一、问题:
请使用哈夫曼编码方法对给定的字符串,进行编码,以满足发送的编码总长度最小,且方便译码。“AABBCCDDEEABCDDCDBAEEAAA”
二、过程:
import heapq
import collections
class Node:
def __init__(self, char, freq):
self.char = char
self.freq = freq
self.left = None
self.right = None
def __lt__(self, other):
return self.freq < other.freq
def build_frequency_table(text):
return collections.Counter(text)
def build_huffman_tree(frequencies):
priority_queue = [Node(char, freq) for char, freq in frequencies.items()]
heapq.heapify(priority_queue)
while len(priority_queue) > 1:
left = heapq.heappop(priority_queue)
right = heapq.heappop(priority_queue)
merged = Node(None, left.freq + right.freq)
merged.left = left
merged.right = right
heapq.heappush(priority_q