python多进程实现MapReduce模型下的文档库词频统计功能

import time
import jieba
from multiprocessing import Process,Manager

def data(path):  #data用来提取文档数据，汇总到列表中
    lis = []
    file = open(path,'r',encoding='gb18030')
    txt = file.readline()
    n = 1
    for txt in file:
        if n%6==4:
            content = txt.strip('\n')
            content = content.replace('<content>','') #除去无用信息
            content = content.replace('</content>','')
            if len(content)>0:
                lis.append(content)
        n+=1
    file.close()
    return lis  #所有文档汇总到列表中并返回

def Map(path,lis):  #Map函数进行分词并存储到列表
    for pa in path:
        text_lis = jieba.lcut(pa)
        for i in text_lis:
            lis.append((i,1))
    #print(len(lis))

def Reduce(lis):  #Reduce函数将结果汇总到字典中
    print('time2 = %f'%(time.time()-start_time))  #测试Map函数总耗时（分词总耗时）
    dic = {}
    for k,v in lis:
        dic[k] = dic.get(k,0)+1
        #print(dic)
    dic_order=sorted(dic.items(),key=lambda x:x[1],reverse=True)  #字典降序排序
    with open('data.txt','w',encoding='utf-8') as file:
        for k,v in dic_order:
            file.write(k+':'+str(v)+'\n')  #将结果写入文件

if __name__=='__main__':
    start_time = time.time()
    path = data('news_sohusite_xml.csv')
    print('time1 = %f'%(time.time()-start_time))  #测试提取文档用时
    plist = []
    m = Manager()
    list1 = m.list([])
    for i in range(10):   #创建进程
        p = Process(target=Map,args=(path[10000*i:10000*(i+1)],list1))
        plist.append(p) 
    for p in plist:
        p.start()  #启动进程
    for p in plist:
        p.join()  #阻滞主进程
    Reduce(list1) #当Map进程全部完成之后Reduce进行结果归约
    time = time.time() - start_time
    print('time3 = %f'%(time))   #测试总用时
    print('main')

time1 = 21.858970
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 1.170 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 1.592 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.133 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.086 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.370 seconds.
Prefix dict has been built successfully.
Loading model cost 2.410 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.318 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.303 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.327 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.474 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.355 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.748 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 3.061 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.551 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 1.838 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 1.865 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.109 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.597 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.558 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.337 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.162 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.297 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.331 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.218 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.180 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.236 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.026 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.266 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.474 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.485 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 3.093 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 3.073 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.763 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.388 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.477 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.776 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.645 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.495 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.881 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.701 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 3.262 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 3.053 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 3.275 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 3.186 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.651 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.337 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.230 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.315 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.445 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.433 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.601 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.796 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.871 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.802 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.878 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.746 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 3.072 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.766 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.357 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.180 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.232 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.495 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.594 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.441 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.490 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.915 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.805 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.709 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.426 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.483 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.385 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.406 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.399 seconds.
Prefix dict has been built successfully.
Loading model cost 2.903 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.829 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.945 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 3.468 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.802 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.420 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.627 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.642 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.862 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.633 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.710 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.879 seconds.
Prefix dict has been built successfully.
Loading model cost 3.393 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 3.213 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.814 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.744 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.379 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 3.082 seconds.
Prefix dict has been built successfully.
Loading model cost 2.815 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.948 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.503 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.915 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 3.159 seconds.
Prefix dict has been built successfully.
Loading model cost 2.861 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 3.060 seconds.
Prefix dict has been built successfully.
Building prefix dict from the default dictionary ...
Loading model from cache C:\Users\lenovo\AppData\Local\Temp\jieba.cache
Loading model cost 2.896 seconds.
Prefix dict has been built successfully.
Loading model cost 2.229 seconds.
Prefix dict has been built successfully.
time2 = 518.363330
time3 = 531.016773
main

