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https://issues.apache.org/jira/browse/HIVE-3455?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Jon Hartlaub updated HIVE-3455:
-------------------------------
Attachment: HIVE3455.corrTest.tar.gz
Attached are a data file, a ".q" file and a ".q.out" file that exercise the
corr merge problem. The patch in this ticket passes this test. (test
correlates a variable with itself using a CLUSTER BY column)
> ANSI CORR(X,Y) is incorrect
> ---------------------------
>
> Key: HIVE-3455
> URL: https://issues.apache.org/jira/browse/HIVE-3455
> Project: Hive
> Issue Type: Bug
> Components: UDF
> Affects Versions: 0.7.1, 0.8.0, 0.8.1, 0.9.0, 0.9.1, 0.10.0
> Reporter: Maxim Bolotin
> Labels: patch
> Attachments: HIVE3455.corrTest.tar.gz, my.patch
>
>
> A simple test with 2 collinear vectors returns a wrong result.
> The problem is the merge of variances, file:
> http://svn.apache.org/viewvc/hive/trunk/ql/src/java/org/apache/hadoop/hive/ql/udf/generic/GenericUDAFCorrelation.java?revision=1157222&view=markup
> lines:
> 347: myagg.xvar += xvarB + (xavgA - xavgB) * (xavgA - xavgB) * myagg.count;
> 348: myagg.yvar += yvarB + (yavgA - yavgB) * (yavgA - yavgB) * myagg.count;
> the correct merge should be like this:
> 347: myagg.xvar += xvarB + (xavgA - xavgB) * (xavgA - xavgB) / myagg.count *
> nA * nB;
> 348: myagg.yvar += yvarB + (yavgA - yavgB) * (yavgA - yavgB) / myagg.count *
> nA * nB;
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