[SPARK-37039][PS] Fix Series.astype to work properly with missing value
#44570
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HyukjinKwon
approved these changes
Jan 3, 2024
HyukjinKwon
reviewed
Jan 3, 2024
| lambda: psser.astype(int_type), | ||
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| # TODO(SPARK-37039): the np.nan series.astype(bool) should be True |
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Should probably add this into migration guide though.
dongjoon-hyun
previously approved these changes
Jan 3, 2024
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Oh, it seems the the failures are relevant, @itholic . |
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@itholic can you retrigger and/or fix the tests? |
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Oh.. seems like we should separately handle the boolean data type. I got some personal errands right now, so let me take a look tomorrow. Thanks! |
itholic
changed the title
Series.astype to work properly with missing valueSeries.astype to work properly with missing value
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CI passed. @dongjoon-hyun @HyukjinKwon FYI |
itholic
changed the title
Series.astype to work properly with missing valueSeries.astype to work properly with missing value
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Merged to master. |
yaooqinn
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Jan 11, 2024
### What changes were proposed in this pull request? This PR followup for #44570 to add migration guide for behavior change. ### Why are the changes needed? We should notice user about any behavior change ### Does this PR introduce _any_ user-facing change? No API change. ### How was this patch tested? The existing CI should pass. ### Was this patch authored or co-authored using generative AI tooling? No. Closes #44684 from itholic/SPARK-37039-foolowup. Authored-by: Haejoon Lee <[email protected]> Signed-off-by: Kent Yao <[email protected]>
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What changes were proposed in this pull request?
This PR proposes to fix
Series.astypeto work properly with missing value.Why are the changes needed?
To follow the behavior of latest Pandas.
Does this PR introduce any user-facing change?
Yes, the bug is fixed to follow the behavior of Pandas:
Before
After
How was this patch tested?
Enable the existing UTs.
Was this patch authored or co-authored using generative AI tooling?
No.