mirror of
https://github.com/BerriAI/litellm.git
synced 2025-04-26 11:14:04 +00:00
refactor location of proxy
This commit is contained in:
parent
baa5564f95
commit
ce58c53ff1
413 changed files with 2087 additions and 2088 deletions
795
litellm_proxy/proxy_cli.py
Normal file
795
litellm_proxy/proxy_cli.py
Normal file
|
@ -0,0 +1,795 @@
|
|||
import importlib
|
||||
import json
|
||||
import os
|
||||
import random
|
||||
import subprocess
|
||||
import sys
|
||||
import urllib.parse as urlparse
|
||||
from typing import TYPE_CHECKING, Any, Optional, Union
|
||||
|
||||
import click
|
||||
import httpx
|
||||
from dotenv import load_dotenv
|
||||
|
||||
if TYPE_CHECKING:
|
||||
from fastapi import FastAPI
|
||||
else:
|
||||
FastAPI = Any
|
||||
|
||||
sys.path.append(os.getcwd())
|
||||
|
||||
config_filename = "litellm.secrets"
|
||||
|
||||
litellm_mode = os.getenv("LITELLM_MODE", "DEV") # "PRODUCTION", "DEV"
|
||||
if litellm_mode == "DEV":
|
||||
load_dotenv()
|
||||
from enum import Enum
|
||||
|
||||
telemetry = None
|
||||
|
||||
|
||||
class LiteLLMDatabaseConnectionPool(Enum):
|
||||
database_connection_pool_limit = 10
|
||||
database_connection_pool_timeout = 60
|
||||
|
||||
|
||||
def append_query_params(url, params) -> str:
|
||||
from litellm._logging import verbose_proxy_logger
|
||||
|
||||
verbose_proxy_logger.debug(f"url: {url}")
|
||||
verbose_proxy_logger.debug(f"params: {params}")
|
||||
parsed_url = urlparse.urlparse(url)
|
||||
parsed_query = urlparse.parse_qs(parsed_url.query)
|
||||
parsed_query.update(params)
|
||||
encoded_query = urlparse.urlencode(parsed_query, doseq=True)
|
||||
modified_url = urlparse.urlunparse(parsed_url._replace(query=encoded_query))
|
||||
return modified_url # type: ignore
|
||||
|
||||
|
||||
class ProxyInitializationHelpers:
|
||||
@staticmethod
|
||||
def _echo_litellm_version():
|
||||
pkg_version = importlib.metadata.version("litellm") # type: ignore
|
||||
click.echo(f"\nLiteLLM: Current Version = {pkg_version}\n")
|
||||
|
||||
@staticmethod
|
||||
def _run_health_check(host, port):
|
||||
print("\nLiteLLM: Health Testing models in config") # noqa
|
||||
response = httpx.get(url=f"http://{host}:{port}/health")
|
||||
print(json.dumps(response.json(), indent=4)) # noqa
|
||||
|
||||
@staticmethod
|
||||
def _run_test_chat_completion(
|
||||
host: str,
|
||||
port: int,
|
||||
model: str,
|
||||
test: Union[bool, str],
|
||||
):
|
||||
request_model = model or "gpt-3.5-turbo"
|
||||
click.echo(
|
||||
f"\nLiteLLM: Making a test ChatCompletions request to your proxy. Model={request_model}"
|
||||
)
|
||||
import openai
|
||||
|
||||
api_base = f"http://{host}:{port}"
|
||||
if isinstance(test, str):
|
||||
api_base = test
|
||||
else:
|
||||
raise ValueError("Invalid test value")
|
||||
client = openai.OpenAI(api_key="My API Key", base_url=api_base)
|
||||
|
||||
response = client.chat.completions.create(
|
||||
model=request_model,
|
||||
messages=[
|
||||
{
|
||||
"role": "user",
|
||||
"content": "this is a test request, write a short poem",
|
||||
}
|
||||
],
|
||||
max_tokens=256,
|
||||
)
|
||||
click.echo(f"\nLiteLLM: response from proxy {response}")
|
||||
|
||||
print( # noqa
|
||||
f"\n LiteLLM: Making a test ChatCompletions + streaming r equest to proxy. Model={request_model}"
|
||||
)
|
||||
|
||||
stream_response = client.chat.completions.create(
|
||||
model=request_model,
|
||||
messages=[
|
||||
{
|
||||
"role": "user",
|
||||
