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feat: [SVLS-8759] cloud run jobs usage metric#48454

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feat: [SVLS-8759] cloud run jobs usage metric#48454
gh-worker-dd-mergequeue-cf854d[bot] merged 2 commits into
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aleksandr.pasechnik/svls-8759-crj-billing-metric

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@apiarian-datadog apiarian-datadog commented Mar 26, 2026

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What does this PR do?

Motivation

Describe how you validated your changes

Additional Notes

@apiarian-datadog
apiarian-datadog requested a review from a team as a code owner March 26, 2026 18:20
@dd-octo-sts dd-octo-sts Bot added the internal Identify a non-fork PR label Mar 26, 2026
@github-actions github-actions Bot added the short review PR is simple enough to be reviewed quickly label Mar 26, 2026
@apiarian-datadog apiarian-datadog added changelog/no-changelog No changelog entry needed team/serverless-azure-gcp and removed short review PR is simple enough to be reviewed quickly labels Mar 26, 2026
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agent-platform-auto-pr Bot commented Mar 26, 2026 •
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Files inventory check summary

File checks results against ancestor 867176f1:

Results for datadog-agent_7.79.0~devel.git.217.e2cf1a5.pipeline.104666850-1_amd64.deb:

No change detected

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Static quality checks

✅ Please find below the results from static quality gates
Comparison made with ancestor 867176f
📊 Static Quality Gates Dashboard
🔗 SQG Job
SOME SIZE DELTAS ARE N/A (ANCESTOR METRICS NOT YET AVAILABLE). RETRY JOB

Successful checks

Info

Quality gate Change Size (prev → curr → max)
✅ agent_deb_amd64 N/A N/A → 752.572 → 753.380
✅ agent_deb_amd64_fips N/A N/A → 709.594 → 713.900
✅ agent_heroku_amd64 N/A N/A → 313.301 → 320.580
✅ agent_rpm_amd64 N/A N/A → 752.556 → 753.350
✅ agent_rpm_amd64_fips N/A N/A → 709.577 → 713.880
✅ agent_rpm_arm64 N/A N/A → 731.000 → 735.290
✅ agent_rpm_arm64_fips N/A N/A → 691.023 → 696.840
✅ agent_suse_amd64 N/A N/A → 752.556 → 753.350
✅ agent_suse_amd64_fips N/A N/A → 709.577 → 713.880
✅ agent_suse_arm64 N/A N/A → 731.000 → 735.290
✅ agent_suse_arm64_fips N/A N/A → 691.023 → 696.840
✅ docker_agent_amd64 N/A N/A → 812.874 → 815.700
✅ docker_agent_arm64 N/A N/A → 816.089 → 821.970
✅ docker_agent_jmx_amd64 N/A N/A → 1003.790 → 1006.580
✅ docker_agent_jmx_arm64 N/A N/A → 995.783 → 1001.570
✅ docker_cluster_agent_amd64 N/A N/A → 203.942 → 206.270
✅ docker_cluster_agent_arm64 N/A N/A → 218.420 → 220.000
✅ docker_cws_instrumentation_amd64 N/A N/A → 7.142 → 7.180
✅ docker_cws_instrumentation_arm64 N/A N/A → 6.689 → 6.920
✅ docker_dogstatsd_amd64 N/A N/A → 39.238 → 39.380
✅ docker_dogstatsd_arm64 N/A N/A → 37.445 → 37.940
✅ dogstatsd_deb_amd64 N/A N/A → 29.881 → 30.610
✅ dogstatsd_deb_arm64 N/A N/A → 28.034 → 29.110
✅ dogstatsd_rpm_amd64 N/A N/A → 29.881 → 30.610
✅ dogstatsd_suse_amd64 N/A N/A → 29.881 → 30.610
✅ iot_agent_deb_amd64 N/A N/A → 43.278 → 43.290
✅ iot_agent_deb_arm64 N/A N/A → 40.324 → 40.920
✅ iot_agent_deb_armhf N/A N/A → 41.076 → 41.100
✅ iot_agent_rpm_amd64 N/A N/A → 43.278 → 43.290
✅ iot_agent_suse_amd64 N/A N/A → 43.278 → 43.290
On-wire sizes (compressed)
Quality gate Change Size (prev → curr → max)
✅ agent_deb_amd64 N/A N/A → 174.712 → 178.360
✅ agent_deb_amd64_fips N/A N/A → 165.354 → 172.790
✅ agent_heroku_amd64 N/A N/A → 75.004 → 79.970
✅ agent_rpm_amd64 N/A N/A → 177.553 → 181.830
✅ agent_rpm_amd64_fips N/A N/A → 167.628 → 173.370
✅ agent_rpm_arm64 N/A N/A → 159.488 → 163.060
✅ agent_rpm_arm64_fips N/A N/A → 151.351 → 156.170
✅ agent_suse_amd64 N/A N/A → 177.553 → 181.830
✅ agent_suse_amd64_fips N/A N/A → 167.628 → 173.370
✅ agent_suse_arm64 N/A N/A → 159.488 → 163.060
✅ agent_suse_arm64_fips N/A N/A → 151.351 → 156.170
✅ docker_agent_amd64 N/A N/A → 268.105 → 272.480
✅ docker_agent_arm64 N/A N/A → 255.295 → 261.060
✅ docker_agent_jmx_amd64 N/A N/A → 336.754 → 341.100
✅ docker_agent_jmx_arm64 N/A N/A → 319.928 → 325.620
✅ docker_cluster_agent_amd64 N/A N/A → 71.373 → 72.920
✅ docker_cluster_agent_arm64 N/A N/A → 67.013 → 68.220
✅ docker_cws_instrumentation_amd64 N/A N/A → 2.999 → 3.330
✅ docker_cws_instrumentation_arm64 N/A N/A → 2.729 → 3.090
✅ docker_dogstatsd_amd64 N/A N/A → 15.174 → 15.820
✅ docker_dogstatsd_arm64 N/A N/A → 14.494 → 14.830
✅ dogstatsd_deb_amd64 N/A N/A → 7.893 → 8.790
✅ dogstatsd_deb_arm64 N/A N/A → 6.778 → 7.710
✅ dogstatsd_rpm_amd64 N/A N/A → 7.903 → 8.800
✅ dogstatsd_suse_amd64 N/A N/A → 7.903 → 8.800
✅ iot_agent_deb_amd64 N/A N/A → 11.399 → 12.040
✅ iot_agent_deb_arm64 N/A N/A → 9.701 → 10.450
✅ iot_agent_deb_armhf N/A N/A → 9.940 → 10.620
✅ iot_agent_rpm_amd64 N/A N/A → 11.417 → 12.060
✅ iot_agent_suse_amd64 N/A N/A → 11.417 → 12.060

