FastDeploy/fastdeploy/metrics/trace_util.py

import json

from fastapi import FastAPI
from opentelemetry import trace
from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter
from opentelemetry.instrumentation.fastapi import FastAPIInstrumentor
from opentelemetry.propagate import extract, inject
from opentelemetry.sdk.resources import Resource
from opentelemetry.sdk.trace import TracerProvider
from opentelemetry.sdk.trace.export import BatchSpanProcessor, ConsoleSpanExporter

from fastdeploy import envs
from fastdeploy.utils import llm_logger

# OpenTelemetry Trace context store in metadata
TRACE_CARRIER = "trace_carrier"

traces_enable = False
tracer = trace.get_tracer(__name__)


def set_up():
    try:
        # when TRACES_ENABLED=true start trace
        global traces_enable
        traces_enable = envs.TRACES_ENABLE.lower() == "true"
        if not traces_enable:
            llm_logger.warning("Opentelemetry is DISABLED.")
            return

        llm_logger.info("Opentelemetry is ENABLED, configuring...")
        # --- read env ---
        service_name = envs.FD_SERVICE_NAME
        host_name = envs.FD_HOST_NAME
        # --- set attributes (Service Name, Host Name, etc.) ---
        resource_attributes = {"service.name": service_name}
        if host_name:
            resource_attributes["host.name"] = host_name

        resource = Resource(attributes=resource_attributes)

        # --- set Exporter ---
        exporter_type = envs.TRACES_EXPORTER.lower()
        if exporter_type == "otlp":
            endpoint = envs.EXPORTER_OTLP_ENDPOINT  # should be set
            headers = envs.EXPORTER_OTLP_HEADERS  # e.g., "Authentication=***,k2=v2"

            otlp_exporter = OTLPSpanExporter(
                endpoint=endpoint,
                headers=(dict(item.split("=") for item in headers.split(",")) if headers else None),
            )
            processor = BatchSpanProcessor(otlp_exporter)
            llm_logger.info(f"Using OTLP Exporter, sending to {endpoint} with headers {headers}")
        else:  # default console
            processor = BatchSpanProcessor(ConsoleSpanExporter())
            llm_logger.info("Using Console Exporter.")

        # --- set Tracer Provider ---
        provider = TracerProvider(resource=resource)
        provider.add_span_processor(processor)
        trace.set_tracer_provider(provider)
        global tracer
        tracer = trace.get_tracer(__name__)
    except:
        llm_logger.error("set_up failed")
        pass


def instrument(app: FastAPI):
    try:
        set_up()
        if traces_enable:
            llm_logger.info("Applying instrumentors...")
            FastAPIInstrumentor.instrument_app(app)
    except:
        llm_logger.info("instrument failed")
        pass


def inject_to_metadata(request, metadata_attr="metadata"):
    """
    Inject OpenTelemetry trace context into the metadata field of the request.

    Parameters:
    request: can be a dict or object, with metadata attributes or fields.
    metadata_attr: the field name of metadata, default is 'metadata'.

    Operation:
    - If metadata does not exist, create a new one and mount it on the request.
    - Inject the current trace context as a JSON string and store it in metadata.
    - Use the key TRACE_CARRIER to store the injected content.

    Note:
    - This function is a non-blocking operation, and errors are silently ignored.
    - If there is no metadata attribute in the request, an empty dict will be created for it as its attribute
    """
    try:
        if request is None or not traces_enable:
            return

        metadata = request.get(metadata_attr) if isinstance(request, dict) else getattr(request, metadata_attr, None)
        if metadata is None:
            metadata = {}
            if isinstance(request, dict):
                request[metadata_attr] = metadata
            else:
                setattr(request, metadata_attr, metadata)

        trace_carrier = {}
        inject(trace_carrier)
        trace_carrier_json_string = json.dumps(trace_carrier)
        metadata[TRACE_CARRIER] = trace_carrier_json_string
    except:
        pass


def extract_from_metadata(request, metadata_attr="metadata"):
    """
    Extract trace context from metadata of request object (dict or class instance).

    Parameters:
    request: can be a dictionary or any object, containing metadata attributes or fields.
    metadata_attr: metadata field name, default is 'metadata'.

    Returns:
    - Extraction success: returns OpenTelemetry context object (Context)
    - Extraction failure or exception: returns None
    """
    try:
        metadata = request.get(metadata_attr) if isinstance(request, dict) else getattr(request, metadata_attr, None)
        if metadata is None:
            return None

        trace_carrier_json_string = metadata.get(TRACE_CARRIER)
        if trace_carrier_json_string is None:
            return None

        trace_carrier = json.loads(trace_carrier_json_string)
        ctx = extract(trace_carrier)
        return ctx
    except:
        return None


def extract_from_request(request):
    """
    Extract trace context from trace_carrier of request object (dict or class instance).

    Parameters:
    request: can be a dictionary or any object, containing metadata attributes or fields.
    metadata_attr: metadata field name, default is 'metadata'.

    Returns:
    - Extraction success: returns OpenTelemetry context object (Context)
    - Extraction failure or exception: returns None
    """
    try:
        trace_carrier_info = getattr(request, TRACE_CARRIER, None)

        if trace_carrier_info is None:
            return None

        trace_carrier = json.loads(trace_carrier_info)
        ctx = extract(trace_carrier)
        return ctx
    except:
        return None


def start_span(span_name, request, kind=trace.SpanKind.CLIENT):
    """
    just start a new span in request trace context
    """
    try:
        if not traces_enable:
            return
        # extract Trace context from request.metadata.trace_carrier
        ctx = extract_from_metadata(request)
        with tracer.start_as_current_span(span_name, context=ctx, kind=kind):
            pass
    except:
        pass


def start_span_request(span_name, request, kind=trace.SpanKind.CLIENT):
    """
    just start a new span in request trace context
    """
    try:
        if not traces_enable:
            return
        # extract Trace context from request.metadata.trace_carrier
        ctx = extract_from_request(request)
        with tracer.start_as_current_span(span_name, context=ctx, kind=kind):
            pass
    except:
        pass