a commit before transferring department

.vscode/launch.json

@@ -3,6 +3,108 @@
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analysis/0807_compare_SIGL_FLOWs/0807_compare_SIGL_FLOWs.ipynb

@@ -3032,9 +3032,16 @@
     "print(f'진입방향이 90도 이상 차이나는 경우의 개수 : {len(inc_dots_90)}')\n",
     "print(f'전체 진출방향 개수 : {len(out_dots)}')\n",
     "print(f'진출방향이 45도 이상 차이나는 경우의 개수 : {len(out_dots_45)}')\n",
-    "print(f'진출방향이 90도 이상 차이나는 경우의 개수 : {len(out_dots_90)}')\n"
+    "print(f'진출방향이 90도 이상 차이나는 경우의 개수 : {len(out_dots_90)}')"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
   {
    "cell_type": "code",
    "execution_count": 98,

analysis/0809_make_intermediates/make_intermediates.ipynb

@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -16,7 +16,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 15,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -29,49 +29,62 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 16,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "56\n",
-      "436, 437, 438, 442, 443, 444, 455, 456, 457, 458, 459, 460, 461, 462, 463, 472, 474, 482, 483, 484, \n",
-      "485, 486, 488, 490, 491, 492, 493, 494, 498, 499, 502, 503, 504, 514, 515, 523, 524, 527, 565, 575, \n",
-      "576, 581, 582, 583, 611, 615, 631, 632, 633, 634, 635, 636, 637, 638, 639, 640\n"
-     ]
-    }
-   ],
+   "outputs": [],
+   "source": [
+    "self.net = sumolib.net.readNet('new_sungnam_network_internal_target_0811.net.xml')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [],
    "source": [
-    "## 교차로목록 정의\n",
-    "sixties = pd.read_excel('교차로기반정보_(시범지역).xlsx', header=1)\n",
-    "self.inter_nos = set(sixties['교차로 ID'].dropna().astype(int))\n",
-    "# 551, 561은 TC_IF_TOD_RED_YELLO, TN_IF_SIGL_FLOW에 존재하지 않음. TOD 보고서에서도 확인할 수 없음\n",
-    "# 551 : 보육시설 삼거리, 561 : 공영주차장 단일로\n",
-    "self.inter_nos = self.inter_nos - {551, 561}\n",
-    "# 464는 매칭테이블에 존재하지 않음. 500에 매칭되는 node_id가 네트워크에 존재하지 않음.\n",
-    "# 464 : 성남공판장 단일로, 500 : 단남아파트 단일로\n",
-    "self.inter_nos = self.inter_nos - {464, 500}\n",
-    "print(len(self.inter_nos))\n",
-    "inter_nos_display = \", \".join(map(str, sorted(self.inter_nos)))\n",
-    "inter_nos_display = \"\\n\".join([inter_nos_display[i:i+100] for i in range(0, len(inter_nos_display), 100)])\n",
-    "# print(len(inter_nos_display))\n",
-    "print(inter_nos_display)"
+    "# ## 교차로목록 정의\n",
+    "# sixties = pd.read_excel('교차로기반정보_(시범지역).xlsx', header=1)\n",
+    "# self.inter_nos = set(sixties['교차로 ID'].dropna().astype(int))\n",
+    "# # 551, 561은 TC_IF_TOD_RED_YELLO, TN_IF_SIGL_FLOW에 존재하지 않음. TOD 보고서에서도 확인할 수 없음\n",
+    "# # 551 : 보육시설 삼거리, 561 : 공영주차장 단일로\n",
+    "\n",
+    "\n",
+    "# self.inter_nos = self.inter_nos - {551, 561}\n",
+    "# # 464는 매칭테이블에 존재하지 않음. 500에 매칭되는 node_id가 네트워크에 존재하지 않음.\n",
+    "# # 464 : 성남공판장 단일로, 500 : 단남아파트 단일로\n",
+    "# self.inter_nos = self.inter_nos - {464, 500}\n",
+    "# print(len(self.inter_nos))\n",
+    "# inter_nos_display = \", \".join(map(str, sorted(self.inter_nos)))\n",
+    "# inter_nos_display = \"\\n\".join([inter_nos_display[i:i+100] for i in range(0, len(inter_nos_display), 100)])\n",
+    "# # print(len(inter_nos_display))\n",
+    "# print(inter_nos_display)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 72,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "## 매칭테이블 정의, 교차로-노드 딕셔너리 정의\n",
+    "self.inter_node = pd.read_excel('signal_node_matching.xlsx', dtype={'node_id':str})\n",
+    "self.inter_node = self.inter_node.rename(columns={'signal_id':'inter_no'})\n",
+    "self.inter_node['inter_type'] = 'parent'\n",
+    "self.inter_node = self.inter_node[self.inter_node.node_id.isin(node.getID() for node in self.net.getNodes())]"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 18,
    "metadata": {},
    "outputs": [],
    "source": [
     "## 매칭테이블 정의, 교차로-노드 딕셔너리 정의\n",
-    "self.net = sumolib.net.readNet('new_sungnam_network_internal_0809.net.xml')\n",
     "self.inter_node = pd.read_excel('signal_node_matching.xlsx', dtype={'node_id':str})\n",
     "self.inter_node = self.inter_node.rename(columns={'signal_id':'inter_no'})\n",
