python脚本 用sqoop把mysql数据导入hive

来源:互联网 发布:汕头网页美工培训 编辑:程序博客网 时间:2024/05/20 01:13

主要功能:用python把mysql数据库的数据导入到hive中,该过程主要是通过python语言操作sqoop.

#! /usr/bin/env python# coding:utf-8# --------------------------------# Created by coco  on 16/2/23# ---------------------------------# Comment: 主要功能说明 :初始化业务数据库import osimport pyhs2conn=pyhs2.connect(host="192.168.8.94",port=10000,authMechanism="PLAIN",user="hdfs")mysql_info={"host":"192.168.8.94","port":3306,"user":"root","passwd":"gc895316"}print mysql_infodef run_hive_query(sql):    with conn.cursor()  as cursor:        cursor.execute(sql)        return cursor.fetchall()def mysql_to_hive(host,port,user,passwd,database,table):    #os.system("hadoop fs -rm    -r /user/task/%s"%table)    if [database] not in run_hive_query("show databases"):        with conn.cursor() as cursor:            cursor.execute("create database " +database)    with conn.cursor() as cursor:        cursor.execute("use  "+database)    if [table] not in run_hive_query("show tables"):        os.system("sqoop   import --connect   jdbc:mysql://%s:%s/%s --username  %s   --password  %s --table %s  --hive-database  %s  -m 10 --create-hive-table --hive-import   --hive-overwrite "%(            host,port,database,user,passwd,table,database))    else:        os.system("sqoop   import --connect   jdbc:mysql://%s:%s/%s --username  %s   --password  %s --table %s  --hive-database  %s  -m 10 --hive-import   --hive-overwrite "%(            host,port,database,user,passwd,table,database))mysql_to_hive(mysql_info["host"],mysql_info["port"],mysql_info["user"],mysql_info["passwd"].replace("(","\("),"wwn","cm_vip")
0 0
原创粉丝点击