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  • pig 调试(explain&illerstrate)

    grunt> cat t.txt
    kw1     2
    kw3     1
    kw2     4
    kw1     5
    kw2     2
    
    cat test.pig 
    A = LOAD '/user/input/t.txt' as (k:chararray,c:int);
    B = group A BY k;
    C = foreach B generate group,SUM(A.c);
    -- DUMP C;
    store C into 'test.output';
    
    $ pig -e 'illustrate -script test.pig'
    2014-05-03 17:11:25,182 [main] INFO  org.apache.pig.Main - Logging error messages to: /opt/dataset/pig_1399108285179.log
    2014-05-03 17:11:25,330 [main] INFO  org.apache.pig.backend.hadoop.executionengine.HExecutionEngine - Connecting to hadoop file system at: hdfs://10.0.3.142:9000
    2014-05-03 17:11:25,514 [main] INFO  org.apache.pig.backend.hadoop.executionengine.HExecutionEngine - Connecting to map-reduce job tracker at: 10.0.3.142:9001
    2014-05-03 17:11:26,103 [main] INFO  org.apache.pig.backend.hadoop.executionengine.HExecutionEngine - Connecting to hadoop file system at: hdfs://10.0.3.142:9000
    2014-05-03 17:11:26,104 [main] INFO  org.apache.pig.backend.hadoop.executionengine.HExecutionEngine - Connecting to map-reduce job tracker at: 10.0.3.142:9001
    2014-05-03 17:11:26,291 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MRCompiler - File concatenation threshold: 100 optimistic? false
    2014-05-03 17:11:26,305 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size before optimization: 1
    2014-05-03 17:11:26,306 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size after optimization: 1
    2014-05-03 17:11:26,315 [main] INFO  org.apache.pig.tools.pigstats.ScriptState - Pig script settings are added to the job
    2014-05-03 17:11:26,330 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - mapred.job.reduce.markreset.buffer.percent is not set, set to default 0.3
    2014-05-03 17:11:26,474 [main] INFO  org.apache.hadoop.mapreduce.lib.input.FileInputFormat - Total input paths to process : 1
    2014-05-03 17:11:26,475 [main] INFO  org.apache.pig.backend.hadoop.executionengine.util.MapRedUtil - Total input paths to process : 1
    2014-05-03 17:11:26,513 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MRCompiler - File concatenation threshold: 100 optimistic? false
    2014-05-03 17:11:26,520 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size before optimization: 1
    2014-05-03 17:11:26,521 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size after optimization: 1
    2014-05-03 17:11:26,521 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.AccumulatorOptimizer - Reducer is to run in accumulative mode.
    2014-05-03 17:11:26,522 [main] INFO  org.apache.pig.tools.pigstats.ScriptState - Pig script settings are added to the job
    2014-05-03 17:11:26,523 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - mapred.job.reduce.markreset.buffer.percent is not set, set to default 0.3
    2014-05-03 17:11:26,531 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Setting up single store job
    2014-05-03 17:11:26,534 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - BytesPerReducer=1000000000 maxReducers=999 totalInputFileSize=30
    2014-05-03 17:11:26,534 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Neither PARALLEL nor default parallelism is set for this job. Setting number of reducers to 1
    2014-05-03 17:11:26,597 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MRCompiler - File concatenation threshold: 100 optimistic? false
    2014-05-03 17:11:26,599 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size before optimization: 1
    2014-05-03 17:11:26,599 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size after optimization: 1
    2014-05-03 17:11:26,600 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.AccumulatorOptimizer - Reducer is to run in accumulative mode.
    2014-05-03 17:11:26,601 [main] INFO  org.apache.pig.tools.pigstats.ScriptState - Pig script settings are added to the job
    2014-05-03 17:11:26,601 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - mapred.job.reduce.markreset.buffer.percent is not set, set to default 0.3
    2014-05-03 17:11:26,608 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Setting up single store job
    2014-05-03 17:11:26,611 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - BytesPerReducer=1000000000 maxReducers=999 totalInputFileSize=30
    2014-05-03 17:11:26,611 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Neither PARALLEL nor default parallelism is set for this job. Setting number of reducers to 1
    2014-05-03 17:11:26,639 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MRCompiler - File concatenation threshold: 100 optimistic? false
    2014-05-03 17:11:26,641 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size before optimization: 1
    2014-05-03 17:11:26,642 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size after optimization: 1
    2014-05-03 17:11:26,642 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.AccumulatorOptimizer - Reducer is to run in accumulative mode.
    2014-05-03 17:11:26,643 [main] INFO  org.apache.pig.tools.pigstats.ScriptState - Pig script settings are added to the job
    2014-05-03 17:11:26,643 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - mapred.job.reduce.markreset.buffer.percent is not set, set to default 0.3
    2014-05-03 17:11:26,650 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Setting up single store job
    2014-05-03 17:11:26,652 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - BytesPerReducer=1000000000 maxReducers=999 totalInputFileSize=30
    2014-05-03 17:11:26,652 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Neither PARALLEL nor default parallelism is set for this job. Setting number of reducers to 1
    2014-05-03 17:11:26,677 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MRCompiler - File concatenation threshold: 100 optimistic? false
    2014-05-03 17:11:26,679 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size before optimization: 1
    2014-05-03 17:11:26,679 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size after optimization: 1
    2014-05-03 17:11:26,680 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.AccumulatorOptimizer - Reducer is to run in accumulative mode.
    2014-05-03 17:11:26,680 [main] INFO  org.apache.pig.tools.pigstats.ScriptState - Pig script settings are added to the job
    2014-05-03 17:11:26,681 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - mapred.job.reduce.markreset.buffer.percent is not set, set to default 0.3
    2014-05-03 17:11:26,686 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Setting up single store job
    2014-05-03 17:11:26,688 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - BytesPerReducer=1000000000 maxReducers=999 totalInputFileSize=30
    2014-05-03 17:11:26,688 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Neither PARALLEL nor default parallelism is set for this job. Setting number of reducers to 1
    2014-05-03 17:11:26,710 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MRCompiler - File concatenation threshold: 100 optimistic?

