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feat(llmobs): propagate session_id across distributed traces [MLOB-7756]#5011

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nicole-cybul/llmobs-session-id-propagation
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feat(llmobs): propagate session_id across distributed traces [MLOB-7756]#5011
ncybul wants to merge 5 commits into
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nicole-cybul/llmobs-session-id-propagation

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@ncybul

@ncybul ncybul commented Jul 9, 2026

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What Does This Do

Adds LLMObs session_id to the cross-service propagation set (_dd.p.llmobs_sid), so a downstream service's LLM spans inherit the session_id set on an upstream service's span. Mirrors the existing ml_app propagation and the dd-trace-py change in dd-trace-py#18952.

Changes

  • internal/llmobs/context.go — add SessionID to PropagatedLLMSpan.
  • internal/llmobs/span.go — add SessionID() accessor; propagatedSessionID falls back to s.propagated.SessionID (mirrors propagatedMLApp).
  • ddtrace/tracer/span.go — add keyPropagatedLLMObsSessionID (_dd.p.llmobs_sid); inject the active span's resolved session in setLLMObsPropagatingTags (only when non-empty, to conserve x-datadog-tags budget).
  • ddtrace/tracer/context.go — extract _dd.p.llmobs_sid in propagatedLLMSpanFromTags.

The tag key _dd.p.llmobs_sid matches the wire contract agreed across SDKs (dd-trace-py, dd-trace-js): the llmobs_ namespace is kept (consistent with _dd.p.llmobs_parent_id / _ml_app / _trace_id) while session_id is shortened to sid to conserve the x-datadog-tags budget.

An explicit session_id on a span still takes precedence over a propagated one.

Scope note

This PR is cross-service propagation only. It does not add the in-process "trace-level default" (a sibling under a session-less parent inheriting the trace's session), which py/js get via their trace-shared propagating bag. In go, internal/llmobs can't reach the tracer's trace-level propagating tags (one-way import boundary), so a trace default would need a separate trace-scoped store with lifecycle management — deferred as a follow-up. Go already covers the common case (session on the root span → all descendants inherit via the parent-chain walk).

Testing

Simulating a distributed session (trace)

  • session_id:my-session set in service A which calls service B and inherits the same session ID

Simulating session inheritance in a trace unless explicitly annotated (trace)

  • root span sets session_id:my-session which is inherited by its children spans except those explicitly annotated with session_id:other-session

MLOB-7756

Add session_id to the LLMObs propagating tag set
(_dd.p.llmobs_session_id), mirroring ml_app: inject the active span's
resolved session, extract it into PropagatedLLMSpan, and fall back to
the propagated session in propagatedSessionID. A downstream service's
LLM spans now inherit the session_id set upstream; an explicit
session_id still takes precedence.

MLOB-7756

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
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Config Audit

PACKAGE: contrib/cloud.google.com/go/pubsubtrace
  STATUS      CONFIG                                            CALL_SITES
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PACKAGE: contrib/confluentinc/confluent-kafka-go/kafkatrace
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PACKAGE: ddtrace/opentelemetry/log
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PACKAGE: ddtrace/opentelemetry/metric
  STATUS      CONFIG                                             CALL_SITES
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  UNMIGRATED  OTEL_SERVICE_NAME                                  1

PACKAGE: ddtrace/tracer
  STATUS      CONFIG                                    CALL_SITES
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  STILL_READ  DD_TRACE_PROPAGATION_BEHAVIOR_EXTRACT     1
  STILL_READ  DD_TRACE_PROPAGATION_EXTRACT_FIRST        1
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PACKAGE: instrumentation
  STATUS      CONFIG                                       CALL_SITES
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PACKAGE: instrumentation/graphql
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PACKAGE: internal/appsec/listener/httpsec
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  UNMIGRATED  DD_TRACE_CLIENT_IP_HEADER  1

