I'm parsing hex/unicode escapes from text.
So I'll have an input string like
\x{abcd}
which is easy enough - I wind up with an array ["ab", "cd"] which I call digits and do this to it:
return bytes(int(d, 16) for d in digits).decode("utf-8")
So I basically accept everything between the {} as a UTF-8-encoded character and turn it into a character. Simple.
>>> bytes(int(d, 16) for d in ["e1", "88", "92"]).decode("utf-8")
'ሒ'
But I want to go the other way: \u{1212} should result in the same character. The problem is, I don't know how to treat the resulting ["12", "12"] as a unicode code point instead of UTF-8 bytes to get the ሒ character again.
How can I do this in python 3?
You can use chr after parsing the number as base-16:
>>> chr(int('1212', 16))
'ሒ'
>>> '\u1212'
'ሒ'
If you're replacing this globally in some string, using re.sub with a substitution function could make this simple:
import re
def replacer(match):
if match.group(2) == 'u':
return chr(int(match.group(3), 16))
elif match.group(2) == 'x':
return # ...
re.sub(r'(\\(x|u)\{(.*?)\})', replacer, r'\x{abcd} foo \u{1212}')
do you mean to encode the string like this?
>>> print u"\u1212"
ሒ
>>> print u"\u00A9"
©
edit:
if you start with a string, it's just
>>> chr(int("1212", 16))
'ሒ'
Related
I want to strip some unwanted symbols from my variable. In this case the symbols are backslashes. I am using a HEX number, and as an example I will show some short simple code down bellow. But I don't want python to convert my HEX to ASCII, how would I prevent this from happening.? I have some long shell codes for asm to work with later which are really long and removing \ by hand is a long process. I know there are different ways like using echo -e "x\x\x\x" > output etc, but my whole script will be written in python.
Thanks
>>> a = "\x31\xC0\x50\x68\x74\x76"
>>> b = a.strip("\\")
>>> print b
1�Phtv
>>> a = "\x31\x32\x33\x34\x35\x36"
>>> b = a.strip("\\")
>>> print b
123456
At the end I would like it to print my var:
>>> print b
x31x32x33x34x35x36
There are no backslashes in your variable:
>>> a = "\x31\xC0\x50\x68\x74\x76"
>>> print(a)
1ÀPhtv
Take newline for example: writing "\n" in Python will give you string with one character -- newline -- and no backslashes. See string literals docs for full syntax of these.
Now, if you really want to write string with such backslashes, you can do it with r modifier:
>>> a = r"\x31\xC0\x50\x68\x74\x76"
>>> print(a)
\x31\xC0\x50\x68\x74\x76
>>> print(a.replace('\\', ''))
x31xC0x50x68x74x76
But if you want to convert a regular string to hex-coded symbols, you can do it character by character, converting it to number ("\x31" == "1" --> 49), then to hex ("0x31"), and finally stripping the first character:
>>> a = "\x31\xC0\x50\x68\x74\x76"
>>> print(''.join([hex(ord(x))[1:] for x in a]))
'x31xc0x50x68x74x76'
There are two problems in your Code.
First the simple one:
strip() just removes one occurrence. So you should use replace("\\", ""). This will replace every backslash with "", which is the same as removing it.
The second problem is pythons behavior with backslashes:
To get your example working you need to append an 'r' in front of your string to indicate, that it is a raw string. a = r"\x31\xC0\x50\x68\x74\x76". In raw strings, a backlash doesn't escape a character but just stay a backslash.
>>> r"\x31\xC0\x50\x68\x74\x76"
'\\x31\\xC0\\x50\\x68\\x74\\x76'
I have a file of strings one per line in which non-ascii characters have been escaped with decimal code points. One example line is:
mj\\195\\164ger
(The double backslashes are in the file exactly as printed)
I would like to process this string to produce
mjäger
. Conventionally, python uses hexadecimal escapes rather than decimal escapes (e.g., the above string would be written as mj\xc3\xa4ger, which python can decode:
>>> by=b'mj\xc3\xa4ger'
>>> by.decode('utf-8')
'mjäger'
Python, however, doesn't recognize the decimal escape right away.
I have written a method that correctly manipulates the strings to produce hexadecimal escapes, but these escapes are themselves escaped. How can I get python to process these hexadecimal escapes to create the final string?
import re
hexconst=["0","1","2","3","4","5","6","7","8","9","a","b","c","d","e","f"]
escapes=re.compile(r"\\[0-9]{3}")
def dec2hex(matchobj):
dec=matchobj.group(0)
dec=int(dec[1:])
digit1=dec//16 #integer division
digit2=dec%16
hex="\\x" + hexconst[digit1] + hexconst[digit2]
return hex
line=r'mj\195\164ger'
print(escapes.sub(dec2hex,line)) #Outputs mj\xc3\xa4ger
What is the final step I'm missing to convert the output of the above from mj\xc3\xa4ger to mjäger? Thanks!
