mongo-hadoop流式传输mapper.py未找到

时间:2012-06-25 19:33:40

标签: mongodb hadoop-streaming

运行mongo-hadoop流时出现以下错误:

java.io.IOException: Cannot run program "mapper.py": error=2, No such file or directory
    at java.lang.ProcessBuilder.start(ProcessBuilder.java:460)
    at org.apache.hadoop.streaming.PipeMapRed.configure(PipeMapRed.java:214)
    at org.apache.hadoop.streaming.PipeMapper.configure(PipeMapper.java:66)
    at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
    at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:39)
    at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:25)
    at java.lang.reflect.Method.invoke(Method.java:597)
    at org.apache.hadoop.util.ReflectionUtils.setJobConf(ReflectionUtils.java:88)
    at org.apache.hadoop.util.ReflectionUtils.setConf(ReflectionUtils.java:64)
    at org.apache.hadoop.util.ReflectionUtils.newInstance(ReflectionUtils.java:117)
    at org.apache.hadoop.mapred.MapRunner.configure(MapRunner.java:34)
    at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
    at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:39)
    at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:25)
    at java.lang.reflect.Method.invoke(Method.java:597)
    at org.apache.hadoop.util.ReflectionUtils.setJobConf(ReflectionUtils.java:88)
    at org.apache.hadoop.util.ReflectionUtils.setConf(ReflectionUtils.java:64)
    at org.apache.hadoop.util.ReflectionUtils.newInstance(ReflectionUtils.java:117)
    at org.apache.hadoop.mapred.MapTask.runOldMapper(MapTask.java:387)
    at org.apache.hadoop.mapred.MapTask.run(MapTask.java:325)
    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:1157)
    at org.apache.hadoop.mapred.Child.main(Child.java:264)
Caused by: java.io.IOException: error=2, No such file or directory
    at java.lang.UNIXProcess.forkAndExec(Native Method)
    at java.lang.UNIXProcess.<init>(UNIXProcess.java:53)
    at java.lang.ProcessImpl.start(ProcessImpl.java:91)
    at java.lang.ProcessBuilder.start(ProcessBuilder.java:453)
    ... 24 more

通过dumbo或常规方式运行标准Hadoop python流没有问题。

在另一个post

中的Hadoop python流中提到了这个错误

我正在经营这样的工作:

hadoop jar /Volumes/Locodrive/hadoop/mongo-hadoop/streaming/target/mongo-hadoop-streaming-assembly-1.1.0-SNAPSHOT.jar -mapper mapper.py -file mapper.py -reducer reducer.py -file reducer.py -inputURI mongodb://localhost:27017/testdb.docs -outputURI mongodb://localhost:27017/testdb.testhadoop

在mapper.py/reducer.py上使用路径/绝对路径,在-file参数中添加abolute路径无济于事。标准的Hadoop流媒体工作没有任何问题,所以我没有收到错误。

mapper.pyreducer.py添加到hdfs也无济于事。

mapper.pyreducer.py是可执行的,并且在第一行中有一个shebang:

mapper.py

#!/usr/bin/env python

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


from pymongo_hadoop import BSONMapper


def mapper(documents):

    i = 0
    for doc in documents:
        i += 1
        yield {"_id": "test", "count": 1}


BSONMapper(mapper)
print >> sys.stderr, "Done Mapping!!!"

reducer.py

#!/usr/bin/env python
# encoding: utf-8

import sys
sys.path.append('.')


from pymongo_hadoop import BSONReducer


def reducer(key, values):
    print >> sys.stderr, "Processing key %s" % key
    _count = 0
    for v in values:
        _count += v["count"]

    return {"_id": key, "count": _count}

BSONReducer(reducer)

我在OSX上运行cloudera Hadoop CDH3u3。 Java示例没有问题

更新

我尝试了0.23.1并得到了同样的错误。

运行-debug不会删除PackagedJobJar streamjob.jar

当我提取它时,mapper.pyreducer.py就在那里

运行std流式传输作业时,这些文件也存在。 mongo-haddoop-streaming仍会产生上述错误

1 个答案:

答案 0 :(得分:0)

k让它发挥作用 它应该是-files而不是-file

[http://hadoop.apache.org/common/docs/r0.20.0/api/org/apache/hadoop/util/GenericOptionsParser.html] [1]

hadoop jar /Volumes/Locodrive/hadoop/mongo-hadoop/streaming/target/mongo-hadoop-streaming-assembly-1.1.0-SNAPSHOT.jar -files mapper.py,reducer.py -inputURI mongodb://127.0.0.1:27017/mongo_hadoop.yield_historical.in -outputURI mongodb://127.0.0.1:27017/mongo_hadoop.testhadoop -mapper mapper.py -reducer reducer.py -verbose -debug