diff --git a/a2a/weather_service/pyproject.toml b/a2a/weather_service/pyproject.toml index cf23d96a..f486969b 100644 --- a/a2a/weather_service/pyproject.toml +++ b/a2a/weather_service/pyproject.toml @@ -17,13 +17,11 @@ dependencies = [ "pydantic-settings>=2.8.1", "langchain-mcp-adapters>=0.1.0", "python-keycloak>=5.5.1", - "opentelemetry-exporter-otlp", - # OpenTelemetry GenAI semantic convention instrumentation - # Emits spans with gen_ai.* attributes for MLflow compatibility - "opentelemetry-instrumentation-openai>=0.34b0", - # OpenInference for LangChain instrumentation and AGENT span semantics - "openinference-semantic-conventions>=0.1.12", - "openinference-instrumentation-langchain>=0.1.27", + "opentelemetry-sdk>=1.25.0", + "opentelemetry-exporter-otlp-proto-http>=1.25.0", + "openinference-instrumentation-langchain>=0.1.36", + "opentelemetry-instrumentation-openai>=0.42.0", + "opentelemetry-instrumentation-asgi>=0.46b0", ] [project.scripts] diff --git a/a2a/weather_service/src/weather_service/__init__.py b/a2a/weather_service/src/weather_service/__init__.py index 235755a7..53f7b30c 100644 --- a/a2a/weather_service/src/weather_service/__init__.py +++ b/a2a/weather_service/src/weather_service/__init__.py @@ -1,6 +1,6 @@ -"""Weather Service - OpenTelemetry Observability Setup""" +"""Weather Service - A2A weather agent with zero observability code. -from weather_service.observability import setup_observability - -# Initialize observability before importing agent -setup_observability() +All tracing and observability is handled externally by the AuthBridge +ext_proc sidecar which creates root spans and nested child spans from +the A2A SSE event stream. No OTEL dependencies needed in the agent. +""" diff --git a/a2a/weather_service/src/weather_service/agent.py b/a2a/weather_service/src/weather_service/agent.py index 5cc445a2..9347e5ef 100644 --- a/a2a/weather_service/src/weather_service/agent.py +++ b/a2a/weather_service/src/weather_service/agent.py @@ -1,8 +1,14 @@ +import asyncio +import json import logging import os import uvicorn from textwrap import dedent +# Initialize OTEL before importing instrumented libraries +from weather_service.observability import setup_observability, wrap_asgi_app +setup_observability() + from a2a.server.agent_execution import AgentExecutor, RequestContext from a2a.server.apps import A2AStarletteApplication from a2a.server.events.event_queue import EventQueue @@ -13,15 +19,29 @@ from a2a.utils import new_agent_text_message, new_task from langchain_core.messages import HumanMessage -from starlette.middleware.base import BaseHTTPMiddleware - from weather_service.graph import get_graph, get_mcpclient -from weather_service.observability import create_tracing_middleware, set_span_output, get_root_span logging.basicConfig(level=logging.DEBUG) logger = logging.getLogger(__name__) +def _serialize_event(value): + """Serialize a LangGraph event value to JSON-compatible dict. + + Converts LangChain message objects to dicts via model_dump() so the + ext_proc can parse structured GenAI attributes (token counts, model, etc). + """ + if isinstance(value, dict) and "messages" in value: + msgs = [] + for msg in value["messages"]: + if hasattr(msg, "model_dump"): + msgs.append(msg.model_dump()) + else: + msgs.append(str(msg)) + return {"messages": msgs} + return value + + def get_agent_card(host: str, port: int): """Returns the Agent Card for the AG2 Agent.""" capabilities = AgentCapabilities(streaming=True) @@ -91,7 +111,36 @@ class WeatherExecutor(AgentExecutor): """ A class to handle weather assistant execution for A2A Agent. """ + def __init__(self, task_store=None): + self._cancelled = False + self._task_store = task_store + async def execute(self, context: RequestContext, event_queue: EventQueue): + """ + Shield the agent execution from SSE client disconnects. + + The A2A SDK cancels execute() when the SSE connection drops. By + shielding the actual work, the LangGraph execution runs to completion + and