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azure_blob_storage_client.py
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azure_blob_storage_client.py
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import mimetypes
from typing import Optional
from datetime import datetime, timedelta
from azure.storage.blob import (
BlobServiceClient,
generate_blob_sas,
generate_container_sas,
ContentSettings,
UserDelegationKey,
)
from azure.core.credentials import AzureNamedKeyCredential
from azure.storage.queue import QueueClient, BinaryBase64EncodePolicy
import chardet
from .env_helper import EnvHelper
from azure.identity import DefaultAzureCredential
def connection_string(account_name: str, account_key: str):
return f"DefaultEndpointsProtocol=https;AccountName={account_name};AccountKey={account_key};EndpointSuffix=core.windows.net"
def create_queue_client():
env_helper: EnvHelper = EnvHelper()
if env_helper.AZURE_AUTH_TYPE == "rbac":
return QueueClient(
account_url=f"https://{env_helper.AZURE_BLOB_ACCOUNT_NAME}.queue.core.windows.net/",
queue_name=env_helper.DOCUMENT_PROCESSING_QUEUE_NAME,
credential=DefaultAzureCredential(),
message_encode_policy=BinaryBase64EncodePolicy(),
)
else:
return QueueClient.from_connection_string(
conn_str=connection_string(
env_helper.AZURE_BLOB_ACCOUNT_NAME, env_helper.AZURE_BLOB_ACCOUNT_KEY
),
queue_name=env_helper.DOCUMENT_PROCESSING_QUEUE_NAME,
message_encode_policy=BinaryBase64EncodePolicy(),
)
class AzureBlobStorageClient:
def __init__(
self,
account_name: Optional[str] = None,
account_key: Optional[str] = None,
container_name: Optional[str] = None,
):
env_helper: EnvHelper = EnvHelper()
self.auth_type = env_helper.AZURE_AUTH_TYPE
self.account_name = account_name or env_helper.AZURE_BLOB_ACCOUNT_NAME
self.container_name = container_name or env_helper.AZURE_BLOB_CONTAINER_NAME
self.endpoint = env_helper.AZURE_STORAGE_ACCOUNT_ENDPOINT
if self.auth_type == "rbac":
self.account_key = None
self.blob_service_client = BlobServiceClient(
account_url=self.endpoint, credential=DefaultAzureCredential()
)
self.user_delegation_key = self.request_user_delegation_key(
blob_service_client=self.blob_service_client
)
else:
self.account_key = account_key or env_helper.AZURE_BLOB_ACCOUNT_KEY
self.blob_service_client = BlobServiceClient(
self.endpoint,
credential=AzureNamedKeyCredential(
name=self.account_name, key=self.account_key
),
)
self.user_delegation_key = None
def request_user_delegation_key(
self, blob_service_client: BlobServiceClient
) -> UserDelegationKey:
# Get a user delegation key that's valid for 1 day
delegation_key_start_time = datetime.utcnow()
delegation_key_expiry_time = delegation_key_start_time + timedelta(days=1)
user_delegation_key = blob_service_client.get_user_delegation_key(
key_start_time=delegation_key_start_time,
key_expiry_time=delegation_key_expiry_time,
)
return user_delegation_key
def file_exists(self, file_name):
blob_client = self.blob_service_client.get_blob_client(
container=self.container_name, blob=file_name
)
return blob_client.exists()
def upload_file(
self,
bytes_data,
file_name,
content_type: Optional[str] = None,
metadata: Optional[dict[str, str]] = None,
):
# Create a blob client using the local file name as the name for the blob
blob_client = self.blob_service_client.get_blob_client(
container=self.container_name, blob=file_name
)
content_settings = ContentSettings(content_type=content_type)
if content_type is None:
content_type = mimetypes.MimeTypes().guess_type(file_name)[0]
charset = (
f"; charset={chardet.detect(bytes_data)['encoding']}"
if content_type == "text/plain"
else ""
)
content_type = content_type if content_type is not None else "text/plain"
content_settings = ContentSettings(content_type=content_type + charset)
# Upload the created file
blob_client.upload_blob(
bytes_data,
overwrite=True,
content_settings=content_settings,
metadata=metadata,
)
# Generate a SAS URL to the blob and return it, if auth_type is rbac, account_key is None, if not, user_delegation_key is None.
return (
blob_client.url
+ "?"
