mirror of
https://github.com/morpheus65535/bazarr
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664 lines
25 KiB
Python
664 lines
25 KiB
Python
# -*- coding: utf-8 -*-
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"""
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This module contains the individual fixes that the main fix_text function
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can perform.
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"""
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from __future__ import unicode_literals
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import re
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import sys
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import codecs
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import warnings
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from ftfy.chardata import (possible_encoding, CHARMAP_ENCODINGS,
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CONTROL_CHARS, LIGATURES, WIDTH_MAP,
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PARTIAL_UTF8_PUNCT_RE, ALTERED_UTF8_RE,
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LOSSY_UTF8_RE, SINGLE_QUOTE_RE, DOUBLE_QUOTE_RE)
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from ftfy.badness import text_cost
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from ftfy.compatibility import unichr
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from html5lib.constants import entities
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BYTES_ERROR_TEXT = """Hey wait, this isn't Unicode.
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ftfy is designed to fix problems that were introduced by handling Unicode
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incorrectly. It might be able to fix the bytes you just handed it, but the
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fact that you just gave a pile of bytes to a function that fixes text means
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that your code is *also* handling Unicode incorrectly.
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ftfy takes Unicode text as input. You should take these bytes and decode
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them from the encoding you think they are in. If you're not sure what encoding
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they're in:
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- First, try to find out. 'utf-8' is a good assumption.
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- If the encoding is simply unknowable, try running your bytes through
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ftfy.guess_bytes. As the name implies, this may not always be accurate.
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If you're confused by this, please read the Python Unicode HOWTO:
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http://docs.python.org/%d/howto/unicode.html
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""" % sys.version_info[0]
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def fix_encoding(text):
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r"""
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Fix text with incorrectly-decoded garbage ("mojibake") whenever possible.
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This function looks for the evidence of mojibake, formulates a plan to fix
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it, and applies the plan. It determines whether it should replace nonsense
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sequences of single-byte characters that were really meant to be UTF-8
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characters, and if so, turns them into the correctly-encoded Unicode
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character that they were meant to represent.
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The input to the function must be Unicode. If you don't have Unicode text,
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you're not using the right tool to solve your problem.
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`fix_encoding` decodes text that looks like it was decoded incorrectly. It
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leaves alone text that doesn't.
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>>> print(fix_encoding('único'))
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único
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>>> print(fix_encoding('This text is fine already :þ'))
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This text is fine already :þ
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Because these characters often come from Microsoft products, we allow
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for the possibility that we get not just Unicode characters 128-255, but
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also Windows's conflicting idea of what characters 128-160 are.
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>>> print(fix_encoding('This — should be an em dash'))
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This — should be an em dash
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We might have to deal with both Windows characters and raw control
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characters at the same time, especially when dealing with characters like
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0x81 that have no mapping in Windows. This is a string that Python's
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standard `.encode` and `.decode` methods cannot correct.
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>>> print(fix_encoding('This text is sad .â\x81”.'))
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This text is sad .⁔.
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However, it has safeguards against fixing sequences of letters and
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punctuation that can occur in valid text. In the following example,
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the last three characters are not replaced with a Korean character,
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even though they could be.
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>>> print(fix_encoding('not such a fan of Charlotte Brontë…”'))
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not such a fan of Charlotte Brontë…”
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This function can now recover some complex manglings of text, such as when
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UTF-8 mojibake has been normalized in a way that replaces U+A0 with a
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space:
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>>> print(fix_encoding('The more you know 🌠'))
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The more you know 🌠
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Cases of genuine ambiguity can sometimes be addressed by finding other
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characters that are not double-encoded, and expecting the encoding to
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be consistent:
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>>> print(fix_encoding('AHÅ™, the new sofa from IKEA®'))
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AHÅ™, the new sofa from IKEA®
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Finally, we handle the case where the text is in a single-byte encoding
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that was intended as Windows-1252 all along but read as Latin-1:
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>>> print(fix_encoding('This text was never UTF-8 at all\x85'))
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This text was never UTF-8 at all…
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The best version of the text is found using
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:func:`ftfy.badness.text_cost`.
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"""
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text, _ = fix_encoding_and_explain(text)
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return text
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def fix_text_encoding(text):
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"""
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A deprecated name for :func:`ftfy.fixes.fix_encoding`.
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"""
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warnings.warn('fix_text_encoding is now known as fix_encoding',
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DeprecationWarning)
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return fix_encoding(text)
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# When we support discovering mojibake in more encodings, we run the risk
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# of more false positives. We can mitigate false positives by assigning an
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# additional cost to using encodings that are rarer than Windows-1252, so
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# that these encodings will only be used if they fix multiple problems.
