def test_valid_label_vector(self):
label_vector = [
[("A", 4)],
[("B", 4), ("C", 3)],
[("D", 2), ("E", 1), ("F", 1)],
[("G", 4.3), ("H", 1)]
]
self.assertTrue(utils.is_structured_label_vector(label_vector))
self.assertEquals(label_vector, utils.parse_label_vector(label_vector))
def test_fail_input_empty_iterables(self):
self.assertFalse(utils.is_structured_label_vector(()))
self.assertFalse(utils.is_structured_label_vector(set()))
self.assertFalse(utils.is_structured_label_vector([]))
self.assertFalse(utils.is_structured_label_vector({}))
def test_fail_input_float(self):
self.assertFalse(utils.is_structured_label_vector(0.0))
def test_fail_input_bool(self):
self.assertFalse(utils.is_structured_label_vector(True))
self.assertFalse(utils.is_structured_label_vector(False))
def test_fail_input_none(self):
self.assertFalse(utils.is_structured_label_vector(None))
def test_fail_input_string(self):
self.assertFalse(utils.is_structured_label_vector(""))
def test_fail_input_string(self):
self.assertFalse(utils.is_structured_label_vector(""))
def test_valid_input_term_float_power(self):
self.assertTrue(utils.is_structured_label_vector([[("A", 1.0)]]))
def test_valid_input_term_float_power(self):
self.assertTrue(utils.is_structured_label_vector([[("A", 1.0)]]))
def test_failed_input_term_lengths(self):
self.assertFalse(utils.is_structured_label_vector([[("A", 0, 1)]]))
self.assertFalse(utils.is_structured_label_vector(
[[("A", 1)], [("B", 0, 1)]]))
def test_fail_input_nested_empty_iterables(self):
self.assertFalse(utils.is_structured_label_vector([{}]))
self.assertFalse(utils.is_structured_label_vector([()]))
self.assertFalse(utils.is_structured_label_vector([[()]]))
def test_fail_input_empty_iterables(self):
self.assertFalse(utils.is_structured_label_vector(()))
self.assertFalse(utils.is_structured_label_vector(set()))
self.assertFalse(utils.is_structured_label_vector([]))
self.assertFalse(utils.is_structured_label_vector({}))
def test_fail_input_float(self):
self.assertFalse(utils.is_structured_label_vector(0.0))
def test_fail_input_bool(self):
self.assertFalse(utils.is_structured_label_vector(True))
self.assertFalse(utils.is_structured_label_vector(False))
def test_fail_input_none(self):
self.assertFalse(utils.is_structured_label_vector(None))
def test_fail_input_nested_empty_iterables(self):
self.assertFalse(utils.is_structured_label_vector([{}]))
self.assertFalse(utils.is_structured_label_vector([()]))
self.assertFalse(utils.is_structured_label_vector([[()]]))
def test_failed_input_term_lengths(self):
self.assertFalse(utils.is_structured_label_vector([[("A", 0, 1)]]))
self.assertFalse(
utils.is_structured_label_vector([[("A", 1)], [("B", 0, 1)]]))
def test_valid_input_term_form(self):
self.assertFalse(utils.is_structured_label_vector([[(1, "A")]]))
def test_valid_input_term_form(self):
self.assertFalse(utils.is_structured_label_vector([[(1, "A")]]))
def test_valid_label_vector(self):
label_vector = [[("A", 4)], [("B", 4), ("C", 3)],
[("D", 2), ("E", 1), ("F", 1)], [("G", 4.3), ("H", 1)]]
self.assertTrue(utils.is_structured_label_vector(label_vector))
self.assertEquals(label_vector, utils.parse_label_vector(label_vector))