def verify_compressed_file(self, testfile=GIANT_FILE):
with tempfile.TemporaryFile("w+b") as compressedfile:
originalsize = 0
compressedsize = 0
uncompressedsize = 0
bigstream = lzw.readbytes(testfile)
compressed = lzw.compress(bigstream)
for bs in compressed:
compressedsize = compressedsize + 1
compressedfile.write(bs)
############################
compressedfile.flush()
compressedfile.seek(0)
checkstream = lzw.readbytes(testfile)
uncompressed = lzw.decompress(lzw.filebytes(compressedfile))
for oldbyte, newbyte in six.moves.zip_longest(checkstream, uncompressed):
uncompressedsize = uncompressedsize + 1
if oldbyte != newbyte:
msg = "Corrupted byte at {0}, original {1} != {2}".format(uncompressedsize, oldbyte, newbyte)
self.assertEquals(oldbyte, newbyte, msg)
def verify_compressed_file(self, testfile=GIANT_FILE):
with tempfile.TemporaryFile("w+b") as compressedfile:
originalsize = 0
compressedsize = 0
uncompressedsize = 0
bigstream = lzw.readbytes(testfile)
compressed = lzw.compress(bigstream)
for bs in compressed:
compressedsize = compressedsize + 1
compressedfile.write(bs)
############################
compressedfile.flush()
compressedfile.seek(0)
checkstream = lzw.readbytes(testfile)
uncompressed = lzw.decompress(lzw.filebytes(compressedfile))
for oldbyte, newbyte in six.moves.zip_longest(
checkstream, uncompressed):
uncompressedsize = uncompressedsize + 1
if oldbyte != newbyte:
msg = "Corrupted byte at {0}, original {1} != {2}".format(
uncompressedsize, oldbyte, newbyte)
self.assertEquals(oldbyte, newbyte, msg)
def calcular_distancia(buscados, comprimidos): for archivo in os.listdir(buscados): bytes_archivo = lzw.readbytes(os.path.abspath(buscados + "/" + archivo)) # X archivo_comprimido = lzw.compress(bytes_archivo) # C(X) for comprimido in os.listdir(comprimidos): bytes_comprimido = lzw.readbytes(os.path.abspath(comprimidos + "/" + comprimido)) # C(Y) bytes_descomprimido = lzw.decompress(bytes_comprimido) # C(Y)
def decompress(option, encoded_file, decoded_file):
global byteArr
global bitPosition
if option == "1":
print "no compression"
file = open(decoded_file, "w")
file.write(open(encoded_file, "r").read())
file.close()
if option == "2":
# read the whole input file into a byte array
fileSize = os.path.getsize(str(os.path.abspath((encoded_file))))
fi = open(encoded_file, "rb")
# byteArr = map(ord, fi.read(fileSize))
byteArr = bytearray(fi.read(fileSize))
fi.close()
fileSize = len(byteArr)
print "File size in bytes:", fileSize
bitPosition = 0
n = int(bitReader(8), 2) + 1 # first read the number of encoding tuples
# print 'Number of encoding tuples:', n
dic = dict()
for i in range(n):
# read the byteValue
byteValue = int(bitReader(8), 2)
# read 3-bit(len(encodingBitStr)-1) value
m = int(bitReader(3), 2) + 1
# read encodingBitStr
encodingBitStr = bitReader(m)
dic[encodingBitStr] = byteValue # add to the dictionary
# print 'The dictionary of encodingBitStr : byteValue pairs:'
# print dic
# print
# read 32-bit file size (number of encoded bytes) value
numBytes = long(bitReader(32), 2) + 1
print "Number of bytes to decode:", numBytes
# read the encoded data, decode it, write into the output file
fo = open(decoded_file, "wb")
for b in range(numBytes):
# read bits until a decoding match is found
encodingBitStr = ""
while True:
encodingBitStr += bitReader(1)
if encodingBitStr in dic:
byteValue = dic[encodingBitStr]
fo.write(chr(byteValue))
break
fo.close()
