Fix bug in new shuffle-based groupby implementation#11836
Merged
raydouglass merged 5 commits intorapidsai:branch-22.10from Sep 30, 2022
Merged
Fix bug in new shuffle-based groupby implementation#11836raydouglass merged 5 commits intorapidsai:branch-22.10from
raydouglass merged 5 commits intorapidsai:branch-22.10from
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galipremsagar
approved these changes
Sep 30, 2022
Codecov ReportBase: 87.46% // Head: 87.49% // Increases project coverage by
Additional details and impacted files@@ Coverage Diff @@
## branch-22.10 #11836 +/- ##
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+ Coverage 87.46% 87.49% +0.03%
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Files 133 133
Lines 21792 21792
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+ Hits 19060 19067 +7
+ Misses 2732 2725 -7
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shwina
approved these changes
Sep 30, 2022
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Description
This PR fixes a subtle bug introduced in #11800. While working on the corresponding dask-cuda benchmark for that PR rapidsai/dask-cuda#979, we discovered that non-deterministic column ordering in
_groupby_partition_aggand_tree_node_aggcan trigger metadata-enforcement errors in follow-up operations. This PR simply sorts the output column ordering in those functions (so that the column ordering is always deterministic).Note that this bug is difficult to reproduce in a pytest, because it rarely occurs with a smaller number of devices (I need to use a full dgx machine to consistently trigger the error).
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