다른 사람과의 공유를 위한 repo
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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"import sys\n",
"import pandas as pd\n",
"import numpy as np\n",
"from datetime import datetime, timedelta\n",
"from scipy import stats\n",
"import matplotlib.pyplot as plt\n",
"plt.rcParams['font.family'] = 'Malgun Gothic'\n",
"import matplotlib.dates as mdates\n",
"\n",
"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[ns]')\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\n",
"\n",
"inter_nos = list(range(5031, 5048))"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"soitdspotintsoperhstr_202312110921\n",
"2023-12-10 09:00:00\n",
"2023-12-11 09:21:31\n",
"soitdspotintsoperhstr_202312120814\n",
"2023-12-11 09:00:57\n",
"2023-12-12 08:14:02\n",
"soitdspotintsoperhstr_202312131102\n",
"2023-12-12 09:00:58\n",
"2023-12-13 11:02:54\n",
"soitdspotintsoperhstr_202312141254\n",
"2023-12-13 09:00:58\n",
"2023-12-14 12:53:54\n",
"soitdspotintsoperhstr_202312150926\n",
"2023-12-14 09:00:58\n",
"2023-12-15 09:26:01\n",
"soitdspotintsoperhstr_202312151700\n",
"2023-12-15 09:00:58\n",
"2023-12-15 16:59:54\n",
"32466\n",
"2023-12-12 00:00:09\n",
"2023-12-15 16:59:54\n"
]
}
],
"source": [
"# 성남시 신호이력 데이터\n",
"s_tod_his = pd.read_csv('seongnam/S_TOD_HIS_1702597659892.csv')\n",
"\n",
"# 인천시 신호이력 데이터\n",
"'''SELECT * FROM soitdspotintsoperhstr WHERE SPOT_INTS_ID BETWEEN 5031 AND 5047'''\n",
"csv_files = [f for f in os.listdir('incheon') if f.endswith('.csv')]\n",
"\n",
"dfs = []\n",
"for file in csv_files:\n",
" df_name = file.replace('.csv', '')\n",
" print(df_name)\n",
" globals()[df_name] = get_hstr(f'incheon/{file}')\n",
" dfs.append(globals()[df_name])\n",
" print(sorted([dt for dt in globals()[df_name]['수집날짜시각'] if dt.hour != 23])[0])\n",
" print(sorted([dt for dt in globals()[df_name]['수집날짜시각'] if dt.hour != 23])[-1])\n",
"hstr = pd.concat(dfs).drop_duplicates().sort_values(by='수집날짜시각').reset_index(drop=True)\n",
"hstr = hstr[['현장교차로ID', '수집날짜시각', '제어구분코드', '제어상태코드', '주기시간', '옵셋시간',\n",
" 'A링1현시시간', 'A링2현시시간', 'A링3현시시간', 'A링4현시시간', 'A링5현시시간', 'A링6현시시간',\n",
" 'B링1현시시간', 'B링2현시시간', 'B링3현시시간', 'B링4현시시간', 'B링5현시시간', 'B링6현시시간']]\n",
"hstr = hstr[hstr.수집날짜시각.dt.day >= 12]\n",
"print(len(hstr))\n",
"print(sorted([dt for dt in hstr['수집날짜시각'] if dt.hour != 23])[0])\n",
"print(sorted([dt for dt in hstr['수집날짜시각'] if dt.hour != 23])[-1])"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"infos = {}\n",
"# 신호이력\n",
"infos['hstr'] = {inter_no:hstr_temp for (inter_no, hstr_temp) in hstr.groupby('현장교차로ID')}\n",
"# 현시 개수\n",
"infos['number_of_phases'] = {}\n",
"for inter_no in inter_nos:\n",
" a_ring_columns = [col for col in infos['hstr'][inter_no].columns if 'A링' in col]\n",
" b_ring_columns = [col for col in infos['hstr'][inter_no].columns if 'B링' in col]\n",
" max_a_ring = max([int(col[2]) for col in a_ring_columns if infos['hstr'][inter_no][col].any() != 0])\n",
" max_b_ring = max([int(col[2]) for col in b_ring_columns if infos['hstr'][inter_no][col].any() != 0])\n",
" if max_a_ring == max_b_ring:\n",
" infos['number_of_phases'][inter_no] = max_a_ring\n",
" else:\n",
" raise \"A링, B링 현시번호 최댓값이 서로 다름\"\n",
"# 현시시간 목록\n",
"infos['durations'] = {inter_no:np.unique(infos['hstr'][inter_no].iloc[:,4:].values.flatten()) for inter_no in inter_nos}"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# TOD 계획 데이터\n",
"todplans = pd.read_csv(\"soitdtodplan_202312181440.csv\")\n",
"todplans.columns = [\"현장교차로ID\", \"시각계획번호\", \"시각운영번호\", \"수집유닉스시각\", \"수집일시\", \"시작시\", \"시작분\", \"현시운영번호\", \"현시운영계획번호\"]\n",
"todplans = todplans[(todplans['수집일시'] == 20231212) & (todplans['시각계획번호'] == 1) & (todplans['시작시']!=0)]\n",
"\n",
"# 전이시각, ID\n",
"infos['transition_times'] = {inter_no:todplans[todplans.현장교차로ID == inter_no][['시작시', '시작분']] for inter_no in inter_nos}\n",
"infos['ID'] = {inter_no:todplans[todplans.현장교차로ID == inter_no].현시운영계획번호.unique() for inter_no in inter_nos}\n",
"\n",
"# 시간계획 데이터\n",
"timeplans = pd.read_csv(\"soitdtimeplan_202312180943.csv\")\n",
"timeplans.columns = [\"현장교차로ID\", \"시간계획번호\", \"현시운영번호\", \"현시운영계획번호\", \"수집유닉스시각\", \"수집일시\", \"주기시간\", \"옵셋시간\",\n",