the result is stored in the task store regardless of whether + anyone is listening to the stream. + + Explicit cancellation via tasks/cancel still works β€” it sets the + _cancelled flag which the shielded execution checks. + """ + self._cancelled = False + task = asyncio.ensure_future(self._do_execute(context, event_queue)) + try: + await asyncio.shield(task) + except asyncio.CancelledError: + if self._cancelled: + # Explicit cancel via tasks/cancel β€” propagate to the task + task.cancel() + logger.info("Agent execution cancelled via tasks/cancel") + else: + # SSE disconnect β€” let the task continue in the background + logger.info("Client disconnected, agent execution continues in background") + + async def _do_execute(self, context: RequestContext, event_queue: EventQueue): """ The agent allows to retrieve weather info through a natural language conversational interface """ @@ -112,8 +161,6 @@ async def execute(self, context: RequestContext, event_queue: EventQueue): input = {"messages": messages} logger.info(f'Processing messages: {input}') - # Note: Root span with MLflow attributes is created by tracing middleware - # Here we just run the agent logic - spans from LangChain are auto-captured output = None # Test MCP connection first @@ -127,38 +174,53 @@ async def execute(self, context: RequestContext, event_queue: EventQueue): logger.info(f'Successfully connected to MCP server. Available tools: {[tool.name for tool in tools]}') except Exception as tool_error: logger.error(f'Failed to connect to MCP server: {tool_error}') - await event_emitter.emit_event(f"Error: Cannot connect to MCP weather service at {os.getenv('MCP_URL', 'http://localhost:8000/sse')}. Please ensure the weather MCP server is running. Error: {tool_error}", failed=True) + try: + await event_emitter.emit_event(f"Error: Cannot connect to MCP weather service at {os.getenv('MCP_URL', 'http://localhost:8000/sse')}. Please ensure the weather MCP server is running. Error: {tool_error}", failed=True) + except Exception: + pass return graph = await get_graph(mcpclient) async for event in graph.astream(input, stream_mode="updates"): - await event_emitter.emit_event( - "\n".join( - f"πŸšΆβ€β™‚οΈ{key}: {str(value)[:256] + '...' if len(str(value)) > 256 else str(value)}" - for key, value in event.items() + try: + await event_emitter.emit_event( + "\n".join( + f"πŸšΆβ€β™‚οΈ{key}: {json.dumps(_serialize_event(value), default=str)}" + for key, value in event.items() + ) + + "\n" ) - + "\n" - ) + except Exception: + # SSE connection dropped β€” continue processing, skip event emission + logger.debug("Event emission failed (client likely disconnected), continuing execution") output = event logger.info(f'event: {event}') output = output.get("assistant", {}).get("final_answer") - # Set span output BEFORE emitting final event (for streaming response capture) - # This populates mlflow.spanOutputs, output.value, gen_ai.completion - # Use get_root_span() to get the middleware-created root span, not the - # current A2A span (trace.get_current_span() would return wrong span) - if output: - root_span = get_root_span() - if root_span and root_span.is_recording(): - set_span_output(root_span, str(output)) - - await event_emitter.emit_event(str(output), final=True) + try: + await event_emitter.emit_event(str(output), final=True) + except Exception: + logger.info(f"Final event emission failed (client disconnected)") + + # Always save completed task with artifact to the store. + # The emit_event may succeed (enqueue) but the SSE consumer may be + # gone, so the task store never gets the artifact via the normal path. + # This ensures tasks/get can return the result for trace recovery. + if self._task_store and task and output: + try: + import uuid + from a2a.types import TaskStatus, TaskState as TS, Artifact, TextPart as TP + task.status = TaskStatus(state=TS.completed) + task.artifacts = [Artifact(artifactId=str(uuid.uuid4()), parts=[TP(text=str(output))])] + await