다른 사람과의 공유를 위한 repo
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"['hstr5039.csv',\n",
" 'soitdintsgrp.csv',\n",
" 'soitdintsgrpinfo.csv',\n",
" 'soitdintsphasinfo.csv',\n",
" 'soitdopermap3.csv',\n",
" 'soitdopermap4.csv',\n",
" 'soitdphasrevt.csv',\n",
" 'soitdsgnlctrr.csv',\n",
" 'soitdsgnlotptdrct.csv',\n",
" 'soitdspdydayplan.csv',\n",
" 'soitdspotintsinfo.csv',\n",
" 'soitdspotintsoperhstr.csv',\n",
" 'soitdspotintsoperhstr_202312110900.csv',\n",
" 'soitdspotintsstts.csv',\n",
" 'soitdspotintsstts_202312111238.csv',\n",
" 'soitdspotintsstts_202312131616.csv',\n",
" 'soitdtimeplan.csv',\n",
" 'soitdtimeplan_202312131620.csv',\n",
" 'soitdtodcnfg.csv',\n",
" 'soitdtodplan.csv',\n",
" 'soitdwklyplan.csv',\n",
" 'soitsintssgnlcnfginfo.csv',\n",
" 'soitsintssgnlcnfginfotmdiff.csv',\n",
" 'soitsnode.csv',\n",
" 'soitsphasinfo.csv',\n",
" 'soitsphasinfotmdiff.csv',\n",
" 'soitsrgnprttninfo.csv',\n",
" 'soitssmlnflfmthstr.csv',\n",
" 'soitsspotintstmdiff.csv']"
]
},
"execution_count": 1,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"import os, copy\n",
"import pandas as pd\n",
"import numpy as np\n",
"from datetime import datetime, timedelta\n",
"import matplotlib.pyplot as plt\n",
"\n",
"csv_files = [file for file in os.listdir() if file.endswith('.csv')]\n",
"\n",
"# for filename in csv_files:\n",
"# lowercase_filename = filename.lower()\n",
"# if filename == lowercase_filename:\n",
"# continue\n",
"# os.rename(filename, lowercase_filename)\n",
"csv_files"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"C:\\Users\\유아이네트웍스\\AppData\\Local\\Temp\\ipykernel_15836\\2359052046.py:15: DtypeWarning: Columns (0,1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23) have mixed types. Specify dtype option on import or set low_memory=False.\n",
" soitdopermap3 = pd.read_csv('soitdopermap3.csv')\n"
]
}
],
"source": [
"# 동인(신호정보) - 신호통합_volt\n",
"soitdspotintsinfo = pd.read_csv('soitdspotintsinfo.csv')\n",
"soitdtodcnfg = pd.read_csv('soitdtodcnfg.csv')\n",
"soitdtodplan = pd.read_csv('soitdtodplan.csv')\n",
"soitdtimeplan = pd.read_csv('soitdtimeplan_202312131620.csv')\n",
"soitdintsphasinfo = pd.read_csv('soitdintsphasinfo.csv')\n",
"soitdintsgrp = pd.read_csv('soitdintsgrp.csv')\n",
"soitdspdydayplan = pd.read_csv('soitdspdydayplan.csv')\n",
"soitdwklyplan = pd.read_csv('soitdwklyplan.csv')\n",
"soitdspotintsstts = pd.read_csv('soitdspotintsstts.csv')\n",
"soitdspotintsoperhstr = pd.read_csv('soitdspotintsoperhstr.csv')\n",
"soitdintsgrpinfo = pd.read_csv('soitdintsgrpinfo.csv')\n",
"soitdphasrevt = pd.read_csv('soitdphasrevt.csv')\n",
"soitdsgnlctrr = pd.read_csv('soitdsgnlctrr.csv')\n",
"soitdopermap3 = pd.read_csv('soitdopermap3.csv')\n",
"soitdopermap4 = pd.read_csv('soitdopermap4.csv')\n",
"soitdsgnlotptdrct = pd.read_csv('soitdsgnlotptdrct.csv')\n",
"\n",
"# SUMO-현시,네트워크 - 스마트교차로통합_volt\n",
"soitsspotintstmdiff = pd.read_csv('soitsspotintstmdiff.csv')\n",
"soitsphasinfo = pd.read_csv('soitsphasinfo.csv')\n",
"soitsphasinfotmdiff = pd.read_csv('soitsphasinfotmdiff.csv')\n",
