Skip to content

README.md

Latest commit

 

History

History
72 lines (55 loc) · 2.29 KB

README.md

File metadata and controls

72 lines (55 loc) · 2.29 KB
Raw

Huffman Coding

Overview

This repository, named codage-huffman, provides a Python implementation of the Huffman coding algorithm. Huffman coding is a popular compression algorithm that assigns variable-length codes to input characters based on their frequencies, resulting in more efficient encoding for frequently occurring characters.

Usage

Installation

Clone the repository to your local machine:

git clone https://github.com/Klaynight-dev/codage-huffman.git
cd codage-huffman

Example

from huffman import encoder_huffman, decoder_huffman

# Example text
text = "bonjour le monde"

# Encode the text using Huffman coding
encoded_text, huffman_codes = encoder_huffman(text)

# Decode the encoded text using Huffman codes
decoded_text = decoder_huffman(encoded_text, huffman_codes)

# Print results
print(f"Huffman Codes: {huffman_codes}")
print(f"Original Text: {text}")
print(f"Encoded Text: {encoded_text}")
print(f"Decoded Text: {decoded_text}")

Output

Huffman Codes: {'b': '00', 'o': '01', 'n': '10', 'j': '110', 'u': '1110', 'r': '1111', ' ': '001', 'l': '1000', 'e': '1001', 'm': '101'}
Original Text: bonjour le monde
Encoded Text: 0001001110110111000111111000010100000101100111111110000100111110111100001111101000101101111001101011011100111000
Decoded Text: bonjour le monde

Implementation Details

Noeud Class

  • Represents a node in the Huffman tree.
  • Attributes:
    • char (str): The character associated with the node (None for internal nodes).
    • freq (int): The frequency of the character in the text.
    • gauche (Noeud): The left child node.
    • droite (Noeud): The right child node.
    • identifiant (int): Identifier of the node.

construire_arbre_huffman Function

  • Builds the Huffman tree for a given text.

encoder_huffman Function

  • Encodes a text using the Huffman algorithm.
  • Returns the encoded text and a dictionary of Huffman codes.

decoder_huffman Function

  • Decodes an encoded text using Huffman codes.
  • Returns the decoded text.

construire_codes_huffman Function

  • Builds a dictionary mapping characters to their Huffman codes.

Author

License

This project is licensed under the MIT License - see the LICENSE file for details.