async streaming generator

This commit is contained in:
ishaan-jaff 2023-09-07 13:53:39 -07:00
parent c7e34bce5f
commit a611409e0f
3 changed files with 46 additions and 5 deletions

View file

@ -25,6 +25,7 @@ jobs:
python -m pip install -r .circleci/requirements.txt
pip install infisical
pip install pytest
pip install pytest-asyncio
pip install mypy
pip install openai[datalib]
pip install -Uq chromadb==0.3.29

View file

@ -60,8 +60,17 @@ async def acompletion(*args, **kwargs):
func_with_context = partial(ctx.run, func)
# Call the synchronous function using run_in_executor
return await loop.run_in_executor(None, func_with_context)
response = await loop.run_in_executor(None, func_with_context)
if kwargs.get("stream", False): # return an async generator
# do not change this
# for stream = True, always return an async generator
# See OpenAI acreate https://github.com/openai/openai-python/blob/5d50e9e3b39540af782ca24e65c290343d86e1a9/openai/api_resources/abstract/engine_api_resource.py#L193
return(
line
async for line in response
)
else:
return response
@client
@timeout( # type: ignore

View file

@ -11,7 +11,7 @@ sys.path.insert(
) # Adds the parent directory to the system path
from litellm import acompletion, acreate
@pytest.mark.asyncio
async def test_get_response():
user_message = "Hello, how are you?"
messages = [{"content": user_message, "role": "user"}]
@ -22,8 +22,39 @@ async def test_get_response():
return response
response = asyncio.run(test_get_response())
print(response)
# response = asyncio.run(test_get_response())
# print(response)
@pytest.mark.asyncio
async def test_get_response_streaming():
user_message = "Hello, how are you?"
messages = [{"content": user_message, "role": "user"}]
try:
response = await acompletion(model="gpt-3.5-turbo", messages=messages, stream=True)
print(type(response))
import inspect
is_async_generator = inspect.isasyncgen(response)
print(is_async_generator)
output = ""
async for chunk in response:
token = chunk["choices"][0]["delta"].get("content", "")
output += token
print(output)
assert output is not None, "Agent output cannot be None."
assert isinstance(output, str), "Agent output needs to be of type str"
assert len(output) > 0, "Length of output needs to be greater than 0."
except Exception as e:
pytest.fail(f"error occurred: {e}")
return response
# response = asyncio.run(test_get_response_streaming())
# print(response)
# async def test_get_response():
# user_message = "Hello, how are you?"