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[ACIX-883] Auto-retry e2e tests in CI #37862
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Regression DetectorRegression Detector ResultsMetrics dashboard Baseline: bda39cf Optimization Goals: ✅ No significant changes detected
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perf | experiment | goal | Δ mean % | Δ mean % CI | trials | links |
---|---|---|---|---|---|---|
➖ | quality_gate_idle_all_features | memory utilization | +0.80 | [+0.72, +0.88] | 1 | Logs bounds checks dashboard |
➖ | otlp_ingest_logs | memory utilization | +0.78 | [+0.66, +0.91] | 1 | Logs |
➖ | file_tree | memory utilization | +0.40 | [+0.27, +0.53] | 1 | Logs |
➖ | ddot_metrics | memory utilization | +0.38 | [+0.26, +0.49] | 1 | Logs |
➖ | quality_gate_idle | memory utilization | +0.35 | [+0.29, +0.40] | 1 | Logs bounds checks dashboard |
➖ | docker_containers_cpu | % cpu utilization | +0.19 | [-2.82, +3.20] | 1 | Logs |
➖ | quality_gate_logs | % cpu utilization | +0.17 | [-2.61, +2.96] | 1 | Logs bounds checks dashboard |
➖ | ddot_logs | memory utilization | +0.13 | [-0.01, +0.27] | 1 | Logs |
➖ | file_to_blackhole_0ms_latency | egress throughput | +0.12 | [-0.45, +0.70] | 1 | Logs |
➖ | file_to_blackhole_500ms_latency | egress throughput | +0.05 | [-0.54, +0.63] | 1 | Logs |
➖ | file_to_blackhole_300ms_latency | egress throughput | +0.02 | [-0.59, +0.62] | 1 | Logs |
➖ | uds_dogstatsd_to_api | ingress throughput | +0.01 | [-0.27, +0.29] | 1 | Logs |
➖ | tcp_dd_logs_filter_exclude | ingress throughput | +0.00 | [-0.01, +0.02] | 1 | Logs |
➖ | file_to_blackhole_0ms_latency_http2 | egress throughput | -0.01 | [-0.60, +0.59] | 1 | Logs |
➖ | file_to_blackhole_1000ms_latency | egress throughput | -0.01 | [-0.58, +0.55] | 1 | Logs |
➖ | file_to_blackhole_100ms_latency | egress throughput | -0.03 | [-0.66, +0.61] | 1 | Logs |
➖ | file_to_blackhole_0ms_latency_http1 | egress throughput | -0.05 | [-0.64, +0.54] | 1 | Logs |
➖ | file_to_blackhole_1000ms_latency_linear_load | egress throughput | -0.08 | [-0.32, +0.15] | 1 | Logs |
➖ | docker_containers_memory | memory utilization | -0.09 | [-0.15, -0.03] | 1 | Logs |
➖ | otlp_ingest_metrics | memory utilization | -0.51 | [-0.67, -0.35] | 1 | Logs |
➖ | uds_dogstatsd_to_api_cpu | % cpu utilization | -0.71 | [-1.58, +0.17] | 1 | Logs |
➖ | tcp_syslog_to_blackhole | ingress throughput | -0.78 | [-0.85, -0.72] | 1 | Logs |
➖ | uds_dogstatsd_20mb_12k_contexts_20_senders | memory utilization | -1.22 | [-1.27, -1.17] | 1 | Logs |
Bounds Checks: ✅ Passed
perf | experiment | bounds_check_name | replicates_passed | links |
---|---|---|---|---|
✅ | docker_containers_cpu | simple_check_run | 10/10 | |
✅ | docker_containers_memory | memory_usage | 10/10 | |
✅ | docker_containers_memory | simple_check_run | 10/10 | |
✅ | file_to_blackhole_0ms_latency | lost_bytes | 10/10 | |
✅ | file_to_blackhole_0ms_latency | memory_usage | 10/10 | |
✅ | file_to_blackhole_0ms_latency_http1 | lost_bytes | 10/10 | |
✅ | file_to_blackhole_0ms_latency_http1 | memory_usage | 10/10 | |
✅ | file_to_blackhole_0ms_latency_http2 | lost_bytes | 10/10 | |
✅ | file_to_blackhole_0ms_latency_http2 | memory_usage | 10/10 | |
✅ | file_to_blackhole_1000ms_latency | memory_usage | 10/10 | |
✅ | file_to_blackhole_1000ms_latency_linear_load | memory_usage | 10/10 | |
✅ | file_to_blackhole_100ms_latency | lost_bytes | 10/10 | |
✅ | file_to_blackhole_100ms_latency | memory_usage | 10/10 | |
