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    Python3并发写文件与Python对比

    栏目:代码类 时间:2019-11-20 18:07

    这篇文章主要介绍了Python3并发写文件原理解析,文中通过示例代码介绍的非常详细,对大家的学习或者工作具有一定的参考学习价值,需要的朋友可以参考下

    使用python2在进行并发写的时候,发现文件会乱掉,就是某一行中间会插入其他行的内容。

    但是在使用python3进行并发写的时候,无论是多进程,还是多线程,都没有出现这个问题,难道是python3的特性吗?

    import time
    import os
    import multiprocessing
    from multiprocessing.dummy import Pool as ThreadPool
    
    
    def write(val, file):
      w = open(file, "a")
      for i in range(100):
        w.write("%s\n" % val)
        time.sleep(0.001)
    
    def thread_write(file):
      res, pools = [], ThreadPool(10)
      for i in range(10):
        val = str(i) * 1000
        res.append(pools.apply_async(func=write, args=(val, file, )))
    
      while res:
        for ret in res:
          if ret.ready():
            res.remove(ret)
        time.sleep(0.01)
    
    def mutil_write(file):
      pools = multiprocessing.Pool(processes=10)
      res = []
      for i in range(100):
        res.append(pools.apply_async(thread_write, args=(file, )))
    
      while res:
        for ret in res:
          if ret.ready():
            res.remove(ret)
        time.sleep(0.01)
    
    if __name__ == '__main__':
      file = "./write_test"
      mutil_write(file)
    
      with open(file) as fb:
        lines = 0
        line_len = []
        for line in fb:
          lines += 1
          line = line.strip()
          line_len.append(len(line))
          if len(line) != 1000:
            raise(Exception("error line: %s, len: %d" % (line, len(line))))
    
        print("lines:%d, max len:%d, min:%d, avg:%.2f" % (lines, max(line_len), min(line_len), sum(line_len)/len(line_len)))
      os.remove(file)

    上面代码,多进程并发写结束后,校验每一行的长度是否是设置好的长度。用python3反复运行,均通过测试没有异常。

    $ python3 --version
    Python 3.7.4
    
    $ python3 t.py
    lines:10000, max len:1000, min:1000, avg:1000.00

    如果用python2,则会出现异常:

    $ python2 --version
    Python 2.7.15
    
    $ python2 t.py
    Traceback (most recent call last):
     File "t.py", line 49, in <module>
      raise(Exception("error line: %s, len: %d" % (line, len(line))))
    Exception: error line: 333333333333333333333333333333333333333333333333333333333333333333333333333333333333333333330000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000000, len: 1092