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python多线程分块读取文件

yipeiwu_com5年前 (2020-03-06)Python基础

本文实例为大家分享了python多线程分块读取文件的具体代码，供大家参考，具体内容如下

# _*_coding:utf-8_*_
import time, threading, ConfigParser
 
'''
Reader类，继承threading.Thread
@__init__方法初始化
@run方法实现了读文件的操作
'''
class Reader(threading.Thread):
  def __init__(self, file_name, start_pos, end_pos):
    super(Reader, self).__init__()
    self.file_name = file_name
    self.start_pos = start_pos
    self.end_pos = end_pos
 
  def run(self):
    fd = open(self.file_name, 'r')
    '''
    该if块主要判断分块后的文件块的首位置是不是行首，
    是行首的话，不做处理
    否则，将文件块的首位置定位到下一行的行首
    '''
    if self.start_pos != 0:
      fd.seek(self.start_pos-1)
      if fd.read(1) != '\n':
        line = fd.readline()
        self.start_pos = fd.tell()
    fd.seek(self.start_pos)
    '''
    对该文件块进行处理
    '''
    while (self.start_pos <= self.end_pos):
      line = fd.readline()
      '''
      do somthing
      '''
      self.start_pos = fd.tell()
 
'''
对文件进行分块，文件块的数量和线程数量一致
'''
class Partition(object):
  def __init__(self, file_name, thread_num):
    self.file_name = file_name
    self.block_num = thread_num
 
  def part(self):
    fd = open(self.file_name, 'r')
    fd.seek(0, 2)
    pos_list = []
    file_size = fd.tell()
    block_size = file_size/self.block_num
    start_pos = 0
    for i in range(self.block_num):
      if i == self.block_num-1:
        end_pos = file_size-1
        pos_list.append((start_pos, end_pos))
        break
      end_pos = start_pos+block_size-1
      if end_pos >= file_size:
        end_pos = file_size-1
      if start_pos >= file_size:
        break
      pos_list.append((start_pos, end_pos))
      start_pos = end_pos+1
    fd.close()
    return pos_list
 
if __name__ == '__main__':
  '''
  读取配置文件
  '''
  config = ConfigParser.ConfigParser()
  config.readfp(open('conf.ini'))
  #文件名
  file_name = config.get('info', 'fileName')
  #线程数量
  thread_num = int(config.get('info', 'threadNum'))
  #起始时间
  start_time = time.clock()
  p = Partition(file_name, thread_num)
  t = []
  pos = p.part()
  #生成线程
  for i in range(thread_num):
    t.append(Reader(file_name, *pos[i]))
  #开启线程
  for i in range(thread_num):
    t[i].start()
  for i in range(thread_num):
    t[i].join()
  #结束时间
  end_time = time.clock()
  print "Cost time is %f" % (end_time - start_time)

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