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