每个月都有各种各样的开销，不当家不知道柴米贵呀！柴米油盐酱醋茶样样都要开销，吃的穿的，各种开销，每个月都没有啥结余，小编月初是富人，月底就光了。
都说理财从记账开始，小编我用过很多记账软件，但是都不是很好用，对我来说太复杂了。个人喜欢极其简单的Todolist那种风格，于是我喜欢开始用文本来记录每个月的开销，小编的开销如下：
账单:6月
1.伙食费,-3000
2.零花钱,-1000
3.房租,-3000
4.车贷,-3000
5.工资,+10000
6.理财，+800
7.朋友聚餐，-500
8.买衣服,-500
9.水电费,-100
10.油费,-300
11.交通补贴,+800
12.货币基金,+600
13.手机费,-100
如果用短短的20行Python代码，分分钟把它变成一个炫酷的随手记的账单呢，其实很简单。我们学Python的目的就是学以致用，能解决日常问题的Python才是真正有趣的！
01.第一步
把上面的文本的内容复制到如下：
<span style="font-size: 16px;">bill<span style="color: rgb(249, 38, 114);">=</span><span style="color: rgb(0, 128, 128);">'''<br />'''</span></span>声明一下变量，然后把文本的每一个月记录黏贴到字符串里面
<span style="font-size: 16px;"><span style="background-color: rgb(71, 44, 71);">bill</span><span style="color: rgb(249, 38, 114);">=</span><span style="color: rgb(0, 128, 128);">'''<br />账单:6月<br />1.伙食费,-2000<br />2.零花钱,-500<br />3.房租,-3000<br />4.衣服,-1000<br />5.工资,+10000<br />6.理财,+800<br />7.朋友聚餐,-500<br />8.买衣服,-500<br />9.水电费,-100<br />10.油费,-300<br />11.全勤奖,+1000<br />12.货币基金,+600<br />13.手机费,-100<br />14.水果,-300<br />15.地铁+公交,-400<br />'''</span></span>02.处理数据
虽然我们已经在内存里面声明一个变量bill来记录我们的月账单，但是我们需要进行加工，对数据进行切割和加工，还要进行清洗！好比你买会来一条鱼，我们要斩头去尾，去鱼鳞然后剔鱼肉。
家庭的开销，我们分收入和支出两部分，而原生的数据，里面有中文，序列数字，标点，还有开销的数字，所以我们需要清洗并提取数据。
先对账单进行头尾的处理，第一行是我们的账单的名字，剩下的都是具体的账单内容。
03.切割数据
我们把数据用推导列表进行展开，通过'-'认为是每月开销，'+'认为是每月收入。然后再对每一段数据进行清洗，取掉序列标号。
接着把开销的字符串变成整数
里面有大量的字符串，比如'-100'，'+1000'，这些都是字符串，我们必须转为整型或者浮点型才能计算。
04.计算开销明细
经过上面的数据准备，我们可以动手进行计算，看看花了多少钱，还结余多少。
>>
收入: 12400.0
支出: 8700.0
结余: 3700
算下来，一个月虽然有1万多的收入，但是入不敷出啊，各种开销都很大。还是需要继续开源节流啊～
05.炫酷的账本来了
如果说上面这些加加减减好想也没有什么特别的，只是进行数据的统计，谈不上很炫酷呀。那么下面几行代码可以才是我们的重头戏，几行代码立马让你眼前一亮：
支出的：
收入：
收入/支持比：
06.更上一层楼，优化代码
如果让我们的代码功能更强大，增强容错功能！让用户输入的时候更方便，毕竟用户输入的数据不可能这么工整！
-
比如如果我们的用户输入的时候，开支用'-'，而收入用可以省略'+'，这样用户可以少输一个字符，更简洁；
-
比如输入‘15.地铁+公交,-400’ ，输入的时候会英文的逗号和中文的逗号不分，一不小心就写成‘15.地铁+公交，-400’
其实我们的代码只要改动几个字符，就能让我们的程序功能大增，让用户使用起来更爽。
我们在正则的地方，增加一行，
<span style="font-size: 16px;"><span style="background-color: rgb(71, 44, 71);">patt</span><span style="color: rgb(249, 38, 114);">=</span>re.compile(<span style="color: rgb(0, 128, 128);">r'[.,，]'</span>)</span>再清洗数据的,计算收入的时候改变一下判断
<span style="font-size: 16px;"><span style="background-color: rgb(71, 44, 71);">income</span><span style="color: rgb(249, 38, 114);">=</span>[re.split(patt<span style="color: rgb(204, 120, 50);">, </span>e)[<span style="color: rgb(174, 129, 255);">1</span><span style="color: rgb(249, 38, 114);">:</span>] <span style="color: rgb(102, 217, 239);font-style: italic;">for </span>e <span style="color: rgb(102, 217, 239);font-style: italic;">in </span>body <span style="color: rgb(102, 217, 239);font-style: italic;">if </span><span style="color: rgb(0, 128, 128);">'-' </span><span style="color: rgb(102, 217, 239);font-style: italic;">not in </span>e]</span>
这样的优化能轻松搞定用户的输入容错。是不是很爽，自己动手用Python写一遍，看看你每个月的收支明细，是不是很有成就感！啊呀，小编忘记计算自己的花呗的账单了。。。。下个月又要吃泡面了。
