How to work with unicode in Python

python string unicode replace unicode-string

18,794

Solution 1

may be you should be doing

s=unicodestring.replace(u'\xa0',u'')

Solution 2

s=unicodestring.replace('\xa0','')

..is trying to create the unicode character \xa0, which is not valid in an ASCII sctring (the default string type in Python until version 3.x)

The reason r'\xa0' did not error is because in a raw string, escape sequences have no effect. Rather than trying to encode \xa0 into the unicode character, it saw the string as a "literal backslash", "literal x" and so on..

The following are the same:

>>> r'\xa0'
'\\xa0'
>>> '\\xa0'
'\\xa0'

This is something resolved in Python v3, as the default string type is unicode, so you can just do..

>>> '\xa0'
'\xa0'

I am trying to clean all of the HTML out of a string so the final output is a text file

I would strongly recommend BeautifulSoup for this. Writing an HTML cleaning tool is difficult (given how horrible most HTML is), and BeautifulSoup does a great job at both parsing HTML, and dealing with Unicode..

>>> from BeautifulSoup import BeautifulSoup
>>> soup = BeautifulSoup("<html><body><h1>Hi</h1></body></html>")
>>> print soup.prettify()
<html>
 <body>
  <h1>
   Hi
  </h1>
 </body>
</html>

Solution 3

Look at the codecs standard library, specifically the encode and decode methods provided in the Codec base class.

There's also a good article here that puts it all together.

Solution 4

Instead of this, it's better to use standard python features.

For example:

string = unicode('Hello, \xa0World', 'utf-8', 'replace')

string = unicode('Hello, \xa0World', 'utf-8', 'ignore')

where replace will replace \xa0 to \\xa0.

But if \xa0 is really not meaningful for you and you want to remove it then use ignore.

Solution 5

Just a note regarding HTML cleaning. It is very very hard, since

<
body
>

Is a valid way to write HTML. Just an fyi.

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PyNEwbie

Academic researcher who discovered how python can make many tedious and seemingly impossible tasks become approachable and possible. Self taught. I went from knowing no python to having a small software company that sells specialized tools to academic researchers around the world in under a year. SOreadytohelp

Updated on June 14, 2022

Comments

PyNEwbie almost 2 years
I am trying to clean all of the HTML out of a string so the final output is a text file. I have some some research on the various 'converters' and am starting to lean towards creating my own dictionary for the entities and symbols and running a replace on the string. I am considering this because I want to automate the process and there is a lot of variability in the quality of the underlying html. To begin comparing the speed of my solution and one of the alternatives for example pyparsing I decided to test replace of \xa0 using the string method replace. I get a
```
UnicodeDecodeError: 'ascii' codec can't decode byte 0xa0 in position 0: ordinal not in range(128)
```
The actual line of code was
```
s=unicodestring.replace('\xa0','')
```
Anyway-I decided that I needed to preface it with an r so I ran this line of code:
```
s=unicodestring.replace(r'\xa0','')
```
It runs without error but I when I look at a slice of s I see that the \xaO is still there
- David Z about 15 years
  
  Why would you prefix '\xa0' with an r? That makes it a raw string - that is, it literally contains backslash, x, a, 0. Without the r, it contained a single character with hex code a0, which I think is what you wanted.
- PyNEwbie about 15 years
  
  Because I was trying to guess why I got the error and I know that sometimes to force the \ to be read you have to make it a string literal and also the \xa0 is what actually exists in my source. what is hex code a0?
PyNEwbie about 15 years

So how did you know to do this since I have not seen this in any example? Thanks
PyNEwbie about 15 years

Thanks-great article you are right it does put a lot together.
PyNEwbie about 15 years

I appreciate this answer. I have used BS to extract data from tables and it is very useful. However, it seems to me that to remove the html using BS I have to know what is present. Am I wrong about that?
dbr about 15 years

I'm not sure what you mean? You can remove HTML via countless ways, from the first table in a div, to by-class-or-id etc..
Gourneau almost 12 years

BeautifulSoup.prettyify() was just a life saver! Thanks!