import unittest from itertools import combinations def balanced(xs): """Return True if `xs` contains no two values that differ by more than one.""" if len(xs) == 0 or len(xs) == 1: return True if len(xs) == 2: return math.abs(xs[0] - xs[1]) <= 1 else: pass def is_leaf(node): return node.left is None and node.right is None def is_balanced(tree_root): """Returns True if the difference between the depths of any two leaf nodes does not exceed 1.""" depths = set() populate_depths(tree_root, 0, depths) # cartesian product - only the top half for diff in set(abs(a - b) for a, b in combinations(depths, 2)): if diff > 1: return False return True def populate_depths(node, depth, depths): if is_leaf(node): depths.add(depth) else: if node.left is not None: populate_depths(node.left, depth + 1, depths) if node.right is not None: populate_depths(node.right, depth + 1, depths) ################################################################################ # Tests ################################################################################ class Test(unittest.TestCase): class BinaryTreeNode(object): def __init__(self, value): self.value = value self.left = None self.right = None def insert_left(self, value): self.left = Test.BinaryTreeNode(value) return self.left def insert_right(self, value): self.right = Test.BinaryTreeNode(value) return self.right def test_full_tree(self): tree = Test.BinaryTreeNode(5) left = tree.insert_left(8) right = tree.insert_right(6) left.insert_left(1) left.insert_right(2) right.insert_left(3) right.insert_right(4) result = is_balanced(tree) self.assertTrue(result) def test_both_leaves_at_the_same_depth(self): tree = Test.BinaryTreeNode(3) left = tree.insert_left(4) right = tree.insert_right(2) left.insert_left(1) right.insert_right(9) result = is_balanced(tree) self.assertTrue(result) def test_leaf_heights_differ_by_one(self): tree = Test.BinaryTreeNode(6) left = tree.insert_left(1) right = tree.insert_right(0) right.insert_right(7) result = is_balanced(tree) self.assertTrue(result) def test_leaf_heights_differ_by_two(self): tree = Test.BinaryTreeNode(6) left = tree.insert_left(1) right = tree.insert_right(0) right_right = right.insert_right(7) right_right.insert_right(8) result = is_balanced(tree) self.assertFalse(result) def test_three_leaves_total(self): tree = Test.BinaryTreeNode(1) left = tree.insert_left(5) right = tree.insert_right(9) right.insert_left(8) right.insert_right(5) result = is_balanced(tree) self.assertTrue(result) def test_both_subtrees_superbalanced(self): tree = Test.BinaryTreeNode(1) left = tree.insert_left(5) right = tree.insert_right(9) right_left = right.insert_left(8) right.insert_right(5) right_left.insert_left(7) result = is_balanced(tree) self.assertFalse(result) def test_both_subtrees_superbalanced_two(self): tree = Test.BinaryTreeNode(1) left = tree.insert_left(2) right = tree.insert_right(4) left.insert_left(3) left_right = left.insert_right(7) left_right.insert_right(8) right_right = right.insert_right(5) right_right_right = right_right.insert_right(6) right_right_right.insert_right(9) result = is_balanced(tree) self.assertFalse(result) def test_only_one_node(self): tree = Test.BinaryTreeNode(1) result = is_balanced(tree) self.assertTrue(result) def test_linked_list_tree(self): tree = Test.BinaryTreeNode(1) right = tree.insert_right(2) right_right = right.insert_right(3) right_right.insert_right(4) result = is_balanced(tree) self.assertTrue(result) unittest.main(verbosity=2)