一个黑科技，Python竟然可以伪造很多'假'的数据！

知行编程网 2022-05-19 07:00 知行编程网 | 隐藏边栏 | 抢沙发 | 9 0

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Python里面的库真的太多太多了，各种千奇百怪的都有。今天小编逛GitHub的时候发现一个好玩的库，这个库可厉害啦，竟然能够模拟出很多以假乱真的数据。

在生产环境中，有点时候产品要上线，后端必要要做用户的压力测试，就需要大量的人员信息数据去测试我们的产品，嘿嘿这个库就可以派上用场啦，我们一起来看一下。

这个神器竟然收获了10000多颗星，1200多个fork，还是很厉害的，它支持Python2和Python3，可以模拟制造很多人员的信息，而且使用起来非常方便，我们来看一下这个库啥妙用。

01.如何安装

直接pip3 install faker 非常方便

02.如何使用

1).轻松的创建一排人的名字，地址和信息

name:Peter Thompsonaddr:7025 Alice Lodge Suite 136Port Juanshire, WV 92045text:Season spring smile marriage fire answer run.Population read inside several seat travel. Player parent two pressure easy. Television customer century school.

name:Christopher Carpenteraddr:982 Harper VillageWest Marcusland, GA 93351text:Condition meeting hour arrive note newspaper condition. Response game police plan staff say plan.Reach ahead certain there health my store. Attack lay our.

2).按照地理位置，国家来创建不同的人名字

有同学说这个都是老外的地址，名字，能不能弄一些中文的名字。当然可以在这个fake是支持中文的名字和地址的：

我们只需要在Faker这个类初始化的时候选择zn_CN就可以了，看一些打印的结果

1 卢瑜新疆维吾尔自治区刚市孝南哈尔滨路f座 656763

2 聂秀芳上海市哈尔滨市怀柔孟路L座 322988

3 王娜海南省丹县静安刘路q座 799385

4 叶建国河北省石家庄市永川张街d座 521237

5 杜欢安徽省帆县新城高路O座 228842

是不是很神奇啊，小编查了一下源码，这个神奇的库竟然支持模拟45个国家的人名字，地址等信息。

3).除了人名地址，还能模拟其他的数据

除了上面的人名，地址信息，faker这个库还能模拟出其他的更详细的数据，比如国家，省，城市，县城，区，街道，工作岗位，电话号码等。

1 黑龙江省涛市海港辽宁省辛集市南溪济南路Z座 817565 汤桂兰房产项目配套工程师 15663140494

2 山西省邯郸市沙湾陕西省重庆县黄浦济南路v座 936582 蒋宇集装箱业务 13783872876

3 海南省嘉禾市兴山广东省海口县海陵马路M座 849210 王丽电声/音响工程师/技术员 13196533827

4 湖北省建华市西峰贵州省西宁县东城合肥路V座 856552 董秀珍意大利语翻译 13414389884

5 宁夏回族自治区辛集县沙市甘肃省辽阳县花溪甘路e座 168010 郭玉组装工 18762413524

03.探索一下源码

小编也非常好奇，这个库哪里来的这么多的信息呢，有没有连接数据库的支持～～就能随意所欲的创造这么人的信息。

于是我深入源码探究了一番，原来在这个源码库里面有一个provider文件夹，里面存放了大量的信息，而且进行了分类整理整:

我们随便挑选一个文件夹people/zh_CN进去看一下，到底这个神奇的人名是怎么来的，为啥弄的有模有样的？

原来是hardcode了一堆固定的人姓和名字，然后按照男女进行分类，并且名字的姓还按照一定权重进行分布，比如王，李，张，刘这些都是用的比较多的名字，然后再用算法按照一定的规则进行随机生成。

探寻了一番觉得这个库还是很有意思的，尤其是在后端进行用户压力测试的非常有用！有兴趣的小伙伴可以下载玩一下，顺便探索一下它的源码，作者的代码结构写的非常工整，吸收一波功力。对这个库有兴趣的同学，欢迎留言吱一声。

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楷体_GB2312, SimKai;font-size: 15px;">点这里，进菜鸟学PythonB站大本营</span></section></section></section></section></section></section></section>