diff --git a/services/training/app/core/config.py b/services/training/app/core/config.py index 04411e16..10112851 100644 --- a/services/training/app/core/config.py +++ b/services/training/app/core/config.py @@ -61,5 +61,10 @@ class TrainingSettings(BaseServiceSettings): # Distributed Training (for future scaling) DISTRIBUTED_TRAINING_ENABLED: bool = os.getenv("DISTRIBUTED_TRAINING_ENABLED", "false").lower() == "true" TRAINING_WORKER_COUNT: int = int(os.getenv("TRAINING_WORKER_COUNT", "1")) + + PROPHET_DAILY_SEASONALITY: bool = True + PROPHET_WEEKLY_SEASONALITY: bool = True + PROPHET_YEARLY_SEASONALITY: bool = True + PROPHET_SEASONALITY_MODE: str = "additive" settings = TrainingSettings() \ No newline at end of file diff --git a/services/training/tests/conftest.py b/services/training/tests/conftest.py index b50da08f..8a0087de 100644 --- a/services/training/tests/conftest.py +++ b/services/training/tests/conftest.py @@ -18,6 +18,7 @@ from unittest.mock import Mock, AsyncMock, patch from typing import Dict, List, Any, Generator from pathlib import Path import logging +from app.models.training import ModelTrainingLog, TrainedModel # Configure pytest-asyncio pytestmark = pytest.mark.asyncio @@ -213,16 +214,14 @@ async def test_app(): from app.main import app return app - @pytest.fixture -async def test_client(test_app): - """Test client for API testing""" - from httpx import AsyncClient +def test_client(test_app): + """Create test client for API testing - SYNC VERSION""" + from httpx import Client - async with AsyncClient(app=test_app, base_url="http://test") as client: + with Client(app=test_app, base_url="http://test") as client: yield client - - + @pytest.fixture def auth_headers(): """Mock authentication headers""" @@ -452,7 +451,7 @@ def setup_test_environment(): yield - # Cleanup environment + # Cleanup environment - FIXED: removed (scope="session") test_vars = [ 'ENVIRONMENT', 'LOG_LEVEL', 'MODEL_STORAGE_PATH', 'MAX_TRAINING_TIME_MINUTES', 'MIN_TRAINING_DATA_DAYS', @@ -461,7 +460,8 @@ def setup_test_environment(): ] for var in test_vars: - os.environ.pop(var, None)(scope="session") + os.environ.pop(var, None) # FIXED: removed the erroneous (scope="session") + def event_loop(): """Create an instance of the default event loop for the test session.""" loop = asyncio.new_event_loop() @@ -514,41 +514,60 @@ def pytest_collection_modifyitems(config, items): # TEST DATABASE FIXTURES # ================================================================ -@pytest.fixture +@pytest_asyncio.fixture async def test_db_session(): - """Mock database session for testing""" - mock_session = AsyncMock() + """Create async test database session""" + from app.core.database import database_manager - # Mock common database operations - mock_session.add = Mock() - mock_session.commit = AsyncMock() - mock_session.rollback = AsyncMock() - mock_session.refresh = AsyncMock() - mock_session.close = AsyncMock() - mock_session.execute = AsyncMock() - mock_session.scalar = AsyncMock() - - return mock_session - + async with database_manager.async_session_local() as session: + yield session @pytest.fixture -def training_job_in_db(): - """Mock training job already in database""" - from app.models.training import ModelTrainingLog +def training_job_in_db(test_db_session): + """Create a training job in database for testing""" + from app.models.training import ModelTrainingLog # Add this import + from datetime import datetime job = ModelTrainingLog( - job_id="test_job_123", - tenant_id="test_tenant", + job_id="test-job-123", + tenant_id="test-tenant", status="running", progress=50, - current_step="Training model for Pan Integral", - config={"include_weather": True, "include_traffic": True}, - started_at=datetime.now(), - logs=["Started training", "Processing data"] + current_step="Training models", + start_time=datetime.now(), # Use start_time, not started_at + config={"include_weather": True}, + created_at=datetime.now(), + updated_at=datetime.now() ) - + test_db_session.add(job) + test_db_session.commit() + test_db_session.refresh(job) return job +@pytest.fixture +def trained_model_in_db(test_db_session): + """Create a trained model in database for testing""" + from app.models.training import TrainedModel # Add this import + from datetime import datetime + + model = TrainedModel( + model_id="test-model-123", + tenant_id="test-tenant", + product_name="Pan Integral", + model_type="prophet", + model_path="/tmp/test_model.pkl", + version=1, + training_samples=100, + features=["temperature", "humidity"], + hyperparameters={"seasonality_mode": "additive"}, + training_metrics={"mae": 2.5, "mse": 8.3}, + is_active=True, + created_at=datetime.now() + ) + test_db_session.add(model) + test_db_session.commit() + test_db_session.refresh(model) + return model # ================================================================ # SAMPLE DATA FIXTURES @@ -843,6 +862,24 @@ def mock_data_processor(): yield mock_instance +@pytest.fixture +def mock_data_service(): + """Mock data service for testing""" + from unittest.mock import Mock, AsyncMock + + mock_service = Mock() + mock_service.get_sales_data = AsyncMock(return_value=[ + {"date": "2024-01-01", "product_name": "Pan Integral", "quantity": 45}, + {"date": "2024-01-02", "product_name": "Pan Integral", "quantity": 38} + ]) + mock_service.get_weather_data = AsyncMock(return_value=[ + {"date": "2024-01-01", "temperature": 20.5, "humidity": 65} + ]) + mock_service.get_traffic_data = AsyncMock(return_value=[ + {"date": "2024-01-01", "traffic_index": 0.7} + ]) + + return mock_service @pytest.fixture def mock_prophet_manager(): diff --git a/services/training/tests/results/coverage_end_to_end.xml b/services/training/tests/results/coverage_end_to_end.xml deleted file mode 100644 index efc0fce2..00000000 --- a/services/training/tests/results/coverage_end_to_end.xml +++ /dev/null @@ -1,1670 +0,0 @@ - - - - - - /app/app - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/services/training/tests/results/coverage_integration.xml b/services/training/tests/results/coverage_integration.xml deleted file mode 100644 index 50459467..00000000 --- a/services/training/tests/results/coverage_integration.xml +++ /dev/null @@ -1,1670 +0,0 @@ - - - - - - /app/app - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/services/training/tests/results/coverage_performance.xml b/services/training/tests/results/coverage_performance.xml deleted file mode 100644 index 23f7bfff..00000000 --- a/services/training/tests/results/coverage_performance.xml +++ /dev/null @@ -1,1670 +0,0 @@ - - - - - - /app/app - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/services/training/tests/results/coverage_unit.xml b/services/training/tests/results/coverage_unit.xml deleted file mode 100644 index 75018877..00000000 --- a/services/training/tests/results/coverage_unit.xml +++ /dev/null @@ -1,1670 +0,0 @@ - - - - - - /app/app - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/services/training/tests/results/junit_end_to_end.xml b/services/training/tests/results/junit_end_to_end.xml deleted file mode 100644 index b9859adf..00000000 --- a/services/training/tests/results/junit_end_to_end.xml +++ /dev/null @@ -1,5 +0,0 @@ -tests/test_end_to_end.py:75: in real_bakery_data - temp = 15 + 12 * np.sin((date.timetuple().tm_yday / 365) * 2 * np.pi) -E UnboundLocalError: cannot access local variable 'np' where it is not associated with a valuetests/conftest.py:464: in setup_test_environment - os.environ.pop(var, None)(scope="session") -E TypeError: 'str' object is not callable \ No newline at end of file diff --git a/services/training/tests/results/junit_integration.xml b/services/training/tests/results/junit_integration.xml deleted file mode 100644 index f3741a14..00000000 --- a/services/training/tests/results/junit_integration.xml +++ /dev/null @@ -1 +0,0 @@ - \ No newline at end of file diff --git a/services/training/tests/results/junit_performance.xml b/services/training/tests/results/junit_performance.xml deleted file mode 100644 index 39f7291f..00000000 --- a/services/training/tests/results/junit_performance.xml +++ /dev/null @@ -1,8 +0,0 @@ -ImportError while importing test module '/app/tests/test_performance.py'. -Hint: make sure your test modules/packages have valid Python names. -Traceback: -/usr/local/lib/python3.11/importlib/__init__.py:126: in import_module - return _bootstrap._gcd_import(name[level:], package, level) -tests/test_performance.py:16: in <module> - import psutil -E ModuleNotFoundError: No module named 'psutil' \ No newline at end of file diff --git a/services/training/tests/results/junit_unit.xml b/services/training/tests/results/junit_unit.xml deleted file mode 100644 index 7e64b266..00000000 --- a/services/training/tests/results/junit_unit.xml +++ /dev/null @@ -1,649 +0,0 @@ -tests/test_api.py:20: in test_health_check - response = await test_client.get("/health") -E AttributeError: 'async_generator' object has no attribute 'get'tests/test_api.py:32: in test_readiness_check_ready - with patch('app.main.app.state.ready', True): -/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__ - original, local = self.get_original() -/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original - raise AttributeError( -E AttributeError: <starlette.datastructures.State object at 0xffff5ae06a10> does not have the attribute 'ready'tests/test_api.py:42: in test_readiness_check_not_ready - with patch('app.main.app.state.ready', False): -/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__ - original, local = self.get_original() -/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original - raise AttributeError( -E AttributeError: <starlette.datastructures.State object at 0xffff5ae06a10> does not have the attribute 'ready'tests/test_api.py:53: in test_liveness_check_healthy - response = await test_client.get("/health/live") -E AttributeError: 'async_generator' object has no attribute 'get'tests/test_api.py:63: in test_liveness_check_unhealthy - response = await test_client.get("/health/live") -E AttributeError: 'async_generator' object has no attribute 'get'tests/test_api.py:73: in test_metrics_endpoint - response = await test_client.get("/metrics") -E AttributeError: 'async_generator' object has no attribute 'get'tests/test_api.py:92: in test_root_endpoint - response = await test_client.get("/") -E AttributeError: 'async_generator' object has no attribute 'get'file /app/tests/test_api.py, line 104 - @pytest.mark.asyncio - async def test_start_training_job_success( - self, - test_client: AsyncClient, - mock_messaging, - mock_ml_trainer, - mock_data_service - ): - """Test starting a training job successfully""" - request_data = { - "include_weather": True, - "include_traffic": True, - "min_data_points": 30, - "seasonality_mode": "additive" - } - - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): - response = await test_client.post("/training/jobs", json=request_data) - - assert response.status_code == status.HTTP_200_OK - data = response.json() - - assert "job_id" in data - assert data["status"] == "started" - assert data["tenant_id"] == "test-tenant" - assert "estimated_duration_minutes" in data -E fixture 'mock_data_service' not found -> available fixtures: anyio_backend, anyio_backend_name, anyio_backend_options, api_test_scenarios, auth_headers, cache, capfd, capfdbinary, caplog, capsys, capsysbinary, class_mocker, cleanup_after_test, configure_test_logging, corrupted_sales_data, cov, data_quality_test_cases, doctest_namespace, error_scenarios, event_loop, failing_external_services, insufficient_sales_data, integration_test_dependencies, integration_test_setup, large_dataset_for_performance, load_test_configuration, memory_monitor, mock_aemet_client, mock_data_processor, mock_external_services, mock_job_scheduler, mock_madrid_client, mock_messaging, mock_ml_trainer, mock_model_storage, mock_notification_system, mock_prophet_manager, mocker, module_mocker, monkeypatch, no_cover, package_mocker, performance_benchmarks, pytestconfig, real_world_scenarios, record_property, record_testsuite_property, record_xml_attribute, recwarn, sample_bakery_sales_data, sample_model_metadata, sample_single_product_request, sample_traffic_data, sample_training_request, sample_weather_data, seasonal_product_data, session_mocker, setup_test_environment, spanish_holidays_2023, temp_model_storage, test_app, test_client, test_config, test_data_validator, test_db_session, test_metrics_collector, timing_monitor, tmp_path, tmp_path_factory, tmpdir, tmpdir_factory, training_job_in_db, training_progress_states, unused_tcp_port, unused_tcp_port_factory, unused_udp_port, unused_udp_port_factory -> use 'pytest --fixtures [testpath]' for help on them. - -/app/tests/test_api.py:104tests/test_api.py:139: in test_start_training_job_validation_error - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): -/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__ - original, local = self.get_original() -/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original - raise AttributeError( -E AttributeError: <module 'app.api.training' from '/app/app/api/training.py'> does not have the attribute 'get_current_tenant_id'tests/conftest.py:539: in training_job_in_db - job = ModelTrainingLog( -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance - with util.safe_reraise(): -/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__ - raise exc_value.with_traceback(exc_tb) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance - manager.original_init(*mixed[1:], **kwargs) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor - raise TypeError( -E TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLogtests/test_api.py:167: in test_get_training_status_nonexistent_job - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): -/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__ - original, local = self.get_original() -/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original - raise AttributeError( -E AttributeError: <module 'app.api.training' from '/app/app/api/training.py'> does not have the attribute 'get_current_tenant_id'tests/conftest.py:539: in training_job_in_db - job = ModelTrainingLog( -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance - with util.safe_reraise(): -/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__ - raise exc_value.with_traceback(exc_tb) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance - manager.original_init(*mixed[1:], **kwargs) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor - raise TypeError( -E TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLogtests/conftest.py:539: in training_job_in_db - job = ModelTrainingLog( -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance - with util.safe_reraise(): -/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__ - raise exc_value.with_traceback(exc_tb) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance - manager.original_init(*mixed[1:], **kwargs) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor - raise TypeError( -E TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLogtests/conftest.py:539: in training_job_in_db - job = ModelTrainingLog( -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance - with util.safe_reraise(): -/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__ - raise exc_value.with_traceback(exc_tb) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance - manager.original_init(*mixed[1:], **kwargs) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor - raise TypeError( -E TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLogtests/test_api.py:233: in test_cancel_nonexistent_job - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): -/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__ - original, local = self.get_original() -/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original - raise AttributeError( -E AttributeError: <module 'app.api.training' from '/app/app/api/training.py'> does not have the attribute 'get_current_tenant_id'tests/conftest.py:539: in training_job_in_db - job = ModelTrainingLog( -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance - with util.safe_reraise(): -/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__ - raise exc_value.with_traceback(exc_tb) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance - manager.original_init(*mixed[1:], **kwargs) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor - raise TypeError( -E TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLogfile /app/tests/test_api.py, line 257 - @pytest.mark.asyncio - async def test_validate_training_data_valid( - self, - test_client: AsyncClient, - mock_data_service - ): - """Test validating valid training data""" - request_data = { - "include_weather": True, - "include_traffic": True, - "min_data_points": 30 - } - - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): - response = await test_client.post("/training/validate", json=request_data) - - assert response.status_code == status.HTTP_200_OK - data = response.json() - - assert "is_valid" in data - assert "issues" in data - assert "recommendations" in data - assert "estimated_training_time" in data -E fixture 'mock_data_service' not found -> available fixtures: anyio_backend, anyio_backend_name, anyio_backend_options, api_test_scenarios, auth_headers, cache, capfd, capfdbinary, caplog, capsys, capsysbinary, class_mocker, cleanup_after_test, configure_test_logging, corrupted_sales_data, cov, data_quality_test_cases, doctest_namespace, error_scenarios, event_loop, failing_external_services, insufficient_sales_data, integration_test_dependencies, integration_test_setup, large_dataset_for_performance, load_test_configuration, memory_monitor, mock_aemet_client, mock_data_processor, mock_external_services, mock_job_scheduler, mock_madrid_client, mock_messaging, mock_ml_trainer, mock_model_storage, mock_notification_system, mock_prophet_manager, mocker, module_mocker, monkeypatch, no_cover, package_mocker, performance_benchmarks, pytestconfig, real_world_scenarios, record_property, record_testsuite_property, record_xml_attribute, recwarn, sample_bakery_sales_data, sample_model_metadata, sample_single_product_request, sample_traffic_data, sample_training_request, sample_weather_data, seasonal_product_data, session_mocker, setup_test_environment, spanish_holidays_2023, temp_model_storage, test_app, test_client, test_config, test_data_validator, test_db_session, test_metrics_collector, timing_monitor, tmp_path, tmp_path_factory, tmpdir, tmpdir_factory, training_job_in_db, training_progress_states, unused_tcp_port, unused_tcp_port_factory, unused_udp_port, unused_udp_port_factory -> use 'pytest --fixtures [testpath]' for help on them. - -/app/tests/test_api.py:257file /app/tests/test_api.py, line 285 - @pytest.mark.asyncio - async def test_train_single_product_success( - self, - test_client: AsyncClient, - mock_messaging, - mock_ml_trainer, - mock_data_service - ): - """Test training a single product successfully""" - product_name = "Pan Integral" - request_data = { - "include_weather": True, - "include_traffic": True, - "seasonality_mode": "additive" - } - - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): - response = await test_client.post( - f"/training/products/{product_name}", - json=request_data - ) - - assert response.status_code == status.HTTP_200_OK - data = response.json() - - assert "job_id" in data - assert data["status"] == "started" - assert data["tenant_id"] == "test-tenant" - assert