{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "## View tables" ] }, { "cell_type": "code", "execution_count": 30, "metadata": {}, "outputs": [], "source": [ "import os\n", "import pandas as pd\n", "import numpy as np" ] }, { "cell_type": "code", "execution_count": 31, "metadata": {}, "outputs": [], "source": [ "path_root = os.path.dirname(os.path.dirname(os.path.abspath('.')))\n", "path_tables = os.path.join(path_root, 'analysis', '0730_fetch_tables')" ] }, { "cell_type": "code", "execution_count": 32, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "['TC_IF_TOD_DAY_PLAN',\n", " 'TC_IF_TOD_HOLIDAY_PLAN',\n", " 'TC_IF_TOD_RED_YELLO',\n", " 'TC_IF_TOD_WEEK_PLAN',\n", " 'TL_IF_SIGL',\n", " 'TL_IF_SIGL_CYCL',\n", " 'TM_FA_CRSRD',\n", " 'TN_IF_SIGL_FLOW']" ] }, "execution_count": 32, "metadata": {}, "output_type": "execute_result" } ], "source": [ "filenames = [filename[:-4] for filename in os.listdir(path_tables) if filename.endswith('csv')]\n", "filenames" ] }, { "cell_type": "code", "execution_count": 33, "metadata": {}, "outputs": [], "source": [ "dfs = {filename:pd.read_csv(os.path.join(path_tables, filename)+'.csv') for filename in filenames}" ] }, { "cell_type": "code", "execution_count": 89, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "TC_IF_TOD_DAY_PLAN\n" ] }, { "data": { "text/html": [ "
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CRSRD_IDPLAN_NOHOURMINCYCLOFFSETRINGA_PHASE1RINGA_PHASE2RINGA_PHASE3RINGA_PHASE4...RINGA_PHASE8RINGB_PHASE1RINGB_PHASE2RINGB_PHASE3RINGB_PHASE4RINGB_PHASE5RINGB_PHASE6RINGB_PHASE7RINGB_PHASE8LAST_MDFCN_DT
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" ], "text/plain": [ " CRSRD_ID PLAN_NO HOUR MIN CYCL OFFSET RINGA_PHASE1 RINGA_PHASE2 \\\n", "0 436 1 0 0 200 35 40 90 \n", "1 436 1 7 0 200 35 30 100 \n", "2 436 1 9 0 200 35 50 85 \n", "3 436 1 18 0 200 35 55 65 \n", "4 437 1 0 0 200 5 77 28 \n", "\n", " RINGA_PHASE3 RINGA_PHASE4 ... RINGA_PHASE8 RINGB_PHASE1 RINGB_PHASE2 \\\n", "0 40 30 ... 0 40 90 \n", "1 40 30 ... 0 30 100 \n", "2 35 30 ... 0 50 85 \n", "3 50 30 ... 0 55 65 \n", "4 46 49 ... 0 77 28 \n", "\n", " RINGB_PHASE3 RINGB_PHASE4 RINGB_PHASE5 RINGB_PHASE6 RINGB_PHASE7 \\\n", "0 40 30 0 0 0 \n", "1 40 30 0 0 0 \n", "2 35 30 0 0 0 \n", "3 50 30 0 0 0 \n", "4 46 49 0 0 0 \n", "\n", " RINGB_PHASE8 LAST_MDFCN_DT \n", "0 0 2024-07-25 15:54:37.318000 \n", "1 0 2024-07-25 15:54:37.318000 \n", "2 0 2024-07-25 15:54:37.318000 \n", "3 0 2024-07-25 15:54:37.318000 \n", "4 0 2024-07-25 15:54:37.318000 \n", "\n", "[5 rows x 23 columns]" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "array([ 2, 436, 437, 438, 442, 443, 444, 455, 456, 457, 458, 459, 460,\n", " 461, 462, 463, 464, 472, 474, 482, 483, 484, 485, 486, 488, 490,\n", " 491, 492, 493, 494, 498, 499, 500, 502, 503, 504, 514, 515, 523,\n", " 524, 527, 551, 561, 565, 575, 576, 581, 582, 583, 611, 615, 631,\n", " 632, 633, 634, 635, 636, 637, 638, 639, 640])" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "i = 0\n", "filename = filenames[i]\n", "print(filename)\n", "display(dfs[filename].head())\n", "display(np.sort(dfs[filename].CRSRD_ID.unique()))" ] }, { "cell_type": "code", "execution_count": 90, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "TC_IF_TOD_HOLIDAY_PLAN\n" ] }, { "data": { "text/html": [ "
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CRSRD_IDMNTHDAYPLAN_NOLAST_MDFCN_DT