"content": "this is a test request, write a short poem",
|
||||
}
|
||||
],
|
||||
stream=True,
|
||||
)
|
||||
for chunk in stream_response:
|
||||
click.echo(f"LiteLLM: streaming response from proxy {chunk}")
|
||||
print("\n making completion request to proxy") # noqa
|
||||
completion_response = client.completions.create(
|
||||
model=request_model, prompt="this is a test request, write a short poem"
|
||||
)
|
||||
print(completion_response) # noqa
|
||||
|
||||
@staticmethod
|
||||
def _get_default_unvicorn_init_args(
|
||||
host: str,
|
||||
port: int,
|
||||
log_config: Optional[str] = None,
|
||||
) -> dict:
|
||||
"""
|
||||
Get the arguments for `uvicorn` worker
|
||||
"""
|
||||
import litellm
|
||||
|
||||
uvicorn_args = {
|
||||
"app": "litellm_proxy.proxy_server:app",
|
||||
"host": host,
|
||||
"port": port,
|
||||
}
|
||||
if log_config is not None:
|
||||
print(f"Using log_config: {log_config}") # noqa
|
||||
uvicorn_args["log_config"] = log_config
|
||||
elif litellm.json_logs:
|
||||
print("Using json logs. Setting log_config to None.") # noqa
|
||||
uvicorn_args["log_config"] = None
|
||||
return uvicorn_args
|
||||
|
||||
@staticmethod
|
||||
def _init_hypercorn_server(
|
||||
app: FastAPI,
|
||||
host: str,
|
||||
port: int,
|
||||
ssl_certfile_path: str,
|
||||
ssl_keyfile_path: str,
|
||||
):
|
||||
"""
|
||||
Initialize litellm with `hypercorn`
|
||||
"""
|
||||
import asyncio
|
||||
|
||||
from hypercorn.asyncio import serve
|
||||
from hypercorn.config import Config
|
||||
|
||||
print( # noqa
|
||||
f"\033[1;32mLiteLLM Proxy: Starting server on {host}:{port} using Hypercorn\033[0m\n" # noqa
|
||||
) # noqa
|
||||
config = Config()
|
||||
config.bind = [f"{host}:{port}"]
|
||||
|
||||
if ssl_certfile_path is not None and ssl_keyfile_path is not None:
|
||||
print( # noqa
|
||||
f"\033[1;32mLiteLLM Proxy: Using SSL with certfile: {ssl_certfile_path} and keyfile: {ssl_keyfile_path}\033[0m\n" # noqa
|
||||
)
|
||||
config.certfile = ssl_certfile_path
|
||||
config.keyfile = ssl_keyfile_path
|
||||
|
||||
# hypercorn serve raises a type warning when passing a fast api app - even though fast API is a valid type
|
||||
asyncio.run(serve(app, config)) # type: ignore
|
||||
|
||||
@staticmethod
|
||||
def _run_gunicorn_server(
|
||||
host: str,
|
||||
port: int,
|
||||
app: FastAPI,
|
||||
num_workers: int,
|
||||
ssl_certfile_path: str,
|
||||
ssl_keyfile_path: str,
|
||||
):
|
||||
"""
|
||||
Run litellm with `gunicorn`
|
||||
"""
|
||||
if os.name == "nt":
|
||||
pass
|
||||
else:
|
||||
import gunicorn.app.base
|
||||
|
||||
# Gunicorn Application Class
|
||||
class StandaloneApplication(gunicorn.app.base.BaseApplication):
|
||||
def __init__(self, app, options=None):
|
||||
self.options = options or {} # gunicorn options
|
||||
self.application = app # FastAPI app
|
||||
super().__init__()
|
||||
|
||||
_endpoint_str = (
|
||||
f"curl --location 'http://0.0.0.0:{port}/chat/completions' \\"
|
||||
)
|
||||
curl_command = (
|
||||
_endpoint_str
|
||||
+ """
|
||||
--header 'Content-Type: application/json' \\
|
||||
--data ' {
|
||||
"model": "gpt-3.5-turbo",
|
||||
"messages": [
|
||||
{
|
||||
"role": "user",
|
||||
"content": "what llm are you"
|
||||
}
|
||||
]
|
||||
}'
|
||||
\n
|
||||
"""
|
||||
)
|
||||
print() # noqa
|
||||
print( # noqa
|
||||
'\033[1;34mLiteLLM: Test your local proxy with: "litellm --test" This runs an openai.ChatCompletion request to your proxy [In a new terminal tab]\033[0m\n'