    false
    2014-05-03 17:11:26,712 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size before optimization: 1
    2014-05-03 17:11:26,712 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size after optimization: 1
    2014-05-03 17:11:26,713 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.AccumulatorOptimizer - Reducer is to run in accumulative mode.
    2014-05-03 17:11:26,714 [main] INFO  org.apache.pig.tools.pigstats.ScriptState - Pig script settings are added to the job
    2014-05-03 17:11:26,714 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - mapred.job.reduce.markreset.buffer.percent is not set, set to default 0.3
    2014-05-03 17:11:26,721 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Setting up single store job
    2014-05-03 17:11:26,724 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - BytesPerReducer=1000000000 maxReducers=999 totalInputFileSize=30
    2014-05-03 17:11:26,724 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Neither PARALLEL nor default parallelism is set for this job. Setting number of reducers to 1
    2014-05-03 17:11:26,744 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MRCompiler - File concatenation threshold: 100 optimistic? false
    2014-05-03 17:11:26,746 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size before optimization: 1
    2014-05-03 17:11:26,746 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size after optimization: 1
    2014-05-03 17:11:26,747 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.AccumulatorOptimizer - Reducer is to run in accumulative mode.
    2014-05-03 17:11:26,747 [main] INFO  org.apache.pig.tools.pigstats.ScriptState - Pig script settings are added to the job
    2014-05-03 17:11:26,748 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - mapred.job.reduce.markreset.buffer.percent is not set, set to default 0.3
    2014-05-03 17:11:26,754 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Setting up single store job
    2014-05-03 17:11:26,757 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - BytesPerReducer=1000000000 maxReducers=999 totalInputFileSize=30
    2014-05-03 17:11:26,757 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Neither PARALLEL nor default parallelism is set for this job. Setting number of reducers to 1
    2014-05-03 17:11:26,772 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MRCompiler - File concatenation threshold: 100 optimistic? false
    2014-05-03 17:11:26,774 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size before optimization: 1
    2014-05-03 17:11:26,774 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size after optimization: 1
    2014-05-03 17:11:26,775 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.AccumulatorOptimizer - Reducer is to run in accumulative mode.
    2014-05-03 17:11:26,775 [main] INFO  org.apache.pig.tools.pigstats.ScriptState - Pig script settings are added to the job
    2014-05-03 17:11:26,776 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - mapred.job.reduce.markreset.buffer.percent is not set, set to default 0.3
    2014-05-03 17:11:26,782 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Setting up single store job
    2014-05-03 17:11:26,784 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - BytesPerReducer=1000000000 maxReducers=999 totalInputFileSize=30
    2014-05-03 17:11:26,784 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Neither PARALLEL nor default parallelism is set for this job. Setting number of reducers to 1
    2014-05-03 17:11:26,804 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MRCompiler - File concatenation threshold: 100 optimistic? false
    2014-05-03 17:11:26,806 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size before optimization: 1
    2014-05-03 17:11:26,806 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size after optimization: 1
    2014-05-03 17:11:26,807 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.AccumulatorOptimizer - Reducer is to run in accumulative mode.
    2014-05-03 17:11:26,807 [main] INFO  org.apache.pig.tools.pigstats.ScriptState - Pig script settings are added to the job
    2014-05-03 17:11:26,808 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - mapred.job.reduce.markreset.buffer.percent is not set, set to default 0.3
    2014-05-03 17:11:26,812 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Setting up single store job
    2014-05-03 17:11:26,821 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - BytesPerReducer=1000000000 maxReducers=999 totalInputFileSize=30
    2014-05-03 17:11:26,821 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Neither PARALLEL nor default parallelism is set for this job. Setting number of reducers to 1
    (kw1,2)
    2014-05-03 17:11:26,840 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MRCompiler - File concatenation threshold: 100 optimistic?

