python读取excel csv数据插入Oracle
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 | from sqlalchemy import create_engine import pandas as pd import sqlalchemy.types as type from sqlalchemy.engine import Engine def connet_oracle(): ip_post = 'oracle+cx_oracle://{user}:{passwd}@{ip_post_ocl}?charset=utf8' . format (user = user, passwd = passwd, ip_post_ocl = url) return create_engine(ip_post, echo = False , encoding = 'utf-8' ) # ,encoding = "UTF-8", nencoding = "UTF-8" engine:Engine = connet_oracle() user = 'xxx' passwd = 'xxx' url = 'x.x.x.x:1521/xxx' df = pd.read_excel( './data/3.xls' ,dtype = str ) # data.to_csv("./data/df.csv") print (df.head()) # 空值处理 # df[df=='nan'] = None # df.fillna('',inplace=True) print (df.shape) data:pd.DataFrame = df.copy() # 指定字段类型插入 col_type: dict = { 'TABLE_NAME' : type .VARCHAR( 256 )} data.to_sql( 'table_name(字母必须小写)' , con = engine,if_exists = 'replace' ,index = False ,chunksize = 1000 ,dtype = col_type) |
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