jorgecarleitao opened a new pull request #8738:
URL: https://github.com/apache/arrow/pull/8738


   This PR extends the filter pushdown optimizer to support nodes of multiple 
children. In the context of the `join`, this allows to push filters down the 
joins. E.g.
   
   ```
   "\
   Filter: #a LtEq Int64(1)\
   \n  Join: a = a\
   \n    TableScan: test projection=None\
   \n    TableScan: test projection=None"
   ```
   
   is optimized to
   
   ```
   "\
   Join: a = a\
   \n  Filter: #a LtEq Int64(1)\
   \n    TableScan: test projection=None\
   \n  Filter: #a LtEq Int64(1)\
   \n    TableScan: test projection=None"
   ```
   
   This also reduces the complexity of the optimizer by making it perform a 
single pass on the plan.
   
   Naturally, this has a major implication in performance as the `join` is an 
expensive operation.


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