" \"A링1현시시간\", \"A링2현시시간\", \"A링3현시시간\", \"A링4현시시간\", \"A링5현시시간\", \"A링6현시시간\", \"A링7현시시간\", \"A링8현시시간\",\n",
" \"B링1현시시간\", \"B링2현시시간\", \"B링3현시시간\", \"B링4현시시간\", \"B링5현시시간\", \"B링6현시시간\", \"B링7현시시간\", \"B링8현시시간\"]\n",
"timeplans = timeplans[(timeplans.시간계획번호 == 1)]\n",
"timeplan_list = []\n",
"for inter_no in inter_nos:\n",
" timeplan_list.append(timeplans[(timeplans.현장교차로ID==inter_no) & (timeplans.현시운영계획번호.isin(infos['ID'][inter_no]))])\n",
"timeplans = pd.concat(timeplan_list)\n",
"\n",
"# 이상치로 판단하지 않는 현시시간 / 이상치로 판단하는 현시시간\n",
"infos['accepted_durations'] = {}\n",
"infos['unaccepted_durations'] = {}\n",
"\n",
"# 현시시간 빈도, 옵셋\n",
"infos['unique_durations'] = {}\n",
"infos['duration_frequencies'] = {}\n",
"infos['offsets'] = {}\n",
"infos['cycles'] = {}\n",
"\n",
"for inter_no in inter_nos:\n",
" phase_times = np.unique(timeplans[timeplans.현장교차로ID == inter_no].iloc[:, 8:].values.flatten())\n",
" accepted_phase_times = np.unique(np.concatenate([phase_times - 1, phase_times, phase_times + 1]))\n",
" infos['accepted_durations'][inter_no] = accepted_phase_times\n",
" unaccepted_phase_times = sorted(set(infos['durations'][inter_no]) - set(accepted_phase_times))\n",
" infos['unaccepted_durations'][inter_no] = unaccepted_phase_times\n",
"\n",
" unique_durations, frequencies = np.unique(infos['hstr'][inter_no].iloc[:,6:].values, return_counts=True)\n",
" sorted_indices = np.argsort(frequencies)[::-1]\n",
" infos['unique_durations'][inter_no] = unique_durations[sorted_indices]\n",
" infos['duration_frequencies'][inter_no] = frequencies[sorted_indices]\n",
"\n",
" infos['offsets'][inter_no] = {}\n",
" infos['cycles'][inter_no] = {}\n",
" for _, row in infos['transition_times'][inter_no].iterrows():\n",
" hour = row.시작시\n",
" minute = row.시작분\n",
" ID = todplans[(todplans.현장교차로ID==inter_no) & (todplans.시작시==hour) & (todplans.시작분==minute)].iloc[0].현시운영계획번호\n",
" offset = timeplans[(timeplans.현장교차로ID==inter_no)&(timeplans.현시운영계획번호==ID)].iloc[0].옵셋시간\n",
" cycle = timeplans[(timeplans.현장교차로ID==inter_no)&(timeplans.현시운영계획번호==ID)].iloc[0].주기시간\n",
" infos['offsets'][inter_no][(hour, minute)] = offset\n",
" infos['cycles'][inter_no][(hour, minute)] = cycle\n"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"k = 3 # context number\n",
"\n",
"# 이상치 dataframe, 이상치를 포함한 주변에 대한 dataframe, 정상 dataframe\n",
"infos['outlier_dfs'] = {}\n",
"infos['context_dfs'] = {}\n",
"infos['context_dfs_list'] = {}\n",
"infos['normal_dfs'] = {}\n",
"hstr_context = []\n",
"hstr_outlier = []\n",
"for inter_no in inter_nos:\n",
" df = infos['hstr'][inter_no].sort_values(by='수집날짜시각').reset_index(drop=True)\n",
" outliers = infos['unaccepted_durations'][inter_no]\n",
" ring_columns = [col for col in df.columns if '현시시간' in col]\n",
" outlier_indices = df[df[ring_columns].isin(outliers).any(axis=1)].index\n",
" context_indices = [] # 각 아웃라이어 인덱스에 대해 위아래 네 행의 인덱스를 구합니다.\n",
" context_indices_list = []\n",
" for idx in outlier_indices:\n",
" start_idx = max(idx - k, 0) # 데이터프레임의 시작을 넘어가지 않도록 합니다.\n",
" end_idx = min(idx + k + 1, len(df)) # 데이터프레임의 끝을 넘어가지 않도록 합니다.\n",
" context_indices.extend(range(start_idx, end_idx))\n",
" context_indices_list.append(list(range(start_idx, end_idx)))\n",
" context_indices = sorted(context_indices)\n",
" normal_indices = sorted(set(df.index) - set(outlier_indices))\n",
"\n",
" df['전이시간여부'] = False\n",
" for _, row in infos['transition_times'][inter_no].iterrows():\n",
" hour = row.시작시\n",
" minute = row.시작분\n",
" transition_range = ((df['수집날짜시각'].dt.hour==hour) & (df['수집날짜시각'].dt.minute >= minute) & (df['수집날짜시각'].dt.minute <= minute+20))\n",
" df.loc[transition_range, '전이시간여부'] = True\n",
"\n",
" df['이상치존재'] = False\n",
" df.loc[outlier_indices, '이상치존재'] = True\n",
"\n",
" infos['outlier_dfs'][inter_no] = df.iloc[outlier_indices].drop_duplicates()\n",
" infos['context_dfs'][inter_no] = df.iloc[context_indices].drop_duplicates()\n",
" infos['context_dfs_list'][inter_no] = []\n",
" for context_indices_ in context_indices_list:\n",
" infos['context_dfs_list'][inter_no].append(df.iloc[context_indices_])\n",
