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feat(eventhubs): add distributed tracing to the clients - #7339

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j7nw4r:feat/7336-eventhubs-tracing
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feat(eventhubs): add distributed tracing to the clients#7339
Johnathan W (j7nw4r) wants to merge 12 commits into
Azure:mainfrom
j7nw4r:feat/7336-eventhubs-tracing

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@j7nw4r Johnathan W (j7nw4r) commented Aug 15, 2026

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Summary

The Event Hubs C++ SDK emits no distributed tracing spans. Producer and consumer operations stay invisible to OpenTelemetry-based observability pipelines. This change adds provider-neutral spans on send and receive, built only on the azure-core tracing abstraction.

Motivation

Distributed tracing is a GA requirement in the Azure SDK guidelines. Without spans on send and receive, users cannot correlate Event Hubs traffic with the rest of a traced application. The azure-core tracing abstraction already provides a provider-neutral API, so the instrumentation adds no new dependency.

Changes

  • Adds a public std::shared_ptr<Azure::Core::Tracing::TracerProvider> TracingProvider field to ProducerClientOptions and ConsumerClientOptions.
  • Every ProducerClient::Send overload creates exactly one span ProducerClient.Send with SpanKind::Producer. The span covers the batch creation, which opens the AMQP link, and the whole retry loop, so a connection failure is recorded and retries add no extra top-level span.
  • PartitionClient::ReceiveEvents creates one span PartitionClient.ReceiveEvents with SpanKind::Client; the receive count is the size of the returned vector, not the internal prefetch count.
  • Span attributes use the OpenTelemetry semantic conventions 1.17.0 names, because the azure-core-tracing-opentelemetry adapter pins schema 1.17.0: az.namespace, messaging.system, messaging.destination.name, messaging.operation, messaging.batch.message_count, net.peer.name. server.address is not used because it post-dates schema 1.17.0.
  • The instrumentation scope is azure-messaging-eventhubs-cpp with the package version.
  • On failure or cancellation the span records the exception and the method rethrows unchanged. Failures that the retry loop absorbs set no final span status.
  • With no TracingProvider set, no span is created and no tracing data is recorded. The span helper returns before it adds any attribute, so the path costs 2 heap allocations for each operation. Both come from the child context that azure-core derives, and issue TracingContextFactory allocates when no tracer is configured #7340 tracks removing them.
  • Adds a shared helper in src/private/eventhubs_tracing.hpp and src/eventhubs_tracing.cpp.
  • EventDataBatch::NumberOfEvents() becomes const and its mutex becomes mutable, because Send takes EventDataBatch const& and must read the batch count. This is source-compatible.
  • messaging.batch.message_count goes out as an unsigned integer attribute, which matches the type the 1.17.0 convention defines.
  • Adds 16 unit tests in test/ut/eventhubs_tracing_test.cpp with local test doubles; they need no OpenTelemetry and no live service.
  • Adds one live-only test for the receive span in test/ut/consumer_client_test.cpp, because a PartitionClient needs a live AMQP link.
  • No opentelemetry-cpp dependency is added; vcpkg.json is untouched.

Deferred to follow-up work: cross-message trace-context propagation, remote-parent extraction, and span links for batches are not in this pull request. Azure Core has no API for them today; the only propagation API is Span::PropagateToHttpHeaders, and CreateSpanOptions has no Links member. Issue #7336 asks for these to be designed in Azure Core or tracked as a follow-up rather than bypassed with Event Hubs-specific OpenTelemetry calls.

Cross-language note: the .NET SDK emits a send span for Event Hubs and sets az.namespace to Microsoft.EventHub, which this change matches. The .NET SDK creates no receive span on the pull path, so the PartitionClient.ReceiveEvents span follows the OpenTelemetry messaging conventions rather than a .NET precedent. The Go azeventhubs package ships no tracing today.

Known limitations: the PartitionClient::ReceiveEvents span is covered only by a live-only test, because a PartitionClient is reachable only through a factory that opens a real AMQP link. CI runs in playback and skips that test, so the receive span has no coverage in CI. An offline seam needs a change in azure-core-amqp, tracked in issue #7341.

Test plan

  • Local unit test suite with AZURE_TEST_MODE=PLAYBACK: 100% tests passed, 0 tests failed out of 111 (the 94-test baseline plus the 17 new tests). The live-only receive-span test is skipped in playback and is unverified.
  • clang-format-11 --dry-run -Werror is clean over every changed C++ file.

Closes #7336

Add eventhubs_tracing_test.cpp with the recording tracer, span, and
attribute set doubles for the Event Hubs tracing work in issue 7336.

The tests pin the TracingProvider option on ProducerClientOptions and
ConsumerClientOptions, the eager tracer creation in both clients, the
ProducerClient.Send span shape on a cancelled context and on a
non-cancel exception, and the shape of the shared StartSpan helper for
PartitionClient.ReceiveEvents.

