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ASF GitHub Bot logged work on BEAM-4006: ---------------------------------------- Author: ASF GitHub Bot Created on: 20/Jul/18 15:38 Start Date: 20/Jul/18 15:38 Worklog Time Spent: 10m Work Description: tvalentyn commented on a change in pull request #5729: [BEAM-4006] Futurize transforms subpackage URL: https://github.com/apache/beam/pull/5729#discussion_r204085546 ########## File path: sdks/python/apache_beam/transforms/window.py ########## @@ -234,6 +252,7 @@ def union(self, other): min(self.start, other.start), max(self.end, other.end)) +@total_ordering Review comment: We have confirmed so far by bisection that the slowdown is caused by some changes in `util.py` and/or `window.py`, and there are additional benchmark runs in flight to narrow this down further. It is very likely that the slowdown is caused by time it takes to compare objects of some of the classes defined in `window.py` due to changes in implementation `cmp` or `hash` functions . I also plan to confirm it with a microbenchmark similar to https://github.com/apache/beam/compare/master...tvalentyn:utils_futurization_benchmark?expand=1#diff-de123c6d83f9809a6f0d95be5a7d1826 , that could help us to get performance metrics for different implementations without running a slow benchmark suite. ---------------------------------------------------------------- This is an automated message from the Apache Git Service. To respond to the message, please log on GitHub and use the URL above to go to the specific comment. For queries about this service, please contact Infrastructure at: us...@infra.apache.org Issue Time Tracking ------------------- Worklog Id: (was: 125536) Time Spent: 8h 10m (was: 8h) > Futurize and fix python 2 compatibility for transforms subpackage > ----------------------------------------------------------------- > > Key: BEAM-4006 > URL: https://issues.apache.org/jira/browse/BEAM-4006 > Project: Beam > Issue Type: Sub-task > Components: sdk-py-core > Reporter: Robbe > Assignee: Matthias Feys > Priority: Major > Time Spent: 8h 10m > Remaining Estimate: 0h > -- This message was sent by Atlassian JIRA (v7.6.3#76005)