mapleFU commented on issue #38275:
URL: https://github.com/apache/arrow/issues/38275#issuecomment-1763453732

   What's the version of arrow are you using?
   
   1. During read a single ipc file, there is a `use_thread` argument, which 
enable using the user-passed executor or system default executor to decode the 
batch. It's default enabled in current master code.
   2. If you only want some prefetch in a large set of files, you can try to 
put `pa.ipc.open_stream(memory_mapped_stream).read_all()` or other to the 
thread pool, rather than doing in the current way.
   3. You can also try to use `dataset` api ( 
https://arrow.apache.org/docs/python/dataset.html#reading-datasets ), it enable 
some prefetch here.


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