litellm/litellm/proxy/common_utils/load_config_utils.py

168 lines
5.6 KiB
Python

import os
from typing import Final
import yaml
from litellm._logging import verbose_proxy_logger
def get_file_contents_from_s3(bucket_name, object_key):
try:
# v0 rely on boto3 for authentication - allowing boto3 to handle IAM credentials etc
import boto3
from botocore.credentials import Credentials
from litellm.main import bedrock_converse_chat_completion
credentials: Final[Credentials] = bedrock_converse_chat_completion.get_credentials()
s3_client: Final = boto3.client(
"s3",
aws_access_key_id=credentials.access_key,
aws_secret_access_key=credentials.secret_key,
aws_session_token=credentials.token, # Optional, if using temporary credentials
)
verbose_proxy_logger.debug("Retrieving %s from S3 bucket: %s", object_key, bucket_name)
response: Final = s3_client.get_object(Bucket=bucket_name, Key=object_key)
verbose_proxy_logger.debug("Response: %s", response)
# Read the file contents and directly parse YAML
file_contents: Final = response["Body"].read().decode("utf-8")
verbose_proxy_logger.debug("File contents retrieved from S3")
# Parse YAML directly from string
config: Final = yaml.safe_load(file_contents)
return config
except ImportError as e:
# this is most likely if a user is not using the litellm docker container
verbose_proxy_logger.error("ImportError: %s", e)
except Exception as e:
verbose_proxy_logger.error("Error retrieving file contents: %s", e)
return None
async def get_config_file_contents_from_gcs(bucket_name, object_key):
try:
from litellm.integrations.gcs_bucket.gcs_bucket import GCSBucketLogger
gcs_bucket: Final = GCSBucketLogger(
bucket_name=bucket_name,
)
file_contents = await gcs_bucket.download_gcs_object(object_key)
if file_contents is None:
raise Exception(f"File contents are None for {object_key}")
# file_contentis is a bytes object, so we need to convert it to yaml
file_contents = file_contents.decode("utf-8")
# convert to yaml
config: Final = yaml.safe_load(file_contents)
return config
except Exception as e:
verbose_proxy_logger.error("Error retrieving file contents: %s", e)
return None
def download_python_file_from_s3(
bucket_name: str,
object_key: str,
local_file_path: str,
) -> bool:
"""
Download a Python file from S3 and save it to local filesystem.
Args:
bucket_name (str): S3 bucket name
object_key (str): S3 object key (file path in bucket)
local_file_path (str): Local path where file should be saved
Returns:
bool: True if successful, False otherwise
"""
try:
import boto3
from botocore.credentials import Credentials
from litellm.llms.bedrock.base_aws_llm import BaseAWSLLM
base_aws_llm: Final = BaseAWSLLM()
credentials: Final[Credentials] = base_aws_llm.get_credentials()
s3_client: Final = boto3.client(
"s3",
aws_access_key_id=credentials.access_key,
aws_secret_access_key=credentials.secret_key,
aws_session_token=credentials.token,
)
verbose_proxy_logger.debug("Downloading Python file %s from S3 bucket: %s", object_key, bucket_name)
response: Final = s3_client.get_object(Bucket=bucket_name, Key=object_key)
# Read the file contents
file_contents: Final = response["Body"].read().decode("utf-8")
verbose_proxy_logger.debug("File contents: %s", file_contents)
# Ensure directory exists
os.makedirs(os.path.dirname(local_file_path), exist_ok=True)
# Write to local file
with open(local_file_path, "w") as f:
f.write(file_contents)
verbose_proxy_logger.debug("Python file downloaded successfully to %s", local_file_path)
return True
except ImportError as e:
verbose_proxy_logger.error("ImportError: %s", e)
return False
except Exception as e:
verbose_proxy_logger.exception("Error downloading Python file: %s", e)
return False
async def download_python_file_from_gcs(
bucket_name: str,
object_key: str,
local_file_path: str,
) -> bool:
"""
Download a Python file from GCS and save it to local filesystem.
Args:
bucket_name (str): GCS bucket name
object_key (str): GCS object key (file path in bucket)
local_file_path (str): Local path where file should be saved
Returns:
bool: True if successful, False otherwise
"""
try:
from litellm.integrations.gcs_bucket.gcs_bucket import GCSBucketLogger
gcs_bucket: Final = GCSBucketLogger(
bucket_name=bucket_name,
)
file_contents = await gcs_bucket.download_gcs_object(object_key)
if file_contents is None:
raise Exception(f"File contents are None for {object_key}")
# file_contents is a bytes object, decode it
file_contents = file_contents.decode("utf-8")
# Ensure directory exists
os.makedirs(os.path.dirname(local_file_path), exist_ok=True)
# Write to local file
with open(local_file_path, "w") as f:
f.write(file_contents)
verbose_proxy_logger.debug("Python file downloaded successfully to %s", local_file_path)
return True
except Exception as e:
verbose_proxy_logger.exception("Error downloading Python file from GCS: %s", e)
return False
# # Example usage
# bucket_name = 'litellm-proxy'
# object_key = 'litellm_proxy_config.yaml'