RUM-15138: Rebase trace sample rate against RUM session sample rate for correlated cross-product sampling by hamorillo · Pull Request #3342 · DataDog/dd-sdk-android

hamorillo · 2026-04-07T12:16:54Z

What does this PR do?

DeterministicTraceSampler now applies cross-product rebasing using sessionSampleRate × traceSampleRate / 100 whenever a valid session sample rate is available. This rebasing is provider-driven and no longer gated by rum.session.id on the span.

The session sample rate is propagated from RumSessionScope → RumContext → SDK feature context. ApmNetworkInstrumentationConfiguration reads it at instrumentation setup time via a sessionSampleRateProvider lambda and passes it to DeterministicTraceSampler. A compatibility fallback still reads session_sample_rate from span tags for integrations that bypass ApmNetworkInstrumentationConfiguration.

_dd.agent_psr now reports the same effective sample rate used by sampling decisions in instrumentation paths, including rebased rates when applicable.

Motivation

Previously, rebasing behavior and effective-rate reporting were inconsistent across paths. This change makes rebasing policy explicit and consistent: when a session sample rate is available, trace sampling is rebased to preserve the intended cross-product relationship between session and trace sampling.

Additional Notes

Session rate stability: RumSessionScope snapshots sessionSampleRate at renewSession() time rather than calling getSampleRate() on every getRumContext() invocation, so session-level metadata remains stable for the full session lifetime.

RumContextKeys: A new internal object centralises the session_sample_rate key in the trace module.

Follow-up

❓ 💡 We should consider, in the next major version, making DeterministicTraceSampler non-public so all instances are SDK-controlled. That would let us remove the span-tag compatibility fallback (session_sample_rate) and simplify sampling to a single internal effective-rate source.

Review checklist (to be filled by reviewers)

Feature or bugfix MUST have appropriate tests (unit, integration, e2e)
Make sure you discussed the feature or bugfix with the maintaining team in an Issue
Make sure each commit and the PR mention the Issue number (cf the CONTRIBUTING doc)

codecov-commenter · 2026-04-07T13:40:49Z

Codecov Report

❌ Patch coverage is 79.59184% with 20 lines in your changes missing coverage. Please review.
✅ Project coverage is 71.88%. Comparing base (1425287) to head (8f392fd).
⚠️ Report is 24 commits behind head on develop.

Files with missing lines	Patch %	Lines
...id/trace/ApmNetworkInstrumentationConfiguration.kt	80.00%	3 Missing and 1 partial ⚠️
...datadog/android/trace/DeterministicTraceSampler.kt	78.95%	0 Missing and 4 partials ⚠️
...ndroid/trace/internal/ApmNetworkInstrumentation.kt	82.35%	0 Missing and 3 partials ⚠️
...datadog/android/okhttp/trace/TracingInterceptor.kt	40.00%	2 Missing and 1 partial ⚠️
...dog/android/cronet/internal/DatadogCronetEngine.kt	50.00%	0 Missing and 2 partials ⚠️
...n/com/datadog/android/okhttp/DatadogInterceptor.kt	71.43%	1 Missing and 1 partial ⚠️
...android/internal/sampling/DeterministicSampling.kt	83.33%	0 Missing and 1 partial ⚠️
...trace/internal/net/ApmNetworkInstrumentationExt.kt	75.00%	0 Missing and 1 partial ⚠️

Additional details and impacted files

@@             Coverage Diff             @@
##           develop    #3342      +/-   ##
===========================================
+ Coverage    71.51%   71.88%   +0.37%     
===========================================
  Files          946      947       +1     
  Lines        34916    34988      +72     
  Branches      5920     5823      -97     
===========================================
+ Hits         24968    25149     +181     
+ Misses        8280     8237      -43     
+ Partials      1668     1602      -66

Files with missing lines	Coverage Δ
...adog/android/core/sampling/DeterministicSampler.kt	`80.95% <100.00%> (-4.23%)`	⬇️
.../datadog/android/rum/internal/domain/RumContext.kt	`100.00% <100.00%> (ø)`
...droid/rum/internal/domain/scope/RumSessionScope.kt	`91.77% <100.00%> (+0.80%)`	⬆️
...dog/android/trace/internal/RumContextPropagator.kt	`77.97% <100.00%> (+4.75%)`	⬆️
...android/internal/sampling/DeterministicSampling.kt	`83.33% <83.33%> (ø)`
...trace/internal/net/ApmNetworkInstrumentationExt.kt	`82.76% <75.00%> (+13.53%)`	⬆️
...dog/android/cronet/internal/DatadogCronetEngine.kt	`80.85% <50.00%> (-0.97%)`	⬇️
...n/com/datadog/android/okhttp/DatadogInterceptor.kt	`81.72% <71.43%> (+1.16%)`	⬆️
...ndroid/trace/internal/ApmNetworkInstrumentation.kt	`62.69% <82.35%> (+1.21%)`	⬆️
...datadog/android/okhttp/trace/TracingInterceptor.kt	`83.92% <40.00%> (+2.11%)`	⬆️
... and 2 more

... and 107 files with indirect coverage changes

🚀 New features to boost your workflow:

❄️ Test Analytics: Detect flaky tests, report on failures, and find test suite problems.

