{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Dissolve" ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "execution": { "iopub.execute_input": "2022-09-15T05:04:14.113654Z", "iopub.status.busy": "2022-09-15T05:04:14.113388Z", "iopub.status.idle": "2022-09-15T05:04:15.767580Z", "shell.execute_reply": "2022-09-15T05:04:15.767015Z" }, "ExecuteTime": { "end_time": "2023-05-10T23:13:20.378023453Z", "start_time": "2023-05-10T23:13:17.787585617Z" } }, "outputs": [], "source": [ "import geopandas\n", "import starepandas\n", "import numpy\n", "import pystare\n", "import matplotlib.pyplot as plt\n", "import datetime\n", "import multiprocessing" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "execution": { "iopub.execute_input": "2022-09-15T05:04:15.770874Z", "iopub.status.busy": "2022-09-15T05:04:15.770566Z", "iopub.status.idle": "2022-09-15T05:04:15.810664Z", "shell.execute_reply": "2022-09-15T05:04:15.810116Z" }, "ExecuteTime": { "end_time": "2023-05-10T23:13:20.602740848Z", "start_time": "2023-05-10T23:13:20.353322189Z" } }, "outputs": [], "source": [ "world = geopandas.read_file(geopandas.datasets.get_path('naturalearth_lowres'))" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Manual merging SIDs\n", "We are extracting all SIDS from the dataframe and merge them in a compressed range" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "execution": { "iopub.execute_input": "2022-09-15T05:04:15.813206Z", "iopub.status.busy": "2022-09-15T05:04:15.812924Z", "iopub.status.idle": "2022-09-15T05:04:16.804242Z", "shell.execute_reply": "2022-09-15T05:04:16.803732Z" }, "ExecuteTime": { "end_time": "2023-05-10T23:13:22.510568433Z", "start_time": "2023-05-10T23:13:20.527985049Z" } }, "outputs": [], "source": [ "continent = world[world.continent=='South America']\n", "continent = starepandas.STAREDataFrame(continent, add_sids=True, level=7, add_trixels=True, n_partitions=1)\n", "sids = numpy.concatenate(list(continent['sids']))" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "execution": { "iopub.execute_input": "2022-09-15T05:04:16.806922Z", "iopub.status.busy": "2022-09-15T05:04:16.806749Z", "iopub.status.idle": "2022-09-15T05:04:23.397399Z", "shell.execute_reply": "2022-09-15T05:04:23.396878Z" }, "ExecuteTime": { "end_time": "2023-05-10T23:13:32.850266270Z", "start_time": "2023-05-10T23:13:22.455126410Z" } }, "outputs": [], "source": [ "sids = numpy.unique(sids)\n", "s_range = pystare.to_compressed_range(sids)\n", "sids1 = pystare.expand_intervals(s_range , -1, multi_resolution=True)" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "execution": { "iopub.execute_input": "2022-09-15T05:04:23.399659Z", "iopub.status.busy": "2022-09-15T05:04:23.399410Z", "iopub.status.idle": "2022-09-15T05:04:30.019378Z", "shell.execute_reply": "2022-09-15T05:04:30.018841Z" }, "ExecuteTime": { "end_time": "2023-05-10T23:13:43.985333262Z", "start_time": "2023-05-10T23:13:43.979340858Z" } }, "outputs": [], "source": [ "# Equivalent to\n", "sids2 = starepandas.compress_sids(sids)" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "execution": { "iopub.execute_input": "2022-09-15T05:04:30.021618Z", "iopub.status.busy": "2022-09-15T05:04:30.021378Z", "iopub.status.idle": "2022-09-15T05:04:30.087134Z", "shell.execute_reply": "2022-09-15T05:04:30.086626Z" }, "ExecuteTime": { "end_time": "2023-05-10T23:13:44.105202470Z", "start_time": "2023-05-10T23:13:43.994644355Z" } }, "outputs": [ { "data": { "text/plain": " pop_est continent name iso_a3 gdp_md_est \n9 44938712.0 South America Argentina ARG 445445 \\\n10 18952038.0 South America Chile CHL 282318 \n20 3398.0 South America Falkland Is. FLK 282 \n28 3461734.0 South America Uruguay URY 56045 \n29 211049527.0 South America Brazil BRA 1839758 \n30 11513100.0 South America Bolivia BOL 40895 \n31 32510453.0 South America Peru PER 226848 \n32 50339443.0 South America Colombia COL 323615 \n40 28515829.0 South America Venezuela VEN 482359 \n41 782766.0 South America Guyana GUY 5173 \n42 581363.0 South America Suriname SUR 3697 \n44 17373662.0 South America Ecuador ECU 107435 \n156 7044636.0 South America Paraguay PRY 38145 \n\n geometry \n9 MULTIPOLYGON (((-68.63401 -52.63637, -68.25000... \\\n10 MULTIPOLYGON (((-68.63401 -52.63637, -68.63335... \n20 POLYGON ((-61.20000 -51.85000, -60.00000 -51.2... \n28 POLYGON ((-57.62513 -30.21629, -56.97603 -30.1... \n29 POLYGON ((-53.37366 -33.76838, -53.65054 -33.2... \n30 POLYGON ((-69.52968 -10.95173, -68.78616 -11.0... \n31 POLYGON ((-69.89364 -4.29819, -70.79477 -4.251... \n32 POLYGON ((-66.87633 1.25336, -67.06505 1.13011... \n40 POLYGON ((-60.73357 5.20028, -60.60118 4.91810... \n41 POLYGON ((-56.53939 1.89952, -56.78270 1.86371... \n42 POLYGON ((-54.52475 2.31185, -55.09759 2.52375... \n44 POLYGON ((-75.37322 -0.15203, -75.23372 -0.911... \n156 POLYGON ((-58.16639 -20.17670, -57.87067 -20.7... \n\n sids \n9 [1831874332805038087, 1831909517177126919, 183... \\\n10 [1822268999224786951, 1822339367968964615, 182... \n20 [1807104534854500359, 1807245272342855687, 180... \n28 [2632353982198054918, 2661627379775963142, 266... \n29 [2749447572509687812, 2796735368597078020, 286... \n30 [2684145377912815620, 2692026677260713989, 270... \n31 [2693152577167556612, 2699907976608612356, 268... \n32 [2666130979403333637, 2667256879310176261, 266... \n40 [2486549944261935109, 2743255123022053381, 274... \n41 [2767743445995880454, 2758489956136517639, 275... \n42 [2759017721717850119, 2759052906089938951, 275... \n44 [2668523516705374214, 2669086466658795526, 267... \n156 [2639390856615821318, 2792372506458062854, 279... \n\n trixels \n9 MULTIPOLYGON (((-68.10744 -55.31801, -67.97225... \n10 MULTIPOLYGON (((-70.49911 -54.87622, -70.66819... \n20 MULTIPOLYGON (((-60.67409 -51.68503, -59.57634... \n28 MULTIPOLYGON (((-55.17662 -32.24790, -55.77960... \n29 MULTIPOLYGON (((-53.69934 -4.63080, -61.44765 ... \n30 MULTIPOLYGON (((-62.76428 -18.88667, -66.06621... \n31 MULTIPOLYGON (((-74.96857 -15.27649, -72.04021... \n32 MULTIPOLYGON (((-75.36119 8.42106, -76.79015 5... \n40 MULTIPOLYGON (((-67.79536 8.98813, -70.10240 1... \n41 MULTIPOLYGON (((-58.56295 5.89722, -59.38264 7... \n42 MULTIPOLYGON (((-56.93751 2.38886, -56.40173 3... \n44 MULTIPOLYGON (((-78.07509 -2.31151, -78.84541 ... \n156 MULTIPOLYGON (((-61.01690 -22.26119, -61.90025... 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pop_estcontinentnameiso_a3gdp_md_estgeometrysidstrixels
944938712.0South AmericaArgentinaARG445445MULTIPOLYGON (((-68.63401 -52.63637, -68.25000...[1831874332805038087, 1831909517177126919, 183...MULTIPOLYGON (((-68.10744 -55.31801, -67.97225...
