timsaucer commented on issue #16833:
URL: https://github.com/apache/datafusion/issues/16833#issuecomment-3210154222

   The FFI interface, which is used for the arrow stream, does currently 
perform a collect in the `__arrow_c_stream__` function: 
   https://github.com/apache/datafusion-python/blob/main/src/dataframe.rs#L877
   
   I *suspect* what is happening is that it is using all cores prior to the 
streaming out. I think this issue belongs in the `datafusion-python` repository 
rather than `datafusion` core, but please feel free to tag me on it as I was 
the primary author of much of that code.


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