fix(worker): Resolve N+1 query in ProcessFlakesTask#1208
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Codecov Report✅ All modified and coverable lines are covered by tests. Additional details and impacted files@@ Coverage Diff @@
## main #1208 +/- ##
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- Coverage 91.89% 91.89% -0.01%
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Files 1325 1325
Lines 50862 50873 +11
Branches 1626 1626
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+ Hits 46741 46750 +9
- Misses 3815 3817 +2
Partials 306 306
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This PR addresses an N+1 query issue identified in the
app.tasks.flakes.ProcessFlakesTask.Root Cause:
The
process_flakes_for_commitfunction was iterating over eachReportSessionupload and, for each upload, callingprocess_single_upload. Insideprocess_single_upload,get_testruns(upload)was being called, which executed a separate database query (SELECT ... FROM Testrun WHERE upload_id = ?) for every single upload. This resulted in N+1 queries, where N is the number of uploads associated with a commit.Solution:
To eliminate the N+1 query, the following changes were implemented in
apps/worker/services/test_analytics/ta_process_flakes.py:get_testruns_for_uploads, was added to fetch all relevantTestrunobjects for all uploads associated with a commit in a single bulk query usingupload_id__in.Testrunobjects are then grouped by theirupload_idinto a dictionary.process_single_uploadfunction was modified to accept a pre-fetched list ofTestrunobjects for a specific upload, removing its internal database query.Testrunobjects are now collected throughout the processing loop, and a singleTestrun.objects.bulk_update()is performed after the loop completes, further reducing database interactions.Legal Boilerplate
Look, I get it. The entity doing business as "Sentry" was incorporated in the State of Delaware in 2015 as Functional Software, Inc. In 2022 this entity acquired Codecov and as result Sentry is going to need some rights from me in order to utilize my contributions in this PR. So here's the deal: I retain all rights, title and interest in and to my contributions, and by keeping this boilerplate intact I confirm that Sentry can use, modify, copy, and redistribute my contributions, under Sentry's choice of terms.
Fixes WORKER-YTC