code1704 opened a new issue, #13827:
URL: https://github.com/apache/arrow/issues/13827

   We are building a high performance training system, and we do care about the 
performance a lot. We store the training data in arrow ipc format file, say, 
there are 100M rows and 1000 columns. We just need to read data of 10 columns 
each time for training. Seems with the arrow ipc format file, we have to read 
the whole file first to get the 10 columns. Is there's any suggestion if we can 
just read 10 columns only to get better performance?


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