    false
    2014-05-03 17:11:26,842 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size before optimization: 1
    2014-05-03 17:11:26,842 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size after optimization: 1
    2014-05-03 17:11:26,842 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.AccumulatorOptimizer - Reducer is to run in accumulative mode.
    2014-05-03 17:11:26,843 [main] INFO  org.apache.pig.tools.pigstats.ScriptState - Pig script settings are added to the job
    2014-05-03 17:11:26,843 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - mapred.job.reduce.markreset.buffer.percent is not set, set to default 0.3
    2014-05-03 17:11:26,846 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Setting up single store job
    2014-05-03 17:11:26,849 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - BytesPerReducer=1000000000 maxReducers=999 totalInputFileSize=30
    2014-05-03 17:11:26,849 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Neither PARALLEL nor default parallelism is set for this job. Setting number of reducers to 1
    2014-05-03 17:11:26,862 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MRCompiler - File concatenation threshold: 100 optimistic? false
    2014-05-03 17:11:26,863 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size before optimization: 1
    2014-05-03 17:11:26,863 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size after optimization: 1
    2014-05-03 17:11:26,864 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.AccumulatorOptimizer - Reducer is to run in accumulative mode.
    2014-05-03 17:11:26,864 [main] INFO  org.apache.pig.tools.pigstats.ScriptState - Pig script settings are added to the job
    2014-05-03 17:11:26,865 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - mapred.job.reduce.markreset.buffer.percent is not set, set to default 0.3
    2014-05-03 17:11:26,868 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Setting up single store job
    2014-05-03 17:11:26,870 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - BytesPerReducer=1000000000 maxReducers=999 totalInputFileSize=30
    2014-05-03 17:11:26,870 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Neither PARALLEL nor default parallelism is set for this job. Setting number of reducers to 1
    2014-05-03 17:11:26,882 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MRCompiler - File concatenation threshold: 100 optimistic?

