SIENTIAPDE-1249: Implement data models for Model Manager and add unit tests. This commit introduces data transfer objects (DTOs) and model classes for experiment status, training parameters, and training results, along with corresponding unit tests to ensure their correct behavior.
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tests/laborious/utils/models/test_init.py
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51
tests/laborious/utils/models/test_init.py
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"""Unit tests for models __init__.py module."""
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from model_manager.utils.models import (
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ExperimentStatus,
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TrainModelParams,
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TrainModelResult,
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)
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def test_experiment_status_import():
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"""Test that ExperimentStatus can be imported from models package."""
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assert ExperimentStatus is not None
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assert hasattr(ExperimentStatus, 'MAGE_WAITING_PROC')
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assert hasattr(ExperimentStatus, 'TRAINING_SUCCESS')
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def test_train_model_params_import():
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"""Test that TrainModelParams can be imported from models package."""
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assert TrainModelParams is not None
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assert callable(TrainModelParams)
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def test_train_model_result_import():
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"""Test that TrainModelResult can be imported from models package."""
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assert TrainModelResult is not None
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# Dataclasses have __dataclass_fields__
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assert hasattr(TrainModelResult, '__dataclass_fields__')
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def test_all_exports():
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"""Test that __all__ contains all expected exports."""
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from model_manager.utils.models import __all__
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assert 'ExperimentStatus' in __all__
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assert 'TrainModelParams' in __all__
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assert 'TrainModelResult' in __all__
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assert len(__all__) == 3
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def test_no_extra_exports():
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"""Test that only expected items are exported."""
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import model_manager.utils.models as models_module
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# Get all public attributes (not starting with _)
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public_attrs = [attr for attr in dir(models_module) if not attr.startswith('_')]
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# Should only have the 3 main classes
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expected_public = {'ExperimentStatus', 'TrainModelParams', 'TrainModelResult'}
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# Check that our expected classes are present
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assert expected_public.issubset(set(public_attrs))
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