PACKAGE: internal/bazel
  STATUS      CONFIG                                  CALL_SITES
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PACKAGE: internal/civisibility/envconfig
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PACKAGE: internal/civisibility/integrations
  STATUS      CONFIG                                               CALL_SITES
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PACKAGE: internal/civisibility/integrations/gotesting
  STATUS      CONFIG                                                           CALL_SITES
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PACKAGE: internal/civisibility/integrations/logs
  STATUS      CONFIG                        CALL_SITES
  UNMIGRATED  DD_CIVISIBILITY_LOGS_ENABLED  1

PACKAGE: internal/civisibility/utils
  STATUS      CONFIG                              CALL_SITES
  STILL_READ  DD_SERVICE                          1
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PACKAGE: internal/civisibility/utils/net
  STATUS      CONFIG                             CALL_SITES
  STILL_READ  DD_API_KEY                         1
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  STILL_READ  DD_SERVICE                         1
  STILL_READ  DD_SITE                            1
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PACKAGE: internal/civisibility/utils/telemetry
  STATUS      CONFIG                                         CALL_SITES
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PACKAGE: internal/globalconfig
  STATUS      CONFIG                           CALL_SITES
  UNMIGRATED  DD_INSTRUMENTATION_INSTALL_ID    1
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PACKAGE: internal/hostname
  STATUS      CONFIG       CALL_SITES
  UNMIGRATED  DD_HOSTNAME  1

PACKAGE: internal/namingschema
  STATUS      CONFIG                                             CALL_SITES
  STILL_READ  DD_SERVICE                                         1
  STILL_READ  DD_TRACE_SPAN_ATTRIBUTE_SCHEMA                     1
  UNMIGRATED  DD_TRACE_REMOVE_INTEGRATION_SERVICE_NAMES_ENABLED  1

PACKAGE: internal/processtags
  STATUS      CONFIG                                          CALL_SITES
  UNMIGRATED  DD_EXPERIMENTAL_PROPAGATE_PROCESS_TAGS_ENABLED  1

PACKAGE: internal/remoteconfig
  STATUS      CONFIG                                  CALL_SITES
  STILL_READ  DD_ENV                                  1
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PACKAGE: internal/stacktrace
  STATUS      CONFIG                           CALL_SITES
  UNMIGRATED  DD_APPSEC_MAX_STACK_TRACE_DEPTH  1
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PACKAGE: internal/telemetry
  STATUS      CONFIG                                             CALL_SITES
  STILL_READ  DD_API_KEY                                         1
  STILL_READ  DD_SITE                                            1
  UNMIGRATED  DD_API_SECURITY_ENDPOINT_COLLECTION_MESSAGE_LIMIT  1
  UNMIGRATED  DD_INSTRUMENTATION_TELEMETRY_ENABLED               1
  UNMIGRATED  DD_TELEMETRY_DEBUG                                 1
  UNMIGRATED  DD_TELEMETRY_DEPENDENCY_COLLECTION_ENABLED         1
  UNMIGRATED  DD_TELEMETRY_EXTENDED_HEARTBEAT_INTERVAL           1
  UNMIGRATED  DD_TELEMETRY_HEARTBEAT_INTERVAL                    1
  UNMIGRATED  DD_TELEMETRY_LOG_COLLECTION_ENABLED                1
  UNMIGRATED  DD_TELEMETRY_METRICS_ENABLED                       1

PACKAGE: openfeature
  STATUS      CONFIG                                                     CALL_SITES
  STILL_READ  DD_ENV                                                     2
  STILL_READ  DD_EXPERIMENTAL_FLAGGING_PROVIDER_ENABLED                  1
  STILL_READ  DD_SERVICE                                                 2
  STILL_READ  DD_VERSION                                                 2
  UNMIGRATED  DD_EXPERIMENTAL_FLAGGING_PROVIDER_SPAN_ENRICHMENT_ENABLED  1
  UNMIGRATED  DD_FLAGGING_EVALUATION_COUNTS_ENABLED                      1

PACKAGE: profiler
  STATUS      CONFIG                                    CALL_SITES
  STILL_READ  DD_API_KEY                                1
  STILL_READ  DD_ENV                                    1
  STILL_READ  DD_SERVICE                                1
  STILL_READ  DD_SITE                                   1
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Tests

🎉 All green!