     "self.inter_node['inter_type'] = 'parent'\n",
-    "self.inter_node = self.inter_node[self.inter_node.inter_no.isin(self.inter_nos)].reset_index(drop=True)\n",
+    "# self.inter_node = self.inter_node[self.inter_node.inter_no.isin(self.inter_nos)].reset_index(drop=True)\n",
+    "self.inter_nos = sorted(self.inter_node.inter_no)\n",
     "\n",
     "# 일대일대응 확인\n",
     "if not len(self.inter_node) == self.inter_node.inter_no.nunique() == self.inter_node.node_id.nunique():\n",
@@ -85,7 +98,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -100,7 +113,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -133,12 +146,12 @@
     "self.dayplan  = self.dayplan.rename(columns=rename_cname)\n",
     "self.holyplan = self.holyplan.rename(columns=rename_cname)\n",
     "self.weekplan = self.weekplan.rename(columns=rename_cname)\n",
-    "self.red_yel  = self.red_yel.rename(columns=rename_cname)\n"
+    "self.red_yel  = self.red_yel.rename(columns=rename_cname)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 21,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -178,7 +191,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 22,
    "metadata": {},
    "outputs": [
     {
@@ -266,7 +279,7 @@
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>371</th>\n",
+       "      <th>354</th>\n",
        "      <td>639</td>\n",
        "      <td>4</td>\n",
        "      <td>A</td>\n",
@@ -275,7 +288,7 @@
        "      <td>120312</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>372</th>\n",
+       "      <th>355</th>\n",
        "      <td>639</td>\n",
        "      <td>4</td>\n",
        "      <td>B</td>\n",
@@ -284,7 +297,7 @@
        "      <td>126221</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>373</th>\n",
+       "      <th>356</th>\n",
        "      <td>640</td>\n",
        "      <td>1</td>\n",
        "      <td>A</td>\n",
@@ -293,7 +306,7 @@
        "      <td>226052</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>374</th>\n",
+       "      <th>357</th>\n",
        "      <td>640</td>\n",
        "      <td>1</td>\n",
        "      <td>B</td>\n",
@@ -302,7 +315,7 @@
        "      <td>043222</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>375</th>\n",
+       "      <th>358</th>\n",
        "      <td>640</td>\n",
        "      <td>2</td>\n",
        "      <td>A</td>\n",
@@ -312,7 +325,7 @@
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>376 rows × 6 columns</p>\n",
+       "<p>359 rows × 6 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
@@ -323,16 +336,16 @@
        "3         436         2         B        3        0     172263\n",
        "4         436         3         A        7        0     356074\n",
        "..        ...       ...       ...      ...      ...        ...\n",
-       "371       639         4         A        6        0     120312\n",
-       "372       639         4         B        1        0     126221\n",
-       "373       640         1         A        8        0     226052\n",
-       "374       640         1         B        4        0     043222\n",
-       "375       640         2         A       17        0       None\n",
+       "354       639         4         A        6        0     120312\n",
+       "355       639         4         B        1        0     126221\n",
+       "356       640         1         A        8        0     226052\n",
+       "357       640         1         B        4        0     043222\n",
+       "358       640         2         A       17        0       None\n",
        "\n",
-       "[376 rows x 6 columns]"
+       "[359 rows x 6 columns]"
       ]
      },
-     "execution_count": 8,
+     "execution_count": 22,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -372,7 +385,6 @@
     "\n",
     "        # 각도코드 설정\n",
     "        angle_code = str(inc_angle).zfill(3) + str(out_angle).zfill(3)\n",
-    "        # print(angle_code)\n",
     "        self.angle.loc[ind, 'angle_code'] = angle_code\n",
     "    else:\n",
     "        self.angle.loc[ind, 'angle_code'] = None\n",
@@ -384,7 +396,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [
     {
@@ -458,35 +470,35 @@
