kennknowles opened a new issue, #18439:
URL: https://github.com/apache/beam/issues/18439

   Reading compressed text files using textio.ReadFromText() is about five 
times slower compared to the corresponding transform in Java SDK. This is 
specially noticeable when using DirectRunner. We should look into how we can 
improve efficiency of this so that Python SDK is more comparable to Java SDK in 
this regard.
   
   Imported from Jira 
[BEAM-2531](https://issues.apache.org/jira/browse/BEAM-2531). Original Jira may 
contain additional context.
   Reported by: chamikara.


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