…or correlated cross-product sampling DeterministicTraceSampler now applies a cross-product rebasing formula when a span carries a RUM session ID tag: rebasedRate = sessionSampleRate × traceSampleRate / 100. Previously, the raw traceSampleRate was used as the sampling threshold regardless of whether the session ID was the hash key, causing the effective trace rate among RUM-tracked sessions to be incorrect. The session sample rate is propagated via RumContext (new sessionSampleRate field) into the SDK feature context, then written onto spans as a tag by RumContextPropagator alongside the existing RUM tags. DeterministicTraceSampler reads the tag at sampling time and applies the rebasing; spans without a session ID tag continue to use the raw trace rate unchanged. RumSessionScope snapshots sessionSampleRate in renewSession() at the moment the sampling decision is made, ensuring the rate is immutable for the lifetime of that session.

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.../dd-sdk-android-trace/src/main/kotlin/com/datadog/android/trace/DeterministicTraceSampler.kt

...android-rum/src/main/kotlin/com/datadog/android/rum/internal/domain/scope/RumSessionScope.kt

...dd-sdk-android-rum/src/test/kotlin/com/datadog/android/rum/internal/domain/RumContextTest.kt

...oid-rum/src/test/kotlin/com/datadog/android/rum/internal/domain/scope/RumSessionScopeTest.kt

hamorillo · 2026-04-09T16:41:17Z

.../dd-sdk-android-trace/src/main/kotlin/com/datadog/android/trace/DeterministicTraceSampler.kt

 */
-open class DeterministicTraceSampler(
-    sampleRateProvider: () -> Float
+open class DeterministicTraceSampler private constructor(


❓ 💡 open on this class created some friction — external subclasses silently bypass the sessionSampleRateProvider wiring and can't access getSampleRate(DatadogSpan), both of which are needed for correct rebasing. Worth making this internal or at least final in the next major version. Or do we have a good reason to have it open. Wdyt?

@satween might be the best person to discuss this with.

open is the legacy came from the V2 version of the SDK. Please add todo with link to V4 ticket.

hamorillo · 2026-04-09T16:41:42Z

@codex review

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.../dd-sdk-android-trace/src/main/kotlin/com/datadog/android/trace/DeterministicTraceSampler.kt

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hamorillo · 2026-04-10T06:49:17Z

Thanks for your initial review, @ambushwork! While reviewing this comment, I tried to simplify and improve the changes, so it would be nice if you could take a second pass. 🙏

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...id-trace/src/main/kotlin/com/datadog/android/trace/ApmNetworkInstrumentationConfiguration.kt

…hing the actual sampling decision applyPriority() and RequestTracingState.sampleRate now use a span-aware effectiveSampleRate() lookup instead of the argument-less getSampleRate(). For spans linked to an active RUM session the rebased rate is reported; for spans without a session ID the raw trace rate is reported, eliminating the mismatch where the backend received a rebased PSR for non-session spans sampled at the raw trace rate. DeterministicTraceSampler gains an internal getSampleRate(DatadogSpan) method that resolves the effective rate per span, with a compatibility fallback to the session_sample_rate span tag for integrations that do not use ApmNetworkInstrumentationConfiguration. RumContextKeys centralises the session_sample_rate string constant across the trace module.

aleksandr-gringauz · 2026-04-10T09:23:21Z

.../dd-sdk-android-trace/src/main/kotlin/com/datadog/android/trace/DeterministicTraceSampler.kt

+
+    /** @inheritDoc */
+    override fun sample(item: DatadogSpan): Boolean {
+        val sampleRate = getSampleRate(item)


This looks like exactly the same code as DeterministicSampler.sample. Is it possible not to have the same algorithm implemented twice?

Good catch!

