R4/7fQbctmc8BodF7fYLDCaLTAYDS3lqXjv7tKKYNKKYPFYofJZIVgtsJqFeFwCIhTK6BMlkGhcOYhiAAc7pyCNrMPeAFim/epWd+M6qoqpIBDXOu6AhwE5JqbYYQN33+/AwufegwpyTrEx6vaDFH4HoKoq6tDVVUVRozoWCHgeR5Hjx5Fbm5ut3I6eopUKoVCoYjaLnsClJeXe00kcyU5hxQT2S1uI+Ff//oXXn/9dcyaNQvLli1z3z9hwgT86U9/6tY5Y+7TFG2teG80Go07YaOgoKBD0laoORwOaDRyjBmdhyGDM3GmuBYlpbVwOJwterU6CRx3vgx2O4+WFjMMBudYvbeleUePmYBtW/+HExYjSjNVaGy24lBDNa6ZNg2PPvI79xe9zeZAXX0LysvqcfRYGeQyCZKTtUhOjoNGfb6lLorOjHTnNa0wGC0wGCwwGiyw2bv+d+YdAkwmK0wWm/O/Jht4XoBEwkKjViApKQ5xGucsA7/fN7sAB8/DbnNg3/5SOBwGxDNyACyS+iWCqSiBpKUCifYmHDtUi0ED/+HxfIZhumyVazQaZGdne32M4zj069cvJPkckeAcElKGbI8E0nOGDRuGb7/91iOXBHCurDd27NgeKlX0KC4u9vo+yeVyGI3Gbp0zZoI9z/PuefHBbETTG7jmWrqSlsLJarW6k2vUajUUChmGDc3CoIHpOFfiXJnPZIKz5W40w9BigcXqO7iyLIMRw/MxZvQj+OmnQjTUHUO2UoEF11+PyZMnewwHyGQSZGYkIDPDuWiMwWBBWVk9du8uQmOTATwvQCrlwLEcOIl/NXRRFJ2tdrMNJqMVJrMV1tYysywDjUaBtBQt1BoFFIrO94rvjIRjoVTJoVTKoFLIoFTJYTKV4IP/HkYKL4FKFCHhEyEYTBBsFljh8Jjh4NLS0gK9Xo+srKxOr6VQKHzukx0NCUcMw7i77Hvr+GmoxMiQPZ5++mnMnz8f5eXlEAQBH3/8MU6cOIF33nkHn332WUivFen97COhf//+KCws7FBZ+uKLLzB06NBunbNPB3vndKjzG9H0FY2NjSgvL8fIkSNRU1ODuLi4sAV9mUyGvLy8DgHFaLQCogiFQoKysgo0NFhhsXa99gDDAP1ykiGV8jCb9bj++mm4cELHqSQWi621293ZOjcYrWgxWGC12tzHKBRS2O08jEYrDEYzeIcAqYxDnFoBlVrpnvPusAswmZ1DCCaTFWazDXxrF7tzbXkZEuLVUKsVUKk6TodrTyLhoFLKoFTK3XsOKJUyqFRyqJQyr63/pMRrseTvf8ERhwMTIIOjtgEAoIeAElbEH266qcNzeJ7vssvTarXCYrF47aYXRRFNTU3QaDRh7/3pLppK1zfNnDkTn376Kf72t79BrVbj6aefxrhx4/Dpp59i6tSpob1YH+zGf/TRR/HAAw/AYrFAFEXs2bMH77//PpYuXYo33nijW+fsk8Ge53l3V320t+K9iYuLQ15eHgBn4JdKpWEL9gzDIC4uDhaLHZVVzaitbUZtXQtsNmcQEngeMimP/P4psFgE1Nbr0dLSSTYfgOzsJMRpleB5B+QyDaQSDseOnYbNDvA8A6PROabu8HO6nFTKIT5ehfh4Z8vYanWgobEFJWUNMJutcPACOI6FTHp+kR+lUgaNRt5aKVB0mGUglXBQqdoGcjlUKhmUCmdAl0oDT3iLj4/HX556Ck8//TSaWQZ5SjVabBYUCXbk5OZ6zU6Oj4/vcpcrvV6Pmpoar8Ge53mUlZUhLy+v1wV7iUQChULR68pFQueyyy7D1q1be7oYUenee++FUqnEU089BZPJhNtuuw2ZmZl4+eWXMWfOnG6ds8/Ms3e14l0b0ZDg8LyAhkYDqqubUF5eBasNYFn/gpzFYkdtrR5NzSZnkhkvwM7zSIhXQ6WSobnZgFOnzsBisaBgQCYGFWRCIlNAoQh8/rHdzsNkssJosjpb7Ra7R2Ic7+Ahwrm4jlIhhVanQnKiFkmJaijVcigVzkCuahPUJZLwZa9v2bIFr736Khw8j5bmZkyZNg1/+MMfgtrjWxCEqGkZ97mpdH5yzQl/75vQzLO/Y3LvnmcfCa73tO5XU6CVdb/SqLfZkfzmV732/TSZTDAYDK1LiXdf1Lfs+3or3hur1QqDwRDy/clbWiyoqW1GXX0LGhpaWrer5WFoqYFanegz2DsTH3n3QjNgAJmUQ319C/QGCzRqOUwmG44ePYHCg4XgOAYqOYf9+3YgKSEev7rn3i6DvSA4M/vNJpszuJutsNs7Dh2oVDIkJcYhNVWH1FSds5LRGswFQUSz3oiWFucytXEaBZKT46BSRSb4XHPNNbjmmmtgtVohlUp9Buna2lrU19d3uZZ4tAR6mkoXO2P2CQkJXofDGIaBQqFAQUEB7rrrLtx9991BX6uvzrN3UalUXnN6AhW1wd4V4GOxFW8ymVBZWYmkpCScPn0aiYmJ3WoZWq0O1Ne3oLauGTW1LR7j4S4cx0EXf37hHp4XYWkN6Dar3bmBi1UPq10CUexYGdDEKZGTnQylUoZjJ87gwP4DyJZKMThRBW2SEqy1CZtaWvDWm2vwx8f+7NGlbrU6YDbbYDQ5x9stFuemQ6558xqVHFK5BGqlDGlp8UjPSERWZgJ0Wt8fDJ3u/JCH0WhBXV0LTOZ6sCygUSuRlBQHuTy8Hw1/WrYajabLbPzm5mYYDAavSXwOhwOlpaXIyMjwmcQXbtG++h0J3NNPP40lS5Zg+vTpuPDCCwEAe/bswRdffIEHHngAxcXFuP/+++FwODwW3YllY8eO9bviceDAgYDPH1WfPufSrNaYasW3V1tbi40bN6Kurg5FRUUYN26c3+OegiCiscmA2toW1NY2e93q1sVmczjXdLc6YLG1rjRns8Nhb/++C2CZ9jvCnafTKpGdkwiGYVCy5TDUggGjZUmwGR3gzA1IlUhwbV4mNjU04uefDiMrKxe21jXxWZaBTMZBqZBBF6eCVHZ+f/nEJOdmPinJWmi13c9XUKsVULeZwmcwWlBV3Qi73QEGDLRaJRIS4jqsWhesiooKJCQk+My1UCqVXeZidLULVk+2omkqXez67rvv8Mwzz3gsqAMAq1atwpdffomPPvoIo0aNwj//+c/gg30fWVRn1qxZ7p8tFgtee+01DBs2DBMnTgQA/Pjjjzhy5Ei318aPimDvyqiPxVZ8W++//z4WLHgCLIAUjQqvNOqRkZaGd957D8OGDfP6HIPRgtpaPerqWlBfr/dIfOP58yvCWW3ODVvarvPuJIBlLBBEOeB141kWgui91ahWy5GTk+yurVZVVCAHdvQTWmCEBAwvwg4WcTzAChLUN9Rh9JgRHWq3rvXgk5PjkJwUh/h4ddi63jRqhcf8/ZYWCyoqGsALAhiGgU6rDMn1DQYD1Gq1z2Du6rlSqztfTMhXEp9EIukwdScSYmkqXcBipB9/y5YteO655zrcf/XVV+OPf/wjAODaa68NzQ54fSQbf9GiRe6f7733Xjz44IP4+9//3uGY0tLSbp2/1wZ7asV7OnjwIB577DHcNjIfD00eB4tcDb6xBg9vOYC75s/Hd99/D5lMBrudR22dHnV1etTWtcDcOq7tWt/darU5t1q1dFznvXO+Pgyuby/G4zilUoq8fqke3fLqOA0aW/TOx+UAr1ZB0tACa2Mz6pv00Go17uCg06rci+ckJmhCsmxud8TFKRAXdz746/VmlJU3QBRFsCwLnVbl8bi/Bg0a1OUxjY2NaGho6Pa8WsDZ8o9kwJVKpVCpVDE9Lk+AxMREfPrpp3jkkUc87v/000/dq30ajUbExcX1RPF6vQ8++AD79u3rcP8dd9yBCRMm4M033wz4nL0u2FMr3ru3334LeQlaLJk6HhZwsENEvwQtHrn+Siz45Du8vfZj9M8fhpqaZndgt1jtsFnt7jnl3cNCEH11JYvgWAN4QQXXn5NcJkH/fmkd9nafcMEF+OCDD3DGZkOeQgZRLoEAEd/bbJBKRFw7/XLk5qYjOUnbreltkaDVKj2GDZqbTaioaAQAMKxz5zqFIjTd1ikpKV0ug1xdXY2mpiYMHjy4w2OuBZEGDBgQkgQfX1xLONNUOgIACxcuxP3334/t27e7x+z37t2LTZs2YeXKlQCArVu34vLLLw/+Yn2kZd+WUqnE999/j4EDB3rc//3333c7/6bXBXuJRAKO49z7V7ddH1wQBI/7vd36qhPHj+OS7GRwDAs1RIh2K/Y2sigzyqBWDcHOb0+jukbibEkHmZ3qqe176nnOiooKnD59Cg67GQwkyOnXH4MGFaB//1RIpB1bduPGjcfRI0ew4ehR5FpMSKmy4LhFD21OKh6/915cdGH3W7A9RadTQadzBlJRFNGsN6Op2QQGAMuxiNepvVZcjh8/joyMDJ9r1rMs22ULWavVdjomLpVKkZ2dHdYx81idStddMdKLj/vuuw/Dhg3DK6+8go8//hgAMHjwYOzcuROXXHIJALi784MXZLD32XPZMx5++GHcf//9OHDggLuytHv3brz55ptYuHBht87Z64J9MNMovAV/fyoI0VBRSElJxcmiIwAAUQSUEuCiVAEDTE1YfHYbbrv9ckyZehnq61vQ0GiAXm9qXcLWArPJBpPJ4pyDLgIsw4Blne8zyziXmnRWjp33sywDBkxrxUGEhDNCEJQQcb7VdvTYURw/egyJUgkSGRYtohU/FR5EY0MJhg6Z16H8MpkUSUkaLF36JPbu+Rb/2/gRqmtrcemoK3H7HXdg5MiREXsvw4VhGMTrVEC74O9w8GAYgGVYaLVKcByLhISELgOkXq+H2WxGWlpap8f4SuJjWTao+ftdoal0xJdJkyZh0qRJ4b8QyzpvwTy/l3niiSeQn5+Pl19+Ge+99x4AYOjQoXjrrbcwe/bsbp2z1wX7YISiouDqRfC3ohCpfIJb58zBb37zG2w8dhZXDhmAEsgxWDDguX1FiIvTYvbsWUhISMCA/M4DgyAIaGoyoqamBXX1ejQ2GdDUZEKL3gx96zavhhYLzJa2SwuLkEkF8KIDDFgwLAOrxYJTp84hR6lFpoSDXCOFYLYh39SEb4qKsXfvQYwcMRxJyXFISdEiNVmLxMQ4SKXObXAH5N+C6dOnoby8vNPEwr7AHfxbiaIIvd4MQRAhk2tgtwO+euTsdjvMZrPPa1gsFvA87zWJTxAE6PV6xMXFhXSbW5pKR7zR6/V+H9sbF6/pbWbPnt3twO4NfVpbuSoK3WmlRKKicN111+GXN9+MP3z0ES44fA4FqUn45tQ5aNIy8dTChX614FiWRWJiHBIT4wBkdnqc3W5Hba0BdQ3NaGg0orHBiKYmI1oMZrQYrDh8qBwSlkOCRA4rx0CZoAJntyNRKkOqTI5jx47gwgvHwmy2oaSkDiUlde5zcxwLjuPAMDx43obG5uNw2C2QyaRQqzWQSCSQSJy7vUmlHCQcB4mEdW520/qzRMJBIuE6LHPb2zEM4+7yN5vN4Dju/NLCDCDhGCiV51v7SUlJnS6c5HA4sGnTJnz99dcAnLuM3XrrrR7DAjabDaWlpSgoKAjJcso0lY74Eh8f73djy9d00YD1wTF7l/379+PYsWMAgOHDhwe1YyAF+xAIVUXBNZTQWUXhX6+8gunXXov/rF+Pk3W1mDz9etx9990YPnx4SF+PVCpFZmYCMjMTvG6m8re/HULxj1vxSGo6GqGAsYhDvOhMqDxmaILFJsXIEf3A8wIEQYAgiOB5EQLPgxdF8A7eeZ/gXEpXr2+GRCJz7hnPixCE1mMF38MrLMs4KwNSDhKOBSfhWisFrRUCjoNU6qxcSFsrCK7KAsd5ViAime0viiKKioqQk5PjMW2O553b7LpeG8uyXjfVsVgsuOOO27Fr148YP2Io4jQaPLtxI1atWokPPvgQ+fn5AJw74o0Y0XEqY6BoKl3oiCI6XZMikHP0Rtu3b3f/fPbsWTzxxBO466673PPEd+3ahbVr12Lp0qWhvXAfDPY1NTWYM2cOduzY4f6OaGpqwpVXXon169cjJSUl4HNSsO9hgVYU5s6di5tvvhl6vd69JKU/FYXu9ih420xl9OjRWGU2o9JuQX8pD7SeziQIKDQ14I4LRiCvn+8/RofDAZvN1pol3vk0NOeiMSJ4XoAoCnDwAgReBC+0ViR4532iADj41kpEm0qG3S7AZnXAIAit95+vZLiO4wUBoojzeQsMA5ZjIZVKwHFMm4qCs1IhkXJeKwzOXgiuywV4GIbBwIEDO2SucxzrsWxvRUUlmpv1yM8fAIZx9YqweOmll1B4sBAfvrIcE8eOch5bU4u5j/wFDz/0ED759FOPawWDptIRf7XNrP/b3/6GF198EXPnznXfd8MNN2DkyJFYvXo15s+f3xNFjBp/+MMf0NLSgiNHjrin3h49ehTz58/Hgw8+iPfffz/gc1Kwj0Imkwnnzp1DfHw8zp49C61WG3BNz98ZDlKpFGPGjPGoTEyfPh05WVlYVF+PhxPikZmbi5baWqysrYWd4zBvXscEvfZaWlpQVlbWZcuTYRhIJEzIV7DrirOSIYDnRXclg3c4KwuC6PyZFwRYLQ44eKu7IuGqZDAMWpMgWXfi4/kkSBYswwCM2dmCb02SdLXmpa09FSqVEnK5zL10r7PywmPdunWYc/0vcPGYkWg0mGC125GZmoIFv7kL9yz4G06ePIlBgwbBZrOhqqoKGRkZAU+Jo6l0JBi7du1yT7Fra8KECbj33ntDe7E+2LL/4osv8NVXX3mssTFs2DC8+uqrmDZtWrfOScE+Cul0OowbN87dvdqdRClXS607LTZBEPDp55/j5htvxIOnTiGXYVFTUwOtWo11b7+NgoKCTqdOtn0NKpXKuYxuSQlUKhWSk5MDLku4OCsZHMKRgyaKIqqrqxEfH99hzqyrwuBwCJDLleAFEUajxT17wm53oKGhCSMGDQAvCLA77LA5nOOfIwcXAHBOiRw0aJB7Kd1AZprQVDoSCjk5OXj99dexfPlyj/vfeOMN5OTkhPZifTAbXxAErxVtqVTa7aRwCvZRqG1LODs7O6zX4nkexcXFyMjIcGd8syyLQYMG4efDh7Fz504cP34cmZmZ+MUvftFl8pa3HgWdTuceE+5syKEvraLoyoNQq9Udgr2zde8cDrDZbGAY0eMYhUKGjIxU7Dt8BHOum4rU+PMJeXt+ck7NzMvLA+CcGte/f3+/y0VT6Uio/OMf/8DNN9+MzZs346KLLgLg3Ajn5MmT7nn3pHNXXXUVHnroIbz//vvIzHQmU5eXl+ORRx7B1Vdf3a1zUrCPQiaTCRUVFe4vdYZhQjq1yl8Mw+Dyyy/HZZddBpZl/RofdgUSi8WC+vp6ZGdnu19HVwLJR2g/I6I3YVm2y21rAaCurg5Go7HDKlrz59+F559/HpeOG40brr4cLMvi8MnTeHblm5g8ebLf76cLTaUjoXbttdfi1KlTWLFihTubfMaMGfjtb38b+pZ9H+zGf+WVV3DDDTcgLy/P/X6VlJRg5MiR7nn3gaJPd5Q7fvw44uPjw9bC5zgOBQUFnT7O8zx++uknDBgwoNMNWbyx2WzQ6/UQRREOhwMsy3ZZYQmmxRmNFYXU1FSvPRq//e1vcfjwYTyw+Dms+vBzxOvi8M33uzBo0EC89NJL7uNMJhNOnz6NQYMGee2Wp6l0PSBWltADUFxcjLNnz6KyshIffvghsrKy8O6776J///649NJLQ3ehPhjsc3JycODAAWzbts1dWRo6dCimTJnS7XNSsI9CKpXKHYD79esX9haZK+B5a7mzLIv8/HyfO7N503a3tuPHjyMuLi70Nf42wlFRaF85aPuzr4qCIAgoKipCZmYmNBpNp9ft7N9VIpFg5cqVuOeee/D555/D4XBgzu134tprr/UY55PJZMjKyuow9kdT6Ui4ffTRR7jzzjtx++234+DBg7BanVNKm5ub8eyzz2LTpk09XMLe7+uvv8bXX3+NmpoaCIKAgwcPYt26dQDQNzbCIf5x7WYW7l2jHA4HfvrpJ+Tn53tduCcUS7Lm5ub2yDCEv7pbUeisB4HneSQnJ0OtVkMul3c6dbK5uRl2u73TxMULLrgAF1xwQafXl0gkHTbSoal0PStWGvbPPPMMVq5ciXnz5mH9+vXu+ydNmoRnnnkmtBfrgy37v/71r/jb3/6GCRMmICMjIySVcgr2UUiv1+PUqVMYMWIEjEYjZDKZzxZiMDiOQ15eXqe7pgmCgIaGBsTFxQWUwd3U1ITS0lIMHz48bGXvab6Wbx4wYIDP54qiCKPRCIfDgbi4uE57FMxmMxwOB1QqVYceBYfDAZPJhLi4OPe4PE2lI5Fw4sQJTJ48ucP9Op0OTU1Nob1YH8zGX7lyJd5++23ceeedITsnBfsopFQqkZeXB4lEgurqamg0mrAFTIZhOl2yFXAG+3PnzmHAgAEBBXuZTIbExEQwDIOGhgZIpdKY2dtaFEVYrVZIpdJOezQYhvErD6OmpgYWi8Vjs5y2PQPV1dXuXgRCIiU9PR1FRUUdkkW/++479wqPIdMHW/Y2m829O2Co9L4qDemSVCpFUlISOI7D0KFDwzrWLYoiGhsbYbPZvD4ukUgwbty4gJLzAGfeQVZWFhiGQXV1NZqbm0NQ2ujgcDhw5MgRGAyGoM+VnZ3d4cvTtXBPfHw8xo0bF/a97Alp77777sNDDz2E3bt3g2EYVFRU4N///jf+9Kc/4f777+/p4vV69957r3t8PlSoZR+FHA4HWlpaoNVqwz7WLQgCzpw5g/z8/E6ztrsznuRaLlepVHqsEhULJBIJBg8e3GGOfXtlZWWwWq0+u/x9JWc6Fwaij3hvEitj9k888QQEQcDVV18Nk8mEyZMnQy6X409/+hP+8Ic/hPZiDIJs2YesJCFjsViwevVqfPXVVxg1alSH4bcXX3wx4HPSN0EUslgsOHPmDIYPH47y8nIoFAqkpqaG5Vocx2HMmDGdJnS5KgPp6ekBDSXo9XoUFxdj7NixMZcRzjCMX++VK4HPl/r6evA87/Xf32QyoaamBjk5Ob06ATKmxEi0ZxgGf/nLX/DYY4+hqKgIBoMBw4YNC89wYx/sxv/5558xZswYAMDhw4c9Huvu9yUF+yikVqvdAZjjuLBnVncVKLrzx6fVajF06FAwDINz585BqVSGrcLS2/A8j5qaGiQmJvoM5v7McrBYLHA4HF4fEwQBVqu11y0qRGKHTCbDsGHDeroYIdfS0oKFCxdiw4YNqKmpwdixY/Hyyy/7nB0TiLY7CIYKBfso1HbFvKysrLBeSxAEnD17FqmpqV5r5SzLdplZ7o1z33qJ++dYankKgoCamhpoNBqfwd4VqH119/v699doNBg8eHBQZSWkt2NYFkwQDZ7uPPfee+/F4cOH8e677yIzMxPvvfcepkyZgqNHj4b9O7m7KEEvClmtVpw5cwY2m611l7XwrhvvcDh8XqM7K82ZzWZUVFRAEARkZWX5zPjva6RSKUaPHt3l7IOKigqcO3cuQqUiJFox57vyu3MLcNDebDbjo48+wvLlyzF58mQUFBRg8eLFKCgowIoVK8LzEkOAgn0Uci0xK4oiTp48iZKSkrBdy7XpjVar9fo4z/M4cOAAGhsbAzqv1WpFfX29+xx9aaObUMnMzES/fv18HnPu3DkUFxd7faypqQkHDx4Ez/PhKB4hfYper/e4uVb9a8/hcIDn+Q49bkqlEt99910kitotFOyjkEKhcK93npmZGfBe9qHEsizy8vK6tVzuyJEjwbIsTpw4gbKysjCVsPex2Ww4duwYjEajz+NcS9r6otVqodPpvD6mUCiQmZkZcwmQvZoYohs5L5hWfZvkvpycHOh0Ovdt6dKlXi8XFxeHiRMn4u9//zsqKirA8zzee+897Nq1C5WVlZF85QGhMfso11mLO1REUcTBgweRl5fXYelVoOtFd/yRnZ0dU1PEWJaFSqXqMk+hoaEBoij6fH99JfEpFIouKwsksmIkGT+yQpSNX1pa6vF96iuf5t1338WvfvUrZGVlgeM4jBs3DnPnzsX+/fu7X44wo5Z9FDKZTDhw4ABMJhP0en1IFmfxJTs7u9OFWURRRENDQ6eL7nSmubkZR44cgSAI0Gq1MbXwi0QiQb9+/boMxAaDAXq93ucxFosFFovF62N2u929syAhxDetVutx8xXsBwwYgJ07d8JgMKC0tBR79uyB3W4P/eqAIUTBPgrJZDJkZ2dDKpWisrIStbW1YbsWwzBITU3tNDCJooji4uKAKxxSqdRdi25qagp7haU3EUXRnVzpS25uLvr37+/zmLKysk6HQFpaWnDq1CkK9qRvc62NH8ytm9RqNTIyMtDY2IgtW7Zg5syZIXxhoRU7fad9iEQicc9JHzRoUNiv19zc3Om+5yzL+lx0pzMqlcrdmq+oqAjr+v69jdVqxZEjRzBo0KCg9wPIzc3t9DFXXgSN2ZM+rQcW1dmyZQtEUcTgwYNRVFSExx57DEOGDMHdd9/d/XKEGQX7KGG32yEIAliWhSAIMBqN0Gg0kEqlYf0yF0URRUVF6NevX6dbrXZnjjzP87Db7ZDL5e7FdWKFTCbDwIEDoVQqfR5XWloKURR9BvTOljAGnBUxX4+TyKMx+zDogWDf3NyMBQsWoKysDImJibj55puxZMmSXr2rJAX7Xs5ms8FqtXqskmaxWHDq1CkMGDAALS0tYFkWaWlpYFnWva1q+1v7x/xtiTMMg1GjRnUa0F3d+J0tutMZvV6PM2fOYMyYMTG1oA7gDML+JFYqlcouu+Dr6uo6TZI0GAxoaGhATk5OTFWmCAm32bNnY/bs2T1djIBQsO+lrFYrrFar1znSCoUCGRkZeOutt7B3714AwEUXXYTbbrut02lY3nRWEfBWSXDto+6tktCdefJxcXEYPHgwWJZFaWkpFApFj04hjCSHw4H6+nokJib6bAl01pPSlsFgAMdxXoO9w+Hocnof6QERbpqvWLECK1aswNmzZwEAw4cPx9NPP43p06d3+dz169dj7ty5mDlzJjZu3BjegnZXH1wbPxwo2PcirsQti8XiM3hWVFTgpptuQk1NDa66YjJEUcTy5cvx7rvv4qOPPkJGRobf13MFcV/Ky8sRHx/vnkvvCviuioBrLrfZbO604tC+kiCRSNw9AbHW6nQ4HO48BV/B3mazgWEYn8e03y+8rfj4+IC3HibhFvmO/OzsbCxbtgwDBw6EKIpYu3YtZs6ciYMHD2L48OGdPu/s2bP405/+hMsuuyzI8oZZkEl2QT03ilCw7wX8DfIuCxcuRFJiIta99Try++cBoojSsjLcNHceFi1ahNWrV4e0fBaLxaOHwVXGQFvzbSsJVqsVLS0tSElJQVJSEliWdQe37gw3RBOFQoGxY8d2eVxJSQkYhunW3gOEuMyYMcPj9yVLlmDFihX48ccfOw32PM/j9ttvx1//+ld8++23aGpqikBJSThRsO9Boii6u+v9DZyNjY3Yvn07nvzzY8hMT0fxuRKwDIt+uTl44Nf34OlnlqKpqSmkLbqugs3hw4eRlZXV5S5tbSsJRqMRFRUV0Gq1XQb0QHIR+lIlwZ8NNYqLiyGVSpGdnd3hsfr6epSXl2PUqFHhKB7pYe3XYJDL5V1uiczzPD744AMYjUZMnDix0+P+9re/ITU1Fffccw++/fbbkJQ3bKgb3y8U7HuAa+tRf+Zat1dfXw+r1YpRw4dAoVQgJSkRro0cBg0sAM/z+PzzzzFhwgTk5OREZLGazMzMgK+j1WrdW18WFRVBpVIhMzPT67HdXTe/t1YSrFYrzp492+XCOl1l6wPOne06S3CMpW2Do0YIe/FzcnI87l60aBEWL17s9SmHDh3CxIkTYbFYoNFosGHDhk63nv3uu++wZs0aFBYWBlnQCKFg7xcK9hHkCvLB7DHuCqzf/bALF14wwSMD/tsffoRCoUBZWRmqq6sBAImJicjKykJ2djZycnK6NZf98OHDyMzM9LpcrusawUhLSwvLcrmRqCS0HZrwF8MwkMlkXeYqNDQ0gGVZn700vpIa265lQPqeQJZ3HTx4MAoLC9Hc3IwPP/wQ8+fPx86dOzsE/JaWFtx55514/fXX/UoQJdGDgn0ECIIAi8UCm80W9GpmKpUKc+bMwbZvvseAAfm44VpnRu3nX3yJ1W++jRtuuAEXXXQRysrKUFNTg4aGBjQ0NODQoUMAnElb2dnZyMrKQk5Ojs8pYB9//DFWrngNNbV1EHge111/Pf74xz92+BLQ6/VQKpUBzTE1Go2orKxEfn5+0AvLhFqoKgmuCkD7SgLLsujXr1+nwV4URWzbtg3btm0Dx3GYMWMGLrzwQq/HW61Wd+WhPbvdDpvNFvAmRSQ6uJZ19YdMJkNBQQEAYPz48di7dy9efvllrFq1yuO406dP4+zZsx7j/K7Pg0QiwYkTJ3pfDgkl6PmFgn0YhTLIt7VgwQI88sgjePixBXj6789CFEXU1zfgmmuuwbJly9w1fIvFgvLycpSXl7tb+01NTWhqasLhw4cBOL8wsrOz3RUA17j7v/71LyxbtgxTxgzBvGsnoay+Cf/e+DG+2bkDn32+yWN8/ty5c8jOzu5yzL4tjuOgVCrBMIx7+pg/3da9WSCVBJ7n3d3vbSsCBoMBc2+9FT/8+CNSZDI4BAHLli3DjTNn4p333oNcLncfCzjH7BUKRYesfIfDgS1btqC2thbTpk3za/yfhF9vWVTH1cvY3pAhQ9wNA5ennnoKLS0tePnllzsMHfQKDILsxg9ZSXo1CvZhwPO8O8iHg0qlwqpVq7Bv3z58/fXXYBgGV199NcaNG+dxnEKhwIABA9w1cZvN5g785eXlqKqqgl6vx9GjR3H06FEAzjFgrVaLF154Ab+bPhkLbrkGBrsAGctgzmXjMW3xq3jjjTfw2GOPua8zdOjQgBfGUSgU7gBUVVUFpVIZMwHJbDajqKgIAwcOhEKh8KgkPP7nP+PoTz/hxcwMXKBQQACw3WTCc1u24O9//7v7fXcF/MTERHAcB4PB4K40bN68GY88/BCqa2rBcRxsNhtuv+02vLZiBXXrx6AFCxZg+vTpyM3NRUtLC9atW4cdO3Zgy5YtAIB58+YhKysLS5cuhUKhwIgRIzye7xpGan8/iS4U7EPI4XC4E+/CSRRFmEwmjB07FhMmTPD7eTKZDP3793dvrmK321FRUeHeTKWqqgoGgwE//vgjHA4H7p/unF971mBDhlKC3JRE3HDBCHz22acewb474+2iKMLhcEAqlfa+bsEwk8lk6NevX4eu98bGRvzvf//DfXFxuFCpRH1yMjiexxSGwTGrDWvffBO//vWvERcXB5ZlIYqie+jEbrcDAPbv34+77roLV44YiIfuvxVp8Rps2ncEyz7+H+x2O1597TW/kxXbP0aiU01NDebNm4fKykrodDqMGjUKW7ZswdSpUwE4p3hG9ewVStDzCwX7EHA4HLBYLO4v3HDjeR5nzpxBXl5eUOPdUqkU/fr1Q79+/QA4X0dlZSWam5vBMgzUCudwwCCtDFzrByJOqUBzYxMOHDiA7OxspKSkoLy8HAkJCQGNDbe0tODcuXMYNmxYzC2Xy3Gc17HWc+fOwe5wYGzr+y6x2cGKzlb/OIUcH9XW4Z///CfUajXkcjkUCgUkEgmUSiW0Wi0UCgVefukl5KclY/UDc2ERGBgcAn419RLIZVIseOd/+PPjj/tca78zgSQrUiWhd1mzZo3Px3fs2OHz8bfffjt0hQkHCvZ+oWAfBLvdDqvVGrEg7yKRSDB48OCQb7ogkUiQk5ODOXPm4I033sBnew/hxoljIOOcX+JWmx2f7z2M1Iws9xeEXC5HfHw8cnNzMXDgQKSlpfn1Ba9SqZCXlweO41BVVQWZTBZ0Vn+0cDgc0Ov10Ol0HhUd1zS5szY7Bspk0Omb3Y+dsTsg5Tj3VD3XrI72jhw+jN9ecwkkHAeb3QGjXQCUwKyLRuGJtRuxZ8+ebgV712qLgaJKQju9ZdC+L2GCTNBjorhXIwAU7LvBbrfDYrF4bE4TaeHazUwQBJSWlqKgoABPvPsJ9CYLpo4dgrK6Jrzwv69RZzDhsfvug0QiQXl5OaxWK6qrq1FdXY29e/dCJpMhMzPTnfSXnp7utYtQIpHA4XDglVdeQeHBgwDD4Morr8TNN9/sc+55X+DKnVCpVB7BPjMzE2NHj8Zbx45htEKBVInzsWK7HR+bTLjpl7/EY489BovFArPZDL1e7869qKurg8FggEQqQZPRDABIVEiQ2PpWNhpMAPybux9KwVYSXMEfOJ/IyHEc7eZHSIAo2AegNwR5wPkFWllZicTExJAGRovFgk8//RSlpaW49tprcejnn/H0+5/jqX9/CgBITkrEO+++i0svvdRdjpqaGpSWlrqz/i0WC86ePevedEMqlSIjI8M9zz89PR0cx+HkyZP49X33oaT4LIawHOwAHt+8Ge+sXYsPPvzQ7ylF0UilUmHkyJEd7j927BjGTZiAD4qKcEdlJS6Uy2EDsN9iQcGAAXjsscdw5swZd45FdXV1h0A6fMRIfPjDQfzmmknISIwH4Px3evXznVCrVLjiiivC/wJDoLN9G6RSaZerxPVm1LAPA+rG9wsFez+41q33tgNdTxBFEUajMaQBsampCRs3bkRDQwNkMhluvPFGPP7446iqqsKBAwfw9ddfIyMjw2NNd4ZhkJaWhrq6OkyePBnx8fGoq6tDaWmpO+PfbDajpKQEJSUlAJzj1RkZGXh37VqkqtW4Jy4eCa3fXqUOJV48cQLLly/HM888E7LXFg1OnjyJL774AvHx8Vi6fDnKysqwc/t2iA4H5o0ciQEDBmD9+vUdgrtGo0F6ejoGDRqE7Oxs3Hnnnbjuumsx/e8rcdtl45Gmi8Pmg8fw/dEiLFmyJGrn3DMMA6VSGdWBnoQJBXu/ULDvhGtzms62me1JLMti4MCBITtfRUUF/ve//8FsNiMuLg6zZs1yr8yWnp6Oa6+9Fk1NTaiqqkJxcXGHKThpaWnuOfMpKSlISUlxTwOsr693t0RLS0thMplw6NAhHCgsxK+VcUiQyWHIzQFntSKnugZXOKRY//77uO222zwS0RQKhXuOebSzWCyorKxEdnY2pFIpioqK8Pnnn0MURfTr1w9JSUkwm8245NJL3cG9sbERAJCQkOBeECknJwcmkwlyudy9tbFGo8Gnn36Gf/zjH3h7wwYYjEaMGzsWa9aswS9+8Ysee83BkEgkUKvV0Z0xTkgPo2DfTqA70EW748ePY8uWLeB5HmlpaZg1a5bX1l///v1RVVWFM2fOdAj2vpbVTEpKQlJSEkaPHg3AGbQ2b94MAMjinH9+8oZGMIKzQpXFSmA2t2Djxo1ehyhkMpk78LevCLS9z9tj4ViSN1Bffvkl/rN+PUxmMxLi4zHhggs8dhQ7d+4czp075/7dteKhK7i3X+7Y2/LHaWlpWLZsGZYtWxa21xEJDMO4/w0J6RTDBpdkRwl6saU7O9D1FEEQcOLECWRlZQXVlb979258//33AJw721177bWdZvjn5+dj165dKCkp8Vj9DXAufSuTyfyaHZCQkICrr74aGo0GZ7MzkVZdC6nB4H78BO+ATqNBfn6+O0ei7doFNput2+sYcK3Z7IFWEhQKRUgSwp588kmsXbsWKawU8QLwEyvgf598giuuuALjx48HcD64uwJ8V1Mr7XY7WJbtc9MXOY6DSqXqFRW0kKJB+9BjGectmOfHgD72SQpcMDvQ9RSWZZGYmNjtAMTzPL766iscOXIEgHOt7MmTJ/vsIk9LS4NarYbRaERZWZl7bj7gXLLV10Y53s511ZVX4ofDh5HosGMgw0IEsMduw/d2Cx596E+YM2eOx3NclTGz2eyulLkqAq6f2//e9mdRFMHzPIxGI4xGY8DvmauV2b5i0FnlQC6Xg2VZNDU1obq6Gjt27MDatWtxIeQYLEgBloEoCDgAG3bu2IH58+dj4sSJAa+bcObMGWi1WmRkZAT8mnoruVzuHhYihIRGzAb7aAzybaWlpXXreRaLBZ988gnKysrcy+z6u995//79cfjwYRQXF3sE+0GDBgXcAlu6bBnuuO02vFBcjESJBAIYNDnsuOGGG/D73/++w/HBdum6hmbaVw7a3uet4uBKzBRFEWazGWazuVvX/+abbxDPSjBIkIDVqCHLz4X1eBFG24AznIjDhw9j2rRpAZ83Nze3z7TqWZaFSqUK+foRpI+jbny/xFywD8U2s72B2WyGTCYL6Iu+qakJGzZsQGNjI2QyGa6//voOG6j4kp+f7w72badwdaeHIT4+Hh9v3IgFCxagqKgII0eOxC9/+UuMGTMm4HP5QyaTdbsnxLUMcvuKgNFoRF1dHRoaGtDc3OyzImAyGhEnAAwYCFYr7KUVEB08JGCgZjnU19d3q2zRvnmQi0wmg1KppCQ8EjjKxvdLzAT7cO1A11OKiooC2mmuvLwcn3zyCcxmM7RaLWbNmhXwftW5ublgWRaNjY1obGx0X7uiogI6nS6gaV16vd6dd5CTk4M//OEPvbaFKpFIIJFIIJfL0djYiNOnT6OiogKNjY1+/y0lp6TgcGkZHIIIid0BvtG5Op4RAhodNgwaNKhbZWtoaIBCoYjaDW5YloVSqaRFcggJsz4f7Hmed3fX94Ug7zJw4EC/uzuPHTuGL7/8EjzPIz09HbNmzepWcJDJZMjOzkZJSQnOnDnjTiozmUwBn0+lUrm75F07t/UWPM+jubkZtbW1KCkpQXV1NZqbm70uT9ueVqtFQkIC4uPjkZCQ4L7NnDkTV111FX4QbZggSqECixYI+IGxQaFQ4KabbupWWevr66HT6aIy2NOUOhIStJ+9X/pssA/3NrM9zd+x6127dmHXrl0AnBWE6dOnB5XhnJ+fj5KSEhQXF7uDfUFBQcDnkUgk7kQ515rwkabX6929FI2NjWhoaEBdXV2XCXwcxyEuLg4pKSlIS0tDYmIiEhISoNPpOn1v4+PjsWrVKvz+97/HBosZaokULXYbVAolZs6ahYMHD2Ly5MkBv4ZQrrcQKTE9pY6y8UOPuvH90ueCfaR3oOspVVVV0Ol0nY7Z8jyPrVu3uvepv+CCC3DZZZcFfd3+/ftjx44dKCsrg81m63b3q91uR1lZGQC4F/AJB7PZ7A7kbQN7U1OTX4slSSQSxMfHIz09Hfn5+cjOzu52kPrFL36BAwcO4JNPPkFVVRX69++PgoICbNu2Dfv27YNWqw1bzkJv0Wen1JGeQwl6fukzn7hYCfIuzc3NUCqVXoO9xWLB//73P5SXl4NhGEyZMsXrWuzd4eqWbmxsxLlz5zBw4ECcOHECqampfucPGI1GfPrpp9izZw+sVitmzZoVVJlsNluHQO762Z+u97aUSiWys7PRv39/ZGdnIz4+PqiytafVanHHHXd43Ge1WvHdd99h+/btiIuLw4ABA/w+39mzZ6HT6fx+73uSqzVPU+oIibyoD/Y9tc1sTxs8eLDX+xsbG7Fx40Y0NjZCLpdjxowZ3drS1Jf+/fujsbERxcXFGDhwYEAb8nz55Zd48Pe/h8FohEbCocXBY+/u3Vj77rsYOnRop89zjaO37XJ3BfWuut1dy+x6m4Gh0Wjcq9OFI7j748ILL0RTUxMOHz6MTZs2Yfbs2X5PrQx0RkZPoCl151EvfhgwCLIbP2Ql6dWiNtj3lh3oepOysjJ88sknsFgs0Gq1uPHGG5GUlBTy6+Tn5+PAgQM4c+YMAP+74c+cOYPf/PrXuEgqxe+zspAm4VBks+G5pibcMXcuvtu1C3a73aOV7rrp9XqfCZYqlQrx8fGQy+XuxXNcXfVtW/e9Ibh7M2XKFBgMBpw9exYbNmzAbbfd5tfqiJmZmREoXffRlDoSdpSg55eoC/auzWliPcifPHkSqamp7mB19OhRfPnllxAEARkZGZg5c2bYMrSzs7Mhk8lgMpncuQNSqbTLcdi1a9dCzTB4KikRUChQk5CA/rW1WJTI4o7yCjz44IM+W/cymcwjw12r1bpb/FVVVaioqOgwDq9Wq5Gbm+tegra3dnezLIvrr78e//nPf1BbW4uPP/4Yc+bM6bLHxOFwgOO4Xtc1TlPqCOldoibY97ZtZnvKt99+ixWvvYby8nIAIqZfex3Gjx+PQ4cOAXCuZveLX/wirAlQLMuiX79+OHXqFIqLixEXF4f09PQu5+0fPXQIYyUSyFkWVsDdH5ktkSBbLkd1dTWGDRsGhUIBrVaLxMREpKWlIS0tDQkJCZDJZKiurkZpaSlKS0tRWVnZodKnVqs9Wu69Nbh749paeN26dWhoaMCnn36Km2++2Wer2JUvEc4kx0BJpVKoVCpqzXtD/fihR9n4funVwb43bzPbE95//3386U9/wpisZNyUn4FKvRlrVq/Ef+K0mD1nLi677DJceumlESlL//793cH+pptu8ms8VqZUoqx1aWK5zYbUmmoAgFkQUO9wIE+p9FiWtrq6GseOHYNEIgHHcV7XSnAFd9fGMdEU3L3RaDS48cYb8Z///AelpaX48ssvfW5N269fv17Teo7pKXWk51A2vl96ZbCPtW1m/WEwGLDo6YWYMyIfy6+5ADaw4CDirnEDcf17W9Hc3ByxQA84x+0B5xRAQRB8Jok1NjY614aPj8cOiwVfGY2Y0rraniiKWNush1UQcP/998PhcLgXsbFYLACcXdWdDdvwPA+9Xo+KigqYTCb3Yjau8ftolJKSguuvvx4bNmzA0aNHodVqcckll3g91tsWtz1BIpFApVL1+mRBQmJVrwv2rkDv2kaVZVmIoghRFGM68G/btg1GkxmPThoBhmFQJCqQBjsGJekwa0gudn79NcrKyqDVahEXFxf2MVyVSoW0tDRUV1ejsLAQo0eP7rBcrtVqxe7du3HgwAEIgoABAwbgskmT8Mz332OTyYT+nAQ/OewoMlswc+ZM/Pzzzx2CulKpRGpqKrRaLWQyGSwWC5qamtDU1ASj0QiLxYKKigpUVFR0KKNSqXSP77ump7kqA72lNdyZvLw8TJ06FV9++SV+/PFHaLVajBgxosNxjY2NUCqVPdqapil1pEcxQW5xGyN/t70u2DMM47NFJgiCO/C3rQS4fvZ2X19gMBjAMAyS1c4v9f6wwNVxnqJWoqm4Gv/9738BON/DuLg4aLVa6HQ6rz+HYjw1MzMTW7duxcmTJ5GZmYkZM2Zg7NixEEURR44cwbfffuveHCY/Px+XXnopZs+ejffffx+bPvsM3zQ0QJeWhlvGjkVubi4cDgdUKpVHt7yvbXPtdrt7+p2rAuD62Wg0uocDuqoIxMfHe/QI9JaKwIgRI9Dc3Izdu3fjq6++QlxcnMdug4BzX4L09PQeCfYsy0KtVtMCOQGhQfuQo258v0Tdp9QVpPztLmwf/NtXDLz93hu5gugXp8owY3AuVIzzA8+LAjYXlaN//gAkJCRAr9e7u7b1er17lbr2NBqNRwVAp9NBq9W6b129v0VFRXj0oYdQV1+PAoUCu0URq1atwk033YQLL7wQtbW1AIC4uDjk5ubCYDDg/fffh91uB8dxmDFzJgBn0HUl1HUV3NuTSqVISUnxmpxms9ncFQDXzTU332Qy+awIuKbxJSYmevQI9ERFYNKkSdDr9Th27Bg+++wz3HrrrR6JkMOHD49oeVxkMhlUKhW15gmJElEX7APFMAwYhgmoJdsbew+GDRuGKyZPxl+27YUgipg2IAuVLSb83w+HcbpBjw1r/o4JEyYAcK5Q19zc7A747W8OhwMGgwEGg8FrsAOciW9tg7/rptPpoNFocO8990BjMuLlrExkSCTgRRGfG4x48eOPYTQaMXLkSLAsi5aWFhw5csR9Xldwz87ORm5ubkDBPRAymQypqale1913VQS89QiYTCb3rbOKQGc9AuFaNGbatGloaWlBWVkZNmzYgLlz5/bYWD1NqQsSNexDj7Lx/dLng3139Nbeg9dWrsQffv8Afv/Zdvd9CfE6vPrqq+5ADzgDtVqt7nTBFbPZ7LUy0NzcjJaWFthsNhiNRhiNRlRWVnZ4fllZGU4VFeGltFRkSCSoysyCuqUFNzAMfjCbcaiwECNGjADP8+7lZ10t93As8hMoXxUBq9XaoUfAtbCP2Wx2VwScUx89qdVqj+DftkIQTEWA4zjccMMNWL9+PRoaGrBx40bMnj0bMpkMxcXFSEpK8msBnmDRlDrSK1E3vl8o2IdAoL0HvioBvnoPdDod3nn3PZw8eRI//fQTdDodJk+eHPB4rWtN/fT0dK+PWywWjwpA2wpBS0sLmpqaAAAjWnMrlCYjpHbn7oIjFXIc1utx1VVX9ZrgHgi5XO6e29+eqyLQtkfA9bvZbHZXkDqrCLSvBLj+68+Yt0KhwI033oj3338fNTU1WLFiBc6cOYPq6mpIJBxuuGEmbr755rBkwzMMA6VSGbWzG0gfxwaZoBfMc6MIBfseEMzQgiiKGDduHMaMGRO23ANXdnVnW89+/fXX2LJlC07abBgml0PXGvwB4ITNjn79+vXJ3dt8VQTazhJoPzTQtiLgLYdCo9F4DAm07RFoWxHQ6XSYNWsWFi9ejM8++ww5mem4/IJxOFdeiUceeQSbN2/C66+/EdKEOZpSR0jfQME+SgTaddrd3gN/XHHFFcjNzsYr9fV4NikR8RwHURSxw2TCdyYTnpk3rzsvMaopFAqkp6d77S1pWxFo3ytgNpvd+ROdVQTa9gRwHIevtm7FrKlX4KWn/ggGLFiWwdc/7sX8xxbhww8/xJw5c0L2mmhKXYjRmH3o0Zi9XyjY91HB9h74qigIgoDVb7yBubNn49bKKoySyVAP4IzZjBuuvx533nln+F5YFOqqIuBtWKCpqQkWi8VdESgtLQUAHD58GFabDQsfuA8SToKfi8uQnZyAqydeiCsvnoAP/vvfoIM9TakjUYXG7P1Cn2biFkjFYPLkyTj4889Ys2YN9uzZgzytFstuuQVTpkzptOegt05r7EkKhQIZGRnIyMjo8JirItC2MnDs2DGoVUqkJTtnMeSmJEKpcCb/9c/JwjcHDgdVHrlcDqVSSa15QvoYCvak21JTU7FgwYKAnhNI70FfWhSpO7xVBBQKBTZt2oSDR49j7LAhiNc4dzYUBAHf7D2IoSNHd+tatOc8iVoRTtDjeR6LFy/Ge++9h6qqKmRmZuKuu+7CU0891asryRTsSUSFK/cgVnoPrrjiChQUDMDDz7yAfz79GEYPGYTG5mYsXfU2ThWfw/P/eDngc9KUOhLVGCbIbvzAAvRzzz2HFStWYO3atRg+fDj27duHu+++GzqdDg8++GD3yxFmFOxJrxbu3INo6z1gWRZr176DefPuxLX3PIikxAQ061vAcRyef/55XHDBBX6fi6bUERK4H374ATNnzsR1110HwLmPxfvvv489e/b0cMl8o2BP+pxw9B60/7kn5eXlYfv2Hdi2bRuOHj2KhIQEzJgxI6DVCGlKHekzQpSNr9frPe6Wy+VeK8KXXHIJVq9ejZMnT2LQoEH46aef8N133+HFF1/sfhkigII9iXmh7j3o7OdQ4jgO06ZNw7Rp0wJ+rkKhgFKpDGl5iJ9o6l3ohSgbPycnx+PuRYsWYfHixR0Of+KJJ6DX6zFkyBBwHAee57FkyRLcfvvt3S9DBFCwJ6QbQt17EIkNmTiOg0qloil1hHhRWlrqsex0Z8Nb//3vf/Hvf/8b69atw/Dhw1FYWIiHH34YmZmZmD9/fqSKGzD61BMSAT3de0BT6kifFaJsfNdmX1157LHH8MQTT7jXsxg5ciTOnTuHpUuXUrAnhAQuVL0HLMvSlDrSd0V4UR2TydThs8lxXI/n8nSFgj0hfUR3eg9IhNGYfehFeLncGTNmYMmSJcjNzcXw4cNx8OBBvPjii/jVr37V/TJEAAV7QgghxE//+te/sHDhQvzud79DTU0NMjMz8Zvf/AZPP/10TxfNJwr2hBBCohfLOm/BPD8AcXFxeOmll/DSSy91/5o9gII9IYSQKBZkNz5iI2mVBvcIIYSQPo5a9oQQQqIXbXHrFwr2hBBColeEs/GjVWxUaQghhJAYRi17QgiJEEZ03oI9B2kjwtn40YqCPSGERAytqhNy1I3vl9io0hBCCCExjFr2hBBCohfDBJmNHxstewr2hBASKdSLH3rUje8XCvaEEEKiF82z90tsvEpCCCEkhlHLnhBCSPRiGectmOfHAAr2hBBCohd14/slNl4lIYQQEsOoZU8IIZFC2fihR9n4fqFgTwghJHpRN75fYuNVEkIIITGMWvaEEEKiFsMwYILoig/mudGEgj0hhESKKDpvwZ6DnEfd+H6JjVdJCCGExDAK9oQQ0oetWLECo0aNglarhVarxcSJE7F58+ZOj3/99ddx2WWXISEhAQkJCZgyZQr27NkTwRIHyNWyD+YWA2LjVRJCSIzKzs7GsmXLsH//fuzbtw9XXXUVZs6ciSNHjng9fseOHZg7dy62b9+OXbt2IScnB9OmTUN5eXmES+4nhjm/il53bjRmTwghJJSY1luw5wjEjBkzPH5fsmQJVqxYgR9//BHDhw/vcPy///1vj9/feOMNfPTRR9i2bRvmzZsXaHHDj8bs/ULBnhBCopBer/f4XS6XQy6X+3wOz/P44IMPYDQaMXHiRL+uYzKZYLfbkZiY2O2ykp4XG1UaQgjpY3JycqDT6dy3pUuXdnrsoUOHoNFoIJfL8dvf/hYbNmzAsGHD/LrO448/jszMTEyZMiVURQ8t1wp6wdxiALXsCSEkUkK4XG5paSm0Wq37bl+t+sGDB6OwsBDNzc348MMPMX/+fOzcubPLgL9s2TKsX78eO3bsgEKhCLLgYcIwQXbjU7AnhBDSS7my6/0hk8lQUFAAABg/fjz27t2Ll19+GatWrer0Of/3f/+HZcuW4auvvsKoUaNCUmbScyjYE0JIjBEEAVartdPHly9fjiVLlmDLli2YMGFCBEvWDbQRjl8o2BNCSKT0wK53CxYswPTp05Gbm4uWlhasW7cOO3bswJYtWwAA8+bNQ1ZWlnvM/7nnnsPTTz+NdevWIS8vD1VVVQAAjUYDjUYTZOHDgLLx/ULBnhBC+rCamhrMmzcPlZWV0Ol0GDVqFLZs2YKpU6cCAEpKSsCy5wPeihUrYLPZ8Mtf/tLjPIsWLcLixYsjWXQSQhTsCSGkD1uzZo3Px3fs2OHx+9mzZ8NXmHBwLY4TzPNjAAV7Qggh0Yu68f0SG6+SEEIIiWHUsieEkAjpieVy+zzKxvcLBXtCCImYHkjH7+uoG98vFOwJISRSKNaHHrXs/RIbVRpCCCEkhlHLnhBCSPSibny/ULAnhBASvVjWeQvm+TEgNl4lIYQQEsOoZU8IIZFCCXohxzAMmCCS7IJ5bjShlj0hhJDo5drPvtu3wIJ9Xl6eu4LR9vbAAw+E6QWGBrXsCSGEED/t3bsXPM+7fz98+DCmTp2KW265pQdL1TUK9oQQEjHUjx9yEZ5nn5KS4vH7smXLMGDAAFx++eXdL0MEULAnhBASxYKcetc6mq3X6z3ulcvlkMvlPp9ps9nw3nvv4dFHH+31Y/80Zk8IISTm5eTkQKfTuW9Lly7t8jkbN25EU1MT7rrrrvAXMEjUsieEkEiiXvjQClE3fmlpKbRarfvurlr1ALBmzRpMnz4dmZmZ3b9+hFCwJ4SQCKFd78IgRIvqaLVaj2DflXPnzuGrr77Cxx9/3P1rRxAFe0IIIdGrhzbCeeutt5Camorrrruu+9eOIBqzJ4QQQgIgCALeeustzJ8/HxJJdLSZo6OUhBDSF9DMu9DrgY1wvvrqK5SUlOBXv/pV968bYRTsCSGERK8e6MafNm0aRDG6al3UjU8IIYT0cdSyJ4QQEsWCneMQG/MbKNgTQkjE0KB9yPVQNn60oW58QgghpI+jlj0hhEQKNexDj1r2fqFgTwghEUIr6IUDjdn7g7rxCSGEkD6OWvaEEEKiF3Xj+4WCPSGERAqN2Yce9eL7hYI9IYREDEX70KNo7w8asyeEEEL6OGrZE0IIiV40Zu8XCvaEEEKiF4Mgg33IStKrUTc+IYQQ0sdRy54QQiKF8vPCgBL0/EHBnhBCSPSiMXu/UDc+IYQQ0sdRy54QQkgUo258f1CwJ4SQSKEx+9Cjbny/UDc+IYQQ0sdRy54QQkj0opa9XyjYE0JIRFE/fGjRmL0/KNgTQgiJWgzDgAmidR7Mc6MJjdkTQgghfRy17AkhJFIoGz/0aMzeLxTsCSEkQoIdXXadg7RFY/b+oG58QgghpI+jlj0hhJAoFmQ3foy07CnYE0JIpIii8xbsOch5NGbvF+rGJ4QQQvo4atkTQgiJYpSg5w8K9oQQQqIXdeP7hbrxCSGEkD6OWvaEEEKiF/Xi+4WCPSGERAqtoBcGFO39QcGeEEJI9KIxe7/QmD0hhBDSx1HLnhBCSPSilr1fKNgTQkik0Jh9GNCYvT+oG58QQgjp46hlTwghJHoxCLIbP2Ql6dUo2BNCSMRQP37I0Zi9X6gbnxBC+rAVK1Zg1KhR0Gq10Gq1mDhxIjZv3uzzOR988AGGDBkChUKBkSNHYtOmTREqbXQoLy/HHXfcgaSkJCiVSowcORL79u3r6WL5RMGeEEIiRQzRLQDZ2dlYtmwZ9u/fj3379uGqq67CzJkzceTIEa/H//DDD5g7dy7uueceHDx4ELNmzcKsWbNw+PDhwF9vRDAhuPmvsbERkyZNglQqxebNm3H06FG88MILSEhICNHrCQ9GFGlzZEIICSe9Xg+dTocVqzZCqVQHdS6z2Yj7fzMLzc3N0Gq13TpHYmIinn/+edxzzz0dHrv11lthNBrx2Wefue+7+OKLMWbMGKxcubLb5Q4113taevIItHFx3T9PSwtyBg33+/184okn8P333+Pbb7/t9jV7Ao3ZE0JImMlkMqSnp+P+38wKyfnS09NhsVg87pPL5ZDL5T6fx/M8PvjgAxiNRkycONHrMbt27cKjjz7qcd8111yDjRs3BlXmUHO9pzmDhgd9rkDez08++QTXXHMNbrnlFuzcuRNZWVn43e9+h/vuuy/ocoQTBXtCCAkzhUKB4uJi2Gy2kJxv+fLlSEtL87hv0aJFWLx4sdfjDx06hIkTJ8JisUCj0WDDhg0YNmyY12Orqqo6nDstLQ1VVVUhKXuohPI9DeT9PHPmDFasWIFHH30UTz75JPbu3YsHH3wQMpkM8+fPD7os4ULd+IQQEmWsViusVqvHfb5a9jabDSUlJWhubsaHH36IN954Azt37vQa8GUyGdauXYu5c+e673vttdfw17/+FdXV1aF9Ib1EIO+nTCbDhAkT8MMPP7jve/DBB7F3717s2rUr7GXtLmrZE0JIlPGny74tmUyGgoICAMD48eOxd+9evPzyy1i1alWHY9PT0zsE9erqaqSnpwdX6F4skPczIyOjQyVp6NCh+Oijj8JRtJChbHxCCIkxgiB0aMm6TJw4Edu2bfO4b+vWrZ2O8ceaSZMm4cSJEx73nTx5Ev369euhEvmHWvaEENKHLViwANOnT0dubi5aWlqwbt067NixA1u2bAEAzJs3D1lZWVi6dCkA4KGHHsLll1+OF154Addddx3Wr1+Pffv2YfXq1T35MnqNRx55BJdccgmeffZZzJ49G3v27MHq1at7/ftDwZ4QQvqwmpoazJs3D5WVldDpdBg1ahS2bNmCqVOnAgD+v107tIEQCMIw+odOEDgshla2EgiKCqgCCzVRyclzZ7lM3qtgVn3JzD7Pk677Lnnnec55ntm2Leu6ZhiG3PedcRzfesJfmaYp13VlWZbs+56+73McR1prb4/2kw96AFCcmz0AFCf2AFCc2ANAcWIPAMWJPQAUJ/YAUJzYA0BxYg8AxYk9ABQn9gBQnNgDQHEfFxWjg3zGULwAAAAASUVORK5CYII=\n", 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", 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\n", 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", 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" ] @@ -311,7 +310,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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oudH9g8nKzoLdbofb7UZ7Rzvy8vLidLZNAIy+r5JockyonNKhoM0qzoDJZOMhEAhoFSvprNHnBR48z8NmtQ26T1ZkiKIISZQgSqJWRqkyGAyQdBL40NBdeZIsQRRF6Dgd1qxZgxUrVqCrqwtmsxn5efkxf2bgyXWok/7AE3gy4TDk+MQoaVVFTLjfHwyiBrB1rA6sLmKeAMOCYRnk5OSgsLAQr7zyCtaeFT0p7ZVXXoHdbkdxcXHM55QVGbIsj2pui9oCycrKwsKFC0f8OOOOMfSFwehbTplkyoVCJs0qHm/BYBDBQBC8wMesAhpLLMtCQbh2XhRF7c9kul10Oh3MZjMEUYAoRP8O1SCJZDKatBPRSLqGYhnpVX4yIscR1LBmWVar+dcGmMFElcFqJ36GQbxLb4ZlcOopp2Lj8xtRUFiAa6+9Fnq9Hs88/QweffRRnHfueUPOWwkFQ6P698LqWJSVDa5umlAmQFnpaEyJktRMn1U8Xj7++GN4PB7IsjzqLoFkDGwFiOLoQ1mRFYT4EEQx/HiKrCAQDGDP7j1oa2+D0WDE3HlzUVJSktITeKLlJbTXF6PrSb2SV39eKyFlo+c4DBwTGBgIaonriCjA5s2b8e577yIYDAIIj9+cvOJkrF2zFharJea4j7r0hY4dWWnltOJpWLZsGYDwoH9HZwdqqqsnwJjCxCorHY1J2VKYaLOKx0soFAqvFzTC/+DxxG0FqJchSZ7T1IFw9YQ0aBKYomhh09HZgY0bNyIYDOKoRUehrb0N277ahsWLF2P16tVRyzckI9GgrvpeGTBaF07UPAG1OyfWgPaAyiI1FNSvUZ/4474xYOUpK3Hc8cehrq4OsiyjproGZosZQLhrUZIkWCyWqPfNMmzSv7dYIlsJLMuGWyQZPSg7MctKR2PShMJEnlU8HgRBiOq3H+0yF5IsDQqBoYiSCIEXtBOQOrs3ai2eAcsxDEVRFG1QlGXZcLlpZSWeeOIJTJ8+HYos46mnn8ZNN92EkpISLFq0KObjxDr5K1CiumMGnuzVn4s1HqMuGxHVrcMy2jpLan8/w4TLTmVJhiRLEAQhrXNHjEYj5s4J76kxMIB4nocoirDZbNqFAy/wkCUZJlNy1WORTCZT1I5+Fqtl0MTCzDGxy0pHY0KHQv+sYjUIJn1P2KhIooQNGzdgw4YN6OzoRG5eLk466SRUV1cPKxQUKIO6geKdyAae9NXACAaDoyqHVbuj1OeuP1KPnp4eLRCA8In5W9/6Ft566y3s2rVLCwX1ZK92zSR7sh8o8uSvdvtEzuwdONA7pIjeO/V9yZIcHjdJQTdbPLwQHrSPtRy5LMtwu92wWCwwGozaazJh+KEwvWR61N8VWYYsKxm2h8bkKCsdjQkXCpNtVnG6yJKM6354Hd58802cdtppWLZ0GTZ/shn33XcfLrvsMqw+Y/WQP6tW80S2BCKN9Eo/FYEA9K+q6nF7ACDmTmDLly/Htm3bYLVYR/SffeDJn+M4bWZvqldaZRlWKxVWT76JfgejYdAnrp7x+/2QJAlms3lEgQAAFeUVUX93OJ1obm7GokWLxv8EzOj7WgUje2+TyYQIhf4tKiffrOJ0efW1V/HGG2/gsccew5lnngkg3NL6n//5H6xfvx7Lj16O3NxcbVJYZCtAluQRd++owisNM1p3CRQFeoOhf+2fWIOpEfexESdkgRdiro1UPD1cRrlr5y4sXrI46r6vvvoK2dnZCU8+kSd/9USv1+ujyjvHYgwmER2rg84Q/bzq72c4lVuxJDtuEQqFB/StVuuwP4PsnOxBXUV2ux1VVVXjGwiTtKx0NDK6+ig8jyCya0gGtQxG5uqrr4bX68WLL74YdbvX48VRi4/CmjPD9fwDJy31L60cUfUyoNslcv2dyAoadRbtwAHaYCiIQCCA3JzYE8hkRcb+/fvR3NQMm92GZUuXwWzuHwANhoLRr1FWtHGKv/z1L6ioqMATjz+BgsICKIqC559/HjfccAPOP+98LF++HED0yV9d1VO98k+quycDxQr0ZP57qy2uyH0uhqKOeeTm5ibVwlAtWLgAFRUViQ9Ml0leVjoaGd1SYBh9uFk3QPgfuhoQ6tVR3/dKjNu0tdCViPsHrI8+yTkdzpgbo9vsNuTn50PH6VBRWaGdUARBGLPlL+Itc9HZ1YkHHngAzc3NsFgsCAQCeOaZZ3DVVVdh4cKF4Pm+lqLS36WiLi7HMAy+eek38Y9//gPHHHMMlh+zHK0trTjScARHLzsaJ598cnhHsL4VPSf6xjoDsQwLlmOjyouTKQMeTguDZVkoigKfzwfJKMFkNiUsy9VxOpSWlA66PRgMwu/3p3GpbCYiDDL61DeuJuQnE25uDtF8HWZLNDxGMbAV0ve9EuO2yOOUAYGTwRYsWIB33nkHgiBEbZNYW1uL1tZWrFmzZtA+u4IgIBQMIRQKIcSH/+T58GxkQRC0xdFEMRwiA1f+HC5JlnDffffBoDfg5ZdfxvLly9HR0YHf/e53ePTRR3H9f16PkpKScMWUKA5a74jVsaiuqcYvbvwFtn21Dc1NzSgrK8PFl1yMuXPnJjx5TUaR4xOqgeMTBkPyV/yRu+IFQ0GIUrg7KV64FhUVxRxM9vl8aG1tTUMoMABjARjzpJ9jkAoZ3X00kYQ/xhgtk6hwifyKuG3Qz6bewQMHceaaM7F69Wr8+te/RmlpKbZv346f//znCAaD2Lx5c8w9dYdDEiWEQuGF63ieRygUgsALCPHhMBF4AbzAw+fzwefzwWKO7mPetXsX/vrXv+L111/H0qVLox73pJNPQkFBAS668ELo+pZsVrt81L2YB56Y1IljDBh4vB4YjcZhdXlMJcmOT6itx8hxCIZhYLVatRaKJEvYu3cvWltbkZWVhf/4/n+gvKJ87N/EIGxEGEyeFuFYm5AthUwUbr2oe7UOvHN4j5W4e2yIcInTPTZ7zmw89OBDuOFnN+DYY4+FzWaD1+tFZWUlbr/t9lEHAhDuJrBwiWvPvR4venp7UFZahlAohGAoCJ7n8cUXXyA3NzcqENTHXbVqFT788EPMmDEzPNCN6O0lY7VSXC5XuKvKZAqPbYx3hUuG8vl9YBgmKqSHGp8QRAGyHD1PQVEUeL1emE1mOBy9uP/+B9De0Q6r1Qq/34+NGzfi3j/fO2idpbHD9c0xMNPvfAQoFDLQWHWPrT1nHbadch42bHgWhw59jZNPPgmnnLISPB8K/ydKU/eYzW6DzR5eDC8yRKqqq+DxeNDb2zuoS6GxsRGlpaU45dRThn6vfXXvohS+0nU6ndrewJIkDdpzQd2sXpbl2Pf3hY26CJy6TLfcd1zUvsd9t2nHRcy2znSxAnOo8Qk+xGvFCAPHJ7w+L+79y1+Ql5eH9evXY/GSxWhtbcWvf/1rXPfD6/DO2+9g9pzZ2vFutxsOhwOVlZWpeSNUVpoS1H1EkpLK7jG1JHXgejc9PT04ZvkxuPSbl+KPf/iDdv/mzZtxxRVX4O6778a6detG9PpFUYSOZdO+xk5kiKhrM8myrM0ATxRMangNDLPIAIp3m6L0366VE6ewgECdhS3LMr784ks8+Y8n8cEHH2DOnDnaMYIg4Lhjj8OaNWvwhz/+Qbvd4/HA6XCOvmuJykpTiloKU1wwGITP50N+fuwlpVWp7B7r6epCQ+MRLFu2FJFBkl+YhV/dfieuv/56fLz5C5xx+umoqz+Md999B6evWoVLL12H8D/Z5KrHXC4XjEYjTCYTamtrMb14OvIL4r/PVGNYFjoW0EGXki66VFFkGWJfyKjzDzgu3KKSpb5WkBpcEctweDye8NIXVpsWZurXZ59+itLS0qhAAMKb96xcuRJ79+2Nut1ut8Nut4/8TTDGvpYBhUEqUShMQR6PB3V1dZg3bx7cbjeam5sThkIq2bOyUFVVE7Ms8Jprf4JZsxfjL3/5Cza+8BYKCgrw+zvuwzXXXBPzpKpEtVLUcYXwbY1N9Zg2rQgmsxUVlXNgMhrCV5XqcROoeizVGJaFvq/V1NLSAo7jkppH0NbWhlAohKqqqkH3zZ4zB6+8+ip8Xh+stujtOhsaGwbNSxmqxZjglVNZ6Rij7qMpKBQKweFwoLCwMGqtn0yiKAqampqQl5cHm23wZjzJUPcvTua9paZ7LDKYJo5QKAQg9tpHw9HW1objjjsO11xzDW6//Xbtc3/77bdxzTXX4MEHH8T555+vHd/V1YWuri7Mnz8/iUenstJ0oVAgaRcKheDz+ZCbmzvkCVtRFOzfvx8lJSXIyckZ9XN2d3fDarVqM6PHkjKoAiwiMEZYPTZRPPp/j+K222/D/HnzsWLFChw4eAAfffQRzjnnHDz04ENgdf2tgmAwiFAohOzs7DiPOPWWrh5vFApTkCRJCAQCsFgs8Hq96Orqijnbeaz09PTgyJEjWLZs2Zi2UI4cOYKcnBzk5ORgx44dKCkpiVq6eSKI1z0WPXs/xnFJdo85HA7odDpkZWUlfD0dHR0QeAFl5UPvnvbZZ5/h0UcfRW1tLYqKinD55Zfj0ksuHeZqqLqIlkFmtWInOwqFKcjj8eDgwYNYuHAhgsEgurq6MHPmzLQ9vzq3YLgb3gxXXV0dcnNzkZsbe42lqUQZ1MXV//f6usMwGPQoLS1BzFZMxM86HD2QRAkFhQWjfk0xWwpUVjruKBSmIFmWwfM8jEZjRl+F7dq1C2VlZWlcG4ckI5nuMUWRwfNBGPRc3+znwd1jHR3t6O3txbx58/rCwAqGGd24Bhk9CgWirYSaLh6PB11dXaiuro77vK2trcjJyYHFMvrduQ4dOoT8/HxqNYySIIQnriUqr+V5Hrt378asWbOG7JYKT/CTwLAsjRdkEPpNTEGhUAhNTU0QBAHd3d346quv0jrzVp0JnEhJScmoAmHnzp1ob28HEF4Weqy7qyaqI0eOoLW1Naljm5qaUF9fn/A4juMwe/bsuL8/hmHA6jgKhAxDLYUpyO/3o76+HjNnztTWrcnPz8+4riSfzweDwTDiSV89PT0wm80paWlMZh0dHeA4Lqm5KoFAAIqipOQz7e3thdfrzax9FgiFAslc27ZtQ0VFBQoLC0f9WJIkaZv/kLEniiK6u7uRl5c35NLcPT098Hg8MSfCkfFD7bYpjud5OByOtHYf9fb2Ytu2bQk3d5k/f/6oxgBcLheCwfAubbt27UJnZ+eIH2sy43k+5uY7sTidTjgcjoTHSZKE9vb2/k2RYsjPz6dAyEAUClNQIBDA7t27EQgE4PV6UVdXl9ZQsFqtqKioSHjVbjabk9oicihHjhzRTmBVVVUJJklNXYcPH0ZLS0tSxzocDvT29iY8zmg0YsmSJSOejU7GD3UfTUE8z6OrqwtFRUXgOA6yLEftqJUpWlpakJ2dPeITiyiK4b2WaYA5Lp/PB51OF7VHQjo0NTXB7XZjwYIFaX1eEh/9b5mCDAYDSktLodfrwTBM2gNBEAQ4nc6ErROn0xm3+yGRyIqj3t5eBAKBET/WZGa1WlMeCKFQCLW1tXE/87y8PJSUlKT0ecnoUShMQbIsw+/3Q5Zl+Hw+1NfXD2vz9tHyer04fPhwwudcsGDBqCauNTY2wul0at+73e4RP9Zk1tPTk/Rn09zcnFRXE8MwMJvNcVtpVquV5o1kIAqFKSgUCmH//v0IBAKQZRmCIKR1TCE7OxuLFy8e824dQRC0+RCLFy+ecOsepUt3d3fSoaDX65MqETYYDKisrIy78qrf74fH40n6dZL0oDGFKUiWZQSDQZhMpozub9+7dy+Ki4vTutcDSQ1FUSAIgtZFGUtjYyO8Xm+SS2eTdMncMwIZMyzLwmKxjFsg+Hw+HDlyJOGs5pycnFGv8a+qr6/XupLIyEmSlNRs9MgKt6GUlZUN2qWNjD8KhSlIFEW0tLSA53k4nU589dVXSdepp4K6BWQipaWloypp3LNnj7bMhboyKxmsvr4+6TkcdXV1aGhoSHic0WjEzJkz44Y6y7IZWfU21VH30RQUCoVw8OBB1NTUgOM4uFwuFBQUZFxXUiAQgF6vH/Fche7ubpjNZlit1sQHT2EtLS0wm81JDep7vV4wDJOSz7S7uxs8z1MFUoahUCAZa/v27SgtLU3JAHG6V4Kd6gRBgMPhQF5e3pChrs54prWPMktmXRqStBNFES6XK60lqS6XC9u3b0/YZTV79uxRlSx6PB6tm2rnzp3o6OgY8WNNZqIoJjVOAITnjiRTqcTzPJqbm7WltmMpLi6mQMhAFApTEM/z2Lt3L3w+H3w+Hw4dOpTWMQWTyYSSkpKE3VVWq3XEK6QC4b5ydUmG8vLypLabnIpqa2vR1taW1LGdnZ3o6elJeJzVasWyZcvSsic2SS3qPpqCRFFEW1sbCgsLYTAYIEkSOI7LuO6V9vZ22O32Efdf8zwPnU5Hg5kJeDwecByX9hP4kSNHIAgCZs2aldbnJfGNfLUxMmFxHIfy8nLt7+keYBZFEX6/HzabLe5zd3d3Q6fTjTgUIpdsdjqdMJlMaV/fZyKw2+0pf0y/34/m5mZUVVUNuXR2Xl5e0t1WJH2o+2gKUhQFwWAQkiQhEAigoaEhrd1HPp8PX3/9dcITwsKFC0e1l0JLSwtcLheA8FUpzVOIraenBz6fL6ljm5qakhqbYVk27sQ1AMjKyqJlLjIQhcIUJAgC9u7dC6/XC1mWtd200sVut2PhwoWjWhY7GX6/X1tQb9GiRbTMxRDa2tqSDsxkNyoymUyorq6OOybk9/vh9/uTfZkkTWhMYQpSF8QzmUxjfmIejQMHDqCgoICWuZiAFEWBLMtxQ6Surg6SJNGYQoahlsIUxLIsbDbbuAVCIBBAY2Njwi6r0VYfRWpoaKDuoxSQZTmp8mWPx4MdO3bELUmtqKhAdXV1Kl8eSQEKhSlIlmW0t7cjGAzC6/Vix44dSS07kSqSJMHn8yXssiorKxtVGem+ffu0ZS4EQUjrXIyJpL6+PqkyUyDcemtqakp4nNls1mbMD4XjuIxuqU5V9BuZgmRZRkdHB8xmM8xmM4qLi9Natmmz2TBv3ryEx4VCIXAcN+LXVlBQoJVZzpw5c0SPMRXodLqkK9BKS0uT+n3o9fqEg8idnZ1gGGZUxQQk9WhMgWSsHTt2oLi4GMXFxeP9Usgw8TwPt9uNvLy8IQOnqakJDMOgrKwsza+OxEMthUkuJIoIiiL4vvJPlmHAMAxYBmDAQJFlBIMBWC1WcDodmL7bw8eEvxggpRPbPB4P6urqMG/evCFr2AFgxowZo1o62+fzQa/Xw2AwYNeuXZg2bRqmTZs24sebrCRJCv++k2gtuFwucByXcO6I3+9HQ0MDsrOzh3zcyLkyJHNQS2ESkhUFAUFAQBQhxehHlyQJdXV1KCwsxNatW9HQ0IDKykqcsfoMcLrY1wmRYcFADZe+PyNCRL0PiAwgRrsNCHcL9fb2oqioaEy7rXbv3o38/HyUlJSgu7sbFosFFotlzJ5votq5cyeKioowffr0hMfu27cPNpstqTWLaBHCiYlCYRLhJQkBQUBIEhHvtyrLMj755BPceuutqK+vh8Vigd/vR0lJCR5+5GEsXbJ0TF7fwFZIZLgwYAa1Yrq7umC1WWG32rSfGY5QKASdTkeDmQk4nU4YjcaklrlQTxepONnX1dWBZVlUVVWN+rFI6lAoTHCyoiAoivALQsxWQSxOpxMnn3wyKqsq8cc//BGLFi3Cnj17cMstt6Curg6ffvrpmM40lSQJwWAw4cbutQdqkZ+fj8KC/oHIwa2QwS2YyKBRw8TjdsNMy1ykjdfrRXt7O6qrq4dsDfb29oJlWeTk5KT3xZG46BJqguIlCUFRQFCM3yqI5bkNGxAKhbD+0fXIzctFa2srZs+ZjcceewzHHHMMnnvuOVx33XVj88IBBIIB1B2uw9y5c+OOKcydM3fQbXLfm5WTeNMdneEKqyx7FvYdPIiCwgJMKyoashsMiG7BxOoGS/X4Sibo7e3VKtESaWpqgtlsRkFBQcJjE31OyWzqQ9KPQmECUVsFAUGAOIqa+927duGMM86A0WiEIitwuV1gGAZmsxnHH388du/eDUEUwOnGZuVUi9mC2bNnp2xi2lB8Xh90rA6wA7NmzwLLsFAUQIGCYSdphETdYP3jKLHGYYbfDTbWGhsbUVxcPKzuo0RsNlvCrVQDgQAYhqHWW4ahUJgARtMqiCUrKwtbtmyBxWKBwWDAvLnz4Pf70d7eDh2nQ9G0Inz26WcIhUJQFCW8rDbLQMeG++dZHRv1PacLzyVgdSz0nF5brprjOOg4HTgdB07PaX/qWB2MRmPCwDly5Aiys7NH3JVVU1Ojfa/nUhdAkcEy0jU+kw+QoQIodcGyePHipI9NdlOcZMYeGhsbYTAYaFZzhqFQyFCKoiCQglZBLBdddBGeeOIJPPvcs7j6qqsBABaLBf/a8i98+umn+M63v4OCggJtFVNJkhDiQ+BDPHw+HyR55Msdd7R34MiRI+B5HgaDAbNmz0JZaVl4E3eOg64vcHScDh63B1arFVabNRwofSGjY3X9IcP1f6lhFWucorW1FTa7DVn2zNhoJxXBEtm9Fa8bbPBAfnQ3WLIB09jYiM8//xxWqxWrVq2Ke4XvcDhQX1+PpUuXDjluVF1dPem64iYDGmjOMIIkISCKCIpCSloFsciyjNtuuw1PP/00TjjhBCxduhQ7d+3EB+9/gCu/dSXu/OOdkGUZPb096Onuibl+jSiK4AUefIhHMBiEKCVeenvPnj04eOAgcnNzkZeXh66uLrjdbixYsABz5s4Z9ftiwGgLsLEsC6/XC6PRiKysLLjcLlgtVtjt9qiWjtaq6WvBRIaM2spRW0Esw6Z974mxpIZFU1MTcnOykZOdE7MbLBgM4Ibrf4qnnnoK8+bOhdPhQDAQwJ///GdcddVVMR87FArB6/UiLy8v5olflmW0tLTAaDTS6rUZhkIhAygRFUSpbhUM9Xx79uzBvn37sGHjBnjcHtiz7Ljiiitw0YUXRf0nVhQFTqcTnV2dCAXjr48kyRL4EI9QKIRQKARRFMNXwwgPZn704UdYtGgRZs3uXxVz7569OHDgAFavXg17VvRmL7Ish7tTRng1GQwEwyd4/egaxAPDhmGZqLDQsdHBotPp+ls0fcGjhoye02thw7JsOGzY8Q2chsYG5ObkDrnO1A033IDXXnsNt956K0477TR4PB48/PDDePnll/H0U0/h1FNPjdm9NVQ32FP//Cd+//vfw+NyQRAEzJs3D3feeSdOPvnktL5vEhuFwjhSWwUhUUyqmma8uT1udHd1w+v1JnU8y7IQJRF8iMebb72JjvYOnHveuVHHyLKMNza9gcqqSixatCjqPpfTBaPRCJN5cg5EsgyrhZ4aNiwbHqNhdTrodOr30eM2kV1pnK7/T71er7VodDqd9nijCZzW1lYcd9xx+M1vfoPvfve72u2yLOP8b5wPi9mCDRs2DPo5nufh9/uRnZ0dFer/+Oc/cPNNN+Psc87G2rVrwYd4PPXPf2Lv3r14+aWXsHz58jjjKGM/257QmELaqa2CgChCyICtCGVZRjAYhNFoTDi7OMuehSx7FgKBADq7OuFyuhI+NsuwMJlM8Lg90HE6VFZUwu/3o6OzA3abHYqiwGAwIBAIQM/pIUmSNkhptVrB6gafzIa6jtFuV/qfHwiHk9vtht6gh8loGnw8wicWRVGibov1PKm4hhrOSWy4Jzw1ZBiW6Q+cvlBQg2JgwUB4PKe/qyxy3OaLL75AQWEBTjrpJDgcDvj9ftjtdlisFpx37nm48847Y74Or9eL5ubmqKDneR5333U3LrvsMtxzzz3a7RdffDHOOecc3PWnP+Gpp54a1vsNv+fUzbYnFAppI8oy/IKQMa2Curo6FBQUwGg04tChQ6iZUQObNX4JocpsNqOyohJ8MY/u7m709vYmXJZ62rRp+OyzzxAIBKDjdMjOyobNbkMwGMTBrw9i7dq1KCgsgCzJ2vIIkiRBkiXIkjz4e0nSuqZUA0+gXq8XeoNeq8FXT3hjaWCwRN8Z+/hY38f6+0iO73/q8OtSWydqdxjDMHC5XbCYLTCZTdpJVP2snU4nTjzhRGzduhU2mw2yIsNiscBmtcHpcuKkk0/C1s+3ai0WHavTWiwWiwWNTY3Qc3pweg779u4DL/C44oorokqeDQYDrrzySvz3f/+3VoAwHOkoM443WTITy4xHg0JhDCmKgpAkwi9kRqsgEqcPXynq9XrMmjVr2P8RAcBgMKCkpARF04rQ29s75KA0ABx33HH4ePPHePrpp3HRRRchOzsbDocDGzduhEFvwDHHHBPuj2d12gkpFAqBZVkYjcbw62WiWw1DBkbf91nZWeBDPA4dOoSenh7oOT3Ky8tRWDR2SzWPZgwk6efoG+NQvxi2vzWgjlMwDKO1AiKPiXxtoiRCFERYrJZwEIiSVoasvpfiacVQFAWHDh3ChRddqP281+PFv//9bxx11FGwmKPXkxIEAVD/GUTstulyuVBRXgG/3w+X04We3h7kZOdg2rRpWliPV292qqvBEs22ZxkWhjQuVz8cNKYwBkRZRkAIzyvIhFZBushy+Mqyq7sr5qB0bW0tnnrqKQiigLzcPPT29sJkMuHqq6+OmlOgam9vh8VigdlsBi+E91pWFCWqSijeCbi9vR2P/P0RhIIhVNdUw+/zw+F0YO6cuVi9ejUUKJBESQuSdGPAaHsZDOz/V28bdGLvOyZZiqJAFEUIogBJlCAIglY5JgoiRFGMGtfQcbpBn2lrayteeP4FlJWX4aijjoLP58MXX3wBPafHT37yk5gD1MFgEH6/H3l5ebBYLLDb7eA4DitWrMAFF1yAO+64A93d3TAYDLBYLTj//PNhtVqxccPGUX+umc6s52AzGDO2dUGhkCJqqyAg9C9TnclESQTLsJAVGd1d3cjLyxtRayEWRVHg8XrQ1dkFn88XdV8wGMT2HTvgdrmQm5eLJYuXDPt5BUFAiA9BFMInNLWqR63+UV/D/Q/cDwC4+qqr4fP5YLVaUVdXh2effRbnn38+TjzxxKjXLCvyoNaGKIqDWiED6djwiVQb3B3BVftoSbIEUYg4+YtC+KTfVyqsvhdRErXuOfUzEwVRG8QeKCcnBxaLBYcPH8ZHH34Eh8MBRVEwZ84crFq1KmYg6PV6MCwDgRcwb/68qJV3H37kEfzmf/4Hl112GS659BL4vD488vdH8PnWz/Hsc8/ixBNOHPR4k4Vep4PdYIA+Q1sIKgqFUZL6xgomWqtg9+7dmD59OrKys3D48GFUlFckXCN/JPx+P7q6u6IGpWVFhiiIMbuEhku9Eg6GQuD5EGRZhkFvQHtHOza9vglr167F/Pnzw1fEfVfe/3zqn+jq7MLPfvYz7XHUgVjtK9bAa9/MbgBQZEV7bknqvwKP/DPVFEXpfy5JghjxXLLSP6Yjy3J/CIjhEIgshx1YieR0OGE2m2E09e9dwYDRxpwi9fT2wGQywWrp/7fCMEx4WQu7DXabPe6kNkVR8Pjjj+Ovf/srXE4XJFnCjBkzcNuvbsOpp546yk8oM7EMA7vRAFMKZ9WPJQqFEQr1zSuYCK2CWNxuN0wmU8paB4nwfPKD0qre3l4YTcaoE1Ai6ol6x44d+PDDD7HuinXQc3pYLBaUlpbCbrdj48aNePjhh7F161bthJ/qOQKKokCURAj84LAQRRE8z2sn7YHU0Iy82le7egYOrgPhVkA4KETIkgxZlsHpuXBLoK/KKBaX04VDhw7B5XLBYDCgsrISpWWl4HQcCgsL465NZTKZYLfbYbPbYLVYh/35CaKATz/9FFn2LCxbtmxSlpUyDGDm9LAZDBPq/dFA8zBIsqwtPTGRWgWxDDVRaaxEDkp3dnSiobEBJpNJ6+6JRa2QGQ6GYcDqWGTnZEOSJPT09KCosAgMy2r93F9//TVmzJwBQRRgMBjGZNKY2j0z1JpLiqJAEAQEg0H4fD74/X74/X4EAgHwPB9z8BwItwIkUYIoieE/+8YE1DEWvUk/ZAhEam5uxhf//gImswnTiqZp4wSNjY246KKLBgUCx3FaS8BmtyVcS6q7uxvt7e1YuHBhzPv1nB4nHH+C1r022Rg5HWwGI7gJOAOeQiEJIVFEQBQQEidmqyAWh8MRLtPkdKirq0NpaWnSJamjwek45OXlwel0Ijc3F26Pe8iZ0smus68oCni+fyZ1iA/BYrGgqqoKu3ftxtnnnI0sux2FhYX48KMP8dprr+Hmm29Gd1c3mgJNMJlMsNltsFltMJvNKT1JybLc/7pCIQRDQYSCoagqn0imiD0f1ODghfB7CwaCUGRFW1lUncQGJtydleyAuSiI2LZtG0rLSrF8+XIEAgEYDUY4HA48++yzqKmpwbHHHhseIM6ya11CDMNg//79KJAKova4iMVms6GkpCTuMZNxdVQdy8JuMMA4gTd2ou6jIUymVkEse/bswbTiacjLzUNnZyfy8vJGtR/ySCmKAo/Hg66uwYPSsiJrJX0DhccRguGTbTAU1aeu6u3txbvvvIuuri6YTCa0d7Sj4UgDLrr4Itz753uh0+mgKAr8fj+8Pi98Xh9CoRDMFjNsVhvsdnvSn4kgCtpriQwAgU9+bEHtbuJ5XvtSu4uMBiOMxvCXIU53hKIocUt1JVHCoUOHsG3bNpx99tkwmU3wesJrFJWWleLee++Fx+3BP/7xj5iTGXt6erSKsNHq6g7/Xuw2e+KDMxzDAFa9ARa9fsK3fCZunI2RydgqiCWyWZ/M3rxjhWEYZGVlISsra9CgdGdHJ8xmM7KzsyErsnbCTWYBPpZhMW/uPMyeNRvbt2/Hnr17MHvObJz/p/NxwvEnRK0QarVaw4PsReEr+0AgAK/Pi5aWFvACD6vFCpvNBqvNqs2fiAykUCiU9DiJSm0FhHgefN8KtJFX+XpOD5vNFg4BoyHpAXmGCa/LhCF65RiGwf7a/WhqasKSJUu0tZeKCotgMplQXFyM2v21Q85uz8/PT+p18DyPYCgYd1Vat8sNRVEmfChkeonpcFFLAf0b3fsnaasgHkVREAqFoNfrEy5zkSqhUAgNDQ2oqKiI2YXA8zw6OzvR0NgIoa9/PcTHX4wvklo5o9bc5+XlgQ/xyMnNSdjtAYSv2NWTfSAQgNvjhtvlhtfnhSKHl+UwGo0wmoxJn6xFKTy4zIfCLQBBEKIGjTkdpz2m0WiMO9YS970zDPQGPQx6AwwGw6Dv9ZweH3zwAa6++mq8vun1qP24FUXBqlWrMGv2LDzy8CMxH9/j9cBoMCYsUOjs6kRXZxcWLFgwovcxEUyUEtPhmtKhoLYKeEkas2WqM1VDYwNysnNgtVmxb+8+VFVVpW3wmRd4dHd1o6CwAAa9Iep2r8cLt8cNn9cHXuDh9/nh9XqHNbksPy8fZrMZHR0dMJlMmDdvXtTyDEDEQO+AK351ddehqCGqjmEAGNStIyuy1g0U4kMQeGHQ61c3GlJDILKWPx6GYWAwGmDQG6DX66E36GE0GLXv9Vzi7gtJknDaaaeBYRjcd999AIDsnGw8+MCDePLJJ/HCiy/g+OOOj/mzardjonCVZRmSLKV0c6NMwTIMbAYDzGO8c+B4mXKhoLYKAqKY9Eb3k1FTU1NUt43RlPyJKVUkSYLP74PH7YHH6wEf4qPuDwQCWlWNz++D1+NN2G2Um5urlbDyfPjxqqurwbJsVLcPH+JTsqSCrMjw+/3weX0IBAJaNZC6/o+KZVgYTUYYDEaYjMYhyz1Zlo17pZ+qLVLr6upw1dVX4Uj9EcyePRutra0IhoL47W9/q228FAsv8Nry4Kl4DdnZ2Ul3SY23iVpiOlxTJhRCooigKCIkpWZLSzJ8iqKEu2PcbjhdzkEhMFB7e7s2pqD+fDAYhNfrHdSdJMvhloDRaIIk9tf4y7KMkpISiKKorQo6GpIs9Q8G920yFDnIrSiKVirKsiwMRoM2JqHX68O3GfpO8np91FW/wWhIazALooD33n0P+/btQ25uLs47/7ykuteS4fa44fV441YgdXR0wGK1TIgxhYlcYjpckzoUqFUwNHUDG0VR0NXdhZzsnDGpPlK7hDxeD3xenzaBq6OzA0WFRXH7pgfu86tOTBNFEf6AHx63B4FAAJIkwWgyahUxoiCiobEBPT09AIA5s+cgNzcXNpttWF1k6vOpXUA8z0MQh64mMhqMMJnNsNv6K5d0Ol3/rGNZhsFg0Gb/prtlFou6JInZbE6qq6elpQXZOdkJy5cdDgdcLheqqqpS9ErHx2QoMR2uSRkKvCQhIAjUKohj//79yMvLQ0FBAQ4cOICysrKUjCnIsgyvz6sFQaw5CGqfu96gjzlQG7mOT9SM3hhdR5F7JgCAz+vD5s2bEQwGUVJSArfbjdraWsydOxdXXnll3BBSd45T11biQ/ygGcQsw2ob3JjNZmRnZSMrKwvZOdkwm8wJu1VESewfJ5EkcBwHq80Kq8WatoH+SLIsY8+ePaioqEhqXsihQ4dQWFiotd5GIxQKacuJZJrJVGI6XJMmFOSILS2pVZCYy9W3q1kKJhAFAgF4vB54PV74fL6k+uqj1vHpu/ofuI6P3+8Hp+NgMA59IjeZTMjPyw/37fv8eOmllyCKIk5ecTIsFgvy8/LR2NiIx594HKevOh1nnHGG9vzqxDC1IkiUxKjtNCN3NdPpdNpqn2p5aioGUUVJhM8bntGsLk9hs9pgsVjScjJSl+MYi6U+Etm7dy8KiwpRVJhZezRPthLT4cq8iB4mXpIQFMML0k2OeBt7gUAA9UfqYTKZMGf2nGGffARR0FoCXo83brWOOmEqcvVOPhTeqlFv0Cc8EcULGKPBqG0Mr2N08Hq92LdvH9ZdsQ5Z9iyIkgiD0YA5c+bg2GOPxd69e3Hc8cdDliTIsqytDGqxWJCVlRVe5TTis1CXdrBZbbDZbGOyThSn45Cdna1deQuiAL/Pj46ODiiKAr0+PF9hrGb/qstxpFpHZwecTifmzJ4z5DHV1dWj3j87lfQ6HWwGQ8buc5AumfMbGQZFUbTZxunY6H6ykGUZf/nLX/DwIw8DAAReQHl5OW644QasOn3VkBONZFnWqn88Hg+CwWDU/eos2nCXj6it3qkuOz3o8aTwFqAcxwFxMsFisQx5n57TIy8/L6r7yel0QlEU1FTXwGazoaOjA36fH2azGUWFRdi9ezdsVuuQIajT6WC1hgeFx/JEHI+e0w8KCZ/XB5fLBTB9k9rstqhS3tGQZRmtra3avgeJ7Nu3D9OnT0dubm7c42zWxGMmyTxfOkz2EtPhmlChEN7onloFI3XX3Xfhvr/dh+99/3s44fgTIEoinnj8Cdx5550omlYUtZZ9MBiM6hKSZTlqw5aotfsHTMRKRF2wLpGBA80qTsehoLBgUCVRXl4eAODIkSNYtGgRLBZLuPuH49Da2gqDPrqUUJ3NPFbrHqWCntNH9fWrczecgjM8Z0FvgNVmHXG/vFrRlew8kILCgqTCUpslHkdXdxesFuu4hcNUKTEdrowfU1AixgqoVTByLpcLS5cuxXU/vA6/uPEXWvWRKIk4+6yzUTy9GH/769/g8XjgcrkQCASSGugdSx63BzpOF3XS0LE6FBYWhlsZMTz44INwuVy49tprUVhYCEVRsGv3LjzzzDNYs2YNzjn7HK36x2K2pL0fPdXUkJD6lnBXS2DH+32pS4PHO+Hvr92PosKicZmnMJVKTIcr40NBlGVIsgwFCmQlPKAcXopC6fs+fJuiKH2bk4/3K85M7733Hr797W9jy9YtqCivgKIo6O3thcPhwBtvvoF///vf+M63vzPsq/6RkCUZPp9Pu5IfisAL2haRQLjyJ9E6/w6HA3//+9/R09ODsvIyuJwu1NXV4dRTT8XPf/7zhCt3TnQ8Hx6vUf9bG43GlLaAvD4vjEZjwnGI9vZ2OF1OzJ0zNyXPmypTscR0uDL+k+FYdlhprvSFhoLosIgMlIG3TYVAUU+s6oSxtrY2GI1GFBQUQBIlOJ1OFBcXIxgMajN/I6tytA3IY3yBGeaG9Qxi7gWs6ursQm1tLbq7u8HqWJSUlGD+vPmoqqqKGwgAMK14Gn7zm99gy5Yt2L9/P6YXT8dPf/pTzJw5ExZrZvRhjyV1YpyK53m43W4A4d+RuiSHSpREHKg9gPKK8riL1wHh/1t1h+tQVlamddUNpaCwAHn58Y9Jp6lcYjpcGd9SSKdYgRL594kcKIFAAEuXLcUFF1yAP/7hj2hqaoLVaoXBaMD555+PeXPn4f7774/5s7zAw+P2wOf3wef1wefzIRgMIhAIaPsXCLygdUlFBkSs4IgXMK1trfji318gJycHZeVlkEQJ9fX16OnpwbXfu3bQjNt4FUI+nw8cx43LkuCZSv19qb8fo8EIp8uJ7KzspD6nUCgUnqeRggqdVM55iGeql5gOF4VCikyEQFm/fj1+9atfYe3atbjwwgvR6+jF+kfXo62tDa++9mrc8sFkBINBuNwuLTgCgQD8fj+CwWDU4nDq+x64V4KsyNi7Zy8sFgtqamrCk5t0OtjsNrz37nsoLCzE6aefDrPZrM0VUHdv0+nCdfbqUhYDvxcEAayOzciJUuMpFApBEAXtd6HOwh4tl8uFYCiIaUXThjwm2dnRI8WxLOxG45QvMR0uCoUMoAaIGiID/x4rZEYaKM+/8Dz+9te/4dChQ2AYBqetOg0//vGPsWTxkrSUYEqSBIfDoa23I0oiAoEAgsEgWlpasOVfW3D00UfDbDZDUZTwrOGcbOzZvQcfffQRbrv9tqTXL/IH/NpqpB0dHbDZbcjNzU0qRNQ5DCwT8T0bvn8ydT8oigKf36eFK8/z2ixxhmGititVFAVtbW3Izc2Nu8mOIAr45JNP4Pf7ccopp6R9bSMqMR0dCoUJbiSBIssytn31FbKzszFjxgzs3bsX06dPT9hPnCrqUhgWiyXqyn3z5s1Yt24dPvnkE1RWVsLj8WjdQS+8+AJ+97vf4bNPPwPHcVqJrKyEN6pX5L73Kff9HQqampphMhqRk5ODYDAY3vOZDa/3pMj9xw4XwzCDQiNeiOh0OjAsEzOMxjtgBFHA/n37UVVdNWhMQZ31rZ4iFEVBQ2MDpk+fPuT4wwsvvoDf/va36OrsAhCei/D9//g+/uv//degiihe4MHpuJRVSlGJaWpQKExRDocDHMfBYrUOu4UyVhsROZ1OLFu2DD/5yU/w85//HO3t7TD2ndQvu+wy+Pw+bHp9U8qfVw0TBYoWMANDBwq0EBl4bGQYyYocFTrafcrgY4H+gBkqNBK1WiJ/diQnV3V/a3UF10THqgsCqmNAkaH+zjvv4Lvf/S7OP/98XHfddbBardi4cSPuv/9+/PSnP8WNN94Y9Vi7d+9OatA6GQadDnYjlZimAnWwTlGRM1JH0uMaGSBqSMhK7FbLwEBRu5CysrOiZubm5OTg29/5Nu79y73QcTqsWLECoiDin0/9E5999hnWr18/4vfb3d0Nk9kUs/9aPTEDGNmHMUJRgTEwSIZoAQmiAJmXY4aO+l4ix2piDujHCCBZlgeF0UDqZLnI169WpgHAvX+5FyeddBIeeOABdHR0IBAI4JZbboEsy/j73/+OH/7oh1Gff3VN9aiLAKjENPXok5yiPB6PtsjbwYMHUVhYmHDpgkjh9YaYEZ1DQ6EQWnp6UJyTA1vfOIYaJnf8+tdgRQn33HUX7vz9HQDDID8/H/f87/9izZo1w3qepqYmmM1mFBQUwOFwIFsZu0HNkVDDSJfOJEJ0GEmihPb2duTk5ECv10MRFa1lNLBiTFZk1B2uQ0lpCew2e1RlWTAYxJ7de3DnnXdCluXwUtx9ffoXX3IxHnjgAezevRsnHH+C9t5HM9ZAJaZjh0JhimpubobVakVFRUXKKk6SZTQacczRR8e+02DAfffcg9tvuQVbt26FyWTCihUrtEHwyBZHohaKyWiAQc+BZRjMmjUrTe8u8w0MI7X7KNGyFLIso7i4GHabPWZRgjpordPpospMvR4vgHD5a+SxPT092r4Tw2HiONgMBuioq2hM0JjCFKVuGzkea/gnq7a2FlarFeXl5Sl5vIGBolZvDfX3yNAhiV1zzTX4+uuv8eZbb8KgN2ibCv3Hf/wHdu7ciS1bt2hjELIsY9++fSgrK0tqHweASkzThUKBaFtHpmu9HFEUUVdXh9LS0rhXp729vdDr9bDbR9bNIEkSGIYBy7I4dOgQsrOzUVg4su0mKVD6F88zGAwxLyZqD9TiG+d/A4WFhbjiiitgNBrx2muv4csvv8SDDz6I8847b0TPSyWm6UWhMEW1tbVBr9ejoKAA27dvR0lJCaZNG3qiUSqJoojGxkYUFxeP6QqZ+/btg91uR3l5OVpaWmC1WpO+Kk2lyMmLaoDICgb8PTpU1J8ba7zA4/Chw6ioqEjYfSRKIvbt3Yeqqqohd+mrPVCL//3T/+L999+HoihYvHgxfnrDT3HaqacN+7WpJaZWg4FmI6cRhcIU1dDQAKPRiOLiYrhcLphMpoxbDsLr9UKn08WdKBWP2+0Ol91myLr9IzGSQBnOpEZREtHT3YPc3NyEmwglaikMfFxZlofc90GSJBw5cgTTiqfFHPynEtPxQ6FA0k6tfmFZNm7lyP79+2GxWFBZWTnq5+R5XptkNlVEDcCPQaDE43Q6IUnSkMtiS5KEltYWFOQXDFganUpMxxuFAkFPTw/MZnParqgFQcCuXbswc+bMuIuhCYIQniA1whOE0+kML5hns2H37t3Iy8tDaWnpSF/2pCTLMgKBQHiZi4jAjBUoQl/5am5eHgxGQ9xAaWtrgyAKqCivSOp1UIlp5qA4nqK+/vprGAwGVFZWorm5GdOmTUtbKOh0OtTU1CR8vkTLZCfS2tqqba1ZXV094nCZzHieR21tLWbPnh01oM8yzKB+fJ0CBD0eGPPzYTfGXidL6SsLzp8xI+4ikJKsQOgrcFD3RqYS08xALYUpyuFwgGXZMV+2eDTa29uh1+tHvDOXoih01ZmALIf3y073XJVkW4sk/ejSaYoazuzlVJNlGQ6HA3a7Pe7gZjAYxGiuWSIDobu7GyaTCTZb5sxozgQsy45JC7GpqQmSJKGqqirm/cm2Fkn6UXttivL7/QgEAgCA+vp69Pb2pu25ZVnGkSNH4Pf74x5XVVWF6dOnj/h5mpqa0NUVXq2zs7NT24GM9BMEAS0tLeB5PuGxPM9j79698Hq9CY+1Wq1xA5hlWeTm5o66i5CkHrUUpqjm5mZwHIeampqEVUCpxnEcli1bltbnnD9/ftqeayKRJAm9vb1JlaSyLIusrKykxmYSrXyqLYqYlZXweUl60ZjCFDXayp50+Prrr2EymVK2zAVJn1AoBABDzn0JhULYs2cPZs2aNeREODI+KBRI1N7K6SBJ4X2Xi4uL43Yx9PT0gOO4EQ9Eqv+0GYZBXV0d7Hb7iJe5IOHPMxQKRe3GNpTDhw9DURTMnDkzTa+OpAqNKUxRXV1dWn/73r170draOs6vaLD8/PxRVabU1taiqakJAJKahTsVBYNB7N27VxtfiicUCmHv3r3w+XwJjy0tLUVZWVkqXiJJM2opTFFNTU1gGAZlZWVwOp0wGAwZVwni9/vBsuyI9452uVzgOC7hmj5TGc/z6OzsRFFRUcK+fVmW4ff7YTabRx2wPM+joaEBZWVlI17GhIwNCgUyLiK7doZy4MABGI3GIcsahyPdK8FOdb29vWAYZsjSZ57n0dTUhNLS0hGHPhkb9D+EwOl0JiwPTSVJkvDVV1/B4XDEPa66unpUy1K43W6tq6O2tjYju8jGm7rMhbpndDyiKKKtrS2p8lWXyxW3BNhgMGDGjBkUCBmIQmGKOnLkCOrr6wGEy1PTOU+BZVlUVVUl7NYxGAyjqmNvaWlBT08PAKCiomLEM6Mns0AggH379iEYDCY8VhRFdHZ2QhTFhMdWV1fHXchQXRSROioyD3UfTVEOhwOKoiAvLy/t1UfJ6uzshE6nG/HJXL36pS6joUmShEAgAIvFktbPye/3Y//+/Zg7dy6N+WSYzC1SJ2Mqsq833SdNRVHgdDphtVrjDm76/f5RtRQi31dvby+MRiOdgAbQ6XRjsvRHQ0MDOI4bsvvPYDCgqqoq4/bwINR9NGUFg0GtDLGpqQnd3d1pe25FUVBXV5dwuYSqqqpRjSm0tLRo76u1tTXhGMZUxPM82trakuoSCgaD2L9/f1JdTWazOe54AcdxyM/Pz+jJk1MV/UamqNbWVoiiiNmzZ6e9b5dlWSxZsmTMWyiSJGldSAsXLhzT55qoBEFAZ2cncnNzE56g1cXzkvm9FRUVxb1fFEW43W5kZ2fT/JEMQ2MKU4AkSgj6gpBlBSzLgGFZiKIAhmVhNBn7bmO0Te4zRV1dHTiOQ0VFchu1kMzB8zwYhhmy+8/n86G2thbz58+neQoZhkJhEhMFEQFvEKFA4hLCSGpwRIdF+DaGZYa4P/kwURQF9fX1KCwsjNrYZaDu7m7odLqULPPd0NAAq9WKgoKCUT/WVCXLMkRRhD6J3dESzTFR+jbcycQCh6mOuo8mIVEQ4fcEwAeFIY9xOpyQZQl5eXnYuXMnbDYbZvStUyPLCiBLkIb5vAPDgu0LEYZhosKEYQA+xCesjR/tCby2thYWiwUVFRVpXwl2ovD7/WhoaMCMGTMSzmgOBAJJX92Xl5fHvVCgMMhc1FKYRAReQMATBB8aOgxUba1t2LLlX3j4kUfQ1NgIUZSwbNlS3HTTzVi6bGkaXm1Y+OSAmGESCoWg07EwmU2D70/ihOJwOMBxXNzWyFQXDAbR2dmJ6dOnJ6z0kiQJPp8PVqt11OMAwWAQra2tKC8vpz0VMgyFwiTAhwQEPAEIfOIKEtUrL7+MH/34x1i5YgW++c1vIhAI4IknnsChQ4fwwgsvYsnSJWP3gpNUd7hvTKFy8JhCvDBhWQZgoru5FAA6HS1zkS49PT3Q6/VDLosdCATQ3NyMyspK2k8hw1AoTGB8kEfAGxxWGACAJIo4/vjjsXTpMjzyyMPw+XxgdTqwDIvzzjsX+QUFeOaZZ8boVQNQFOzZswelZWVxxwv4UHgsxGAc2UnD7/OBYVmYzWYcPHAAdnsWSkpL4oaJ2r01kpbJRDSccQKe5+FwOJIqJT148CDMZjPthTEB0ZjCBBQKhBDwBiEKw+31D9uzZw8URcHFl1wMMAza29thMplQWlaGq6/+Nm66+SYE/H6Yx3DV1JKSEljM8R9/pGGgamtr095XcfF06A36vgFODHvMRB1s72+BDA6TmPdneJh4vV58/fXXWLhwYcKJZDzPo7W1FdnZ2QlDYfbs2al8mSSNKBQmkKA/HAaSOLIwUImiBL/fjyx7uGlfXV2tnbzUCUfr16/HzJkzUVpWhrLSMuTkZAOpOsExDPKSWLrC4XCAAYOc3JwRPU1VVZX2vrKyR7e7l6IokKRwo3okYRI94D50FVe6w8RisWDWrFlJ9evbbDYsXZqa8Sa3242vv/4aixYtou6jDEOhkOEURUHQH0LQG4QkJV7JMhkLFi4Ay7J4/fXXcMKJJ4DtGzRUZBnPPvssSqZPR4jnsXffPuzdtw8AYLPaUF5ehrKyMpSWlSEvN3dUIeFxe2AymaA3DH0y8nm9YFh2xKGgi7ia9bg94PRc2mvitTAZZo4zA1ocYDBkmETdP8zfCcdxY7IdZn19PSwWC6ZNmxbzfpPJhIqKCpq4loEoFDLUWISBymQy4cc/+QnuvusuKIqCyy67DIFAAI/8/e/YsnUL1j/6KObOnYempiY0tzSjva0dXp8X+2trsb+2FgBgMVtQXl6OsrLwDlv5+flJh8T+ffux9fOtKMgvwJlnngmjKXa3Rdko+6M7OzrB6Tnk5eWhra0VdnvWhJkoFR0mySfKwDCJVRIceT8v8HC5XCgsLEx4gvb7/WhqakJNTU3CloXRaIx7jMFgoK1RMxQNNGcYRVEQ9AUR8IZnII+VluZmvPLKK3jgwQe1NYHKy8px66234tzzzo06VhREtLW1oqmpGc3NzWhra4MkR5+ozGYzSkvCAVFeXo7CwoJBIdHb24sf//jH2Lx5M/ScHpIkISc3B3ffdRfWnnXWmLxHg8GIwqJCKH0rwaasC2yS8Ho8ONLQgLlz5sBoMsas4gKAF154Hk89/TRCoSBy8/Lw4x//CKefcfqIu7kEQYDP50NWVhZVhGUYCoUMIcsygr6QthzFWONDPGRFBgMG+/btg96gx/x587SupHgkUUR7e3u4JdHcEl5HSYqugDIZjSgtLUVpWRnKy8Ihceml38TXX3+NO+64A6tXr0ZzcxP+8Ic/4t1338Vrr72KoxYvjnqMluZmgGFGtSgeGSVFwQ033ICNzz+Pk048EfPmzceWLf/C3n37cOutt+JHP/pRzIF3SZbBsiw4PTfoflEU8dprr6G5uRlHH300TjrppIwfkJ9KKBTGmSzLCHiDCPpCE3bDEVmS0N7RgZbmcEuipaUFvBA9ga67qwtPPPkkHn/scaw+czVampuRk5MDk8mEU045BYuXLMH9998f9TOJtnQcjtbWVpjN5pQ81lTy7jvv4jvf/Q7u+9vfcOGFF0KSJLAsizv+8Ac8+OCD2PKvf6E8xtpUagnw9JLpUbdv/vhjXH/9T9Hd0w2WZSFKApYuXYrHn3gcFRXl2lIqsbrBqEWRHhQK40SSJAS9QQT9/LiEgcftgSDwSVUBDZciy+jo6ERzS7MWFFu2bMVnn32Kuro6MCyLw4cPoyC/ANk52fjtb36DN998C//a8q+Uvo66w3UwmsItlpbmZpjN5jF5vxOZ3+dDW3s7qiorowbmVdf94Ac40tCAt956Cx63B0eO1GPu3HkQJRFLFi/BhRdeiO9+97swm83actlmsxmhUBA6jotaPrvucB1Wrz4Dxx9/Am677TbMmjUTn3zyCW666WaYzWa8//57CVuqbJwqLu37QfdTmAwHDTSnmSRJCHjCi9SNZx77/X74fL4xOUkyLIvi6cUonl6M5cuXQ5FlGAxGfPTxR+jt7UV+QQFmzJihHd/e0YFQKIiNGzairKwMZWWlmD69RPt84lUoxZOXlweOC59kSsvKRv/GJiGGZWE0GIbsvunt7UV136J2ZrMZlZVV4Dgd9AY9iooKsW/fXmx6Y9Ogn+N0nBYU6teGDc/BarXh0fWPQpFltLa2YuXKlXjooYdwzrnn4P33P8DqM1fHfb3hrtXhD8BHTkwcMkwG3T81w4RCIU0kUQp3E/lD4/1SAADTimOXCo4FhmVx1llrcccdv8c999yD3//+99oA5r69+7Dp9U044YTj0dTchKbmJgCAjtUhJycHhYWFWLBgAUpKSoYdDiMtZZ1KzGZz3Cqv+fMX4MUXX0QwGITJZNLmezQcaUD9kSNYsWIFykrLtE2bAoEAZEWGKInweD3weD3aY+3dtw+nn74KJpMJPq8XIT58YbRk6RIUT5uG7du3JwyFkVIXeQwbfphEt0Amd5hQKIyxkS5fPZl0dXbhzTffwooVK/H4E09g9+7dWL36TDQ1NeHFF1/A3Hlzcdddd8HhcKC5uQVNTU3w+X3o6e1BT28Pag/UgmVYFBdP0ybTlZaWJpzxHAgEwDIsjEYDduzYiezsbFTXVKfpXU8MiixDluVwOWqM1sLatWvw2GOP4Uc/+hF++9vforS0FPv37ccNP7sBRYVF+NVtt0WX+SoKeF7A9u1fwePxwuNxo7OzCz6/Dwa9Hm1tbQAAq82GGX3bgAb8frjcbtizMm/hwlStGBy5/LyOY2E0Z+42pDSmMEYEXkDAG4y7fPV46u7qgtfrQ1V11Zg+T31dPTZteh28ICAvLw/5efl46ql/YteuXdBxHBYtXISHH344+oSgKHA4ndp4RFNTc9QVJwAwYDBtWpE2ma60tHTQ9o+HDx/Gti+34ZFHHkZbWxt4XsBxxx2HW355CxYsWDCm73uicDldaGxswPz58weNKbS3teP55zdif20t3n77bQSDQWRnZcHpcqG0tBSPP/Y45i+YDyA8NtHc3IzGxvDclt7e3kHP1djQgOdfeAEbN2zECSeeoN1+91134a9//Ru2bt0y6bv5DEY9bLnWjG5NUCik2HCWrx5PbpcbwWAQRdPib5s4Gju278CHH34IBQoqyitw3nnnaRPVJFHEAw88CEEUcNW3rkJh0eCJTC6nC4qiICc3B26XG03NTeHqpuZmOF2uQccXFhT2zZMIB8VLL76IW275JVauXImLL74IbrcHjz32GFpaWvDKK69g3vx5Y/beJwpREMNLnmTZo1oKnR2d2LhxA0I8j/Kycpx55pl455130NHRjpkzZ+LEE09Ce3sbmpqa0dTcFDMEigqLwrPgy8tRWloKHavDVVd9C1u3fo5zzz0Xs2bNwubNm7H18634xY2/wE9v+Gk633paMQwDS5YZZuvQ+1ZnCgqFFBnJ8tWTlSLL+Oijj7F9x3YA4f2Rzzj99EGVJa+8/DIO19XhpBNPxHHHHz/ocZqbmqAoSsySR6/Ho02ma25p1ibgqSRRxP/936M466y1uPfee+Hz+aDjOCiyjDVr1mD27Dn4v0f/L4XvevLo7urCho0bEQwGUVJSgosvuhiiKKCpqUn7zHt6ewb9XFFhEcrKSrWVUfPy8weVAIeCITz22GPYsGEDuru7MWfOHFx77TVjMnkxU3B6Hey5Nui4ibGkB4XCKPFBHn5PYMQrlo4XSRQhSfKoVyIdSOAFvPHGJhyuqwMArFixAscsXx6zv3rXzp147/33UTJ9Oi5ft25Uz+vzetHc3BIOieZm7NixHR988CH+7//+jmOOPRZfHzwIq82GkpISPPzQw/jd736H+++/H2azGUaTESajESaTCUajCUb1e1PfnwZDUpP6JiI+xMPr9SAvLw9gGPR0d2PDxo0IBALIzclBWVk5WltbY4ZAYUEhysvDM9hLy8qiuu9aWlpgs9qQnZOdzreTcSx2Myz2ibG0iooGmkdotMtXj7eurm44nU7MnTc3ZY/p9Xjw8suvoLOrE5yOw1lnrcWsOEso19TUAO+/j9a2NgQCgVGtS2S12TBn7hzMmTsHAFD6bim2bNkKltVpzxW5EqysyDh48EDSJ3uDXj84MIzG/r/HuE+9neNiD+KON6fDiVdeeQUOhwMzZsxA8fRibPnXFm12usPphMPp1I4f2D0X7/c11Weh6zgdbDmWEZdTjycKhWFK1fLV4y0vLw/Zo1xOOlJnRydefvlleH1eWMwWfOMb3xg0m3Ugm92OwoJCdHV3ob6uXhu0VLW1tkGBgpKSkmG/nuOPPw49PT146+23cPTyo7VBVFmSsGHDBixZvARnnLEawWAAoVAIwVAIoWAIwWAQoVAIoVAQwWBQm5nNCwJ4QRg04J0MHasLB4bZFBUkBkOsEDHCZDLD2Hec0WgYk0B55umnceutt0IQRGRl2eFwOpGXl4dvfOMb4VYDgIL8ApSXlycVAgPJfTOfMzEMx5rJYoQ12zJhl+6gUEjCWK5YOl7C3Uap6To6fPgw3tj0BgRRQH5ePi688MKk9y+orq4Oh0L94FAwGg0jnuBns9tx3Q+vw5///GcIvIBLLrkYLpcbDz30EHbt2oVnn302qS1HFVkeMjDUMAkGguB5vu+28O2BYBChYAgKFEiyBH/AD3/AP+z3wYCB0WjQAsNoNPV/H6/bqy9U1JZQIBBAS18l17+2/AsPPfgQLrnkYtx6663ILyjArp078ZOf/ASvvvIq/vGPJzF7zpxRtdxqaw+gsLAwZgHBZMWyDGw5VhhME3t/CBpTiENdsTToC02aMFD5fT4EAgHkFxSM/EEUBV99tR0fffwRAKCyohLnnnvukEthx9La2opnn30WJqMRP/zhD8GksFSvvq4er7zyCu6//37thFxVWYnbf/1rnHnmmSl7niH11eyHQqGYgTHw9qD69777Bi4yOBIsE/48ZaX/3++bb7wBr9eHzz77FIFAAJ2dXaiqqsSePXuw9qyzsH79eqxZs2ZUz+t2uWHoC7OpwGDSw5aT2aWmyaKWQgzpWr56PPl8fjgcvSMOBUWW8eGHH2HHzh0AgKMWHYVVq04b9oDs9OJimEwmBINBtLa2RtWpS6IIRQE4/cj+mebk5uDqq68Cz/Po7OrE5ZdfjqOXLUtp8MTFMDAYDTAYDSOamCWJohYcaosk3FIJDer28gf88Ho8CAaDEAQRCsL/biPDQNXT04u1a9dovyt1c55FRx2F/Lx81O6vHXUojHanu4mCYRhYsy0wWTJ3MtpwUShESPfy1eOpsGjkTXs+xGPTptdRf+QIAGDlypVYfvTRI+o/ZlgWNdXV2Ld/Pw7X1UWFQktLKyRJGvEs5NzcXLS1toHTc5g5YyaWL18+oscZLzqOg4XjYLFaB90XDAb7uoOa0NHege6e7kHHMGC0cIhkMplQ11cdZrXZYO2bWdzb0wOXy5WSlWSdDmd4DGUStxT0Bg62HOuEKTVNFoUCJsfy1enicXvw0ksvobunG5yOw9lnn4WZs2aN6jGrq2uwb/9+1NfVY+XKldrto+2PVlsfAFA0wfu2/T4fDh78Gg0NR9DR0Qmvz5vwZ9RAsNvsyM3N1b5MRiN+f8cdeO/d93DG6jMAhAeGf3/HHWBZZtAmSyPR3NKM4mnTJm0oTMRS02RN6VAY7+Wrx5PD4YDT4RzWVXhHewdefvll+Pw+WC1WfOMb30Dx9OJRv5bKqkowYNDT2wO3y611PYx268yWlhY09y2wV1g0djO3U0ZR4PF44XA40NnViZbmZnR3d8Pr9Q3a6W4gk8mEvLw85ObkRAVATk7uoO63xYuPwrZtX+Hb3/k2Vq5ciRk1Nfjoo49wpKEBa9esRSg4+kUbF07SZUQmcqlpsqbkQHOmLF89njzu8AqWyZZ7Hj50CG+88SYEUUBBfgEuvPDClC5g9tyzz6GltQWrTlulVQV53B7IsjziCVB8iMfGjRvQ0dmJc84+R5vDMK4UBYFgEA6HI/zVG/6zp7cHTocz5hhAJJPJhLzcXBQXF6OoaFr45J+XO+wrckkU8eKLL2Hjxg3o6enFnLlzMHPmTADhMF53+TpaZXYAs9UIS9bELTVN1pRqKUiiBL8nMKVXLFXZs+zJndQVBV9u24bNmzcDAKqrqnDOOeemfCZ0TU01WlpbUF9fp4WCy+WEKEojDgW9nkNPT3hNnnSXRgq80H/id/TC6XRqfw+GkrsSNxmNyO+bKzBr1qyY+16PlI7jcOk3L8Wl37w06jVv2PAcOjo78dLLL+Hyyy8fcWut4UgD8vLyMnLl0+GaLKWmyZoSoUDLVw+myDIkSY5b2aPIMt5//wPs2r0LALD4qMVYteq0ManeqampwSeffoqmpmaIgghOz8Vd5z8ZdfX1ECURek6P3Jyc1LzQCLIkwelyRV31qyf/ZPr8B8rOykJFRSUqKipQVlaqDQCni96gxwUXXIBnnnkGDocDr77yKi655OKYO7JNFZOp1DRZk/q3nenLV4+nnp4etHd0YOHChTHvDwVD2LTpdRxpaAAAnLLyFBx99LIxm6Gan5+PLLsdbo8HjY2NqJlRM+LHEgURb7/9Nt599x20t7dj9uw5UBQFI3rlEf38DkdvxNW/Ay6XO2Z1j8poMECvN0CURASDwUH35+bmoqy0TJs1nO4QiMVqs+HCCy/Es88+i5bWFrz99js4++yzhv17r6yqHKNXmB6TsdQ0WZNyTIEPCQh6M3/56vHEh3jwfAg2++DmvdvlxksvvYSe3h7oOT3OPvsszOjrbx5L77/3Pnbu2omjFh2FM1afgc6OToiSOKxlLhwOB9atW4fdu3djzuw5EAQedfX1OOnEE/HEE0/AbLEM/iFFQSAQQG/ECd/pCF/xO53OuJPIDHo9cnJykZWVBY7jwPMhuFxu9Pb2DgoMdYG5TAqBoTQ2NOLFF1+ErMg45phjsGLFiuE9gKJM2CUu9AYOtlxreOOhKWhStRRo+erkqZOqBmpva8fLL78Mf8APq8WKCy64IG1bd9bU1GDnrp2or68HFAUcpxv2oN5///KXaGlpweuvvY6ly5YCioLNmzfjmmuvxe/vuAPX/+f1w+7nZxkWObl9VT191T02mx3BYBBd3V1obmrC4cOHY4ZAaVkZKsrD3UGxAjhTVVRWYPWZq/H222/jiy++QE52NhYddVTSP797926UlpVp6yhNBAzDwGI3wWybnKWmyZoUoTBRl68eT8FgEH6fD3n5+dptXx88iDfffAuiJKKwoBAXXHBBWgcKy8vLwek4eLwedHd3o6BweIPDvT09eP31Tfif//k1li5biqbGRug4DitPOQXf/9738cgjDyM7K2vIPvIsux25uXlRJZ25ubnIyrJDEES0tLSgqbkJe/bsQXt7x6AQyMnORll5OcrLwi2BiRQCsSxYsABulxtbtm7Be++9D5vNnnQJc2lZGayWwZPuMpWO08Geax3x7PnJZEJ/AqFACH7PxF+xNN26u7rw0ksvw+1xY+GCBTj99DOwfcd2fPLJJwCAmupqnH32OSmvMEqE03OoqChHXX096urqtKvMZJfOaGlpgSRL2sxlq9WqLZ29fPly/PVvf0UgEEBBQQEsVitysrNRUFCI6SXTUVZaFrVmEx/i0drail27d6G5qSlhCJSVlU2KSpuBTjjheLjdLuzdtw+bNr2Oyy67PKlKronUQpgqpabJmnChoCgKQgF+UixfPR6efOJJ3HbbbWAYICcnF51dnZheXIyzzjobuXm5WLJ4CU477dT0rQ80QHV1dTgU6usxffp08IKAGTNmJPWzZrMZLMNi165dWHTUUVGtoF27dsGg18NkMofXEQqF0Nvbi7r6eu0Yq8UKjtNBEEQEAoGYIVBaVtbXEiiflCEwCMNg9erV8Hi8aGxqxEsvvYR169bFf++KApfLDbPZnPYLi+HQ6VhYc6wwGCfvRLSRmDB1VoqiIOALwtnpgtfpo0AYga1btuCWX96CK6+8Ajt27MT2Hdvx9ltvwWQy4dVXX8UpK0/BqtNXjVsgAEBNTTgA2lrbYLXZML048YxpPsTjk08+waZNb6BmRg3+9Kf/xaGvv9bu37F9B/7+90dw0UUX4corr8CZZ56J5UcfjdKSUpjNZjB9dUk+vw8utxv+gH9QIGTZ7cjJyYGe0yMUCqG7uxsOhwOyNPn/HbI6Hc477zzk5+XD6/PipZdeSjjrubGxAT6/L02vcPiMZgOyC7MoEGKYENVHfEiA3+2HJMpTdgZyKnz/e99HXV0d3n//PXg8XnR1daFmRg22fbkN53/jfDz1z3/i1NNOG++XiSefeBLdPd04a+1ZmDd/3tAHKgr27N2LTz/5VFsaOyc7G+vXr8eRhgYce8yxEAQeX23fjqMWHYW7/3Q3nA4nmpvD3UEDZw9bLVZk52TDZDRCURR4vT44nU4I4tBVbAwYZGdnaUtK5OTkIKdvMDoryz6ptvH0uD14+umn4fP7UFlRiQsvvGDI95epm+wwDANbjgVG89QrNU3WhAiFSIqiQJZlKLICWZIhywoUWf0z4r6I20nYyhUrcMYZZ+C222+Hz+tFb28vyisqAEXBnDlzceKJJ2Dt2rOQnZ0Fuz1L+zMrOwtZdnvaJjF98skn+OKLLzBjxgycduppMZdhbmlpwUcffoiOzk4A4Uqflaecghk1NQgEg3h+4/N4++23EQwGUVNTg2nTiga1gLLsdpRXVIS3mCwrj73cs6LA5/Np5akOpzPpclWWYZGdndUXFLlaWOTk5CA7O2tcW2Qj1dnRieeeew6CKGDBggVYc+aZGXfiH8pULzVN1oQLhZFQg0KS5KgAGTJMJulHcsEFFyDLnoUn//Fk1O1trW045thjsObMNViwcOiFzKwWK7Kzs5CVlQ17lh3ZWeHvs7LsyMrKTlnlRktLCx568CH09PZg7py5OPXUU3DU4sUAwlern3zyCWoP1AIITxA77vjjsXDhQnR2dKKpqQlNzU1ob2sf1BLIsttRXl6uDQ6Pes1/RYHX64XT6YTT6URv3/wG9e/JBIYaEpGhkZVlz+jAqK+rx8svvwwFCk484QQcf8IJUfcrsozm5mbk5+fHXPY73ajUdHimRCgMl9oakaXBrY6J3Bp5+qmn8IubbsKTTzyJVaevAhCe/Xv99f+J99//AG+8sQmiKMHtdsHlcsPjccPldsPj9sTtQlGZzeZBQZGVlaV9n8ygoyLL+NWvfoXHHn8cJqMRHKeH1+fF6atOx3e/+13s3r1bO9lWV1UhLy8Pbe3tMUPAbrOjoqJcmyuQ1o1f+gJjYAsj6cDIyUZuX1dUTk6uFh6ZEhi7du7Ee++/DwBYu2Zt1Faqiiyjvv4Ipk0rGvcJelRqOnwUCikyEVojkijie9/7Ht55912sOPlkVFRU4qOPP0JHewfuu+8+nHf+ebF/sG/Gr9vtCQeG2w23GhouN9xul7bBfTwmo3FQUES2PExGIx5++BH89ne/xa9vvx3fuuoqGPR6bNr0Bn72859hxowZWLNmDYwGAwRBjBkC5eVlWksgOzsrM7s2+pbOcDr710qKDI14y2SrgZGXm4vs7OyosYx0B8bmzZvx5ZdfgmVYXHzxReGuyAxitplgsZup1HSYKBTGyXi1RiRRxEsvvYwXXnwBDocDCxYswDXXXIMFo1n/XlEQDIUGBUU4RMLfJ7MyqJ7T4+FHHsaZq1fjnj//Gd1dXeAFASUlJXjowYdwxx134Ac/+A9tqYoJEwLDEREYsVoZ8QJDx+oGtDD6Wxl2uy31gaEo2LTpDRw4eABGgwHr1q2LKgMeL1RqOjoUChOEooRbF7EG1zOpNTIUPsQPCorIlkcgEEAgEMADDzyAhx96GOeedy56urshCCKKpxfj4IEDOG3VKtx808047bRTUVZWjpyc7IkfAsOgyHJfYDj7Q6NvlVaX0zWswBjYwhjp5yiJIjY+/zxaW1uRZbfjiiuugMFgxI6dOzBjxoyUbO05HEazAdZsy5Ra1TTVKBQmsf4QyfyxEYEX0NPTgxNPPAE/+9nP8Z/X/2fU/W+/9RauufZabP7447QszjfRRAaGuq6T2spIOjD61nYa2MJIFBiBQADPPvMMenp6sG//fuzauRM8L0CBggsvuBA33njjmE/0Y9nwqqZUajp6FApEE1XuO06tkZ/dcAM+/PAjvPbaq1oftdvlxqWXXgKO02PTG5tS+nxTgRoY4e4oR1S1lMvpirvbm47VhUMiN0dbDFANjcjAcDqcuOzyy7B/336sW7cOJ554Avbvr8Xjjz+O6upqvPTyS2O2X7PBqIc1x0KlpilCoUBGpT8gErdGZCnx5MPOjk5ceOEF6OjowNq1Z8FsNuPNN9+AoijYsHHj6MY+yCCKLMPt9mgD3trgd18LI15gcDpOG+zu6e3Brbfeir/c+xdcfPFF8Hp9MJvNqK3dj7VnnYU/3X03Ll+3LqWvnUpNxwaFAkmrZFojvT29WL/+Mbz5xpsQBQEnn3wyrr32WpSWlY33y59S1MBQB7wjq6VcLndUYHyy+RMcPnwYO3Zshywr2L9/H6qqqmHPsuPyyy6DwWAcND9mNDi9DvZcG3QctQ5SjUKBZLykWyPqIDz9kx5ziizD5XJrXVH33Xcfdu3ehX9//jkAQBQl6HQsGJbFNddcA7/Ph2efey4lz02lpmOLZnSQjMeyLMACOiR3VZjs2EjknBIyPAwb3ngoJzcHALBu3Tq8+dab+Pzzz3Hc8cdrk8U6Ozrx8Ucf4YYbfjbq59TpWNhyrdAbqNR0LFFLgRBQa2S0ZEnCeeedj8amRtx800048cSTsH//ftx1111wuVx4/4P3R7XHgtFsgC3HSq2DNKBQIGQEqDUymMPhwI3/dSPeevstLTSXH3007rnnnhGXEVOpafpRKBCSJglbIwPnlEzQ/5qtra040rf20WjmlFCp6figUCAkQyVqjUgxlkiZDBiGgSXLDLN1bOY1kPgoFAiZROK1RvrX2crc1giVmo4/CgVCprBMao1QqWlmoFAghAxLqlsjVGqaWSgUCCFjKl5rBAi3EKh1kDkoFAghhGho0XFCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCEaCgVCCCGa/w9YL3mTPMwnFQAAAABJRU5ErkJggg==", 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" ] @@ -357,7 +356,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -393,7 +392,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -437,7 +436,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -469,7 +468,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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\n", + "image/png": 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", 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" ] @@ -516,7 +515,7 @@ "outputs": [ { "data": { - "image/png": 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mZDQaceutt2Lr1q346N3PsGTFwsHC/kBn9UgF/wifqPTBIjLe6UDByOgiBacODAAdGJ0ucgQTGQ2VYc3B/z1zD2qq61GzpwGJSTYcdfwRSE1NgY7RQ8/oBx8TKWQZZujzA4AgRoKQF3m5g58XOQhCpEaVk52HfZV1EEVxyAVFOBxGW2sbTlxxDHJSCuXbX3/nPWRmZmLTXzchISEBAHDEEUfAbrfj0ccexYWX/Q9S7CkjfAo6GHQGGHQmmPQmGPRGmHRmGPRmmAwmmHRmmAxmnL/Wi+uuuw7ffvstDjvsMPnxH330ERoaGnDffffBrLfIt1966aW44YYb8Oyzz+Lyyy+HwWBAXV0dbr/9dixduhSHH374OD+fcX5641xtj1eQj/X42dDOP5UoFDTmqKOOQlNTEzZv3ozq6mosW7YMZ599Nkwm05DjpF92s9mM8vJymM3mIaNnlBivb8VisSA1NXXI7QbRAHMMfSuRIInUQD7xfou8vDzk5eUddNzhhx+OHbu3IyexEHqdHjpGF+ks1+mhhwF6XaRwNugM0OkM0OsMMOgM0DPGweMOFPQTdVjRCdhbvBeZmZnIyMiY8POM5JpLr8c5m8/BCy+8gCuvvFK+/dFHH0V/fz9+dO6PkGXLBydyEAQOlV/txhWXXykHguTiiy/GQw89hIbdHTjjzOWDhb0ZZp0ZRoMFRr1x+EuP6Pvf/z5efvllXHjhhfjJT34idzS/8sorOOGEE4b0JwHAD37wA1RVVeHuu+/GY489hoyMDOzfvx8FBQV47bXXYDKZFBfSw4+hQltbKBQ0yGQy4Uc/+pGiYxmGmfCs2/H6VjiOA8uyoz5/bP0qVpQUL0R7ezscDgeysrKG9K3s3LkTCxeUoixn1YTeS7xkZ2cfVBDHw+rVq3H11VfjN7/5Dd555x1UVFTgm2++wb59+/CrX/0Kx6w6ccjxep1hxL4n6bac5ALkpy4Yct94V8vDC+Z33nkH9957L55//nm43W6kpaXhqquuwl133QWLxXLQ4zdu3IjLL78cb7zxBlwuF375y1/i3HPPhcViAZk9aEazRgmCAJ/PB6vVOmYNgOd5dHV1IT09Pe5/nH19fWhqasKqVavicjXncrlQUFCAE088EX/605+QlJQEjuPw0EMPYf369di6dStOOeUUTYwEU8vHH3+MV155BU1NTVi0aBGuuOIKHHvssQCGFt7XXnst/v3vf+Prr79GUlKSfPvdd9+NjRs3oqmpSa7NTPZqm+M4uFwupKSkKFq7qLe3F/39/Vi8ePGEX5NoF4WCRgUCAVRXV2PJkiVjLrPAcRz27t2LoqKiuI8R5zgOoVAorss8bN26Feeeey5MJhOOPPJI7N+/H83NzVi/fj1+97vfxfx88R4J5vV6YTabD1qqAZhch2T094IgIBQKwWw2j1pL279/P1avXo3CwkKsW7cOOTk5+Mtf/oIXX3wRd9xxB+69996YP6vRhMNhufamJBTcbje8Xi+8Xi9MJhOKi4vjdi5k+lEoaJQgCAiHwzGPKpoJWlpa8Nxzz+Hbb7/FvHnzcOWVV465gJ/aoof/7dy5E9nZ2XLn+nSqrKzEunXr8PHHHwOIDES45ZZbcOONN8a1Hd7n86G+vh6LFy+G2WxW/LiBgQHo9Xp5/S0yO1AokFEFAgE4nU7k5ubOmc5AlmWh0+li7rSPRSgUgsPhQHZ2tqIr8+rqanR2duL444/XxNLUHMeB4zjqS5ilZtcl6CzCsixaW1sPWvBuOJ7nsWfPHrjd7rifQzAYhMPhUKXdXhRFhEIhzS07YjQaVQ0EIFKoOp1O8PwIEwhHsHTpUpx88smaCAQg0qdQU1MDr9cLv3/kuQ5k5qJQ0ChBEOB2u8ctOBiGQUpKCoxGZUMRY5GWloZDDjlEleYrQRBQVVWFgYGBuD/3ZLS2tsLlcqn6GjabTR5GrAU+nw/V1dUIh8OKjk9PT0dJSQna29vR09Oj8tmRqUbNR2RaiKIIj8eDhIQEVQJtompqapCeno709PTpPhVZd3c3+vv7UVZWpsrzB4NB9Pb2Ijc3N6baCMdxYBhG9ZoVmVoUCjOc1AyjRrOHy+VCe3s7lixZMus6u6eTz+dDY2MjSktLFdUWPB4P/H4/srOzp+DsxufxeBAIBJCVlTXdp0JUQH/pGhUKhbB79254vd4xjxMEQbU+BYPBgMTERFU6mUVRRHd3N4LBYNyfW+sMBgNSU1MVh3hSUpKqgSANkVV6fejz+dDX14fOzk44HA7VzotMDwoFjdLr9UhPTx+3aUWn02Hx4sWqDAu02WwoLCxULRQ6OjoQCATi/tyTUVVVpXo7udlsRkFBgeKmmnA4rGqHrtfrRVVVleI+hZycHJSVlSEcDoPjONXOi0wPaj4io+J5HhzHDVnXZrbr6emB1WpFYmLi+AdPkHRlHr2UxFg6OjrQ19eH5cuXq3I+HMchEAjAZrNRMyGhmoJWSctcjDf6SBRFdHZ2qnLF7XK5UFVVpblho2rKyspSNRCA2Ef7ZGZmorR0rCXFJ8dgMCApKUlxIPT29qKurk618yHTi0JBo1iWxb59++Dz+cY8ThRF9PT0jDufYSKSkpKwaNEi1Yak7t+/X5W+kMnwer2KC+uJslqtWLx4seJRV0ajUdWJYqFQCF1dXYrnTRiNRiQkJKCmpgatra2qnReZHtR8pFGiKCIQCExoSeyZQBRFNDc3IyMjQ/Ur81hoaZkLidvtht/vV+2cPB4P6uvrsXTp0oOWaB9Lf38/DAbDlOzLTKYOhQIZVTAYhMvlQmZm5pxpaw6FQtDr9arOHg6FQujv70dmZqai1+nu7sbAwIBmViXluMjmQbEECJk55sZf+gzE8zza29vHHbIpCAL27t2ryizcYDCIzs5O1ZanlgoXLTGbzaovJ8GyLHp7exU312RnZ2smEIBISNXU1MDn883JIcWzHYWCRgmCgP7+frAsO+Zx0iY7ahRkqampWLFihSrNV4IgYOfOnXA6nXF/7slob29XvZ8jMTERhxxyiKaWudi3b9+4v2uS9PR0FBcXo6WlhZa5mIWo+YhMC1EU4XK5YLVaNdUMsW/fPmRkZMR9O87J6O7uhsvlwqJFi1R5/kAggJ6eHuTn58d0ccGyLBiG0cxCfSQ+KBRmgXA4DL1eH/creo/Hg/b2dpSWls7Kzu7p4vP50NLSgpKSEkWB6HK5EAgENNP57fV6EQqFNLU+FIkfaj7SKI7jsGfPHng8njGPE0URu3fvVmW1Ub1er3iCVaxEUURvb++cbJPW6/UxTRRLSUlRNRAEQQDLsor7jtxuN7q7u9HV1YX+/n7VzotMDwoFjZKWxFZSNS8tLVVlmQur1Yri4mLVRh61tLSMOw9jqlVXV6O3t1fV17BYLCgsLFTc7MKyrKrh6fF4sGvXLsVLVuTl5WHp0qXw+/2qz+kgU4+aj8ioBEEAz/MwGAxzZpmLrq4u2Gw2VbeYlK7MlS4f0t7ejv7+ftWWuWBZFn6/P6ZZzWT2ot8AjRJFEcFgUNGwxe7ublWWuXC73di1a5fioZOzQU5Ojup7Dvt8vpgWoMvMzERJSYlq52M0GpGSkqI4EHp6etDY2Kja+ZDpRaGgUdI2m+P1KQCRBdPUWEXTZrNh4cKFqlw9iqKI2tpazS1z4ff7FQ/NnKiEhASUlpYqXubCZDLBarWqdj6hUAg9PT2K54wYDAaYTCbU1NSgo6NDtfMi04PGkmmUXq/H4sWLFa15s3LlSlXOQbqCVIter9dcs1Rtba3qy1zEujSE2pvaBINBtLW1IS0tTdEFgN1uBxBZGE8rcy1I/FCfAhlVKBSC2+1Genr6nGlrDgQCMBgMqm4RGg6H4XQ6kZGRoWiob2dnJ1wuF5YsWaLaOcWC53mIokjzE2apufGXPgMJgoDOzk5Fo07279+vypDUYDCI1tZW1foUBEFQbQmNiZqKPaNDoRA6OjoUf665ubmaCQQg0ly5f/9++P1+VVbnJdOLQkGjpCWxlYSCWiuppqSkYNWqVaoUkqIoYseOHejr64v7c09GZ2enon6cyUhKSsLKlSs1M5Pb6/WipqZGcUhlZGRg3rx5aGxspGUuZiFqPiLTpr+/HzabTVPt0nv37kVGRgYyMzOn+1RkPT09cLvdWLhwoSrP7/P50NPTg8LCwpguLkKhEHQ6neo1KzK1KBRmAY7joNPp4t7u7/P50N7ejgULFlD7cRz5fD60tbVhwYIFigrUgYEB+P1+5OXlTcHZjc/r9YJlWaSlpU33qRAVUPORRklLYisZsrlr1y5VmmHUXuysr69vTrZJ63Q6mM1mxSOvUlNTVQ0EURTlzmMlnE4nOjs70dXVpcqS7WR6UShomM1mU1SdX7BggSq7X1mtVlVrCU1NTaq338dq3759cDgcqr5GQkICiouLFX+uHMepupzEwMAAKisrFfcpzJs3D0uXLpWHypLZhZqPyKhEUYQgCNDpdKrMJxAEAQzDaGquQkdHBxITE1XdYlK6Mlc6T6OtrQ0DAwMoLy9X5XzC4TB8Ph9SU1M19bMg04NCQaNEUQTLsoqWxHY4HLDZbEhISIjrObhcLtTV1WH58uWaGSkzG7jdbtTW1ir+XIPBIDiO08xe1tKouMLCwuk+FaICaj7SqFiWxG5tbVWlGUbt5qP6+nrNLXMhFcBqSkhIQElJieLP1WKxqBoIoVAIDodDcZ+CNKihpqYGXV1dqp0XmR4UChrFMAxKS0sVNWOsXLlSlSUQjEaj4qUPJkKLk9f279+vep+C0WhEamqq4s/V4/Goek5+vx/Nzc2K1z7KyMhAQUEBkpOT4147JdOPmo/IqFiWhdvtRmpq6pzZec3n88FoNKraXBYOh+FyuWC32xV9rh0dHXC5XCgrK1PtnERRVNyfIIoiRFGcM0ufzDX0U9UoURQVL4ldX1+vyjIXgUAATU1Nc2rpbJvNpnr/STAYREtLi+LPNS8vT9VAABBTB3NLSwv279+PYDCo+oqyZOpRKGhYR0eHolBQ64otKSkJq1atUq2Q/O6771Tf5SxW3d3d8Hq9qr5GcnIyDj30UM103nu9XtTV1cXUfJSXl4fa2lpa5mIWommqGsUwjOIlsefPn6/aOaipqKhIMyNqJA6HAwzDaOq8enp64PP5VPs5x8pmswFATJ3lZOagPoVZQK3x/n6/Hx0dHSgqKqL1beLI5/Oho6MD8+fPV1So9vf3IxAIID8/fwrObnw+nw88z6s6l4NMH2o+0rD9+/crWkZg165dM7IaPzAwMCeXuWAYJqaOe7vdrmogSB3HSjkcDnR0dKC7u1tzM9LJ5FEoaJjJZFLUX1BUVKTaMhcLFy5UrZagxXkKNTU1qi/nHev8D57nVZ074XQ6sX37dsV9CoWFhVi0aBH6+/vh8/lUOy8yPaj5iIwplqGKsVJrddfJaGtrQ1JSkqrbkEpX5kqb/FpbW+F2u7Fs2TJVzicUCsHr9cJut9MyF4RCQcuUFppOpxMWiyXuE4k8Hg9qampQXl6uqT0PZrpYlw8JBALgOA5JSUlTcHbj6+npAcuymunjIPGlnUs0cpCdO3cqaspoaWlRZQlji8WCoqIiVVdJ1VrzUTgcVn1ehtVqVdzJDESWxVAzEKQ9o5VeH0oLJdbU1GhuSDGZPAoFDSspKVHUV7B8+XJkZ2fH/fWNRqPizeUnIhwOK27Hnip79+5VvaAzGo2w2+2Km828Xi+cTqdq5+P1etHQ0KA4FLKzszFv3jwkJiZqZq4FiR9qPiKj4jgOHo8HycnJc2aZC4/HA5PJpGpzWTgchsfjUbyuVFtbG9xuN5YuXarK+UhX/nPlZ0zGRjUFDXM4HIpmNDc1NalyJRkIBNDQ0DCnljJISkpSvf9EWj5E6YiigoIC1QIBiH2IbFNTE/bv349QKKT6irJk6lEoaFhLS4uiceBqrTaamJiIFStWqFZIVlZWaq5Nure3V/VhlsnJyVi5cqVmml48Hk9MzUfp6enIzs7Gvn37NPfzI5NHc9Q1bNWqVYqOW7BggSqvH+sVZKzy8vI0tZwEAHR1dSErK0teykENsc4+7+3thd/vR1FRkSrnI4piTFf8Uqe3wWCgme6zEPUpkFEFg0F0dnYiPz9fM1e1s4Hf70dnZ6fikV0OhwPBYBAFBQVTcHbj8/l8EEVRc4FO4oOajzRM6ZLYu3btQmdnZ9xfX9oSVC1ut1vVDem1KtZlJaRNbbSip6cH7e3t8kJ9ZHahUNAwnU6nqJkhPz9flRm4CQkJWLRokWq1hLq6OlX2gZiMuro61Ze5sNlsWLhwoeJ5CoIgqDp0t6+vD9u3b1ccVIWFhVi4cCF6enpUX2acTD1qPiLTJhwOQ6/Xa2ooZEtLC5KTk5GamjrdpyKT9uBWawRSMBiEx+NBRkYGLXNBKBS0TOmS2G63GyaTCRaLJa6v7/P5sH//fpSVldFevHEkLXNxyCGHKOqo9fv9YFlW1fWYYtHb2wue55GTkzPdp0JUQM1HGqZ0Sezm5mb09/fH/fVNJhMKCgpUG2GidMjtVOI4TvVZ1gkJCSgqKlJcQ7JaraoGgrRntFIcx4FlWdTW1qre1EamHoWChhUVFSkqDMrKylS5ajMajcjKylJt7aNAIKC5iXF79uxRfW8Kk8mEjIwMxctc+Hw+Vda2krjdbtTV1Sk+Pjc3