mirror of
https://github.com/open-webui/open-webui
synced 2025-06-14 02:11:03 +00:00
55 lines
2.0 KiB
Python
55 lines
2.0 KiB
Python
from fastapi import FastAPI
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from opentelemetry import trace, metrics
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from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import OTLPSpanExporter
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from opentelemetry.exporter.otlp.proto.grpc.metric_exporter import OTLPMetricExporter
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from opentelemetry.sdk.resources import SERVICE_NAME, Resource
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from opentelemetry.sdk.trace import TracerProvider
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from opentelemetry.sdk.metrics import MeterProvider
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from opentelemetry.sdk.metrics.export import (
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PeriodicExportingMetricReader,
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)
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from sqlalchemy import Engine
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from open_webui.utils.telemetry.exporters import LazyBatchSpanProcessor
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from open_webui.utils.telemetry.instrumentors import Instrumentor
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from open_webui.env import OTEL_SERVICE_NAME, OTEL_EXPORTER_OTLP_ENDPOINT
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meter = None
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login_counter = None
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active_sessions_gauge = None
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def setup(app: FastAPI, db_engine: Engine):
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resource = Resource.create(attributes={SERVICE_NAME: OTEL_SERVICE_NAME})
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# set up trace
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trace_provider = TracerProvider(resource=resource)
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trace.set_tracer_provider(trace_provider)
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# otlp export
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span_exporter = OTLPSpanExporter(
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endpoint=OTEL_EXPORTER_OTLP_ENDPOINT, insecure=True
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)
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trace_provider.add_span_processor(LazyBatchSpanProcessor(span_exporter))
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Instrumentor(app=app, db_engine=db_engine).instrument()
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# set up metrics
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metric_exporter = OTLPMetricExporter(
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endpoint=OTEL_EXPORTER_OTLP_ENDPOINT, insecure=True
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)
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reader = PeriodicExportingMetricReader(
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exporter=metric_exporter, export_interval_millis=5000
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)
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meter_provider = MeterProvider(resource=resource, metric_readers=[reader])
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metrics.set_meter_provider(meter_provider)
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global meter, login_counter, active_sessions_gauge
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meter = metrics.get_meter(OTEL_SERVICE_NAME)
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login_counter = meter.create_counter(
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"user_login_total", description="Total number of user logins"
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)
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active_sessions_gauge = meter.create_gauge(
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"active.sessions", description="Number of currently active user sessions"
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)
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