|
||||
)
|
||||
print( # noqa
|
||||
f"\033[1;34mLiteLLM: Curl Command Test for your local proxy\n {curl_command} \033[0m\n"
|
||||
)
|
||||
print( # noqa
|
||||
"\033[1;34mDocs: https://docs.litellm.ai/docs/simple_proxy\033[0m\n"
|
||||
) # noqa
|
||||
print( # noqa
|
||||
f"\033[1;34mSee all Router/Swagger docs on http://0.0.0.0:{port} \033[0m\n"
|
||||
) # noqa
|
||||
|
||||
def load_config(self):
|
||||
# note: This Loads the gunicorn config - has nothing to do with LiteLLM Proxy config
|
||||
if self.cfg is not None:
|
||||
config = {
|
||||
key: value
|
||||
for key, value in self.options.items()
|
||||
if key in self.cfg.settings and value is not None
|
||||
}
|
||||
else:
|
||||
config = {}
|
||||
for key, value in config.items():
|
||||
if self.cfg is not None:
|
||||
self.cfg.set(key.lower(), value)
|
||||
|
||||
def load(self):
|
||||
# gunicorn app function
|
||||
return self.application
|
||||
|
||||
print( # noqa
|
||||
f"\033[1;32mLiteLLM Proxy: Starting server on {host}:{port} with {num_workers} workers\033[0m\n" # noqa
|
||||
)
|
||||
gunicorn_options = {
|
||||
"bind": f"{host}:{port}",
|
||||
"workers": num_workers, # default is 1
|
||||
"worker_class": "uvicorn.workers.UvicornWorker",
|
||||
"preload": True, # Add the preload flag,
|
||||
"accesslog": "-", # Log to stdout
|
||||
"timeout": 600, # default to very high number, bedrock/anthropic.claude-v2:1 can take 30+ seconds for the 1st chunk to come in
|
||||
"access_log_format": '%(h)s %(l)s %(u)s %(t)s "%(r)s" %(s)s %(b)s',
|
||||
}
|
||||
|
||||
if ssl_certfile_path is not None and ssl_keyfile_path is not None:
|
||||
print( # noqa
|
||||
f"\033[1;32mLiteLLM Proxy: Using SSL with certfile: {ssl_certfile_path} and keyfile: {ssl_keyfile_path}\033[0m\n" # noqa
|
||||
)
|
||||
gunicorn_options["certfile"] = ssl_certfile_path
|
||||
gunicorn_options["keyfile"] = ssl_keyfile_path
|
||||
|
||||
StandaloneApplication(app=app, options=gunicorn_options).run() # Run gunicorn
|
||||
|
||||
@staticmethod
|
||||
def _run_ollama_serve():
|
||||
try:
|
||||
command = ["ollama", "serve"]
|
||||
|
||||
with open(os.devnull, "w") as devnull:
|
||||
subprocess.Popen(command, stdout=devnull, stderr=devnull)
|
||||
except Exception as e:
|
||||
print( # noqa
|
||||
f"""
|
||||
LiteLLM Warning: proxy started with `ollama` model\n`ollama serve` failed with Exception{e}. \nEnsure you run `ollama serve`
|
||||
"""
|
||||
) # noqa
|
||||
|
||||
@staticmethod
|
||||
def _is_port_in_use(port):
|
||||
import socket
|
||||
|
||||
with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
|
||||
return s.connect_ex(("localhost", port)) == 0
|
||||
|
||||
@staticmethod
|
||||
def _get_loop_type():
|
||||
"""Helper function to determine the event loop type based on platform"""
|
||||
if sys.platform in ("win32", "cygwin", "cli"):
|
||||
return None # Let uvicorn choose the default loop on Windows
|
||||
return "uvloop"
|
||||
|
||||
|
||||
@click.command()
|
||||
@click.option(
|
||||
"--host", default="0.0.0.0", help="Host for the server to listen on.", envvar="HOST"
|
||||
)
|
||||
@click.option("--port", default=4000, help="Port to bind the server to.", envvar="PORT")
|
||||
@click.option(
|
||||
"--num_workers",
|
||||
default=1,
|
||||
help="Number of uvicorn / gunicorn workers to spin up. By default, 1 uvicorn is used.",
|
||||
envvar="NUM_WORKERS",
|
||||
)
|
||||
@click.option("--api_base", default=None, help="API base URL.")