F/PmzYPFYqGd12Yhaj4io+J5Hl6vF4mJiZpq91eTy+WC2WyOe1NcNJZl4fV6kZKSoigYWlpa4PV6VetTEAQBPM/TnAMCgGoKmuZ0OhUtc9HW1qbKMhfBYBB1dXVzathoSkqKqoEARPoIGhoaFK/GOm/ePJSVlal2PjqdLqZAaGxsRF1dHViWVX1FWTL1KBQ0rLm5WVGzQTgcVmUNGqvVikMOOUS1QnL37t2aWyahr68Pfr9f1ddITk5GRUWF4qYXNfbfjubxeNDU1KT4eLvdjvT0dOzZswcOh0O18yLTgxoENeyQQw5RVBioucyFmk0KWVlZsFqtqj3/RLS1tSE7O1vV82IYJqa2+N7eXgSDQcybN0+V8+F5HsFgUPHxUj+XXq+nzZdmIepTIKMKh8Po7OxEbm7unFnmQlpccPi/4YsOMgwj74onfa/0it7v96O7uxuFhYWK+mrUDoVYSTUprQU6iQ+qKWhYU1MTUlJSkJaWNuZx1dXVSE1NRV5eXlxfXxAEBAIB1YZoer1emEymuAfOaAX78EIewJACPx7XR8NDYqSvHMchHA4rfr3MzMxJn1c8dXZ2QhAEpKamwmazUTjMMlRT0LCGhgakpqbCbrePeVxfXx/MZvOMW6Bsx44dyMvLG3HXuJGu0Mcq7KVCfrIBNlUzmqVaxUihMfx7tfX19aGtrQ0VFRWKjuc4DqIoYs+ePcjLy0NWVpbKZ0imEoUCGZUgCPD7/bBarRMqnMYrvIPBIHQ6HfR6/YjHToe2tjYkJSVpZvYwELkyDwQCWLx48bg1kYnw+/3weDyqbOlKZh4KhRksHA5j06ZN+Oyzz2AymfDDH/4QRx111KRHqgSDQdx333145ZVXkJ6eDofDgR//+Me44447YLFYxm2Cme6CXes8Hg+am5uxZMkSRR3Ofr8fHMeNu1/3eM1W8ap99Pb2wuVyoaenB2lpaViyZAmtmTSLUCho2K5du5CRkTFiX0FHRwdOPfVUVFdXY82aNejt7cX27dtx3nnn4bXXXjuosIm+Qh+rCUYQBFx44YX4/PPPcdFFF2H58uWorq7Ga6+9hkMPPRSvv/563CaydXV1ISkpSdUNbWIliqLqBZy0R7Pdbp+2wjS6mUpatiI5OXncjvNgMIjbbrsNW7duBcMwcDgcmD9/Pp566ikcccQR0/JeSHxRR7OGFRQUDJkjEF14X3bZZfB6vfjqq69QVlYGQRCwefNmXHvttXjwwQdxww03HHRFr8Qnn3yCjz/+GH/84x9x8skny7efcsopOO+88/Dhhx9izZo1cXl/Pp8PZrNZU6Gwd+9eZGZmqtq5azKZkJ6ervj4YDAInufj+jlFL8fd39+Pjo4OlJeXH3Tc8FrGVVddhffeew+33norjjzySLhcLjz44IM45ZRT8N1332HRokVxO0cyPaimMMXGGxEz3qgZIDKj9JhjjsGTTz6Js88+e8jz33LLLfj3v/+Nr7/+ekLnd9ttt2Hbtm3417/+JY8+SkhIgE6nw2mnnYaysjI8+uijk/4ctMjn82Hnzp1ISUnBsmXLVHsdjuMQDAYVDwxob29HIBDAwoULVTkfQRDAcdy4o8Dq6+tx3HHHYcOGDTj//PPl2/1+P4455hiceuqp2LBhw5gd52pPxCOTRzWFCRprPDswtJ19+PFKeb1eGAyGg2YUS7NPDz/8cABATW0j3K4geMGANPti+AKVeO31f4FjBYRZDiwrgBd48LwIgRcgiAJ4XgQviBDl/46cd029AUbLIXjgob/BoAN0ei8sCXYk2mwwmIrQ26fH51/sQ2KiBUmJFlhtZphMBpiMRhiNOhiNBuj1M2uiPM/zuP/++/Hyyy/LY/DLysrwu9/9TpUmEb/fj+bmZixdulRRU1xeXp6q/TM6nU7RsODPP/8cBoMBq1evRmtrK3Jzc2EwGGC1WnHWWWfhww8/VDSzXkm/h/SVTL05HQpK2tlHu5JXW3t7Oz755BMkJSXhtNNOG7KfQW5uLgDgm28qkZPrQ1NzMwwGE8xmG5pbWmGzJSI1NRE8L4LjeHAcj3CYQzjMIhzmEWY56HSDf3wAAAYMA+j0DNzuXHz6aQ1CIR9MSckQ+UR4vWG0tznQ2xtEfkEZ/v35XvlcdDoGJqMeRpMBRqMeJqMBZosR1gQzbDYzbFYzzGYjTCYDjEbDkGM7OlqRlZmBzMyMaQ2Tu+66C6+99hp+9rOf4aSTToLT6cSTTz6JCy+8EO+9917cF6JLSkrCkiVLFPfNqH11La3COtY8l2CQRTAowmhMg3MgAFEMY9/+L3HoqmWw2+0IBoMx7SQHYNx1k7Q0bHcumfGhEMtImJGu6LVG6sh75513oNPp5A3S77rrLlxwwQUAgPz8YhxScTweeew1XHXVVUhOjkxua2howFdffY1jjz0WAKDXM7BarUhOTkBSYsLgVwsSEy0HFcA8L4BlOQy4DsX2b97FlnefxeWXX4mFCxdj79592PzJX2Ax63Hm6UdBEBnwvABeECDwAngh8gcu8AIEQYTXE4R7wA9eFMHzAnQ6HQx6HXQ6QKfXwWgwwGTSQxSDaGp2w2yO7C9t0OtgGAwOk8kIg1EHk9EAk8kIo1EfCR2TASZjJGCk/9bpJl5gdnZ24tVXX8Xtt9+Oq6++GtXV1SgqKsKbb76Jk046CU888QSeeOKJCT//SGJdPsTpdCIcDqs2ZJRl2SHrPXl9QbhdAbjcfrg9AbhdflgsRqxcdTgEIYS33/47jj7mRCwqLUJiYiK6u7vx7rvv4uKLL47recXytzpSM1U8h+3OJTOuT4Hn+SH/pA6zGfY2RrVu3Tr87W9/w5133omzzz4bAwMDePzxx/HGG2/g2WdfRF7+IrR39KO3pxfPPPsM/H4/SkoWIhDwo7FhP8qWLMQDD/wOmZlpSEpKgNEY+0ihrq4urFu3Dl988QWysrLQ29uLI444Ahs2bEB+fj5EUUQoxCEc5hAKswiHOQSDLEKhyCiWYIhDOBT5yrIsBGHoz4bnxcHlmiP/GAYwGg0wGA40P+n1UpDooNNFQojjebCsMLgRzoHnlMLEPFgbMRh1MJuMQ4JDqsUYTQYYDQfCZNOmTbj++utRVbUHycnJYFkWJpMROp0OGzZswMsvv4zdu3dP+ucaLRgMoq+vD7m5uYquch0OB0KhEPLz8+N6HjwvwO0OwO3xw+2OhIDXEwA32JRosZhQkJ+O/Dw7zGYD9u1vx1NPv4Jt2/6DhQsX4rz/ORm9vV144YUXwDAM3n//fc3Nvh5uqobtzmQzLhRGIwWDFBKj/beWdXV1YfXq1bj77rtx+eWXo7OzE1arFSazBeeffxU43oTrrvsZkhITkJSUAIDDxx99gIaGfdDrGZx88sk444wz4rbxSX19Pfbs2YOysjKUlpaOeEzkMxblr5HCOvKVFyJ9GOFwJCBCoTCCwcjXUJiDz+sHxwkIsyJCoUi4cDwPiIAoiBAh1ewAg0EfKfTNkZqCwaCHXhdpXmD0DIDI0EqOFeQmM47lwfICeI4Hy/HgOQEsH7md53mIYmQG85dffonTv3cGoDOADfNIsBqRk52K3ZXb8PU3n+Jvm9+BTs9Egsqgj5yfKIIXBIhC5CsQOUeDIVKjMeh1MBgiQTecz+dDZ2cnFixYMGWFTzDIwhNV+Ls9AXi9QQiCiMbGBgSDQeTn5yMjIx25uWkoyLcj3Z4EURTR1NyLmpoO/Pvfn+OfH36ItJQE8EIIvT318Pl8WLNmDW6//fa4L7My3Uarfcz2jvNZEwpKjBYW0bdP58fxwQcf4Cc/+Qm2b9+O7OxsNDc3g+MYhMI6/P3vW/DkE3/Af/7zGQQREAVAHCx8XQMD0On1sFisg+9BGCyoMVhQRwovQYwqvEUxUvCKkL8XpMdJhbx8POSCX5Q+P1E8qAYQK7erC2ZzEsyWA0MteV4Ez0uFOA+WiyrkB7+Xbpc6x4GhfRsGqVYgN0VFQkRqZgqFWHi9IXi9ATj6Xdi65e8oWbAAi5csgY4JghP0CAZ4fPnll8jIzMSqlYcgw56MzKwkpKUmwpJghF6nB8MAYJhIDcegA6QeGoYZ/KxEiAygH6ztRH4egvwz0A3WhoxGPfR6PYyDoRKpMekHQ4WRw0Vp4SM1/7g9gwHg8iMUPniHu3379uGvf/0rAA4pyWbs21eF7605ARs2PASr1Yq+fg/27GmF2xPAtm1fYdOmv2L14Ydj9erVyMiwYsf2f+G9997DPffcg3POOWfCvwcz3WzrOJ/xfQqxUFItHC841OyLkBYWczgcyM7ORlFRkXzfe++6YDLxyM6O9B9ITS+CICAtzQaeEwavziNXxjwfKbh5PlKYRpprxMEmt0hbPyfycuHFDfYJ8IIAjhMh8Pzg49V7vzZbOhjd0OYtvZ6BXm+AyTT+r6b0PliOBz+kVsAhHOLg84XAcTyCIRZ+f0gOl8jr6KHX6aA3MFi0eBH2792LQNCPhSV58PnCqK6uBS+wWFa2CHq9Hk6XD06XDyajHmn2RMzLT0dxcSayslJhs5oinfo8D5blh4RY5L85cJyIcDiITZs24cMP/4mBASfmFRThjDPPxDHHHgthsM9VbkeXa14CBpwOBENBJCVmQK/Xw2DUwaDXQ6fTIcyyCId4BENhBIIsQkF28P0d6MPR6XSR96rTQadnoNMxaG9vx0svPotDlpfg5z+/Gunpafj6669x77334rrrbsD1P78dnZ1O+XP+6KMPsXLlSvzw3HMBAKtWLsC5PzwN3d3dePjhh7F27dpZd8WsVLw7zqe79jGnQkGJWIJjpJrGZILjiCOOQFZWFh555BE888wz8nl0dXXh9ddfHzInQWp3ByJt1JEO2fiuNhoKhdDQ0ICCgnkwmy2R8ey8MBhAAnhBlAOIH3zfwwOIH+x85qQw4qI7qM1yAEUeH1vNIzKCKtJcgwODs8DzIny+ALy+ILzeSHOUNcEEgRejhuMKEHgRbJhHbs48iKIBbW3t+PyLPQADpNvtWFhaAjAGhMJspFDV6xBmeXR3u9Dd7cJ3Oxphs5mQmmJDYWE65uVnwG5PQkZ60kF/1OFwGBdccAEqKyvxox/9CIWFhfj666/x4AO3w+v5GdavXz9YE+IG+014sCwHnhcRyElGIBCECCMGBnyRq3+3H15vUO6f4QYvEqSQFyCC5yPfRzOb9EhLS8Snn/wLGRlZ+OnVN0NkjBhw67Ck7L9w0SW/xNtvb8HHH3+HzMxM6HQMBgYG4PUGccghKxEIhKHTsdDrODAMg/POOw8/+clP0NnZOeuaj+IteqCLVJuUvgqCMCQ0pDXBpgOFwgSMFxzR4TBWP8dwRqMR9913H6655hqcfvrpOPPMM+HxePDGG28gISEBN95444iv19bWBqvVGvc/SoPBALvdDovFDKMx/r8qPT09sNlsQ2bqSqESSwCxLI+BAS/6+r0YcAXgcfsjV9q8AJ2OgcViHNLnITWXRUtLK8WypaUIh0Mw6PVgdHq5JsbzAjiWHxJakT9gwOcNotfhRmNTDywWE1JSEpCabEVBQQays1NgtyciNcWGv/71r/jqq6+wefNmLF++HG63G9dccw2efvpp3HfffbjggguwYMECGI16CEIQXh8rdwK7XAGEQkO3RE1OtiI5+eAlq6WQkM41UtgAqak2pCbbYLYYEAyyeObp/Vi9+kh4fUH0O91gWR4ebwi5ucUQBBYDzl6sWLEEiTYTPG4LfJ4WLFyQgjPOOAx9fT3geRZNTU3weDwAELd+rJlm+NV/9L/ht2mhFqDEnOpT0JKRmqek27744gv84Q9/wL59+6DX63HKKafg+uuvH3VIYjgcjgz7nEF/mNu2bcM333wDm82Gs846K+ZRKy6XH44+Dxx9Hjj7PfKImVjwvAgMa6rxeXqgMyTAaEiAICIywU+I6nMRDxS6ohDpj5E6sjlOkDuwASDBYoQt0YLkpAS89dar0OtYPPGHh5GengyDQQeeF+BwuHDyKWvwwx+ej1NPOwMulw8cG6lNsSw32AQVjjR7MfrByYeR15ZqBNL5CIIIDJ6nCCAxMQEpyQmw2RIG+z8ADHbaP/D732L5IWW457e3g2X96O3tQXl5ORwOByoqKvD444/jBz/4gfxZnXjiicjJycGf/vQn+YKovr4ev/rVrxAMBvHee+/F/Plr0VgF+fD/nq1DXGdOKTLLMAwTadceoYq4Zs0arFmzRvGIKrV2RRNFEcFgEGazOW6dZH19fbjsssuwfft2JCUlIRgM4p577sGvfvUrXHPNNaM+zucLwtHnQa/Djf4+L8Ls5Pek1g+OWtIPuc0Ovc4IvSH2bUilTvqRmsKCIQGZGWno6nbC6wuA5zlU7WlHfUM30tJXoKbOB51hV9QjIjWR3l4H/L4e6PWAwZiG/Px8MMzoPwubzYyM1GSkpNgG3x9gNptgt9tgT0uEPS0RKSlW7N75X3jxxRdx6y+vRX5+PlJSIiuwPvbYY0hISBiy7hUA3Hnnnbj00kvxgx/8ABdccAEEQcCrr76K6upq/PnPf475s5oK413Fj1TgEwoFTfP7/SMucxFNEAR0d3dDr9cjJSUlriOqwuEw6urqUFJSErfdta699lq0tbXhjTfewLHHHguXy4XHHnsM9957LxYsWIDTTjsNQGQIZX+/F719bjgcHgQCobi8/nCCIELgI8NfAYBhzBBEQGB5AAc+t+iPcLSPk2EAHaMbMtJJMr+oEF9/8zXq6jsR6QryYtnSZUhJYvHs05U46cQjYTKZDiyLwvP4cts2dHd1ITklGXqdDk5nLVJSUnDMsccO2RvZYjYgNdWGtDQbjEYDEhMtkQCwJ8GeZoPVevA+yj/96U+xZcsWnHHGGbjggguQn5+P//f//h8+++wz3H333QftJ3HSSSfh9ddfx4YNG7Bx40YIgoCioiK89dZbWL16tfIPfBJGu2qfqc00WkXNRxq2Z09kQtV4e/M2NDTAYrGM2qcw0RFVkUlqIZhMprhcRe3ZswennXYaXnjhBXzve99DfX097HY70tLScM45PwQYE+6770E4+jzweAKjPo803HZcww4a6TGMjoFOB7kA4dgQGJ0een18r5ecTic2btyI3NxcnHHGGcjMzERDQz3effc9WK1mPPjgfUiwmNHR0Y+a2k58/sVXqK2tw3/915HIzs4BAAwMDOA///kc9jQ7jjnuGKSmWGFPS0JOTirsaUlybUDJyC0gUmt75JFH8I9//AOCICAvLw/XXHMNzjjjjDEf197eDoZh0NfXh4KCgnG3ix1JLM00dBU/tSgUNIxlWTAMMyV9BWqNqIr29ttv4xe/+AXq6+thsVjQ1dUFQdDBH+Dx8it/xtYtW/HEk09GCu/Btn5I3w/OyYAYuSIHIncJgjSqI3KciMGv0j8cuF/Jr7rb1Q2T2QaLJf5bmzY3N+ONN95Af3+/fNuCBQtw4QUXIik5CUAknJKTLPjFL27EylXHYOnSFQiHAwAjgmEs6Opsxj8/2Ixnn30MS5YUIzXFNuk1o5xOJxwOx6gTFMd6nNVqhcVimXWdrXMZNR9pWCzr40zWSCOqOI5Dd3c3MjIyYDKZJjSiKpp0Rdnc3IzFixcjJydHvi/o74A1IYijjlwc/zc3zIFZ2ABwIDBEMfKeGUaagIYDwSLgoKAZTKDBSX7SbVETAuWwirzuyhXzcdaZx+K77d/B4ejFggULUVKyUD6fwZODy+2Gy9WNY44uw3HHrkZzcxtYjsVhh5Wjt6cDf3nzQZiMQaTbk+LyeaSlpQ252h/vqp1lWej1ehQXF1MBPwtRKGhYZ2cnzGYz7Hb7mMc1NDTAZDKhoKAgrq8vCAKcTidSU1NhNptH7RiXjDWiShAEHH/88cjMzMTvfvc7vPDCCxBFEXq9Hnv27JHXIJoKkU7+kQsys1n9Pwm7/Rh0dHRg4cKFIzaLcFwGjIYQujrrUFLyPygpORCeH38U6YxWOvx4rFEzE22maW5uhsFgQFpaGqxW65D+DTLzUfORhjU0NMBqtQ65oh5Jb2+v/EeqdVu2bMG5556LnJwc/OAHP0B3dzc2bdqElStX4u2330ZCQsK0LjXS0dGBxMTEcfdDVtvdd9+N119/HX/605/kfTMaGxtx3nnnobS0FG+99VbcmmkcDgd6e3tRVlam6NyCwSCASB9RcXFxTLvIEe2jUCBTbvfu3XjkkUdQWVmJhIQE/M///A+uuuoqeYTTdC410tTUhJSUlCkJ2LEKcr/fj7PPPhv/+c9/cMopp8BqteLdd9/F/Pnz8cknn4w7+CAWHo8HHo8n5smPPM/P2rH6cxmFwiwQCoXAMEzc5yuEw2HU1taiqKhI8daRU2WsZiq1g2MkSme26nQ6uN1utLW1jbvzGsuy2LRpE7Zs2QKe53HsscfioosumvafhcPhgF6vnxE1UxI7CgUNq6mpgdVqHbevYP/+/TCZTJg/f35cX5/jOHR1dSEjI2PMuRIT1dPTA6vVqkohF71By0RGVKk5Jj4QCMDpdCInJ0cTQy0jC/Zxin/GDQ0NMBgM4DgOWVlZ0x5SJL4oFDTM4XDAaDQeNJFouGAwCIZhZlyH3549e5CRkaHajmLjiQ4HqWCvrq5GVlbWtJ3TSILBIARBiNsEwuG6urrQ3d2NiooKxY8RBAF1dXXIycmZ9v4XEl8UCmRU0jIXJpNp2lZsnGq9vb2wWq1DFumLN47jEA6HkZCQoKiG0dTUhFAohMWL1RmuGw6HwbKsqu+ZzBzTX3clowoEAgiFxl/eoa+vD06nM+6vz7Isqqur4fP54v7cWpWZmal64ejxeLB3717F/R75+flxbxqMZjKZYnrPjY2NaG9vV+18yPSiUNCw5uZmdHV1jXucy+WSlzCOJ4PBgMWLF6tWSNbW1sLhcKjy3BPl8XgUBfFkJCUloaysTHF/gtFoVG3RQwDwer3o7u5WfLzNZoPZbMb27dtVuRgh04smr2nY/PnzFRUcCxYsUOX1dTqdqp2ICQkJUzprW4mGhgZkZWUhNzdXtdeIbK+p/E+vv79f7tRVg9/vR19fn+J+lKysLLk/JiEhYfwHkBmF+hTIqHieR09PD+x2+4zrxJ6ocDg87sztyQoEAujv70dubq6i0G9vb0c4HFa1CSkW4XAYDMNoLtBJfFDzkYb19PQMWTxtNM3NzWhra4v76wuCgJ6eHoTD4fEPngCWZcfd13aqTUWnejgcRn9/v+KZ22r3KcSqoaEBbW1tcLlcYFl2uk+HxBmFgob5fD4EAqMvIS2xWq2qVOONRiMqKiqQlBSfhdeG27t3b0xt2VNBKuzUlJKSguXLl2tmRJfD4UBtba3i4wsLC5GVlYW6ujp4vV4Vz4xMB2o+ItPG4/HAZDJpqmmqpqYGdrsdGRkZ030qstbWVrAsq1rfkcvlgtfrRX5+vuLHiKIIjuOg1+s1MQGPxA+FwiygVhsvx3Gora3FvHnzaNZqHLlcLrS1tWHJkiWKagtOpxM8z2smqPr6+mAwGMadVElmJop4DWtoaEBra+u4xzU3N6OlpSXur88wDGw2m2rNHA6HY07NgZAYjUYkJycrXhojLS1N1UCQJtMp1dfXB5fLhebmZvj9ftXOi0wPCgUNS05OVnSFXlBQEPMKl0ro9XoUFhaqNuywq6sLbrdbleeeqD179qjez2G1WjFv3jzFzS6hUEherloNPT092Ldvn+LjFy1ahPz8fAQCAc0NFCCTR81HZFSiKIJlWRgMhjnTbtzd3Q2bzaZqcxnP82BZFmazWVFtobGxESzLYtGiRaqcTygUAsuy1ERIAFAoaJo0s3a8jlhpVmm8lzJmWRa7du1CSUkJUlNT4/rcc1l/fz8aGxuxYsUKRU1zoVAIoiiqslLtRDQ1NcFisYy7+ROZmebG5d8M1dzcrGiNGafTiYGBgbi/vsFgQGlpqWpXkA0NDZpb5sLn86k2L0OSnJyMxYsXK659mc1mVQPB6/Wit7dX8fFmsxk6nQ6VlZWqD98lU4+WudCwwsJCRc0Lag1VZBhG1WWRjUajZsbqS+rq6qZkmYtYglbt0Ucejwf9/f3IzMxUdHxubq685LiWhhOT+KDmIzIqQRDQ29uL1NTUOfPHHwwGY16bKFaBQAAulwvZ2dmKQr+1tRUcx2lmVjPLstDpdJoLdBIfVFPQsL6+PjAMA7vdPuZx0hIX4+3QFitBENDR0QGz2axKKPA8L+9ephVT0W4fCoXQ3d2NzMxMRQVrPPdjjofa2lrYbDbY7XYkJCSoGqBk6lFNQcMaGxvlYaFj6enpAQDVVtFUy+7du2G322OaSau2jo4OJCYmzqndxHp7e+F2u1FSUqLoeK/XC0EQUFtbi4ULF9IktlmGQoFMG5fLBZPJpKnll/ft24f09HTF7etToa2tDRzHobi4WJXndzqd8Pl8MdU0RVFEOByG0WjUVE2PTB6FwizAcRwAxL0az/M86urqkJeXp9qieHOR2+1Ge3u74hFIfX19EARBM0HV398Po9FIvxOzFDUGalhLSwsYhhm3Tbm5uRmCIKC0tDSur88wjDz8UA1OpzPmrSBnA71eD6vVqvj49PR0Fc8mEv6iKCq+qOju7obVasXAwAAyMjI0VdMjk0c1BQ3r7e0FwzDjDkX0+/0QRXHGFa5VVVVIS0vTVJ/C3r17kZ6erqn+GWnehFpbcra3t8PpdKK8vFzxY1iWRW1tLQoLC2km9CxDoUBGJYoieJ6HTqebM+3GnZ2dSExMVLVpRBAEcBwHo9GoaEhqQ0MDOI5TbZmLYDCIcDg8pzrXyegoFDSMZVmIojjuFaLb7YYgCHFfioLneVRWVmLBggVxX0JjLpOWuVi5cqWisA0GgxBFUTPNNE1NTbBarZqqTZH4mRuXfzOU0iWx+/r6VFkuQqfToaSkRLVmqebmZs0tcxEIBFTfYjIpKQmlpaWKl862WCyqBoLP51O07avEYDBAFEXs2rULHo9HtfMi04M6mjVMaVu7WjNdGYZRdSE8hmEUF4xTpaamRvVlLoxGY0wbIjmdToiiOO4kxokaGBjAwMCA4ucvKCgAz/PgeV61fg4yfaj5iIxKFEU4HA4kJyfPmWUu/H5/zIV2rILBINxuNzIzMxWFYnNzM3ieV22Nq1hpcSY6iR/6qWrYwMCAvCz2WDo7OxXt0BYrQRDQ0tKi2u5ooihCa9ckVqtV1UAAIsHT3t6u+L0XFRVpJhCAyAS/trY2+Hw+2mRnFqKagoY1NTVBEIRxC4Senh7wPK9qk4caqqqqkJqaGvc1myajq6sLNpttTk3M6u3thc/nUzxjWhrYUF9fj9LSUhq1NMtQn4KGKf0jnamjQAoKCjTXJu10OqHT6TQVCm1tbRAEYdw1sCYq1hVPk5OTIYoili5dqrmfH5k8qinMAoIgQBTFuC9lLF0N5uTkaKqQnOncbjc6OztRWlqqqF2+t7cXoihqJvzn6kz0uYJqChrW3t4OnufHvUJsbm5GOBzG4sWL4/r6UmeiWiOEXC4XjEZjTEs+zAY6nQ4mk0nx56r2mkeCIACA4o7j9vZ2JCUlyctczJVBCHMF1RQ0rLe3F4IgIDs7e8zjfD4fBEGYcVfze/bsQUpKiqb6FGpqamC321Xb5Wwi1FrwUNLa2gq3241ly5Ypfkw4HEZNTQ3mz59PNYZZhkKBjEkQBNXmE8R6hToVpKtgNTtPpa0slRby9fX1qix4KPH7/WBZlvZFIAAoFDRN6RWi1+sFz/Nx/6MWBAE7duxAcXGx6it1ziV9fX1oampSvMyF3+8HAM00szU3NyMxMZF+J2Yp7VyikYO0traioaFh3OMcDgc6Ozvj/voMw2D+/PmqrYLZ2tqKvr4+VZ57okKhkBzGaklKSsKCBQsU176sVquqgeDz+TAwMBDTY8LhMKqqqlSbw0KmD3U0a1h2draiCU5FRUWqvL6S/aEnQ2pG0ZJ9+/apvsyFyWSKaSiny+WCKIqqLTnS398Pj8ej+PmLiorAcRx4nqf9mWchaj4ioxJFEf39/UhMTJwzI0y8Xm/MhXasgsEgvF4v0tPTFdUWGhsbIQiC4j2UYyUVAUprLrEeT2YWaj7SMLfbrWiZi56eHrS1talyDk1NTfB6vao8txYlJiaqPiHL5/OhublZ8fHz589XLRCA2BcmrKqqQnt7OwKBgOZqemTyKBQ0zOl0ore3d9zj1LpiYxgGK1euVK0Jqbq6WrUwm6ienh7VQzA9PR2HHnqoZq60HQ5HTGtnFRQUwGq1orq6Wu4EJ7MHNR+RaeN0OmE0GjW1neOePXuQkZEx7tyQqdTe3g5A+VLqsert7UUgEIhpGQ1BEOD3+5GQkBD3mfRkelEozAJqtfGKooiGhgZkZmbSomdx5Ha70dPTg5KSEkU/s+7ubgDQTFANDAzAbDZrZic4El80dEDDurq6EA6Hx72Ca21thc/nQ1lZWdzPQc02Y4/HA4PBMOcKl1jb8LUSBpKWlhakpqbCaDQiPT2dFsWbZaimoGG9vb1gWRZ5eXljHqfW5DW1VVdXIykpCfPmzZvuU5HV1tYiLS1NU8tcSHsWqNVM09LSAq/Xi6VLlyo6XhAEBINB1NXVYeHChZqZVEfig0KBTBuO48AwjKbapFtbW5GcnKxqwEqbCyld3qOurg4AsHDhQlXOx+v1guM4VbdeJTMHhYKGKV0S2+/3g+M4Vdr9v/vuOxQVFWnqynmmk5a5WLVqlaJmJGk0lFY65Jubm5GcnIy0tLTpPhWiAupT0LDW1lb4/f5x+wocDkdM1f9YFBUVqVYYdXR0wGw2a2oNnXA4DCCySJ8UytLMa+l7aUlx6Z9er5e/VyIxMVHxBkrS8Wry+/3geV7xKrs8zyMQCKCrqwvFxcVzrk9otqNQ0LDMzExFe+CqufS0mjWEcDg8ZU1HUoE+UiEf/bWqqgoZGRkT2tBGagobLzDMZnNMM8TdbjcAqDYCrLe3V9HFh2TBggUIh8PgOE5TTX8kPqj5iIxpYGAACQkJml3mYrxCPvo+JdRa5iK6dsFxHILBIOx2OwwGw7g1DLX7FNTauY/MTBQKGqa0A7Cvrw+BQECVGsN3332HwsJC1Xf/Gk5JIR9LYa8lTqcTbW1tWL58OQCM2RylxYJ6165dyMjIQHp6OoxGo6b2wyCTR6GgYS0tLYrmH0jVfzVWS+U4Lqb28vFEF+j79u2D1WpFbm7uQQX+dP1aOp1OWCwW1dvJRVFUPFdhpKCQvo/HhEWHw4FwODzu0GdJX18fRFFEc3MzysrKaEjqLEN9ChqmdPy+mlfxSpdGHq0JZ/ht0YW9zWaDyWRCKBRS6/Rj1t3djfT0dNVDIZbCvLOzEwzDjNjPMVJgSH0bSl+D53mwLKv4fNLT08HzPEwmk2abFcnEUU2BjKmxsRGpqalITEwcs+2efo2U8/l86OvrU7zWUE9PDxiGiTn8RwqK6P+eKLfbHXNnOZk5qKagYUoXKmtoaEB/f39MK28OL+CHF/JtbW149dVX0dTUBIPBgLPOOgsnn3xyXNdXCgQC0Ol0c65wEUVR0agyyURGQgEHfsYj7SQX3YcxvLYxXlNhQ0MDMjIyYDQaYbfbYTQaJ3R+RJuopqBhDocDgUBg1GakvXv3Yv369fjoo49gNBqRn5+P9evX49xzzx1zVM546xl9+eWXuOSSS6DX63HUUUehvb0dVVVVWLt2LR5//PG49S/U1dXBarUqbsueCi0tLUhKSppTE7M6OjoQCATkPRuGB8bw0HA4HHjjjTfQ1dWFefPm4cILL1Q8x4FoH4XCDDG8gK+pqcHJJ5+M9PR0XHnllUhLS8OmTZvw0Ucf4fe//z0uueSSCb0Oy7JYvXo1SktL8eKLL8oTp9577z1cc8012LBhA84///y4vCeWZTU3wqajowOJiYmaWhW2qakJDMOotu1qLGtnffTRR7jmmmsQCASQm5uLlpYWJCYm4s0338Spp56qyvmRqUWhMM3GasYZa4z9DTfcgK+//hoffvghTCYTOI6DzWbDL3/5S7z//vv4/PPPYTQa5b10eZ4f8r303xzHyU0MPM/jP//5Dx544AF8+umnKC0tRXV1NXJycmC323HJJZegu7sbr7/+Omw2GywWyzR8YjPf8CGp4/H5fAAiHfPTqb29HccddxxOP/103HLLLSguLkZnZyfWrVuHb7/9Fl9++SWysrJGHS1FZgbqU1CB1PE63gza8ZpxOjo64PV6sWjRooPu+/vf/44bbrgBSUlJ6OzshNvtxuLFi3H11Vfj9ddfx1133YX58+fHfO47duyA0WhEaWkpgMiyzdKQw/Lycnz33Xd45ZVX5OOHj7GPHiopFQbSMdFLRjMMA5ZlwTCM3CYdfd9ww++LPmai9410jDRUdLTHxfrcI90vCAJYlpU7kON17rE8fvjPAcCQCXvS7yfP8/L3b731FgwGA6677jokJCSgvr4e8+bNwxNPPIHDDjsMb731Fq699toRRzONNRcjXkNrSXxQKMQgXoW9UmlpaaOue8NxnDxsMjs7W+6MlArwiZ5DWloaWJbFjh07sHLlyiHrEn355ZcHNTFInaaxdJxqlbQkNMMwtJ7PCKqqqrBq1SqUlZUhHA7LoZ6Wloby8nLU1NSM+tjxfk/UnotBlKNQwNDCfryx9lMpISFh1MLp6KOPxjvvvIMrrrhiSJv8m2++CaPRiLy8PFitVtjtdthsNnAcJ/8hh8PhId9HN08VFRXBbrdj3bp1eOmll1BUVASWZfHss8/i66+/xn//93+Per7RNQJg6HpDsTAajfKQx+H/TCYTLBYLzGazPJtWev7hX0e7bfh9giDgr3/9KzZt2iR/JosWLcKVV16JBQsWjPvcI/139Mif6K/SVbQ0KTC6OW+kq3PpeGkhPum+6Wj1tdlsqKurgyAIMJlM8gx6lmXR2NiI1atXT/i5x7qYGqlmEY+htWRks7pPQekyCVNd2CsVDAbBsuyIIzu+/vprnHvuuTjuuONw3XXXIS0tDZs3b8YTTzyBU089FStWrJCHIlosFixduhQVFRUjjqqRQiIUCiEUCmHfvn246aab0NfXh8WLF6Onpwf9/f04/fTTceaZZw45Vvp+ukjbQlqtViQmJiIpKQk2mw1WqxU2m03+N1K4CoKAcDiMhx56CE899RR+/OMf4/vf/z56enrw1FNPoaWlBY888giys7PBcRxYlpULdOn7kf5J908FhmFgMplgMBjkr0ajEUajccTbRrvdYDDA7/ejq6sLnZ2d6OzsPGgoaygUwh/+8Afceuut+PGPfywvlvjAAw/gsccek/uhptJoczHiOQt/rpmRoRDvRdC0yOl0YuvWrfD7/Tj66KOxbNmyg4758MMP8Zvf/AZNTU0AIldyl19+OW699VaEw2FUVVVh165dGBgYkB9TXFyMiooKLFiwYMyrrGAwiM2bN2PXrl1ISUnBOeecM2LfBhD5eUjhEB0Yw4MjGAwOCSCPxyN3dk9VIQoc6DsAInMlnn32Wdxwww245ZZbMDAwAIvFAp7nccIJJyAtLQ3f+973JvV6IxXKBoMBZrN51AI6+vjh/6Lvn8zIrWAwiKamJtTU1KC9vR2BQGDI/dIS34WFhSgqKkJCQgIefPBB/OlPf0JOTg7Ky8vx7bffoq6uDrfffjt+9rOfTepzirfJzMWYy2ZcKEhVaqkaLX0/w97GmJ599lncf//9CIfDMBgMYFkWJ510Ep588smDag2iKGLPnj3w+/1YunTpiH0QjY2N2LlzJxoaGuTbkpOTUVFRgfLy8km1n0vNG9IVsrSk8vCvIx3j8/nkq1Gp2Sb6insqanD79+/Hli1bUFlZiczMTOzduxfp6enIysrC//3f/+GFF17Axo0bhxTeY12Rj3RlPlk9PT3Q6XSTXsZcEAR0dHSgqakJzc3N6O7uHnK/wWBAQUEBioqKUFxcPOo+F5s2bcLjjz+OQCCAQw89FBdffDGOOOKISZ3bVFO6zPlcNOP6FKQf2vA/tpHCIp6dvlPl/fffx29/+1tcddVV+PnPf46UlBS8//77uPXWW3HzzTfjueeeG3I8wzAoLy8f9flEUUR+fj6ysrLQ39+P6upq1NXVwe1247PPPsMXX3yB7Oxs5ObmIiEh4aCCe7wmk6kK49EK3+hCOLpjMnqkjzTaJ7o2I52/tLaTdHz04oPSyKjTTz89ru/F5/PB6XQqXtV2Mr/DTqcTTU1NaGlpQUtLy0E1sszMTDkE8vPzFdU88vLy8P3vfx8lJSU4++yzJ3xu00kUxRFnegMHAmN4cMyVobUzLhRGM15YDA8NrYbFM888g2OPPRZ33303BgYG0N3djbPOOgs+nw/r1q3Dq6++Ki9IJnVgSnMMpK/RBft471MQBLkNeTL0ev2Y7dgjNYsAkcLearWO2WSidFG+iejr68P777+PV199FTfddJN8eyAQwNtvv40TTzwx7q/J83xM/TA5OTmKjw0Gg2htbZVrA9IGPRKr1YqioiL5X6xzHxobG/HJJ5/A4XDg0EMPjemxM0V0YMQytFZLkzAnY9aEwmhGqw5qNSx27dqFO+64A8DQNXLWrFmDdevW4Ysvvhi1bV8p6Uo6+mp6+BW/NNpHareWNoORvpdCQPo62giRsToBu7q6wDAMrFbrkNul9y2F3mjPGQ/SjPANGzbA4XDIHc1PPvkk+vr6cP3118fldaIlJyfHbca0KIro7OyUawOdnZ1DfpZ6vR75+fkoLi5GUVHRiIvqtbe3IxwOjzmvxe1248Ybb8Q//vEPmEwm8DyPDz74AA8//DBOOeWUuLyXmWC8obWjDaudSUNrZ30ojEarYZGcnIz29nYAkTkD0mihtrY2AJHOP7PZPGSI5PD5E+NRsqqp1EmsZdFXbaMFT/Qf52j3V1RU4JxzzsGmTZvw8ssvAwAWL16M9evXo6enBw6HY9znGOl+6ZzGGlI50nMO19jYCL1eLy+M6HK50NzcjKamJrS2th70c7Lb7XIIFBQUjNqvsXfvXjz88MPYtm0bGIZBRUUFbrzxxhFrANdccw127tyJRx55BKeddhra2trw4IMP4sorr8SWLVvGbMKcS2KdixHrMudTYcZ1NE+X4WER/TWefvvb3+KNN97A1q1b5THyLMviiiuuQHV1Nb766qtxr5Kjl8iI/hcdcNG3RV+Z8zyPzs5ONDY2ore3V37OhIQE5OXlIScnBzqdbsjzDX989AiwkY4Z6ZxGe46pHJfP8zxcLheMRqPqC7wJgjBq+/TwYImeTyHNd4im0+nkjYGkPSqGFzzDg6ixsRH33HMPcnJy8OMf/xgGgwFvvfUWamtrcc899+Cwww6TH1NXV4errroKzz77LM4880x0dHQgJSUFZrMZxx9/PFauXIk//OEPqn5es130z0canTZd/RcUCpMUXbjFIyycTifOOecctLW14eyzz4bdbsf777+P9vZ2vPDCCzj55JPj/A7GPpddu3Zhz549CAaDACIjVJYsWYKKigpkZ2dP6vn7+vpgMBgULcQGYNxgG+v+iTxmeJCNF2zjhbHX68Unn3yChoYGmEwmiKKIVatWKV4DKZ7eeecdmM1mbN26VW6yMxgMOO+889DQ0ICLL75YPnbHjh347LPPUF9fD71ej/r6eqSnpyM1NRX33XcftmzZgm3btk35e5iJopuSRmoW1UJH9pxtPooX6Qc5vDN0omGRlpaGv/3tb3jxxRfx7rvvwu/3Y/Xq1XjmmWemvIqelpaG448/HkcffTT27duHyspK9PT0oKqqClVVVcjNzUVFRQUWL148oTZ+n88Hk8mkOBS08kczEQMDAzjrrLMwMDCAyy+/HIWFhfjwww+xdetWLFmyBFdddZXcHNTe3i6HsMRms8k1NbvdDlEUEQwGR5wPEj0XRBpFJtUwRFFEIBBAU1MTNmzYgISEBLS2toJlWSxYsAA/+9nPcMkll6C/vx92ux1AZDAAy7JwuVyw2+3yEttAJNhpO86I4QX9SAW/lpqJRkOhoJLJhEVKSgpuuummIaNhppPBYEB5eTnKy8vR0dGBnTt3Yv/+/fKopX/9618oLy9HRUVFTB2oSncemw1efPFFdHZ24qOPPkJeXh5CoRB+9KMf4eGHH8bGjRsRCoWGzDHR6/VITEyExWIBy7Jys15zc/OkhwJLbd6pqakAIO+RDUAO6JSUFJSUlCApKQkrV67Ep59+ikceeQT33HOP/Dz19fV47733VOmM16LRruyjC//ZgJqPNGJ4U0N0aGhRIBDA7t27sXPnTng8Hvn2kpISVFRUoLi4ePpOToNOOeUUlJeX45FHHkF/fz/a29uxfPlyeL1eLFu2DCeccAIqKiri+pp6vV7eRzm6z8FiseCWW27BypUr8cwzzwx5zB133IG//e1v+Pbbb4fsiPfcc8/h7rvvxlFHHYXTTjsNra2teOutt5CXl4fNmzdrav+JiZgJzTpThWoKGjFazSJ6CJyWwiIhIQGrV6/G4YcfjoaGBlRWVqK5uRn19fWor69HWloaDjnkECxbtmzUfRdaWlpgMpliGoc/3ViWRTAYlP8FAoEh/x19W/R9vb29cue1tOc1EPkc9Xr9qBOpgMjvhjREOLpwlxZMlG6zWCxD/o3VpLdu3TrcfPPN+PWvf40rrrgCBoMBr7/+Ol566SWsX7/+oC1Sr7rqKhQWFuLpp5/GAw88gJSUFFx88cW47rrrNB8Is6VZZ6pQTWGG0mJYOJ1OVFZWorq6Wh4mKXVMr1ixQl7eu6qqCn/4wx+we/duAMBRRx2FG264YUqbkziOG7Nwj/7v6O8nukT4P//5T3R1deHLL78cEpLvvvsurr32Wlx99dU48cQTkZube1Dh7nQ6odfr5Tb+eHnxxRfx0EMPweVyAYhMbLv22mtx8803x/V11DZXmnWmCoXCLDN8aGf091OFZVns3bsXlZWVcDgc8u3SXszr169HQUEB1q5di1AohLfffhvhcBibN28e0ompBM/zYxbsgUBAXowv+v6xrszHo9PpDroyj/7vka7a29vb8f3vfx/l5eW45ZZbUFRUJG+dmpubKy9JXlJSgmOOOQbp6enw+Xz4y1/+gm+++QYMw+CYY47B2rVr47rjXTAYxFdffQVBEHDYYYdpbq9lataZehQKc8R0hUV7ezsqKytRW1sLQRDw6quvoqioCG+99RaASNXe5/PhzDPPxMKFC7Fx48YRm1+kwn14wT+Z1VWl8f2jFeYjFe4JCQkTXuTum2++wS233IK6ujoAkTb/s88+G3fddRd27tyJ3bt3yzu/5ebm4tFHH0V7ezuOPvposCyLbdu2YdmyZXjrrbcUj9jSMmrW0SYKhTluqsLC5/Nh69atuOmmm/Daa6/hxBNPRH19PcxmMwoKCvDSSy/hzjvvxA033BBzocswzIhX69Ft8CMV9tHbT06lnTt3wuVyYdGiRUP6U5xOJz7//HPU1tZi8+bN8Pv9ePvtt+VO+6qqKpx33nk488wz8eCDD07LuceCmnVmJuponuMYhhlxwbl4h4XNZpM3YJHW3ykoKJCvBDMzM+UJVGlpaQcV7qNdtUu7sM0ko40ySktLw1lnnYVdu3bh4YcfxkMPPYTi4mI0NTXJw4J/+tOf4vHHH8c999wT12akWI3VnCMV/HSVPzNRKJARjRUWo82zGK/SuWjRIthsNmzduhXl5eVDCvMtW7Zg/vz5WLduXdzfy0wjbQIkTVZMS0uTr6qXL1+OQCCAgYEB1UZtSQX6eIU+mZ0oFEhMpHV5hg93VBIWNpsNl112GZ544gkkJyfj/PPPRzAYxPPPP4/33nsPDz300HS8Jc3Jz8+HwWDAV199hfLy8iH9B9u2bUNycvKkRiJR5y0ZC/UpENVFL4MdDodx++23449//KM8AighIQE33njjnJkZq8T111+PTz/9FC+++CJWr14NIDKs9dprr8Wll16KO++8c8THUectmSwKBTItOjo68Mknn8BgMOCEE05AYmLikIXo5jqXy4WLLroI27dvR0lJCcLhMFpbW3HCCSfglVdeOWgPCuq8JfFCoUA0Z7QO7tn+qzq8gBdFER988AE+/PBDefjqSSedRFf6RFUUCmTGGCkoZkpYULMOmSkoFMiMp4WwoDH5ZLagUCCzVrzCgkbrkLmEQoHMOSOFhVTgU7MOmesoFAghhMio3ksIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIURGoUAIIUT2/wHhl9XuaZu+PAAAAABJRU5ErkJggg==\n", + "image/png": 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", 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" ] @@ -540,7 +539,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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\n", 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", "text/plain": [ "
" ] diff --git a/docs/source/api/tutorials/Tutorial 1 - Basic Hypergraph Functionality.ipynb b/docs/source/api/tutorials/Tutorial 1 - Basic Hypergraph Functionality.ipynb index fbfe69732..41a67d6b9 100644 --- a/docs/source/api/tutorials/Tutorial 1 - Basic Hypergraph Functionality.ipynb +++ b/docs/source/api/tutorials/Tutorial 1 - Basic Hypergraph Functionality.ipynb @@ -24,7 +24,6 @@ "import random\n", "\n", "import numpy as np\n", - "import pandas as pd\n", "\n", "import xgi" ] diff --git a/docs/source/api/tutorials/Tutorial 3 - Basic simplicial complex usage.ipynb b/docs/source/api/tutorials/Tutorial 3 - Basic simplicial complex usage.ipynb index 4f949f56d..c6c3e69dd 100644 --- a/docs/source/api/tutorials/Tutorial 3 - Basic simplicial complex usage.ipynb +++ b/docs/source/api/tutorials/Tutorial 3 - Basic simplicial complex usage.ipynb @@ -21,9 +21,6 @@ "source": [ "import random\n", "\n", - "import numpy as np\n", - "import pandas as pd\n", - "\n", "import xgi" ] }, diff --git a/docs/source/api/tutorials/Tutorial 5 - Plotting.ipynb b/docs/source/api/tutorials/Tutorial 5 - Plotting.ipynb index fd29163a8..916136b69 100644 --- a/docs/source/api/tutorials/Tutorial 5 - Plotting.ipynb +++ b/docs/source/api/tutorials/Tutorial 5 - Plotting.ipynb @@ -23,9 +23,6 @@ "metadata": {}, "outputs": [], "source": [ - "import itertools\n", - "import random\n", - "\n", "import matplotlib.pyplot as plt\n", "import numpy as np\n", "\n", @@ -78,10 +75,10 @@ { "data": { "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" + "(,\n", + " (,\n", + " ,\n", + " ))" ] }, "execution_count": 3, @@ -90,7 +87,7 @@ }, { "data": { - "image/png": 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\n", 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", 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" ] @@ -121,10 +118,10 @@ { "data": { "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" + "(,\n", + " (,\n", + " ,\n", + " ))" ] }, "execution_count": 4, @@ -133,7 +130,7 @@ }, { "data": { - "image/png": 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\n", 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", 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" ] @@ -167,7 +164,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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AAg8wmjYhFxcWFshdBhERDYJhIM7F6wAjSZIgBPwwmszQarUDXmcxGLDowunQcOYAEVHcYhhIEPEywKj+WA3+sX4ddn6wCQG/HyazGXMXLMTNy5ajbOq0iM+ZZ52ECWmpMa6UiIiGi2EgATV1deOYDAOMtr3/T7zw+KMoKiyEzWaD1WpFXV0d7HY7mpxOPPjU0/juopv6PW9iViYum1gS01qJiGj4GAYSWCwHGNUfq8FDyyuwrKICdrsdBoOh7zFRFGGz2bB+wwasXreh3wqB2aDH4pkXjHuNREQ0OgwDChCLAUYv/vYx1B08gNra2nOCQC9RFGG1WjHlO5figSee6vf4kosu4AAiIqI4NXDnFyWMrOQkXFlehhumT0VpZkbUDwiSJAk7P9gEm80WMQgAgMFgQFVVFXZs2ohI+TIgJu4dEURESscwoCBpFjNml5ViwYxpKM/Jhi5KoUAI+BHw+2G1Wge9rry8HAG/H4Lf3+8x3kxARBS/uG6rQMkmIy4pKcL0/LyoDDAymswwmc2oq6sb9DqHwwGT2QxjhCFD3CIgIopfXBlQMLPBgAsLC7Dowum4sCB/1G/IWq0WcxcshN1uhyhGnnUgiiL++7//G9+ZO6/fTIEkowFGhgEiorjFMKACBp0O0/LzcOOF03FxUSGSjJH3/Qdz87LlaHI6YbPZ+gUCURRx3333obm5GQd27cSej7ee83h+WtpYyicionHGuwlUaLQDjHrnDBQWFKCqqgrl5eVwOByorq6Gs7kZE4qK4TxRDwD4UdX9WHr/T6HVanH9tCnISLKM08+GiIjGimFAxcLhMJzdPSMaYFR/rAbvbliPHZs29k0gnLfwRiypWIbiSeV45T//N9577VUAwGVXfxe/e+FFLLjk4vH8aRAR0RgxDBAAoKXHhWMtwx9g1Hs2gcls6dcjsPUf7+DlZ/4VQiAAq3Uy/va3tzBz5szxKJuIiKKAYYDO0eHxoqalFc1jHGB0ouYo/vPhX+NkQwOSk5PxP//zP1i6dGmUqiQiomhiGKCIun0+HGtpQ2NnF0b6B8Ss1+PySRMBvw933XUXPvzwQwDAr3/9azz77LPQ884CIqK4wjBAg/IEBBxvbcOJ0x0IDfFHRQOgNCsTM4sK+m5jDAaDeOSRR7B69WoAwPz58/Haa68hJydnvEsnIqJhYhigYfGLIk52dqGlx4Uurw/C2SFGeq0W6RYz8lJTUZKVgRSTKeLzX3/9ddx3333weDyYOHEi3nzzTVx66aWx/CkQEdEAGAZoVKRwGOFwGDrt8EdVHDp0CLfddhtqa2thNpvx8ssv45577hnHKomIaDg4dIhGRavRjCgIAMDMmTOxZ88eLFmyBH6/H/feey8efPDBAacaEhFRbDAMUExlZGTg73//Ox5//HEAwIsvvoj58+fj1KlTMldGRKRe3CYg2fz973/H3XffjZ6eHhQWFuKNN97AlVdeKXdZRESqw5UBks33v/997N69GzNmzIDT6cQ111yDNWvWyF0WEZHqMAyQrKZNm4bPPvsMd9xxB0RRxP3334+qqir4/X65SyMiUg1uE1BcCIfDeO6557Bq1SqEw2FcfvnleOONN1BcXCx3aUREiscwQHFl06ZN+PGPf4zOzk7k5eXh9ddfx7XXXit3WUREisZtAoorCxcuxL59+zBr1iy0trZi/vz5+K//+i8wsxIRjR+uDFBc8nq9WLFiBdavXw8AWLZsGdasWYOkpCSZK6NEFAiIcLn9CIpBaHVaJFlMSEkxy10WUdxgGKC4FQ6H8fzzz+NXv/oVQqEQLrnkErz55puYNGmS3KVRAhCEIBxft6DhZDu6u739HjeZDCgsyMRkaz4yMpJlqJAofjAMUNzbunUrli5dira2NmRlZeHVV1/FwoUL5S6L4lid4xS+PNQAUQwN6/qyibmYdXEZjEaeqEnqxDBACaGxsRF33HEHdu/eDa1Wi2eeeQYPP/wwNBqN3KVRHAmFJOzZW4uTjadH/NyUFDOunjsdqamWcaiMKL4xDFDC8Pv9ePDBB2G32wEAd9xxB37/+98jNTVV5sooHghCEDt31aCtvWfUr2E2GzH/uplISop8+iaRUjEMUMJZs2YNfv7zn0MURVxwwQV46623MHXqVLnLIhl5vQFs23EUPT39ewNGKisrBdd/byZXnUhVeGshJZwVK1bg448/RmFhIQ4fPow5c+bgnXfekbsskklXlwcfbTk0rCAgSRL8fh8kSRrwmo4ON47WNEWzRKK4x5UBSlinTp3Cj370I2zfvh0A8Pjjj+O3v/0ttCM8WpkS16mWLuz69BiCwcEbBevrj+O9d/+MXTs3IxDww2Qy46q512PxkjtRVjal3/VarQbzr7uIdxmQajAMUEITBAG/+tWv8OKLLwIAlixZgnXr1iEjI0Pewmjc1Z9ow779dZCkwf8J2759E1564WkUFRXCZrPBarWirq4OdrsdTU1OPPDgo7j66v53p6SnJ+GG6y9iuCRVYBggRXjllVfw05/+FH6/H5MnT8Zbb72FmTNnyl0WjZMjRxtx6KuTQ15XX38cv3m4EsuWVcBut8NgMPQ9JooibDYb1q/fgN89tzbiCsH0aUW4aGZpVGsnikcMA6QY+/fvx2233YaGhgYkJyfj97//PX70ox/JXRZFUTgcxucHvkado2VY1//fl56Go+4QamtrzwkCvURRhNVqhXXyxfjZA4/0e1yj0eB7116InGzesULKxvUvUoxLL70U+/btw/z58+HxeLB06VI8/PDDCAaDcpdGURAMhrBzV82wg4AkSdi1czNsNlvEIAAABoMBVVVV2LXzo4jnX4TDYezdWztkTwJRomMYIEXJycnB+++/j1//+tcAgNWrV+Omm25Ce3u7zJXRWAQCIj7edhjO5s5hP0cQAggE/LBarYNeV15ejkDAD0EIRHzc5fbj0FcNI6qXKNEwDJDi6PV6rF69Gq+99hqSkpLw4YcfYvbs2di/f7/cpdEouN1+bN56CB0d7hE9z2g0wWQyo66ubtDrHA4HTCYzjMaBBw0drz2F1rbuEX1/okTCMECKdeedd+Kzzz6D1WrFiRMnMG/ePPzpT3+SuywagdMdLmzeeghut3/Ez9Vqtbhq7vWw2+0QRTHiNaIoorq6GlfNnT/kkKE9e+sgitxyImViGCBFmzlzJvbu3YvFixfD7/fjnnvuwS9+8YsB3xwofjQ3d+KTTw4jEBj979XiJXeiqckJm83W7/dcFEVUVlbC6WzG4iVLh3wtrzeAA1+cGHUtRPGMdxOQKkiShCeffBJPPfUUAOC73/0uXn/9deTn58tcGUXicLRg/4GvIzb1jVTvnIHCwgJUVVWhvLwcDocD1dXVcDqbB5wzMJCr505HQUHmmOsiiicMA6Qqb7/9Nu6++264XC4UFhbijTfewJVXXil3WfQth75qwJGj0R0HfGYC4evYtfOjb00gnI/FS5ZGnC8wGLPZiIU3XAyTKfIdCkSJiGGAVKempga33XYbjhw5AoPBgBdffBErVqyQuyzVkyQJ+/Y7UH+ibVy/hyAEYDKZx3QQUXFxNq66godjkXKwZ4BUZ9q0afjss89w++23QxRF3H///aiqqkIgEPnWMhp/ohjC9p014xoEgDNNhWazZcwnEjY2nsbJk7xdlZSDYYBUKTU1FX/961/x7LPPQqPRwG6345prrkFjY6PcpamOzydg6ydfoaWlS+5SRmT/ga/h8wlyl0EUFdwmINXbuHEj7rrrLnR2diIvLw+vv/46rr32WrnLUoUelw/bth+B15uYqzIF+Zm4et50ucsgGjOuDJDq3Xjjjdi7dy9mzZqF1tZWzJ8/H88//3xUOtlpYO3tPdiy9VDCBgEAaD7VCcfXwxuPTBTPGAaIcGYk7c6dO1FRUYFQKIRf/vKXuOeee+D1euUuTZFONp7GJ9uPQBASf4jPwS9OJHSgIQIYBoj6JCUlYd26dfjP//xP6HQ6rFu3DvPmzcPXX38td2mKcux4Mz7bfRyhkCR3KVERDIawZ+/gI4+J4h17Bogi2Lp1K5YuXYq2tjZkZWXh1VdfxcKFwx9MQ5EdOFiP47XNcpcxLi6ZVYYpkwvkLoNoVLgyQBTB9773Pezbtw9z5sxBR0cHbrrpJjz33HPsIxilUEjCrs+OKTYIAMChQw3ocfnkLoNoVBgGiAZQUlKCTz75BJWVlZAkCStXrsTSpUvhcrnkLi2hCEIQ27YfQWPjablLGVfBkIQ9e2sZGCkhcZuAaAjhcBhr1qzBgw8+CFEUccEFF+Ctt97C1KmcQDcUrzeAbTuOoqdHPY2YMy8swYzpxXKXQTQiDANEw7Rr1y7ccccdaG5uRlpaGtatW4dbbrlF7rLiVleXB9t2HIXfr67BPFqtBvOvuwgZGclyl0I0bNwmIBqmq666Cvv27cO8efPQ09OD73//+3jiiScgScroio+mltZubPn4K9UFAQCQpDB2763lnwtKKAwDRCNQUFCAzZs34+c//zkA4Mknn8Stt96Krq4ueQuLIyca2rB9xxEEgyG5S5FNd7cXXx3maGtKHNwmIBqlV155Bffffz8CgQCmTJmCt956CxdeeKHcZcnqyNFGHPrqpNxlxAWNRoPrvnchsrNS5S6FaEhcGSAapXvvvRc7duxAaWkpjh8/jiuuuAJ/+ctf5C5LFuFwGPs/dzAIfEs4HMaePbWqXiGhxMEwQDQGl112Gfbu3Yvrr78eHo8HS5cuxcMPP4xQSD1vAMFgCDt31aDOwRn953O5/Tj0VYPcZRANiWGAaIxyc3OxceNG/Mu//AsAYPXq1Vi0aBFOn1b2ffUAEAiI+HjbYTibO+UuJW4drz2F1rZuucsgGhR7Boii6M9//jPuu+8+eL1eTJw4EW+99Ra+853vyF3WuHC7/di24wjcbr/cpcS9pCQTFt5wMQwGvdylEEXElQGiKLrzzjvx6aefwmq14sSJE5g7dy7+9Kc/yV1W1J3ucGHz1kMMAsPk9QZw4IsTcpdBNCCGAaIou+iii7Bnzx4sXrwYfr8f99xzD375y19CFEW5S4uK5uZOfPLJYQQCyvj5xEp9fSuauZ1CcYphgGgcZGZm4p133sFjjz0GAHj++edxww03oKUlsZvsHI4W7NhVg6BCjh+Otb37HQxRFJfYM0A0zt5++23cfffdcLlcKCwsxBtvvIErr7xS7rJG7NBXDThytEnuMhJecXE2rrqC51pQfOHKANE4u/XWW7F7925Mnz4dTqcT1157LdasWSN3WcMmSWdO42MQiI7GxtM4ebJd7jKIzsEwQBQD06dPx+7du3H77bdDEATcf//9WLFiBQKBgNylDUoUQ9i+swb1J9rkLkVR9h/4Gj6f+s5toPjFMEAUI6mpqfjrX/+KZ599FhqNBtXV1bj22mvR2BifM+x9PgFbP/kKLS1dcpeiOIIQxL79DrnLIOrDngEiGbz//vuoqKhAZ2cn8vLy8Je//AXXXHON3GX16XH5sG37EXi98b1ykeguu7Qc5ZMmyF0GEVcGiOSwaNEi7N27FxdffDFaW1sxf/58PP/884iHbN7e3oMtWw8xCMTAwS9O8NeZ4gLDAJFMysvLsXPnTtx1110IBoP45S9/iXvuuQder1e2mk42nsYn249AEIKy1aAmwWAIe/bWyV0GEcMAkZySk5Oxfv16/Md//Ad0Oh3WrVuHefPmob6+Pua1HK9txme7jyPEGQIx1drWjeO1zXKXQSrHngGiOLFlyxbceeedaGtrQ1ZWFl577TUsWLAgJt/7wMF6viHJSK/T4ob5FyM11SJ3KaRSXBkgihPXXXcd9u3bh9mzZ6OjowOLFi3Cc889N659BKGQhF2fHWMQkFkwJGH33tq46BkhdWIYIIojJSUl2LZtG+677z5IkoSVK1di6dKlcLlcUf9eghDEtu1H0Nio/KOWE0FHhxtHazjYieTBbQKiOBQOh/Hyyy/jF7/4BURRxAUXXIC//e1vmDJlSlRe3+sNYNuOo+jpka9ZkfrTajWYf91FyMhIlrsUUhmGAaI4tnPnTvzwhz9Ec3Mz0tLSsH79etx8881jes2uLg+27TgKv58T8OJRenoSbrj+Imi1XLil2OGfNqI4NnfuXOzbtw/z5s1DT08PbrnlFjzxxBOQpNF1/Le0dmPrJ18xCMSx7m4vDh+Jz6mUpFwMA0RxrqCgAJs3b8YDDzwAAHjyySdx6623oqura0Svc6KhDdt3HIEohsahSoqmozVOnO6Ifp8I0UC4TUCUQP7whz/gpz/9KQKBAKZMmYK33noLF1544ZDPO1rThC8PNcSgQoqW1FQLbrj+Iuj1OrlLIRVgGCBKMHv37sXtt9+OkydPIjk5GX/4wx/wwx/+MOK14XAYnx/4GseON8Pt9sMfECFJErQaLYxGPZJTTDAa9DH+GdBwTZmcj0tmTZK7DFIBhgGiBNTW1oYf//jH2Lx5MwDg4YcfxjPPPAOd7ptPkcFgCBs/OIAvvmxAT49vwHvYk5NNyMtNR1ZWSkxqp5G59poLkJebLncZpHAMA0QJKhgM4je/+Q3+/d//HQBwww034LXXXkN2djZcLh/+tOETNDS0D/v1kpNNKJuYB7PZMF4l0ygkJZmw8IZZMBi4XUDjh2GAKMG99tprqKyshNfrRVlZGdau/SN272tHV9fIZwhotRoUFmRhwgR+Eo0nk8ryMPsyq9xlkIIxDBApwBdffIHbbrsNDocDer0RixbfhwtnXj3q10tJMaNsYi5MJq4SxIur505HQUGm3GWQQjEMEClEZ2cnrrl2EQ59uRsAcNnshbhufgV0utE1COq0GhQVZyM3Jy2aZdIomc1G3LhgFoxGNnxS9HHOAJFCNLd4cNOSn+OqebcCAPbt3YQ/b/g3eNzd51wXDksQBD/C4cEHF4WkMBoa2nG89hQEMThuddPw+P0C9n/ukLsMUiiuDBApxH+v2YT6E20AgGM1e/HuO/8NQfAjJTUTt93+S+j1BuzZ8z5qjuyGKAZgMJgwbcblmDNnEfImTBz0tXU6LUpKcpDNOw5kd+UVU1FSnC13GaQwDANECuB2+/HMv715zu2Dp9udePON/4OO005oNFpoNEBRUTGqqmywWq2oq6tDdbUdTmcTFt98Py64cO6Q3ycjIxmlJTnsbJeRyWTAgvkXw2Ixyl0KKQjDAJECHDxYj1df39Hv64GAF2/99f+goeEIli9fjrVr18Jg+KYpUBRFVFZWYsOGDbjnJ08NuUIAAHqDDqUlOcjkyXqyKcjPxNXzpstdBikIewaIFKC1vSfi102mJKSmZaOoqKhfEAAAg8GAtWvXoqCgEHv3bBzW9wqKITgcLfi6vhWh0OgOTKKxaT7Via/rW+UugxSEYYBIAQY6hTAcllBzdDdWrFjRLwj0MhgMWLGiCkePfDbglMJIOjrc+OpwI3p6Rj7PgMbuwMF6eL0BucsghWAYIFIAwwDnC4iiAFEMwGodfGBNeXk5RDGAYHBkRxuLYhDHa0/hREMbVwliLBgMYc/eOrnLIIVgGCBSgPS0pIhfNxiMMBhMqKsb/E3D4XDAYDBBrx9dU1p7uwtHjjbC5faN6vk0Oq1t3The2yx3GaQADANECjAhL/L4YI1Gi2kzLkd1tR2iKEa8RhRFrFlTjekzroBGoxl1DYFAEMeONeNkYzskiasEsXLoUANcLoYwGhuGASIFyMhMRnKSKeJjc+YsgtPZhMrKyn6BQBRF3HfffWhudmL2nBujUktraw+OHG2Cx+OPyuvR4IIhCbv31o6o34PofLy1kEgBvN4A/rj+Y9TXt0V8/PBXO/HeP15GQUEhVqyoQnl5ORwOB9asqUZzs3PYcwZGQqPRYMKEdBQWZI5pxYGG56KZpZg+rUjuMihBMQwQKUAoJOGNtz5FTY0TngE6zFtbTmDvno04euSzvgmE02dcgdlzbhzWfIHRsliMmFSWxyE5YyCGBARCfgRDAqSzY6S1Gi20Gl3ff3U6HeZfNxPZmWnQafXQaXmGAQ0fwwCRQvzt77vhcvlxtKZp0M7+cFiCKAowGEwx+8Su0WpQmJ+B/HyeujcSgaAPHqEHIWl4Z0OkpplwxbyJ0Go10EBzNhQYoD8bDvRaw9n/6qHTfPNjrtwQwwCRQry/8XO43H64XD7UOVri8la/5GQTyibmwWzm0ciDCUNCj78LQnDkjYGTJmdjyrScETxDA51G17ea8O3AcE540Bqg1bDNTKkYBogUYsvHh9De7gIA+HwCHF+3wO+PfAeBnHRaDQoKswa8A0LtpLCEbt9pBKWRzXzoo9Hg8qtKkJFpiW5hOHN3il5zbkD4ZtXh3B9TYmEYIFKInZ/WoKmpo+/HkhRGa1s3Wlu7IYohGSuLLDXFjLKyXBiNXCX4ti5fO8TQ2CYLJqcYceXVE6HTyfVJXtMvIJzZmvgmLPSuQnCLIj4wDBApxP7PHahztPT7ejgchsvlh9vjh98vIBAQ4feLkCT5/+rrdFoUF2UhJydN7lLigk/0wB3oGvQaSert+TBCqx34zb6sPAtTZ+RGucLo02r0kXsazvuxVsOTMscT13KIFMJkivwJW6PRIC3NgrS0c5eNBSF4JhgExL6AEAiICASCMbtnPRSScKKhHV3dXkwszVX10chhhOERXAM+3thQjy2b3sX+PbsgBAIwmky4dM5VuG7hEhSXlvW7/kR9J0rLMmC2xPfKixQOQggFgSEWrzTQ9gWEgcJD7yoEjRxXBogUos5xCvs//3rMrxMOhxEInB8UBAQCQQjC8LraR0Ov16KkOAdZWSnj9j3imV/0whXojPjY3k+344/VL6KwqAhVNhusVivq6upQbbfD2dSEe6p+jtlXXt3vedYp2bBOHUkzoRKc3aLQRAoM525TsCHyG4xQRAox0MrASGk0GpjNBpjNBpzf4idJEgKBIPx+oS8oBPxB+AMigsGx9SUEgxK+rm9FZ7cHE0tyoNera5XAH4x8+mNjQz3+WP0iKiqWYe1a+zmnT65cuRKVlTb8sfpF5BcW91shaG1xqzAMhBGSRIQgDrnaoNXo+oUF3dmv6XUGmPQW1QQGrgwQKUR7ew+2fPyVbN8/GAz1bTf0BYVR9icYDDqUluYgIz15nKqNL1JYwmnPKQD9f53+ZH8JTQ0O1NXWRjyGWhRFlFutKC6bjLsrf3bugxoN5t84WcZGwkSnQZIhBemWLCQbld3XwpUBIoWI1srAaOn1Ouj1OiQnm/s9NtL+BFEMoa6uBdlZqSgpyVb8m1kg6EOkICBJEvbv2YVHH3kkYhAAAIPBgBVVVXj6mWew/L7/dW53fjgMIRCCJUnZv37jJwyv6IJXdMGsT8aE1CIYdJHPAEl0DANEChHPg3yMRj2MRj1SU89tYhyqP+F0hwsutw8TS3P7NUAqSWCA4UKiKEAIBGC1Wgd9fnl5OYRAAKIgwGg6982KJ0hGhz/owcmuOhSkTYTFoLwVK4YBIoUwGPTQ6bRxOXlwIEP1J/SuIHi8fphMBkzIS4fv7O2RSiGFJYihyAOGDAYjjCYT6urqBn0Nh8MBo8kEg7H/+Q96Fd+hEW1SOARndz2K0ifBbEiSu5yoYs8AkYK8+8/98A5wUJESpKSYMftSK9LTk+By+87MT3D74HL74Xb74Xb5EEygMAQMPVtgLD0DeoMO1y+cHO2SVU+vNaA0c4qiZh9wZYBIQUxGvaLDgNvtx8fbDmOyNR8XzSxFdlZqv2u8vgDcZ89oOBMWzgQGjzcQF4OWzjfQFkGv6xYuweonV6KyshJr1649JxCIooj77qtEs9OJu6t+0e+5WdnK+vQaC5Ikwe/zw2wxDzjUKSiJ6PC2ISc5P8bVjR+uDBApyPYdR9F8KvK96kqTmmrB5XMmIytzeHMJJEmCx3M2KJwNCC6XHy63Dz7fKM8BGKPB7iL4tr2fbscra15Afn4+fvrTn6K8vBwOhwNrqqvR7HQOOGfgkssKkZffPzBRf0cO1eAPL6/De29v7AsDi2+9ET+5fzlmzJzW73qNRouyzOnQaZWxOsAwQKQge/bWov5Em9xlxIxWq8H0aUWYMb1o0NG8QwkGQ+eEBLfbjx7Xmf+O56Cl4Ywf7vXMI7+Cs6kBeoMBQVE8M4Hw8rm4bsHiiBMIk1NNmPvdiZz9PwzvvPkeHnrgURQVFaKy8puhTmvX2tHU5MTql57GLbcv7ve8vJRipJmVcSw3wwCRgnx5qAFHa5rkLiPmMjKScfnsyUhPj/6yuCAEx60/YbiHEp1ub8Pj//IzaDQa/Ov//v+QlJwMo9E08Bu9RoPZVxRzm2AYjhyqwe0L7kJFRQXsdnu/bRibzYYNGzbgzQ9e7bdCkGrKwITUkliXPC7YM0CkIEajOv9Kd3V58OHmL3DhBSWYNrUwqp+GjUY9srNSo96fMNhdBOf7fM+nAIDJU2cgMyt7yOsnT81mEBimP7y8DkVFhf2CAHBmhoPdbsfWrVvwypr1+Lfnnzrnca/oiWWp40qd/3IQKZTF3P/WMrWQpDC+PNSAJmcHLp89ud9Mg/GQZDEhyWJCXu65N0YOpz9hoEFDkXy+ZxcA4DtzrhryWuuUbJRPHjow0Jnfp/fe3ohVv1k16FAnm60Kz/7uWfzuv548J2iGJBFCKACjAgYRMQwQKYjRxL/SHR1ufPjRF5g5sxRTJhfIUoNWq0VqqgWpqRacX0Fvf0Jt83F0dOvh9QjwuAV4PCKCYv9h+qfb21DvOA6NRoNLZl8x4Pc0mvS44KIJyJugzoOeRsPv88Pv8w9rqFPvtZakc0OmT/DAaGEYIKI4ouaVgW8LhiQcOFgPp7MTc2ZbkZQUP/9Y6/U6pKaZkBHUIyP33E/wghCE1yPC4xHg9YjwegRs3/IegDNbBOkZ/ZvVUtNMKCxOR3FpuuLHNkeb2WKG2WIe1lCn3mvP5xPdSLdkjVeJMcMwQKQgau0ZGEhrWzc2fnAQsy6eiPJJE+Qup49b6EGkLYLesc0Zmd98+vzXVXsBAD9afgtmX1mCgP/M3Q0Gow6pqSaYzPw9Hy2tVovFt96ItWvtWLly5YBDnez2aiz5waKIvSg+MfJpk4mGMZJIQcxmA28lO08wGMK+/Q5s33FUtnkC53MHuod1XdNJJw7u+xIajQY333YjsrKTUFCUhoKiNOTkJjMIRMFP7l+OpiYnbDYbRPHcMdeiKKKyshJOZzPuXbEs4vNDYRFCMPEHffFPEpGCaDQaGI16Rc3uj5bmU53Y9OFBfGfWJJSW5shWR0gKwjfMLvT33/kAADDnqsuQO0G+mpVsxsxpWP3S03jogUexdesW2GxVfUOd7PZqOJ3NWP3S0xEHD/XyiW4Y9fGzFTUaDANECmMyGRgGBiAIQXy25ziamjtw6SWTZDn2eaAtgkj++fdNAICbvr9wHCuiW25fjMlTrXhlzXo8+7tn+yYQLvnBIty7YtmgQQA4Mzwq3ZLYd3Bw6BCRwnz8yWG0tg1vGVrNzCYDLru0HIWFsW3+aur+Gj7RPfR1J5343qVn9ql3fPkRVwZipPdsAkuSZdhbblqNHuXZM8a5svHFngEihTHx9sJh8QdE7NhVgz17ayGK4zdy+Nu4RRD/tFotkpKTRtR7I4WDCAT941jV+GMYIFIYszn2S9+JrP5EGzZ9+AVaWsd/NYVbBMo1nNWeeMYwQKQwcuyDJzqvN4BPth3G/s8dCAb7D/6JltHcRXDjzTeMWz0UPcNd8YlXDANECsMwMHp1jhZ88NEXaG/vifprc4tA2XyiB4ncgscwQKQwZoaBMXG7/dj6yWEc/OIEQmM8lfCc1+UWgaJJ4RCEUOL2DTAMECmMiT0DYxYOh3HsuBMfbv4SnZ3R2QvmFoHyJfJWAcMAkcJwZSB6enq82Lz1EL46fBKSNPpVAm4RqEMiH2nMMECkMOwZiC5JCuPwkUZs3nII3T2jm0PPLQJ18Cdw3wDDAJHC6PU66PU6uctQnM4uDz7a/CVqjjlH/A8+twjUQQqHEEjQvgGGASIF4qyB8REKSfjiyxPY8vFXcLuH948+twjUxSck5rwBhgEiBeJWwfg6fdqFDz48iNq6U0Neyy0CdUnUJkKGASIFYhPh+AuGJHx+4Gt8su0wvN6Bj7DlFoG6+IKJ2TfAMECkQFwZiJ2W1m5s+vAgvq5v7fcYtwjUJxyWEAj65C5jxBgGiBSIPQOxJYoh7N1Xhx07j8LnE/q+zi0CdUrErQKGASIF4sqAPJzNnfjgoy9wsvE0AG4RqJU3AQ8t4lmnRArEMCCfQEDEp58dQ8PJDGRODMBoHPo2T24RKItf9CIcDo/oGGS5cWWASIHYQCi/uhNN2PlJPdpah/6UyC0CZQlDgj84ugFVcmEYIFIgnk8gv0DQByEQxOd7mnDoi1MQxchHI3OLQJkSrW+AYYBIgbgyIC8pLEEMfdNI6DzZjV3bTqDjdP9Pi9wiUCaGASKSndGoh1abOPuVSnPm1rJz7yLw+0Ts/fQkjnzVcs7RyNwiUKbevoFEwQZCIoUyGg3w+4WhL6SoG+w+85P1XTjd5sXMWfnwuDu5RaBQvX0DFkOy3KUMC8MAkUJZzAwDcjh/iyASr0fA7l0nsf8zbhEomU90J0wY4DYBkUIZ2Tcgi0hbBBGFw/jo/c0AgOsWXDe+RZEsvELi9A0wDBAplIV3FMhiuKNoT7e3od5xHBqNBhnZU1F3/DQkKXH2mNVMkiR4PV5IkjTodYGgF1J48GviBcMAkUIZjQwDsTacLYJen+/5FAAweeoMpKVloO5YO/Z8ehKBQHA8S6QxOHKoBg8/+BhmlV3Z97+HH3wMRw7VRLw+jDD8YmLMG2AYIFIonk8Qe8PeIgDw+Z5dAIDvzLmq72vdnT7s/fQkBIGBIN688+Z7uH3BXdi363Os+s0qrF+/Hqt+swr7dn2O2xfchXfefC/i8xLlFkM2EBIpFEcSx95otggumX3FOY953AIO7m/G7CuKE2qcrZIdOVSDhx54FBUVFbDb7TAYvvm7tXLlSthsNjz0wKOYPNWKGTOnnfPcRAkDXBkgUiiuDMTWcLcIJEnCnl3bAJzZIkjPyOx3TedpLxobhnfIEY2/P7y8DkVFhf2CAAAYDAbY7XYUFhbglTXr+z03EEqM44wZBogUymTkwl8sDbVF0NhQjz/ZX8Kv/tc9eOeNV6HVaiGKIhob6iNez4bC+CBJEt57eyMqK239gkAvg8EAm60K7/7t/X6DhsJhKSGaCBkGiBTKbDbKXYKqCEH/gI/t/XQ7Vj+5Ek0NDjz6yCNYv349nnjiCYREP1Y/uRJ7P93e//UCQbQP45AjGl9+nx9+nx9Wq3XQ68rLy/uu7S/+Qx0/OhAplMnEv96xEkYYQigQ8bHGhnr8sfpFVFQsw9q1/febKytt+GP1i8gvLEZxadk5z21r9SAvP3U8S6chmC1mmC1m1NXVDXqdw+Hou/bbNNBCqxn6GGu5cWWASKG0Wi2M3CqIiZAUxECf/rZseheFRUX9ggBwZnl57Vo7CgoLseWD/t3orp7IAYNiR6vVYvGtN2LtWjtEUYx4jSiKsNurseQHi/o1fRr15ojPiTcMA0QKxjsKYkMKRz6eWJIk7N+zC1W2wfebV1RVYf/unf32mwUh8utSbP3k/uVoanLCZrP1CwSiKKKyshJOZzPuXbGs33OTDCmxKnNM+LGBSMHMJgNcrsToZlYiURQgBALD2m8WAgGIggCjydT39UQ69U7JZsychtUvPY2HHngUW7dugc1WhfLycjgcDtjt1XA6m7H6paf73VYIaJBmzpCj5BFjGCBSMBNvL4wJzQCLrAaDEUaTaVj7zUaTCQbjuU2fRvZ9xI1bbl+MyVOteGXNejz7u2fh9/lhtpix5AeLcO+KZRGCAJBqyoBBZ4rwavFHE2b0JFKszw98jdq6U3KXoXhhhNHubkakvoE/2V9CU4MDdbW1EbcKRFFEudWK4rLJuLvyZ+c8VlichpmzCsarbBolSZLg9/lhSbIMOBhKq9GjNHMK9NrECHTsGSBSMPYMxIYGGuh1kW/lvG7hEjibmlBZGXm/+b77KtHsdOK6BYv7PTc7JzGOv1UbrVaLpOSkQSdE5qUUJkwQALhNQKRoZoaBmLHok+CKcHthcWkZ7qn6Of5Y/SK2bN2CFVXf7Devqa5Gs9OJe6p+3u+2Qr1Bh7z8xGg+o3OlGNORYkqXu4wR4TYBkYI1OTuwc1fkE9Uo+jo8LQiFIx8y1NhQjy0fvIf9u3dCCARgNJlw6eVzcd2Cxf2CAABMmZ6DSdbsca6Yok13dntAl0CrAgDDAJGitZ92YcvWQ3KXoRpiSECXrx2DTZyTJAmiKMBoNA24zJyaZsIV8yZCq+VBRYkmP3UiUkxpcpcxYuwZIFIwbhPElkFnHPKNQKvVwmQyDxgEjCY9LrmsiEEgAaWYMhIyCADsGSBSNDYQxp7FkAJAA3egGyOdSZ+UbMSlc4pgSeLvW6LRaQzITU7cOz8YBogUzGDQQa/TIhiK/1PTlMRiSIZea4A70I2gNPSxxhqtBsWl6ZgyLRd6PRdsE1FeamHC9Ql8W+JWTkTDYjIbEPRwxn2sGXRGZCblQgj54Re9CIT8wHktWmaLAfmFqSgpzeBqQAJLNWUi2ZiY2wO9GAaIFM5kMsDDMCAbo84Mo+7MYTVCyI+wNojMXAPyCizIzEqSuToaK53WgJwE3h7oxTBApHBsIpSfXqdFQUEmSktykJ+fAa1WC7/ohVvogUfogTjA8ccU//JSiqDTxv8RxUNhGCBSODYRykOj0SAvLx2lJTkoKsyCwXDuG4bZkASzIQk5yfkQggF4zgYDf9ArU8U0UmmmLCQbU+UuIyoYBogUzszDimIqKzMFpaU5KCnOGfavvVFvglGfi8ykXAQlEZ6ACx6hBz7RjfAI70ig2NBrDchOzpe7jKhhGCBSOK4MjL/UFDNKSnJQWpKD1FTLmF5LrzUg3ZKFdEsWpHAIXsENt9ADr+CCFA5FqWIaq7yUYkVsD/RiGCBSOPYMjA+zyYCSkmyUluYiK3N8zhDQanRIMZ2Zcx8Oh+ETPfAIPXALPQhJ4tAvQOMizZyFJKOyzo1gGCBSOBO3CaJGr9ehqDALpaU5mJCXPuipddGm0WiQZExBkjEFuSiEP+iDJ3Cmz0AI+WNWh9rptUbkKGh7oBfDAJHCcZtgbLRaDfInZKC0JAcFBZnQ6+Njadist8CstyA7eQLEUADuQA88gutsAyL7DMZLXkoRtJr4+DMQTQwDRArHbYLRyclJRWlJDoqLsuM+UBl0JmQmnWlADElBeAQX3EIPfIIbYXD6ZLSkm7MVtz3Qi2GASOFMJgM0Gg14QOnQ0tKSMLE0ByXF2UhONstdzqjotHqkmTORZs6EFJbgFdxnb1t0QRrgeGUaml5rVNTdA+djGCBSAZPJAL9/6Bn5amSxGFF69k6AjIxkucuJKq1GixRTGlJMad9qQDxz2+JwzkygXhpMSC2GVqPccyMYBohUwGTSMwx8i8GgQ3FRNkpLc5CbkxbTRkC5nNuAWIBA0HdmxSDgQiDkk7u8uJZuzobFoKygeD6GASIVMJuN6O5W92Q7nU6L/PwMTCzNRf6EDOh0yv2UNxwmvQUmvQVZSRMghoS+CYg+UTkNiJIkwe/zw2wxQ6sd3e+3QWtCdvKEKFcWfxgGiFRArU2EGo0GuTlpKC3NQXFRFgwG/pMXiUFnRIYlBxmWnL4GRI/QA2+CNiAeOVSDP7y8Du+9vbEvDCy+9Ub85P7lmDFz2gheSYO81CJFbw/00oTZVUSkeAe/OIFjx53DulaSJAhCAEajadSfpuSWmZGMkpIclJRkI8likruchCWFJfhEd9945FACNCC+8+Z7eOiBR1FUVIjKShusVivq6uqwdq0dTU1OrH7padxy++JhvVaGJUcRJxIOB8MAkQrUHHPiiy9PDHpNff1xvPfun7Fr52YEAn6YTGZcNfd6LF5yJ8rKpsSo0tFLTjadaQQszUXaGEcCU3/hcBj+oPfMBMRAfDYgHjlUg9sX3IWKigrY7XYYDN+siImiCJvNhg0bNuDND14dcoXAoDOhJGOyKlYFAIYBIlWoP9GGPXtrB3x8+/ZNeOmFp1FUVAib7ZtPU3b7mU9TDzz4KK6+emEMKx4ek8mA4qIslJbmIidbGafHJQoh6O87gjkQjI8GxIcffAz7dn2O48drzwkCvURRxOTJVsyZdxn+7fmnBnklDYrTy2E2JI1fsXGGG2hEKmA2DfxXvb7+OF564WksW9b/09TKlSths9nw0gtPo7h4UlysEOh1WhQWZqG0JAcTJqQn7FZGojPqzcjSm5GVlIdgSOw7M8EneiBHA6IkSXjv7Y1Y9ZtVEYMAABgMBthsVXj2d8/id//15IB3kWRYclQVBACGASJVGGyC3nvv/hlFRYX9ggBw5h9Pu92OLVu24L13X8fPHnhkvEuNSKPRYMKEdJSW5KCwIAsGg/LGwSYyvc6AdEs20i3ZCEkheHsbEEV3zE5a9Pv88Pv8sFqtg15XXl7ed60lqf92klFnRnaS8u8eOB8jNZEKDHRYkSRJ2LVzM2w226CfpqqqqrBr50cxn2KYlZWCS2aV4ebFl+G782ZgYmkug0Cc02l1SDVnID+tFJOyZqAgrQxp5izoNON7R4vZYobZYkZdXd2g1zkcjr5r+9MgL7VYFXMnzseVASIVGOjWQkEIIBAY3qepQMAPQQjAZBrfMb2pKWaUluaitCQHKSmJORKYztBoNEg2piLZmAqkAH7R29dnIIYCUf1eWq0Wi2+9EWvX2rFy5coBewbs9mos+cGiiG/4mZZcmPXqbD5lGCBSAa1WC6NRD0E499Ywo9EEk2l4n6ZMJjOMxvG5Tc9sNqKk+MxEwKxMZR4EQ4DZkASzIQk5yfkQQoG+I5j9QR+i0Wfwk/uX4+9/fRc2my3i3QSVlZVwOptx74pl/Z5r1J3pf1Ar3k1ApBJbPj6E9nZXv6//35eehqPuEGprB+7AtlqtsE6+OKo9A3q9DsVFWSgpycGEvHRVLs3SGUEpeHY0cg98ohvhMQSD3jkDhYUFsNmqUF5eDofDAbu9Gk5n8wBzBjQoybDCpNJVAYBhgEg1vjp8EoePNPb7en39cfzm4cqIdxP0fprasOFV/O65tWO+m0Cr1SB/QgZKS3NRkJ8BvZ77/3QuKRyCV3DDLfTAK7hG1YB45FANXlmzHu/+7f2+CYRLfrAI965YFnG+QFbSBFWvCgAMA0Sq4XL58P6mAxEf650zUFhYgKqqbz5NVVef+TQ11jkDOTmpmFiSi+LibBiN3J2k4fnmpMWesyctiiN6fu/ZBJYky4ArTxZDMgrTJql+ZYphgEhFdn12DI2NpyM+dmYC4evYtfOjb00gnI/FS5aOakUgPT2p72jgpCSOBKax8wd9fX0GQsg/5tcz6ZNQmFYGnZYrVAwDRCri9Qaw6cODEMWBl157zyYwmcwj/rSUlGRCSXE2JpbmIj1dXUNbKLbEUADuQA88ggv+4MhPWkwzZSEnpUA144aHwjBApDLNzZ3YsasmajMDjEY9igqzMLE0F7m5aVF5TaKR6D1p0S30wDfoSYsaJBlSkJmUC4shOaY1xjuGASIVamw6jd17ahEKje54Wp1Oi4KCTJSW5KAgP4MjgSlunDlp0YNA0NfXY6DT6GDUmWExJkOvVedx3kNhGCBSqa4uD/buq0Nnl2dY12s0GuTlpqGkJAfFRVkwGNgISKQUDANEKtfYdBqOr1vR1tYNSer/z0FWZgqKi7NRWpIDi8UoQ4VENN4YBogIABAMhtDj8sHnExAOh2E2GZCWlsRbAYlUgGGAiIhI5dj1Q0REpHIMA0RERCrHMEBERKRyDANEREQqxzBARESkcgwDREREKscwQEREpHIMA0RERCrHMEBERKRyDANEREQqxzBARESkcgwDREREKscwQEREpHIMA0RERCrHMEBERKRyDANEREQqxzBARESkcgwDREREKscwQEREpHIMA0RERCrHMEBERKRyDANEREQqxzBARESkcgwDREREKscwQEREpHIMA0RERCrHMEBERKRyDANEREQqxzBARESkcgwDREREKscwQEREpHIMA0RERCrHMEBERKRyDANEREQqxzBARESkcgwDREREKscwQEREpHIMA0RERCrHMEBERKRyDANEREQqxzBARESkcgwDREREKscwQEREpHIMA0RERCrHMEBERKRyDANEREQq9/8DO6XIDrM0BJMAAAAASUVORK5CYII=\n", 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AAg8wmjYhFxcWFshdBhERDYJhIM7F6wAjSZIgBPwwmszQarUDXmcxGLDowunQcOYAEVHcYhhIEPEywKj+WA3+sX4ddn6wCQG/HyazGXMXLMTNy5ajbOq0iM+ZZ52ECWmpMa6UiIiGi2EgATV1deOYDAOMtr3/T7zw+KMoKiyEzWaD1WpFXV0d7HY7mpxOPPjU0/juopv6PW9iViYum1gS01qJiGj4GAYSWCwHGNUfq8FDyyuwrKICdrsdBoOh7zFRFGGz2bB+wwasXreh3wqB2aDH4pkXjHuNREQ0OgwDChCLAUYv/vYx1B08gNra2nOCQC9RFGG1WjHlO5figSee6vf4kosu4AAiIqI4NXDnFyWMrOQkXFlehhumT0VpZkbUDwiSJAk7P9gEm80WMQgAgMFgQFVVFXZs2ohI+TIgJu4dEURESscwoCBpFjNml5ViwYxpKM/Jhi5KoUAI+BHw+2G1Wge9rry8HAG/H4Lf3+8x3kxARBS/uG6rQMkmIy4pKcL0/LyoDDAymswwmc2oq6sb9DqHwwGT2QxjhCFD3CIgIopfXBlQMLPBgAsLC7Dowum4sCB/1G/IWq0WcxcshN1uhyhGnnUgiiL++7//G9+ZO6/fTIEkowFGhgEiorjFMKACBp0O0/LzcOOF03FxUSGSjJH3/Qdz87LlaHI6YbPZ+gUCURRx3333obm5GQd27cSej7ee83h+WtpYyicionHGuwlUaLQDjHrnDBQWFKCqqgrl5eVwOByorq6Gs7kZE4qK4TxRDwD4UdX9WHr/T6HVanH9tCnISLKM08+GiIjGimFAxcLhMJzdPSMaYFR/rAbvbliPHZs29k0gnLfwRiypWIbiSeV45T//N9577VUAwGVXfxe/e+FFLLjk4vH8aRAR0RgxDBAAoKXHhWMtwx9g1Hs2gcls6dcjsPUf7+DlZ/4VQiAAq3Uy/va3tzBz5szxKJuIiKKAYYDO0eHxoqalFc1jHGB0ouYo/vPhX+NkQwOSk5PxP//zP1i6dGmUqiQiomhiGKCIun0+HGtpQ2NnF0b6B8Ss1+PySRMBvw933XUXPvzwQwDAr3/9azz77LPQ884CIqK4wjBAg/IEBBxvbcOJ0x0IDfFHRQOgNCsTM4sK+m5jDAaDeOSRR7B69WoAwPz58/Haa68hJydnvEsnIqJhYhigYfGLIk52dqGlx4Uurw/C2SFGeq0W6RYz8lJTUZKVgRSTKeLzX3/9ddx3333weDyYOHEi3nzzTVx66aWx/CkQEdEAGAZoVKRwGOFwGDrt8EdVHDp0CLfddhtqa2thNpvx8ssv45577hnHKomIaDg4dIhGRavRjCgIAMDMmTOxZ88eLFmyBH6/H/feey8efPDBAacaEhFRbDAMUExlZGTg73//Ox5//HEAwIsvvoj58+fj1KlTMldGRKRe3CYg2fz973/H3XffjZ6eHhQWFuKNN97AlVdeKXdZRESqw5UBks33v/997N69GzNmzIDT6cQ111yDNWvWyF0WEZHqMAyQrKZNm4bPPvsMd9xxB0RRxP3334+qqir4/X65SyMiUg1uE1BcCIfDeO6557Bq1SqEw2FcfvnleOONN1BcXCx3aUREiscwQHFl06ZN+PGPf4zOzk7k5eXh9ddfx7XXXit3WUREisZtAoorCxcuxL59+zBr1iy0trZi/vz5+K//+i8wsxIRjR+uDFBc8nq9WLFiBdavXw8AWLZsGdasWYOkpCSZK6NEFAiIcLn9CIpBaHVaJFlMSEkxy10WUdxgGKC4FQ6H8fzzz+NXv/oVQqEQLrnkErz55puYNGmS3KVRAhCEIBxft6DhZDu6u739HjeZDCgsyMRkaz4yMpJlqJAofjAMUNzbunUrli5dira2NmRlZeHVV1/FwoUL5S6L4lid4xS+PNQAUQwN6/qyibmYdXEZjEaeqEnqxDBACaGxsRF33HEHdu/eDa1Wi2eeeQYPP/wwNBqN3KVRHAmFJOzZW4uTjadH/NyUFDOunjsdqamWcaiMKL4xDFDC8Pv9ePDBB2G32wEAd9xxB37/+98jNTVV5sooHghCEDt31aCtvWfUr2E2GzH/uplISop8+iaRUjEMUMJZs2YNfv7zn0MURVxwwQV46623MHXqVLnLIhl5vQFs23EUPT39ewNGKisrBdd/byZXnUhVeGshJZwVK1bg448/RmFhIQ4fPow5c+bgnXfekbsskklXlwcfbTk0rCAgSRL8fh8kSRrwmo4ON47WNEWzRKK4x5UBSlinTp3Cj370I2zfvh0A8Pjjj+O3v/0ttCM8WpkS16mWLuz69BiCwcEbBevrj+O9d/+MXTs3IxDww2Qy46q512PxkjtRVjal3/VarQbzr7uIdxmQajAMUEITBAG/+tWv8OKLLwIAlixZgnXr1iEjI0Pewmjc1Z9ow779dZCkwf8J2759E1564WkUFRXCZrPBarWirq4OdrsdTU1OPPDgo7j66v53p6SnJ+GG6y9iuCRVYBggRXjllVfw05/+FH6/H5MnT8Zbb72FmTNnyl0WjZMjRxtx6KuTQ15XX38cv3m4EsuWVcBut8NgMPQ9JooibDYb1q/fgN89tzbiCsH0aUW4aGZpVGsnikcMA6QY+/fvx2233YaGhgYkJyfj97//PX70ox/JXRZFUTgcxucHvkado2VY1//fl56Go+4QamtrzwkCvURRhNVqhXXyxfjZA4/0e1yj0eB7116InGzesULKxvUvUoxLL70U+/btw/z58+HxeLB06VI8/PDDCAaDcpdGURAMhrBzV82wg4AkSdi1czNsNlvEIAAABoMBVVVV2LXzo4jnX4TDYezdWztkTwJRomMYIEXJycnB+++/j1//+tcAgNWrV+Omm25Ce3u7zJXRWAQCIj7edhjO5s5hP0cQAggE/LBarYNeV15ejkDAD0EIRHzc5fbj0FcNI6qXKNEwDJDi6PV6rF69Gq+99hqSkpLw4YcfYvbs2di/f7/cpdEouN1+bN56CB0d7hE9z2g0wWQyo66ubtDrHA4HTCYzjMaBBw0drz2F1rbuEX1/okTCMECKdeedd+Kzzz6D1WrFiRMnMG/ePPzpT3+SuywagdMdLmzeeghut3/Ez9Vqtbhq7vWw2+0QRTHiNaIoorq6GlfNnT/kkKE9e+sgitxyImViGCBFmzlzJvbu3YvFixfD7/fjnnvuwS9+8YsB3xwofjQ3d+KTTw4jEBj979XiJXeiqckJm83W7/dcFEVUVlbC6WzG4iVLh3wtrzeAA1+cGHUtRPGMdxOQKkiShCeffBJPPfUUAOC73/0uXn/9deTn58tcGUXicLRg/4GvIzb1jVTvnIHCwgJUVVWhvLwcDocD1dXVcDqbB5wzMJCr505HQUHmmOsiiicMA6Qqb7/9Nu6++264XC4UFhbijTfewJVXXil3WfQth75qwJGj0R0HfGYC4evYtfOjb00gnI/FS5ZGnC8wGLPZiIU3XAyTKfIdCkSJiGGAVKempga33XYbjhw5AoPBgBdffBErVqyQuyzVkyQJ+/Y7UH+ibVy/hyAEYDKZx3QQUXFxNq66godjkXKwZ4BUZ9q0afjss89w++23QxRF3H///aiqqkIgEPnWMhp/ohjC9p014xoEgDNNhWazZcwnEjY2nsbJk7xdlZSDYYBUKTU1FX/961/x7LPPQqPRwG6345prrkFjY6PcpamOzydg6ydfoaWlS+5SRmT/ga/h8wlyl0EUFdwmINXbuHEj7rrrLnR2diIvLw+vv/46rr32WrnLUoUelw/bth+B15uYqzIF+Zm4et50ucsgGjOuDJDq3Xjjjdi7dy9mzZqF1tZWzJ8/H88//3xUOtlpYO3tPdiy9VDCBgEAaD7VCcfXwxuPTBTPGAaIcGYk7c6dO1FRUYFQKIRf/vKXuOeee+D1euUuTZFONp7GJ9uPQBASf4jPwS9OJHSgIQIYBoj6JCUlYd26dfjP//xP6HQ6rFu3DvPmzcPXX38td2mKcux4Mz7bfRyhkCR3KVERDIawZ+/gI4+J4h17Bogi2Lp1K5YuXYq2tjZkZWXh1VdfxcKFwx9MQ5EdOFiP47XNcpcxLi6ZVYYpkwvkLoNoVLgyQBTB9773Pezbtw9z5sxBR0cHbrrpJjz33HPsIxilUEjCrs+OKTYIAMChQw3ocfnkLoNoVBgGiAZQUlKCTz75BJWVlZAkCStXrsTSpUvhcrnkLi2hCEIQ27YfQWPjablLGVfBkIQ9e2sZGCkhcZuAaAjhcBhr1qzBgw8+CFEUccEFF+Ctt97C1KmcQDcUrzeAbTuOoqdHPY2YMy8swYzpxXKXQTQiDANEw7Rr1y7ccccdaG5uRlpaGtatW4dbbrlF7rLiVleXB9t2HIXfr67BPFqtBvOvuwgZGclyl0I0bNwmIBqmq666Cvv27cO8efPQ09OD73//+3jiiScgScroio+mltZubPn4K9UFAQCQpDB2763lnwtKKAwDRCNQUFCAzZs34+c//zkA4Mknn8Stt96Krq4ueQuLIyca2rB9xxEEgyG5S5FNd7cXXx3maGtKHNwmIBqlV155Bffffz8CgQCmTJmCt956CxdeeKHcZcnqyNFGHPrqpNxlxAWNRoPrvnchsrNS5S6FaEhcGSAapXvvvRc7duxAaWkpjh8/jiuuuAJ/+ctf5C5LFuFwGPs/dzAIfEs4HMaePbWqXiGhxMEwQDQGl112Gfbu3Yvrr78eHo8HS5cuxcMPP4xQSD1vAMFgCDt31aDOwRn953O5/Tj0VYPcZRANiWGAaIxyc3OxceNG/Mu//AsAYPXq1Vi0aBFOn1b2ffUAEAiI+HjbYTibO+UuJW4drz2F1rZuucsgGhR7Boii6M9//jPuu+8+eL1eTJw4EW+99Ra+853vyF3WuHC7/di24wjcbr/cpcS9pCQTFt5wMQwGvdylEEXElQGiKLrzzjvx6aefwmq14sSJE5g7dy7+9Kc/yV1W1J3ucGHz1kMMAsPk9QZw4IsTcpdBNCCGAaIou+iii7Bnzx4sXrwYfr8f99xzD375y19CFEW5S4uK5uZOfPLJYQQCyvj5xEp9fSuauZ1CcYphgGgcZGZm4p133sFjjz0GAHj++edxww03oKUlsZvsHI4W7NhVg6BCjh+Otb37HQxRFJfYM0A0zt5++23cfffdcLlcKCwsxBtvvIErr7xS7rJG7NBXDThytEnuMhJecXE2rrqC51pQfOHKANE4u/XWW7F7925Mnz4dTqcT1157LdasWSN3WcMmSWdO42MQiI7GxtM4ebJd7jKIzsEwQBQD06dPx+7du3H77bdDEATcf//9WLFiBQKBgNylDUoUQ9i+swb1J9rkLkVR9h/4Gj6f+s5toPjFMEAUI6mpqfjrX/+KZ599FhqNBtXV1bj22mvR2BifM+x9PgFbP/kKLS1dcpeiOIIQxL79DrnLIOrDngEiGbz//vuoqKhAZ2cn8vLy8Je//AXXXHON3GX16XH5sG37EXi98b1ykeguu7Qc5ZMmyF0GEVcGiOSwaNEi7N27FxdffDFaW1sxf/58PP/884iHbN7e3oMtWw8xCMTAwS9O8NeZ4gLDAJFMysvLsXPnTtx1110IBoP45S9/iXvuuQder1e2mk42nsYn249AEIKy1aAmwWAIe/bWyV0GEcMAkZySk5Oxfv16/Md//Ad0Oh3WrVuHefPmob6+Pua1HK9txme7jyPEGQIx1drWjeO1zXKXQSrHngGiOLFlyxbceeedaGtrQ1ZWFl577TUsWLAgJt/7wMF6viHJSK/T4ob5FyM11SJ3KaRSXBkgihPXXXcd9u3bh9mzZ6OjowOLFi3Cc889N659BKGQhF2fHWMQkFkwJGH33tq46BkhdWIYIIojJSUl2LZtG+677z5IkoSVK1di6dKlcLlcUf9eghDEtu1H0Nio/KOWE0FHhxtHazjYieTBbQKiOBQOh/Hyyy/jF7/4BURRxAUXXIC//e1vmDJlSlRe3+sNYNuOo+jpka9ZkfrTajWYf91FyMhIlrsUUhmGAaI4tnPnTvzwhz9Ec3Mz0tLSsH79etx8881jes2uLg+27TgKv58T8OJRenoSbrj+Imi1XLil2OGfNqI4NnfuXOzbtw/z5s1DT08PbrnlFjzxxBOQpNF1/Le0dmPrJ18xCMSx7m4vDh+Jz6mUpFwMA0RxrqCgAJs3b8YDDzwAAHjyySdx6623oqura0Svc6KhDdt3HIEohsahSoqmozVOnO6Ifp8I0UC4TUCUQP7whz/gpz/9KQKBAKZMmYK33noLF1544ZDPO1rThC8PNcSgQoqW1FQLbrj+Iuj1OrlLIRVgGCBKMHv37sXtt9+OkydPIjk5GX/4wx/wwx/+MOK14XAYnx/4GseON8Pt9sMfECFJErQaLYxGPZJTTDAa9DH+GdBwTZmcj0tmTZK7DFIBhgGiBNTW1oYf//jH2Lx5MwDg4YcfxjPPPAOd7ptPkcFgCBs/OIAvvmxAT49vwHvYk5NNyMtNR1ZWSkxqp5G59poLkJebLncZpHAMA0QJKhgM4je/+Q3+/d//HQBwww034LXXXkN2djZcLh/+tOETNDS0D/v1kpNNKJuYB7PZMF4l0ygkJZmw8IZZMBi4XUDjh2GAKMG99tprqKyshNfrRVlZGdau/SN272tHV9fIZwhotRoUFmRhwgR+Eo0nk8ryMPsyq9xlkIIxDBApwBdffIHbbrsNDocDer0RixbfhwtnXj3q10tJMaNsYi5MJq4SxIur505HQUGm3GWQQjEMEClEZ2cnrrl2EQ59uRsAcNnshbhufgV0utE1COq0GhQVZyM3Jy2aZdIomc1G3LhgFoxGNnxS9HHOAJFCNLd4cNOSn+OqebcCAPbt3YQ/b/g3eNzd51wXDksQBD/C4cEHF4WkMBoa2nG89hQEMThuddPw+P0C9n/ukLsMUiiuDBApxH+v2YT6E20AgGM1e/HuO/8NQfAjJTUTt93+S+j1BuzZ8z5qjuyGKAZgMJgwbcblmDNnEfImTBz0tXU6LUpKcpDNOw5kd+UVU1FSnC13GaQwDANECuB2+/HMv715zu2Dp9udePON/4OO005oNFpoNEBRUTGqqmywWq2oq6tDdbUdTmcTFt98Py64cO6Q3ycjIxmlJTnsbJeRyWTAgvkXw2Ixyl0KKQjDAJECHDxYj1df39Hv64GAF2/99f+goeEIli9fjrVr18Jg+KYpUBRFVFZWYsOGDbjnJ08NuUIAAHqDDqUlOcjkyXqyKcjPxNXzpstdBikIewaIFKC1vSfi102mJKSmZaOoqKhfEAAAg8GAtWvXoqCgEHv3bBzW9wqKITgcLfi6vhWh0OgOTKKxaT7Via/rW+UugxSEYYBIAQY6hTAcllBzdDdWrFjRLwj0MhgMWLGiCkePfDbglMJIOjrc+OpwI3p6Rj7PgMbuwMF6eL0BucsghWAYIFIAwwDnC4iiAFEMwGodfGBNeXk5RDGAYHBkRxuLYhDHa0/hREMbVwliLBgMYc/eOrnLIIVgGCBSgPS0pIhfNxiMMBhMqKsb/E3D4XDAYDBBrx9dU1p7uwtHjjbC5faN6vk0Oq1t3The2yx3GaQADANECjAhL/L4YI1Gi2kzLkd1tR2iKEa8RhRFrFlTjekzroBGoxl1DYFAEMeONeNkYzskiasEsXLoUANcLoYwGhuGASIFyMhMRnKSKeJjc+YsgtPZhMrKyn6BQBRF3HfffWhudmL2nBujUktraw+OHG2Cx+OPyuvR4IIhCbv31o6o34PofLy1kEgBvN4A/rj+Y9TXt0V8/PBXO/HeP15GQUEhVqyoQnl5ORwOB9asqUZzs3PYcwZGQqPRYMKEdBQWZI5pxYGG56KZpZg+rUjuMihBMQwQKUAoJOGNtz5FTY0TngE6zFtbTmDvno04euSzvgmE02dcgdlzbhzWfIHRsliMmFSWxyE5YyCGBARCfgRDAqSzY6S1Gi20Gl3ff3U6HeZfNxPZmWnQafXQaXmGAQ0fwwCRQvzt77vhcvlxtKZp0M7+cFiCKAowGEwx+8Su0WpQmJ+B/HyeujcSgaAPHqEHIWl4Z0OkpplwxbyJ0Go10EBzNhQYoD8bDvRaw9n/6qHTfPNjrtwQwwCRQry/8XO43H64XD7UOVri8la/5GQTyibmwWzm0ciDCUNCj78LQnDkjYGTJmdjyrScETxDA51G17ea8O3AcE540Bqg1bDNTKkYBogUYsvHh9De7gIA+HwCHF+3wO+PfAeBnHRaDQoKswa8A0LtpLCEbt9pBKWRzXzoo9Hg8qtKkJFpiW5hOHN3il5zbkD4ZtXh3B9TYmEYIFKInZ/WoKmpo+/HkhRGa1s3Wlu7IYohGSuLLDXFjLKyXBiNXCX4ti5fO8TQ2CYLJqcYceXVE6HTyfVJXtMvIJzZmvgmLPSuQnCLIj4wDBApxP7PHahztPT7ejgchsvlh9vjh98vIBAQ4feLkCT5/+rrdFoUF2UhJydN7lLigk/0wB3oGvQaSert+TBCqx34zb6sPAtTZ+RGucLo02r0kXsazvuxVsOTMscT13KIFMJkivwJW6PRIC3NgrS0c5eNBSF4JhgExL6AEAiICASCMbtnPRSScKKhHV3dXkwszVX10chhhOERXAM+3thQjy2b3sX+PbsgBAIwmky4dM5VuG7hEhSXlvW7/kR9J0rLMmC2xPfKixQOQggFgSEWrzTQ9gWEgcJD7yoEjRxXBogUos5xCvs//3rMrxMOhxEInB8UBAQCQQjC8LraR0Ov16KkOAdZWSnj9j3imV/0whXojPjY3k+344/VL6KwqAhVNhusVivq6upQbbfD2dSEe6p+jtlXXt3vedYp2bBOHUkzoRKc3aLQRAoM525TsCHyG4xQRAox0MrASGk0GpjNBpjNBpzf4idJEgKBIPx+oS8oBPxB+AMigsGx9SUEgxK+rm9FZ7cHE0tyoNera5XAH4x8+mNjQz3+WP0iKiqWYe1a+zmnT65cuRKVlTb8sfpF5BcW91shaG1xqzAMhBGSRIQgDrnaoNXo+oUF3dmv6XUGmPQW1QQGrgwQKUR7ew+2fPyVbN8/GAz1bTf0BYVR9icYDDqUluYgIz15nKqNL1JYwmnPKQD9f53+ZH8JTQ0O1NXWRjyGWhRFlFutKC6bjLsrf3bugxoN5t84WcZGwkSnQZIhBemWLCQbld3XwpUBIoWI1srAaOn1Ouj1OiQnm/s9NtL+BFEMoa6uBdlZqSgpyVb8m1kg6EOkICBJEvbv2YVHH3kkYhAAAIPBgBVVVXj6mWew/L7/dW53fjgMIRCCJUnZv37jJwyv6IJXdMGsT8aE1CIYdJHPAEl0DANEChHPg3yMRj2MRj1SU89tYhyqP+F0hwsutw8TS3P7NUAqSWCA4UKiKEAIBGC1Wgd9fnl5OYRAAKIgwGg6982KJ0hGhz/owcmuOhSkTYTFoLwVK4YBIoUwGPTQ6bRxOXlwIEP1J/SuIHi8fphMBkzIS4fv7O2RSiGFJYihyAOGDAYjjCYT6urqBn0Nh8MBo8kEg7H/+Q96Fd+hEW1SOARndz2K0ifBbEiSu5yoYs8AkYK8+8/98A5wUJESpKSYMftSK9LTk+By+87MT3D74HL74Xb74Xb5EEygMAQMPVtgLD0DeoMO1y+cHO2SVU+vNaA0c4qiZh9wZYBIQUxGvaLDgNvtx8fbDmOyNR8XzSxFdlZqv2u8vgDcZ89oOBMWzgQGjzcQF4OWzjfQFkGv6xYuweonV6KyshJr1649JxCIooj77qtEs9OJu6t+0e+5WdnK+vQaC5Ikwe/zw2wxDzjUKSiJ6PC2ISc5P8bVjR+uDBApyPYdR9F8KvK96kqTmmrB5XMmIytzeHMJJEmCx3M2KJwNCC6XHy63Dz7fKM8BGKPB7iL4tr2fbscra15Afn4+fvrTn6K8vBwOhwNrqqvR7HQOOGfgkssKkZffPzBRf0cO1eAPL6/De29v7AsDi2+9ET+5fzlmzJzW73qNRouyzOnQaZWxOsAwQKQge/bWov5Em9xlxIxWq8H0aUWYMb1o0NG8QwkGQ+eEBLfbjx7Xmf+O56Cl4Ywf7vXMI7+Cs6kBeoMBQVE8M4Hw8rm4bsHiiBMIk1NNmPvdiZz9PwzvvPkeHnrgURQVFaKy8puhTmvX2tHU5MTql57GLbcv7ve8vJRipJmVcSw3wwCRgnx5qAFHa5rkLiPmMjKScfnsyUhPj/6yuCAEx60/YbiHEp1ub8Pj//IzaDQa/Ov//v+QlJwMo9E08Bu9RoPZVxRzm2AYjhyqwe0L7kJFRQXsdnu/bRibzYYNGzbgzQ9e7bdCkGrKwITUkliXPC7YM0CkIEajOv9Kd3V58OHmL3DhBSWYNrUwqp+GjUY9srNSo96fMNhdBOf7fM+nAIDJU2cgMyt7yOsnT81mEBimP7y8DkVFhf2CAHBmhoPdbsfWrVvwypr1+Lfnnzrnca/oiWWp40qd/3IQKZTF3P/WMrWQpDC+PNSAJmcHLp89ud9Mg/GQZDEhyWJCXu65N0YOpz9hoEFDkXy+ZxcA4DtzrhryWuuUbJRPHjow0Jnfp/fe3ohVv1k16FAnm60Kz/7uWfzuv548J2iGJBFCKACjAgYRMQwQKYjRxL/SHR1ufPjRF5g5sxRTJhfIUoNWq0VqqgWpqRacX0Fvf0Jt83F0dOvh9QjwuAV4PCKCYv9h+qfb21DvOA6NRoNLZl8x4Pc0mvS44KIJyJugzoOeRsPv88Pv8w9rqFPvtZakc0OmT/DAaGEYIKI4ouaVgW8LhiQcOFgPp7MTc2ZbkZQUP/9Y6/U6pKaZkBHUIyP33E/wghCE1yPC4xHg9YjwegRs3/IegDNbBOkZ/ZvVUtNMKCxOR3FpuuLHNkeb2WKG2WIe1lCn3mvP5xPdSLdkjVeJMcMwQKQgau0ZGEhrWzc2fnAQsy6eiPJJE+Qup49b6EGkLYLesc0Zmd98+vzXVXsBAD9afgtmX1mCgP/M3Q0Gow6pqSaYzPw9Hy2tVovFt96ItWvtWLly5YBDnez2aiz5waKIvSg+MfJpk4mGMZJIQcxmA28lO08wGMK+/Q5s33FUtnkC53MHuod1XdNJJw7u+xIajQY333YjsrKTUFCUhoKiNOTkJjMIRMFP7l+OpiYnbDYbRPHcMdeiKKKyshJOZzPuXbEs4vNDYRFCMPEHffFPEpGCaDQaGI16Rc3uj5bmU53Y9OFBfGfWJJSW5shWR0gKwjfMLvT33/kAADDnqsuQO0G+mpVsxsxpWP3S03jogUexdesW2GxVfUOd7PZqOJ3NWP3S0xEHD/XyiW4Y9fGzFTUaDANECmMyGRgGBiAIQXy25ziamjtw6SWTZDn2eaAtgkj++fdNAICbvr9wHCuiW25fjMlTrXhlzXo8+7tn+yYQLvnBIty7YtmgQQA4Mzwq3ZLYd3Bw6BCRwnz8yWG0tg1vGVrNzCYDLru0HIWFsW3+aur+Gj7RPfR1J5343qVn9ql3fPkRVwZipPdsAkuSZdhbblqNHuXZM8a5svHFngEihTHx9sJh8QdE7NhVgz17ayGK4zdy+Nu4RRD/tFotkpKTRtR7I4WDCAT941jV+GMYIFIYszn2S9+JrP5EGzZ9+AVaWsd/NYVbBMo1nNWeeMYwQKQwcuyDJzqvN4BPth3G/s8dCAb7D/6JltHcRXDjzTeMWz0UPcNd8YlXDANECsMwMHp1jhZ88NEXaG/vifprc4tA2XyiB4ncgscwQKQwZoaBMXG7/dj6yWEc/OIEQmM8lfCc1+UWgaJJ4RCEUOL2DTAMECmMiT0DYxYOh3HsuBMfbv4SnZ3R2QvmFoHyJfJWAcMAkcJwZSB6enq82Lz1EL46fBKSNPpVAm4RqEMiH2nMMECkMOwZiC5JCuPwkUZs3nII3T2jm0PPLQJ18Cdw3wDDAJHC6PU66PU6uctQnM4uDz7a/CVqjjlH/A8+twjUQQqHEEjQvgGGASIF4qyB8REKSfjiyxPY8vFXcLuH948+twjUxSck5rwBhgEiBeJWwfg6fdqFDz48iNq6U0Neyy0CdUnUJkKGASIFYhPh+AuGJHx+4Gt8su0wvN6Bj7DlFoG6+IKJ2TfAMECkQFwZiJ2W1m5s+vAgvq5v7fcYtwjUJxyWEAj65C5jxBgGiBSIPQOxJYoh7N1Xhx07j8LnE/q+zi0CdUrErQKGASIF4sqAPJzNnfjgoy9wsvE0AG4RqJU3AQ8t4lmnRArEMCCfQEDEp58dQ8PJDGRODMBoHPo2T24RKItf9CIcDo/oGGS5cWWASIHYQCi/uhNN2PlJPdpah/6UyC0CZQlDgj84ugFVcmEYIFIgnk8gv0DQByEQxOd7mnDoi1MQxchHI3OLQJkSrW+AYYBIgbgyIC8pLEEMfdNI6DzZjV3bTqDjdP9Pi9wiUCaGASKSndGoh1abOPuVSnPm1rJz7yLw+0Ts/fQkjnzVcs7RyNwiUKbevoFEwQZCIoUyGg3w+4WhL6SoG+w+85P1XTjd5sXMWfnwuDu5RaBQvX0DFkOy3KUMC8MAkUJZzAwDcjh/iyASr0fA7l0nsf8zbhEomU90J0wY4DYBkUIZ2Tcgi0hbBBGFw/jo/c0AgOsWXDe+RZEsvELi9A0wDBAplIV3FMhiuKNoT7e3od5xHBqNBhnZU1F3/DQkKXH2mNVMkiR4PV5IkjTodYGgF1J48GviBcMAkUIZjQwDsTacLYJen+/5FAAweeoMpKVloO5YO/Z8ehKBQHA8S6QxOHKoBg8/+BhmlV3Z97+HH3wMRw7VRLw+jDD8YmLMG2AYIFIonk8Qe8PeIgDw+Z5dAIDvzLmq72vdnT7s/fQkBIGBIN688+Z7uH3BXdi363Os+s0qrF+/Hqt+swr7dn2O2xfchXfefC/i8xLlFkM2EBIpFEcSx95otggumX3FOY953AIO7m/G7CuKE2qcrZIdOVSDhx54FBUVFbDb7TAYvvm7tXLlSthsNjz0wKOYPNWKGTOnnfPcRAkDXBkgUiiuDMTWcLcIJEnCnl3bAJzZIkjPyOx3TedpLxobhnfIEY2/P7y8DkVFhf2CAAAYDAbY7XYUFhbglTXr+z03EEqM44wZBogUymTkwl8sDbVF0NhQjz/ZX8Kv/tc9eOeNV6HVaiGKIhob6iNez4bC+CBJEt57eyMqK239gkAvg8EAm60K7/7t/X6DhsJhKSGaCBkGiBTKbDbKXYKqCEH/gI/t/XQ7Vj+5Ek0NDjz6yCNYv349nnjiCYREP1Y/uRJ7P93e//UCQbQP45AjGl9+nx9+nx9Wq3XQ68rLy/uu7S/+Qx0/OhAplMnEv96xEkYYQigQ8bHGhnr8sfpFVFQsw9q1/febKytt+GP1i8gvLEZxadk5z21r9SAvP3U8S6chmC1mmC1m1NXVDXqdw+Hou/bbNNBCqxn6GGu5cWWASKG0Wi2M3CqIiZAUxECf/rZseheFRUX9ggBwZnl57Vo7CgoLseWD/t3orp7IAYNiR6vVYvGtN2LtWjtEUYx4jSiKsNurseQHi/o1fRr15ojPiTcMA0QKxjsKYkMKRz6eWJIk7N+zC1W2wfebV1RVYf/unf32mwUh8utSbP3k/uVoanLCZrP1CwSiKKKyshJOZzPuXbGs33OTDCmxKnNM+LGBSMHMJgNcrsToZlYiURQgBALD2m8WAgGIggCjydT39UQ69U7JZsychtUvPY2HHngUW7dugc1WhfLycjgcDtjt1XA6m7H6paf73VYIaJBmzpCj5BFjGCBSMBNvL4wJzQCLrAaDEUaTaVj7zUaTCQbjuU2fRvZ9xI1bbl+MyVOteGXNejz7u2fh9/lhtpix5AeLcO+KZRGCAJBqyoBBZ4rwavFHE2b0JFKszw98jdq6U3KXoXhhhNHubkakvoE/2V9CU4MDdbW1EbcKRFFEudWK4rLJuLvyZ+c8VlichpmzCsarbBolSZLg9/lhSbIMOBhKq9GjNHMK9NrECHTsGSBSMPYMxIYGGuh1kW/lvG7hEjibmlBZGXm/+b77KtHsdOK6BYv7PTc7JzGOv1UbrVaLpOSkQSdE5qUUJkwQALhNQKRoZoaBmLHok+CKcHthcWkZ7qn6Of5Y/SK2bN2CFVXf7Devqa5Gs9OJe6p+3u+2Qr1Bh7z8xGg+o3OlGNORYkqXu4wR4TYBkYI1OTuwc1fkE9Uo+jo8LQiFIx8y1NhQjy0fvIf9u3dCCARgNJlw6eVzcd2Cxf2CAABMmZ6DSdbsca6Yok13dntAl0CrAgDDAJGitZ92YcvWQ3KXoRpiSECXrx2DTZyTJAmiKMBoNA24zJyaZsIV8yZCq+VBRYkmP3UiUkxpcpcxYuwZIFIwbhPElkFnHPKNQKvVwmQyDxgEjCY9LrmsiEEgAaWYMhIyCADsGSBSNDYQxp7FkAJAA3egGyOdSZ+UbMSlc4pgSeLvW6LRaQzITU7cOz8YBogUzGDQQa/TIhiK/1PTlMRiSIZea4A70I2gNPSxxhqtBsWl6ZgyLRd6PRdsE1FeamHC9Ql8W+JWTkTDYjIbEPRwxn2sGXRGZCblQgj54Re9CIT8wHktWmaLAfmFqSgpzeBqQAJLNWUi2ZiY2wO9GAaIFM5kMsDDMCAbo84Mo+7MYTVCyI+wNojMXAPyCizIzEqSuToaK53WgJwE3h7oxTBApHBsIpSfXqdFQUEmSktykJ+fAa1WC7/ohVvogUfogTjA8ccU//JSiqDTxv8RxUNhGCBSODYRykOj0SAvLx2lJTkoKsyCwXDuG4bZkASzIQk5yfkQggF4zgYDf9ArU8U0UmmmLCQbU+UuIyoYBogUzszDimIqKzMFpaU5KCnOGfavvVFvglGfi8ykXAQlEZ6ACx6hBz7RjfAI70ig2NBrDchOzpe7jKhhGCBSOK4MjL/UFDNKSnJQWpKD1FTLmF5LrzUg3ZKFdEsWpHAIXsENt9ADr+CCFA5FqWIaq7yUYkVsD/RiGCBSOPYMjA+zyYCSkmyUluYiK3N8zhDQanRIMZ2Zcx8Oh+ETPfAIPXALPQhJ4tAvQOMizZyFJKOyzo1gGCBSOBO3CaJGr9ehqDALpaU5mJCXPuipddGm0WiQZExBkjEFuSiEP+iDJ3Cmz0AI+WNWh9rptUbkKGh7oBfDAJHCcZtgbLRaDfInZKC0JAcFBZnQ6+Njadist8CstyA7eQLEUADuQA88gutsAyL7DMZLXkoRtJr4+DMQTQwDRArHbYLRyclJRWlJDoqLsuM+UBl0JmQmnWlADElBeAQX3EIPfIIbYXD6ZLSkm7MVtz3Qi2GASOFMJgM0Gg14QOnQ0tKSMLE0ByXF2UhONstdzqjotHqkmTORZs6EFJbgFdxnb1t0QRrgeGUaml5rVNTdA+djGCBSAZPJAL9/6Bn5amSxGFF69k6AjIxkucuJKq1GixRTGlJMad9qQDxz2+JwzkygXhpMSC2GVqPccyMYBohUwGTSMwx8i8GgQ3FRNkpLc5CbkxbTRkC5nNuAWIBA0HdmxSDgQiDkk7u8uJZuzobFoKygeD6GASIVMJuN6O5W92Q7nU6L/PwMTCzNRf6EDOh0yv2UNxwmvQUmvQVZSRMghoS+CYg+UTkNiJIkwe/zw2wxQ6sd3e+3QWtCdvKEKFcWfxgGiFRArU2EGo0GuTlpKC3NQXFRFgwG/pMXiUFnRIYlBxmWnL4GRI/QA2+CNiAeOVSDP7y8Du+9vbEvDCy+9Ub85P7lmDFz2gheSYO81CJFbw/00oTZVUSkeAe/OIFjx53DulaSJAhCAEajadSfpuSWmZGMkpIclJRkI8likruchCWFJfhEd9945FACNCC+8+Z7eOiBR1FUVIjKShusVivq6uqwdq0dTU1OrH7padxy++JhvVaGJUcRJxIOB8MAkQrUHHPiiy9PDHpNff1xvPfun7Fr52YEAn6YTGZcNfd6LF5yJ8rKpsSo0tFLTjadaQQszUXaGEcCU3/hcBj+oPfMBMRAfDYgHjlUg9sX3IWKigrY7XYYDN+siImiCJvNhg0bNuDND14dcoXAoDOhJGOyKlYFAIYBIlWoP9GGPXtrB3x8+/ZNeOmFp1FUVAib7ZtPU3b7mU9TDzz4KK6+emEMKx4ek8mA4qIslJbmIidbGafHJQoh6O87gjkQjI8GxIcffAz7dn2O48drzwkCvURRxOTJVsyZdxn+7fmnBnklDYrTy2E2JI1fsXGGG2hEKmA2DfxXvb7+OF564WksW9b/09TKlSths9nw0gtPo7h4UlysEOh1WhQWZqG0JAcTJqQn7FZGojPqzcjSm5GVlIdgSOw7M8EneiBHA6IkSXjv7Y1Y9ZtVEYMAABgMBthsVXj2d8/id//15IB3kWRYclQVBACGASJVGGyC3nvv/hlFRYX9ggBw5h9Pu92OLVu24L13X8fPHnhkvEuNSKPRYMKEdJSW5KCwIAsGg/LGwSYyvc6AdEs20i3ZCEkheHsbEEV3zE5a9Pv88Pv8sFqtg15XXl7ed60lqf92klFnRnaS8u8eOB8jNZEKDHRYkSRJ2LVzM2w226CfpqqqqrBr50cxn2KYlZWCS2aV4ebFl+G782ZgYmkug0Cc02l1SDVnID+tFJOyZqAgrQxp5izoNON7R4vZYobZYkZdXd2g1zkcjr5r+9MgL7VYFXMnzseVASIVGOjWQkEIIBAY3qepQMAPQQjAZBrfMb2pKWaUluaitCQHKSmJORKYztBoNEg2piLZmAqkAH7R29dnIIYCUf1eWq0Wi2+9EWvX2rFy5coBewbs9mos+cGiiG/4mZZcmPXqbD5lGCBSAa1WC6NRD0E499Ywo9EEk2l4n6ZMJjOMxvG5Tc9sNqKk+MxEwKxMZR4EQ4DZkASzIQk5yfkQQoG+I5j9QR+i0Wfwk/uX4+9/fRc2my3i3QSVlZVwOptx74pl/Z5r1J3pf1Ar3k1ApBJbPj6E9nZXv6//35eehqPuEGprB+7AtlqtsE6+OKo9A3q9DsVFWSgpycGEvHRVLs3SGUEpeHY0cg98ohvhMQSD3jkDhYUFsNmqUF5eDofDAbu9Gk5n8wBzBjQoybDCpNJVAYBhgEg1vjp8EoePNPb7en39cfzm4cqIdxP0fprasOFV/O65tWO+m0Cr1SB/QgZKS3NRkJ8BvZ77/3QuKRyCV3DDLfTAK7hG1YB45FANXlmzHu/+7f2+CYRLfrAI965YFnG+QFbSBFWvCgAMA0Sq4XL58P6mAxEf650zUFhYgKqqbz5NVVef+TQ11jkDOTmpmFiSi+LibBiN3J2k4fnmpMWesyctiiN6fu/ZBJYky4ArTxZDMgrTJql+ZYphgEhFdn12DI2NpyM+dmYC4evYtfOjb00gnI/FS5aOakUgPT2p72jgpCSOBKax8wd9fX0GQsg/5tcz6ZNQmFYGnZYrVAwDRCri9Qaw6cODEMWBl157zyYwmcwj/rSUlGRCSXE2JpbmIj1dXUNbKLbEUADuQA88ggv+4MhPWkwzZSEnpUA144aHwjBApDLNzZ3YsasmajMDjEY9igqzMLE0F7m5aVF5TaKR6D1p0S30wDfoSYsaJBlSkJmUC4shOaY1xjuGASIVamw6jd17ahEKje54Wp1Oi4KCTJSW5KAgP4MjgSlunDlp0YNA0NfXY6DT6GDUmWExJkOvVedx3kNhGCBSqa4uD/buq0Nnl2dY12s0GuTlpqGkJAfFRVkwGNgISKQUDANEKtfYdBqOr1vR1tYNSer/z0FWZgqKi7NRWpIDi8UoQ4VENN4YBogIABAMhtDj8sHnExAOh2E2GZCWlsRbAYlUgGGAiIhI5dj1Q0REpHIMA0RERCrHMEBERKRyDANEREQqxzBARESkcgwDREREKscwQEREpHIMA0RERCrHMEBERKRyDANEREQqxzBARESkcgwDREREKscwQEREpHIMA0RERCrHMEBERKRyDANEREQqxzBARESkcgwDREREKscwQEREpHIMA0RERCrHMEBERKRyDANEREQqxzBARESkcgwDREREKscwQEREpHIMA0RERCrHMEBERKRyDANEREQqxzBARESkcgwDREREKscwQEREpHIMA0RERCrHMEBERKRyDANEREQqxzBARESkcgwDREREKscwQEREpHIMA0RERCrHMEBERKRyDANEREQqxzBARESkcgwDREREKscwQEREpHIMA0RERCrHMEBERKRyDANEREQq9/8DO6XIDrM0BJMAAAAASUVORK5CYII=", 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" ] @@ -243,17 +240,9 @@ "id": "1830fdcf", "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/Users/maxime/Dropbox (ISI Foundation)/WORK/SCIENCE/xgi/xgi/drawing/draw.py:1479: UserWarning: No data for colormapping provided via 'c'. Parameters 'cmap' will be ignored\n", - " node_collection = ax.scatter(\n" - ] - }, { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -305,7 +294,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", 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" ] @@ -350,7 +339,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -419,10 +408,10 @@ { "data": { "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" + "(,\n", + " (,\n", + " ,\n", + " ))" ] }, "execution_count": 10, @@ -431,7 +420,7 @@ }, { "data": { - "image/png": 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\n", + "image/png": 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tKzO/FBzNVLdQTWS2GOdLxR6DBmWEeAUNYGTYuOWWW9DS0oLGxsZh11ksFtxyyy3hcDFv3jzF3sy6u93YtftI+N8ZNogo1fmDQbx78jTa3SMPfScro06LsryBORcFDBdjmsoWKo/HA4vFgm3btmH16tVjXrdt2zbcc8898Hg8nC8VQ5yjQTRJgYCIDw/Zse+Ng7B/cP5D+969ewEAGo0GX/jCF8LnLK699tpRl2yVkJ9vQXl5MZqbXQCAT4+eAQCGDSJKSf0+Hw40NcMdiM8XSrFk1GpRmpeLmfm5KMjKYriIwlQG+XG2mLK4okEZIVZzNBqPncC+Nw5i3xsH8d7+Q/B6hWHX5ORmo693YEvSv/7rv+KBBx6Y0nPGkyAE8MprHyIYPH9QkisbRJRqzvb1470kP/Rt0GpRmpuDmfl5KLQwXEzGVLZQ8YyGchg0KCNMNmi0nXVh/7lgsf+Ng2h3DT9nMa0wHzfcdB2W3Hw9ltx8HWaUTldkqN9kHf/MiY+OnBr2ZwwbRJQqkvnQt16jCa9cFFosUDNcTNlkt1BxvpRyGDQoI0QbNNxuD97dfygcLk4cH77UajQZcc11V2HJLdfjhpuuwyXz546YKqrUBPHJCIUkvLbLDrd7eAcshg0iSmaSLOPDz1vQnGSHvnUaTXjloiib4SIeJtuFirPFlMGgQRlhrKARDAZx5PAnePuNA9j/xkF8eOgjBIPB8O0qlQqXX3EZbrjpWiy55XpcuXgRDEbDuM+XSmHD6ezCvgPHR/w5wwYRJSN/MIh3Tp5Ch9ujdCkAzoeLsrxcFOdkM1zE2VS2UF04X8poNOLGG2/Hs8/+AFdffVUcq85cDBqUEQaDhizLONnUjH17D2L/mwdx8O334O4f3qFkVvlMLLn5etxw07W4/sZrkZefO6nnTKWw8eZbn6LN1Tvizxk2iCiZ9Ak+HHQof+hbq1YPhIv8PBRnW6C5YGWb4muqg/wG50v19Qfw9r5j/F0XRwwalPZcLhca/vhfeHPP29j/5kG0tpwddntuXg6uv/Ha8Hao2eUzY/bcqRI2enu92Pn6Rxjt7YBvwESUDM729uHd5tMISpIiz69Vq1FybuViek42w4XCYjHIT5Ik/O+fDyEUknD7skXIzmbHqVhj0KC04/V68dZbb4WncNvt9mG36/Q6LL72yoFVi5uvw/zLL4VGo4lbPakSNg5/eBInms6OehvDBhEpqdHVjiMtrQl/Xq1ajek52ZiZn4fpOdnQMlwkjakO8hv07nsncOp0O6ZPz8NNfzUvxlUSgwalvFAohMOHD4encO/btw+BC5bV5y24FDfcfC2W3Hw9Fl97JUzmxH5rkQphIxAI4i+vHkYgEBz1doYNIko0SZZx+PQZnOrqTthzDoaLsrxczMjNYbhIYlPdQgUALc4u7D93TvG6ay/GrJkFsS4zozFoUEpyOBzYuXMndu3ahd27d6Ora3jnkVmzZmH58uVYtmwZli5dCq+2O26TwaOVCmHjRNNZHP7w5Ji3M2wQUaL4g0EcdJxCpyf+h741KlV45WJGTja0cVzlptia6haqYDCEP/35EIIhCSaTHncsvwI6HX/+scKgQSmhq6sLu3fvDocLh8Mx7PacnBzceuut4Sncc+fOHTYQKRYD+2Ih2cOGJEnY+foR9PV5x7yGYYOI4q1XEHDQcQqeOB76Vg+Gi3MrFzqGi5QUiy1U+w8eR0vLwBeWF88txaKFc2JdZsZi0KCk5Pf7sW/fvvA5i/fff3/YQWWtVovrr78+vGpxzTXXQKvVjvl4yRI0gOQPG22uXrz51qcRr2HYIKJ4ieehb7VKheJsC8ry8lCax3CRLqa6her06Q68814jgIG29suXLkRurjkepWYcBg1KCpIk4ciRI+FzFm+99RYEQRh2zWWXXYZly5Zh+fLluOmmm5CdnR314ydT0ACSP2zsP3AcLc7Ig7AYNogo1j5ra8fHztge+larVCjKtqAsLxeluTnQR/hSilLXVLZQiWIQ//vnQ5CkgY/ERYU5uOXmy+JVakZh0CDFfP755+GtULt27UJ7e/uw22fMmBFesVi2bBlKS0sn/VzJFjSA5A4bbrcPr+78MPymOxaGDSKKhZAk4cPPW2J26FsFhFcuSvJyYGC4SHtT3UL11r6jOHu2J/zvX7imCnNmF8W4yszDoEEJ09vbi71794bDxfHjw6dRZ2Vl4eabbw6fs5g/f/6wcxZTkYxBA0jusHHk49M4drxl3OsYNohoKnyiiHdOnkKnZ+yzYdFQASi0WDAzPxelebkMFxloKluoHCfb8P4H589/Gg06fPGOK6DT8b+jqWDQoLgRRREHDx4Mn7N49913EQqFwrer1Wp84QtfCK9aXHfddZMauBONZA0aQPKGDVEM4ZVXD8PnF8e9lmGDiCajVxBwwNEMb2D895mxFFnObYvKy4FRp4thdZSKJruFyucT8aeXDg37s6rKGbjyioviUWbGYNCgmJFlGZ9++mk4WLzxxhtwu93Drrn44ovD5yxuueUW5OXlJaS2ZA4aQPKGjZPNLhx6vymqaxk2iGginD29OHTq80kd+i7IysLM/FyU5eUyXNAwU9lCtfeNT9De0Rf+d5VKhaW3LkB+viUepWYEBg2aktbW1vAZi127dsHpdA67vbCwMBwsli1bhtmzZytSZ7IHDSA5w4Ysy3h99xF090TXx55hg4iicbzNhU+cZyd0n4IsM8ry8lCWlwuTnuGCxjbZLVSNJ1rxob152J9Nm2bBbbcsiNlW7kzDoEET4na78eabb4a7Q33yySfDbjcajbjxxhvD5ywWLlwIdRJMVU2FoAEkZ9jo6OzHnr0fR309wwYRjSUkSTh8+gxOd/dEdf00szl85sIcp621lJ4ms4XK6/Xjpb98MOLPr76yAhUV0+NRZtpj0KCIgsEgDh06FN4OdeDAAYji+b20KpUKV111VXjFYsmSJTAajQpWPLpUCRpAcoaNd95txOnPO6K+nmGDKDNJkgRBEGAymUZ8yeQTRRx0nEKXN/Kh73yzCTPz81Cam4ssA8MFTc5kt1C9vvsIurqHb/vW67X44u1XwGDgStpEMWjQMLIso7GxMRws9uzZg97e3mHXlJeXh1csbrvtNhQUFChUbfRSKWgAyRc2vF4/Xn3tQwRD0e+lZtggyhx2ux0bNmzAjh07wkFjxYoVWLduHRYtWoQer4CDJ8c+9J1nMqHs3JkLi8GQ4OopXf32t7/FihUrJrSF6tjxFhz5+PSIP7+ovBiLr66MR5lpjUGD0N7ejtdffz0cLk6fHv4Cy8/Px2233RZetaisTL0XWqoFDSD5wsanR8/gk08/n9B9GDaI0t/27duxZs0alJWVoaamBpWVlWhqakJdXR1aWlqw4d9+hVnXXDvi0HeeyRg+c2ExMlxQfEx0C1Vfv4BXX/tw1NtuvWUBCguyI67c0XAMGhlIEAS8/fbb4XMWH3744bDb9Xo9lixZEj7EfdVVV0Gj0ShTbIykYtAAkitsBIMhvLrTDq/XP6H7MWwQpS+73Y7Fixdj9erVsNls0A3pACWKIqxWK7bV1+O5F+pRfvElyDUawysX2Um4zZbSz2S2UL26046+vpFb/Do7z+Dg/pfw29/+dtSVOxqJQSMDSJKEw4cPhwflvf322/D7h39YXLhwYXjF4sYbb0RWVpZC1cZHqgYNILnCxudnOnHwnc8mfD+GDaL0VF1djT179qCxsXFYyBgkiiIqK6uw+IYb8B+/+Q1yTAwXlHgT3UL1yaef49OjZ4b92dtvv4ZNv3gaM2eOvnK3detWrFq1Kp5/jZTEoJGmTp48Gd4KtXv3bnR2dg67vaysLHzOYunSpZg+Pb27KaRy0ACSK2zseeNjdHT0T/h+DBtE6UWSJFgsFjz88MNYv379mNc99dRTePbZZ+HxeNgilBQzkS1U3d1u7Np9JPzvzc2NePjBGtx999grd/X19Th06BBXNi7Auepporu7G7t37w6Hi6am4UPWsrOzceutt4ZXLS655BK+4acQlUqFx555EACwdXM9rFYrACgSNq5YWD7sDThag98OMWwQpQdBECAIwrjn9ioqKsLXms3mBFVHNNymTZuwd+9efPTRR3jmmWcibqHKz7cgK8sAj2dg98fLL+1AWVnpiJABADqdDjabDXv37sXGjRuxZcuWuP49Ug2DRory+/3Yv39/OFi8//77kIYctNNqtbjuuuvC5yyuueaaUZe1KXUkS9jIz7fgovJinGx2Tfi+DBtE6cNkMsFkMo34YutCDocjfC2RUoqLi7Fp0yasWLECP/rRj/C1r30t4haqstICfNbohCRJOLB/Nx599JExP0fpdDpYrVY8++yzqKur4xe5QzBopAhZlnHkyJHwOYs333wT3gt6kc+bNy+8Hermm29Gdna2QtVSvCRL2Fhw2WycaemEKIYmfF+GDaL0oFarsWLFCtTV1eGhhx4a84yGzWbDypUr+eGLFHfXXXfhd7/7HV588UXce++9EbdQlZXm47NGJwIBP/x+H1fuJolBI4mdOXMmvGKxa9cuuFzDv0GePn16eMVi2bJlKCsrU6hSSqRkCBtGow7zLp2Jj46cmtT9GTaI0sO6devwwgsvwGq1jrp3vaamBk6nE7W1tQpWSXRetFuo8vJNUGlDCMg+6A0GrtxNEg+DJ5G+vj7s3bs3HC6OHTs27Haz2Yybb745HCwWLFjAb4iilOqHwUej9AFxSZLw2k47+t2+ST8GD4gTpb7BORqlpaWwWq2oqKiAw+GAzWaD0+lkNx5KOqN1oQpJIfiCHgiiB0LAA39IwKcft+HMqR78l20TWk470HTixJgrd1VVVVi6dCnPaFyAQUNBoijinXfeCQeLd955B6HQ+a0oarUa11xzTXjV4vrrrx930AyNLh2DBqB82Ght7cbb+4+Nf2EEDBtEqc9ut2Pjxo1oaGgIzxdYuXIlamtr2YWHktI3v/VN/P7F3+OyBfPxx9dfhKwOARj+kbij3YMP3j2DM6eb8dwPH8Lq1atRV1c36srd9u3b2XVqFAwaEzDVSZCyLOPYsWPhrVB79+5Ff//wNqFVVVXhcxa33HIL8vPzY1V+RkvXoAEoHzbefPso2tp6pvQYo4UNTl4lSj2Dr1uz2cwVd0oqkizBJ3oHVixED1paP8eXbvw6uju78b3/97eoffD+kfeRZOzddQJBUcJv/6sOb+5+FSUlJbjvvvu4chclBo0o2O12bNiwATt27JjwJMizZ8/i9ddfD4eLlpaWYbcXFBRg2bJl4X/Ky8vj+DfJXOkcNABlw0Zfv4DXdtox1beSwbAxldcbERERMPB70RccDBZu+EQv5AtWLF7+n1dRu/b70Gq1ePHVbbhs4bwRj/OxvRXNTe148uFadHd1ovyii9HqPA2/38eVuygwaIxjcO9pWVl0