forked from phoenix/litellm-mirror
build(requirements.txt): bump openai dep version
fixes proxies argument
This commit is contained in:
Krrish Dholakia
parent
711a1428f8
commit
5d250ca19a
2 changed files with 117 additions and 117 deletions
|
|
@ -1,6 +1,6 @@
|
|||
# LITELLM PROXY DEPENDENCIES #
|
||||
anyio==4.4.0 # openai + http req.
|
||||
openai==1.54.0 # openai req.
|
||||
openai==1.55.3 # openai req.
|
||||
fastapi==0.111.0 # server dep
|
||||
backoff==2.2.1 # server dep
|
||||
pyyaml==6.0.0 # server dep
|
||||
|
|
|
|||
|
|
@ -1,128 +1,128 @@
|
|||
#### What this tests ####
|
||||
# This adds perf testing to the router, to ensure it's never > 50ms slower than the azure-openai sdk.
|
||||
import sys, os, time, inspect, asyncio, traceback
|
||||
from datetime import datetime
|
||||
import pytest
|
||||
# #### What this tests ####
|
||||
# # This adds perf testing to the router, to ensure it's never > 50ms slower than the azure-openai sdk.
|
||||
# import sys, os, time, inspect, asyncio, traceback
|
||||
# from datetime import datetime
|
||||
# import pytest
|
||||
|
||||
sys.path.insert(0, os.path.abspath("../.."))
|
||||
import openai, litellm, uuid
|
||||
from openai import AsyncAzureOpenAI
|
||||
# sys.path.insert(0, os.path.abspath("../.."))
|
||||
# import openai, litellm, uuid
|
||||
# from openai import AsyncAzureOpenAI
|
||||
|
||||
client = AsyncAzureOpenAI(
|
||||
api_key=os.getenv("AZURE_API_KEY"),
|
||||
azure_endpoint=os.getenv("AZURE_API_BASE"), # type: ignore
|
||||
api_version=os.getenv("AZURE_API_VERSION"),
|
||||
)
|
||||
# client = AsyncAzureOpenAI(
|
||||
# api_key=os.getenv("AZURE_API_KEY"),
|
||||
# azure_endpoint=os.getenv("AZURE_API_BASE"), # type: ignore
|
||||
# api_version=os.getenv("AZURE_API_VERSION"),
|
||||
# )
|
||||
|
||||
model_list = [
|
||||
{
|
||||
"model_name": "azure-test",
|
||||
"litellm_params": {
|
||||
"model": "azure/chatgpt-v-2",
|
||||
"api_key": os.getenv("AZURE_API_KEY"),
|
||||
"api_base": os.getenv("AZURE_API_BASE"),
|
||||
"api_version": os.getenv("AZURE_API_VERSION"),
|
||||
},
|
||||
}
|
||||
]
|
||||
# model_list = [
|
||||
# {
|
||||
# "model_name": "azure-test",
|
||||
# "litellm_params": {
|
||||
# "model": "azure/chatgpt-v-2",
|
||||
# "api_key": os.getenv("AZURE_API_KEY"),
|
||||
# "api_base": os.getenv("AZURE_API_BASE"),
|
||||
# "api_version": os.getenv("AZURE_API_VERSION"),
|
||||
# },
|
||||
# }
|
||||
# ]
|
||||
|
||||
router = litellm.Router(model_list=model_list) # type: ignore
|
||||
# router = litellm.Router(model_list=model_list) # type: ignore
|
||||
|
||||
|
||||
async def _openai_completion():
|
||||
try:
|
||||
start_time = time.time()
|
||||
response = await client.chat.completions.create(
|
||||
model="chatgpt-v-2",
|
||||
messages=[{"role": "user", "content": f"This is a test: {uuid.uuid4()}"}],
|
||||
stream=True,
|
||||
)
|
||||
time_to_first_token = None
|
||||
first_token_ts = None
|
||||
init_chunk = None
|
||||
async for chunk in response:
|
||||
if (
|
||||
time_to_first_token is None
|
||||
and len(chunk.choices) > 0
|
||||
and chunk.choices[0].delta.content is not None
|
||||
):
|
||||
first_token_ts = time.time()
|
||||
time_to_first_token = first_token_ts - start_time
|
||||
init_chunk = chunk
|
||||
end_time = time.time()
|
||||
print(
|
||||
"OpenAI Call: ",
|
||||
init_chunk,
|
||||
start_time,
|
||||
first_token_ts,
|
||||
time_to_first_token,
|
||||
end_time,
|
||||
)
|
||||
return time_to_first_token
|
||||
except Exception as e:
|
||||
print(e)
|
||||
return None
|
||||
# async def _openai_completion():
|
||||
# try:
|
||||
# start_time = time.time()
|
||||
# response = await client.chat.completions.create(
|
||||
# model="chatgpt-v-2",
|
||||
# messages=[{"role": "user", "content": f"This is a test: {uuid.uuid4()}"}],
|
||||
# stream=True,
|
||||
# )
|
||||
# time_to_first_token = None
|
||||
# first_token_ts = None
|
||||
# init_chunk = None
|
||||
# async for chunk in response:
|
||||
# if (
|
||||
# time_to_first_token is None
|
||||
# and len(chunk.choices) > 0
|
||||
# and chunk.choices[0].delta.content is not None
|
||||
# ):
|
||||
# first_token_ts = time.time()
|
||||
# time_to_first_token = first_token_ts - start_time
|
||||
# init_chunk = chunk
|
||||
# end_time = time.time()
|
||||
# print(
|
||||
# "OpenAI Call: ",
|
||||
# init_chunk,
|
||||
# start_time,
|
||||
# first_token_ts,
|
||||
# time_to_first_token,
|
||||
# end_time,
|
||||
# )
|
||||