    false
    2014-05-03 17:11:26,884 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size before optimization: 1
    2014-05-03 17:11:26,884 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size after optimization: 1
    2014-05-03 17:11:26,884 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.AccumulatorOptimizer - Reducer is to run in accumulative mode.
    2014-05-03 17:11:26,885 [main] INFO  org.apache.pig.tools.pigstats.ScriptState - Pig script settings are added to the job
    2014-05-03 17:11:26,885 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - mapred.job.reduce.markreset.buffer.percent is not set, set to default 0.3
    2014-05-03 17:11:26,887 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Setting up single store job
    2014-05-03 17:11:26,889 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - BytesPerReducer=1000000000 maxReducers=999 totalInputFileSize=30
    2014-05-03 17:11:26,890 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Neither PARALLEL nor default parallelism is set for this job. Setting number of reducers to 1
    2014-05-03 17:11:26,901 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MRCompiler - File concatenation threshold: 100 optimistic? false
    2014-05-03 17:11:26,903 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size before optimization: 1
    2014-05-03 17:11:26,903 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size after optimization: 1
    2014-05-03 17:11:26,903 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.AccumulatorOptimizer - Reducer is to run in accumulative mode.
    2014-05-03 17:11:26,904 [main] INFO  org.apache.pig.tools.pigstats.ScriptState - Pig script settings are added to the job
    2014-05-03 17:11:26,904 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - mapred.job.reduce.markreset.buffer.percent is not set, set to default 0.3
    2014-05-03 17:11:26,906 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Setting up single store job
    2014-05-03 17:11:26,908 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - BytesPerReducer=1000000000 maxReducers=999 totalInputFileSize=30
    2014-05-03 17:11:26,908 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Neither PARALLEL nor default parallelism is set for this job. Setting number of reducers to 1
    2014-05-03 17:11:26,919 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MRCompiler - File concatenation threshold: 100 optimistic?

    false
    2014-05-03 17:11:26,920 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size before optimization: 1
    2014-05-03 17:11:26,920 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size after optimization: 1
    2014-05-03 17:11:26,921 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.AccumulatorOptimizer - Reducer is to run in accumulative mode.
    2014-05-03 17:11:26,921 [main] INFO  org.apache.pig.tools.pigstats.ScriptState - Pig script settings are added to the job
    2014-05-03 17:11:26,922 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - mapred.job.reduce.markreset.buffer.percent is not set, set to default 0.3
    2014-05-03 17:11:26,924 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Setting up single store job
    2014-05-03 17:11:26,926 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - BytesPerReducer=1000000000 maxReducers=999 totalInputFileSize=30
    2014-05-03 17:11:26,926 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Neither PARALLEL nor default parallelism is set for this job. Setting number of reducers to 1
    2014-05-03 17:11:26,937 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MRCompiler - File concatenation threshold: 100 optimistic?

    false
    2014-05-03 17:11:26,938 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size before optimization: 1
    2014-05-03 17:11:26,938 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size after optimization: 1
    2014-05-03 17:11:26,938 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.AccumulatorOptimizer - Reducer is to run in accumulative mode.
    2014-05-03 17:11:26,939 [main] INFO  org.apache.pig.tools.pigstats.ScriptState - Pig script settings are added to the job
    2014-05-03 17:11:26,939 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - mapred.job.reduce.markreset.buffer.percent is not set, set to default 0.3
    2014-05-03 17:11:26,941 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Setting up single store job
    2014-05-03 17:11:26,943 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - BytesPerReducer=1000000000 maxReducers=999 totalInputFileSize=30
    2014-05-03 17:11:26,943 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Neither PARALLEL nor default parallelism is set for this job. Setting number of reducers to 1
    2014-05-03 17:11:26,954 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MRCompiler - File concatenation threshold: 100 optimistic? false
    2014-05-03 17:11:26,955 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size before optimization: 1
    2014-05-03 17:11:26,955 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size after optimization: 1
    2014-05-03 17:11:26,956 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.AccumulatorOptimizer - Reducer is to run in accumulative mode.
    2014-05-03 17:11:26,956 [main] INFO  org.apache.pig.tools.pigstats.ScriptState - Pig script settings are added to the job
    2014-05-03 17:11:26,956 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - mapred.job.reduce.markreset.buffer.percent is not set, set to default 0.3
    2014-05-03 17:11:26,959 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Setting up single store job
    2014-05-03 17:11:26,961 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - BytesPerReducer=1000000000 maxReducers=999 totalInputFileSize=30
    2014-05-03 17:11:26,961 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Neither PARALLEL nor default parallelism is set for this job. Setting number of reducers to 1
    2014-05-03 17:11:26,973 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MRCompiler - File concatenation threshold: 100 optimistic?

