mattgerg12 commented on issue #12568:
URL: https://github.com/apache/arrow/issues/12568#issuecomment-1059407707


   Thanks @nealrichardson for replying. Sorry for the misunderstanding. Is this 
automatic filter and projection pushdown feature with `rarrow` and `dplyr` OR 
in general with `arrow` ? As I was thinking it's not from this [arrow 
article](https://arrow.apache.org/blog/2021/12/03/arrow-duckdb/) that says
   
   _"For the comparison with Pandas, note that DuckDB runs in parallel, while 
pandas only support single-threaded execution. Besides that, one should note 
that we are comparing automatic optimizations. DuckDB’s query optimizer can 
automatically push down filters and projections. This automatic optimization is 
not supported in pandas, but it is possible for users to manually perform some 
of these predicate and filter pushdowns by manually specifying them them in the 
read_parquet() call."_


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