python多任务及返回值的处理方法

Python  /  管理员 发布于 7年前   156

废话不多说，直接上代码！

# coding:utf-8from multiprocessing import Poolimport time  def keywords(title, content, top_n=5): print u'关键词提取...' print title, content, top_n time.sleep(3) return 0, [u"晴", u"多云"]  def category(title, content): print u'文本分类...' print title, content time.sleep(5) return 1, [u"天气"]  def run(title, content): keywords_list = [] category_list = [] pool = Pool(processes=2) q = [] q.append(pool.apply_async(keywords, args=(title, content, 5))) q.append(pool.apply_async(category, args=(title, content))) for item in q:  r = item.get()  if r[0] == 0:   keywords_list = r[1]  elif r[0] == 1:   category_list = r[1] pool.close() pool.join()  return category_list, keywords_list if __name__ == "__main__": title = u"天气预报" content = u"北京今日天气：晴转多云" t1 = time.time() category_list, keywords_list = run(title, content) print "分类结果：", " ".join(category_list) print "关键词提取结果", " ".join(keywords_list) print time.time() - t1

或者：

# coding:utf-8from multiprocessing import Poolimport time  def keywords(title, content, top_n=5): print u'关键词提取...' print title, content, top_n time.sleep(3) return 0, [u"晴", u"多云"]  def category(title, content): print u'文本分类...' print title, content time.sleep(5) return 1, [u"天气"]  def run(title, content): keywords_list = [] category_list = [] pool = Pool(processes=2) q = [] q.append(pool.apply_async(keywords, args=(title, content, 5))) keywords_list = [w["word"] for w in q[0].get()[1]] category_list = category(title, content)[1] pool.close() pool.join()  return category_list, keywords_list if __name__ == "__main__": title = u"天气预报" content = u"北京今日天气：晴转多云" t1 = time.time() category_list, keywords_list = run(title, content) print "分类结果：", " ".join(category_list) print "关键词提取结果", " ".join(keywords_list) print time.time() - t1

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