time1是读入文档的时间，time2是形成完整字典的时间，time3是加入读入文件后的总时间。



通过观察线程数目和运行时间的关系，可以发现线程数少的时候运行时间更短。

©著作权归作者所有,转载或内容合作请联系作者
  • 人面猴
    序言：七十年代末，一起剥皮案震惊了整个滨河市，随后出现的几起案子，更是在滨河造成了极大的恐慌，老刑警刘岩，带你破解...
    沈念sama阅读 220,492评论 6赞 513
  • 死咒
    序言：滨河连续发生了三起死亡事件，死亡现场离奇诡异，居然都是意外死亡，警方通过查阅死者的电脑和手机，发现死者居然都...
    沈念sama阅读 94,048评论 3赞 396
  • 救了他两次的神仙让他今天三更去死
    文/潘晓璐 我一进店门，熙熙楼的掌柜王于贵愁眉苦脸地迎上来，“玉大人，你说我怎么就摊上这事。” “怎么了？”我有些...
    开封第一讲书人阅读 166,927评论 0赞 358
  • 道士缉凶录：失踪的卖姜人
    文/不坏的土叔 我叫张陵，是天一观的道长。 经常有香客问我，道长，这世上最难降的妖魔是什么？ 我笑而不...
    开封第一讲书人阅读 59,293评论 1赞 295
  • 港岛之恋（遗憾婚礼）
    正文 为了忘掉前任，我火速办了婚礼，结果婚礼上，老公的妹妹穿的比我还像新娘。我一直安慰自己，他们只是感情好，可当我...
    茶点故事阅读 68,309评论 6赞 397
  • 恶毒庶女顶嫁案：这布局不是一般人想出来的
    文/花漫 我一把揭开白布。 她就那样静静地躺着，像睡着了一般。 火红的嫁衣衬着肌肤如雪。 梳的纹丝不乱的头发上，一...
    开封第一讲书人阅读 52,024评论 1赞 308
  • 城市分裂传说
    那天，我揣着相机与录音，去河边找鬼。 笑死，一个胖子当着我的面吹牛，可吹牛的内容都是我干的。 我是一名探鬼主播，决...
    沈念sama阅读 40,638评论 3赞 420
  • 双鸳鸯连环套：你想象不到人心有多黑
    文/苍兰香墨 我猛地睁开眼，长吁一口气：“原来是场噩梦啊……” “哼！你这毒妇竟也来了？” 一声冷哼从身侧响起，我...
    开封第一讲书人阅读 39,546评论 0赞 276
  • 万荣杀人案实录
    序言：老挝万荣一对情侣失踪，失踪者是张志新（化名）和其女友刘颖，没想到半个月后，有当地人在树林里发现了一具尸体，经...
    沈念sama阅读 46,073评论 1赞 319
  • 护林员之死
    正文 独居荒郊野岭守林人离奇死亡，尸身上长有42处带血的脓包…… 初始之章·张勋 以下内容为张勋视角 年9月15日...
    茶点故事阅读 38,188评论 3赞 340
  • 白月光启示录
    正文 我和宋清朗相恋三年，在试婚纱的时候发现自己被绿了。 大学时的朋友给我发了我未婚夫和他白月光在一起吃饭的照片。...
    茶点故事阅读 40,321评论 1赞 352
  • 活死人
    序言：一个原本活蹦乱跳的男人离奇死亡，死状恐怖，灵堂内的尸体忽然破棺而出，到底是诈尸还是另有隐情，我是刑警宁泽，带...
    沈念sama阅读 35,998评论 5赞 347
  • 日本核电站爆炸内幕
    正文 年R本政府宣布，位于F岛的核电站，受9级特大地震影响，放射性物质发生泄漏。R本人自食恶果不足惜，却给世界环境...
    茶点故事阅读 41,678评论 3赞 331
  • 男人毒药：我在死后第九天来索命
    文/蒙蒙 一、第九天 我趴在偏房一处隐蔽的房顶上张望。 院中可真热闹，春花似锦、人声如沸。这庄子的主人今日做“春日...
    开封第一讲书人阅读 32,186评论 0赞 23
  • 一桩弑父案，背后竟有这般阴谋
    文/苍兰香墨 我抬头看了看天上的太阳。三九已至，却和暖如春，着一层夹袄步出监牢的瞬间，已是汗流浃背。 一阵脚步声响...
    开封第一讲书人阅读 33,303评论 1赞 272
  • 情欲美人皮
    我被黑心中介骗来泰国打工， 没想到刚下飞机就差点儿被人妖公主榨干…… 1. 我叫王不留，地道东北人。 一个月前我还...
    沈念sama阅读 48,663评论 3赞 375
  • 代替公主和亲
    正文 我出身青楼，却偏偏与公主长得像，于是被迫代替她去往敌国和亲。 传闻我的和亲对象是个残疾皇子，可洞房花烛夜当晚...
    茶点故事阅读 45,330评论 2赞 358

推荐阅读更多精彩内容