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88 lines
2.3 KiB
Python
88 lines
2.3 KiB
Python
import sys
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class Letter:
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def __init__(self, letter, freq):
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self.letter = letter
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self.freq = freq
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self.bitstring = ""
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def __repr__(self):
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return f"{self.letter}:{self.freq}"
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class TreeNode:
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def __init__(self, freq, left, right):
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self.freq = freq
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self.left = left
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self.right = right
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def parse_file(file_path):
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"""
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Read the file and build a dict of all letters and their
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frequences, then convert the dict into a list of Letters.
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"""
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chars = {}
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with open(file_path) as f:
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while True:
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c = f.read(1)
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if not c:
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break
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chars[c] = chars[c] + 1 if c in chars.keys() else 1
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return sorted([Letter(c, f) for c, f in chars.items()], key=lambda l: l.freq)
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def build_tree(letters):
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"""
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Run through the list of Letters and build the min heap
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for the Huffman Tree.
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"""
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while len(letters) > 1:
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left = letters.pop(0)
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right = letters.pop(0)
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total_freq = left.freq + right.freq
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node = TreeNode(total_freq, left, right)
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letters.append(node)
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letters.sort(key=lambda l: l.freq)
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return letters[0]
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def traverse_tree(root, bitstring):
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"""
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Recursively traverse the Huffman Tree to set each
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Letter's bitstring, and return the list of Letters
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"""
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if type(root) is Letter:
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root.bitstring = bitstring
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return [root]
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letters = []
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letters += traverse_tree(root.left, bitstring + "0")
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letters += traverse_tree(root.right, bitstring + "1")
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return letters
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def huffman(file_path):
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"""
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Parse the file, build the tree, then run through the file
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again, using the list of Letters to find and print out the
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bitstring for each letter.
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"""
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letters_list = parse_file(file_path)
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root = build_tree(letters_list)
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letters = traverse_tree(root, "")
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print(f"Huffman Coding of {file_path}: ")
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with open(file_path) as f:
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while True:
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c = f.read(1)
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if not c:
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break
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le = list(filter(lambda l: l.letter == c, letters))[0]
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print(le.bitstring, end=" ")
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print()
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if __name__ == "__main__":
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# pass the file path to the huffman function
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huffman(sys.argv[1])
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