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https://issues.apache.org/jira/browse/PIG-3668?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Hiten Java updated PIG-3668:
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Priority: Major (was: Trivial)
> COR built-in function when atleast one of the coefficient values is NaN
> -----------------------------------------------------------------------
>
> Key: PIG-3668
> URL: https://issues.apache.org/jira/browse/PIG-3668
> Project: Pig
> Issue Type: Bug
> Components: internal-udfs
> Affects Versions: 0.12.0
> Reporter: Hiten Java
> Attachments: COR.diff
>
>
> When passing multiple column keys for Correlation analysis, if coefficient
> value of one of the combinations is NaN, then the value for all other
> combinations is not computed.
> Pearson Co-efficient value is NaN if all values for a given column are the
> same.
> Example:
> A = LOAD 'myData' USING org.apache.hcatalog.pig.HCatLoader();
> B = group A all;
> c = foreach B generate group, FLATTEN(COR((bag{tuple(double)})
> A.col_1,(bag{tuple(double)}) A.col_2, (bag{tuple(double)}) A.col_3,
> (bag{tuple(double)}) A.col_4));
> If the value of pearson coefficient for col_1 and col_2 is NaN, then value of
> co-efficients for all combinations is NaN
> This is happening because of 'return null' statement in catch block on lines
> 157 and 235 in file org.apache.pig.builtin.COR.java
> If the catch block is removed, then the correlation analysis would continue
> for the remaining columns. (ApachePig 0.12.0)
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