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>383</th>\n",
+       "      <th>367</th>\n",
        "      <td>576</td>\n",
        "      <td>2</td>\n",
        "      <td>B</td>\n",
        "      <td>17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>384</th>\n",
+       "      <th>368</th>\n",
        "      <td>582</td>\n",
        "      <td>2</td>\n",
        "      <td>B</td>\n",
        "      <td>17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>385</th>\n",
+       "      <th>369</th>\n",
        "      <td>632</td>\n",
        "      <td>2</td>\n",
        "      <td>B</td>\n",
        "      <td>17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>386</th>\n",
+       "      <th>370</th>\n",
        "      <td>634</td>\n",
        "      <td>4</td>\n",
        "      <td>B</td>\n",
        "      <td>5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>387</th>\n",
+       "      <th>371</th>\n",
        "      <td>640</td>\n",
        "      <td>2</td>\n",
        "      <td>B</td>\n",
@@ -494,7 +506,7 @@
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>388 rows × 4 columns</p>\n",
+       "<p>372 rows × 4 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
@@ -505,13 +517,13 @@
        "3         436         2         B        3\n",
        "4         436         3         A        7\n",
        "..        ...       ...       ...      ...\n",
-       "383       576         2         B       17\n",
-       "384       582         2         B       17\n",
-       "385       632         2         B       17\n",
-       "386       634         4         B        5\n",
-       "387       640         2         B       17\n",
+       "367       576         2         B       17\n",
+       "368       582         2         B       17\n",
+       "369       632         2         B       17\n",
+       "370       634         4         B        5\n",
+       "371       640         2         B       17\n",
        "\n",
-       "[388 rows x 4 columns]"
+       "[372 rows x 4 columns]"
       ]
      },
      "metadata": {},
@@ -588,35 +600,35 @@
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>383</th>\n",
+       "      <th>367</th>\n",
        "      <td>576</td>\n",
        "      <td>2</td>\n",
        "      <td>B</td>\n",
        "      <td>17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>384</th>\n",
+       "      <th>368</th>\n",
        "      <td>582</td>\n",
        "      <td>2</td>\n",
        "      <td>B</td>\n",
        "      <td>17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>385</th>\n",
+       "      <th>369</th>\n",
        "      <td>632</td>\n",
        "      <td>2</td>\n",
        "      <td>B</td>\n",
        "      <td>17</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>386</th>\n",
+       "      <th>370</th>\n",
        "      <td>634</td>\n",
        "      <td>4</td>\n",
        "      <td>B</td>\n",
        "      <td>5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>387</th>\n",
+       "      <th>371</th>\n",
        "      <td>640</td>\n",
        "      <td>2</td>\n",
        "      <td>B</td>\n",
@@ -624,7 +636,7 @@
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>388 rows × 4 columns</p>\n",
+       "<p>372 rows × 4 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
@@ -635,13 +647,13 @@
        "3         436         2         B        3\n",
        "4         436         3         A        7\n",
        "..        ...       ...       ...      ...\n",
-       "383       576         2         B       17\n",
-       "384       582         2         B       17\n",
-       "385       632         2         B       17\n",
-       "386       634         4         B        5\n",
-       "387       640         2         B       17\n",
+       "367       576         2         B       17\n",
+       "368       582         2         B       17\n",
+       "369       632         2         B       17\n",
+       "370       634         4         B        5\n",
+       "371       640         2         B       17\n",
        "\n",
-       "[388 rows x 4 columns]"
+       "[372 rows x 4 columns]"
