westonpace commented on issue #11141:
URL: https://github.com/apache/arrow/issues/11141#issuecomment-918629709


   I'm afraid you will need to explain in more detail what you are trying to do 
and what results you are expecting to get.  Some operations in Arrow-C++ (which 
pyarrow uses) will take advantage of multiple threads.  These operations are 
controlled by the functions you mentioned.  Mostly today this is in file 
parsing and decoding.  On the other hand, some functions are implemented 
completely in python (and thus subject to the GIL) and others are implemented 
in C++ and release the GIL but do not use multiple threads.


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