open-webui/backend/open_webui/storage/provider.py
Timothy Jaeryang Baek 3be5e3129b
Merge pull request #10752 from NovoNordisk-OpenSource/yvedeng/standardize-logging
refactor: replace print statements with logging
2025-02-25 10:53:02 -08:00

328 lines
12 KiB
Python

import os
import shutil
import json
import logging
from abc import ABC, abstractmethod
from typing import BinaryIO, Tuple
import boto3
from botocore.config import Config
from botocore.exceptions import ClientError
from open_webui.config import (
S3_ACCESS_KEY_ID,
S3_BUCKET_NAME,
S3_ENDPOINT_URL,
S3_KEY_PREFIX,
S3_REGION_NAME,
S3_SECRET_ACCESS_KEY,
S3_USE_ACCELERATE_ENDPOINT,
S3_ADDRESSING_STYLE,
GCS_BUCKET_NAME,
GOOGLE_APPLICATION_CREDENTIALS_JSON,
AZURE_STORAGE_ENDPOINT,
AZURE_STORAGE_CONTAINER_NAME,
AZURE_STORAGE_KEY,
STORAGE_PROVIDER,
UPLOAD_DIR,
)
from google.cloud import storage
from google.cloud.exceptions import GoogleCloudError, NotFound
from open_webui.constants import ERROR_MESSAGES
from azure.identity import DefaultAzureCredential
from azure.storage.blob import BlobServiceClient
from azure.core.exceptions import ResourceNotFoundError
from open_webui.env import SRC_LOG_LEVELS
log = logging.getLogger(__name__)
log.setLevel(SRC_LOG_LEVELS["MAIN"])
class StorageProvider(ABC):
@abstractmethod
def get_file(self, file_path: str) -> str:
pass
@abstractmethod
def upload_file(self, file: BinaryIO, filename: str) -> Tuple[bytes, str]:
pass
@abstractmethod
def delete_all_files(self) -> None:
pass
@abstractmethod
def delete_file(self, file_path: str) -> None:
pass
class LocalStorageProvider(StorageProvider):
@staticmethod
def upload_file(file: BinaryIO, filename: str) -> Tuple[bytes, str]:
contents = file.read()
if not contents:
raise ValueError(ERROR_MESSAGES.EMPTY_CONTENT)
file_path = f"{UPLOAD_DIR}/{filename}"
with open(file_path, "wb") as f:
f.write(contents)
return contents, file_path
@staticmethod
def get_file(file_path: str) -> str:
"""Handles downloading of the file from local storage."""
return file_path
@staticmethod
def delete_file(file_path: str) -> None:
"""Handles deletion of the file from local storage."""
filename = file_path.split("/")[-1]
file_path = f"{UPLOAD_DIR}/{filename}"
if os.path.isfile(file_path):
os.remove(file_path)
else:
log.warning(f"File {file_path} not found in local storage.")
@staticmethod
def delete_all_files() -> None:
"""Handles deletion of all files from local storage."""
if os.path.exists(UPLOAD_DIR):
for filename in os.listdir(UPLOAD_DIR):
file_path = os.path.join(UPLOAD_DIR, filename)
try:
if os.path.isfile(file_path) or os.path.islink(file_path):
os.unlink(file_path) # Remove the file or link
elif os.path.isdir(file_path):
shutil.rmtree(file_path) # Remove the directory
except Exception as e:
log.exception(f"Failed to delete {file_path}. Reason: {e}")
else:
log.warning(f"Directory {UPLOAD_DIR} not found in local storage.")
class S3StorageProvider(StorageProvider):
def __init__(self):
self.s3_client = boto3.client(
"s3",
region_name=S3_REGION_NAME,
endpoint_url=S3_ENDPOINT_URL,
aws_access_key_id=S3_ACCESS_KEY_ID,
aws_secret_access_key=S3_SECRET_ACCESS_KEY,
config=Config(
s3={
"use_accelerate_endpoint": S3_USE_ACCELERATE_ENDPOINT,
"addressing_style": S3_ADDRESSING_STYLE,
},
),
)
self.bucket_name = S3_BUCKET_NAME
self.key_prefix = S3_KEY_PREFIX if S3_KEY_PREFIX else ""
def upload_file(self, file: BinaryIO, filename: str) -> Tuple[bytes, str]:
"""Handles uploading of the file to S3 storage."""
