Files
sientia-dataops-model-manager/tests/laborious/activities/test_minio.py
Bruno Domingues 9afe711075 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.
2025-10-03 21:04:27 -03:00

329 lines
9.5 KiB
Python

from io import BytesIO
from unittest.mock import MagicMock, patch
from pytest import fixture, mark, raises
from model_manager.activities.minio import MinIO
@patch('model_manager.activities.minio.boto3.client')
def test___init__(mock_boto3_client):
"""Test MinIO initialization with correct configuration."""
mock_client = MagicMock()
mock_boto3_client.return_value = mock_client
logger = MagicMock()
notification_handler = MagicMock()
minio = MinIO(
endpoint_url='http://localhost:9000',
access_key='minioadmin',
secret_key='minioadmin',
region='us-east-1',
use_ssl=False,
max_retry_attempts=3,
retry_mode='adaptive',
connect_timeout=10,
read_timeout=60,
logger=logger,
notification_handler=notification_handler,
)
assert minio.endpoint_url == 'http://localhost:9000'
assert minio.access_key == 'minioadmin'
assert minio.secret_key == 'minioadmin'
assert minio.region == 'us-east-1'
assert minio.use_ssl is False
assert minio.max_retry_attempts == 3
assert minio.retry_mode == 'adaptive'
assert minio.connect_timeout == 10
assert minio.read_timeout == 60
# Verify boto3 client was created with correct parameters
mock_boto3_client.assert_called_once()
call_kwargs = mock_boto3_client.call_args[1]
assert call_kwargs['endpoint_url'] == 'http://localhost:9000'
assert call_kwargs['aws_access_key_id'] == 'minioadmin'
assert call_kwargs['aws_secret_access_key'] == 'minioadmin'
assert call_kwargs['use_ssl'] is False
@patch('model_manager.activities.minio.boto3.client')
def test___init___failure(mock_boto3_client):
"""Test MinIO initialization failure handling."""
mock_boto3_client.side_effect = Exception('Connection failed')
logger = MagicMock()
notification_handler = MagicMock()
with raises(Exception, match='Failed to initialize MinIO client'):
MinIO(
endpoint_url='http://localhost:9000',
access_key='minioadmin',
secret_key='minioadmin',
region='us-east-1',
use_ssl=False,
max_retry_attempts=3,
retry_mode='adaptive',
connect_timeout=10,
read_timeout=60,
logger=logger,
notification_handler=notification_handler,
)
@fixture
@patch('model_manager.activities.minio.boto3.client')
def minio(mock_boto3_client):
"""Fixture to create a MinIO instance for testing."""
mock_client = MagicMock()
mock_boto3_client.return_value = mock_client
logger = MagicMock()
notification_handler = MagicMock()
minio_instance = MinIO(
endpoint_url='http://localhost:9000',
access_key='minioadmin',
secret_key='minioadmin',
region='us-east-1',
use_ssl=False,
max_retry_attempts=3,
retry_mode='adaptive',
connect_timeout=10,
read_timeout=60,
logger=logger,
notification_handler=notification_handler,
)
minio_instance.send_notification = MagicMock()
minio_instance.minio_client = mock_client
return minio_instance
metadata = {
'metadata': {
'workflow_name': 'test_workflow',
'model_name': 'test_model',
'model_id': 'test_model_id',
}
}
@mark.asyncio
async def test_fetch_file_from_minio_success(minio):
"""Test successful file fetch from MinIO."""
# Arrange
test_content = b'test file content'
mock_response = {'Body': MagicMock()}
mock_response['Body'].__enter__ = MagicMock(
return_value=MagicMock(read=MagicMock(return_value=test_content))
)
mock_response['Body'].__exit__ = MagicMock(return_value=None)
minio.minio_client.get_object.return_value = mock_response
input_data = {
'metadata': metadata['metadata'],
'bucket_name': 'test-bucket',
'file_name': 'test-file.txt',
}
# Act
result = await minio.fetch_file_from_minio(input_data)
# Assert
assert isinstance(result, BytesIO)
result.seek(0)
assert result.read() == test_content
minio.minio_client.get_object.assert_called_once_with(Bucket='test-bucket', Key='test-file.txt')
@mark.asyncio
async def test_fetch_file_from_minio_file_not_found(minio):
"""Test file fetch when file doesn't exist."""
# Arrange
minio.minio_client.get_object.side_effect = Exception(
'NoSuchKey: The specified key does not exist'
)
input_data = {
'metadata': metadata['metadata'],
'bucket_name': 'test-bucket',
'file_name': 'nonexistent.txt',
}
# Act & Assert
with raises(Exception, match='Error fetching file from MinIO'):
await minio.fetch_file_from_minio(input_data)
# Verify notification was sent
minio.send_notification.assert_called_once()
call_kwargs = minio.send_notification.call_args[1]
assert call_kwargs['notification_id'] == 'FETCH_FILE_FROM_MINIO_ERROR'
assert call_kwargs['block'] == 'fetch_file_from_minio'
@mark.asyncio
async def test_fetch_file_from_minio_network_error(minio):
"""Test file fetch with network error."""
