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251 changes: 209 additions & 42 deletions langfuse/openai.py
Original file line number Diff line number Diff line change
Expand Up @@ -830,6 +830,178 @@ def _is_streaming_response(response: Any) -> bool:
)


_openai_stream_iter_hook_installed = False


def _install_openai_stream_iteration_hooks() -> None:
global _openai_stream_iter_hook_installed

if not _is_openai_v1():
return

if not _openai_stream_iter_hook_installed:
original_iter = openai.Stream.__iter__

def traced_iter(self: Any) -> Any:
try:
yield from original_iter(self)
finally:
finalize_once = getattr(self, "_langfuse_finalize_once", None)
if finalize_once is not None:
finalize_once()

openai.Stream.__iter__ = traced_iter
_openai_stream_iter_hook_installed = True
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def _finalize_stream_response(
*,
resource: OpenAiDefinition,
items: list[Any],
generation: LangfuseGeneration,
completion_start_time: Optional[datetime],
) -> None:
try:
model, completion, usage, metadata = (
_extract_streamed_response_api_response(items)
if resource.object == "Responses" or resource.object == "AsyncResponses"
else _extract_streamed_openai_response(resource, items)
)

_create_langfuse_update(
completion,
generation,
completion_start_time,
model=model,
usage=usage,
metadata=metadata,
)
except Exception:
pass
finally:
generation.end()


def _instrument_openai_stream(
*,
resource: OpenAiDefinition,
response: Any,
generation: LangfuseGeneration,
) -> Any:
if not hasattr(response, "_iterator"):
return LangfuseResponseGeneratorSync(
resource=resource,
response=response,
generation=generation,
)

items: list[Any] = []
raw_iterator = response._iterator
completion_start_time: Optional[datetime] = None
is_finalized = False
close = response.close

def finalize_once() -> None:
nonlocal is_finalized
if is_finalized:
return

is_finalized = True
_finalize_stream_response(
resource=resource,
items=items,
generation=generation,
completion_start_time=completion_start_time,
)

response._langfuse_finalize_once = finalize_once # type: ignore[attr-defined]

def traced_iterator() -> Any:
nonlocal completion_start_time
try:
for item in raw_iterator:
items.append(item)

if completion_start_time is None:
completion_start_time = _get_timestamp()

yield item
finally:
finalize_once()

def traced_close() -> Any:
try:
return close()
finally:
finalize_once()

response._iterator = traced_iterator()
response.close = traced_close
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return response


def _instrument_openai_async_stream(
*,
resource: OpenAiDefinition,
response: Any,
generation: LangfuseGeneration,
) -> Any:
if not hasattr(response, "_iterator"):
return LangfuseResponseGeneratorAsync(
resource=resource,
response=response,
generation=generation,
)

items: list[Any] = []
raw_iterator = response._iterator
completion_start_time: Optional[datetime] = None
is_finalized = False
close = response.close

async def finalize_once() -> None:
nonlocal is_finalized
if is_finalized:
return

is_finalized = True
_finalize_stream_response(
resource=resource,
items=items,
generation=generation,
completion_start_time=completion_start_time,
)

async def traced_iterator() -> Any:
nonlocal completion_start_time
try:
async for item in raw_iterator:
items.append(item)

if completion_start_time is None:
completion_start_time = _get_timestamp()

yield item
finally:
await finalize_once()

async def traced_close() -> Any:
try:
return await close()
finally:
await finalize_once()

async def traced_aclose() -> Any:
return await traced_close()

response._iterator = traced_iterator()
response.close = traced_close
response.aclose = traced_aclose
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return response


@_langfuse_wrapper
def _wrap(
open_ai_resource: OpenAiDefinition, wrapped: Any, args: Any, kwargs: Any
Expand Down Expand Up @@ -863,7 +1035,13 @@ def _wrap(
try:
openai_response = wrapped(**arg_extractor.get_openai_args())

if _is_streaming_response(openai_response):
if _is_openai_v1() and isinstance(openai_response, openai.Stream):
return _instrument_openai_stream(
resource=open_ai_resource,
response=openai_response,
generation=generation,
)
elif _is_streaming_response(openai_response):
return LangfuseResponseGeneratorSync(
resource=open_ai_resource,
response=openai_response,
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Expand Down Expand Up @@ -934,7 +1112,13 @@ async def _wrap_async(
try:
openai_response = await wrapped(**arg_extractor.get_openai_args())

if _is_streaming_response(openai_response):
if _is_openai_v1() and isinstance(openai_response, openai.AsyncStream):
return _instrument_openai_async_stream(
resource=open_ai_resource,
response=openai_response,
generation=generation,
)
elif _is_streaming_response(openai_response):
return LangfuseResponseGeneratorAsync(
resource=open_ai_resource,
response=openai_response,
Expand Down Expand Up @@ -994,6 +1178,7 @@ def register_tracing() -> None:


register_tracing()
_install_openai_stream_iteration_hooks()


class LangfuseResponseGeneratorSync:
Expand All @@ -1010,6 +1195,7 @@ def __init__(
self.response = response
self.generation = generation
self.completion_start_time: Optional[datetime] = None
self._is_finalized = False

def __iter__(self) -> Any:
try:
Expand Down Expand Up @@ -1045,26 +1231,16 @@ def __exit__(self, exc_type: Any, exc_value: Any, traceback: Any) -> None:
pass

def _finalize(self) -> None:
try:
model, completion, usage, metadata = (
_extract_streamed_response_api_response(self.items)
if self.resource.object == "Responses"
or self.resource.object == "AsyncResponses"
else _extract_streamed_openai_response(self.resource, self.items)
)

_create_langfuse_update(
completion,
self.generation,
self.completion_start_time,
model=model,
usage=usage,
metadata=metadata,
)
except Exception:
pass
finally:
self.generation.end()
if self._is_finalized:
return

self._is_finalized = True
_finalize_stream_response(
resource=self.resource,
items=self.items,
generation=self.generation,
completion_start_time=self.completion_start_time,
)


class LangfuseResponseGeneratorAsync:
Expand All @@ -1081,6 +1257,7 @@ def __init__(
self.response = response
self.generation = generation
self.completion_start_time: Optional[datetime] = None
self._is_finalized = False

async def __aiter__(self) -> Any:
try:
Expand Down Expand Up @@ -1116,26 +1293,16 @@ async def __aexit__(self, exc_type: Any, exc_value: Any, traceback: Any) -> None
pass

async def _finalize(self) -> None:
try:
model, completion, usage, metadata = (
_extract_streamed_response_api_response(self.items)
if self.resource.object == "Responses"
or self.resource.object == "AsyncResponses"
else _extract_streamed_openai_response(self.resource, self.items)
)

_create_langfuse_update(
completion,
self.generation,
self.completion_start_time,
model=model,
usage=usage,
metadata=metadata,
)
except Exception:
pass
finally:
self.generation.end()
if self._is_finalized:
return

self._is_finalized = True
_finalize_stream_response(
resource=self.resource,
items=self.items,
generation=self.generation,
completion_start_time=self.completion_start_time,
)

async def close(self) -> None:
"""Close the response and release the connection.
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