Normalizing Unicode

Is there a standard way, in Python, to normalize a unicode string, so that it only comprehends the simplest unicode entities that can be used to represent it ?

I mean, something which would translate a sequence like ['LATIN SMALL LETTER A', 'COMBINING ACUTE ACCENT'] to ['LATIN SMALL LETTER A WITH ACUTE'] ?

See where is the problem:

>>> import unicodedata
>>> char = "á"
>>> len(char)
1
>>> [ unicodedata.name(c) for c in char ]
['LATIN SMALL LETTER A WITH ACUTE']

But now:

>>> char = "á"
>>> len(char)
2
>>> [ unicodedata.name(c) for c in char ]
['LATIN SMALL LETTER A', 'COMBINING ACUTE ACCENT']

I could, of course, iterate over all the chars and do manual replacements, etc., but it is not efficient, and I’m pretty sure I would miss half of the special cases, and do mistakes.

Answers:

Thank you for visiting the Q&A section on Magenaut. Please note that all the answers may not help you solve the issue immediately. So please treat them as advisements. If you found the post helpful (or not), leave a comment & I’ll get back to you as soon as possible.

Method 1

The unicodedata module offers a .normalize() function, you want to normalize to the NFC form. An example using the same U+0061 LATIN SMALL LETTER – U+0301 A COMBINING ACUTE ACCENT combination and U+00E1 LATIN SMALL LETTER A WITH ACUTE code points you used:

>>> print(ascii(unicodedata.normalize('NFC', 'u0061u0301')))
'xe1'
>>> print(ascii(unicodedata.normalize('NFD', 'u00e1')))
'au0301'

(I used the ascii() function here to ensure non-ASCII codepoints are printed using escape syntax, making the differences clear).

NFC, or ‘Normal Form Composed’ returns composed characters, NFD, ‘Normal Form Decomposed’ gives you decomposed, combined characters.

The additional NFKC and NFKD forms deal with compatibility codepoints; e.g. U+2160 ROMAN NUMERAL ONE is really just the same thing as U+0049 LATIN CAPITAL LETTER I but present in the Unicode standard to remain compatible with encodings that treat them separately. Using either NFKC or NFKD form, in addition to composing or decomposing characters, will also replace all ‘compatibility’ characters with their canonical form.

Here is an example using the U+2167 ROMAN NUMERAL EIGHT codepoint; using the NFKC form replaces this with a sequence of ASCII V and I characters:

>>> unicodedata.normalize('NFC', 'u2167')
'Ⅷ'
>>> unicodedata.normalize('NFKC', 'u2167')
'VIII'

Note that there is no guarantee that composed and decomposed forms are commutative; normalizing a combined character to NFC form, then converting the result back to NFD form does not always result in the same character sequence. The Unicode standard maintains a list of exceptions; characters on this list are composable, but not decomposable back to their combined form, for various reasons. Also see the documentation on the Composition Exclusion Table.

Method 2

Yes, there is.

unicodedata.normalize(form, unistr)

You need to select one of the four normalization forms.

All methods was sourced from stackoverflow.com or stackexchange.com, is licensed under cc by-sa 2.5, cc by-sa 3.0 and cc by-sa 4.0