Strengthen anomaly detector tests for score normalization and threshold-boundary behavior - #46636
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pelikhan merged 2 commits intoJul 19, 2026
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[WIP] Improve test quality in pkg/agentdrain/anomaly_test.go
Strengthen anomaly detector tests for score normalization and threshold-boundary behavior
Jul 19, 2026
pelikhan
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July 19, 2026 20:14
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July 19, 2026 20:14
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Pull request overview
Strengthens anomaly detector tests around threshold boundaries, normalized scores, parallelization, and stateful test intent.
Changes:
- Verifies constructor thresholds through
Analyze. - Adds score-bound checks for maximal anomaly signals.
- Clarifies and improves test execution assumptions.
Show a summary per file
| File | Description |
|---|---|
pkg/agentdrain/anomaly_test.go |
Expands anomaly detector boundary and normalization coverage. |
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This was referenced Jul 19, 2026
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🎉 This pull request is included in a new release. Release: |
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This updates
pkg/agentdrain/anomaly_test.goto close high-value coverage gaps called out in the issue: score normalization bounds throughAnalyze, constructor threshold behavior verification through runtime paths, and clearer intent around stateful event analysis tests.Score normalization guard via production path
TestAnalyze_ScoreAlwaysNormalizedto assertAnomalyScorestays within[0,1]for bothisNew=trueandisNew=falsewhen anomaly signals are maximized.Threshold boundaries validated through
Analyze(not just constructor storage)TestNewAnomalyDetector_ThresholdBoundariessuccess cases to verify:similarity == thresholdis not flagged low,cluster.Size == rareThresholdis flagged rare,TestBuildReasonparallelization + explicit pointer guardt.Parallel().require.NotNilbefore callingbuildReasonin subtests to make pointer assumptions explicit.Stateful test intent clarified
TestAnalyzeEventcommentary to explicitly mark it as intentionally sequential/stateful integration-style behavior.