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Merge pull request #5057 from BerriAI/litellm_rds_iam_auth
feat(proxy_cli.py): support iam-based auth to rds
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commit
036a6821d5
2 changed files with 204 additions and 0 deletions
179
litellm/proxy/auth/rds_iam_token.py
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179
litellm/proxy/auth/rds_iam_token.py
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import os
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from typing import Optional, Union
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import httpx
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def init_rds_client(
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aws_access_key_id: Optional[str] = None,
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aws_secret_access_key: Optional[str] = None,
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aws_region_name: Optional[str] = None,
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aws_session_name: Optional[str] = None,
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aws_profile_name: Optional[str] = None,
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aws_role_name: Optional[str] = None,
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aws_web_identity_token: Optional[str] = None,
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timeout: Optional[Union[float, httpx.Timeout]] = None,
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):
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from litellm import get_secret
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# check for custom AWS_REGION_NAME and use it if not passed to init_bedrock_client
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litellm_aws_region_name = get_secret("AWS_REGION_NAME", None)
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standard_aws_region_name = get_secret("AWS_REGION", None)
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## CHECK IS 'os.environ/' passed in
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# Define the list of parameters to check
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params_to_check = [
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aws_access_key_id,
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aws_secret_access_key,
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aws_region_name,
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aws_session_name,
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aws_profile_name,
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aws_role_name,
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aws_web_identity_token,
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]
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# Iterate over parameters and update if needed
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for i, param in enumerate(params_to_check):
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if param and param.startswith("os.environ/"):
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params_to_check[i] = get_secret(param)
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# Assign updated values back to parameters
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(
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aws_access_key_id,
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aws_secret_access_key,
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aws_region_name,
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aws_session_name,
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aws_profile_name,
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aws_role_name,
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aws_web_identity_token,
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) = params_to_check
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### SET REGION NAME
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region_name = aws_region_name
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if aws_region_name:
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region_name = aws_region_name
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elif litellm_aws_region_name:
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region_name = litellm_aws_region_name
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elif standard_aws_region_name:
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region_name = standard_aws_region_name
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else:
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raise Exception(
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"AWS region not set: set AWS_REGION_NAME or AWS_REGION env variable or in .env file",
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)
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import boto3
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if isinstance(timeout, float):
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config = boto3.session.Config(connect_timeout=timeout, read_timeout=timeout)
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elif isinstance(timeout, httpx.Timeout):
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config = boto3.session.Config(
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connect_timeout=timeout.connect, read_timeout=timeout.read
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)
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else:
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config = boto3.session.Config()
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### CHECK STS ###
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if (
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aws_web_identity_token is not None
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and aws_role_name is not None
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and aws_session_name is not None
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):
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try:
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oidc_token = open(aws_web_identity_token).read() # check if filepath
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except Exception:
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oidc_token = get_secret(aws_web_identity_token)
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if oidc_token is None:
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raise Exception(
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"OIDC token could not be retrieved from secret manager.",
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)
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sts_client = boto3.client("sts")
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# https://docs.aws.amazon.com/STS/latest/APIReference/API_AssumeRoleWithWebIdentity.html
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# https://boto3.amazonaws.com/v1/documentation/api/latest/reference/services/sts/client/assume_role_with_web_identity.html
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sts_response = sts_client.assume_role_with_web_identity(
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RoleArn=aws_role_name,
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RoleSessionName=aws_session_name,
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WebIdentityToken=oidc_token,
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DurationSeconds=3600,
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)
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client = boto3.client(
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service_name="rds",
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aws_access_key_id=sts_response["Credentials"]["AccessKeyId"],
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aws_secret_access_key=sts_response["Credentials"]["SecretAccessKey"],
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aws_session_token=sts_response["Credentials"]["SessionToken"],
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region_name=region_name,
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config=config,
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)
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elif aws_role_name is not None and aws_session_name is not None:
