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Convert Unicode to ASCII without errors in Python

python
unicode
ascii
encoding
Anton ShumikhinbyAnton Shumikhin·Dec 19, 2024
TLDR

The straight fire way to convert Unicode to ASCII in Python is utilizing the str.encode() method with the 'ascii' codec. Tackle errors with 'ignore' to kick out non-ASCII characters or 'replace' to put '?' on their place like an "unknown artist" tag.

unicode_str = "éxámplè" # "Not on my watch!" says 'ignore' ascii_str_ignore = unicode_str.encode('ascii', 'ignore').decode() # Output: "xmpl" # "Who goes there?" asks 'replace' ascii_str_replace = unicode_str.encode('ascii', 'replace').decode() # Output: "?x?mpl?"

Cater your needs by choosing 'ignore' or 'replace' based on your love or hate relationship with non-ASCII content.

Mastering accented characters

Any characters giving an Oscar performance with their accents can be brought back down to earth. Use unicodedata.normalize to check their diva status at the door and then 'ignore' to leave behind any non-ASCII remnants:

import unicodedata unicode_str = "Café" # So fancy! normalized_str = unicodedata.normalize('NFKD', unicode_str) ascii_str = normalized_str.encode('ascii', 'ignore').decode() # Output: "Cafe", now we're casually chillin'

NFKD normalization is the reality check for é, breaking it into e and a residual acute accent, which is then politely but firmly shown the door by encode('ascii', 'ignore').

Leveraging third-party libraries

The Unidecode library puts in an overtime shift here, handling full spectrum Unicode-to-ASCII conversion scenarios like a pro:

from unidecode import unidecode unicode_str = "你好,世界!" # Whoa, slow down there! ascii_str = unidecode(unicode_str) # Output: "Ni Hao , Shi Jie !", now that's way friendlier!

Unidecode is like your very own language translator, it takes Unicode and gives you the best possible ASCII representation. It's your babel fish in a sea of text that lacks direct ASCII correspondence.

Intelligent decoding with chardet

Listen up! chardet, here, will detect the correct encoding of a byte string before you jump in decoding:

import chardet byte_data = b"Some byte string that's been through things" detected_encoding = chardet.detect(byte_data)['encoding'] # Sherlock Holmes mode activated 🧐 decoded_string = byte_data.decode(detected_encoding) # Voila! Panic averted.

Less encoding errors, less headaches. Just like a good painkiller, chardet ensures that you're decoding wisely!

Interacting with web data

You wouldn't jump off a cliff without checking the landing, would you? Same with fetching web content, use the appropriate charset from the Content-Type header or a meta tag to carefully decode to Unicode first and then re-encode it to ASCII:

import requests response = requests.get('https://example.com') # Beginning of an adventure! encoding = response.encoding # More like 'decoding', am I right? unicode_content = response.content.decode(encoding) # Now you're speaking my language. ascii_content = unicode_content.encode('ascii', 'ignore').decode() # Good ol' ASCII never disappoints.

Remember the first rule of dealing with web data: Protect the integrity of the payload. So, encoding management is crucial.

Smarter encoding with Django

Django users, we've got your back! Meet smart_str for streamlined encoding handling:

from django.utils.encoding import smart_str unicode_str = "A Unicode string with aspirations" ascii_str = smart_str(unicode_str, encoding='ascii', errors='ignore') # Django Masterclass

With smart_str, you're just being smart. It's like an intelligent assistant that deals with different object types swiftly, making your life so much easier!

Untangling gzipped responses

Web responses dolled up in gzipped outfits can soil your day. Python 3 is your laundry service, undressing them with the gzip and io modules:

import gzip import io res = requests.get('https://example.com', headers={'Accept-Encoding': 'gzip'}) # web's black-tie event! if res.headers.get('Content-Encoding') == 'gzip': gzip_file = io.BytesIO(res.content) # Let's undress that response with gzip.open(gzip_file, 'rt', encoding=res.encoding) as f: unicode_content = f.read() # Now we're comfy! ascii_content = unicode_content.encode('ascii', 'ignore').decode() # And we're back in our pajamas

Just like respecting the dress code matters, handling gzipped content correctly before converting to ASCII is just basic etiquette.

Considering source codes

Just as coders love comments (well, they should!), Python source code adores the presence of file encoding on top:

# -*- coding: utf-8 -*- # At the top, like a 🎩 on a 💼

Got a stamp of approval from PEP 263, this declaration ensures Python correctly interprets your script in the encoding named. It's like singing the National Anthem before the game - it sets the right tone.