"soitsrgnprttninfo = pd.read_csv('soitsrgnprttninfo.csv')\n",
"soitssmlnflfmthstr = pd.read_csv('soitssmlnflfmthstr.csv')\n",
"soitsnode = pd.read_csv('soitsnode.csv')\n",
"soitsintssgnlcnfginfo = pd.read_csv('soitsintssgnlcnfginfo.csv')\n",
"soitsintssgnlcnfginfotmdiff = pd.read_csv('soitsintssgnlcnfginfotmdiff.csv')"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"def get_hstr(path):\n",
" hstr = pd.read_csv(path)\n",
" hstr['datetime'] = pd.to_datetime(hstr['CLCT_UNIX_TM'], unit='s', utc=True)\n",
" hstr['datetime'] = hstr['datetime'].dt.tz_convert('Asia/Seoul').dt.strftime('%Y-%m-%d %H:%M:%S')\n",
" hstr['datetime'] = hstr['datetime'].astype('datetime64[s]')\n",
" hstr.columns = ['현장교차로ID', '수집유닉스시각', '수집일시', '제어구분코드', '제어상태코드', '주기시간', '옵셋시간',\n",
" 'A링1현시시간', 'A링2현시시간', 'A링3현시시간', 'A링4현시시간', 'A링5현시시간', 'A링6현시시간',\n",
" 'A링7현시시간', 'A링8현시시간', 'B링1현시시간', 'B링2현시시간', 'B링3현시시간', 'B링4현시시간',\n",
" 'B링5현시시간', 'B링6현시시간', 'B링7현시시간', 'B링8현시시간', 'A링1현시보행시간',\n",
" 'A링2현시보행시간', 'A링3현시보행시간', 'A링4현시보행시간', 'A링5현시보행시간', 'A링6현시보행시간',\n",
" 'A링7현시보행시간', 'A링8현시보행시간', 'B링1현시보행시간', 'B링2현시보행시간', 'B링3현시보행시간',\n",
" 'B링4현시보행시간', 'B링5현시보행시간', 'B링6현시보행시간', 'B링7현시보행시간', 'B링8현시보행시간',\n",
" '수집날짜시각']\n",
" cols = list(hstr.columns).copy()\n",
" cols.remove('수집날짜시각')\n",
" cols.insert(1, '수집날짜시각')\n",
" hstr = hstr[cols]\n",
" return hstr"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"수집날짜시각 최대, 최소 : \n",
"1211\n",
"2023-12-11 09:00:57\n",
"2023-12-12 23:59:55\n",
"1212\n",
"2023-12-12 09:00:58\n",
"2023-12-12 23:59:55\n",
"1213\n",
"2023-12-12 09:00:58\n",
"2023-12-13 23:59:56\n"
]
}
],
"source": [
"# hstr_1212 = get_hstr('../1212/soitdspotintsoperhstr_1212.csv')\n",
"hstr_1211 = get_hstr('../1211/soitdspotintsoperhstr_202312110900.csv')\n",
"hstr_1212 = get_hstr('../1212/soitdspotintsoperhstr_202312121808.csv')\n",
"hstr_1213 = get_hstr('../1213/soitdspotintsoperhstr_202312131102.csv')\n",
"hstr_1214 = get_hstr('../1214/soitdspotintsoperhstr_202312140852.csv')\n",
"hstr = pd.concat([hstr_1211, hstr_1212, hstr_1213, hstr_1214]).drop_duplicates()\n",
"hstr = hstr[['현장교차로ID', '수집날짜시각', '주기시간', '옵셋시간', 'A링1현시시간', 'A링2현시시간', 'A링3현시시간', 'A링4현시시간', 'A링5현시시간', 'A링6현시시간']]\n",
"hstr_5031 = hstr[hstr['현장교차로ID']==5031].sort_values(by='수집날짜시각').reset_index(drop=True)\n",
"print('수집날짜시각 최대, 최소 : ')\n",
"print('1211')\n",
"print(hstr_1211['수집날짜시각'].min())\n",
"print(hstr_1211['수집날짜시각'].max())\n",
"print('1212')\n",
"print(hstr_1212['수집날짜시각'].min())\n",
"print(hstr_1212['수집날짜시각'].max())\n",
"print('1213')\n",
"print(hstr_1213['수집날짜시각'].min())\n",
"print(hstr_1213['수집날짜시각'].max())\n"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"[Timestamp('2023-12-13 11:02:49'),\n",
" Timestamp('2023-12-13 11:02:54'),\n",
" Timestamp('2023-12-13 23:59:56')]"
]
},
"execution_count": 5,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"sorted(list(hstr_1213.수집날짜시각.unique()))[-3:]"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"\n",
"안정화된 수집시각의 차이\n",
" 0 37\n",
" 1 16\n",
"-1 12\n",
"-3 1\n",
" 3 1\n",
" 2 1\n",
"Name: count, dtype: int64\n",
