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Ensure DataFrame column types are preserved during serialization #14705

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mroeschke
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Description

xref rapidsai/ucxx#149

Ensures column subclass e.g RangeIndex and data types e.g. int8 are preserved during serialization.

I think this should be backwards compatible since we're just adding keys to the the serialized header dict and the deserialization checks if those new keys exist

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  • I am familiar with the Contributing Guidelines.
  • New or existing tests cover these changes.
  • The documentation is up to date with these changes.

@mroeschke mroeschke added bug Something isn't working Python Affects Python cuDF API. non-breaking Non-breaking change labels Jan 3, 2024
@mroeschke mroeschke requested a review from a team as a code owner January 3, 2024 23:28
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@pentschev pentschev left a comment

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Thanks @mroeschke , I can confirm this resolves the issue as reported in rapidsai/ucxx#149 .

@mroeschke
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/merge

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@mroeschke
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/merge

@rapids-bot rapids-bot bot merged commit d81ca78 into rapidsai:branch-24.02 Jan 9, 2024
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@mroeschke mroeschke deleted the bug/serialization/column branch January 9, 2024 00:09
rapids-bot bot pushed a commit to rapidsai/ucxx that referenced this pull request Jan 9, 2024
Empty cuDF dataframe serialization was fixed in rapidsai/cudf#14705 .

Closes #149 .

Authors:
  - Peter Andreas Entschev (https://github.com/pentschev)

Approvers:
  - Lawrence Mitchell (https://github.com/wence-)

URL: #154
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3 participants