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import os |
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2
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import pytest |
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3
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4
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5
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my_dir = os.path.dirname(os.path.realpath(__file__)) |
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6
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7
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####### Files and folders |
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8
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@pytest.fixture |
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9
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def tests_root_dir(): |
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10
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return my_dir |
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11
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12
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@pytest.fixture |
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13
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def tests_data_root(tests_root_dir): |
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14
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return os.path.join(tests_root_dir, 'dts') |
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15
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16
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17
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@pytest.fixture |
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18
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def sample_json(tests_data_root): |
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19
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return os.path.join(tests_data_root, 'sample-strains.jl') |
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20
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21
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@pytest.fixture |
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22
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def sample_collaped_json(tests_data_root): |
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23
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return os.path.join(tests_data_root, 'sample-strains-colapsed.jl') |
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24
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25
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26
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@pytest.fixture() |
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def test_json_data(sample_json): |
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return { |
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'file_path': sample_json, |
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'nb_lines': 100, |
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'attributes': {'flavors', 'name', 'medical', 'description', 'image_urls', 'parents', 'negatives', 'grow_info', '_id', 'type', 'image_paths', 'effects'}, |
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} |
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33
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34
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35
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@pytest.fixture |
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36
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def data_manager(): |
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from green_magic.data import data_manager |
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39
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datapoints_fact = data_manager.backend.engine.__class__.datapoints_factory |
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40
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cmd_fact = data_manager.backend.engine.command_factory |
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41
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42
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# test 1 |
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from green_magic.data.dataset import DatapointsFactory |
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from green_magic.data.command_factories import MagicCommandFactory |
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45
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from green_magic.data.features.phi import PhiFunction |
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assert isinstance(datapoints_fact, DatapointsFactory) |
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assert isinstance(cmd_fact, MagicCommandFactory) |
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48
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49
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subjects = [datapoints_fact.subject, cmd_fact, PhiFunction.subject] |
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50
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assert len(set([id(x._observers) for x in subjects])) == len(subjects) |
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51
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52
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assert datapoints_fact.subject._observers[0] == data_manager.backend.datapoints_manager |
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53
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assert cmd_fact._observers[0] == data_manager.commands_manager.command.accumulator |
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54
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assert PhiFunction.subject._observers[0] == data_manager.built_phis |
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55
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56
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assert all(len(x._observers) == 1 for x in subjects) |
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57
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58
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return data_manager |
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59
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60
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61
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@pytest.fixture |
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62
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def test_engine(data_manager): |
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63
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from green_magic.data.backend import DataEngine |
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64
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from green_magic.data.backend.panda_handling.df_backend import PDTabularIterator, PDTabularRetriever, PDTabularMutator |
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DataEngine.new('test_pd') |
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DataEngine.test_pd.retriever = PDTabularRetriever |
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DataEngine.test_pd.iterator = PDTabularIterator |
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68
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DataEngine.test_pd.mutator = PDTabularMutator |
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69
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subjects = [ |
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70
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data_manager.backend.engine.__class__.datapoints_factory.subject, |
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71
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DataEngine.test_pd.command_factory, |
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72
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] |
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73
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for s in subjects: |
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for o in s._observers: |
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s.detach(o) |
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76
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77
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subjects[0].attach(data_manager.backend.datapoints_manager) |
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78
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subjects[1].attach(data_manager.commands_manager.command.accumulator) |
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79
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80
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assert all([len(x) == 1 for x in ( |
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81
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data_manager.backend.engine.__class__.datapoints_factory.subject._observers, |
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82
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DataEngine.test_pd.command_factory._observers, |
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83
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)]) |
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84
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return DataEngine.test_pd |
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85
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86
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87
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@pytest.fixture |
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88
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def define_observations_command(test_engine): |
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89
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import pandas as pd |
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90
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@test_engine.dec() |
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91
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def observations(file_path): |
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92
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return pd.read_json(file_path, lines=True) |
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93
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assert 'observations' in test_engine.registry |
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assert len(test_engine.registry) == 1 |
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95
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96
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97
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@pytest.fixture |
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98
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def datapoints(data_manager, define_observations_command, test_json_data): |
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99
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cmd = data_manager.command.observations |
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100
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cmd.args = [test_json_data['file_path']] |
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101
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102
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from green_magic.utils.commands import Invoker, CommandHistory |
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103
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104
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inv = Invoker(CommandHistory()) |
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105
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inv.execute_command(cmd) |
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106
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return data_manager.backend.datapoints_manager.datapoints |
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107
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108
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# Helpers |
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109
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@pytest.fixture |
|
110
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def factories(): |
|
111
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def factories_dict(data_manager_instance): |
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112
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return {'cmd': DataEngine.test_pd.command_factory} |
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boromir674 /
so-magic
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