fix(perf): Eliminate N+1 queries in ProcessFlakesTask#1414
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Codecov Report✅ All modified and coverable lines are covered by tests. Additional details and impacted files@@ Coverage Diff @@
## main #1414 +/- ##
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Coverage 91.89% 91.89%
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Files 1325 1325
Lines 50868 50871 +3
Branches 1626 1626
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+ Hits 46744 46747 +3
Misses 3818 3818
Partials 306 306
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This PR addresses an N+1 query issue identified in the
app.tasks.flakes.ProcessFlakesTask.Problem:
Previously, the
process_flakes_for_commitfunction would iterate over each upload associated with a commit. For every upload, it would perform separate databaseSELECTqueries to fetchTestrunobjects and then separateUPDATEqueries viabulk_updateon theta_timeseries_testruntable. This led to an N+1 query pattern, where N is the number of uploads for a given commit, causing significant performance overhead.Solution:
This change refactors the
process_flakes_for_commitandprocess_single_uploadfunctions to batch database operations:get_testrunswas modified to accept a list ofReportSessionobjects and now fetches all relevantTestrunobjects for all uploads in a singleSELECTquery usingupload_id__in.Testrunobjects are then grouped byupload_idin memory.process_single_uploadwas updated to receive a pre-filtered list ofTestrunobjects, removing its internal database calls.Testrunobjects from all uploads are collected, and a singleTestrun.objects.bulk_updateis performed after processing all uploads, eliminating the N individualUPDATEqueries.This significantly reduces the number of database round trips, improving the performance of the
ProcessFlakesTask.Legal Boilerplate
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Fixes WORKER-YYN