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add support for reading csv with variable number of columns #891

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djouallah opened this issue Oct 3, 2024 · 1 comment
Open

add support for reading csv with variable number of columns #891

djouallah opened this issue Oct 3, 2024 · 1 comment
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enhancement New feature or request

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@djouallah
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I am doing an ETL benchmarks that read csv files with variable number of columns, do some transformation and write it back as delta, I test it with 7 Python Engines, unfortunately datafusion support only a csv with a fixed schema.

fwiw the notebook is here with a reproducible data source : https://github.com/djouallah/Fabric_Notebooks_Demo/blob/main/ETL/Light_ETL_Python_Notebook.ipynb

@djouallah djouallah added the enhancement New feature or request label Oct 3, 2024
@timsaucer
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This is a very good addition to work on, but I suspect we will need to do it upstream in the datafusion core repo and then expose the options in this repo.

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