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Initial Polars support #1576

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richard-rogers wants to merge 48 commits into mainline from dev/richard/polars

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richard-rogers commented Oct 18, 2024 •

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Description

Support for logging Polars data frames.

Closes #1230

I have reviewed the Guidelines for Contributing and the Code of Conduct.

richard-rogers requested a review from jamie256

October 18, 2024 04:39

richard-rogers marked this pull request as draft

October 18, 2024 04:41

richard-rogers commented

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.github/workflows/whylogs-ci.yml Outdated Show resolved Hide resolved

richard-rogers and others added 12 commits

November 5, 2024 15:32


          Initial Polars support

de3a8cb


          segments and udfs

9d60022


          make UDF pandas and polars tests work at the same time

66abf26


          work

b5bf95c


          pre-commit

b479979


          pre-commit

b974fbd

CI

1aad5ee


          allow 3.7

9243c6d


          Update .github/workflows/whylogs-ci.yml

dac3ecd


          skip polars in python 3.7

1ecb94f


          polars metric tests

ea0cce2


          fix docs

2e26e4e

richard-rogers force-pushed the dev/richard/polars branch from 4a92544 to 2e26e4e Compare

November 5, 2024 16:14

richard-rogers added 3 commits

November 5, 2024 18:59


          Merge branch 'mainline' into dev/richard/polars

303c78b


          Merge branch 'mainline' into dev/richard/polars

634aa08


          Merge branch 'mainline' into dev/richard/polars

74928ea

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          Update python/tests/api/logger/test_logger_polars.py

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          Update python/tests/api/logger/test_logger_polars.py

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          Update python/tests/api/logger/test_logger_polars.py

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          Update python/tests/core/test_performance_polars.py

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          Update python/tests/experimental/core/test_udf_schema_polars.py

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          Update python/tests/experimental/core/test_udf_schema_polars.py

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python/whylogs/experimental/core/udf_schema.py

                       except Exception as e:  # noqa
-                          new_df[new_col] = pd.Series([None])
+                          new_df[new_col] = df.apply_udf(lambda x: float("nan"))  # should be None, but can't infer type

Contributor Author

richard-rogers Nov 7, 2024

It might be better to just leave out the failed UDF's output column.

richard-rogers added 2 commits

November 7, 2024 05:56


          test fix

290cc62


          refactor

e5831a0

richard-rogers marked this pull request as ready for review

November 12, 2024 22:54


          Merge branch 'mainline' into dev/richard/polars

ed79946

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richard-rogers and others added 4 commits

November 14, 2024 00:31


          pre-commit


          pre-commit

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          Merge branch 'mainline' into dev/richard/polars

cd21e2d


          Merge branch 'mainline' into dev/richard/polars

74490c5

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jamie256 left a comment

Dependencies question about setuptools

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jamie256 and others added 6 commits

December 10, 2024 11:14


          Merge branch 'mainline' into dev/richard/polars

8d2846d


          move setup dependency

f2900b1


          use pandas stubs

6cf62bb


          Update python/whylogs/core/dataframe_wrapper.py

190b098


          Update python/whylogs/core/datatypes.py

3ec799e


          dont use stubs

dad1d17

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github-actions bot commented Mar 17, 2025

This PR is stale. Remove stale label or it will be closed next week.

github-actions bot added the stale 💤 label

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