✅ | file_to_blackhole_300ms_latency | lost_bytes | 10/10 | |
✅ | file_to_blackhole_300ms_latency | memory_usage | 10/10 | |
✅ | file_to_blackhole_500ms_latency | lost_bytes | 10/10 | |
✅ | file_to_blackhole_500ms_latency | memory_usage | 10/10 | |
✅ | quality_gate_idle | intake_connections | 10/10 | bounds checks dashboard |
✅ | quality_gate_idle | memory_usage | 10/10 | bounds checks dashboard |
✅ | quality_gate_idle_all_features | intake_connections | 10/10 | bounds checks dashboard |
✅ | quality_gate_idle_all_features | memory_usage | 10/10 | bounds checks dashboard |
✅ | quality_gate_logs | intake_connections | 10/10 | bounds checks dashboard |
✅ | quality_gate_logs | lost_bytes | 10/10 | bounds checks dashboard |
✅ | quality_gate_logs | memory_usage | 10/10 | bounds checks dashboard |
Explanation
Confidence level: 90.00%
Effect size tolerance: |Δ mean %| ≥ 5.00%
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
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:
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Its estimated |Δ mean %| ≥ 5.00%, indicating the change is big enough to merit a closer look.
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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.
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Its configuration does not mark it "erratic".
CI Pass/Fail Decision
✅ Passed. All Quality Gates passed.
- quality_gate_idle, bounds check intake_connections: 10/10 replicas passed. Gate passed.
- quality_gate_idle, bounds check memory_usage: 10/10 replicas passed. Gate passed.
- quality_gate_idle_all_features, bounds check intake_connections: 10/10 replicas passed. Gate passed.
- quality_gate_idle_all_features, bounds check memory_usage: 10/10 replicas passed. Gate passed.
- quality_gate_logs, bounds check lost_bytes: 10/10 replicas passed. Gate passed.
- quality_gate_logs, bounds check intake_connections: 10/10 replicas passed. Gate passed.
- quality_gate_logs, bounds check memory_usage: 10/10 replicas passed. Gate passed.
Static quality checks✅ Please find below the results from static quality gates Successful checksInfo
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# Retry the failed tests only | ||
affected_packages = {package.partition("/test/new-e2e/")[2] for package, _ in to_retry} |
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Maybe try os.path.relpath() or something else to compute path relative to test/new-e2e
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Todo:
- Default retries to 0
- If retry logic enabled, pass "nth retry" and "max retries" to
TearDownSuite
method to prevent tearing down the infra on test failure if there are going to be further retries
Try to make it so that if we don't pass any
--max-retries
flag, the behavior does not change at all
- In order to do pass these env vars, add it here so it gets loaded as a global go var
What does this PR do?
Following-up on ACIX-859 and #36422, try a new method for automatically rerunning failing e2e tests. This new method does not re-run tests that are already known as flaky and whose failure is accepted, contrary to what the previous method would do.
Motivation
Increase CI reliability and diminish the impact (lost time) of flaky (but not yet marked as flaky) tests
Describe how you validated your changes
TBD
Possible Drawbacks / Trade-offs
Increased pipeline runtime + lost visibility on which tests are failing/flaky
Additional Notes