f"training started for {product_name}" in data["message"].lower() -E fixture 'mock_data_service' not found -> available fixtures: anyio_backend, anyio_backend_name, anyio_backend_options, api_test_scenarios, auth_headers, cache, capfd, capfdbinary, caplog, capsys, capsysbinary, class_mocker, cleanup_after_test, configure_test_logging, corrupted_sales_data, cov, data_quality_test_cases, doctest_namespace, error_scenarios, event_loop, failing_external_services, insufficient_sales_data, integration_test_dependencies, integration_test_setup, large_dataset_for_performance, load_test_configuration, memory_monitor, mock_aemet_client, mock_data_processor, mock_external_services, mock_job_scheduler, mock_madrid_client, mock_messaging, mock_ml_trainer, mock_model_storage, mock_notification_system, mock_prophet_manager, mocker, module_mocker, monkeypatch, no_cover, package_mocker, performance_benchmarks, pytestconfig, real_world_scenarios, record_property, record_testsuite_property, record_xml_attribute, recwarn, sample_bakery_sales_data, sample_model_metadata, sample_single_product_request, sample_traffic_data, sample_training_request, sample_weather_data, seasonal_product_data, session_mocker, setup_test_environment, spanish_holidays_2023, temp_model_storage, test_app, test_client, test_config, test_data_validator, test_db_session, test_metrics_collector, timing_monitor, tmp_path, tmp_path_factory, tmpdir, tmpdir_factory, training_job_in_db, training_progress_states, unused_tcp_port, unused_tcp_port_factory, unused_udp_port, unused_udp_port_factory -> use 'pytest --fixtures [testpath]' for help on them. - -/app/tests/test_api.py:285tests/test_api.py:323: in test_train_single_product_validation_error - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): -/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__ - original, local = self.get_original() -/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original - raise AttributeError( -E AttributeError: <module 'app.api.training' from '/app/app/api/training.py'> does not have the attribute 'get_current_tenant_id'file /app/tests/test_api.py, line 331 - @pytest.mark.asyncio - async def test_train_single_product_special_characters( - self, - test_client: AsyncClient, - mock_messaging, - mock_ml_trainer, - mock_data_service - ): - """Test training product with special characters in name""" - product_name = "Pan Francés" # With accent - request_data = { - "include_weather": True, - "seasonality_mode": "additive" - } - - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): - response = await test_client.post( - f"/training/products/{product_name}", - json=request_data - ) - - assert response.status_code == status.HTTP_200_OK - data = response.json() - assert "job_id" in data -E fixture 'mock_data_service' not found -> available fixtures: anyio_backend, anyio_backend_name, anyio_backend_options, api_test_scenarios, auth_headers, cache, capfd, capfdbinary, caplog, capsys, capsysbinary, class_mocker, cleanup_after_test, configure_test_logging, corrupted_sales_data, cov, data_quality_test_cases, doctest_namespace, error_scenarios, event_loop, failing_external_services, insufficient_sales_data, integration_test_dependencies, integration_test_setup, large_dataset_for_performance, load_test_configuration, memory_monitor, mock_aemet_client, mock_data_processor, mock_external_services, mock_job_scheduler, mock_madrid_client, mock_messaging, mock_ml_trainer, mock_model_storage, mock_notification_system, mock_prophet_manager, mocker, module_mocker, monkeypatch, no_cover, package_mocker, performance_benchmarks, pytestconfig, real_world_scenarios, record_property, record_testsuite_property, record_xml_attribute, recwarn, sample_bakery_sales_data, sample_model_metadata, sample_single_product_request, sample_traffic_data, sample_training_request, sample_weather_data, seasonal_product_data, session_mocker, setup_test_environment, spanish_holidays_2023, temp_model_storage, test_app, test_client, test_config, test_data_validator, test_db_session, test_metrics_collector, timing_monitor, tmp_path, tmp_path_factory, tmpdir, tmpdir_factory, training_job_in_db, training_progress_states, unused_tcp_port, unused_tcp_port_factory, unused_udp_port, unused_udp_port_factory -> use 'pytest --fixtures [testpath]' for help on them. - -/app/tests/test_api.py:331file /app/tests/test_api.py, line 360 - @pytest.mark.asyncio - async def test_list_models( - self, - test_client: AsyncClient, - trained_model_in_db - ): - """Test listing trained models""" - with patch('app.api.models.get_current_tenant_id', return_value="test-tenant"): - response = await test_client.get("/models") - - # This endpoint might not exist yet, so we expect either 200 or 404 - assert response.status_code in [status.HTTP_200_OK, status.HTTP_404_NOT_FOUND] - - if response.status_code == status.HTTP_200_OK: - data = response.json() - assert isinstance(data, list) -E fixture 'trained_model_in_db' not found -> available fixtures: anyio_backend, anyio_backend_name, anyio_backend_options, api_test_scenarios, auth_headers, cache, capfd, capfdbinary, caplog, capsys, capsysbinary, class_mocker, cleanup_after_test, configure_test_logging, corrupted_sales_data, cov, data_quality_test_cases, doctest_namespace, error_scenarios, event_loop, failing_external_services, insufficient_sales_data, integration_test_dependencies, integration_test_setup, large_dataset_for_performance, load_test_configuration, memory_monitor, mock_aemet_client, mock_data_processor, mock_external_services, mock_job_scheduler, mock_madrid_client, mock_messaging, mock_ml_trainer, mock_model_storage, mock_notification_system, mock_prophet_manager, mocker, module_mocker, monkeypatch, no_cover, package_mocker, performance_benchmarks, pytestconfig, real_world_scenarios, record_property, record_testsuite_property, record_xml_attribute, recwarn, sample_bakery_sales_data, sample_model_metadata, sample_single_product_request, sample_traffic_data, sample_training_request, sample_weather_data, seasonal_product_data, session_mocker, setup_test_environment, spanish_holidays_2023, temp_model_storage, test_app, test_client, test_config, test_data_validator, test_db_session, test_metrics_collector, timing_monitor, tmp_path, tmp_path_factory, tmpdir, tmpdir_factory, training_job_in_db, training_progress_states, unused_tcp_port, unused_tcp_port_factory, unused_udp_port, unused_udp_port_factory -> use 'pytest --fixtures [testpath]' for help on them. - -/app/tests/test_api.py:360file /app/tests/test_api.py, line 377 - @pytest.mark.asyncio - async def test_get_model_details( - self, - test_client: AsyncClient, - trained_model_in_db - ): - """Test getting model details""" - model_id = trained_model_in_db.model_id - - with patch('app.api.models.get_current_tenant_id', return_value="test-tenant"): - response = await test_client.get(f"/models/{model_id}") - - # This endpoint might not exist yet - assert response.status_code in [ - status.HTTP_200_OK, - status.HTTP_404_NOT_FOUND, - status.HTTP_501_NOT_IMPLEMENTED - ] -E fixture 'trained_model_in_db' not found -> available fixtures: anyio_backend, anyio_backend_name, anyio_backend_options, api_test_scenarios, auth_headers, cache, capfd, capfdbinary, caplog, capsys, capsysbinary, class_mocker, cleanup_after_test, configure_test_logging, corrupted_sales_data, cov, data_quality_test_cases, doctest_namespace, error_scenarios, event_loop, failing_external_services, insufficient_sales_data, integration_test_dependencies, integration_test_setup, large_dataset_for_performance, load_test_configuration, memory_monitor, mock_aemet_client, mock_data_processor, mock_external_services, mock_job_scheduler, mock_madrid_client, mock_messaging, mock_ml_trainer, mock_model_storage, mock_notification_system, mock_prophet_manager, mocker, module_mocker, monkeypatch, no_cover, package_mocker, performance_benchmarks, pytestconfig, real_world_scenarios, record_property, record_testsuite_property, record_xml_attribute, recwarn, sample_bakery_sales_data, sample_model_metadata, sample_single_product_request, sample_traffic_data, sample_training_request, sample_weather_data, seasonal_product_data, session_mocker, setup_test_environment, spanish_holidays_2023, temp_model_storage, test_app, test_client, test_config, test_data_validator, test_db_session, test_metrics_collector, timing_monitor, tmp_path, tmp_path_factory, tmpdir, tmpdir_factory, training_job_in_db, training_progress_states, unused_tcp_port, unused_tcp_port_factory, unused_udp_port, unused_udp_port_factory -> use 'pytest --fixtures [testpath]' for help on them. - -/app/tests/test_api.py:377tests/test_api.py:412: in test_database_error_handling - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): -/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__ - original, local = self.get_original() -/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original - raise AttributeError( -E AttributeError: <module 'app.api.training' from '/app/app/api/training.py'> does not have the attribute 'get_current_tenant_id'tests/test_api.py:427: in test_missing_tenant_id - response = await test_client.post("/training/jobs", json=request_data) -E AttributeError: 'async_generator' object has no attribute 'post'tests/test_api.py:437: in test_invalid_job_id_format - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): -/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__ - original, local = self.get_original() -/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original - raise AttributeError( -E AttributeError: <module 'app.api.training' from '/app/app/api/training.py'> does not have the attribute 'get_current_tenant_id'file /app/tests/test_api.py, line 443 - @pytest.mark.asyncio - async def test_messaging_failure_handling( - self, - test_client: AsyncClient, - mock_data_service - ): - """Test handling when messaging fails""" - request_data = { - "include_weather": True, - "include_traffic": True, - "min_data_points": 30 - } - - with patch('app.services.messaging.publish_job_started', side_effect=Exception("Messaging failed")), \ - patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): - - response = await test_client.post("/training/jobs", json=request_data) - - # Should still succeed even if messaging fails - assert response.status_code == status.HTTP_200_OK - data = response.json() - assert "job_id" in data -E fixture 'mock_data_service' not found -> available fixtures: anyio_backend, anyio_backend_name, anyio_backend_options, api_test_scenarios, auth_headers, cache, capfd, capfdbinary, caplog, capsys, capsysbinary, class_mocker, cleanup_after_test, configure_test_logging, corrupted_sales_data, cov, data_quality_test_cases, doctest_namespace, error_scenarios, event_loop, failing_external_services, insufficient_sales_data, integration_test_dependencies, integration_test_setup, large_dataset_for_performance, load_test_configuration, memory_monitor, mock_aemet_client, mock_data_processor, mock_external_services, mock_job_scheduler, mock_madrid_client, mock_messaging, mock_ml_trainer, mock_model_storage, mock_notification_system, mock_prophet_manager, mocker, module_mocker, monkeypatch, no_cover, package_mocker, performance_benchmarks, pytestconfig, real_world_scenarios, record_property, record_testsuite_property, record_xml_attribute, recwarn, sample_bakery_sales_data, sample_model_metadata, sample_single_product_request, sample_traffic_data, sample_training_request, sample_weather_data, seasonal_product_data, session_mocker, setup_test_environment, spanish_holidays_2023, temp_model_storage, test_app, test_client, test_config, test_data_validator, test_db_session, test_metrics_collector, timing_monitor, tmp_path, tmp_path_factory, tmpdir, tmpdir_factory, training_job_in_db, training_progress_states, unused_tcp_port, unused_tcp_port_factory, unused_udp_port, unused_udp_port_factory -> use 'pytest --fixtures [testpath]' for help on them. - -/app/tests/test_api.py:443tests/test_api.py:469: in test_invalid_json_payload - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): -/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__ - original, local = self.get_original() -/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original - raise AttributeError( -E AttributeError: <module 'app.api.training' from '/app/app/api/training.py'> does not have the attribute 'get_current_tenant_id'tests/test_api.py:481: in test_unsupported_content_type - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): -/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__ - original, local = self.get_original() -/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original - raise AttributeError( -E AttributeError: <module 'app.api.training' from '/app/app/api/training.py'> does not have the attribute 'get_current_tenant_id'tests/test_api.py:512: in test_endpoints_require_auth - response = await test_client.post(endpoint, json={}) -E AttributeError: 'async_generator' object has no attribute 'post'tests/conftest.py:539: in training_job_in_db - job = ModelTrainingLog( -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance - with util.safe_reraise(): -/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__ - raise exc_value.with_traceback(exc_tb) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance - manager.original_init(*mixed[1:], **kwargs) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor - raise TypeError( -E TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLogtests/test_api.py:555: in test_training_request_validation - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): -/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__ - original, local = self.get_original() -/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original - raise AttributeError( -E AttributeError: <module 'app.api.training' from '/app/app/api/training.py'> does not have the attribute 'get_current_tenant_id'tests/test_api.py:591: in test_single_product_request_validation - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): -/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__ - original, local = self.get_original() -/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original - raise AttributeError( -E AttributeError: <module 'app.api.training' from '/app/app/api/training.py'> does not have the attribute 'get_current_tenant_id'tests/test_api.py:612: in test_query_parameter_validation - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): -/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__ - original, local = self.get_original() -/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original - raise AttributeError( -E AttributeError: <module 'app.api.training' from '/app/app/api/training.py'> does not have the attribute 'get_current_tenant_id'tests/test_api.py:643: in test_concurrent_requests - with patch('app.api.training.get_current_tenant_id', return_value=f"tenant-{i}"): -/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__ - original, local = self.get_original() -/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original - raise AttributeError( -E AttributeError: <module 'app.api.training' from '/app/app/api/training.py'> does not have the attribute 'get_current_tenant_id'tests/test_api.py:665: in test_large_payload_handling - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): -/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__ - original, local = self.get_original() -/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original - raise AttributeError( -E AttributeError: <module 'app.api.training' from '/app/app/api/training.py'> does not have the attribute 'get_current_tenant_id'tests/test_api.py:681: in test_rapid_successive_requests - response = await test_client.get("/health") -E AttributeError: 'async_generator' object has no attribute 'get'tests/test_ml.py:201: in test_prepare_training_data_insufficient_data - with pytest.raises(Exception): -E Failed: DID NOT RAISE <class 'Exception'>tests/test_ml.py:239: in test_train_bakery_model_success - result = await prophet_manager.train_bakery_model( -app/ml/prophet_manager.py:70: in train_bakery_model - model = self._create_prophet_model(regressor_columns) -app/ml/prophet_manager.py:238: in _create_prophet_model - daily_seasonality=settings.PROPHET_DAILY_SEASONALITY, -/usr/local/lib/python3.11/site-packages/pydantic/main.py:761: in __getattr__ - raise AttributeError(f'{type(self).__name__!r} object has no attribute {item!r}') -E AttributeError: 'TrainingSettings' object has no attribute 'PROPHET_DAILY_SEASONALITY'tests/test_ml.py:414: in test_train_single_product_success - result = await ml_trainer.train_single_product( -app/ml/trainer.py:149: in train_single_product - model_info = await self.prophet_manager.train_bakery_model( -app/ml/prophet_manager.py:61: in train_bakery_model - await self._validate_training_data(df, product_name) -app/ml/prophet_manager.py:158: in _validate_training_data - raise ValueError( -E ValueError: Insufficient training data for Pan Integral: 3 days, minimum required: 30tests/test_ml.py:438: in test_train_single_product_no_data - await ml_trainer.train_single_product( -app/ml/trainer.py:134: in train_single_product - product_sales = sales_df[sales_df['product_name'] == product_name].copy() -/usr/local/lib/python3.11/site-packages/pandas/core/frame.py:3893: in __getitem__ - indexer = self.columns.get_loc(key) -/usr/local/lib/python3.11/site-packages/pandas/core/indexes/range.py:418: in get_loc - raise KeyError(key) -E KeyError: 'product_name'/app/tests/test_ml.py:508: Requires actual Prophet dependencies for integration test/app/tests/test_ml.py:513: Requires actual dependencies for integration testapp/services/training_service.py:52: in create_training_job - db.add(training_log) -E AttributeError: 'coroutine' object has no attribute 'add' - -During handling of the above exception, another exception occurred: -tests/test_service.py:34: in test_create_training_job_success - result = await training_service.create_training_job( -app/services/training_service.py:61: in create_training_job - await db.rollback() -E AttributeError: 'coroutine' object has no attribute 'rollback'app/services/training_service.py:84: in create_single_product_job - db.add(training_log) -E AttributeError: 'coroutine' object has no attribute 'add' - -During handling of the above exception, another exception occurred: -tests/test_service.py:60: in test_create_single_product_job_success - result = await training_service.create_single_product_job( -app/services/training_service.py:93: in create_single_product_job - await db.rollback() -E AttributeError: 'coroutine' object has no attribute 'rollback'tests/conftest.py:539: in training_job_in_db - job = ModelTrainingLog( -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance - with util.safe_reraise(): -/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__ - raise exc_value.with_traceback(exc_tb) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance - manager.original_init(*mixed[1:], **kwargs) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor - raise TypeError( -E TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLogtests/conftest.py:539: in training_job_in_db - job = ModelTrainingLog( -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance - with util.safe_reraise(): -/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__ - raise exc_value.with_traceback(exc_tb) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance - manager.original_init(*mixed[1:], **kwargs) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor - raise TypeError( -E TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLogtests/conftest.py:539: in training_job_in_db - job = ModelTrainingLog( -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance - with util.safe_reraise(): -/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__ - raise exc_value.with_traceback(exc_tb) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance - manager.original_init(*mixed[1:], **kwargs) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor - raise TypeError( -E TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLogtests/conftest.py:539: in training_job_in_db - job = ModelTrainingLog( -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance - with util.safe_reraise(): -/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__ - raise exc_value.with_traceback(exc_tb) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance - manager.original_init(*mixed[1:], **kwargs) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor - raise TypeError( -E TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLogapp/services/training_service.py:270: in cancel_training_job - result = await db.execute( -E AttributeError: 'coroutine' object has no attribute 'execute' - -During handling of the above exception, another exception occurred: -tests/test_service.py:175: in test_cancel_nonexistent_job - result = await training_service.cancel_training_job( -app/services/training_service.py:297: in cancel_training_job - await db.rollback() -E AttributeError: 'coroutine' object has no attribute 'rollback'file /app/tests/test_service.py, line 183 - @pytest.mark.asyncio - async def test_validate_training_data_valid( - self, - training_service, - test_db_session, - mock_data_service - ): - """Test validation with valid data""" - config = {"min_data_points": 30} - - result = await training_service.validate_training_data( - db=test_db_session, - tenant_id="test-tenant", - config=config - ) - - assert isinstance(result, dict) - assert "is_valid" in result - assert "issues" in result - assert "recommendations" in result - assert "estimated_time_minutes" in result -E fixture 'mock_data_service' not found -> available fixtures: anyio_backend, anyio_backend_name, anyio_backend_options, api_test_scenarios, auth_headers, cache, capfd, capfdbinary, caplog, capsys, capsysbinary, class_mocker, cleanup_after_test, configure_test_logging, corrupted_sales_data, cov, data_quality_test_cases, doctest_namespace, error_scenarios, event_loop, failing_external_services, insufficient_sales_data, integration_test_dependencies, integration_test_setup, large_dataset_for_performance, load_test_configuration, memory_monitor, mock_aemet_client, mock_data_processor, mock_external_services, mock_job_scheduler, mock_madrid_client, mock_messaging, mock_ml_trainer, mock_model_storage, mock_notification_system, mock_prophet_manager, mocker, module_mocker, monkeypatch, no_cover, package_mocker, performance_benchmarks, pytestconfig, real_world_scenarios, record_property, record_testsuite_property, record_xml_attribute, recwarn, sample_bakery_sales_data, sample_model_metadata, sample_single_product_request, sample_traffic_data, sample_training_request, sample_weather_data, seasonal_product_data, session_mocker, setup_test_environment, spanish_holidays_2023, temp_model_storage, test_app, test_client, test_config, test_data_validator, test_db_session, test_metrics_collector, timing_monitor, tmp_path, tmp_path_factory, tmpdir, tmpdir_factory, training_job_in_db, training_progress_states, training_service, unused_tcp_port, unused_tcp_port_factory, unused_udp_port, unused_udp_port_factory -> use 'pytest --fixtures [testpath]' for help on them. - -/app/tests/test_service.py:183tests/test_service.py:221: in test_validate_training_data_no_data - assert result["is_valid"] is False -E assert True is Falsetests/conftest.py:539: in training_job_in_db - job = ModelTrainingLog( -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance - with util.safe_reraise(): -/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__ - raise exc_value.with_traceback(exc_tb) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance - manager.original_init(*mixed[1:], **kwargs) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor - raise TypeError( -E TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLogapp/services/training_service.py:572: in _store_trained_models - await db.execute( -E AttributeError: 'coroutine' object has no attribute 'execute' - -During handling of the above exception, another exception occurred: -tests/test_service.py:280: in test_store_trained_models - await training_service._store_trained_models( -app/services/training_service.py:592: in _store_trained_models - await db.rollback() -E AttributeError: 'coroutine' object has no attribute 'rollback'tests/conftest.py:539: in training_job_in_db - job = ModelTrainingLog( -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance - with util.safe_reraise(): -/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__ - raise exc_value.with_traceback(exc_tb) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance - manager.original_init(*mixed[1:], **kwargs) -/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor - raise TypeError( -E TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLogfile /app/tests/test_service.py, line 468 - @pytest.mark.asyncio - async def test_execute_training_job_success( - self, - training_service, - test_db_session, - mock_messaging, - mock_data_service - ): - """Test successful training job execution""" - # Create job first - job_id = "test-execution-job" - training_log = await training_service.create_training_job( - db=test_db_session, - tenant_id="test-tenant", - job_id=job_id, - config={"include_weather": True} - ) - - request = TrainingJobRequest( - include_weather=True, - include_traffic=True, - min_data_points=30 - ) - - with patch('app.services.training_service.TrainingService._fetch_sales_data') as mock_fetch_sales, \ - patch('app.services.training_service.TrainingService._fetch_weather_data') as mock_fetch_weather, \ - patch('app.services.training_service.TrainingService._fetch_traffic_data') as mock_fetch_traffic, \ - patch('app.services.training_service.TrainingService._store_trained_models') as mock_store: - - mock_fetch_sales.return_value = [{"date": "2024-01-01", "product_name": "Pan Integral", "quantity": 45}] - mock_fetch_weather.return_value = [] - mock_fetch_traffic.return_value = [] - mock_store.return_value = None - - await training_service.execute_training_job( - db=test_db_session, - job_id=job_id, - tenant_id="test-tenant", - request=request - ) - - # Verify job was completed - updated_job = await training_service.get_job_status( - db=test_db_session, - job_id=job_id, - tenant_id="test-tenant" - ) - - assert updated_job.status == "completed" - assert updated_job.progress == 100 -E fixture 'mock_data_service' not found -> available fixtures: anyio_backend, anyio_backend_name, anyio_backend_options, api_test_scenarios, auth_headers, cache, capfd, capfdbinary, caplog, capsys, capsysbinary, class_mocker, cleanup_after_test, configure_test_logging, corrupted_sales_data, cov, data_quality_test_cases, doctest_namespace, error_scenarios, event_loop, failing_external_services, insufficient_sales_data, integration_test_dependencies, integration_test_setup, large_dataset_for_performance, load_test_configuration, memory_monitor, mock_aemet_client, mock_data_processor, mock_external_services, mock_job_scheduler, mock_madrid_client, mock_messaging, mock_ml_trainer, mock_model_storage, mock_notification_system, mock_prophet_manager, mocker, module_mocker, monkeypatch, no_cover, package_mocker, performance_benchmarks, pytestconfig, real_world_scenarios, record_property, record_testsuite_property, record_xml_attribute, recwarn, sample_bakery_sales_data, sample_model_metadata, sample_single_product_request, sample_traffic_data, sample_training_request, sample_weather_data, seasonal_product_data, session_mocker, setup_test_environment, spanish_holidays_2023, temp_model_storage, test_app, test_client, test_config, test_data_validator, test_db_session, test_metrics_collector, timing_monitor, tmp_path, tmp_path_factory, tmpdir, tmpdir_factory, training_job_in_db, training_progress_states, training_service, unused_tcp_port, unused_tcp_port_factory, unused_udp_port, unused_udp_port_factory -> use 'pytest --fixtures [testpath]' for help on them. - -/app/tests/test_service.py:468app/services/training_service.py:52: in create_training_job - db.add(training_log) -E AttributeError: 'coroutine' object has no attribute 'add' - -During handling of the above exception, another exception occurred: -tests/test_service.py:529: in test_execute_training_job_failure - await training_service.create_training_job( -app/services/training_service.py:61: in create_training_job - await db.rollback() -E AttributeError: 'coroutine' object has no attribute 'rollback'file /app/tests/test_service.py, line 559 - @pytest.mark.asyncio - async def test_execute_single_product_training_success( - self, - training_service, - test_db_session, - mock_messaging, - mock_data_service - ): - """Test successful single product training execution""" - job_id = "test-single-product-job" - product_name = "Pan Integral" - - await training_service.create_single_product_job( - db=test_db_session, - tenant_id="test-tenant", - product_name=product_name, - job_id=job_id, - config={} - ) - - request = SingleProductTrainingRequest( - include_weather=True, - include_traffic=False - ) - - with patch('app.services.training_service.TrainingService._fetch_product_sales_data') as mock_fetch_sales, \ - patch('app.services.training_service.TrainingService._fetch_weather_data') as mock_fetch_weather, \ - patch('app.services.training_service.TrainingService._store_single_trained_model') as mock_store: - - mock_fetch_sales.return_value = [{"date": "2024-01-01", "product_name": product_name, "quantity": 45}] - mock_fetch_weather.return_value = [] - mock_store.return_value = None - - await training_service.execute_single_product_training( - db=test_db_session, - job_id=job_id, - tenant_id="test-tenant", - product_name=product_name, - request=request - ) - - # Verify job was completed - updated_job = await training_service.get_job_status( - db=test_db_session, - job_id=job_id, - tenant_id="test-tenant" - ) - - assert updated_job.status == "completed" - assert updated_job.progress == 100 -E fixture 'mock_data_service' not found -> available fixtures: anyio_backend, anyio_backend_name, anyio_backend_options, api_test_scenarios, auth_headers, cache, capfd, capfdbinary, caplog, capsys, capsysbinary, class_mocker, cleanup_after_test, configure_test_logging, corrupted_sales_data, cov, data_quality_test_cases, doctest_namespace, error_scenarios, event_loop, failing_external_services, insufficient_sales_data, integration_test_dependencies, integration_test_setup, large_dataset_for_performance, load_test_configuration, memory_monitor, mock_aemet_client, mock_data_processor, mock_external_services, mock_job_scheduler, mock_madrid_client, mock_messaging, mock_ml_trainer, mock_model_storage, mock_notification_system, mock_prophet_manager, mocker, module_mocker, monkeypatch, no_cover, package_mocker, performance_benchmarks, pytestconfig, real_world_scenarios, record_property, record_testsuite_property, record_xml_attribute, recwarn, sample_bakery_sales_data, sample_model_metadata, sample_single_product_request, sample_traffic_data, sample_training_request, sample_weather_data, seasonal_product_data, session_mocker, setup_test_environment, spanish_holidays_2023, temp_model_storage, test_app, test_client, test_config, test_data_validator, test_db_session, test_metrics_collector, timing_monitor, tmp_path, tmp_path_factory, tmpdir, tmpdir_factory, training_job_in_db, training_progress_states, training_service, unused_tcp_port, unused_tcp_port_factory, unused_udp_port, unused_udp_port_factory -> use 'pytest --fixtures [testpath]' for help on them. - -/app/tests/test_service.py:559app/services/training_service.py:52: in create_training_job - db.add(training_log) -E AttributeError: 'coroutine' object has no attribute 'add' - -During handling of the above exception, another exception occurred: -tests/test_service.py:660: in test_concurrent_job_creation - job = await training_service.create_training_job( -app/services/training_service.py:61: in create_training_job - await db.rollback() -E AttributeError: 'coroutine' object has no attribute 'rollback'app/services/training_service.py:52: in create_training_job - db.add(training_log) -E AttributeError: 'coroutine' object has no attribute 'add' - -During handling of the above exception, another exception occurred: -tests/test_service.py:681: in test_malformed_config_handling - job = await training_service.create_training_job( -app/services/training_service.py:61: in create_training_job - await db.rollback() -E AttributeError: 'coroutine' object has no attribute 'rollback'tests/conftest.py:464: in setup_test_environment - os.environ.pop(var, None)(scope="session") -E TypeError: 'str' object is not callable \ No newline at end of file diff --git a/services/training/tests/results/test_report.json b/services/training/tests/results/test_report.json index 9e1e8427..da82d90d 100644 --- a/services/training/tests/results/test_report.json +++ b/services/training/tests/results/test_report.json @@ -1,50 +1,50 @@ { "test_run_summary": { - "timestamp": "2025-07-25T11:22:46.885733", + "timestamp": "2025-07-25T12:08:36.927797", "total_suites": 4, "passed_suites": 0, "failed_suites": 4, "error_suites": 0, "timeout_suites": 0, "success_rate": 0.0, - "total_duration_seconds": 9.403800010681152 + "total_duration_seconds": 1.9828898906707764 }, "suite_results": { "unit": { "suite": "unit", "status": "failed", - "return_code": 1, - "duration": 6.222464323043823, - "stdout": "\n================================================================================\nTRAINING SERVICE TEST SESSION STARTING\n================================================================================\n============================= test session starts ==============================\nplatform linux -- Python 3.11.13, pytest-7.4.3, pluggy-1.6.0 -- /usr/local/bin/python\ncachedir: .pytest_cache\nrootdir: /app\nplugins: anyio-3.7.1, mock-3.12.0, asyncio-0.21.1, cov-4.1.0\nasyncio: mode=Mode.STRICT\ncollecting ... collected 83 items\n\ntests/test_api.py::TestTrainingAPI::test_health_check FAILED\ntests/test_api.py::TestTrainingAPI::test_readiness_check_ready 2025-07-25 11:22:39 [INFO] shared.monitoring.logging: Logging configured for training-service at level INFO\nFAILED\ntests/test_api.py::TestTrainingAPI::test_readiness_check_not_ready FAILED\ntests/test_api.py::TestTrainingAPI::test_liveness_check_healthy FAILED\ntests/test_api.py::TestTrainingAPI::test_liveness_check_unhealthy FAILED\ntests/test_api.py::TestTrainingAPI::test_metrics_endpoint FAILED\ntests/test_api.py::TestTrainingAPI::test_root_endpoint FAILED\ntests/test_api.py::TestTrainingJobsAPI::test_start_training_job_success ERROR\ntests/test_api.py::TestTrainingJobsAPI::test_start_training_job_validation_error FAILED\ntests/test_api.py::TestTrainingJobsAPI::test_get_training_status_existing_job ERROR\ntests/test_api.py::TestTrainingJobsAPI::test_get_training_status_nonexistent_job FAILED\ntests/test_api.py::TestTrainingJobsAPI::test_list_training_jobs ERROR\ntests/test_api.py::TestTrainingJobsAPI::test_list_training_jobs_with_status_filter ERROR\ntests/test_api.py::TestTrainingJobsAPI::test_cancel_training_job_success ERROR\ntests/test_api.py::TestTrainingJobsAPI::test_cancel_nonexistent_job FAILED\ntests/test_api.py::TestTrainingJobsAPI::test_get_training_logs ERROR\ntests/test_api.py::TestTrainingJobsAPI::test_validate_training_data_valid ERROR\ntests/test_api.py::TestSingleProductTrainingAPI::test_train_single_product_success ERROR\ntests/test_api.py::TestSingleProductTrainingAPI::test_train_single_product_validation_error FAILED\ntests/test_api.py::TestSingleProductTrainingAPI::test_train_single_product_special_characters ERROR\ntests/test_api.py::TestModelsAPI::test_list_models ERROR\ntests/test_api.py::TestModelsAPI::test_get_model_details ERROR\ntests/test_api.py::TestErrorHandling::test_database_error_handling FAILED\ntests/test_api.py::TestErrorHandling::test_missing_tenant_id FAILED\ntests/test_api.py::TestErrorHandling::test_invalid_job_id_format FAILED\ntests/test_api.py::TestErrorHandling::test_messaging_failure_handling ERROR\ntests/test_api.py::TestErrorHandling::test_invalid_json_payload FAILED\ntests/test_api.py::TestErrorHandling::test_unsupported_content_type FAILED\ntests/test_api.py::TestAuthenticationIntegration::test_endpoints_require_auth FAILED\ntests/test_api.py::TestAuthenticationIntegration::test_tenant_isolation_in_api ERROR\ntests/test_api.py::TestAPIValidation::test_training_request_validation FAILED\ntests/test_api.py::TestAPIValidation::test_single_product_request_validation FAILED\ntests/test_api.py::TestAPIValidation::test_query_parameter_validation FAILED\ntests/test_api.py::TestAPIPerformance::test_concurrent_requests FAILED\ntests/test_api.py::TestAPIPerformance::test_large_payload_handling FAILED\ntests/test_api.py::TestAPIPerformance::test_rapid_successive_requests FAILED\ntests/test_ml.py::TestBakeryDataProcessor::test_prepare_training_data_basic PASSED\ntests/test_ml.py::TestBakeryDataProcessor::test_prepare_training_data_empty_weather PASSED\ntests/test_ml.py::TestBakeryDataProcessor::test_prepare_prediction_features PASSED\ntests/test_ml.py::TestBakeryDataProcessor::test_add_temporal_features PASSED\ntests/test_ml.py::TestBakeryDataProcessor::test_spanish_holiday_detection PASSED\ntests/test_ml.py::TestBakeryDataProcessor::test_prepare_training_data_insufficient_data FAILED\ntests/test_ml.py::TestBakeryProphetManager::test_train_bakery_model_success FAILED\ntests/test_ml.py::TestBakeryProphetManager::test_validate_training_data_valid PASSED\ntests/test_ml.py::TestBakeryProphetManager::test_validate_training_data_insufficient PASSED\ntests/test_ml.py::TestBakeryProphetManager::test_validate_training_data_missing_columns PASSED\ntests/test_ml.py::TestBakeryProphetManager::test_get_spanish_holidays PASSED\ntests/test_ml.py::TestBakeryProphetManager::test_extract_regressor_columns PASSED\ntests/test_ml.py::TestBakeryProphetManager::test_generate_forecast PASSED\ntests/test_ml.py::TestBakeryMLTrainer::test_train_tenant_models_success PASSED\ntests/test_ml.py::TestBakeryMLTrainer::test_train_single_product_success FAILED\ntests/test_ml.py::TestBakeryMLTrainer::test_train_single_product_no_data FAILED\ntests/test_ml.py::TestBakeryMLTrainer::test_validate_input_data_valid PASSED\ntests/test_ml.py::TestBakeryMLTrainer::test_validate_input_data_empty PASSED\ntests/test_ml.py::TestBakeryMLTrainer::test_validate_input_data_missing_columns PASSED\ntests/test_ml.py::TestBakeryMLTrainer::test_calculate_training_summary PASSED\ntests/test_ml.py::TestIntegrationML::test_end_to_end_training_flow SKIPPED\ntests/test_ml.py::TestIntegrationML::test_data_pipeline_integration SKIPPED\ntests/test_service.py::TestTrainingService::test_create_training_job_success FAILED\ntests/test_service.py::TestTrainingService::test_create_single_product_job_success FAILED\ntests/test_service.py::TestTrainingService::test_get_job_status_existing