如何避免雪花算法带来的时间回拨以及产生的数据太长123456789101112131415161718192021222324252627282930313233343536373839404142434445464748495051525354555657585960616263646566676869707172737475767778798081828384858687888990919293949596979899100101102103104105106107import timeimport logging# 64位ID的划分WORKER_ID_BITS = 5DATACENTER_ID_BITS = 5SEQUENCE_BITS = 12# 最大取值计算MAX_WORKER_ID = -1 ^ (-1 << WORKER_ID_BITS) # 2**5-1 0b11111MAX_DATACENTER_ID = -1 ^ (-1 << DATACENTER_ID_BITS)# 移位偏移计算WOKER_ID_SHIFT = SEQUENCE_BITSDATACENTER_ID_SHIFT = SEQUENCE_BITS + WORKER_ID_BITSTIMESTAMP_LEFT_SHIFT = SEQUENCE_BITS + WORKER_ID_BITS + DATACENTER_ID_BITS# 序号循环掩码SEQUENCE_MASK = -1 ^ (-1 << SEQUENCE_BITS)# Twitter元年时间戳# -86671022 目的防止时间回拨和保证产生的数据长度不会太长TWEPOCH = int(round(time.time() * 1000)) -86671022 class InvalidSystemClock(Exception): """ 时钟回拨异常 """ passclass IdWorker(object): """ 用于生成IDs """ def __init__(self, datacenter_id, worker_id, sequence=0): """ 初始化 :param datacenter_id: 数据中心(机器区域)ID :param worker_id: 机器ID :param sequence: 其实序号 """ # sanity check if worker_id > MAX_WORKER_ID or worker_id < 0: raise ValueError('worker_id值越界') if datacenter_id > MAX_DATACENTER_ID or datacenter_id < 0: raise ValueError('datacenter_id值越界') self.worker_id = worker_id self.datacenter_id = datacenter_id self.sequence = sequence self.last_timestamp = -1 # 上次计算的时间戳 def _gen_timestamp(self): """ 生成整数时间戳 :return:int timestamp """ return int(time.time() * 1000) def get_id(self): """ 获取新ID :return: """ timestamp = self._gen_timestamp() # 时钟回拨 if timestamp < self.last_timestamp: logging.error('clock is moving backwards. Rejecting requests until {}'.format(self.last_timestamp)) raise InvalidSystemClock if timestamp == self.last_timestamp: self.sequence = (self.sequence + 1) & SEQUENCE_MASK if self.sequence == 0: timestamp = self._til_next_millis(self.last_timestamp) else: self.sequence = 0 self.last_timestamp = timestamp new_id = ((timestamp - TWEPOCH) << TIMESTAMP_LEFT_SHIFT) | (self.datacenter_id << DATACENTER_ID_SHIFT) | \ (self.worker_id << WOKER_ID_SHIFT) | self.sequence return new_id def _til_next_millis(self, last_timestamp): """ 等到下一毫秒 """ timestamp = self._gen_timestamp() while timestamp <= last_timestamp: timestamp = self._gen_timestamp() return timestampif __name__ == '__main__': """ 初始化 :param datacenter_id: 数据中心(机器区域)ID :param worker_id: 机器ID :param sequence: 起始序号 """ worker = IdWorker(1, 2, 0) a = worker.get_id() print(a)