"""OpenTelemetry configuration and setup utilities for Strands agents. This module provides centralized configuration and initialization functionality for OpenTelemetry components and other telemetry infrastructure shared across Strands applications. """ import logging import os from importlib.metadata import version from typing import Any import opentelemetry.metrics as metrics_api import opentelemetry.sdk.metrics as metrics_sdk import opentelemetry.trace as trace_api from opentelemetry import propagate from opentelemetry.baggage.propagation import W3CBaggagePropagator from opentelemetry.propagators.composite import CompositePropagator from opentelemetry.sdk.metrics.export import ConsoleMetricExporter, PeriodicExportingMetricReader from opentelemetry.sdk.resources import Resource from opentelemetry.sdk.trace import TracerProvider as SDKTracerProvider from opentelemetry.sdk.trace.export import BatchSpanProcessor, ConsoleSpanExporter, SimpleSpanProcessor from opentelemetry.trace.propagation.tracecontext import TraceContextTextMapPropagator logger = logging.getLogger(__name__) def get_otel_resource() -> Resource: """Create a standard OpenTelemetry resource with service information. Returns: Resource object with standard service information. """ service_name = os.getenv("OTEL_SERVICE_NAME", "strands-agents").strip() resource = Resource.create( { "service.name": service_name, "service.version": version("strands-agents"), "telemetry.sdk.name": "opentelemetry", "telemetry.sdk.language": "python", } ) return resource class StrandsTelemetry: """OpenTelemetry configuration and setup for Strands applications. Automatically initializes a tracer provider with text map propagators. Trace exporters (console, OTLP) can be set up individually using dedicated methods that support method chaining for convenient configuration. Args: tracer_provider: Optional pre-configured SDKTracerProvider. If None, a new one will be created and set as the global tracer provider. Environment Variables: Environment variables are handled by the underlying OpenTelemetry SDK: - OTEL_EXPORTER_OTLP_ENDPOINT: OTLP endpoint URL - OTEL_EXPORTER_OTLP_HEADERS: Headers for OTLP requests - OTEL_SERVICE_NAME: Overrides resource service name Examples: Quick setup with method chaining: >>> StrandsTelemetry().setup_console_exporter().setup_otlp_exporter() Using a custom tracer provider: >>> StrandsTelemetry(tracer_provider=my_provider).setup_console_exporter() Step-by-step configuration: >>> telemetry = StrandsTelemetry() >>> telemetry.setup_console_exporter() >>> telemetry.setup_otlp_exporter() To setup global meter provider >>> telemetry.setup_meter(enable_console_exporter=True, enable_otlp_exporter=True) # default are False Note: - The tracer provider is automatically initialized upon instantiation - When no tracer_provider is provided, the instance sets itself as the global provider - Exporters must be explicitly configured using the setup methods - Failed exporter configurations are logged but do not raise exceptions - All setup methods return self to enable method chaining """ def __init__( self, tracer_provider: SDKTracerProvider | None = None, ) -> None: """Initialize the StrandsTelemetry instance. Args: tracer_provider: Optional pre-configured tracer provider. If None, a new one will be created and set as global. The instance is ready to use immediately after initialization, though trace exporters must be configured separately using the setup methods. """ self.resource = get_otel_resource() if tracer_provider: self.tracer_provider = tracer_provider else: self._initialize_tracer() def _initialize_tracer(self) -> None: """Initialize the OpenTelemetry tracer.""" logger.info("Initializing tracer") # Create tracer provider self.tracer_provider = SDKTracerProvider(resource=self.resource) # Set as global tracer provider trace_api.set_tracer_provider(self.tracer_provider) # Set up propagators propagate.set_global_textmap( CompositePropagator( [ W3CBaggagePropagator(), TraceContextTextMapPropagator(), ] ) ) def setup_console_exporter(self, **kwargs: Any) -> "StrandsTelemetry": """Set up console exporter for the tracer provider. Args: **kwargs: Optional keyword arguments passed directly to OpenTelemetry's ConsoleSpanExporter initializer. Returns: self: Enables method chaining. This method configures a SimpleSpanProcessor with a ConsoleSpanExporter, allowing trace data to be output to the console. Any additional keyword arguments provided will be forwarded to the ConsoleSpanExporter. """ try: logger.info("Enabling console export") console_processor = SimpleSpanProcessor(ConsoleSpanExporter(**kwargs)) self.tracer_provider.add_span_processor(console_processor) except Exception as e: logger.exception("error=<%s> | Failed to configure console exporter", e) return self def setup_otlp_exporter(self, **kwargs: Any) -> "StrandsTelemetry": """Set up OTLP exporter for the tracer provider. Args: **kwargs: Optional keyword arguments passed directly to OpenTelemetry's OTLPSpanExporter initializer. Returns: self: Enables method chaining. This method configures a BatchSpanProcessor with an OTLPSpanExporter, allowing trace data to be exported to an OTLP endpoint. Any additional keyword arguments provided will be forwarded to the OTLPSpanExporter. """ from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter try: otlp_exporter = OTLPSpanExporter(**kwargs) batch_processor = BatchSpanProcessor(otlp_exporter) self.tracer_provider.add_span_processor(batch_processor) logger.info("OTLP exporter configured") except Exception as e: logger.exception("error=<%s> | Failed to configure OTLP exporter", e) return self def setup_meter( self, enable_console_exporter: bool = False, enable_otlp_exporter: bool = False ) -> "StrandsTelemetry": """Initialize the OpenTelemetry Meter.""" logger.info("Initializing meter") metrics_readers = [] try: if enable_console_exporter: logger.info("Enabling console metrics exporter") console_reader = PeriodicExportingMetricReader(ConsoleMetricExporter()) metrics_readers.append(console_reader) if enable_otlp_exporter: logger.info("Enabling OTLP metrics exporter") from opentelemetry.exporter.otlp.proto.http.metric_exporter import OTLPMetricExporter otlp_reader = PeriodicExportingMetricReader(OTLPMetricExporter()) metrics_readers.append(otlp_reader) except Exception as e: logger.exception("error=<%s> | Failed to configure OTLP metrics exporter", e) self.meter_provider = metrics_sdk.MeterProvider(resource=self.resource, metric_readers=metrics_readers) # Set as global tracer provider metrics_api.set_meter_provider(self.meter_provider) logger.info("Strands Meter configured") return self