    false
    2014-05-03 17:11:26,974 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size before optimization: 1
    2014-05-03 17:11:26,974 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size after optimization: 1
    2014-05-03 17:11:26,974 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.AccumulatorOptimizer - Reducer is to run in accumulative mode.
    2014-05-03 17:11:26,975 [main] INFO  org.apache.pig.tools.pigstats.ScriptState - Pig script settings are added to the job
    2014-05-03 17:11:26,975 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - mapred.job.reduce.markreset.buffer.percent is not set, set to default 0.3
    2014-05-03 17:11:26,978 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Setting up single store job
    2014-05-03 17:11:26,980 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - BytesPerReducer=1000000000 maxReducers=999 totalInputFileSize=30
    2014-05-03 17:11:26,980 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.JobControlCompiler - Neither PARALLEL nor default parallelism is set for this job. Setting number of reducers to 1
    -------------------------------------
    | A     | k:chararray    | c:int    | 
    -------------------------------------
    |       | kw1            | 2        | 
    |       | kw1            | 5        | 
    -------------------------------------
    -----------------------------------------------------------------------------
    | B     | group:chararray    | A:bag{:tuple(k:chararray,c:int)}             | 
    -----------------------------------------------------------------------------
    |       | kw1                | {(kw1, 2), (kw1, 5)}                         | 
    -----------------------------------------------------------------------------
    -----------------------------------------
    | C     | group:chararray    | :long    | 
    -----------------------------------------
    |       | kw1                | 7        | 
    -----------------------------------------
    -------------------------------------------------
    | Store : C     | group:chararray    | :long    | 
    -------------------------------------------------
    |               | kw1                | 7        | 
    -------------------------------------------------

    
    
    $ pig -e 'explain -script test.pig'
    2014-05-03 17:19:59,359 [main] INFO  org.apache.pig.Main - Logging error messages to: /opt/dataset/pig_1399108799355.log
    2014-05-03 17:19:59,497 [main] INFO  org.apache.pig.backend.hadoop.executionengine.HExecutionEngine - Connecting to hadoop file system at: hdfs://10.0.3.142:9000
    2014-05-03 17:19:59,685 [main] INFO  org.apache.pig.backend.hadoop.executionengine.HExecutionEngine - Connecting to map-reduce job tracker at: 10.0.3.142:9001
    #-----------------------------------------------
    # New Logical Plan:
    #-----------------------------------------------
    C: (Name: LOStore Schema: group#19:chararray,#34:long)
    |
    |---C: (Name: LOForEach Schema: group#19:chararray,#34:long)
        |   |
        |   (Name: LOGenerate[false,false] Schema: group#19:chararray,#34:long)ColumnPrune:InputUids=[19, 30]ColumnPrune:OutputUids=[34, 19]
        |   |   |
        |   |   group:(Name: Project Type: chararray Uid: 19 Input: 0 Column: (*))
        |   |   |
        |   |   (Name: UserFunc(org.apache.pig.builtin.IntSum) Type: long Uid: 34)
        |   |   |
        |   |   |---(Name: Dereference Type: bag Uid: 33 Column:[1])
        |   |       |
        |   |       |---A:(Name: Project Type: bag Uid: 30 Input: 1 Column: (*))
        |   |
        |   |---(Name: LOInnerLoad[0] Schema: group#19:chararray)
        |   |
        |   |---A: (Name: LOInnerLoad[1] Schema: k#19:chararray,c#20:int)
        |
        |---B: (Name: LOCogroup Schema: group#19:chararray,A#30:bag{#37:tuple(k#19:chararray,c#20:int)})
            |   |
            |   k:(Name: Project Type: chararray Uid: 19 Input: 0 Column: 0)
            |
            |---A: (Name: LOForEach Schema: k#19:chararray,c#20:int)
                |   |
                |   (Name: LOGenerate[false,false] Schema: k#19:chararray,c#20:int)ColumnPrune:InputUids=[19, 20]ColumnPrune:OutputUids=[19, 20]
                |   |   |
                |   |   (Name: Cast Type: chararray Uid: 19)
                |   |   |
                |   |   |---k:(Name: Project Type: bytearray Uid: 19 Input: 0 Column: (*))
                |   |   |
                |   |   (Name: Cast Type: int Uid: 20)
                |   |   |
                |   |   |---c:(Name: Project Type: bytearray Uid: 20 Input: 1 Column: (*))
                |   |
                |   |---(Name: LOInnerLoad[0] Schema: k#19:bytearray)
                |   |
                |   |---(Name: LOInnerLoad[1] Schema: c#20:bytearray)
                |
                |---A: (Name: LOLoad Schema: k#19:bytearray,c#20:bytearray)RequiredFields:null
    