       ]
      },
      "metadata": {},
@@ -690,62 +702,37 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 73,
    "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>parent_id</th>\n",
-       "      <th>child_id</th>\n",
-       "      <th>phase_no</th>\n",
-       "      <th>ring_type</th>\n",
-       "      <th>inc_edge_id</th>\n",
-       "      <th>out_edge_id</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
       "text/plain": [
-       "Empty DataFrame\n",
-       "Columns: [parent_id, child_id, phase_no, ring_type, inc_edge_id, out_edge_id]\n",
-       "Index: []"
+       "['make_intermediates.ipynb',\n",
+       " 'new_sungnam_network_internal_0809.net.xml',\n",
+       " 'new_sungnam_network_internal_0811.net.xml',\n",
+       " 'new_sungnam_network_internal_target_0811.net.xml',\n",
+       " 'nodes.json',\n",
+       " 'signal_node_matching.xlsx',\n",
+       " 'signal_node_matching_0809.xlsx',\n",
+       " 'sn_admin_tables',\n",
+       " 'turn_type_info.csv',\n",
+       " 'uturn_data_info.csv',\n",
+       " '교차로기반정보_(시범지역).xlsx']"
       ]
      },
-     "execution_count": 10,
+     "execution_count": 73,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "# # self.coord : 연등교차로 테이블 생성\n",
-    "# self.coord = pd.DataFrame(columns=['parent_id', 'child_id', 'phase_no', 'ring_type', 'inc_edge_id', 'out_edge_id'])"
+    "os.listdir()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 78,
    "metadata": {},
    "outputs": [
     {
@@ -769,450 +756,140 @@
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
-       "      <th>inter_no</th>\n",
-       "      <th>node_id</th>\n",
-       "      <th>inter_type</th>\n",
+       "      <th>child_id</th>\n",
+       "      <th>condition</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>436</td>\n",
-       "      <td>109836</td>\n",
-       "      <td>parent</td>\n",
+       "      <td>109187</td>\n",
+       "      <td>좌회전시</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>437</td>\n",
-       "      <td>109986</td>\n",
-       "      <td>parent</td>\n",
+       "      <td>109188</td>\n",
+       "      <td>좌회전시</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>438</td>\n",
-       "      <td>106350</td>\n",
-       "      <td>parent</td>\n",
+       "      <td>109189</td>\n",
+       "      <td>좌회전시</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>442</td>\n",
-       "      <td>106332</td>\n",
-       "      <td>parent</td>\n",
+       "      <td>109192</td>\n",
+       "      <td>좌회전시</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>443</td>\n",
-       "      <td>108769</td>\n",
-       "      <td>parent</td>\n",
+       "      <td>109193</td>\n",
+       "      <td>좌회전시</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
-       "      <td>444</td>\n",
-       "      <td>109842</td>\n",
-       "      <td>parent</td>\n",
+       "      <td>109595</td>\n",
+       "      <td>좌회전시</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
-       "      <td>455</td>\n",
-       "      <td>109901</td>\n",
-       "      <td>parent</td>\n",
+       "      <td>107169</td>\n",
+       "      <td>좌회전시</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
-       "      <td>456</td>\n",
-       "      <td>106231</td>\n",
-       "      <td>parent</td>\n",
+       "      <td>108093</td>\n",
+       "      <td>좌회전시</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
-       "      <td>457</td>\n",
-       "      <td>106234</td>\n",
-       "      <td>parent</td>\n",
+       "      <td>108098</td>\n",
+       "      <td>좌회전시</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
-       "      <td>458</td>\n",
-       "      <td>106238</td>\n",
-       "      <td>parent</td>\n",
+       "      <td>108102</td>\n",
+       "      <td>좌회전시</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
-       "      <td>459</td>\n",
-       "      <td>106242</td>\n",
-       "      <td>parent</td>\n",
+       "      <td>108099</td>\n",
+       "      <td>좌회전시</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
-       "      <td>460</td>\n",
-       "      <td>109946</td>\n",