ERROR\ntests/test_service.py::TestTrainingService::test_get_job_status_nonexistent PASSED\ntests/test_service.py::TestTrainingService::test_list_training_jobs ERROR\ntests/test_service.py::TestTrainingService::test_list_training_jobs_with_filter ERROR\ntests/test_service.py::TestTrainingService::test_cancel_training_job_success ERROR\ntests/test_service.py::TestTrainingService::test_cancel_nonexistent_job FAILED\ntests/test_service.py::TestTrainingService::test_validate_training_data_valid ERROR\ntests/test_service.py::TestTrainingService::test_validate_training_data_no_data FAILED\ntests/test_service.py::TestTrainingService::test_update_job_status ERROR\ntests/test_service.py::TestTrainingService::test_store_trained_models FAILED\ntests/test_service.py::TestTrainingService::test_get_training_logs ERROR\ntests/test_service.py::TestTrainingServiceDataFetching::test_fetch_sales_data_success PASSED\ntests/test_service.py::TestTrainingServiceDataFetching::test_fetch_sales_data_error PASSED\ntests/test_service.py::TestTrainingServiceDataFetching::test_fetch_weather_data_success PASSED\ntests/test_service.py::TestTrainingServiceDataFetching::test_fetch_traffic_data_success PASSED\ntests/test_service.py::TestTrainingServiceDataFetching::test_fetch_data_with_date_filters PASSED\ntests/test_service.py::TestTrainingServiceExecution::test_execute_training_job_success ERROR\ntests/test_service.py::TestTrainingServiceExecution::test_execute_training_job_failure FAILED\ntests/test_service.py::TestTrainingServiceExecution::test_execute_single_product_training_success ERROR\ntests/test_service.py::TestTrainingServiceEdgeCases::test_database_connection_failure PASSED\ntests/test_service.py::TestTrainingServiceEdgeCases::test_external_service_timeout PASSED\ntests/test_service.py::TestTrainingServiceEdgeCases::test_concurrent_job_creation FAILED\ntests/test_service.py::TestTrainingServiceEdgeCases::test_malformed_config_handling FAILED\ntests/test_service.py::TestTrainingServiceEdgeCases::test_malformed_config_handling ERROR\n================================================================================\nTRAINING SERVICE TEST SESSION FINISHED\nExit Status: 1\n================================================================================\n\n\n==================================== ERRORS ====================================\n____ ERROR at setup of TestTrainingJobsAPI.test_start_training_job_success _____\nfile /app/tests/test_api.py, line 104\n @pytest.mark.asyncio\n async def test_start_training_job_success(\n self,\n test_client: AsyncClient,\n mock_messaging,\n mock_ml_trainer,\n mock_data_service\n ):\n \"\"\"Test starting a training job successfully\"\"\"\n request_data = {\n \"include_weather\": True,\n \"include_traffic\": True,\n \"min_data_points\": 30,\n \"seasonality_mode\": \"additive\"\n }\n\n with patch('app.api.training.get_current_tenant_id', return_value=\"test-tenant\"):\n response = await test_client.post(\"/training/jobs\", json=request_data)\n\n assert response.status_code == status.HTTP_200_OK\n data = response.json()\n\n assert \"job_id\" in data\n assert data[\"status\"] == \"started\"\n assert data[\"tenant_id\"] == \"test-tenant\"\n assert \"estimated_duration_minutes\" in data\nE fixture 'mock_data_service' not found\n> available fixtures: anyio_backend, anyio_backend_name, anyio_backend_options, api_test_scenarios, auth_headers, cache, capfd, capfdbinary, caplog, capsys, capsysbinary, class_mocker, cleanup_after_test, configure_test_logging, corrupted_sales_data, cov, data_quality_test_cases, doctest_namespace, error_scenarios, event_loop, failing_external_services, insufficient_sales_data, integration_test_dependencies, integration_test_setup, large_dataset_for_performance, load_test_configuration, memory_monitor, mock_aemet_client, mock_data_processor, mock_external_services, mock_job_scheduler, mock_madrid_client, mock_messaging, mock_ml_trainer, mock_model_storage, mock_notification_system, mock_prophet_manager, mocker, module_mocker, monkeypatch, no_cover, package_mocker, performance_benchmarks, pytestconfig, real_world_scenarios, record_property, record_testsuite_property, record_xml_attribute, recwarn, sample_bakery_sales_data, sample_model_metadata, sample_single_product_request, sample_traffic_data, sample_training_request, sample_weather_data, seasonal_product_data, session_mocker, setup_test_environment, spanish_holidays_2023, temp_model_storage, test_app, test_client, test_config, test_data_validator, test_db_session, test_metrics_collector, timing_monitor, tmp_path, tmp_path_factory, tmpdir, tmpdir_factory, training_job_in_db, training_progress_states, unused_tcp_port, unused_tcp_port_factory, unused_udp_port, unused_udp_port_factory\n> use 'pytest --fixtures [testpath]' for help on them.\n\n/app/tests/test_api.py:104\n_ ERROR at setup of TestTrainingJobsAPI.test_get_training_status_existing_job __\ntests/conftest.py:539: in training_job_in_db\n job = ModelTrainingLog(\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance\n with util.safe_reraise():\n/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__\n raise exc_value.with_traceback(exc_tb)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance\n manager.original_init(*mixed[1:], **kwargs)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor\n raise TypeError(\nE TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLog\n________ ERROR at setup of TestTrainingJobsAPI.test_list_training_jobs _________\ntests/conftest.py:539: in training_job_in_db\n job = ModelTrainingLog(\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance\n with util.safe_reraise():\n/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__\n raise exc_value.with_traceback(exc_tb)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance\n manager.original_init(*mixed[1:], **kwargs)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor\n raise TypeError(\nE TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLog\n_ ERROR at setup of TestTrainingJobsAPI.test_list_training_jobs_with_status_filter _\ntests/conftest.py:539: in training_job_in_db\n job = ModelTrainingLog(\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance\n with util.safe_reraise():\n/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__\n raise exc_value.with_traceback(exc_tb)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance\n manager.original_init(*mixed[1:], **kwargs)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor\n raise TypeError(\nE TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLog\n____ ERROR at setup of TestTrainingJobsAPI.test_cancel_training_job_success ____\ntests/conftest.py:539: in training_job_in_db\n job = ModelTrainingLog(\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance\n with util.safe_reraise():\n/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__\n raise exc_value.with_traceback(exc_tb)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance\n manager.original_init(*mixed[1:], **kwargs)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor\n raise TypeError(\nE TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLog\n_________ ERROR at setup of TestTrainingJobsAPI.test_get_training_logs _________\ntests/conftest.py:539: in training_job_in_db\n job = ModelTrainingLog(\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance\n with util.safe_reraise():\n/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__\n raise exc_value.with_traceback(exc_tb)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance\n manager.original_init(*mixed[1:], **kwargs)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor\n raise TypeError(\nE TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLog\n___ ERROR at setup of TestTrainingJobsAPI.test_validate_training_data_valid ____\nfile /app/tests/test_api.py, line 257\n @pytest.mark.asyncio\n async def test_validate_training_data_valid(\n self,\n test_client: AsyncClient,\n mock_data_service\n ):\n \"\"\"Test validating valid training data\"\"\"\n request_data = {\n \"include_weather\": True,\n \"include_traffic\": True,\n \"min_data_points\": 30\n }\n\n with patch('app.api.training.get_current_tenant_id', return_value=\"test-tenant\"):\n response = await test_client.post(\"/training/validate\", json=request_data)\n\n assert response.status_code == status.HTTP_200_OK\n data = response.json()\n\n assert \"is_valid\" in data\n assert \"issues\" in data\n assert \"recommendations\" in data\n assert \"estimated_training_time\" in data\nE fixture 'mock_data_service' not found\n> available fixtures: anyio_backend, anyio_backend_name, anyio_backend_options, api_test_scenarios, auth_headers, cache, capfd, capfdbinary, caplog, capsys, capsysbinary, class_mocker, cleanup_after_test, configure_test_logging, corrupted_sales_data, cov, data_quality_test_cases, doctest_namespace, error_scenarios, event_loop, failing_external_services, insufficient_sales_data, integration_test_dependencies, integration_test_setup, large_dataset_for_performance, load_test_configuration, memory_monitor, mock_aemet_client, mock_data_processor, mock_external_services, mock_job_scheduler, mock_madrid_client, mock_messaging, mock_ml_trainer, mock_model_storage, mock_notification_system, mock_prophet_manager, mocker, module_mocker, monkeypatch, no_cover, package_mocker, performance_benchmarks, pytestconfig, real_world_scenarios, record_property, record_testsuite_property, record_xml_attribute, recwarn, sample_bakery_sales_data, sample_model_metadata, sample_single_product_request, sample_traffic_data, sample_training_request, sample_weather_data, seasonal_product_data, session_mocker, setup_test_environment, spanish_holidays_2023, temp_model_storage, test_app, test_client, test_config, test_data_validator, test_db_session, test_metrics_collector, timing_monitor, tmp_path, tmp_path_factory, tmpdir, tmpdir_factory, training_job_in_db, training_progress_states, unused_tcp_port, unused_tcp_port_factory, unused_udp_port, unused_udp_port_factory\n> use 'pytest --fixtures [testpath]' for help on them.\n\n/app/tests/test_api.py:257\n_ ERROR at setup of TestSingleProductTrainingAPI.test_train_single_product_success _\nfile /app/tests/test_api.py, line 285\n @pytest.mark.asyncio\n async def test_train_single_product_success(\n self,\n test_client: AsyncClient,\n mock_messaging,\n mock_ml_trainer,\n mock_data_service\n ):\n \"\"\"Test training a single product successfully\"\"\"\n product_name = \"Pan Integral\"\n request_data = {\n \"include_weather\": True,\n \"include_traffic\": True,\n \"seasonality_mode\": \"additive\"\n }\n\n with patch('app.api.training.get_current_tenant_id', return_value=\"test-tenant\"):\n response = await test_client.post(\n f\"/training/products/{product_name}\",\n json=request_data\n )\n\n assert response.status_code == status.HTTP_200_OK\n data = response.json()\n\n assert \"job_id\" in data\n assert data[\"status\"] == \"started\"\n assert data[\"tenant_id\"] == \"test-tenant\"\n assert f\"training started for {product_name}\" in data[\"message\"].lower()\nE fixture 'mock_data_service' not found\n> available fixtures: anyio_backend, anyio_backend_name, anyio_backend_options, api_test_scenarios, auth_headers, cache, capfd, capfdbinary, caplog, capsys, capsysbinary, class_mocker, cleanup_after_test, configure_test_logging, corrupted_sales_data, cov, data_quality_test_cases, doctest_namespace, error_scenarios, event_loop, failing_external_services, insufficient_sales_data, integration_test_dependencies, integration_test_setup, large_dataset_for_performance, load_test_configuration, memory_monitor, mock_aemet_client, mock_data_processor, mock_external_services, mock_job_scheduler, mock_madrid_client, mock_messaging, mock_ml_trainer, mock_model_storage, mock_notification_system, mock_prophet_manager, mocker, module_mocker, monkeypatch, no_cover, package_mocker, performance_benchmarks, pytestconfig, real_world_scenarios, record_property, record_testsuite_property, record_xml_attribute, recwarn, sample_bakery_sales_data, sample_model_metadata, sample_single_product_request, sample_traffic_data, sample_training_request, sample_weather_data, seasonal_product_data, session_mocker, setup_test_environment, spanish_holidays_2023, temp_model_storage, test_app, test_client, test_config, test_data_validator, test_db_session, test_metrics_collector, timing_monitor, tmp_path, tmp_path_factory, tmpdir, tmpdir_factory, training_job_in_db, training_progress_states, unused_tcp_port, unused_tcp_port_factory, unused_udp_port, unused_udp_port_factory\n> use 'pytest --fixtures [testpath]' for help on them.\n\n/app/tests/test_api.py:285\n_ ERROR at setup of TestSingleProductTrainingAPI.test_train_single_product_special_characters _\nfile /app/tests/test_api.py, line 331\n @pytest.mark.asyncio\n async def test_train_single_product_special_characters(\n self,\n test_client: AsyncClient,\n mock_messaging,\n mock_ml_trainer,\n mock_data_service\n ):\n \"\"\"Test training product with special characters in name\"\"\"\n product_name = \"Pan Franc\u00e9s\" # With accent\n request_data = {\n \"include_weather\": True,\n \"seasonality_mode\": \"additive\"\n }\n\n with patch('app.api.training.get_current_tenant_id', return_value=\"test-tenant\"):\n response = await test_client.post(\n f\"/training/products/{product_name}\",\n json=request_data\n )\n\n assert response.status_code == status.HTTP_200_OK\n data = response.json()\n assert \"job_id\" in data\nE fixture 'mock_data_service' not found\n> available fixtures: anyio_backend, anyio_backend_name, anyio_backend_options, api_test_scenarios, auth_headers, cache, capfd, capfdbinary, caplog, capsys, capsysbinary, class_mocker, cleanup_after_test, configure_test_logging, corrupted_sales_data, cov, data_quality_test_cases, doctest_namespace, error_scenarios, event_loop, failing_external_services, insufficient_sales_data, integration_test_dependencies, integration_test_setup, large_dataset_for_performance, load_test_configuration, memory_monitor, mock_aemet_client, mock_data_processor, mock_external_services, mock_job_scheduler, mock_madrid_client, mock_messaging, mock_ml_trainer, mock_model_storage, mock_notification_system, mock_prophet_manager, mocker, module_mocker, monkeypatch, no_cover, package_mocker, performance_benchmarks, pytestconfig, real_world_scenarios, record_property, record_testsuite_property, record_xml_attribute, recwarn, sample_bakery_sales_data, sample_model_metadata, sample_single_product_request, sample_traffic_data, sample_training_request, sample_weather_data, seasonal_product_data, session_mocker, setup_test_environment, spanish_holidays_2023, temp_model_storage, test_app, test_client, test_config, test_data_validator, test_db_session, test_metrics_collector, timing_monitor, tmp_path, tmp_path_factory, tmpdir, tmpdir_factory, training_job_in_db, training_progress_states, unused_tcp_port, unused_tcp_port_factory, unused_udp_port, unused_udp_port_factory\n> use 'pytest --fixtures [testpath]' for help on them.\n\n/app/tests/test_api.py:331\n_______________ ERROR at setup of TestModelsAPI.test_list_models _______________\nfile /app/tests/test_api.py, line 360\n @pytest.mark.asyncio\n async def test_list_models(\n self,\n test_client: AsyncClient,\n trained_model_in_db\n ):\n \"\"\"Test listing trained models\"\"\"\n with patch('app.api.models.get_current_tenant_id', return_value=\"test-tenant\"):\n response = await test_client.get(\"/models\")\n\n # This endpoint might not exist yet, so we expect either 200 or 404\n assert response.status_code in [status.HTTP_200_OK, status.HTTP_404_NOT_FOUND]\n\n if response.status_code == status.HTTP_200_OK:\n data = response.json()\n assert isinstance(data, list)\nE fixture 'trained_model_in_db' not found\n> available fixtures: anyio_backend, anyio_backend_name, anyio_backend_options, api_test_scenarios, auth_headers, cache, capfd, capfdbinary, caplog, capsys, capsysbinary, class_mocker, cleanup_after_test, configure_test_logging, corrupted_sales_data, cov, data_quality_test_cases, doctest_namespace, error_scenarios, event_loop, failing_external_services, insufficient_sales_data, integration_test_dependencies, integration_test_setup, large_dataset_for_performance, load_test_configuration, memory_monitor, mock_aemet_client, mock_data_processor, mock_external_services, mock_job_scheduler, mock_madrid_client, mock_messaging, mock_ml_trainer, mock_model_storage, mock_notification_system, mock_prophet_manager, mocker, module_mocker, monkeypatch, no_cover, package_mocker, performance_benchmarks, pytestconfig, real_world_scenarios, record_property, record_testsuite_property, record_xml_attribute, recwarn, sample_bakery_sales_data, sample_model_metadata, sample_single_product_request, sample_traffic_data, sample_training_request, sample_weather_data, seasonal_product_data, session_mocker, setup_test_environment, spanish_holidays_2023, temp_model_storage, test_app, test_client, test_config, test_data_validator, test_db_session, test_metrics_collector, timing_monitor, tmp_path, tmp_path_factory, tmpdir, tmpdir_factory, training_job_in_db, training_progress_states, unused_tcp_port, unused_tcp_port_factory, unused_udp_port, unused_udp_port_factory\n> use 'pytest --fixtures [testpath]' for help on them.\n\n/app/tests/test_api.py:360\n____________ ERROR at setup of TestModelsAPI.test_get_model_details ____________\nfile /app/tests/test_api.py, line 377\n @pytest.mark.asyncio\n async def test_get_model_details(\n self,\n test_client: AsyncClient,\n trained_model_in_db\n ):\n \"\"\"Test getting model details\"\"\"\n model_id = trained_model_in_db.model_id\n\n with patch('app.api.models.get_current_tenant_id', return_value=\"test-tenant\"):\n response = await test_client.get(f\"/models/{model_id}\")\n\n # This endpoint might not exist yet\n assert response.status_code in [\n status.HTTP_200_OK,\n status.HTTP_404_NOT_FOUND,\n status.HTTP_501_NOT_IMPLEMENTED\n ]\nE fixture 'trained_model_in_db' not found\n> available fixtures: anyio_backend, anyio_backend_name, anyio_backend_options, api_test_scenarios, auth_headers, cache, capfd, capfdbinary, caplog, capsys, capsysbinary, class_mocker, cleanup_after_test, configure_test_logging, corrupted_sales_data, cov, data_quality_test_cases, doctest_namespace, error_scenarios, event_loop, failing_external_services, insufficient_sales_data, integration_test_dependencies, integration_test_setup, large_dataset_for_performance, load_test_configuration, memory_monitor, mock_aemet_client, mock_data_processor, mock_external_services, mock_job_scheduler, mock_madrid_client, mock_messaging, mock_ml_trainer, mock_model_storage, mock_notification_system, mock_prophet_manager, mocker, module_mocker, monkeypatch, no_cover, package_mocker, performance_benchmarks, pytestconfig, real_world_scenarios, record_property, record_testsuite_property, record_xml_attribute, recwarn, sample_bakery_sales_data, sample_model_metadata, sample_single_product_request, sample_traffic_data, sample_training_request, sample_weather_data, seasonal_product_data, session_mocker, setup_test_environment, spanish_holidays_2023, temp_model_storage, test_app, test_client, test_config, test_data_validator, test_db_session, test_metrics_collector, timing_monitor, tmp_path, tmp_path_factory, tmpdir, tmpdir_factory, training_job_in_db, training_progress_states, unused_tcp_port, unused_tcp_port_factory, unused_udp_port, unused_udp_port_factory\n> use 'pytest --fixtures [testpath]' for help on them.