comphead opened a new pull request, #8920:
URL: https://github.com/apache/arrow-datafusion/pull/8920
## Which issue does this PR close?
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Closes #.
## Rationale for this change
Before the PR the Datafusion derives the output datatypes for builtin
functions twice.
Initially set in `BuiltInWindowFunction::return_type` the output datatype
redefined in other places:
- in built in function implementations, like row_number, rank, etc
- on physical planner phase like lag, lead
This PR is to unify output types to be defined in 1 single place and be
transferred through the schema.
Another good benefit of it is other systems that embed DataFusion as an
engine can now use its datatypes by constructing expected schema.
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## What changes are included in this PR?
Datatype definition unified, covered with new tests, some other minor
optimizations
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## Are these changes tested?
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## Are there any user-facing changes?
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