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https://issues.apache.org/jira/browse/HIVE-23356?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Ashutosh Chauhan updated HIVE-23356:
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Fix Version/s: 4.0.0
Resolution: Fixed
Status: Resolved (was: Patch Available)
Pushed to master. Thanks, Qiang.Kang!
> Hash aggregation is always disabled while processing querys with grouping
> sets expressions.
> -------------------------------------------------------------------------------------------
>
> Key: HIVE-23356
> URL: https://issues.apache.org/jira/browse/HIVE-23356
> Project: Hive
> Issue Type: Bug
> Components: Hive, Operators, Query Processor
> Affects Versions: All Versions
> Reporter: Qiang.Kang
> Assignee: Qiang.Kang
> Priority: Critical
> Labels: performance
> Fix For: 4.0.0
>
> Attachments: HIVE-23356.01.patch, HIVE-23356.02.patch,
> HIVE-23356.03.patch
>
>
> Hi, we find that many MapReduce map attempts disable hash aggregation while
> processing GroupBy Operator with grouping sets expressions. Logs are just
> like this:
> `Disable Hash Aggr: #hash table = 104427 #total = 100000 reduction = 1.0
> minReduction = 0.5`, which means hashTable size is even larger than the
> number of input rows.
> Dig deeper we can find that GroupBy operator disables hash aggregation just
> based on the number of input rows instead of rows actually processed. For
> GroupBy Operator with grouping sets (such as: roll up, cube, etc.),
> `numberRowsProcessed` equals `groupingSets.size()*numberRowsInput`, causing
> hashTableSize much larger than querys without grouping sets expressions.
> Let's consider a example below:
> - Query:
> SELECT col1, col2, MAX(col0) FROM tbl GROUP BY col1, col2 GROUPING SETS
> (col1,col2);
> - Input data:
> col0, col1, col2
> [0,-1,-1]
> [1,-1,-1]
> [2,-1,-1]
> [3,3,3]
> [4,4,4]
> - Configuration:
> hive.groupby.mapaggr.checkinterval = 1;
> minReductionHashAggr = 0.5;
> - Currently, there are 10 rows in partial aggregate result. (hash aggregation
> is disabled very early):
> [-1, null, 0]
> [null, -1, 0]
> [-1, null, 1]
> [null, -1, 1]
> [-1, null, 2]
> [null, -1, 2]
> [3, null, 3]
> [null, 3, 3]
> [4, null, 4]
> [null, 4, 4]
> The patch below disables hash aggregation based on the number of rows
> actually processed, reducing partial result entries a lot and improving the
> performance of aggregation. There are only 6 rows in partial aggregate result:
> [-1, null, 2]
> [null, -1, 2]
> [null, 3, 3]
> [4, null, 4]
> [null, 4, 4]
> [3, null, 3]
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