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Feature or Bugfix

  • Bugfix

Detail

  • When executing chunked reads over multiple files that contain different categories, category information is lost due to pd.concat() not preserving unmatched categories. Luckily, we already have a utility that concatenates data frames and unions categories.

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By submitting this pull request, I confirm that my contribution is made under the terms of the Apache 2.0 license.

@kukushking kukushking requested review from a team and Copilot April 7, 2025 15:17
@kukushking kukushking self-assigned this Apr 7, 2025
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Copilot reviewed 3 out of 3 changed files in this pull request and generated no comments.

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AWS CodeBuild CI Report

  • CodeBuild project: GitHubCodeBuild8756EF16-4rfo0GHQ0u9a
  • Commit ID: 43161f9
  • Result: SUCCEEDED
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AWS CodeBuild CI Report

  • CodeBuild project: GitHubCodeBuild8756EF16-4rfo0GHQ0u9a
  • Commit ID: 40d9ce4
  • Result: SUCCEEDED
  • Build Logs (available for 30 days)

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AWS CodeBuild CI Report

  • CodeBuild project: GitHubDistributedCodeBuild6-jWcl5DLmvupS
  • Commit ID: 43161f9
  • Result: SUCCEEDED
  • Build Logs (available for 30 days)

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@jaidisido
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AWS CodeBuild CI Report

  • CodeBuild project: GitHubDistributedCodeBuild6-jWcl5DLmvupS
  • Commit ID: 40d9ce4
  • Result: SUCCEEDED
  • Build Logs (available for 30 days)

Powered by github-codebuild-logs, available on the AWS Serverless Application Repository

@kukushking kukushking merged commit a08e7e9 into main Apr 7, 2025
22 checks passed
@kukushking kukushking deleted the fix/concat-union-categories branch April 7, 2025 21:41
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Successfully merging this pull request may close these issues.

Why does s3.read_parquet() returns different data type depending on chunk-size?
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