{ "cells": [ { "cell_type": "code", "execution_count": 2, "id": "7538343f", "metadata": {}, "outputs": [], "source": [ "import pymysql\n", "import snowflake\n", "from faker import Faker\n", "fake = Faker('zh_CN')\n", "import random\n", "# 创建数据库连接\n", "connection = pymysql.connect(\n", "host='11.1.1.5',\n", "user='root',\n", "password='@HXYD1109mysql',\n", "database='school_server',\n", "charset='utf8'\n", ")\n", "# 创建游标对象\n", "cursor = connection.cursor()\n", "sql=\"select * from robot_knowledge\"\n", "cursor.execute(sql)\n", "result=cursor.fetchall()" ] }, { "cell_type": "code", "execution_count": 3, "id": "8c88cbf4", "metadata": {}, "outputs": [], "source": [ "def create_table(cursor,result):\n", " \n", " data = []\n", " for i in result:\n", " list_list = list(i)\n", " des=cursor.description # 获取表详情，字段名，长度，属性等\n", " t = \",\".join([item[0] for item in des])\n", " table_head = t.split(',') # # 查询表列名 用,分割\n", " \n", " dict_result = dict(zip(table_head, list_list)) # 打包为元组的列表 再转换为字典\n", " data.append(dict_result) # 将字典添加到list_result中\n", " return data" ] }, { "cell_type": "code", "execution_count": 4, "id": "11b4b922", "metadata": {}, "outputs": [], "source": [ "table = create_table(cursor,result)" ] }, { "cell_type": "code", "execution_count": 5, "id": "8aaa223c", "metadata": {}, "outputs": [], "source": [ "sql = \"select a.id from air_remote a left join electric_switch_room b on a.switch_room_id=b.id where b.id is NULL\"" ] }, { "cell_type": "code", "execution_count": 6, "id": "0661d77b", "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "[{'id': 3}, {'id': 20}, {'id': 27}, {'id': 30}, {'id': 45}, {'id': 48}, {'id': 52}, {'id': 68}, {'id': 70}, {'id': 71}, {'id': 72}, {'id': 76}, {'id': 97}, {'id': 98}, {'id': 100}, {'id': 101}, {'id': 102}, {'id': 106}, {'id': 107}, {'id': 110}, {'id': 114}, {'id': 115}, {'id': 116}, {'id': 123}, {'id': 124}, {'id': 125}, {'id': 126}, {'id': 127}, {'id': 129}, {'id': 131}, {'id': 133}, {'id': 134}, {'id': 135}, {'id': 136}, {'id': 143}, {'id': 146}, {'id': 150}, {'id': 153}, {'id': 154}, {'id': 155}, {'id': 156}, {'id': 167}, {'id': 170}, {'id': 171}, {'id': 172}, {'id': 178}, {'id': 179}, {'id': 180}, {'id': 184}, {'id': 186}, {'id': 187}]\n" ] } ], "source": [ "cursor.execute(sql)\n", "data = cursor.fetchall()\n", "data = create_table(cursor,data)\n", "print(data)\n" ] }, { "cell_type": "code", "execution_count": 7, "id": "637e2c7d", "metadata": {}, "outputs": [], "source": [ "for item in data:\n", " sql = f\"delete from air_remote where id={item['id']}\"\n", " cursor.execute(sql)" ] }, { "cell_type": "code", "execution_count": 8, "id": "e2e837e0", "metadata": {}, "outputs": [], "source": [ "connection.commit()\n" ] }, { "cell_type": "code", "execution_count": null, "id": "af76f358", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "c94b1abc", "metadata": {}, "outputs": [], "source": [ "import pandas as pd \n", "data = [\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B2区\",\n", " \"dongId\": 11,\n", " \"airId\": 117,\n", " \"mac\": \"98CC4D1245B2\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"514空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"514\",\n", " \"id\": 256,\n", " \"TYPE\": None,\n", " \"remoteState\": 0,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011244\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 2,\n", " \"switchRoomId\": 78,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 20,\n", " \"regionId\": 25,\n", " \"tierName\": \"5楼\",\n", " \"teamId\": 19,\n", " \"airState\": 1,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B2区\",\n", " \"dongId\": 11,\n", " \"airId\": 147,\n", " \"mac\": \"98CC4D1245B2\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"516空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"516\",\n", " \"id\": 255,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20010682\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 1,\n", " \"switchRoomId\": 79,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 20,\n", " \"regionId\": 25,\n", " \"tierName\": \"5楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B2区\",\n", " \"dongId\": 11,\n", " \"airId\": 60,\n", " \"mac\": \"98CC4D1245B2\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"515空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"515\",\n", " \"id\": 257,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011252\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 3,\n", " \"switchRoomId\": 80,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 20,\n", " \"regionId\": 25,\n", " \"tierName\": \"5楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B2区\",\n", " \"dongId\": 11,\n", " \"airId\": 63,\n", " \"mac\": \"98CC4D1245B2\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"520空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"520\",\n", " \"id\": 260,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011242\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 6,\n", " \"switchRoomId\": 82,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 20,\n", " \"regionId\": 25,\n", " \"tierName\": \"5楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B2区\",\n", " \"dongId\": 11,\n", " \"airId\": 61,\n", " \"mac\": \"98CC4D1245B2\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"518空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"518\",\n", " \"id\": 259,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011280\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 5,\n", " \"switchRoomId\": 83,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 20,\n", " \"regionId\": 25,\n", " \"tierName\": \"5楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B2区\",\n", " \"dongId\": 11,\n", " \"airId\": 12,\n", " \"mac\": \"98CC4D1245B2\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"521空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"521\",\n", " \"id\": 261,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011272\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 7,\n", " \"switchRoomId\": 84,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 20,\n", " \"regionId\": 