"처음 여섯 현시시각의 차이(L1 norm)\n",
" 0 37\n",
" 1 16\n",
"-1 12\n",
"-3 1\n",
" 3 1\n",
" 2 1\n",
"Name: count, dtype: int64\n"
]
}
],
"source": [
"differences = [value for sublist in diffs.values() for value in sublist.values()]\n",
"print()\n",
"print()\n",
"print(\"안정화된 수집시각의 차이\")\n",
"print(pd.Series(differences).value_counts())\n",
"print(\"처음 여섯 현시시각의 차이(L1 norm)\")\n",
"errors = [value for sublist in error.values() for value in sublist.values()]\n",
"print(pd.Series(errors).value_counts())"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"5031\n",
"06:00\n",
"안정화된 수집시각의 차이 : -1\n",
"처음 여섯 주기의 현시시간 차이(L1 norm) : 0\n",
"0\n"
]
},
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"text/plain": [
" 현장교차로ID 수집날짜시각 주기시간 옵셋시간 A링1현시시간 A링2현시시간 A링3현시시간 \\\n",
"480 5031 2023-12-12 06:01:43 140 3 37 16 27 \n",
"481 5031 2023-12-12 06:04:02 140 93 37 16 27 \n",
"482 5031 2023-12-12 06:07:22 200 143 58 32 31 \n",
"483 5031 2023-12-12 06:09:59 157 0 42 21 28 \n",
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"489 5031 2023-12-12 06:25:00 150 0 40 20 27 \n",
"490 5031 2023-12-12 06:27:29 150 0 40 20 27 \n",
"\n",
" A링4현시시간 A링5현시시간 A링6현시시간 \n",
"480 25 35 0 \n",
"481 25 35 0 \n",
"482 40 39 0 \n",
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"486 28 35 0 \n",
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"488 28 35 0 \n",
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"490 28 35 0 "
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" <th>1009</th>\n",
" <td>5031</td>\n",
" <td>2023-12-13 06:07:22</td>\n",
" <td>200</td>\n",
" <td>143</td>\n",
" <td>58</td>\n",
" <td>32</td>\n",
" <td>31</td>\n",
" <td>40</td>\n",
" <td>39</td>\n",
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" <tr>\n",
" <th>1010</th>\n",
" <td>5031</td>\n",
" <td>2023-12-13 06:09:59</td>\n",
" <td>157</td>\n",
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" <td>42</td>\n",
" <td>21</td>\n",
" <td>28</td>\n",
" <td>29</td>\n",
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" <td>0</td>\n",
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" <tr>\n",
" <th>1011</th>\n",
" <td>5031</td>\n",
" <td>2023-12-13 06:12:30</td>\n",
" <td>150</td>\n",
" <td>0</td>\n",
" <td>40</td>\n",
" <td>20</td>\n",
" <td>27</td>\n",
" <td>28</td>\n",
" <td>35</td>\n",
" <td>0</td>\n",
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" <th>1012</th>\n",
" <td>5031</td>\n",
" <td>2023-12-13 06:15:00</td>\n",
" <td>150</td>\n",
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" <td>2023-12-13 06:17:29</td>\n",
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" <td>2023-12-13 06:19:59</td>\n",
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" <td>2023-12-13 06:22:29</td>\n",
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" <td>2023-12-13 06:24:59</td>\n",
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" <td>2023-12-13 06:27:30</td>\n",
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" 현장교차로ID 수집날짜시각 주기시간 옵셋시간 A링1현시시간 A링2현시시간 A링3현시시간 \\\n",
"1007 5031 2023-12-13 06:01:42 140 3 37 16 27 \n",
"1008 5031 2023-12-13 06:04:02 140 93 37 16 27 \n",
"1009 5031 2023-12-13 06:07:22 200 143 58 32 31 \n",
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"1014 5031 2023-12-13 06:19:59 150 0 40 20 27 \n",
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"1016 5031 2023-12-13 06:24:59 150 0 40 20 27 \n",
"1017 5031 2023-12-13 06:27:30 150 0 40 20 27 \n",
"\n",
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" 현장교차로ID 수집날짜시각 주기시간 옵셋시간 A링1현시시간 A링2현시시간 A링3현시시간 \\\n",
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"497 5031 2023-12-12 06:45:12 160 152 43 25 27 \n",
"498 5031 2023-12-12 06:47:52 160 152 43 25 27 \n",
"499 5031 2023-12-12 06:50:32 160 152 43 25 27 \n",
"500 5031 2023-12-12 06:53:12 160 152 43 25 27 \n",
"501 5031 2023-12-12 06:55:52 160 152 43 25 27 \n",
"502 5031 2023-12-12 06:58:32 160 152 43 25 27 \n",
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"1029 5031 2023-12-13 06:58:32 160 152 43 25 27 \n",
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" <th>483</th>\n",
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" <td>2023-12-12 06:38:19</td>\n",
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" <td>2023-12-12 06:40:58</td>\n",
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" 현장교차로ID 수집날짜시각 주기시간 옵셋시간 A링1현시시간 A링2현시시간 A링3현시시간 \\\n",
"1004 5032 2023-12-13 06:30:57 150 58 20 53 20 \n",
"1005 5032 2023-12-13 06:33:27 150 88 20 53 20 \n",
"1006 5032 2023-12-13 06:35:41 134 62 18 41 19 \n",
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" 현장교차로ID 수집날짜시각 주기시간 옵셋시간 A링1현시시간 A링2현시시간 A링3현시시간 \\\n",
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"안정화된 수집시각의 차이 : -1\n",
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" <td>5044</td>\n",
" <td>2023-12-13 06:01:30</td>\n",
" <td>150</td>\n",
" <td>90</td>\n",
" <td>40</td>\n",
" <td>50</td>\n",
" <td>15</td>\n",
" <td>17</td>\n",
" <td>12</td>\n",
" <td>16</td>\n",
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" <tr>\n",
" <th>968</th>\n",
" <td>5044</td>\n",
" <td>2023-12-13 06:04:19</td>\n",
" <td>169</td>\n",
" <td>99</td>\n",
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" <td>2023-12-13 06:07:00</td>\n",
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" <td>2023-12-13 06:09:40</td>\n",
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" <th>971</th>\n",
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" <td>2023-12-13 06:12:20</td>\n",
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" <th>972</th>\n",
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" <td>2023-12-13 06:15:00</td>\n",
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" <td>2023-12-13 06:23:00</td>\n",
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" 현장교차로ID 수집날짜시각 주기시간 옵셋시간 A링1현시시간 A링2현시시간 A링3현시시간 \\\n",
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"971 5044 2023-12-13 06:12:20 160 100 40 55 15 \n",
"972 5044 2023-12-13 06:15:00 160 100 40 55 15 \n",
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"974 5044 2023-12-13 06:20:20 160 100 40 55 15 \n",
