phoenix/litellm-mirror
0
0
Fork 1
mirror of https://github.com/BerriAI/litellm.git synced 2025-04-27 11:43:54 +00:00
Code Issues Projects Releases Packages Wiki Activity Actions

update testing for streaming to catch empty responses

Browse source
This commit is contained in:
Krrish Dholakia 2023-08-26 11:20:06 -07:00
parent d0eb126700
commit 06711e7d46
4 changed files with 86 additions and 52 deletions
Download patch file Download diff file Expand all files Collapse all files

102
litellm/tests/test_streaming.py
View file

@ -9,7 +9,7 @@ sys.path.insert(
) # Adds the parent directory to the system path
import litellm
from litellm import completion
litellm.logging = False
litellm.logging = True
litellm.set_verbose = True
score = 0
@ -22,25 +22,69 @@ def logger_fn(model_call_object: dict):
user_message = "Hello, how are you?"
messages = [{"content": user_message, "role": "user"}]
# test on anthropic completion call
# test on openai completion call
try:
start_time = time.time()
response = completion(
model="claude-instant-1", messages=messages, stream=True, logger_fn=logger_fn
model="gpt-3.5-turbo", messages=messages, stream=True, logger_fn=logger_fn
)
response = ""
for chunk in response:
chunk_time = time.time()
print(f"time since initial request: {chunk_time - start_time:.2f}")
print(chunk["choices"][0]["delta"])
score += 1
response += chunk["choices"][0]["delta"]
if response == "":
raise Exception("Empty response received")
except:
print(f"error occurred: {traceback.format_exc()}")
pass
# # test on openai completion call
# test on azure completion call
try:
response = completion(
model="azure/chatgpt-test", messages=messages, stream=True, logger_fn=logger_fn
)
response = ""
for chunk in response:
chunk_time = time.time()
print(f"time since initial request: {chunk_time - start_time:.2f}")
print(chunk["choices"][0]["delta"])
response += chunk["choices"][0]["delta"]
if response == "":
raise Exception("Empty response received")
except:
print(f"error occurred: {traceback.format_exc()}")
pass
# test on anthropic completion call
try:
response = completion(
model="claude-instant-1", messages=messages, stream=True, logger_fn=logger_fn
)
response = ""
for chunk in response:
chunk_time = time.time()
print(f"time since initial request: {chunk_time - start_time:.2f}")
print(chunk["choices"][0]["delta"])
response += chunk["choices"][0]["delta"]
if response == "":
raise Exception("Empty response received")
except:
print(f"error occurred: {traceback.format_exc()}")
pass
# # test on huggingface completion call
# try:
# response = completion(
# model="gpt-3.5-turbo", messages=messages, stream=True, logger_fn=logger_fn
# model="meta-llama/Llama-2-7b-chat-hf",
# messages=messages,
# custom_llm_provider="huggingface",
# custom_api_base="https://s7c7gytn18vnu4tw.us-east-1.aws.endpoints.huggingface.cloud",
# stream=True,
# logger_fn=logger_fn,
# )
# for chunk in response:
# print(chunk["choices"][0]["delta"])
@ -48,47 +92,3 @@ except:
# except:
# print(f"error occurred: {traceback.format_exc()}")
# pass
# # test on azure completion call
# try:
# response = completion(
# model="azure/chatgpt-test", messages=messages, stream=True, logger_fn=logger_fn
# )
# for chunk in response:
# print(chunk["choices"][0]["delta"])
# score += 1
# except:
# print(f"error occurred: {traceback.format_exc()}")
# pass
# # test on anthropic completion call
# try:
# response = completion(
# model="claude-instant-1", messages=messages, stream=True, logger_fn=logger_fn
# )
# for chunk in response:
# print(chunk["choices"][0]["delta"])
# score += 1
# except:
# print(f"error occurred: {traceback.format_exc()}")
# pass
# # # test on huggingface completion call
# # try:
# # response = completion(
# # model="meta-llama/Llama-2-7b-chat-hf",
# # messages=messages,
# # custom_llm_provider="huggingface",
# # custom_api_base="https://s7c7gytn18vnu4tw.us-east-1.aws.endpoints.huggingface.cloud",
# # stream=True,
# # logger_fn=logger_fn,
# # )
# # for chunk in response:
# # print(chunk["choices"][0]["delta"])
# # score += 1
# # except:
# # print(f"error occurred: {traceback.format_exc()}")
# # pass