-       "      <td>parent</td>\n",
+       "      <td>108106</td>\n",
+       "      <td>좌회전시</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
-       "      <td>461</td>\n",
-       "      <td>109829</td>\n",
-       "      <td>parent</td>\n",
+       "      <td>107717</td>\n",
+       "      <td>좌회전시</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
-       "      <td>462</td>\n",
-       "      <td>106174</td>\n",
-       "      <td>parent</td>\n",
+       "      <td>110754</td>\n",
+       "      <td>좌회전시</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
-       "      <td>463</td>\n",
-       "      <td>106267</td>\n",
-       "      <td>parent</td>\n",
+       "      <td>109205</td>\n",
+       "      <td>좌회전시</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>15</th>\n",
-       "      <td>472</td>\n",
-       "      <td>109965</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>474</td>\n",
-       "      <td>109845</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>482</td>\n",
-       "      <td>106329</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>483</td>\n",
-       "      <td>107928</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>484</td>\n",
-       "      <td>106303</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>485</td>\n",
-       "      <td>107940</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>486</td>\n",
-       "      <td>106273</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>488</td>\n",
-       "      <td>107093</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>23</th>\n",
-       "      <td>490</td>\n",
-       "      <td>106908</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>24</th>\n",
-       "      <td>491</td>\n",
-       "      <td>109987</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>25</th>\n",
-       "      <td>492</td>\n",
-       "      <td>106244</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>26</th>\n",
-       "      <td>493</td>\n",
-       "      <td>106225</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>27</th>\n",
-       "      <td>494</td>\n",
-       "      <td>108235</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>28</th>\n",
-       "      <td>498</td>\n",
-       "      <td>107120</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>29</th>\n",
-       "      <td>499</td>\n",
-       "      <td>107111</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>30</th>\n",
-       "      <td>502</td>\n",
-       "      <td>106286</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>31</th>\n",
-       "      <td>503</td>\n",
-       "      <td>106313</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>32</th>\n",
-       "      <td>504</td>\n",
-       "      <td>109897</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>33</th>\n",
-       "      <td>514</td>\n",
-       "      <td>106708</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>34</th>\n",
-       "      <td>515</td>\n",
-       "      <td>106969</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>35</th>\n",
-       "      <td>523</td>\n",
-       "      <td>106325</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>36</th>\n",
-       "      <td>524</td>\n",
-       "      <td>107049</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>37</th>\n",
-       "      <td>527</td>\n",
-       "      <td>107123</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>38</th>\n",
-       "      <td>565</td>\n",
-       "      <td>109943</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>39</th>\n",
-       "      <td>575</td>\n",
-       "      <td>106197</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>40</th>\n",
-       "      <td>576</td>\n",
-       "      <td>107955</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>41</th>\n",
-       "      <td>581</td>\n",
-       "      <td>106326</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>42</th>\n",
-       "      <td>582</td>\n",
-       "      <td>108639</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>43</th>\n",
-       "      <td>583</td>\n",