Tests 1 to 7 do not compile until the tracing source lands. The
TracingProvider member does not exist yet, and the private header
src/private/eventhubs_tracing.hpp does not exist yet.

SendWithoutProviderIsUnchanged is a characterization test. It passes
today. It guards the no-provider path against a null dereference after
the source lands.
ProducerClientOptions and ConsumerClientOptions gain a TracingProvider
field. Each client builds a TracingContextFactory from that field at
construction time. When the field is empty, the factory has no tracer
and the clients create no spans.

ProducerClient::Send creates one Producer span named
ProducerClient.Send. PartitionClient::ReceiveEvents creates one Client
span named PartitionClient.ReceiveEvents. Both spans carry the
messaging attributes, the az.namespace attribute, and the message
count. Both spans record an exception event and an error status, then
rethrow the original exception.

A new private helper, src/private/eventhubs_tracing.hpp, holds the
factory creation and the span shape, so the producer and the partition
client emit the same attributes.

EventDataBatch::NumberOfEvents is now const, and its mutex is mutable,
because Send takes the batch by const reference.

Trace-context propagation and span links stay deferred, because Azure
Core has no API for them.
Run clang-format-11 over eventhubs_tracing_test.cpp. The declarations
of AddAttributes and SetStatus on the recording span double broke the
Validate Clang Format step in CI.

The change is formatting only. No assertion, no test name, and no
behavior changed.
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Pull request overview

Adds provider-neutral distributed tracing to Event Hubs producer and consumer operations.

Changes:

  • Adds tracing-provider configuration and shared span helpers.
  • Instruments send and receive operations with messaging attributes and error recording.
  • Adds tracing tests, build integration, and changelog documentation.

Public API and tracing architecture changes require maintainer review.

Reviewed changes

Copilot reviewed 14 out of 14 changed files in this pull request and generated 5 comments.

Show a summary per file
File Description
CHANGELOG.md Documents distributed tracing support.
CMakeLists.txt Builds tracing helper sources.
inc/azure/messaging/eventhubs/consumer_client.hpp Adds consumer tracing configuration.
inc/azure/messaging/eventhubs/event_data_batch.hpp Makes event-count access const-safe.
inc/azure/messaging/eventhubs/partition_client.hpp Stores receive tracing context.
inc/azure/messaging/eventhubs/producer_client.hpp Adds producer tracing configuration.
src/consumer_client.cpp Propagates tracing into partition clients.
src/eventhubs_tracing.cpp Implements span creation and attributes.
src/partition_client.cpp Instruments receive operations.
src/private/eventhubs_tracing.hpp Declares shared tracing helpers.
src/private/eventhubs_utilities.hpp Extends partition-client factory inputs.
src/producer_client.cpp Instruments send operations.
test/ut/CMakeLists.txt Registers tracing tests.
test/ut/eventhubs_tracing_test.cpp Tests tracing options and span behavior.

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Comment thread sdk/eventhubs/azure-messaging-eventhubs/src/producer_client.cpp
Comment thread sdk/eventhubs/azure-messaging-eventhubs/src/eventhubs_tracing.cpp Outdated
Comment thread sdk/eventhubs/azure-messaging-eventhubs/src/eventhubs_tracing.cpp
Comment thread sdk/eventhubs/azure-messaging-eventhubs/test/ut/eventhubs_tracing_test.cpp Outdated
Comment thread sdk/eventhubs/azure-messaging-eventhubs/src/partition_client.cpp
ProducerClient::Send converted the batch to an AMQP message before it
started the span. An empty batch makes that conversion throw, so the
send failed before a span existed and nothing recorded the failure.

The conversion now runs at the top of the try block, after the span
starts. The existing catch clause adds the exception to the span and
rethrows, the same as every other send failure.
The OpenTelemetry semantic conventions at schema 1.17.0 define
messaging.batch.message_count as an int. The Event Hubs tracing helper
records it as a string, and the test doubles could not show the
difference, because they stringified every overload into one map.

TestAttributeSet and TestSpan now record a type tag for each attribute.
The tag names the overload that delivered the value. Three tests use it:
the receive span count and the send span count must arrive through the
uint64 overload, and SetMessageCount must stay quiet and safe when the
factory has no tracer. The first two tests are red today. The third one
is a characterization test that guards the null attribute set hazard.
The batch message count now goes out as an unsigned integer attribute,
which matches the OpenTelemetry semantic conventions at schema 1.17.0.
Before this change the helper wrote the count as a string.