25,\n", " \"tierName\": \"5楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B2区\",\n", " \"dongId\": 11,\n", " \"airId\": 62,\n", " \"mac\": \"98CC4D1245B2\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"519空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"519\",\n", " \"id\": 262,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011243\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 8,\n", " \"switchRoomId\": 85,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 20,\n", " \"regionId\": 25,\n", " \"tierName\": \"5楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B2区\",\n", " \"dongId\": 11,\n", " \"airId\": 64,\n", " \"mac\": \"98CC4D1245B2\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"522空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"522\",\n", " \"id\": 263,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011271\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 9,\n", " \"switchRoomId\": 86,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 20,\n", " \"regionId\": 25,\n", " \"tierName\": \"5楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B2区\",\n", " \"dongId\": 11,\n", " \"airId\": 65,\n", " \"mac\": \"98CC4D1245B2\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"523空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"523\",\n", " \"id\": 264,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011233\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 10,\n", " \"switchRoomId\": 87,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 20,\n", " \"regionId\": 25,\n", " \"tierName\": \"5楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B2区\",\n", " \"dongId\": 11,\n", " \"airId\": 138,\n", " \"mac\": \"98CC4D1245B2\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"524前空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"524\",\n", " \"id\": 265,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011292\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 11,\n", " \"switchRoomId\": 129,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 20,\n", " \"regionId\": 25,\n", " \"tierName\": \"5楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B1区\",\n", " \"dongId\": 11,\n", " \"airId\": 2,\n", " \"mac\": \"98CC4D1233C4\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"401前空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"401\",\n", " \"id\": 297,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011264\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 1,\n", " \"switchRoomId\": 132,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 13,\n", " \"regionId\": 16,\n", " \"tierName\": \"4楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B1区\",\n", " \"dongId\": 11,\n", " \"airId\": 67,\n", " \"mac\": \"98CC4D1233C4\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"402后空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"402\",\n", " \"id\": 298,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20010686\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 2,\n", " \"switchRoomId\": 133,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 13,\n", " \"regionId\": 16,\n", " \"tierName\": \"4楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B1区\",\n", " \"dongId\": 11,\n", " \"airId\": 43,\n", " \"mac\": \"98CC4D1233C4\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"402前空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"402\",\n", " \"id\": 299,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011245\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 3,\n", " \"switchRoomId\": 134,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 13,\n", " \"regionId\": 16,\n", " \"tierName\": \"4楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B1区\",\n", " \"dongId\": 11,\n", " \"airId\": 46,\n", " \"mac\": \"98CC4D1233C4\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"403空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"403\",\n", " \"id\": 301,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20010696\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 5,\n", " \"switchRoomId\": 136,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 13,\n", " \"regionId\": 16,\n", " \"tierName\": \"4楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B1区\",\n", " \"dongId\": 11,\n", " \"airId\": 197,\n", " \"mac\": \"98CC4D1233C4\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"406空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"406\",\n", " \"id\": 304,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011263\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 8,\n", " \"switchRoomId\": 139,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 13,\n", " \"regionId\": 16,\n", " \"tierName\": \"4楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B1区\",\n", " \"dongId\": 11,\n", " \"airId\": 73,\n", " \"mac\": \"98CC4D1233C4\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"410空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"410\",\n", " \"id\": 309,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011231\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 13,\n", " \"switchRoomId\": 144,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 13,\n", " \"regionId\": 16,\n", " \"tierName\": \"4楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B1区\",\n", " \"dongId\": 11,\n", " \"airId\": 74,\n", " \"mac\": \"98CC4D1233C4\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"411空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"411\",\n", " \"id\": 311,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011229\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 15,\n", " \"switchRoomId\": 146,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 13,\n", " \"regionId\": 16,\n", " \"tierName\": \"4楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B1区\",\n", " \"dongId\": 11,\n", " \"airId\": 77,\n", " \"mac\": \"98CC4D1233C4\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"413空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"413\",\n", " \"id\": 312,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011293\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 