yjshen opened a new pull request, #5868:
URL: https://github.com/apache/arrow-datafusion/pull/5868

   # Which issue does this PR close?
   
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   Closes #.
   
   # Rationale for this change
   
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   This pull request introduces support for the FILTER (WHERE) clause in 
aggregate expressions. This feature enables users to filter the rows that are 
considered for aggregation, similar to how it is done in popular SQL databases 
such as PostgreSQL, SQLite, Spark, and Hive. 
   
   # What changes are included in this PR?
   
   1. The `physical_plan/aggregate` module is where the majority of the work 
for this project was completed.
   2. Additionally, there were changes made to the mechanism that routes the 
optional filter through the optimizer and execution code path.
   
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   # Are these changes tested?
   
   New tests were added in `group_by.rs` to cover various scenarios using the 
FILTER (WHERE) clause with different situations.
   
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   # Are there any user-facing changes?
   
   Yes, users can now use the FILTER (WHERE) clause in aggregate expressions in 
their SQL queries, providing more flexibility and control over the aggregation. 
This change is backward compatible, and existing queries without the FILTER 
(WHERE) clause should continue to work as expected.
   
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