self._task_store.save(task) + logger.info(f"Task {task.id} saved to store with output ({len(str(output))} chars)") + except Exception as e: + logger.error(f"Failed to save task to store: {e}") async def cancel(self, context: RequestContext, event_queue: EventQueue) -> None: - """ - Not implemented - """ - raise Exception("cancel not supported") + """Cancel the agent execution.""" + self._cancelled = True + logger.info("Cancel requested for agent execution") def run(): """ @@ -166,9 +228,10 @@ def run(): """ agent_card = get_agent_card(host="0.0.0.0", port=8000) + task_store = InMemoryTaskStore() request_handler = DefaultRequestHandler( - agent_executor=WeatherExecutor(), - task_store=InMemoryTaskStore(), + agent_executor=WeatherExecutor(task_store=task_store), + task_store=task_store, ) server = A2AStarletteApplication( @@ -187,15 +250,7 @@ def run(): name='agent_card_new', )) - # Add tracing middleware - creates root span with MLflow/GenAI attributes - app.add_middleware(BaseHTTPMiddleware, dispatch=create_tracing_middleware()) - - # Add logging middleware - @app.middleware("http") - async def log_authorization_header(request, call_next): - auth_header = request.headers.get("authorization", "No Authorization header") - logger.info(f"πŸ” Incoming request to {request.url.path} with Authorization: {auth_header[:80] + '...' if len(auth_header) > 80 else auth_header}") - response = await call_next(request) - return response + # Wrap with OTEL ASGI middleware to extract traceparent from ext_proc + app = wrap_asgi_app(app) uvicorn.run(app, host="0.0.0.0", port=8000) diff --git a/a2a/weather_service/src/weather_service/observability.py b/a2a/weather_service/src/weather_service/observability.py index e713de94..2682f7b9 100644 --- a/a2a/weather_service/src/weather_service/observability.py +++ b/a2a/weather_service/src/weather_service/observability.py @@ -1,551 +1,110 @@ """ -OpenTelemetry observability setup for Weather Agent. +Optional OTEL auto-instrumentation for Weather Agent. -Key Features: -- Tracing middleware for root span with MLflow attributes -- Auto-instrumentation of LangChain with OpenInference -- Resource attributes for static agent metadata -- W3C Trace Context propagation for distributed tracing +Controlled by OTEL_INSTRUMENT env var: + - "none" β€” no agent-side instrumentation (ext_proc sidecar only) + - "openinference" β€” LangChainInstrumentor (OpenInference conventions) + - "openai" β€” OpenAIInstrumentor (gen_ai.* conventions) + +The ext_proc sidecar creates the root span and injects traceparent. +ASGI middleware here extracts that traceparent so auto-instrumented +spans become children of the ext_proc root span. """ -import json import logging import os -from contextvars import ContextVar -from typing import Dict, Any, Optional -from contextlib import contextmanager -from opentelemetry import trace, context -from opentelemetry.sdk.trace import TracerProvider -from opentelemetry.sdk.trace.export import BatchSpanProcessor -from opentelemetry.sdk.resources import Resource, SERVICE_NAME, SERVICE_VERSION -from opentelemetry.trace import Status, StatusCode, SpanKind -from opentelemetry.propagate import set_global_textmap, extract -from opentelemetry.propagators.composite import CompositePropagator -from opentelemetry.trace.propagation.tracecontext import TraceContextTextMapPropagator -from opentelemetry.baggage.propagation import W3CBaggagePropagator logger = logging.getLogger(__name__) -# Agent metadata (static, used in Resource and spans) -AGENT_NAME = "weather-assistant" -AGENT_VERSION = "1.0.0" -AGENT_FRAMEWORK = "langchain" - -# ContextVar to pass root span from middleware to agent code -# This allows execute() to access the middleware-created root span -# even though trace.get_current_span() would return a child span -_root_span_var: ContextVar = ContextVar('root_span', default=None) - +OTEL_INSTRUMENT = os.getenv("OTEL_INSTRUMENT", "none").lower() -def get_root_span(): - """Get the root span created by tracing