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mdavis-xyz avatar mdavis-xyz commented on September 23, 2024

Note also that if a column is missing in one CSV, and present in the other, there will be a ShapeError. I expect it to just be present in the final LazyFrame, with null for the rows from the CSV where the column doesn't exist.

from polars.

nameexhaustion avatar nameexhaustion commented on September 23, 2024

Note also that if a column is missing in one CSV, and present in the other, there will be a ShapeError. I expect it to just be present in the final LazyFrame, with null for the rows from the CSV where the column doesn't exist.

For this, I would suggest to scan the files individually and then use a diagonal concat, i.e.:

pl.concat([pl.scan_csv(path) for path in files], how='diagonal')

I don't think we should add this to the CSV reader would cause issues with some other functionality that relies on the CSV files having the same number of columns.

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