Comparison of blocking and non-blocking Python's multiprocessing Queue
Surprising behaviour when using Queues in a blocking or non-blockingi way.

Python’s multiprocessing module offers a Queue implementation. Surprisingly enough (for me at least), its performance varies greatly if used in a blocking or non-blocking fashion. In particular, the non-blocking way is about ten times slower than the blocking one!

Consider this code, which feeds a Queue and then drains it in a blocking and non-blocking way:

Running it on my machine, with Python 2.7, gives me these results (Python 3.4 results are similar, but less dramatic):

feed=0.599231004715 drain=0.964730024338 drain_nowait=8.39909696579

As you can see, drain_nowait is about 10x slower than drain. I suspect there is some serious lock-contention going on, but I have not yet pinpointed where, exactly! In the meantime, I think I’ll stick with the blocking code…

April 25, 2016
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Hi! I'm Lorenzo Bolla, Senior Software Architect in London, UK.

When I'm not programming in Python, Elixir, Go or Haskell, I am playing either basketball, piano or chess.