feat(serverless-init): sequential flush on /terminate, bounded mirrorResponse write#52745
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…Response write Two lifecycle flush reliability improvements: 1. /terminate now flushes telemetry *after* forwarding to the user app (flushSequential), eliminating the race where logs produced by the user app during PassThrough arrived in the pipeline after logsFlusher.Flush() had already returned. On /terminate the VM is torn down and buffers are discarded — there is no recovery path. /suspend retains the parallel flush since Firecracker snapshots preserve in-memory buffers and residual items are drained on the next resume. Introduces flushMode (noFlush / flushParallel / flushSequential) to replace the withFlush bool, and renames handleParallel to handleWithForwarder now that the function handles all three modes. WriteTimeout is updated to forwardTimeout+flushTimeout+mirrorResponseTimeout to cover /terminate's sequential wall-clock. 2. mirrorResponse now sets a write deadline via http.ResponseController before the io.Copy to the platform, replacing the undocumented +10s WriteTimeout buffer with an explicit mirrorResponseTimeout constant (5s). The two values are now kept in sync by construction.
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🎯 Code Coverage (details) 🔗 Commit SHA: 4661a98 | Docs | Datadog PR Page | Give us feedback! |
Files inventory check summaryFile checks results against ancestor de36884b: Results for datadog-agent_7.82.0~devel.git.359.4661a98.pipeline.120862568-1_amd64.deb:No change detected |
Static quality checks✅ Please find below the results from static quality gates Successful checksInfo
24 successful checks with minimal change (< 2 KiB)
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Regression DetectorRegression Detector ResultsMetrics dashboard Baseline: de36884 Optimization Goals: ✅ No significant changes detected
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| perf | experiment | goal | Δ mean % | Δ mean % CI | trials | links |
|---|---|---|---|---|---|---|
| ➖ | quality_gate_metrics_logs | memory utilization | +0.22 | [-0.03, +0.47] | 1 | Logs bounds checks dashboard |
| ➖ | quality_gate_security_no_fs_load | memory utilization | +0.22 | [+0.12, +0.31] | 1 | Logs bounds checks dashboard |
| ➖ | quality_gate_security_idle | memory utilization | +0.07 | [+0.01, +0.13] | 1 | Logs bounds checks dashboard |
| ➖ | quality_gate_security_mean_fs_load | memory utilization | +0.06 | [+0.02, +0.10] | 1 | Logs bounds checks dashboard |
| ➖ | quality_gate_idle_all_features | memory utilization | -0.10 | [-0.15, -0.06] | 1 | Logs bounds checks dashboard |
| ➖ | quality_gate_idle | memory utilization | -0.15 | [-0.20, -0.10] | 1 | Logs bounds checks dashboard |
| ➖ | quality_gate_logs | % cpu utilization | -1.87 | [-2.94, -0.80] | 1 | Logs bounds checks dashboard |
Bounds Checks: ✅ Passed
| perf | experiment | bounds_check_name | replicates_passed | observed_value | links |
|---|---|---|---|---|---|
| ✅ | quality_gate_idle | intake_connections | 10/10 | 3 ≤ 4 | bounds checks dashboard |
| ✅ | quality_gate_idle | memory_usage | 10/10 | 146.66MiB ≤ 154MiB | bounds checks dashboard |
| ✅ | quality_gate_idle | total_bytes_received | 10/10 | 581.65KiB ≤ 819.20KiB | bounds checks dashboard |
| ✅ | quality_gate_idle_all_features | intake_connections | 10/10 | 3 ≤ 4 | bounds checks dashboard |
| ✅ | quality_gate_idle_all_features | memory_usage | 10/10 | 480.31MiB ≤ 495MiB | bounds checks dashboard |
| ✅ | quality_gate_idle_all_features | total_bytes_received | 10/10 | 0.89MiB ≤ 1.25MiB | bounds checks dashboard |
| ✅ | quality_gate_logs | intake_connections | 10/10 | 4 ≤ 6 | bounds checks dashboard |
| ✅ | quality_gate_logs | memory_usage | 10/10 | 180.89MiB ≤ 195MiB | bounds checks dashboard |
| ✅ | quality_gate_logs | missed_bytes | 10/10 | 0B = 0B | bounds checks dashboard |
| ✅ | quality_gate_logs | total_bytes_received | 10/10 | 264.21MiB ≤ 292MiB | bounds checks dashboard |
| ✅ | quality_gate_metrics_logs | cpu_usage | 10/10 | 328.02 ≤ 2000 | bounds checks dashboard |
| ✅ | quality_gate_metrics_logs | intake_connections | 10/10 | 3 ≤ 6 | bounds checks dashboard |
| ✅ | quality_gate_metrics_logs | memory_usage | 10/10 | 395.60MiB ≤ 430MiB | bounds checks dashboard |
| ✅ | quality_gate_metrics_logs | missed_bytes | 10/10 | 0B = 0B | bounds checks dashboard |
| ✅ | quality_gate_metrics_logs | total_bytes_received | 10/10 | 0.86GiB ≤ 1.04GiB | bounds checks dashboard |
| ✅ | quality_gate_security_idle | cpu_usage | 10/10 | 30.60 ≤ 40 | bounds checks dashboard |
| ✅ | quality_gate_security_idle | memory_usage | 10/10 | 296.93MiB ≤ 330MiB | bounds checks dashboard |
| ✅ | quality_gate_security_mean_fs_load | cpu_usage | 10/10 | 61.72 ≤ 80 | bounds checks dashboard |
| ✅ | quality_gate_security_mean_fs_load | memory_usage | 10/10 | 275.96MiB ≤ 310MiB | bounds checks dashboard |
| ✅ | quality_gate_security_no_fs_load | cpu_usage | 10/10 | 26.77 ≤ 40 | bounds checks dashboard |
| ✅ | quality_gate_security_no_fs_load | memory_usage | 10/10 | 281.89MiB ≤ 320MiB | 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".
