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build: replace pandas with polars (#178) #205

Merged
merged 24 commits into from
Oct 13, 2023
Merged

build: replace pandas with polars (#178) #205

merged 24 commits into from
Oct 13, 2023

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korikuzma
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Initial work for #178 to help improve startup time

From https://pypi.org/project/polars/:

Lightweight

Polars is also very lightweight. It comes with zero required dependencies, and this shows in the import times:

  polars: 70ms
  numpy: 104ms
  pandas: 520ms

@korikuzma korikuzma added priority:low Low priority build Changes that affect the build system or dependencies labels Oct 11, 2023
@korikuzma korikuzma self-assigned this Oct 11, 2023
@jsstevenson
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polars: 70ms
numpy: 104ms
pandas: 520ms

lol sick

jsstevenson
jsstevenson previously approved these changes Oct 11, 2023
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down the line we could also look at making the big table into a LazyFrame but probably not worth the time right now

Base automatically changed from issue-202 to main October 13, 2023 12:01
@korikuzma korikuzma dismissed jsstevenson’s stale review October 13, 2023 12:01

The base branch was changed.

@korikuzma korikuzma merged commit 774f17e into main Oct 13, 2023
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@korikuzma korikuzma deleted the issue-178 branch October 13, 2023 21:17
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