Code import - branch feature/SIENTIAPDE-1646
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174
tests/activities/test_mongo.py
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174
tests/activities/test_mongo.py
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from datetime import datetime
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from unittest.mock import ANY, MagicMock, Mock, patch
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from pytest import fixture
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from sientia_do.notifications.models import NotificationLevel
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from sientia_do.temporal.constants import DATETIME_FORMAT_MS_WITH_TZ
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from scouter.activities.mongodb import MongoDB
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@patch('scouter.activities.mongodb.MongoDBRepository')
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def test_mongodb___init__(mock_mongodb_repository):
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"""Test MongoDB __init__"""
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logger = MagicMock()
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notification_handler = MagicMock()
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metrics_controller = MagicMock()
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mongo = MongoDB(
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connection_string='mongodb://localhost:27017',
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database_name='test_db',
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logger=logger,
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notification_handler=notification_handler,
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metrics_controller=metrics_controller,
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)
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mock_mongodb_repository.assert_called_once_with(
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connection_string='mongodb://localhost:27017',
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database_name='test_db',
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logger=logger,
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notification_handler=notification_handler,
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metrics_controller=metrics_controller,
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)
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assert mongo.mongodb_repository is not None
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@fixture
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@patch('scouter.activities.mongodb.MongoDBRepository')
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def mongodb_activity(mock_mongodb_repository):
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"""Test MongoDB activity"""
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mongo = MongoDB(
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connection_string='mongodb://localhost:27017',
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database_name='test_db',
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logger=MagicMock(),
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notification_handler=MagicMock(),
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metrics_controller=MagicMock(),
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)
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return mongo
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@patch('scouter.activities.mongodb.SientiaMonitoring')
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def test_close(mock_sientia_monitoring, mongodb_activity):
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"""Test close"""
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mongodb_activity.close()
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mongodb_activity.mongodb_repository.close.assert_called_once()
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mock_sientia_monitoring.shutdown.assert_called_once()
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def test_del(mongodb_activity):
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mongodb_activity.close = MagicMock()
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mongodb_activity.__del__()
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mongodb_activity.close.assert_called_once()
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def test_load_latest_data_none_last_data_timestamp(mongodb_activity):
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"""Test load_latest_data"""
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mongodb_activity.mongodb_repository.find = Mock(
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return_value=[
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{
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'name': 'test1',
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'value': 1,
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'inserted_at': datetime.strptime(
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'2023-01-01 12:00:00.000000+0000', DATETIME_FORMAT_MS_WITH_TZ
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),
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}
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]
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)
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result = mongodb_activity.load_latest_data(
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{
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'metadata': {'workflow_name': 'test_pipeline', 'schedule_name': 'test_schedule'},
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'collection_name': 'test_collection',
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'last_data_timestamp': None,
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}
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)
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mongodb_activity.mongodb_repository.find.assert_called_once_with(
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collection_name='test_collection',
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filters={},
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metadata={'workflow_name': 'test_pipeline', 'schedule_name': 'test_schedule'},
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)
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assert result == [
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{
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'name': 'test1',
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'value': 1,
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'inserted_at': '2023-01-01 12:00:00.000000+0000',
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}
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]
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def test_load_latest_data_not_none_last_data_timestamp(mongodb_activity):
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"""Test load_latest_data"""
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mongodb_activity.mongodb_repository.find = Mock(
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return_value=[
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{
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'name': 'test1',
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'value': 1,
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'inserted_at': datetime.strptime(
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'2023-01-01 12:00:00.000000+0000', DATETIME_FORMAT_MS_WITH_TZ
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),
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}
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]
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)
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result = mongodb_activity.load_latest_data(
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{
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'metadata': {'workflow_name': 'test_pipeline', 'schedule_name': 'test_schedule'},
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'collection_name': 'test_collection',
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'last_data_timestamp': '2023-01-01 12:00:00.000000+0000',
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}
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)
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mongodb_activity.mongodb_repository.find.assert_called_once_with(
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collection_name='test_collection',
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filters={
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'inserted_at': {
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'$gt': datetime.strptime(
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'2023-01-01 12:00:00.000000+0000', DATETIME_FORMAT_MS_WITH_TZ
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)
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}
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},
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metadata={'workflow_name': 'test_pipeline', 'schedule_name': 'test_schedule'},
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)
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assert result == [
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{
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'name': 'test1',
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'value': 1,
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'inserted_at': '2023-01-01 12:00:00.000000+0000',
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}
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]
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def test_load_latest_data_error(mongodb_activity):
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"""Test load_latest_data"""
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mongodb_activity.mongodb_repository.find.side_effect = Exception('test')
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mongodb_activity.send_notification = MagicMock()
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try:
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mongodb_activity.load_latest_data(
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{
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'metadata': {'workflow_name': 'test_pipeline', 'schedule_name': 'test_schedule'},
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'collection_name': 'test_collection',
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'last_data_timestamp': '2023-01-01 12:00:00.000000+0000',
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}
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)
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except Exception as e:
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assert str(e) == 'test'
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mongodb_activity.send_notification.assert_called_once_with(
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metadata={'workflow_name': 'test_pipeline', 'schedule_name': 'test_schedule'},
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notification_id='MONGO_LOAD_ERROR',
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message='Error loading data from MongoDB: test',
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block='load_latest_data',
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level=NotificationLevel.ERROR,
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attachment_content=ANY,
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)
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