diff --git a/doc/tutorial/climada_util_local_exceedance_values.ipynb b/doc/tutorial/climada_util_local_exceedance_values.ipynb new file mode 100644 index 000000000..d763d664e --- /dev/null +++ b/doc/tutorial/climada_util_local_exceedance_values.ipynb @@ -0,0 +1,705 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "\n", + "# Local exceedance intensities, local exceedance impacts, and return periods" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "This is a tutorial to present and explain certain methods avaibale in `Hazard` and `Impact` objects. These methods compute local exceedance values for user-defined return periods (`Hazard.local_exceedance_intensity()` and `Impact.local_exceedance_impact()`), or local return periods for user-defined threshold values (`Hazard.local_return_period()` or `Impact.local_return_period()`)." + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Define a dummy Hazard object\n", + "\n", + "We first define a simple TC Hazard object with which we will demonstrate the methods and their different parameter choices. The Hazard object consists of two events and a spatial event of four centroids, A, B, C and D. The first has a (estimated) frequency of 9 every 100years, and the second even has a (estimated) frequency of once every 100years. The two events have the following spatial intensity pattern (in unit m/s)\n", + "| event_id | centroid A | centroid B | centroid C | centroid D |\n", + "| ---: | ---: | ---: | ---: | ---: |\n", + "| 1 | 0 | 0 | 10 | 50 |\n", + "| 2 | 0 | 100 | 100 | 100 |\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", 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" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# import packages\n", + "import numpy as np\n", + "from scipy import sparse\n", + "import warnings\n", + "\n", + "warnings.filterwarnings(\"ignore\")\n", + "\n", + "from climada.hazard.base import Hazard\n", + "from climada.hazard.centroids.centr import Centroids\n", + "from climada.util.plot import plot_from_gdf\n", + "\n", + "# hazard intensity\n", + "intensity = sparse.csr_matrix([[0, 0, 10, 50], [0, 100, 100, 100]])\n", + "\n", + "# hazard centroids\n", + "centroids = Centroids(lat=np.array([2, 2, 1, 1]), lon=np.array([1, 2, 1, 2]))\n", + "\n", + "# define hazard\n", + "hazard = Hazard(\n", + " haz_type=\"TC\",\n", + " intensity=intensity,\n", + " fraction=np.full_like(intensity, 1),\n", + " centroids=centroids,\n", + " event_id=np.array([1, 2]),\n", + " event_name=[\"ev1\", \"ev2\"],\n", + " date=np.array([1, 2]),\n", + " orig=np.array([True, True]),\n", + " frequency=np.array([9.0 / 100, 1.0 / 100]),\n", + " frequency_unit=\"1/year\",\n", + " units=\"m/s\",\n", + ")\n", + "hazard.intensity_thres = 0\n", + "\n", + "# plot first eventhazard\n", + "hazard.plot_intensity(event=1, smooth=False, figsize=(4, 4));" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Compute local exceedance intensities\n", + "\n", + "We now ask the question, given the information from the Hazard object, which hazard intensity do we expect at each centroid to reoccur at specific return periods. For instance, we could ask which intensity to expect every 5, 70, and 150 years. This question is addressed by the method `Hazard.local_exceedance_intensity()` which we will explain in the following, including different parameter settings one can choose from.\n", + "\n", + "**Examplary calculation for centroid D**\n", + "\n", + "We first sort the centroid's intensites in descending order. Centroid D has the two intensities\n", + "`intensities_descending = [100, 50]`. Then, the corresponding frequencies will be accumulated in this order, giving the cumulative frequencies\n", + "`cumulative_frequencies = [0.01, 0.1]` (note that 9/100 + 1/100 = 1/10). The return periods of the different intensities are then given by `1/cummulative_frequencies`. This means that our data for centroid C suggests that, e.g., we expect on average every 100years an event with an intensity that exceeds 100m/s. The information for centroid C is summarized as\n", + "| intensity (m/s) | return period (years) |\n", + "| ---: | ---: | \n", + "| 100 | 100 | \n", + "| 50 | 10 | \n", + "\n", + "Now, the question is how we want to estimate the exceedance intensity for return periods 5, 30, and 150 years. " + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Option 1 (default setting): interpolation without extrapolation\n", + "\n", + "For the return periods inside the range of observed return periods (here, 30), one can simply interpolate between the data points. For return periods outside the range of observed return periods (here, 5 and 150), the cautious answer is \"we don't know\" and one returns NaN. This behaviour is given using `method='interpolate'` which is the default setting. \n", + "\n", + "Note that, by default, the linear interpolation between data points is done after converting the data to logarithmic scale. However, this can be controlled by changing the boolean parameters `log_frequency` and `log_intensity`. The default setting is chosen because, when extrapolating, the logarithmic scales avoid negative numbers." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "local_exceedance_intensity, title, column_label = hazard.local_exceedance_intensity(\n", + " return_periods=[5, 30, 150], method=\"interpolate\"\n", + ")\n", + "plot_from_gdf(\n", + " local_exceedance_intensity, title, column_label, smooth=False, figsize=(10, 6)\n", + ");" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Option 2: extrapolation\n", + "\n", + "If the user wants to guess the return periods outside the range of observed return periods (here, 5 and 150), they can use `method='extrapolate'`. This just extends the last interpolation piece inside the data range beyond the data borders. If there is only a single data point, this setting returns the given intensity (e.g., 100m/s for centroid B) for return periods above the observed return period (e.g., 100 years for centroid B), and zero intensity for return periods below. Also centroid with events intensity will be assigned zero exceedance intensity." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "local_exceedance_intensity, title, column_label = hazard.local_exceedance_intensity(\n", + " return_periods=[5, 30, 150], method=\"extrapolate\"\n", + ")\n", + "plot_from_gdf(\n", + " local_exceedance_intensity, title, column_label, smooth=False, figsize=(10, 6)\n", + ");" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Option 3: extrapolation with constant values" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Users who want to extrapolate in a more cautious way can use `method='extrapolate_constant'`. Here, return periods above the largest obsvered return period are assigned the largest intensity, and return periods below the smallest observed return periods are assigned 0." + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "local_exceedance_intensity, title, column_label = hazard.local_exceedance_intensity(\n", + " return_periods=[5, 30, 150], method=\"extrapolate_constant\"\n", + ")\n", + "plot_from_gdf(\n", + " local_exceedance_intensity, title, column_label, smooth=False, figsize=(10, 6)\n", + ");" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Option 4: stepfunction" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, instead of interpolating between the data points, one can use `method='stepfunction'`. Here, return periods will be assigned the exceedance intensity of the next smaller of the observed return periods. The extrapolation behaviour is the same as for `method='extrapolate_constant'`. " + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "local_exceedance_intensity, title, column_label = hazard.local_exceedance_intensity(\n", + " return_periods=[5, 30, 150], method=\"stepfunction\"\n", + ")\n", + "plot_from_gdf(\n", + " local_exceedance_intensity, title, column_label, smooth=False, figsize=(10, 6)\n", + ");" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Compute local return periods\n", + "\n", + "The inverse question to asking about local exceedance frequencies is to ask about local return periods. For instance, we could ask every how many years (on average) do we expect intensities exceeding 5m/s, 30m/s, and 150m/s.\n", + "\n", + "This question is addressed by the method `Hazard.local_return_period()`. The different choices are similar to the choices available in `Hazard.local_exceedance_intensity()`, see Options 1-4 above. For instance, if we use `method='extrapolate', we obtain the local return periods shown below. Note that the main difference to the local exceedance intensities described above is that, for a threshold intensity above all observed intensities, the method assigns NaN, and for a threshold intensity below all observed intensities, the method assigns the smallest observed return period." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# method: extrapolation\n", + "local_return_period, title, column_label = hazard.local_return_period(\n", + " threshold_intensities=[5, 30, 150], method=\"extrapolate_constant\"\n", + ")\n", + "plot_from_gdf(local_return_period, title, column_label, smooth=False, figsize=(10, 6));" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# method: extrapolation\n", + "local_return_period, title, column_label = hazard.local_return_period(\n", + " threshold_intensities=[5, 30, 150], method=\"extrapolate\"\n", + ")\n", + "plot_from_gdf(local_return_period, title, column_label, smooth=False, figsize=(10, 6));" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Comparison of the described methods on a more realistic Hazard object\n", + "\n", + "We now showcase the different settings for `Hazard.local_exceedance_intensity()` with a realistic example (historic tropical cyclones in Florida from 1990 to 2004). First, we read in the hazard object.