Replicate Execution Details
We run multiple replicates for each experiment/variant. However, we allow replicates to be automatically retried if there are any failures, up to 8 times, at which point the replicate is marked dead and we are unable to run analysis for the entire experiment. We call each of these attempts at running replicates a replicate execution. This section lists all replicate executions that failed due to the target crashing or being oom killed.
Note: In the below tables we bucket failures by experiment, variant, and failure type. For each of these buckets we list out the replicate indexes that failed with an annotation signifying how many times said replicate failed with the given failure mode. In the below example the baseline variant of the experiment named experiment_with_failures had two replicates that failed by oom kills. Replicate 0, which failed 8 executions, and replicate 1 which failed 6 executions, all with the same failure mode.
| Experiment | Variant | Replicates | Failure | Logs | Debug Dashboard |
|---|---|---|---|---|---|
| experiment_with_failures | baseline | 0 (x8) 1 (x6) | Oom killed | Debug Dashboard |
The debug dashboard links will take you to a debugging dashboard specifically designed to investigate replicate execution failures.
❌ Retried Profiling Replicate Execution Failures (ddprof)
Note: Profiling replicas may still be executing. See the debug dashboard for up to date status.
| Experiment | Variant | Replicates | Failure | Debug Dashboard |
|---|---|---|---|---|
| quality_gate_idle | baseline | 10 | Oom killed | Debug Dashboard |
| quality_gate_idle | comparison | 10 | Oom killed | Debug Dashboard |
| quality_gate_idle_all_features | baseline | 10 | Oom killed | Debug Dashboard |
| quality_gate_idle_all_features | comparison | 10 | Oom killed | Debug Dashboard |
| quality_gate_logs | baseline | 10 | Oom killed | Debug Dashboard |
| quality_gate_logs | comparison | 10 | Oom killed | Debug Dashboard |
| quality_gate_metrics_logs | baseline | 10 | Oom killed | Debug Dashboard |
| quality_gate_metrics_logs | comparison | 10 | Oom killed | Debug Dashboard |
| quality_gate_security_idle | baseline | 10 | Oom killed | Debug Dashboard |
| quality_gate_security_idle | comparison | 10 | Oom killed | Debug Dashboard |
| quality_gate_security_no_fs_load | baseline | 10 | Oom killed | Debug Dashboard |
| quality_gate_security_no_fs_load | comparison | 10 | Oom killed | Debug Dashboard |
CI Pass/Fail Decision
✅ Passed. All Quality Gates passed.
- quality_gate_security_mean_fs_load, bounds check cpu_usage: 10/10 replicas passed. Gate passed.
- quality_gate_security_mean_fs_load, bounds check memory_usage: 10/10 replicas passed. Gate passed.
- quality_gate_idle, bounds check memory_usage: 10/10 replicas passed. Gate passed.
- quality_gate_idle, bounds check total_bytes_received: 10/10 replicas passed. Gate passed.
- quality_gate_idle, bounds check intake_connections: 10/10 replicas passed. Gate passed.
- quality_gate_idle_all_features, bounds check total_bytes_received: 10/10 replicas passed. Gate passed.
- quality_gate_idle_all_features, 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_metrics_logs, bounds check memory_usage: 10/10 replicas passed. Gate passed.
- quality_gate_metrics_logs, bounds check total_bytes_received: 10/10 replicas passed. Gate passed.
- quality_gate_metrics_logs, bounds check missed_bytes: 10/10 replicas passed. Gate passed.
- quality_gate_metrics_logs, bounds check intake_connections: 10/10 replicas passed. Gate passed.
- quality_gate_metrics_logs, bounds check cpu_usage: 10/10 replicas passed. Gate passed.
- quality_gate_security_idle, bounds check cpu_usage: 10/10 replicas passed. Gate passed.
- quality_gate_security_idle, bounds check memory_usage: 10/10 replicas passed. Gate passed.
- quality_gate_logs, bounds check total_bytes_received: 10/10 replicas passed. Gate passed.
- quality_gate_logs, bounds check memory_usage: 10/10 replicas passed. Gate passed.
- quality_gate_logs, bounds check missed_bytes: 10/10 replicas passed. Gate passed.
- quality_gate_logs, bounds check intake_connections: 10/10 replicas passed. Gate passed.
- quality_gate_security_no_fs_load, bounds check cpu_usage: 10/10 replicas passed. Gate passed.
- quality_gate_security_no_fs_load, bounds check memory_usage: 10/10 replicas passed. Gate passed.
Summary
/terminatenow flushes telemetry after forwarding to the user app (flushSequential), eliminating the race where logs produced by the user app duringPassThroughcould arrive in the pipeline afterlogsFlusher.Flush()had already returned. Since the VM is torn down on terminate, in-memory buffers are unrecoverable — sequential flush ensures the tail is captured./suspendretains the parallel flush: Firecracker snapshots preserve process memory, so residual items survive and are drained on the next resume.flushModetype (noFlush/flushParallel/flushSequential) replacing thewithFlush boolparameter; renameshandleParallel→handleWithForwardernow that the function handles all three modes.mirrorResponsenow sets an explicit write deadline viahttp.ResponseController(5 s), replacing the undocumented+10sWriteTimeoutbuffer.WriteTimeoutis updated toforwardTimeout + flushTimeout + mirrorResponseTimeoutto cover the/terminatesequential wall-clock.Test plan
dda inv test --targets=./cmd/serverless-init/lifecycle/— all 133 tests pass🤖 Generated with Claude Code
🔁 Mirror of internal PR: https://github.com/DataDog/datadog-agent-internal/pull/36