[AGENTRUN-866] Add ability to run Rust-based checks through shared libraries by Enzu83 · Pull Request #39676 · DataDog/datadog-agent

Enzu83 · 2025-08-08T15:51:56Z

What does this PR do?

⚠️ This new feature is experimental ⚠️

This PR introduces a new way of running checks, through shared libraries. They are Rust-based and loaded at runtime by a new checks loader. You can read the documentation here.

The Rust-based checks API is minimal for now, only the submit functions are available. The API can be expanded quite easily by adding new fields to the C structure aggregator_t.

Also, this PR moves the Go submit functions (like SubmitMetric) from the collector Python package to a new package (named aggregator). That way both Python and shared library checks can use callbacks from this package. These Go submit functions were in the Python package just because Python checks were the only ones using them, but their scope are larger than just Python checks

Motivation

Provide a new way of writing checks to improve Agent performances and to rely a bit less on the Python runtime.

Describe how you validated your changes

Few unit tests to test the new checks loader and the shared library checks implementation (for the Go part).
An e2e test for Linux and Windows to load and run a simple shared library check that submits one metric.

Possible Drawbacks / Trade-offs

Additional Notes

The Rust part of this feature (where shared libraries are compiled from) is on this PR:

[AGENTRUN-558] Rust checks code - Add ability to run Rust-based checks through shared libraries #42351

…ies check

… given, update cgo code in sharedlibrary package to pass the callbacks

… dashboard

…ut any checks

cit-pr-commenter · 2025-08-08T16:06:03Z

Go Package Import Differences

Baseline: bb81be1
Comparison: e2db1e9

binary	os	arch	change
agent	linux	amd64	+3, -0 +github.com/DataDog/datadog-agent/pkg/collector/aggregator +github.com/DataDog/datadog-agent/pkg/collector/sharedlibrary/ffi +github.com/DataDog/datadog-agent/pkg/collector/sharedlibrary/sharedlibraryimpl
agent	linux	arm64	+3, -0 +github.com/DataDog/datadog-agent/pkg/collector/aggregator +github.com/DataDog/datadog-agent/pkg/collector/sharedlibrary/ffi +github.com/DataDog/datadog-agent/pkg/collector/sharedlibrary/sharedlibraryimpl
agent	windows	amd64	+3, -0 +github.com/DataDog/datadog-agent/pkg/collector/aggregator +github.com/DataDog/datadog-agent/pkg/collector/sharedlibrary/ffi +github.com/DataDog/datadog-agent/pkg/collector/sharedlibrary/sharedlibraryimpl
agent	darwin	amd64	+3, -0 +github.com/DataDog/datadog-agent/pkg/collector/aggregator +github.com/DataDog/datadog-agent/pkg/collector/sharedlibrary/ffi +github.com/DataDog/datadog-agent/pkg/collector/sharedlibrary/sharedlibraryimpl
agent	darwin	arm64	+3, -0 +github.com/DataDog/datadog-agent/pkg/collector/aggregator +github.com/DataDog/datadog-agent/pkg/collector/sharedlibrary/ffi +github.com/DataDog/datadog-agent/pkg/collector/sharedlibrary/sharedlibraryimpl
iot-agent	linux	amd64	+1, -0 +github.com/DataDog/datadog-agent/pkg/collector/sharedlibrary/sharedlibraryimpl
iot-agent	linux	arm64	+1, -0 +github.com/DataDog/datadog-agent/pkg/collector/sharedlibrary/sharedlibraryimpl
heroku-agent	linux	amd64	+3, -0 +github.com/DataDog/datadog-agent/pkg/collector/aggregator +github.com/DataDog/datadog-agent/pkg/collector/sharedlibrary/ffi +github.com/DataDog/datadog-agent/pkg/collector/sharedlibrary/sharedlibraryimpl
cluster-agent	linux	amd64	+1, -0 +github.com/DataDog/datadog-agent/pkg/collector/sharedlibrary/sharedlibraryimpl
cluster-agent	linux	arm64	+1, -0 +github.com/DataDog/datadog-agent/pkg/collector/sharedlibrary/sharedlibraryimpl
cluster-agent-cloudfoundry	linux	amd64	+1, -0 +github.com/DataDog/datadog-agent/pkg/collector/sharedlibrary/sharedlibraryimpl
cluster-agent-cloudfoundry	linux	arm64	+1, -0 +github.com/DataDog/datadog-agent/pkg/collector/sharedlibrary/sharedlibraryimpl