    
    #-----------------------------------------------
    # Physical Plan:
    #-----------------------------------------------
    C: Store(hdfs://namenode:9000/user/deve_test_user/test.output:org.apache.pig.builtin.PigStorage) - scope-19
    |
    |---C: New For Each(false,false)[bag] - scope-18
        |   |
        |   Project[chararray][0] - scope-12
        |   |
        |   POUserFunc(org.apache.pig.builtin.IntSum)[long] - scope-16
        |   |
        |   |---Project[bag][1] - scope-15
        |       |
        |       |---Project[bag][1] - scope-14
        |
        |---B: Package[tuple]{chararray} - scope-9
            |
            |---B: Global Rearrange[tuple] - scope-8
                |
                |---B: Local Rearrange[tuple]{chararray}(false) - scope-10
                    |   |
                    |   Project[chararray][0] - scope-11
                    |
                    |---A: New For Each(false,false)[bag] - scope-7
                        |   |
                        |   Cast[chararray] - scope-2
                        |   |
                        |   |---Project[bytearray][0] - scope-1
                        |   |
                        |   Cast[int] - scope-5
                        |   |
                        |   |---Project[bytearray][1] - scope-4
                        |
                        |---A: Load(/user/input/t.txt:org.apache.pig.builtin.PigStorage) - scope-0
    
    
    2014-05-03 17:20:00,316 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MRCompiler - File concatenation threshold: 100 optimistic? false
    2014-05-03 17:20:00,326 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.CombinerOptimizer - Choosing to move algebraic foreach to combiner
    2014-05-03 17:20:00,349 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size before optimization: 1
    2014-05-03 17:20:00,349 [main] INFO  org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MultiQueryOptimizer - MR plan size after optimization: 1
    #--------------------------------------------------
    # Map Reduce Plan                                  
    #--------------------------------------------------
    MapReduce node scope-20
    Map Plan
    B: Local Rearrange[tuple]{chararray}(false) - scope-33
    |   |
    |   Project[chararray][0] - scope-34
    |
    |---C: New For Each(false,false)[bag] - scope-21
        |   |
        |   Project[chararray][0] - scope-22
        |   |
        |   POUserFunc(org.apache.pig.builtin.IntSum$Initial)[tuple] - scope-23
        |   |
        |   |---Project[bag][1] - scope-24
        |       |
        |       |---Project[bag][1] - scope-25
        |
        |---Pre Combiner Local Rearrange[tuple]{Unknown} - scope-35
            |
            |---A: New For Each(false,false)[bag] - scope-7
                |   |
                |   Cast[chararray] - scope-2
                |   |
                |   |---Project[bytearray][0] - scope-1
                |   |
                |   Cast[int] - scope-5
                |   |
                |   |---Project[bytearray][1] - scope-4
                |
                |---A: Load(/user/input/t.txt:org.apache.pig.builtin.PigStorage) - scope-0--------
    Combine Plan
    B: Local Rearrange[tuple]{chararray}(false) - scope-37
    |   |
    |   Project[chararray][0] - scope-38
    |
    |---C: New For Each(false,false)[bag] - scope-26
        |   |
        |   Project[chararray][0] - scope-27
        |   |
        |   POUserFunc(org.apache.pig.builtin.IntSum$Intermediate)[tuple] - scope-28
        |   |
        |   |---Project[bag][1] - scope-29
        |
        |---POCombinerPackage[tuple]{chararray} - scope-31--------
    Reduce Plan
    C: Store(hdfs://namenode:9000/user/deve_test_user/test.output:org.apache.pig.builtin.PigStorage) - scope-19
    |
    |---C: New For Each(false,false)[bag] - scope-18
        |   |
        |   Project[chararray][0] - scope-12
        |   |
        |   POUserFunc(org.apache.pig.builtin.IntSum$Final)[long] - scope-16
        |   |
        |   |---Project[bag][1] - scope-30
        |
        |---POCombinerPackage[tuple]{chararray} - scope-39--------
    Global sort: false
    ----------------
    
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  • 原文地址:https://www.cnblogs.com/blfbuaa/p/6919716.html
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