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mysql数据导入python_python3 pandas 读取MySQL数据和插入的实例

python 代码如下:

# -*- coding:utf-8 -*-

import pandas as pd

import pymysql

import sys

from sqlalchemy import create_engine

def read_mysql_and_insert():

try:

conn = pymysql.connect(host='localhost',user='user1',password='123456',db='test',charset='utf8')

except pymysql.err.OperationalError as e:

print('Error is '+str(e))

sys.exit()

try:

engine = create_engine('mysql+pymysql://user1:[email protected]:3306/test')

except sqlalchemy.exc.OperationalError as e:

print('Error is '+str(e))

sys.exit()

except sqlalchemy.exc.InternalError as e:

print('Error is '+str(e))

sys.exit()

try:

sql = 'select * from sum_case'

df = pd.read_sql(sql, con=conn)

except pymysql.err.ProgrammingError as e:

print('Error is '+str(e))

sys.exit()

print(df.head())

df.to_sql(name='sum_case_1',con=engine,if_exists='append',index=False)

conn.close()

print('ok')

if __name__ == '__main__':

df = read_mysql_and_insert()

另外需要注意的还有。

1) test数据库里有两个表,建表语句如下:

CREATE TABLE `sum_case` (

`type_id` tinyint(2) DEFAULT NULL,

`type_name` varchar(5) DEFAULT NULL,

KEY `b` (`type_name`)

) ENGINE=InnoDB DEFAULT CHARSET=utf8;

CREATE TABLE `sum_case_1` (

`type_id` tinyint(2) DEFAULT NULL,

`type_name` varchar(5) DEFAULT NULL,

KEY `b` (`type_name`)

) ENGINE=InnoDB DEFAULT CHARSET=utf8;

插入初始数据

insert into sum_case (type_id,type_name) values (1,'a'),(2,'b'),(3,'c')

2)创建user1用户

grant select, update,insert on test.* to 'user1'@'localhost' identified by '123456'

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