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FEAT-#5394: Reduce amount of remote calls for TreeReduce and GroupByReduce operators #11

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@korbit-ai korbit-ai bot commented Aug 13, 2024

Apply approaches from PR-7136 for TreeReduce and GroupByReduce operators

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FEAT-#5394: Reduce amount of remote calls for TreeReduce and GroupByReduce operators

Refactor the map function in dataframe.py and map_partitions function in partition_manager.py to simplify the logic and reduce the number of remote calls.

These changes are being made to improve the performance of the TreeReduce and GroupByReduce operators by reducing the complexity and number of remote calls. The previous implementation had conditional logic based on the number of CPU cores, which has been streamlined to always use block-wise mapping, thus simplifying the code and potentially reducing overhead.

Retribution98 and others added 2 commits May 8, 2024 13:30
…educe operators

Signed-off-by: Kirill Suvorov <kirill.suvorov@intel.com>
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korbit-ai bot commented Aug 13, 2024

Clone of the PR modin-project/modin#7245

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korbit-ai bot commented Aug 13, 2024

My review is in progress 📖 - I will have feedback for you in a few minutes!

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I have reviewed your code and did not find any issues!


Please note that I can make mistakes, and you should still encourage your team to review your code as well.

@korbit-ai korbit-ai bot deleted the branch cloned_main_df81f August 13, 2024 13:41
@korbit-ai korbit-ai bot closed this Aug 13, 2024
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