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" ], "text/plain": [ " CRSRD_ID MNTH DAY PLAN_NO LAST_MDFCN_DT\n", "0 3 1 1 3 2024-08-05 10:44:40.682000\n", "1 3 1 2 3 2024-08-05 10:44:40.698000" ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "array([3])" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "i = 1\n", "filename = filenames[i]\n", "print(filename)\n", "display(dfs[filename].head())\n", "display(np.sort(dfs[filename].CRSRD_ID.unique()))" ] }, { "cell_type": "code", "execution_count": 91, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "TC_IF_TOD_RED_YELLO\n" ] }, { "data": { "text/html": [ "
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CRSRD_IDPLAN_NOPHASERINGA_FLOWRINGA_RED_SECRINGA_YELLO_SECRINGA_MIN_SECRINGB_FLOWRINGB_RED_SECRINGB_YELLO_SECRINGB_MIN_SECLAST_MDFCN_DT
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" ], "text/plain": [ " CRSRD_ID PLAN_NO PHASE RINGA_FLOW RINGA_RED_SEC RINGA_YELLO_SEC \\\n", "0 436 1 1 5 0 4 \n", "1 436 1 2 8 0 4 \n", "2 436 1 3 7 0 4 \n", "3 436 1 4 6 0 4 \n", "4 437 1 1 6 0 4 \n", "\n", " RINGA_MIN_SEC RINGB_FLOW RINGB_RED_SEC RINGB_YELLO_SEC RINGB_MIN_SEC \\\n", "0 10 2 0 4 10 \n", "1 30 3 0 4 30 \n", "2 32 4 0 4 32 \n", "3 27 1 0 4 27 \n", "4 31 2 0 4 31 \n", "\n", " LAST_MDFCN_DT \n", "0 NaN \n", "1 NaN \n", "2 NaN \n", "3 NaN \n", "4 NaN " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "array([ 2, 436, 437, 438, 442, 443, 444, 455, 456, 457, 458, 459, 460,\n", " 461, 462, 463, 464, 472, 474, 482, 483, 484, 485, 486, 488, 490,\n", " 491, 492, 493, 494, 498, 499, 500, 502, 503, 504, 514, 515, 523,\n", " 524, 527, 565, 575, 576, 581, 582, 583, 611, 615, 631, 632, 633,\n", " 634, 635, 636, 637, 638, 639, 640])" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "i = 2\n", "filename = filenames[i]\n", "print(filename)\n", "display(dfs[filename].head())\n", "display(np.sort(dfs[filename].CRSRD_ID.unique()))" ] }, { "cell_type": "code", "execution_count": 92, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "TC_IF_TOD_WEEK_PLAN\n" ] }, { "data": { "text/html": [ "
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CRSRD_IDSUN_PLAN_NOMON_PLAN_NOTUE_PLAN_NOWED_PLAN_NOTHU_PLAN_NOFRI_PLAN_NOSAT_PLAN_NOLAST_MDFCN_DT
0121111122024-08-05 10:44:38.679000
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" ], "text/plain": [ " CRSRD_ID SUN_PLAN_NO MON_PLAN_NO TUE_PLAN_NO WED_PLAN_NO THU_PLAN_NO \\\n", "0 1 2 1 1 1 1 \n", "1 436 1 1 1 1 1 \n", "2 437 1 1 1 1 1 \n", "3 438 1 1 1 1 1 \n", "4 442 1 1 1 1 1 \n", "\n", " FRI_PLAN_NO SAT_PLAN_NO LAST_MDFCN_DT \n", "0 1 2 2024-08-05 10:44:38.679000 \n", "1 1 1 2024-07-25 16:01:06 \n", "2 1 1 2024-07-25 16:01:06 \n", "3 1 1 2024-07-25 16:01:06 \n", "4 1 1 2024-07-25 16:01:06 " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "array([ 1, 436, 437, 438, 442, 443, 444, 455, 456, 457, 458, 459, 460,\n", " 461, 462, 463, 464, 472, 474, 482, 483, 484, 485, 486, 488, 490,\n", " 491, 492, 493, 494, 498, 499, 500, 502, 503, 504, 514, 515, 523,\n", " 524, 527, 551, 561, 565, 575, 576, 581, 582, 583, 611, 615, 631,\n", " 632, 633, 634, 635, 636, 637, 638, 639, 640])" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "i = 3\n", "filename = filenames[i]\n", "print(filename)\n", "display(dfs[filename].head())\n", "display(np.sort(dfs[filename].CRSRD_ID.unique()))" ] }, { "cell_type": "code", "execution_count": 93, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "TL_IF_SIGL\n" ] }, { "data": { "text/html": [ "
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PHASE_DTCRSRD_IDRINGA_PHASERINGA_FLOWRINGB_PHASERINGB_FLOWMAP_MODEFRST_REG_DT
02024-07-31 08:58:46436282302024-07-31 08:58:46.799000
