{
"cells": [
{
"cell_type": "markdown",
"source": [
"# Working with individual Geometries"
],
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%% md\n"
}
}
},
{
"cell_type": "code",
"execution_count": 1,
"outputs": [],
"source": [
"import starepandas\n",
"import shapely\n",
"import matplotlib.pyplot as plt"
],
"metadata": {
"collapsed": false,
"pycharm": {
"name": "#%%\n"
}
}
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"execution": {
"iopub.execute_input": "2022-09-15T05:05:57.430243Z",
"iopub.status.busy": "2022-09-15T05:05:57.429968Z",
"iopub.status.idle": "2022-09-15T05:05:57.468208Z",
"shell.execute_reply": "2022-09-15T05:05:57.467453Z"
},
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"data": {
"text/plain": [
"array([694152476940566535, 694222845684744199, 595609846812770312,\n",
" 595636235091836936, 595645031184859144, 595653827277881352,\n",
" 595662623370903560, 595689011649970184, 595706603836014600,\n",
" 595724196022059016, 595732992115081224, 596067243649925128,\n",
" 596111224115036168, 596128816301080584, 694126088661499912,\n",
" 694134884754522120, 694143680847544328, 694187661312655368,\n",
" 694196457405677576, 694205253498699784, 694214049591721992,\n",
" 694328398801010696, 694574689405632520, 694583485498654728,\n",
" 694601077684699144, 694609873777721352, 694627465963765768,\n",
" 694636262056787976, 694645058149810184, 701453234148999176,\n",
" 701506010707132424, 701514806800154632, 701523602893176840,\n",
" 701532398986199048, 701541195079221256, 701549991172243464,\n",
" 701567583358287880, 701752301311754248, 701761097404776456,\n",
" 701778689590820872, 701787485683843080, 701796281776865288,\n",
" 701805077869887496, 701813873962909704, 701822670055931912,\n",
" 701866650521042952, 701893038800109576, 701901834893131784,\n",
" 701910630986153992, 701919427079176200, 701963407544287240,\n",
" 701980999730331656, 701989795823353864, 702033776288464904,\n",
" 702051368474509320, 702060164567531528])"
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"polygon = shapely.geometry.Polygon([[102.1, 33.1], \n",
" [101.1, 35.1], \n",
" [102.1, 35.1], \n",
" [104.1, 33.1], \n",
" [102.1, 33.1]])\n",
"\n",
"indices = starepandas.sids_from_polygon(polygon, level=8, force_ccw=True)\n",
"indices"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {
"execution": {
"iopub.execute_input": "2022-09-15T05:05:57.472772Z",
"iopub.status.busy": "2022-09-15T05:05:57.472503Z",
"iopub.status.idle": "2022-09-15T05:05:57.492162Z",
"shell.execute_reply": "2022-09-15T05:05:57.491583Z"
},
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"data": {
"image/svg+xml": [
""
],
"text/plain": [
""
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"starepandas.to_trixels(indices, as_multipolygon=True)"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {
"execution": {
"iopub.execute_input": "2022-09-15T05:05:57.494547Z",
"iopub.status.busy": "2022-09-15T05:05:57.494261Z",
"iopub.status.idle": "2022-09-15T05:05:57.810177Z",
"shell.execute_reply": "2022-09-15T05:05:57.809394Z"
},
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [],
"source": [
"geom = shapely.wkt.loads('''POLYGON ((61.21081709172574 35.65007233330923, \n",
" 62.23065148300589 35.27066396742229, \n",
" 71.34813113799026 38.25890534113216, \n",
" 72.92002485544447 36.72000702569632, \n",
" 69.31776411324256 31.90141225842444, \n",
" 68.92667687365767 31.62018911389207, \n",
" 66.34647260932442 29.88794342703618, \n",
" 65.04686201361611 29.56003062592809, \n",
" 64.14800215033125 29.34081920014597, \n",
" 63.55026085801117 29.46833079682617, \n",
" 61.69931440618083 31.37950613049267, \n",
" 60.96370039250601 33.52883230237626, \n",
" 60.80319339380745 34.40410187431986, \n",
" 61.21081709172574 35.65007233330923))''')\n",
"indices = starepandas.sids_from_polygon(geom, level=10, force_ccw=True)"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {
"execution": {
"iopub.execute_input": "2022-09-15T05:05:57.813976Z",
"iopub.status.busy": "2022-09-15T05:05:57.813673Z",
"iopub.status.idle": "2022-09-15T05:05:59.790730Z",
"shell.execute_reply": "2022-09-15T05:05:59.790146Z"
},
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"data": {
"text/plain": [
"[]"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots()\n",
"ax.grid(True)\n",
"\n",
"trixels = starepandas.to_trixels(indices, as_multipolygon=False)\n",
"\n",
"for triangle in trixels:\n",
" ax.plot(*triangle.exterior.xy, color='y')\n",
"ax.plot(*geom.exterior.xy, marker='o', color='b')"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"execution": {