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data-darkmode-color-15860613985508="rgb(51, 51, 51)" data-darkmode-original-color-15860613985508="rgb(51, 51, 51)" data-darkmode-bgimage-15860613985508="1" data-darkmode-bgcolor-15870356070738="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356070738="rgb(255, 255, 255)" data-darkmode-color-15870356070738="rgb(51, 51, 51)" data-darkmode-original-color-15870356070738="rgb(51, 51, 51)" data-darkmode-bgimage-15870356070738="1" data-darkmode-bgcolor-15870356071023="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356071023="rgb(255, 255, 255)" data-darkmode-color-15870356071023="rgb(51, 51, 51)" data-darkmode-original-color-15870356071023="rgb(51, 51, 51)" data-darkmode-bgimage-15870356071023="1" data-darkmode-bgcolor-15882384789136="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882384789136="rgb(255, 255, 255)" data-darkmode-color-15882384789136="rgb(51, 51, 51)" data-darkmode-original-color-15882384789136="rgb(51, 51, 51)" data-darkmode-bgimage-15882384789136="1" data-darkmode-bgcolor-15882396318564="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882396318564="rgb(255, 255, 255)" data-darkmode-color-15882396318564="rgb(51, 51, 51)" data-darkmode-original-color-15882396318564="rgb(51, 51, 51)" data-darkmode-bgimage-15882396318564="1" data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(51, 51, 51)" data-darkmode-original-color-15900529136199="rgb(51, 51, 51)" data-darkmode-bgimage-15900529136199="1" style="word-spacing: 1px;font-size: 14px;color: rgb(51, 51, 51);text-align: right;"><span data-darkmode-bgcolor-15860613985508="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15860613985508="rgb(255, 255, 255)" data-darkmode-color-15860613985508="rgb(51, 51, 51)" data-darkmode-original-color-15860613985508="rgb(51, 51, 51)" data-darkmode-bgimage-15860613985508="1" data-darkmode-bgcolor-15870356070738="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356070738="rgb(255, 255, 255)" data-darkmode-color-15870356070738="rgb(51, 51, 51)" data-darkmode-original-color-15870356070738="rgb(51, 51, 51)" data-darkmode-bgimage-15870356070738="1" data-darkmode-bgcolor-15870356071023="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15870356071023="rgb(255, 255, 255)" data-darkmode-color-15870356071023="rgb(51, 51, 51)" data-darkmode-original-color-15870356071023="rgb(51, 51, 51)" data-darkmode-bgimage-15870356071023="1" data-darkmode-bgcolor-15882384789136="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882384789136="rgb(255, 255, 255)" data-darkmode-color-15882384789136="rgb(51, 51, 51)" data-darkmode-original-color-15882384789136="rgb(51, 51, 51)" data-darkmode-bgimage-15882384789136="1" data-darkmode-bgcolor-15882396318564="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15882396318564="rgb(255, 255, 255)" data-darkmode-color-15882396318564="rgb(51, 51, 51)" data-darkmode-original-color-15882396318564="rgb(51, 51, 51)" data-darkmode-bgimage-15882396318564="1" data-darkmode-bgcolor-15900529136199="rgb(36, 36, 36)" data-darkmode-original-bgcolor-15900529136199="rgb(255, 255, 255)" data-darkmode-color-15900529136199="rgb(51, 51, 51)" data-darkmode-original-color-15900529136199="rgb(51, 51, 51)" data-darkmode-bgimage-15900529136199="1" style="font-family: 楷体, 楷体_GB2312, SimKai;">点的“在看”，否则就看不到我了555</span></section><p><br /></p></section></section></section></section></section></section>本篇文章来源于: 菜鸟学Python
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