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" ], "text/plain": [ " PHASE_DT CRSRD_ID RINGA_PHASE RINGA_FLOW RINGB_PHASE \\\n", "0 2024-07-31 08:58:46 436 2 8 2 \n", "1 2024-07-31 08:58:46 437 3 8 3 \n", "2 2024-07-31 08:58:46 438 1 6 1 \n", "3 2024-07-31 08:58:46 442 1 6 1 \n", "4 2024-07-31 08:58:46 443 1 6 1 \n", "\n", " RINGB_FLOW MAP_MODE FRST_REG_DT \n", "0 3 0 2024-07-31 08:58:46.799000 \n", "1 3 0 2024-07-31 08:58:46.799000 \n", "2 2 0 2024-07-31 08:58:46.799000 \n", "3 1 0 2024-07-31 08:58:46.799000 \n", "4 2 0 2024-07-31 08:58:46.799000 " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "array([436, 437, 438, 442, 443, 444, 455, 456, 457, 458])" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "i = 4\n", "filename = filenames[i]\n", "print(filename)\n", "display(dfs[filename].head())\n", "display(np.sort(dfs[filename].CRSRD_ID.unique()))" ] }, { "cell_type": "code", "execution_count": 94, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "TL_IF_SIGL_CYCL\n" ] }, { "data": { "text/html": [ "
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" ], "text/plain": [ " CRSRD_ID CRSRD_NM CRSRD_TYPE CTRLER_TYPE TRFLIG_TYPE NODE_ID \\\n", "0 123 서현3거리 0 1 1 123 \n", "1 145 장안로삼거리(신동아빌라) 0 1 1 145 \n", "2 701 정혜사 0 1 1 701 \n", "3 375 동안교 삼거리 0 1 1 375 \n", "4 378 낙생지하차도 삼거리 0 1 1 378 \n", "\n", " LTTD LGTD PPC_TYPE MAIN_PHASE LOS_YN USE_YN \\\n", "0 37.37840 127.12594 1 1 Y Y \n", "1 37.36776 127.14022 1 1 Y Y \n", "2 37.42803 127.09346 1 1 Y Y \n", "3 37.39774 127.10967 1 1 Y Y \n", "4 37.38968 127.10889 1 1 Y Y \n", "\n", " FRST_REG_DT LAST_MDFCN_DT MAIN_CRSRD_ID GRP_NO ZONE_ID \n", "0 2024-07-16 17:11:22.680000 NaN NaN NaN NaN \n", "1 2024-07-16 17:11:22.680000 NaN NaN NaN NaN \n", "2 2024-07-16 17:11:22.680000 NaN NaN NaN NaN \n", "3 2024-07-16 17:11:22.680000 NaN NaN NaN NaN \n", "4 2024-07-16 17:11:22.680000 NaN NaN NaN NaN " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "array([ 1, 2, 5, 6, 9, 14, 15, 16, 18, 19, 24,\n", " 25, 27, 33, 38, 40, 44, 46, 49, 50, 53, 57,\n", " 64, 72, 78, 79, 83, 89, 91, 95, 96, 100, 102,\n", " 103, 104, 106, 119, 123, 131, 134, 135, 144, 145, 151,\n", " 154, 155, 156, 163, 167, 169, 172, 175, 178, 180, 183,\n", " 185, 191, 193, 201, 208, 214, 215, 217, 220, 222, 226,\n", " 231, 232, 240, 243, 245, 247, 249, 250, 254, 256, 259,\n", " 260, 263, 267, 270, 272, 273, 279, 281, 284, 287, 291,\n", " 293, 297, 298, 299, 300, 302, 305, 307, 320, 321, 325,\n", " 350, 354, 355, 358, 361, 364, 365, 367, 369, 371, 373,\n", " 375, 376, 377, 378, 379, 405, 409, 410, 411, 412, 414,\n", " 415, 416, 417, 420, 424, 425, 437, 443, 445, 448, 456,\n", " 457, 459, 461, 462, 463, 466, 467, 476, 481, 482, 484,\n", " 486, 491, 492, 496, 503, 506, 507, 514, 517, 520, 522,\n", " 523, 532, 534, 536, 541, 570, 583, 592, 596, 622, 623,\n", " 624, 629, 633, 634, 636, 637, 638, 639, 645, 646, 648,\n", " 650, 656, 658, 660, 661, 676, 682, 683, 684, 691, 698,\n", " 699, 701, 703, 706, 707, 713, 722, 724, 727, 738, 739,\n", " 740, 741, 742, 743, 745, 747, 749, 751, 752, 2001, 2002,\n", " 2003, 2004, 2005, 2006, 2007, 2008, 2010, 2101, 2102, 2103, 2104,\n", " 2105, 2201])" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "i = 6\n", "filename = filenames[i]\n", "print(filename)\n", "display(dfs[filename].head())\n", "display(np.sort(dfs[filename].CRSRD_ID.unique()))" ] }, { "cell_type": "code", "execution_count": 96, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "TN_IF_SIGL_FLOW\n" ] }, { "data": { "text/html": [ "
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CRSRD_IDPHASERINGFLOW_NOSTOS_NOSIGL_ARROW
04361A50[37.4315610499752, 127.17826533029], [37.43166...