# return time_to_first_token
|
||||
# except Exception as e:
|
||||
# print(e)
|
||||
# return None
|
||||
|
||||
|
||||
async def _router_completion():
|
||||
try:
|
||||
start_time = time.time()
|
||||
response = await router.acompletion(
|
||||
model="azure-test",
|
||||
messages=[{"role": "user", "content": f"This is a test: {uuid.uuid4()}"}],
|
||||
stream=True,
|
||||
)
|
||||
time_to_first_token = None
|
||||
first_token_ts = None
|
||||
init_chunk = None
|
||||
async for chunk in response:
|
||||
if (
|
||||
time_to_first_token is None
|
||||
and len(chunk.choices) > 0
|
||||
and chunk.choices[0].delta.content is not None
|
||||
):
|
||||
first_token_ts = time.time()
|
||||
time_to_first_token = first_token_ts - start_time
|
||||
init_chunk = chunk
|
||||
end_time = time.time()
|
||||
print(
|
||||
"Router Call: ",
|
||||
init_chunk,
|
||||
start_time,
|
||||
first_token_ts,
|
||||
time_to_first_token,
|
||||
end_time - first_token_ts,
|
||||
)
|
||||
return time_to_first_token
|
||||
except Exception as e:
|
||||
print(e)
|
||||
return None
|
||||
# async def _router_completion():
|
||||
# try:
|
||||
# start_time = time.time()
|
||||
# response = await router.acompletion(
|
||||
# model="azure-test",
|
||||
# messages=[{"role": "user", "content": f"This is a test: {uuid.uuid4()}"}],
|
||||
# stream=True,
|
||||
# )
|
||||
# time_to_first_token = None
|
||||
# first_token_ts = None
|
||||
# init_chunk = None
|
||||
# async for chunk in response:
|
||||
# if (
|
||||
# time_to_first_token is None
|
||||
# and len(chunk.choices) > 0
|
||||
# and chunk.choices[0].delta.content is not None
|
||||
# ):
|
||||
# first_token_ts = time.time()
|
||||
# time_to_first_token = first_token_ts - start_time
|
||||
# init_chunk = chunk
|
||||
# end_time = time.time()
|
||||
# print(
|
||||
# "Router Call: ",
|
||||
# init_chunk,
|
||||
# start_time,
|
||||
# first_token_ts,
|
||||
# time_to_first_token,
|
||||
# end_time - first_token_ts,
|
||||
# )
|
||||
# return time_to_first_token
|
||||
# except Exception as e:
|
||||
# print(e)
|
||||
# return None
|
||||
|
||||
|
||||
async def test_azure_completion_streaming():
|
||||
"""
|
||||
Test azure streaming call - measure on time to first (non-null) token.
|
||||
"""
|
||||
n = 3 # Number of concurrent tasks
|
||||
## OPENAI AVG. TIME
|
||||
tasks = [_openai_completion() for _ in range(n)]
|
||||
chat_completions = await asyncio.gather(*tasks)
|
||||
successful_completions = [c for c in chat_completions if c is not None]
|
||||
total_time = 0
|
||||
for item in successful_completions:
|
||||
total_time += item
|
||||
avg_openai_time = total_time / 3
|
||||
## ROUTER AVG. TIME
|
||||
tasks = [_router_completion() for _ in range(n)]
|
||||
chat_completions = await asyncio.gather(*tasks)
|
||||
successful_completions = [c for c in chat_completions if c is not None]
|
||||
total_time = 0
|
||||
for item in successful_completions:
|
||||
total_time += item
|
||||
avg_router_time = total_time / 3
|
||||
## COMPARE
|
||||
print(f"avg_router_time: {avg_router_time}; avg_openai_time: {avg_openai_time}")
|
||||
assert avg_router_time < avg_openai_time + 0.5
|
||||
# async def test_azure_completion_streaming():
|
||||
# """
|
||||
# Test azure streaming call - measure on time to first (non-null) token.
|
||||
# """
|
||||
# n = 3 # Number of concurrent tasks
|
||||
# ## OPENAI AVG. TIME
|
||||
# tasks = [_openai_completion() for _ in range(n)]
|
||||
# chat_completions = await asyncio.gather(*tasks)
|
||||
# successful_completions = [c for c in chat_completions if c is not None]
|
||||
# total_time = 0
|
||||
# for item in successful_completions:
|
||||
# total_time += item
|
||||
# avg_openai_time = total_time / 3
|
||||
# ## ROUTER AVG. TIME
|
||||
# tasks = [_router_completion() for _ in range(n)]
|
||||
# chat_completions = await asyncio.gather(*tasks)
|
||||
# successful_completions = [c for c in chat_completions if c is not None]
|
||||
# total_time = 0
|
||||
# for item in successful_completions:
|
||||
# total_time += item
|
||||
# avg_router_time = total_time / 3
|
||||
# ## COMPARE
|
||||
# print(f"avg_router_time: {avg_router_time}; avg_openai_time: {avg_openai_time}")
|
||||
# assert avg_router_time < avg_openai_time + 0.5
|
||||
|
||||
|
||||
# asyncio.run(test_azure_completion_streaming())
|
||||
# # asyncio.run(test_azure_completion_streaming())
|
||||
|
|
|
|||
Loading…
Add table
Add a link
Reference in a new issue