Separation of tags between metrics logs and traces fix by Lewis-E · Pull Request #43370 · DataDog/datadog-agent

Lewis-E · 2025-11-21T21:09:18Z

What does this PR do?

_dd.compute_stats is a marker for agent-side trace stats computation. We should isolate _dd.compute_stats to the serverless-init traces agent.
Deal with the fact that we have DD_SERVERLESS_INIT_ENABLE_BACKEND_TRACE_STATS and DD_SERVERLESS_INIT_DISABLE_TRACE_STATS
Remove unused BuildTracerTags function for clarity
De-duplicated use of configured tags
Renames all tag modification code to be a generalized place for agent tag changes, moved relevant functions into setup function.
Update comments and tests

Motivation

_dd.compute_stats should not show on logs or as a tag available for runtime metrics.
If DD_SERVERLESS_INIT_ENABLE_BACKEND_TRACE_STATS is true, _dd.compute_stats should show on traces.
If DD_SERVERLESS_INIT_ENABLE_BACKEND_TRACE_STATS is true andDD_SERVERLESS_INIT_DISABLE_TRACE_STATS is false, we should have accurate metric/trace data.
If DD_SERVERLESS_INIT_ENABLE_BACKEND_TRACE_STATS is true andDD_SERVERLESS_INIT_DISABLE_TRACE_STATS is false, AND sampling is <1.0, we should have inaccurate metric trace data.

Consistent pattern of tag modification

Describe how you validated your changes

Updated existing unit test
Test In-Container for cloudrun
Test In-Container for cloudrunjobs
Test In-Container for appservice
Test In-Container for containerapp

Using the `lewis/SVLS-4573/serverless-init-test-compute-stats` self-monitoring branch

Test Sidecar for cloudrun in self-monitoring
Test Sidecar for appservice in self-monitoring
Test Sidecar for containerapp in self-monitoring

Testing changes to the Azure App Services Extension

New unit test
Test in AAS -- FunctionTags (configured ex: DD_TAG) still working

agent-platform-auto-pr · 2025-11-21T21:49:45Z

Static quality checks

✅ Please find below the results from static quality gates
Comparison made with ancestor 2441ad4