-       "      <td>106184</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>44</th>\n",
-       "      <td>611</td>\n",
-       "      <td>107345</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>45</th>\n",
-       "      <td>615</td>\n",
-       "      <td>106717</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>46</th>\n",
-       "      <td>631</td>\n",
-       "      <td>109823</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>47</th>\n",
-       "      <td>632</td>\n",
-       "      <td>109964</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>48</th>\n",
-       "      <td>633</td>\n",
-       "      <td>106450</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>49</th>\n",
-       "      <td>634</td>\n",
-       "      <td>108112</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>50</th>\n",
-       "      <td>635</td>\n",
-       "      <td>108179</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>51</th>\n",
-       "      <td>636</td>\n",
-       "      <td>107293</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>52</th>\n",
-       "      <td>637</td>\n",
-       "      <td>109852</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>53</th>\n",
-       "      <td>638</td>\n",
-       "      <td>109853</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>54</th>\n",
-       "      <td>639</td>\n",
-       "      <td>109854</td>\n",
-       "      <td>parent</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>55</th>\n",
-       "      <td>640</td>\n",
-       "      <td>109990</td>\n",
-       "      <td>parent</td>\n",
+       "      <td>107270</td>\n",
+       "      <td>좌회전시</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "    inter_no node_id inter_type\n",
-       "0        436  109836     parent\n",
-       "1        437  109986     parent\n",
-       "2        438  106350     parent\n",
-       "3        442  106332     parent\n",
-       "4        443  108769     parent\n",
-       "5        444  109842     parent\n",
-       "6        455  109901     parent\n",
-       "7        456  106231     parent\n",
-       "8        457  106234     parent\n",
-       "9        458  106238     parent\n",
-       "10       459  106242     parent\n",
-       "11       460  109946     parent\n",
-       "12       461  109829     parent\n",
-       "13       462  106174     parent\n",
-       "14       463  106267     parent\n",
-       "15       472  109965     parent\n",
-       "16       474  109845     parent\n",
-       "17       482  106329     parent\n",
-       "18       483  107928     parent\n",
-       "19       484  106303     parent\n",
-       "20       485  107940     parent\n",
-       "21       486  106273     parent\n",
-       "22       488  107093     parent\n",
-       "23       490  106908     parent\n",
-       "24       491  109987     parent\n",
-       "25       492  106244     parent\n",
-       "26       493  106225     parent\n",
-       "27       494  108235     parent\n",
-       "28       498  107120     parent\n",
-       "29       499  107111     parent\n",
-       "30       502  106286     parent\n",
-       "31       503  106313     parent\n",
-       "32       504  109897     parent\n",
-       "33       514  106708     parent\n",
-       "34       515  106969     parent\n",
-       "35       523  106325     parent\n",
-       "36       524  107049     parent\n",
-       "37       527  107123     parent\n",
-       "38       565  109943     parent\n",
-       "39       575  106197     parent\n",
-       "40       576  107955     parent\n",
-       "41       581  106326     parent\n",
-       "42       582  108639     parent\n",
-       "43       583  106184     parent\n",
-       "44       611  107345     parent\n",
-       "45       615  106717     parent\n",
-       "46       631  109823     parent\n",
-       "47       632  109964     parent\n",
-       "48       633  106450     parent\n",
-       "49       634  108112     parent\n",
-       "50       635  108179     parent\n",
-       "51       636  107293     parent\n",
-       "52       637  109852     parent\n",
-       "53       638  109853     parent\n",