" infos['normal_dfs'][inter_no] = df.iloc[normal_indices]\n",
" hstr_context.append(infos['context_dfs'][inter_no])\n",
" hstr_outlier.append(infos['outlier_dfs'][inter_no])\n",
"hstr_context = pd.concat(hstr_context)\n",
"hstr_outlier = pd.concat(hstr_outlier)"
]
},
{
"cell_type": "code",
"execution_count": 21,
"metadata": {},
"outputs": [],
"source": [
"dfs = []\n",
"for inter_no in inter_nos:\n",
" DF = infos['context_dfs'][inter_no]\n",
" temp = []\n",
" for i in DF.index:\n",
" if not temp or i == temp[-1] + 1:\n",
" temp.append(i)\n",
" else:\n",
" dfs.append(DF.loc[temp])\n",
" temp = [i]\n",
" if temp:\n",
" dfs.append(DF.loc[temp])"
]
},
{
"cell_type": "code",
"execution_count": 22,
"metadata": {},
"outputs": [
{
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" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>39</td>\n",
" <td>49</td>\n",
" <td>28</td>\n",
" <td>30</td>\n",
" <td>35</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>5040</td>\n",
" <td>1702336439</td>\n",
" <td>20231212</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>119</td>\n",
" <td>41</td>\n",
" <td>83</td>\n",
" <td>16</td>\n",
" <td>40</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>41</td>\n",
" <td>83</td>\n",
" <td>16</td>\n",
" <td>40</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>38</td>\n",
" <td>0</td>\n",
" <td>32</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>32</td>\n",
" <td>36</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>5044</td>\n",
" <td>1702336439</td>\n",
" <td>20231212</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>120</td>\n",
" <td>40</td>\n",
" <td>62</td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>22</td>\n",
" <td>16</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>40</td>\n",
" <td>62</td>\n",
" <td>20</td>\n",
" <td>20</td>\n",
" <td>22</td>\n",
" <td>16</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>36</td>\n",
" <td>34</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>5032</td>\n",
" <td>1702336435</td>\n",
" <td>20231212</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>55</td>\n",
" <td>24</td>\n",
" <td>61</td>\n",
" <td>24</td>\n",
" <td>37</td>\n",
" <td>24</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>61</td>\n",
" <td>24</td>\n",
" <td>37</td>\n",
" <td>24</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>35</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>35</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>...</th>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" <td>...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9104</th>\n",
" <td>5039</td>\n",
" <td>1702252906</td>\n",
" <td>20231211</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>181</td>\n",
" <td>106</td>\n",
" <td>45</td>\n",
" <td>136</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>45</td>\n",
" <td>136</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9105</th>\n",
" <td>5033</td>\n",
" <td>1702252902</td>\n",
" <td>20231211</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>32</td>\n",
" <td>42</td>\n",
" <td>86</td>\n",
" <td>42</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>42</td>\n",
" <td>86</td>\n",
" <td>42</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>36</td>\n",
" <td>46</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9106</th>\n",
" <td>5043</td>\n",
" <td>1702252898</td>\n",
" <td>20231211</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>180</td>\n",
" <td>98</td>\n",
" <td>42</td>\n",
" <td>79</td>\n",
" <td>8</td>\n",
" <td>11</td>\n",
" <td>40</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>42</td>\n",
" <td>79</td>\n",
" <td>8</td>\n",
" <td>11</td>\n",
" <td>40</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>32</td>\n",
" <td>0</td>\n",
" <td>5</td>\n",
" <td>35</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>34</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9107</th>\n",
" <td>5038</td>\n",
" <td>1702252888</td>\n",
" <td>20231211</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>169</td>\n",