1018952038.0South AmericaChileCHL282318MULTIPOLYGON (((-68.63401 -52.63637, -68.63335...[1822268999224786951, 1822339367968964615, 182...MULTIPOLYGON (((-70.49911 -54.87622, -70.66819...
203398.0South AmericaFalkland Is.FLK282POLYGON ((-61.20000 -51.85000, -60.00000 -51.2...[1807104534854500359, 1807245272342855687, 180...MULTIPOLYGON (((-60.67409 -51.68503, -59.57634...
283461734.0South AmericaUruguayURY56045POLYGON ((-57.62513 -30.21629, -56.97603 -30.1...[2632353982198054918, 2661627379775963142, 266...MULTIPOLYGON (((-55.17662 -32.24790, -55.77960...
29211049527.0South AmericaBrazilBRA1839758POLYGON ((-53.37366 -33.76838, -53.65054 -33.2...[2749447572509687812, 2796735368597078020, 286...MULTIPOLYGON (((-53.69934 -4.63080, -61.44765 ...
3011513100.0South AmericaBoliviaBOL40895POLYGON ((-69.52968 -10.95173, -68.78616 -11.0...[2684145377912815620, 2692026677260713989, 270...MULTIPOLYGON (((-62.76428 -18.88667, -66.06621...
3132510453.0South AmericaPeruPER226848POLYGON ((-69.89364 -4.29819, -70.79477 -4.251...[2693152577167556612, 2699907976608612356, 268...MULTIPOLYGON (((-74.96857 -15.27649, -72.04021...
3250339443.0South AmericaColombiaCOL323615POLYGON ((-66.87633 1.25336, -67.06505 1.13011...[2666130979403333637, 2667256879310176261, 266...MULTIPOLYGON (((-75.36119 8.42106, -76.79015 5...
4028515829.0South AmericaVenezuelaVEN482359POLYGON ((-60.73357 5.20028, -60.60118 4.91810...[2486549944261935109, 2743255123022053381, 274...MULTIPOLYGON (((-67.79536 8.98813, -70.10240 1...
41782766.0South AmericaGuyanaGUY5173POLYGON ((-56.53939 1.89952, -56.78270 1.86371...[2767743445995880454, 2758489956136517639, 275...MULTIPOLYGON (((-58.56295 5.89722, -59.38264 7...
42581363.0South AmericaSurinameSUR3697POLYGON ((-54.52475 2.31185, -55.09759 2.52375...[2759017721717850119, 2759052906089938951, 275...MULTIPOLYGON (((-56.93751 2.38886, -56.40173 3...
4417373662.0South AmericaEcuadorECU107435POLYGON ((-75.37322 -0.15203, -75.23372 -0.911...[2668523516705374214, 2669086466658795526, 267...MULTIPOLYGON (((-78.07509 -2.31151, -78.84541 ...
1567044636.0South AmericaParaguayPRY38145POLYGON ((-58.16639 -20.17670, -57.87067 -20.7...[2639390856615821318, 2792372506458062854, 279...MULTIPOLYGON (((-61.01690 -22.26119, -61.90025...
