首页 > 编程语言 > 详细

Hive 11、Hive嵌入Python

时间:2016-02-26 23:20:25      阅读:273      评论:0      收藏:0      [点我收藏+]

Hive嵌入Python

 

Python的输入输出都是\t为分隔符,否则会出错,python脚本输入print出规定格式的数据

 

用法为先add file使用语法为TRANSFORM (name, items)   USING ‘python test.py‘  AS (name string, item1 string,item2 string,item3 string),这里后面几个字段对应python的类型

 下面是一个将一列转成多列表小案例:

create table test (name string,items string) 

ROW FORMAT DELIMITED 

FIELDS TERMINATED BY \t;
LOAD DATA local INPATH /opt/data/tt.txt OVERWRITE INTO TABLE test ;

 

tt.txt的内容:

tom	shu fa,wei qi,chang ge
jack	game,kan shu,shang wang
lusi	lv you,guang jie,gou wu

表2:

create table test2 (name string,item1 string,item2 string,item3 string) 

ROW FORMAT DELIMITED 

FIELDS TERMINATED BY \t;
-- 将python脚本上传到Hive
Hive> add file /root/test.py
-- 将结果放到test2中
INSERT OVERWRITE TABLE test2  

SELECT  TRANSFORM (name, items)  
USING python test.py  
AS (name string, item1 string,item2 string,item3 string)  
FROM test;
#!/usr/bin/python  

import sys  
for line in sys.stdin:  
     line = line.strip()    
     name,it = line.split(\t)  
     count = it.count(,)+1
     for i in range(0,3-count):
          it = it+,NULL
     result = it.split(,)[0:3]
     print %s\t%s%(name,\t.join(result))
结果:
--
表1 hive> select * from test; OK tom shu fa,wei qi,chang ge jack game,kan shu,shang wang lusi lv you,guang jie,gou wu Time taken: 0.07 seconds, Fetched: 3 row(s)

 hive> desc test2;
 OK
 name string
 item1 string
 item2 string
 item3 string
 Time taken: 0.141 seconds, Fetched: 4 row(s)

-- 表2
hive> select * from test2;
OK
tom    shu fa    wei qi    chang ge
jack    game    kan shu    shang wang
lusi    lv you    guang jie    gou wu
Time taken: 1.368 seconds, Fetched: 3 row(s)

 

Hive 11、Hive嵌入Python

原文:http://www.cnblogs.com/raphael5200/p/5221927.html

(0)
(0)
   
举报
评论 一句话评论(0
关于我们 - 联系我们 - 留言反馈 - 联系我们:wmxa8@hotmail.com
© 2014 bubuko.com 版权所有
打开技术之扣,分享程序人生!