Why doesn't this conversion to utf8 work?
Question:
I have a subprocess command that outputs some characters such as ‘xf1’. I’m trying to decode it as utf8 but I get an error.
s = 'xf1'
s.decode('utf-8')
The above throws:
UnicodeDecodeError: 'utf8' codec can't decode byte 0xf1 in position 0: unexpected end of data
It works when I use ‘latin-1’ but shouldn’t utf8 work as well? My understanding is that latin1 is a subset of utf8.
Am I missing something here?
EDIT:
print s # ñ
repr(s) # returns "'\xa9'"
Answers:
UTF-8 is not a subset of Latin-1. UTF-8 encodes ASCII with the same single bytes. For all other code points, it’s all multiple bytes.
Put simply, xf1 is not valid UTF-8, as Python tells you. “Unexpected end of input” indicates that this byte marks the beginning of a multi-byte sequence which is not provided.
I recommend you read up on UTF-8.
My understanding is that latin1 is a subset of utf8.
Wrong. Latin-1, aka ISO 8859-1 (and sometimes erroneously as Windows-1252), is not a subet of UTF-8. ASCII, on the other hand, is a subset of UTF-8. ASCII strings are valid UTF-8 strings, but generalized Windows-1252 or ISO 8859-1 strings are not valid UTF-8, which is why s.decode('UTF-8') is throwing a UnicodeDecodeError.
It’s the first byte of a multi-byte sequence in UTF-8, so it’s not valid by itself.
In fact, it’s the first byte of a 4 byte sequence.
Bits Last code point Byte 1 Byte 2 Byte 3 Byte 4 Byte 5 Byte 6
21 U+1FFFFF 11110xxx 10xxxxxx 10xxxxxx 10xxxxxx
See here for more info.
You have confused Unicode with UTF-8. Latin-1 is a subset of Unicode, but it is not a subset of UTF-8. Avoid like the plague ever thinking about individual code units. Just use code points. Do not think about UTF-8. Think about Unicode instead. This is where you are being confused.
Source Code for Demo Program
Using Unicode in Python is very easy. It’s especially with Python 3 and wide builds, the only way I use Python, but you can still use the legacy Python 2 under a narrow build if you are careful about sticking to UTF-8.
To do this, always your source code encoding and your output encoding correctly to UTF-8. Now stop thinking of UTF-anything and use only UTF-8 literals, logical code point numbers, or symbolic character names throughout your Python program.
Here’s the source code with line numbers:
% cat -n /tmp/py
1 #!/usr/bin/env python3.2
2 # -*- coding: UTF-8 -*-
3
4 from __future__ import unicode_literals
5 from __future__ import print_function
6
7 import sys
8 import os
9 import re
10
11 if not (("PYTHONIOENCODING" in os.environ)
12 and
13 re.search("^utf-?8$", os.environ["PYTHONIOENCODING"], re.I)):
14 sys.stderr.write(sys.argv[0] + ": Please set your PYTHONIOENCODING envariable to utf8n")
15 sys.exit(1)
16
17 print('1a: el nixF1o')
18 print('2a: el ninu0303o')
19
20 print('1a: el niño')
21 print('2b: el niño')
22
23 print('1c: el niN{LATIN SMALL LETTER N WITH TILDE}o')
24 print('2c: el ninN{COMBINING TILDE}o')
And here are print functions with their non-ASCII characters uniquoted using the x{⋯} notation:
% grep -n ^print /tmp/py | uniquote -x
17:print('1a: el nixF1o')
18:print('2a: el ninu0303o')
20:print('1b: el nix{F1}o')
21:print('2b: el ninx{303}o')
23:print('1c: el niN{LATIN SMALL LETTER N WITH TILDE}o')
24:print('2c: el ninN{COMBINING TILDE}o')
Sample Runs of Demo Program