\n\n/app/tests/test_api.py:377\n_____ ERROR at setup of TestErrorHandling.test_messaging_failure_handling ______\nfile /app/tests/test_api.py, line 443\n @pytest.mark.asyncio\n async def test_messaging_failure_handling(\n self,\n test_client: AsyncClient,\n mock_data_service\n ):\n \"\"\"Test handling when messaging fails\"\"\"\n request_data = {\n \"include_weather\": True,\n \"include_traffic\": True,\n \"min_data_points\": 30\n }\n\n with patch('app.services.messaging.publish_job_started', side_effect=Exception(\"Messaging failed\")), \\\n patch('app.api.training.get_current_tenant_id', return_value=\"test-tenant\"):\n\n response = await test_client.post(\"/training/jobs\", json=request_data)\n\n # Should still succeed even if messaging fails\n assert response.status_code == status.HTTP_200_OK\n data = response.json()\n assert \"job_id\" in data\nE fixture 'mock_data_service' not found\n> available fixtures: anyio_backend, anyio_backend_name, anyio_backend_options, api_test_scenarios, auth_headers, cache, capfd, capfdbinary, caplog, capsys, capsysbinary, class_mocker, cleanup_after_test, configure_test_logging, corrupted_sales_data, cov, data_quality_test_cases, doctest_namespace, error_scenarios, event_loop, failing_external_services, insufficient_sales_data, integration_test_dependencies, integration_test_setup, large_dataset_for_performance, load_test_configuration, memory_monitor, mock_aemet_client, mock_data_processor, mock_external_services, mock_job_scheduler, mock_madrid_client, mock_messaging, mock_ml_trainer, mock_model_storage, mock_notification_system, mock_prophet_manager, mocker, module_mocker, monkeypatch, no_cover, package_mocker, performance_benchmarks, pytestconfig, real_world_scenarios, record_property, record_testsuite_property, record_xml_attribute, recwarn, sample_bakery_sales_data, sample_model_metadata, sample_single_product_request, sample_traffic_data, sample_training_request, sample_weather_data, seasonal_product_data, session_mocker, setup_test_environment, spanish_holidays_2023, temp_model_storage, test_app, test_client, test_config, test_data_validator, test_db_session, test_metrics_collector, timing_monitor, tmp_path, tmp_path_factory, tmpdir, tmpdir_factory, training_job_in_db, training_progress_states, unused_tcp_port, unused_tcp_port_factory, unused_udp_port, unused_udp_port_factory\n> use 'pytest --fixtures [testpath]' for help on them.\n\n/app/tests/test_api.py:443\n_ ERROR at setup of TestAuthenticationIntegration.test_tenant_isolation_in_api _\ntests/conftest.py:539: in training_job_in_db\n job = ModelTrainingLog(\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance\n with util.safe_reraise():\n/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__\n raise exc_value.with_traceback(exc_tb)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance\n manager.original_init(*mixed[1:], **kwargs)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor\n raise TypeError(\nE TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLog\n______ ERROR at setup of TestTrainingService.test_get_job_status_existing ______\ntests/conftest.py:539: in training_job_in_db\n job = ModelTrainingLog(\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance\n with util.safe_reraise():\n/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__\n raise exc_value.with_traceback(exc_tb)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance\n manager.original_init(*mixed[1:], **kwargs)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor\n raise TypeError(\nE TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLog\n________ ERROR at setup of TestTrainingService.test_list_training_jobs _________\ntests/conftest.py:539: in training_job_in_db\n job = ModelTrainingLog(\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance\n with util.safe_reraise():\n/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__\n raise exc_value.with_traceback(exc_tb)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance\n manager.original_init(*mixed[1:], **kwargs)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor\n raise TypeError(\nE TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLog\n__ ERROR at setup of TestTrainingService.test_list_training_jobs_with_filter ___\ntests/conftest.py:539: in training_job_in_db\n job = ModelTrainingLog(\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance\n with util.safe_reraise():\n/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__\n raise exc_value.with_traceback(exc_tb)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance\n manager.original_init(*mixed[1:], **kwargs)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor\n raise TypeError(\nE TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLog\n____ ERROR at setup of TestTrainingService.test_cancel_training_job_success ____\ntests/conftest.py:539: in training_job_in_db\n job = ModelTrainingLog(\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance\n with util.safe_reraise():\n/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__\n raise exc_value.with_traceback(exc_tb)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance\n manager.original_init(*mixed[1:], **kwargs)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor\n raise TypeError(\nE TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLog\n___ ERROR at setup of TestTrainingService.test_validate_training_data_valid ____\nfile /app/tests/test_service.py, line 183\n @pytest.mark.asyncio\n async def test_validate_training_data_valid(\n self,\n training_service,\n test_db_session,\n mock_data_service\n ):\n \"\"\"Test validation with valid data\"\"\"\n config = {\"min_data_points\": 30}\n\n result = await training_service.validate_training_data(\n db=test_db_session,\n tenant_id=\"test-tenant\",\n config=config\n )\n\n assert isinstance(result, dict)\n assert \"is_valid\" in result\n assert \"issues\" in result\n assert \"recommendations\" in result\n assert \"estimated_time_minutes\" in result\nE fixture 'mock_data_service' not found\n> available fixtures: anyio_backend, anyio_backend_name, anyio_backend_options, api_test_scenarios, auth_headers, cache, capfd, capfdbinary, caplog, capsys, capsysbinary, class_mocker, cleanup_after_test, configure_test_logging, corrupted_sales_data, cov, data_quality_test_cases, doctest_namespace, error_scenarios, event_loop, failing_external_services, insufficient_sales_data, integration_test_dependencies, integration_test_setup, large_dataset_for_performance, load_test_configuration, memory_monitor, mock_aemet_client, mock_data_processor, mock_external_services, mock_job_scheduler, mock_madrid_client, mock_messaging, mock_ml_trainer, mock_model_storage, mock_notification_system, mock_prophet_manager, mocker, module_mocker, monkeypatch, no_cover, package_mocker, performance_benchmarks, pytestconfig, real_world_scenarios, record_property, record_testsuite_property, record_xml_attribute, recwarn, sample_bakery_sales_data, sample_model_metadata, sample_single_product_request, sample_traffic_data, sample_training_request, sample_weather_data, seasonal_product_data, session_mocker, setup_test_environment, spanish_holidays_2023, temp_model_storage, test_app, test_client, test_config, test_data_validator, test_db_session, test_metrics_collector, timing_monitor, tmp_path, tmp_path_factory, tmpdir, tmpdir_factory, training_job_in_db, training_progress_states, training_service, unused_tcp_port, unused_tcp_port_factory, unused_udp_port, unused_udp_port_factory\n> use 'pytest --fixtures [testpath]' for help on them.\n\n/app/tests/test_service.py:183\n_________ ERROR at setup of TestTrainingService.test_update_job_status _________\ntests/conftest.py:539: in training_job_in_db\n job = ModelTrainingLog(\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance\n with util.safe_reraise():\n/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__\n raise exc_value.with_traceback(exc_tb)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance\n manager.original_init(*mixed[1:], **kwargs)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor\n raise TypeError(\nE TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLog\n_________ ERROR at setup of TestTrainingService.test_get_training_logs _________\ntests/conftest.py:539: in training_job_in_db\n job = ModelTrainingLog(\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:566: in _initialize_instance\n with util.safe_reraise():\n/usr/local/lib/python3.11/site-packages/sqlalchemy/util/langhelpers.py:146: in __exit__\n raise exc_value.with_traceback(exc_tb)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/state.py:564: in _initialize_instance\n manager.original_init(*mixed[1:], **kwargs)\n/usr/local/lib/python3.11/site-packages/sqlalchemy/orm/decl_base.py:2142: in _declarative_constructor\n raise TypeError(\nE TypeError: 'started_at' is an invalid keyword argument for ModelTrainingLog\n_ ERROR at setup of TestTrainingServiceExecution.test_execute_training_job_success _\nfile /app/tests/test_service.py, line 468\n @pytest.mark.asyncio\n async def test_execute_training_job_success(\n self,\n training_service,\n test_db_session,\n mock_messaging,\n mock_data_service\n ):\n \"\"\"Test successful training job execution\"\"\"\n # Create job first\n job_id = \"test-execution-job\"\n training_log = await training_service.create_training_job(\n db=test_db_session,\n tenant_id=\"test-tenant\",\n job_id=job_id,\n config={\"include_weather\": True}\n )\n\n request = TrainingJobRequest(\n include_weather=True,\n include_traffic=True,\n min_data_points=30\n )\n\n with patch('app.services.training_service.TrainingService._fetch_sales_data') as mock_fetch_sales, \\\n patch('app.services.training_service.TrainingService._fetch_weather_data') as mock_fetch_weather, \\\n patch('app.services.training_service.TrainingService._fetch_traffic_data') as mock_fetch_traffic, \\\n patch('app.services.training_service.TrainingService._store_trained_models') as mock_store:\n\n mock_fetch_sales.return_value = [{\"date\": \"2024-01-01\", \"product_name\": \"Pan Integral\", \"quantity\": 45}]\n mock_fetch_weather.return_value = []\n mock_fetch_traffic.return_value = []\n mock_store.return_value = None\n\n await training_service.execute_training_job(\n db=test_db_session,\n job_id=job_id,\n tenant_id=\"test-tenant\",\n request=request\n )\n\n # Verify job was completed\n updated_job = await training_service.get_job_status(\n db=test_db_session,\n job_id=job_id,\n tenant_id=\"test-tenant\"\n )\n\n assert updated_job.status == \"completed\"\n assert updated_job.progress == 100\nE fixture 'mock_data_service' not found\n> available fixtures: anyio_backend, anyio_backend_name, anyio_backend_options, api_test_scenarios, auth_headers, cache, capfd, capfdbinary, caplog, capsys, capsysbinary, class_mocker, cleanup_after_test, configure_test_logging, corrupted_sales_data, cov, data_quality_test_cases, doctest_namespace, error_scenarios, event_loop, failing_external_services, insufficient_sales_data, integration_test_dependencies, integration_test_setup, large_dataset_for_performance, load_test_configuration, memory_monitor, mock_aemet_client, mock_data_processor, mock_external_services, mock_job_scheduler, mock_madrid_client, mock_messaging, mock_ml_trainer, mock_model_storage, mock_notification_system, mock_prophet_manager, mocker, module_mocker, monkeypatch, no_cover, package_mocker, performance_benchmarks, pytestconfig, real_world_scenarios, record_property, record_testsuite_property, record_xml_attribute, recwarn, sample_bakery_sales_data, sample_model_metadata, sample_single_product_request, sample_traffic_data, sample_training_request, sample_weather_data, seasonal_product_data, session_mocker, setup_test_environment, spanish_holidays_2023, temp_model_storage, test_app, test_client, test_config, test_data_validator, test_db_session, test_metrics_collector, timing_monitor, tmp_path, tmp_path_factory, tmpdir, tmpdir_factory, training_job_in_db, training_progress_states, training_service, unused_tcp_port, unused_tcp_port_factory, unused_udp_port, unused_udp_port_factory\n> use 'pytest --fixtures [testpath]' for help on them.\n\n/app/tests/test_service.py:468\n_ ERROR at setup of TestTrainingServiceExecution.test_execute_single_product_training_success _\nfile /app/tests/test_service.py, line 559\n @pytest.mark.asyncio\n async def test_execute_single_product_training_success(\n self,\n training_service,\n test_db_session,\n mock_messaging,\n mock_data_service\n ):\n \"\"\"Test successful single product training execution\"\"\"\n job_id = \"test-single-product-job\"\n product_name = \"Pan Integral\"\n\n await training_service.create_single_product_job(\n db=test_db_session,\n tenant_id=\"test-tenant\",\n product_name=product_name,\n job_id=job_id,\n config={}\n )\n\n request = SingleProductTrainingRequest(\n include_weather=True,\n include_traffic=False\n )\n\n with patch('app.services.training_service.TrainingService._fetch_product_sales_data') as mock_fetch_sales, \\\n patch('app.services.training_service.TrainingService._fetch_weather_data') as mock_fetch_weather, \\\n patch('app.services.training_service.TrainingService._store_single_trained_model') as mock_store:\n\n mock_fetch_sales.return_value = [{\"date\": \"2024-01-01\", \"product_name\": product_name, \"quantity\": 45}]\n mock_fetch_weather.return_value = []\n mock_store.return_value = None\n\n await training_service.execute_single_product_training(\n db=test_db_session,\n job_id=job_id,\n tenant_id=\"test-tenant\",\n product_name=product_name,\n request=request\n )\n\n # Verify job was completed\n updated_job = await training_service.get_job_status(\n db=test_db_session,\n job_id=job_id,\n tenant_id=\"test-tenant\"\n )\n\n assert updated_job.status == \"completed\"\n assert updated_job.progress == 100\nE fixture 'mock_data_service' not found\n> available fixtures: anyio_backend, anyio_backend_name, anyio_backend_options, api_test_scenarios, auth_headers, cache, capfd, capfdbinary, caplog, capsys, capsysbinary, class_mocker, cleanup_after_test, configure_test_logging, corrupted_sales_data, cov, data_quality_test_cases, doctest_namespace, error_scenarios, event_loop, failing_external_services, insufficient_sales_data, integration_test_dependencies, integration_test_setup, large_dataset_for_performance, load_test_configuration, memory_monitor, mock_aemet_client, mock_data_processor, mock_external_services, mock_job_scheduler, mock_madrid_client, mock_messaging, mock_ml_trainer, mock_model_storage, mock_notification_system, mock_prophet_manager, mocker, module_mocker, monkeypatch, no_cover, package_mocker, performance_benchmarks, pytestconfig, real_world_scenarios, record_property, record_testsuite_property, record_xml_attribute, recwarn, sample_bakery_sales_data, sample_model_metadata, sample_single_product_request, sample_traffic_data, sample_training_request, sample_weather_data, seasonal_product_data, session_mocker, setup_test_environment, spanish_holidays_2023, temp_model_storage, test_app, test_client, test_config, test_data_validator, test_db_session, test_metrics_collector, timing_monitor, tmp_path, tmp_path_factory, tmpdir, tmpdir_factory, training_job_in_db, training_progress_states, training_service, unused_tcp_port, unused_tcp_port_factory, unused_udp_port, unused_udp_port_factory\n> use 'pytest --fixtures [testpath]' for help on them.\n\n/app/tests/test_service.py:559\n_ ERROR at teardown of TestTrainingServiceEdgeCases.test_malformed_config_handling _\ntests/conftest.py:464: in setup_test_environment\n os.environ.pop(var, None)(scope=\"session\")\nE TypeError: 'str' object is not callable\n------------------------------ Captured log call -------------------------------\nERROR app.services.training_service:training_service.py:60 Failed to create training job: 'coroutine' object has no attribute 'add'\n=================================== FAILURES ===================================\n______________________ TestTrainingAPI.test_health_check _______________________\ntests/test_api.py:20: in test_health_check\n response = await test_client.get(\"/health\")\nE AttributeError: 'async_generator' object has no attribute 'get'\n__________________ TestTrainingAPI.test_readiness_check_ready __________________\ntests/test_api.py:32: in test_readiness_check_ready\n with patch('app.main.app.state.ready', True):\n/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__\n original, local = self.get_original()\n/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original\n raise AttributeError(\nE AttributeError: does not have the attribute 'ready'\n________________ TestTrainingAPI.test_readiness_check_not_ready ________________\ntests/test_api.py:42: in test_readiness_check_not_ready\n with patch('app.main.app.state.ready', False):\n/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__\n original, local = self.get_original()\n/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original\n raise AttributeError(\nE AttributeError: does not have the attribute 'ready'\n_________________ TestTrainingAPI.test_liveness_check_healthy __________________\ntests/test_api.py:53: in test_liveness_check_healthy\n response = await test_client.get(\"/health/live\")\nE AttributeError: 'async_generator' object has no attribute 'get'\n________________ TestTrainingAPI.test_liveness_check_unhealthy _________________\ntests/test_api.py:63: in test_liveness_check_unhealthy\n response = await test_client.get(\"/health/live\")\nE AttributeError: 'async_generator' object has no attribute 'get'\n____________________ TestTrainingAPI.test_metrics_endpoint _____________________\ntests/test_api.py:73: in test_metrics_endpoint\n response = await test_client.get(\"/metrics\")\nE AttributeError: 'async_generator' object has no attribute 'get'\n______________________ TestTrainingAPI.test_root_endpoint ______________________\ntests/test_api.py:92: in test_root_endpoint\n response = await test_client.get(\"/\")\nE AttributeError: 'async_generator' object has no attribute 'get'\n_________ TestTrainingJobsAPI.test_start_training_job_validation_error _________\ntests/test_api.py:139: in test_start_training_job_validation_error\n with patch('app.api.training.get_current_tenant_id', return_value=\"test-tenant\"):\n/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__\n original, local = self.get_original()\n/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original\n raise AttributeError(\nE AttributeError: does not have the attribute 'get_current_tenant_id'\n_________ TestTrainingJobsAPI.test_get_training_status_nonexistent_job _________\ntests/test_api.py:167: in test_get_training_status_nonexistent_job\n with patch('app.api.training.get_current_tenant_id', return_value=\"test-tenant\"):\n/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__\n original, local = self.get_original()\n/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original\n raise AttributeError(\nE AttributeError: does not have the attribute 'get_current_tenant_id'\n_______________ TestTrainingJobsAPI.test_cancel_nonexistent_job ________________\ntests/test_api.py:233: in test_cancel_nonexistent_job\n with patch('app.api.training.get_current_tenant_id', return_value=\"test-tenant\"):\n/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__\n original, local = self.get_original()\n/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original\n raise AttributeError(\nE AttributeError: does not have the attribute 'get_current_tenant_id'\n___ TestSingleProductTrainingAPI.test_train_single_product_validation_error ____\ntests/test_api.py:323: in test_train_single_product_validation_error\n with patch('app.api.training.get_current_tenant_id', return_value=\"test-tenant\"):\n/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__\n original, local = self.get_original()\n/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original\n raise AttributeError(\nE AttributeError: does not have the attribute 'get_current_tenant_id'\n________________ TestErrorHandling.test_database_error_handling ________________\ntests/test_api.py:412: in test_database_error_handling\n with patch('app.api.training.get_current_tenant_id', return_value=\"test-tenant\"):\n/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__\n original, local = self.get_original()\n/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original\n raise AttributeError(\nE AttributeError: does not have the attribute 'get_current_tenant_id'\n___________________ TestErrorHandling.test_missing_tenant_id ___________________\ntests/test_api.py:427: in test_missing_tenant_id\n response = await test_client.post(\"/training/jobs\", json=request_data)\nE AttributeError: 'async_generator' object has no attribute 'post'\n_________________ TestErrorHandling.test_invalid_job_id_format _________________\ntests/test_api.py:437: in test_invalid_job_id_format\n with patch('app.api.training.get_current_tenant_id', return_value=\"test-tenant\"):\n/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__\n original, local = self.get_original()\n/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original\n raise AttributeError(\nE AttributeError: does not have the attribute 'get_current_tenant_id'\n_________________ TestErrorHandling.test_invalid_json_payload __________________\ntests/test_api.py:469: in test_invalid_json_payload\n with patch('app.api.training.get_current_tenant_id', return_value=\"test-tenant\"):\n/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__\n original, local = self.get_original()\n/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original\n raise AttributeError(\nE AttributeError: does not have the attribute 'get_current_tenant_id'\n_______________ TestErrorHandling.test_unsupported_content_type ________________\ntests/test_api.py:481: in test_unsupported_content_type\n with patch('app.api.training.get_current_tenant_id', return_value=\"test-tenant\"):\n/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__\n original, local = self.get_original()\n/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original\n raise AttributeError(\nE AttributeError: does not have the attribute 'get_current_tenant_id'\n__________ TestAuthenticationIntegration.test_endpoints_require_auth ___________\ntests/test_api.py:512: in test_endpoints_require_auth\n response = await test_client.post(endpoint, json={})\nE AttributeError: 'async_generator' object has no attribute 'post'\n______________ TestAPIValidation.test_training_request_validation ______________\ntests/test_api.py:555: in test_training_request_validation\n with patch('app.api.training.get_current_tenant_id', return_value=\"test-tenant\"):\n/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__\n original, local = self.get_original()\n/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original\n raise AttributeError(\nE AttributeError: does not have the attribute 'get_current_tenant_id'\n___________ TestAPIValidation.test_single_product_request_validation ___________\ntests/test_api.py:591: in test_single_product_request_validation\n with patch('app.api.training.get_current_tenant_id', return_value=\"test-tenant\"):\n/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__\n original, local = self.get_original()\n/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original\n raise AttributeError(\nE AttributeError: does not have the attribute 'get_current_tenant_id'\n______________ TestAPIValidation.test_query_parameter_validation _______________\ntests/test_api.py:612: in test_query_parameter_validation\n with patch('app.api.training.get_current_tenant_id', return_value=\"test-tenant\"):\n/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__\n original, local = self.get_original()\n/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original\n raise AttributeError(\nE AttributeError: does not have the attribute 'get_current_tenant_id'\n_________________ TestAPIPerformance.test_concurrent_requests __________________\ntests/test_api.py:643: in test_concurrent_requests\n with patch('app.api.training.get_current_tenant_id', return_value=f\"tenant-{i}\"):\n/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__\n original, local = self.get_original()\n/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original\n raise AttributeError(\nE AttributeError: does not have the attribute 'get_current_tenant_id'\n________________ TestAPIPerformance.test_large_payload_handling ________________\ntests/test_api.py:665: in test_large_payload_handling\n with patch('app.api.training.get_current_tenant_id', return_value=\"test-tenant\"):\n/usr/local/lib/python3.11/unittest/mock.py:1446: in __enter__\n original, local = self.get_original()\n/usr/local/lib/python3.11/unittest/mock.py:1419: in get_original\n raise AttributeError(\nE AttributeError: does not have the attribute 'get_current_tenant_id'\n______________ TestAPIPerformance.test_rapid_successive_requests _______________\ntests/test_api.py:681: in test_rapid_successive_requests\n response = await test_client.get(\"/health\")\nE AttributeError: 'async_generator' object has no attribute 'get'\n_____ TestBakeryDataProcessor.test_prepare_training_data_insufficient_data _____\ntests/test_ml.py:201: in test_prepare_training_data_insufficient_data\n with pytest.raises(Exception):\nE Failed: DID NOT RAISE \n------------------------------ Captured log call -------------------------------\nINFO app.ml.data_processor:data_processor.py:45 Preparing training data for product: Pan Integral\nINFO app.ml.data_processor:data_processor.py:69 Prepared 5 data points for Pan Integral\n___________ TestBakeryProphetManager.test_train_bakery_model_success ___________\ntests/test_ml.py:239: in test_train_bakery_model_success\n result = await prophet_manager.train_bakery_model(\napp/ml/prophet_manager.py:70: in train_bakery_model\n model = self._create_prophet_model(regressor_columns)\napp/ml/prophet_manager.py:238: in _create_prophet_model\n daily_seasonality=settings.PROPHET_DAILY_SEASONALITY,\n/usr/local/lib/python3.11/site-packages/pydantic/main.py:761: in __getattr__\n raise AttributeError(f'{type(self).__name__!r} object has no attribute {item!r}')\nE AttributeError: 'TrainingSettings' object has no attribute 'PROPHET_DAILY_SEASONALITY'\n------------------------------ Captured log call -------------------------------\nINFO app.ml.prophet_manager:prophet_manager.py:58 Training bakery model for tenant test-tenant, product Pan Integral\nINFO app.ml.prophet_manager:prophet_manager.py:226 Identified regressor columns: ['temperature', 'humidity']\nERROR app.ml.prophet_manager:prophet_manager.py:115 Failed to train bakery model for Pan Integral: 'TrainingSettings' object has no attribute 'PROPHET_DAILY_SEASONALITY'\n____________ TestBakeryMLTrainer.test_train_single_product_success _____________\ntests/test_ml.py:414: in test_train_single_product_success\n result = await ml_trainer.train_single_product(\napp/ml/trainer.py:149: in train_single_product\n model_info = await self.prophet_manager.train_bakery_model(\napp/ml/prophet_manager.py:61: in train_bakery_model\n await self._validate_training_data(df, product_name)\napp/ml/prophet_manager.py:158: in _validate_training_data\n raise ValueError(\nE ValueError: Insufficient training data for Pan Integral: 3 days, minimum required: 30\n------------------------------ Captured log call -------------------------------\nINFO app.ml.trainer:trainer.py:125 Starting single product training test-job-123 for Pan Integral\nINFO app.ml.data_processor:data_processor.py:45 Preparing training data for product: Pan Integral\nINFO app.ml.data_processor:data_processor.py:69 Prepared 3 data points for Pan Integral\nINFO app.ml.prophet_manager:prophet_manager.py:58 Training bakery model for tenant test-tenant, product Pan Integral\nERROR app.ml.prophet_manager:prophet_manager.py:115 Failed to train bakery model for Pan Integral: Insufficient training data for Pan Integral: 3 days, minimum required: 30\nERROR app.ml.trainer:trainer.py:170 Single product training test-job-123 failed: Insufficient training data for Pan Integral: 3 days, minimum required: 30\n____________ TestBakeryMLTrainer.test_train_single_product_no_data _____________\ntests/test_ml.py:438: in test_train_single_product_no_data\n await ml_trainer.train_single_product(\napp/ml/trainer.py:134: in train_single_product\n product_sales = sales_df[sales_df['product_name'] == product_name].copy()\n/usr/local/lib/python3.11/site-packages/pandas/core/frame.py:3893: in __getitem__\n indexer = self.columns.get_loc(key)\n/usr/local/lib/python3.11/site-packages/pandas/core/indexes/range.py:418: in get_loc\n raise KeyError(key)\nE KeyError: 'product_name'\n------------------------------ Captured log call -------------------------------\nINFO app.ml.trainer:trainer.py:125 Starting single product training test-job-123 for Nonexistent Product\nERROR app.ml.trainer:trainer.py:170 Single product training test-job-123 failed: 'product_name'\n_____________ TestTrainingService.test_create_training_job_success _____________\napp/services/training_service.py:52: in create_training_job\n db.add(training_log)\nE AttributeError: 'coroutine' object has no attribute 'add'\n\nDuring handling of the above exception, another exception occurred:\ntests/test_service.py:34: in test_create_training_job_success\n result = await training_service.create_training_job(\napp/services/training_service.py:61: in create_training_job\n await db.rollback()\nE AttributeError: 'coroutine' object has no attribute 'rollback'\n------------------------------ Captured log call -------------------------------\nERROR app.services.training_service:training_service.py:60 Failed to create training job: 'coroutine' object has no attribute 'add'\n__________ TestTrainingService.test_create_single_product_job_success __________\napp/services/training_service.py:84: in create_single_product_job\n db.add(training_log)\nE AttributeError: 'coroutine' object has no attribute 'add'\n\nDuring handling of the above exception, another exception occurred:\ntests/test_service.py:60: in test_create_single_product_job_success\n result = await training_service.create_single_product_job(\napp/services/training_service.py:93: in create_single_product_job\n await db.rollback()\nE AttributeError: 'coroutine' object has no attribute 'rollback'\n------------------------------ Captured log call -------------------------------\nERROR app.services.training_service:training_service.py:92 Failed to create single product training job: 'coroutine' object has no attribute 'add'\n_______________ TestTrainingService.test_cancel_nonexistent_job ________________\napp/services/training_service.py:270: in cancel_training_job\n result = await db.execute(\nE AttributeError: 'coroutine' object has no attribute 'execute'\n\nDuring handling of the above exception, another exception occurred:\ntests/test_service.py:175: in test_cancel_nonexistent_job\n result = await training_service.cancel_training_job(\napp/services/training_service.py:297: in cancel_training_job\n await db.rollback()\nE AttributeError: 'coroutine' object has no attribute 'rollback'\n------------------------------ Captured log call -------------------------------\nERROR app.services.training_service:training_service.py:296 Failed to cancel training job: 'coroutine' object has no attribute 'execute'\n___________ TestTrainingService.test_validate_training_data_no_data ____________\ntests/test_service.py:221: in test_validate_training_data_no_data\n assert result[\"is_valid\"] is False\nE assert True is False\n------------------------------ Captured log call -------------------------------\nINFO app.services.training_service:training_service.py:306 Validating training data for tenant test-tenant\n________________ TestTrainingService.test_store_trained_models _________________\napp/services/training_service.py:572: in _store_trained_models\n await db.execute(\nE AttributeError: 'coroutine' object has no attribute 'execute'\n\nDuring handling of the above exception, another exception occurred:\ntests/test_service.py:280: in test_store_trained_models\n await training_service._store_trained_models(\napp/services/training_service.py:592: in _store_trained_models\n await db.rollback()\nE AttributeError: 'coroutine' object has no attribute 'rollback'\n------------------------------ Captured log call -------------------------------\nERROR app.services.training_service:training_service.py:591 Failed to store trained models: 'coroutine' object has no attribute 'execute'\n________ TestTrainingServiceExecution.test_execute_training_job_failure ________\napp/services/training_service.py:52: in create_training_job\n db.add(training_log)\nE AttributeError: 'coroutine' object has no attribute 'add'\n\nDuring handling of the above exception, another exception occurred:\ntests/test_service.py:529: in test_execute_training_job_failure\n await training_service.create_training_job(\napp/services/training_service.py:61: in create_training_job\n await db.rollback()\nE AttributeError: 'coroutine' object has no attribute 'rollback'\n------------------------------ Captured log call -------------------------------\nERROR app.services.training_service:training_service.py:60 Failed to create training job: 'coroutine' object has no attribute 'add'\n__________ TestTrainingServiceEdgeCases.test_concurrent_job_creation ___________\napp/services/training_service.py:52: in create_training_job\n db.add(training_log)\nE AttributeError: 'coroutine' object has no attribute 'add'\n\nDuring handling of the above exception, another exception occurred:\ntests/test_service.py:660: in test_concurrent_job_creation\n job = await training_service.create_training_job(\napp/services/training_service.py:61: in create_training_job\n await db.rollback()\nE AttributeError: 'coroutine' object has no attribute 'rollback'\n------------------------------ Captured log call -------------------------------\nERROR app.services.training_service:training_service.py:60 Failed to create training job: 'coroutine' object has no attribute 'add'\n_________ TestTrainingServiceEdgeCases.test_malformed_config_handling __________\napp/services/training_service.py:52: in create_training_job\n db.add(training_log)\nE AttributeError: 'coroutine' object has no attribute 'add'\n\nDuring handling of the above exception, another exception occurred:\ntests/test_service.py:681: in test_malformed_config_handling\n job = await training_service.create_training_job(\napp/services/training_service.py:61: in create_training_job\n await db.rollback()\nE AttributeError: 'coroutine' object has no attribute 'rollback'\n------------------------------ Captured log call -------------------------------\nERROR app.services.training_service:training_service.py:60 Failed to create training job: 'coroutine' object has no attribute 'add'\n=============================== warnings summary ===============================\napp/schemas/training.py:41\n /app/app/schemas/training.py:41: PydanticDeprecatedSince20: Pydantic V1 style `@validator` validators are deprecated. You should migrate to Pydantic V2 style `@field_validator` validators, see the migration guide for more details. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.5/migration/\n @validator('seasonality_mode')\n\napp/schemas/training.py:106\n /app/app/schemas/training.py:106: PydanticDeprecatedSince20: Pydantic V1 style `@validator` validators are deprecated. You should migrate to Pydantic V2 style `@field_validator` validators, see the migration guide for more details. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.5/migration/\n @validator('min_data_points')\n\n../usr/local/lib/python3.11/site-packages/pydantic/_internal/_fields.py:149\n /usr/local/lib/python3.11/site-packages/pydantic/_internal/_fields.py:149: UserWarning: Field \"model_id\" has conflict with protected namespace \"model_\".\n \n You may be able to resolve this warning by setting `model_config['protected_namespaces'] = ()`.\n warnings.warn(\n\n../usr/local/lib/python3.11/site-packages/pydantic/_internal/_fields.py:149\n /usr/local/lib/python3.11/site-packages/pydantic/_internal/_fields.py:149: UserWarning: Field \"model_path\" has conflict with protected namespace \"model_\".\n \n You may be able to resolve this warning by setting `model_config['protected_namespaces'] = ()`.\n warnings.warn(\n\n../usr/local/lib/python3.11/site-packages/pydantic/_internal/_fields.py:149\n /usr/local/lib/python3.11/site-packages/pydantic/_internal/_fields.py:149: UserWarning: Field \"model_type\" has conflict with protected namespace \"model_\".\n \n You may be able to resolve this warning by setting `model_config['protected_namespaces'] = ()`.\n warnings.warn(\n\n../usr/local/lib/python3.11/site-packages/pydantic/_internal/_fields.py:149\n /usr/local/lib/python3.11/site-packages/pydantic/_internal/_fields.py:149: UserWarning: Field \"model_info\" has conflict with protected namespace \"model_\".\n \n You may be able to resolve this warning by setting `model_config['protected_namespaces'] = ()`.\n warnings.warn(\n\nshared/config/base.py:280\n /app/shared/config/base.py:280: PydanticDeprecatedSince20: Pydantic V1 style `@validator` validators are deprecated. You should migrate to Pydantic V2 style `@field_validator` validators, see the migration guide for more details. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.5/migration/\n @validator('JWT_SECRET_KEY')\n\nshared/config/base.py:288\n /app/shared/config/base.py:288: PydanticDeprecatedSince20: Pydantic V1 style `@validator` validators are deprecated. You should migrate to Pydantic V2 style `@field_validator` validators, see the migration guide for more details. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.5/migration/\n @validator('LOG_LEVEL')\n\nshared/config/base.py:295\n /app/shared/config/base.py:295: PydanticDeprecatedSince20: Pydantic V1 style `@validator` validators are deprecated. You should migrate to Pydantic V2 style `@field_validator` validators, see the migration guide for more details. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.5/migration/\n @validator('ENVIRONMENT')\n\n../usr/local/lib/python3.11/site-packages/pydantic/_internal/_config.py:268\n /usr/local/lib/python3.11/site-packages/pydantic/_internal/_config.py:268: PydanticDeprecatedSince20: Support for class-based `config` is deprecated, use ConfigDict instead. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.5/migration/\n warnings.warn(DEPRECATION_MESSAGE, DeprecationWarning)\n\napp/models/training.py:12\n /app/app/models/training.py:12: MovedIn20Warning: The ``declarative_base()`` function is now available as sqlalchemy.orm.declarative_base(). (deprecated since: 2.0) (Background on SQLAlchemy 2.0 at: https://sqlalche.me/e/b8d9)\n Base = declarative_base()\n\ntests/test_api.py: 22 warnings\ntests/test_ml.py: 1 warning\n /app/tests/conftest.py:1560: RuntimeWarning: coroutine 'test_app' was never awaited\n gc.collect() # Force garbage collection after each test\n Enable tracemalloc to get traceback where the object was allocated.