middleware. +# Stash the provider so wrap_asgi_app can use it +_tracer_provider = None - Use this instead of trace.get_current_span() when you need to set - attributes on the root span (e.g., mlflow.spanOutputs for streaming). - Returns: - The root span, or None if not in a traced request context. - """ - return _root_span_var.get() - -# OpenInference semantic conventions -try: - from openinference.semconv.trace import SpanAttributes, OpenInferenceSpanKindValues - OPENINFERENCE_AVAILABLE = True -except ImportError: - OPENINFERENCE_AVAILABLE = False - logger.warning("openinference-semantic-conventions not available") +def setup_observability(): + """Initialize OTEL tracing and auto-instrumentation based on OTEL_INSTRUMENT env var.""" + global _tracer_provider + if OTEL_INSTRUMENT == "none": + logger.info("[OTEL] Instrumentation disabled (OTEL_INSTRUMENT=none)") + return -def _get_otlp_exporter(endpoint: str): - """Get HTTP OTLP exporter.""" + # Set up TracerProvider with OTLP exporter + from opentelemetry import trace + from opentelemetry.sdk.resources import Resource, SERVICE_NAME, SERVICE_VERSION + from opentelemetry.sdk.trace import TracerProvider + from opentelemetry.sdk.trace.export import BatchSpanProcessor from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter - if not endpoint.endswith("/v1/traces"): - endpoint = endpoint.rstrip("/") + "/v1/traces" - return OTLPSpanExporter(endpoint=endpoint) - + from opentelemetry.propagate import set_global_textmap + from opentelemetry.propagators.composite import CompositePropagator + from opentelemetry.trace.propagation.tracecontext import TraceContextTextMapPropagator + from opentelemetry.baggage.propagation import W3CBaggagePropagator -def setup_observability() -> None: - """ - Set up OpenTelemetry tracing with OpenInference instrumentation. - - Call this ONCE at agent startup, before importing agent code. - """ service_name = os.getenv("OTEL_SERVICE_NAME", "weather-service") - namespace = os.getenv("K8S_NAMESPACE_NAME", "team1") otlp_endpoint = os.getenv( "OTEL_EXPORTER_OTLP_ENDPOINT", - "http://otel-collector.kagenti-system.svc.cluster.local:8335" + "http://otel-collector.kagenti-system.svc.cluster.local:8335", ) + if not otlp_endpoint.endswith("/v1/traces"): + otlp_endpoint = otlp_endpoint.rstrip("/") + "/v1/traces" - logger.info("=" * 60) - logger.info("Setting up OpenTelemetry observability") - logger.info(f" Service: {service_name}") - logger.info(f" Namespace: {namespace}") - logger.info(f" OTLP Endpoint: {otlp_endpoint}") - logger.info("=" * 60) - - # Create resource with service and MLflow attributes - # Resource attributes are STATIC and apply to ALL spans/traces - # See: https://mlflow.org/docs/latest/genai/tracing/opentelemetry/ - resource = Resource(attributes={ - # Standard OTEL service attributes + resource = Resource({ SERVICE_NAME: service_name, - SERVICE_VERSION: AGENT_VERSION, - "service.namespace": namespace, - "k8s.namespace.name": namespace, - # MLflow static metadata (applies to all traces) - # These appear in MLflow trace list columns - "mlflow.traceName": AGENT_NAME, - "mlflow.source": service_name, - # GenAI static attributes - "gen_ai.agent.name": AGENT_NAME, - "gen_ai.agent.version": AGENT_VERSION, - "gen_ai.system": AGENT_FRAMEWORK, + SERVICE_VERSION: "1.0.0", }) + _tracer_provider = TracerProvider(resource=resource) + _tracer_provider.add_span_processor(BatchSpanProcessor(OTLPSpanExporter(endpoint=otlp_endpoint))) + trace.set_tracer_provider(_tracer_provider) - # Create and configure tracer provider - tracer_provider = TracerProvider(resource=resource) - tracer_provider.add_span_processor( - BatchSpanProcessor(_get_otlp_exporter(otlp_endpoint)) - ) - trace.set_tracer_provider(tracer_provider) - - # Auto-instrument LangChain with OpenInference - try: - from openinference.instrumentation.langchain import LangChainInstrumentor - LangChainInstrumentor().instrument() - logger.info("LangChain instrumented with OpenInference") - except ImportError: - logger.warning("openinference-instrumentation-langchain not available") - - # Configure W3C Trace Context propagation + # W3C Trace Context propagation so auto-instrumented spans + # become children of the ext_proc root span (via traceparent header) set_global_textmap(CompositePropagator([ TraceContextTextMapPropagator(), W3CBaggagePropagator(), ])) - # Instrument OpenAI for GenAI semantic conventions - try: - from opentelemetry.instrumentation.openai import OpenAIInstrumentor - OpenAIInstrumentor().instrument() - logger.info("OpenAI instrumented with GenAI semantic conventions") - except ImportError: - logger.warning("opentelemetry-instrumentation-openai not available") - - -# Tracer for manual spans - use OpenInference-compatible name -_tracer: Optional[trace.Tracer] = None -TRACER_NAME = "openinference.instrumentation.agent" - - -def get_tracer() -> trace.Tracer: - """Get tracer for creating manual spans.""" - global _tracer - if _tracer is None: - _tracer = trace.get_tracer(TRACER_NAME) - return _tracer - - -def _set_genai_mlflow_attributes( - span, - context_id: Optional[str] = None, - task_id: Optional[str] = None, - user_id: Optional[str] = None, - input_text: Optional[str] = None, -): - """Set GenAI and MLflow attributes on a span.""" - # === GenAI Semantic Conventions === - if context_id: - span.set_attribute("gen_ai.conversation.id", context_id) - if input_text: - span.set_attribute("gen_ai.prompt", input_text[:1000]) - span.set_attribute("input.value", input_text[:1000]) - span.set_attribute("gen_ai.agent.name", "weather-assistant") - span.set_attribute("gen_ai.system", "langchain") + logger.info(f"[OTEL] TracerProvider initialized: service={service_name} endpoint={otlp_endpoint}") - # OpenInference span kind - if OPENINFERENCE_AVAILABLE: - span.set_attribute( - SpanAttributes.OPENINFERENCE_SPAN_KIND, - OpenInferenceSpanKindValues.AGENT.value - ) - - # === MLflow-specific Attributes === - # TODO: Could be handled by OTEL Collector transform/genai_to_mlflow - if input_text: - span.set_attribute("mlflow.spanInputs", input_text[:1000]) - span.set_attribute("mlflow.spanType", "AGENT") - span.set_attribute("mlflow.traceName", "weather-assistant") - span.set_attribute("mlflow.source", "weather-service") - if context_id: - span.set_attribute("mlflow.trace.session", context_id) - if user_id: - span.set_attribute("mlflow.user", user_id) - span.set_attribute("enduser.id", user_id) - - # Custom attributes - if task_id: - span.set_attribute("a2a.task_id", task_id) - if user_id: - span.set_attribute("user.id", user_id) - - -@contextmanager -def enrich_current_span( - context_id: Optional[str] = None, - task_id: Optional[str] = None, - user_id: Optional[str] = None, - input_text: Optional[str] = None, -): - """ - Enrich the current span (e.g., A2A root span) with GenAI and MLflow attributes. - - If there's no recording span in the current context, creates a new one named - 'gen_ai.agent.invoke' to ensure traces are captured. - - Args: - context_id: A2A context_id (becomes gen_ai.conversation.id) - task_id: A2A task_id - user_id: User identifier - input_text: User input message - - Yields: - The span (either enriched existing or newly created) - - Note: - TODO: The following could be handled by OTEL Collector transform instead: - - mlflow.spanInputs/spanOutputs (currently set explicitly for reliability) - - mlflow.spanType classification (could use span name pattern matching) - - mlflow.user/source (could be derived from resource attributes) - """ - current_span = trace.get_current_span() - - # Check if we have a recording span to enrich - # get_current_span() returns INVALID_SPAN if none exists - if current_span.is_recording(): - # Enrich the existing span - _set_genai_mlflow_attributes(current_span, context_id, task_id, user_id, input_text) + # Enable auto-instrumentation based on mode + if OTEL_INSTRUMENT == "openinference": try: - yield current_span - except Exception as e: - current_span.set_status(Status(StatusCode.ERROR, str(e))) - current_span.record_exception(e) - raise - else: - # No recording span - create one - # This ensures our GenAI attributes are captured even if A2A doesn't trace - logger.info("No current recording span - creating gen_ai.agent.invoke span") - tracer = get_tracer() - with tracer.start_as_current_span("gen_ai.agent.invoke") as new_span: - _set_genai_mlflow_attributes(new_span, context_id, task_id, user_id, input_text) - try: - yield new_span - new_span.set_status(Status(StatusCode.OK)) - except Exception as e: - new_span.set_status(Status(StatusCode.ERROR, str(e))) - new_span.record_exception(e) - raise - - -def set_span_output(span, output: str): - """ - Set output attributes on a span after work completes. - - Call this after getting a response to populate: - - gen_ai.completion (standard GenAI attribute) - - output.value (OpenInference attribute) - - mlflow.spanOutputs (MLflow Response column) - - Args: - span: The span to update - output: The output/response text - """ - if output: - truncated = str(output)[:1000] - span.set_attribute("gen_ai.completion", truncated) - span.set_attribute("output.value", truncated) - span.set_attribute("mlflow.spanOutputs", truncated) - - -def set_token_usage(span, input_tokens: int = 0, output_tokens: int = 0): - """ - Set token usage attributes on a span. - - Args: - span: The span to update - input_tokens: Number of input tokens - output_tokens: Number of output tokens + from openinference.instrumentation.langchain import LangChainInstrumentor + LangChainInstrumentor().instrument() + logger.info("[OTEL] LangChain instrumented with OpenInference") + except ImportError: + logger.warning("[OTEL] openinference-instrumentation-langchain not installed") - Note: - TODO: This could be handled by OTEL Collector transform copying - gen_ai.usage.* to mlflow.span.chat_usage.* attributes. - """ - if input_tokens: - span.set_attribute("gen_ai.usage.input_tokens", input_tokens) - span.set_attribute("mlflow.span.chat_usage.input_tokens", input_tokens) - if output_tokens: - span.set_attribute("gen_ai.usage.output_tokens", output_tokens) - span.set_attribute("mlflow.span.chat_usage.output_tokens", output_tokens) - - -@contextmanager -def create_agent_span( - name: str = "gen_ai.agent.invoke", - context_id: Optional[str] = None, - task_id: Optional[str] = None, - user_id: Optional[str] = None, - input_text: Optional[str] = None, - break_parent_chain: bool = False, -): - """ - Create a NEW AGENT span with GenAI semantic conventions. - - Use `enrich_current_span` instead if you want to add attributes to - the existing A2A span rather than creating a new child span. - - Args: - name: Span name (use gen_ai.agent.* for MLflow AGENT type detection) - context_id: A2A context_id (becomes gen_ai.conversation.id) - task_id: A2A task_id - user_id: User identifier - input_text: User input message - break_parent_chain: If True, breaks the trace chain (creates isolated root). - Default False to preserve distributed trace visibility. - - Yields: - The span object (set output.value on it before exiting) - """ - tracer = get_tracer() - - # Build attributes - attributes = {} - - # GenAI semantic conventions (for OTEL Collector transforms) - if context_id: - attributes["gen_ai.conversation.id"] = context_id - if input_text: - attributes["gen_ai.prompt"] = input_text[:1000] - attributes["input.value"] = input_text[:1000] - attributes["gen_ai.agent.name"] = "weather-assistant" - attributes["gen_ai.system"] = "langchain" - - # OpenInference span kind - marks this as an AGENT span - if OPENINFERENCE_AVAILABLE: - attributes[SpanAttributes.OPENINFERENCE_SPAN_KIND] = OpenInferenceSpanKindValues.AGENT.value - - # Custom attributes for debugging - if task_id: - attributes["a2a.task_id"] = task_id - if user_id: - attributes["user.id"] = user_id - - # Optional: break the parent chain for isolated traces - detach_token = None - if break_parent_chain: - empty_ctx = context.Context() - detach_token = context.attach(empty_ctx) - - # Start