16,\n", " \"switchRoomId\": 147,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 13,\n", " \"regionId\": 16,\n", " \"tierName\": \"4楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B1区\",\n", " \"dongId\": 11,\n", " \"airId\": 25,\n", " \"mac\": \"98CC4D12463C\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"302空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"302\",\n", " \"id\": 317,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011278\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 1,\n", " \"switchRoomId\": 180,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 22,\n", " \"regionId\": 28,\n", " \"tierName\": \"3楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B1区\",\n", " \"dongId\": 11,\n", " \"airId\": 24,\n", " \"mac\": \"98CC4D12463C\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"301空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"301\",\n", " \"id\": 318,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011296\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 2,\n", " \"switchRoomId\": 184,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 22,\n", " \"regionId\": 28,\n", " \"tierName\": \"3楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B1区\",\n", " \"dongId\": 11,\n", " \"airId\": 26,\n", " \"mac\": \"98CC4D12463C\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"303空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"303\",\n", " \"id\": 319,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011299\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 3,\n", " \"switchRoomId\": 185,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 22,\n", " \"regionId\": 28,\n", " \"tierName\": \"3楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B1区\",\n", " \"dongId\": 11,\n", " \"airId\": 28,\n", " \"mac\": \"98CC4D12463C\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"306空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"306\",\n", " \"id\": 321,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011273\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 5,\n", " \"switchRoomId\": 187,\n", 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\"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20010698\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 3,\n", " \"switchRoomId\": 477,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 13,\n", " \"regionId\": 15,\n", " \"tierName\": \"4楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B2区\",\n", " \"dongId\": 11,\n", " \"airId\": 202,\n", " \"mac\": \"98CC4D124410\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"416空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"416\",\n", " \"id\": 395,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20010692\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 4,\n", " \"switchRoomId\": 478,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " 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None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011267\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 9,\n", " \"switchRoomId\": 482,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 13,\n", " \"regionId\": 15,\n", " \"tierName\": \"4楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B2区\",\n", " \"dongId\": 11,\n", " \"airId\": 203,\n", " \"mac\": \"98CC4D124410\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"417、427空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"417\",\n", " \"id\": 401,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20010685\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 10,\n", " \"switchRoomId\": 483,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 13,\n", " \"regionId\": 15,\n", " 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\"mac\": \"98CC4D124410\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"415空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"415\",\n", " \"id\": 402,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20010697\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 11,\n", " \"switchRoomId\": 485,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 13,\n", " \"regionId\": 15,\n", " \"tierName\": \"4楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B2区\",\n", " \"dongId\": 11,\n", " \"airId\": 210,\n", " \"mac\": \"98CC4D124410\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"425空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"425\",\n", " \"id\": 403,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011276\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 12,\n", " \"switchRoomId\": 486,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 13,\n", " \"regionId\": 15,\n", " \"tierName\": \"4楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B2区\",\n", " \"dongId\": 11,\n", " \"airId\": 211,\n", " \"mac\": \"98CC4D124410\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"426空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"426\",\n", " \"id\": 404,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011256\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 13,\n", " \"switchRoomId\": 487,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 13,\n", " \"regionId\": 15,\n", " \"tierName\": \"4楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B2区\",\n", " \"dongId\": 11,\n", " \"airId\": 209,\n", " \"mac\": \"98CC4D124410\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"424后空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"424\",\n", " \"id\": 405,\n", " \"TYPE\": None,\n", " \"remoteState\": 0,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011238\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 14,\n", " \"switchRoomId\": 488,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 13,\n", " \"regionId\": 15,\n", " \"tierName\": \"4楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B1区\",\n", " \"dongId\": 11,\n", " \"airId\": 212,\n", " \"mac\": \"98CC4D124684\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"501前空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"501\",\n", " \"id\": 