subtree(users/wpcarro): docking briefcase at '24f5a642
'
git-subtree-dir: users/wpcarro git-subtree-mainline:464bbcb15c
git-subtree-split:24f5a642af
Change-Id: I6105b3762b79126b3488359c95978cadb3efa789
This commit is contained in:
commit
019f8fd211
766 changed files with 175420 additions and 0 deletions
126
users/wpcarro/scratch/deepmind/part_two/balanced-binary-tree.py
Normal file
126
users/wpcarro/scratch/deepmind/part_two/balanced-binary-tree.py
Normal file
|
@ -0,0 +1,126 @@
|
|||
import unittest
|
||||
from collections import deque
|
||||
|
||||
|
||||
# is_balanced :: Node(a) -> Bool
|
||||
def is_balanced(node):
|
||||
q = deque()
|
||||
q.append((0, node))
|
||||
mn, mx = None, None
|
||||
|
||||
while q:
|
||||
depth, node = q.popleft()
|
||||
# Current node is a leaf node
|
||||
if not node.left and not node.right:
|
||||
mx = depth if mx is None else max(mx, depth)
|
||||
mn = depth if mn is None else min(mn, depth)
|
||||
if mx - mn > 1:
|
||||
return False
|
||||
if node.left:
|
||||
q.append((depth + 1, node.left))
|
||||
if node.right:
|
||||
q.append((depth + 1, node.right))
|
||||
|
||||
return mx - mn <= 1
|
||||
|
||||
|
||||
# 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)
|
Loading…
Add table
Add a link
Reference in a new issue