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| #! /usr/local/bin/python3.6
"""
Multiplication of big-digit values with Karatsuba method
"""
import random
import sys
import traceback
class MultiplyKaratsuba:
D_MAX = 1024 # Maximum number of digits (power of 2)
D = 1024 # Digits of computation (Multiples of 4 <= D_MAX)
def __init__(self):
self.a = [random.randrange(10) for _ in range(self.D)]
self.b = [random.randrange(10) for _ in range(self.D)]
def compute(self):
""" Computation of multiplication """
try:
for i in range(self.D_MAX - len(self.a)):
self.a.append(0)
for i in range(self.D_MAX - len(self.b)):
self.b.append(0)
z = self.__multiply_karatsuba(self.a, self.b)
z = self.__do_carry(z)
self.__display(self.a, self.b, z)
except Exception as e:
raise
def __multiply_normal(self, a, b):
""" Normal multiplication
:param list a
:param list b
:return list z
"""
try:
a_len, b_len = len(a), len(b)
z = [0 for _ in range(a_len + b_len)]
for j in range(b_len):
for i in range(a_len):
z[j + i] += a[i] * b[j]
return z
except Exception as e:
raise
def __multiply_karatsuba(self, a, b):
""" Karatsuba multiplication
:param list a
:param list b
:return list z
"""
try:
t_len = len(a)
if t_len <= 4:
return self.__multiply_normal(a, b)
a_0 = a[:(t_len // 2)]
a_1 = a[(t_len // 2):]
b_0 = b[:(t_len // 2)]
b_1 = b[(t_len // 2):]
v, w = [], []
for i in range(t_len // 2):
v.append(a_1[i] + a_0[i])
w.append(b_1[i] + b_0[i])
x_1 = self.__multiply_karatsuba(a_0, b_0)
x_2 = self.__multiply_karatsuba(a_1, b_1)
x_3 = self.__multiply_karatsuba(v, w)
for i in range(t_len):
x_3[i] -= x_1[i] + x_2[i]
z = x_1 + x_2
for i in range(t_len):
z[i + t_len//2] += x_3[i]
return z
except Exception as e:
raise
def __do_carry(self, a):
""" Process of carrying
:param list a
:return list a
"""
cr = 0
try:
for i in range(len(a)):
a[i] += cr
cr = a[i] // 10
a[i] -= cr * 10
if cr != 0:
print("[ OVERFLOW!! ] ", cr)
return a
except Exception as e:
raise
def __display(self, a, b, z):
""" Display
:param list a
:param list b
:param list z
"""
a_len = self.D_MAX
b_len = self.D_MAX
z_len = self.D_MAX * 2
try:
while a[a_len - 1] == 0:
if a[a_len - 1] == 0:
a_len -= 1
while b[b_len - 1] == 0:
if b[b_len - 1] == 0:
b_len -= 1
while z[z_len - 1] == 0:
if z[z_len - 1] == 0:
z_len -= 1
print("a =")
for i in reversed(range(a_len)):
print(a[i], end="")
if (a_len - i) % 10 == 0:
print(" ", end="")
if (a_len - i) % 50 == 0:
print()
print()
print("b =")
for i in reversed(range(b_len)):
print(b[i], end="")
if (b_len - i) % 10 == 0:
print(" ", end="")
if (b_len - i) % 50 == 0:
print()
print()
print("z =")
for i in reversed(range(z_len)):
print(z[i], end="")
if (z_len - i) % 10 == 0:
print(" ", end="")
if (z_len - i) % 50 == 0:
print()
print()
except Exception as e:
raise
if __name__ == '__main__':
try:
obj = MultiplyKaratsuba()
obj.compute()
except Exception as e:
traceback.print_exc()
sys.exit(1)
|