🧪 All tests passed
❄️ No new flaky tests detected

🎯 Code Coverage (details)
Patch Coverage: 100.00%
Overall Coverage: 58.92% (+7.55%)

This comment will be updated automatically if new data arrives.
🔗 Commit SHA: 4239375 | Docs | Datadog PR Page | Give us feedback!

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pr-commenter Bot commented Jul 9, 2026

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Benchmarks

Benchmark execution time: 2026-07-15 12:16:43

Comparing candidate commit 6eea11e in PR branch nicole-cybul/llmobs-session-id-propagation with baseline commit 5774a34 in branch main.

Found 0 performance improvements and 0 performance regressions! Performance is the same for 326 metrics, 0 unstable metrics, 1 flaky benchmarks without significant changes.

Explanation

This is an A/B test comparing a candidate commit's performance against that of a baseline commit. Performance changes are noted in the tables below as:

  • 🟩 = significantly better candidate vs. baseline
  • 🟥 = significantly worse candidate vs. baseline

We compute a confidence interval (CI) over the relative difference of means between metrics from the candidate and baseline commits, considering the baseline as the reference.

If the CI is entirely outside the configured SIGNIFICANT_IMPACT_THRESHOLD (or the deprecated UNCONFIDENCE_THRESHOLD), the change is considered significant.

Feel free to reach out to #apm-benchmarking-platform on Slack if you have any questions.

More details about the CI and significant changes

You can imagine this CI as a range of values that is likely to contain the true difference of means between the candidate and baseline commits.

CIs of the difference of means are often centered around 0%, because often changes are not that big:

---------------------------------(------|---^--------)-------------------------------->
                              -0.6%    0%  0.3%     +1.2%
                                 |          |        |
         lower bound of the CI --'          |        |
sample mean (center of the CI) -------------'        |
         upper bound of the CI ----------------------'

As described above, a change is considered significant if the CI is entirely outside the configured SIGNIFICANT_IMPACT_THRESHOLD (or the deprecated UNCONFIDENCE_THRESHOLD).

For instance, for an execution time metric, this confidence interval indicates a significantly worse performance:

----------------------------------------|---------|---(---------^---------)---------->
                                       0%        1%  1.3%      2.2%      3.1%
                                                  |   |         |         |
       significant impact threshold --------------'   |         |         |
                      lower bound of CI --------------'         |         |
       sample mean (center of the CI) --------------------------'         |
                      upper bound of CI ----------------------------------'

Known flaky benchmarks

These benchmarks are marked as flaky and will not trigger a failure. Modify FLAKY_BENCHMARKS_REGEX to control which benchmarks are marked as flaky.

Known flaky benchmarks without significant changes:

  • scenario:BenchmarkOTLPTraceWriterFlush

Matches the wire contract agreed in dd-trace-py#18952: keep the llmobs_
namespace, shorten session_id -> sid to conserve x-datadog-tags budget.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@ncybul ncybul marked this pull request as ready for review July 13, 2026 14:43
@ncybul ncybul requested review from a team as code owners July 13, 2026 14:43
@ncybul ncybul requested review from rarguelloF and removed request for a team July 13, 2026 14:43

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Reviewed commit: 9d5e22ef4f

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Comment thread ddtrace/tracer/span.go

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LGTM!

LLMObs propagation tags are trace-scoped, so a session-bearing span's
_dd.p.llmobs_sid lingered when a later active LLM span had no session,
causing downstream services to inherit an unrelated session. Unset the tag
when the active span has no session, mirroring keyPropagatedUserID.

Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
@kakkoyun

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We need a stamp from @DataDog/ml-observability

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5 participants