Schema for dataset summary (JSON) #1102
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code quality 📈
Improvements to the quality of the code base
feature request 💬
Requests for new features
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sbrugman
added
feature request 💬
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Missing functionality
The dataset summaries in
pandas-profilingare stored as nested dictionaries. This offered flexibility in the past for users and developers, however has also led to issues of users of the representation. A clear concise data representation is lacking, were users and developers know what to expect from the data.Proposed feature
Refactor the data summary representation to have a well-defined JSON schema (e.g. via pydantic, similar to the config).
Alternatives considered
No response
Additional context
Related issues:
#983, #944, #647, #637, #636, #624 and #605.
Related PRs:
#1011, #996
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