" <td>19</td>\n",
" <td>26</td>\n",
" <td>74</td>\n",
" <td>49</td>\n",
" <td>20</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>26</td>\n",
" <td>74</td>\n",
" <td>49</td>\n",
" <td>20</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>17</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>21</td>\n",
" <td>32</td>\n",
" <td>21</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" <tr>\n",
" <th>9108</th>\n",
" <td>5037</td>\n",
" <td>1702252857</td>\n",
" <td>20231211</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
" <td>158</td>\n",
" <td>40</td>\n",
" <td>72</td>\n",
" <td>30</td>\n",
" <td>28</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>40</td>\n",
" <td>72</td>\n",
" <td>30</td>\n",
" <td>28</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>32</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>28</td>\n",
" <td>0</td>\n",
" <td>24</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"<p>9109 rows × 39 columns</p>\n",
"</div>"
],
"text/plain": [
" SPOT_INTS_ID CLCT_UNIX_TM CLCT_DT CTRL_SE_CD CTRL_STTS_CD CYCL_HR \\\n",
"0 5046 1702393195 20231212 3 1 100 \n",
"1 5036 1702336442 20231212 3 1 181 \n",
"2 5040 1702336439 20231212 3 1 180 \n",
"3 5044 1702336439 20231212 3 1 180 \n",
"4 5032 1702336435 20231212 3 1 170 \n",
"... ... ... ... ... ... ... \n",
"9104 5039 1702252906 20231211 3 1 181 \n",
"9105 5033 1702252902 20231211 3 1 170 \n",
"9106 5043 1702252898 20231211 3 1 180 \n",
"9107 5038 1702252888 20231211 3 1 169 \n",
"9108 5037 1702252857 20231211 3 1 170 \n",
"\n",
" OFST_HR A_RING_1_PHAS_HR A_RING_2_PHAS_HR A_RING_3_PHAS_HR \\\n",
"0 95 20 80 0 \n",
"1 123 39 49 28 \n",
"2 119 41 83 16 \n",
"3 120 40 62 20 \n",
"4 55 24 61 24 \n",
"... ... ... ... ... \n",
"9104 106 45 136 0 \n",
"9105 32 42 86 42 \n",
"9106 98 42 79 8 \n",
"9107 19 26 74 49 \n",
"9108 158 40 72 30 \n",
"\n",
" A_RING_4_PHAS_HR A_RING_5_PHAS_HR A_RING_6_PHAS_HR A_RING_7_PHAS_HR \\\n",
"0 0 0 0 0 \n",
"1 30 35 0 0 \n",
"2 40 0 0 0 \n",
"3 20 22 16 0 \n",
"4 37 24 0 0 \n",
"... ... ... ... ... \n",
"9104 0 0 0 0 \n",
"9105 0 0 0 0 \n",
"9106 11 40 0 0 \n",
"9107 20 0 0 0 \n",
"9108 28 0 0 0 \n",
"\n",
" A_RING_8_PHAS_HR B_RING_1_PHAS_HR B_RING_2_PHAS_HR B_RING_3_PHAS_HR \\\n",
"0 0 20 80 0 \n",
"1 0 39 49 28 \n",
"2 0 41 83 16 \n",
"3 0 40 62 20 \n",
"4 0 24 61 24 \n",
"... ... ... ... ... \n",
"9104 0 45 136 0 \n",
"9105 0 42 86 42 \n",
"9106 0 42 79 8 \n",
"9107 0 26 74 49 \n",
"9108 0 40 72 30 \n",
"\n",
" B_RING_4_PHAS_HR B_RING_5_PHAS_HR B_RING_6_PHAS_HR B_RING_7_PHAS_HR \\\n",
"0 0 0 0 0 \n",
"1 30 35 0 0 \n",
"2 40 0 0 0 \n",
"3 20 22 16 0 \n",
"4 37 24 0 0 \n",
"... ... ... ... ... \n",
"9104 0 0 0 0 \n",
"9105 0 0 0 0 \n",
"9106 11 40 0 0 \n",
"9107 20 0 0 0 \n",
"9108 28 0 0 0 \n",
"\n",
" B_RING_8_PHAS_HR A_RING_1_PHAS_AMBL_HR A_RING_2_PHAS_AMBL_HR \\\n",
"0 0 18 0 \n",
"1 0 0 0 \n",
"2 0 0 38 \n",
"3 0 36 34 \n",
"4 0 0 0 \n",
"... ... ... ... \n",
"9104 0 0 0 \n",
"9105 0 36 46 \n",
"9106 0 0 32 \n",
"9107 0 0 0 \n",
"9108 0 32 0 \n",
"\n",
" A_RING_3_PHAS_AMBL_HR A_RING_4_PHAS_AMBL_HR A_RING_5_PHAS_AMBL_HR \\\n",
"0 0 0 0 \n",
"1 0 0 0 \n",
"2 0 32 0 \n",
"3 0 0 0 \n",
"4 0 35 0 \n",
"... ... ... ... \n",
"9104 0 0 0 \n",
"9105 0 0 0 \n",
"9106 0 5 35 \n",
"9107 0 17 0 \n",
"9108 0 0 0 \n",
"\n",
" A_RING_6_PHAS_AMBL_HR A_RING_7_PHAS_AMBL_HR A_RING_8_PHAS_AMBL_HR \\\n",
"0 0 0 0 \n",
"1 0 0 0 \n",
"2 0 0 0 \n",
"3 0 0 0 \n",
"4 0 0 0 \n",
"... ... ... ... \n",
"9104 0 0 0 \n",
"9105 0 0 0 \n",
"9106 0 0 0 \n",
"9107 0 0 0 \n",
"9108 0 0 0 \n",
"\n",
" B_RING_1_PHAS_AMBL_HR B_RING_2_PHAS_AMBL_HR B_RING_3_PHAS_AMBL_HR \\\n",
"0 0 0 0 \n",
"1 0 0 0 \n",
"2 32 36 0 \n",
"3 0 0 0 \n",
"4 0 0 0 \n",
"... ... ... ... \n",
"9104 0 0 0 \n",
"9105 0 0 0 \n",
"9106 34 0 0 \n",
"9107 21 32 21 \n",
"9108 0 28 0 \n",
"\n",
" B_RING_4_PHAS_AMBL_HR B_RING_5_PHAS_AMBL_HR B_RING_6_PHAS_AMBL_HR \\\n",
"0 0 0 0 \n",
"1 0 0 0 \n",
"2 0 0 0 \n",
"3 0 0 0 \n",
"4 35 0 0 \n",
"... ... ... ... \n",
"9104 0 0 0 \n",
"9105 0 0 0 \n",
"9106 0 0 0 \n",
"9107 0 0 0 \n",
"9108 24 0 0 \n",
"\n",