Successful checks

Info

	Quality gate	Delta	On disk size (MiB)	Delta	On wire size (MiB)
✅	agent_deb_amd64	$${0}$$	$${705.41}$$ < $${707.13}$$	$${+0.01}$$	$${172.99}$$ < $${174.16}$$
✅	agent_deb_amd64_fips	$${0}$$	$${701.64}$$ < $${702.86}$$	$${-0.05}$$	$${172.21}$$ < $${173.5}$$
✅	agent_heroku_amd64	$${0}$$	$${327.72}$$ < $${327.92}$$	$${-0}$$	$${87.16}$$ < $${88.21}$$
✅	agent_msi	$${0}$$	$${571.12}$$ < $${982.08}$$	$${-0.03}$$	$${142.65}$$ < $${143.49}$$
✅	agent_rpm_amd64	$${0}$$	$${705.4}$$ < $${707.12}$$	$${-0}$$	$${176.11}$$ < $${177.29}$$
✅	agent_rpm_amd64_fips	$${0}$$	$${701.62}$$ < $${702.85}$$	$${+0.03}$$	$${175.1}$$ < $${176.32}$$
✅	agent_rpm_arm64	$${0}$$	$${687.27}$$ < $${691.67}$$	$${+0.04}$$	$${159.1}$$ < $${160.7}$$
✅	agent_rpm_arm64_fips	$${0}$$	$${684.33}$$ < $${687.54}$$	$${-0.01}$$	$${158.77}$$ < $${160.11}$$
✅	agent_suse_amd64	$${0}$$	$${705.4}$$ < $${707.12}$$	$${-0}$$	$${176.11}$$ < $${177.29}$$
✅	agent_suse_amd64_fips	$${0}$$	$${701.62}$$ < $${702.85}$$	$${+0.03}$$	$${175.1}$$ < $${176.32}$$
✅	agent_suse_arm64	$${0}$$	$${687.27}$$ < $${691.67}$$	$${+0.04}$$	$${159.1}$$ < $${160.7}$$
✅	agent_suse_arm64_fips	$${0}$$	$${684.33}$$ < $${687.54}$$	$${-0.01}$$	$${158.77}$$ < $${160.11}$$
✅	docker_agent_amd64	$${-0}$$	$${767.2}$$ < $${769.38}$$	$${-0}$$	$${260.51}$$ < $${262.06}$$
✅	docker_agent_arm64	$${-0}$$	$${773.64}$$ < $${778.35}$$	$${+0.01}$$	$${249.62}$$ < $${251.72}$$
✅	docker_agent_jmx_amd64	$${+0}$$	$${958.08}$$ < $${960.26}$$	$${-0.01}$$	$${329.14}$$ < $${330.69}$$
✅	docker_agent_jmx_arm64	$${-0}$$	$${953.24}$$ < $${957.95}$$	$${+0}$$	$${314.24}$$ < $${316.35}$$
✅	docker_cluster_agent_amd64	$${-0}$$	$${180.33}$$ < $${181.08}$$	$${-0}$$	$${63.71}$$ < $${64.49}$$
✅	docker_cluster_agent_arm64	$${+0}$$	$${196.19}$$ < $${198.49}$$	$${+0}$$	$${60.0}$$ < $${61.17}$$
✅	docker_cws_instrumentation_amd64	$${-0}$$	$${7.13}$$ < $${7.18}$$	$${-0}$$	$${2.99}$$ < $${3.33}$$
✅	docker_cws_instrumentation_arm64	$${0}$$	$${6.69}$$ < $${6.92}$$	$${+0}$$	$${2.73}$$ < $${3.09}$$
✅	docker_dogstatsd_amd64	$${0}$$	$${38.76}$$ < $${39.38}$$	$${-0}$$	$${15.0}$$ < $${15.82}$$
✅	docker_dogstatsd_arm64	$${0}$$	$${37.06}$$ < $${37.94}$$	$${-0}$$	$${14.33}$$ < $${14.83}$$
✅	dogstatsd_deb_amd64	$${0}$$	$${29.98}$$ < $${30.61}$$	$${-0}$$	$${7.93}$$ < $${8.79}$$
✅	dogstatsd_deb_arm64	$${0}$$	$${28.14}$$ < $${29.11}$$	$${-0}$$	$${6.81}$$ < $${7.71}$$
✅	dogstatsd_rpm_amd64	$${0}$$	$${29.98}$$ < $${30.61}$$	$${-0}$$	$${7.94}$$ < $${8.8}$$
✅	dogstatsd_suse_amd64	$${0}$$	$${29.98}$$ < $${30.61}$$	$${-0}$$	$${7.94}$$ < $${8.8}$$
✅	iot_agent_deb_amd64	$${0}$$	$${42.92}$$ < $${43.29}$$	$${+0}$$	$${11.23}$$ < $${12.04}$$
✅	iot_agent_deb_arm64	$${0}$$	$${40.05}$$ < $${40.92}$$	$${-0}$$	$${9.61}$$ < $${10.45}$$
✅	iot_agent_deb_armhf	$${0}$$	$${40.63}$$ < $${41.03}$$	$${-0}$$	$${9.8}$$ < $${10.62}$$
✅	iot_agent_rpm_amd64	$${0}$$	$${42.92}$$ < $${43.29}$$	$${-0}$$	$${11.25}$$ < $${12.06}$$
✅	iot_agent_suse_amd64	$${0}$$	$${42.92}$$ < $${43.29}$$	$${-0}$$	$${11.25}$$ < $${12.06}$$

cit-pr-commenter · 2025-11-21T21:54:33Z

Regression Detector

Regression Detector Results

Metrics dashboard
Target profiles
Run ID: 337d643c-2f3e-4e92-b0a5-b5c95da9ebfd

Baseline: bb99c82
Comparison: 080a59d
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	+0.47	[-2.57, +3.52]	1	Logs

