diff --git a/litellm/proxy/proxy_server.py b/litellm/proxy/proxy_server.py index 39c9cd5881..126134642f 100644 --- a/litellm/proxy/proxy_server.py +++ b/litellm/proxy/proxy_server.py @@ -102,6 +102,7 @@ def generate_feedback_box(): from collections import defaultdict +from contextlib import asynccontextmanager import litellm from litellm import Router @@ -364,6 +365,178 @@ _description = ( else f"Proxy Server to call 100+ LLMs in the OpenAI format. {custom_swagger_message}\n\n{ui_message}" ) + +def cleanup_router_config_variables(): + global master_key, user_config_file_path, otel_logging, user_custom_auth, user_custom_auth_path, user_custom_key_generate, user_custom_sso, use_background_health_checks, health_check_interval, prisma_client + + # Set all variables to None + master_key = None + user_config_file_path = None + otel_logging = None + user_custom_auth = None + user_custom_auth_path = None + user_custom_key_generate = None + user_custom_sso = None + use_background_health_checks = None + health_check_interval = None + prisma_client = None + + +async def proxy_shutdown_event(): + global prisma_client, master_key, user_custom_auth, user_custom_key_generate + verbose_proxy_logger.info("Shutting down LiteLLM Proxy Server") + if prisma_client: + verbose_proxy_logger.debug("Disconnecting from Prisma") + await prisma_client.disconnect() + + if litellm.cache is not None: + await litellm.cache.disconnect() + + await jwt_handler.close() + + if db_writer_client is not None: + await db_writer_client.close() + + # flush remaining langfuse logs + if "langfuse" in litellm.success_callback: + try: + # flush langfuse logs on shutdow + from litellm.utils import langFuseLogger + + if langFuseLogger is not None: + langFuseLogger.Langfuse.flush() + except Exception: + # [DO NOT BLOCK shutdown events for this] + pass + + ## RESET CUSTOM VARIABLES ## + cleanup_router_config_variables() + + +@asynccontextmanager +async def proxy_startup_event(app: FastAPI): + global prisma_client, master_key, use_background_health_checks, llm_router, llm_model_list, general_settings, proxy_budget_rescheduler_min_time, proxy_budget_rescheduler_max_time, litellm_proxy_admin_name, db_writer_client, store_model_in_db, premium_user, _license_check + import json + + init_verbose_loggers() + + ### LOAD MASTER KEY ### + # check if master key set in environment - load from there + master_key = get_secret("LITELLM_MASTER_KEY", None) # type: ignore + # check if DATABASE_URL in environment - load from there + if prisma_client is None: + _db_url: Optional[str] = get_secret("DATABASE_URL", None) # type: ignore + prisma_client = await ProxyStartupEvent._setup_prisma_client( + database_url=_db_url, + proxy_logging_obj=proxy_logging_obj, + user_api_key_cache=user_api_key_cache, + ) + + ## CHECK PREMIUM USER + verbose_proxy_logger.debug( + "litellm.proxy.proxy_server.py::startup() - CHECKING PREMIUM USER - {}".format( + premium_user + ) + ) + if premium_user is False: + premium_user = _license_check.is_premium() + + ### LOAD CONFIG ### + worker_config: Optional[Union[str, dict]] = get_secret("WORKER_CONFIG") # type: ignore + env_config_yaml: Optional[str] = get_secret_str("CONFIG_FILE_PATH") + verbose_proxy_logger.debug("worker_config: %s", worker_config) + # check if it's a valid file path + if env_config_yaml is not None: + if os.path.isfile(env_config_yaml) and proxy_config.is_yaml( + config_file_path=env_config_yaml + ): + ( + llm_router, + llm_model_list, + general_settings, + ) = await proxy_config.load_config( + router=llm_router, config_file_path=env_config_yaml + ) + elif worker_config is not None: + if ( + isinstance(worker_config, str) + and os.path.isfile(worker_config) + and proxy_config.is_yaml(config_file_path=worker_config) + ): + ( + llm_router, + llm_model_list, + general_settings, + ) = await proxy_config.load_config( + router=llm_router, config_file_path=worker_config + ) + elif os.environ.get("LITELLM_CONFIG_BUCKET_NAME") is not None and isinstance( + worker_config, str + ): + ( + llm_router, + llm_model_list, + general_settings, + ) = await proxy_config.load_config( + router=llm_router, config_file_path=worker_config + ) + elif isinstance(worker_config, dict): + await