\n
" }, "execution_count": 6, "metadata": {}, "output_type": "execute_result" } ], "source": [ "continent" ] }, { "cell_type": "code", "execution_count": 7, "metadata": { "execution": { "iopub.execute_input": "2022-09-15T05:04:30.089503Z", "iopub.status.busy": "2022-09-15T05:04:30.089136Z", "iopub.status.idle": "2022-09-15T05:04:30.979217Z", "shell.execute_reply": "2022-09-15T05:04:30.978526Z" }, "ExecuteTime": { "end_time": "2023-05-10T23:13:48.993975152Z", "start_time": "2023-05-10T23:13:46.835540270Z" } }, "outputs": [ { "data": { "text/plain": "" }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
", "image/png": 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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig, ax = plt.subplots(dpi=100, figsize=(7, 7))\n", "ax.grid(True)\n", "\n", "continent.plot(ax=ax, trixels=True, boundary=False, column='name', zorder=0, linewidth=2, alpha=0.2)\n", "continent.plot(ax=ax, trixels=True, boundary=True, column='name', zorder=0, linewidth=0.5)\n", "\n", "df = starepandas.STAREDataFrame(sids=[sids2], add_trixels=True)\n", "df.plot(ax=ax, trixels=True, boundary=True, color='black', zorder=2, linewidth=2)\n", "\n", "#plt.savefig('dissolve.png')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## High level functions" ] }, { "cell_type": "code", "execution_count": 8, "metadata": { "execution": { "iopub.execute_input": "2022-09-15T05:04:30.982843Z", "iopub.status.busy": "2022-09-15T05:04:30.982524Z", "iopub.status.idle": "2022-09-15T05:04:31.111290Z", "shell.execute_reply": "2022-09-15T05:04:31.110671Z" }, "ExecuteTime": { "end_time": "2023-05-10T23:13:50.536798546Z", "start_time": "2023-05-10T23:13:50.277443113Z" } }, "outputs": [], "source": [ "west = world[world['continent'].isin(['Europe', 'North America'])]\n", "west = starepandas.STAREDataFrame(west, add_sids=True, level=4, add_trixels=False)" ] }, { "cell_type": "code", "execution_count": 16, "metadata": { "execution": { "iopub.execute_input": "2022-09-15T05:04:31.113879Z", "iopub.status.busy": "2022-09-15T05:04:31.113606Z", "iopub.status.idle": "2022-09-15T05:04:38.831710Z", "shell.execute_reply": "2022-09-15T05:04:38.831139Z" }, "ExecuteTime": { "end_time": "2023-05-10T23:18:19.813216922Z", "start_time": "2023-05-10T23:18:05.078457681Z" } }, "outputs": [ { "data": { "text/plain": " sids pop_est \ncontinent \nEurope [648518346341351428, 900719925474099204, 10448... 144373535.0 \\\nNorth America [1170935903116328964, 1173187702930014212, 117... 37589262.0 \n\n name iso_a3 gdp_md_est \ncontinent \nEurope Russia RUS 1699876 \nNorth America Canada CAN 1736425 ", "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
sidspop_estnameiso_a3gdp_md_est
continent
Europe[648518346341351428, 900719925474099204, 10448...144373535.0RussiaRUS1699876
North America[1170935903116328964, 1173187702930014212, 117...37589262.0CanadaCAN1736425
\n
" }, "execution_count": 16, "metadata": {}, "output_type": "execute_result" } ], "source": [ "west.stare_dissolve(by='continent', aggfunc='first', geom=False)" ] }, { "cell_type": "code", "execution_count": 15, "metadata": { "execution": { "iopub.execute_input": "2022-09-15T05:04:38.833808Z", "iopub.status.busy": "2022-09-15T05:04:38.833571Z", "iopub.status.idle": "2022-09-15T05:04:38.872135Z", "shell.execute_reply": "2022-09-15T05:04:38.871582Z" }, "ExecuteTime": { "end_time": "2023-05-10T23:18:02.127184473Z", "start_time": "2023-05-10T23:18:01.963218198Z" } }, "outputs": [ { "data": { "text/plain": " geometry pop_est \ncontinent \nEurope MULTIPOLYGON (((-53.55484 2.33490, -53.77852 2... 745412452.0 \\\nNorth America MULTIPOLYGON (((-155.22217 19.23972, -155.5421... 583756036.0 \n\n name \ncontinent \nEurope RussiaNorwayFranceSwedenBelarusUkrainePolandAu... \\\nNorth America CanadaUnited States of AmericaHaitiDominican R... \n\n iso_a3 gdp_md_est \ncontinent \nEurope RUSNORFRASWEBLRUKRPOLAUTHUNMDAROULTULVAESTDEUB... 21587850 \nNorth America CANUSAHTIDOMBHSGRLMEXPANCRINICHNDSLVGTMBLZPRIJ... 25075988 ", "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
geometrypop_estnameiso_a3gdp_md_est
continent
EuropeMULTIPOLYGON (((-53.55484 2.33490, -53.77852 2...745412452.0RussiaNorwayFranceSwedenBelarusUkrainePolandAu...RUSNORFRASWEBLRUKRPOLAUTHUNMDAROULTULVAESTDEUB...21587850
North AmericaMULTIPOLYGON (((-155.22217 19.23972, -155.5421...583756036.0CanadaUnited States of AmericaHaitiDominican R...CANUSAHTIDOMBHSGRLMEXPANCRINICHNDSLVGTMBLZPRIJ...25075988
\n
