DSA/algorithms/Python/multiplication/karatsuba.py

110 lines
2.3 KiB
Python

"""
https://en.wikipedia.org/wiki/Karatsuba_algorithm
"""
def equalize_strings(x, y):
"""
>>> def eq_str(x, y):
... max_len = max(len(x), len(y))
... return x.zfill(max_len), y.zfill(max_len), max_len
>>>
>>> all(equalize_strings(x, y) == eq_str(x, y) for x, y
... in (('x' * i, 'y' * (i // 2)) for i in range(10)))
True
"""
n = len(x)
m = len(y)
zeros = abs(n - m) * '0'
if n > m:
y = zeros + y
elif m > n:
x = zeros + x
return x, y, len(x)
def add(x, y):
"""
>>> all(add(str(x), str(y)) == str(x + y) for x, y
... in ((0, 0), (0, 1), (1, 0), (1, 1234567890), (543210, 9876543)))
True
"""
x, y, size = equalize_strings(x, y)
carry = 0
result = ''
for i in range(1, size+1):
# print(i)
dgt1 = int(x[size - i])
dgt2 = int(y[size - i])
dgt3 = (dgt1 + dgt2 + carry) % 10
result = str(dgt3) + result
carry = int((dgt1 + dgt2 + carry) / 10)
# print(dgt1, dgt2, dgt3, result, carry)
if carry:
result = '1' + result
return result
def absolute_difference(x, y):
"""
>>> all(absolute_difference(str(x), str(y)) == str(abs(x - y)) for x, y
... in ((0, 0), (0, 1), (1, 0), (1, 1234567890), (543210, 9876543)))
True
"""
x, y, size = equalize_strings(x, y)
carry = 0
result = ""
for i in range(size):
if y[i] < x[i]:
break
elif x[i] < y[i]:
tmp = x
x = y
y = tmp
break
for i in range(1, size+1):
dgt1 = int(x[size - i])
dgt2 = int(y[size - i])
dgt3 = dgt1 - dgt2 - carry
if dgt3 < 0:
dgt3 += 10
carry = 1
else:
carry = 0
result = str(dgt3) + result
return result
def kmul(x ,y):
"""
>>> all(kmul(str(x), str(y)) == str(x * y) for x, y
... in ((0, 0), (0, 1), (1, 0), (1, 1234567890), (543210, 9876543)))
True
"""
x, y, size = equalize_strings(x, y)
if size == 1:
return str(int(x) * int(y))
mid = int(size / 2)
a = x[:mid]
b = x[mid:]
c = y[:mid]
d = y[mid:]
ac = kmul(a, c)
bd = kmul(b, d)
ab_cd = kmul(add(a, b), add(c, d))
ad_bc = absolute_difference(ab_cd, add(ac, bd))
zeros = "0" * (size - mid)
result = add(ac + 2 * zeros, ad_bc + zeros)
result = add(result, bd)
result = result.lstrip('0')
return result
if __name__ == "__main__":
x = "134231412"
y = "141324"
print(kmul(x, y))