\n" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2024-11-05 09:33:26,780 - climada.hazard.io - INFO - Reading /Users/vgebhart/climada/demo/data/tc_fl_1990_2004.h5\n" + ] + } + ], + "source": [ + "# load example hazard object\n", + "from climada.hazard import Hazard, Centroids\n", + "from climada.util import HAZ_DEMO_H5\n", + "\n", + "haz_tc_fl = Hazard.from_hdf5(\n", + " HAZ_DEMO_H5\n", + ") # Historic tropical cyclones in Florida from 1990 to 2004\n", + "haz_tc_fl.check() # Use always the check() method to see if the hazard has been loaded correctly" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next, we plot the hazards local exceedance intensities for test return periods of 10, 100 and 200 years. We use the setting `\"method=extrapolate\"`. Furthermore, we indicate a specific centroid (red circle) that we will analyse in more detail below. " + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "import cartopy.crs as ccrs\n", + "\n", + "# choose centroid index for analysis below\n", + "i_centroid = 1363\n", + "coordinates_centroid = haz_tc_fl.centroids.coord[i_centroid]\n", + "\n", + "local_exceedance_intensity, title, column_label = haz_tc_fl.local_exceedance_intensity(\n", + " return_periods=[10, 100, 200], method=\"extrapolate\"\n", + ")\n", + "axes = plot_from_gdf(local_exceedance_intensity, title, column_label, figsize=(12, 8))\n", + "for axis in axes:\n", + " axis.plot(\n", + " coordinates_centroid[1],\n", + " coordinates_centroid[0],\n", + " marker=\"o\",\n", + " markersize=10,\n", + " markerfacecolor=\"none\",\n", + " markeredgecolor=\"red\",\n", + " transform=ccrs.PlateCarree(),\n", + " )" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now, we calculate the local exceedance frequencies for a return period range from 5 to 250 years, using the four different options explained above." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "test_return_periods = np.arange(5, 250, 1)\n", + "interpolated = haz_tc_fl.local_exceedance_intensity(return_periods=test_return_periods)[\n", + " 0\n", + "]\n", + "extrapolated = haz_tc_fl.local_exceedance_intensity(\n", + " return_periods=test_return_periods, method=\"extrapolate\"\n", + ")[0]\n", + "extrapolated_constant = haz_tc_fl.local_exceedance_intensity(\n", + " return_periods=test_return_periods, method=\"extrapolate_constant\"\n", + ")[0]\n", + "stepfunction = haz_tc_fl.local_exceedance_intensity(\n", + " return_periods=test_return_periods, method=\"stepfunction\"\n", + ")[0]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, we focus on a specific centroid (red circle in above plots) and show how the different options of `Hazard.local_exceedance_intensity()` can lead to different results. The test return periods from above are indicated as dotted lines. Note in particular that the test return periods 5 years and 200 years that we considered above, lie outside the range of oberved values for this centroid (blue scatter points). Thus, depending on the extrapolation choice, `Hazard.local_exceedance_intensity()` either returns NaN (`\"method=interpolate\"`, default option) or different extrapolated estimates." + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# plot different extrapolation methods at at centroid\n", + "import matplotlib.pyplot as plt\n", + "\n", + "fig, axes = plt.subplots(2, 2, figsize=(9, 9))\n", + "plt.subplots_adjust(wspace=0.4, hspace=0.4)\n", + "\n", + "for axis, local_exceedance_intensity, color, title in zip(\n", + " axes.flatten(),\n", + " [interpolated, extrapolated, extrapolated_constant, stepfunction],\n", + " [\"teal\", \"g\", \"r\", \"orange\"],\n", + " [\"interpolate\", \"extrapolate\", \"extrapolate_constant\", \"stepfunction\"],\n", + "):\n", + " axis.plot(\n", + " test_return_periods,\n", + " local_exceedance_intensity.values[i_centroid, 1:],\n", + " color=color,\n", + " )\n", + " axis.set_ylabel(\"Local exceedance internsity (m/s)\")\n", + " axis.set_xlabel(\"Return period (years)\")\n", + " axis.scatter(\n", + " 1\n", + " / (\n", + " haz_tc_fl.frequency[0] * np.arange(11, 0, -1)\n", + " ), # sorted return periods of intensity values at centroid\n", + " np.sort(np.unique(haz_tc_fl.intensity[:, i_centroid].toarray()))[\n", + " 1:\n", + " ], # sorted intensity values at centroid\n", + " s=10,\n", + " color=\"k\",\n", + " )\n", + " axis.vlines([10, 100, 200], ymin=-1, ymax=70, linestyles=\":\", colors=\"gray\")\n", + " axis.set_title(f'method = \"{title}\"')\n", + " axis.set_xlim([-1, 250])\n", + " axis.set_ylim([-1, 65])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Compute local exceedance impacts and local return periods of impact objects\n", + "\n", + "Completely analogous to the above explained methods `Hazard.local_exceedance_intensity()` and `Hazard.local_return_period()` of a `Hazard` object, an `Impact` object has the methods `Impact.local_exceedance_impact()` and `Impact.local_return_period()` (to be added soon).