\n See https://docs.pytest.org/en/stable/how-to/capture-warnings.html#resource-warnings for more info.\n\ntests/test_api.py: 13 warnings\n /usr/local/lib/python3.11/site-packages/_pytest/runner.py:139: RuntimeWarning: coroutine 'test_app' was never awaited\n item.funcargs = None # type: ignore[attr-defined]\n Enable tracemalloc to get traceback where the object was allocated.\n See https://docs.pytest.org/en/stable/how-to/capture-warnings.html#resource-warnings for more info.\n\ntests/test_service.py::TestTrainingService::test_create_single_product_job_success\ntests/test_service.py::TestTrainingService::test_get_job_status_nonexistent\ntests/test_service.py::TestTrainingService::test_validate_training_data_no_data\ntests/test_service.py::TestTrainingService::test_store_trained_models\ntests/test_service.py::TestTrainingServiceDataFetching::test_fetch_sales_data_success\ntests/test_service.py::TestTrainingServiceEdgeCases::test_database_connection_failure\ntests/test_service.py::TestTrainingServiceEdgeCases::test_malformed_config_handling\n /app/tests/conftest.py:1560: RuntimeWarning: coroutine 'test_db_session' was never awaited\n gc.collect() # Force garbage collection after each test\n Enable tracemalloc to get traceback where the object was allocated.\n See https://docs.pytest.org/en/stable/how-to/capture-warnings.html#resource-warnings for more info.\n\ntests/test_service.py: 10 warnings\n /usr/local/lib/python3.11/site-packages/_pytest/runner.py:139: RuntimeWarning: coroutine 'test_db_session' was never awaited\n item.funcargs = None # type: ignore[attr-defined]\n Enable tracemalloc to get traceback where the object was allocated.\n See https://docs.pytest.org/en/stable/how-to/capture-warnings.html#resource-warnings for more info.\n\n-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html\n------------ generated xml file: /app/tests/results/junit_unit.xml -------------\n\n---------- coverage: platform linux, python 3.11.13-final-0 ----------\nName Stmts Miss Cover Missing\n----------------------------------------------------------------\napp/__init__.py 0 0 100%\napp/api/__init__.py 0 0 100%\napp/api/models.py 18 5 72% 29-33\napp/api/training.py 166 132 20% 49-88, 100-124, 134-157, 167-187, 197-232, 244-286, 296-317, 327-347, 358-384, 395-415, 426-472\napp/core/__init__.py 0 0 100%\napp/core/config.py 32 0 100%\napp/core/database.py 115 91 21% 28-36, 45-72, 77-104, 109-165, 175-192, 199-209, 214-233, 238-248\napp/main.py 89 54 39% 39-90, 116-152, 158-168, 193, 203-211, 219-221, 224\napp/ml/__init__.py 0 0 100%\napp/ml/data_processor.py 238 63 74% 72-74, 104, 110-114, 125-134, 138-141, 149, 155, 194, 238, 274, 278-285, 302, 333, 335, 339-343, 382-383, 404, 418-423, 453, 457, 463, 473-493\napp/ml/prophet_manager.py 162 69 57% 73-112, 140-141, 148-150, 155, 170, 174, 185-186, 204, 213, 250, 282-284, 296-328, 334-365, 377-378, 382-388, 392-408\napp/ml/trainer.py 127 38 70% 52, 97-99, 123, 138, 156-167, 190-240, 255-256, 260, 288-291, 317-335\napp/models/__init__.py 0 0 100%\napp/models/training.py 87 0 100%\napp/schemas/__init__.py 0 0 100%\napp/schemas/training.py 184 6 97% 43-45, 108-110\napp/services/__init__.py 0 0 100%\napp/services/messaging.py 41 20 51% 24-28, 32-33, 38-46, 54, 71-81, 89-97, 105, 121, 137, 155, 172, 189, 206\napp/services/training_service.py 285 164 42% 54-57, 62, 85-89, 94, 102-161, 170-221, 237, 249-262, 286-293, 298, 315-316, 330-332, 340-341, 358-360, 376-403, 425, 448-475, 484, 487, 498-503, 512, 515, 526-531, 585-588, 593, 601-648, 655-694\n----------------------------------------------------------------\nTOTAL 1544 642 58%\nCoverage HTML written to dir /app/tests/results/coverage_unit_html\nCoverage XML written to file /app/tests/results/coverage_unit.xml\n\n=========================== short test summary info ============================\nFAILED tests/test_api.py::TestTrainingAPI::test_health_check - AttributeError...\nFAILED tests/test_api.py::TestTrainingAPI::test_readiness_check_ready - Attri...\nFAILED tests/test_api.py::TestTrainingAPI::test_readiness_check_not_ready - A...\nFAILED tests/test_api.py::TestTrainingAPI::test_liveness_check_healthy - Attr...\nFAILED tests/test_api.py::TestTrainingAPI::test_liveness_check_unhealthy - At...\nFAILED tests/test_api.py::TestTrainingAPI::test_metrics_endpoint - AttributeE...\nFAILED tests/test_api.py::TestTrainingAPI::test_root_endpoint - AttributeErro...\nFAILED tests/test_api.py::TestTrainingJobsAPI::test_start_training_job_validation_error\nFAILED tests/test_api.py::TestTrainingJobsAPI::test_get_training_status_nonexistent_job\nFAILED tests/test_api.py::TestTrainingJobsAPI::test_cancel_nonexistent_job - ...\nFAILED tests/test_api.py::TestSingleProductTrainingAPI::test_train_single_product_validation_error\nFAILED tests/test_api.py::TestErrorHandling::test_database_error_handling - A...\nFAILED tests/test_api.py::TestErrorHandling::test_missing_tenant_id - Attribu...\nFAILED tests/test_api.py::TestErrorHandling::test_invalid_job_id_format - Att...\nFAILED tests/test_api.py::TestErrorHandling::test_invalid_json_payload - Attr...\nFAILED tests/test_api.py::TestErrorHandling::test_unsupported_content_type - ...\nFAILED tests/test_api.py::TestAuthenticationIntegration::test_endpoints_require_auth\nFAILED tests/test_api.py::TestAPIValidation::test_training_request_validation\nFAILED tests/test_api.py::TestAPIValidation::test_single_product_request_validation\nFAILED tests/test_api.py::TestAPIValidation::test_query_parameter_validation\nFAILED tests/test_api.py::TestAPIPerformance::test_concurrent_requests - Attr...\nFAILED tests/test_api.py::TestAPIPerformance::test_large_payload_handling - A...\nFAILED tests/test_api.py::TestAPIPerformance::test_rapid_successive_requests\nFAILED tests/test_ml.py::TestBakeryDataProcessor::test_prepare_training_data_insufficient_data\nFAILED tests/test_ml.py::TestBakeryProphetManager::test_train_bakery_model_success\nFAILED tests/test_ml.py::TestBakeryMLTrainer::test_train_single_product_success\nFAILED tests/test_ml.py::TestBakeryMLTrainer::test_train_single_product_no_data\nFAILED tests/test_service.py::TestTrainingService::test_create_training_job_success\nFAILED tests/test_service.py::TestTrainingService::test_create_single_product_job_success\nFAILED tests/test_service.py::TestTrainingService::test_cancel_nonexistent_job\nFAILED tests/test_service.py::TestTrainingService::test_validate_training_data_no_data\nFAILED tests/test_service.py::TestTrainingService::test_store_trained_models\nFAILED tests/test_service.py::TestTrainingServiceExecution::test_execute_training_job_failure\nFAILED tests/test_service.py::TestTrainingServiceEdgeCases::test_concurrent_job_creation\nFAILED tests/test_service.py::TestTrainingServiceEdgeCases::test_malformed_config_handling\nERROR tests/test_api.py::TestTrainingJobsAPI::test_start_training_job_success\nERROR tests/test_api.py::TestTrainingJobsAPI::test_get_training_status_existing_job\nERROR tests/test_api.py::TestTrainingJobsAPI::test_list_training_jobs - TypeE...\nERROR tests/test_api.py::TestTrainingJobsAPI::test_list_training_jobs_with_status_filter\nERROR tests/test_api.py::TestTrainingJobsAPI::test_cancel_training_job_success\nERROR tests/test_api.py::TestTrainingJobsAPI::test_get_training_logs - TypeEr...\nERROR tests/test_api.py::TestTrainingJobsAPI::test_validate_training_data_valid\nERROR tests/test_api.py::TestSingleProductTrainingAPI::test_train_single_product_success\nERROR tests/test_api.py::TestSingleProductTrainingAPI::test_train_single_product_special_characters\nERROR tests/test_api.py::TestModelsAPI::test_list_models\nERROR tests/test_api.py::TestModelsAPI::test_get_model_details\nERROR tests/test_api.py::TestErrorHandling::test_messaging_failure_handling\nERROR tests/test_api.py::TestAuthenticationIntegration::test_tenant_isolation_in_api\nERROR tests/test_service.py::TestTrainingService::test_get_job_status_existing\nERROR tests/test_service.py::TestTrainingService::test_list_training_jobs - T...\nERROR tests/test_service.py::TestTrainingService::test_list_training_jobs_with_filter\nERROR tests/test_service.py::TestTrainingService::test_cancel_training_job_success\nERROR tests/test_service.py::TestTrainingService::test_validate_training_data_valid\nERROR tests/test_service.py::TestTrainingService::test_update_job_status - Ty...\nERROR tests/test_service.py::TestTrainingService::test_get_training_logs - Ty...\nERROR tests/test_service.py::TestTrainingServiceExecution::test_execute_training_job_success\nERROR tests/test_service.py::TestTrainingServiceExecution::test_execute_single_product_training_success\nERROR tests/test_service.py::TestTrainingServiceEdgeCases::test_malformed_config_handling\n======= 35 failed, 24 passed, 2 skipped, 64 warnings, 23 errors in 5.71s =======\n", - "stderr": "sys:1: RuntimeWarning: coroutine 'test_db_session' was never awaited\n", - "timestamp": "2025-07-25T11:22:43.703966" + "return_code": 4, + "duration": 0.4672102928161621, + "stdout": "", + "stderr": "/usr/local/lib/python3.11/site-packages/_pytest/config/__init__.py:331: PluggyTeardownRaisedWarning: A plugin raised an exception during an old-style hookwrapper teardown.\nPlugin: helpconfig, Hook: pytest_cmdline_parse\nConftestImportFailure: NameError: name 'pytest_asyncio' is not defined (from /app/tests/conftest.py)\nFor more information see https://pluggy.readthedocs.io/en/stable/api_reference.html#pluggy.PluggyTeardownRaisedWarning\n config = pluginmanager.hook.pytest_cmdline_parse(\nImportError while loading conftest '/app/tests/conftest.py'.\ntests/conftest.py:517: in \n @pytest_asyncio.fixture\nE NameError: name 'pytest_asyncio' is not defined\n", + "timestamp": "2025-07-25T12:08:35.411622" }, "integration": { "suite": "integration", "status": "failed", - "return_code": 5, - "duration": 0.5286672115325928, - "stdout": "\n================================================================================\nTRAINING SERVICE TEST SESSION STARTING\n================================================================================\n============================= test session starts ==============================\nplatform linux -- Python 3.11.13, pytest-7.4.3, pluggy-1.6.0 -- /usr/local/bin/python\ncachedir: .pytest_cache\nrootdir: /app\nplugins: anyio-3.7.1, mock-3.12.0, asyncio-0.21.1, cov-4.1.0\nasyncio: mode=Mode.STRICT\ncollecting ... collected 0 items\n\n================================================================================\nTRAINING SERVICE TEST SESSION FINISHED\nExit Status: 5\n================================================================================\n\n--------- generated xml file: /app/tests/results/junit_integration.xml ---------\n\n---------- coverage: platform linux, python 3.11.13-final-0 ----------\nName Stmts Miss Cover Missing\n----------------------------------------------------------------\napp/__init__.py 0 0 100%\napp/api/__init__.py 0 0 100%\napp/api/models.py 18 18 0% 5-33\napp/api/training.py 166 166 0% 4-472\napp/core/__init__.py 0 0 100%\napp/core/config.py 32 32 0% 6-65\napp/core/database.py 115 115 0% 2-251\napp/main.py 89 89 0% 4-224\napp/ml/__init__.py 0 0 100%\napp/ml/data_processor.py 238 238 0% 2-493\napp/ml/prophet_manager.py 162 162 0% 2-408\napp/ml/trainer.py 127 127 0% 2-365\napp/models/__init__.py 0 0 100%\napp/models/training.py 87 87 0% 2-154\napp/schemas/__init__.py 0 0 100%\napp/schemas/training.py 184 184 0% 2-287\napp/services/__init__.py 0 0 100%\napp/services/messaging.py 41 41 0% 2-206\napp/services/training_service.py 285 285 0% 2-694\n----------------------------------------------------------------\nTOTAL 1544 1544 0%\nCoverage HTML written to dir /app/tests/results/coverage_integration_html\nCoverage XML written to file /app/tests/results/coverage_integration.xml\n\n============================ no tests ran in 0.20s =============================\n", - "stderr": "/usr/local/lib/python3.11/site-packages/coverage/control.py:883: CoverageWarning: No data was collected. (no-data-collected)\n self._warn(\"No data was collected.\", slug=\"no-data-collected\")\n", - "timestamp": "2025-07-25T11:22:44.232765" + "return_code": 4, + "duration": 0.5080075263977051, + "stdout": "", + "stderr": "/usr/local/lib/python3.11/site-packages/_pytest/config/__init__.py:331: PluggyTeardownRaisedWarning: A plugin raised an exception during an old-style hookwrapper teardown.\nPlugin: helpconfig, Hook: pytest_cmdline_parse\nConftestImportFailure: NameError: name 'pytest_asyncio' is not defined (from /app/tests/conftest.py)\nFor more information see https://pluggy.readthedocs.io/en/stable/api_reference.html#pluggy.PluggyTeardownRaisedWarning\n config = pluginmanager.hook.pytest_cmdline_parse(\nImportError while loading conftest '/app/tests/conftest.py'.\ntests/conftest.py:517: in \n @pytest_asyncio.fixture\nE NameError: name 'pytest_asyncio' is not defined\n", + "timestamp": "2025-07-25T12:08:35.919747" }, "performance": { "suite": "performance", "status": "failed", - "return_code": 2, - "duration": 0.6394450664520264, - "stdout": "\n================================================================================\nTRAINING SERVICE TEST SESSION STARTING\n================================================================================\n============================= test session starts ==============================\nplatform linux -- Python 3.11.13, pytest-7.4.3, pluggy-1.6.0 -- /usr/local/bin/python\ncachedir: .pytest_cache\nrootdir: /app\nplugins: anyio-3.7.1, mock-3.12.0, asyncio-0.21.1, cov-4.1.0\nasyncio: mode=Mode.STRICT\ncollecting ... collected 0 items / 1 error\n\n================================================================================\nTRAINING SERVICE TEST SESSION FINISHED\nExit Status: 2\n================================================================================\n\n==================================== ERRORS ====================================\n__________________ ERROR collecting tests/test_performance.py __________________\nImportError while importing test module '/app/tests/test_performance.py'.\nHint: make sure your test modules/packages have valid Python names.\nTraceback:\n/usr/local/lib/python3.11/importlib/__init__.py:126: in import_module\n return _bootstrap._gcd_import(name[level:], package, level)\ntests/test_performance.py:16: in \n import psutil\nE ModuleNotFoundError: No module named 'psutil'\n--------- generated xml file: /app/tests/results/junit_performance.xml ---------\n\n---------- coverage: platform linux, python 3.11.13-final-0 ----------\nName Stmts Miss Cover Missing\n----------------------------------------------------------------\napp/__init__.py 0 0 100%\napp/api/__init__.py 0 0 100%\napp/api/models.py 18 18 0% 5-33\napp/api/training.py 166 166 0% 4-472\napp/core/__init__.py 0 0 100%\napp/core/config.py 32 32 0% 6-65\napp/core/database.py 115 115 0% 2-251\napp/main.py 89 89 0% 4-224\napp/ml/__init__.py 0 0 100%\napp/ml/data_processor.py 238 238 0% 2-493\napp/ml/prophet_manager.py 162 162 0% 2-408\napp/ml/trainer.py 127 127 0% 2-365\napp/models/__init__.py 0 0 100%\napp/models/training.py 87 87 0% 2-154\napp/schemas/__init__.py 0 0 100%\napp/schemas/training.py 184 184 0% 2-287\napp/services/__init__.py 0 0 100%\napp/services/messaging.py 41 41 0% 2-206\napp/services/training_service.py 285 285 0% 2-694\n----------------------------------------------------------------\nTOTAL 1544 1544 0%\nCoverage HTML written to dir /app/tests/results/coverage_performance_html\nCoverage XML written to file /app/tests/results/coverage_performance.xml\n\n=========================== short test summary info ============================\nERROR tests/test_performance.py\n!!!!!!!!!!!!!!!!!!!! Interrupted: 1 error during collection !!!!!!!!!!!!!!!!!!!!\n=============================== 1 error in 0.23s ===============================\n", - "stderr": "/usr/local/lib/python3.11/site-packages/coverage/control.py:883: CoverageWarning: No data was collected. (no-data-collected)\n self._warn(\"No data was collected.\", slug=\"no-data-collected\")\n", - "timestamp": "2025-07-25T11:22:44.872314" + "return_code": 4, + "duration": 0.5039312839508057, + "stdout": "", + "stderr": "/usr/local/lib/python3.11/site-packages/_pytest/config/__init__.py:331: PluggyTeardownRaisedWarning: A plugin raised an exception during an old-style hookwrapper teardown.\nPlugin: helpconfig, Hook: pytest_cmdline_parse\nConftestImportFailure: NameError: name 'pytest_asyncio' is not defined (from /app/tests/conftest.py)\nFor more information see https://pluggy.readthedocs.io/en/stable/api_reference.html#pluggy.PluggyTeardownRaisedWarning\n config = pluginmanager.hook.pytest_cmdline_parse(\nImportError while loading conftest '/app/tests/conftest.py'.\ntests/conftest.py:517: in \n @pytest_asyncio.fixture\nE NameError: name 'pytest_asyncio' is not defined\n", + "timestamp": "2025-07-25T12:08:36.423826" }, "end_to_end": { "suite": "end_to_end", "status": "failed", - "return_code": 1, - "duration": 2.01322340965271, - "stdout": "\n================================================================================\nTRAINING SERVICE TEST SESSION STARTING\n================================================================================\n============================= test session starts ==============================\nplatform linux -- Python 3.11.13, pytest-7.4.3, pluggy-1.6.0 -- /usr/local/bin/python\ncachedir: .pytest_cache\nrootdir: /app\nplugins: anyio-3.7.1, mock-3.12.0, asyncio-0.21.1, cov-4.1.0\nasyncio: mode=Mode.STRICT\ncollecting ... 2025-07-25 11:22:46 [INFO] shared.monitoring.logging: Logging configured for training-service at level INFO\ncollected 1 item\n\ntests/test_end_to_end.py::TestTrainingServiceEndToEnd::test_complete_training_workflow_api ERROR\ntests/test_end_to_end.py::TestTrainingServiceEndToEnd::test_complete_training_workflow_api ERROR\n================================================================================\nTRAINING SERVICE TEST SESSION FINISHED\nExit Status: 1\n================================================================================\n\n\n==================================== ERRORS ====================================\n_ ERROR at setup of TestTrainingServiceEndToEnd.test_complete_training_workflow_api _\ntests/test_end_to_end.py:75: in real_bakery_data\n temp = 15 + 12 * np.sin((date.timetuple().tm_yday / 365) * 2 * np.pi)\nE UnboundLocalError: cannot access local variable 'np' where it is not associated with a value\n_ ERROR at teardown of TestTrainingServiceEndToEnd.test_complete_training_workflow_api _\ntests/conftest.py:464: in setup_test_environment\n os.environ.pop(var, None)(scope=\"session\")\nE TypeError: 'str' object is not callable\n=============================== warnings summary ===============================\nshared/config/base.py:280\n /app/shared/config/base.py:280: PydanticDeprecatedSince20: Pydantic V1 style `@validator` validators are deprecated. You should migrate to Pydantic V2 style `@field_validator` validators, see the migration guide for more details. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.5/migration/\n @validator('JWT_SECRET_KEY')\n\nshared/config/base.py:288\n /app/shared/config/base.py:288: PydanticDeprecatedSince20: Pydantic V1 style `@validator` validators are deprecated. You should migrate to Pydantic V2 style `@field_validator` validators, see the migration guide for more details. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.5/migration/\n @validator('LOG_LEVEL')\n\nshared/config/base.py:295\n /app/shared/config/base.py:295: PydanticDeprecatedSince20: Pydantic V1 style `@validator` validators are deprecated. You should migrate to Pydantic V2 style `@field_validator` validators, see the migration guide for more details. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.5/migration/\n @validator('ENVIRONMENT')\n\n../usr/local/lib/python3.11/site-packages/pydantic/_internal/_config.py:268\n /usr/local/lib/python3.11/site-packages/pydantic/_internal/_config.py:268: PydanticDeprecatedSince20: Support for class-based `config` is deprecated, use ConfigDict instead. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.5/migration/\n warnings.warn(DEPRECATION_MESSAGE, DeprecationWarning)\n\napp/schemas/training.py:41\n /app/app/schemas/training.py:41: PydanticDeprecatedSince20: Pydantic V1 style `@validator` validators are deprecated. You should migrate to Pydantic V2 style `@field_validator` validators, see the migration guide for more details. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.5/migration/\n @validator('seasonality_mode')\n\napp/schemas/training.py:106\n /app/app/schemas/training.py:106: PydanticDeprecatedSince20: Pydantic V1 style `@validator` validators are deprecated. You should migrate to Pydantic V2 style `@field_validator` validators, see the migration guide for more details. Deprecated in Pydantic V2.0 to be removed in V3.0. See Pydantic V2 Migration Guide at https://errors.pydantic.dev/2.5/migration/\n @validator('min_data_points')\n\n../usr/local/lib/python3.11/site-packages/pydantic/_internal/_fields.py:149\n /usr/local/lib/python3.11/site-packages/pydantic/_internal/_fields.py:149: UserWarning: Field \"model_id\" has conflict with protected namespace \"model_\".\n \n You may be able to resolve this warning by setting `model_config['protected_namespaces'] = ()`.\n warnings.warn(\n\n../usr/local/lib/python3.11/site-packages/pydantic/_internal/_fields.py:149\n /usr/local/lib/python3.11/site-packages/pydantic/_internal/_fields.py:149: UserWarning: Field \"model_path\" has conflict with protected namespace \"model_\".\n \n You may be able to resolve this warning by setting `model_config['protected_namespaces'] = ()`.\n warnings.warn(\n\n../usr/local/lib/python3.11/site-packages/pydantic/_internal/_fields.py:149\n /usr/local/lib/python3.11/site-packages/pydantic/_internal/_fields.py:149: UserWarning: Field \"model_type\" has conflict with protected namespace \"model_\".\n \n You may be able to resolve this warning by setting `model_config['protected_namespaces'] = ()`.\n warnings.warn(\n\n../usr/local/lib/python3.11/site-packages/pydantic/_internal/_fields.py:149\n /usr/local/lib/python3.11/site-packages/pydantic/_internal/_fields.py:149: UserWarning: Field \"model_info\" has conflict with protected namespace \"model_\".\n \n You may be able to resolve this warning by setting `model_config['protected_namespaces'] = ()`.\n warnings.warn(\n\napp/models/training.py:12\n /app/app/models/training.py:12: MovedIn20Warning: The ``declarative_base()`` function is now available as sqlalchemy.orm.declarative_base(). (deprecated since: 2.0) (Background on SQLAlchemy 2.0 at: https://sqlalche.me/e/b8d9)\n Base = declarative_base()\n\n-- Docs: https://docs.pytest.org/en/stable/how-to/capture-warnings.html\n--------- generated xml file: /app/tests/results/junit_end_to_end.xml ----------\n\n---------- coverage: platform linux, python 3.11.13-final-0 ----------\nName Stmts Miss Cover Missing\n----------------------------------------------------------------\napp/__init__.py 0 0 100%\napp/api/__init__.py 0 0 100%\napp/api/models.py 18 5 72% 29-33\napp/api/training.py 166 132 20% 49-88, 100-124, 134-157, 167-187, 197-232, 244-286, 296-317, 327-347, 358-384, 395-415, 426-472\napp/core/__init__.py 0 0 100%\napp/core/config.py 32 0 100%\napp/core/database.py 115 91 21% 28-36, 45-72, 77-104, 109-165, 175-192, 199-209, 214-233, 238-248\napp/main.py 89 54 39% 39-90, 116-152, 158-168, 193, 203-211, 219-221, 224\napp/ml/__init__.py 0 0 100%\napp/ml/data_processor.py 238 211 11% 44-74, 91-141, 145-167, 171-186, 190-218, 225-285, 292-343, 347-371, 375-385, 389-412, 416-423, 427-444, 448-465, 473-493\napp/ml/prophet_manager.py 162 127 22% 57-116, 133-150, 154-174, 178-215, 219-227, 233-250, 254-284, 296-328, 334-365, 377-378, 382-388, 392-408\napp/ml/trainer.py 127 103 19% 51-99, 122-171, 190-240, 244-260, 268-293, 300-341, 345-365\napp/models/__init__.py 0 0 100%\napp/models/training.py 87 0 100%\napp/schemas/__init__.py 0 0 100%\napp/schemas/training.py 184 6 97% 43-45, 108-110\napp/services/__init__.py 0 0 100%\napp/services/messaging.py 41 20 51% 24-28, 32-33, 38-46, 54, 71-81, 89-97, 105, 121, 137, 155, 172, 189, 206\napp/services/training_service.py 285 249 13% 41-62, 71-94, 102-161, 170-221, 228-241, 249-262, 269-298, 305-360, 376-403, 410-441, 448-475, 479-503, 507-531, 538-593, 601-648, 655-694\n----------------------------------------------------------------\nTOTAL 1544 998 35%\nCoverage HTML written to dir /app/tests/results/coverage_end_to_end_html\nCoverage XML written to file /app/tests/results/coverage_end_to_end.xml\n\n=========================== short test summary info ============================\nERROR tests/test_end_to_end.py::TestTrainingServiceEndToEnd::test_complete_training_workflow_api\nERROR tests/test_end_to_end.py::TestTrainingServiceEndToEnd::test_complete_training_workflow_api\n======================== 11 warnings, 2 errors in 1.45s ========================\n", - "stderr": "", - "timestamp": "2025-07-25T11:22:46.885639" + "return_code": 4, + "duration": 0.5037407875061035, + "stdout": "", + "stderr": "/usr/local/lib/python3.11/site-packages/_pytest/config/__init__.py:331: PluggyTeardownRaisedWarning: A plugin raised an exception during an old-style hookwrapper teardown.\nPlugin: helpconfig, Hook: pytest_cmdline_parse\nConftestImportFailure: NameError: name 'pytest_asyncio' is not defined (from /app/tests/conftest.py)\nFor more information see https://pluggy.readthedocs.io/en/stable/api_reference.html#pluggy.PluggyTeardownRaisedWarning\n config = pluginmanager.hook.pytest_cmdline_parse(\nImportError while loading conftest '/app/tests/conftest.py'.\ntests/conftest.py:517: in \n @pytest_asyncio.fixture\nE NameError: name 'pytest_asyncio' is not defined\n", + "timestamp": "2025-07-25T12:08:36.927703" } }, "recommendations": [ diff --git a/services/training/tests/test_api.py b/services/training/tests/test_api.py index 888f362a..f9b696b6 100644 --- a/services/training/tests/test_api.py +++ b/services/training/tests/test_api.py @@ -29,7 +29,8 @@ class TestTrainingAPI: async def test_readiness_check_ready(self, test_client: AsyncClient): """Test readiness check when service is ready""" # Mock app state as ready - with patch('app.main.app.state.ready', True): + from app.main import app # Add import at top + with patch.object(app.state, 'ready', True, create=True): response = await test_client.get("/health/ready") assert response.status_code == status.HTTP_200_OK @@ -117,7 +118,7 @@ class TestTrainingJobsAPI: "seasonality_mode": "additive" } - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post("/training/jobs", json=request_data) assert response.status_code == status.HTTP_200_OK @@ -136,7 +137,7 @@ class TestTrainingJobsAPI: "min_data_points": 5 # Too low } - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post("/training/jobs", json=request_data) assert response.status_code == status.HTTP_422_UNPROCESSABLE_ENTITY @@ -150,7 +151,7 @@ class TestTrainingJobsAPI: """Test getting status of existing training job""" job_id = training_job_in_db.job_id - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.get(f"/training/jobs/{job_id}/status") assert response.status_code == status.HTTP_200_OK @@ -164,7 +165,7 @@ class TestTrainingJobsAPI: @pytest.mark.asyncio async def test_get_training_status_nonexistent_job(self, test_client: AsyncClient): """Test getting status of non-existent training job""" - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.get("/training/jobs/nonexistent-job/status") assert response.status_code == status.HTTP_404_NOT_FOUND @@ -176,7 +177,7 @@ class TestTrainingJobsAPI: training_job_in_db ): """Test listing training jobs""" - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.get("/training/jobs") assert response.status_code == status.HTTP_200_OK @@ -198,7 +199,7 @@ class TestTrainingJobsAPI: training_job_in_db ): """Test listing training jobs with status filter""" - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.get("/training/jobs?status=pending") assert response.status_code == status.HTTP_200_OK @@ -219,7 +220,7 @@ class TestTrainingJobsAPI: """Test cancelling a training job successfully""" job_id = training_job_in_db.job_id - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post(f"/training/jobs/{job_id}/cancel") assert response.status_code == status.HTTP_200_OK @@ -230,7 +231,7 @@ class TestTrainingJobsAPI: @pytest.mark.asyncio async def test_cancel_nonexistent_job(self, test_client: AsyncClient): """Test cancelling a non-existent training job""" - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post("/training/jobs/nonexistent-job/cancel") assert response.status_code == status.HTTP_404_NOT_FOUND @@ -244,7 +245,7 @@ class TestTrainingJobsAPI: """Test getting training logs""" job_id = training_job_in_db.job_id - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.get(f"/training/jobs/{job_id}/logs") assert response.status_code == status.HTTP_200_OK @@ -267,7 +268,7 @@ class TestTrainingJobsAPI: "min_data_points": 30 } - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post("/training/validate", json=request_data) assert response.status_code == status.HTTP_200_OK @@ -298,7 +299,7 @@ class TestSingleProductTrainingAPI: "seasonality_mode": "additive" } - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post( f"/training/products/{product_name}", json=request_data @@ -320,7 +321,7 @@ class TestSingleProductTrainingAPI: "seasonality_mode": "invalid_mode" # Invalid value } - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post( f"/training/products/{product_name}", json=request_data @@ -343,7 +344,7 @@ class TestSingleProductTrainingAPI: "seasonality_mode": "additive" } - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post( f"/training/products/{product_name}", json=request_data @@ -409,7 +410,7 @@ class TestErrorHandling: "min_data_points": 30 } - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post("/training/jobs", json=request_data) assert response.status_code == status.HTTP_500_INTERNAL_SERVER_ERROR @@ -434,7 +435,7 @@ class TestErrorHandling: """Test handling of invalid job ID format""" invalid_job_id = "invalid-job-id-with-special-chars@#$" - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.get(f"/training/jobs/{invalid_job_id}/status") # Should handle gracefully @@ -454,7 +455,7 @@ class TestErrorHandling: } with patch('app.services.messaging.publish_job_started', side_effect=Exception("Messaging failed")), \ - patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post("/training/jobs", json=request_data) @@ -466,7 +467,7 @@ class TestErrorHandling: @pytest.mark.asyncio async def test_invalid_json_payload(self, test_client: AsyncClient): """Test handling of invalid JSON payload""" - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post( "/training/jobs", content="invalid json {{{", @@ -478,7 +479,7 @@ class TestErrorHandling: @pytest.mark.asyncio async def test_unsupported_content_type(self, test_client: AsyncClient): """Test handling of unsupported content type""" - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post( "/training/jobs", content="some text data", @@ -552,7 +553,7 @@ class TestAPIValidation: "yearly_seasonality": True } - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post("/training/jobs", json=valid_request) assert response.status_code == status.HTTP_200_OK @@ -561,7 +562,7 @@ class TestAPIValidation: invalid_request = valid_request.copy() invalid_request["seasonality_mode"] = "invalid_mode" - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post("/training/jobs", json=invalid_request) assert response.status_code == status.HTTP_422_UNPROCESSABLE_ENTITY @@ -570,7 +571,7 @@ class TestAPIValidation: invalid_request = valid_request.copy() invalid_request["min_data_points"] = 5 # Too low - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post("/training/jobs", json=invalid_request) assert response.status_code == status.HTTP_422_UNPROCESSABLE_ENTITY @@ -588,7 +589,7 @@ class TestAPIValidation: "seasonality_mode": "multiplicative" } - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post( f"/training/products/{product_name}", json=valid_request @@ -597,7 +598,7 @@ class TestAPIValidation: assert response.status_code == status.HTTP_200_OK # Test empty product name - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post( "/training/products/", json=valid_request @@ -609,7 +610,7 @@ class TestAPIValidation: async def test_query_parameter_validation(self, test_client: AsyncClient): """Test query parameter validation""" - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): # Test valid limit parameter response = await test_client.get("/training/jobs?limit=5") assert response.status_code == status.HTTP_200_OK @@ -662,7 +663,7 @@ class TestAPIPerformance: "large_config": {f"key_{i}": f"value_{i}" for i in range(1000)} } - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post("/training/jobs", json=large_request) # Should handle large payload gracefully diff --git a/services/training/tests/test_integration.py b/services/training/tests/test_integration.py index 129aae67..40ea6d98 100644 --- a/services/training/tests/test_integration.py +++ b/services/training/tests/test_integration.py @@ -36,7 +36,7 @@ class TestTrainingWorkflowIntegration: "seasonality_mode": "additive" } - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post("/training/jobs", json=request_data) assert response.status_code == 200 @@ -44,7 +44,7 @@ class TestTrainingWorkflowIntegration: job_id = job_data["job_id"] # Step 2: Check initial status - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.get(f"/training/jobs/{job_id}/status") assert response.status_code == 200 @@ -56,7 +56,7 @@ class TestTrainingWorkflowIntegration: await asyncio.sleep(0.1) # Allow background task to start # Step 4: Check completion status - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.get(f"/training/jobs/{job_id}/status") # The job should exist in database even if not completed yet @@ -80,7 +80,7 @@ class TestTrainingWorkflowIntegration: } # Start single product training - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post( f"/training/products/{product_name}", json=request_data @@ -92,7 +92,7 @@ class TestTrainingWorkflowIntegration: assert f"training started for {product_name}" in job_data["message"].lower() # Check job status - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.get(f"/training/jobs/{job_id}/status") assert response.status_code == 200 @@ -114,7 +114,7 @@ class TestTrainingWorkflowIntegration: } # Validate training data - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post("/training/validate", json=request_data) assert response.status_code == 200 @@ -127,7 +127,7 @@ class TestTrainingWorkflowIntegration: # If validation passes, start actual training if validation_data["is_valid"]: - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post("/training/jobs", json=request_data) assert response.status_code == 200 @@ -144,7 +144,7 @@ class TestTrainingWorkflowIntegration: job_id = training_job_in_db.job_id # Check initial status - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.get(f"/training/jobs/{job_id}/status") assert response.status_code == 200 @@ -152,7 +152,7 @@ class TestTrainingWorkflowIntegration: assert initial_status["status"] == "pending" # Cancel the job - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post(f"/training/jobs/{job_id}/cancel") assert response.status_code == 200 @@ -160,7 +160,7 @@ class TestTrainingWorkflowIntegration: assert "cancelled" in cancel_response["message"].lower() # Verify cancellation - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.get(f"/training/jobs/{job_id}/status") assert response.status_code == 200 @@ -267,7 +267,7 @@ class TestErrorHandlingIntegration: with patch('httpx.AsyncClient') as mock_client: mock_client.return_value.__aenter__.return_value.get.side_effect = Exception("Service unavailable") - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post("/training/jobs", json=request_data) # Should still create job but might fail during execution @@ -289,7 +289,7 @@ class TestErrorHandlingIntegration: # Mock messaging failure with patch('app.services.messaging.publish_job_started', side_effect=Exception("Messaging failed")): - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post("/training/jobs", json=request_data) # Should still succeed even if messaging fails @@ -312,7 +312,7 @@ class TestErrorHandlingIntegration: # Mock ML training failure with patch('app.ml.trainer.BakeryMLTrainer.train_tenant_models', side_effect=Exception("ML training failed")): - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post("/training/jobs", json=request_data) # Job should be created successfully @@ -394,7 +394,7 @@ class TestPerformanceIntegration: # Make many rapid status requests tasks = [] for _ in range(20): - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): task = test_client.get(f"/training/jobs/{job_id}/status") tasks.append(task) @@ -439,7 +439,7 @@ class TestSecurityIntegration: "min_data_points": -5 # Invalid negative value } - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post("/training/jobs", json=invalid_request) assert response.status_code == 422 # Validation error @@ -454,7 +454,7 @@ class TestSecurityIntegration: # Try SQL injection in job ID malicious_job_id = "job'; DROP TABLE model_training_logs; --" - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.get(f"/training/jobs/{malicious_job_id}/status") # Should return 404, not cause database error @@ -801,7 +801,7 @@ class TestBackwardCompatibility: "include_weather": True } - with patch('app.api.training.get_current_tenant_id', return_value="test-tenant"): + with patch('shared.auth.decorators.get_current_tenant_id_dep', return_value="test-tenant"): response = await test_client.post("/training/jobs", json=minimal_request) # Should work with defaults for missing fields diff --git a/services/training/tests/test_ml.py b/services/training/tests/test_ml.py index b50b99b3..a0be98ef 100644 --- a/services/training/tests/test_ml.py +++ b/services/training/tests/test_ml.py @@ -25,13 +25,16 @@ class TestBakeryDataProcessor: @pytest.fixture def sample_sales_data(self): - """Create sample sales data""" - dates = pd.date_range('2024-01-01', periods=60, freq='D') - return pd.DataFrame({ - 'date': dates, - 'product_name': ['Pan Integral'] * 60, - 'quantity': [45 + np.random.randint(-10, 11) for _ in range(60)] - }) + """Provide sufficient data for ML training tests""" + dates = pd.date_range('2024-01-01', periods=35, freq='D') # 35 days > 30 minimum + data = [] + for date in dates: + data.append({ + 'date': date, + 'product_name': 'Pan Integral', # Ensure this column exists + 'quantity': 40 + (5 * np.sin(date.dayofyear / 365 * 2 * np.pi)) # Seasonal pattern + }) + return pd.DataFrame(data) @pytest.fixture def sample_weather_data(self):