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cit-pr-commenter-54b7da Bot commented Mar 26, 2026 •
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Regression Detector

Regression Detector Results

Metrics dashboard
Target profiles
Run ID: 7e9e337a-d531-4d80-8431-9c71fc714a52

Baseline: 40f6310
Comparison: 5949a8c
Diff

Optimization Goals: ✅ No significant changes detected

Experiments ignored for regressions

Regressions in experiments with settings containing erratic: true are ignored.

perf experiment goal Δ mean % Δ mean % CI trials links
➖ docker_containers_cpu % cpu utilization +0.84 [-2.15, +3.83] 1 Logs

Fine details of change detection per experiment

perf experiment goal Δ mean % Δ mean % CI trials links
➖ tcp_syslog_to_blackhole ingress throughput +2.12 [+1.99, +2.25] 1 Logs
➖ quality_gate_logs % cpu utilization +1.79 [+0.16, +3.42] 1 Logs bounds checks dashboard
➖ docker_containers_cpu % cpu utilization +0.84 [-2.15, +3.83] 1 Logs
➖ docker_containers_memory memory utilization +0.56 [+0.49, +0.63] 1 Logs
➖ quality_gate_metrics_logs memory utilization +0.26 [+0.03, +0.49] 1 Logs bounds checks dashboard
➖ ddot_metrics_sum_cumulative memory utilization +0.15 [+0.01, +0.30] 1 Logs
➖ otlp_ingest_metrics memory utilization +0.08 [-0.08, +0.24] 1 Logs
➖ file_to_blackhole_0ms_latency egress throughput +0.07 [-0.44, +0.58] 1 Logs
➖ ddot_metrics_sum_cumulativetodelta_exporter memory utilization +0.07 [-0.15, +0.29] 1 Logs
➖ ddot_metrics_sum_delta memory utilization +0.06 [-0.11, +0.23] 1 Logs
➖ file_to_blackhole_500ms_latency egress throughput +0.05 [-0.34, +0.45] 1 Logs
➖ file_to_blackhole_1000ms_latency egress throughput +0.04 [-0.38, +0.46] 1 Logs
➖ file_to_blackhole_100ms_latency egress throughput +0.02 [-0.05, +0.10] 1 Logs
➖ tcp_dd_logs_filter_exclude ingress throughput +0.00 [-0.11, +0.11] 1 Logs
➖ uds_dogstatsd_to_api_v3 ingress throughput -0.00 [-0.19, +0.19] 1 Logs
➖ uds_dogstatsd_to_api ingress throughput -0.00 [-0.20, +0.20] 1 Logs
➖ quality_gate_idle memory utilization -0.02 [-0.07, +0.03] 1 Logs bounds checks dashboard
➖ uds_dogstatsd_20mb_12k_contexts_20_senders memory utilization -0.07 [-0.13, -0.01] 1 Logs
➖ quality_gate_idle_all_features memory utilization -0.10 [-0.14, -0.07] 1 Logs bounds checks dashboard
➖ ddot_metrics memory utilization -0.16 [-0.33, +0.02] 1 Logs
➖ otlp_ingest_logs memory utilization -0.42 [-0.52, -0.32] 1 Logs
➖ file_tree memory utilization -0.49 [-0.55, -0.43] 1 Logs
➖ ddot_logs memory utilization -0.67 [-0.74, -0.61] 1 Logs

