88 KiB
88 KiB
In [2]:
import pymysql
import snowflake
from faker import Faker
fake = Faker('zh_CN')
import random
# 创建数据库连接
connection = pymysql.connect(
host='11.1.1.5',
user='root',
password='@HXYD1109mysql',
database='school_server',
charset='utf8'
)
# 创建游标对象
cursor = connection.cursor()
sql="select * from robot_knowledge"
cursor.execute(sql)
result=cursor.fetchall()In [3]:
def create_table(cursor,result):
data = []
for i in result:
list_list = list(i)
des=cursor.description # 获取表详情，字段名，长度，属性等
t = ",".join([item[0] for item in des])
table_head = t.split(',') # # 查询表列名 用,分割
dict_result = dict(zip(table_head, list_list)) # 打包为元组的列表 再转换为字典
data.append(dict_result) # 将字典添加到list_result中
return dataIn [4]:
table = create_table(cursor,result)In [5]:
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"In [6]:
cursor.execute(sql)
data = cursor.fetchall()
data = create_table(cursor,data)
print(data)
[{'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}]
In [7]:
for item in data:
sql = f"delete from air_remote where id={item['id']}"
cursor.execute(sql)In [8]:
connection.commit()
In [ ]:
In [ ]:
import pandas as pd
data = [
{
"teamName": "成都市泡桐树中学",
"regionName": "B2区",
"dongId": 11,
"airId": 117,
"mac": "98CC4D1245B2",
"areaName": "金沙校区",
"switchName": "514空调",
"psSum": 0,
"classRoom": "514",
"id": 256,
"TYPE": None,
"remoteState": 0,
"sizeType": None,
"dongName": "主楼",
"airNo": "20011244",
"modelState": 1,
"mainType": "教室",
"nno": 2,
"switchRoomId": 78,
"airType": 0,
"areaId": 9,
"tierId": 20,
"regionId": 25,
"tierName": "5楼",
"teamId": 19,
"airState": 1,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B2区",
"dongId": 11,
"airId": 147,
"mac": "98CC4D1245B2",
"areaName": "金沙校区",
"switchName": "516空调",
"psSum": 0,
"classRoom": "516",
"id": 255,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20010682",
"modelState": 1,
"mainType": "教室",
"nno": 1,
"switchRoomId": 79,
"airType": 0,
"areaId": 9,
"tierId": 20,
"regionId": 25,
"tierName": "5楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B2区",
"dongId": 11,
"airId": 60,
"mac": "98CC4D1245B2",
"areaName": "金沙校区",
"switchName": "515空调",
"psSum": 0,
"classRoom": "515",
"id": 257,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20011252",
"modelState": 1,
"mainType": "教室",
"nno": 3,
"switchRoomId": 80,
"airType": 0,
"areaId": 9,
"tierId": 20,
"regionId": 25,
"tierName": "5楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B2区",
"dongId": 11,
"airId": 63,
"mac": "98CC4D1245B2",
"areaName": "金沙校区",
"switchName": "520空调",
"psSum": 0,
"classRoom": "520",
"id": 260,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20011242",
"modelState": 1,
"mainType": "教室",
"nno": 6,
"switchRoomId": 82,
"airType": 0,
"areaId": 9,
"tierId": 20,
"regionId": 25,
"tierName": "5楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B2区",
"dongId": 11,
"airId": 61,
"mac": "98CC4D1245B2",
"areaName": "金沙校区",
"switchName": "518空调",
"psSum": 0,
"classRoom": "518",
"id": 259,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20011280",
"modelState": 1,
"mainType": "教室",
"nno": 5,
"switchRoomId": 83,
"airType": 0,
"areaId": 9,
"tierId": 20,
"regionId": 25,
"tierName": "5楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B2区",
"dongId": 11,
"airId": 12,
"mac": "98CC4D1245B2",
"areaName": "金沙校区",
"switchName": "521空调",
"psSum": 0,
"classRoom": "521",
"id": 261,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20011272",
"modelState": 1,
"mainType": "教室",
"nno": 7,
"switchRoomId": 84,
"airType": 0,
"areaId": 9,
"tierId": 20,
"regionId": 25,
"tierName": "5楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B2区",
"dongId": 11,
"airId": 62,
"mac": "98CC4D1245B2",
"areaName": "金沙校区",
"switchName": "519空调",
"psSum": 0,
"classRoom": "519",
"id": 262,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20011243",
"modelState": 1,
"mainType": "教室",
"nno": 8,
"switchRoomId": 85,
"airType": 0,
"areaId": 9,
"tierId": 20,
"regionId": 25,
"tierName": "5楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B2区",
"dongId": 11,
"airId": 64,
"mac": "98CC4D1245B2",