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ENCODING_COSTS = {
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'macroman': 2,
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'iso-8859-2': 2,
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'sloppy-windows-1250': 2,
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'sloppy-windows-1251': 3,
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'cp437': 3,
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}
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def fix_encoding_and_explain(text):
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"""
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Re-decodes text that has been decoded incorrectly, and also return a
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"plan" indicating all the steps required to fix it.
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The resulting plan could be used with :func:`ftfy.fixes.apply_plan`
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to fix additional strings that are broken in the same way.
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"""
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best_version = text
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best_cost = text_cost(text)
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best_plan = []
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plan_so_far = []
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while True:
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prevtext = text
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text, plan = fix_one_step_and_explain(text)
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plan_so_far.extend(plan)
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cost = text_cost(text)
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for _, _, step_cost in plan_so_far:
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cost += step_cost
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if cost < best_cost:
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best_cost = cost
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best_version = text
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best_plan = list(plan_so_far)
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if text == prevtext:
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return best_version, best_plan
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def fix_one_step_and_explain(text):
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"""
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Performs a single step of re-decoding text that's been decoded incorrectly.
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Returns the decoded text, plus a "plan" for how to reproduce what it did.
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"""
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if isinstance(text, bytes):
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raise UnicodeError(BYTES_ERROR_TEXT)
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if len(text) == 0:
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return text, []
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# The first plan is to return ASCII text unchanged.
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if possible_encoding(text, 'ascii'):
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return text, []
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# As we go through the next step, remember the possible encodings
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# that we encounter but don't successfully fix yet. We may need them
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# later.
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possible_1byte_encodings = []
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# Suppose the text was supposed to be UTF-8, but it was decoded using
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# a single-byte encoding instead. When these cases can be fixed, they
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# are usually the correct thing to do, so try them next.
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for encoding in CHARMAP_ENCODINGS:
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if possible_encoding(text, encoding):
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encoded_bytes = text.encode(encoding)
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encode_step = ('encode', encoding, ENCODING_COSTS.get(encoding, 0))
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transcode_steps = []
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# Now, find out if it's UTF-8 (or close enough). Otherwise,
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# remember the encoding for later.
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try:
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decoding = 'utf-8'
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# Check encoded_bytes for sequences that would be UTF-8,
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# except they have b' ' where b'\xa0' would belong.
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if ALTERED_UTF8_RE.search(encoded_bytes):
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encoded_bytes = restore_byte_a0(encoded_bytes)
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cost = encoded_bytes.count(b'\xa0') * 2
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transcode_steps.append(('transcode', 'restore_byte_a0', cost))
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# Check for the byte 0x1a, which indicates where one of our
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# 'sloppy' codecs found a replacement character.
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if encoding.startswith('sloppy') and b'\x1a' in encoded_bytes:
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encoded_bytes = replace_lossy_sequences(encoded_bytes)
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transcode_steps.append(('transcode', 'replace_lossy_sequences', 0))
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if b'\xed' in encoded_bytes or b'\xc0' in encoded_bytes:
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decoding = 'utf-8-variants'
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decode_step = ('decode', decoding, 0)
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steps = [encode_step] + transcode_steps + [decode_step]
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fixed = encoded_bytes.decode(decoding)
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return fixed, steps
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except UnicodeDecodeError:
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possible_1byte_encodings.append(encoding)
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# Look for a-hat-euro sequences that remain, and fix them in isolation.
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if PARTIAL_UTF8_PUNCT_RE.search(text):
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steps = [('transcode', 'fix_partial_utf8_punct_in_1252', 1)]
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fixed = fix_partial_utf8_punct_in_1252(text)
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return fixed, steps
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# The next most likely case is that this is Latin-1 that was intended to
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# be read as Windows-1252, because those two encodings in particular are
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# easily confused.
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if 'latin-1' in possible_1byte_encodings:
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if 'windows-1252' in possible_1byte_encodings:
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# This text is in the intersection of Latin-1 and
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# Windows-1252, so it's probably legit.
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return text, []
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else:
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# Otherwise, it means we have characters that are in Latin-1 but
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# not in Windows-1252. Those are C1 control characters. Nobody
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# wants those. Assume they were meant to be Windows-1252. Don't
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# use the sloppy codec, because bad Windows-1252 characters are
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# a bad sign.