+ generate_blob_sas(
self.account_name,
self.container_name,
file_name,
user_delegation_key=self.user_delegation_key,
account_key=self.account_key,
permission="r",
expiry=datetime.utcnow() + timedelta(hours=3),
)
)
def download_file(self, file_name):
blob_client = self.blob_service_client.get_blob_client(
container=self.container_name, blob=file_name
)
return blob_client.download_blob().readall()
def delete_file(self, file_name):
"""
Deletes a file from the Azure Blob Storage container.
Args:
file_name (str): The name of the file to delete.
Returns:
None
"""
blob_client = self.blob_service_client.get_blob_client(
container=self.container_name, blob=file_name
)
if blob_client.exists():
blob_client.delete_blob()
def delete_files(self, files, integrated_vectorization: bool):
"""
Deletes files from the Azure Blob Storage container.
Args:
files (list[str]): The names of the files to delete.
Returns:
None
"""
for filename, ids in files.items():
if not integrated_vectorization:
filename = filename.split("/")[-1]
self.delete_file(filename)
def get_all_files(self):
# Get all files in the container from Azure Blob Storage
container_client = self.blob_service_client.get_container_client(
self.container_name
)
blob_list = container_client.list_blobs(include="metadata")
# sas = generate_blob_sas(account_name, container_name, blob.name,account_key=account_key, permission="r", expiry=datetime.utcnow() + timedelta(hours=3))
sas = generate_container_sas(
self.account_name,
self.container_name,
user_delegation_key=self.user_delegation_key,
account_key=self.account_key,
permission="r",
expiry=datetime.utcnow() + timedelta(hours=3),
)
files = []
converted_files = {}
for blob in blob_list:
if not blob.name.startswith("converted/"):
files.append(
{
"filename": blob.name,
"converted": (
blob.metadata.get("converted", "false") == "true"
if blob.metadata
else False
),
"embeddings_added": (
blob.metadata.get("embeddings_added", "false") == "true"
if blob.metadata
else False
),
"fullpath": f"{self.endpoint}{self.container_name}/{blob.name}?{sas}",
"converted_filename": (
blob.metadata.get("converted_filename", "")
if blob.metadata
else ""
),
"converted_path": "",
}
)
else:
converted_files[blob.name] = (
f"{self.endpoint}{self.container_name}/{blob.name}?{sas}"
)
for file in files:
converted_filename = file.pop("converted_filename", "")
if converted_filename in converted_files:
file["converted"] = True
file["converted_path"] = converted_files[converted_filename]
return files
def upsert_blob_metadata(self, file_name, metadata):
blob_client = self.blob_service_client.get_blob_client(
container=self.container_name, blob=file_name
)
# Read metadata from the blob
blob_metadata = blob_client.get_blob_properties().metadata
# Update metadata
blob_metadata.update(metadata)
# Add metadata to the blob
blob_client.set_blob_metadata(metadata=blob_metadata)
def get_container_sas(self):
# Generate a SAS URL to the container and return it
return "?" + generate_container_sas(
account_name=self.account_name,
container_name=self.container_name,
user_delegation_key=self.user_delegation_key,
account_key=self.account_key,
permission="r",
expiry=datetime.utcnow() + timedelta(hours=1),
)
def get_blob_sas(self, file_name):
# Generate a SAS URL to the blob and return it
return (
f"{self.endpoint}{self.container_name}/{file_name}"
+ "?"
+ generate_blob_sas(
account_name=self.account_name,
container_name=self.container_name,
blob_name=file_name,
user_delegation_key=self.user_delegation_key,
account_key=self.account_key,
permission="r",
expiry=datetime.utcnow() + timedelta(hours=1),
)
)