猪通过python脚本与导入模块流

时间:2011-11-22 20:36:59

标签: python import stream dependencies apache-pig

使用pigtmp $ pig --version Apache Pig版本0.8.1-cdh3u1(rexported) 编译于2011年7月18日,08:29:40

我有一个python脚本(c-python),它导入了另一个脚本,在我的例子中都非常简单:

DATA 示例$ hadoop fs -cat /user/pavel/trivial.log

1   one
2   two
3   three

没有包含的例子 - 工作正常

示例$ pig -f trivial_stream.pig

(1,1,one)
()
(1,2,two)
()
(1,3,three)
()

,其中 1)trivial_stream.pig:

DEFINE test_stream `test_stream.py` SHIP ('test_stream.py');
A = LOAD 'trivial.log' USING PigStorage('\t') AS (mynum: int, mynumstr: chararray);
C = STREAM A THROUGH test_stream;
DUMP C;

2)test_stream.py

#! /usr/bin/env python

import sys
import string

for line in sys.stdin:
    if len(line) == 0: continue
    new_line = line
    print "%d\t%s" % (1, new_line) 

所以基本上我只用一个键聚合行,没什么特别的。

示例包括 - 炸弹! 现在我想从python导入模块追加一个字符串,该模块与test_stream.py位于同一目录中。我试图以许多不同的方式发布导入模块,但得到相同的错误(见下文)

1)trivial_stream.pig:

DEFINE test_stream `test_stream.py` SHIP ('test_stream.py', 'test_import.py');
A = LOAD 'trivial.log' USING PigStorage('\t') AS (mynum: int, mynumstr: chararray);
C = STREAM A THROUGH test_stream;
DUMP C;

2)test_stream.py

#! /usr/bin/env python

import sys
import string

import test_import

for line in sys.stdin:
    if len(line) == 0: continue
    new_line = ("%s-%s") % (line.strip(), test_import.getTestLine())
    print "%d\t%s" % (1, new_line) 

3)test_import.py

def getTestLine():
    return "test line";

现在

example$ pig -f trivial_stream.pig

后端错误消息

org.apache.pig.backend.executionengine.ExecException: ERROR 2055: Received Error while processing the map plan: 'test_stream.py ' failed with exit status: 1
    at org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.PigMapBase.runPipeline(PigMapBase.java:265)
    at org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.PigMapBase.cleanup(PigMapBase.java:103)
    at org.apache.hadoop.mapreduce.Mapper.run(Mapper.java:146)
    at org.apache.hadoop.mapred.MapTask.runNewMapper(MapTask.java:647)
    at org.apache.hadoop.mapred.MapTask.run(MapTask.java:323)
    at org.apache.hadoop.mapred.Child$4.run(Child.java:270)
    at java.security.AccessController.doPrivileged(Native Method)
    at javax.security.auth.Subject.doAs(Subject.java:396)
    at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1127)
    at org.apache.hadoop.mapred.Child.main(Child.java:264)

猪堆痕迹

ERROR 2997: Unable to recreate exception from backed error: org.apache.pig.backend.executionengine.ExecException: ERROR 2055: Received Error while processing the map plan: 'test_stream.py ' failed with exit status: 1

org.apache.pig.impl.logicalLayer.FrontendException: ERROR 1066: Unable to open iterator for alias C. Backend error : Unable to recreate exception from backed error: org.apache.pig.backend.executionengine.ExecException: ERROR 2055: Received Error while processing the map plan: 'test_stream.py ' failed with exit status: 1
    at org.apache.pig.PigServer.openIterator(PigServer.java:753)
    at org.apache.pig.tools.grunt.GruntParser.processDump(GruntParser.java:615)
    at org.apache.pig.tools.pigscript.parser.PigScriptParser.parse(PigScriptParser.java:303)
    at org.apache.pig.tools.grunt.GruntParser.parseStopOnError(GruntParser.java:168)
    at org.apache.pig.tools.grunt.GruntParser.parseStopOnError(GruntParser.java:144)
    at org.apache.pig.tools.grunt.Grunt.exec(Grunt.java:90)
    at org.apache.pig.Main.run(Main.java:396)
    at org.apache.pig.Main.main(Main.java:107)
Caused by: org.apache.pig.backend.executionengine.ExecException: ERROR 2997: Unable to recreate exception from backed error: org.apache.pig.backend.executionengine.ExecException: ERROR 2055: Received Error while processing the map plan: 'test_stream.py ' failed with exit status: 1
    at org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.Launcher.getErrorMessages(Launcher.java:221)
    at org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.Launcher.getStats(Launcher.java:151)
    at org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MapReduceLauncher.launchPig(MapReduceLauncher.java:337)
    at org.apache.pig.backend.hadoop.executionengine.HExecutionEngine.execute(HExecutionEngine.java:382)
    at org.apache.pig.PigServer.executeCompiledLogicalPlan(PigServer.java:1209)
    at org.apache.pig.PigServer.storeEx(PigServer.java:885)
    at org.apache.pig.PigServer.store(PigServer.java:827)
    at org.apache.pig.PigServer.openIterator(PigServer.java:739)
    ... 7 more

非常感谢你的帮助! -Pavel

2 个答案:

答案 0 :(得分:3)

上述评论的正确回答:

依赖项不发货,如果你想让你的python应用程序与pig一起使用你需要tar它(不要忘记init.py的!),然后在.sh的SHIP语句中包含.tar文件。你做的第一件事就是解开应用程序。路径可能存在问题,因此我甚至在tar提取之前建议如下:sys.path.insert(0,os.getcwd())。

答案 1 :(得分:1)

您需要将当前目录附加到sys.path中的test_stream.py

#! /usr/bin/env python

import sys
sys.path.append(".")

因此,您在那里的SHIP命令确实发布了python脚本,但您只需要告诉Python在哪里查看。