"975 5044 2023-12-13 06:23:00 160 100 40 55 15 \n",
"976 5044 2023-12-13 06:25:40 160 100 40 55 15 \n",
"977 5044 2023-12-13 06:28:20 160 100 40 55 15 \n",
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" 현장교차로ID 수집날짜시각 주기시간 옵셋시간 A링1현시시간 A링2현시시간 A링3현시시간 \\\n",
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" 현장교차로ID 수집날짜시각 주기시간 옵셋시간 A링1현시시간 A링2현시시간 A링3현시시간 \\\n",
"978 5044 2023-12-13 06:31:00 160 100 40 55 15 \n",
"979 5044 2023-12-13 06:33:40 160 160 40 55 15 \n",
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" 현장교차로ID 수집날짜시각 주기시간 옵셋시간 A링1현시시간 A링2현시시간 A링3현시시간 \\\n",
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"923 5047 2023-12-13 06:25:09 220 10 60 96 20 \n",
"924 5047 2023-12-13 06:28:50 220 10 60 96 20 \n",
"\n",
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"text": [
"09:30\n",
"안정화된 수집시각의 차이 : 0\n",
"처음 여섯 주기의 현시시간 차이(L1 norm) : 17\n",
"17\n"
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" 현장교차로ID 수집날짜시각 주기시간 옵셋시간 A링1현시시간 A링2현시시간 A링3현시시간 \\\n",
"486 5047 2023-12-12 09:32:10 220 10 60 96 20 \n",
"487 5047 2023-12-12 09:35:50 220 170 60 96 20 \n",
"488 5047 2023-12-12 09:38:50 180 170 35 75 26 \n",
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"492 5047 2023-12-12 09:50:50 180 170 35 75 26 \n",
"493 5047 2023-12-12 09:53:50 180 170 35 75 26 \n",
"494 5047 2023-12-12 09:56:50 180 170 35 75 26 \n",
"\n",
" A링4현시시간 A링5현시시간 A링6현시시간 \n",
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" 현장교차로ID 수집날짜시각 주기시간 옵셋시간 A링1현시시간 A링2현시시간 A링3현시시간 \\\n",
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"975 5047 2023-12-13 09:35:50 220 170 43 91 32 \n",
"976 5047 2023-12-13 09:38:50 180 170 35 75 26 \n",
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"981 5047 2023-12-13 09:53:50 180 170 35 75 26 \n",
"982 5047 2023-12-13 09:56:50 180 170 35 75 26 \n",
"\n",
" A링4현시시간 A링5현시시간 A링6현시시간 \n",
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"source": [
"from datetime import datetime\n",
"\n",
"inter2trans_times = {5031:['06:00', '06:30', '07:00', '09:30'], # 15\n",
" 5032:['06:00', '06:30', '07:00', '09:30'], # 169\n",
" 5033:['06:00', '06:30', '07:00', '09:30'], # 98\n",
" 5034:['05:30', '06:30', '07:00', '09:30'], # 27\n",
" 5035:['05:30', '06:30', '07:00', '09:30'], # 81\n",
" 5036:['06:00', '06:30', '07:00', '09:30'], # 43\n",
" 5037:['06:00', '06:30', '07:00', '09:30'], # 810\n",
" 5038:['06:00', '06:30', '07:00', '09:30'], # 810\n",
" 5039:['06:00', '06:30', '07:00', '09:30'], # 43\n",
" 5040:['06:00', '06:30', '07:00', '09:30'], # 43\n",
" 5041:['06:00', '06:30', '07:00', '09:30'], # 43\n",
" 5042:['06:00', '06:30', '07:00', '09:30'], # 43\n",
" 5043:['06:00', '06:30', '07:00', '09:30'], # 43\n",
" 5044:['06:00', '06:30', '07:00', '09:30'], # 43\n",
" 5045:['05:00', '05:30', '06:00', '09:30'], # 26\n",
" 5046:['05:00', '05:30', '06:00', '09:30'], # 26\n",
" 5047:['05:00', '05:30', '06:00', '09:30']} # 26\n",
"\n",
"hstrs = {}\n",
"diffs = {}\n",
"erros = {}\n",
"for inter_no in inter2trans_times:\n",
" print(inter_no)\n",
" hstr_temp = hstr[hstr['현장교차로ID']==inter_no].sort_values(by='수집날짜시각').reset_index(drop=True)\n",
