tests.core package

Subpackages

• tests.core.features package
  • Submodules
  • tests.core.features.test_feature_length module
    • test_calculate_length_array()
    • test_calculate_length_dataframe()
    • test_calculate_length_empty_array()
    • test_calculate_length_empty_series()
    • test_calculate_length_series()
  • tests.core.features.test_feature_mean module
    • test_calculate_mean()
    • test_calculate_mean_empty_series()
    • test_calculate_mean_negative_values()
    • test_calculate_mean_numpy_array()
  • tests.core.features.test_feature_peak module
    • test_calculate_peak()
    • test_calculate_peak_empty_series()
    • test_calculate_peak_numpy_array()
    • test_calculate_peak_with_negative_values()
    • test_calculate_peak_with_out_of_range_indices()
    • test_calculate_peak_with_start_and_end()
    • test_calculate_peak_with_start_greater_than_end()
  • tests.core.features.test_feature_spikeness module
    • test_spikeness_empty_series()
    • test_spikeness_negative_skew()
    • test_spikeness_no_skew()
    • test_spikeness_numpy_array()
    • test_spikeness_positive_skew()
    • test_spikeness_with_nan_values()
  • tests.core.features.test_feature_std_1st_der module
    • test_calculate_std_1st_derivative_constant_series()
    • test_calculate_std_1st_derivative_linear_series()
    • test_calculate_std_1st_derivative_numpy_array()
    • test_calculate_std_1st_derivative_varying_series()
  • tests.core.features.test_feature_trough module
    • test_calculate_trough()
    • test_calculate_trough_empty_series()
    • test_calculate_trough_numpy_array()
    • test_calculate_trough_with_negative_values()
    • test_calculate_trough_with_out_of_range_indices()
    • test_calculate_trough_with_start_and_end()
    • test_calculate_trough_with_start_greater_than_end()
  • tests.core.features.test_feature_variance module
    • test_calculate_variance()
    • test_calculate_variance_empty_series()
    • test_calculate_variance_negative_values()
    • test_calculate_variance_numpy_array()
    • test_calculate_variance_with_ddof_0()
    • test_calculate_variance_with_identical_values()
    • test_calculate_variance_with_single_value()
  • tests.core.features.test_histogram_dominant module
    • test_calculate_dominant_basic()
    • test_calculate_dominant_bins_parameter()
    • test_calculate_dominant_empty_series()
    • test_calculate_dominant_multiple_modes()
    • test_calculate_dominant_negative_values()
    • test_calculate_dominant_numpy_array()
  • tests.core.features.test_seasonality_strength module
    • test_calculate_seasonality_strength_empty_series()
    • test_calculate_seasonality_strength_insufficient_data()
    • test_calculate_seasonality_strength_no_seasonality()
    • test_calculate_seasonality_strength_numpy_array()
    • test_calculate_seasonality_strength_strong_seasonality()
    • test_calculate_seasonality_strength_weak_seasonality()
    • test_calculate_seasonality_strength_with_long_periodicity()
    • test_calculate_seasonality_strength_with_short_periodicity()
  • tests.core.features.test_trend_strength module
    • test_calculate_trend_strength_decreasing()
    • test_calculate_trend_strength_empty_series()
    • test_calculate_trend_strength_increasing()
    • test_calculate_trend_strength_insufficient_data()
    • test_calculate_trend_strength_no_trend()
    • test_calculate_trend_strength_numpy_array()
    • test_calculate_trend_strength_random_data()
  • Module contents

Submodules

tests.core.test_feature_extractor module

tests.core.test_feature_extractor.test_extract_absolute_energy_feature()

Test that FeatureExtractor correctly extracts the ‘absolute_energy’ feature.

tests.core.test_feature_extractor.test_extract_entropy_feature()

Test that FeatureExtractor correctly extracts the ‘entropy’ feature.

tests.core.test_feature_extractor.test_extract_length_feature()

Test that FeatureExtractor correctly extracts the ‘length’ feature.

tests.core.test_feature_extractor.test_extract_mean_feature()

Test that FeatureExtractor correctly extracts the ‘mean’ feature.

tests.core.test_feature_extractor.test_extract_missing_points_feature()

Test that FeatureExtractor correctly extracts the ‘missing_points’ feature.

tests.core.test_feature_extractor.test_extract_peak_and_trough_features()

Test that FeatureExtractor correctly extracts the ‘peak’ and ‘trough’ features.

tests.core.test_feature_extractor.test_extract_seasonality_strength_feature()

Test that FeatureExtractor correctly extracts the ‘seasonality_strength’ feature.

tests.core.test_feature_extractor.test_extract_spikeness_feature()

Test that FeatureExtractor correctly extracts the ‘spikeness’ feature.

tests.core.test_feature_extractor.test_extract_stability_features()

Test that FeatureExtractor correctly extracts the ‘peak’ and ‘trough’ features.

tests.core.test_feature_extractor.test_extract_std_1st_der_feature()

Test that FeatureExtractor correctly extracts the ‘std_1st_der’ feature.

tests.core.test_feature_extractor.test_extract_variance_feature()

Test that FeatureExtractor correctly extracts the ‘variance’ feature.

tests.core.test_feature_extractor.test_extract_with_id_column()

Test that FeatureExtractor groups data by id_column before feature extraction.

tests.core.test_feature_extractor.test_extract_with_sort_column()

Test that FeatureExtractor sorts data by sort_column before feature extraction.

tests.core.test_feature_extractor.test_extract_with_window_size_and_stride()

Test that FeatureExtractor correctly applies window_size and stride.

tests.core.test_time_series_data module

tests.core.test_time_series_data.test_time_series_initialization()

Test the initialization of TimeSeriesData with a pandas Series.

tests.core.test_time_series_data.test_time_series_resample()

Test the resampling of TimeSeriesData with a datetime index.

tests.core.test_time_series_data.test_time_series_split()

Test the split functionality of TimeSeriesData.

Module contents