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gcs_encode.py · GitHub
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November 25, 2015 01:55
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#!/usr/bin/python | |
from __future__ import division | |
from bitarray import bitarray | |
from hashlib import sha256 | |
from math import log | |
import struct | |
def gcs_hash(w, (N,P)): | |
h = sha256(w).hexdigest() | |
h = long(h,16) | |
return h % (N*P) | |
def gcs_encode(V, P, out): | |
Q = V // P | |
R = V % P | |
logp = int(log(P,2)) | |
# write Q as unary | |
out.extend([True for i in range(Q)] + [False]) | |
# write log2(P) most significant bits of R | |
out.extend([R & (1 << i) and True or False for i in range(logp-1,-1,-1)]) | |
def main(urls, P, filename): | |
N = len(urls) | |
hash_values = [ gcs_hash(i, (N, P)) for i in urls ] | |
hash_values.append(0) | |
hash_values.sort() | |
out = bitarray(endian="big") # network | |
for i in range(len(hash_values) - 1): | |
delta = hash_values[i+1] - hash_values[i] | |
if delta == 0: | |
continue | |
gcs_encode(delta, P, out) | |
result = out.tobytes() | |
f = open(filename, 'wb') | |
# write N and P as unsigned long integers | |
f.write(struct.pack("!LL", N, P)) | |
f.write(result) | |
print "* size:", f.tell() | |
f.close() | |
if __name__ == "__main__": | |
urls = [str(n) for n in xrange(1000)] | |
P = 2**8 | |
main(urls, P, 'table.gcs') |
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