the span - becomes child of current context (A2A span) by default - with tracer.start_as_current_span(name, attributes=attributes) as span: + elif OTEL_INSTRUMENT == "openai": try: - yield span - span.set_status(Status(StatusCode.OK)) - except Exception as e: - span.set_status(Status(StatusCode.ERROR, str(e))) - span.record_exception(e) - raise - finally: - if detach_token: - context.detach(detach_token) - + from opentelemetry.instrumentation.openai import OpenAIInstrumentor + OpenAIInstrumentor().instrument() + logger.info("[OTEL] OpenAI instrumented with GenAI semantic conventions") + except ImportError: + logger.warning("[OTEL] opentelemetry-instrumentation-openai not installed") -@contextmanager -def trace_context_from_headers(headers: Dict[str, str]): - """ - Activate trace context from HTTP headers. - - Use this to connect to incoming distributed trace. - """ - ctx = extract(headers) - token = context.attach(ctx) - try: - yield ctx - finally: - context.detach(token) + else: + logger.warning(f"[OTEL] Unknown OTEL_INSTRUMENT value: {OTEL_INSTRUMENT}") -def create_tracing_middleware(): - """ - Create Starlette middleware that wraps all requests in a root tracing span. +def wrap_asgi_app(app): + """Wrap a Starlette/ASGI app with OpenTelemetry ASGI middleware. - This middleware: - 1. Creates a root span BEFORE A2A handlers run - 2. Sets MLflow/GenAI attributes on the root span - 3. Parses A2A JSON-RPC request to extract user input - 4. Captures response to set output attributes + This extracts the traceparent header from incoming requests (injected + by the ext_proc sidecar) and sets it as the active trace context. + All auto-instrumented spans (LangChain, OpenAI) then become children + of the ext_proc root span. - Usage in agent.py: - from weather_service.observability import create_tracing_middleware - app = server.build() - app.add_middleware(BaseHTTPMiddleware, dispatch=create_tracing_middleware()) + Call this after app = server.build() and before uvicorn.run(app). """ - from starlette.requests import Request - from starlette.responses import Response, StreamingResponse - import io - - async def tracing_middleware(request: Request, call_next): - # Skip non-API paths (health checks, agent card, etc.) - if request.url.path in ["/health", "/ready", "/.well-known/agent-card.json"]: - return await call_next(request) - - tracer = get_tracer() + if OTEL_INSTRUMENT == "none" or _tracer_provider is None: + return app - # Parse request body to extract user input and context - user_input = None - context_id = None - message_id = None - - try: - body = await request.body() - if body: - data = json.loads(body) - # A2A JSON-RPC format: params.message.parts[0].text - params = data.get("params", {}) - message = params.get("message", {}) - parts = message.get("parts", []) - if parts and isinstance(parts, list): - user_input = parts[0].get("text", "") - context_id = params.get("contextId") or message.get("contextId") - message_id = message.get("messageId") - except Exception as e: - logger.debug(f"Could not parse request body: {e}") - - # Break parent chain to make this a true root span - # Without this, the span would inherit parent from W3C Trace Context headers - empty_ctx = context.Context() - detach_token = context.attach(empty_ctx) - - try: - # Create root span with correct GenAI naming convention - # Per https://opentelemetry.io/docs/specs/semconv/gen-ai/gen-ai-agent-spans/ - # Span name: "invoke_agent {gen_ai.agent.name}" when name is available - span_name = f"invoke_agent {AGENT_NAME}" - - with tracer.start_as_current_span( - span_name, - kind=SpanKind.INTERNAL, # In-process agent (not remote service) - ) as span: - # Store span in ContextVar so agent code can access it - # This is needed because trace.get_current_span() in execute() - # returns the innermost span (A2A span), not our root span - span_token = _root_span_var.set(span) - - # === GenAI Semantic Conventions (Required) === - # Per