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update imports

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This commit is contained in:
yujonglee 2024-06-04 14:09:28 +09:00
parent 6652227c25
commit 5b4ab517df
1 changed files with 29 additions and 21 deletions
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50
litellm/integrations/opentelemetry.py
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@ -1,28 +1,9 @@
from dataclasses import dataclass
from typing import Optional
import os
from typing import Optional
from dataclasses import dataclass
from litellm.integrations.custom_logger import CustomLogger
from opentelemetry import trace
from opentelemetry.trace import Status, StatusCode
from opentelemetry.trace.propagation.tracecontext import TraceContextTextMapPropagator
from opentelemetry.sdk.resources import Resource
from opentelemetry.sdk.trace import TracerProvider
from opentelemetry.exporter.otlp.proto.http.trace_exporter import (
OTLPSpanExporter as OTLPSpanExporterHTTP,
)
from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import (
OTLPSpanExporter as OTLPSpanExporterGRPC,
)
from opentelemetry.sdk.trace.export import (
SpanExporter,
SimpleSpanProcessor,
BatchSpanProcessor,
ConsoleSpanExporter,
)
LITELLM_TRACER_NAME = "litellm"
LITELLM_RESOURCE = {"service.name": "litellm"}
@ -30,6 +11,8 @@ LITELLM_RESOURCE = {"service.name": "litellm"}
@dataclass
class OpenTelemetryConfig:
from opentelemetry.sdk.trace.export import SpanExporter
exporter: str | SpanExporter = "console"
endpoint: Optional[str] = None
bearer_token: Optional[str] = None
@ -45,6 +28,10 @@ class OpenTelemetryConfig:
class OpenTelemetry(CustomLogger):
def __init__(self, config=OpenTelemetryConfig.from_env()):
from opentelemetry import trace
from opentelemetry.sdk.resources import Resource
from opentelemetry.sdk.trace import TracerProvider
self.config = config
provider = TracerProvider(resource=Resource(attributes=LITELLM_RESOURCE))
provider.add_span_processor(self._get_span_processor())
@ -65,6 +52,8 @@ class OpenTelemetry(CustomLogger):
self._handle_failure(kwargs, response_obj, start_time, end_time)
def _handle_sucess(self, kwargs, response_obj, start_time, end_time):
from opentelemetry.trace import Status, StatusCode
span = self.tracer.start_span(
name=self._get_span_name(kwargs),
start_time=self._to_ns(start_time),
@ -75,6 +64,8 @@ class OpenTelemetry(CustomLogger):
span.end(end_time=self._to_ns(end_time))
def _handle_failure(self, kwargs, response_obj, start_time, end_time):
from opentelemetry.trace import Status, StatusCode
span = self.tracer.start_span(
name=self._get_span_name(kwargs),
start_time=self._to_ns(start_time),
@ -96,6 +87,10 @@ class OpenTelemetry(CustomLogger):
return f"litellm-{kwargs.get('call_type', 'completion')}"
def _get_span_context(self, kwargs):
from opentelemetry.trace.propagation.tracecontext import (
TraceContextTextMapPropagator,
)
litellm_params = kwargs.get("litellm_params", {}) or {}
proxy_server_request = litellm_params.get("proxy_server_request", {}) or {}
headers = proxy_server_request.get("headers", {}) or {}
@ -108,6 +103,19 @@ class OpenTelemetry(CustomLogger):
return TraceContextTextMapPropagator().extract(carrier=carrier)
def _get_span_processor(self):
from opentelemetry.sdk.trace.export import (
SpanExporter,
SimpleSpanProcessor,
BatchSpanProcessor,
ConsoleSpanExporter,
)
from opentelemetry.exporter.otlp.proto.http.trace_exporter import (
OTLPSpanExporter as OTLPSpanExporterHTTP,
)
from opentelemetry.exporter.otlp.proto.grpc.trace_exporter import (
OTLPSpanExporter as OTLPSpanExporterGRPC,
)
if isinstance(self.config.exporter, SpanExporter):
return SimpleSpanProcessor(self.config.exporter)