def test_outliers_iqr(self):
x = np.array([4,5,6,10,12,4,3,1,2,3,23,5,3])
x_filtered = np.array([4,5,6,10,4,3,1,2,3,5,3])
indices = np.delete(np.arange(13), [4, 10])
outliers_indices = np.array([4, 10])
outliers = np.array([12, 23])
test_outliers = so.outliers_iqr(x, ret = 'outliers')
test_outliers_indices = so.outliers_iqr(x, ret = 'outliers_indices')
test_indices = so.outliers_iqr(x, ret = 'indices')
test_filtered = so.outliers_iqr(x, ret = 'filtered')
self.assertTrue(np.all(test_outliers == outliers)\
and np.all(test_outliers_indices == outliers_indices)\
and np.all(test_indices == indices)\
and np.all(test_filtered == x_filtered))
def test_outliers_iqr(self):
x = np.array([4, 5, 6, 10, 12, 4, 3, 1, 2, 3, 23, 5, 3])
correct_results = np.array([12, 23])
test_results = so.outliers_iqr(x, ret='outliers')
self.assertTrue(np.all(test_results == correct_results))