180 lines
5.5 KiB
Python
180 lines
5.5 KiB
Python
"""
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OpenTelemetry distributed tracing integration
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Provides end-to-end request tracking across all services
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"""
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import structlog
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from typing import Optional
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from opentelemetry import trace
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from opentelemetry.sdk.trace import TracerProvider
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from opentelemetry.sdk.trace.export import BatchSpanProcessor
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from opentelemetry.sdk.resources import Resource, SERVICE_NAME, SERVICE_VERSION
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from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter
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from opentelemetry.instrumentation.fastapi import FastAPIInstrumentor
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from opentelemetry.instrumentation.httpx import HTTPXClientInstrumentor
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from opentelemetry.instrumentation.redis import RedisInstrumentor
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from opentelemetry.instrumentation.sqlalchemy import SQLAlchemyInstrumentor
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logger = structlog.get_logger()
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def setup_tracing(
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app,
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service_name: str,
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service_version: str = "1.0.0",
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jaeger_endpoint: str = "http://jaeger-collector.monitoring:4317"
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):
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"""
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Setup OpenTelemetry distributed tracing for a FastAPI service.
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Automatically instruments:
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- FastAPI endpoints
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- HTTPX client requests (inter-service calls)
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- Redis operations
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- PostgreSQL/SQLAlchemy queries
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Args:
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app: FastAPI application instance
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service_name: Name of the service (e.g., "auth-service")
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service_version: Version of the service
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jaeger_endpoint: Jaeger collector gRPC endpoint
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Example:
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from shared.monitoring.tracing import setup_tracing
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app = FastAPI(title="Auth Service")
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setup_tracing(app, "auth-service")
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"""
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try:
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# Create resource with service information
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resource = Resource(attributes={
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SERVICE_NAME: service_name,
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SERVICE_VERSION: service_version,
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"deployment.environment": "production"
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})
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# Configure tracer provider
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tracer_provider = TracerProvider(resource=resource)
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trace.set_tracer_provider(tracer_provider)
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# Configure OTLP exporter to send to Jaeger
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otlp_exporter = OTLPSpanExporter(
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endpoint=jaeger_endpoint,
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insecure=True # Use TLS in production
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)
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# Add span processor with batching for performance
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span_processor = BatchSpanProcessor(otlp_exporter)
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tracer_provider.add_span_processor(span_processor)
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# Auto-instrument FastAPI
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FastAPIInstrumentor.instrument_app(
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app,
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tracer_provider=tracer_provider,
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excluded_urls="health,metrics" # Don't trace health/metrics endpoints
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)
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# Auto-instrument HTTPX (inter-service communication)
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HTTPXClientInstrumentor().instrument(tracer_provider=tracer_provider)
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# Auto-instrument Redis
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try:
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RedisInstrumentor().instrument(tracer_provider=tracer_provider)
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except Exception as e:
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logger.warning(f"Failed to instrument Redis: {e}")
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# Auto-instrument PostgreSQL (psycopg2) - skip if not available
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# Most services use asyncpg instead of psycopg2
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# try:
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# Psycopg2Instrumentor().instrument(tracer_provider=tracer_provider)
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# except Exception as e:
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# logger.warning(f"Failed to instrument Psycopg2: {e}")
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# Auto-instrument SQLAlchemy
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try:
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SQLAlchemyInstrumentor().instrument(tracer_provider=tracer_provider)
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except Exception as e:
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logger.warning(f"Failed to instrument SQLAlchemy: {e}")
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logger.info(
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"Distributed tracing configured",
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service=service_name,
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jaeger_endpoint=jaeger_endpoint
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)
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except Exception as e:
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logger.error(
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"Failed to setup tracing - continuing without it",
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service=service_name,
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error=str(e)
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)
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def get_current_trace_id() -> Optional[str]:
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"""
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Get the current trace ID for correlation with logs.
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Returns:
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Trace ID as hex string, or None if no active trace
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"""
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span = trace.get_current_span()
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if span and span.get_span_context().is_valid:
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return format(span.get_span_context().trace_id, '032x')
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return None
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def get_current_span_id() -> Optional[str]:
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"""
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Get the current span ID.
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Returns:
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Span ID as hex string, or None if no active span
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"""
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span = trace.get_current_span()
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if span and span.get_span_context().is_valid:
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return format(span.get_span_context().span_id, '016x')
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return None
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def add_trace_attributes(**attributes):
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"""
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Add custom attributes to the current span.
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Example:
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add_trace_attributes(
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user_id="123",
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tenant_id="abc",
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operation="user_registration"
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)
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"""
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span = trace.get_current_span()
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if span and span.get_span_context().is_valid:
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for key, value in attributes.items():
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span.set_attribute(key, str(value))
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def add_trace_event(name: str, **attributes):
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"""
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Add an event to the current span (for important operations).
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Example:
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add_trace_event("user_authenticated", user_id="123", method="jwt")
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"""
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span = trace.get_current_span()
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if span and span.get_span_context().is_valid:
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span.add_event(name, attributes)
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def record_exception(exception: Exception):
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"""
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Record an exception in the current span.
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Args:
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exception: The exception to record
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"""
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span = trace.get_current_span()
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if span and span.get_span_context().is_valid:
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span.record_exception(exception)
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span.set_status(trace.Status(trace.StatusCode.ERROR, str(exception)))
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