import zlib
def levenshtein(a,b):
"Calculates the Levenshtein distance between a and b."
n, m = len(a), len(b)
if n > m:
# Make sure n <= m, to use O(min(n,m)) space
a,b = b,a
n,m = m,n
current = range(n+1)
for i in range(1,m+1):
previous, current = current, [i]+[0]*n
for j in range(1,n+1):
add, delete = previous[j]+1, current[j-1]+1
change = previous[j-1]
if a[j-1] != b[i-1]:
change = change + 1
current[j] = min(add, delete, change)
return current[n]
def compress(x):
c = zlib.compress(x, 9)
# strip headers
FLG = c[1]
if ord(FLG) & (1 << 5):
# DICTID
c = c[6:]
else:
c = c[2:]
return c[:-4]
def dist(a, b):
return min(levenshtein(a, b), levenshtein(compress(a), compress(b)))
print dist("a"*8, "a"*8)
print dist("apple", "appel")
print dist("apple", "bannana")
print dist("a"*100, "b"*100)
print dist("the quick brown fox jumped over the fence", "the quic brown fox jumped over the fence")
print dist("Robert", "Roberto")