|
||||
@click.option(
|
||||
"--api_version",
|
||||
default="2024-07-01-preview",
|
||||
help="For azure - pass in the api version.",
|
||||
)
|
||||
@click.option(
|
||||
"--model", "-m", default=None, help="The model name to pass to litellm expects"
|
||||
)
|
||||
@click.option(
|
||||
"--alias",
|
||||
default=None,
|
||||
help='The alias for the model - use this to give a litellm model name (e.g. "huggingface/codellama/CodeLlama-7b-Instruct-hf") a more user-friendly name ("codellama")',
|
||||
)
|
||||
@click.option(
|
||||
"--add_key", default=None, help="The model name to pass to litellm expects"
|
||||
)
|
||||
@click.option("--headers", default=None, help="headers for the API call")
|
||||
@click.option("--save", is_flag=True, type=bool, help="Save the model-specific config")
|
||||
@click.option(
|
||||
"--debug",
|
||||
default=False,
|
||||
is_flag=True,
|
||||
type=bool,
|
||||
help="To debug the input",
|
||||
envvar="DEBUG",
|
||||
)
|
||||
@click.option(
|
||||
"--detailed_debug",
|
||||
default=False,
|
||||
is_flag=True,
|
||||
type=bool,
|
||||
help="To view detailed debug logs",
|
||||
envvar="DETAILED_DEBUG",
|
||||
)
|
||||
@click.option(
|
||||
"--use_queue",
|
||||
default=False,
|
||||
is_flag=True,
|
||||
type=bool,
|
||||
help="To use celery workers for async endpoints",
|
||||
)
|
||||
@click.option(
|
||||
"--temperature", default=None, type=float, help="Set temperature for the model"
|
||||
)
|
||||
@click.option(
|
||||
"--max_tokens", default=None, type=int, help="Set max tokens for the model"
|
||||
)
|
||||
@click.option(
|
||||
"--request_timeout",
|
||||
default=None,
|
||||
type=int,
|
||||
help="Set timeout in seconds for completion calls",
|
||||
)
|
||||
@click.option("--drop_params", is_flag=True, help="Drop any unmapped params")
|
||||
@click.option(
|
||||
"--add_function_to_prompt",
|
||||
is_flag=True,
|
||||
help="If function passed but unsupported, pass it as prompt",
|
||||
)
|
||||
@click.option(
|
||||
"--config",
|
||||
"-c",
|
||||
default=None,
|
||||
help="Path to the proxy configuration file (e.g. config.yaml). Usage `litellm --config config.yaml`",
|
||||
)
|
||||
@click.option(
|
||||
"--max_budget",
|
||||
default=None,
|
||||
type=float,
|
||||
help="Set max budget for API calls - works for hosted models like OpenAI, TogetherAI, Anthropic, etc.`",
|
||||
)
|
||||
@click.option(
|
||||
"--telemetry",
|
||||
default=True,
|
||||
type=bool,
|
||||
help="Helps us know if people are using this feature. Turn this off by doing `--telemetry False`",
|
||||
)
|
||||
@click.option(
|
||||
"--log_config",
|
||||
default=None,
|
||||
type=str,
|
||||
help="Path to the logging configuration file",
|
||||
)
|
||||
@click.option(
|
||||
"--version",
|
||||
"-v",
|
||||
default=False,
|
||||
is_flag=True,
|
||||
type=bool,
|
||||
help="Print LiteLLM version",
|
||||
)
|
||||
@click.option(