" B_RING_7_PHAS_AMBL_HR B_RING_8_PHAS_AMBL_HR \n",
"0 0 0 \n",
"1 0 0 \n",
"2 0 0 \n",
"3 0 0 \n",
"4 0 0 \n",
"... ... ... \n",
"9104 0 0 \n",
"9105 0 0 \n",
"9106 0 0 \n",
"9107 0 0 \n",
"9108 0 0 \n",
"\n",
"[9109 rows x 39 columns]"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"with pd.option_context('display.max_columns', None):\n",
" display(pd.read_csv('incheon/soitdspotintsoperhstr_202312120814.csv'))"
]
},
{
"cell_type": "code",
"execution_count": 27,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"제어구분코드\n",
"3 26873\n",
"0 5593\n",
"Name: count, dtype: int64"
]
},
"execution_count": 27,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"hstr.제어구분코드.value_counts()"
]
},
{
"cell_type": "code",
"execution_count": 26,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"제어상태코드\n",
"1 26118\n",
"0 5519\n",
"2 754\n",
"3 75\n",
"Name: count, dtype: int64"
]
},
"execution_count": 26,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"hstr.제어상태코드.value_counts()"
]
},
{
"cell_type": "code",
"execution_count": 24,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"591"
]
},
"execution_count": 24,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"len(dfs)"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
"<style scoped>\n",
" .dataframe tbody tr th:only-of-type {\n",
" vertical-align: middle;\n",
" }\n",
"\n",
" .dataframe tbody tr th {\n",
" vertical-align: top;\n",
" }\n",
"\n",
" .dataframe thead th {\n",
" text-align: right;\n",
" }\n",
"</style>\n",
"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>현장교차로ID</th>\n",
" <th>수집날짜시각</th>\n",
" <th>제어구분코드</th>\n",
" <th>제어상태코드</th>\n",
" <th>주기시간</th>\n",
" <th>옵셋시간</th>\n",
" <th>A링1현시시간</th>\n",
" <th>A링2현시시간</th>\n",
" <th>A링3현시시간</th>\n",
" <th>A링4현시시간</th>\n",
" <th>A링5현시시간</th>\n",
" <th>A링6현시시간</th>\n",
" <th>B링1현시시간</th>\n",
" <th>B링2현시시간</th>\n",
" <th>B링3현시시간</th>\n",
" <th>B링4현시시간</th>\n",
" <th>B링5현시시간</th>\n",
" <th>B링6현시시간</th>\n",
" <th>전이시간여부</th>\n",
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" <th>674</th>\n",
" <td>5039</td>\n",
" <td>2023-12-13 07:07:44</td>\n",
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" <td>2</td>\n",
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" <td>2023-12-13 07:10:45</td>\n",
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
"671 5039 2023-12-13 06:58:04 3 1 170 94 45 \n",
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"676 5039 2023-12-13 07:13:45 3 1 180 106 45 \n",
"677 5039 2023-12-13 07:16:44 3 1 179 104 45 \n",
"\n",
" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 B링1현시시간 B링2현시시간 B링3현시시간 \\\n",
"671 125 0 0 0 0 45 125 0 \n",
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"676 135 0 0 0 0 45 135 0 \n",
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"\n",
" B링4현시시간 B링5현시시간 B링6현시시간 전이시간여부 이상치존재 \n",
"671 0 0 0 False False \n",
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" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>현장교차로ID</th>\n",
" <th>수집날짜시각</th>\n",
" <th>제어구분코드</th>\n",
" <th>제어상태코드</th>\n",
" <th>주기시간</th>\n",
" <th>옵셋시간</th>\n",
" <th>A링1현시시간</th>\n",
" <th>A링2현시시간</th>\n",
" <th>A링3현시시간</th>\n",
" <th>A링4현시시간</th>\n",
" <th>A링5현시시간</th>\n",
" <th>A링6현시시간</th>\n",
" <th>B링1현시시간</th>\n",
" <th>B링2현시시간</th>\n",
" <th>B링3현시시간</th>\n",
" <th>B링4현시시간</th>\n",
" <th>B링5현시시간</th>\n",
" <th>B링6현시시간</th>\n",
" <th>전이시간여부</th>\n",
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"text/plain": [
" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
"1508 5046 2023-12-15 03:10:09 0 0 150 9 24 \n",
"1509 5046 2023-12-15 03:12:39 0 0 150 9 24 \n",
"1510 5046 2023-12-15 03:15:10 0 0 151 9 24 \n",
"1511 5046 2023-12-15 03:17:38 0 0 148 7 22 \n",
"1512 5046 2023-12-15 03:20:08 0 0 150 7 24 \n",
"1513 5046 2023-12-15 03:22:38 0 0 150 8 24 \n",
"1514 5046 2023-12-15 03:25:08 0 0 150 8 24 \n",
"\n",
" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 B링1현시시간 B링2현시시간 B링3현시시간 \\\n",
"1508 42 42 42 0 0 24 42 42 \n",
"1509 42 42 42 0 0 24 42 42 \n",
"1510 42 43 42 0 0 24 42 43 \n",
"1511 41 42 43 0 0 22 41 42 \n",
"1512 42 42 42 0 0 24 42 42 \n",
