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huffman.py
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#!/usr/local/bin/python3
import sys
import argparse
class Tree:
def __init__(self,left_val,right_val,current_val):
self.left = left_val
self.right = right_val
self.current_val = current_val
def get_current(self):
return self.current_val
def set_current(self,curr):
self.current = curr
def get_left(self):
return self.left
def get_right(self):
return self.right
def set_left(self,left):
self.left = left
def set_right(self,right):
self.right = right
class Huffman(Tree):
def __init__(self):
self.tree = None
self.list_of_char = None
self.data = None
self.info = ''
def set_tree(self,tree):
self.tree = tree
def get_tree(self):
return self.tree
def set_list_of_char(self,char_list):
self.list_of_char = char_list
def get_list_of_char(self):
return self.list_of_char
def set_data(self,data):
self.data = data
def get_data(self):
return self.data
def set_info(self,info):
self.info = info
def get_info(self):
return self.info
def build_tree(input_text):
characters = '\'"AaBbCcDdEeFfGgHhIiJjKkLlMmNnOoPpQqRrSsTtUuVvWwXxYyZz 1234567890!@#$%^&*()-_+={}[]\|<>,.?/~`\n'
char_count = []
node = []
#Store charecters and their frequency in a list
for i in characters:
if i in input_text:
char_count.append([i,input_text.count(i)])
char_count.sort(key = lambda x: x[1])
for i in char_count:
node.append(Tree(None,None,i))
tree = node
while(len(tree))>1:
if(isinstance(tree[0].get_current(),list) and isinstance(tree[1].get_current(),list)):
newCurrent = tree[0].get_current()[1] + tree[1].get_current()[1]
if(tree[0].get_current()[1] <= tree[1].get_current()[1]):
newLeft,newRight = tree[0],tree[1]
else:
newLeft,newRight = tree[1],tree[0]
newTree = Tree(newLeft,newRight,newCurrent)
tree.append(newTree)
tree.remove(newTree.get_left())
tree.remove(newTree.get_right())
elif(isinstance(tree[0].get_current(),int) and isinstance(tree[1].get_current(),int)):
newCurrent = tree[0].get_current() + tree[1].get_current()
if(tree[0].get_current() <= tree[1].get_current()):
newLeft,newRight = tree[0],tree[1]
else:
newLeft,newRight = tree[1],tree[0]
newTree = Tree(newLeft,newRight,newCurrent)
tree.append(newTree)
tree.remove(newTree.get_left())
tree.remove(newTree.get_right())
elif(isinstance(tree[0].get_current(),int) and isinstance(tree[1].get_current(),list)):
newCurrent = tree[0].get_current() + tree[1].get_current()[1]
if(tree[0].get_current() <= tree[1].get_current()[1]):
newLeft,newRight = tree[0],tree[1]
else:
newLeft,newRight = tree[1],tree[0]
newTree = Tree(newLeft,newRight,newCurrent)
tree.append(newTree)
tree.remove(newTree.get_left())
tree.remove(newTree.get_right())
elif(isinstance(tree[0].get_current(),list) and isinstance(tree[1].get_current(),int)):
newCurrent = tree[0].get_current()[1] + tree[1].get_current()
if(tree[0].get_current()[1] <= tree[1].get_current()):
newLeft,newRight = tree[0],tree[1]
else:
newLeft,newRight = tree[1],tree[0]
newTree = Tree(newLeft,newRight,newCurrent)
tree.append(newTree)
tree.remove(newTree.get_left())
tree.remove(newTree.get_right())
tree.sort(key=lambda x : x.get_current() if(isinstance(x.get_current(), int)) else x.get_current()[1])
obj = Huffman()
obj.set_tree(tree[0])
obj.set_list_of_char(char_count)
obj.set_data([tree[0],char_count])
return (tree[0],char_count)
def traverse_tree(data,left,right,val,tot_letter_list):