_, file_path = LocalStorageProvider.upload_file(file, filename)
try:
s3_key = os.path.join(self.key_prefix, filename)
self.s3_client.upload_file(file_path, self.bucket_name, s3_key)
return (
open(file_path, "rb").read(),
"s3://" + self.bucket_name + "/" + s3_key,
)
except ClientError as e:
raise RuntimeError(f"Error uploading file to S3: {e}")
def get_file(self, file_path: str) -> str:
"""Handles downloading of the file from S3 storage."""
try:
s3_key = self._extract_s3_key(file_path)
local_file_path = self._get_local_file_path(s3_key)
self.s3_client.download_file(self.bucket_name, s3_key, local_file_path)
return local_file_path
except ClientError as e:
raise RuntimeError(f"Error downloading file from S3: {e}")
def delete_file(self, file_path: str) -> None:
"""Handles deletion of the file from S3 storage."""
try:
s3_key = self._extract_s3_key(file_path)
self.s3_client.delete_object(Bucket=self.bucket_name, Key=s3_key)
except ClientError as e:
raise RuntimeError(f"Error deleting file from S3: {e}")
# Always delete from local storage
LocalStorageProvider.delete_file(file_path)
def delete_all_files(self) -> None:
"""Handles deletion of all files from S3 storage."""
try:
response = self.s3_client.list_objects_v2(Bucket=self.bucket_name)
if "Contents" in response:
for content in response["Contents"]:
# Skip objects that were not uploaded from open-webui in the first place
if not content["Key"].startswith(self.key_prefix):
continue
self.s3_client.delete_object(
Bucket=self.bucket_name, Key=content["Key"]
)
except ClientError as e:
raise RuntimeError(f"Error deleting all files from S3: {e}")
# Always delete from local storage
LocalStorageProvider.delete_all_files()
# The s3 key is the name assigned to an object. It excludes the bucket name, but includes the internal path and the file name.
def _extract_s3_key(self, full_file_path: str) -> str:
return "/".join(full_file_path.split("//")[1].split("/")[1:])
def _get_local_file_path(self, s3_key: str) -> str:
return f"{UPLOAD_DIR}/{s3_key.split('/')[-1]}"
class GCSStorageProvider(StorageProvider):
def __init__(self):
self.bucket_name = GCS_BUCKET_NAME
if GOOGLE_APPLICATION_CREDENTIALS_JSON:
self.gcs_client = storage.Client.from_service_account_info(
info=json.loads(GOOGLE_APPLICATION_CREDENTIALS_JSON)
)
else:
# if no credentials json is provided, credentials will be picked up from the environment
# if running on local environment, credentials would be user credentials
# if running on a Compute Engine instance, credentials would be from Google Metadata server
self.gcs_client = storage.Client()
self.bucket = self.gcs_client.bucket(GCS_BUCKET_NAME)
def upload_file(self, file: BinaryIO, filename: str) -> Tuple[bytes, str]:
"""Handles uploading of the file to GCS storage."""
contents, file_path = LocalStorageProvider.upload_file(file, filename)
try:
blob = self.bucket.blob(filename)
blob.upload_from_filename(file_path)
return contents, "gs://" + self.bucket_name + "/" + filename
except GoogleCloudError as e:
raise RuntimeError(f"Error uploading file to GCS: {e}")
def get_file(self, file_path: str) -> str:
"""Handles downloading of the file from GCS storage."""
try:
filename = file_path.removeprefix("gs://").split("/")[1]
local_file_path = f"{UPLOAD_DIR}/{filename}"
blob = self.bucket.get_blob(filename)
blob.download_to_filename(local_file_path)
return local_file_path
except NotFound as e:
raise RuntimeError(f"Error downloading file from GCS: {e}")
def delete_file(self, file_path: str) -> None:
"""Handles deletion of the file from GCS storage."""
