def build_from_time(subject_id, valid_epochs):
# circadian_feature = TimeBasedFeatureService.build_circadian_model(subject_id, valid_epochs)
cosine_feature = TimeBasedFeatureService.build_cosine(valid_epochs)
time_feature = TimeBasedFeatureService.build_time(valid_epochs)
# TimeBasedFeatureService.write_circadian_model(subject_id, circadian_feature)
TimeBasedFeatureService.write_cosine(subject_id, cosine_feature)
TimeBasedFeatureService.write_time(subject_id, time_feature)
def test_write_time(self, mock_np):
feature_to_write = np.array([1, 2, 3, 4])
subject_id = "subjectA"
TimeBasedFeatureService.write_time(subject_id, feature_to_write)
mock_np.savetxt.assert_called_once_with(
TimeBasedFeatureService.get_path_for_time(subject_id),
feature_to_write,
fmt='%f')
def build_from_time(subject_id, valid_epochs):
if Constants.INCLUDE_CIRCADIAN:
circadian_feature = TimeBasedFeatureService.build_circadian_model(
subject_id, valid_epochs)
TimeBasedFeatureService.write_circadian_model(
subject_id, circadian_feature)
cosine_feature = TimeBasedFeatureService.build_cosine(valid_epochs)
time_feature = TimeBasedFeatureService.build_time(valid_epochs)
TimeBasedFeatureService.write_cosine(subject_id, cosine_feature)
TimeBasedFeatureService.write_time(subject_id, time_feature)