Fine details of change detection per experiment

perf	experiment	goal	Δ mean %	Δ mean % CI	trials	links
➖	quality_gate_metrics_logs	memory utilization	+1.63	[+1.41, +1.86]	1	Logs bounds checks dashboard
➖	ddot_logs	memory utilization	+0.81	[+0.73, +0.88]	1	Logs
➖	quality_gate_idle_all_features	memory utilization	+0.53	[+0.50, +0.57]	1	Logs bounds checks dashboard
➖	docker_containers_cpu	% cpu utilization	+0.47	[-2.57, +3.52]	1	Logs
➖	uds_dogstatsd_20mb_12k_contexts_20_senders	memory utilization	+0.33	[+0.27, +0.38]	1	Logs
➖	ddot_metrics_sum_cumulativetodelta_exporter	memory utilization	+0.06	[-0.17, +0.29]	1	Logs
➖	file_to_blackhole_1000ms_latency	egress throughput	+0.04	[-0.39, +0.46]	1	Logs
➖	uds_dogstatsd_to_api_v3	ingress throughput	+0.01	[-0.11, +0.13]	1	Logs
➖	file_to_blackhole_0ms_latency	egress throughput	+0.00	[-0.41, +0.41]	1	Logs
➖	tcp_dd_logs_filter_exclude	ingress throughput	-0.00	[-0.08, +0.07]	1	Logs
➖	uds_dogstatsd_to_api	ingress throughput	-0.00	[-0.13, +0.12]	1	Logs
➖	file_to_blackhole_100ms_latency	egress throughput	-0.02	[-0.07, +0.03]	1	Logs
➖	file_to_blackhole_500ms_latency	egress throughput	-0.05	[-0.43, +0.32]	1	Logs
➖	ddot_metrics_sum_delta	memory utilization	-0.06	[-0.26, +0.15]	1	Logs
➖	quality_gate_idle	memory utilization	-0.10	[-0.14, -0.05]	1	Logs bounds checks dashboard
➖	ddot_metrics	memory utilization	-0.12	[-0.35, +0.11]	1	Logs
➖	file_tree	memory utilization	-0.24	[-0.31, -0.17]	1	Logs
➖	otlp_ingest_logs	memory utilization	-0.27	[-0.37, -0.17]	1	Logs
➖	otlp_ingest_metrics	memory utilization	-0.32	[-0.47, -0.16]	1	Logs
➖	docker_containers_memory	memory utilization	-0.42	[-0.50, -0.35]	1	Logs
➖	quality_gate_logs	% cpu utilization	-0.46	[-1.94, +1.02]	1	Logs bounds checks dashboard
➖	tcp_syslog_to_blackhole	ingress throughput	-0.69	[-0.77, -0.61]	1	Logs
➖	ddot_metrics_sum_cumulative	memory utilization	-0.85	[-1.01, -0.69]	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_1000ms_latency	lost_bytes	10/10
✅	file_to_blackhole_1000ms_latency	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_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
✅	quality_gate_metrics_logs	cpu_usage	10/10	bounds checks dashboard
✅	quality_gate_metrics_logs	intake_connections	10/10	bounds checks dashboard
✅	quality_gate_metrics_logs	lost_bytes	10/10	bounds checks dashboard
✅	quality_gate_metrics_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:

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".

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_logs, 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_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_metrics_logs, bounds check lost_bytes: 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 cpu_usage: 10/10 replicas passed. Gate passed.
quality_gate_metrics_logs, bounds check intake_connections: 10/10 replicas passed. Gate passed.