cit-pr-commenter · 2025-08-08T17:10:17Z

Regression Detector

Regression Detector Results

Metrics dashboard
Target profiles
Run ID: 86ea05d1-581d-49b3-b5f2-0b03c1d3be9f

Baseline: bb81be1
Comparison: e2db1e9
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	-1.63	[-4.68, +1.42]	1	Logs

Fine details of change detection per experiment

perf	experiment	goal	Δ mean %	Δ mean % CI	trials	links
➖	ddot_metrics_sum_delta	memory utilization	+0.83	[+0.62, +1.05]	1	Logs
➖	otlp_ingest_logs	memory utilization	+0.79	[+0.68, +0.90]	1	Logs
➖	tcp_syslog_to_blackhole	ingress throughput	+0.71	[+0.63, +0.79]	1	Logs
➖	file_tree	memory utilization	+0.58	[+0.52, +0.64]	1	Logs
➖	docker_containers_memory	memory utilization	+0.24	[+0.17, +0.32]	1	Logs
➖	uds_dogstatsd_20mb_12k_contexts_20_senders	memory utilization	+0.21	[+0.15, +0.26]	1	Logs
➖	ddot_metrics_sum_cumulative	memory utilization	+0.13	[-0.03, +0.29]	1	Logs
➖	quality_gate_idle_all_features	memory utilization	+0.10	[+0.06, +0.14]	1	Logs bounds checks dashboard
➖	quality_gate_idle	memory utilization	+0.04	[-0.00, +0.08]	1	Logs bounds checks dashboard
➖	file_to_blackhole_0ms_latency	egress throughput	+0.04	[-0.35, +0.43]	1	Logs
➖	uds_dogstatsd_to_api_v3	ingress throughput	+0.01	[-0.11, +0.14]	1	Logs
➖	tcp_dd_logs_filter_exclude	ingress throughput	+0.00	[-0.07, +0.08]	1	Logs
➖	file_to_blackhole_1000ms_latency	egress throughput	+0.00	[-0.41, +0.41]	1	Logs
➖	uds_dogstatsd_to_api	ingress throughput	-0.01	[-0.14, +0.13]	1	Logs
➖	file_to_blackhole_100ms_latency	egress throughput	-0.01	[-0.06, +0.04]	1	Logs
➖	file_to_blackhole_500ms_latency	egress throughput	-0.05	[-0.42, +0.32]	1	Logs
➖	otlp_ingest_metrics	memory utilization	-0.08	[-0.23, +0.08]	1	Logs
➖	ddot_metrics	memory utilization	-0.11	[-0.31, +0.10]	1	Logs
➖	ddot_metrics_sum_cumulativetodelta_exporter	memory utilization	-0.25	[-0.48, -0.02]	1	Logs
➖	quality_gate_logs	% cpu utilization	-0.29	[-1.77, +1.20]	1	Logs bounds checks dashboard
➖	quality_gate_metrics_logs	memory utilization	-0.63	[-0.83, -0.43]	1	Logs bounds checks dashboard
➖	ddot_logs	memory utilization	-0.64	[-0.71, -0.58]	1	Logs
➖	docker_containers_cpu	% cpu utilization	-1.63	[-4.68, +1.42]	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_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_logs, bounds check intake_connections: 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_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_metrics_logs, bounds check intake_connections: 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.

agent-platform-auto-pr · 2025-08-11T09:57:07Z

Static quality checks

✅ Please find below the results from static quality gates
Comparison made with ancestor 791d697