"1513 42 42 42 0 0 24 42 42 \n",
"1514 42 42 42 0 0 24 42 42 \n",
"\n",
" B링4현시시간 B링5현시시간 B링6현시시간 전이시간여부 이상치존재 \n",
"1508 42 0 0 False False \n",
"1509 42 0 0 False False \n",
"1510 42 0 0 False False \n",
"1511 43 0 0 False True \n",
"1512 42 0 0 False False \n",
"1513 42 0 0 False False \n",
"1514 42 0 0 False False "
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"import random\n",
"for _ in range(10):\n",
" p = random.choice(range(len(dfs)))\n",
" display(dfs[p])"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [],
"source": [
"\"\"\"\n",
"5. 전이시간 바깥에서 발생하는 이상현시시간 관찰\n",
"\n",
"이상치존재가 True이고 전이시간여부가 False인 경우에 대하여 앞의 두 번 뒤의 두 번을 포함해 관찰합니다.\n",
"\"\"\"\n",
"\n",
"infos['context_dfs_outside_the_transition_ranges'] = {}\n",
"infos['outlier_lists'] = {}\n",
"infos['outliers'] = []\n",
"for inter_no in inter_nos:\n",
" dfs = infos['context_dfs_list'][inter_no]\n",
" dfs = [dfs[i] for i in range(len(dfs)) if ~dfs[i].iloc[2]['전이시간여부']]\n",
" infos['context_dfs_outside_the_transition_ranges'][inter_no] = pd.concat(dfs).drop_duplicates()\n",
"\n",
" df = infos['outlier_dfs'][inter_no].iloc[:,6:-2]\n",
" is_outlier = df.isin(infos['unaccepted_durations'][inter_no])\n",
" temp = df[is_outlier].values.flatten()\n",
" temp = np.unique(temp[pd.notna(temp)])\n",
" infos['outlier_lists'][inter_no] = np.unique(temp[pd.notna(temp)])\n",
" infos['outliers'].extend(infos['outlier_lists'][inter_no])"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [],
"source": [
"def display_context_dfs_outside_the_transition_ranges(inter_no):\n",
" DF = infos['context_dfs_outside_the_transition_ranges'][inter_no]\n",
" dfs = []\n",
" temp = []\n",
" for i in DF.index:\n",
" if not temp or i == temp[-1] + 1:\n",
" temp.append(i)\n",
" else:\n",
" dfs.append(DF.loc[temp])\n",
" temp = [i]\n",
" if temp:\n",
" dfs.append(DF.loc[temp])\n",
" for df in dfs:\n",
" display(df)\n",
" # return dfs"
]
},
{
"cell_type": "code",
"execution_count": 10,
"metadata": {},
"outputs": [
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"text/plain": [
" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
"775 5031 2023-12-13 10:29:00 3 1 160 140 49 \n",
"776 5031 2023-12-13 10:31:40 3 1 160 140 49 \n",
"777 5031 2023-12-13 10:34:20 3 1 160 140 49 \n",
"778 5031 2023-12-13 10:39:07 3 1 31 107 49 \n",
"779 5031 2023-12-13 10:41:27 0 0 140 87 37 \n",
"780 5031 2023-12-13 10:45:00 3 2 213 140 69 \n",
"781 5031 2023-12-13 10:47:40 3 1 160 140 49 \n",
"782 5031 2023-12-13 10:50:20 3 1 160 140 49 \n",
"783 5031 2023-12-13 10:53:00 3 1 160 140 49 \n",
"\n",
" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 B링1현시시간 B링2현시시간 B링3현시시간 \\\n",
"775 20 27 29 35 0 49 20 27 \n",
"776 20 27 29 35 0 49 20 27 \n",
"777 20 27 29 35 0 49 20 27 \n",
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"781 20 27 29 35 0 49 20 27 \n",
"782 20 27 29 35 0 49 20 27 \n",
"783 20 27 29 35 0 49 20 27 \n",
"\n",
" B링4현시시간 B링5현시시간 B링6현시시간 전이시간여부 이상치존재 \n",
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 A링2현시시간 \\\n",
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
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"899 5032 2023-12-13 17:54:57 3 1 180 58 24 \n",
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" <th>A링5현시시간</th>\n",
" <th>A링6현시시간</th>\n",
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" <th>B링5현시시간</th>\n",
" <th>B링6현시시간</th>\n",
" <th>전이시간여부</th>\n",
" <th>이상치존재</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>1955</th>\n",
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" <td>1</td>\n",
" <td>170</td>\n",
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" <td>0</td>\n",
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" <th>1956</th>\n",
" <td>5032</td>\n",
" <td>2023-12-15 16:55:14</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>170</td>\n",
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" <td>False</td>\n",
" <td>False</td>\n",
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" <tr>\n",
" <th>1957</th>\n",
" <td>5032</td>\n",
" <td>2023-12-15 16:58:04</td>\n",
" <td>3</td>\n",