It's much easier. re.sub() can take a callback function instead of a replacement string as an argument:
>>> import re
>>> line=r'mj\195\164ger'
>>> def replace(match):
... return chr(int(match.group(1)))
>>> regex = re.compile(r"\\(\d{1,3})")
>>> new = regex.sub(replace, line)
>>> new
'mj\xc3\xa4ger'
>>> print new
mjäger
In Python 3, strings are Unicode strings, so if you're working with encoded input (like UTF-8 encoded content), then you need to use the proper type which is bytes:
>>> line = rb'mj\195\164ger'
>>> regex = re.compile(rb"\\(\d{1,3})")
>>> def replace(match):
... return int(match.group(1)).to_bytes(1, byteorder="big")
>>> new = regex.sub(replace, line)
>>> new
b'mj\xc3\xa4ger'
>>> print(new.decode("utf-8"))
mjäger
(Python 3.3.2) I have to unescape some non ASCII escaped characters returned by a call to re.escape(). I see here and here methods that doesn't work. I'm working in a 100% UTF-8 environment.
# pure ASCII string : ok
mystring = "a\n" # expected unescaped string : "a\n"
cod = codecs.getencoder('unicode_escape')
print( cod(mystring) )
# non ASCII string : method #1
mystring = "€\n"
# equivalent to : mystring = codecs.unicode_escape_decode(mystring)
cod = codecs.getdecoder('unicode_escape')
print(cod(mystring))
# RESULT = ('â\x82¬\n', 5) INSTEAD OF ("€\n", 2)
# non ASCII string : method #2
mystring = "€\n"
mystring = bytes(mystring, 'utf-8').decode('unicode_escape')
print(mystring)
# RESULT = â\202¬ INSTEAD OF "€\n"
Is this a bug ? Have I misunderstood something ?
Any help would be appreciated !
PS : I edited my post thanks to the Michael Foukarakis' remark.
I guess the actual string you need to process is mystring = €\\n?
mystring = "€\n" # that's 2 char, "€" and new line
mystring = "€\\n" # that's 3 char, "€", "\" and "n"
I don't really understand what's going wrong within encode() and decode() of python3, but my friend solve this problem when we are writing some tools.
How we did is to bypass the encoder("utf_8") after the escape procedure is done.
>>> "€\\n".encode("utf_8")
b'\xe2\x82\xac\\n'
>>> "€\\n".encode("utf_8").decode("unicode_escape")
'â\x82¬\n'
>>> "€\\n".encode("utf_8").decode("unicode_escape").encode("utf_8")
b'\xc3\xa2\xc2\x82\xc2\xac\n' # we don't want this
>>> bytes([ord(char) for char in "€\\n".encode("utf_8").decode("unicode_escape")])
b'\xe2\x82\xac\n' # what we really need
>>> str(bytes([ord(char) for char in "€\\n".encode("utf_8").decode("unicode_escape")]), "utf_8")
'€\n'
We can see that: though the result of decode("unicode_escape") looks wired, the bytes object actually contain the correct bytes of your strings(with utf-8 encoding), in this case, "\xe2\x82\xac\n"
And we now do not print the str object directly, neither do we use encode("utf_8"), we use ord() to create the bytes object b'\xe2\x82\xac\n'.
And you can get the correct str from this bytes object, just put it into str()
BTW, the tool my friend and me want to make is a wrapper that allow user to input c-like string literal, and convert the escaped sequence automatically.
User input:\n\x61\x62\n\x20\x21 # 20 characters, which present 6 chars semantically
output: # \n
ab # \x61\x62\n
! # \x20\x21
That's a powerful tool for user to input some non-printable character in terminal.
Our final tools is:
#!/usr/bin/env python3
import sys
for line in sys.stdin:
sys.stdout.buffer.write(bytes([ord(char) for char in line[:-1].encode().decode('unicode_escape')]))
sys.stdout.flush()
You seem to misunderstand encodings. To be protected against common errors, we usually encode a string when it leaves our application, and decode it when it comes in.
Firstly, let's look at the documentation for unicode_escape, which states:
Produce[s] a string that is suitable as Unicode literal in Python source code.