…43837) ### What does this PR do? This is a temporary fix to remove high cardinality tags from Cloud Run Jobs enhanced metrics. A more thorough refactor will be done in a future PR (#43370) High cardinality removed: <img width="400" height="393" alt="Screenshot 2025-12-04 at 2 11 05 PM" src="https://github.com/user-attachments/assets/0d002d7f-5d58-448d-ae24-8a9c62bf5849" /> Low cardinality still exists: <img width="400" height="382" alt="Screenshot 2025-12-04 at 2 11 39 PM" src="https://github.com/user-attachments/assets/076e73c6-769b-4f11-b023-b2579905a9c7" /> ### Motivation Cost savings ### Describe how you validated your changes Manually with a real Cloud Run Job ### Additional Notes No changelog because Cloud Run Jobs support is not officially released yet. Co-authored-by: nicholas.hulston <[email protected]>

iadjivon · 2025-12-05T17:59:02Z

Hi there, thanks for this PR. I've added a wip tag since it seems this is still being drafted. Please let us know once this is ready for review and we'll be happy to review! Thanks so much and let us know if you have any questions.

apiarian-datadog

how are we testing this? should we have some kind of self-monitoring alert for the resulting tagged things?

Lewis-E · 2025-12-09T17:37:23Z

how are we testing this? should we have some kind of self-monitoring alert for the resulting tagged things?

@apiarian-datadog There's a checklist for manual tests in the PR description under Describe how you validated your changes. Unchecked them all when going back into draft, and will re-test with the new code. Are there existing practices around monitors + combinations of env vars in self monitoring, given env vars can change per-deploy? I see there's some compute stats related code in the e2e tests. I have that repo on my to-onboard list, so adding tests there seems like a good next step to me.

apiarian-datadog · 2025-12-10T21:54:15Z

@@ -123,10 +123,11 @@ func setup(secretComp secrets.Component, _ mode.Conf, tagger tagger.Component, c

 	log.Debugf("Detected cloud service: %s", cloudService.GetOrigin())

+	configuredTags := configUtils.GetConfiguredTags(pkgconfigsetup.Datadog(), false)
 	tags := serverlessInitTag.GetBaseTagsMapWithMetadata(


nit: while we're in here, might be worth renaming "tags" to "base tags" or something like that, so it's clear that we probably shouldn't use it directly without serious thought.

apiarian-datadog · 2025-12-10T21:56:34Z

how are we testing this? should we have some kind of self-monitoring alert for the resulting tagged things?

@apiarian-datadog There's a checklist for manual tests in the PR description under Describe how you validated your changes. Unchecked them all when going back into draft, and will re-test with the new code. Are there existing practices around monitors + combinations of env vars in self monitoring, given env vars can change per-deploy? I see there's some compute stats related code in the e2e tests. I have that repo on my to-onboard list, so adding tests there seems like a good next step to me.

i think the existing trace stats tests should cover your trace stats needs on this one.

i suppose it might be worth adding a small test that creates an app with some tags and confirms that those tags (and the additional automatic ones) end up on the metrics, traces, and logs that we ingest. or perhaps this is an element of self-monitoring.

agent-platform-auto-pr · 2025-12-15T14:29:23Z

Go Package Import Differences

Baseline: 2441ad4
Comparison: 080a59d

binary	os	arch	change
trace-agent	linux	amd64	+0, -1 -github.com/DataDog/datadog-agent/pkg/serverless/tags
trace-agent	linux	arm64	+0, -1 -github.com/DataDog/datadog-agent/pkg/serverless/tags
trace-agent	windows	amd64	+0, -1 -github.com/DataDog/datadog-agent/pkg/serverless/tags
trace-agent	darwin	amd64	+0, -1 -github.com/DataDog/datadog-agent/pkg/serverless/tags
trace-agent	darwin	arm64	+0, -1 -github.com/DataDog/datadog-agent/pkg/serverless/tags
heroku-trace-agent	linux	amd64	+0, -1 -github.com/DataDog/datadog-agent/pkg/serverless/tags
otel-agent	linux	amd64	+0, -1 -github.com/DataDog/datadog-agent/pkg/serverless/tags
otel-agent	linux	arm64	+0, -1 -github.com/DataDog/datadog-agent/pkg/serverless/tags
full-host-profiler	linux	amd64	+0, -1 -github.com/DataDog/datadog-agent/pkg/serverless/tags
full-host-profiler	linux	arm64	+0, -1 -github.com/DataDog/datadog-agent/pkg/serverless/tags

…hMetadata to isolate _dd.compute_stats to metrics

…g/serverless

…r to match tag simplification in serverless-init

Lewis-E · 2025-12-18T16:19:28Z

/merge

dd-devflow-routing-codex · 2025-12-18T16:19:31Z

View all feedbacks in Devflow UI.

