def test_parse_input_big(self):
parsed_file = [
'5',
'1',
'5',
'7',
'2',
'9',
]
parsed_input = parse_input(parsed_file)
self.assertIsInstance(parsed_input['num_nodes'], int)
self.assertEqual(parsed_input['num_nodes'], 5)
self.assertIsInstance(parsed_input['nodes'], list)
self.assertIsInstance(parsed_input['nodes'][0], tuple)
self.assertTrue(len(parsed_input['nodes'][0]), 2)
self.assertIsInstance(parsed_input['nodes'][0][0], int)
self.assertIsInstance(parsed_input['nodes'][0][1], Node)
self.assertEqual(len(parsed_input['nodes']), len(parsed_file) - 1)
expected = [
(1, Node(weight=1, idx=1)),
(2, Node(weight=2, idx=4)),
(5, Node(weight=5, idx=2)),
(7, Node(weight=7, idx=3)),
(9, Node(weight=9, idx=5)),
]
for idx, node_pair in enumerate(expected):
expected_weight, expected_node = node_pair
heapq.heapify(parsed_input['nodes'])
test_node_weight, test_node = heapq.heappop(parsed_input['nodes'])
self.assertEqual(expected_weight, test_node_weight)
self.assertEqual(test_node.idx, expected_node.idx)
self.assertEqual(test_node.weight, expected_node.weight)
def test_huffman_min_max_example_2(self):
parsed_file = [
15,
895,
121,
188,
953,
378,
849,
153,
579,
144,
727,
589,
301,
442,
327,
930,
]
parsed_input = parse_input(parsed_file)
root_node = encode_huffman(parsed_input)
min_code_length = get_huffman_min_max_code_length(root_node)
self.assertEqual(min_code_length, 3)
max_code_length = get_huffman_min_max_code_length(root_node, min=False)
self.assertEqual(max_code_length, 6)
def test_encode_huffman(self):
parsed_file = parse_file(TEST_INPUT_FILE)
parsed_input = parse_input(parsed_file)
root_node = encode_huffman(parsed_input)
self.assertEqual(root_node.left.idx, None)
self.assertEqual(root_node.left.weight, 15)
self.assertEqual(root_node.left.depth, 1)
self.assertEqual(root_node.right.idx, 5)
self.assertEqual(root_node.right.weight, 9)
self.assertEqual(root_node.right.depth, 1)
def test_parse_input(self):
parsed_file = parse_file(TEST_INPUT_FILE)
parsed_input = parse_input(parsed_file)
self.assertIsInstance(parsed_input['num_nodes'], int)
self.assertIsInstance(parsed_input['nodes'], list)
self.assertIsInstance(parsed_input['nodes'][0], tuple)
self.assertTrue(len(parsed_input['nodes'][0]), 2)
self.assertIsInstance(parsed_input['nodes'][0][0], int)
self.assertIsInstance(parsed_input['nodes'][0][1], Node)
self.assertEqual(parsed_input['nodes'][0][0], 1)
self.assertEqual(parsed_input['nodes'][0][1].weight, 1)
self.assertEqual(parsed_input['nodes'][0][1].idx, 1)
self.assertEqual(len(parsed_input['nodes']), len(parsed_file) - 1)
def test_get_huffman_max_code_length(self):
parsed_file = [
'5',
'1',
'5',
'7',
'2',
'9',
]
parsed_input = parse_input(parsed_file)
root_node = encode_huffman(parsed_input)
max_code_length = get_huffman_min_max_code_length(root_node, min=False)
self.assertEqual(max_code_length, 4)
def test_huffman_min_max_example_1(self):
parsed_file = [
10,
37,
59,
43,
27,
30,
96,
96,
71,
8,
76,
]
parsed_input = parse_input(parsed_file)
root_node = encode_huffman(parsed_input)
min_code_length = get_huffman_min_max_code_length(root_node)
self.assertEqual(min_code_length, 2)
max_code_length = get_huffman_min_max_code_length(root_node, min=False)
self.assertEqual(max_code_length, 5)
def test_encode_big_huffman(self):
parsed_file = [
'5',
'1',
'5',
'7',
'2',
'9',
]
expected_tree = Node(
weight=24,
left=Node(
weight=15,
left=Node(
weight=8,
left=Node(weight=5, idx=2),
right=Node(
weight=3,
left=Node(weight=2, idx=4),
right=Node(weight=1, idx=1),
),
),
right=Node(weight=7, idx=3),
),
right=Node(weight=9, idx=4),
)
parsed_input = parse_input(parsed_file)
node = encode_huffman(parsed_input)
q = deque([(node, expected_tree)])
while q:
node, expected_node = q.popleft()
if node.left or node.right:
if node.left:
q.append((node.left, expected_node.left))
if node.right:
q.append((node.right, expected_node.right))
for node_pair in q:
returned_node, expected_node = node_pair[0], node_pair[1]
self.assertIsInstance(returned_node, expected_node)
self.assertEqual(returned_node.weight, expected_node.weight)
self.assertEqual(returned_node.idx, expected_node.idx)
self.assertIsInstance(returned_node.left, (Node, None))
self.assertIsInstance(returned_node.right, (Node, None))
if returned_node.idx:
self.assertIsNone(returned_node.left)
self.assertIsNone(returned_node.right)
if returned_node.left is None and returned_node.right is None:
self.assertIsNone(returned_node.idx)
if returned_node.idx == 24:
self.assertEqual(returned_node.left.weight, 15)
self.assertEqual(returned_node.right.weight, 9)
elif returned_node.idx == 15:
self.assertEqual(returned_node.left.weight, 8)
self.assertEqual(returned_node.right.weight, 8)
self.assertEqual(returned_node.parent.weight, 24)
elif returned_node.idx == 8:
self.assertEqual(returned_node.left.weight, 5)
self.assertEqual(returned_node.right.weight, 3)
self.assertEqual(returned_node.parent.weight, 15)
elif returned_node.idx == 3:
self.assertEqual(returned_node.left.weight, 2)
self.assertEqual(returned_node.right.weight, 1)
self.assertEqual(returned_node.parent.weight, 8)