https://opentelemetry.io/docs/specs/semconv/gen-ai/gen-ai-agent-spans/ - span.set_attribute("gen_ai.operation.name", "invoke_agent") - span.set_attribute("gen_ai.provider.name", AGENT_FRAMEWORK) - span.set_attribute("gen_ai.agent.name", AGENT_NAME) - span.set_attribute("gen_ai.agent.version", AGENT_VERSION) - - # Set input attributes (Prompt column in MLflow) - if user_input: - span.set_attribute("gen_ai.prompt", user_input[:1000]) - span.set_attribute("input.value", user_input[:1000]) - span.set_attribute("mlflow.spanInputs", user_input[:1000]) - - # Session tracking - use context_id or message_id as fallback - session_id = context_id or message_id - - if session_id: - span.set_attribute("gen_ai.conversation.id", session_id) - span.set_attribute("mlflow.trace.session", session_id) - span.set_attribute("session.id", session_id) - - # MLflow trace metadata (appears in trace list columns) - span.set_attribute("mlflow.spanType", "AGENT") - span.set_attribute("mlflow.traceName", AGENT_NAME) - span.set_attribute("mlflow.runName", f"{AGENT_NAME}-invoke") - span.set_attribute("mlflow.source", "weather-service") - span.set_attribute("mlflow.version", AGENT_VERSION) - - # User tracking - extract from auth header if available - auth_header = request.headers.get("authorization", "") - if auth_header: - # For Bearer tokens, we could decode JWT to get user - # For now, just indicate authenticated request - span.set_attribute("mlflow.user", "authenticated") - span.set_attribute("enduser.id", "authenticated") - else: - span.set_attribute("mlflow.user", "anonymous") - span.set_attribute("enduser.id", "anonymous") - - # OpenInference span kind (for Phoenix) - if OPENINFERENCE_AVAILABLE: - span.set_attribute( - SpanAttributes.OPENINFERENCE_SPAN_KIND, - OpenInferenceSpanKindValues.AGENT.value, - ) - - try: - # Call the next handler (A2A) - response = await call_next(request) - - # Try to capture response for output attributes - # Note: This only works for non-streaming responses - if isinstance(response, Response) and not isinstance( - response, StreamingResponse - ): - # Read response body - we MUST recreate response after this - response_body = b"" - async for chunk in response.body_iterator: - response_body += chunk - - # Try to parse and extract output for MLflow - try: - if response_body: - resp_data = json.loads(response_body) - result = resp_data.get("result", {}) - artifacts = result.get("artifacts", []) - if artifacts: - parts = artifacts[0].get("parts", []) - if parts: - output_text = parts[0].get("text", "") - if output_text: - span.set_attribute( - "gen_ai.completion", output_text[:1000] - ) - span.set_attribute( - "output.value", output_text[:1000] - ) - span.set_attribute( - "mlflow.spanOutputs", output_text[:1000] - ) - except Exception as e: - logger.debug(f"Could not parse response body: {e}") - - # Always recreate response since we consumed the iterator - span.set_status(Status(StatusCode.OK)) - return Response( - content=response_body, - status_code=response.status_code, - headers=dict(response.headers), - media_type=response.media_type, - ) - - # For streaming responses, just return as-is - span.set_status(Status(StatusCode.OK)) - return response - - except Exception as e: - span.set_status(Status(StatusCode.ERROR, str(e))) - span.record_exception(e) - raise - finally: - # Reset the ContextVar to avoid leaking span reference - _root_span_var.reset(span_token) - finally: - # Always detach the context to restore parent chain for other requests - context.detach(detach_token) - - return tracing_middleware + try: + from opentelemetry.instrumentation.asgi import OpenTelemetryMiddleware + wrapped = OpenTelemetryMiddleware(app, tracer_provider=_tracer_provider) + logger.info("[OTEL] ASGI middleware installed (traceparent extraction enabled)") + return wrapped + except ImportError: + logger.warning("[OTEL] opentelemetry-instrumentation-asgi not installed, traceparent will not be extracted") + return 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