SetMessageCount takes the tracing context factory, because the typed
attribute needs an attribute set. The helper guards the null attribute
set on the no-tracer path, because the factory returns nullptr when it
has no tracer and that pointer is not null safe.
The span helper built a std::string temporary for each attribute name
before it added the attribute. Two of the names are longer than the
libc++ small-string limit, so each call heap allocated even when the
client had no tracer and dropped every attribute.

The span helper now returns the tracing context immediately when the
factory has no tracer. The message count helper keeps its own null
attribute set guard, because PartitionClient::ReceiveEvents calls it
directly.

The remaining two allocations per operation come from azure-core and
are tracked in issue 7340.
The SingleSpan helper called front() on the tracer list after a
non-fatal EXPECT_EQ on the list size. When no tracer was created, that
call dereferenced an empty std::list and the test process ended in a
segmentation fault. The crash stopped the run, so the tests after the
first affected one never reported at all.

The helper now returns null when the tracer list is not the expected
size, so a failure reports through the caller's ASSERT_NE assertion
rather than a crash. This mirrors the guard that already protects the
spans list two lines later.
The receive span of PartitionClient::ReceiveEvents has no offline
coverage. A partition client comes only from a factory that opens a
live AMQP link, so no unit test can reach the span, the message count,
or the exception path.

This test runs against a real namespace. It gives the consumer client
a recording tracing provider, receives events from a partition, and
makes sure the span name, the span kind, the messaging attributes, and
the message count are correct. The count assertion compares the span
attribute with the size of the vector that ReceiveEvents returned.

The recording tracing test doubles move from eventhubs_tracing_test.cpp
into a shared header, because the live test lives in a different file.
The two convenience Send overloads build the batch before they send it,
and CreateBatch opens the connection, the session and the AMQP link. A
bad host fails there. Only the batch overload starts a span today, so
that failure unwinds with no span at all.

Add two offline tests that send one event and a vector of three events
against a fake connection string. Each test asserts one span named
ProducerClient.Send with the kind Producer, the message count as a
uint64 attribute, one recorded event and the Error status. Both fail
today because the provider holds zero spans.

Add a characterization test that keeps the no-provider path unchanged,
and a live test that sends one event and asserts a single span. The
live test catches a nested second span, which an offline test cannot
reach because CreateBatch always throws offline.
The convenience Send overloads made the batch first, and the batch
creation opens the connection, the session, and the AMQP link. A bad
host or a failed authentication threw there, and the stack unwound
before a span existed. A caller then saw no producer span for the
failed send.

Each public Send overload now starts one span, and one try/catch
records the exception on that span. A new private method,
SendBatchInSpan, holds the send body and starts no span, so one
logical send still makes one span. The convenience overloads pass the
span context to CreateBatch, which puts the link open under the span.

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Every review finding is fixed, and each fix is in its own commit. The empty-batch send now records a span, the batch message count goes out as an unsigned integer, the no-tracer path skips the attribute work, the test helper no longer crashes on an empty tracer list, and every ProducerClient::Send overload now creates exactly one span that covers the batch creation. The playback suite went from 94 tests to 111, all passing.

Two findings need work that does not belong here. Azure Core injects the tracing factory into the context even with no tracer, which costs 2 heap allocations for each operation, and the short-circuit cannot be written from a service package because ServiceSpan's default constructor is private. That is issue #7340. The send and receive paths also have no offline test seam, because MessageSender and MessageReceiver are both final types that only a live AMQP link produces, so azure-core-amqp has to publish its existing mock server before those spans can be checked in CI. That is issue #7341.

Two gaps stay open in this pull request, and I would rather state them than leave them implied. The receive span is covered only by a live-only test that CI skips. The rule that one logical Send makes one span is also live-only, because CreateBatch throws offline before the send logic runs, so no test that CI runs can tell a correct implementation from one that nests a second span. Both close when #7341 lands.

The measurements behind these claims are real rather than reasoned. I counted the allocations with a probe against the compiled library, reproduced the test crash and then removed it, and deleted the receive span block to confirm the suite never noticed.

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The tracing change added a TracingProvider field to
ProducerClientOptions and ConsumerClientOptions, but no document told
a user how to set it. The only repo document on tracing,
doc/DistributedTracing.md, showed clientOptions.Telemetry.TracingProvider.
That line does not compile for Event Hubs, because the two option
structs do not derive from Azure::Core::_internal::ClientOptions and
have no Telemetry field.

- Adds a "Distributed tracing" section to the Event Hubs README with a
  snippet that builds an OpenTelemetryProvider and sets TracingProvider
  on both client options.
- Lists the span names, the span kinds, and the attributes that the
  clients emit, and names the 1.17.0 semantic conventions schema.
- States that the client creates no spans when TracingProvider is not
  set, because there is no global fallback provider.
- Adds a note to doc/DistributedTracing.md for the clients that declare
  TracingProvider at the top level of their own options structure.
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Add distributed tracing instrumentation to the Event Hubs SDK

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