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import pytest |
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2
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3
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4
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@pytest.mark.parametrize('train_args', [ |
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([10, 10, 'toroid', 'hexagonal']), |
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6
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# ([12, 12, 'toroid', 'rectangular']) |
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7
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]) |
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8
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def test_somagic_scenario(train_args, somagic, sample_collaped_json): |
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9
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somagic.load_data(sample_collaped_json, id='test_data') |
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10
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if not getattr(somagic.dataset, 'feature_vectors', None): |
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11
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cmd = somagic._data_manager.command.select_variables |
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12
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cmd.args = [['type', 'flavours']] |
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13
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cmd.execute() |
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14
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# |
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15
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# cmd = somagic._data_manager.command.encode_nominal_scalar |
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# cmd.args = ['type'] |
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# cmd.execute() |
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# cmd = somagic._dataset_manager.command.select_variables |
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# cmd.args = ['type', 'flavours'] |
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# cmd.execute() |
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# som = somagic.map.train(*train_args[:2]) |
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# |
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# attrs = ('height', 'width', 'type', 'grid_type') |
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# |
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# assert all(hasattr(som.som, x) for x in attrs) |
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28
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29
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@pytest.mark.parametrize('nb_objects, nb_observers', [ |
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30
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(2, [(1, 1, 1), |
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(1, 1, 1)]), |
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32
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]) |
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33
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def test_somagic_objects(nb_objects, nb_observers): |
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from green_magic import init_so_magic |
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so_magic_instances = [init_so_magic() for _ in range(nb_objects)] |
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36
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37
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assert id(so_magic_instances[0]._data_manager.backend) != id(so_magic_instances[1]._data_manager.backend) |
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38
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assert id(so_magic_instances[0]._data_manager.backend.engine) != id(so_magic_instances[1]._data_manager.backend.engine) |
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39
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assert id(so_magic_instances[0]._data_manager.backend.datapoints_manager) != id(so_magic_instances[1]._data_manager.backend.datapoints_manager) |
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40
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41
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assert id(so_magic_instances[0]._data_manager.backend.datapoints_factory) != id(so_magic_instances[1]._data_manager.backend.datapoints_factory) |
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42
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assert id(so_magic_instances[0]._data_manager.backend.datapoints_factory.subject) != id(so_magic_instances[1]._data_manager.backend.datapoints_factory.subject) |
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43
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assert id(so_magic_instances[0]._data_manager.backend.datapoints_factory.subject._observers) != id(so_magic_instances[1]._data_manager.backend.datapoints_factory.subject._observers) |
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44
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45
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assert id(so_magic_instances[0]._data_manager.backend.engine.command_factory) != id(so_magic_instances[1]._data_manager.backend.engine.command_factory) |
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46
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47
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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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48
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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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49
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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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50
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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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51
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52
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for i, s in enumerate(so_magic_instances): |
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53
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datapoints_fact = s._data_manager.backend.datapoints_factory |
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cmd_fact = s._data_manager.backend.engine.command_factory |
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phi_class = s._data_manager.phi_class |
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56
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57
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subjects = [datapoints_fact.subject, |
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58
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cmd_fact, |
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59
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phi_class.subject |
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60
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] |
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61
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assert len(set([id(x._observers) for x in subjects])) == len(subjects) |
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62
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63
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assert datapoints_fact.subject._observers[0] == s._data_manager.backend.datapoints_manager |
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64
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assert cmd_fact._observers[0] == s._data_manager.commands_manager.command.accumulator |
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65
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assert phi_class.subject._observers[0] == s._data_manager.built_phis |
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66
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assert all([len(subject._observers) == column for subject, column in zip(subjects, nb_observers[i])]) |
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67
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boromir674 /
so-magic
