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  1. Hive
  2. HIVE-5891

Alias conflict when merging multiple mapjoin tasks into their common child mapred task

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Details

    • Bug
    • Status: Resolved
    • Major
    • Resolution: Fixed
    • 0.12.0
    • 0.13.0
    • Query Processor
    • None

    Description

      Use the following test case with HIVE 0.12:

      create table src(key int, value string);
      load data local inpath 'src/data/files/kv1.txt' overwrite into table src;
      select * from (
        select c.key from
          (select a.key from src a join src b on a.key=b.key group by a.key) tmp
          join src c on tmp.key=c.key
        union all
        select c.key from
          (select a.key from src a join src b on a.key=b.key group by a.key) tmp
          join src c on tmp.key=c.key
      ) x;
      

      We will get a NullPointerException from Union Operator:

      java.lang.RuntimeException: org.apache.hadoop.hive.ql.metadata.HiveException: Hive Runtime Error while processing row {"_col0":0}
      	at org.apache.hadoop.hive.ql.exec.mr.ExecMapper.map(ExecMapper.java:175)
      	at org.apache.hadoop.mapred.MapRunner.run(MapRunner.java:50)
      	at org.apache.hadoop.mapred.MapTask.runOldMapper(MapTask.java:436)
      	at org.apache.hadoop.mapred.MapTask.run(MapTask.java:372)
      	at org.apache.hadoop.mapred.LocalJobRunner$Job.run(LocalJobRunner.java:212)
      Caused by: org.apache.hadoop.hive.ql.metadata.HiveException: Hive Runtime Error while processing row {"_col0":0}
      	at org.apache.hadoop.hive.ql.exec.MapOperator.process(MapOperator.java:544)
      	at org.apache.hadoop.hive.ql.exec.mr.ExecMapper.map(ExecMapper.java:157)
      	... 4 more
      Caused by: java.lang.NullPointerException
      	at org.apache.hadoop.hive.ql.exec.UnionOperator.processOp(UnionOperator.java:120)
      	at org.apache.hadoop.hive.ql.exec.Operator.process(Operator.java:504)
      	at org.apache.hadoop.hive.ql.exec.Operator.forward(Operator.java:842)
      	at org.apache.hadoop.hive.ql.exec.SelectOperator.processOp(SelectOperator.java:88)
      	at org.apache.hadoop.hive.ql.exec.Operator.process(Operator.java:504)
      	at org.apache.hadoop.hive.ql.exec.Operator.forward(Operator.java:842)
      	at org.apache.hadoop.hive.ql.exec.CommonJoinOperator.genUniqueJoinObject(CommonJoinOperator.java:652)
      	at org.apache.hadoop.hive.ql.exec.CommonJoinOperator.genUniqueJoinObject(CommonJoinOperator.java:655)
      	at org.apache.hadoop.hive.ql.exec.CommonJoinOperator.checkAndGenObject(CommonJoinOperator.java:758)
      	at org.apache.hadoop.hive.ql.exec.MapJoinOperator.processOp(MapJoinOperator.java:220)
      	at org.apache.hadoop.hive.ql.exec.Operator.process(Operator.java:504)
      	at org.apache.hadoop.hive.ql.exec.Operator.forward(Operator.java:842)
      	at org.apache.hadoop.hive.ql.exec.TableScanOperator.processOp(TableScanOperator.java:91)
      	at org.apache.hadoop.hive.ql.exec.Operator.process(Operator.java:504)
      	at org.apache.hadoop.hive.ql.exec.Operator.forward(Operator.java:842)
      	at org.apache.hadoop.hive.ql.exec.MapOperator.process(MapOperator.java:534)
      	... 5 more
      

      The root cause is in CommonJoinTaskDispatcher.mergeMapJoinTaskIntoItsChildMapRedTask().

        +--------------+      +--------------+
        | MapJoin task |      | MapJoin task |
        +--------------+      +--------------+
                   \             /
                    \           /
                   +--------------+
                   |  Union task  |
                   +--------------+
      

      CommonJoinTaskDispatcher merges the two MapJoin tasks into their common child: Union task. The two MapJoin tasks have the same alias name for their big tables: $INTNAME, which is the name of the temporary table of a join stream. The aliasToWork map uses alias as key, so eventually only the MapJoin operator tree of one MapJoin task is saved into the aliasToWork map of the Union task, while the MapJoin operator tree of another MapJoin task is lost. As a result, Union operator won't be initialized because not all of its parents gets intialized (The Union operator itself indicates it has two parents, but actually it has only 1 parent because another parent is lost).

      This issue does not exist in HIVE 0.11 and thus is a regression bug in HIVE 0.12.

      The propsed solution is to use the query ID as prefix for the join stream name to avoid conflict and add sanity check code in CommonJoinTaskDispatcher that merge of a MapJoin task into its child MapRed task is skipped if there is any alias conflict. Please review the patch. I am not sure if the patch properly handles the case of DemuxOperator.

      BTW, anyone knows the origin of "$INTNAME"? it is so confusing, maybe we can replace it with a meaningful name.

      Attachments

        1. HIVE-5891.1.patch
          3 kB
          Sun Rui
        2. HIVE-5891.2.patch
          27 kB
          Sun Rui
        3. HIVE-5891.3.patch
          34 kB
          Sun Rui

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              sunrui Sun Rui
              sunrui Sun Rui
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                Created:
                Updated:
                Resolved: