def METHOD_NAME():
    array_1 = np.array([[3, 9], [5, 1], [2, 5]]).astype('float32')
    array_2 = np.array([[1, 5], [3, 6], [4, 9]]).astype('float32')
    results = FeatureExtractionMixin.cdist(array_1=array_1, array_2=array_2).astype('int')
    assert np.array_equal(results, np.array([[4, 3, 1], [5, 5, 8], [1, 1, 4]]))