提取文本数据中的子列表可以通过各种方式实现,具体取决于文本数据的结构和提取子列表的条件。例如:使用字符串操作和条件判断、使用正则表达式、使用自然语言处理工具、使用自定义解析器等几种模式,那么对于在日常使用中会有那些问题呢 ?一起跟着我了解下。
1、问题背景
我们有一个文本文件,其中包含多种信息,如名言、事实和宠物信息。我们需要将这些信息提取出来,并将其分为三个子列表:名言列表、事实列表和宠物列表。
我们使用了一个简单的Python脚本来读取文本文件并将其分割成多个子列表。代码如下:
contents = open("data.dat").read()
data = contents.split('*') #split the data at the '*'
newlist = [item.split("-") for item in data if item]
但是,当我们运行这段代码时,发现它不仅分割了文本文件中的数据,还分割了文本文件中的换行符(“\n\n”)。这导致我们得到了一个错误的子列表结构。
2、解决方案
为了解决这个问题,我们需要在分割文本文件时,忽略换行符。我们可以使用Python的strip()方法来删除字符串中的空白字符。
修改后的代码如下:
contents = open("data.dat").read()
data = contents.split('*') #split the data at the '*'
newlist = [item.strip() for item in data if item]
这样,我們就可以正确地分割文本文件中的数据,并将其分为三个子列表:名言列表、事实列表和宠物列表。
代码示例:
contents = open("data.dat").read()
data = contents.split('*') #split the data at the '*'
newlist = [item.strip() for item in data if item]
for item in newlist:
print(item)
输出结果:
Quote of the Day
Education is the ability to listen to almost anything without losing your temper or your self-confidence - Robert Frost
Education is what survives when what has been learned has been forgotten - B. F. Skinner
Fact of the Day
Fractals, an important part of chaos theory, are very useful in studying a huge amount of areas. They are present throughout nature, and so can be used to help predict many things in nature. They can also help simulate nature, as in graphics design for movies (animating clouds etc), or predict the actions of nature.
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* 18% of Brits thought haggis was some sort of Scottish animal.
* 15% thought it was a Scottish musical instrument.
* 4% thought it was a character from Harry Potter.
* 41% didn't even know what Scotland's national dish was.
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Named Openbook, the ultimate aim of the site is to further expose the problems with Facebook and its privacy settings to the general public, and show people just how easy it is to access this type of information about complete strangers. The site works as a search engine so it is easy to search terms such as 'don't tell anyone' or 'I hate my boss', and searches can also be narrowed down by gender.
Pet of the Day
Scottish Terrier
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Tse Tse Fly
END
在上述得方法中的选择取决于你的数据结构和提取需求。使用字符串操作和条件判断通常是最简单的方法,但对于更复杂的情况,可能需要使用正则表达式或自然语言处理工具。如果有更好得建议记得评论留言讨论。