|
||||
"--health",
|
||||
flag_value=True,
|
||||
help="Make a chat/completions request to all llms in config.yaml",
|
||||
)
|
||||
@click.option(
|
||||
"--test",
|
||||
flag_value=True,
|
||||
help="proxy chat completions url to make a test request to",
|
||||
)
|
||||
@click.option(
|
||||
"--test_async",
|
||||
default=False,
|
||||
is_flag=True,
|
||||
help="Calls async endpoints /queue/requests and /queue/response",
|
||||
)
|
||||
@click.option(
|
||||
"--iam_token_db_auth",
|
||||
default=False,
|
||||
is_flag=True,
|
||||
help="Connects to RDS DB with IAM token",
|
||||
)
|
||||
@click.option(
|
||||
"--num_requests",
|
||||
default=10,
|
||||
type=int,
|
||||
help="Number of requests to hit async endpoint with",
|
||||
)
|
||||
@click.option(
|
||||
"--run_gunicorn",
|
||||
default=False,
|
||||
is_flag=True,
|
||||
help="Starts proxy via gunicorn, instead of uvicorn (better for managing multiple workers)",
|
||||
)
|
||||
@click.option(
|
||||
"--run_hypercorn",
|
||||
default=False,
|
||||
is_flag=True,
|
||||
help="Starts proxy via hypercorn, instead of uvicorn (supports HTTP/2)",
|
||||
)
|
||||
@click.option(
|
||||
"--ssl_keyfile_path",
|
||||
default=None,
|
||||
type=str,
|
||||
help="Path to the SSL keyfile. Use this when you want to provide SSL certificate when starting proxy",
|
||||
envvar="SSL_KEYFILE_PATH",
|
||||
)
|
||||
@click.option(
|
||||
"--ssl_certfile_path",
|
||||
default=None,
|
||||
type=str,
|
||||
help="Path to the SSL certfile. Use this when you want to provide SSL certificate when starting proxy",
|
||||
envvar="SSL_CERTFILE_PATH",
|
||||
)
|
||||
@click.option(
|
||||
"--use_prisma_migrate",
|
||||
is_flag=True,
|
||||
default=False,
|
||||
help="Use prisma migrate instead of prisma db push for database schema updates",
|
||||
)
|
||||
@click.option("--local", is_flag=True, default=False, help="for local debugging")
|
||||
def run_server( # noqa: PLR0915
|
||||
host,
|
||||
port,
|
||||
api_base,
|
||||
api_version,
|
||||
model,
|
||||
alias,
|
||||
add_key,
|
||||
headers,
|
||||
save,
|
||||
debug,
|
||||
detailed_debug,
|
||||
temperature,
|
||||
max_tokens,
|
||||
request_timeout,
|
||||
drop_params,
|
||||
add_function_to_prompt,
|
||||
config,
|
||||
max_budget,
|
||||
telemetry,
|
||||
test,
|
||||
local,
|
||||
num_workers,
|
||||
test_async,
|
||||
iam_token_db_auth,
|
||||
num_requests,
|
||||
use_queue,
|
||||
health,
|
||||
version,
|
||||
run_gunicorn,
|
||||
run_hypercorn,
|
||||
ssl_keyfile_path,
|
||||
ssl_certfile_path,
|
||||
log_config,
|
||||
use_prisma_migrate,
|
||||
):
|
||||
args = locals()
|
||||
if local:
|
||||
from proxy_server import (
|
||||
KeyManagementSettings,
|
||||
ProxyConfig,
|
||||
app,
|
||||
save_worker_config,
|
||||
)
|
||||
else:
|
||||
try:
|
||||
from .proxy_server import (
|
||||
KeyManagementSettings,
|
||||
ProxyConfig,
|
||||
app,
|
||||
