from fastapi import FastAPI from opentelemetry import trace from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter as HttpOTLPSpanExporter from opentelemetry.sdk.resources import SERVICE_NAME, Resource from opentelemetry.sdk.trace import TracerProvider from sqlalchemy import Engine from base64 import b64encode from open_webui.utils.telemetry.exporters import LazyBatchSpanProcessor from open_webui.utils.telemetry.instrumentors import Instrumentor from open_webui.utils.telemetry.metrics import setup_metrics from open_webui.env import ( OTEL_SERVICE_NAME, OTEL_EXPORTER_OTLP_ENDPOINT, OTEL_EXPORTER_OTLP_INSECURE, ENABLE_OTEL_METRICS, USE_OTEL_HTTP_EXPORTER, OTEL_BASIC_AUTH_USERNAME, OTEL_BASIC_AUTH_PASSWORD, ) def setup(app: FastAPI, db_engine: Engine): # set up trace trace.set_tracer_provider( TracerProvider( resource=Resource.create(attributes={SERVICE_NAME: OTEL_SERVICE_NAME}) ) ) # Add basic auth header only if both username and password are not empty headers = [] if OTEL_BASIC_AUTH_USERNAME and OTEL_BASIC_AUTH_PASSWORD: auth_string = f"{OTEL_BASIC_AUTH_USERNAME}:{OTEL_BASIC_AUTH_PASSWORD}" auth_header = b64encode(auth_string.encode()).decode() headers = [("authorization", f"Basic {auth_header}")] # otlp export if USE_OTEL_HTTP_EXPORTER: exporter = HttpOTLPSpanExporter( endpoint=OTEL_EXPORTER_OTLP_ENDPOINT, insecure=OTEL_EXPORTER_OTLP_INSECURE, headers=headers, ) else: exporter = OTLPSpanExporter( endpoint=OTEL_EXPORTER_OTLP_ENDPOINT, insecure=OTEL_EXPORTER_OTLP_INSECURE, headers=headers, ) trace.get_tracer_provider().add_span_processor(LazyBatchSpanProcessor(exporter)) Instrumentor(app=app, db_engine=db_engine).instrument() # set up metrics only if enabled if ENABLE_OTEL_METRICS: setup_metrics(app)