当前位置:网站首页>How to store dataframe data in pandas into MySQL

How to store dataframe data in pandas into MySQL

2022-06-25 01:12:00 A Xiaobai who likes Technology

problem :

How to make Pandas Medium DataFrame Data import to MySQL In the database ?
So how to achieve it ?


Implementation code :

To prevent code redundancy, I wrote a class directly
When using, you only need to modify the passed parameters

import pymysql
from sqlalchemy import create_engine
import pandas as pd

"""  Paste directly into brackets  host='127.0.0.1', port='3306', user="root", pasword="123456", db=" Database name ", tb=" Table name ", df="dataframe data " """
#pandas dataframe Data is loaded directly into mysql in 
class PDTOMYSQL:
    def __init__(self,host,user,pasword,db,tb,df,port='3306'):

        self.host = host
        self.user = user
        self.port = port
        self.db = db
        self.password = pasword
        self.tb = tb
        self.df = df

        sql = 'select * from '+self.tb
        conn = create_engine('mysql+pymysql://'+self.user+':'+self.password+'@'+self.host+':'+self.port+'/'+self.db)
        df.to_sql(self.tb, con=conn, if_exists='replace')
        self.pdata = pd.read_sql(sql,conn)
    def show(self):# Show datasets 
        return print(self.pdata)

Test it :

#data It's test data 
data = {
    
    'state':['Ohio','Ohio','Ohio','Nevada','Nevada'],
    'year':[2000,2001,2002,2001,2002],
    'pop':[1.5,1.7,3.6,2.4,2.9]
}
# hold data convert to dataframe data 
frame = pd.DataFrame(data)
t = PDTOMYSQL(
    host='127.0.0.1',
    port='3306',
    user="root",
    pasword="123456",
    db="data_base",
    tb="t_demo",
    df=frame)
t.show()

 Insert picture description here

原网站

版权声明
本文为[A Xiaobai who likes Technology]所创,转载请带上原文链接,感谢
https://yzsam.com/2022/02/202202210543199599.html