Here is what you would get from the network or a file that claims its contents are Unicode escaped:
b'\\u20ac\\n'
Now, you have to decode this to use it in your app:
>>> s = b'\\u20ac\\n'.decode('unicode_escape')
>>> s
'€\n'
and if you wanted to write it back to, say, a Python source file:
with open('/tmp/foo', 'wb') as fh: # binary mode
fh.write(b'print("' + s.encode('unicode_escape') + b'")')
import string
printable = string.printable
printable = printable + '€'
def cod(c):
return c.encode('unicode_escape').decode('ascii')
def unescape(s):
return ''.join(c if ord(c)>=32 and c in printable else cod(c) for c in s)
mystring = "€\n"
print(unescape(mystring))
Unfortunately string.printable only includes ASCII characters. You can make a copy as I did here and extend it with any Unicode characters that you'd like, such as €.
I'm working with a .txt file. I want a string of the text from the file with no non-ASCII characters. However, I want to leave spaces and periods. At present, I'm stripping those too. Here's the code:
def onlyascii(char):
if ord(char) < 48 or ord(char) > 127: return ''
else: return char
def get_my_string(file_path):
f=open(file_path,'r')
data=f.read()
f.close()
filtered_data=filter(onlyascii, data)
filtered_data = filtered_data.lower()
return filtered_data
How should I modify onlyascii() to leave spaces and periods? I imagine it's not too complicated but I can't figure it out.
You can filter all characters from the string that are not printable using string.printable, like this:
>>> s = "some\x00string. with\x15 funny characters"
>>> import string
>>> printable = set(string.printable)
>>> filter(lambda x: x in printable, s)
'somestring. with funny characters'
string.printable on my machine contains:
0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ
!"#$%&\'()*+,-./:;<=>?#[\\]^_`{|}~ \t\n\r\x0b\x0c
EDIT: On Python 3, filter will return an iterable. The correct way to obtain a string back would be:
''.join(filter(lambda x: x in printable, s))
An easy way to change to a different codec, is by using encode() or decode(). In your case, you want to convert to ASCII and ignore all symbols that are not supported. For example, the Swedish letter å is not an ASCII character:
>>>s = u'Good bye in Swedish is Hej d\xe5'
>>>s = s.encode('ascii',errors='ignore')
>>>print s
Good bye in Swedish is Hej d
Edit:
Python3: str -> bytes -> str
>>>"Hej då".encode("ascii", errors="ignore").decode()
'hej d'
Python2: unicode -> str -> unicode
>>> u"hej då".encode("ascii", errors="ignore").decode()
u'hej d'
Python2: str -> unicode -> str (decode and encode in reverse order)
>>> "hej d\xe5".decode("ascii", errors="ignore").encode()
'hej d'
According to #artfulrobot, this should be faster than filter and lambda:
import re
re.sub(r'[^\x00-\x7f]',r'', your-non-ascii-string)
See more examples here Replace non-ASCII characters with a single space
You may use the following code to remove non-English letters:
import re
str = "123456790 ABC#%? .(朱惠英)"
result = re.sub(r'[^\x00-\x7f]',r'', str)
print(result)
This will return
123456790 ABC#%? .()
Your question is ambiguous; the first two sentences taken together imply that you believe that space and "period" are non-ASCII characters. This is incorrect. All chars such that ord(char) <= 127 are ASCII characters. For example, your function excludes these characters !"#$%&\'()*+,-./ but includes several others e.g. []{}.
Please step back, think a bit, and edit your question to tell us what you are trying to do, without mentioning the word ASCII, and why you think that chars such that ord(char) >= 128 are ignorable. Also: which version of Python? What is the encoding of your input data?
Please note that your code reads the whole input file as a single string, and your comment ("great solution") to another answer implies that you don't care about newlines in your data. If your file contains two lines like this:
this is line 1
this is line 2
the result would be 'this is line 1this is line 2' ... is that what you really want?
A greater solution would include:
a better name for the filter function than onlyascii
recognition that a filter function merely needs to return a truthy value if the argument is to be retained:
def filter_func(char):
return char == '\n' or 32 <= ord(char) <= 126
# and later:
filtered_data = filter(filter_func, data).lower()
Working my way through Fluent Python (Ramalho) - highly recommended.