I would say to do that we need to extract that to a "public" place (or at least accesible for subclasses) for example:

DeterministicSampler.kt protected fun computeSamplingDecision(sampleRate: Float, id: ULong): Boolean { return when { sampleRate >= SAMPLE_ALL_RATE -> true sampleRate <= 0f -> false else -> { val hash = id * SAMPLER_HASHER val threshold = (MAX_ID.toDouble() * sampleRate / SAMPLE_ALL_RATE).toULong() hash < threshold } } } --- DeterministicSampler.kt override fun sample(item: T): Boolean = computeSamplingDecision(getSampleRate(), idConverter(item)) --- DeterministicTraceSampler.kt override fun sample(item: DatadogSpan): Boolean = computeSamplingDecision(getSampleRate(item), SpanSamplingIdProvider.provideId(item))

The reason the sample override exists at all is to call getSampleRate(item) instead of getSampleRate() — the item-aware version is needed to support the legacy instantiation path where no sessionSampleRateProvider is wired up and the session rate is read from the span tag instead. The parent's sample would silently miss that fallback.

Unless you consider this a blocker, I'd prefer to keep the duplication for now and avoid widening the API surface. In a future major version, if the legacy constructors can be removed, the override could be dropped entirely and the parent's sample would suffice.

Wdyt?

I'd prefer to keep the duplication for now and avoid widening the API surface

Can you make computeSamplingDecision in your proposed solution internal instead of protected and make it some standalone function not tied to DeterministicSampler or DeterministicTraceSampler? This way you don't have to change the API of DeterministicSampler at all.

As discussed I've moved the computeSamplingDecision to dd-sdk-android-internal.

…ernal Moves the core hash-and-threshold computation into a shared top-level function `computeSamplingDecision` in `dd-sdk-android-internal`, removing the duplicated implementation from both `DeterministicSampler` and `DeterministicTraceSampler`. Adds unit tests for the extracted function.

0xnm · 2026-04-13T14:51:25Z

...id-trace/src/main/kotlin/com/datadog/android/trace/ApmNetworkInstrumentationConfiguration.kt

+            val sessionSampleRateProvider: () -> Float = {
+                resolveSessionSampleRate(
+                    (sdkRef.get() as? InternalSdkCore)
+                        ?.getFeatureContext(Feature.RUM_FEATURE_NAME, useContextThread = false)


getFeatureContext is a dangerous call, because it involves locking. Maybe it is better to use FeatureContextUpdateReceiver?

Codex mentioned something similar in this comment #3342 (comment) so I added useContextThread = false.

IIUC it still acquires a readLock which is where you see the danger, right? Anyway, let me try your suggestion as it looks safer.

Suggestion applied!

satween

Two additional things to check before proceed:

ApmInstrumentation is an experimental API that we gonna move to from TracingInterceptor/DatadogInterceptor and that already used in Cronet. But untill then - you have to support TracingInterceptor/DatadogInterceptor as well.
Note that there is another effective sampling calculation logic that is applied to the telemetry event. Make sure that your changes properly works with that one

satween · 2026-04-13T15:05:03Z

.../dd-sdk-android-trace/src/main/kotlin/com/datadog/android/trace/DeterministicTraceSampler.kt

 */
-open class DeterministicTraceSampler(
-    sampleRateProvider: () -> Float
+open class DeterministicTraceSampler private constructor(


open is the legacy came from the V2 version of the SDK. Please add todo with link to V4 ticket.

satween · 2026-04-13T15:12:08Z

...trace/src/main/kotlin/com/datadog/android/trace/internal/net/ApmNetworkInstrumentationExt.kt


+internal fun Sampler<DatadogSpan>.effectiveSampleRate(span: DatadogSpan): Float? {
+    return when (this) {
+        is DeterministicTraceSampler -> getSampleRate(span)


I think this is not the best API design, as this layer becomes aware of the implementation of the Sampler interface.

Maybe we should add getSampleRate(T) method with the default implementation with fallback to getSampleRate()?

this will keep implementation isolated from the caller side + wont break backward compatibility. And in DeterministicTraceSampler you could implement independent behaviour. WDYT?

This is a good point. I totally agree that this is far from an ideal solution.

I considered that option before implementation but adding getSampleRate(T) on the Sampler interface sounds like an unnecessary refactor considering that and some point we'll be able to get rid of that method. We only need getSampleRate(T) due to the legacy classes but when remove and make those private/internal we won't need that method anymore.

