下面为大家分享一篇python3 pandas 读取mysql数据和插入的实例,具有很好的参考价值,希望对大家有所帮助。一起过来看看吧
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://user1:123456@localhost: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
立即学习“Python免费学习笔记(深入)”;
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'
相关推荐:
以上就是python3 pandas 读取MySQL数据和插入的详细内容,更多请关注php中文网其它相关文章!
python怎么学习?python怎么入门?python在哪学?python怎么学才快?不用担心,这里为大家提供了python速学教程(入门到精通),有需要的小伙伴保存下载就能学习啦!
Copyright 2014-2025 https://www.php.cn/ All Rights Reserved | php.cn | 湘ICP备2023035733号