Python3 pandas read MySQL data and insert

Source: Internet
Author: User
Below for everyone to share an article Python3 pandas read MySQL data and insert instance, have very good reference value, hope to be helpful to everybody. Come and see it together.

The Python code is as follows:


#-*-Coding:utf-8-*-import pandas as Pdimport pymysqlimport sysfrom sqlalchemy import create_enginedef read_mysql_and_in SERT ():  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)) ' C9/>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 ()


Another thing to be aware of is that.

1) There are two tables in the test database, with the following table statements:


CREATE TABLE ' sum_case ' (  ' type_id ' tinyint (2) default null,  ' type_name ' varchar (5) default NULL,  KEY ' B ' (' t Ype_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;


Inserting initial data


Insert into Sum_case (type_id,type_name) VALUES (1, ' a '), (2, ' B '), (3, ' C ')


2) Create User1 user


Grant SELECT, Update,insert on test.* to ' user1 ' @ ' localhost ' identified by ' 123456 '


Contact Us

The content source of this page is from Internet, which doesn't represent Alibaba Cloud's opinion; products and services mentioned on that page don't have any relationship with Alibaba Cloud. If the content of the page makes you feel confusing, please write us an email, we will handle the problem within 5 days after receiving your email.

If you find any instances of plagiarism from the community, please send an email to: info-contact@alibabacloud.com and provide relevant evidence. A staff member will contact you within 5 working days.

A Free Trial That Lets You Build Big!

Start building with 50+ products and up to 12 months usage for Elastic Compute Service

  • Sales Support

    1 on 1 presale consultation

  • After-Sales Support

    24/7 Technical Support 6 Free Tickets per Quarter Faster Response

  • Alibaba Cloud offers highly flexible support services tailored to meet your exact needs.