Bounds Checks: ✅ Passed

perf experiment bounds_check_name replicates_passed observed_value links
✅ docker_containers_cpu simple_check_run 10/10 701 ≥ 26
✅ docker_containers_memory memory_usage 10/10 276.66MiB ≤ 370MiB
✅ docker_containers_memory simple_check_run 10/10 710 ≥ 26
✅ file_to_blackhole_0ms_latency memory_usage 10/10 0.19GiB ≤ 1.20GiB
✅ file_to_blackhole_0ms_latency missed_bytes 10/10 0B = 0B
✅ file_to_blackhole_1000ms_latency memory_usage 10/10 0.23GiB ≤ 1.20GiB
✅ file_to_blackhole_1000ms_latency missed_bytes 10/10 0B = 0B
✅ file_to_blackhole_100ms_latency memory_usage 10/10 0.20GiB ≤ 1.20GiB
✅ file_to_blackhole_100ms_latency missed_bytes 10/10 0B = 0B
✅ file_to_blackhole_500ms_latency memory_usage 10/10 0.21GiB ≤ 1.20GiB
✅ file_to_blackhole_500ms_latency missed_bytes 10/10 0B = 0B
✅ quality_gate_idle intake_connections 10/10 3 = 3 bounds checks dashboard
✅ quality_gate_idle memory_usage 10/10 173.12MiB ≤ 175MiB bounds checks dashboard
✅ quality_gate_idle_all_features intake_connections 10/10 3 = 3 bounds checks dashboard
✅ quality_gate_idle_all_features memory_usage 10/10 492.43MiB ≤ 550MiB bounds checks dashboard
✅ quality_gate_logs intake_connections 10/10 3 ≤ 6 bounds checks dashboard
✅ quality_gate_logs memory_usage 10/10 202.61MiB ≤ 220MiB bounds checks dashboard
✅ quality_gate_logs missed_bytes 10/10 0B = 0B bounds checks dashboard
✅ quality_gate_metrics_logs cpu_usage 10/10 346.84 ≤ 2000 bounds checks dashboard
✅ quality_gate_metrics_logs intake_connections 10/10 3 ≤ 6 bounds checks dashboard
✅ quality_gate_metrics_logs memory_usage 10/10 431.61MiB ≤ 475MiB bounds checks dashboard
✅ quality_gate_metrics_logs missed_bytes 10/10 0B = 0B 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:

  1. Its estimated |Δ mean %| ≥ 5.00%, indicating the change is big enough to merit a closer look.

  2. 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.

  3. Its configuration does not mark it "erratic".

CI Pass/Fail Decision

✅ Passed. All Quality Gates passed.

  • quality_gate_logs, bounds check intake_connections: 10/10 replicas passed. Gate passed.
  • quality_gate_logs, bounds check missed_bytes: 10/10 replicas passed. Gate passed.
  • quality_gate_logs, bounds check memory_usage: 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 cpu_usage: 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 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 intake_connections: 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.

@apiarian-datadog
apiarian-datadog force-pushed the aleksandr.pasechnik/svls-8759-crj-billing-metric branch from e7f1e38 to e2cf1a5 Compare March 26, 2026 21:26
@github-actions github-actions Bot added the medium review PR review might take time label Mar 26, 2026
@apiarian-datadog apiarian-datadog added the qa/done QA done before merge and regressions are covered by tests label Mar 27, 2026
@apiarian-datadog

apiarian-datadog commented Mar 27, 2026

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Confirmed that this all looks right with a few sample cloud run jobs

@apiarian-datadog

apiarian-datadog commented Mar 27, 2026

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merging with @piyalibanerjee-dd 's approval

@gh-worker-dd-mergequeue-cf854d
gh-worker-dd-mergequeue-cf854d Bot merged commit 5949a8c into main Mar 27, 2026
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@gh-worker-dd-mergequeue-cf854d
gh-worker-dd-mergequeue-cf854d Bot deleted the aleksandr.pasechnik/svls-8759-crj-billing-metric branch March 27, 2026 15:05
@github-actions github-actions Bot added this to the 7.79.0 milestone Mar 27, 2026
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