CSV到MYSQL解析问题

import pandas as pd
import mysql.connector

# 读取CSV文件
csv_file = 'example.csv'
data = pd.read_csv(csv_file)

# 连接到MySQL数据库
mydb = mysql.connector.connect(
  host="localhost",
  user="yourusername",
  password="yourpassword",
  database="yourdatabase"
)

# 创建MySQL游标
mycursor = mydb.cursor()

# 将CSV数据插入到MySQL表中
for index, row in data.iterrows():
  sql = "INSERT INTO yourtable (column1, column2, column3) VALUES (%s, %s, %s)"
  val = (row['column1'], row['column2'], row['column3'])
  mycursor.execute(sql, val)
  mydb.commit()

# 关闭数据库连接
mydb.close()