Here’s a sample run of that program that shows the three different ways (a, b, and c) of doing it: the first set as literals in your source code (which will be subject to StackOverflow’s NFC conversions and so cannot be trusted!!!) and the second two sets with numeric Unicode code points and with symbolic Unicode character names respectively, again uniquoted so you can see what things really are:
% python /tmp/py
1a: el niño
2a: el niño
1b: el niño
2b: el niño
1c: el niño
2c: el niño
% python /tmp/py | uniquote -x
1a: el nix{F1}o
2a: el ninx{303}o
1b: el nix{F1}o
2b: el ninx{303}o
1c: el nix{F1}o
2c: el ninx{303}o
% python /tmp/py | uniquote -v
1a: el niN{LATIN SMALL LETTER N WITH TILDE}o
2a: el ninN{COMBINING TILDE}o
1b: el niN{LATIN SMALL LETTER N WITH TILDE}o
2b: el ninN{COMBINING TILDE}o
1c: el niN{LATIN SMALL LETTER N WITH TILDE}o
2c: el ninN{COMBINING TILDE}o
I really dislike looking at binary, but here is what that looks like as binary bytes:
% python /tmp/py | uniquote -b
1a: el nixC3xB1o
2a: el ninxCCx83o
1b: el nixC3xB1o
2b: el ninxCCx83o
1c: el nixC3xB1o
2c: el ninxCCx83o
The Moral of the Story
Even when you use UTF-8 source, you should think and use only logical Unicode code point numbers (or symbolic named characters), not the individual 8-bit code units that underlie the serial representation of UTF-8 (or for that matter of UTF-16). It is extremely rare to need code units instead of code points, and it just confuses you.
You will also get more reliably behavior if you use a wide build of Python3 than you will get with alternatives to those choices, but that is a UTF-32 matter, not a UTF-8 one. Both UTF-32 and UTF-8 are easy to work with, if you just go with the flow.
the easy way (python 3)
s='xf1'
bytes(s, 'utf-8').decode('utf-8')
#'ñ'
if you are trying decode escaped unicode you can use:
s='Autom\u00e1tico'
bytes(s, "utf-8").decode('unicode-escape')
#'Automático'
I have a subprocess command that outputs some characters such as ‘xf1’. I’m trying to decode it as utf8 but I get an error.
s = 'xf1'
s.decode('utf-8')
The above throws:
UnicodeDecodeError: 'utf8' codec can't decode byte 0xf1 in position 0: unexpected end of data
It works when I use ‘latin-1’ but shouldn’t utf8 work as well? My understanding is that latin1 is a subset of utf8.
Am I missing something here?
EDIT:
print s # ñ
repr(s) # returns "'\xa9'"
UTF-8 is not a subset of Latin-1. UTF-8 encodes ASCII with the same single bytes. For all other code points, it’s all multiple bytes.
Put simply, xf1 is not valid UTF-8, as Python tells you. “Unexpected end of input” indicates that this byte marks the beginning of a multi-byte sequence which is not provided.
I recommend you read up on UTF-8.
My understanding is that latin1 is a subset of utf8.
Wrong. Latin-1, aka ISO 8859-1 (and sometimes erroneously as Windows-1252), is not a subet of UTF-8. ASCII, on the other hand, is a subset of UTF-8. ASCII strings are valid UTF-8 strings, but generalized Windows-1252 or ISO 8859-1 strings are not valid UTF-8, which is why s.decode('UTF-8') is throwing a UnicodeDecodeError.
It’s the first byte of a multi-byte sequence in UTF-8, so it’s not valid by itself.
In fact, it’s the first byte of a 4 byte sequence.
Bits Last code point Byte 1 Byte 2 Byte 3 Byte 4 Byte 5 Byte 6
21 U+1FFFFF 11110xxx 10xxxxxx 10xxxxxx 10xxxxxx
See here for more info.
You have confused Unicode with UTF-8. Latin-1 is a subset of Unicode, but it is not a subset of UTF-8. Avoid like the plague ever thinking about individual code units. Just use code points. Do not think about UTF-8. Think about Unicode instead. This is where you are being confused.
