93d0849c80
This commit introduces the initial project structure, including: - .env.example: Example environment configuration. - .github/workflows/quality-gate.yml: CI workflow for quality checks. - .gitignore: Specifies intentionally untracked files that Git should ignore. - Makefile: Automation of tasks like docker builds. - README.md: Project documentation. - Source code for model management, activities, utils, worker and workflows. - Test suite. - Dockerfile for the simulator. - sonar-project.properties: SonarQube configuration file. - values.yaml: Helm chart values for deployment.
136 lines
3.9 KiB
Python
136 lines
3.9 KiB
Python
from pytest import mark
|
|
from unittest.mock import patch, MagicMock, ANY
|
|
from sientia_do.temporal.activities.postgres import Postgres
|
|
from laborious.activities.activities import Activities
|
|
from laborious.activities.mlflow import MLFlow
|
|
from laborious.activities.gates import Gates
|
|
from laborious.activities.opc import OPC
|
|
|
|
|
|
@patch('laborious.activities.activities.Postgres.__init__')
|
|
@patch('laborious.activities.activities.MLFlow.__init__')
|
|
@patch('laborious.activities.activities.OPC.__init__')
|
|
@patch('laborious.activities.activities.Gates.__init__')
|
|
def test___init__(mock_gates_init, mock_opc_init, mock_mlflow_init, mock_postgres_init):
|
|
|
|
postgres_config = {
|
|
'host': 'localhost',
|
|
'port': 5432,
|
|
'user': 'postgres',
|
|
'password': 'postgres',
|
|
'dbname': 'postgres',
|
|
'min_connections': 1,
|
|
'max_connections': 10
|
|
}
|
|
|
|
mlflow_config = {
|
|
'host': 'localhost',
|
|
'port': 5000,
|
|
'username': 'mlflow',
|
|
'password': 'mlflow'
|
|
}
|
|
|
|
opc_config = {
|
|
'bootstrap_servers': 'localhost:9092',
|
|
'polling_time': 1000,
|
|
'group_id': 'test-group'
|
|
}
|
|
|
|
logger = MagicMock()
|
|
notification_handler = MagicMock()
|
|
|
|
activities = Activities(
|
|
postgres_config=postgres_config,
|
|
mlflow_config=mlflow_config,
|
|
opc_config=opc_config,
|
|
logger=logger,
|
|
notification_handler=notification_handler
|
|
)
|
|
|
|
assert isinstance(activities, Activities)
|
|
assert isinstance(activities, Postgres)
|
|
assert isinstance(activities, MLFlow)
|
|
assert isinstance(activities, OPC)
|
|
assert isinstance(activities, Gates)
|
|
|
|
mock_postgres_init.assert_called_once_with(
|
|
ANY,
|
|
host=postgres_config['host'],
|
|
port=postgres_config['port'],
|
|
user=postgres_config['user'],
|
|
password=postgres_config['password'],
|
|
dbname=postgres_config['dbname'],
|
|
min_connections=postgres_config['min_connections'],
|
|
max_connections=postgres_config['max_connections'],
|
|
logger=logger,
|
|
notification_handler=notification_handler
|
|
)
|
|
|
|
mock_mlflow_init.assert_called_once_with(
|
|
ANY,
|
|
mlflow_host=mlflow_config['host'],
|
|
mlflow_port=mlflow_config['port'],
|
|
mlflow_username=mlflow_config['username'],
|
|
mlflow_password=mlflow_config['password'],
|
|
logger=logger,
|
|
notification_handler=notification_handler
|
|
)
|
|
|
|
mock_opc_init.assert_called_once_with(
|
|
ANY,
|
|
opc_servers=opc_config,
|
|
logger=logger,
|
|
notification_handler=notification_handler
|
|
)
|
|
|
|
mock_gates_init.assert_called_once_with(
|
|
ANY,
|
|
logger=logger,
|
|
notification_handler=notification_handler
|
|
)
|
|
|
|
|
|
@mark.asyncio
|
|
@patch('laborious.activities.activities.Postgres', return_value=MagicMock())
|
|
@patch('laborious.activities.activities.MLFlow', return_value=MagicMock())
|
|
@patch('laborious.activities.activities.OPC', return_value=MagicMock())
|
|
async def test_shutdown(mock_opc_init,
|
|
_mock_mlflow_init, mock_postgres_init):
|
|
postgres_config = {
|
|
'host': 'localhost',
|
|
'port': 5432,
|
|
'user': 'postgres',
|
|
'password': 'postgres',
|
|
'dbname': 'postgres',
|
|
'min_connections': 1,
|
|
'max_connections': 10
|
|
}
|
|
|
|
mlflow_config = {
|
|
'host': 'localhost',
|
|
'port': 5000,
|
|
'username': 'mlflow',
|
|
'password': 'mlflow'
|
|
}
|
|
|
|
opc_config = {
|
|
'bootstrap_servers': 'localhost:9092',
|
|
'polling_time': 1000,
|
|
'group_id': 'test-group'
|
|
}
|
|
|
|
logger = MagicMock()
|
|
notification_handler = MagicMock()
|
|
|
|
activities = Activities(
|
|
postgres_config=postgres_config,
|
|
mlflow_config=mlflow_config,
|
|
opc_config=opc_config,
|
|
logger=logger,
|
|
notification_handler=notification_handler
|
|
)
|
|
|
|
await activities.shutdown()
|
|
mock_opc_init.shutdown.assert_called_once()
|
|
mock_postgres_init.close.assert_called_once()
|