viirya opened a new pull request #25352: [SPARK-28422][SQL][Python] GROUPED_AGG 
pandas_udf should work without group by clause
URL: https://github.com/apache/spark/pull/25352
 
 
   ## What changes were proposed in this pull request?
   
   A GROUPED_AGG pandas python udf can't work, if without group by clause, like 
`select udf(id) from table`.
   
   This doesn't match with aggregate function like sum, count..., and also 
dataset API like `df.agg(udf(df['id']))`.
   
   When we parse a udf (or an aggregate function) like that from SQL syntax, it 
is known as a function in a project. `GlobalAggregates` rule in analysis makes 
such project as aggregate, by looking for aggregate expressions. At the moment, 
we should also look for GROUPED_AGG pandas python udf.
   
   ## How was this patch tested?
   
   Added tests.

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