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Data management framework for Python that provides functionality to describe, extract, validate, and transform tabular data

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The `describe` cli command is very useful for describing CSV and parquet files but doesn't seem to work for JSON. We were trying to use it here: https://github.com/vega/vega-datasets/issues/629#issuecomment-2498618622. I understand...

Hello I know that frictionless can convert JSON schema to a table schema. Is the reverse possible, with this or another tool? I am interested in using some table schemas...

> The BlankLabelError has a different API. Instead of rowNumber it has rowNumbers . Grepping the code I see that that's the only reference to rowNumbers and the docstring even...

# Overview Validation report properties are poorly documented. [Link to current documentation](https://framework.frictionlessdata.io/docs/framework/report.html) e.g. question from @pdelboca on slack : > Is there any documentation about the API of the Error...

comms

It seems that the `groupChar` properties does not work for fields with the type `integer`. I have created a minimal example. Although the example seems to be correct the validation...

I encountered an issue while creating a JSON schema using Frictionless where I need to enforce specific conditional validations for certain LOINC question codes. Specifically: `LOINC question code: 44250-9` ```...

Hello Frictionless Team, I'm exploring schema validation in frictionless and would like to know more about the JSON Schema validation properties it currently supports. Specifically, could you confirm if the...

# Overview The selection of sheets does not work for Open Document files (ods). The first sheet is always used. However, it works for Excel files. ## How to reproduce...

# Overview Consider three table: A, B, C A has some foreign keys, for example, referring to the identifier in C. B has a foreign key which refers to some...

As @peterdesmet suggested the README and repo description could benefit from an update. Let's start the discussion here. _Originally posted by @peterdesmet in https://github.com/frictionlessdata/frictionless-py/pull/1695#discussion_r1812058763_