save_worker_config,
|
||||
)
|
||||
except ImportError as e:
|
||||
if "litellm[proxy]" in str(e):
|
||||
# user is missing a proxy dependency, ask them to pip install litellm[proxy]
|
||||
raise e
|
||||
else:
|
||||
# this is just a local/relative import error, user git cloned litellm
|
||||
from proxy_server import (
|
||||
KeyManagementSettings,
|
||||
ProxyConfig,
|
||||
app,
|
||||
save_worker_config,
|
||||
)
|
||||
if version is True:
|
||||
ProxyInitializationHelpers._echo_litellm_version()
|
||||
return
|
||||
if model and "ollama" in model and api_base is None:
|
||||
ProxyInitializationHelpers._run_ollama_serve()
|
||||
if health is True:
|
||||
ProxyInitializationHelpers._run_health_check(host, port)
|
||||
return
|
||||
if test is True:
|
||||
ProxyInitializationHelpers._run_test_chat_completion(host, port, model, test)
|
||||
return
|
||||
else:
|
||||
if headers:
|
||||
headers = json.loads(headers)
|
||||
save_worker_config(
|
||||
model=model,
|
||||
alias=alias,
|
||||
api_base=api_base,
|
||||
api_version=api_version,
|
||||
debug=debug,
|
||||
detailed_debug=detailed_debug,
|
||||
temperature=temperature,
|
||||
max_tokens=max_tokens,
|
||||
request_timeout=request_timeout,
|
||||
max_budget=max_budget,
|
||||
telemetry=telemetry,
|
||||
drop_params=drop_params,
|
||||
add_function_to_prompt=add_function_to_prompt,
|
||||
headers=headers,
|
||||
save=save,
|
||||
config=config,
|
||||
use_queue=use_queue,
|
||||
)
|
||||
try:
|
||||
import uvicorn
|
||||
except Exception:
|
||||
raise ImportError(
|
||||
"uvicorn, gunicorn needs to be imported. Run - `pip install 'litellm[proxy]'`"
|
||||
)
|
||||
|
||||
db_connection_pool_limit = 100
|
||||
db_connection_timeout = 60
|
||||
general_settings = {}
|
||||
### GET DB TOKEN FOR IAM AUTH ###
|
||||
|
||||
if iam_token_db_auth:
|
||||
from litellm_proxy.auth.rds_iam_token import generate_iam_auth_token
|
||||
|
||||
db_host = os.getenv("DATABASE_HOST")
|
||||
db_port = os.getenv("DATABASE_PORT")
|
||||
db_user = os.getenv("DATABASE_USER")
|
||||
db_name = os.getenv("DATABASE_NAME")
|
||||
db_schema = os.getenv("DATABASE_SCHEMA")
|
||||
|
||||
token = generate_iam_auth_token(
|
||||
db_host=db_host, db_port=db_port, db_user=db_user
|
||||
)
|
||||
|
||||
# print(f"token: {token}")
|
||||
_db_url = f"postgresql://{db_user}:{token}@{db_host}:{db_port}/{db_name}"
|
||||
if db_schema:
|
||||
_db_url += f"?schema={db_schema}"
|
||||
|
||||
os.environ["DATABASE_URL"] = _db_url
|
||||
os.environ["IAM_TOKEN_DB_AUTH"] = "True"
|
||||
|
||||
### DECRYPT ENV VAR ###
|
||||
|
||||
from litellm.secret_managers.aws_secret_manager import decrypt_env_var
|
||||
|
||||
if (
|
||||
os.getenv("USE_AWS_KMS", None) is not None
|
||||
and os.getenv("USE_AWS_KMS") == "True"
|
||||
):
|
||||
## V2 IMPLEMENTATION OF AWS KMS - USER WANTS TO DECRYPT MULTIPLE KEYS IN THEIR ENV
|
||||
new_env_var = decrypt_env_var()
