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adding agents instrumentation to configure_azure_monitor #40043

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merged 4 commits into from
Mar 12, 2025
Merged

adding agents instrumentation to configure_azure_monitor #40043

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229b4d9
adding agents instrumentation to configure_azure_monitor
Mar 12, 2025
a40d90d
removing 2 from package names that was left from testing
Mar 12, 2025
3163323
adding sample and updating changelog
Mar 12, 2025
7ed7c32
changing to array of instrumentors
Mar 12, 2025
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4 changes: 2 additions & 2 deletions sdk/ai/azure-ai-projects/samples/agents/sample_agents_basics_with_azure_monitor_tracing.py
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Original file line number Diff line number Diff line change
Expand Up @@ -51,7 +51,7 @@

with tracer.start_as_current_span(scenario):
with project_client:
project_client.telemetry.enable()
#project_client.telemetry.enable()
# [END enable_tracing]
agent = project_client.agents.create_agent(
model=os.environ["MODEL_DEPLOYMENT_NAME"], name="my-assistant", instructions="You are helpful assistant"
Expand All @@ -62,7 +62,7 @@
print(f"Created thread, thread ID: {thread.id}")

message = project_client.agents.create_message(
thread_id=thread.id, role="user", content="Hello, tell me a joke"
thread_id=thread.id, role="user", content="Hello, tell me a hilarious joke"
)
print(f"Created message, message ID: {message.id}")

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3 changes: 3 additions & 0 deletions sdk/monitor/azure-monitor-opentelemetry/CHANGELOG.md
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Expand Up @@ -4,6 +4,9 @@

### Features Added

- Enable Azure AI Agents instrumentation
([#40043](https://github.com/Azure/azure-sdk-for-python/pull/40043))

### Breaking Changes

### Bugs Fixed
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43 changes: 27 additions & 16 deletions sdk/monitor/azure-monitor-opentelemetry/azure/monitor/opentelemetry/_configure.py
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Expand Up @@ -269,20 +269,31 @@ def _setup_additional_azure_sdk_instrumentations(configurations: Dict[str, Confi
_logger.debug("Instrumentation skipped for library azure_sdk")
return

try:
from azure.ai.inference.tracing import AIInferenceInstrumentor # pylint: disable=import-error,no-name-in-module
except Exception as ex: # pylint: disable=broad-except
_logger.debug(
"Failed to import AIInferenceInstrumentor from azure-ai-inference",
exc_info=ex,
)
return
instrumentors = [
("azure.ai.inference.tracing", "AIInferenceInstrumentor"),
("azure.ai.projects.telemetry.agents", "AIAgentsInstrumentor")
]

try:
AIInferenceInstrumentor().instrument()
except Exception as ex: # pylint: disable=broad-except
_logger.warning(
"Exception occurred when instrumenting: %s.",
"azure-ai-inference",
exc_info=ex,
)
for module_path, class_name in instrumentors:
instrumentor_imported = False
try:
module = __import__(module_path, fromlist=[class_name])
instrumentor_imported = True
except Exception as ex: # pylint: disable=broad-except
_logger.debug(
"Failed to import %s from %s",
class_name,
module_path,
exc_info=ex,
)

if instrumentor_imported:
try:
instrumentor_class = getattr(module, class_name)
instrumentor_class().instrument()
except Exception as ex: # pylint: disable=broad-except
_logger.warning(
"Exception occurred when instrumenting using: %s.",
class_name,
exc_info=ex,
)
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