问题
I am trying to analyze an apache log and the goal is the find out all user agents and their percentage in usage. The following program works fine to the line when result contains each useragent, count and percentage. The program fails at last line when tries to order according to most used. Could someone help?
logs = LOAD '$LOGS' USING ApacheCombinedLogLoader AS (remoteHost, hyphen, user, time, method, uri, protocol, statusCode, responseSize, referer, userAgent);
uarows = FOREACH logs GENERATE userAgent;
total = FOREACH (GROUP uarows ALL) GENERATE COUNT(uarows) as count;
dump total;
gpuarows = GROUP uarows BY userAgent;
result = FOREACH gpuarows {
subtotal = COUNT(uarows);
GENERATE flatten(group) as ua, subtotal AS SUB_TOTAL, 100*(double)subtotal/(double)total.count AS percentage;
};
orderresult = ORDER result BY SUB_TOTAL DESC;
dump orderresult;
what's weird is that 'dump result' works just fine, so it's the ORDER line makes trouble
errors:
013-04-13 11:33:09,976 [Thread-48] INFO org.apache.hadoop.mapred.MapTask - data buffer = 79691776/99614720
2013-04-13 11:33:09,976 [Thread-48] INFO org.apache.hadoop.mapred.MapTask - record buffer = 262144/327680
2013-04-13 11:33:09,995 [Thread-48] WARN org.apache.hadoop.mapred.LocalJobRunner - job_local_0005
java.lang.RuntimeException: org.apache.hadoop.mapreduce.lib.input.InvalidInputException: Input path does not exist: file:/home/dliu/ApacheLogAnalysisWithPig/pigsample_1573648613_1365823989735
at org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.partitioners.WeightedRangePartitioner.setConf(WeightedRangePartitioner.java:157)
at org.apache.hadoop.util.ReflectionUtils.setConf(ReflectionUtils.java:62)
at org.apache.hadoop.util.ReflectionUtils.newInstance(ReflectionUtils.java:117)
at org.apache.hadoop.mapred.MapTask$NewOutputCollector.<init>(MapTask.java:677)
at org.apache.hadoop.mapred.MapTask.runNewMapper(MapTask.java:756)
at org.apache.hadoop.mapred.MapTask.run(MapTask.java:370)
at org.apache.hadoop.mapred.LocalJobRunner$Job.run(LocalJobRunner.java:212)
Caused by: org.apache.hadoop.mapreduce.lib.input.InvalidInputException: Input path does not exist: file:/home/dliu/ApacheLogAnalysisWithPig/pigsample_1573648613_1365823989735
at org.apache.hadoop.mapreduce.lib.input.FileInputFormat.listStatus(FileInputFormat.java:235)
at org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.PigFileInputFormat.listStatus(PigFileInputFormat.java:37)
at org.apache.hadoop.mapreduce.lib.input.FileInputFormat.getSplits(FileInputFormat.java:252)
at org.apache.pig.impl.io.ReadToEndLoader.init(ReadToEndLoader.java:177)
at org.apache.pig.impl.io.ReadToEndLoader.<init>(ReadToEndLoader.java:124)
at org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.partitioners.WeightedRangePartitioner.setConf(WeightedRangePartitioner.java:131)
... 6 more
2013-04-13 11:33:10,276 [main] INFO org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MapReduceLauncher - HadoopJobId: job_local_0005
2013-04-13 11:33:10,276 [main] INFO org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MapReduceLauncher - Processing aliases orderresult
2013-04-13 11:33:10,276 [main] INFO org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MapReduceLauncher - detailed locations: M: orderresult[16,14] C: R:
2013-04-13 11:33:15,286 [main] WARN org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MapReduceLauncher - Ooops! Some job has failed! Specify -stop_on_failure if you want Pig to stop immediately on failure.
2013-04-13 11:33:15,286 [main] INFO org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MapReduceLauncher - job job_local_0005 has failed! Stop running all dependent jobs
2013-04-13 11:33:15,287 [main] INFO org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MapReduceLauncher - 100% complete
2013-04-13 11:33:15,287 [main] ERROR org.apache.pig.tools.pigstats.PigStatsUtil - 1 map reduce job(s) failed!
2013-04-13 11:33:15,288 [main] INFO org.apache.pig.tools.pigstats.SimplePigStats - Script Statistics:
HadoopVersion PigVersion UserId StartedAt FinishedAt Features
1.0.4 0.11.0 dliu 2013-04-13 11:32:27 2013-04-13 11:33:15 GROUP_BY,ORDER_BY
Some jobs have failed! Stop running all dependent jobs
Job Stats (time in seconds):
JobId Maps Reduces MaxMapTime MinMapTIme AvgMapTime MedianMapTime MaxReduceTime MinReduceTime AvgReduceTime MedianReducetime Alias Feature Outputs
job_local_0002 1 1 n/a n/a n/a n/a n/a n/a 1-18,logs,total,uarows MULTI_QUERY,COMBINER
job_local_0003 1 1 n/a n/a n/a n/a n/a n/a gpuarows,result GROUP_BY,COMBINER
job_local_0004 1 1 n/a n/a n/a n/a n/a n/a orderresult SAMPLER
Failed Jobs:
JobId Alias Feature Message Outputs
job_local_0005 orderresult ORDER_BY Message: Job failed! Error - NA file:/tmp/temp265162785/tmp896004388,
Input(s):
Successfully read 0 records from: "file:///home/dliu/ApacheLogAnalysisWithPig/access.log"
Output(s):
Failed to produce result in "file:/tmp/temp265162785/tmp896004388"
Counters:
Total records written : 0
Total bytes written : 0
Spillable Memory Manager spill count : 0
Total bags proactively spilled: 0
Total records proactively spilled: 0
Job DAG:
job_local_0002 -> job_local_0003,
job_local_0003 -> job_local_0004,
job_local_0004 -> job_local_0005,
job_local_0005
2013-04-13 11:33:15,291 [main] INFO org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MapReduceLauncher - Some jobs have failed! Stop running all dependent jobs
2013-04-13 11:33:15,297 [main] ERROR org.apache.pig.tools.grunt.Grunt - ERROR 1066: Unable to open iterator for alias orderresult
Details at logfile: /home/dliu/ApacheLogAnalysisWithPig/pig_1365823931459.log
回答1:
Make sure two things:
1) Run pig in local mode: pig -x local 2) Set either PIG_HOME or PIG_INSTALL environment variable to point to pig installation directory
回答2:
Please check that you don't have already file /tmp/temp265162785/tmp896004388 You can use the same file\directory for different tasks.
来源：https://stackoverflow.com/questions/15983956/pig-order-command-fails