Python2: Using .decode with errors='replace' still returns errors

问题

So I have a message which is read from a file of unknown encoding. I want to send to a webpage for display. I've grappled a lot with UnicodeErrors and have gone through many Q&As on StackOverflow and think I have decent understand of how Unicode and encoding works. My current code looks like this

try :
            return message.decode(encoding='utf-8')
        except:
            try:
                return message.decode(encoding='latin-1')
            except:
                try:
                    print("Unable to entirely decode in latin or utf-8, will replace error characters with '?'")
                    return message.decode(encoding='utf-8', errors="replace")

The returned message is then dumped into a JSON and send to the front end.

I assumed that because I'm using errors="replace"on the last try except that I was going to avoid exceptions at the expense of having a few '?' characters in my display. An acceptable cost.

However, it seems that I was too hopeful, and for some files I still get a UnicodeDecodeException saying "ascii codecs cannot decode" for some character. Why doesn't errors="replace" just take care of this?

(also as a bonus question, what does ascii have to do with any of this?.. I'm specifying UTF-8)

回答1:

You should not get a UnicodeDecodeError with errors='replace'. Also str.decode('latin-1') should never fail, because ISO-8859-1 has a valid character mapping for every possible byte sequence.

My suspicion is that message is already a unicode string, not bytes. Unicode text has already been ‘decoded’ from bytes and can't be decoded any more.

When you call .decode() an a unicode string, Python 2 tries to be helpful and decides to encode the Unicode string back to bytes (using the default encoding), so that you have something that you can really decode. This implicit encoding step doesn't use errors='replace', so if there are any characters in the Unicode string that aren't in the default encoding (probably ASCII) you'll get a UnicodeEncodeError.

(Python 3 no longer does this as it is terribly confusing.)

Check the type of message and assuming it is indeed Unicode, work back from there to find where it was decoded (possibly implicitly) to replace that with the correct decoding.

回答2:

decode with error replace implements the 'replace' error handling (for text encodings only): substitutes '?' for encoding errors (to be encoded by the codec), and '\ufffd' (the Unicode replacement character) for decoding errors

text encodings means A "codec which encodes Unicode strings to bytes."

maybe your data is malformed - u should try 'ignore' error handling where malformed data is ignored and encoding or decoding is continued without further notice.

message.decode(encoding='utf-8', errors="ignore")

来源：https://stackoverflow.com/questions/40029017/python2-using-decode-with-errors-replace-still-returns-errors