我试图用Python脚本在Hadoop流媒体上运行Map Reduce作业,并得到与Hadoop Streaming Job failed error in python相同的错误,但是这些解决方案对我不起作用。
当我运行“cat sample.txt |/p1mapper.py | sort |/p1reducer.py”时,我的脚本运行得很好
但当我运行以下命令时:
./bin/hadoop jar contrib/streaming/hadoop-0.20.2-streaming.jar \
-input "p1input/*" \
-output p1output \
-mapper "python p1mapper.py" \
-reducer "python p1reducer.py" \
-file /Users/Tish/Desktop/HW1/p1mapper.py \
-file /Users/Tish/Desktop/HW1/p1reducer.py
(注意:即使删除“python”或键入-mapper和-reducer的完整路径名,结果也是一样的)
这是我得到的输出:
packageJobJar: [/Users/Tish/Desktop/HW1/p1mapper.py, /Users/Tish/Desktop/CS246/HW1/p1reducer.py, /Users/Tish/Documents/workspace/hadoop-0.20.2/tmp/hadoop-unjar4363616744311424878/] [] /var/folders/Mk/MkDxFxURFZmLg+gkCGdO9U+++TM/-Tmp-/streamjob3714058030803466665.jar tmpDir=null
11/01/18 03:02:52 INFO mapred.FileInputFormat: Total input paths to process : 1
11/01/18 03:02:52 INFO streaming.StreamJob: getLocalDirs(): [tmp/mapred/local]
11/01/18 03:02:52 INFO streaming.StreamJob: Running job: job_201101180237_0005
11/01/18 03:02:52 INFO streaming.StreamJob: To kill this job, run:
11/01/18 03:02:52 INFO streaming.StreamJob: /Users/Tish/Documents/workspace/hadoop-0.20.2/bin/../bin/hadoop job -Dmapred.job.tracker=localhost:54311 -kill job_201101180237_0005
11/01/18 03:02:52 INFO streaming.StreamJob: Tracking URL: http://www.glassdoor.com:50030/jobdetails.jsp?jobid=job_201101180237_0005
11/01/18 03:02:53 INFO streaming.StreamJob: map 0% reduce 0%
11/01/18 03:03:05 INFO streaming.StreamJob: map 100% reduce 0%
11/01/18 03:03:44 INFO streaming.StreamJob: map 50% reduce 0%
11/01/18 03:03:47 INFO streaming.StreamJob: map 100% reduce 100%
11/01/18 03:03:47 INFO streaming.StreamJob: To kill this job, run:
11/01/18 03:03:47 INFO streaming.StreamJob: /Users/Tish/Documents/workspace/hadoop-0.20.2/bin/../bin/hadoop job -Dmapred.job.tracker=localhost:54311 -kill job_201101180237_0005
11/01/18 03:03:47 INFO streaming.StreamJob: Tracking URL: http://www.glassdoor.com:50030/jobdetails.jsp?jobid=job_201101180237_0005
11/01/18 03:03:47 ERROR streaming.StreamJob: Job not Successful!
11/01/18 03:03:47 INFO streaming.StreamJob: killJob...
Streaming Job Failed!