" hstr_temp = hstr_temp[['현장교차로ID', '수집날짜시각', '주기시간', '옵셋시간',\n",
" 'A링1현시시간', 'A링2현시시간', 'A링3현시시간', 'A링4현시시간', 'A링5현시시간', 'A링6현시시간']]\n",
" trans_times = inter2trans_times[inter_no]\n",
" hstrs[inter_no] = {}\n",
" diffs[inter_no] = {}\n",
" erros[inter_no] = {}\n",
" for trans_time in trans_times:\n",
" hstrs[inter_no][trans_time] = {}\n",
" diffs[inter_no][trans_time] = {}\n",
" erros[inter_no][trans_time] = {}\n",
" print(trans_time)\n",
" hour, minute = trans_time.split(\":\")\n",
" hour, minute = int(hour), int(minute)\n",
" start_dt12 = datetime(2023, 12, 12, hour, minute)\n",
" start_dt13 = datetime(2023, 12, 13, hour, minute)\n",
" df12 = hstr_temp[(hstr_temp['수집날짜시각']>=start_dt12)&(hstr_temp['수집날짜시각']<start_dt12 + timedelta(minutes=29))]\n",
" df13 = hstr_temp[(hstr_temp['수집날짜시각']>=start_dt13)&(hstr_temp['수집날짜시각']<start_dt13 + timedelta(minutes=29))]\n",
" hstrs[inter_no][trans_time][12] = df12\n",
" hstrs[inter_no][trans_time][13] = df13\n",
" consist12 = df12.iloc[-1].수집날짜시각\n",
" consist13 = df13.iloc[-1].수집날짜시각\n",
" diff = int((consist12+timedelta(days=1)-consist13).total_seconds())\n",
" diffs[inter_no][trans_time] = diff\n",
" print(f'안정화된 수집시각의 차이 : {diff}')\n",
" error = int(np.linalg.norm(df12.iloc[:6,4:].values - df13.iloc[:6,4:].values, ord=1))\n",
" erros[inter_no][trans_time] = error\n",
" print(f'처음 여섯 주기의 현시시간 차이(L1 norm) : {error}')\n",
" print(error)\n",
" display(df12)\n",
" display(df13)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"def each_results(inter_no, start_time):\n",
" print('안정화된 수집시각의 차이 : '+str(diffs[inter_no][start_time]))\n",
" print('처음 여섯 현시시각의 차이(L1 norm) : '+str(erros[inter_no][start_time]))\n",
" display(hstrs[inter_no][start_time][12])\n",
" display(hstrs[inter_no][start_time][13])\n",
"# each_results(5031, '06:00')"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
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" <th>TOD옵셋</th>\n",
" <th>계산한옵셋</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>470</th>\n",
" <td>5039</td>\n",
" <td>2023-12-12 06:28:00</td>\n",
" <td>160</td>\n",
" <td>80</td>\n",
" <td>125</td>\n",
" <td>80</td>\n",
" </tr>\n",
" <tr>\n",
" <th>469</th>\n",
" <td>5040</td>\n",
" <td>2023-12-12 06:28:13</td>\n",
" <td>160</td>\n",
" <td>94</td>\n",
" <td>135</td>\n",
" <td>93</td>\n",
" </tr>\n",
" <tr>\n",
" <th>470</th>\n",
" <td>5041</td>\n",
" <td>2023-12-12 06:28:09</td>\n",
" <td>160</td>\n",
" <td>89</td>\n",
" <td>135</td>\n",
" <td>89</td>\n",
" </tr>\n",
" <tr>\n",
" <th>471</th>\n",
" <td>5042</td>\n",
" <td>2023-12-12 06:28:11</td>\n",
" <td>160</td>\n",
" <td>92</td>\n",
" <td>125</td>\n",
" <td>91</td>\n",
" </tr>\n",
" <tr>\n",
" <th>470</th>\n",
" <td>5043</td>\n",
" <td>2023-12-12 06:28:00</td>\n",
" <td>160</td>\n",
" <td>80</td>\n",
" <td>120</td>\n",
" <td>80</td>\n",
" </tr>\n",
" <tr>\n",
" <th>470</th>\n",
" <td>5044</td>\n",
" <td>2023-12-12 06:28:20</td>\n",
" <td>160</td>\n",
" <td>100</td>\n",
" <td>140</td>\n",
