Files
sientia-dataops-model-manager/model_manager/activities/minio.py

230 lines
8.8 KiB
Python

from temporalio import activity, workflow
with workflow.unsafe.imports_passed_through():
import traceback
from io import BytesIO
from typing import Any
import boto3 # type: ignore[import-untyped]
from botocore.config import Config # type: ignore[import-untyped]
from sientia_do.notifications.handlers import CoreNotificationHandler as NotificationHandler
from sientia_do.notifications.models import NotificationLevel
from sientia_do.observability.logger import Logger
from sientia_do.temporal.activities.base import BaseActivity
class MinIO(BaseActivity):
"""
MinIO (S3-compatible) storage activities for file operations.
This class provides activities for interacting with MinIO object storage,
including file download and deletion operations. It handles authentication,
connection management, and comprehensive error handling.
The class implements best practices for S3/MinIO operations:
- Connection reuse (boto3 client is thread-safe)
- Automatic retry with exponential backoff
- Comprehensive error handling and logging
- Notification integration for critical errors
Attributes:
endpoint_url (str): MinIO server endpoint URL
access_key (str): MinIO access key ID
secret_key (str): MinIO secret access key
region (str): MinIO region name
use_ssl (bool): Whether to use SSL/TLS for connections
minio_client: Boto3 S3 client configured for MinIO
"""
def __init__(
self,
endpoint_url: str,
access_key: str,
secret_key: str,
region: str,
use_ssl: bool,
max_retry_attempts: int,
retry_mode: str,
connect_timeout: int,
read_timeout: int,
logger: Logger,
notification_handler: NotificationHandler,
):
"""
Initialize MinIO activities with server configuration.
This constructor creates a persistent boto3 S3 client that will be
reused across all activity calls. The client is thread-safe and
includes automatic retry configuration.
Args:
endpoint_url: MinIO server endpoint URL (e.g., http://localhost:9000)
access_key: MinIO access key ID for authentication
secret_key: MinIO secret access key for authentication
region: MinIO region name (e.g., us-east-1)
use_ssl: Whether to use SSL/TLS for connections
max_retry_attempts: Maximum number of retry attempts (e.g., 3)
retry_mode: Retry mode - standard, legacy, or adaptive (e.g., adaptive)
connect_timeout: Connection timeout in seconds (e.g., 10)
read_timeout: Read timeout in seconds (e.g., 60)
logger: Logger instance for observability and debugging
notification_handler: Notification handler for alerts and monitoring
Raises:
ConnectionError: If boto3 client initialization fails
"""
BaseActivity.__init__(self, logger, notification_handler, set_error_counter=True)
self.endpoint_url = endpoint_url
self.access_key = access_key
self.secret_key = secret_key
self.region = region
self.use_ssl = use_ssl
self.max_retry_attempts = max_retry_attempts
self.retry_mode = retry_mode
self.connect_timeout = connect_timeout
self.read_timeout = read_timeout
# Configure boto3 with retry strategy
# This handles transient network errors and connection issues automatically
boto_config = Config(
region_name=region,
retries={
'max_attempts': max_retry_attempts,
'mode': retry_mode,
},
connect_timeout=connect_timeout,
read_timeout=read_timeout,
)
try:
self.minio_client = boto3.client(
's3',
endpoint_url=endpoint_url,
aws_access_key_id=access_key,
aws_secret_access_key=secret_key,
config=boto_config,
use_ssl=use_ssl,
)
self.info(f'MinIO client initialized successfully: {endpoint_url}')
except Exception as e:
error_msg = f'Failed to initialize MinIO client: {str(e)}'
self.error(error_msg)
raise ConnectionError(error_msg) from e
@activity.defn(name='fetch_file_from_minio')
async def fetch_file_from_minio(self, input_data: dict[str, Any]) -> BytesIO:
"""
Fetch a file from MinIO and return its content as a BytesIO object.
This activity downloads a file from a MinIO bucket and returns the
content as a BytesIO object, which is a file-like object that can be
used directly with many Python libraries (pandas, PIL, etc.).
The operation includes:
1. Input validation
2. File download from MinIO
3. Content reading and wrapping in BytesIO
4. Comprehensive error handling and logging
Args:
input_data: Configuration for file fetch operation
Required keys:
- metadata (dict): Workflow execution metadata
- bucket_name (str): MinIO bucket name
- file_name (str): File path/key in the bucket
Returns:
BytesIO: File content as a file-like object
Raises:
OSError: If file fetch fails due to network, permission, or other errors
"""
metadata = input_data.get('metadata', {})
bucket_name = input_data['bucket_name']
file_name = input_data['file_name']
self.info(f'Fetching file from MinIO: {bucket_name}/{file_name}', metadata)
try:
# Download file from MinIO
response = self.minio_client.get_object(Bucket=bucket_name, Key=file_name)
# Read file content
with response['Body'] as body:
file_content = body.read()
file_size = len(file_content)
self.info(
f'File fetched successfully: {bucket_name}/{file_name} ({file_size} bytes)',
metadata,
)
return BytesIO(file_content)
except Exception as e: # noqa: BLE001
error_msg = f'Error fetching file from MinIO - Bucket: {bucket_name}, File: {file_name}, Error: {str(e)}'
trace = traceback.format_exc()
self.send_notification(
metadata=metadata,
notification_id='FETCH_FILE_FROM_MINIO_ERROR',
message=error_msg,
block='fetch_file_from_minio',
level=NotificationLevel.ERROR,
attachment_content=trace,
)
self.error(trace, metadata=metadata)
raise OSError(error_msg) from e
@activity.defn(name='delete_file_from_minio')
async def delete_file_from_minio(self, input_data: dict[str, Any]) -> None:
"""
Delete a file from MinIO storage.
This activity removes a file from a MinIO bucket. The operation is
idempotent - deleting a non-existent file is considered successful.
The operation includes:
1. Input validation
2. File deletion from MinIO
3. Comprehensive error handling and logging
Args:
input_data: Configuration for file deletion operation
Required keys:
- metadata (dict): Workflow execution metadata
- bucket_name (str): MinIO bucket name
- file_name (str): File path/key to delete
Returns:
None
Raises:
OSError: If file deletion fails due to permission or other errors
"""
metadata = input_data.get('metadata', {})
bucket_name = input_data['bucket_name']
file_name = input_data['file_name']
self.info(f'Deleting file from MinIO: {bucket_name}/{file_name}', metadata)
try:
# Delete file from MinIO
# Note: delete_object is idempotent - no error if file doesn't exist
self.minio_client.delete_object(Bucket=bucket_name, Key=file_name)
self.info(f'File deleted successfully: {bucket_name}/{file_name}', metadata)
except Exception as e: # noqa: BLE001
error_msg = f'Error deleting file from MinIO - Bucket: {bucket_name}, File: {file_name}, Error: {str(e)}'
trace = traceback.format_exc()
self.send_notification(
metadata=metadata,
notification_id='DELETE_FILE_FROM_MINIO_ERROR',
message=error_msg,
block='delete_file_from_minio',
level=NotificationLevel.ERROR,
attachment_content=trace,
)
self.error(trace, metadata=metadata)
raise OSError(error_msg) from e