Nov 23, 2025 at 9:42 AM EST
Show HN: Annotation to document and runtime validate Pandas and Polars dataframe
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.
Discussion Activity
No activity data yet
We're still syncing comments from Hacker News.
Generating AI Summary...
Analyzing up to 500 comments to identify key contributors and discussion patterns
Discussion (0 comments)
Discussion hasn't started yet.
ID: 46023925Type: storyLast synced: 11/23/2025, 6:44:04 PM
Want the full context?
Jump to the original sources
Read the primary article or dive into the live Hacker News thread when you're ready.