Successful checks

Info

	Quality gate	Delta	On disk size (MiB)	Delta	On wire size (MiB)
✅	agent_deb_amd64	$${+0.03}$$	$${705.43}$$ < $${706.32}$$	$${+0.06}$$	$${172.89}$$ < $${173.81}$$
✅	agent_deb_amd64_fips	$${+0.03}$$	$${700.77}$$ < $${701.16}$$	$${-0.07}$$	$${171.79}$$ < $${172.71}$$
✅	agent_heroku_amd64	$${+0.03}$$	$${327.24}$$ < $${327.69}$$	$${-0.01}$$	$${87.23}$$ < $${88.19}$$
✅	agent_msi	$${+0.11}$$	$${979.94}$$ < $${982.08}$$	$${+0.02}$$	$${141.75}$$ < $${143.01}$$
✅	agent_rpm_amd64	$${+0.03}$$	$${705.42}$$ < $${706.31}$$	$${+0.01}$$	$${175.92}$$ < $${176.86}$$
✅	agent_rpm_amd64_fips	$${+0.03}$$	$${700.76}$$ < $${701.15}$$	$${+0.01}$$	$${173.95}$$ < $${174.95}$$
✅	agent_rpm_arm64	$${+0.04}$$	$${691.09}$$ < $${691.67}$$	$${-0.04}$$	$${159.65}$$ < $${160.7}$$
✅	agent_rpm_arm64_fips	$${+0.03}$$	$${687.31}$$ < $${687.54}$$	$${+0.1}$$	$${159.23}$$ < $${160.1}$$
✅	agent_suse_amd64	$${+0.03}$$	$${705.42}$$ < $${706.31}$$	$${+0.01}$$	$${175.92}$$ < $${176.86}$$
✅	agent_suse_amd64_fips	$${+0.03}$$	$${700.76}$$ < $${701.15}$$	$${+0.01}$$	$${173.95}$$ < $${174.95}$$
✅	agent_suse_arm64	$${+0.04}$$	$${691.09}$$ < $${691.67}$$	$${-0.04}$$	$${159.65}$$ < $${160.7}$$
✅	agent_suse_arm64_fips	$${+0.03}$$	$${687.31}$$ < $${687.54}$$	$${+0.1}$$	$${159.23}$$ < $${160.1}$$
✅	docker_agent_amd64	$${+0.03}$$	$${767.76}$$ < $${768.66}$$	$${-0.01}$$	$${260.61}$$ < $${261.52}$$
✅	docker_agent_arm64	$${+0.04}$$	$${777.71}$$ < $${778.35}$$	$${+0}$$	$${250.79}$$ < $${251.72}$$
✅	docker_agent_jmx_amd64	$${+0.03}$$	$${958.64}$$ < $${959.54}$$	$${+0}$$	$${329.24}$$ < $${330.15}$$
✅	docker_agent_jmx_arm64	$${+0.04}$$	$${957.31}$$ < $${957.95}$$	$${+0}$$	$${315.41}$$ < $${316.35}$$
✅	docker_cluster_agent_amd64	$${+0}$$	$${179.09}$$ < $${179.28}$$	$${-0}$$	$${63.24}$$ < $${63.96}$$
✅	docker_cluster_agent_arm64	$${-0}$$	$${196.58}$$ < $${196.79}$$	$${-0}$$	$${59.96}$$ < $${60.69}$$
✅	docker_cws_instrumentation_amd64	$${0}$$	$${7.07}$$ < $${7.12}$$	$${+0}$$	$${2.95}$$ < $${3.29}$$
✅	docker_cws_instrumentation_arm64	$${+0}$$	$${6.69}$$ < $${6.92}$$	$${+0}$$	$${2.71}$$ < $${3.07}$$
✅	docker_dogstatsd_amd64	$${0}$$	$${38.65}$$ < $${39.3}$$	$${+0}$$	$${14.92}$$ < $${15.76}$$
✅	docker_dogstatsd_arm64	$${0}$$	$${37.3}$$ < $${37.94}$$	$${-0}$$	$${14.37}$$ < $${14.83}$$
✅	dogstatsd_deb_amd64	$${0}$$	$${29.86}$$ < $${30.53}$$	$${+0}$$	$${7.87}$$ < $${8.75}$$
✅	dogstatsd_deb_arm64	$${0}$$	$${28.38}$$ < $${29.11}$$	$${+0}$$	$${6.81}$$ < $${7.71}$$
✅	dogstatsd_rpm_amd64	$${0}$$	$${29.86}$$ < $${30.53}$$	$${+0}$$	$${7.88}$$ < $${8.76}$$
✅	dogstatsd_suse_amd64	$${0}$$	$${29.86}$$ < $${30.53}$$	$${+0}$$	$${7.88}$$ < $${8.76}$$
✅	iot_agent_deb_amd64	$${0}$$	$${42.6}$$ < $${43.19}$$	$${+0}$$	$${11.12}$$ < $${11.98}$$
✅	iot_agent_deb_arm64	$${0}$$	$${40.33}$$ < $${40.92}$$	$${-0}$$	$${9.58}$$ < $${10.45}$$
✅	iot_agent_deb_armhf	$${0}$$	$${40.24}$$ < $${40.86}$$	$${-0}$$	$${9.69}$$ < $${10.56}$$
✅	iot_agent_rpm_amd64	$${0}$$	$${42.6}$$ < $${43.19}$$	$${-0}$$	$${11.14}$$ < $${12.0}$$
✅	iot_agent_suse_amd64	$${0}$$	$${42.6}$$ < $${43.19}$$	$${-0}$$	$${11.14}$$ < $${12.0}$$

…passed through json string now

…rors

…to prevent confusion between senders when submitting metrics

…de sense in the context of shared libraries

… relevant

…hambre/shared-library-check-cgo

aiuto

For agent-build

pgimalac

LGTM, mostly nitpicks !
Checking in the dll and so files for the e2e test is not great though, we should look for a workaround.

… in `aggregator` package util function signatures to be used in `python` package

…xposed

… check loader as it wasn't used outside the package

Enzu83 · 2025-12-12T12:16:20Z

/merge

dd-devflow-routing-codex · 2025-12-12T12:16:24Z

View all feedbacks in Devflow UI.

2025-12-12 12:16:23 UTC ℹ️ Start processing command /merge

2025-12-12 12:16:28 UTC ℹ️ MergeQueue: pull request added to the queue

The expected merge time in main is approximately 41m (p90).

2025-12-12 13:09:06 UTC ℹ️ MergeQueue: This merge request was merged

…ample check (#45815) ### What does this PR do? This PR adds the core part of Rust-based checks and an example of a Rust-based shared library check. The core part acts as the glue code between the check implementation in Rust and the Agent (Running the check, passing configuration, sending metrics...). Each check includes the core part in their implementation. ### Motivation Provide the source code for shared library checks used by the shared library loader implemented in: - #39676 ### Describe how you validated your changes - Compile the example check (package `example`) and have it loaded, scheduled and run by the Agent. - Verify that the metrics, service checks and events are correctly sent to the backend. They are defined in `pkg/collector/sharedlibrary/rustchecks/checks/example/src/check.rs` ### Additional Notes This code isn't used in the build or in any jobs, it's put here to experiment with Rust-based shared library checks. Co-authored-by: maxime.chambre <maxime.chambre@datadoghq.com>

Enzu83 added 8 commits August 5, 2025 13:03

feat: add sharedlibrary package in pkg/collector to run shared librar…

f7a7a86

…ies check

feat: partially implement loading and running shared libraries in cgo

6eafb80

feat: shared library checks can submit metric from callbacks they are…

0027ddd

… given, update cgo code in sharedlibrary package to pass the callbacks

refactor: clean up rust check and shared library loader package

76f856e

chore: disable every corecheck except for cpu check

c749cbf

fix: remove apm and process-agent init in agent.build invoke task

442114a

feat: commit shared libraries metrics so that they can be seen in the…

021b050

… dashboard

chore: remove cpu check from the scheduler have a running agent witho…

30fddb0

…ut any checks

github-actions Bot added team/agent-runtimes long review PR is complex, plan time to review it labels Aug 8, 2025