initialize(**worker_config) + else: + # if not, assume it's a json string + worker_config = json.loads(worker_config) + if isinstance(worker_config, dict): + await initialize(**worker_config) + + ProxyStartupEvent._initialize_startup_logging( + llm_router=llm_router, + proxy_logging_obj=proxy_logging_obj, + redis_usage_cache=redis_usage_cache, + ) + + ## JWT AUTH ## + ProxyStartupEvent._initialize_jwt_auth( + general_settings=general_settings, + prisma_client=prisma_client, + user_api_key_cache=user_api_key_cache, + ) + + if use_background_health_checks: + asyncio.create_task( + _run_background_health_check() + ) # start the background health check coroutine. + + if prompt_injection_detection_obj is not None: # [TODO] - REFACTOR THIS + prompt_injection_detection_obj.update_environment(router=llm_router) + + verbose_proxy_logger.debug("prisma_client: %s", prisma_client) + if prisma_client is not None and master_key is not None: + ProxyStartupEvent._add_master_key_hash_to_db( + master_key=master_key, + prisma_client=prisma_client, + litellm_proxy_admin_name=litellm_proxy_admin_name, + general_settings=general_settings, + ) + + if prisma_client is not None and litellm.max_budget > 0: + ProxyStartupEvent._add_proxy_budget_to_db( + litellm_proxy_budget_name=litellm_proxy_admin_name + ) + + ### START BATCH WRITING DB + CHECKING NEW MODELS### + if prisma_client is not None: + await ProxyStartupEvent.initialize_scheduled_background_jobs( + general_settings=general_settings, + prisma_client=prisma_client, + proxy_budget_rescheduler_min_time=proxy_budget_rescheduler_min_time, + proxy_budget_rescheduler_max_time=proxy_budget_rescheduler_max_time, + proxy_batch_write_at=proxy_batch_write_at, + proxy_logging_obj=proxy_logging_obj, + ) + yield + await proxy_shutdown_event() + + app = FastAPI( docs_url=_get_docs_url(), redoc_url=_get_redoc_url(), @@ -371,6 +544,7 @@ app = FastAPI( description=_description, version=version, root_path=server_root_path, # check if user passed root path, FastAPI defaults this value to "" + lifespan=proxy_startup_event, ) @@ -2998,128 +3172,6 @@ class ProxyStartupEvent: return prisma_client -@router.on_event("startup") -async def startup_event(): - global prisma_client, master_key, use_background_health_checks, llm_router, llm_model_list, general_settings, proxy_budget_rescheduler_min_time, proxy_budget_rescheduler_max_time, litellm_proxy_admin_name, db_writer_client, store_model_in_db, premium_user, _license_check - import json - - init_verbose_loggers() - - ### LOAD MASTER KEY ### - # check if master key set in environment - load from there - master_key = get_secret("LITELLM_MASTER_KEY", None) # type: ignore - # check if DATABASE_URL in environment - load from there - if prisma_client is None: - _db_url: Optional[str] = get_secret("DATABASE_URL", None) # type: ignore - prisma_client = await ProxyStartupEvent._setup_prisma_client( - database_url=_db_url, - proxy_logging_obj=proxy_logging_obj, - user_api_key_cache=user_api_key_cache, - ) - - ## CHECK PREMIUM USER - verbose_proxy_logger.debug( - "litellm.proxy.proxy_server.py::startup() - CHECKING PREMIUM USER - {}".format( - premium_user - ) - ) - if premium_user is False: - premium_user = _license_check.is_premium() - - ### LOAD CONFIG ### - worker_config: Optional[Union[str, dict]] = get_secret("WORKER_CONFIG") # type: ignore - env_config_yaml: Optional[str] = get_secret_str("CONFIG_FILE_PATH") - verbose_proxy_logger.debug("worker_config: %s", worker_config) - # check if it's a valid file path - if env_config_yaml is not None: - if os.path.isfile(env_config_yaml) and proxy_config.is_yaml( - config_file_path=env_config_yaml - ): - ( - llm_router, - llm_model_list, - general_settings, - ) = await proxy_config.load_config( - router=llm_router, config_file_path=env_config_yaml - ) - elif worker_config is not None: - if ( - isinstance(worker_config, str) - and os.path.isfile(worker_config) - and proxy_config.is_yaml(config_file_path=worker_config) - ): - ( - llm_router, - llm_model_list, - general_settings, - ) = await proxy_config.load_config( - router=llm_router, config_file_path=worker_config - ) - elif os.environ.get("LITELLM_CONFIG_BUCKET_NAME") is not None and isinstance( - worker_config, str - ): - ( - llm_router, - llm_model_list, - general_settings, - ) = await proxy_config.load_config( - router=llm_router, config_file_path=worker_config - ) - elif isinstance(worker_config, dict): - await initialize(**worker_config) - else: - # if not, assume it's a json string - worker_config = json.loads(worker_config) - if isinstance(worker_config, dict): - await initialize(**worker_config) - - ProxyStartupEvent._initialize_startup_logging( - llm_router=llm_router, - proxy_logging_obj=proxy_logging_obj, - redis_usage_cache=redis_usage_cache, - ) - - ## JWT AUTH ## - ProxyStartupEvent._initialize_jwt_auth( - general_settings=general_settings, - prisma_client=prisma_client, - user_api_key_cache=user_api_key_cache, - ) - - if use_background_health_checks: - asyncio.create_task( - _run_background_health_check() - ) # start the background health check coroutine. - - if prompt_injection_detection_obj is not None: # [TODO] - REFACTOR THIS - prompt_injection_detection_obj.update_environment(router=llm_router) - - verbose_proxy_logger.debug("prisma_client: %s", prisma_client) - if prisma_client is not None and master_key is not None: - ProxyStartupEvent._add_master_key_hash_to_db( - master_key=master_key, - prisma_client=prisma_client, - litellm_proxy_admin_name=litellm_proxy_admin_name, - general_settings=general_settings, - ) - - if prisma_client is not None and litellm.max_budget > 0: - ProxyStartupEvent._add_proxy_budget_to_db( - litellm_proxy_budget_name=litellm_proxy_admin_name - ) - - ### START BATCH WRITING DB + CHECKING NEW MODELS### - if prisma_client is not None: - await ProxyStartupEvent.initialize_scheduled_background_jobs( - general_settings=general_settings, - prisma_client=prisma_client, - proxy_budget_rescheduler_min_time=proxy_budget_rescheduler_min_time, - proxy_budget_rescheduler_max_time=proxy_budget_rescheduler_max_time, - proxy_batch_write_at=proxy_batch_write_at, - proxy_logging_obj=proxy_logging_obj, - ) - - #### API ENDPOINTS #### @router.get( "/v1/models", dependencies=[Depends(user_api_key_auth)], tags=["model management"] @@ -8556,54 +8608,6 @@ async def get_routes(): # return {"token": token} -@router.on_event("shutdown") -async def shutdown_event(): - global prisma_client, master_key, user_custom_auth, user_custom_key_generate - verbose_proxy_logger.info("Shutting down LiteLLM Proxy Server") - if prisma_client: - verbose_proxy_logger.debug("Disconnecting from Prisma") - await prisma_client.disconnect() - - if litellm.cache is not None: - await litellm.cache.disconnect() - - await jwt_handler.close() - - if db_writer_client is not None: - await db_writer_client.close() - - # flush remaining langfuse logs - if "langfuse" in litellm.success_callback: - try: - # flush langfuse logs on shutdow - from litellm.utils import langFuseLogger - - if langFuseLogger is not None: - langFuseLogger.Langfuse.flush() - except Exception: - # [DO NOT BLOCK shutdown events for this] - pass - - ## RESET CUSTOM VARIABLES ## - cleanup_router_config_variables() - - -def cleanup_router_config_variables(): - global master_key, user_config_file_path, otel_logging, user_custom_auth, user_custom_auth_path, user_custom_key_generate, user_custom_sso, use_background_health_checks, health_check_interval, prisma_client - - # Set all variables to None - master_key = None - user_config_file_path = None - otel_logging = None - user_custom_auth = None - user_custom_auth_path = None - user_custom_key_generate = None - user_custom_sso = None - use_background_health_checks = None - health_check_interval = None - prisma_client = None - - app.include_router(router) app.include_router(batches_router) app.include_router(rerank_router) diff --git a/poetry.lock b/poetry.lock index 10decd0b08..3b1165658f 100644 --- a/poetry.lock +++ b/poetry.lock @@ -707,47 +707,23 @@ test = ["pytest (>=6)"] [[package]] name = "fastapi" -version = "0.111.1" +version = "0.115.6" description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production" optional = true python-versions = ">=3.8" files = [ - {file = "fastapi-0.111.1-py3-none-any.whl", hash = "sha256:4f51cfa25d72f9fbc3280832e84b32494cf186f50158d364a8765aabf22587bf"}, - {file = "fastapi-0.111.1.tar.gz", hash = "sha256:ddd1ac34cb1f76c2e2d7f8545a4bcb5463bce4834e81abf0b189e0c359ab2413"}, + {file = "fastapi-0.115.6-py3-none-any.whl", hash = "sha256:e9240b29e36fa8f4bb7290316988e90c381e5092e0cbe84e7818cc3713bcf305"}, + {file = "fastapi-0.115.6.tar.gz", hash = "sha256:9ec46f7addc14ea472958a96aae5b5de65f39721a46aaf5705c480d9a8b76654"}, ] [package.dependencies] -email_validator = ">=2.0.0" -fastapi-cli = ">=0.0.2" -httpx = ">=0.23.0" -jinja2 = ">=2.11.2" pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0" -python-multipart = ">=0.0.7" -starlette = ">=0.37.2,<0.38.0" +starlette = ">=0.40.0,<0.42.0" typing-extensions = ">=4.8.0" -uvicorn = {version = ">=0.12.0", extras = ["standard"]} [package.extras] -all = ["email_validator (>=2.0.0)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.7)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"] - 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startup_event, + proxy_startup_event, llm_model_list, - shutdown_event, + proxy_shutdown_event, ) -def test_proxy_gunicorn_startup_direct_config(): +@pytest.mark.asyncio +async def test_proxy_gunicorn_startup_direct_config(): """ gunicorn startup requires the config to be passed in via environment variables @@ -47,8 +48,8 @@ def test_proxy_gunicorn_startup_direct_config(): # test with worker_config = config yaml config_fp = f"{filepath}/test_configs/test_config_no_auth.yaml" os.environ["WORKER_CONFIG"] = config_fp - asyncio.run(startup_event()) - asyncio.run(shutdown_event()) + async with proxy_startup_event(app=None) as _: + pass except Exception as e: if "Already connected to the query engine" in str(e): pass @@ -60,7 +61,8 @@ def test_proxy_gunicorn_startup_direct_config(): os.environ["DATABASE_URL"] = database_url -def test_proxy_gunicorn_startup_config_dict(): +@pytest.mark.asyncio +async def test_proxy_gunicorn_startup_config_dict(): try: from litellm._logging import verbose_proxy_logger, verbose_router_logger import logging @@ -78,8 +80,8 @@ def test_proxy_gunicorn_startup_config_dict(): # test with worker_config = dict worker_config = {"config": config_fp} os.environ["WORKER_CONFIG"] = json.dumps(worker_config) - asyncio.run(startup_event()) - asyncio.run(shutdown_event()) + async with proxy_startup_event(app=None) as _: + pass except Exception as e: if "Already connected to the query engine" in str(e): pass diff --git a/tests/proxy_unit_tests/test_proxy_custom_logger.py b/tests/proxy_unit_tests/test_proxy_custom_logger.py index 9b5c57836e..eb75c4abf7 100644 --- a/tests/proxy_unit_tests/test_proxy_custom_logger.py +++ b/tests/proxy_unit_tests/test_proxy_custom_logger.py @@ -23,18 +23,11 @@ from litellm.proxy.proxy_server import ( router, save_worker_config, initialize, - startup_event, ) # Replace with the actual module where your FastAPI router is defined filepath = os.path.dirname(os.path.abspath(__file__)) python_file_path = f"{filepath}/test_configs/custom_callbacks.py" -# @app.on_event("startup") -# async def wrapper_startup_event(): -# initialize(config=config_fp) - -# Use the app fixture in your client fixture - @pytest.fixture def client(): diff --git a/tests/proxy_unit_tests/test_proxy_server_cost.py b/tests/proxy_unit_tests/test_proxy_server_cost.py deleted file mode 100644 index f6cf11ada2..0000000000 --- a/tests/proxy_unit_tests/test_proxy_server_cost.py +++ /dev/null @@ -1,138 +0,0 @@ -# #### What this tests #### -# # This tests the cost tracking function works with consecutive calls (~10 consecutive calls) - -# import sys, os, asyncio -# import traceback -# import pytest -# sys.path.insert( -# 0, os.path.abspath("../..") -# ) # Adds the parent directory to the system path -# import dotenv -# dotenv.load_dotenv() -# import litellm -# from fastapi.testclient import TestClient -# from fastapi import FastAPI -# from litellm.proxy.proxy_server import router, save_worker_config, startup_event # Replace with the actual module where your FastAPI router is defined -# filepath = os.path.dirname(os.path.abspath(__file__)) -# config_fp = f"{filepath}/test_config.yaml" -# save_worker_config(config=config_fp, model=None, alias=None, api_base=None, api_version=None, debug=True, temperature=None, max_tokens=None, request_timeout=600, max_budget=None, telemetry=False, drop_params=True, add_function_to_prompt=False, headers=None, save=False, use_queue=False) -# app = FastAPI() -# app.include_router(router) # Include your router in the test app -# @app.on_event("startup") -# async def wrapper_startup_event(): -# await startup_event() - -# # Here you create a fixture that will be used by your tests -# # Make sure the fixture returns TestClient(app) -# @pytest.fixture(autouse=True) -# def client(): -# with TestClient(app) as client: -# yield client - -# @pytest.mark.asyncio -# async def test_proxy_cost_tracking(client): -# """ -# Get min cost. -# Create new key. -# Run 10 parallel calls. -# Check cost for key at the end. -# assert it's > min cost. -# """ -# model = "gpt-3.5-turbo" -# messages = [{"role": "user", "content": "Hey, how's it going?"}] -# number_of_calls = 1 -# min_cost = litellm.completion_cost(model=model, messages=messages) * number_of_calls -# try: -# ### CREATE NEW KEY ### -# test_data = { -# "models": ["azure-model"], -# } -# # Your bearer token -# token = os.getenv("PROXY_MASTER_KEY") - -# headers = { -# "Authorization": f"Bearer {token}" -# } -# create_new_key = client.post("/key/generate", json=test_data, headers=headers) -# key = create_new_key.json()["key"] -# print(f"received key: {key}") -# ### MAKE PARALLEL CALLS ### -# async def test_chat_completions(): -# # Your test data -# test_data = { -# "model": "azure-model", -# "messages": messages -# } - -# tmp_headers = { -# "Authorization": f"Bearer {key}" -# } - -# response = client.post("/v1/chat/completions", json=test_data, headers=tmp_headers) - -# assert response.status_code == 200 -# result = response.json() -# print(f"Received response: {result}") -# tasks = [test_chat_completions() for _ in range(number_of_calls)] -# chat_completions = await asyncio.gather(*tasks) -# ### CHECK SPEND ### -# get_key_spend = client.get(f"/key/info?key={key}", headers=headers) - -# assert get_key_spend.json()["info"]["spend"] > min_cost -# # print(f"chat_completions: {chat_completions}") -# # except Exception as e: -# # pytest.fail(f"LiteLLM Proxy test failed. Exception - {str(e)}") - -# #### JUST TEST LOCAL PROXY SERVER - -# import requests, os -# from concurrent.futures import ThreadPoolExecutor -# import dotenv -# dotenv.load_dotenv() - -# api_url = "http://0.0.0.0:8000/chat/completions" - -# def make_api_call(api_url): -# # Your test data -# test_data = { -# "model": "azure-model", -# "messages": [ -# { -# "role": "user", -# "content": "hi" -# }, -# ], -# "max_tokens": 10, -# } -# # Your bearer token -# token = os.getenv("PROXY_MASTER_KEY") - -# headers = { -# "Authorization": f"Bearer {token}" -# } -# print("testing proxy server") -# response = requests.post(api_url, json=test_data, headers=headers) -# return response.json() - -# # Number of parallel API calls -# num_parallel_calls = 3 - -# # List to store results -# results = [] - -# # Create a ThreadPoolExecutor -# with ThreadPoolExecutor() as executor: -# # Submit the API calls concurrently -# futures = [executor.submit(make_api_call, api_url) for _ in range(num_parallel_calls)] - -# # Gather the results as they become available -# for future in futures: -# try: -# result = future.result() -# results.append(result) -# except Exception as e: -# print(f"Error: {e}") - -# # Print the results -# for idx, result in enumerate(results, start=1): -# print(f"Result {idx}: {result}") diff --git a/tests/proxy_unit_tests/test_proxy_server_langfuse.py b/tests/proxy_unit_tests/test_proxy_server_langfuse.py index abd4d2788f..171b40ef15 100644 --- a/tests/proxy_unit_tests/test_proxy_server_langfuse.py +++ b/tests/proxy_unit_tests/test_proxy_server_langfuse.py @@ -34,7 +34,6 @@ from fastapi.testclient import TestClient from litellm.proxy.proxy_server import ( # Replace with the actual module where your FastAPI router is defined router, save_worker_config, - startup_event, ) filepath = os.path.dirname(os.path.abspath(__file__)) @@ -61,11 +60,6 @@ app = FastAPI() app.include_router(router) # Include your router in the test app -@app.on_event("startup") -async def wrapper_startup_event(): - await startup_event() - - # Here you create a fixture that will be used by your tests # Make sure the fixture returns TestClient(app) @pytest.fixture(autouse=True)