The extension function with the when (this is ...) check is admittedly not clean, but it keeps the coupling contained and co-located with the V4 TODO, rather than leaving a footprint on the interface.

satween · 2026-04-13T15:13:42Z

...es/dd-sdk-android-trace/src/main/kotlin/com/datadog/android/trace/internal/RumContextKeys.kt

+
+internal object RumContextKeys {
+    // Must match RumContext.SESSION_SAMPLE_RATE in dd-sdk-android-rum.
+    internal const val SESSION_SAMPLE_RATE = "session_sample_rate"


Please move it to the LogAttributes as they used for the RUM context propagation anyway. We should move them out of the LogAttributes for sure, but it should be made with the major version update. Before that moment, let's reduce files that holds constants for RUM context propagation

Done c8f50f9

satween · 2026-04-13T15:19:04Z

...ndroid-internal/src/main/java/com/datadog/android/internal/sampling/DeterministicSampling.kt

+ * @param id a stable numerical identifier derived from the item being sampled.
+ * @return true if the item should be sampled, false otherwise.
+ */
+fun computeSamplingDecision(sampleRate: Float, id: ULong): Boolean {


why did you moved this code out of the DeterministicSampler ? It's seems like only descendants of it are using it...

You can see the discussion: #3342 (comment)

…pdateReceiver for session sample rate caching

hamorillo

Thanks for your review @satween. Really appreciate it.

But until then - you have to support TracingInterceptor/DatadogInterceptor as well.

This part should be already covered as they are using com.datadog.android.trace.DeterministicTraceSampler and we've implemented the getSampleRate(item: DatadogSpan): Float to cover that case where we need to extract the RUM session sample rate from the span.

While reviewing your comment is true that I found an issue where we weren't sending the right sample rate in _dd.agent_psr and _dd.rule_psr. Should be fixed here with a similar (not ideal) approach. For more context see: #3342 (comment)

Note that there is another effective sampling calculation logic that is applied to the telemetry event. Make sure that your changes properly works with that one

I would say, that part shouldn't be affected by the changes in this PR.

hamorillo · 2026-04-14T10:53:28Z

...trace/src/main/kotlin/com/datadog/android/trace/internal/net/ApmNetworkInstrumentationExt.kt


+internal fun Sampler<DatadogSpan>.effectiveSampleRate(span: DatadogSpan): Float? {
+    return when (this) {
+        is DeterministicTraceSampler -> getSampleRate(span)


This is a good point. I totally agree that this is far from an ideal solution.

I considered that option before implementation but adding getSampleRate(T) on the Sampler interface sounds like an unnecessary refactor considering that and some point we'll be able to get rid of that method. We only need getSampleRate(T) due to the legacy classes but when remove and make those private/internal we won't need that method anymore.

The extension function with the when (this is ...) check is admittedly not clean, but it keeps the coupling contained and co-located with the V4 TODO, rather than leaving a footprint on the interface.

hamorillo · 2026-04-14T12:40:28Z

...id-trace/src/main/kotlin/com/datadog/android/trace/ApmNetworkInstrumentationConfiguration.kt

+            val sessionSampleRateProvider: () -> Float = {
+                resolveSessionSampleRate(
+                    (sdkRef.get() as? InternalSdkCore)
+                        ?.getFeatureContext(Feature.RUM_FEATURE_NAME, useContextThread = false)


Suggestion applied!

hamorillo · 2026-04-14T14:08:22Z

...es/dd-sdk-android-trace/src/main/kotlin/com/datadog/android/trace/internal/RumContextKeys.kt

+
+internal object RumContextKeys {
+    // Must match RumContext.SESSION_SAMPLE_RATE in dd-sdk-android-rum.
+    internal const val SESSION_SAMPLE_RATE = "session_sample_rate"


Done c8f50f9

…in legacy interceptors Make DeterministicTraceSampler.getSampleRate(DatadogSpan) public so the legacy TracingInterceptor and DatadogInterceptor paths can call the span-aware overload at the PSR reporting sites. The type-check pattern mirrors the existing effectiveSampleRate approach in ApmNetworkInstrumentationExt. The session_sample_rate tag is already written onto the span by extractRumContext before the PSR metric is set, so the tag-based fallback fires correctly for samplers created via the legacy public constructors. getSampleRate(DatadogSpan) will be removed when the legacy interceptor path is retired in v4.

Replace the internal RumContextKeys object (single-constant file in dd-sdk-android-trace) with LogAttributes.RUM_SESSION_SAMPLE_RATE in dd-sdk-android-core, consistent with where the other RUM context propagation keys (RUM_SESSION_ID, RUM_VIEW_ID, etc.) are defined.

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hamorillo force-pushed the hector.morilloprieto/RUM-15138 branch from 6d2dcd7 to de100fe Compare April 7, 2026 13:06

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RUM-15138: Replace per-request getFeatureContext with FeatureContextU…

3adbf40

…pdateReceiver for session sample rate caching

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