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fix(openai): track client attributes for v1 SDK of OpenAI #522

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Feb 26, 2024
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Original file line number Diff line number Diff line change
Expand Up @@ -32,10 +32,33 @@ def _set_span_attribute(span, name, value):
return


def _set_client_attributes(span, instance):
if not span.is_recording():
return

if not is_openai_v1():
return

try:
client = instance._client # pylint: disable=protected-access
if isinstance(client, (openai.AsyncOpenAI, openai.OpenAI)):
_set_span_attribute(span, OPENAI_API_BASE, str(client.base_url))
if isinstance(client, (openai.AsyncAzureOpenAI, openai.AzureOpenAI)):
_set_span_attribute(span, OPENAI_API_VERSION, client._api_version) # pylint: disable=protected-access

except Exception as ex: # pylint: disable=broad-except
logger.warning(
"Failed to set api attributes for openai v1 span, error: %s", str(ex)
)


def _set_api_attributes(span):
if not span.is_recording():
return

if is_openai_v1():
return

try:
base_url = openai.base_url if hasattr(openai, "base_url") else openai.api_base

Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -8,6 +8,7 @@
from opentelemetry.instrumentation.utils import _SUPPRESS_INSTRUMENTATION_KEY
from opentelemetry.instrumentation.openai.utils import _with_tracer_wrapper
from opentelemetry.instrumentation.openai.shared import (
_set_client_attributes,
_set_request_attributes,
_set_span_attribute,
_set_functions_attributes,
Expand Down Expand Up @@ -39,7 +40,7 @@ def chat_wrapper(tracer, wrapped, instance, args, kwargs):
attributes={SpanAttributes.LLM_REQUEST_TYPE: LLM_REQUEST_TYPE.value},
)

_handle_request(span, kwargs)
_handle_request(span, kwargs, instance)
response = wrapped(*args, **kwargs)

if is_streaming_response(response):
Expand All @@ -62,7 +63,7 @@ async def achat_wrapper(tracer, wrapped, instance, args, kwargs):
kind=SpanKind.CLIENT,
attributes={SpanAttributes.LLM_REQUEST_TYPE: LLM_REQUEST_TYPE.value},
)
_handle_request(span, kwargs)
_handle_request(span, kwargs, instance)
response = await wrapped(*args, **kwargs)

if is_streaming_response(response):
Expand All @@ -75,8 +76,9 @@ async def achat_wrapper(tracer, wrapped, instance, args, kwargs):
return response


def _handle_request(span, kwargs):
def _handle_request(span, kwargs, instance):
_set_request_attributes(span, kwargs)
_set_client_attributes(span, instance)
if should_send_prompts():
_set_prompts(span, kwargs.get("messages"))
_set_functions_attributes(span, kwargs.get("functions"))
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -7,6 +7,7 @@
from opentelemetry.instrumentation.utils import _SUPPRESS_INSTRUMENTATION_KEY
from opentelemetry.instrumentation.openai.utils import _with_tracer_wrapper
from opentelemetry.instrumentation.openai.shared import (
_set_client_attributes,
_set_request_attributes,
_set_span_attribute,
_set_functions_attributes,
Expand Down Expand Up @@ -39,7 +40,7 @@ def completion_wrapper(tracer, wrapped, instance, args, kwargs):
attributes={SpanAttributes.LLM_REQUEST_TYPE: LLM_REQUEST_TYPE.value},
)

_handle_request(span, kwargs)
_handle_request(span, kwargs, instance)
response = wrapped(*args, **kwargs)

if is_streaming_response(response):
Expand All @@ -63,7 +64,7 @@ async def acompletion_wrapper(tracer, wrapped, instance, args, kwargs):
attributes={SpanAttributes.LLM_REQUEST_TYPE: LLM_REQUEST_TYPE.value},
)

_handle_request(span, kwargs)
_handle_request(span, kwargs, instance)
response = await wrapped(*args, **kwargs)

if is_streaming_response(response):
Expand All @@ -76,11 +77,12 @@ async def acompletion_wrapper(tracer, wrapped, instance, args, kwargs):
return response


def _handle_request(span, kwargs):
def _handle_request(span, kwargs, instance):
_set_request_attributes(span, kwargs)
if should_send_prompts():
_set_prompts(span, kwargs.get("prompt"))
_set_functions_attributes(span, kwargs.get("functions"))
_set_client_attributes(span, instance)


def _handle_response(response, span):
Expand Down
Original file line number Diff line number Diff line change
Expand Up @@ -10,6 +10,7 @@
start_as_current_span_async,
)
from opentelemetry.instrumentation.openai.shared import (
_set_client_attributes,
_set_request_attributes,
_set_span_attribute,
_set_response_attributes,
Expand Down Expand Up @@ -37,7 +38,7 @@ def embeddings_wrapper(tracer, wrapped, instance, args, kwargs):
kind=SpanKind.CLIENT,
attributes={SpanAttributes.LLM_REQUEST_TYPE: LLM_REQUEST_TYPE.value},
) as span:
_handle_request(span, kwargs)
_handle_request(span, kwargs, instance)
response = wrapped(*args, **kwargs)
_handle_response(response, span)

Expand All @@ -55,17 +56,18 @@ async def aembeddings_wrapper(tracer, wrapped, instance, args, kwargs):
kind=SpanKind.CLIENT,
attributes={SpanAttributes.LLM_REQUEST_TYPE: LLM_REQUEST_TYPE.value},
) as span:
_handle_request(span, kwargs)
_handle_request(span, kwargs, instance)
response = await wrapped(*args, **kwargs)
_handle_response(response, span)

return response


def _handle_request(span, kwargs):
def _handle_request(span, kwargs, instance):
_set_request_attributes(span, kwargs)
if should_send_prompts():
_set_prompts(span, kwargs.get("input"))
_set_client_attributes(span, instance)


def _handle_response(response, span):
Expand Down
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