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import pytest |
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@pytest.mark.parametrize('train_args', [ |
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([6, 8, 'toroid', 'hexagonal']), |
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# ([12, 12, 'toroid', 'rectangular']) |
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]) |
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8
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def test_somagic_scenario(train_args, somagic, test_dataset, sample_collaped_json): |
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attrs = ('width', 'height', 'type', 'grid_type') |
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som = somagic.map.train(*train_args[:2], maptype=train_args[2], gridtype=train_args[3]) |
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assert som.dataset_name == sample_collaped_json |
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12
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assert all(parameter == getattr(som, attribute) for attribute, parameter in zip(attrs, train_args)) |
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@pytest.fixture |
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def so_magic_instances(): |
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from so_magic import init_so_magic |
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return [init_so_magic(), init_so_magic()] |
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@pytest.mark.parametrize('nb_objects, nb_observers', [ |
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(2, [(1, 1, 1), |
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(1, 1, 1)]), |
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]) |
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def test_somagic_objects(nb_objects, so_magic_instances, nb_observers): |
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assert id(so_magic_instances[0]) != id(so_magic_instances[1]) |
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assert id(so_magic_instances[0]._data_manager) != id(so_magic_instances[1]._data_manager) |
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assert id(so_magic_instances[0]._data_manager.engine) != id(so_magic_instances[1]._data_manager.engine) |
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assert id(so_magic_instances[0]._data_manager.engine.backend) != id(so_magic_instances[1]._data_manager.engine.backend) |
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assert id(so_magic_instances[0]._data_manager.engine.datapoints_manager) != id(so_magic_instances[1]._data_manager.engine.datapoints_manager) |
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assert id(so_magic_instances[0]._data_manager.engine.backend.datapoints_factory) != id(so_magic_instances[1]._data_manager.engine.backend.datapoints_factory) |
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assert id(so_magic_instances[0]._data_manager.engine.backend.datapoints_factory.subject) != id(so_magic_instances[1]._data_manager.engine.backend.datapoints_factory.subject) |
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assert id(so_magic_instances[0]._data_manager.engine.backend.datapoints_factory.subject._observers) != id(so_magic_instances[1]._data_manager.engine.backend.datapoints_factory.subject._observers) |
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assert id(so_magic_instances[0]._data_manager.engine.backend.command_factory) != id(so_magic_instances[1]._data_manager.engine.backend.command_factory) |
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assert so_magic_instances[0]._data_manager.phi_class != so_magic_instances[1]._data_manager.phi_class |
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assert id(so_magic_instances[0]._data_manager.phi_class) != id(so_magic_instances[1]._data_manager.phi_class) |
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assert id(so_magic_instances[0]._data_manager.phi_class.subject) != id(so_magic_instances[1]._data_manager.phi_class.subject) |
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assert id(so_magic_instances[0]._data_manager.phi_class.subject._observers) != id(so_magic_instances[1]._data_manager.phi_class.subject._observers) |
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def test_subscriptions(so_magic_instances): |
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s = so_magic_instances[0] |
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datapoints_fact = s._data_manager.engine.backend.datapoints_factory |
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cmd_fact = s._data_manager.engine.backend.command_factory |
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phi_class = s._data_manager.phi_class |
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nb_observers = (1, 1, 1) |
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subjects = [datapoints_fact.subject, |
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cmd_fact.subject, |
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phi_class.subject |
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] |
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assert datapoints_fact.subject._observers[0] == s._data_manager.engine.datapoints_manager |
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assert cmd_fact.subject._observers[0] == s._data_manager.commands_manager.command.accumulator |
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assert phi_class.subject._observers[0] == s._data_manager.built_phis |
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assert all([len(subject._observers) == column for subject, column in zip(subjects, nb_observers)]) |
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