|
||||
|
||||
for k, v in new_env_var.items():
|
||||
os.environ[k] = v
|
||||
|
||||
if config is not None:
|
||||
"""
|
||||
Allow user to pass in db url via config
|
||||
|
||||
read from there and save it to os.env['DATABASE_URL']
|
||||
"""
|
||||
try:
|
||||
import asyncio
|
||||
|
||||
except Exception:
|
||||
raise ImportError(
|
||||
"yaml needs to be imported. Run - `pip install 'litellm[proxy]'`"
|
||||
)
|
||||
|
||||
proxy_config = ProxyConfig()
|
||||
_config = asyncio.run(proxy_config.get_config(config_file_path=config))
|
||||
|
||||
### LITELLM SETTINGS ###
|
||||
litellm_settings = _config.get("litellm_settings", None)
|
||||
if (
|
||||
litellm_settings is not None
|
||||
and "json_logs" in litellm_settings
|
||||
and litellm_settings["json_logs"] is True
|
||||
):
|
||||
import litellm
|
||||
|
||||
litellm.json_logs = True
|
||||
|
||||
litellm._turn_on_json()
|
||||
### GENERAL SETTINGS ###
|
||||
general_settings = _config.get("general_settings", {})
|
||||
if general_settings is None:
|
||||
general_settings = {}
|
||||
if general_settings:
|
||||
### LOAD SECRET MANAGER ###
|
||||
key_management_system = general_settings.get(
|
||||
"key_management_system", None
|
||||
)
|
||||
proxy_config.initialize_secret_manager(key_management_system)
|
||||
key_management_settings = general_settings.get(
|
||||
"key_management_settings", None
|
||||
)
|
||||
if key_management_settings is not None:
|
||||
import litellm
|
||||
|
||||
litellm._key_management_settings = KeyManagementSettings(
|
||||
**key_management_settings
|
||||
)
|
||||
database_url = general_settings.get("database_url", None)
|
||||
if database_url is None:
|
||||
# Check if all required variables are provided
|
||||
database_host = os.getenv("DATABASE_HOST")
|
||||
database_username = os.getenv("DATABASE_USERNAME")
|
||||
database_password = os.getenv("DATABASE_PASSWORD")
|
||||
database_name = os.getenv("DATABASE_NAME")
|
||||
|
||||
if (
|
||||
database_host
|
||||
and database_username
|
||||
and database_password
|
||||
and database_name
|
||||
):
|
||||
# Construct DATABASE_URL from the provided variables
|
||||
database_url = f"postgresql://{database_username}:{database_password}@{database_host}/{database_name}"
|
||||
os.environ["DATABASE_URL"] = database_url
|
||||
db_connection_pool_limit = general_settings.get(
|
||||
"database_connection_pool_limit",
|
||||
LiteLLMDatabaseConnectionPool.database_connection_pool_limit.value,
|
||||
)
|
||||
db_connection_timeout = general_settings.get(
|
||||
"database_connection_pool_timeout",
|
||||
LiteLLMDatabaseConnectionPool.database_connection_pool_timeout.value,
|
||||
)
|
||||
if database_url and database_url.startswith("os.environ/"):
|
||||
original_dir = os.getcwd()
|
||||
# set the working directory to where this script is
|
||||
sys.path.insert(
|
||||
0, os.path.abspath("../..")