Source Code for Demo Program
Using Unicode in Python is very easy. It’s especially with Python 3 and wide builds, the only way I use Python, but you can still use the legacy Python 2 under a narrow build if you are careful about sticking to UTF-8.
To do this, always your source code encoding and your output encoding correctly to UTF-8. Now stop thinking of UTF-anything and use only UTF-8 literals, logical code point numbers, or symbolic character names throughout your Python program.
Here’s the source code with line numbers:
% cat -n /tmp/py
1 #!/usr/bin/env python3.2
2 # -*- coding: UTF-8 -*-
3
4 from __future__ import unicode_literals
5 from __future__ import print_function
6
7 import sys
8 import os
9 import re
10
11 if not (("PYTHONIOENCODING" in os.environ)
12 and
13 re.search("^utf-?8$", os.environ["PYTHONIOENCODING"], re.I)):
14 sys.stderr.write(sys.argv[0] + ": Please set your PYTHONIOENCODING envariable to utf8n")
15 sys.exit(1)
16
17 print('1a: el nixF1o')
18 print('2a: el ninu0303o')
19
20 print('1a: el niño')
21 print('2b: el niño')
22
23 print('1c: el niN{LATIN SMALL LETTER N WITH TILDE}o')
24 print('2c: el ninN{COMBINING TILDE}o')
And here are print functions with their non-ASCII characters uniquoted using the x{⋯} notation:
% grep -n ^print /tmp/py | uniquote -x
17:print('1a: el nixF1o')
18:print('2a: el ninu0303o')
20:print('1b: el nix{F1}o')
21:print('2b: el ninx{303}o')
23:print('1c: el niN{LATIN SMALL LETTER N WITH TILDE}o')
24:print('2c: el ninN{COMBINING TILDE}o')
Sample Runs of Demo Program
Here’s a sample run of that program that shows the three different ways (a, b, and c) of doing it: the first set as literals in your source code (which will be subject to StackOverflow’s NFC conversions and so cannot be trusted!!!) and the second two sets with numeric Unicode code points and with symbolic Unicode character names respectively, again uniquoted so you can see what things really are:
% python /tmp/py
1a: el niño
2a: el niño
1b: el niño
2b: el niño
1c: el niño
2c: el niño
% python /tmp/py | uniquote -x
1a: el nix{F1}o
2a: el ninx{303}o
1b: el nix{F1}o
2b: el ninx{303}o
1c: el nix{F1}o
2c: el ninx{303}o
% python /tmp/py | uniquote -v
1a: el niN{LATIN SMALL LETTER N WITH TILDE}o
2a: el ninN{COMBINING TILDE}o
1b: el niN{LATIN SMALL LETTER N WITH TILDE}o
2b: el ninN{COMBINING TILDE}o
1c: el niN{LATIN SMALL LETTER N WITH TILDE}o
2c: el ninN{COMBINING TILDE}o
I really dislike looking at binary, but here is what that looks like as binary bytes:
% python /tmp/py | uniquote -b
1a: el nixC3xB1o
2a: el ninxCCx83o
1b: el nixC3xB1o
2b: el ninxCCx83o
1c: el nixC3xB1o
2c: el ninxCCx83o
The Moral of the Story
Even when you use UTF-8 source, you should think and use only logical Unicode code point numbers (or symbolic named characters), not the individual 8-bit code units that underlie the serial representation of UTF-8 (or for that matter of UTF-16). It is extremely rare to need code units instead of code points, and it just confuses you.
You will also get more reliably behavior if you use a wide build of Python3 than you will get with alternatives to those choices, but that is a UTF-32 matter, not a UTF-8 one. Both UTF-32 and UTF-8 are easy to work with, if you just go with the flow.
the easy way (python 3)
s='xf1'
bytes(s, 'utf-8').decode('utf-8')
#'ñ'
if you are trying decode escaped unicode you can use:
s='Autom\u00e1tico'
bytes(s, "utf-8").decode('unicode-escape')
#'Automático'