if option == "3":
newbytes = b"".join(lzw.decompress(lzw.readbytes(encoded_file)))
decoded = open(decoded_file, "w")
decoded.write(newbytes)
print "LZW decoding num of bytes: " + str(newbytes.__sizeof__())
if option == "4":
ar = arcode.ArithmeticCode(False)
ar.decode_file(encoded_file, decoded_file)
def comprimir_archivos(origen, destino):
for archivo in os.listdir(origen):
comprimir = lzw.readbytes(os.path.abspath(origen + "/" + archivo))
out = lzw.compress(comprimir)
archivo_destino = os.path.abspath(destino + "/" + archivo +
".compressed")
lzw.writebytes(archivo_destino, out)
def test_readbytes(self):
realbytes = None
with open(ENGLISH_FILE, "rb") as inf:
realbytes = inf.read()
testbytes = b"".join(lzw.readbytes(ENGLISH_FILE))
for (old,new) in six.moves.zip_longest(realbytes, testbytes):
self.assertEqual(old, new)
def test_readbytes(self):
realbytes = None
with open(ENGLISH_FILE, "rb") as inf:
realbytes = inf.read()
testbytes = b"".join(lzw.readbytes(ENGLISH_FILE))
for (old, new) in six.moves.zip_longest(realbytes, testbytes):
self.assertEqual(old, new)
def extract_config(lzw_file, zyxel_file, r):
# todo
header_size = 60
print("[+] Stripping header")
with open(lzw_file, 'wb') as f:
r.raw.decode_content = True
f.write(r.content[header_size:])
try:
mybytes = lzw.readbytes(lzw_file)
lbytes = lzw.decompress(mybytes)
lzw.writebytes(zyxel_file, lbytes)
except:
pass
def lzw_algm(filename):
start_time = time.time()
try:
outfilename = filename + '.lzw'
comp_time = timeit.default_timer()
file_bytes = lzw.readbytes(filename)
tot_time = timeit.default_timer() - comp_time
print("reading time", tot_time)
compressed = lzw.compress(file_bytes)
comp_time = timeit.default_timer()
lzw.writebytes(outfilename, compressed)
tot_time = timeit.default_timer() - comp_time
print("writing time", tot_time)
finally:
print("")
def comprimir_archivos(origen, destino): for archivo in os.listdir(origen): comprimir = lzw.readbytes(os.path.abspath(origen + "/" + archivo)) out = lzw.compress(comprimir) archivo_destino = os.path.abspath(destino + "/" + archivo + ".compressed") lzw.writebytes(archivo_destino, out)
import lzw
infile = lzw.readbytes("3_1.spc")
compressed = lzw.compress(infile)
lzw.writebytes("3_1.spc.compressed", compressed)
infile.close()
infile = lzw.readbytes("3_1.spc.compressed")
uncompressed = lzw.decompress(infile)
lzw.writebytes("3_1.spc.decompressed", uncompressed)
infile.close()
import lzw
mybytes = lzw.readbytes("ElQuijote.txt")
lessbytes = lzw.compress(mybytes)
outFile = open("Compressed.txt", 'wb')
outFile.write(b"".join(lessbytes))
outFile.close()
newbytes = b"".join(lzw.decompress(lessbytes))
oldbytes = b"".join(lzw.readbytes("ElQuijote.txt"))
print(oldbytes == newbytes)
def compressToOutputFile(input_file, output_file_name, option):
print ("fileName: " + output_file_name)
print ("option: " + str(option))
global tupleList
global bitStream
if option == 1:
file = open(output_file_name, 'w')
file.write(open(input_file,'r').read())
file.close()
print "Size of input file in bytes: "
print_file_size(input_file)
print "Size of output file ("+ output_file_name +") in bytes: "
print_file_size(output_file_name)
if option == 2:
# read the whole input file into a byte array
fileSize = os.path.getsize(str(os.path.abspath((input_file))))
fi = open(input_file, 'rb')
# byteArr = map(ord, fi.read(fileSize))
byteArr = bytearray(fi.read(fileSize))
fi.close()
fileSize = len(byteArr)