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# use sts if role name passed in
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sts_client = boto3.client(
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"sts",
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aws_access_key_id=aws_access_key_id,
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aws_secret_access_key=aws_secret_access_key,
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)
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sts_response = sts_client.assume_role(
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RoleArn=aws_role_name, RoleSessionName=aws_session_name
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)
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client = boto3.client(
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service_name="rds",
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aws_access_key_id=sts_response["Credentials"]["AccessKeyId"],
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aws_secret_access_key=sts_response["Credentials"]["SecretAccessKey"],
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aws_session_token=sts_response["Credentials"]["SessionToken"],
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region_name=region_name,
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config=config,
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)
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elif aws_access_key_id is not None:
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# uses auth params passed to completion
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# aws_access_key_id is not None, assume user is trying to auth using litellm.completion
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client = boto3.client(
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service_name="rds",
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aws_access_key_id=aws_access_key_id,
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aws_secret_access_key=aws_secret_access_key,
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region_name=region_name,
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config=config,
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)
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elif aws_profile_name is not None:
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# uses auth values from AWS profile usually stored in ~/.aws/credentials
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client = boto3.Session(profile_name=aws_profile_name).client(
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service_name="rds",
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region_name=region_name,
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config=config,
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)
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else:
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# aws_access_key_id is None, assume user is trying to auth using env variables
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# boto3 automatically reads env variables
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client = boto3.client(
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service_name="bedrock-runtime",
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region_name=region_name,
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config=config,
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)
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return client
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def generate_iam_auth_token(db_host, db_port, db_user) -> str:
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from urllib.parse import quote
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import boto3
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boto_client = init_rds_client(
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aws_region_name=os.getenv("AWS_REGION_NAME"),
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aws_access_key_id=os.getenv("AWS_ACCESS_KEY_ID"),
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aws_secret_access_key=os.getenv("AWS_SECRET_ACCESS_KEY"),
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aws_session_name=os.getenv("AWS_SESSION_NAME"),
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aws_profile_name=os.getenv("AWS_PROFILE_NAME"),
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aws_role_name=os.getenv("AWS_ROLE_NAME"),
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aws_web_identity_token=os.getenv("AWS_WEB_IDENTITY_TOKEN"),
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)
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token = boto_client.generate_db_auth_token(
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DBHostname=db_host, Port=db_port, DBUsername=db_user
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)
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cleaned_token = quote(token, safe="")
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return cleaned_token
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@ -177,6 +177,12 @@ def is_port_in_use(port):
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is_flag=True,
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help="Calls async endpoints /queue/requests and /queue/response",
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)
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@click.option(
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"--iam_token_db_auth",
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default=False,
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is_flag=True,
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help="Connects to RDS DB with IAM token",
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)
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@click.option(
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"--num_requests",
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default=10,
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@ -228,6 +234,7 @@ def run_server(
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local,
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num_workers,
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test_async,
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iam_token_db_auth,
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num_requests,
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use_queue,
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health,
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@ -448,6 +455,24 @@ def run_server(
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db_connection_pool_limit = 100
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db_connection_timeout = 60
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### GET DB TOKEN FOR IAM AUTH ###
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if iam_token_db_auth:
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from litellm.proxy.auth.rds_iam_token import generate_iam_auth_token
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db_host = os.getenv("DATABASE_HOST")
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db_port = os.getenv("DATABASE_PORT")
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db_user = os.getenv("DATABASE_USER")
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db_name = os.getenv("DATABASE_NAME")
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token = generate_iam_auth_token(
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db_host=db_host, db_port=db_port, db_user=db_user
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)
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# print(f"token: {token}")
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_db_url = f"postgresql://{db_user}:{token}@{db_host}:{db_port}/{db_name}"
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os.environ["DATABASE_URL"] = _db_url
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### DECRYPT ENV VAR ###
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from litellm.proxy.secret_managers.aws_secret_manager import decrypt_env_var
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