5d0d049082
Remove code validation script and refactor imports in activities and workflows - Deleted the `validate.sh` script, which was responsible for running code quality checks. - Cleaned up import statements in `activities.py`, `gates.py`, `mlflow.py`, and `storage.py` by removing unused imports and organizing them. - Refactored initialization methods in `MinioManager` and `MLFlow` classes for improved readability. - Updated various workflows to ensure compatibility with the new structure and removed unnecessary comments. - Enhanced test cases to accommodate changes in the activities and workflows, ensuring proper mocking of dependencies.
60 lines
1.7 KiB
Python
60 lines
1.7 KiB
Python
import os
|
|
import sys
|
|
from unittest.mock import MagicMock
|
|
|
|
# The production code converts SIENTIA_MINIO_OFFLOAD_THRESHOLD_BYTES to int at import-time.
|
|
# Tests must set it to a valid integer string to avoid import errors.
|
|
os.environ.setdefault('SIENTIA_MINIO_OFFLOAD_THRESHOLD_BYTES', '1')
|
|
|
|
|
|
class DummyMinioDataFramePayload:
|
|
"""
|
|
Minimal payload double used by unit tests.
|
|
|
|
The production workflow/gates expect a MinioDataFramePayload-like object with:
|
|
- async retrieve(minio_repo, workflow_metadata) -> DataFrame | dict
|
|
- has_data() -> bool
|
|
- cleanup_prefix() -> str | None
|
|
- last_timestamp: attribute
|
|
- status: attribute
|
|
"""
|
|
|
|
def __init__(
|
|
self,
|
|
*,
|
|
retrieve_return=None,
|
|
has_data: bool = True,
|
|
cleanup_prefix: str | None = None,
|
|
last_timestamp: str = '2024-01-01',
|
|
status: dict | None = None,
|
|
):
|
|
self._retrieve_return = retrieve_return
|
|
self._has_data = has_data
|
|
self._cleanup_prefix = cleanup_prefix
|
|
self.last_timestamp = last_timestamp
|
|
self.status = status
|
|
|
|
async def retrieve(self, _minio_repo, _workflow_metadata=None):
|
|
return self._retrieve_return
|
|
|
|
def has_data(self) -> bool:
|
|
return self._has_data
|
|
|
|
def cleanup_prefix(self) -> str | None:
|
|
return self._cleanup_prefix
|
|
|
|
|
|
"""
|
|
Pytest configuration file with global mocks for external dependencies.
|
|
|
|
This module mocks the 'sientia' module to avoid requiring its installation
|
|
during unit tests. The mock is registered in sys.modules before any test
|
|
imports are executed.
|
|
"""
|
|
|
|
# Mock sientia module
|
|
sientia_mock = MagicMock()
|
|
sientia_mock.ModelAnalysis = MagicMock
|
|
sys.modules['sientia'] = sientia_mock
|
|
sys.modules['sientia.ModelAnalysis'] = MagicMock()
|