-       "54       639  109854     parent\n",
-       "55       640  109990     parent"
+       "    child_id condition\n",
+       "0     109187      좌회전시\n",
+       "1     109188      좌회전시\n",
+       "2     109189      좌회전시\n",
+       "3     109192      좌회전시\n",
+       "4     109193      좌회전시\n",
+       "5     109595      좌회전시\n",
+       "6     107169      좌회전시\n",
+       "7     108093      좌회전시\n",
+       "8     108098      좌회전시\n",
+       "9     108102      좌회전시\n",
+       "10    108099      좌회전시\n",
+       "11    108106      좌회전시\n",
+       "12    107717      좌회전시\n",
+       "13    110754      좌회전시\n",
+       "14    109205      좌회전시\n",
+       "15    107270      좌회전시"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 78,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "self.inter_node"
+    "self.uturn = pd.read_csv('uturn_data_info.csv')\n",
+    "self.u_condition = self.uturn.copy()[['child_id']]\n",
+    "self.u_condition['condition'] = '좌회전시'\n",
+    "self.u_condition"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": 24,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "['make_intermediates.ipynb',\n",
-       " 'new_sungnam_network_internal_0809.net.xml',\n",
-       " 'signal_node_matching.xlsx',\n",
-       " 'sn_admin_tables',\n",
-       " '~$signal_node_matching.xlsx',\n",
-       " '~$교차로기반정보_(시범지역).xlsx',\n",
-       " '교차로기반정보_(시범지역).xlsx']"
-      ]
-     },
-     "execution_count": 41,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "os.listdir()"
+    "# # self.coord : 연등교차로 테이블 생성\n",
+    "# self.coord = pd.DataFrame(columns=['parent_id', 'child_id', 'phase_no', 'ring_type', 'inc_edge_id', 'out_edge_id'])"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 42,
+   "execution_count": 27,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1228,7 +905,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [

analysis/0809_make_intermediates/turn_type_info.csv

@@ -0,0 +1,142 @@
+node_id,inc_edge_id,out_edge_id,turn_type
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analysis/0809_make_intermediates/uturn_data_info.csv

@@ -0,0 +1,17 @@
+parent_id,child_id,adj_inc_edge_id,adj_out_edge_id,inc_edge_id,out_edge_id
+106222,109187,513131,513130,519604,519603
+106225,109188,513147,513146,519606,519605
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analysis/0822_fetch_tables_test/fetch_tables.py

@@ -0,0 +1,48 @@
+import pyodbc, os, csv
+
+# 현재 스크립트가 포함된 폴더 지정
+path_present = os.path.dirname(os.path.abspath(__file__))
+
+# 접속정보
+DSNNAME = "Tibero6"
+DBUSER = "snits"
+DBPWD = "snitsUIspxmworks#PW"
+cnxn = pyodbc.connect(f'DSN={DSNNAME};UID={DBUSER};PWD={DBPWD};charset=utf-8')
+cursor = cnxn.cursor()
+
+# 스키마 및 테이블명
+schema = 'SNMS'
+tables = ['TC_IF_TOD_DAY_PLAN', # TOD 일계획 현황
+          'TC_IF_TOD_HOLIDAY_PLAN', # TOD 휴일 계획
+          'TC_IF_TOD_RED_YELLO', # TOD 적색 및 황색 시간
+          'TC_IF_TOD_WEEK_PLAN', # TOD 주 계획
+          # 'TL_IF_SIGL', # 신호 운영 이력 (5초)
+          # 'TL_IF_SIGL_CYCL', # 신호 운영 주기 이력 (5분)
+          'TM_FA_CRSRD', # 교차로 마스터
+          'TN_IF_SIGL_FLOW', # 신호 현시 별 이동류 방향
+          ]
+
+# 테이블 불러오는 함수
+def fetch_table(table, condition=""):
+    try:
+        query = f"SELECT * FROM {schema}.{table} {condition}"
+        cursor.execute(query)
+        csv_file_path = os.path.join(path_present, f"{table}.csv")
+        with open(csv_file_path, 'w', newline='', encoding='utf-8-sig') as csvfile:
+            csv_writer = csv.writer(csvfile)
+            columns = [column[0] for column in cursor.description]
+            csv_writer.writerow(columns)
+            for row in cursor.fetchall():
+                csv_writer.writerow(row)
+    except Exception as e:
+        print(f"오류 발생: {e}")
+
+# 신호이력을 제외한 테이블들 불러오기
+for table in tables:
+    fetch_table(table)
+
+# 초단위 신호이력 불러오기
+fetch_table('TL_IF_SIGL', condition="WHERE TRUNC(PHASE_DT) = TO_DATE('2024-07-31', 'YYYY-MM-DD') AND CRSRD_ID IN (436, 437, 438, 442, 443, 444, 455, 456, 457, 458)")
+
+# 주기단위 신호이력 불러오기
+fetch_table('TL_IF_SIGL_CYCL', condition="WHERE TRUNC(OCRN_DT) = TO_DATE('2024-07-31', 'YYYY-MM-DD') AND CRSRD_ID IN (436, 437, 438, 442, 443, 444, 455, 456, 457, 458)")