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" <td>0</td>\n",
" <td>False</td>\n",
" <td>False</td>\n",
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" <tr>\n",
" <th>1958</th>\n",
" <td>5032</td>\n",
" <td>2023-12-15 23:59:30</td>\n",
" <td>3</td>\n",
" <td>1</td>\n",
" <td>130</td>\n",
" <td>51</td>\n",
" <td>36</td>\n",
" <td>14</td>\n",
" <td>27</td>\n",
" <td>27</td>\n",
" <td>26</td>\n",
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"1956 5032 2023-12-15 16:55:14 3 1 170 55 24 \n",
"1957 5032 2023-12-15 16:58:04 3 1 170 55 24 \n",
"1958 5032 2023-12-15 23:59:30 3 1 130 51 36 \n",
"\n",
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"\n",
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" <th>제어구분코드</th>\n",
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" <th>A링3현시시간</th>\n",
" <th>A링4현시시간</th>\n",
" <th>A링5현시시간</th>\n",
" <th>A링6현시시간</th>\n",
" <th>B링1현시시간</th>\n",
" <th>B링2현시시간</th>\n",
" <th>B링3현시시간</th>\n",
" <th>B링4현시시간</th>\n",
" <th>B링5현시시간</th>\n",
" <th>B링6현시시간</th>\n",
" <th>전이시간여부</th>\n",
" <th>이상치존재</th>\n",
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" <td>False</td>\n",
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" <tr>\n",
" <th>1583</th>\n",
" <td>5033</td>\n",
" <td>2023-12-15 00:33:31</td>\n",
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" <tr>\n",
" <th>1584</th>\n",
" <td>5033</td>\n",
" <td>2023-12-15 00:35:52</td>\n",
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" <td>2023-12-15 00:39:32</td>\n",
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" <tr>\n",
" <th>1586</th>\n",
" <td>5033</td>\n",
" <td>2023-12-15 00:41:31</td>\n",
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" <td>0</td>\n",
" <td>119</td>\n",
" <td>111</td>\n",
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" <td>0</td>\n",
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" <td>0</td>\n",
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" <tr>\n",
" <th>1587</th>\n",
" <td>5033</td>\n",
" <td>2023-12-15 00:44:37</td>\n",
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" <td>5033</td>\n",
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" <td>2</td>\n",
" <td>175</td>\n",
" <td>52</td>\n",
" <td>53</td>\n",
" <td>78</td>\n",
" <td>44</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>0</td>\n",
" <td>53</td>\n",
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" <td>0</td>\n",
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" <td>0</td>\n",
" <td>False</td>\n",
" <td>True</td>\n",
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" <tr>\n",
" <th>1589</th>\n",
" <td>5033</td>\n",
" <td>2023-12-15 00:49:52</td>\n",
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" <td>1</td>\n",
" <td>140</td>\n",
" <td>52</td>\n",
" <td>42</td>\n",
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" <td>36</td>\n",
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" <td>0</td>\n",
" <td>0</td>\n",
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" <tr>\n",
" <th>1590</th>\n",
" <td>5033</td>\n",
" <td>2023-12-15 00:52:12</td>\n",
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" <tr>\n",
" <th>1591</th>\n",
" <td>5033</td>\n",
" <td>2023-12-15 00:54:32</td>\n",
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"text/plain": [
" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
"1582 5033 2023-12-15 00:31:12 3 1 141 53 43 \n",
"1583 5033 2023-12-15 00:33:31 3 1 139 52 42 \n",
"1584 5033 2023-12-15 00:35:52 3 1 140 52 42 \n",
"1585 5033 2023-12-15 00:39:32 3 1 220 132 42 \n",
"1586 5033 2023-12-15 00:41:31 0 0 119 111 42 \n",
"1587 5033 2023-12-15 00:44:37 3 2 186 17 54 \n",
"1588 5033 2023-12-15 00:47:32 3 2 175 52 53 \n",
"1589 5033 2023-12-15 00:49:52 3 1 140 52 42 \n",
"1590 5033 2023-12-15 00:52:12 3 1 140 52 42 \n",
"1591 5033 2023-12-15 00:54:32 3 1 140 52 42 \n",
"\n",
" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 B링1현시시간 B링2현시시간 B링3현시시간 \\\n",
"1582 62 36 0 0 0 43 62 36 \n",
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"1589 62 36 0 0 0 42 62 36 \n",
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"1591 62 36 0 0 0 42 62 36 \n",
