damccorm opened a new issue, #20857:
URL: https://github.com/apache/beam/issues/20857

   For some DataFrame use-cases it may be beneficial to partition a dataset 
across the columns as well as across the index.
   
   One example might be computing a correlation in a DataFrame with a very 
large number of columns. It would be beneficial to be able to perform pairwise 
column correlations on separate workers.
   
   Imported from Jira 
[BEAM-12132](https://issues.apache.org/jira/browse/BEAM-12132). Original Jira 
may contain additional context.
   Reported by: bhulette.


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