" <td>100</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" 현장교차로ID 수집날짜시각 주기시간 옵셋시간 TOD옵셋 계산한옵셋\n",
"470 5039 2023-12-12 06:28:00 160 80 125 80\n",
"469 5040 2023-12-12 06:28:13 160 94 135 93\n",
"470 5041 2023-12-12 06:28:09 160 89 135 89\n",
"471 5042 2023-12-12 06:28:11 160 92 125 91\n",
"470 5043 2023-12-12 06:28:00 160 80 120 80\n",
"470 5044 2023-12-12 06:28:20 160 100 140 100"
]
},
"execution_count": 9,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"# 교차로군 43\n",
"# 12일, 13일의 시각대 6:00 ~ 6:30에 대한 수준은 2, 주기는 160으로 일정\n",
"h39 = hstrs[5039]['06:00'][12]\n",
"h40 = hstrs[5040]['06:00'][12]\n",
"h41 = hstrs[5041]['06:00'][12]\n",
"h42 = hstrs[5042]['06:00'][12]\n",
"h43 = hstrs[5043]['06:00'][12]\n",
"h44 = hstrs[5044]['06:00'][12]\n",
"TOD옵셋s = [125, 135, 135, 125, 120, 140]\n",
"lasts = pd.DataFrame([h39.iloc[-1,:4], h40.iloc[-1,:4], h41.iloc[-1,:4], h42.iloc[-1,:4], h43.iloc[-1,:4], h44.iloc[-1,:4]])\n",
"lasts['TOD옵셋'] = TOD옵셋s\n",
"midnight = datetime(2023, 12, 12)\n",
"lasts['계산한옵셋'] = (lasts['수집날짜시각'] - midnight).map(lambda x:int(x.total_seconds())%160)\n",
"lasts"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [],
"source": [
"# 특이한 경우(처음 두 주기 동안은 일정해야 하는데 그렇지 않은 경우)를 판별하기 위한 코드\n",
"# vs code가 자꾸 다운돼서 비활성화함.\n",
"\n",
"# from datetime import datetime\n",
"\n",
"# hstrs = {}\n",
"# diffs = {}\n",
"# erros = {}\n",
"# for inter_no in inter2trans_times:\n",
"# print(inter_no)\n",
"# hstr_temp = hstr[hstr['현장교차로ID']==inter_no].sort_values(by='수집날짜시각').reset_index(drop=True)\n",
"# hstr_temp = hstr_temp[['현장교차로ID', '수집날짜시각', '주기시간', '옵셋시간',\n",
"# 'A링1현시시간', 'A링2현시시간', 'A링3현시시간', 'A링4현시시간', 'A링5현시시간', 'A링6현시시간']]\n",
"# trans_times = inter2trans_times[inter_no]\n",
"# hstrs[inter_no] = {}\n",
"# diffs[inter_no] = {}\n",
"# erros[inter_no] = {}\n",
"# for trans_time in trans_times:\n",
"# hstrs[inter_no][trans_time] = {}\n",
"# diffs[inter_no][trans_time] = {}\n",
"# erros[inter_no][trans_time] = {}\n",
"# print(trans_time)\n",
"# hour, minute = trans_time.split(\":\")\n",
"# hour, minute = int(hour), int(minute)\n",
"# start_dt12 = datetime(2023, 12, 12, hour, minute)\n",
"# start_dt13 = datetime(2023, 12, 13, hour, minute)\n",
"# df12 = hstr_temp[(hstr_temp['수집날짜시각']>=start_dt12 - timedelta(minutes=10))&(hstr_temp['수집날짜시각']<start_dt12 + timedelta(minutes=30))]\n",
"# df13 = hstr_temp[(hstr_temp['수집날짜시각']>=start_dt13 - timedelta(minutes=10))&(hstr_temp['수집날짜시각']<start_dt13 + timedelta(minutes=30))]\n",
"# hstrs[inter_no][trans_time][12] = df12\n",
"# hstrs[inter_no][trans_time][13] = df13\n",
"# consist12 = df12.iloc[-1].수집날짜시각\n",
"# consist13 = df13.iloc[-1].수집날짜시각\n",
"# diff = int((consist12+timedelta(1)-consist13).total_seconds())\n",
"# diffs[inter_no][trans_time] = diff\n",
"# print(f'안정화된 수집시각의 차이 : {diff}')\n",
"# error = int(np.linalg.norm(df12.iloc[:6,4:].values - df13.iloc[:6,4:].values, ord=1))\n",
"# erros[inter_no][trans_time] = error\n",
"# print(f'처음 여섯 주기의 현시시간 차이(L1 norm) : {error}')\n",
"# print(error)\n",
"# display(df12)\n",
"# display(df13)"
]
}
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