python pandas 读取Excel写入mysql

#!/usr/bin/python
# -*- coding: UTF-8 -*-

import pandas as pd
import time
import mysql.connector as mysqlconnector
from apscheduler.schedulers.blocking import BlockingScheduler
from sqlalchemy import create_engine
from sqlalchemy.types import BIGINT,VARCHAR,INT,TIMESTAMP,TEXT


def deviceInfoToHistory():
    excelFile = 'F:\\tools\\python\\Excel_20200617.xlsx'
    df = pd.read_excel(excelFile, usecols=[1,2,3,4,5,6,7,8,9,10])
    connect_info2 = 'mysql+mysqlconnector://root:[email protected]:3306/history?charset=utf8'
    engine2 = create_engine(connect_info2) #use sqlalchemy to build link-engine
    print("连接数据库成功")
    print("write df to table 'info_history'")
    df.to_sql(name = 'info_history',
               con = engine2,
               if_exists = 'append',
               index = False,
               dtype = {'id':BIGINT(),                        
                        'bluetooth_mac':VARCHAR(32),       
                        'lastest_report_time':TIMESTAMP,
                        }
               )
    print("写入数据库成功")



def job():
    print('main-start:', time.strftime('%Y-%m-%d %H:%M:%S', time.localtime(time.time())))
    deviceInfoToHistory()
    print('main-end:', time.strftime('%Y-%m-%d %H:%M:%S', time.localtime(time.time())))

job()