\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2024-11-05 09:33:54,085 - climada.hazard.io - INFO - Reading /Users/vgebhart/climada/data/hazard/tropical_cyclone/tropical_cyclone_10synth_tracks_150arcsec_HTI_1980_2020/v2/tropical_cyclone_10synth_tracks_150arcsec_HTI_1980_2020.hdf5\n" + ] + } + ], + "source": [ + "# prepare hazard object\n", + "\n", + "import warnings\n", + "\n", + "warnings.filterwarnings(\"ignore\")\n", + "\n", + "from climada.entity import ImpactFuncSet, ImpfTropCyclone\n", + "from climada.engine import ImpactCalc\n", + "from climada.util.api_client import Client\n", + "from climada.util.constants import CMAP_IMPACT\n", + "from climada.util.plot import plot_from_gdf\n", + "\n", + "client = Client()\n", + "haz_tc_haiti = client.get_hazard(\n", + " \"tropical_cyclone\",\n", + " properties={\n", + " \"country_name\": \"Haiti\",\n", + " \"climate_scenario\": \"historical\",\n", + " \"nb_synth_tracks\": \"10\",\n", + " },\n", + ")\n", + "haz_tc_haiti.check()" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2024-11-05 09:33:55,424 - climada.entity.exposures.base - INFO - Reading /Users/vgebhart/climada/data/exposures/litpop/LitPop_150arcsec_HTI/v3/LitPop_150arcsec_HTI.hdf5\n", + "2024-11-05 09:33:55,443 - climada.entity.exposures.base - INFO - Hazard type not set in impf_\n", + "2024-11-05 09:33:55,443 - climada.entity.exposures.base - INFO - category_id not set.\n", + "2024-11-05 09:33:55,444 - climada.entity.exposures.base - INFO - cover not set.\n", + "2024-11-05 09:33:55,444 - climada.entity.exposures.base - INFO - deductible not set.\n", + "2024-11-05 09:33:55,444 - climada.entity.exposures.base - INFO - centr_ not set.\n" + ] + } + ], + "source": [ + "# prepare exposure\n", + "\n", + "exposure = client.get_litpop(country=\"Haiti\")\n", + "exposure.check()" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [], + "source": [ + "# prepare impact function\n", + "\n", + "impf_tc = ImpfTropCyclone.from_emanuel_usa()\n", + "impf_set = ImpactFuncSet([impf_tc])\n", + "impf_set.check()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2024-11-05 09:33:55,455 - climada.entity.exposures.base - INFO - No specific impact function column found for hazard TC. Using the anonymous 'impf_' column.\n", + "2024-11-05 09:33:55,456 - climada.entity.exposures.base - INFO - Matching 1329 exposures with 1332 centroids.\n", + "2024-11-05 09:33:55,459 - climada.util.coordinates - INFO - No exact centroid match found. Reprojecting coordinates to nearest neighbor closer than the threshold = 100\n", + "2024-11-05 09:33:55,463 - climada.engine.impact_calc - INFO - Calculating impact for 3987 assets (>0) and 43560 events.\n" + ] + } + ], + "source": [ + "# compute impact\n", + "\n", + "impact = ImpactCalc(exposure, impf_set, haz_tc_haiti).impact(save_mat=True)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2024-11-05 09:33:55,477 - climada.engine.impact - INFO - Computing exceedance impact map for return periods: [10, 50, 100, 200]\n" + ] + } + ], + "source": [ + "# compute local exceedance impacts\n", + "\n", + "return_periods = [10, 50, 100, 200]\n", + "loacl_exceedance_impacts, title, column_label = impact.local_exceedance_impact(\n", + " return_periods=return_periods\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# plot local exceedance impacts\n", + "plot_from_gdf(\n", + " loacl_exceedance_impacts, title, column_label, smooth=False, cmap=CMAP_IMPACT\n", + ");" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "2024-11-05 09:34:25,248 - climada.engine.impact - INFO - Computing return period map for impacts: [1000, 10000, 100000, 1000000]\n" + ] + } + ], + "source": [ + "# compute local return periods of impact\n", + "threshold_impact = [1000, 10000, 100000, 1000000]\n", + "local_return_periods, title, column_label = impact.local_return_period(\n", + " threshold_impact=threshold_impact\n", + ")" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": 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", + "text/plain": [ + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# plot local return periods of impacts\n", + "plot_from_gdf(local_return_periods, title, column_label, smooth=False);" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "climada_env_311", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.11.6" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}