"""
Author : Alexander Pantyukhin
Date : November 7, 2022
Task:
You are given a tree root of a binary tree with n nodes, where each node has
node.data coins. There are exactly n coins in whole tree.
In one move, we may choose two adjacent nodes and move one coin from one node
to another. A move may be from parent to child, or from child to parent.
Return the minimum number of moves required to make every node have exactly one coin.
Example 1:
3
/ \
0 0
Result: 2
Example 2:
0
/ \
3 0
Result 3
leetcode: https://leetcode.com/problems/distribute-coins-in-binary-tree/
Implementation notes:
User depth-first search approach.
Let n is the number of nodes in tree
Runtime: O(n)
Space: O(1)
"""
from __future__ import annotations
from dataclasses import dataclass
from typing import NamedTuple
@dataclass
class TreeNode:
data: int
left: TreeNode | None = None
right: TreeNode | None = None
class CoinsDistribResult(NamedTuple):
moves: int
excess: int
def distribute_coins(root: TreeNode | None) -> int:
"""
>>> distribute_coins(TreeNode(3, TreeNode(0), TreeNode(0)))
2
>>> distribute_coins(TreeNode(0, TreeNode(3), TreeNode(0)))
3
>>> distribute_coins(TreeNode(0, TreeNode(0), TreeNode(3)))
3
>>> distribute_coins(None)
0
>>> distribute_coins(TreeNode(0, TreeNode(0), TreeNode(0)))
Traceback (most recent call last):
...
ValueError: The nodes number should be same as the number of coins
>>> distribute_coins(TreeNode(0, TreeNode(1), TreeNode(1)))
Traceback (most recent call last):
...
ValueError: The nodes number should be same as the number of coins
"""
if root is None:
return 0
def count_nodes(node: TreeNode | None) -> int:
"""
>>> count_nodes(None)
0
"""
if node is None:
return 0
return count_nodes(node.left) + count_nodes(node.right) + 1
def count_coins(node: TreeNode | None) -> int:
"""
>>> count_coins(None)
0
"""
if node is None:
return 0
return count_coins(node.left) + count_coins(node.right) + node.data
if count_nodes(root) != count_coins(root):
raise ValueError("The nodes number should be same as the number of coins")
def get_distrib(node: TreeNode | None) -> CoinsDistribResult:
"""
>>> get_distrib(None)
namedtuple("CoinsDistribResult", "0 2")
"""
if node is None:
return CoinsDistribResult(0, 1)
left_distrib_moves, left_distrib_excess = get_distrib(node.left)
right_distrib_moves, right_distrib_excess = get_distrib(node.right)
coins_to_left = 1 - left_distrib_excess
coins_to_right = 1 - right_distrib_excess
result_moves = (
left_distrib_moves
+ right_distrib_moves
+ abs(coins_to_left)
+ abs(coins_to_right)
)
result_excess = node.data - coins_to_left - coins_to_right
return CoinsDistribResult(result_moves, result_excess)
return get_distrib(root)[0]
if __name__ == "__main__":
import doctest
doctest.testmod()