List comprehension one-ish-liners inspired by Chapter 2:
onlyascii = ''.join([s for s in data if ord(s) < 127])
onlymatch = ''.join([s for s in data if s in
'ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz'])
If you want printable ascii characters you probably should correct your code to:
if ord(char) < 32 or ord(char) > 126: return ''
this is equivalent, to string.printable (answer from #jterrace), except for the absence of returns and tabs ('\t','\n','\x0b','\x0c' and '\r') but doesnt correspond to the range on your question
this is best way to get ascii characters and clean code, Checks for all possible errors
from string import printable
def getOnlyCharacters(texts):
_type = None
result = ''
if type(texts).__name__ == 'bytes':
_type = 'bytes'
texts = texts.decode('utf-8','ignore')
else:
_type = 'str'
texts = bytes(texts, 'utf-8').decode('utf-8', 'ignore')
texts = str(texts)
for text in texts:
if text in printable:
result += text
if _type == 'bytes':
result = result.encode('utf-8')
return result
text = '�Ahm�����ed Sheri��'
result = getOnlyCharacters(text)
print(result)
#input --> �Ahm�����ed Sheri��
#output --> Ahmed Sheri
I currently have the following code
def removeControlCharacters(line):
i = 0
for c in line:
if (c < chr(32)):
line = line[:i - 1] + line[i+1:]
i += 1
return line
This is just does not work if there are more than one character to be deleted.
There are hundreds of control characters in unicode. If you are sanitizing data from the web or some other source that might contain non-ascii characters, you will need Python's unicodedata module. The unicodedata.category(…) function returns the unicode category code (e.g., control character, whitespace, letter, etc.) of any character. For control characters, the category always starts with "C".
This snippet removes all control characters from a string.
import unicodedata
def remove_control_characters(s):
return "".join(ch for ch in s if unicodedata.category(ch)[0]!="C")
Examples of unicode categories:
>>> from unicodedata import category
>>> category('\r') # carriage return --> Cc : control character
'Cc'
>>> category('\0') # null character ---> Cc : control character
'Cc'
>>> category('\t') # tab --------------> Cc : control character
'Cc'
>>> category(' ') # space ------------> Zs : separator, space
'Zs'
>>> category(u'\u200A') # hair space -------> Zs : separator, space
'Zs'
>>> category(u'\u200b') # zero width space -> Cf : control character, formatting
'Cf'
>>> category('A') # letter "A" -------> Lu : letter, uppercase
'Lu'
>>> category(u'\u4e21') # 両 ---------------> Lo : letter, other
'Lo'
>>> category(',') # comma -----------> Po : punctuation
'Po'
>>>
You could use str.translate with the appropriate map, for example like this:
>>> mpa = dict.fromkeys(range(32))
>>> 'abc\02de'.translate(mpa)
'abcde'
Anyone interested in a regex character class that matches any Unicode control character may use [\x00-\x1f\x7f-\x9f].
You may test it like this:
>>> import unicodedata, re, sys
>>> all_chars = [chr(i) for i in range(sys.maxunicode)]
>>> control_chars = ''.join(c for c in all_chars if unicodedata.category(c) == 'Cc')
>>> expanded_class = ''.join(c for c in all_chars if re.match(r'[\x00-\x1f\x7f-\x9f]', c))
>>> control_chars == expanded_class
True
So to remove the control characters using re just use the following:
>>> re.sub(r'[\x00-\x1f\x7f-\x9f]', '', 'abc\02de')
'abcde'
This is the easiest, most complete, and most robust way I am aware of. It does require an external dependency, however. I consider it to be worth it for most projects.
pip install regex
import regex as rx
def remove_control_characters(str):
return rx.sub(r'\p{C}', '', 'my-string')
\p{C} is the unicode character property for control characters, so you can leave it up to the unicode consortium which ones of the millions of unicode characters available should be considered control. There are also other extremely useful character properties I frequently use, for example \p{Z} for any kind of whitespace.
Your implementation is wrong because the value of i is incorrect. However that's not the only problem: it also repeatedly uses slow string operations, meaning that it runs in O(n2) instead of O(n). Try this instead:
return ''.join(c for c in line if ord(c) >= 32)
And for Python 2, with the builtin translate:
import string
all_bytes = string.maketrans('', '') # String of 256 characters with (byte) value 0 to 255
line.translate(all_bytes, all_bytes[:32]) # All bytes < 32 are deleted (the second argument lists the bytes to delete)
You modify the line during iterating over it. Something like ''.join([x for x in line if ord(x) >= 32])
filter(string.printable[:-5].__contains__,line)
I've tried all the above and it didn't help. In my case, I had to remove Unicode 'LRM' chars:
Finally I found this solution that did the job:
df["AMOUNT"] = df["AMOUNT"].str.encode("ascii", "ignore")
df["AMOUNT"] = df["AMOUNT"].str.decode('UTF-8')
Reference here.