2025-12-18 16:19:31 UTC ℹ️ Start processing command /merge

2025-12-18 16:19:37 UTC ℹ️ MergeQueue: pull request added to the queue

The expected merge time in main is approximately 1h (p90).

2025-12-18 17:16:35 UTC ℹ️ MergeQueue: This merge request was merged

github-actions Bot added the medium review PR review might take time label Nov 21, 2025

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Lewis-E force-pushed the lewis/SVLS-4573-serverless-init-No-separation-of-tags-between-metrics-logs-and-traces-fix branch 4 times, most recently from 54ab478 to 3a58bff Compare November 27, 2025 15:31

nhulston mentioned this pull request Dec 4, 2025

[Cloud Run Jobs] Remove high cardinality tags from enhanced metrics #43837

Merged

Lewis-E marked this pull request as ready for review December 4, 2025 21:22

Lewis-E requested review from a team as code owners December 4, 2025 21:22

Lewis-E commented Dec 4, 2025

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Comment thread releasenotes/notes/compute-stats-metrics-only-aae48020db10708b.yaml

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Lewis-E force-pushed the lewis/SVLS-4573-serverless-init-No-separation-of-tags-between-metrics-logs-and-traces-fix branch 3 times, most recently from 1c262e0 to ae56b67 Compare December 5, 2025 18:09

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Lewis-E added 10 commits December 18, 2025 09:20

fix: Separate serverless-init AddTraceStatsTags and GetBaseTagsMapWit…

12ea754

…hMetadata to isolate _dd.compute_stats to metrics

Add release note for severless-init compute stats change

8d52a01

Move _dd.compute stats from metrics to traces

6ed78f2

Keep dd.compute_stats from reaching runtime metrics

8bc45a7

Clarity-driven refactor of tag modification in serverless-init and pk…

5542ebe

…g/serverless

Remove release notes for minor change

b87163d

Remove unused tag manipulation code (gopls save issue)

6258587

Remove duplicate trace tag creation

368dc34

Improvements to Comments

598e77e

Remove serverlesstags.GetFunctionTags(deps.Config) in payload-modifie…

080a59d

…r to match tag simplification in serverless-init

Lewis-E force-pushed the lewis/SVLS-4573-serverless-init-No-separation-of-tags-between-metrics-logs-and-traces-fix branch from 702b72e to 080a59d Compare December 18, 2025 14:21

dd-mergequeue Bot merged commit ca93105 into main Dec 18, 2025
330 checks passed

dd-mergequeue Bot deleted the lewis/SVLS-4573-serverless-init-No-separation-of-tags-between-metrics-logs-and-traces-fix branch December 18, 2025 17:16

github-actions Bot added this to the 7.75.0 milestone Dec 18, 2025

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What does this PR do?

Motivation

Describe how you validated your changes

Using the lewis/SVLS-4573/serverless-init-test-compute-stats self-monitoring branch

Testing changes to the Azure App Services Extension

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Static quality checks

Info

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Regression Detector

Regression Detector Results

Optimization Goals: ✅ No significant changes detected

Experiments ignored for regressions

Fine details of change detection per experiment

Bounds Checks: ✅ Passed

Explanation

CI Pass/Fail Decision

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5 participants

Lewis-E commented Nov 21, 2025 •

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Using the `lewis/SVLS-4573/serverless-init-test-compute-stats` self-monitoring branch

agent-platform-auto-pr Bot commented Nov 21, 2025 •

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cit-pr-commenter Bot commented Nov 21, 2025 •

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Lewis-E commented Dec 9, 2025 •

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agent-platform-auto-pr Bot commented Dec 15, 2025 •

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dd-devflow-routing-codex Bot commented Dec 18, 2025 •

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