kyA9Hg/efPPNcLA4cmT4vAGDwYAbb7wxfM7iiiuu4Le1CZDuQQNQNmx8aD+JxhNnp/w4zY738cgj/xD1642IiAgY+B3oDwoQRA+84WAhjXu/B779j3jlTztx6WUX4/evbYdeP/wMhutsP370+Ea89N+/RWHhdGzY2ACtTofCAjNuu/UKrtyNg0EjArvdjsWLF2P16siTIH/zm9/g1KlT2LlzJ/bv3w9RFMPXqVQqXHnlleFzFkuWLGFHAgVkQtAAlAsbgUAQr7z2Ifx+cfyLx8DJq0REFC1ZluEP+SAE3BBED3xBLyR54i3XO9s78aUbvzHmFqqWz1tx+3V/jUDAj3X/8CRuWLIMADBjRh5uXDJyBYSGY9CIoLq6Gnv27EFjY+OYXQbKy8vhdDqH/fmcOXPC5yxuu+02FBYWJqpkGkOmBA1AubDR5DiLDw6fnPT9n9/0NBxNH+MEu3oQEdEoAkEfvKI7fM5iMsFiNJG2UP3jdx/G/774Ei69dBF++NTz4RWM4qJc3HzT/Jg8fzrjnp0xSJKEHTt2oKamJuIkyPvuuw9qtRpf//rX8fzzz6OxsREnT57E5s2bcddddzFkUMINztlYs3Y1AMBqtaKuri7uz3tReTFycyc3pGhw8qrVah138mpDQ8OUz4MQEVHyC4T86BW6cLbvNE52HsXpnkZ0eFrhCfTFLGQAwJe/dge++JXlCAaDeOjv1yMQGFidP3zIjv998SWoVCrcW107bJuUJI+/LYs4sG9Mg9Mdo5kEKUkSXnjhBU6CpKShxFA/tVqNKxaV4403P53wfTl5lYiIxFAgfHjbG/AgJE9+O+5EPfHPj+Cd/Ydw7JPP8G8//3c88P3v4pnHngMArFmzBlVz50GSzn/JFQoyaESDQWMMg9MdOQmSUpUSYaO4KBdlZdPQ0tI1ofvp9QYYDEa+3oiIMkgwJA7bCqXkFueCogI88eNHULv2+/jVhjpotTrY3z8Ci8WCZ599Fk2OXrSe7Q5fL3FlPSrcOjUGtVqNFStWoK6ubtjh7qFEUYTNZsPKlSvZdYCSkhLbqBYumAONZmJvLWq1GtffcBtsNhtfb0REaSooBdHv74HL3YJTXZ+hufsYXO4z6Pd3J8U5yqFbqH75k18BAB555BGUlJSgtHT4XDMpxBWNaDBoRLBu3Tq0tLTAarWO+PAzOAnS6XSitrZWoQqJxpfosGGxGDG3qmTC9/vynSvQ0uLk642IKE2EpCDc/l60u5043d2I5q6jaOv/HH2+LoiSX+nyRvXEPz8Co8mIYDCIvLw8/MM//AMAoKx02rAvuUISVzSiwa1TESxatAhbt27FmjVrsHfvXlit1lEnQbLVJiW7RG+juvSSMjSfaofPF/03VOXlc3H/A49h0y+exp49e7B27Vq+3oiIUkhICsEneuA9d84iEPIpXdKE+Xx+hIJBAEBfXx+OHj2KK6+8EgaDDkWFOXC19wLgika02N42Cna7HU/++Md46X/+B34fJ0GmokxqbxtJIlvfNp9qx3uHTkz8fs2NePml3+LA/tfh9/tgNBqxatUqvt6IiJKMJIcgiOenb/uDPgCp/bFy3dp/wkv/8woKCwvR0dGBhQsX4r333oNer0fjiVZ8aG8GAOh0Gnztr7+gbLEpgEEjSm+fcOBsbx8Cfh8umzULi2aVKV0STQCDxnmJChuyLGP33o/R1eWe1P0lSUIg4IfZbMZXv3INtFpNjCskIqKJkGQJPtELQRwckicg1YPFUIcOfoBVX7kXKpUKu3btwooVK9DR0YHHH38cP/zhD+H1+vHSXz4AAGg0anzja9cqXHHy4xmNKAQlCZ1uD9RqNYwmMzrcHqVLIpq0RJ3ZUKlUuGJR+aTvr1arYTSaIEkyOjr7Y1cYERFFRZZlCKIHXV4XWnodONn5KZx9J9EttMMX9CKdQoYkSeF2tlarFbfddhs2bdoEAPjRj36Ew4cPw2w2YNo0CwAgxK1TUWHQiEKn24PQkIWfXp8PvjE64xClgkSFjYJp2Zgzu2jKj+Ny9cagGiIiikSWZfhEL7q97WjpPQlH56do6XWgy9sGQfRATqNgcaH/3vEnfGz/FNnZ2XjqqacAAHfddRe++c1vIhgM4t5770UgEEBZ6bTwfSSJYWM8DBpRaO8fufXDNcqfEaWSRIWNBQtmQTvBdrcXamPQICKKOVmW4QsK6Pa2w9nbDEfXpzjT24RO71kIohsyMuODtNvtwU+f3ggAWL9+PaZPnx6+bdOmTSgsLMRHH32EZ555ZljQCIXSN3jFCoNGFEYLFaOFD6JUk4iwYTYZcOmlUzvT1NPjgd/PVUQioqmQZRn+oA89Qgda+07hZNdRnOk5gU7vWXjFfshyZgSLC/16gw3trg5UVlbi7//+74fdVlxcPGwL1YkTx5CbawbAFY1oMGiMwx8MokcQRvx5Wz/3jFN6SETYmFtVgqwsw5Qeg9uniIgmLhD0o1foxNm+0zjZdQyf9zSiw9MKT6APkhxSujzFfX7qDLb86r8AAD/96U9hMIz8XXXhFqriQgskSUJffz/DxjgYNMYx1sqFTwyiT0i9/tBEo4l32NBqNVh4+ZwpPQa3TxERjU8M+dHr68LZ/s9xsvMYTvd8hnaPE+5ALyQ5qHR5Seefn/gZAv4Ali5dir/+678e87qhW6j+7//9Ov7m/y5DcVEBLBYLqqurYbfbE1h16mDQGEeksxg8p0HpJN5hY2ZZAYoKcyZ9fwYNIqKRxFAAfb5utPWfQXPXMZzq/gzt7ha4/T0IydxyGsk7+w7h1T/vglqtxs9//vNhk78vVFxcjNWrV0OlUqG7uwuPPvoItm3bhocffhh79uzB4sWLsX379gRWnxo4GXwcrghbpFz9/agqLkxgNUTxFe8J4lcsKseu3UcwmfE9Xq8f/f0CsrNNMamFiCgVBSURQsADQfTAK7o5I2qSQqFQuJ3td77zHVx++eURr7fb7Xj++edxzz33oK6uDjqdLnzbQw89BKvVijVr1mD+/PkcLjsEVzQicPv88AbG/jagw+2BxHmHlGbiubKRl5eFi8qLJ31/VztXNYgos4SkINz+XrjcLTjV/Rmau46hzf05+vxdDBlT8Pv6/8HRj48hNzcXTz755LjXb9iwAWVlZSNCBgDodDrYbDaUlpZi48aN8So5JTFoRDDe1qigJKHL401QNUSJE8+wseCyWdDpJjflu62NQYOI0ltICsHj70O7uxWnuxtxsusozvafRp+vC2LIr3R5aaG/342fPfsLAMAPfvADFBVFnvckSRJ27NiBmpqaESFjkE6ng9VqRUNDw6RW7dMVt05FEGnb1NBrCi1ZCaiGKLHitY3KYNBh/rxZsH/UPOH7utp7IUkS1Gp+R0JE6UGSQxBELwTRA0F0wx/0IZ0mbiej53/27+hs78LFF1+M+++/f9zrBUGAIAiorKyMeF1FRUX4WrPZHKtyUxqDxhgkWUa72zPude39bqAkAQURKSBeYaOqcjocJ9vQ3z+ydXQkohhCd48HBdOyp/T8RERKkWQJPtELQXRDED3wBQUwWCTOKcdp/OevXwAA/OxnP4Nerx/3PiaTCSaTCU1NTRGvczgc4WtpAL8WHEOPV4AYGr+/dJfHG9V1RKkqHtuo1Go1rlg4uXa33D5FRKlEkiUIogdd3jac6XHA0fkpnH0n0S20wxf0giEjsX78xE8hikHccccd+PKXvxzVfdRqNVasWIG6ujqI4uhnd0VRhM1mw8qVKyN2r8o0DBpjiGbbFDDw9sAp4ZTu4hE2ZszIR8mM/Anfj4P7iCiZybJ8Lli40NJ7Eic7j6Kl14Eurwu+oAcMFsrZ/+ZB7PrLHmg0GvzsZz+bUCC477770dLSAqvVOiJsiKKImpoaOJ1O1NbWxrrslMatU2OYyIyM9n43SvNy41gNkfLisY1q4cI5aHP1QJKi/8Xb2dUPUQxN+kA5EVEsybIMf8gHITCwFUoIeiDLnBadbILBIH60/l8AAN/97ncxf/78qO/b0+NBe6cKf/e9x/D8L5/G3r17YbVaUVFRAYfDAZvNBqfTia1bt7K17QVUMo/GjxAMhfDnI59G3bo222DA8vmXxLkqmormruNsAxgjsizj6Uf/GVs31wMAbDbblMKG/aNT+KzROaH7/NUNl6KkZOKrIUREUyXLMgIhPwTRDa/ogU/0QJK5hTrZ1f/Hb/GD7z+N/Px8NDY2oqCgIKr7tTi78O67jQiGJOTmmlFUIOEXv/gFGhoaIAgCTCYTVq5cidraWoaMUXBFYxQTnY/R7/fDGwjAHMWBIqJUF+uVjfnzynDqdDv8/ugn2La5ehk0iChhAkF/+PC2V/RAkoNKl0QT0Nfbhw0/3gQA+OEPfxh1yDj+mRMfHTkV/verr6pAwbRsbNmyBTabLdxdimcyxsagMYqJbJsaep/ygmlxqIYo+cQybOh0WiyYPwvvH3ZEfR8O7iOieBJDfnjFgenbQsCDkBz9FyGUfH75k1+ju7Mb8+bNw3333Tfu9ZIk4f3DJ9Hc7Ar/WWXF9GEdD9VqNbKyON5gPAwao5jM4e52Bg3KMLEMGxddVIymk23o6Rm/pTQA9PZ6IQgBmExcRSSiqRNDgXNzLAZmWQQlBot04ThxEv9l2w4A+PnPfz7mwL1Bfr+IAwc/Q3tHX/jPjEY9Ll8wO651pisGjQv4RBG9Pt+E7+fqd0OWZS6fUUaJVdhQqVS4YmE59r75SdT3cbX3Ys7syNNciYhGE5RECAHPua1Qbp7hS2M//sFPEQwGceedd+KOO+6IeG1fv4B9+4/B7R7+OfCKReXQ6fiReTL4/9oFJrNtCgD8wSB6BR/yzBzSQpklVmGjqCgHM2cW4MyZzqiud7kYNIgoOiEpGA4VguiBGPIrXRIlwFt79mPPa29Cq9Xipz/9acRr21y9OHDwOERx+MH+GTPyMGtmdGc6aCQGjQtMZSZGu9vNoEEZKVZhY+GC2Wht7UYoNH5ryLMc3EdEYxgIFuenbwdCE9+pQKltaDvb733ve7jkkrG7gzocbfjgw5O4sBGrVqPGVVdcFNc60x2DxgXaohzUNxpXXz/mFvMbVspMsQgbWVlGXHJxKT49embca32+AHr7vMjNMU+uYCJKG5IcOn/GIuCBPyQoXRIpbPt//A4njjehoKAAjz/++KjXyLIM+0en0HiiddTb58+fhawsYzzLTHsMGkP0CT74xMm3rOv0eBGSJGjUHLhOmSkWYeOSi0txstkFQRh/z7TL1cugQZSBJFmC71yrWUH0wB8UwInbNKinuxf/+tzzAICnnnoK+fkj26GLYhDvvHsCrWe7R32M3Fwz5lbNiGudmYBBY4jJns8YFJQkdHm8KMq2xKgiotQz1bCh1WqwcMEcvPNe47jXtrX1Ym5VyeSLJaKUIMkS/EEB3nPTt31BLxgsaCz/+ty/oae7FwsWLMDatWtH3O7x+LDvwHH09nrDfyZJEgIBP/R6A9RqNa66sgJqfnE8ZQwaQ7imsG1q6GMwaFCmm2rYmD27ECccZ9HZGfk12d7eC0mS+MuAKM3Isgxf0BtuN+sTvZAZLCgKjcebUP+bHQCADRs2QKsd/lG3o7MfBw4ch+/ckNjm5ka8/NIOHNi/G36/DwaDEbffficurlqPwgJO+p4qBo1zJFlGhzu6Hv6RuPrduCwG9RCluqmGjSsWleP13UciXhMMSejqcqOwMGdqxRKRomRZhj8oDJll4YGM8ZtCEF3ox4//BKFQCF/96lexdOnSYbedPt2BQx80hRuOvP32a9j0i6dRVlaKRx99BJWVlWhqakJdXR0WL16MrVu3YtWqVUr8NdIGg8Y5XR4vgtLU39S6vQICwSD0Wv5fSzSVsDEt34LyOUVoPtUe8bo2Vy+DBlGKkWUZgZDvXMtZD3yiB5IcGv+ORBHs3fkW3ty9DzqdDv/yL/8S/nNZlvHp0TPDGo00Nzdi0y+ext13r4bNZhs2yO+hhx6C1WrFmjVrMH/+fCxaxJWNyeJ+g3NisW3q/GNN7awHUToZDBtr1q4GAFitVtTV1UV13wWXzYZWq4l4TZuLbW6JUkEg6EOP0InWvlM42XUMn/ecQIenFd5AH0MGTZkoinj28YFwUVtbi7lz5wIAgsEQDr7bOKKb4csv7UBZWemIkAEAOp0ONpsNpaWl2LhxY2L+AmmKQeOcqczPiOdjEaWDyYYNk0mPeZeWRbymq8sNcQrd4ogoPgIhP3qFLpztO42TnUdxuqcRHR4nPIE+SDJfsxRbL9Q1wHGiGUVFRXjssccAAIIQwBtvfTpiEKwkSTiwfzesVuuIkDFIp9PBarWioaFhxHwNih739wAQQyF0ebzjXxglBg2ikSa7jWpuVQlONrvgdo8+cEuWZbja+1BWOi22BRPRhIihQPjwtlf0ICSJSpdEGaKrsxu//MmvAADPPPMMcnNz0dPjwdv7j43aKj0Q8MPv96GysjLi41ZUVEAQBAiCALOZrdQng0EDA8EgllnVHQjA7ffDYjDE8FGJUt9kwoZGo8bCy+dg/4HjY17jcvUyaBAlWFASIQQ88J6bvh2Uxp99QxRLkiTBJ/iw4ce/RF9vPxYtWoRvf/vbcDq78M67jQiGRp69NRp0qKyYDpPJhKampoiP73A4YDKZYDKZ4vVXSHsMGojPCkR7v5tBg2gUkwkbZaXTUFyUC1f76OcxeE6DaDhJkiAIAkwmU8zaPwel4LkheW4IAQ9EyR+TxyWaqKMfH8d//PoFvPzHV+ETfOH/xr/3ve/hRFMbPjpyatj1Go0apSX5KJ9ThOLiXKjVaqxYsQJ1dXV46KGHRt0+JYoibDYbVq5cCZVKlZC/VzriGQ3E5/A2D4QTjW0yZzauWFQ+5pt9f78Ar5cfeojsdjuqq6thsVjC/1RXV8Nut0/4sUJSEG5/H9rdTpzubkRz11Gc7T+NPl8XQwYp5k9/eBnfWL4K7x84jEcefgTbtm3DE088gZkzZ+K73/0unv+3zeFri4tysfjqSnzlzqtx3bUXY8aM/HAoWbduHVpaWmC1WiGKw7f5iaKImpoaOJ1O1NbWJvTvl25UcoafcPEGAnjlk2Mxf1y9RoM7L5/PFJwkmruOc1k/CcmyjKcf/Wds3VwPALDZbBFXNj447ECTo23U2xZfXYmLyovjUidRKti+fTvWrFmDsrIy1NTUDJsJ0NLSMu5MgJAUgi94bo5FwAN/SEhg9UTjO/rxcXxj+SqsXj2yJa0oirBardhWX4/f/e4l3HH7zTCbI+8sGXzNlJaWwmq1oqKiAg6HAzabDU6nk3M0YiDjg0ZzZxc+OH1m/Asn4daLq5CfxcNDyYBBI3lNJGz4/SJeee1DBAIjO9bMnlWIa78wN661EiUru92OxYsXR/wAVl9fj0OHDoVnAkiydG4r1EC48AcFgNO3KYk9+MB6vH/gMBobT4y53amqqgpLly7Fli1bonpMu92OjRs3oqGhIbzdcOXKlaitreX8jBjI+KDxXvNpfN7dE5fHvqx0Bi6Zzm9YkwGDRnKbSNhoPNGKD+3NI/7cYNDhK3dezVVEykjV1dXYs2cPGhsbI34Au/nWm/DzTT+BIHrgC3rBYEGpQpIkLCq/Do88/AjWr18/5nVPPfUUnn32WXg8ngn9Phg812Q2m/l7JIYy+oyGLMtxPUvh6uM5DaJoTOTMRmXFdGRnj+wA4veL6O2NXZtqolQhSRJ27NiBmpqacWcC/O63L6LL2wZf0AOGDEolPsEHnzCxlrQToVarkZWVxZARYxkdNHoFH/zB+A0N6vR4EJRGtlYjopGiDRtqtRpXLCof9THYfYoy0eCHqmg+gA1+WCNKNUaTEUaTkS1pU0xGB412d3xXHCRZRqfbE9fnIEon0YaNGdPzUFqSP+LPGTQoEw1+qIrmA9jghzWiVKNWq3HnV+9AXV3diC5Rg9iSNvlkdNBw9fXH/zn64/8cROkk2rCx8PI5UKuH/yLp7OhDaJQBTUTpbOhMgMgfwDbjzq99kR/AKCWpVVp8/x8fYkvaFJOxQSMkSej0xH8/dzyGARKlu2jCRna2CVWVJcP+LBiS0NnFcE+ZJ7qZAK34m+/crVCFRJOn0xgwK68C1y6+Dlu3bkV9fT2qqqrw1FNPYdu2bXjqqadQVVWF7du3Y+vWrewWlUQytutUe78bb51wJOS5vrxgHoxjHNCjxGDXqdQ0XjcqUQzilVc/hM9//oPVpZeU4fIFsxNeK5HSxp4JsBlOZyue2/Q0vvKNLytdJtGEmHRZmJE9Gxq1NvxnbEmbOjI2aHzibMXxtvaEPNc1c2Zh1rSR+8kpcRg0Utd4YcNxsg3vf3D+S4Np+RYsve3yhNdJlAwu/ABmNBlx59e+iL/5zt2Yt+ASpcsjmpBsQz6KLWVjbvdjS9rkl7FBY8/xRnR7EzP1dM60fFw9Z1ZCnotGx6CR2iKFDVmW8fruI+juOd944atfuQZ6vXbUxyLKBC09J9HZ64LJbOIHMEpJBeYZyDcXKV0GTVFGntEIBIMJCxlA/LtbEaW7SGc2VCrViHa37D5FmU5CCOYsfstLqUcFFaZnz2LISBMZGTTiOaRvNN6AiH4f+5YTTUWksFFYmINZMwvC17oYNCjDBUPxmxFFFC9qlRaluRch25CndCkUIxkZNJToBJXocEOUjiKFjYWXz4FGM/CW5mpn0KDMJcsyQjKDBqWWwc5SJl2W0qVQDDFopPFzEqWjscKG2WzAJReXAgDcbh/cbq4iUmYKSUEAGXn8klKUSZeFmbkV0GkMSpdCMZZxpyXdfj/cgcQfCm53eyDJMtTcL0s0ZYNhAwC2bq6H1WoFAPzN39yLk80uCEIALlcvLBZOQKbME5RGH9pHlIzG6yxFqS3jVjSUWlkQQyF0J2BAIFGmGG1l4z//8z+w6PI5AIA2bp+iDMWgQamiwDwD07NnMmSksYwJGpIkwePx4Gxvn2I1sPsUUWyNFjZee+2PKCzMhsvVi1AoBI/HA0mSFK6UKHEYNCjZqaDCjOzZ7CyVAdI+aNjtdlRXV8NiscBiseDWBfPxyx+sR/NnxxNeS1sfgwZRrI0WNl55eRs2/PwJZGdnh1/71dXVsNvtCldLFH9BiQfBKXkNdpayGHKVLoUSIK0H9m3fvh1r1qxBWVkZampqUFlZiaamJthsNrQ4nXjgyadx4xe/lLB61CoV/s/l86HVaBL2nDSAA/vS39ChfiqVCjNnzsTatWvDr/u6ujq0tLRg69atWLVqldLlEsVNW//n6Pf3KF0G0Qg6jQGlOXN46DuDpG3QsNvtWLx4MVavXg2bzQadThe+TRRFWK1WbKuvx3Mv1KP84ksSVtcNFeWYkZuTsOejAQwameHTI8fw9WUrcffdd6Ourm7U1319fT0OHTqERYsWKVgpUfy09DogiB6lyyAaxqTLwozsOdCo+WVrJknboFFdXY09e/agsbFx2IeNQaIoorKyEnOvvAr3P/FkwuqqLCrEopmlCXs+GsCgkRkefGA93j9wGI2NJ8Z83VdVVWHp0qXYsmWLAhUSxd+prs8gSn6lyyAKY2epzJWWZzQkScKOHTtQU1Mz6ocNANDpdFi7di32vfYqEpm1OE+DKD4kScLLf3wVNTXWiK97q9WKhoaGhL7uiRKJh8EpmbCzVGZLy6AhCAIEQUBlZWXE6yoqKuD3+RDwJW6wV5/PB5/IXwJEseYTfPAJvqhe94PvEUTpJiSFIINd1kh57CxFQJoGDZPJBJPJhKampojXORwOGIxG6I2JHerF7lNEsWc0GWE0GaN63Q++RxClmxBXMygJqFValOVWsLMUpWfQUKvVWLFiBerq6iCOsXogiiI2b96MJbffkfDlvPb+/oQ+H1EmUKvV+PJX70BdnS3i695ms2HlypVcxqe0xG1TpDSdxoBZeZUw6sxKl0JJIC2DBgCsW7cOLS0tsFqtIz50iKKImpoaOFtbcefquxNem4uD+4ji4t6/vQctLc7Ir3unE7W1tQpVSBRfnKFBSjLpLJiZWwmdRq90KZQk0rbrFHB+jkZpaSmsVisqKirgcDiwefNmOFtbEz5HY6ill85FLrduJAy7TmWOP/3hZfzT/Y+htLQEVuva8OveZrPB6XRyjgaltS6vC13eNqXLoAyUY5iGIkspV4tpmLQOGsDAPI2NGzeioaEBgiDAaDTihtvvwJ2r707o/IwLLSwrQVUxD0glCoNGZjn68XFs3VyPl/77FQiCAJPJhJUrV6K2tpbzMyitudwt6PN1KV0GZZgC8wwe+qZRpX3QGCRJEgRBQJtXwIdnnEqXgxk52bih8iKly8gYDBqZx6LPRbFlJgRBgNls5rdslBGcvc3wijwHSImhggrTs2fx0DeNSat0AYmiVquRlZWF6VodAOWDRofbA0mWoeaHH6K4MOks4dc9UabgYXBKFI1Ki5KcOTz0TRGl7WHwsWQZ9LDolT+kFJQkdHk8SpdBlLbMegYMyjw8DE6JoNMYMJOdpSgKGRc0AKAo26J0CQAAF6eEE8WFVq2HTmNQugyihJJkCZLMoEHxxc5SNBEMGgpycXAfUVyY9cnxGidKpBBXMyjOcgzTUJpTDo1ao3QplCIy5ozGUMVJEjS6vV6IoRB0Gr5giWLJrEuO1zhRIvF8BsUTO0vRZGTkioZeq0W+WfkZFjKAdm6fIoo5k47nMyjzMGhQPKigwozs2QwZNCkZGTSA5FnV4DkNotgyaE3QqDNysZYyXDDEoEGxpVFpUZZbwfa1NGkZHDSylS4BAIMGUayZuG2KMlSIB8EphvQaIztL0ZRlbNCYlmWGVq38X9/t98Mb4CA5oljh+QzKVFzRoFgx6Swoy61gZymaMuU/aStEo1ajICs5Ujq7TxHFhgpqfvtGGYszNCgW2FmKYiljgwYAFOdw+xRROjHqzFCrMvptjTIYD4PTVBWYZ6A4uwwqlUrpUihNZPSJySJLcmyxaHe7IcsyX9hEU8RtU5TJGDRoslRQYXr2LB76ppjL6K/+ck1GGLXKZy1/MIhewad0GUQpj4P6KFMNDOuTlS6DUhA7S1E8ZXTQUKlUyTMlnNuniKZErdJCrzEqXQaRIriaQZPBzlIUbxkdNAAkTdBo7+9XugSilGbWW7j9kDIWgwZNFDtLUSIov29IYckyuK/D7UFIkqBJgpa7RKmI5zMokwVD7DhF0csxTEORpZRfzlDcZfynWrNej2yDQekyEJJldHo8SpdBlLJMuiylSyBSDFc0KFrsLEWJlPFBA0ieVY12ntMgmhSdxsDlf8poDBo0HhVUmJE9G/nmIqVLoQzCoIHkOafRxsF9RJPCbVOU6Rg0KBJ2liKlZPwZDWAgaKigfGPAHkGAPxiEIQla7hKlEhODBmW4EKeC0xj0GiNKcuZw1ZcUwRUNADqNBtOykqO1G7dPEU2UiuczKONxRYNGw85SpDQGjXOSZfsU52kQTYxRa4JGrVG6DCLFSLIESQ4pXQYlmRzjNJTmlPP9kRTFoHFOcXa20iUA4IoG0URx2xRlOq5m0IUKzDNQbGFnKVIeg8Y507LM0CbBDAtPIAC33690GUQpw6xn0KDMFgwxaNAAFdTsLEVJRflP1klCrVKh0JIc+7xd7D5FFBWVSg2jNjnOVxEphSsaBAx2lrqInaUoqTBoDJE026fcDBpE0TBps7g1gDIeO06RXmPEzLxKGHX84oWSC/uoDpFMg/tkWeYHKKJxcNsUEVc0Mp1JZ8GM7Nk89E1JiSsaQ+SYjDDqlM9egVAI3V5B6TKIkh4H9RExaGQydpaiZMegcYHpybJ9it2niCLSqHTQa41Kl0GkuCC3TmUkdpaiVMCgcQHO0yBKDdw2RTSAKxqZhZ2lKJUov08oySTLOY1OjwdBSUqKlrtEyYjTwIkAWZZ5GDyDaFRalOTM4aFvShn8FHsBo06HXKPy2zEkWUaH26N0GURJiysaREBIDgKQlS6DEoCdpSgVMWiMIlm2T7X39ytdAlFS0muM0Kp1SpdBpDgO68sMJp0FZbkV0Gn0SpdCNCEMGqNIlu1THNxHNDoTu00RAeBB8EzAzlKUyhg0RlFoyYI6Cbo49Pp88In8toroQmY9z2cQATwInu7YWYpSHYPGKLQaDaZlJcceSLa5JbqQigfBic5h0EhPA52l5rCzFKU8Bo0xJM32KQYNomGMWjPUKm4hIAKAEING2tGodCjLvQgWQ47SpRBNGYPGGIqTZHAfgwbRcOw2RXQeVzTSy0BnqQp2lqK0waAxhjyzCTqN8t+aCqKIfp9P6TKIkoaZB8GJwoIhHgZPF+wsRemIQWMMapUKRZbk2Afexu5TRAAAtUoDg9akdBlEipMkCR6PB4GgX+lSKAbYWYrSFYNGBMmyfardzaBBBAxMA2f3Fcpkdrsd1dXVsFgssFgsWFj+BTz4wHoc/fi40qXRJLGzFKUzBo0IkuVAeHu/G5LMya9E3DZFmWz79u1YvHgx9uzZg4cffhjbtm3DIw8/gvcPHMY3lq/Cn/7wstIl0gSwsxRlApUs8xNsJK98chTegPKH7W6eW4mCJNnKlYqau44jKAWULoOmaHb+xdBrDEqXQZRwdrsdixcvxurVq2Gz2aDT6cK3iaIIq9WK+vp6/GHndsxbcImClVI0NCodSnJm89A3pT2uaIwjWbZPsfsUZTqtWseQQRlrw4YNKCsrGxEyAECn08Fms6G0tAT/+e/bFKqQosXOUpRJGDTGkSzbpxg0KNOZdckR+okSTZIk7NixAzU1NSNCxiCdTgerdS1e+p9XwI0KyYudpSjTMGiMoyhJgkaXxwMxFFK6DCLFmPTcOkiZSRAECIKAysrKiNdVVFTAJ/jgE9gSPRmxsxRlIgaNcRi0WuSZlG+nKQPocHuULoNIMTwITpnKZDLBZDKhqakp4nUOhwNGkxFGkzFBlVG02FmKMhWDRhS4fYpIWXqNERq1VukyiBShVquxYsUK1NXVQRRHb04iiiJsts2482tf5IfZJMLOUpTpGDSikCzbp1x9/UqXQKQIs57nMyizrVu3Di0tLbBarSPChiiKqKmpgdPZir/5zt0KVUgX0qh0KMu9CBZDjtKlECmGXxFGocCSBY1KhZDCB+z6/X4IAREm/eiHAYnSlVnH8xmU2RYtWoStW7dizZo12Lt3L6xWKyoqKuBwOGCzbYbT2YrnNj3N1rZJQq8xoiRnDg99U8bjHI0ovX3CkRRbl66ePQtzCvKVLiPlcI5G6lJBhYsK5kOt4gIskd1ux8aNG9HQ0ABBEGAymXDn1+7Amu/czZCRJMy6bEzPnsVD30Rg0Ija8TYXjpxxIuD3QW8wQq1W5kPPrPw8XFM+W5HnTmUMGqlHkiT4BB/ycwoxKz9ytx2iTCNJEgRBgNlshrOvGYKo/BdhNNBZqiirlOdkiM7h1qko2O12PPeTn+D3L74Iv88Hg9GIG5bfjv9z9z0ovzix3yC1J8GqClE8Hf34OP7j1y/g5T++Cp/gg8lkwooVK7Bu3TosWrRI6fKIkoJarUZW1sCWQrPOwqCRBAqzSpBnKlS6DKKkwhWNcWzfvh1r1qxBWVkZampqUFlZiaamJthsNrQ4nXjgyadx4xe/lNCall46F7lJ0HI3lXBFIzX86Q8v45/ufwxlZaWoqbGGX291dXVoaWnB1q1bsWrVKqXLJEoq/qAPn/c0Kl1GxlJBjenZs3jom2gUDBoR2O12LF68GKtXr4bNZhs2kVUURVitVmyrr8dzL9QndGXj8rISzC1mq7yJYNBIfkc/Po5vLF8V8fVWX1+PQ4cOcWWD6AInO48hJI/e+pbiR6PSoSR3DoxafvlHNBoGjQiqq6uxZ88eNDY2DvvQM0gURVRWVmLulVfh/ieeTFhd03OysaTyooQ9Xzpg0Eh+Dz6wHu8fOIzGxhNjvt6qqqqwdOlSbNmyRYEKiZJXW/8Z9Pu7lS4jo7CzFNH42MZlDJIkYceOHaipqRn1Qw8A6HQ6rF27FvteexWJzGudbg9CkpSw5yOKN0mS8PIfX0VNjTXi681qtaKhoSGhrzeiVGDWJ8e8p0xh1mWjLLeCIYNoHAwaYxAEAYIgoLIycrebiooK+H0+BHy+BFUGBCUJ3V5vwp6PKN58gg8+wRfV623wtUlE55l1DBqJkmOchpKcOWxfSxQFBo0xmEwmmEwmNDU1RbzO4XDAYDRCbzQmqLIBbX3sMELpw2gywmgyRvV6G3xtEtF5GrUWBp4TiLvCrBIUW8rYvpYoSgwaY1Cr1VixYgXq6uogiqMfsBNFEZs3b8aS2+9I+JsO29xSOlGr1fjyV+9AXZ0t4uvNZrNh5cqV/CVPNAqzLlvpEtKWCmrMyJ7D9rVEE8SgEcG6devQ0tICq9U64sOPKIqoqamBs7UVd66+O+G1dXu9CASDCX9eoni592/vQUuLM/LrzelEbW2tQhUSJTee04gPjUqHsrwKtq8lmgR2nRrH4ByN0tJSWK1WVFRUwOFwwGazwel04he//jVKrroGIQX+b7z2ojkoy8tN+POmInadSn7TzMV49Y+7I77eOEeDaGyyLONk11FIckjpUtIGO0sRTQ2DRhTsdjs2btyIhoYGCIIAk8mElStXora2FosWLYKrvx8HmpoTHjYqCgtwxayyhD5nqmLQSG7TzMWYZp4OYPzXGxGNrbXvFDyBPqXLSAtmXTZm5MyCWsVD30STxaAxAZIkQRAEmM3mEXvElQgbFr0et192acKeL5UxaCSvoSFjqEivNyIaXa/QhXZPi9JlpLwc4zQUZZXyvYdoinhGYwLUajWysrJGfeMpzs7G9ZXl0CTwTckdCMDj54dnSl1jhQwg8uuNiEbHcxpTx85SRLHDoBFDSoQNdp+iVBUpZBDR5Og0eujUBqXLSEkqqFHCzlJEMcWgEWOJDhtt/f0JeR6iWGLIIIofrmpM3GBnqSx2liKKKQaNOEhk2Ohwe8BjNpRKGDKI4otBY2L0GiNm5lXAyIGHRDHHoBEniQob/mAQvYIvrs9BFCsMGUTxZ9JZAPB8QTTMumzMzKtg+1qiOGHQiKNEhQ1un6JUwJBBlBhqlRomnVnpMpJerrEAJTlz2L6WKI4YNOIsEWGDB8Ip2TFkECWWWZetdAlJrTCrBEUWtq8lijcGjQSId9jodHsQlKS4PDbRVDFkECUez2mMjp2liBKLQSNB4hk2QrKMLo8n5o9LNFUMGUTK0GuM0Ki0SpeRVNhZiijxGDQSKJ5hw9XH7VOUXBgyiJSjUqm4qjEEO0sRKYNBI8HiFTZcPKdBSYQhg0h5PKcxgJ2liJTDoKGAeISNHkGAPxiM2eMRTRZDBlFyMHFFg52liBTGoKGQeIQNdp8ipTFkECUPrVoLgyZztwqxsxSR8hg0FBTrsMHtU6Qkhgyi5JOJqxrsLEWUPBg0FBbLsOHi4D5SCEMGUXLK0mfWOQ12liJKLgwaSSBWYcMbEOH2+WNUFVF0GDKIkpdRa4ZKlRm/6vUaI2blVbKzFFESyYx3nxQQq7DB7VOUSAwZRMlNpVLBpEv/7VODnaW0Gp3SpRDREAwaSSQWYYPbpyhRGDKIUkNWmgcNdpYiSl4MGklmqmGj3e2BLMsxropoOIYMotSRvoP7VOwsRZTkGDSS0FTChhgKodsrxKEqogEMGUSpRacxQKtOr2F1A52lZrOzFFGSY9BIUlMJG9w+RfHCkEGUmtJpVYOdpYhSB4NGEpts2OCBcIoHhgyi1GXWpUebW3aWIkotDBpJbjJho8vjRTAUimNVlGkYMohSm0mXBSC1zzGwsxRR6mHQSAETDRuSLKPD441zVZQpGDKIUp9GrYFRa1a6jEljZymi1MSgkSImGjZcfTynQVPHkEGUPlLznAY7SxGlMgaNFDKRsNHOcxo0RQwZROnFrE+tcxoqqFGSw85SRKmMQSPFRBs2en0++EQxQVVRumHIIEo/Bo0RapVW6TKiEu4spWdnKaJUxqCRgqING+w+RZPBkEGUnlQqVUpsn2JnKaL0waCRoqIJG9w+RRPFkEGU3sy65A4a7CxFlF4YNFLYeGGjjYP7aAIYMojSXzKvaLCzFFH6YdBIcZHChk8Mot/nU6AqSjUMGUSZQavWQa8xKl3GBdhZiihdMWikgUhho62P26coMoYMosySTN2n2FmKKL0xaKSJscKGi9unKAKGDKLMkyznNDQqHWaysxRRWmPQSCOjhY0OtwfBUAgejweSJClYHSlFkiR4Pd4RP3+GDKLMZNSZoVL41/9gZykDO0sRpTUGjTQzNGw0f3YcG9Y/ipzsbFgsFlgsFlRXV8NutytdJiXA0Y+P48EH1mNR+XXhfx58YD2OfnycIYMog6lVaph0WYo9PztLEWUOlSzLstJFUOz9assWfO9v/xZlpaWwWq2orKxEU1MT6urq0NLSgq1bt2LVqlVKl5kwzV3HEZQCSpeRMH/6w8v4p/sfQ1lZKWpqhv78bWhpcWbcz5+IhusROtDhaU348+YaC1CYVcJD30QZgkEjDdntdixevBirV6+GzWaDTnf+WyNRFGG1WlFfX49Dhw5h0aJFClaaOJkUNI5+fBzfWL6KP38iGlMg6Mfpns8S+IwDnaXyTAUJfE4iUhqDRhqqrq7Gnj170NjYOOxD5iBRFFFVVYWlS5diy5YtClSYeJkUNB58YD3eP3AYjY0n+PMnojE1dx1DUBLj/jwqqDEjZxYPfRNlIJ7RSDOSJGHHjh2oqakZ9UMmAOh0OlitVjQ0NIA5M71IkoSX//gqamqs/PkTUUSJaHOrUbOzFFEmY9BIM4IgQBAEVFZWRryuoqIifC2lD5/gg0/w8edPROOKd5tbg8aEWbnsLEWUybRKF0CxZTKZYDKZ0NTUFPE6h8MRvpbSg0alQ1HeDP78iSgqJp0FgApA7Fc2zfoczMieCbVKE/PHJqLUwRWNNKNWq7FixQrU1dVBFEffeyuKImw2G1auXMnOHylMBTXMumwUZpVgVt5cXFRwKUpy5/DnT0RR0ag1MGrNMX/cXGMBSrJnM2QQEYNGOlq3bh1aWlpgtVpHfNgURRE1NTVwOp2ora1VqEKaHBUMWjPyTcUoy61ARcF8lOaWI89UCIPWGL6KP38iipZZH8vtUyoUZpWiyFLKLzGICAC7TqWt7du3Y82aNSg9N0ejoqICDocDNpsNTmfmzVFI1a5TOrUBJn0WzLpsmHRZ0Kij+4aQP38iioZP9OJMb+StltFQqdSYkc3OUkQ0HINGGrPb7di4cSMaGhogCAJMJhNWrlyJ2trajJufkCpBQ63SwqzLgklvgVlngU6jn/Rj8edPROORZRknu45CkkOTfgyNWofSnDk89E1EIzBoZABJkiAIAsxmc8YuZydr0FBBBaMuC2adBSa9BQaNMeY/I/78iSiSs32n4Q70Tuq+Bo0JJTlzoNWM3k6biDIbu05lALVajaysLKXLoHMMGlN4xcKoM0Otiu9RKf78iSgSsz57UkGDnaWIaDwMGkRxplXrYdZZYNZbzp2z4MuOiJLHZOZp5BoLUZg1g6ukRBQRP/EQxZhapYHp3HYos94CncagdElERGPSanTQa4wIhHxRXK1CYVYJ8kwFca+LiFIfgwbRlKlg0plh0g1shzJoTfyWj4hSillvQUCIHDTYWYqIJopBg9KeJEnwerzQGtRQq2NzHkKvMZ7bCjWwHSre5yyIiOLJrLOgy+OCT/DBaDKOeK9kZykimgx+OqK0ZbfbUV1dDYvFgstmX4VF5dfhwQfW4+jHxyf8WBq1DtmGfEy3zEL5tHmYnT8XhVklyNJnM2QQUUqz2+34u799AIvKrwv/M/S90qAxYVZeJUMGEU0Y29tSWhocWFdWVoaamhpUVlaiqakJdXU2tLQ48dymp/GVb3x5zPurVOrwViizzgK9lucsiCj9jPdeufHXP8V91d/jFypENCkMGpR27HY7Fi9ejNWrV8Nms0GnO9/fXRRFWK1W1NfX4w87t2PegkvO3aKCUWuGWZ8Fk84Co5YzJ4govUX7Xnno0CEO+SSiSWHQoLRTXV2NPXv2oLGxcdgvzkGiKKKqqhLX/tU12PTrX5ybZ5EFjZq94Ikoc0T3XlmFpUuXYsuWLQpUSESpjmuhlFYkScKOHTtQU1Mz6i9OANDpdLBa1+LP//2XgXMWhhyGDCLKKNG/V1rR0NAAfidJRJPBoEFpRRAECIKAysrKiNdVVFSEryUiyjR8rySiRGDQoLRiMplgMpnQ1NQU8TqHwxG+logo0/C9kogSgUGD0oparcaKFStQV1cHURRHvUYURdhsNqxcuZIHvokoI/G9kogSgUGD0s66devQ0tICq9U64heoKIqoqamB0+lEbW2tQhUSESmP75VEFG/sOkVpabA3fGlpKaxWKyoqKuBwOGCz2eB0OrF161asWrVK6TKJiBTF90oiiicGDUpbdrsdGzduRENDAwRBgMlkwsqVK1FbW8ue8ERE5/C9kojihUGD0p4kSRAEAWYzh/AREY2F75VEFGsMGkREREREFHM8DE5ERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDHHoEFERERERDH3/wPdnvKW8Oo4gQAAAABJRU5ErkJggg==", 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" ] @@ -503,7 +492,7 @@ "outputs": [ { "data": { - "image/png": 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\n", 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", 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" ] @@ -518,6 +507,202 @@ "plt.show()" ] }, + { + "cell_type": "markdown", + "id": "cb47ea02", + "metadata": {}, + "source": [ + "## DiHypergraphs\n", + "\n", + "We visualize dihypergraphs as directed bipartite graphs." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "ffb5c9c9", + "metadata": {}, + "outputs": [], + "source": [ + "diedges = [({0, 1}, {2}), ({1}, {4}), ({2, 3}, {4, 5})]\n", + "DH = xgi.DiHypergraph(diedges)" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "c5559888", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(,\n", + " (,\n", + " ))" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xgi.draw_bipartite(DH)" + ] + }, + { + "cell_type": "markdown", + "id": "48668f32", + "metadata": {}, + "source": [ + "## Drawing hypergraphs as bipartite graphs\n", + "\n", + "Not only can we draw dihypergraphs as bipartite graphs, but we can also draw undirected hypergraphs as bipartite graphs." + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "f5f528cc", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(,\n", + " (,\n", + " ,\n", + " ))" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xgi.draw_bipartite(H)" + ] + }, + { + "cell_type": "markdown", + "id": "eba50c0d", + "metadata": {}, + "source": [ + "Now, instead of a single dictionary specifying node positions, we must specify both node and edge marker positions. The `bipartite_spring_layout` method returns a tuple of dictionaries:" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "d1ab3314", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "({1: array([0.04220608, 0.26866056]),\n", + " 2: array([0.49436403, 0.17768246]),\n", + " 3: array([0.14714446, 0.03094405]),\n", + " 4: array([-0.12267079, 0.35109355]),\n", + " 5: array([0.01132151, 0.53141135]),\n", + " 6: array([ 0.05306611, -0.55582422]),\n", + " 7: array([-0.20957516, -0.80710168]),\n", + " 8: array([ 0.07044058, -0.98534635]),\n", + " 9: array([-0.10909147, -1. ]),\n", + " 10: array([-0.34864708, 0.56110341]),\n", + " 11: array([-0.2442516 , 0.68201836]),\n", + " 12: array([0.04980448, 0.62431623])},\n", + " {0: array([0.2778255 , 0.16929486]),\n", + " 1: array([0.06275829, 0.32248053]),\n", + " 2: array([ 0.11469353, -0.27099664]),\n", + " 3: array([-0.03209532, -0.8173815 ]),\n", + " 4: array([-0.13396712, 0.50866042]),\n", + " 5: array([-0.12332603, 0.20898462])})" + ] + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "pos = xgi.bipartite_spring_layout(H)\n", + "pos" + ] + }, + { + "cell_type": "markdown", + "id": "a2311cc8", + "metadata": {}, + "source": [ + "We can change the style of any of the plot elements just as we can for `draw`. In addition, we can use any of the layouts described above with the `edge_positions_from_barycenters` function, to place the edge markers directly between their constituent nodes." + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "46ea6ae8", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(,\n", + " (,\n", + " ,\n", + " ))" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "node_pos = xgi.circular_layout(H)\n", + "edge_pos = xgi.edge_positions_from_barycenters(H, node_pos)\n", + "xgi.draw_bipartite(\n", + " H,\n", + " node_shape=\"p\",\n", + " node_size=10,\n", + " edge_marker_size=15,\n", + " dyad_style=\"dashed\",\n", + " pos=(node_pos, edge_pos),\n", + ")" + ] + }, { "cell_type": "markdown", "id": "22c7ccc8", @@ -536,7 +721,7 @@ }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 19, "id": "71a63d99", "metadata": { "scrolled": true @@ -544,7 +729,7 @@ "outputs": [ { "data": { - "image/png": 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fp6e//+0Z9wwMDQ2po6NjNBx8PCycOnVKsVhs0roWLlw44epCaWmpMfutyGxTGbbm9l4cwkAaSiQSisTDCkWHzjf+xYJKJJy9Re6eT/2Omhtb9eKLL2rLli2O1mKCeNzWKX+fGhu71H9maPTPJ7ubIBkNnvF4XF1dXeOGhfb2dp09e3bS58nNzdWKFSsmXF0oKCiYVo1Asti2rcLCQj366OQrbk888YSCwWDSbqlOJ/QMpIloLHxhz/98ALAT6XWG/c233qjmxla98cYbhIFZFApF1dzSrebmboUj1mVfX716nR7++jf1zPcf18GDr2nnzurRBs+amhoFAoEZN3hmZ2errKxMZWVluv3228d8zLlz5y4JCh8PC36/X5Zlqbm5Wc3NzeO+VnFx8YSrCyUlJawuYFZdybC1kce6McQSBhxixSPnL/4XPv3HE5Mvyzrp5ltv0v99/p/1xhtvOF2KK128FWDbEy/W3XHH3Vq+fI2OH3tFTzzxxGjX87Zt27Rr166U7GnOmzdP1113na677roxvx6LxRQIBMYNDG1tbRocHFRvb696e3t1/PjxMZ8nPz9/0tUFr9c7m39VZLiYbSsctRSyLA1HLYWtkf8eVdiyFIxEle+d+rA1n8+dJ4eyTZAiI1P+Qhc+/cfsyz/1pbO2lg59/pb7lZubq4GBAdf+QKSSbds6dapfDU2d6u8fmvwbLpKTk60vbdkkSaOfVDJt6XJgYGDCrYhAIDClMxdKSkomXF1YvHhxxv1vg6mZ7EIfsmKKTKH/5em/+Jaa6mqNnt9BGJglMTt2fsk/evmUv0yUSCT06es2q+d0r/793/9dd955p9MlZaxw2FJzS7eamrsVDk/v38Xy5Yv0qVvXJ7my9GJZlvx+/7hhoa2tTcFgcNLn8Xq9E4aFFStWKD8/PwV/I1yJyS70w1FL0XhytlNb60/qkYce0IMGD1sjDCTJ+Sl/w6N7/lcy6CdTfP33/1g//7dX9dd//df6xje+4XQ5Gaf/zJAaG7vUcap30q2AydzyybVatXJxkirLTIlEQmfOnBk3LLS3t6uzs3NKY6NLS0snDAyLFi1Km9UFN0zHG7nQD1tRhaKxCxf3qEKWpdCFAJCsC/1Uvf7zl/X9P/+mli1dqp07d47Zi8OcAVzm4il/oWhQkXjI6ZJm3T/98Hk9/md/o3vvvVcvv/yy0+VkBNu25ff3q6GpS319g0l5zqysLG25/+akTz50o0gkcsnqwljbEqHQ5D+7BQUFE4aF5cuXKy8vb1b/LpkyHS9m2wqNXthjClnR0Qu8Uxf6qWqtP6mfvfC83nzlF4qEwynvxXGSK8PAbCTn81P+hjV84ZP/TKf8ZaIP6j7Ulz+/TfPmzVN/fz8T6iaQjK2A8RQXz9Vdnxm7cQ9XJpFIqK+vb8Kw0N3dPenzZGVlaenSpRMGhqKiommvLlw8Ha+qquqS6Xh+vz9ln1oz+UJ/JWzbVjQS1pduvlFzDNlCclUYSGZyTuWUv0wRi8W0ae0dCgaHVVtb6/qkPB1nzgypsalL7R0z3woYz/WfWKUN65fNynPjcuFwWKdOnRo3MLS3tyscnnxbsLCwcMKwUFZWNmbzWqqm45lyob8St6xeqeVFC5wuIyVcEwZmmpydnvKXKSr/43/RG68d0tNPP62HH37Y6XLSgm3b8gfOqLGpU729ydkKmMg9d9+geXO5myNdJBIJ9fT0TLi60NPTM+nzeDweLVu27LLA8JOf/EQNDQ0z6nS/+EI/2owXtTRsWRf27i1Zhl3op6JicbE2LjcjeLsiDEwnOScSCUXjYQ2n0ZS/TPD0//pHPfXdZ7R161bt37/f6XIcFYn8ZisgFErN3SJzC726954bU/JaSJ5QKDR6TsRYYaGjo0PR6Nj/hjwej/7yL/9yStPxPmjvUCQW0/CFT/Jc6Gdmgc+nz121zukyUsIVQ4eefPJJlZWVXRYEpPMjUWtqavTaa6/p7/7ub/XkP/xt2k75ywSbbj1/IXr99deVSCTSpsM6lc6eDaqhqUsdHb2Kx1MbIJcuXZjS10Ny+Hw+rV+/XuvXj307qG3bOn369GVhobm5WT/96U+nPB3vcH2j8pkBkjQDoZBi8bhyDOiPyvgwYNu2Dhw4MKUz3r/zxHf0Z//jj428gCXLxps+oZycHAUCAbW1tWn16tVOl5QSqd4KGM+ypUWOvTZmj8fjUWlpqUpLS3XLLbeM/vnI3PypTMfL93qVxzTGpEpIOjMc0uK57j+hMzNvUr3IlcyVDofCCofcd/9/KvkKfLp249WSZMRo4kjE0q9P+vXyL2p1+Ei9o0EgLy9Hixa5/00Jv+HxeLR161bt2bNHljX21FLLsvTss8/q03ffwwedWdA3hcFWbpDxYWBkVvRUkrPX55XXR3KeqYu3CtxqYGBYx95p0s9ePq73T7RreDjidEkqXbIgY4fMYPp2794tv9+v6urqywLByHS8zs5O3f/Agw5V6G59wWGnS0gJVzQQTu0s6gp98tM367t//5gDFbrLqy/9Sn/41d265ppr9MEHHzhdTtLYtq3OrrNqaOhUT+85p8u5zG23rNOKFcVOlwEHjNwttWzZMlVXj31S5a2fv1vv+QOyM/8tPa3kZmfri5+4xvWrLq4IA5PdTTAyV/onr+7T1ddtcLBSd+jr7ddtV39WktTb26tFixY5W9AMRaMxtbSeVmNTV1qsAIzF48nS73xxk3JzM77NB9NUV1enp556Svv37x/3pMr+4LCOtLQpNM6WAqbn81et1zyXryq7IgxIEyXnZxUIdOp7zzyuLV+5z+kyXeOe27+k5oYWvfjii9qyZYvT5UzLwMDw+QFB7T2KpfiugCu1pGS+7vyta5wuA2lgZMLqeCdVhi1Lb7d2qGfoyk7CxPhuXFGmNcWZ/aFnMq75mLF9+3Zdc801euqpp0bPePf6vLr/y/fqq3/wICsCSbbp1hvV3NCi119/PaPCQCKRUKDzjBobu3S6Z8DpcqZsKXcR4AKPx6M5c+aM+3Vvbq4+vXaNPgx0qf705MOOMLn+4LDrw4BrVgYuZtu2TvrfU47X4/p9Hqf884EX9ch/+6Y+9alP6dChQ06XM6mRrYCm5i4Fg+m5FTCR377nRhUWunuZEsnnPzugd9o6FLPTe+Ur3RXm5enua69yuoxZ5ZqVgYt5PB5553gVt9k3my0333qTJOnYsWOj+5fpaODcsJqautTWlv5bAeOZN6+AIIBpKVswX/O8+Trc3KbBSOaF4HQxFI0qbFnyjjPLxg1ce58So4Vn14pVZSpZsliWZeno0aNOl3OJRCKhQKBf/+/1D/XKq3Vqau7O2CAgMWgIMzPX69VdG9aqbMF8p0vJaP0uv8WQMIBpycrK0s0X5g2ky/Ahy4qpvqFTP3+lVm++dVLdpzOnJ2Ai9AtgpnKys3XrmlW6vmyp2DidHreHAVduEyQSCSUMP244FTbddpNefvEVx8PAucGQGhs7M3orYDz5+blatJCpg0iOtSWLtaDAp6Mt7QrHYk6Xk1HcPnzInWGAIJASIysDhw4dUjweV3YKD/NIJBLq6jqrhqYudXefTdnrptrSpUU0wSKpigsL9bmr1ulIS7sxo3aT4ezwsOK2rWyXTgF1ZxhgiyAlrrp2veYUztG5c+f0/vvv64Ybbpj117SsmFrbetTY1KWhIfefM0G/AGaDNzdXv7WuXO/7O9XU0+t0ORkhnkjo7HBIiwrHv60zk7ky4tiEgZTIzs7WTZ88P/lstrcKzg2G9G5ti3760nHV1rUaEQQ8niyVLKbpC7PDk5WljcuX6ZOrVijHpZ92k61/2L1bBa78F+DC0Qlpa+QWw9kIA+e3As7o9Tc/0i9eqVVjU5disXjSXyddlZTMV26u+89Rh7NWLCzSZ9ZXqDA/3+lS0l7fkHu3VVy5TWCLlYFU2XTbb04wTCQSSdnftqy4WttOq6mpS4MGrACMhy0CpMp8n093bVird9o6FBhIv0O60oWb7yhwZRigZyB1rr/xOuXm5igQCKi1tVVr1qyZ9nMNDYXV2NSpltYeo1YAxsMthUil3Au3H9af7tGHgS7asMcQjsU0FIm4chWFMIAZ8RX4dO3Ga1R77D298cYbVxwGEomEuk8PqLGxS51dZ2apysxTtGCOCnzue8NBesvKytKGJSUqKvDp7dYORbj98DL9wWFXhgFX9gxwnndqjdxi+PrrrysYDMqewhx0y4qrqblLv3i1Tq+/8RFB4GNYFYCTSubO1V0b1qqoID3HjDupb+j8e9xU3+syhSvDACsDqVW6dIkkae/evSosLFRhYaEqKytVV1d32WOHhsKqrWvVz15+R8ffbdHgYCjV5WYE+gXgtIK8PN25rkJrFi10upS00Vp/Uo/u2jX6PjfRe12mceWphQPhfvUM+Z0uwwj/9pOX9MjD39SSJUv0ta99TRUVFWpqatKePXvk9/v13HPPafv27Re2AjoV6GQFYDJeb5623H+z02UAo1r7+lXX4VfcfZeLKXv95y/r+3/+TZUtW6bq6upx3+sylSvDwNlQr3qDnU6X4XofnTipr3xhux544AHV1NQo96ITvSzLUnV1tV544QU99fc/1uKSlQ5WmlnK1yzRzTeVO10GcImzwyEdaWlTMBp1upSUa60/qUceekAPTvJed+zYMW3cuNHBSqfPlWHgzHCP+oa7nC7D9f7k69/SO2+9q4aGxkt+OEZYlqWKigpVrL1ef/jwnzlQYWa64/ar6BlAWorGYnq7rUPd5wadLiWlnv6Lb6mprlaNjeO/161du1abN2/W3r17Hahw5lzZM8AEwtln27Ze+tdfqKqqeswfDknKzc3Vzp079dahXzIIaopysj1avHie02UAY8rLydHt5at1dekSp0tJGdu2dejVV1RdPfF7XXV1tfbv35+x73WuDAMJhg7NunAorHAorIqKigkfV15erkgkrGg0kqLKMtuSJQuUk8PUQaSvrKwsXb10iW4vX63cFB5O5pRoJKxIeGrvdaFQSKFQZjZFuzIMsDIw+7w+r3w+r5qamiZ8XHNzs/LzvcrLc999ubOhtHSB0yUAU1I6f57u2rBWC3xep0uZVXn5XuV7p/Ze5/P55PNl5u2YrgwDmbpMkykKcudqZdE6bd26TXv27JFlWWM+zrIs1dTU6Hd/9z9o5YpijuKdgqWl9AogcxTm5+vO9Wu1aqF7/916PB7d/oW7VVNTM+l73bZt2zL2fc6lYYCVgdkwJ2+eli9Yq2XzV8ubW6Ddu3fL7/erurr6sh8Sy7JUVVWlQCCgRx7577rt1vW6794btX7dMg7fGcfChYXy+fKcLgO4Ijkej25etUI3LC+TJ0MvhJP50kM7FAgEJn2v27Vrl0MVzpwr7yYIDLRq2DKr23U2zcmbp4UFJcrPuXz5a9++fdqxY4eWXbj3try8XM3NzaqpqVEgEBjz3lvLiqmltUcNjZ0aHqaXYMR1167Q1Vctd7oMYNr6g8M60tKm0DifoDNRQV6ubluzWi//679c8XtdJnFdGLBtW01dHyqRE5eHM7pnpDBvvooKSpSfM/GeYF1dnZ566int379foVBIPp9P27Zt065duya859a2bfkDZ1TfEFB//1Cyy884d39+o+bPL3C6DGBGwpalt1s71DOU+T/Ti+bM0W3lq5Sfc/4Yn+m+12UC14SBuro6Pfnkkzpw4IBCoZC8Pq/u+9I9+r2vPaSrr9vgdHkZJEtz8+eryFeivJwra/qzbVuhUEgFBQVXvG/W2zeohsZO+f39RvZ8FBTk6/7fvsnpMoCksBMJfdTZpZPdPU6XMm2rFy3UDSvG3vqYyXtdunJFGBhZqi4rK1NVVdVFYyJr5PcH9L1nHteWr9zndJlpLktz8xeoqGCx8rKd6/wPBsNqaOxSS+tpo44xXltRqhtvmP7xz0A6Cpwd0LG2DsUy6ECfLEmfKFumtSXFTpeSUhkfBurq6rRp06ZJR+L+5NV9rBCMKUvz8otUVFCsXAdDwMdZVkzNLafV2NRlRF/Bb91xtUqXLHC6DCDpBsNhHWlp17lw2OlSJpWXna1b1qxUydy5TpeSchkfBiorK3Xw4EE1NDRMMCayQp/89M367t8/5kCF6SpL87xFKvItVm52+naw27Ytv79f9Q2d6j+T+XuQY8nJydaXtmyixwWuFYvHdbzdr1Nnzzpdyrjm5ufrU+WrVehNnw9FqZTR7z62bevAgQOqqqqaZEzkTv3sX35u5F70x2UpS/O9i7S6aINKCsvSOghI5+/xXbGiWJs/9wnd9ZlrVbbMfceplpYuIAjA1XIufOK+vmxZWt5+WDpvrj67Ya2xQUCScpwuYCZGRj9OZUzkyPhcX0FmToeaqSx5NN+3UAt8xcrxjB2c0l1x8TwVF8/T0FBYjU2damk5rVg8c/Yix7OMQ4lgiLUlxVpQ4NPR1jaFrZjT5UiS1pcs1rXLSl3TCDhdGR0GRkY/TmVMpNfnldflYzPHcj4ELLoQAjL6/+5RhYVe3bBxja65eoWaW7rV0NilcDgzj1XNysqiVwBGKS6co89tWKcjLe3qCwYdqyM7K0s3rlyulS6enngl6BlwqawsjxZ4z4eAbJeEgPHYtq1Tp/pV3xDQmbPOvblMR3HxXN31meucLgNIOTuR0Al/pxp7elP+2t7cHN22ZrUWzmGux4iM36ic2kjcTn31Dx50qMLU8mRla2FBiVYXbdCiOaWuDwLS+b6ClSuL9fnN1+uzd16bUcvuy5a6rwcCmApPVpauX75Mt6xeqZwU9swUFfh01/p1BIGPyfiVAWnykbj/u+YH+sz9tzld5qzyZGVrga9Y872LlO1h9v/gYEgNjZ1qa+tJ676Ce+6+QfPmmtnHAow4FwrrcEubhiKzexvxiqIFunHl8pSGj0zhijAgTT4m8lz4jE4P+SW54q87ypOVoyJfseb7FsqTRQj4uEjEUnNLtxqbutOur2BuoVf33nOj02UAacGKx/VOW4cCA+dm5fmvXVaqDUtKZuW53cA1YWDERGMihyID6hrskBsCQXZWzvmVAN8iebJIuZOJx211nOpTfUNAAwPDTpcjSVq/bpk2Xr/K6TKAtHKy+7Q+DHQl7V06x+PRJ1ev1NL585L0jO7kujAwmWDknDoH25WpgSA7K1dFBcWa511ICJim0z0Dqq/vVGfXGUfr+Myd16hk8XxHawDS0enBQb3d2qFIbGa3H87Jy9Nt5as038dW3GSMCwOSFIwOqutcmxIZFAhyPLkq8i3WXG8RISBJzg2G1NDQqbb2HsVT3FeQl5ejLfffzLAhYBzD0aiOtrSrf3h6K3mLCwt1y5qVoycOYmJGhgFJGo4OqfNcmxJK3+YyScrx5KmoYLHm5RcZPxRjtkQilpqau9XU1KVwJDXnsK9cUaxbb1mXktcCMlXctvW+v1PNvX2Xfc22bUUjYeXley8L1eXFi3T98vScdpiujA0DkhSyggqca1UikX6BIMeTp4UFJZqbv4AQkCLxuK32jl7VN3Tq3LnZ7Su47ZZ1WrHCrFPRgOlq6zuj2o5TiicSaq0/qZ8+/2MdevUVRcJh5Xu9uv0Ld+uLDz6k8g1X6fqyZSpfvMjpkjOO0WFAksLWsALnWmUn0uO43Nzs/PPbAYQAR3V1n1V9Q6e6u88m/bk9niz9zhc3KTeX5Utgqs4Oh/TdZ36g//mNP1XZhdvIR46rr6mpkT8Q0DP/+EN97fcrnS41IxkfBiQpHAspMNDiaCDIy/aqqGCxCvPmEwLSyMDA8Pl5Be09su3k/KiULJ6vz9x5TVKeCzDFVI+rP3bsmDZu3OhgpZmJMHBBJBaWf6BFdiK1h2fkZXu1sKBEc/LmEQLSWDhsqam5S03N3YrMsK/gho2rtW7t0iRVBphhaqPn12rz5s3au3evAxVmNlqZL8jP8Wr5/HJlZ6XmRL/8bJ9K567SigVrVZjPakC683pzde01K3TfvTfq5pvKNXcGUwOXlmbOuGQgHUz9uPpq7d+/n+Pqp4FNy4vk5eRr+YI18g+0KGbPTld5fk6BFhYs1pw8BmBkopycbJWvWaI1q0vUPdJXcHpg0u+zbVvRaETFxUUqLDTv9ExgJq7kuPqRxxYUcPbAlSAMfExudr7K5pdfCATJG1/rzZmjhQWLVZA3N2nPCedkZWWptLRIpaVFOns2qIbGTrV39F7WV9Da2qCXfnZAbx36lSKRsLxen7Zt26rdu3ezrwlM0ZUcVz/yWFwZegbGEYtb8g+0yLIvPTjDtm2FQ2F5fZff2zoWX+4cFflKVJBXOFulIk2EQtHRvoJoNKY33nhFz3z/cZWVXdr5vGfPHvn9fj333HPavn2702UDGYGegdlFGJhAzLYUGGhVNB7WRydO6kf/+GO99K+/GA0D933pHv3e1x7S1ddtuOx7fbmFWlhQIl/uHAcqh5Nisbh+/ovX9OUv36sH6XwGkmKyuwmqqqq0b98+fqamiTAwibgd0w/2fl9/9F8fUVnZMlVVXfwJr0Z+f0Dfe+ZxbfnKfZKkgty5KipYTAgwHJ9igOSb7Lh6VttmIIEJ1dbWJnJychI7duxIRKPRS74WjUYTO3bsSOTk5CReeeOlRCgadKhKpJN4PJ7w+XyJxx57bMLHPfbYYwmfz5ewbTtFlQGZr7a2NlFZWZnw+XwJSQmfz5eorKxM1NbWOl1aRmNlYBJ8wsOVCgaDKiws1PPPP68HHnhg3Mc9//zzeuihhxQMBul8Bq7QRMfV48oxZ2AC3NuK6aDzGZh9Ho9Hc+bMIQgkCWFgAtO5txXweDzaunWr9uzZI8sae16FZVmqqanRtm3beDMD4DjCwAT4hIfp2r17t/x+v6qrqy8LBCOdz4FAQLt27XKoQgD4DXoGJkHPAKaLzmcAmYIwMAnubcVM1NXV6amnntL+/fsVCoXk8/m0bds27dq1i38vANIGYWAK+ISHmaLzGUA6IwxMEZ/wAABuRRi4QnzCAwC4DWEAAADDcWshAACGIwwAAGA4wgAAAIYjDAAAYDjCAAAAhiMMAABgOMIAAACGIwwAAGA4wgAAAIYjDAAAYDjCAAAAhiMMAABgOMIAAACGIwwAAGA4wgAAAIYjDAAAYDjCAAAAhiMMAABgOMIAAACGIwwAAGA4wgAAAIYjDAAAYDjCAAAAhiMMAABgOMIAAACGIwwAAGA4wgAAAIYjDAAAYDjCAAAAhiMMAABgOMIAAACGIwwAAGA4wgAAAIYjDAAAYDjCAAAAhiMMAABgOMIAAACGIwwAAGA4wgAAAIYjDAAAYDjCAAAAhiMMAABgOMIAAACGIwwAAGA4wgAAAIYjDAAAYDjCAAAAhiMMAABgOMIAAACGIwwAAGA4wgAAAIYjDAAAYDjCAAAAhiMMAABgOMIAAACGIwwAAGA4wgAAAIYjDAAAYDjCAAAAhiMMAABgOMIAAACGIwwAAGA4wgAAAIYjDAAAYDjCAAAAhiMMAABgOMIAAACGIwwAAGA4wgAAAIYjDAAAYDjCAAAAhiMMAABgOMIAAACGIwwAAGA4wgAAAIYjDAAAYDjCAAAAhiMMAABgOMIAAACGIwwAAGA4wgAAAIYjDAAAYDjCAAAAhiMMAABgOMIAAACGIwwAAGA4wgAAAIYjDAAAYDjCAAAAhiMMAABgOMIAAACGIwwAAGA4wgAAAIYjDAAAYDjCAAAAhiMMAABgOMIAAACGIwwAAGA4wgAAAIYjDAAAYDjCAAAAhiMMAABgOMIAAACGIwwAAGA4wgAAAIYjDAAAYDjCAAAAhiMMAABgOMIAAACGIwwAAGA4wgAAAIYjDAAAYDjCAAAAhiMMAABgOMIAAACG+/9Hpa+mWS/EPwAAAABJRU5ErkJggg==\n", + "image/png": 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", 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" ] @@ -572,7 +757,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 20, "id": "5e5ef76d", "metadata": { "scrolled": true @@ -580,7 +765,7 @@ "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "
