open-webui/backend/open_webui/utils/telemetry/instrumentors.py

import logging
import traceback
from typing import Collection, Union

from aiohttp import (
    TraceRequestEndParams,
    TraceRequestExceptionParams,
    TraceRequestStartParams,
)
from fastapi import FastAPI, status
from open_webui.utils.telemetry.constants import SPAN_REDIS_TYPE, SpanAttributes
from opentelemetry.instrumentation.aiohttp_client import AioHttpClientInstrumentor
from opentelemetry.instrumentation.fastapi import FastAPIInstrumentor
from opentelemetry.instrumentation.httpx import (
    HTTPXClientInstrumentor,
    RequestInfo,
    ResponseInfo,
)
from opentelemetry.instrumentation.instrumentor import BaseInstrumentor
from opentelemetry.instrumentation.logging import LoggingInstrumentor
from opentelemetry.instrumentation.redis import RedisInstrumentor
from opentelemetry.instrumentation.requests import RequestsInstrumentor
from opentelemetry.instrumentation.sqlalchemy import SQLAlchemyInstrumentor
from opentelemetry.instrumentation.system_metrics import SystemMetricsInstrumentor
from opentelemetry.trace import Span, StatusCode
from redis import Redis
from redis.cluster import RedisCluster
from requests import PreparedRequest, Response
from sqlalchemy import Engine

logger = logging.getLogger(__name__)


def requests_hook(span: Span, request: PreparedRequest):
    """
    Http Request Hook
    """

    span.update_name(f'{request.method} {request.url}')
    span.set_attributes(
        attributes={
            SpanAttributes.HTTP_URL: request.url,
            SpanAttributes.HTTP_METHOD: request.method,
        }
    )


def response_hook(span: Span, request: PreparedRequest, response: Response):
    """
    HTTP Response Hook
    """

    span.set_attributes(
        attributes={
            SpanAttributes.HTTP_STATUS_CODE: response.status_code,
        }
    )
    span.set_status(StatusCode.ERROR if response.status_code >= 400 else StatusCode.OK)


def redis_request_hook(span: Span, instance: Union[Redis | RedisCluster], args, kwargs):
    """
    Redis Request Hook
    """

    # In cluster mode, the instance can be of two types:
    # - redis.asyncio.cluster.RedisCluster
    # - redis.cluster.RedisCluster
    # Instead of checking the type, we check if the instance has a nodes_manager attribute.
    try:
        db = ''
        if hasattr(instance, 'nodes_manager'):
            default_node = instance.nodes_manager.default_node
            if not default_node:
                return
            host = default_node.host
            port = default_node.port
        else:
            connection_kwargs: dict = instance.connection_pool.connection_kwargs
            host = connection_kwargs.get('host')
            port = connection_kwargs.get('port')
            db = connection_kwargs.get('db')
        span.set_attributes(
            {
                SpanAttributes.DB_INSTANCE: f'{host}/{db}',
                SpanAttributes.DB_NAME: f'{host}/{db}',
                SpanAttributes.DB_TYPE: SPAN_REDIS_TYPE,
                SpanAttributes.DB_PORT: port,
                SpanAttributes.DB_IP: host,
                SpanAttributes.DB_STATEMENT: ' '.join([str(i) for i in args]),
                SpanAttributes.DB_OPERATION: str(args[0]),
            }
        )
    except Exception:  # pylint: disable=W0718
        logger.error(traceback.format_exc())


def httpx_request_hook(span: Span, request: RequestInfo):
    """
    HTTPX Request Hook
    """

    span.update_name(f'{request.method.decode()} {str(request.url)}')
    span.set_attributes(
        attributes={
            SpanAttributes.HTTP_URL: str(request.url),
            SpanAttributes.HTTP_METHOD: request.method.decode(),
        }
    )


def httpx_response_hook(span: Span, request: RequestInfo, response: ResponseInfo):
    """
    HTTPX Response Hook
    """

    span.set_attribute(SpanAttributes.HTTP_STATUS_CODE, response.status_code)
    span.set_status(StatusCode.ERROR if response.status_code >= status.HTTP_400_BAD_REQUEST else StatusCode.OK)


async def httpx_async_request_hook(span: Span, request: RequestInfo):
    """
    Async Request Hook
    """

    httpx_request_hook(span, request)


async def httpx_async_response_hook(span: Span, request: RequestInfo, response: ResponseInfo):
    """
    Async Response Hook
    """

    httpx_response_hook(span, request, response)


def aiohttp_request_hook(span: Span, request: TraceRequestStartParams):
    """
    Aiohttp Request Hook
    """

    span.update_name(f'{request.method} {str(request.url)}')
    span.set_attributes(
        attributes={
            SpanAttributes.HTTP_URL: str(request.url),
            SpanAttributes.HTTP_METHOD: request.method,
        }
    )


def aiohttp_response_hook(span: Span, response: Union[TraceRequestExceptionParams, TraceRequestEndParams]):
    """
    Aiohttp Response Hook
    """

    if isinstance(response, TraceRequestEndParams):
        span.set_attribute(SpanAttributes.HTTP_STATUS_CODE, response.response.status)
        span.set_status(StatusCode.ERROR if response.response.status >= status.HTTP_400_BAD_REQUEST else StatusCode.OK)
    elif isinstance(response, TraceRequestExceptionParams):
        span.set_status(StatusCode.ERROR)
        span.set_attribute(SpanAttributes.ERROR_MESSAGE, str(response.exception))


class Instrumentor(BaseInstrumentor):
    """
    Instrument OT
    """

    def __init__(self, app: FastAPI, db_engine: Engine):
        self.app = app
        self.db_engine = db_engine

    def instrumentation_dependencies(self) -> Collection[str]:
        return []

    def _instrument(self, **kwargs):
        FastAPIInstrumentor.instrument_app(app=self.app)
        SQLAlchemyInstrumentor().instrument(engine=self.db_engine)
        RedisInstrumentor().instrument(request_hook=redis_request_hook)
        RequestsInstrumentor().instrument(request_hook=requests_hook, response_hook=response_hook)
        LoggingInstrumentor().instrument(enable_log_auto_instrumentation=False)
        HTTPXClientInstrumentor().instrument(
            request_hook=httpx_request_hook,
            response_hook=httpx_response_hook,
            async_request_hook=httpx_async_request_hook,
            async_response_hook=httpx_async_response_hook,
        )
        AioHttpClientInstrumentor().instrument(
            request_hook=aiohttp_request_hook,
            response_hook=aiohttp_response_hook,
        )
        SystemMetricsInstrumentor().instrument()

    def _uninstrument(self, **kwargs):
        if getattr(self, 'instrumentors', None) is None:
            return
        for instrumentor in self.instrumentors:
            instrumentor.uninstrument()