fix: include stdbool in sharedl ibrary c header for using bool type

9f9f9b0

Merge branch 'main' into maxime.chambre/shared-library-check-cgo

c1d5d24

Enzu83 added 3 commits August 11, 2025 09:44

feat: add windows support for shared libraries loader

0dac135

fix: load shared library windows function

fbb42c7

fix: error handling in loading shared libraries on windows

de2fd71

Enzu83 added 5 commits August 11, 2025 18:19

fix: apm config yaml

2e8c89f

refactor: better error handling in rust check and parameters are now …

b355574

…passed through json string now

chore: clean cgo callbacks code

389385e

feat: dynamic parameters in rust checks and rust checks now return er…

c8c23a3

…rors

fix: windows load shared library cgo function

37942de

Enzu83 changed the title ~~[AGENTRUN-613] Running shared libraries check using Cgo~~ Running shared libraries checks with Cgo Aug 13, 2025

Enzu83 and others added 6 commits August 13, 2025 13:43

fix: have shared libraries checks ID function returning the right ID …

9492234

…to prevent confusion between senders when submitting metrics

Merge branch 'main' into maxime.chambre/shared-library-check-cgo

b433eb7

feat: properly implement shared libraries check interface for what ma…

45409aa

…de sense in the context of shared libraries

Merge branch 'main' into maxime.chambre/shared-library-check-cgo

42d9a34

refactor: remove lazy loading of shared libraries loader as it wasn't…

7546f54

… relevant

Merge branch 'main' into maxime.chambre/shared-library-check-cgo

7f64f88

Enzu83 added 2 commits November 7, 2025 15:42

docs: precisions about calling dlopen and dlclose multiple times

0be599f

chore: reformat an e2e function call

41e071f

pgimalac removed the request for review from fabbing November 14, 2025 15:44

pgimalac added 2 commits November 28, 2025 15:36

Merge branch 'main' of github.com:DataDog/datadog-agent into maxime.c…

eb38689

…hambre/shared-library-check-cgo

fix: e2e imports

003b052

Enzu83 requested a review from pgimalac December 3, 2025 16:47

pducolin approved these changes Dec 3, 2025

View reviewed changes

aiuto approved these changes Dec 3, 2025

View reviewed changes

pgimalac approved these changes Dec 8, 2025

View reviewed changes

Enzu83 and others added 13 commits December 8, 2025 17:45

refactor: remove code duplication in python package, change c types…

bdfd7f7

… in `aggregator` package util function signatures to be used in `python` package

refactor: add methods to check context struct to not have its field e…

dc1f4a7

…xposed

refactor: remove export of function for creating a new shared library…

bf7a997

… check loader as it wasn't used outside the package

fix: linter issues

72afa75

Merge branch 'main' into maxime.chambre/shared-library-check-cgo

479dd70

refactor: e2e test imports

34e929f

Merge branch 'main' into maxime.chambre/shared-library-check-cgo

396c23f

feat: check for service checks and events in the e2e test

38638e0

refactor: simplify check unit tests architecture

e7d9672

refactor: refine shared library check loader unit tests

8d0ccf2

chore: rename some functions and add comments

86bab7f

chore: update some comments and function names

2dbd81c

Merge branch 'main' into maxime.chambre/shared-library-check-cgo

e2db1e9

dd-mergequeue Bot merged commit 1b0b2b3 into main Dec 12, 2025
292 checks passed

dd-mergequeue Bot deleted the maxime.chambre/shared-library-check-cgo branch December 12, 2025 13:09

github-actions Bot added this to the 7.75.0 milestone Dec 12, 2025

Enzu83 mentioned this pull request Feb 2, 2026

[AGENTRUN-784] feat: Rust-based shared library checks core with an example check #45815

Merged

kathiehuang mentioned this pull request Mar 11, 2026

[SVLS-8351] Add CPU Enhanced Metrics in Linux Azure Functions DataDog/serverless-components#77

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Enzu83 commented Aug 8, 2025 • edited Loading Uh oh! There was an error while loading. Please reload this page.

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What does this PR do?

Motivation

Describe how you validated your changes

Possible Drawbacks / Trade-offs

Additional Notes

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Go Package Import Differences

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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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Static quality checks

Info

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Enzu83 commented Dec 12, 2025

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