# Arrange
minio.minio_client.get_object.side_effect = Exception('Network timeout')
input_data = {
'metadata': metadata['metadata'],
'bucket_name': 'test-bucket',
'file_name': 'test-file.txt',
}
# Act & Assert
with raises(Exception, match='Error fetching file from MinIO'):
await minio.fetch_file_from_minio(input_data)
minio.send_notification.assert_called_once()
@mark.asyncio
async def test_delete_file_from_minio_success(minio):
"""Test successful file deletion from MinIO."""
# Arrange
minio.minio_client.delete_object.return_value = None
input_data = {
'metadata': metadata['metadata'],
'bucket_name': 'test-bucket',
'file_name': 'test-file.txt',
}
# Act
result = await minio.delete_file_from_minio(input_data)
# Assert
assert result is None
minio.minio_client.delete_object.assert_called_once_with(
Bucket='test-bucket', Key='test-file.txt'
)
@mark.asyncio
async def test_delete_file_from_minio_idempotent(minio):
"""Test that delete is idempotent (no error if file doesn't exist)."""
# Arrange
# MinIO delete_object is idempotent - no error if file doesn't exist
minio.minio_client.delete_object.return_value = None
input_data = {
'metadata': metadata['metadata'],
'bucket_name': 'test-bucket',
'file_name': 'nonexistent.txt',
}
# Act
result = await minio.delete_file_from_minio(input_data)
# Assert
assert result is None
minio.minio_client.delete_object.assert_called_once()
@mark.asyncio
async def test_delete_file_from_minio_access_denied(minio):
"""Test file deletion with access denied error."""
# Arrange
minio.minio_client.delete_object.side_effect = Exception('AccessDenied: Access Denied')
input_data = {
'metadata': metadata['metadata'],
'bucket_name': 'test-bucket',
'file_name': 'test-file.txt',
}
# Act & Assert
with raises(Exception, match='Error deleting file from MinIO'):
await minio.delete_file_from_minio(input_data)
# Verify notification was sent
minio.send_notification.assert_called_once()
call_kwargs = minio.send_notification.call_args[1]
assert call_kwargs['notification_id'] == 'DELETE_FILE_FROM_MINIO_ERROR'
assert call_kwargs['block'] == 'delete_file_from_minio'
@mark.asyncio
async def test_delete_file_from_minio_network_error(minio):
"""Test file deletion with network error."""
# Arrange
minio.minio_client.delete_object.side_effect = Exception('Connection timeout')
input_data = {
'metadata': metadata['metadata'],
'bucket_name': 'test-bucket',
'file_name': 'test-file.txt',
}
# Act & Assert
with raises(Exception, match='Error deleting file from MinIO'):
await minio.delete_file_from_minio(input_data)
minio.send_notification.assert_called_once()
@mark.asyncio
async def test_fetch_file_from_minio_large_file(minio):
"""Test fetching a large file from MinIO."""
# Arrange
# Simulate a 10MB file
large_content = b'x' * (10 * 1024 * 1024)
mock_response = {'Body': MagicMock()}
mock_response['Body'].__enter__ = MagicMock(
return_value=MagicMock(read=MagicMock(return_value=large_content))
)
mock_response['Body'].__exit__ = MagicMock(return_value=None)
minio.minio_client.get_object.return_value = mock_response
input_data = {
'metadata': metadata['metadata'],
'bucket_name': 'test-bucket',
'file_name': 'large-file.bin',
}
# Act
result = await minio.fetch_file_from_minio(input_data)
# Assert
assert isinstance(result, BytesIO)
result.seek(0)
assert len(result.read()) == 10 * 1024 * 1024
@mark.asyncio
async def test_fetch_file_from_minio_empty_file(minio):
"""Test fetching an empty file from MinIO."""
# Arrange
empty_content = b''
mock_response = {'Body': MagicMock()}
mock_response['Body'].__enter__ = MagicMock(
return_value=MagicMock(read=MagicMock(return_value=empty_content))
)
mock_response['Body'].__exit__ = MagicMock(return_value=None)
minio.minio_client.get_object.return_value = mock_response
input_data = {
'metadata': metadata['metadata'],
'bucket_name': 'test-bucket',
'file_name': 'empty-file.txt',
}
# Act
result = await minio.fetch_file_from_minio(input_data)
# Assert
assert isinstance(result, BytesIO)
result.seek(0)
assert result.read() == b''