if(len(tot_letter_list) == len(data[1])):
return tot_letter_list
if left:
val=val+'0'
if right:
val=val+'1'
if(isinstance(data[0].get_current(),int)):
if(isinstance(data[0].get_left().get_current(),list)):
for i in data[1]:
if(i[0] == data[0].get_left().get_current()[0]):
if[i[0],str(val)+'0'] not in tot_letter_list:
tot_letter_list.append([i[0],str(val) + '0'])
if(isinstance(data[0].get_right().get_current(),list)):
for i in data[1]:
if(i[0] == data[0].get_right().get_current()[0]):
if[i[0],str(val)+'1'] not in tot_letter_list:
tot_letter_list.append([i[0],str(val) + '1'])
return traverse_tree([data[0].get_left(),data[1]],True,False,val,tot_letter_list) or traverse_tree([data[0].get_right(),data[1]],False,True,val,tot_letter_list)
def get_encoded_text(text,charecters_list):
encoded_txt = ''
for char in text:
for i in charecters_list:
if char == i[0]:
encoded_txt += i[1]
return encoded_txt
def encode(input_file, output_file):
print("encoding ", input_file, output_file)
# write code here
with open(input_file,'r+') as inp_file,open(output_file,'wb') as out_file:
text = inp_file.read()
text = text
#Build huffman tree
tree = build_tree(text)
#Traverse the tree and get the code for each letter
code_list = traverse_tree(tree,None,None,'',[])
obj1 = Huffman()
obj1.set_tree(tree)
obj1.set_list_of_char(code_list)
#for i in code_list:
# if(i[0] == '\n'):
# i[0] = '\N'
#Store codewords and Huffman code in a file
dictonary = {}
for i in code_list:
dictonary.update({i[0]:i[1]})
sorted_dict = sorted(dictonary.items(), key=lambda x: len(x[1]),reverse =True)
for i in sorted_dict:
if(i[0] == '\n'):
out_file.write('\N' + ":" +i[1]+" ")
continue
out_file.write(i[0] + ":" +i[1]+" ")
encoded = get_encoded_text(text,code_list)
out_file.write('\n')
out_file.write(encoded)
# simply copying the file to bypass the actual test.
# remove the below lines.
#if input_file != "" and output_file != "":
# shutil.copyfile(input_file, output_file)
def decode(input_file, output_file):
print("decoding ", input_file, output_file)
# write code here
with open(input_file,'r') as inp_file,open(output_file,'w') as out_file:
dic = {}
file_info = inp_file.readlines()
codes = file_info[0].split(' ')
binary = file_info[1]
out_str = ''
for i in codes:
if len(i) <= 1:
codes.remove(i)
for i in codes:
kv = i.split(':')
if(len(kv[0]) == 0):
kv[0] = ' '
dic.update({kv[1]:kv[0]})
sorted_dict = sorted(dic.items(), key=lambda x: len(x[0]),reverse =True)
while(len(binary) != 0):
for i in sorted_dict:
l = len(i[0])
if(i[0] == (binary[0:l])):
if(i[1] == '\\N'):
out_file.write('\n')
binary = binary[l:]
continue
out_file.write(i[1])
binary = binary[l:]
out_file.write(out_str)
# simply copying the file to bypass the actual test.
# remove the below lines.
#if input_file != "" and output_file != "":
# shutil.copyfile(input_file, output_file)
def get_options(args=sys.argv[1:]):
parser = argparse.ArgumentParser(description="Huffman compression.")
groups = parser.add_mutually_exclusive_group(required=True)
groups.add_argument("-e", type=str, help="Encode files")
groups.add_argument("-d", type=str, help="Decode files")
parser.add_argument("-o", type=str, help="Write encoded/decoded file", required=True)
options = parser.parse_args()
return options
if __name__ == "__main__":
options = get_options()
if options.e is not None:
encode(options.e, options.o)
if options.d is not None:
decode(options.d, options.o)