"iopub.execute_input": "2022-09-15T05:05:59.792942Z",
"iopub.status.busy": "2022-09-15T05:05:59.792712Z",
"iopub.status.idle": "2022-09-15T05:06:00.122932Z",
"shell.execute_reply": "2022-09-15T05:06:00.122417Z"
},
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"0x38647e866b75c887 0x3864000000000005\n"
]
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"fig, ax = plt.subplots()\n",
"ax.grid(True)\n",
"\n",
"pt = shapely.geometry.Point(66, 34.3)\n",
"pt_stare5 = starepandas.sids_from_shapely(pt, 5)\n",
"pt_stare6 = starepandas.sids_from_shapely(pt, 6)\n",
"pt_stare7 = starepandas.sids_from_shapely(pt, 7)\n",
"pt_trixel5 = starepandas.to_trixels(pt_stare5)\n",
"pt_trixel6 = starepandas.to_trixels(pt_stare6)\n",
"pt_trixel7 = starepandas.to_trixels(pt_stare7)\n",
"\n",
"\n",
"index_ranges = starepandas.sids_from_polygon(geom, level=7, force_ccw=True)\n",
"triangles = starepandas.to_trixels(index_ranges)\n",
"for triangle in triangles:\n",
" ax.plot(*triangle.exterior.xy, color='y', zorder=0)\n",
"ax.plot(*geom.exterior.coords.xy, marker='o', zorder=1)\n",
"\n",
"\n",
"ax.plot(pt.x, pt.y, marker='*', color='r', zorder=1)\n",
"ax.plot(*pt_trixel6.exterior.coords.xy, color='m', zorder=2)\n",
"ax.plot(*pt_trixel7.exterior.coords.xy, color='r', zorder=3)\n",
"\n",
"#ax.plot(*pt_trixel5.exterior.coords.xy, color='g', zorder=2)\n",
"intersection_trixel = starepandas.to_trixels([4063372763795030021])\n",
"ax.plot(*intersection_trixel.exterior.xy, color='green', \n",
" linewidth=3)\n",
"\n",
"print(hex(4063511879588628615), hex(4063372763795030021))"
]
},
{
"cell_type": "markdown",
"metadata": {
"pycharm": {
"name": "#%% md\n"
}
},
"source": [
"## Intersection"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {
"execution": {
"iopub.execute_input": "2022-09-15T05:06:00.125650Z",
"iopub.status.busy": "2022-09-15T05:06:00.125325Z",
"iopub.status.idle": "2022-09-15T05:06:06.699619Z",
"shell.execute_reply": "2022-09-15T05:06:06.699063Z"
},
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"import pystare \n",
"fig, ax = plt.subplots()\n",
"ax.grid(True)\n",
"\n",
"polygon1 = shapely.geometry.Polygon([[102, 33], [101, 35], [105, 34], [104, 33], [102, 33]])\n",
"polygon2 = shapely.geometry.Polygon([[102, 34], [106, 35], [106, 33], [102, 33.5], [102, 34]])\n",
"\n",
"range_indices1 = starepandas.sids_from_polygon(polygon1, level=10, force_ccw=True)\n",
"range_indices2 = starepandas.sids_from_polygon(polygon2, level=10, force_ccw=True)\n",
"\n",
"triangles1 = starepandas.to_trixels(range_indices1)\n",
"triangles2 = starepandas.to_trixels(range_indices2)\n",
"\n",
"for triangle in triangles1:\n",
" ax.plot(*triangle.exterior.xy, color='blue', linewidth=0.5)\n",
"\n",
"for triangle in triangles2:\n",
" ax.plot(*triangle.exterior.xy, color='red', linewidth=0.5)\n",
" \n",
"ax.plot(*polygon1.exterior.xy, marker='o', linewidth=2, color='blue')\n",
"ax.plot(*polygon2.exterior.xy, marker='o', linewidth=2, color='red')\n",
"\n",
"intersect = pystare.intersect(range_indices1, range_indices2)\n",
"triangles3 = starepandas.to_trixels(intersect)\n",
"\n",
"\n",
"for triangle in triangles3:\n",
" ax.plot(*triangle.exterior.xy, color='green', linewidth=1)"
]
},
{
"cell_type": "markdown",
"metadata": {
"pycharm": {
"name": "#%% md\n"
}
},
"source": [
"## High Level"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {
"execution": {
"iopub.execute_input": "2022-09-15T05:06:06.703735Z",
"iopub.status.busy": "2022-09-15T05:06:06.702688Z",
"iopub.status.idle": "2022-09-15T05:06:08.133880Z",
"shell.execute_reply": "2022-09-15T05:06:08.133362Z"
},
"pycharm": {
"name": "#%%\n"
}
},
"outputs": [
{
"data": {
"text/plain": [
""
]
},
"execution_count": 8,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
"image/png": 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\n",
"text/plain": [
""
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"polygon1 = shapely.geometry.Polygon([[102, 33], [101, 35], [105, 34], [104, 33], [102, 33]])\n",
"polygon2 = shapely.geometry.Polygon([[102, 34], [106, 35], [106, 33], [102, 33.5], [102, 34]])\n",
"\n",
"sids1 = starepandas.sids_from_polygon(polygon1, level=5, force_ccw=True)\n",
"sids2 = starepandas.sids_from_polygon(polygon2, level=5, force_ccw=True)\n",
"df = starepandas.STAREDataFrame(sids=[sids1])\n",
"\n",
"intersection = df.stare_intersection(sids2)\n",
"df2 = starepandas.STAREDataFrame(sids=intersection)\n",
"df2.add_trixels().plot(trixels=True)"
]
}
],
"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
}