在刷题过程中遇到了哈夫曼编码,所以就去看了看哈夫曼树,哈哈哈,发现了一个超级棒的漫画式的博客:https://baijiahao.baidu.com/s?id=1663514710675419737&wfr=spider&for=pc ,看起来超有趣,然后自己尝试着写了写实现哈夫曼树的代码,有不对的地方希望大家多多指正哈~~~
这里面的结点权重是已经排好序的,如果么有排序的话,可以使用快排等方法先排好序再实现哈夫曼树。
# Definition for a binary tree node.
class TreeNode:
def __init__(self, x):
self.val = x
self.left = None
self.right = None
class Solution:
def __init__(self):
self.cur_tree = None
def huffmantree(self, weights, forest):
while len(weights) > 1:
tree = TreeNode(None)
tree.left = forest[0]
tree.right = forest[1]
tree.val = weights[0] + weights[1]
weights.pop(0)
weights.pop(0)
forest.pop(0)
forest.pop(0)
fathernode = tree.val
a = len(weights)
for i in range(0, len(weights)):
if fathernode <= weights[i]:
weights = weights[:i] + [fathernode] + weights[i:]
forest = forest[:i] + [tree] + forest[i:]
break
elif i == len(weights) - 1 and fathernode > weights[i]:
weights = weights + [fathernode]
forest = forest + [tree]
return tree
if __name__ == '__main__':
weights = [2, 3, 7, 9, 18, 25]
forest = []
for w in weights:
forest.append(TreeNode(w))
Solution().huffmantree(weights, forest)