对于每个失败/终止的任务尝试:
Map output lost, rescheduling: getMapOutput(attempt_201101181225_0001_m_000000_0,0) failed :
org.apache.hadoop.util.DiskChecker$DiskErrorException: Could not find taskTracker/jobcache/job_201101181225_0001/attempt_201101181225_0001_m_000000_0/output/file.out.index in any of the configured local directories
at org.apache.hadoop.fs.LocalDirAllocator$AllocatorPerContext.getLocalPathToRead(LocalDirAllocator.java:389)
at org.apache.hadoop.fs.LocalDirAllocator.getLocalPathToRead(LocalDirAllocator.java:138)
at org.apache.hadoop.mapred.TaskTracker$MapOutputServlet.doGet(TaskTracker.java:2887)
at javax.servlet.http.HttpServlet.service(HttpServlet.java:707)
at javax.servlet.http.HttpServlet.service(HttpServlet.java:820)
at org.mortbay.jetty.servlet.ServletHolder.handle(ServletHolder.java:502)
at org.mortbay.jetty.servlet.ServletHandler.handle(ServletHandler.java:363)
at org.mortbay.jetty.security.SecurityHandler.handle(SecurityHandler.java:216)
at org.mortbay.jetty.servlet.SessionHandler.handle(SessionHandler.java:181)
at org.mortbay.jetty.handler.ContextHandler.handle(ContextHandler.java:766)
at org.mortbay.jetty.webapp.WebAppContext.handle(WebAppContext.java:417)
at org.mortbay.jetty.handler.ContextHandlerCollection.handle(ContextHandlerCollection.java:230)
at org.mortbay.jetty.handler.HandlerWrapper.handle(HandlerWrapper.java:152)
at org.mortbay.jetty.Server.handle(Server.java:324)
at org.mortbay.jetty.HttpConnection.handleRequest(HttpConnection.java:534)
at org.mortbay.jetty.HttpConnection$RequestHandler.headerComplete(HttpConnection.java:864)
at org.mortbay.jetty.HttpParser.parseNext(HttpParser.java:533)
at org.mortbay.jetty.HttpParser.parseAvailable(HttpParser.java:207)
at org.mortbay.jetty.HttpConnection.handle(HttpConnection.java:403)
at org.mortbay.io.nio.SelectChannelEndPoint.run(SelectChannelEndPoint.java:409)
at org.mortbay.thread.QueuedThreadPool$PoolThread.run(QueuedThreadPool.java:522)
以下是我的Python脚本: p1映射器.py
#!/usr/bin/env python
import sys
import re
SEQ_LEN = 4
eos = re.compile('(?<=[a-zA-Z])\.') # period preceded by an alphabet
ignore = re.compile('[\W\d]')
for line in sys.stdin:
array = re.split(eos, line)
for sent in array:
sent = ignore.sub('', sent)
sent = sent.lower()
if len(sent) >= SEQ_LEN:
for i in range(len(sent)-SEQ_LEN + 1):
print '%s 1' % sent[i:i+SEQ_LEN]
p1减速机.py
#!/usr/bin/env python
from operator import itemgetter
import sys
word2count = {}
for line in sys.stdin:
word, count = line.split(' ', 1)
try:
count = int(count)
word2count[word] = word2count.get(word, 0) + count
except ValueError: # count was not a number
pass
# sort
sorted_word2count = sorted(word2count.items(), key=itemgetter(1), reverse=True)
# write the top 3 sequences
for word, count in sorted_word2count[0:3]:
print '%s\t%s'% (word, count)
非常感谢您的帮助,谢谢!
更新:
hdfs-site.xml文件:
<?xml version="1.0"?>
<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
<!-- Put site-specific property overrides in this file. -->
<configuration>
<property>
<name>dfs.replication</name>
<value>1</value>
</property>
</configuration>
mapred-site.xml文件:
<?xml version="1.0"?>
<?xml-stylesheet type="text/xsl" href="configuration.xsl"?>
<!-- Put site-specific property overrides in this file. -->
<configuration>
<property>
<name>mapred.job.tracker</name>
<value>localhost:54311</value>
</property>
</configuration>
好吧,我已经在同一个问题上坚持了两天了。。乔在他的other post中提供的解决方案对我很有效。。
为了解决你的问题,我建议:
1)盲目地、仅盲目地遵循关于如何设置单节点集群here的说明(我假设您已经这样做了)
2)如果在任何地方遇到java.io.IOException:不兼容的namespaceIDs错误(如果检查日志,您会发现它),请查看here
3)在示例运行中,从命令中删除所有双引号
这太荒谬了,但我却坚持了整整两天
您缺少很多配置,需要定义目录等。请看这里:
http://wiki.apache.org/hadoop/QuickStart
分布式操作与上面描述的伪分布式操作一样,除了:
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