|
||||
) # Adds the parent directory to the system path - for litellm local dev
|
||||
import litellm
|
||||
from litellm import get_secret_str
|
||||
|
||||
database_url = get_secret_str(database_url, default_value=None)
|
||||
os.chdir(original_dir)
|
||||
if database_url is not None and isinstance(database_url, str):
|
||||
os.environ["DATABASE_URL"] = database_url
|
||||
|
||||
if (
|
||||
os.getenv("DATABASE_URL", None) is not None
|
||||
or os.getenv("DIRECT_URL", None) is not None
|
||||
):
|
||||
try:
|
||||
from litellm.secret_managers.main import get_secret
|
||||
|
||||
if os.getenv("DATABASE_URL", None) is not None:
|
||||
### add connection pool + pool timeout args
|
||||
params = {
|
||||
"connection_limit": db_connection_pool_limit,
|
||||
"pool_timeout": db_connection_timeout,
|
||||
}
|
||||
database_url = get_secret("DATABASE_URL", default_value=None)
|
||||
modified_url = append_query_params(database_url, params)
|
||||
os.environ["DATABASE_URL"] = modified_url
|
||||
if os.getenv("DIRECT_URL", None) is not None:
|
||||
### add connection pool + pool timeout args
|
||||
params = {
|
||||
"connection_limit": db_connection_pool_limit,
|
||||
"pool_timeout": db_connection_timeout,
|
||||
}
|
||||
database_url = os.getenv("DIRECT_URL")
|
||||
modified_url = append_query_params(database_url, params)
|
||||
os.environ["DIRECT_URL"] = modified_url
|
||||
###
|
||||
subprocess.run(["prisma"], capture_output=True)
|
||||
is_prisma_runnable = True
|
||||
except FileNotFoundError:
|
||||
is_prisma_runnable = False
|
||||
|
||||
if is_prisma_runnable:
|
||||
from litellm_proxy.db.check_migration import check_prisma_schema_diff
|
||||
from litellm_proxy.db.prisma_client import (
|
||||
PrismaManager,
|
||||
should_update_prisma_schema,
|
||||
)
|
||||
|
||||
if (
|
||||
should_update_prisma_schema(
|
||||
general_settings.get("disable_prisma_schema_update")
|
||||
)
|
||||
is False
|
||||
):
|
||||
check_prisma_schema_diff(db_url=None)
|
||||
else:
|
||||
PrismaManager.setup_database(use_migrate=use_prisma_migrate)
|
||||
else:
|
||||
print( # noqa
|
||||
f"Unable to connect to DB. DATABASE_URL found in environment, but prisma package not found." # noqa
|
||||
)
|
||||
if port == 4000 and ProxyInitializationHelpers._is_port_in_use(port):
|
||||
port = random.randint(1024, 49152)
|
||||
|
||||
import litellm
|
||||
|
||||
if detailed_debug is True:
|
||||
litellm._turn_on_debug()
|
||||
|
||||
# DO NOT DELETE - enables global variables to work across files
|
||||
from litellm_proxy.proxy_server import app # noqa
|
||||
|
||||
uvicorn_args = ProxyInitializationHelpers._get_default_unvicorn_init_args(
|
||||
host=host,
|
||||
port=port,
|
||||
log_config=log_config,
|
||||
)
|
||||
if run_gunicorn is False and run_hypercorn is False:
|
||||
if ssl_certfile_path is not None and ssl_keyfile_path is not None:
|
||||
print( # noqa
|
||||
f"\033[1;32mLiteLLM Proxy: Using SSL with certfile: {ssl_certfile_path} and keyfile: {ssl_keyfile_path}\033[0m\n" # noqa
|
||||
)
|
||||
uvicorn_args["ssl_keyfile"] = ssl_keyfile_path
|
||||
uvicorn_args["ssl_certfile"] = ssl_certfile_path
|
||||
|
||||
loop_type = ProxyInitializationHelpers._get_loop_type()
|
||||
if loop_type:
|
||||
uvicorn_args["loop"] = loop_type
|
||||
|
||||
uvicorn.run(
|
||||
**uvicorn_args,
|
||||
workers=num_workers,
|
||||
)
|
||||
elif run_gunicorn is True:
|
||||
ProxyInitializationHelpers._run_gunicorn_server(
|
||||
host=host,
|
||||
port=port,
|
||||
app=app,
|
||||
num_workers=num_workers,
|
||||
ssl_certfile_path=ssl_certfile_path,
|
||||
ssl_keyfile_path=ssl_keyfile_path,
|
||||
)
|
||||
elif run_hypercorn is True:
|
||||
ProxyInitializationHelpers._init_hypercorn_server(
|
||||
app=app,
|
||||
host=host,
|
||||
port=port,
|
||||
ssl_certfile_path=ssl_certfile_path,
|
||||
ssl_keyfile_path=ssl_keyfile_path,
|
||||
)
|
||||
|
||||
|
||||
if __name__ == "__main__":
|
||||
run_server()
|
Loading…
Add table
Add a link
Reference in a new issue