try:
filename = file_path.removeprefix("gs://").split("/")[1]
blob = self.bucket.get_blob(filename)
blob.delete()
except NotFound as e:
raise RuntimeError(f"Error deleting file from GCS: {e}")
# Always delete from local storage
LocalStorageProvider.delete_file(file_path)
def delete_all_files(self) -> None:
"""Handles deletion of all files from GCS storage."""
try:
blobs = self.bucket.list_blobs()
for blob in blobs:
blob.delete()
except NotFound as e:
raise RuntimeError(f"Error deleting all files from GCS: {e}")
# Always delete from local storage
LocalStorageProvider.delete_all_files()
class AzureStorageProvider(StorageProvider):
def __init__(self):
self.endpoint = AZURE_STORAGE_ENDPOINT
self.container_name = AZURE_STORAGE_CONTAINER_NAME
storage_key = AZURE_STORAGE_KEY
if storage_key:
# Configure using the Azure Storage Account Endpoint and Key
self.blob_service_client = BlobServiceClient(
account_url=self.endpoint, credential=storage_key
)
else:
# Configure using the Azure Storage Account Endpoint and DefaultAzureCredential
# If the key is not configured, then the DefaultAzureCredential will be used to support Managed Identity authentication
self.blob_service_client = BlobServiceClient(
account_url=self.endpoint, credential=DefaultAzureCredential()
)
self.container_client = self.blob_service_client.get_container_client(
self.container_name
)
def upload_file(self, file: BinaryIO, filename: str) -> Tuple[bytes, str]:
"""Handles uploading of the file to Azure Blob Storage."""
contents, file_path = LocalStorageProvider.upload_file(file, filename)
try:
blob_client = self.container_client.get_blob_client(filename)
blob_client.upload_blob(contents, overwrite=True)
return contents, f"{self.endpoint}/{self.container_name}/{filename}"
except Exception as e:
raise RuntimeError(f"Error uploading file to Azure Blob Storage: {e}")
def get_file(self, file_path: str) -> str:
"""Handles downloading of the file from Azure Blob Storage."""
try:
filename = file_path.split("/")[-1]
local_file_path = f"{UPLOAD_DIR}/{filename}"
blob_client = self.container_client.get_blob_client(filename)
with open(local_file_path, "wb") as download_file:
download_file.write(blob_client.download_blob().readall())
return local_file_path
except ResourceNotFoundError as e:
raise RuntimeError(f"Error downloading file from Azure Blob Storage: {e}")
def delete_file(self, file_path: str) -> None:
"""Handles deletion of the file from Azure Blob Storage."""
try:
filename = file_path.split("/")[-1]
blob_client = self.container_client.get_blob_client(filename)
blob_client.delete_blob()
except ResourceNotFoundError as e:
raise RuntimeError(f"Error deleting file from Azure Blob Storage: {e}")
# Always delete from local storage
LocalStorageProvider.delete_file(file_path)
def delete_all_files(self) -> None:
"""Handles deletion of all files from Azure Blob Storage."""
try:
blobs = self.container_client.list_blobs()
for blob in blobs:
self.container_client.delete_blob(blob.name)
except Exception as e:
raise RuntimeError(f"Error deleting all files from Azure Blob Storage: {e}")
# Always delete from local storage
LocalStorageProvider.delete_all_files()
def get_storage_provider(storage_provider: str):
if storage_provider == "local":
Storage = LocalStorageProvider()
elif storage_provider == "s3":
Storage = S3StorageProvider()
elif storage_provider == "gcs":
Storage = GCSStorageProvider()
elif storage_provider == "azure":
Storage = AzureStorageProvider()
else:
raise RuntimeError(f"Unsupported storage provider: {storage_provider}")
return Storage
Storage = get_storage_provider(STORAGE_PROVIDER)