" ] @@ -608,7 +793,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 21, "id": "aadc6917", "metadata": {}, "outputs": [], @@ -616,9 +801,9 @@ "n = 100\n", "is_connected = False\n", "while not is_connected:\n", - " H = xgi.random_hypergraph(n, [0.03, 0.0002, 0.00001])\n", - " is_connected = xgi.is_connected(H)\n", - "pos = xgi.barycenter_spring_layout(H, seed=1)" + " H_random = xgi.random_hypergraph(n, [0.03, 0.0002, 0.00001])\n", + " is_connected = xgi.is_connected(H_random)\n", + "pos = xgi.barycenter_spring_layout(H_random, seed=1)" ] }, { @@ -631,26 +816,26 @@ }, { "cell_type": "code", - "execution_count": 17, + "execution_count": 22, "id": "f840930c", "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "(,\n", - " (,\n", - " ,\n", - " ))" + "(,\n", + " (,\n", + " ,\n", + " ))" ] }, - "execution_count": 17, + "execution_count": 22, "metadata": {}, "output_type": "execute_result" }, { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "
" ] @@ -662,7 +847,7 @@ "source": [ "plt.figure(figsize=(10, 10))\n", "ax = plt.subplot(111)\n", - "xgi.draw(H, pos=pos, ax=ax)" + "xgi.draw(H_random, pos=pos, ax=ax)" ] }, { @@ -673,6 +858,48 @@ "We can even size/color the nodes and edges by NodeStats or EdgeStats (e.g., degree, centrality, size, etc.)!" ] }, + { + "cell_type": "code", + "execution_count": 23, + "id": "55a91d2b", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(,\n", + " (,\n", + " ,\n", + " ))" + ] + }, + "execution_count": 23, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "plt.figure(figsize=(10, 10))\n", + "ax = plt.subplot(111)\n", + "xgi.draw(\n", + " H_random,\n", + " pos=pos,\n", + " ax=ax,\n", + " node_size=H_random.nodes.degree,\n", + " node_fc=H_random.nodes.clique_eigenvector_centrality,\n", + ")" + ] + }, { "cell_type": "markdown", "id": "6c336fa8", @@ -684,13 +911,13 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 24, "id": "36596a26", "metadata": {}, "outputs": [ { "data": { - "image/png": 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\n", + "image/png": 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", "text/plain": [ "
" ] @@ -700,7 +927,7 @@ } ], "source": [ - "centers, heights = xgi.degree_histogram(H)\n", + "centers, heights = xgi.degree_histogram(H_random)\n", "\n", "plt.figure(figsize=(12, 4))\n", "ax = plt.subplot(111)\n", @@ -713,28 +940,20 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 25, "id": "6ac0cf46", "metadata": {}, "outputs": [], "source": [ "plt.close(\"all\")" ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "017f74b2", - "metadata": {}, - "outputs": [], - "source": [] } ], "metadata": { "kernelspec": { - "display_name": "venv_xgi", + "display_name": "hyper", "language": "python", - "name": "venv_xgi" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -746,7 +965,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.13" + "version": "3.10.0" }, "toc": { "base_numbering": 1, diff --git a/docs/source/api/tutorials/Tutorial 7 - Directed Hypergraphs.ipynb b/docs/source/api/tutorials/Tutorial 7 - Directed Hypergraphs.ipynb index 9fc8cb783..6e9590fb3 100644 --- a/docs/source/api/tutorials/Tutorial 7 - Directed Hypergraphs.ipynb +++ b/docs/source/api/tutorials/Tutorial 7 - Directed Hypergraphs.ipynb @@ -125,7 +125,7 @@ "metadata": {}, "source": [ "### Drawing\n", - "We can draw a dihypergraph using the function `draw_dihypergraph()`" + "We can draw a dihypergraph using the function `draw_bipartite()`" ] }, { @@ -136,9 +136,9 @@ { "data": { "text/plain": [ - "(,\n", - " (,\n", - " ))" + "(,\n", + " (,\n", + " ))" ] }, "execution_count": 5, @@ -147,7 +147,7 @@ }, { "data": { - "image/png": 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", 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", "text/plain": [ "
" ] @@ -157,7 +157,7 @@ } ], "source": [ - "xgi.draw_dihypergraph(DH1)" + "xgi.draw_bipartite(DH1)" ] }, { @@ -265,8 +265,8 @@ "{'one'}\n", "\n", "All node memberships:\n", - "{0: (set(), {'one'}), 1: ({2, 'one'}, {0, 1, 'one'}), 2: ({'one'}, {0, 1, 'two'}), 3: ({0, 2}, {0, 'two'}), 4: ({0}, {'two', 2}), 5: ({1}, set()), 6: ({1}, set()), 7: (set(), set())}\n", - "{0: {'one'}, 1: {0, 1, 2, 'one'}, 2: {0, 1, 'one', 'two'}, 3: {0, 2, 'two'}, 4: {0, 'two', 2}, 5: {1}, 6: {1}, 7: set()}\n" + "{0: (set(), {'one'}), 1: ({2, 'one'}, {0, 1, 'one'}), 2: ({'one'}, {0, 1, 'two'}), 3: ({0, 2}, {0, 'two'}), 4: ({0}, {2, 'two'}), 5: ({1}, set()), 6: ({1}, set()), 7: (set(), set())}\n", + "{0: {'one'}, 1: {0, 1, 2, 'one'}, 2: {0, 1, 'one', 'two'}, 3: {0, 2, 'two'}, 4: {0, 2, 'two'}, 5: {1}, 6: {1}, 7: set()}\n" ] } ], @@ -347,7 +347,7 @@ "outputs": [ { "data": { - "image/png": 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", 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", 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" ] @@ -384,7 +384,7 @@ "outputs": [ { "data": { - "image/png": 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", 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bto2dO3eSlpaGs7PxgpIPPviA5cuXs2TJEp555pkqf69MRYobUWmx0kxcYwZG1mP36St8v+MML/+UwKoXusm0dSGsXHh4eNl9jUZDQEBA2RGU+++/n61btwLQoEEDDh48yOHDh+nUqVO514iOji738d69e9m3bx8//PBD2WOKomAwGDh16hTHjh3DwcGBtm3bln0+LCyMWrVq3ZCvtPi5/rX//PPPckdq9Ho9BQUF5OXlsXfvXnJycqhTp/x7QH5+PomJiRX6ntQ0KW5EpZxNz+Nsej46rUau6qkhUx9swb5zGew9l8mYH/bw83PRODvIgE0hcHQzHkVRY7/VefrfrpzSaDQYDAbAeDQlPz//ptvdTk5ODs8++yzjxo274XP169fn2LGKn9p2dy9/VConJ4cZM2bw0EMP3bCti4sLOTk5BAYGEhMTc8PnfXx8KrzfmiTFjaiU7VdXJY4I9sbDWf7zqQnODjo+G9mWfh9vY++5TN5ZfZg3B7ZWO5YQ6tNoqnV6yBLVq1fvhsdatGjBr7/+Wu6xHTt2lPu4bdu2HDp0iLCwsJu+brNmzSgpKSE+Pp527doBcOLECa5cuXLHTG3btuXo0aO3fO22bduSkpKCg4MDoaGhd3w9NUhDsaiUHdJvYxbBtdz4cFgkAN9tP8OKhPPqBhJCmM1zzz3H8ePHmTRpEkePHmXhwoXMnz+/3DavvvoqsbGxjB07loSEBI4fP86KFSvKGoqbN29O7969eeaZZ9i5cyfx8fE888wzuLq6otFobrv/adOm8d133zFjxoyy02SLFi1i6tSpAPTu3Zvo6GgGDRrEunXrOH36NLGxsbz++uvs3r27Rr4nlSXFjagwRVHKjtx0aSzzpGraXc39eOFu419OU37Zz/HUbJUTCSHMoX79+ixdupTly5cTERHB559/zrvvvltum/DwcDZv3syxY8fo3r07UVFRTJs2jaCgaw3X3333Hf7+/vTo0YPBgwfz9NNP4+npiYuLy23336dPH1atWsW6devo0KEDnTt3Zu7cuTRo0AAwnlb77bff6NGjB08++SRNmzbl0Ucf5cyZM/j7+5v+G1IFGsXOBtpkZWXh7e1NZmYmXl5easexKqcu5XLXBzE46bTse+M+XBylD6Sm6Q0K//jvX8QmXibMz4MVY7riLqcDhR0oKCjg1KlTNGzY8I5vxqJizp07R0hICBs2bOCee+5RO85N3e7nXpn3bzlyIyqs9BLwqPo+UtiYiU6r4ePhUfh7OXMiLYcpv+yXAZtCiAr5448/+PXXXzl16hSxsbE8+uijhIaG0qNHD7Wj1TgpbkSFxSbKJeBqqOvhzGcj2qLTavh17wUW7DijdiQhhBUoLi7mtddeo1WrVgwePBhfX19iYmLsYu6VHN8WFaIoCjtOyjwptbQPrc2U+5vz9urDvLnqEG2CfYgM8VE7lhDCgvXp04c+ffqoHUMVcuRGVMjxtBwu5RTh4qglsr6P2nHs0uhuDenbKoBivcKYH/ZwJbdI7UhCCGGRpLgRFVLab9O+QW1ZUE4lGo2G/wwJJ7SOG+cz8nn55wQMMmBTCCFuIMWNqBCZJ2UZvFwc+b+R7XB20BJz9CL/F3NC7UhCCGFxpLgRd2QwKOw4JcWNpWgZ5MVbg4wrFs9Zf4w/T1xSOZEQQlgWKW7EHR1OySIjrxgPZwfC63mrHUcAQ9uHMLR9MAYFxv0YT0pmgdqRhBDCYkhxI+6o9JRUh9BaOOjkPxlL8ebA1rQI9OJybhFjF+6hWG9QO5IQQlgEVd+p5s2bR3h4OF5eXnh5eREdHc3vv/9+y+3nz5+PRqMpd5OVK2ue9NtYJhdHHfNGtsXT2YHdZ67wnzVH1I4khFDZ6dOn0Wg0JCQkqB1FVaoWN8HBwcyaNYu4uDh2797N3XffzcCBAzl48OAtn+Pl5UVycnLZ7cwZWdCsJpXoDfx1Kh2QeVKWKLSuO+8PiQDgq62nWHMgWeVEQojqeuONN4iMjFQ7hlVTtbjp378/DzzwAE2aNKFp06a88847eHh43DDa/XoajYaAgICym6UM6bJVBy5kkVNYgpeLAy0CZRaXJerbOoBnejQCYNLifZy6lKtyIiGErSsqsux1tiymgUKv17No0SJyc3OJjo6+5XY5OTk0aNCAkJCQOx7lASgsLCQrK6vcTVRc6ciFzo3qoNNqVE4jbmVSn2Z0CK1FdmEJzy+Io6BYr3YkIexWYWEh48aNw8/PDxcXF7p168auXbsAY3uFj49Pue2XL1+ORqMp+/yMGTPYu3dvWfvF/Pnzb7mvnTt3EhUVhYuLC+3btyc+Pv6GbQ4cOMD999+Ph4cH/v7+/OMf/+DSpWtXWWZnZzNy5Ejc3d0JDAxk7ty59OrVi5deeqlsm9DQUN566y1GjRqFl5cXzzzzDADbtm2je/fuuLq6EhISwrhx48jNvfYHVmFhIRMnTqRevXq4u7vTqVMnYmJiKvkdrTzVi5v9+/fj4eGBs7Mzzz33HMuWLaNly5Y33bZZs2Z88803rFixggULFmAwGOjSpQvnzp275evPnDkTb2/vsltISEhNfSk2SfptrIOjTsunI9pS18OJIynZ/Hv5AbUjCWFyiqKQV5xn9ltlh9W+8sorLF26lP/973/s2bOHsLAw+vTpQ3p6+h2fO2zYMCZMmECrVq3K2i+GDRt2021zcnJ48MEHadmyJXFxcbzxxhtMnDix3DYZGRncfffdREVFsXv3btasWUNqaipDhw4t22b8+PH8+eef/Prrr6xfv56tW7eyZ8+eG/b3wQcfEBERQXx8PP/+979JTEykb9++PPzww+zbt4+ffvqJbdu2MXbs2LLnjB07lu3bt7No0SL27dvHkCFD6Nu3L8ePH6/ot7NKNIrKI4aLiopISkoiMzOTJUuW8PXXX7N58+ZbFjjXKy4upkWLFgwfPpy33nrrptsUFhZSWFhY9nFWVhYhISEVGplu74pKDETMWEd+sZ61L/WgWYCn2pHEHcQmXuKxr//CoMB/Hg5naAcp5oV1Kigo4NSpUzRs2LDswpG84jw6Lexk9ix/jfgLN0e3Cm2bm5tLrVq1mD9/PiNGjACM71WhoaG89NJL+Pr68tJLL5GRkVH2nOXLlzN48OCyIuqNN95g+fLld2wK/vLLL3nttdc4d+5c2ffo888/5/nnnyc+Pp7IyEjefvtttm7dytq1a8ued+7cOUJCQjh69CiBgYHUqVOHhQsX8sgjjwCQmZlJUFAQTz/9NB9++CFgPHITFRXFsmXLyl7nqaeeQqfT8cUXX5Q9tm3bNnr27Elubi5paWk0atSIpKQkgoKCyrbp3bs3HTt25N13373ha7rZz71UVlYW3t7eFXr/Vn1wppOTE2FhYQC0a9eOXbt28dFHH5X7Zt2Ko6MjUVFRnDhx61VanZ2dcXZ2Nllee7L3XAb5xXrquDvR1N9D7TiiAro0rsuE+5rx/tqj/HvFAVrV86JVkKxNJIS5JCYmUlxcTNeuXcsec3R0pGPHjhw+fBhfX98qve5zzz3HggULyj7Oycnh8OHDhIeHlysC/t7WsXfvXjZt2oSHx42/wxMTE8nPz6e4uJiOHTuWPe7t7U2zZs1u2L59+/Y3vPa+ffv44Ycfyh5TFAWDwcCpU6c4efIker2epk2blnteYWEhderU7NkA1YubvzMYDOWOtNyOXq9n//79PPDAAzWcyj6VnpLq3LhO2flgYfme79mYuDNX+ONIGv/6YQ+/ju2Gt6uj2rGEqDZXB1f+GvGXKvs1Fa1We8NpruLi4js+780337zhlFNF5OTk0L9/f957770bPhcYGHjbgwN/5+7ufsNrP/vss4wbN+6GbevXr8++ffvQ6XTExcWh05WfSXizYsuUVC1upkyZwv3330/9+vXJzs5m4cKFxMTElB0+GzVqFPXq1WPmzJmA8YfbuXNnwsLCyMjI4P333+fMmTM89dRTan4ZNqu0mTi6kfTbWBOtVsOcoRH0+3gbZy7nMWnxXr74RzspUIXV02g0FT49pJbGjRvj5OTEn3/+SYMGDQBj8bJr166y01LZ2dnk5uaWFQt/P/3k5OSEXl/+ogA/Pz/8/PzKPdaiRQu+//57CgoKyo7e/P1q47Zt27J06VJCQ0NxcLjxLb9Ro0Y4Ojqya9cu6tevDxhPSx07dowePXrc9mtt27Ythw4dKjv78ndRUVHo9XrS0tLo3r37bV/L1FRtKE5LS2PUqFE0a9aMe+65h127drF27VruvfdeAJKSkkhOvrZux5UrV3j66adp0aIFDzzwAFlZWcTGxlaoP0dUTkGxnj1JGYA0E1sjHzcn5j3WFiedlnWHUvl66ym1IwlhF9zd3Xn++eeZNGkSa9as4dChQzz99NPk5eUxevRoOnXqhJubG6+99hqJiYksXLjwhquhQkNDOXXqFAkJCVy6dOmWZzNGjBiBRqPh6aef5tChQ/z222988MEH5bYZM2YM6enpDB8+nF27dpGYmMjatWt58skn0ev1eHp68vjjjzNp0iQ2bdrEwYMHGT16NFqt9o5/EL366qvExsYyduxYEhISOH78OCtWrChrKG7atCkjR45k1KhR/PLLL5w6dYqdO3cyc+ZMVq9eXfVvckUodiYzM1MBlMzMTLWjWLQ/j19UGry6Sun4znrFYDCoHUdU0XfbTysNXl2lNJqyWvnr5GW14whRYfn5+cqhQ4eU/Px8taNUWn5+vvLCCy8odevWVZydnZWuXbsqO3fuLPv8smXLlLCwMMXV1VV58MEHlS+//FK5/u24oKBAefjhhxUfHx8FUL799ttb7mv79u1KRESE4uTkpERGRipLly5VACU+Pr5sm2PHjimDBw9WfHx8FFdXV6V58+bKSy+9VPa7PSsrSxkxYoTi5uamBAQEKHPmzFE6duyoTJ48uew1GjRooMydO/eG/e/cuVO59957FQ8PD8Xd3V0JDw9X3nnnnbLPFxUVKdOmTVNCQ0MVR0dHJTAwUBk8eLCyb9++W37vbvVzr8z7t+pXS5lbZbqt7dnsdUf55I8TDIoM4sNHo9SOI6pIURRe/imB5QkX8PN0ZvW47vh6SoO9sHy3u2pG1Kzc3Fzq1avH7NmzGT16tFn3baqrpVRf50ZYptirzcQycsG6aTQa3hnchiZ+HqRlFzLux3j0Brv6e0YIcQfx8fH8+OOPJCYmsmfPHkaOHAnAwIEDVU5WdVLciBvkFpaw92wGIP02tsDd2YF5j7XFzUnH9pOXmbv+mNqRhBAWpnSBvt69e5Obm8vWrVupW9d6/7i1uEvBhfp2n7lCiUEhuJYrIbUt+8oEUTFhfp7MejiccT/G8+mmE7Rt4MPdzWUumxDCeFVTXFyc2jFMSo7ciBvIJeC2aUBEEI9HGy9NffmnvZxNz1M5kRBC1AwpbsQNdsg8KZv1Wr8WRIT4kJlfzJiFeygskQGbwrLZ2TUvds9UP28pbkQ5WQXF7D+fCUhxY4ucHXR8NiIKHzdH9p3L5K1Vh9SOJMRNOToaV9XOy5MjjPakqKgI4IYVjStLem5EOTtPpmNQoGFddwK9TbfkuLAcwbXc+HBYJE/O38WCHUm0b1CbQVH11I4lRDk6nQ4fHx/S0tIAcHNzk1W2bZzBYODixYu4ubnddDXlypDiRpQTK6ek7EKvZn68cFcYH/9xgim/7KdVkBdN/GXqu7AsAQEBAGUFjrB9Wq2W+vXrV7uQleJGlLP95NXiRpqJbd6LvZuyJymDbScu8dyCOFaM7YaHs/xKEJZDo9EQGBiIn59fhYZLCuvn5OSEVlv9jhn5TSbKXMkt4nByFgCdpbixeTqtho8ejaTfx9tIvJjLlF/28/GjkXLoX1gcnU5X7R4MYV+koViU2XH1qE1Tfw9Zot9O1PFw5tMRUThoNazce4Hvd5xRO5IQQlSbFDeiTOkpKRm5YF/ah9Zm8v3NAXhr1SHik66onEgIIapHihtRprSZWE5J2Z/R3Rpyf+sAivUKY37Yw5XcIrUjCSFElUlxIwBIyy7gRFoOGg10blRb7TjCzDQaDf95JJyGdd25kFnASz8lYJABm0IIKyXFjQBg+9WjNi0DvfBxc1I5jVCDp4sj/zeyLS6OWjYfu8inm06oHUkIIapEihsBXGsmlkvA7VuLQC/eHtQGgLkbjrHt+CWVEwkhROVJcSOAa/02XcKkuLF3j7QL5tEOISgKjFsUT3JmvtqRhBCiUqS4EVzIyOfM5Tx0Wg0dQqXfRsAbA1rRMtCL9Nwixi6Mp1hvUDuSEEJUmBQ3oqzfpk09bzxdHFVOIyyBi6OOeY+1xdPFgbgzV5j1+xG1IwkhRIVJcSNknpS4qQZ13Jk9JAKA/247xe/7k1VOJIQQFSPFjZ1TFEWaicUt3dcqgGd7NAJg0pJ9nLqUq3IiIYS4Mylu7FxSeh7nM/Jx1GloH1pL7TjCAk3q04yODWuTU1jC8wviyC/Sqx1JCCFuS4obO1fabxMZ4oObk8xRFTdy0Gn5dHgUdT2cOZKSzdTlB1AUWeBPCGG5pLixc9f6bWSelLg1Py8XPh4eiVYDS/ec4+fdZ9WOJIQQtyTFjR1TFKVsWKb024g76dK4LhPuawbAv1cc5MD5TJUTCSHEzUlxY8cSL+ZwMbsQZwctUfV91I4jrMDzPRtzT3M/ikoM/OuHPWTmF6sdSQghbiDFjR0r7bdp16AWLo46ldMIa6DVapg9NILgWq4kpecxcfFe6b8RQlgcKW7sWOkpqS6yvo2oBB83J/5vZFucdFrWH0rlyy0n1Y4khBDlSHFjpwwGpezIjSzeJyorPNiH6QNaAvCftUf562qhLIQQlkCKGzt1NDWbK3nFuDnpCA/2UTuOsEIjOtZncFQ99AaFsT/Gk5ZdoHYkIYQAVC5u5s2bR3h4OF5eXnh5eREdHc3vv/9+2+csXryY5s2b4+LiQps2bfjtt9/MlNa2lF4C3iG0No46qXFF5Wk0Gt4Z3Jqm/h5czC5k3I/xlMiATSGEBVD1XS04OJhZs2YRFxfH7t27ufvuuxk4cCAHDx686faxsbEMHz6c0aNHEx8fz6BBgxg0aBAHDhwwc3LrJ6ekhCm4OTkw77F2uDvp2HEynTnrj6kdSQgh0CgWdqlD7dq1ef/99xk9evQNnxs2bBi5ubmsWrWq7LHOnTsTGRnJ559/XqHXz8rKwtvbm8zMTLy8vEyW25roDQqRb64ju6CEX8d2Nd1pKUWBrPOg2PFf7zon8AxQO4XZrdx7gRd+jAfg4+FRtLXjpQVcHHXU9XBWO4YQNqcy798Ws96+Xq9n8eLF5ObmEh0dfdNttm/fzvjx48s91qdPH5YvX37L1y0sLKSwsLDs46ysLJPktWYHL2SSXVCCp4sDrYK8TffCS0fDgaWmez1r1e5JeHAuaDRqJzGb/hFBxJ25wvzY04y7WuTYs/cfCWdI+xC1Ywhht1Qvbvbv3090dDQFBQV4eHiwbNkyWrZsedNtU1JS8Pf3L/eYv78/KSkpt3z9mTNnMmPGDJNmtnalp6Q6NayDTmuiN+DMc3DgF+N9BxfTvKY1KimAuG8hoA10uPHooy177YEWXMwpZMOhVLWjqMagKBTrFf677RSPtAtGY0cFrhCWRPXiplmzZiQkJJCZmcmSJUt4/PHH2bx58y0LnMqaMmVKuaM9WVlZhITY919UsTXRb5PwI6BAaHd4YtUdN7dZf34M6/8NayZDUBTUa6t2IrNxctDy2Qj7+XpvJjO/mI7vbOBISjb7z2fKlYhCqET1y2ScnJwICwujXbt2zJw5k4iICD766KObbhsQEEBqavm/ClNTUwkIuHWPg7Ozc9nVWKU3e1asN7DrdDpgwnlSBgMkLDDej3rMNK9prbq8AM0fBH0R/Pw45KWrnUiYkberI31bG38fyXBRIdSjenHzdwaDoVyPzPWio6PZuHFjucfWr19/yx4dcaN95zLIK9JTy82R5gGepnnRM3/CldPg5AktBpjmNa2VRgMDP4NaDSEzCZY9Zyz+hN0YerXXZkXCBQqK9SqnEcI+qVrcTJkyhS1btnD69Gn279/PlClTiImJYeTIkQCMGjWKKVOmlG3/4osvsmbNGmbPns2RI0d444032L17N2PHjlXrS7A6pf02nRvVQWuqfpv4q0dt2jwMTm6meU1r5uoDQ78z9h4dXwvb5qidSJhRdKM6BNdyJbughLUHb90PKISoOaoWN2lpaYwaNYpmzZpxzz33sGvXLtauXcu9994LQFJSEsnJyWXbd+nShYULF/Lll18SERHBkiVLWL58Oa1bt1brS7A6pf02JpsnVZAJh1YY70eNMs1r2oLAcHjgA+P9Te/Ayc3q5hFmo9VqGNLOePTmp11yakoINVjcOjc1zZ7XuSko1hMxYx2FJQY2jO9BmJ8JTkvt/gZWvQy+LeBf2+3q8ucKWT7G2I/k7gvPbgWvQLUTCTM4dyWP7v/ZhKLA1lfuIqS2HNEUoroq8/5tcT03oubEJ2VQWGLA19OZxr4eJnrR6xqJpbC50QPvg39ryL0IS54EfbHaiYQZBNdyo1tYXQAWx51TOY0Q9keKGzuy/erk5uhGdUyz/kbqITgfB1oHCB9W/dezRU5uxv4bZy9I2g4bZc0le1G6iN+S3WfRG+zqALkQqpPixo7sMHW/TcIPxn+b9gUPX9O8pi2q09h4BRVA7CdweKW6eYRZ3NfSHy8XBy5kFhCbeEntOELYFSlu7ER+kZ74s1cAEy3eV1IEexcZ70f9o/qvZ+taDoDoq1f1Lf8XXE5UN4+ocS6OOgZF1QPg591yakoIc5Lixk7sPpNOsV4hyNuF+qZobjy+FvIugUcAhPWu/uvZg95vQEhnKMwyLvBXnK92IlHDSte8WXswhYy8IpXTCGE/pLixE9dGLtQ1Tb/Nnu+N/0YOB53qUzysg84RhnwLbnUhdT/8NkntRKKGta7nTctAL4pKDKxIuKB2HCHshhQ3dmK7KedJZSXDifXG+5F2Pm6hsryC4JH/gkYL8d9fu9pM2Kyh7YMBGccghDlJcWMHsguK2X8+EzBRcbP3R1AMUD8a6oZV//XsTaNecNdrxvurJ0DKflXjiJo1MLIeTjotBy9kceDq/4dCiJolxY0d2HU6Hb1BoUEdN+r5uFbvxRSl/No2omq6TYCwe6GkAH4eZVzpWdikWu5O3NvKH4AlsuaNEGYhxY0diD1hwkvAk3ZAeiI4ukPLQdV/PXul1cJDX4J3CKSfhBVjjIWjsEmljcXL4s/LME0hzECKGztQunhf50YmKG5Kj9q0HgzOJlrl2F651YYh/wOto3Htm+2fqZ1I1JBuYXUJ8nYhM7+YDYdT1Y4jhM2T4sbGZeQVcSg5CzCuTFwthdlwcJnxvgzJNI3gdtB3pvH++mlwZru6eUSN0Gk1PNLO2FgswzSFqHlS3Ni4HSfTURQI8/PAz8ulei92cBkU50KdJhDS0TQBBXR4Clo/AoreOH8q56LaiUQNeOTqpPBtJy5xPkPWOBKiJklxY+N2XDdPqtpkSGbN0Gig/0dQtxlkJ8PS0WCQvgxbU7+OG9GN6qAosFQai4WoUVLc2LjSmTbVbia+eAzO/gUaHUQ8aoJkohxnDxj2vbFR+9RmiJmpdiJRA4Z2MJ6aWhx3FoMM0xSixkhxY8MuZhdyLDUHgE7VPXKTcPWoTZP7wDOgmsnETfk2Mx7BAdjyPhxfr24eYXJ9WwXi6ezA2fR8dpy6rHYcIWyWFDc2rPSUVItAL2q7O1X9hfTFkPCj8b6sbVOzwocYe3AAfnkaMpLUzSNMytVJR//IIAAWyzBNIWqMFDc2bLup+m2Or4fcNHD3haZ9TJBM3FafdyGoLeRfMQ7YLClUO5EwoWFX17z5bX8ymfnFKqcRwjZJcWPDSudJVbvfprSROOJR4/BHUbMcnGHo/8DFBy7sgbWvq51ImFB4sDfN/D0pLDGwcq8M0xSiJkhxY6NSMgs4dSkXrQY6Nqpd9RfKToVja4z3ZUim+fjUh4e+Mt7f9RXsW6xuHmEyGo2GIVeHaS6WYZpC1AgpbmzU9pPGq6Ra1/PGy6UaR1v2/WRcfyW4A/g1N1E6USFN74Mek4z3V74IaUfUzSNMZnBUPRy0Gvaey+RISpbacYSwOVLc2KjSeVLVmgIuQzLV12sKNOxhXDzx51FQmKN2ImECdTyc6d3COExTGouFMD0pbmyUSZqJz+2GS0fBwRVaPWSiZKJStDp4+BvwDDT+LFa+KAM2bUTpmjfL4s9TVGJQOY0QtkWKGxt0Nj2Pc1fycdBq6BBajX6b+O+N/7YaBC5eJskmqsDDF4bMNy6geGAJ7Ppa7UTCBHo08cXfy5n03CI2yjBNIUxKihsbVHqVVESID+7ODlV7kaJcOPCL8X7UP0yUTFRZ/c5w75vG+2umwLk4dfOIanPQaXm4rfHozc/SWCyESUlxY4NMMnLh0AooyobajaBBFxMlE9USPQZa9AdDMSx+HPLS1U4kqmnI1TVvNh+7SEpmgcpphLAdUtzYGEVRTNNvU9pIHDlShmRaCo0GBn5mLDgzz8Ivz4BBejWsWcO67nQMrY1BgaV7pLFYCFOR4sbGnLqUS2pWIU4OWto2qFW1F7mcCGf+BI0WIoabNqCoHhdvGPodOLjAifWwbbbaiUQ1Xb/mjSLN4kKYhBQ3Nib2ar9N2/o+uDjqqvYiCT8Y/218D3jXM1EyYTIBbaDf1aJm07twMkbVOKJ6HmgTiLuTjtOX89h1+oracYSwCVLc2Jhrp6TqVu0FDHpIWGi8L2vbWK6ox4w3xQBLRkOWLONvrdydHXgw3DhM86dd0lgshClIcWNDFEVhR+k8qbAq9tuc2AjZyeBWB5o9YMJ0wuQe+AD820DeJVj8pHF6u7BKQztcG6aZXSA/RyGqS9XiZubMmXTo0AFPT0/8/PwYNGgQR48eve1z5s+fj0ajKXdzcXExU2LLdiw1h8u5Rbg66ogI9qnai5SubRM+DBycTJZN1ABHV+OATWcvOLsDNryhdiJRRW3r+9DY1538Yj2r9yWrHUcIq6dqcbN582bGjBnDjh07WL9+PcXFxdx3333k5ube9nleXl4kJyeX3c6cOWOmxJat9BLw9qG1cHKowo829xIc/d14X05JWYc6jWHQ/xnvb/8UDv2qbh5RJRqNhqFXLwuXNW+EqL4qrvBmGmvWrCn38fz58/Hz8yMuLo4ePXrc8nkajYaAgICajmd1Shfvq/I8qX0/G9dQCYoC/1YmTCZqVIv+0OUFiP0EVowx/uzqNFY7laikwW3r8Z+1R9mTlMGJtGzC/DzVjiSE1bKonpvMzEwAate+/ciAnJwcGjRoQEhICAMHDuTgwYO33LawsJCsrKxyN1ukNyjsuNpM3KVxFZqJZUimdbtnOtSPhsIs44DN4ny1E4lK8vN04a5mfoAM0xSiuiymuDEYDLz00kt07dqV1q1b33K7Zs2a8c0337BixQoWLFiAwWCgS5cunDt3818GM2fOxNvbu+wWEhJSU1+Cqg4nZ5FVUIKHswOtg6owB+pCPKQdNK6f0voR0wcUNUvnCI98C+6+kHoAVk9UO5GogqFX17xZuuc8xXpZoFGIqrKY4mbMmDEcOHCARYsW3Xa76OhoRo0aRWRkJD179uSXX37B19eXL7744qbbT5kyhczMzLLb2bO2eT679JRUx4a1cdBV4cda2kjcoj+4+pgumDAfr0B45Bvj4osJC2DP92onEpV0V3M/6no4cymnkE1H0tSOI4TVsojiZuzYsaxatYpNmzYRHBxcqec6OjoSFRXFiRMnbvp5Z2dnvLy8yt1sUbXmSRXlwf4lxvsyJNO6NewBd71uvP/bREjep24eUSmOOi0PtzUunPmznJoSospULW4URWHs2LEsW7aMP/74g4YNG1b6NfR6Pfv37ycwMLAGElqHYr2BnaeMQxQ7V2We1JFVxl4Nn/oQ2t3E6YTZdRsPTfpASYGx/yY/Q+1EohJKxzFsOppGWrYM0xSiKlQtbsaMGcOCBQtYuHAhnp6epKSkkJKSQn7+tWbIUaNGMWXKlLKP33zzTdatW8fJkyfZs2cPjz32GGfOnOGpp55S40uwCPvPZ5JbpMfb1ZGWgVU4MlV6SiryMdBaxME8UR1aLQz+HLzrw5VTxiuoZGaR1Qjz86RtfR/0BoVle86rHUcIq6TqO9m8efPIzMykV69eBAYGlt1++umnsm2SkpJITr62qNWVK1d4+umnadGiBQ888ABZWVnExsbSsmVLNb4Ei1Dab9O5UW202kpO8L5yGk5tATQQKUMybYZbbeMCfzon45G57Z+qnUhUwvVr3sgwTSEqT9V1biryP21MTEy5j+fOncvcuXNrKJF1Ki1uqnQJeOkcqUa9jKelhO2o1xb6zoTVE2D9dKjXDhp0UTuVqIB+4YHMWHmIxIu57EnKoF2DWmpHEsKqyDkIK1dYomf3GWO/TaUX7zPoIf7qBHBZ28Y2tR8NbYaCojfOn8qRK3CsgaeLI/3CjX2EP8swTSEqTYobK5eQlEFBsYG6Hk408fOo3JNPxkDWOXDxgeYP1kQ8oTaNBh6cC77NIScFlvzTWNQKi1d6amrVvgvkFpaonEYI6yLFjZXbfrK036YOGk0l+21KVyQOHwqOMnzUZjl7wNDvwNEdTm+FTe+qnUhUQIfQWoTWcSO3SM9v+2WYphCVIcWNlavyPKm8dGOjKcgpKXvg2wwGfGy8v/UDOLZW3TzijjQaDUOuHr2RcQxCVI4UN1asoFhPfFIGUIVm4v1LQF8EAW0gMML04YTlafMIdHzGeP+XZ+DKGXXziDt6uG0wWg3sPJ3OyYs5ascRwmpIcWPF4s5coUhvIMDLhdA6bpV7cunaNrIisX25723jVVMFGbD4cSgpVDuRuI0Abxd6NvUFYEmcHL0RoqKkuLFi149cqFS/TfJeSNlnXAOlzZAaSicskoMzDJkPrrWMw1LXTLnjU4S6ShuLl8Sdo0SGaQpRIVLcWLGyxfsq229T2kjcvJ9xsTdhX3zqw0NfAxrY/V/Y97PaicRt3NPCn9ruTqRlF7Ll+EW14whhFaS4sVI5hSXsPZcJVHJYZnHBtTczOSVlv5r0hh6TjPdXvghpR9TNI27JyUHL4KirwzR3yakpISpCihsrtet0OnqDQkhtV4JrVaLf5uhqY7+FV7BxVWJhv3pNNv43UJwHP/8DCrPVTiRuofTU1IbDqVzOkT4pIe5EihsrtaP0EvDKTgEvPSUVOQK0OhOnElZFq4OH/wueQXDpmPEIjswxskjNAjyJCPamxKCwLF6GaQpxJ1LcWKnYqsyTyjgLiZuM9yNH1EAqYXXc68KQb0HrAAeWwq6v1U4kbmGIDNMUosKkuLFCmXnFHLxg7Lep1OJ9e38EFAjtDrUb1kw4YX3qd4Z73zTeXzMFzu1WN4+4qf4RQTg7aDmWmlPWbyeEuDkpbqzQX6cuY1Cgka87/l4VHJtgMMjaNuLWOv8LWgwAQzH8/LhxBWthUbxdHXmgzdVhmrtlmKYQt1Pl4ub777+na9euBAUFceaMcaXTDz/8kBUrVpgsnLi50nlSleq3Ob0VMpLA2RtaDqihZMJqaTQw8DOo3dg4TPWXp40FsbAoQ9oHA7Ay4QL5RTIAVYhbqVJxM2/ePMaPH88DDzxARkYGer3xfzIfHx8+/PBDU+YTN7G9Kv02pY3EbR4GR9caSCWsnouXccCmgyuc2GCcQSUsSueGdQip7Up2YQlrDsowTSFupUrFzSeffMJXX33F66+/jk537Yqb9u3bs3//fpOFEze6nFPIkRTjJbudG1VwAb78DDj8q/G+DMkUtxPQGh6cY7y/6d1rDejCImi1Goa0u9pYLGveCHFLVSpuTp06RVRU1A2POzs7k5ubW+1Q4tZ2nDT2QjQP8KSOh3PFnnRgKZQUgF9LCGpbg+mETYgcAW1HAQosHQ2ZcumxJXm4XTAajfH0dNLlPLXjCGGRqlTcNGzYkISEhBseX7NmDS1atKhuJnEb208a50l1rky/TekpqajHjL0VQtzJ/f8xTozPuwxLngR9sdqJxFX1fFzpFmY8Jb04ThqLhbiZKhU348ePZ8yYMfz0008oisLOnTt55513mDJlCq+88oqpM4rrlPbbVPgS8NSDcGEPaB0hfFgNJhM2xdHV2H/j7A1n/4L109VOJK4zrMO1YZp6g6x5I8TfOVTlSU899RSurq5MnTqVvLw8RowYQVBQEB999BGPPvqoqTOKq1KzCki8mItGY2wsrJDSozbN7jcu2CZERdVuBIPnwaIRsOMzqN8JWg5UO5UA7m3pj4+bI8mZBWw7cYmeTX3VjiSERanypeAjR47k+PHj5OTkkJKSwrlz5xg9erQps4m/2XH1EvBWQV54uzne+QklRbB3kfG+rG0jqqJ5P+gyznh/+Ri4nKhuHgGAs4OOQZFXh2nKmjdC3KDKxU1JSQkbNmzg+++/x9XVeGnxhQsXyMnJMVk4UV7siUpeAn7sd8hPB89AaHx3DSYTNu2e6dCgKxRlw0//gCJpYrUEpWverD+YypXcIpXTCGFZqlTcnDlzhjZt2jBw4EDGjBnDxYsXAXjvvfeYOHGiSQOKayq9eF/pKamI4aCr0hlIIYz/7TzyDbj7QdpBWD1BBmxagFZB3rQK8qJIb2BFglzRJsT1qlTcvPjii7Rv354rV66UHbUBGDx4MBs3bjRZOHHNuSt5JKXnodNq6NCwAuvbZF0wLsQGsraNqD7PAHjkv6DRwt6F10Z5CFUNLRumKWveCHG9KhU3W7duZerUqTg5OZV7PDQ0lPPn5S+ImlB6lVR4sDcezhU4CrP3R1AMUL8L1Glcw+mEXWjYA+6eary/eiIk71U3j2BgZBBODloOJWdx4LwM0xSiVJWKG4PBUDZy4Xrnzp3D09Oz2qHEjcouAa/IKSlFKb+2jRCm0vVlaNoX9IXw8yjj6tdCNT5uTvRpFQBIY7EQ16tScXPfffeVmyGl0WjIyclh+vTpPPDAA6bKJq5SFKWs36ZCzcRnYiH9JDh5QKtBNRtO2BetFgbNA5/6cOU0LP+X9N+obOjVxuLl8ecpKJZhmkJAFYubDz74gD///JOWLVtSUFDAiBEjyk5Jvffee6bOaPfOXM4jObMAR52Gdg1q3fkJpUdtWj8ETu41G07YH7faMOR/oHOCo6sh9mO1E9m1Lo3rUs/HlayCEtYdSlU7jhAWoUrFTUhICHv37uX111/n5ZdfJioqilmzZhEfH4+fn5+pM9q92KunpKLq18LVSXf7jQuy4NBy431Z20bUlHpt4f6rf8hsmAGn/1Q3jx3TaTU83M549GaxnJoSAqjCCsXFxcU0b96cVatWMXLkSEaOHFkTucR1KnUJ+MFlUJwHdZtCcIcaTibsWrsnIWkH7PvJOH/q2a3g6a92Krs0pF0wH288zrYTlzh3JY/gWm5qRxJCVZU+cuPo6EhBQYFJdj5z5kw6dOiAp6cnfn5+DBo0iKNHj97xeYsXL6Z58+a4uLjQpk0bfvvtN5PksUSKopQ1E3epyDwpGZIpzEWjgQfngm8LyEk1ThDXl6idyi6F1HajS+M6KIpx3pQQ9q5Kp6XGjBnDe++9R0lJ9X6Rbd68mTFjxrBjxw7Wr19PcXEx9913H7m5ubd8TmxsLMOHD2f06NHEx8czaNAgBg0axIEDB6qVxVKdSMvhUk4hzg5aIuv73H7ji0fh3E7Q6CBcZnwJM3Byh2HfG5vXT2+FTe+onchulQ7TXLz7HAYZpinsnEZRKn+pQ+lifR4eHrRp0wZ39/JNq7/88kuVwly8eBE/Pz82b95Mjx49brrNsGHDyM3NZdWqVWWPde7cmcjISD7//PM77iMrKwtvb28yMzPx8vKqUk5z+l/saab/epBuYXVZ8FSn22+8birEfgLN+sHwheYJeB1FUSjQF+Dq4HrnjYVtObAUlvwTPWAY/CWODaLVTqQeB1fwMP8gy4JiPR3e2UB2QQk/PNWJrmEyKFfYlsq8f1dpTX4fHx8efvjhKoW7ncxM4yJUtWvfegXe7du3M378+HKP9enTh+XLl990+8LCQgoLC8s+zsrKqn5QMypb3+ZOp6T0xdcNyVRnbZsp26bwR9If/N89/0f7gPaqZBAqaf0wWae3MfrCb2TsfoNvV6YSXGLHlyUP/D+IMm8/ooujjoGRQSzYkcTPu89KcSPsWpWKm2+//dbUOTAYDLz00kt07dqV1q1b33K7lJQU/P3LNy36+/uTkpJy0+1nzpzJjBkzTJrVXAwGhR2njMVN5zs1Ex9fB7kXjfN/mtxrhnTlpeSm8NvJ31BQmLRlEov7L6auq/xytReKojDVtZgjzsZVy8f7+/F96hWcVc5ldgY9GIph+2cQOcLsfW9D24ewYEcSvx9I4c28YrzdHM26fyEshcVMUxwzZgwHDhxg27ZtJn3dKVOmlDvSk5WVRUhIiEn3UVMOp2SRkVeMu5OO8GDv229cNiTzUdCZ/xfaihMrUDCe4byUf4lJmyfx1X1f4aC1mP/ERA2af3A+m85txlHriJujG4fJ5L17xjAtepra0cwrPwNmNzMOGL0Qb7xk3oza1POmeYAnR1Ky+XXfBf7RuYFZ9y+EpahSQ3FUVBRt27a94dauXTu6du3K448/zqZNmyr8emPHjmXVqlVs2rSJ4ODg224bEBBAamr5hapSU1MJCAi46fbOzs54eXmVu1mL0lNSHRrWxlF3mx9VdiocW2u8r8IpKYNiYPmJ5QA83eZp3Bzc2J26m0/jPzV7FmF+u1N289GejwCY3HEy73V/Dw0aFh9bzMrElSqnMzNXH2jR33i/9A8OM9JoNAwpHaa5S9a8EfarSsVN3759OXnyJO7u7tx1113cddddeHh4kJiYSIcOHUhOTqZ3796sWLHitq+jKApjx45l2bJl/PHHHzRs2PCO+46Ojr5h8vj69euJjra9BsYKXwK+bxEoegjuCL7NzJCsvLjUOM7lnMPd0Z2n2jzFjK7G04D/PfBfYs7GmD2PMJ9L+ZeYtGUSekXPg40eZEjTIXSt15XnIp4D4K0db3H8ynGVU5pZ6R8Y+5dAcb7Zdz84qh6OOg37z2dy6IJ19RgKYSpVKm4uXbrEhAkT2Lp1K7Nnz2b27Nls2bKFiRMnkpuby7p165g6dSpvvfXWbV9nzJgxLFiwgIULF+Lp6UlKSgopKSnk51/7hTBq1CimTJlS9vGLL77ImjVrmD17NkeOHOGNN95g9+7djB07tipfisUq0RvYeSodgOhGt+ldURTY873xvkqNxMuOLwOgb2hf3Bzd6Bval5EtjM2Ur217jbPZ8hekLSoxlPDKlle4lH+JMJ8w/t3532iu9pg8G/4sXYK6kF+Sz/iY8eQW33p5B5sT2sM4e6swEw6vuvP2Jlbb3Yl7Wxr7EhfHyf97wj5Vqbj5+eefGT58+A2PP/roo/z8888ADB8+/I4L8s2bN4/MzEx69epFYGBg2e2nn34q2yYpKYnk5OSyj7t06cLChQv58ssviYiIYMmSJSxfvvy2TcjW6MCFLLILS/BycaBl0G1OpZ3dCZePg6ObcZaUmWUXZbP+zHoAHmpybf8T2k0g3Dec7KJsJsRMoFBfeKuXEFbqs4TP2JWyCzcHN+b0moOb47VVcXVaHTO7z8TfzZ/TWaeZHjudKqw6YZ20Woi8+odG/HeqRCg9NbU8/jyF9nzVmrBbVSpuXFxciI2NveHx2NhYXFxcAOPVT6X3b0VRlJvennjiibJtYmJimD9/frnnDRkyhKNHj1JYWMiBAwdschJ56SmpTo3qoNPe5oqL+KtHbVoNBmdPMyQr7/dTv1OgL6Cxd2Pa1G1T9rijzpHZPWfj4+zD4fTDvLdTBqraks1nN/P1/q8BmNFlBg29bzylXNulNh/0/AAHjQNrT69l4RHzr72kmsjhgAZObTFOTzezHk18CfBy4UpeMRsPp5l9/0KorUrFzQsvvMBzzz3Hiy++yIIFC1iwYAEvvvgizz//POPGjQNg7dq1REZGmjKrXYlNvATcYZ5UYY5xlhSodkqqtJF4cJPBZackSgW4B9h3c6mNOpd9jinbjKeKRzQfQd+GfW+5baRfJBPaTwDgg90fsPfiXrNkVJ1PfWjUy3g/wfxFnXGYZj0AfpZhmsIOVam4mTp1Kl999RU7d+5k3LhxjBs3jp07d/LVV1/x+uuvA/Dcc8+xcqW8mVVFUYmB3aevANAl7DbFzaEVUJQDtRtBffM3VB+/cpz9l/bjoHGgX6N+N92mS70uPB/xPABvbn+TY1eOmTOiMLFCfSHjY8aTXZRNeN1wJrafeMfnjGwxkvsa3EeJoYQJMRO4UnDFDEktQOkfHPE/GNe/MbMh7YynprYcu0hypvkbm4VQU5WKG4CRI0eyfft20tPTSU9PZ/v27YwYMaLs866urnc8LSVubt+5DPKL9dR2d6Kp321ONak8JLP0qE2P4B63XbDvmfBn6BLUhQJ9ARNiJthXc6mN+c/O/3A4/TA+zj580PMDHCuwppJGo2FGlxmEeoWSmpfK5K2T0avwZm92zR8EF2/IOgenNpt996F13enYsDYGBZbKME1hZ6pc3GRkZPD111/z2muvkZ5uvKpnz549nD9/3mTh7FVs6ciFRnXQ3qrf5tIJSIoFjRYibmzurmnF+mJWnTReCTK4yeDbbvv35tJpf06zn+ZSG7IycSU/H/sZDRpmdp9JoEdghZ/r4eTB7F6zcdG5EHshli/3fVmDSS2Eowu0GWq8r8KaNwDDSte8kWGaws5UqbjZt28fTZs25b333uP9998nIyMDMA7MvP6ybVE1pc3EnW+3vk3C1V+WYfeCV5AZUpW35dwW0gvSqetal271ut1x++ubS9edWWdfzaU24MSVE7y1w7i0w7MRz1boZ/53TWs15d/R/wZg3t55xJ6/8aIEm9P2H8Z/D6+CvHSz7/7+NgF4ODuQlJ7HztPm378QaqlScTN+/HieeOIJjh8/Xu7U0wMPPMCWLVtMFs4eFRTriUu62m9zq+JGXwIJPxrvq9RI/MsJ4+T3AY0HVHjEQqRfJBM7GHs0Ptj1AQlpCTUVT5hQbnEuL8e8TH5JPtGB0TwX/lyVX2tA4wE80vQRFBRe3foqKbk3nwlnMwIjIKAN6AuNi/qZmZuTA/0jjEfYpLFY2JMqFTe7du3i2WefveHxevXq3XKApaiYPUlXKCox4OfpTKO67jffKHEj5KSAWx1oeusrVWpKWl4a284bZ4ANChtUqeeOaD7C2FyqlDBx80TSC+SvSUumKArTY6dzOus0fm5+zOoxC51WV63XnNxxMi1qtyCjMIOJmydSrC82UVoLFXX16E3psg1mVrrmzW/7k8kusPHvtRBXVam4cXZ2JivrxmW9jx07hq+vb7VD2bPrRy78/dLqMqW/JMMfBQcnMyW75tfEXzEoBqL8om66vsnt/L25dMrWKfbRXGqlFh5ZyNrTa3HQODC752xqu9Su9ms665yZ3Ws2nk6e7L24lzlxc0yQ1IK1GQI6J0jZB8nmvxQ+KsSHMD8PCooNrNqXfOcnCGEDqlTcDBgwgDfffJPiYuNfARqNhqSkJF599VUefvhhkwa0N6XFTfStTknlXoKjvxvvq3BKSlGUa2vbhN2+kfhWPJw8mNNrjn01l1qhvRf38sHuDwCY0H4CkX6RJnvtEM8Q3un6DgALDi9g7em1Jntti+NWG5pfXSoh/gez716j0TC0vXEg8U8yTFPYiSoVN7NnzyYnJwdfX1/y8/Pp2bMnYWFheHp68s4775g6o93ILSwh4WwGcJt5UnsXgaEEgtqCf0vzhbsqPi2eM1lncHVw5b7Q+6r8Ok1qNWFa9DTAjppLrciVgitM3DyREkMJ9za4t2xWmCndVf8u/tn6nwBM+3MapzJPmXwfFqP0D5F9P0Fxgdl3PzgqGAethoSzGRxLzTb7/oUwtyoVN97e3qxfv57Vq1fz8ccfM3bsWH777Tc2b96Mu/st+kTEHe0+c4USg0I9H1dCarveuIGiXDslpdaQzBPGFZH7hPbB3bF6P+v+jfvbV3OpldAb9EzZOoWU3BRCvUJ5s8ubtz5FWk0vRL1Ae//25JXkMT5mPHnFeTWyH9U1ugu8gqEgA47+Zvbd+3o6c3dzPwAWS2OxsAOVLm4MBgPffPMNDz74IM8++yzz5s1j27ZtXLhwQdYuqabrT0nd9M3k/B64eAQcXKDNI2ZOZ7xqpvT0wfVDMqvj+ubSCZsn2H5zqRX4cv+X/HnhT1x0LszuNRsPJ48a25eD1oH3e75PXde6nMg4wds73rbN3yNaHUReXeRUpcbioVcbi3/Zc55ivUGVDEKYS6WKG0VRGDBgAE899RTnz5+nTZs2tGrVijNnzvDEE08weHDVejCE0far86RueQl46S/FlgONK5+a2drTa8kvySfUK5RI30iTvKazzpk5vebg6eTJvov7bL+51MLFXohlXsI8AP4d/W+a1mpa4/us61qX//T4D1qNlpUnV7L0+NIa36cqSoubxE2QYf6jJ72a+eLr6czl3CL+OCLDNIVtq1RxM3/+fLZs2cLGjRuJj4/nxx9/ZNGiRezdu5cNGzbwxx9/8N1339VUVpuWVVDM/vOZwC2aiYvy4MDVX/pqnZI6bjwlNShskElPUwR7BvNut3cBY3PpmtNrTPbaouJSclOYvGUyCgoPN3mYAY0HmG3fHQI6MC7KOHR35l8zOXT5kNn2bTa1G0Jod0CBvT+affcOOi0PtTUO05RTU8LWVaq4+fHHH3nttde46667bvjc3XffzeTJk/nhB/NfDWALdp5Mx6BAw7ruBHrfpN/m8EoozAKfBtCg8qvDVtfJzJMkXExAp9HVyJter5BejG49GoDpf0637eZSC1SsL2bi5olcKbxCi9otmNLJ/CuNP9n6SXqF9KLIUMT4mPFkFmaaPUONK1vzZgEYzH9qqHSY5qajF0nLMn9jsxDmUqniZt++ffTte+tF4+6//3727jX/Og62YPvJqyMXGt3hlFTUY6Ct8kiwKiu9/LtbvW74utXMWkZjo8baR3OpBZoTN4e9F/fi6ejJ7F6zcdY5mz2DVqPl7a5vU8+jHudzzjN121QMio31hrToD85ekHEGzmwz++7D/Dxo36AWeoPC0j0yB1DYrkq9S6anp+Pv73/Lz/v7+3PlypVqh7JHsbdb3yb9JJzeCmjUGZJpKObXE78CVV/bpiLsprnUwqw7vY4Fh42zyt7p9g4hniGqZfF29mZOrzk4aZ2IORfDtwe+VS1LjXByg9ZX1wJTaZhmaWPx4t1n5f8vYbMqVdzo9XocHG49R0in01FSUlLtUPbmSm4Rh5ONKz5H3+zITcLVIZON7wYf87/xbDu3jcsFl6ntUpseIT1qdF91Xevyfo/30Wl0rDy5kiXHzT+Px56czjzNtFjjekP/bP1P7qp/4ylnc2tZp2XZabGP4z9mV8oulROZWOkwzUMrID/D7Lt/IDwQNycdJy/lEndG/hgVtqliEw+vUhSFJ554Amfnmx+yLiwsNEkoe7Pj6impJn4e+Hr+7Xtr0F8rblRe26Z/o/44ah1rfH/tA9ozru045sbNZeZfM2lZpyWt6rSq8f3am/ySfF6OeZnc4lza+bfjhagX1I5U5uEmDxOfFs+vib8yafMkFvdfXGOnQ80uqC34tYS0Q8aLBDqMNuvuPZwd6NcmkMVx5/h591nah1Z/pIYQlqZSR24ef/xx/Pz88Pb2vunNz8+PUaNG1VRWm1Xab3PTS8BPboKs8+Ba69oS7mZ0Kf8SW84ZJ71XdkhmdTzZythcWmwoZkLMBNtsLlWRoii8veNtTmScoI5LHd7v8X6Fp7ubg0ajYWrnqYT5hHG54DKTtkyixGAjR4U1mmt/qKh1aqqD8Qjwqn3J5BbayPdViOtU6rfZt9/a2PlvC3HbeVKlv/zaDAUH8zd5rkpchV7RE143nLBaYWbbr0aj4Z1u7zB05VDO55zn9W2v8/HdH6PVmL+Z2hYtPb6UXxN/RavR8n7P9y3yqIirgytze83l0dWPEpcaxyfxn/Byu5fVjmUa4cNg/TS4sAdSD4K/eY9Mtm9Qi0Z13Tl5KZfV+5LLih0hbIW8U6gsLbuA42k5aDTQqeHfipu8dDiy2nhfpSGZpaekBjUZZPb9ezl5lTWXbj632faaS1Vy6PIhZv41E4BxUePoENBB5US3FuodyowuMwD45sA3bErapHIiE3GvC83uN95XaZjmkKuNxT/LmjfCBklxo7IdJ9MBaBHgRS13p/Kf3Pcz6IsgIBwCw82ebd+lfZzMPImLzoW+obdeAqAm2XxzqZllFmYyPmY8RYYiegX34snWT6od6Y76hPbhsRbG4v71ba9zNttG3oxL17zZtwhKisy++4fb1kOn1bD7zBUSL+aYff9C1CQpblR2y5EL1w/JbKtOH1PpisT3hd6Hp5OnKhmAstVyDYqBSZsncTHvompZrJlBMTD1z6mczzlPPY96vN3tbas5zTe+3XgifCPILs5mQswECvU2cPFC43vAMxDyLsOx382+ez8vF3o1NZ6OXLz7nNn3L0RNso7fbDbslv02yXsh9QDonK+ti2FGecV5ZWMQzNlIfDOlzaVNajWxveZSM5p/cD4xZ2Nw0joxp9ccvJ3NP5+sqhx1jnzQ8wNqOdficPphZu2cpXak6tM5XFu3SqXG4tJTU0v3nKNEhmkKGyLFjYouZORz+nIeWg10aPi3yzFLf9m1eBDczH+p5voz68ktziXEM4T2/u3Nvv+/c3VwZU7PObg7uhOXGsfH8R+rHcmq7ErZxcd7jN+zyZ0m07JOS5UTVV6AewCzus9Cg4Ylx5bwa+KvakeqvtJeuhMbIOuC2Xd/d3M/6rg7cTG7kM3H5IiosB1S3Kio9KhNm2AfvFyuWz+muAD2/2y8r/LaNqYeklkdod6hvNnlTQC+PfAtfyT9oXIi63Ap/xKvbHkFvaKnf6P+PNLkEbUjVVmXel14PuJ5AN7a/hbHrhxTOVE11WkM9buAYlBlmKaTg5bBUcZhmj/tspFeJiGQ4kZVpevb3LAq8ZFVUJAJ3iHQsKfZc53JOkNcahwaNGadDF0R94XeV9ZcOnXbVNtpLq0hJYYSJm2exKX8S4T5hDG181SLKVar6tmIZ+ka1JUCfQHjY8aTU2TlzbDXr3mjwjiE0svA/ziSxsVsG+hlEgIpblSjKErZkZsbmolLG4kjR4BWZ+ZksOLECsD4V3KAe4DZ938nNtlcWkM+jf+U3am7cXNwY06vObg5uqkdqdq0Gi0zu8/E382fM1lnmB473bpnJLUcCE4exhlySdvNvvum/p5EhvhQYlBYHi/DNIVtkOJGJWfT8zmfkY+jTkP70FrXPnHlDJzcbLwfOcLsufQGfVlx81DYQ2bff0X8vbm0dM0WUV7M2Rj+e+C/ALzZ9U0aejdUN5AJ1XKpxexes3HQOrDuzDp+OGz+tWJMxtkDWl0dSLvne1UiDL1uzRurLhSFuEqKG5XEXr0EPDLEBzen6xaK3vsjoBhPR9UKNXuuPy/8SVp+Gj7OPvQK6WX2/VdUgHsAs3oYm0uXHl9aVpAJo7PZZ3lt22sAPNbiMfqE9lE5kelF+EYwsf1EAGbvnk1CWoK6gaqjdLmHQ8uhIMvsu38wIhAXRy3H03JIOJth9v0LYWqqFjdbtmyhf//+BAUFodFoWL58+W23j4mJQaPR3HBLSUkxT2ATumm/jcFwbbXS0gW+zGz5ieUAPNjoQZx0TrffWGVdgrrwfKSxufTtHW9bf3OpiRTqC5kQM4HsomzCfcMZ32682pFqzIjmI+gT2ocSpYSJmyeSXpCudqSqCe4AdZtCcR4cXGb23Xu5OPJA60AAfpY1b4QNULW4yc3NJSIigs8++6xSzzt69CjJycllNz8/vxpKWDMURSG2bH2butc+cXoLZCaBs7fxEnAzSy9IZ9NZ4/L2aq9tU1HPhttYc6kJvLfzPQ6nH6aWcy1m95yNo67mJ7mrRaPRMKPLDEK9QknNS2XylsnoDXq1Y1WeBQzTLF3zZuXeC+QXWeH3UIjrqFrc3H///bz99tsMHjy4Us/z8/MjICCg7KbVWtfZtcSLuVzMLsTJQUtUfZ9rnygbkvkIOLqaPdfqk6spMZTQsk5LmtVuZvb9V0Vpc2mAewBnss4wLXaaXfcMrExcyeJji9GgYVb3WRbZEG5q7o7uzO01F1cHV7Ynb+eLfV+oHalqwh8FjQ7O7YSLR82++04Na1O/ths5hSX8tj/Z7PsXwpSsqyq4KjIyksDAQO69917+/PPP225bWFhIVlZWuZvaSkcutKtfCxfHq1dD5V+BQ1cXJVN5SObgsMoVm2qr5VKLD3p+gIPWgfVn1lt3c2k1HLtyjDe3G9cBej7iebrU66JyIvMJqxXGvzv/G4DP937On+dv/3vBInn6Q9OrvVEqHL3RajUMbR8MyDBNYf2sqrgJDAzk888/Z+nSpSxdupSQkBB69erFnj17bvmcmTNn4u3tXXYLCQkxY+KbK+23KXcJ+P4loC8Ev1YQFGX2TIcuH+L4leM465x5oNEDZt9/ddlUc2kV5BbnMiFmAgX6AroEdeGZ8GfUjmR2/Rv3Z0jTISgoTN46meQcKzz6UPqHzd5FoC82++4fbheMRgN/nUrn9KVcs+9fCFOxquKmWbNmPPvss7Rr144uXbrwzTff0KVLF+bOnXvL50yZMoXMzMyy29mz6v5FYjAoZZPAy82TKv1Lre0/jOffzeyX478AcE/9e/By8jL7/k1hRPMR9A3tS4lSwoTNE6y3ubSSFEVheux0Tmedxt/Nn1ndZ6FTYX0kS/Bqx1dpWaclGYUZTNw8kWIVCoRqaXIfuPtBbhocX2f23Qd6u9KjiXGY5pI4aSwW1suqipub6dixIydOnLjl552dnfHy8ip3U9PR1GzSc4twc9IRHuxjfDBlPyQngNYR2gw1e6b8knx+O/UbAIObWNcpqetpNBre6PIGoV6hpOWlWW9zaSUtPLKQtafX4qBxYHav2dRyqXXnJ9koZ50zs3vOxtPJk32X9jE7brbakSpH5wgRjxrvq9RYXLrmzZK4c+gN9tu/Jqyb1Rc3CQkJBAYGqh2jwkpXJW4fWhsnh6vf/tLLv5s/AO51bvHMmrMxaSM5xTkEuQfRMaCj2fdvSn9vLv183+dqR6pRCWkJfLDrAwAmdphIhG+EyonUF+wZzMxuxoUdfzj8A2tOrVE5USWVnpo6thayU82++94t/fBxcyQlq4Ctx2WYprBOqhY3OTk5JCQkkJCQAMCpU6dISEggKSkJMJ5SGjVqVNn2H374IStWrODEiRMcOHCAl156iT/++IMxY8aoEb9KYv8+cqGkEPb9ZLyv1to2x5cDxsu/tRqrr3cJqxXGtOhpAHyx9wu2nd+mcqKacaXgChM3T6REKaFPaB9GNDf/itaWqmdIT55q8xQA02OnczLzpMqJKsG3GQR3BEUP+xaZfffODjoGRRqHaUpjsbBWqr6T7d69m6ioKKKijA2048ePJyoqimnTjG9MycnJZYUOQFFRERMmTKBNmzb07NmTvXv3smHDBu655x5V8leW3qDw16m/Ld539HfITwfPIGh8t9kzncs+x18pf6FBw8CwgWbff015sNGDDG06FAWFKVunWGdz6W3oDXomb51Mal4qoV6hzOgyw+oHYpramMgxdAjoQF5JHhNiJpBXnKd2pIpTe5jm1VNT6w+lkp5bZPb9C1FdqhY3vXr1QlGUG27z588HYP78+cTExJRt/8orr3DixAny8/O5fPkymzZt4q677lInfBUcvJBJdkEJns4OtAq62vtTNiRzuDpDMhONYws6BXYiyCPI7PuvSa90fMW6m0tv48t9XxJ7IRYXnQtzes3B3dFd7UgWx0HrwH96/Ie6rnU5kXGCt3a8ZT1rILUaDI5ucOkYnNtl9t23DPKiTT1vivUyTFNYJ+s/B2FFSvttOjWqjYNOC5nn4MRG4ycjR5o9j96gLxu38FATyxySWR3OOmfm9JqDl5MX+y7t44PdH6gdySRiz8cyb+88AKZFT6NJrSYqJ7JcdV3r8n6P99FpdKw6uYrFxxarHaliXLyuG6b5nSoRrl/zxmqKQiGukuLGjEr7bTqXnpIqHZLZoBvUaWz2PH8l/0VKbgqeTp7cXd/8p8TMoZ5HPd7t9i5gvKrI6ppL/yYlN4VXt76KgsKQpkPo37i/2pEsXvuA9rzY9kUAZu2cxcHLB1VOVEGlp6YOLoNC848VGRBRDycHLUdSsjlwXv3FT4WoDCluzKRYb2DXaeO6K10a1706JPPqpZ4qrEgMlK1I3K9hP5x1zqpkMAerbi69TrG+mAmbJ5BRmEGL2i14teOrakeyGk+0eoK7Qu6i2FDMhJgJZBZmqh3pzupHQ+1GUJQDh8w/9d7bzZG+rYzjO6SxWFgbKW7MZN+5TPKK9NRyc6R5gCckxcKV0+DkCS0HmD1PZmEmG5OMp8SseW2bihoTOYaOAR3JK8lj/Kbx1tVcetWcuDnsu7gPTydP5vSaY9MFqalpNBre7vY2wR7BnM85z+vbXsegGNSOdXsWMEyztLF4ecJ5Coptf80oYTukuDGT0nlSnRvVQavVXPtl1fohcDJ/M+jqk6spNhTTrFYzWtRuYfb9m5uD1oH3eryHr6sviZmJvLnjTavqI1hzeg0LDhv/m3m327sEewarnMj6eDl5MafXHJy0Tmw+t5lvDnyjdqQ7ixgOGq3xj6FLt16stKZ0aVyHej6uZBeUsPZgitn3L0RVSXFjJqXzpKIb14GCTDi43PgJtda2udpIPLjJYLu5hLiua13+0+M/6DQ6Vp9cbTXNpacyTzH9z+kAjG49ml4hvdQNZMVa1GnBa51eA+CT+E/YlWL+K5EqxSsIwnob7yeYfyCsVqthiAzTFFZIihszKCzRs/v0FeDq4n0HfoGSfKjbDILbmz3P4cuHOZx+GEetI/0a9jP7/tV0Q3PpJctuLs0rzmN8zHjySvLoENCBsVFj1Y5k9R5q8hADGg/AoBiYtHkSF/MsfBXe0lNTCQtBX2L23T9ydZjmnycuczbd+k7nCvskxY0ZxCdlUFhiwNfTmca+HqoPySxtJL67/t34uPiYff9qe6LVE9wdcjfFhmLGx4y32OZSRVF4e8fbnMg4UXbUyUHroHYsq6fRaJjaeSpNajXhcsFl4yrPBvMXDRXW9H5wqwM5KZC40ey7D67lRtfGdQEZpimshxQ3ZnD9JeCai0fg/G7QOkD4MLNnKdQXsvrkagAGh9l+I/HNaDQa3ur2FsEewVzIvWCxzaVLji9h5cmV6DQ63u/xPnVd66odyWa4Orgyp6dx8cM9aXv4OP5jtSPdmoMThJcO0/xelQilp6aWxJ3DIMM0hRWQ4sYMdlw/T6r0qE3TvuDhZ/Ysm5I2kVWUhb+bP50DO5t9/5bC0ptLD14+yMy/jMMfx7UdR/sA85++tHWh3qG82eVNAL498C1/JP2hcqLbKD01dfR3yL1k9t33aRWAl4sD5zPy+TPR/PsXorKkuKlh+UV64s8a+22iG3jB3quD8FRe22Zg2EB0Kox7sCQt6rTg9c6vA8bm0p3JO1VOZJRZmMmEmAkUG4q5K+Qunmz1pNqRbNZ9offxj5bGpv6p26ZyNstCm2b9W0JQWzCUXBu0a0YujjoGlg3TlFNTwvJJcVPDdp9Jp1ivEOTtQoP0rZB3CTz8Iexes2dJzklm+4XtgHECuDCemhvYeKCxuXTLJNLy0lTNY1AMTN02lfM556nnUY+3u71tN1ezqeXldi8T6RtJdnE24zePp6CkQO1IN1f6B9Ge71UZpjmsg3HNm7UHU8jIk2GawrJJcVPDSudJdW5cB03pKamIR0Fn/sbQFYkrUFDoGNCREM8Qs+/fEmk0Gl7v/DpNazUlvSCdSZsnUWxQb8Dmtwe+JeZcDE5aJ+b2mouXk5dqWeyFo9aR93u+Ty3nWhxJP8KsnbPUjnRzrR8GBxe4eBjO7zH77lsFedEi0IuiEgO/7r1g9v0LURlS3NSw0mbiu+sZ4Pg644OR5j8lZVAMZWvbyFGb8lwdXMsma+9J28Mnez5RJceulF1lja2vdXqNFnVsf3FFSxHgHsB7Pd5Dg4alx5eW