#!/usr/bin/python3# encoding=utf-8import redisfrom hashlib import md5class SimpleHash(object): def __init__(self, cap, seed): self.cap = cap self.seed = seed def hash(self, value): ret = 0 for i in range(len(value)): ret += self.seed * ret + ord(value[i]) return (self.cap - 1) & retclass BloomFilter(object): def __init__(self, host='localhost', port=6379, db=0, blockNum=1, key='bloomfilter'): """ :param host: the host of Redis :param port: the port of Redis :param db: witch db in Redis :param blockNum: one blockNum for about 90,000,000; if you have more strings for filtering, increase it. :param key: the key's name in Redis """ self.server = redis.Redis(host=host, port=port, db=db) self.bit_size = 1 << 31 # Redis的String类型最大容量为512M,现使用256M self.seeds = [5, 7, 11, 13, 31, 37, 61] self.key = key self.blockNum = blockNum self.hashfunc = [] for seed in self.seeds: self.hashfunc.append(SimpleHash(self.bit_size, seed)) def isContains(self, str_input): if not str_input: return False m5 = md5() m5.update(str_input.encode("utf8")) str_input = m5.hexdigest() ret = True name = self.key + str(int(str_input[0:2], 16) % self.blockNum) print(name) for f in self.hashfunc: loc = f.hash(str_input) ret = ret & self.server.getbit(name, loc) return ret def insert(self, str_input): m5 = md5() m5.update(str_input.encode("utf8")) str_input = m5.hexdigest() name = self.key + str(int(str_input[0:2], 16) % self.blockNum) for f in self.hashfunc: loc = f.hash(str_input) self.server.setbit(name, loc, 1)