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[SPARK-40328][PS] Implement DataFrame.compare#55143

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devin-petersohn wants to merge 3 commits intoapache:masterfrom
devin-petersohn:devin/dataframe-compare
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[SPARK-40328][PS] Implement DataFrame.compare#55143
devin-petersohn wants to merge 3 commits intoapache:masterfrom
devin-petersohn:devin/dataframe-compare

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What changes were proposed in this pull request?

Implement DataFrame.compare for the pandas API on Spark. This was already implemented for Series but was unimplemented for DataFrame.

Why are the changes needed?

Implements missing API to improve pandas compatibility.

Does this PR introduce any user-facing change?

Yes, new DataFrame.compare method.

How was this patch tested?

CI

Was this patch authored or co-authored using generative AI tooling?

Co-authored-by: Claude Opus 4

devin-petersohn and others added 3 commits April 1, 2026 13:18
Co-authored-by: Devin Petersohn <devin.petersohn@snowflake.com>
Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com>
Co-authored-by: Devin Petersohn <devin.petersohn@snowflake.com>
Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com>
Co-authored-by: Devin Petersohn <devin.petersohn@snowflake.com>
Signed-off-by: Devin Petersohn <devin.petersohn@gmail.com>
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