SIENTIAPDE-1248: Integrate MinIO for object storage and add related configurations
This commit introduces MinIO integration for object storage within the Model Manager system. It includes: - Added MinIO activity class for file operations (fetch, delete). - Updated Activities orchestrator to include MinIO activities. - Added MinIO configuration builder to utils/connectors_config.py. - Added environment variables for MinIO configuration in .env.example. - Added boto3 and botocore dependencies to requirements.txt. - Added unit tests for MinIO activities.
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@@ -10,8 +10,9 @@ from model_manager.activities.mlflow import MLFlow
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@patch('model_manager.activities.activities.Postgres.__init__')
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@patch('model_manager.activities.activities.MLFlow.__init__')
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@patch('model_manager.activities.activities.MinIO.__init__')
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@patch('model_manager.activities.activities.Gates.__init__')
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def test___init__(mock_gates_init, mock_mlflow_init, mock_postgres_init):
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def test___init__(mock_gates_init, mock_minio_init, mock_mlflow_init, mock_postgres_init):
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postgres_config = {
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'host': 'localhost',
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'port': 5432,
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@@ -24,12 +25,25 @@ def test___init__(mock_gates_init, mock_mlflow_init, mock_postgres_init):
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mlflow_config = {'host': 'localhost', 'port': 5000, 'username': 'mlflow', 'password': 'mlflow'}
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minio_config = {
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'endpoint_url': 'http://localhost:9000',
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'access_key': 'minioadmin',
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'secret_key': 'minioadmin',
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'region': 'us-east-1',
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'use_ssl': False,
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'max_retry_attempts': 3,
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'retry_mode': 'adaptive',
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'connect_timeout': 10,
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'read_timeout': 60,
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}
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logger = MagicMock()
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notification_handler = MagicMock()
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activities = Activities(
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postgres_config=postgres_config,
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mlflow_config=mlflow_config,
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minio_config=minio_config,
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logger=logger,
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notification_handler=notification_handler,
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)
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@@ -62,6 +76,21 @@ def test___init__(mock_gates_init, mock_mlflow_init, mock_postgres_init):
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notification_handler=notification_handler,
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)
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mock_minio_init.assert_called_once_with(
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ANY,
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endpoint_url=minio_config['endpoint_url'],
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access_key=minio_config['access_key'],
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secret_key=minio_config['secret_key'],
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region=minio_config['region'],
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use_ssl=minio_config['use_ssl'],
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max_retry_attempts=minio_config['max_retry_attempts'],
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retry_mode=minio_config['retry_mode'],
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connect_timeout=minio_config['connect_timeout'],
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read_timeout=minio_config['read_timeout'],
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logger=logger,
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notification_handler=notification_handler,
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)
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mock_gates_init.assert_called_once_with(
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ANY, logger=logger, notification_handler=notification_handler
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)
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@@ -83,12 +112,25 @@ async def test_shutdown(_mock_mlflow_init, mock_postgres_init):
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mlflow_config = {'host': 'localhost', 'port': 5000, 'username': 'mlflow', 'password': 'mlflow'}
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minio_config = {
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'endpoint_url': 'http://localhost:9000',
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'access_key': 'minioadmin',
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'secret_key': 'minioadmin',
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'region': 'us-east-1',
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'use_ssl': False,
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'max_retry_attempts': 3,
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'retry_mode': 'adaptive',
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'connect_timeout': 10,
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'read_timeout': 60,
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}
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logger = MagicMock()
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notification_handler = MagicMock()
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activities = Activities(
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postgres_config=postgres_config,
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mlflow_config=mlflow_config,
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minio_config=minio_config,
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logger=logger,
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notification_handler=notification_handler,
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)
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