print "Size of input file in bytes: ", fileSize
# calculate the total number of each byte value in the file
freqList = [0] * 256
for b in byteArr:
freqList[b] += 1
# create a list of (frequency, byteValue, encodingBitStr) tuples
tupleList = []
for b in range(256):
if freqList[b] > 0:
tupleList.append((freqList[b], b, ''))
# sort the list according to the frequencies descending
tupleList = sorted(tupleList, key=lambda tup: tup[0], reverse = True)
shannon_fano_encoder(0, len(tupleList) - 1)
# print 'The list of (frequency, byteValue, encodingBitStr) tuples:'
# print tupleList
# print
# create a dictionary of byteValue : encodingBitStr pairs
dic = dict([(tup[1], tup[2]) for tup in tupleList])
del tupleList # unneeded anymore
# print 'The dictionary of byteValue : encodingBitStr pairs:'
# print dic
# write a list of (byteValue,3-bit(len(encodingBitStr)-1),encodingBitStr)
# tuples as the compressed file header
bitStream = ''
fo = open(output_file_name, 'wb')
fo.write(chr(len(dic) - 1)) # first write the number of encoding tuples
for (byteValue, encodingBitStr) in dic.iteritems():
# convert the byteValue into 8-bit and send to be written into file
bitStr = bin(byteValue)
bitStr = bitStr[2:] # remove 0b
bitStr = '0' * (8 - len(bitStr)) + bitStr # add 0's if needed for 8 bits
byteWriter(bitStr, fo)
# convert len(encodingBitStr) to 3-bit and send to be written into file
bitStr = bin(len(encodingBitStr) - 1) # 0b0 to 0b111
bitStr = bitStr[2:] # remove 0b
bitStr = '0' * (3 - len(bitStr)) + bitStr # add 0's if needed for 3 bits
byteWriter(bitStr, fo)
# send encodingBitStr to be written into file
byteWriter(encodingBitStr, fo)
# write 32-bit (input file size)-1 value
bitStr = bin(fileSize - 1)
bitStr = bitStr[2:] # remove 0b
bitStr = '0' * (32 - len(bitStr)) + bitStr # add 0's if needed for 32 bits
byteWriter(bitStr, fo)
# write the encoded data
for b in byteArr:
byteWriter(dic[b], fo)
byteWriter('0' * 8, fo) # to write the last remaining bits (if any)
fo.close()
print "Size of compressed putput file ("+ output_file_name +") in bytes: "
print_file_size(output_file_name)
if option == 3:
print "Size of input file in bytes: "
print_file_size(input_file)
mybytes = lzw.readbytes(input_file)
lessbytes = lzw.compress(mybytes)
lzw.writebytes(output_file_name, lessbytes)
print "Size of compressed putput file ("+ output_file_name +") in bytes: "
print_file_size(output_file_name)
if option == 4:
print "Size of input file in bytes: "
print_file_size(input_file)
ar = arcode.ArithmeticCode(False)
ar.encode_file(input_file, output_file_name)
print "Size of compressed putput file ("+ output_file_name +") in bytes: "
print_file_size(output_file_name)
import lzw
import os
import plotly.plotly as py
import plotly.graph_objs as go
print "LZW"
inputf = lzw.readbytes('uncompressed.txt')
compressed = lzw.compress(inputf)
lzw.writebytes('compressed.lzw', compressed)
ratio = os.stat('uncompressed.txt').st_size / float(
os.stat('compressed.lzw').st_size)
print "Compression Ratio : ", ratio
os.system(
"python ./arithmetic/adaptive-arithmetic-compress.py uncompressed.txt compressed.bin"
)
ratio2 = os.stat('uncompressed.txt').st_size / float(
os.stat('compressed.bin').st_size)
print "Adaptive Arithmetic coding"
print "Compression Ratio : ", ratio2
labels = ['Lempel-Ziv', 'arithmetic']
values = [ratio, ratio2]
trace = go.Pie(labels=labels, values=values)
py.iplot([trace], filename='abedmurrar15')
