datadog-agent
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feat(ci): add a new tag in ci-visibility test for known flakes
What does this PR do?
Add a new flag to ci test uploaded through junit xml files
Motivation
Improved management of flakes.
Additional Notes
Possible Drawbacks / Trade-offs
Describe how to test/QA your changes
Bloop Bleep... Dogbot Here
Regression Detector Results
Run ID: 4ae05442-e955-4187-957b-4efa4f3c6579 Baseline: 53d077b5adc316eb94c47807e13820003d201e90 Comparison: 1bd0205b8adcab46d6bc15e226c243462c27c563 Total CPUs: 7
Performance changes are noted in the perf column of each table:
- ✅ = significantly better comparison variant performance
- ❌ = significantly worse comparison variant performance
- ➖ = no significant change in performance
Experiments with missing or malformed data
- basic_py_check
Usually, this warning means that there is no usable optimization goal data for that experiment, which could be a result of misconfiguration.
No significant changes in experiment optimization goals
Confidence level: 90.00% Effect size tolerance: |Δ mean %| ≥ 5.00%
There were no significant changes in experiment optimization goals at this confidence level and effect size tolerance.
Experiments ignored for regressions
Regressions in experiments with settings containing erratic: true
are ignored.
perf | experiment | goal | Δ mean % | Δ mean % CI |
---|---|---|---|---|
➖ | file_to_blackhole | % cpu utilization | -0.48 | [-7.02, +6.06] |
Fine details of change detection per experiment
perf | experiment | goal | Δ mean % | Δ mean % CI |
---|---|---|---|---|
➖ | otel_to_otel_logs | ingress throughput | +1.55 | [+0.95, +2.15] |
➖ | file_tree | memory utilization | +0.43 | [+0.35, +0.51] |
➖ | idle | memory utilization | +0.05 | [+0.02, +0.07] |
➖ | trace_agent_json | ingress throughput | +0.01 | [-0.03, +0.05] |
➖ | uds_dogstatsd_to_api | ingress throughput | +0.00 | [-0.00, +0.00] |
➖ | tcp_dd_logs_filter_exclude | ingress throughput | +0.00 | [-0.00, +0.00] |
➖ | trace_agent_msgpack | ingress throughput | -0.01 | [-0.02, +0.01] |
➖ | process_agent_standard_check | memory utilization | -0.26 | [-0.30, -0.23] |
➖ | process_agent_real_time_mode | memory utilization | -0.37 | [-0.40, -0.34] |
➖ | process_agent_standard_check_with_stats | memory utilization | -0.39 | [-0.43, -0.35] |
➖ | tcp_syslog_to_blackhole | ingress throughput | -0.40 | [-0.46, -0.34] |
➖ | file_to_blackhole | % cpu utilization | -0.48 | [-7.02, +6.06] |
➖ | uds_dogstatsd_to_api_cpu | % cpu utilization | -1.23 | [-2.63, +0.17] |
Explanation
A regression test is an A/B test of target performance in a repeatable rig, where "performance" is measured as "comparison variant minus baseline variant" for an optimization goal (e.g., ingress throughput). Due to intrinsic variability in measuring that goal, we can only estimate its mean value for each experiment; we report uncertainty in that value as a 90.00% confidence interval denoted "Δ mean % CI".
For each experiment, we decide whether a change in performance is a "regression" -- a change worth investigating further -- if all of the following criteria are true:
-
Its estimated |Δ mean %| ≥ 5.00%, indicating the change is big enough to merit a closer look.
-
Its 90.00% confidence interval "Δ mean % CI" does not contain zero, indicating that if our statistical model is accurate, there is at least a 90.00% chance there is a difference in performance between baseline and comparison variants.
-
Its configuration does not mark it "erratic".
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