/b9iUVx9oOVA430VGos1Gk25YZpCWDIpbmpQdkEx+88bLzPunrcBFAOEdAbfpmbPsitlF+dzzuPh6EHvBr3Nvn9L18CrAW91fQuAbw9+Wzaawlwu5l1k0uZJGBQDAxoPsMkp7ZYuOiiaf0X+C4B3drzD0fSjKie6idJTUweWQpH515wZFFkPJ52WA+ezOHjBMpdQEAKkuKlRu06nozco1K/liveRq02AKjcS39/wflwdXFXJYOnubXBvWXPpv7f922zNpSWGEiZtmcTlgss0qdWEqZ2nSp+NSp4Jf4au9bpSoC9gwuYJZBdlqx2pvAbdwKcBFGbB4ZVm330tdyfubekPwGJpLBYWTIqbGlTabzM88AJcPgGO7tBqkNlzZBVlseHMBsB+17apKDWaSz+J/4S41DjcHd2Z03OOFJ8q0mq0zOo2iwD3AM5knWF67HTLmkGm1V43TFPdNW+WJ5ynsESGaQrLJMVNDSrtt3mg5OopjlaDwdnT7DnWnFpDob6QMJ8wWtdtbfb9WxNHrSMf9PyA2i61zdJcuilpU9kaO292eZNQ79Aa3Z+4Mx8XH2b3nI2D1oH1Z9aXDSy1GBHDAQ2c3grpp8y+++5NfAn0diEjr5j1h1LNvn8hKkKKmxqSkVfEoeQs3MknJHmN8UG1TkkdN56SGhxmP0Myq8Pf3Z9Z3WfVeHPp2eyzvL7NuM7OYy0e477Q+2pkP6Lywn3DmdR+EgBzds8hPi1e5UTX8QmBxncZ76swTFOn1fBIu9LGYjk1JSyTFDc15K9T6SgKPOGTgLY4D+qEQX3zrwh87MoxDlw+gIPGgQcbP2j2/Vur6KBoxkSOAeDtHW+bvLm0UF/IhJgJZBdnE+kbyfj24036+qL6hjcfzv2h91OilDBx80Qu519WO9I1UcbeMBIWgsH8p4ZKi5utxy9yISPf7PsX4k6kuKkhpf02Q3WbjQ9EPabOkMyrR216hfSitktts+/fmj0d/jTd6nWjUF/I+JjxJm0unbVzFofTD1PLuRbv93wfR62jyV5bmIZGo2F6l+k09G5IWl4ak7dORq9CIXFTzfuBay3IOg8nN5l99w3quNO5UW0UBZbKME1hgaS4qSHbEy/TSHOBBrn7QKO7ep7cvIr1xaw6uQqAwU2kkbiytBotM7vNJMA9gKTsJKb9Oc0kzaW/Jv7KkmNL0KBhVg9j86qwTNc3ee9I3sHn+z5XO5KRgzO0GWq8H69OT9DQ9saFQBfLME1hgaS4qQGXcgo5mprNkNKjNk3uBU/zv4HFnIshozADX1dfugR1Mfv+bYGPiw9zes7BQevAhqQNfH+oeleoHLtyjLe2G9fTeT7yefm5WIGwWmFMi54GwBd7v2Db+W0qJ7qqtIfvyGrISzf77u9vHYiHswNJ6XnsOGVBp+yEQIqbGrHj5GV06BnmePWXoMqNxAMaD8BBa/5xD7aijW8bXunwCgBz4+ZWubk0pyiH8THjKdAX0DWoK8+GP2vKmKIGPdjoQYY1G4aCwuStk0nOSVY7EgSGQ0A46Itg/2Kz797VSUf/iCBA1rwRlkeKmxoQm3iZXtoEaitXwK0uNOlj9gypuan8eeFPQE5JmcKjzR691lwaU/nmUkVRmBY7jTNZZwhwD2Bm95loNfK/nzV5pcMrtKrTyji1ffMEivXqzSArU9pYrNKaN6XDNH/bn0xWgQV8P4S4Sn671oAdiZevNRJHPAoOTmbPsPLkSgyKgbZ+bWng1cDs+7c1Go2GN7q8YWwuzU/j1a2vVqq59IfDP7D+zHoctA7M7jmbWi61ajCtqAlOOidm95qNl5MX+y/t5/3d76sdCdo8AjpnSNkPFxLMvvuIYG+a+ntQWGJgpQzTFBZEihsTS8ksIOvSBe7WXj11ocIpKUVRrq1tI0dtTMbN0Y25vebi6uDKX8l/MW/vvAo9LyEtgdm7ZwMwqf0kwn3DazKmqEH1POoxs/tMAH488iO/n/pd3UButaHF1SUeVGgsNg7TNB69kTVvhCWR4sbEtp+8xCDdNhw1eqjXHvzMP9k5LjWOpOwk3BzcuK+BLAxnSo19GjM9ejoAX+z7gq3ntt52+/SCdCZunkiJUkLf0L4Mb27+q+aEafUI7sHTbZ4GYHrsdE5mnFQ3UOkfUPt/huKaHxfyd4Oi6uGg1bD3bAZHUyxsFpewW1LcmNj2E5cYqosxfqDykMy+Dfvi5uimSgZb1q9RP4Y1GwbAlG1TuJBz88PxeoOeyVsmk5qXSkPvhrzR5Q1ZIdpG/CvyX3QM6Eh+ST7jY8aTV2z+Cd1lGvYE7xAoyIQjq8y++7oeztzTwg+An3ebZ9isEHcixY2JZZzYQVPtefQ6F2j9kNn3n1OUw/oz6wEZklmTrm8unbh5IkX6ohu2+WLfF2xP3o6rgytzes7B3dFdhaSiJjhoHXivx3v4uvqSmJnImzveVG/AplYHkSOM91Ve82ZZ/HmKSgyqZBDielLcmNDZ9Dx65a4FwNBiALh4mz3D2tNryS/JJ9QrlAjfCLPv3178vbn0g90flPv8n+f/5PO9xgXfpkVPI6xWmBoxRQ2q61qX93u+j06jY/XJ1Sw+Zv7LscuUFjcnYyAjyey779nUFz9PZ9Jzi/jjiAzTFOpTtbjZsmUL/fv3JygoCI1Gw/Lly+/4nJiYGNq2bYuzszNhYWHMnz+/xnNW1M6jZ+mv2w6AY7tRqmQoPSX1UJOH5BRIDbtVc2lyTjKTt05GQWFo06E82Ehmetmqdv7teKntS4BxpMbBSwfVCVIrFBr2ABTjvCkzc9BpeViGaQoLompxk5ubS0REBJ999lmFtj916hT9+vXjrrvuIiEhgZdeeomnnnqKtWvX1nDSiinYtwxPTT4ZzvWgQVez7/9kxkn2XtyLTqOjf+P+Zt+/Pfp7c+nR9KNM3DyRjMIMWtVpxasdX1U5oahpj7d6nLtD7qbYUMz4mPFkFmaqEyTq6h9U8T+AwfynhoZcLW5ijqaRmmX+xmYhrqfqsrX3338/999/f4W3//zzz2nYsCGzZxsvq23RogXbtm1j7ty59Olj/oXyrqcoCs1TfgUgs/kwfLTmrxtLj9p0D+5OXde6Zt+/vRoTOYZ9F/fxV8pfjFg9giJDEV5OXszuNRsnnfnXOBLmpdFoeKvbWxxfdZyz2Wd5bdtrvN7pdfMHqd8O3Hwg9zwcWQ71O5t19y6uENnQwN6zmczbtpv+EYFm3b8lqedVmwBPWctKTVa1Jv/27dvp3bt3ucf69OnDSy+9dMvnFBYWUlhYWPZxVlZWjWQ7e+IA7ZSDGBQN/j2erJF93E6xoZhfE43FlTQSm5dOq2NWj1kMXTmUi/kXAZjZfSb1POqpnEyYi5eTF3N6zeGx3x5jy7ktbDm3RZ0g/l6AF+yaDrtU2L8LeDSBpRdh6QYV9m8hFIMTo5tO5eWu8rtYLVZV3KSkpODv71/uMX9/f7KyssjPz8fV1fWG58ycOZMZM2bUeLbMC8e4hA9nXcKIqlO/xvf3d1vPbSW9IJ3aLrXpHtzd7Pu3d3Vd6zKn1xxmbJ/B4LDB9AjuoXYkYWbNazfn7W5vM+uvWeQU56gTQjFASSGgAUdn479mVlRiwKDWlWMWQUGjLeKbo+8SHdKSzvWbqR3ILllVcVMVU6ZMYfz48WUfZ2VlERISYvL9tOn5MEq3ATheTjH5a1dE6SmpAY0H4Kh1VCWDvYv0i2TZwGVqxxAq6hval76hfdULoCgwryukHYR+s6HDU+plsVN5xYX0/H4YBbpE/rX+Jf4YsQQfV1kGwtys6lLwgIAAUlPLX2aYmpqKl5fXTY/aADg7O+Pl5VXuVlM0Oke8/UxfON3JpfxLZSvlyikpIeyYRnNt8dA96gzTtHdujs58+8DHoPeg2OEcI36ZrHYku2RVxU10dDQbN24s99j69euJjo5WKZFlWJm4Er2iJ8I3gkY+jdSOI4RQU/gw0DpCcoJxoKYwu9YB9RnX5g0URcPZkhheX/+N2pHsjqrFTU5ODgkJCSQkJADGS70TEhJISjIuQjVlyhRGjbq2Xsxzzz3HyZMneeWVVzhy5Aj/93//x88//8zLL7+sRnyLoCgKvxz/BZCjNkIIwL0ONH/AeD/+B3Wz2LGnO/ShvbdxTMuKc5+w5tgelRPZF1WLm927dxMVFUVUVBQA48ePJyoqimnTpgGQnJxcVugANGzYkNWrV7N+/XoiIiKYPXs2X3/9teqXgatp78W9nM46jauDK31C7ff7IIS4TtQ/jP/u++lqg7FQw9cDJuOltEGjLeHVrRO5kJWudiS7oVFUG4iijqysLLy9vcnMzKzR/htzmR47nV+O/8KAxgN4p9s7ascRQlgCgx7mtobsCzDkf9BqkNqJ7Nbp9DQGLHsYxSGDOrTnj3/8F60K66DZgsq8f8t32IrlFeex5tQaQE5JCSGuo9VB5HDjfZWGaQqj0Np+TO/8Hoqi4zK7Gbv6I7Uj2QUpbqzYujPryCvJo75nfdr5t1M7jhDCkkSONP6buBEyz6ubxc493KoLvf2NY1q2XJ7Pj3s3q5zI9klxY8WWHTeuqTK4yWAZkimEKK9OY+OMO8UAe80/TFOUN6fP8/hpO6PRGJgZ9zrHLyWrHcmmSXFjpU5nnmZP2h60Gi39G8mQTCHETZQ2FscvUGWYprhGq9WycPAH6Er8UXSZjFr5IkUlJWrHsllS3Fip5SeWA9A1qCv+7v6331gIYZ9aDgAnT7hyGpJi1U5j9/w9vPmg52wUgyM52sP8c4VcBFJTpLixQiWGkmtDMptII7EQ4hac3KH1Q8b70lhsEXqHRTA01DgSaG/OEj7bsVLlRLZJihsrFHshlov5F6nlXItewb3UjiOEsGSlp6YOLoeCLFWjCKNpdz1GqFNvAD4/9DbxF06pnMj2SHFjhUobiR9s/CCOOhmSKYS4jeD2ULcZlOTDwV/UTiOuWvjQuzjpG4Auj6fXjCO7MF/tSDZFihsrk16QTszZGEDWthFCVIAM07RIns6ufHHfh6B3pVB3msd+map2JJsixY2VWZm4khKlhNZ1WtOkVhO14wghrEHEo6B1gPO7Ie2w2mnEVe2Dw3imxesAnCxax9sxcsm+qUhxY0UURSm3to0QQlSIhx807Wu8L43FFuWF6IG0cTf+Pl90ajabTsokd1OQ4saKHLh0gMTMRJx1zvRt2FftOEIIa1J6amrvItAXq5tFlDN/0DTcDc3RaIt4edN4LuZI43d1SXFjRZadMB616d2gN15O1j/0UwhhRmH3goc/5F2CY2vVTiOu4+TgwP8e/Aj0XugdUhixbBIGWXSxWqS4sRL5Jfn8fup3AB4Ke0jlNEIIq6NzMPbegJyaskDNfIN4te3bKIqWFEMsE9d+oXYkqybFjZXYcGYDOcU51POoR/uA9mrHEUJYo8irp6aOr4PsFHWziBs8FnkX3es8DsC6lC/45eB2lRNZLylurETpuIVBYYPQauTHJoSoAt+mENIZFD3s/VHtNOImPuv3ErVoi0ar540dk0nKuKh2JKsk75JW4GzWWXam7ESDhoGNB6odRwhhzUobi+MXgKKom0XcQKvVsnDQXLQldVEc0hmx/EVK9Hq1Y1kdKW6swPLE5QBEB0UT6BGobhghhHVrNQgc3eHyCTj7l9ppxE0Ee9fm3W7voxgcyNTs59mV76sdyepIcWPh9AY9K06sAGRFYiGECTh7Qqurv0viZcViS9WvWXsG1BsLwF8ZC/lm9zqVE1kXKW4s3I7kHaTmpeLt7M3d9e9WO44QwhaUnpo6sAwKc9TNIm7p3ftGU0/XA41GYe6+6RxMPat2JKshxY2FK13bpl/DfjjpnFROI4SwCfU7Q50wKM6Fg8vUTiNu48eH3sOhpB7ocnhy9TjyigvVjmQVpLixYBkFGfyR9Acg4xaEECZ0/TBNWfPGotVy8+DT3nPB4EK+7gSPL5uhdiSrIMWNBVt9ajXFhmJa1G5B89rN1Y4jhLAlEcNBo4OzO+DScbXTiNvo2qAFo8JeAeBI/kre37pE5USWT4obC6UoCr8c/wUwrm0jhBAm5RkATe413pejNxZvUvchNHXpB8B3J94j9swRlRNZNiluLNTh9MMcu3IMR60j/Rr1UzuOEMIWlQ3T/BH0JepmEXf0/UMzcNU3Bm0BYze+TEZ+rtqRLJYUNxZq2XFjk9899e/B29lb5TRCCJvUpA+41YWcVDixQe004g7cHJ355oGPQe9Bse4cw3+ZrHYkiyXFjQUq1Bey+tRqQBqJhRA1yMHpumGasuaNNWgdUJ+Xwt9AUTScK4nhtfX/VTuSRZLixgL9kfQH2UXZBLoH0imgk9pxhBC2rPTU1LE1kJOmbhZRIaPb96Gjz3AAfj33Kb8djVM5keWR4sYClTYSDwwbiE6rUzmNEMKm+bWAeu3BUAL7flI7jaigL/u/gpfSBo22hCnbJnEhK13tSBZFihsLcz7nPH8lG+e9yJBMIYRZyDBNq+Og0/HDgA/RlNTC4HCREcvGYzAY1I5lMaS4sTC/nvgVBYVOAZ0I9gxWO44Qwh60fggcXOHiETgvpzisRWhtP97o/B6KouMycYxd/ZHakSyGRRQ3n332GaGhobi4uNCpUyd27tx5y23nz5+PRqMpd3NxcTFj2ppjUAwsP7EcgEFNBqmaRQhhR1y8oeXVI8XSWGxVHmoVzX3+TwOw5fJ8ftgbo24gC6F6cfPTTz8xfvx4pk+fzp49e4iIiKBPnz6kpd26sc3Ly4vk5OSy25kzZ8yYuObsTNnJhdwLeDp60rt+b7XjCCHsSempqf1LoShP3SyiUj7o8zx+2s5oNAbei5vK8UvJakdSnerFzZw5c3j66ad58sknadmyJZ9//jlubm588803t3yORqMhICCg7Obv72/GxDWndG2bBxo9gIuDbRyNEkJYiQZdoVYoFGXDoRVqpxGVoNVqWTR4NrqSABRdJv9YOY6iEvtelFHV4qaoqIi4uDh69752lEKr1dK7d2+2b99+y+fl5OTQoEEDQkJCGDhwIAcPHrzltoWFhWRlZZW7WaLMwkw2nDEuojU4TNa2EUKYmVYrwzStmK+HF3PvmoNicCJXe4QnV7ytdiRVqVrcXLp0Cb1ef8ORF39/f1JSUm76nGbNmvHNN9+wYsUKFixYgMFgoEuXLpw7d+6m28+cORNvb++yW0hIiMm/DlP4/dTvFBmKaFKrCS3rtFQ7jhDCHkWMADRwZhtcTlQ7jaikuxq1YWjoywDsy1nKZztWqpxIPaqflqqs6OhoRo0aRWRkJD179uSXX37B19eXL7744qbbT5kyhczMzLLb2bNnzZy4YpadMJ6SGhw2GI1Go3IaIYRd8q4HYfcY7ycsVDeLqJJpdz1GQyfjQNTPD71N3Hn7LFJVLW7q1q2LTqcjNTW13OOpqakEBARU6DUcHR2JiorixIkTN/28s7MzXl5e5W6W5mj6UQ5dPoSD1oEHGz2odhwhhD0rPTWVsBAMenWziCr54aF3cNY3AF0ez659kezCfLUjmZ2qxY2TkxPt2rVj48aNZY8ZDAY2btxIdHR0hV5Dr9ezf/9+AgMDaypmjSu9/PuukLuo5VJL3TBCCPvW7AFwrQXZFyBxk9ppRBV4OrvyRZ+PQO9Koe4Mj/0yVe1IZqf6aanx48fz1Vdf8b///Y/Dhw/z/PPPk5uby5NPPgnAqFGjmDJlStn2b775JuvWrePkyZPs2bOHxx57jDNnzvDUU0+p9SVUS5G+iFUnVwHSSCyEsAAOzhA+zHg//jt1s4gqa1evMc+2/DcAJ4vW8eYm+2oSd1A7wLBhw7h48SLTpk0jJSWFyMhI1qxZU9ZknJSUhFZ7rQa7cuUKTz/9NCkpKdSqVYt27doRGxtLy5bW2YQbczaGjMIM/Nz86BLURe04QghhPDX11+dw5DfIvQzuddROJKpgbOf+bD8fx76cpfx8ei7dEsO5u3G42rHMQqMo9jVIJCsrC29vbzIzMy2i/+a5Dc/x5/k/ebrN04xrO07tOEIIYfRFT0hOgL6zoPPzaqcRVVRUUkKP74eTqz2CriSA9cOW4uuh/ntfVVTm/Vv101L2LCU3hdjzsQAMChukbhghhLheaWPxnu9lmKYVc3Jw4Pv+H6PRe6N3SOHRZRPsYsCmFDcq+jXROCSznX876nvVVzuOEEJc0+YR0DlD2kHjERxhtZrUDWRKu3dQFC1phh1MXDtP7Ug1TooblRgUQ9m4hYeaPKRyGiGE+BvXWtCiv/G+rFhs9YZH9KRHnScAWJf6FUsPxqobqIZJcaOSuNQ4zuWcw93RXYZkCiEsU+mpqX2Lodj+1kqxNZ/2e5HatEWj0TNjx2ROp996QLW1k+JGJaVr2/QN7Yubo5u6YYQQ4mYa9gTv+lCYCYdXqZ1GVJNWq+XHwXPRlviiOFxh5K8vUaK3zYUapbhRQXZRNutOrwNgcBNZ20YIYaG0Wogaabwf/726WYRJBHnVZma391EMDmRp9vPMyv+oHalGSHGjgjWn11CgL6CRdyPC69rHmgNCCCsVeXWY5qnNcOWM2mmECTzQrB0DgscCsDPjR/67e63KiUxPihsVLD++HJAhmUIIK+BTHxr1NN6XYZo24917RxPs0BONRuHDfW9wICVJ7UgmJcWNmZ24coJ9l/bhoHHgwcYyJFMIYQWi/mH8N+EHsIM1UuzFjw+9h6M+GHQ5/PO3ceQVF6odyWSkuDGz0kbiHsE9qOtaV90wQghREc37gYs3ZJ6FUzFqpxEm4uPqzqf3zAWDC/m6REYte0PtSCYjxY0ZFRuKWXlyJSCNxEIIK+LoCm2GGO/Lmjc2pUuD5owKexWAo/mreH/rYpUTmYYUN2a05dwW0gvSqetal271uqkdRwghKq701NThVZCXrm4WYVKTuj9Cc1fjgo3fnfgPf545rHKi6pPixoxKVyTu37g/DlrVB7ILIUTFBUaAfxvQF8KBpWqnESb2v8HTcdWHgbaAsRteJiM/V+1I1SLFjZmk5aWx9fxWQIZkCiGskEZzbcViWfPG5rg5OvNtv49B70GJw3keXfqK2pGqRYobM1mZuBKDYiDSN5JG3o3UjiOEEJUXPhR0TpC8F5L3qZ1GmFgr/xDGR7yJomg4r9/Ca+v+q3akKpPixgwURSm7SkqGZAohrJZbbWj2gPF+wg/qZhE14sl299LJZwQAv57/lNVHd6ucqGqkuDGDhIsJnM46jauDK/eF3qd2HCGEqLrSxuJ9P0GJ7ayLIq75ov8kvJU2aLQlvLZtEucyra+BXIobMyhtJO4T2gd3R3eV0wghRDU0vgu86kH+FTiyWu00ogY46HQsHPQRmpLaGBwuMWL5yxisbPFGKW5qWG5xLmtOrwGM4xaEEMKqaXVX500ha97YsPo+vrwZ/R6KQccV9jBm9YdqR6oUKW5q2LrT68gvyaeBVwOi/KLUjiOEENVXWtwk/gGZ59TNImrMoJaduS/gWQC2Xv4fCxI2qZyo4qS4qWHLThhPSQ0KGyRDMoUQtqF2IwjtDiiQ8KPaaUQN+qDPs/hro9FoDLy3ZypHL15QO1KFSHFTg05lniI+LR6dRsfAxgPVjiOEEKZTuuZNwgIZpmnDtFotPw7+AIeSANBl8fiqcRSVlKgd646kuKlBpZd/d6vXDV83X3XDCCGEKbUYAE6ecOU0nNmmdhpRg3w9vJhz1xwUgxO52qM8sfxNtSPdkRQ3NaTEUMKvib8C0kgshLBBTm7Q5mHjfWkstnl3NWrDow0nALA/dxmfbF+hcqLbk+Kmhmw7v41L+Zeo7VKbHsE91I4jhBCmFzXK+O+hFVCQqW4WUeOm9hpBIyfjWm1fHn6H3edOqJzo1qS4qSGla9s82OhBHHWOKqcRQogaUK8t+LaAkgIZpmknFjz0Ns76UNDl8+y6l8guzFc70k1JcVMDLuVfYsu5LYCckhJC2LBywzTl1JQ98HR25Ys+H4LejSLdGUb88prakW5KipsasPrkakqUEsLrhhNWK0ztOEIIUXPCh4HWAc7HQeohtdMIM2hXrzHPt/o3iqLhdNEGZvxheVPipbgxMUVRyk5JDWoySN0wQghR0zx8oWlf4305emM3/tXpQSI9jQ3li8/M5Y9Ey5oSL8WNie2/tJ/EzERcdC70De2rdhwhhKh5ZcM0F0FJkbpZhNl8M/B1PAwt0GiLGR8zntQcy2kql+LGxEpXJL63wb14OnmqnEYIIcwgrDd4BEDeZTi2Ru00wkycHBz4rv9HaPTe6B1SGbFsosUM2LSI4uazzz4jNDQUFxcXOnXqxM6dO2+7/eLFi2nevDkuLi60adOG3377zUxJby+vOI/fT/0OwOAm0kgshLATOgeIHG68L6em7EqTuoFMafcOiqIlzbCD8WvnqR0JsIDi5qeffmL8+PFMnz6dPXv2EBERQZ8+fUhLS7vp9rGxsQwfPpzRo0cTHx/PoEGDGDRoEAcOHDBz8httSNpAbnEuwR7BtPNvp3YcIYQwn8irV02dWA9ZyepmEWY1PKInPeo8AcCG1K9Ysv9PdQMBGkVRFDUDdOrUiQ4dOvDpp58CYDAYCAkJ4YUXXmDy5Mk3bD9s2DByc3NZtWpV2WOdO3cmMjKSzz///I77y8rKwtvbm8zMTLy8vEz3hQBPrnmS3am7eSHqBZ4Jf8akry2EEBbvm76QtB26T4R2j6udRpiRwWCg769TSNYcwKHEi+X3fUmDkFYm3Udl3r8dTLrnSioqKiIuLo4pU6aUPabVaunduzfbt2+/6XO2b9/O+PHjyz3Wp08fli9fftPtCwsLKSwsLPs4Kyur+sFvIikrid2pu9GgYUDjATWyDyGEsGhRjxmLm60fGG/CbmiBXzQaHq0XwBnHLP7920i+eSoOB51OlTyqFjeXLl1Cr9fj7+9f7nF/f3+OHDly0+ekpKTcdPuUlJSbbj9z5kxmzJhhmsC3cTb7LHVd69KsdjMC3ANqfH9CCGFxWg2GXV9D2mG1kwgVeAAfXMriMf/aeCg6cosL8da5qZJF1eLGHKZMmVLuSE9WVhYhISEm30/Xel1Z/8h6MgozTP7aQghhFZzc4ZkYtVMIFTUH5pw6SLcGLdBq1WvrVbW4qVu3LjqdjtTU1HKPp6amEhBw86MfAQEBldre2dkZZ2dn0wS+AwetA3Vd65plX0IIIYQl6tHQtL02VaHq1VJOTk60a9eOjRs3lj1mMBjYuHEj0dHRN31OdHR0ue0B1q9ff8vthRBCCGFfVD8tNX78eB5//HHat29Px44d+fDDD8nNzeXJJ58EYNSoUdSrV4+ZM2cC8OKLL9KzZ09mz55Nv379WLRoEbt37+bLL79U88sQQgghhIVQvbgZNmwYFy9eZNq0aaSkpBAZGcmaNWvKmoaTkpLKnbfr0qULCxcuZOrUqbz22ms0adKE5cuX07p1a7W+BCGEEEJYENXXuTG3mlznRgghhBA1ozLv36qvUCyEEEIIYUpS3AghhBDCpkhxI4QQQgibIsWNEEIIIWyKFDdCCCGEsClS3AghhBDCpkhxI4QQQgibIsWNEEIIIWyKFDdCCCGEsCmqj18wt9IFmbOyslROIoQQQoiKKn3frshgBbsrbrKzswEICQlROYkQQgghKis7Oxtvb+/bbmN3s6UMBgMXLlzA09MTjUZj0tfOysoiJCSEs2fP2uXcKnv/+kG+B/L12/fXD/I9sPevH2rue6AoCtnZ2QQFBZUbqH0zdnfkRqvVEhwcXKP78PLystv/qEG+fpDvgXz99v31g3wP7P3rh5r5HtzpiE0paSgWQgghhE2R4kYIIYQQNkWKGxNydnZm+vTpODs7qx1FFfb+9YN8D+Trt++vH+R7YO9fP1jG98DuGoqFEEIIYdvkyI0QQgghbIoUN0IIIYSwKVLcCCGEEMKmSHEjhBBCCJsixY2JfPbZZ4SGhuLi4kKnTp3YuXOn2pHMZsuWLfTv35+goCA0Gg3Lly9XO5JZzZw5kw4dOuDp6Ymfnx+DBg3i6NGjascyq3nz5hEeHl62aFd0dDS///672rFUM2vWLDQaDS+99JLaUczmjTfeQKPRlLs1b95c7Vhmdf78eR577DHq1KmDq6srbdq0Yffu3WrHMovQ0NAbfv4ajYYxY8aokkeKGxP46aefGD9+PNOnT2fPnj1ERETQp08f0tLS1I5mFrm5uURERPDZZ5+pHUUVmzdvZsyYMezYsYP169dTXFzMfffdR25urtrRzCY4OJhZs2YRFxfH7t27ufvuuxk4cCAHDx5UO5rZ7dq1iy+++ILw8HC1o5hdq1atSE5OLrtt27ZN7Uhmc+XKFbp27YqjoyO///47hw4dYvbs2dSqVUvtaGaxa9eucj/79evXAzBkyBB1Aimi2jp27KiMGTOm7GO9Xq8EBQUpM2fOVDGVOgBl2bJlasdQVVpamgIomzdvVjuKqmrVqqV8/fXXascwq+zsbKVJkybK+vXrlZ49eyovvvii2pHMZvr06UpERITaMVTz6quvKt26dVM7hsV48cUXlcaNGysGg0GV/cuRm2oqKioiLi6O3r17lz2m1Wrp3bs327dvVzGZUEtmZiYAtWvXVjmJOvR6PYsWLSI3N5fo6Gi145jVmDFj6NevX7nfB/bk+PHjBAUF0ahRI0aOHElSUpLakczm119/pX379gwZMgQ/Pz+ioqL46quv1I6liqKiIhYsWMA///lPkw+origpbqrp0qVL6PV6/P39yz3u7+9PSkqKSqmEWgwGAy+99BJdu3aldevWascxq/379+Ph4YGzszPPPfccy5Yto2XLlmrHMptFixaxZ88eZs6cqXYUVXTq1In58+ezZs0a5s2bx6lTp+jevTvZ2dlqRzOLkydPMm/ePJo0acLatWt5/vnnGTduHP/73//UjmZ2y5cvJyMjgyeeeEK1DHY3FVyImjRmzBgOHDhgV70GpZo1a0ZCQgKZmZksWbKExx9/nM2bN9tFgXP27FlefPFF1q9fj4uLi9pxVHH//feX3Q8PD6dTp040aNCAn3/+mdGjR6uYzDwMBgPt27fn3XffBSAqKooDBw7w+eef8/jjj6uczrz++9//cv/99xMUFKRaBjlyU01169ZFp9ORmppa7vHU1FQCAgJUSiXUMHbsWFatWsWmTZsIDg5WO47ZOTk5ERYWRrt27Zg5cyYRERF89NFHascyi7i4ONLS0mjbti0ODg44ODiwefNmPv74YxwcHNDr9WpHNDsfHx+aNm3KiRMn1I5iFoGBgTcU8i1atLCrU3MAZ86cYcOGDTz11FOq5pDippqcnJxo164dGzduLHvMYDCwceNGu+s3sFeKojB27FiWLVvGH3/8QcOGDdWOZBEMBgOFhYVqxzCLe+65h/3795OQkFB2a9++PSNHjiQhIQGdTqd2RLPLyckhMTGRwMBAtaOYRdeuXW9YAuLYsWM0aNBApUTq+Pbbb/Hz86Nfv36q5pDTUiYwfvx4Hn/8cdq3b0/Hjh358MMPyc3N5cknn1Q7mlnk5OSU++vs1KlTJCQkULt2berXr69iMvMYM2YMCxcuZMWKFXh6epb1Wnl7e+Pq6qpyOvOYMmUK999/P/Xr1yc7O5uFCxcSExPD2rVr1Y5mFp6enjf0WLm7u1OnTh276b2aOHEi/fv3p0GDBly4cIHp06ej0+kYPny42tHM4uWXX6ZLly68++67DB06lJ07d/Lll1/y5Zdfqh3NbAwGA99++y2PP/44Dg4qlxeqXKNlgz755BOlfv36ipOTk9KxY0dlx44dakcym02bNinADbfHH39c7WhmcbOvHVC+/fZbtaOZzT//+U+lQYMGipOTk+Lr66vcc889yrp169SOpSp7uxR82LBhSmBgoOLk5KTUq1dPGTZsmHLixAm1Y5nVypUrldatWyvOzs5K8+bNlS+//FLtSGa1du1aBVCOHj2qdhRFoyiKok5ZJYQQQghhetJzI4QQQgibIsWNEEIIIWyKFDdCCCGEsClS3AghhBDCpkhxI4QQQgibIsWNEEIIIWyKFDdCCCGEsClS3AghhBDCpkhxI4SwCaGhoXz44YdqxxBCWAApboQQZvHEE0+g0WiYNWtWuceXL1+ORqNRKVV5Go2G5cuXl/u49Obu7k6TJk144okniIuLUy+kEOKOpLgRQpiNi4sL7733HleuXFE7SoV9++23JCcnc/DgQT777DNycnLo1KkT3333ndrRhBC3IMWNEMJsevfuTUBAADNnzrztdkuXLqVVq1Y4OzsTGhrK7Nmzy30+LS2N/v374+rqSsOGDfnhhx9ueI2MjAye+v927R8kuTYMA/gVChGICNEfm2zRIxSI0RCCQUo1VlRILgpiBC1RS4QVBlEUERU1SblExBmaEpKoIYMOnUGCJCNSahCHEHLszze98knv0qvV9533+oGD9/Nwcz/bxfMcnw81NTXQarXo6OhAPB7/9Mw6nQ719fUwGAzo7OyEKIpwu90YHR39X4U0or8Jww0RfRuVSoX5+Xmsr6/j8fHxt3tkWcbg4CBcLheurq4wOzuLQCCAnZ2dwh6Px4OHhwecnJxAFEVsbm4im80W9RkYGEA2m0UkEoEsy7BarXA4HHh6eir5HGNjY3h+fkY0Gi25FxGVn/qnByCiv0tvby8sFgtmZmYQCoU+rK+srMDhcCAQCAAAjEYjrq+vsbS0BI/Hg2QyiUgkAkmS0NraCgAIhUIwm82FHmdnZ5AkCdlsFpWVlQCA5eVlHBwcQBRF+P3+ks4gCAIAIJVKldSHiL4Gb26I6NstLi4iHA4jkUh8WEskErDZbEU1m82G29tbvL6+IpFIQK1Wo6WlpbAuCAJ0Ol3hfzweRz6fR3V1NTQaTeF3f3+Pu7u7kud/f38HgP/Mh9BEVIw3N0T07ex2O7q6ujA5OQmPx1P2/vl8Hnq9Hqenpx/W/h2C/tSvUNbY2FhyLyIqP4YbIvoRCwsLsFgsMJlMRXWz2YxYLFZUi8ViMBqNUKlUEAQBLy8vkGW58Cx1c3ODXC5X2G+1WpHJZKBWq2EwGMo+++rqKrRaLZxOZ9l7E1Hp+CxFRD+iubkZbrcba2trRfXx8XEcHx9jbm4OyWQS4XAYGxsbmJiYAACYTCZ0d3djeHgYFxcXkGUZPp8PVVVVhR5OpxNtbW3o6enB0dERUqkUzs/PMTU1hcvLy0/NmcvlkMlkkE6nEY1G0d/fj93dXWxtbZXlFoiIyo/hhoh+TDAYxNvbW1HNarVif38fe3t7aGpqwvT0NILBYNHz1fb2NhoaGtDe3o6+vj74/X7U1tYW1isqKnB4eAi73Q6v1wuj0QiXy4V0Oo26urpPzej1eqHX6yEIAkZGRqDRaCBJEoaGhko6OxF9nYr3X1/GERERESkAb26IiIhIURhuiIiISFEYboiIiEhRGG6IiIhIURhuiIiISFEYboiIiEhRGG6IiIhIURhuiIiISFEYboiIiEhRGG6IiIhIURhuiIiISFH+ASMujC0xDuFuAAAAAElFTkSuQmCC", "text/plain": [ "
" ] @@ -442,17 +442,29 @@ "cell_type": "code", "execution_count": 16, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/plain": [ + "[{1, 2, 5, 6}, {1, 3, 4}]" + ] + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], "source": [ - "H = xgi.to_hypergraph(DH1)" + "H = xgi.to_hypergraph(DH1)\n", + "H.edges.members()" ] } ], "metadata": { "kernelspec": { - "display_name": "venv_xgi", + "display_name": "Python 3", "language": "python", - "name": "venv_xgi" + "name": "python3" }, "language_info": { "codemirror_mode": { @@ -464,7 +476,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.13" + "version": "3.11.4" }, "toc": { "base_numbering": 1, diff --git a/docs/source/api/tutorials/XGI in 15 minutes.ipynb b/docs/source/api/tutorials/XGI in 15 minutes.ipynb index f180af269..46988e923 100644 --- a/docs/source/api/tutorials/XGI in 15 minutes.ipynb +++ b/docs/source/api/tutorials/XGI in 15 minutes.ipynb @@ -18,7 +18,6 @@ "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", - "import numpy as np\n", "\n", "import xgi" ] diff --git a/docs/source/api/tutorials/XGI in 5 minutes.ipynb b/docs/source/api/tutorials/XGI in 5 minutes.ipynb index 46f154fe9..1f94076bc 100644 --- a/docs/source/api/tutorials/XGI in 5 minutes.ipynb +++ b/docs/source/api/tutorials/XGI in 5 minutes.ipynb @@ -22,7 +22,6 @@ "outputs": [], "source": [ "import matplotlib.pyplot as plt\n", - "import numpy as np\n", "\n", "import xgi" ] diff --git a/tests/drawing/test_draw.py b/tests/drawing/test_draw.py index ee340ed79..267802876 100644 --- a/tests/drawing/test_draw.py +++ b/tests/drawing/test_draw.py @@ -4,6 +4,7 @@ import numpy as np import pytest import seaborn as sb +from matplotlib.patches import FancyArrowPatch import xgi from xgi.exception import XGIError @@ -519,63 +520,63 @@ def test_draw_multilayer(edgelist8): plt.close("all") -def test_draw_dihypergraph(diedgelist2, edgelist8): +def test_draw_bipartite(diedgelist2, edgelist8): DH = xgi.DiHypergraph(diedgelist2) fig1, ax1 = plt.subplots() - ax1, collections = xgi.draw_dihypergraph(DH, ax=ax1) - node_coll, phantom_node_coll = collections + ax1, collections1 = xgi.draw_bipartite(DH, ax=ax1) + node_coll1, edge_marker_coll1 = collections1 fig2, ax2 = plt.subplots() - ax2, collections2 = xgi.draw_dihypergraph( + ax2, collections2 = xgi.draw_bipartite( DH, ax=ax2, node_fc="red", node_ec="blue", node_lw=2, node_size=20, - lines_fc="blue", - lines_lw=2, + dyad_color="blue", + dyad_lw=2, edge_marker_fc="red", edge_marker_lw=2, edge_marker_size=20, ) - node_coll2, phantom_node_coll2 = collections2 + node_coll2, edge_marker_coll2 = collections2 # number of elements - assert len(node_coll.get_offsets()) == 6 # number of original nodes - assert len(phantom_node_coll.get_offsets()) == 3 # number of original edges + assert len(node_coll1.get_offsets()) == 6 # number of original nodes + assert len(edge_marker_coll1.get_offsets()) == 3 # number of original edges assert len(ax1.patches) == 11 # number of lines # node face colors - assert np.all(node_coll.get_facecolor() == np.array([[1, 1, 1, 1]])) # white + assert np.all(node_coll1.get_facecolor() == np.array([[1, 1, 1, 1]])) # white assert np.all(node_coll2.get_facecolor() == np.array([[1, 0, 0, 1]])) # red # node edge colors - assert np.all(node_coll.get_edgecolor() == np.array([[0, 0, 0, 1]])) # black + assert np.all(node_coll1.get_edgecolor() == np.array([[0, 0, 0, 1]])) # black assert np.all(node_coll2.get_edgecolor() == np.array([[0, 0, 1, 1]])) # blue # node_lw - assert np.all(node_coll.get_linewidth() == np.array([1])) + assert np.all(node_coll1.get_linewidth() == np.array([1])) assert np.all(node_coll2.get_linewidth() == np.array([2])) # node_size - assert np.all(node_coll.get_sizes() == np.array([7**2])) + assert np.all(node_coll1.get_sizes() == np.array([7**2])) assert np.all(node_coll2.get_sizes() == np.array([20**2])) # edge face colors - assert np.all(phantom_node_coll2.get_facecolor() == np.array([[1, 0, 0, 1]])) # red + assert np.all(edge_marker_coll2.get_facecolor() == np.array([[1, 0, 0, 1]])) # red # edge _lw - assert np.all(phantom_node_coll.get_linewidth() == np.array([1])) - assert np.all(phantom_node_coll2.get_linewidth() == np.array([2])) + assert np.all(edge_marker_coll1.get_linewidth() == np.array([1])) + assert np.all(edge_marker_coll2.get_linewidth() == np.array([2])) # edge_size - assert np.all(phantom_node_coll.get_sizes() == np.array([7**2])) - assert np.all(phantom_node_coll2.get_sizes() == np.array([20**2])) + assert np.all(edge_marker_coll1.get_sizes() == np.array([7**2])) + assert np.all(edge_marker_coll2.get_sizes() == np.array([20**2])) # line lw for patch in ax1.patches: # lines - assert np.all(patch.get_linewidth() == np.array([1.5])) + assert np.all(patch.get_linewidth() == np.array([1])) for patch in ax2.patches: # lines assert np.all(patch.get_linewidth() == np.array([2])) @@ -584,29 +585,79 @@ def test_draw_dihypergraph(diedgelist2, edgelist8): assert np.all(patch.get_facecolor() == np.array([[0, 0, 1, 1]])) # zorder - assert node_coll.get_zorder() == 4 - assert phantom_node_coll.get_zorder() == 2 + assert node_coll1.get_zorder() == 2 + assert edge_marker_coll1.get_zorder() == 1 for patch in ax1.patches: # lines assert patch.get_zorder() == 0 - # test toggle for edges - fig, ax2 = plt.subplots() - ax2, collections = xgi.draw_dihypergraph(DH, edge_marker_toggle=False, ax=ax2) - node_coll, phantom_node_coll = collections - assert len(ax2.collections) == 1 - assert phantom_node_coll is None + plt.close("all") + + H = xgi.Hypergraph(edgelist8) + + fig3, ax3 = plt.subplots() + ax3, collections3 = xgi.draw_bipartite(H, ax=ax3) + node_coll3, edge_marker_coll3, dyad_coll3 = collections3 + fig4, ax4 = plt.subplots() + ax4, collections4 = xgi.draw_bipartite( + H, + ax=ax4, + node_fc="red", + node_ec="blue", + node_lw=2, + node_size=20, + dyad_color="blue", + dyad_lw=2, + edge_marker_fc="red", + edge_marker_lw=2, + edge_marker_size=20, + ) + node_coll4, edge_marker_coll4, dyad_coll4 = collections4 + + # number of elements + assert len(node_coll3.get_offsets()) == 7 # number of original nodes + assert len(edge_marker_coll3.get_offsets()) == 9 # number of original edges + assert len(dyad_coll3._paths) == 26 # number of lines + + # # node face colors + assert np.all(node_coll3.get_facecolor() == np.array([[1, 1, 1, 1]])) # white + assert np.all(node_coll4.get_facecolor() == np.array([[1, 0, 0, 1]])) # red + + # node edge colors + assert np.all(node_coll3.get_edgecolor() == np.array([[0, 0, 0, 1]])) # black + assert np.all(node_coll4.get_edgecolor() == np.array([[0, 0, 1, 1]])) # blue + + # # node_lw + assert np.all(node_coll3.get_linewidth() == np.array([1])) + assert np.all(node_coll4.get_linewidth() == np.array([2])) + + # # node_size + assert np.all(node_coll3.get_sizes() == np.array([7**2])) + assert np.all(node_coll4.get_sizes() == np.array([20**2])) + + # # edge face colors + assert np.all(edge_marker_coll4.get_facecolor() == np.array([[1, 0, 0, 1]])) # red + + # # edge _lw + assert np.all(edge_marker_coll3.get_linewidth() == np.array([1])) + assert np.all(edge_marker_coll4.get_linewidth() == np.array([2])) + + # # edge_size + assert np.all(edge_marker_coll3.get_sizes() == np.array([7**2])) + assert np.all(edge_marker_coll4.get_sizes() == np.array([20**2])) plt.close("all") - # test XGI ERROR raise + # test type with pytest.raises(XGIError): - H = xgi.Hypergraph(edgelist8) - fig, ax3 = plt.subplots() - ax3 = xgi.draw_dihypergraph(H, ax=ax3) - plt.close() + xgi.draw_bipartite([0, 1, 2]) + + # test gca + fig3, ax = plt.subplots() + ax_gca, collections3 = xgi.draw_bipartite(H) + assert ax == ax_gca -def test_draw_dihypergraph_with_str_labels_and_isolated_nodes(): +def test_draw_bipartite_with_str_labels_and_isolated_nodes(): DH1 = xgi.DiHypergraph() DH1.add_nodes_from(["one", "two", "three", "four", "five", "six"]) DH1.add_edges_from( @@ -617,12 +668,46 @@ def test_draw_dihypergraph_with_str_labels_and_isolated_nodes(): ) fig, ax4 = plt.subplots() - ax4, collections4 = xgi.draw_dihypergraph(DH1, ax=ax4) - node_coll4, phantom_node_coll4 = collections4 + ax4, collections4 = xgi.draw_bipartite(DH1, ax=ax4) + node_coll4, edge_marker_coll4 = collections4 assert len(node_coll4.get_offsets()) == 6 # number of original nodes - assert len(phantom_node_coll4.get_offsets()) == 2 # number of original edges + assert len(edge_marker_coll4.get_offsets()) == 2 # number of original edges assert len(ax4.patches) == 7 # number of lines - plt.close() + plt.close("all") + + +def test_draw_undirected_dyads(edgelist8): + H = xgi.Hypergraph(edgelist8) + + fig, ax = plt.subplots() + ax, dyad_collection = xgi.draw_undirected_dyads(H) + assert len(dyad_collection._paths) == 26 # number of lines + + with pytest.raises(ValueError): + fig, ax = plt.subplots() + ax, dyad_collection = xgi.draw_undirected_dyads(H, dyad_lw=-1) + + fig, ax = plt.subplots() + ax, dyad_collection = xgi.draw_undirected_dyads( + H, dyad_color=np.random.random(H.num_edges) + ) + assert len(np.unique(dyad_collection.get_color())) == 28 + plt.close("all") + + +def test_draw_directed_dyads(diedgelist1): + H = xgi.DiHypergraph(diedgelist1) + + fig, ax = plt.subplots() + ax = xgi.draw_directed_dyads(H) + + with pytest.raises(ValueError): + fig, ax = plt.subplots() + ax = xgi.draw_directed_dyads(H, dyad_lw=-1) + + fig, ax = plt.subplots() + ax = xgi.draw_directed_dyads(H, dyad_color=np.random.random(H.num_edges)) + plt.close("all") def test_issue_499(edgelist8): @@ -632,11 +717,11 @@ def test_issue_499(edgelist8): with warnings.catch_warnings(): warnings.simplefilter("error") - ax, collections = xgi.draw(H, ax=ax, node_fc="black") + xgi.draw(H, ax=ax, node_fc="black") with warnings.catch_warnings(): warnings.simplefilter("error") - ax, collections = xgi.draw(H, ax=ax, node_fc=["black"] * H.num_nodes) + xgi.draw(H, ax=ax, node_fc=["black"] * H.num_nodes) plt.close("all") @@ -646,12 +731,10 @@ def test_issue_515(edgelist8): with warnings.catch_warnings(): warnings.simplefilter("error") - ax, (node_coll, edge_coll) = xgi.draw_multilayer(H, node_fc="black") + xgi.draw_multilayer(H, node_fc="black") with warnings.catch_warnings(): warnings.simplefilter("error") - ax, (node_coll, edge_coll) = xgi.draw_multilayer( - H, node_fc=["black"] * H.num_nodes - ) + xgi.draw_multilayer(H, node_fc=["black"] * H.num_nodes) plt.close("all") diff --git a/tests/drawing/test_layout.py b/tests/drawing/test_layout.py index b0fe0c4ae..5977918f6 100644 --- a/tests/drawing/test_layout.py +++ b/tests/drawing/test_layout.py @@ -225,3 +225,33 @@ def test_barycenter_kamada_kawai_layout(hypergraph1): S = xgi.random_flag_complex_d2(10, 0.2) pos = xgi.barycenter_kamada_kawai_layout(H) assert len(pos) == S.num_nodes + + +def test_bipartite_spring_layout(edgelist1): + H = xgi.Hypergraph(edgelist1) + + pos1 = xgi.bipartite_spring_layout(H, seed=0) + assert len(pos1) == 2 + assert len(pos1[0]) == H.num_nodes + assert len(pos1[1]) == H.num_edges + + pos2 = xgi.bipartite_spring_layout(H, seed=0) + + for n in pos1[0]: + assert np.allclose(pos1[0][n], pos2[0][n]) + + for e in pos1[1]: + assert np.allclose(pos1[1][e], pos2[1][e]) + + +def test_edge_positions_from_barycenters(edgelist1): + H = xgi.Hypergraph(edgelist1) + pos = np.random.random([H.num_nodes, 2]) + + node_pos = {n: pos[i] for i, n in enumerate(H.nodes)} + edge_pos = xgi.edge_positions_from_barycenters(H, node_pos) + + assert len(edge_pos) == H.num_edges + for id, e in H.edges.members(dtype=dict).items(): + mean_pos = np.mean([node_pos[n] for n in e], axis=0) + assert np.allclose(edge_pos[id], mean_pos) diff --git a/xgi/drawing/draw.py b/xgi/drawing/draw.py index 66cfe1ed8..0e7a7b6ac 100644 --- a/xgi/drawing/draw.py +++ b/xgi/drawing/draw.py @@ -1,11 +1,12 @@ """Draw hypergraphs and simplicial complexes with matplotlib.""" from inspect import signature +from itertools import chain import matplotlib as mpl import matplotlib.pyplot as plt import numpy as np -import seaborn as sb # for cmap "crest" +import seaborn as sb # This cannot be removed because it is used for cmap "crest" from matplotlib import cm from matplotlib.colors import is_color_like from matplotlib.patches import FancyArrowPatch @@ -15,11 +16,13 @@ PatchCollection, Poly3DCollection, ) -from networkx import spring_layout from scipy.spatial import ConvexHull +chaini = chain.from_iterable + from .. import convert from ..algorithms import max_edge_order, unique_edge_sizes +from ..convert import to_bipartite_edgelist from ..core import DiHypergraph, Hypergraph, SimplicialComplex from ..exception import XGIError from ..utils import subfaces @@ -31,7 +34,7 @@ _parse_color_arg, _update_lims, ) -from .layout import _augmented_projection, barycenter_spring_layout +from .layout import barycenter_spring_layout, bipartite_spring_layout __all__ = [ "draw", @@ -41,7 +44,9 @@ "draw_node_labels", "draw_hyperedge_labels", "draw_multilayer", - "draw_dihypergraph", + "draw_bipartite", + "draw_undirected_dyads", + "draw_directed_dyads", ] @@ -848,6 +853,7 @@ def draw_simplices( Returns ------- + ax collections : a tuple of 2 collections: * dyad_collection : matplotlib LineCollection Collection containing the dyads @@ -1519,42 +1525,47 @@ def draw_multilayer( return ax, (node_collection, edge_collection) -def draw_dihypergraph( - DH, - ax=None, +def draw_bipartite( + H, pos=None, + ax=None, node_fc="white", node_ec="black", node_lw=1, node_size=7, node_shape="o", node_fc_cmap="Reds", - lines_fc=None, - lines_lw=1.5, - arrowsize=10, - arrowstyle="-|>", - connectionstyle="arc3", - edge_marker_toggle=True, edge_marker_fc=None, edge_marker_ec="black", - edge_marker="s", edge_marker_lw=1, edge_marker_size=7, + edge_marker_shape="s", edge_marker_fc_cmap="crest_r", max_order=None, - node_labels=False, - hyperedge_labels=False, - settings=None, + dyad_color=None, + dyad_lw=1, + dyad_style="solid", + dyad_color_cmap="crest_r", + node_labels=None, + hyperedge_labels=None, + arrowsize=10, + arrowstyle="->", + connectionstyle="arc3", rescale_sizes=True, - iterations=50, + aspect="equal", **kwargs, ): - """Draw a directed hypergraph + """Draw a hypergraph as a bipartite network. Parameters ---------- - DH : DirectedHypergraph - The directed hypergraph to draw. + H : Hypergraph or DiHypergraph + The hypergraph to draw. + pos : tuple of two dicts, optional + The tuple should contain a (1) dictionary of positions node_id:(x,y) for + placing node markers, and (2) a dictionary of positions edge_id:(x,y) for + placing the edge markers. If None (default), use the `bipartite_spring_layout` + to compute the positions. ax : matplotlib.pyplot.axes, optional Axis to draw on. If None (default), get the current axes. node_fc : str, dict, iterable, or NodeStat, optional @@ -1578,246 +1589,602 @@ def draw_dihypergraph( nodes. If a dict, must contain (node_id: radius) pairs. If iterable, assume the radiuses are specified in the same order as the nodes are found in H.nodes. If NodeStat, use a monotonic linear interpolation defined between - min_node_size and max_node_size. By default, 15. + min_node_size and max_node_size. By default, 7. + node_shape : str, optional + Marker used for the nodes. By default 'o' (circle marker). node_fc_cmap : colormap Colormap for mapping node colors. By default, "Reds". Ignored, if `node_fc` is a str (single color). - lines_fc : str, dict, iterable, optional - Color of the hyperedges (lines). If str, use the same color for all hyperedges. - If a dict, must contain (hyperedge_id: color_str) pairs. If other iterable, - assume the colors are specified in the same order as the hyperedges are found - in DH.edges. If None (default), use the size of the hyperedges. - lines_lw : int, float, dict, iterable, optional - Line width of the hyperedges (lines). If int or float, use the same width for - all hyperedges. If a dict, must contain (hyperedge_id: width) pairs. If other - iterable, assume the widths are specified in the same order as the hyperedges - are found in DH.edges. By default, 1.5. - arrowstyle : str, optional - By default: '-\|>'. See `matplotlib.patches.ArrowStyle` for more options. - arrowsize : int (default=10) - Size of the arrow head's length and width. See `matplotlib.patches.FancyArrowPatch` - for attribute `mutation_scale` for more info. - connectionstyle : string (default="arc3") - Pass the connectionstyle parameter to create curved arc of rounding - radius rad. For example, connectionstyle='arc3,rad=0.2'. - See `matplotlib.patches.ConnectionStyle` and - `matplotlib.patches.FancyArrowPatch` for more info. - edge_marker_toggle: bool, optional - If True then marker representing the hyperedges are drawn. By default True. edge_marker_fc: str, dict, iterable, optional Filling color of the hyperedges (markers). If str, use the same color for all hyperedges. If a dict, must contain (hyperedge_id: color_str) pairs. If other iterable, assume the colors are specified in the same order as the hyperedges are found - in DH.edges. If None (default), use the size of the hyperedges. + in H.edges. If None, colors markers by edge size. By default, None. edge_marker_ec: str, dict, iterable, optional Edge color of the hyperedges (markers). If str, use the same color for all hyperedges. If a dict, must contain (hyperedge_id: color_str) pairs. If other iterable, assume the colors are specified in the same order as the hyperedges are found - in DH.edges. If None (default), use the size of the hyperedges. - edge_marker: str, optional - Marker used for the hyperedges. By default 's' (square marker). + in H.edges. By default, "black". + edge_marker_lw : int, float, dict, iterable, or EdgeStat, optional + Line width of the edge marker borders in pixels. If int or float, use the same width + for all edge marker borders. If a dict, must contain (edge_id: width) pairs. If + iterable, assume the widths are specified in the same order as the nodes are + found in H.edges. If EdgeStat, use a monotonic linear interpolation defined + between min_edge_marker_lw and max_edge_marker_lw. By default, 1. + edge_marker_size : int, float, dict, iterable, or EdgeStat, optional + Radius of the edge markers in pixels. If int or float, use the same radius for all + edge markers. If a dict, must contain (edge_id: radius) pairs. If iterable, assume + the radii are specified in the same order as the edges are found in + H.edges. If EdgeStat, use a monotonic linear interpolation defined between + min_edge_marker_size and max_edge_marker_size. By default, 7. + edge_marker_shape: str, optional + Marker used for the hyperedges. By default 's' (square marker). If "", no marker is + displayed. + edge_marker_fc_cmap : colormap + Colormap for mapping edge marker colors. By default, "Blues". + Ignored, if `edge_marker_fc` is a str (single color) or an iterable of colors. max_order : int, optional Maximum of hyperedges to plot. If None (default), plots all orders. + dyad_color : str, dict, iterable, optional + Color of the bipartite edges. If str, use the same color for all edges. + If a dict, must contain (hyperedge_id: color_str) pairs. If other iterable, + assume the colors are specified in the same order as the hyperedges are found + in H.edges. By default, "black". + dyad_lw : int, float, dict, iterable, optional + Line width of the bipartite edges. If int or float, use the same width for + all hyperedges. If a dict, must contain (hyperedge_id: width) pairs. If other + iterable, assume the widths are specified in the same order as the hyperedges + are found in H.edges. By default, 1. + dyad_style : str or list of strings, optional + Line style of the dyads, e.g. ‘-’, ‘–’, ‘-.’, ‘:’ or words like ‘solid’ or ‘dashed’. + See matplotlib's documentation for all accepted values. By default, "solid". + dyad_color_cmap : colormap + Colormap for mapping bipartite edge colors. By default, "Greys". + Ignored, if `dyad_color` is a str (single color) or an iterable of colors. node_labels : bool or dict, optional If True, draw ids on the nodes. If a dict, must contain (node_id: label) pairs. By default, False. hyperedge_labels : bool or dict, optional If True, draw ids on the hyperedges. If a dict, must contain (edge_id: label) pairs. By default, False. + arrowsize : int (default=10) + Size of the arrow head's length and width. See `matplotlib.patches.FancyArrowPatch` + for attribute `mutation_scale` for more info. Only used if the higher-order network + is a `DiHypergraph`. + arrowstyle : str, optional + By default: '->'. See `matplotlib.patches.ArrowStyle` for more options. + Only used if the higher-order network is a `DiHypergraph`. + connectionstyle : string (default="arc3") + Pass the connectionstyle parameter to create curved arc of rounding + radius rad. For example, connectionstyle='arc3,rad=0.2'. + See `matplotlib.patches.ConnectionStyle` and + `matplotlib.patches.FancyArrowPatch` for more info. + Only used if the higher-order network is a `DiHypergraph`. rescale_sizes: bool, optional If True, linearly interpolate `node_size` and between min/max values that can be changed in the other argument `params`. If `node_size` is a single value, this is ignored. By default, True. - iterations : int, optional - Maximum number of iterations taken to recompute the layout. - An original partial layout is computed solely based on the original nodes. - A full initial layout is then computed by simply adding the "edge" nodes - at the barycenters. This initial layout may suffer from overlap between edge-nodes. - After that, a spring layout is ran starting from the - initial layout, and each iteration makes all of the nodes overlap less. + aspect : {"auto", "equal"} or float, optional + Set the aspect ratio of the axes scaling, i.e. y/x-scale. `aspect` is passed + directly to matplotlib's `ax.set_aspect()`. Default is `equal`. See full + description at + https://matplotlib.org/stable/api/_as_gen/matplotlib.axes.Axes.set_aspect.html **kwargs : optional args Alternate default values. Values that can be overwritten are the following: - * "min_node_size" (default: 5) - * "max_node_size" (default: 30) - * "min_node_lw" (default: 0) - * "max_node_lw" (default: 5) - * "min_lines_lw" (default: 0) - * "max_lines_lw" (default: 50) - * "min_source_margin" (default: 0) - * "min_target_margin" (default: 0) + * min_node_size (default: 5) + * max_node_size (default: 30) + * min_node_lw (default: 0) + * max_node_lw (default: 5) + * min_edge_marker_size (default: 5) + * max_edge_marker_size (default: 30) + * min_edge_marker_lw (default: 0) + * max_edge_marker_lw (default: 5) + * min_dyad_lw (default: 1) + * max_dyad_lw (default: 10) + * min_source_margin (default: 0) + * min_target_margin (default: 0) + Returns ------- - ax : matplotlib Axes - Axes plotted on + ax : matplotlib.pyplot.axes + The axes corresponding the visualization collections : a tuple of 3 collections: * node_collection : matplotlib PathCollection Collection containing the nodes - * phantom_node_collection : matplotlib PathCollection - Collection containing the nodes representing edges + * edge_marker_collection : matplotlib PathCollection + Collection containing the edge markers + * dyad_collection : matplotlib LineCollection if undirected, + list of FancyArrowPatches if not + Collection containing the edges Raises ------ XGIError - If something different than a DiHypergraph is passed. + If the network is not a Hypergraph, SimplicialComplex or a DiHypergraph. See Also -------- draw - draw_nodes - draw_node_labels - + draw_multilayer """ - if not isinstance(DH, DiHypergraph): - raise XGIError("The input must be a DiHypergraph") + + is_directed = False + if isinstance(H, DiHypergraph): + from ..convert import to_hypergraph + + DH = H.copy() + H = to_hypergraph(DH) + is_directed = True + + if not isinstance(H, Hypergraph): + raise XGIError("The input must be a Hypergraph") settings = { - "min_node_size": 5, - "max_node_size": 30, "min_node_lw": 0, "max_node_lw": 5, - "min_lines_lw": 0, - "max_lines_lw": 50, + "min_node_size": 5, + "max_node_size": 30, + "min_edge_marker_lw": 0, + "max_edge_marker_lw": 5, + "min_edge_marker_size": 0, + "max_edge_marker_size": 5, + "min_dyad_lw": 1, + "max_dyad_lw": 10, "min_source_margin": 0, "min_target_margin": 0, } settings.update(kwargs) - # convert to hypergraph in order to use the augmented projection function - H_conv = convert.to_hypergraph(DH) + node_settings = { + "min_node_lw": settings["min_node_lw"], + "max_node_lw": settings["max_node_lw"], + "min_node_size": settings["min_node_size"], + "max_node_size": settings["max_node_size"], + } - ax, _ = _draw_init(H_conv, ax, True) + edge_marker_settings = { + "min_node_lw": settings["min_edge_marker_lw"], + "max_node_lw": settings["max_edge_marker_lw"], + "min_node_size": settings["min_edge_marker_size"], + "max_node_size": settings["max_edge_marker_size"], + } - if not max_order: - max_order = max_edge_order(H_conv) + if not pos: + pos = bipartite_spring_layout(H) + elif not (isinstance(pos[0], dict) and isinstance(pos[1], dict)): + raise XGIError("Position must be a 2-tuple of dictionaries!") - # set default colors - if lines_fc is None: - lines_fc = H_conv.edges.size + node_pos, edge_pos = pos + if ax is None: + ax = plt.gca() + + if not max_order: + max_order = max_edge_order(H) + + D = H.dual() if edge_marker_fc is None: - edge_marker_fc = H_conv.edges.size + edge_marker_fc = D.nodes.degree - # convert all formats to ndarray - node_size = _draw_arg_to_arr(node_size) - edge_marker_size = _draw_arg_to_arr(edge_marker_size) - lines_lw = _draw_arg_to_arr(lines_lw) + ax, node_collection = draw_nodes( + H=H, + pos=node_pos, + ax=ax, + node_fc=node_fc, + node_ec=node_ec, + node_lw=node_lw, + node_size=node_size, + node_shape=node_shape, + node_fc_cmap=node_fc_cmap, + zorder=2, + params=node_settings, + node_labels=node_labels, + rescale_sizes=rescale_sizes, + **kwargs, + ) - # interpolate if needed - if rescale_sizes and isinstance(node_size, np.ndarray): - node_size = _interp_draw_arg( - node_size, settings["min_node_size"], settings["max_node_size"] + ax, edge_marker_collection = draw_nodes( + H=D, + pos=edge_pos, + ax=ax, + node_fc=edge_marker_fc, + node_ec=edge_marker_ec, + node_lw=edge_marker_lw, + node_size=edge_marker_size, + node_shape=edge_marker_shape, + node_fc_cmap=edge_marker_fc_cmap, + zorder=1, + params=edge_marker_settings, + node_labels=hyperedge_labels, + rescale_sizes=rescale_sizes, + **kwargs, + ) + + if is_directed: + ax = draw_directed_dyads( + DH, + pos=pos, + ax=ax, + max_order=max_order, + dyad_color=dyad_color, + dyad_lw=dyad_lw, + dyad_style=dyad_style, + dyad_color_cmap=dyad_color_cmap, + rescale_sizes=rescale_sizes, + arrowsize=arrowsize, + arrowstyle=arrowstyle, + connectionstyle=connectionstyle, + node_size=node_size, + node_shape=node_shape, + edge_marker_size=edge_marker_size, + edge_marker_shape=edge_marker_shape, + **kwargs, ) - if rescale_sizes and isinstance(edge_marker_size, np.ndarray): - edge_marker_size = _interp_draw_arg( - edge_marker_size, settings["min_node_size"], settings["max_node_size"] + else: + ax, dyad_collection = draw_undirected_dyads( + H, + pos=pos, + ax=ax, + max_order=max_order, + dyad_color=dyad_color, + dyad_lw=dyad_lw, + dyad_style=dyad_style, + dyad_color_cmap=dyad_color_cmap, + rescale_sizes=rescale_sizes, + **kwargs, ) - if rescale_sizes and isinstance(lines_lw, np.ndarray): - lines_lw = _interp_draw_arg( - lines_lw, settings["min_lines_lw"], settings["max_lines_lw"] + + pos = {} + for i, n in enumerate(node_pos): + pos[i] = node_pos[n] + n = H.num_nodes + for i, e in enumerate(edge_pos): + pos[i + n] = edge_pos[e] + + # compute axis limits + _update_lims(pos, ax) + + ax.set_aspect(aspect, "datalim") + + if is_directed: + return ax, (node_collection, edge_marker_collection) + else: + return ax, (node_collection, edge_marker_collection, dyad_collection) + + +def draw_undirected_dyads( + H, + pos=None, + ax=None, + max_order=None, + dyad_color=None, + dyad_lw=1, + dyad_style="solid", + dyad_color_cmap="crest_r", + rescale_sizes=True, + **kwargs, +): + """Draw the bipartite edges of an undirected hypergraph. + + Parameters + ---------- + H : Hypergraph + The hypergraph to draw. + pos : tuple of two dicts, optional + The tuple should contains a (1) dictionary of positions node_id:(x,y) for + placing node markers, and (2) a dictionary of positions edge_id:(x,y) for + placing the edge markers. If None (default), use the `bipartite_spring_layout` + to compute the positions. + ax : matplotlib.pyplot.axes, optional + Axis to draw on. If None (default), get the current axes. + max_order : int, optional + Maximum of hyperedges to plot. If None (default), plots all orders. + dyad_color : str, dict, iterable, optional + Color of the bipartite edges. If str, use the same color for all edges. + If a dict, must contain (hyperedge_id: color_str) pairs. If other iterable, + assume the colors are specified in the same order as the hyperedges are found + in H.edges. By default, "black". + dyad_lw : int, float, dict, iterable, optional + Line width of the bipartite edges. If int or float, use the same width for + all hyperedges. If a dict, must contain (hyperedge_id: width) pairs. If other + iterable, assume the widths are specified in the same order as the hyperedges + are found in H.edges. By default, 1. + dyad_style : str or list of strings, optional + Line style of the dyads, e.g. ‘-’, ‘–’, ‘-.’, ‘:’ or words like ‘solid’ or ‘dashed’. + See matplotlib's documentation for all accepted values. By default, "solid". + dyad_color_cmap : colormap + Colormap for mapping bipartite edge colors. By default, "Greys". + Ignored, if `dyad_color` is a str (single color) or an iterable of colors. + rescale_sizes: bool, optional + If True, linearly interpolate `node_size` and between min/max values + that can be changed in the other argument `params`. + If `node_size` is a single value, this is ignored. By default, True. + **kwargs : optional args + Alternate default values. Values that can be overwritten are the following: + * min_dyad_lw (default: 1) + * max_dyad_lw (default: 10) + + Returns + ------- + ax : matplotlib.pyplot.axes + The axes corresponding the visualization + * dyad_collection : matplotlib LineCollection + of bipartite edges + + Raises + ------ + XGIError + If DiHypergraph is passed. + + See Also + -------- + draw_bipartite + draw_directed_dyads + + """ + settings = { + "min_dyad_lw": 1, + "max_dyad_lw": 10, + } + settings.update(kwargs) + + if not isinstance(H, Hypergraph): + raise XGIError("The input must be a Hypergraph") + + if not pos: + pos = bipartite_spring_layout(H) + + if ax is None: + ax = plt.gca() + + if dyad_color is None: # color is proportional to size + dyad_color = H.edges.size + + if not max_order: + edge_ids = list(H.edges) + max_order = max_edge_order(H) + else: + edge_ids = list(H.edges.filterby("order", max_order, "leq")) + + node_pos, edge_pos = pos + + dyads = to_bipartite_edgelist(H) + dyad_pos = np.asarray( + [(node_pos[e[0]], edge_pos[e[1]]) for e in dyads if e[1] in edge_ids] + ) + + dyad_lw = _draw_arg_to_arr(dyad_lw) + + if rescale_sizes and isinstance(dyad_lw, np.ndarray): + dyad_lw = _interp_draw_arg( + dyad_lw, settings["min_dyad_lw"], settings["max_dyad_lw"] ) # parse colors - lines_fc, lines_c_mapped = _parse_color_arg(lines_fc, H_conv.edges) + dyad_color, dyads_c_mapped = _parse_color_arg(dyad_color, H.edges) + + # The following two list comprehensions map colors assigned to a hyperedge to + # all of the bipartite edges, so that users need not specify colors for every + # node-edge incidence. + if isinstance(dyad_lw, np.ndarray): + dyad_lw = np.array( + list( + chaini([lw] * int(s) for s, lw in zip(H.edges.size.aslist(), dyad_lw)), + dtype=float, + ) + ) + + if isinstance(dyad_color, np.ndarray): + dyad_color = np.array( + list( + chaini( + [dc] * int(s) for s, dc in zip(H.edges.size.aslist(), dyad_color) + ), + ) + ) # convert numbers to colors for FancyArrowPatch - if lines_c_mapped: + if dyads_c_mapped: norm = mpl.colors.Normalize() - m = cm.ScalarMappable(norm=norm, cmap=edge_marker_fc_cmap) - lines_fc = m.to_rgba(lines_fc) + m = cm.ScalarMappable(norm=norm, cmap=dyad_color_cmap) + dyad_color = m.to_rgba(dyad_color) - # compute the augmented projection - # this is a networkx Graph as a bipartite representation of H_conv - # nodes and hyperedges > 2 are represented by nodes - G_aug = _augmented_projection(H_conv) + # check validity of input values + if np.any(dyad_lw < 0): + raise ValueError("dyad_lw cannot contain negative values.") - phantom_nodes = [n for n in list(G_aug.nodes) if n not in list(H_conv.nodes)] + # interpolate if needed + if rescale_sizes and isinstance(dyad_lw, np.ndarray): + dyad_lw = _interp_draw_arg( + dyad_lw, settings["min_dyad_lw"], settings["max_dyad_lw"] + ) - if pos is None: # compute positions, first based on original nodes - pos_nodes = barycenter_spring_layout(H_conv) - # then compute the barycenter positions for the "edge" phantom nodes + dyad_collection = LineCollection( + dyad_pos, + colors=dyad_color, + linewidths=dyad_lw, + antialiaseds=(1,), + linestyle=dyad_style, + cmap=dyad_color_cmap, + zorder=0, + ) - centers = {} - for idx, members in DH.edges.members(dtype=dict).items(): - center = np.zeros((2,)) - edge_bi_id = phantom_nodes[idx] - for node in members: - center += pos_nodes[node] - centers[edge_bi_id] = center / len(members) + ax.add_collection(dyad_collection) + return ax, dyad_collection - # merge both pos dictionaries - pos_nodes.update(centers) - pos = pos_nodes - # recompute positions from the original positions - pos = spring_layout(G_aug, pos=pos, iterations=iterations) +def draw_directed_dyads( + H, + pos=None, + ax=None, + max_order=None, + dyad_color=None, + dyad_lw=1, + dyad_style="solid", + dyad_color_cmap="crest_r", + arrowsize=10, + arrowstyle="->", + connectionstyle="arc3", + node_size=5, + node_shape="o", + edge_marker_size=5, + edge_marker_shape="s", + rescale_sizes=True, + **kwargs, +): + """Draw the bipartite edges of a directed hypergraph. - # draw "node" nodes - ax, node_collection = draw_nodes( - H=H_conv, - pos=pos, - ax=ax, - node_fc=node_fc, - node_ec=node_ec, - node_lw=node_lw, - node_size=node_size, - node_fc_cmap=node_fc_cmap, - node_shape=node_shape, - zorder=4, - params=settings, - node_labels=node_labels, - rescale_sizes=rescale_sizes, - ) + Parameters + ---------- + H : DiHypergraph + The hypergraph to draw. + pos : tuple of two dicts, optional + The tuple should contains a (1) dictionary of positions node_id:(x,y) for + placing node markers, and (2) a dictionary of positions edge_id:(x,y) for + placing the edge markers. If None (default), use the `bipartite_spring_layout` + to compute the positions. + ax : matplotlib.pyplot.axes, optional + Axis to draw on. If None (default), get the current axes. + max_order : int, optional + Maximum of hyperedges to plot. If None (default), plots all orders. + dyad_color : str, dict, iterable, optional + Color of the bipartite edges. If str, use the same color for all edges. + If a dict, must contain (hyperedge_id: color_str) pairs. If other iterable, + assume the colors are specified in the same order as the hyperedges are found + in H.edges. By default, "black". + dyad_lw : int, float, dict, iterable, optional + Line width of the bipartite edges. If int or float, use the same width for + all hyperedges. If a dict, must contain (hyperedge_id: width) pairs. If other + iterable, assume the widths are specified in the same order as the hyperedges + are found in H.edges. By default, 1. + dyad_style : str or list of strings, optional + Line style of the dyads, e.g. ‘-’, ‘–’, ‘-.’, ‘:’ or words like ‘solid’ or ‘dashed’. + See matplotlib's documentation for all accepted values. By default, "solid". + dyad_color_cmap : colormap + Colormap for mapping bipartite edge colors. By default, "Greys". + Ignored, if `dyad_color` is a str (single color) or an iterable of colors. + arrowsize : int (default=10) + Size of the arrow head's length and width. See `matplotlib.patches.FancyArrowPatch` + for attribute `mutation_scale` for more info. Only used if the higher-order network + is a `DiHypergraph`. + arrowstyle : str, optional + By default: '->'. See `matplotlib.patches.ArrowStyle` for more options. + Only used if the higher-order network is a `DiHypergraph`. + connectionstyle : string (default="arc3") + Pass the connectionstyle parameter to create curved arc of rounding + radius rad. For example, connectionstyle='arc3,rad=0.2'. + See `matplotlib.patches.ConnectionStyle` and + `matplotlib.patches.FancyArrowPatch` for more info. + Only used if the higher-order network is a `DiHypergraph`. + rescale_sizes: bool, optional + If True, linearly interpolate `node_size` and between min/max values + that can be changed in the other argument `params`. + If `node_size` is a single value, this is ignored. By default, True. + node_size : int, float, dict, iterable, or NodeStat, optional + Radius of the nodes in pixels. If int or float, use the same radius for all + nodes. If a dict, must contain (node_id: radius) pairs. If iterable, assume + the radiuses are specified in the same order as the nodes are found in + H.nodes. If NodeStat, use a monotonic linear interpolation defined between + min_node_size and max_node_size. Used for arrow spacing. By default, 7. + node_shape : str, optional + Marker used for the nodes. Used for arrow spacing. By default 'o' (circle marker). + edge_marker_size : int, float, dict, iterable, or EdgeStat, optional + Radius of the edge markers in pixels. If int or float, use the same radius for all + edge markers. If a dict, must contain (edge_id: radius) pairs. If iterable, assume + the radii are specified in the same order as the edges are found in + H.edges. If EdgeStat, use a monotonic linear interpolation defined between + min_edge_marker_size and max_edge_marker_size. Used for arrow spacing. By default, 7. + edge_marker_shape: str, optional + Marker used for the hyperedges. If "", no marker is + displayed. Used for arrow spacing. By default 's' (square marker). + **kwargs : optional args + Alternate default values. Values that can be overwritten are the following: + * min_dyad_lw (default: 1) + * max_dyad_lw (default: 10) - # draw "edge" phantom nodes - if edge_marker_toggle: + Returns + ------- + ax : matplotlib.pyplot.axes + The axes corresponding the visualization + dyad_collection : list of FancyArrowPatches + representing directed bipartite edges - HG_phantom = Hypergraph() - HG_phantom.add_nodes_from(phantom_nodes) # dummy HG + Raises + ------ + XGIError + If something different than a DiHypergraph is passed. - ax, phantom_node_collection = draw_nodes( - H=HG_phantom, - pos=pos, - ax=ax, - node_fc=edge_marker_fc, - node_ec=edge_marker_ec, - node_lw=edge_marker_lw, - node_size=edge_marker_size, - node_shape=edge_marker, - node_fc_cmap=edge_marker_fc_cmap, - zorder=2, - params=settings, - rescale_sizes=rescale_sizes, - ) + See Also + -------- + draw_bipartite + draw_directed_dyads - if hyperedge_labels: - labels = {i: ii for i, ii in zip(phantom_nodes, H_conv.edges)} - draw_node_labels( - HG_phantom, - pos=pos, - node_labels=labels, - ax_nodes=ax, - font_color_nodes="white", - zorder=3, - ) + """ + settings = { + "min_dyad_lw": 1, + "max_dyad_lw": 10, + "min_source_margin": 0, + "min_target_margin": 0, + } + settings.update(kwargs) + + if not isinstance(H, DiHypergraph): + raise XGIError("Input must be a DiHypergraph") + + if not pos: + from ..convert import to_hypergraph + pos = bipartite_spring_layout(to_hypergraph(H)) + + if ax is None: + ax = plt.gca() + + if dyad_color is None: # color is proportional to size + dyad_color = H.edges.size + + if not max_order: + edge_ids = list(H.edges) + max_order = H.edges.order.max() else: - phantom_node_collection = None + edge_ids = list(H.edges.filterby("order", max_order, "leq")) + + dyad_lw = _draw_arg_to_arr(dyad_lw) + node_size = _draw_arg_to_arr(node_size) + edge_marker_size = _draw_arg_to_arr(edge_marker_size) + + if rescale_sizes and isinstance(dyad_lw, np.ndarray): + dyad_lw = _interp_draw_arg( + dyad_lw, settings["min_dyad_lw"], settings["max_dyad_lw"] + ) + + # parse colors + dyad_color, dyads_c_mapped = _parse_color_arg(dyad_color, H.edges) + + # convert numbers to colors for FancyArrowPatch + if dyads_c_mapped: + norm = mpl.colors.Normalize() + m = cm.ScalarMappable(norm=norm, cmap=dyad_color_cmap) + dyad_color = m.to_rgba(dyad_color) + + # check validity of input values + if np.any(dyad_lw < 0): + raise ValueError("dyad_lw cannot contain negative values.") - for dyad in H_conv.edges.filterby("size", 2).members(): - try: - index = max(n for n in G_aug.nodes if isinstance(n, int)) + 1 - except ValueError: - # The list of node-labels has no integers, so I start from 0 - index = 0 - G_aug.add_edges_from([[list(dyad)[0], index], [list(dyad)[1], index]]) + # interpolate if needed + if rescale_sizes and isinstance(dyad_lw, np.ndarray): + dyad_lw = _interp_draw_arg( + dyad_lw, settings["min_dyad_lw"], settings["max_dyad_lw"] + ) - edges = DH.edges.filterby("size", 2, "geq") + node_pos, edge_pos = pos - nodes_id = list(DH.nodes) # in original order, to find index for arrays + """Helper functions""" - def _arrow_shrink(source="node", target="edge"): + def _arrow_shrink( + source="node", target="edge", node_size=None, edge_marker_size=None + ): """Compute the shrink factor for the arrows based on node sizes.""" def to_marker_edge(marker_size, marker): @@ -1828,20 +2195,12 @@ def to_marker_edge(marker_size, marker): else: return marker_size / 2 - shrink_source = 0 # space from source to tail - shrink_target = 0 # space from head to target - - if isinstance(node_size, np.ndarray): # many node sizes - source_node_size = node_size[nodes_id.index(node)] - shrink_source = to_marker_edge(source_node_size, node_shape) - else: - shrink_source = to_marker_edge(node_size, node_shape) - - if isinstance(edge_marker_size, np.ndarray): - target_node_size = edge_marker_size[idx] - shrink_target = to_marker_edge(target_node_size, edge_marker) - else: - shrink_target = to_marker_edge(edge_marker_size, edge_marker) + shrink_source = to_marker_edge( + node_size, node_shape + ) # space from source to tail + shrink_target = to_marker_edge( + edge_marker_size, edge_marker_shape + ) # space from head to target if shrink_source < settings["min_source_margin"]: shrink_source = settings["min_source_margin"] @@ -1859,69 +2218,95 @@ def to_marker_edge(marker_size, marker): # We are using single patches rather than a PatchCollection of arrows # because Matplotlib has an old bug: FancyArrowPatch has incompatibilities # with PatchCollection (https://github.com/matplotlib/matplotlib/issues/2341) - # We are thus following the approach used by Netoworkx + # We are thus following the approach used by NetworkX # https://github.com/networkx/networkx/pull/2760 + edges = H.edges + nodes = H.nodes + edge_to_idx = dict(zip(edges, range(len(edges)))) + node_to_idx = dict(zip(nodes, range(len(nodes)))) patches = [] - for idx, dimembers in edges.dimembers(dtype=dict).items(): - - edge_bi_id = phantom_nodes[idx] - - for node in dimembers[0]: # lines going towards the center - - xy_source = pos[node] - xy_target = pos[edge_bi_id] - - shrink_source, shrink_target = _arrow_shrink(source="node", target="edge") - if lines_c_mapped: - lines_color = lines_fc[idx] - else: - lines_color = lines_fc - - patch = FancyArrowPatch( - xy_source, - xy_target, - arrowstyle=arrowstyle, - shrinkA=shrink_source, - shrinkB=shrink_target, - mutation_scale=arrowsize, - linewidth=lines_lw, - zorder=0, - color=lines_color, - connectionstyle=connectionstyle, - ) # arrows go behind nodes - - patches.append(patch) - ax.add_patch(patch) - - for node in dimembers[1]: # lines going out from the center - - xy_source = pos[edge_bi_id] - xy_target = pos[node] - - shrink_source, shrink_target = _arrow_shrink(source="edge", target="node") - if lines_c_mapped: - lines_color = lines_fc[idx] + for e, (tail, head) in edges.dimembers(dtype=dict).items(): + if e in edge_ids: + if isinstance(dyad_lw, np.ndarray): # many node sizes + dlw = dyad_lw[edge_to_idx[n]] else: - lines_color = lines_fc - - patch = FancyArrowPatch( - xy_source, - xy_target, - arrowstyle=arrowstyle, - shrinkA=shrink_source, - shrinkB=shrink_target, - mutation_scale=arrowsize, - linewidth=lines_lw, - zorder=0, - color=lines_color, - connectionstyle=connectionstyle, - ) # arrows go behind nodes - - patches.append(patch) - ax.add_patch(patch) + dlw = dyad_lw - # compute axis limits - _update_lims(pos_nodes, ax) + if dyads_c_mapped: + d_color = dyad_color[edge_to_idx[e]] + else: + d_color = dyad_color - return ax, (node_collection, phantom_node_collection) + if isinstance(edge_marker_size, np.ndarray): # many node sizes + ems = edge_marker_size[edge_to_idx[e]] + else: + ems = edge_marker_size + + for n in tail: # lines going towards the center + + xy_source = node_pos[n] + xy_target = edge_pos[e] + + if isinstance(node_size, np.ndarray): # many node sizes + ns = node_size[node_to_idx[n]] + else: + ns = node_size + + shrink_source, shrink_target = _arrow_shrink( + source="node", + target="edge", + node_size=ns, + edge_marker_size=ems, + ) + + patch = FancyArrowPatch( + xy_source, + xy_target, + arrowstyle=arrowstyle, + shrinkA=shrink_source, + shrinkB=shrink_target, + mutation_scale=arrowsize, + linewidth=dlw, + linestyle=dyad_style, + zorder=0, + color=d_color, + connectionstyle=connectionstyle, + ) # arrows go behind nodes + + patches.append(patch) + ax.add_patch(patch) + + for n in head: # lines going out from the center + xy_source = edge_pos[e] + xy_target = node_pos[n] + + if isinstance(node_size, np.ndarray): # many node sizes + ns = node_size[node_to_idx[n]] + else: + ns = node_size + + shrink_source, shrink_target = _arrow_shrink( + source="edge", + target="node", + node_size=ns, + edge_marker_size=ems, + ) + + patch = FancyArrowPatch( + xy_source, + xy_target, + arrowstyle=arrowstyle, + shrinkA=shrink_source, + shrinkB=shrink_target, + mutation_scale=arrowsize, + linewidth=dlw, + linestyle=dyad_style, + zorder=0, + color=d_color, + connectionstyle=connectionstyle, + ) # arrows go behind nodes + + patches.append(patch) + ax.add_patch(patch) + return ax diff --git a/xgi/drawing/draw_utils.py b/xgi/drawing/draw_utils.py index 5ba61c957..c8a1d7c9e 100644 --- a/xgi/drawing/draw_utils.py +++ b/xgi/drawing/draw_utils.py @@ -58,7 +58,7 @@ def _update_lims(pos, ax): """ # compute axis limits - pos_arr = np.asarray([[x, y] for n, (x, y) in pos.items()]) + pos_arr = np.asarray([[x, y] for _, (x, y) in pos.items()]) maxx, maxy = np.max(pos_arr, axis=0) minx, miny = np.min(pos_arr, axis=0) diff --git a/xgi/drawing/layout.py b/xgi/drawing/layout.py index 034f128dc..ff0e4164c 100644 --- a/xgi/drawing/layout.py +++ b/xgi/drawing/layout.py @@ -7,7 +7,8 @@ from numpy.linalg import inv, svd from .. import convert -from ..core import SimplicialComplex +from ..convert import to_bipartite_graph +from ..core import DiHypergraph, SimplicialComplex __all__ = [ "random_layout", @@ -18,6 +19,8 @@ "circular_layout", "spiral_layout", "barycenter_kamada_kawai_layout", + "bipartite_spring_layout", + "edge_positions_from_barycenters", ] @@ -188,6 +191,108 @@ def _augmented_projection(H, weighted=False): return G +def bipartite_spring_layout(H, seed=None, k=None, **kwargs): + """ + Position the nodes and edges using Fruchterman-Reingold force-directed + algorithm using the hypergraph converted to a bipartite network. + + Parameters + ---------- + H : Hypergraph + A position will be assigned to every node and edge in H. + seed : int, RandomState instance or None optional (default=None) + Set the random state for deterministic node layouts. + If int, `seed` is the seed used by the random number generator, + If None (default), random numbers are sampled from the + numpy random number generator without initialization. + k : float + The spring constant of the links. When k=None (default), + k = 1/sqrt(N). For more information, see the documentation + for the NetworkX spring_layout() function. + kwargs : + Optional arguments for the NetworkX spring_layout() function. + See https://networkx.org/documentation/stable/reference/generated/networkx.drawing.layout.spring_layout.html + + + Returns + ------- + pos : tuple of dicts + A tuple of two dictionaries: + the first is a dictionary of positions keyed by node + the second is a dictionary of positions keyed by edge + + See Also + -------- + random_layout + pairwise_spring_layout + weighted_barycenter_spring_layout + + Examples + -------- + >>> import xgi + >>> N = 50 + >>> ps = [0.1, 0.01] + >>> H = xgi.random_hypergraph(N, ps) + >>> pos = xgi.bipartite_spring_layout(H) + """ + if seed is not None: + random.seed(seed) + + G, nodedict, edgedict = to_bipartite_graph(H, index=True) + + # Creating a dictionary for the position of the nodes with the standard spring + # layout + pos = nx.spring_layout(G, seed=seed, k=k, **kwargs) + + node_pos = {nodedict[i]: pos[i] for i in nodedict} + edge_pos = {edgedict[i]: pos[i] for i in edgedict} + + return node_pos, edge_pos + + +def edge_positions_from_barycenters(H, node_pos): + """ + Given a higher-order network and node positions, assigns + edge marker positions to be the barycenters of its + member nodes. + + Parameters + ---------- + H : Hypergraph, SimplicialComplex, or DiHypergraph + A position will be assigned to every node and edge in H. + node_pos : dict + Nodal positions where keys are node ids and values are + Numpy arrays of the positions. + + Returns + ------- + edge_pos : dict + a dictionary of positions keyed by edge + + See Also + -------- + bipartite_spring_layout + + Examples + -------- + >>> import xgi + >>> N = 50 + >>> ps = [0.1, 0.01] + >>> H = xgi.random_hypergraph(N, ps) + >>> node_pos = xgi.pairwise_spring_layout(H) + >>> edge_pos = xgi.edge_positions_from_barycenters(H, node_pos) + """ + if isinstance(H, DiHypergraph): + from ..convert import to_hypergraph + + H = to_hypergraph(H) + edge_pos = {} + for id, e in H.edges.members(dtype=dict).items(): + edge_pos[id] = np.mean([node_pos[n] for n in e], axis=0) + + return edge_pos + + def barycenter_spring_layout( H, return_phantom_graph=False, seed=None, k=None, **kwargs ):