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Update Lazy Polars to support streaming and in-built parquet support #838

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@pascalwhoop pascalwhoop commented Sep 15, 2024

Description

Currently playing with Polars and noticing that we don't support streaming which is quite nice for larger than memory datasets.

Note I'm just opening this as a trigger for discussion, I realize this is not yet done and cannot promise I will continue on this since this was just me playing around on the weekend. But hoping I get to play more and bring this into our pipeline (and thus here) :)

Development notes

Updated to the latest features of polars which includes streaming=True and leaving the option to the user to do partitioned writing using rust based parquet support

Checklist

  • Opened this PR as a 'Draft Pull Request' if it is work-in-progress
  • Updated the documentation to reflect the code changes
  • Added a description of this change in the relevant RELEASE.md file
  • Added tests to cover my changes

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