14362A80[37.4312458258359, 127.179155823683], [37.4316...
24363A70[37.4321701955642, 127.179037806486], [37.4316...
34364A60[37.4317995970901, 127.179584977125], [37.4316...
44371A60[37.4311100357524, 127.174848032385], [37.4311...
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" ], "text/plain": [ " CRSRD_ID PHASE RING FLOW_NO STOS_NO \\\n", "0 436 1 A 5 0 \n", "1 436 2 A 8 0 \n", "2 436 3 A 7 0 \n", "3 436 4 A 6 0 \n", "4 437 1 A 6 0 \n", "\n", " SIGL_ARROW \n", "0 [37.4315610499752, 127.17826533029], [37.43166... \n", "1 [37.4312458258359, 127.179155823683], [37.4316... \n", "2 [37.4321701955642, 127.179037806486], [37.4316... \n", "3 [37.4317995970901, 127.179584977125], [37.4316... \n", "4 [37.4311100357524, 127.174848032385], [37.4311... " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "text/plain": [ "array([ 1, 436, 437, 438, 442, 443, 444, 455, 456, 457, 458, 459, 460,\n", " 461, 462, 463, 464, 472, 474, 482, 483, 484, 485, 486, 488, 490,\n", " 491, 492, 493, 494, 498, 499, 500, 502, 503, 504, 514, 515, 523,\n", " 524, 527, 565, 575, 576, 581, 582, 583, 611, 615, 631, 632, 633,\n", " 634, 635, 636, 637, 638, 639, 640])" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "i = 7\n", "filename = filenames[i]\n", "print(filename)\n", "display(dfs[filename].head())\n", "display(np.sort(dfs[filename].CRSRD_ID.unique()))" ] }, { "cell_type": "code", "execution_count": 104, "metadata": {}, "outputs": [ { "data": { "text/html": [ "
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signal_idnode_id
0436109836
1437109986
2438106350
3442106332
4443108769
5444109842
6455109901
7456106231
8457106234
9458106238
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" ], "text/plain": [ " signal_id node_id\n", "0 436 109836\n", "1 437 109986\n", "2 438 106350\n", "3 442 106332\n", "4 443 108769\n", "5 444 109842\n", "6 455 109901\n", "7 456 106231\n", "8 457 106234\n", "9 458 106238" ] }, "execution_count": 104, "metadata": {}, "output_type": "execute_result" } ], "source": [ "signal_node_matching = pd.read_csv(os.path.join(path_root, 'data', 'tables', '20240729', 'signal_node_matching.csv'))\n", "signal_node_matching[:10]" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## View the network" ] }, { "cell_type": "code", "execution_count": 60, "metadata": {}, "outputs": [], "source": [ "import sumolib" ] }, { "cell_type": "code", "execution_count": 98, "metadata": {}, "outputs": [], "source": [ "net = sumolib.net.readNet(os.path.join(path_root, 'test_0731', 'data', 'networks', 'new_sungnam_network_internal_target_0721.net.xml'))\n", "tnode_ids = sorted(node.getID() for node in net.getNodes() if node.getType()=='traffic_light')" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Add data to `TN_IF_SIGL_FLOW`" ] }, { "cell_type": "code", "execution_count": 109, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ " CRSRD_ID PHASE RING FLOW_NO STOS_NO \\\n", "0 436 1 A 5 0 \n", "\n", " SIGL_ARROW \n", "0 [37.4315610499752, 127.17826533029], [37.43166... \n" ] } ], "source": [ "TN_IF_SIGL_FLOW = dfs[filenames[7]]\n", "print(TN_IF_SIGL_FLOW[0:1])" ] }, { "cell_type": "code", "execution_count": 110, "metadata": {}, "outputs": [ { "data": { "text/plain": [ "'[37.4315610499752, 127.17826533029], [37.4316611546606, 127.179091450666], [37.4322937279812, 127.179048535322]'" ] }, "execution_count": 110, "metadata": {}, "output_type": "execute_result" } ], "source": [ "TN_IF_SIGL_FLOW.iloc[0].SIGL_ARROW" ] }, { "cell_type": "code", "execution_count": 113, "metadata": {}, "outputs": [], "source": [ "# TN_IF_SIGL_FLOW[:50]" ] } ], "metadata": { "kernelspec": { "display_name": "siggen_env", "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": "3.12.4" } }, "nbformat": 4, "nbformat_minor": 2 }