532,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011236\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 1,\n", " \"switchRoomId\": 496,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 20,\n", " \"regionId\": 26,\n", " \"tierName\": \"5楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B1区\",\n", " \"dongId\": 11,\n", " \"airId\": 213,\n", " \"mac\": \"98CC4D124684\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"501后空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"501\",\n", " \"id\": 533,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011291\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 2,\n", " \"switchRoomId\": 497,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 20,\n", " \"regionId\": 26,\n", " \"tierName\": \"5楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B1区\",\n", " \"dongId\": 11,\n", " \"airId\": 214,\n", " \"mac\": \"98CC4D124684\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"502后空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"502\",\n", " \"id\": 534,\n", " \"TYPE\": None,\n", " \"remoteState\": 0,\n", " \"sizeType\": 1,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20010687\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 3,\n", " \"switchRoomId\": 498,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 20,\n", " \"regionId\": 26,\n", " \"tierName\": \"5楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B1区\",\n", " \"dongId\": 11,\n", " \"airId\": 215,\n", " \"mac\": \"98CC4D124684\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"505空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"505\",\n", " \"id\": 539,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": 1,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20010693\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 10,\n", " \"switchRoomId\": 503,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 20,\n", " \"regionId\": 26,\n", " \"tierName\": \"5楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B1区\",\n", " \"dongId\": 11,\n", " \"airId\": 216,\n", " \"mac\": \"98CC4D124684\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": 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\"教室\",\n", " \"nno\": 16,\n", " \"switchRoomId\": 507,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 20,\n", " \"regionId\": 26,\n", " \"tierName\": \"5楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B1区\",\n", " \"dongId\": 11,\n", " \"airId\": 218,\n", " \"mac\": \"98CC4D124684\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"511前空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"511\",\n", " \"id\": 544,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20010691\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 17,\n", " \"switchRoomId\": 508,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 20,\n", " \"regionId\": 26,\n", " \"tierName\": \"5楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B1区\",\n", " \"dongId\": 11,\n", " \"airId\": 219,\n", " \"mac\": \"98CC4D124684\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"511后空调、512空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"511\",\n", " \"id\": 545,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011235\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 18,\n", " \"switchRoomId\": 509,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 20,\n", " \"regionId\": 26,\n", " \"tierName\": \"5楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B1区\",\n", " \"dongId\": 11,\n", " \"airId\": 220,\n", " \"mac\": \"98CC4D124684\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"511后空调、512空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"512\",\n", " \"id\": 545,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011234\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 18,\n", " \"switchRoomId\": 510,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 20,\n", " \"regionId\": 26,\n", " \"tierName\": \"5楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B1区\",\n", " \"dongId\": 11,\n", " \"airId\": 221,\n", " \"mac\": \"98CC4D124684\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"513空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"513\",\n", " \"id\": 546,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20010681\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 20,\n", " \"switchRoomId\": 511,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 20,\n", " \"regionId\": 26,\n", " \"tierName\": \"5楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B2区\",\n", " \"dongId\": 11,\n", " \"airId\": 223,\n", " \"mac\": \"98CC4D1245B2\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"524后空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"524\",\n", " \"id\": 266,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011301\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 12,\n", " \"switchRoomId\": 515,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 20,\n", " \"regionId\": 25,\n", " \"tierName\": \"5楼\",\n", " \"teamId\": 19,\n", " \"airState\": 0,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " },\n", " {\n", " \"teamName\": \"成都市泡桐树中学\",\n", " \"regionName\": \"B2区\",\n", " \"dongId\": 11,\n", " \"airId\": 224,\n", " \"mac\": \"98CC4D1245B2\",\n", " \"areaName\": \"金沙校区\",\n", " \"switchName\": \"525后空调\",\n", " \"psSum\": 0,\n", " \"classRoom\": \"525\",\n", " \"id\": 267,\n", " \"TYPE\": None,\n", " \"remoteState\": 1,\n", " \"sizeType\": None,\n", " \"dongName\": \"主楼\",\n", " \"airNo\": \"20011290\",\n", " \"modelState\": 1,\n", " \"mainType\": \"教室\",\n", " \"nno\": 13,\n", " \"switchRoomId\": 516,\n", " \"airType\": 0,\n", " \"areaId\": 9,\n", " \"tierId\": 20,\n", " \"regionId\": 25,\n", " \"tierName\": \"5楼\",\n", " \"teamId\": 19,\n", " \"airState\": 1,\n", " \"psMonthSum\": 0,\n", " \"switchState\": 1\n", " }\n", " ]\n", "df=pd.DataFrame(data)" ] }, { "cell_type": "code", "execution_count": null, "id": "de0a12e3", "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", "execution_count": null, "id": "61478cf7", "metadata": {}, "outputs": [ { "data": { 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