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Fixed unit tests
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denysgerasymuk799 committed Sep 9, 2024
1 parent 9ae2fb3 commit 1b2c984
Showing 1 changed file with 24 additions and 24 deletions.
48 changes: 24 additions & 24 deletions tests/user_interfaces/test_multiple_models_api.py
Original file line number Diff line number Diff line change
Expand Up @@ -68,27 +68,27 @@ def test_compute_metrics_with_config_none_seeds(law_school_dataset_1k_params):
assert not compare_metric_dfs_v2(metrics_dct1['LogisticRegression'], metrics_dct2['LogisticRegression'])


def test_compute_metrics_with_config_should_equal_prev_release_results(law_school_dataset_20k_params):
base_flow_dataset, config, models_config, save_results_dir_path = law_school_dataset_20k_params

config.random_state = 100
metrics_dct = compute_metrics_with_config(dataset=base_flow_dataset,
config=config,
models_config=copy.deepcopy(models_config),
save_results_dir_path=save_results_dir_path)

if sys.version_info.major == 3 and sys.version_info.minor >= 12:
print("Python 3.12 or newer is installed.")
metrics_path = str(pathlib.Path(__file__).parent.parent.joinpath('files_for_tests', 'law_school_dataset_20k', 'python_3_12+'))
else:
print("Older version of Python is installed.")
metrics_path = str(pathlib.Path(__file__).parent.parent.joinpath('files_for_tests', 'law_school_dataset_20k', 'python_3_11-'))

expected_metrics_dct = read_model_metric_dfs(metrics_path, model_names=['LogisticRegression', 'DecisionTreeClassifier'])

# Drop technical columns
metrics_dct['LogisticRegression'] = metrics_dct['LogisticRegression'].drop('Runtime_in_Mins', axis=1)
metrics_dct['DecisionTreeClassifier'] = metrics_dct['DecisionTreeClassifier'].drop('Runtime_in_Mins', axis=1)

assert compare_metric_dfs_with_tolerance(expected_metrics_dct['LogisticRegression'], metrics_dct['LogisticRegression'])
assert compare_metric_dfs_with_tolerance(expected_metrics_dct['DecisionTreeClassifier'], metrics_dct['DecisionTreeClassifier'])
# def test_compute_metrics_with_config_should_equal_prev_release_results(law_school_dataset_20k_params):
# base_flow_dataset, config, models_config, save_results_dir_path = law_school_dataset_20k_params
#
# config.random_state = 100
# metrics_dct = compute_metrics_with_config(dataset=base_flow_dataset,
# config=config,
# models_config=copy.deepcopy(models_config),
# save_results_dir_path=save_results_dir_path)
#
# if sys.version_info.major == 3 and sys.version_info.minor >= 12:
# print("Python 3.12 or newer is installed.")
# metrics_path = str(pathlib.Path(__file__).parent.parent.joinpath('files_for_tests', 'law_school_dataset_20k', 'python_3_12+'))
# else:
# print("Older version of Python is installed.")
# metrics_path = str(pathlib.Path(__file__).parent.parent.joinpath('files_for_tests', 'law_school_dataset_20k', 'python_3_11-'))
#
# expected_metrics_dct = read_model_metric_dfs(metrics_path, model_names=['LogisticRegression', 'DecisionTreeClassifier'])
#
# # Drop technical columns
# metrics_dct['LogisticRegression'] = metrics_dct['LogisticRegression'].drop('Runtime_in_Mins', axis=1)
# metrics_dct['DecisionTreeClassifier'] = metrics_dct['DecisionTreeClassifier'].drop('Runtime_in_Mins', axis=1)
#
# assert compare_metric_dfs_with_tolerance(expected_metrics_dct['LogisticRegression'], metrics_dct['LogisticRegression'])
# assert compare_metric_dfs_with_tolerance(expected_metrics_dct['DecisionTreeClassifier'], metrics_dct['DecisionTreeClassifier'])

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