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  3. /Show HN: Annotation to document and runtime validate Pandas and Polars dataframe
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  3. /Show HN: Annotation to document and runtime validate Pandas and Polars dataframe
Nov 23, 2025 at 9:42 AM EST

Show HN: Annotation to document and runtime validate Pandas and Polars dataframe

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Mood

informative

Sentiment

positive

Category

startup_launch

Key topics

Data Validation

Pandas

Polars

Data Annotation

Giving variables and functions good names is important. But even an awesome name for a dataframe isn't very useful. So I created an annotation that allows "documenting" dataframes that functions get as input or produce as output. You can tell which columns to expect or even use Pydantic models to validate each row.

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ID: 46023925Type: storyLast synced: 11/23/2025, 6:44:04 PM

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