"areaName": "金沙校区",
"switchName": "522空调",
"psSum": 0,
"classRoom": "522",
"id": 263,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20011271",
"modelState": 1,
"mainType": "教室",
"nno": 9,
"switchRoomId": 86,
"airType": 0,
"areaId": 9,
"tierId": 20,
"regionId": 25,
"tierName": "5楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B2区",
"dongId": 11,
"airId": 65,
"mac": "98CC4D1245B2",
"areaName": "金沙校区",
"switchName": "523空调",
"psSum": 0,
"classRoom": "523",
"id": 264,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20011233",
"modelState": 1,
"mainType": "教室",
"nno": 10,
"switchRoomId": 87,
"airType": 0,
"areaId": 9,
"tierId": 20,
"regionId": 25,
"tierName": "5楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B2区",
"dongId": 11,
"airId": 138,
"mac": "98CC4D1245B2",
"areaName": "金沙校区",
"switchName": "524前空调",
"psSum": 0,
"classRoom": "524",
"id": 265,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20011292",
"modelState": 1,
"mainType": "教室",
"nno": 11,
"switchRoomId": 129,
"airType": 0,
"areaId": 9,
"tierId": 20,
"regionId": 25,
"tierName": "5楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B1区",
"dongId": 11,
"airId": 2,
"mac": "98CC4D1233C4",
"areaName": "金沙校区",
"switchName": "401前空调",
"psSum": 0,
"classRoom": "401",
"id": 297,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20011264",
"modelState": 1,
"mainType": "教室",
"nno": 1,
"switchRoomId": 132,
"airType": 0,
"areaId": 9,
"tierId": 13,
"regionId": 16,
"tierName": "4楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B1区",
"dongId": 11,
"airId": 67,
"mac": "98CC4D1233C4",
"areaName": "金沙校区",
"switchName": "402后空调",
"psSum": 0,
"classRoom": "402",
"id": 298,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20010686",
"modelState": 1,
"mainType": "教室",
"nno": 2,
"switchRoomId": 133,
"airType": 0,
"areaId": 9,
"tierId": 13,
"regionId": 16,
"tierName": "4楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B1区",
"dongId": 11,
"airId": 43,
"mac": "98CC4D1233C4",
"areaName": "金沙校区",
"switchName": "402前空调",
"psSum": 0,
"classRoom": "402",
"id": 299,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20011245",
"modelState": 1,
"mainType": "教室",
"nno": 3,
"switchRoomId": 134,
"airType": 0,
"areaId": 9,
"tierId": 13,
"regionId": 16,
"tierName": "4楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B1区",
"dongId": 11,
"airId": 46,
"mac": "98CC4D1233C4",
"areaName": "金沙校区",
"switchName": "403空调",
"psSum": 0,
"classRoom": "403",
"id": 301,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20010696",
"modelState": 1,
"mainType": "教室",
"nno": 5,
"switchRoomId": 136,
"airType": 0,
"areaId": 9,
"tierId": 13,
"regionId": 16,
"tierName": "4楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B1区",
"dongId": 11,
"airId": 197,
"mac": "98CC4D1233C4",
"areaName": "金沙校区",
"switchName": "406空调",
"psSum": 0,
"classRoom": "406",
"id": 304,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20011263",
"modelState": 1,
"mainType": "教室",
"nno": 8,
"switchRoomId": 139,
"airType": 0,
"areaId": 9,
"tierId": 13,
"regionId": 16,
"tierName": "4楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B1区",
"dongId": 11,
"airId": 73,
"mac": "98CC4D1233C4",
"areaName": "金沙校区",
"switchName": "410空调",
"psSum": 0,
"classRoom": "410",
"id": 309,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20011231",
"modelState": 1,
"mainType": "教室",
"nno": 13,
"switchRoomId": 144,
"airType": 0,
"areaId": 9,
"tierId": 13,
"regionId": 16,
"tierName": "4楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B1区",
"dongId": 11,
"airId": 74,
"mac": "98CC4D1233C4",
"areaName": "金沙校区",
"switchName": "411空调",
"psSum": 0,
"classRoom": "411",
"id": 311,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20011229",
"modelState": 1,
"mainType": "教室",
"nno": 15,
"switchRoomId": 146,
"airType": 0,
"areaId": 9,
"tierId": 13,
"regionId": 16,
"tierName": "4楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B1区",
"dongId": 11,
"airId": 77,
"mac": "98CC4D1233C4",
"areaName": "金沙校区",
"switchName": "413空调",
"psSum": 0,
"classRoom": "413",