" }, "execution_count": 15, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# We have to drop the sids column\n", "west.drop('sids', axis=1).dissolve(by='continent', aggfunc='sum')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Multiprocessing" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "### By continent" ] }, { "cell_type": "code", "execution_count": 17, "metadata": { "execution": { "iopub.execute_input": "2022-09-15T05:04:38.874449Z", "iopub.status.busy": "2022-09-15T05:04:38.874211Z", "iopub.status.idle": "2022-09-15T05:04:46.443388Z", "shell.execute_reply": "2022-09-15T05:04:46.442754Z" }, "ExecuteTime": { "end_time": "2023-05-10T23:18:36.657023977Z", "start_time": "2023-05-10T23:18:22.994875562Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0:00:13.544795\n" ] } ], "source": [ "start = datetime.datetime.now()\n", "west.stare_dissolve(by='continent', geom=False, num_workers=1)\n", "print(datetime.datetime.now() - start)" ] }, { "cell_type": "code", "execution_count": 18, "metadata": { "execution": { "iopub.execute_input": "2022-09-15T05:04:46.445681Z", "iopub.status.busy": "2022-09-15T05:04:46.445451Z", "iopub.status.idle": "2022-09-15T05:04:50.427397Z", "shell.execute_reply": "2022-09-15T05:04:50.426710Z" }, "scrolled": true, "ExecuteTime": { "end_time": "2023-05-10T23:18:46.346845695Z", "start_time": "2023-05-10T23:18:36.596563611Z" } }, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "0:00:09.751718\n" ] } ], "source": [ "start = datetime.datetime.now()\n", "west.stare_dissolve(by='continent', geom=False, num_workers=4)\n", "print(datetime.datetime.now() - start)" ] }, { "cell_type": "code", "execution_count": 19, "metadata": { "execution": { "iopub.execute_input": "2022-09-15T05:04:50.429735Z", "iopub.status.busy": "2022-09-15T05:04:50.429382Z", "iopub.status.idle": "2022-09-15T05:04:50.833054Z", "shell.execute_reply": "2022-09-15T05:04:50.832294Z" }, "ExecuteTime": { "end_time": "2023-05-10T23:18:47.225838583Z", "start_time": "2023-05-10T23:18:46.324104922Z" } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n", "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n", "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n", "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n", "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n", "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n", "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n", "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n", "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n", "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n", "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n", "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n", "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n", "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n", "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n", "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n", "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n", "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n", "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n", "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n", "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n", "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n", "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n", "/home/griessbaum/.virtualenvs/starepandas/lib/python3.10/site-packages/shapely/set_operations.py:133: RuntimeWarning: invalid value encountered in intersection\n", " return lib.intersection(a, b, **kwargs)\n" ] } ], "source": [ "trixels = west.make_trixels(num_workers=4, wrap_lon=False)\n", "trixels = starepandas.split_antimeridian_series(trixels, drop=True)\n", "west.set_trixels(trixels, inplace=True)" ] }, { "cell_type": "code", "execution_count": 21, "metadata": { "execution": { "iopub.execute_input": "2022-09-15T05:04:50.835430Z", "iopub.status.busy": "2022-09-15T05:04:50.835213Z", "iopub.status.idle": "2022-09-15T05:04:50.977058Z", "shell.execute_reply": "2022-09-15T05:04:50.976537Z" }, "ExecuteTime": { "end_time": "2023-05-10T23:19:01.411967419Z", "start_time": "2023-05-10T23:19:00.796760584Z" } }, "outputs": [ { "data": { "text/plain": "" }, "execution_count": 21, "metadata": {}, "output_type": "execute_result" }, { "data": { "text/plain": "
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" }, "metadata": {}, "output_type": "display_data" } ], "source": [ "west.reset_index().plot(column='continent')" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "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": "3.10.4" } }, "nbformat": 4, "nbformat_minor": 4 }