"\n",
" B링4현시시간 B링5현시시간 B링6현시시간 전이시간여부 이상치존재 \n",
"1582 0 0 0 False False \n",
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
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"1957 5033 2023-12-15 23:59:30 3 1 130 51 36 \n",
"\n",
" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 B링1현시시간 B링2현시시간 B링3현시시간 \\\n",
"1954 86 42 0 0 0 42 86 42 \n",
"1955 86 42 0 0 0 42 86 42 \n",
"1956 86 42 0 0 0 42 86 42 \n",
"1957 14 27 27 26 0 36 14 27 \n",
"\n",
" B링4현시시간 B링5현시시간 B링6현시시간 전이시간여부 이상치존재 \n",
"1954 0 0 0 False False \n",
"1955 0 0 0 False False \n",
"1956 0 0 0 False False \n",
"1957 27 26 0 False True "
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
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" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 B링1현시시간 B링2현시시간 B링3현시시간 \\\n",
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" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 B링1현시시간 B링2현시시간 B링3현시시간 \\\n",
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" <th>B링6현시시간</th>\n",
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
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"272 5037 2023-12-12 12:07:43 3 1 160 143 37 \n",
"273 5037 2023-12-12 12:10:23 3 1 160 143 37 \n",
"\n",
" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 B링1현시시간 B링2현시시간 B링3현시시간 \\\n",
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" B링4현시시간 B링5현시시간 B링6현시시간 전이시간여부 이상치존재 \n",
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" B링4현시시간 B링5현시시간 B링6현시시간 전이시간여부 이상치존재 \n",
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 A링2현시시간 \\\n",
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
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"384 5041 2023-12-12 18:13:53 3 1 180 114 46 \n",
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" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 B링1현시시간 B링2현시시간 B링3현시시간 \\\n",
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"\n",
" B링4현시시간 B링5현시시간 B링6현시시간 전이시간여부 이상치존재 \n",
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 A링2현시시간 \\\n",
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
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"117 5046 2023-12-12 04:52:39 0 0 150 9 24 \n",
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"\n",
" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 B링1현시시간 B링2현시시간 B링3현시시간 \\\n",
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"117 42 42 42 0 0 24 42 42 \n",
"118 42 42 42 0 0 24 42 42 \n",
"\n",
" B링4현시시간 B링5현시시간 B링6현시시간 전이시간여부 이상치존재 \n",
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
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" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 B링1현시시간 B링2현시시간 B링3현시시간 \\\n",
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" B링4현시시간 B링5현시시간 B링6현시시간 전이시간여부 이상치존재 \n",
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
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"\n",
" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 B링1현시시간 B링2현시시간 B링3현시시간 \\\n",
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" B링4현시시간 B링5현시시간 B링6현시시간 전이시간여부 이상치존재 \n",
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" 현장교차로ID 수집날짜시각 제어구분코드 제어상태코드 주기시간 옵셋시간 A링1현시시간 \\\n",
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"1691 5047 2023-12-15 13:02:50 3 1 180 170 35 \n",
"\n",
" A링2현시시간 A링3현시시간 A링4현시시간 A링5현시시간 A링6현시시간 B링1현시시간 B링2현시시간 B링3현시시간 \\\n",
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"\n",
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],
"source": [
"for inter_no in inter_nos:\n",
" display_context_dfs_outside_the_transition_ranges(inter_no)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"# context = []\n",
"# for i in (hstr.제어상태코드==2).index:\n",
"# start_idx = max(idx - k, 0) # 데이터프레임의 시작을 넘어가지 않도록 합니다.\n",
"# end_idx = min(idx + k + 1, len(hstr)) # 데이터프레임의 끝을 넘어가지 않도록 합니다.\n",
"# context_indices.extend(range(start_idx, end_idx))\n",
"# context.extend(list(range(i-k,i+k)))\n",
"# hstr[hstr.index.isin(context)]"
]
}
],
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