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https://issues.apache.org/jira/browse/ARROW-17308?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17620323#comment-17620323
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Alenka Frim commented on ARROW-17308:
-------------------------------------

Yes, the new Dataset API doesn't yet support the {{validate_schema}} keyword, 
but the work is in progress and is tracked with 
https://issues.apache.org/jira/browse/ARROW-8221 (as it is a duplicated Jira 
will be closing this issue).

The default in {{ParquetDataset}} is still the legacy API and so the keyword 
{{validate_schema}} should work (without supplying the new 
[FileSystem|https://arrow.apache.org/docs/dev/python/generated/pyarrow.fs.FileSystem.html#pyarrow.fs.FileSystem],
 see: 
[https://github.com/apache/arrow/blob/962121062e4b13c148f24a6d4fa4b1a2f1be0d88/python/pyarrow/parquet/core.py#L1717-L1718],
 which is relevant for 9.x and I think it was the same in 6.x, could be wrong 
though)

> ValueError: Keyword 'validate_schema' is not yet supported with the new 
> Dataset API
> -----------------------------------------------------------------------------------
>
>                 Key: ARROW-17308
>                 URL: https://issues.apache.org/jira/browse/ARROW-17308
>             Project: Apache Arrow
>          Issue Type: Bug
>          Components: Python
>            Reporter: Abderrahmane Jaidi
>            Priority: Major
>              Labels: dataset-parquet-legacy, dataset-parquet-read
>
> Documentation for PyArrow 6.x and 7.x both indicate that the 
> `validate_schema` argument is supported in the `ParquetDataset` class. Yet 
> passing that argument to an instance results in:
> ValueError: Keyword 'validate_schema' is not yet supported with the new 
> Dataset API
> Code:
> {code:python}
> parquet_dataset = pyarrow.parquet.ParquetDataset(
>     path_or_paths=paths,
>     validate_schema=validate_schema,
>     filesystem=filesystem,
>     partitioning=partitioning,
>     use_legacy_dataset=False,
> ){code}
> Docs link:
> [https://arrow.apache.org/docs/6.0/python/generated/pyarrow.parquet.ParquetDataset.html]
> [https://arrow.apache.org/docs/7.0/python/generated/pyarrow.parquet.ParquetDataset.html]
>  



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