"id": 312,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20011293",
"modelState": 1,
"mainType": "教室",
"nno": 16,
"switchRoomId": 147,
"airType": 0,
"areaId": 9,
"tierId": 13,
"regionId": 16,
"tierName": "4楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B1区",
"dongId": 11,
"airId": 25,
"mac": "98CC4D12463C",
"areaName": "金沙校区",
"switchName": "302空调",
"psSum": 0,
"classRoom": "302",
"id": 317,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20011278",
"modelState": 1,
"mainType": "教室",
"nno": 1,
"switchRoomId": 180,
"airType": 0,
"areaId": 9,
"tierId": 22,
"regionId": 28,
"tierName": "3楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B1区",
"dongId": 11,
"airId": 24,
"mac": "98CC4D12463C",
"areaName": "金沙校区",
"switchName": "301空调",
"psSum": 0,
"classRoom": "301",
"id": 318,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20011296",
"modelState": 1,
"mainType": "教室",
"nno": 2,
"switchRoomId": 184,
"airType": 0,
"areaId": 9,
"tierId": 22,
"regionId": 28,
"tierName": "3楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B1区",
"dongId": 11,
"airId": 26,
"mac": "98CC4D12463C",
"areaName": "金沙校区",
"switchName": "303空调",
"psSum": 0,
"classRoom": "303",
"id": 319,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20011299",
"modelState": 1,
"mainType": "教室",
"nno": 3,
"switchRoomId": 185,
"airType": 0,
"areaId": 9,
"tierId": 22,
"regionId": 28,
"tierName": "3楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B1区",
"dongId": 11,
"airId": 28,
"mac": "98CC4D12463C",
"areaName": "金沙校区",
"switchName": "306空调",
"psSum": 0,
"classRoom": "306",
"id": 321,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20011273",
"modelState": 1,
"mainType": "教室",
"nno": 5,
"switchRoomId": 187,
"airType": 0,
"areaId": 9,
"tierId": 22,
"regionId": 28,
"tierName": "3楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B1区",
"dongId": 11,
"airId": 29,
"mac": "98CC4D12463C",
"areaName": "金沙校区",
"switchName": "307空调",
"psSum": 0,
"classRoom": "307",
"id": 322,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20011232",
"modelState": 1,
"mainType": "教室",
"nno": 6,
"switchRoomId": 188,
"airType": 0,
"areaId": 9,
"tierId": 22,
"regionId": 28,
"tierName": "3楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B1区",
"dongId": 11,
"airId": 31,
"mac": "98CC4D12463C",
"areaName": "金沙校区",
"switchName": "310空调",
"psSum": 0,
"classRoom": "310",
"id": 324,
"TYPE": None,
"remoteState": 0,
"sizeType": None,
"dongName": "主楼",
"airNo": "20010690",
"modelState": 1,
"mainType": "教室",
"nno": 8,
"switchRoomId": 190,
"airType": 0,
"areaId": 9,
"tierId": 22,
"regionId": 28,
"tierName": "3楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B1区",
"dongId": 11,
"airId": 182,
"mac": "98CC4D12463C",
"areaName": "金沙校区",
"switchName": "311空调",
"psSum": 0,
"classRoom": "311",
"id": 325,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20011253",
"modelState": 1,
"mainType": "教室",
"nno": 9,
"switchRoomId": 191,
"airType": 0,
"areaId": 9,
"tierId": 22,
"regionId": 28,
"tierName": "3楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B1区",
"dongId": 11,
"airId": 33,
"mac": "98CC4D12463C",
"areaName": "金沙校区",
"switchName": "313空调",
"psSum": 0,
"classRoom": "313",
"id": 326,
"TYPE": None,
"remoteState": 0,
"sizeType": None,
"dongName": "主楼",
"airNo": "20010680",
"modelState": 1,
"mainType": "教室",
"nno": 10,
"switchRoomId": 192,
"airType": 0,
"areaId": 9,
"tierId": 22,
"regionId": 28,
"tierName": "3楼",
"teamId": 19,
"airState": 0,
"psMonthSum": 0,
"switchState": 1
},
{
"teamName": "成都市泡桐树中学",
"regionName": "B2区",
"dongId": 11,
"airId": 34,
"mac": "98CC4D1248C6",
"areaName": "金沙校区",
"switchName": "314空调",
"psSum": 0,
"classRoom": "314",
"id": 343,
"TYPE": None,
"remoteState": 1,
"sizeType": None,
"dongName": "主楼",
"airNo": "20011241",
"modelState": 1,
"mainType": "教室",
"nno": 1,
"switchRoomId": 193,
"airType": 0,
"areaId": 9,
"tierId": 22,
"regionId": 29,
"tierName": "3楼",
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}
]
df=pd.DataFrame(data)In [ ]:
In [ ]:
<pandas.core.groupby.generic.DataFrameGroupBy object at 0x0000023886186150>
In [ ]: