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cleaned test/data directory; updated integration tests
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64 changes: 28 additions & 36 deletions
64
tests/integration/ts_classification/test_ts_classification_basic.py
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Original file line number | Diff line number | Diff line change |
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@@ -1,42 +1,34 @@ | ||
from fedot_ind.core.architecture.settings.computational import backend_methods as np | ||
import pytest | ||
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from fedot_ind.api.main import FedotIndustrial | ||
from fedot_ind.core.architecture.settings.computational import backend_methods as np | ||
from fedot_ind.tools.loader import DataLoader | ||
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GENERATORS = ['signal', 'quantile', 'recurrence', 'topological'] | ||
WINDOWS = [0, 10] | ||
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def generator_window_combinations(): | ||
return [(gen, win) for gen in GENERATORS for win in WINDOWS] | ||
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@pytest.mark.parametrize('strategy, window_size', generator_window_combinations()) | ||
def test_ts_classification(strategy, window_size): | ||
train_data, test_data = DataLoader('Ham').load_data() | ||
industrial = FedotIndustrial(task='ts_classification', | ||
dataset='Ham', | ||
strategy=strategy, | ||
use_cache=False, | ||
timeout=1, | ||
n_jobs=-1, | ||
window_size=window_size, | ||
available_operations=['scaling', 'normalization', 'xgboost', | ||
'rfr', 'rf', 'logit', 'mlp', 'knn', | ||
'lgbm', 'pca'] | ||
) | ||
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model = industrial.fit(features=train_data[0], target=train_data[1]) | ||
labels = industrial.predict(features=test_data[0], | ||
target=test_data[1]) | ||
probs = industrial.predict_proba(features=test_data[0], | ||
target=test_data[1]) | ||
metrics = industrial.get_metrics(target=test_data[1], | ||
metric_names=['f1', 'roc_auc', 'accuracy']) | ||
assert model is not None | ||
assert isinstance(labels, np.ndarray) | ||
assert isinstance(probs, np.ndarray) | ||
assert isinstance(metrics, dict) | ||
assert all([i in metrics.keys() for i in ['f1', 'roc_auc', 'accuracy']]) | ||
@pytest.fixture | ||
def multi_data(): | ||
train_data, test_data = DataLoader(dataset_name='Epilepsy').load_data() | ||
return train_data, test_data | ||
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@pytest.fixture | ||
def uni_data(): | ||
train_data, test_data = DataLoader(dataset_name='Lightning7').load_data() | ||
return train_data, test_data | ||
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@pytest.mark.parametrize('data', [multi_data, uni_data]) | ||
def basic_tsc_test(data): | ||
train_data, test_data = data | ||
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industrial = FedotIndustrial(task='classification', | ||
timeout=2, | ||
n_jobs=-1) | ||
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industrial.fit(train_data) | ||
labels = industrial.predict(test_data) | ||
probs = industrial.predict_proba(test_data) | ||
assert labels is not None | ||
assert probs is not None | ||
assert np.mean(labels) > 0 | ||
assert np.mean(probs) > 0 |
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