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encoded = text.encode('latin-1')
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try:
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fixed = encoded.decode('windows-1252')
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steps = []
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if fixed != text:
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steps = [('encode', 'latin-1', 0),
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('decode', 'windows-1252', 1)]
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return fixed, steps
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except UnicodeDecodeError:
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# This text contained characters that don't even make sense
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# if you assume they were supposed to be Windows-1252. In
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# that case, let's not assume anything.
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pass
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# The cases that remain are mixups between two different single-byte
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# encodings, and not the common case of Latin-1 vs. Windows-1252.
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#
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# These cases may be unsolvable without adding false positives, though
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# I have vague ideas about how to optionally address them in the future.
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# Return the text unchanged; the plan is empty.
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return text, []
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def apply_plan(text, plan):
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"""
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Apply a plan for fixing the encoding of text.
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The plan is a list of tuples of the form (operation, encoding, cost):
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- `operation` is 'encode' if it turns a string into bytes, 'decode' if it
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turns bytes into a string, and 'transcode' if it keeps the type the same.
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- `encoding` is the name of the encoding to use, such as 'utf-8' or
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'latin-1', or the function name in the case of 'transcode'.
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- The `cost` does not affect how the plan itself works. It's used by other
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users of plans, namely `fix_encoding_and_explain`, which has to decide
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*which* plan to use.
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"""
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obj = text
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for operation, encoding, _ in plan:
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if operation == 'encode':
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obj = obj.encode(encoding)
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elif operation == 'decode':
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obj = obj.decode(encoding)
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elif operation == 'transcode':
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if encoding in TRANSCODERS:
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obj = TRANSCODERS[encoding](obj)
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else:
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raise ValueError("Unknown transcode operation: %s" % encoding)
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else:
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raise ValueError("Unknown plan step: %s" % operation)
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return obj
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HTML_ENTITY_RE = re.compile(r"&#?\w{0,8};")
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def unescape_html(text):
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"""
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Decode all three types of HTML entities/character references.
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Code by Fredrik Lundh of effbot.org. Rob Speer made a slight change
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to it for efficiency: it won't match entities longer than 8 characters,
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because there are no valid entities like that.
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>>> print(unescape_html('<tag>'))
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<tag>
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"""
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def fixup(match):
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"""
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Replace one matched HTML entity with the character it represents,
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if possible.
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"""
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text = match.group(0)
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if text[:2] == "&#":
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# character reference
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try:
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if text[:3] == "&#x":
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codept = int(text[3:-1], 16)
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else:
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codept = int(text[2:-1])
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if 0x80 <= codept < 0xa0:
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# Decode this range of characters as Windows-1252, as Web
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# browsers do in practice.
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return unichr(codept).encode('latin-1').decode('sloppy-windows-1252')
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else:
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return unichr(codept)
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except ValueError:
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pass
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else:
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# named entity
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try:
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text = entities[text[1:]]
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except KeyError:
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pass
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return text # leave as is
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return HTML_ENTITY_RE.sub(fixup, text)
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ANSI_RE = re.compile('\033\\[((?:\\d|;)*)([a-zA-Z])')
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def remove_terminal_escapes(text):
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r"""
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Strip out "ANSI" terminal escape sequences, such as those that produce
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colored text on Unix.
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>>> print(remove_terminal_escapes(
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... "\033[36;44mI'm blue, da ba dee da ba doo...\033[0m"
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... ))
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I'm blue, da ba dee da ba doo...
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"""
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return ANSI_RE.sub('', text)
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def uncurl_quotes(text):
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r"""
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Replace curly quotation marks with straight equivalents.
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>>> print(uncurl_quotes('\u201chere\u2019s a test\u201d'))
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"here's a test"
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"""
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return SINGLE_QUOTE_RE.sub("'", DOUBLE_QUOTE_RE.sub('"', text))
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def fix_latin_ligatures(text):
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"""
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Replace single-character ligatures of Latin letters, such as 'fi', with the
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characters that they contain, as in 'fi'. Latin ligatures are usually not
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intended in text strings (though they're lovely in *rendered* text). If
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you have such a ligature in your string, it is probably a result of a
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copy-and-paste glitch.
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We leave ligatures in other scripts alone to be safe. They may be intended,
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and removing them may lose information. If you want to take apart nearly
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all ligatures, use NFKC normalization.
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>>> print(fix_latin_ligatures("fluffiest"))
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fluffiest
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"""
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return text.translate(LIGATURES)
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def fix_character_width(text):
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"""
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The ASCII characters, katakana, and Hangul characters have alternate
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"halfwidth" or "fullwidth" forms that help text line up in a grid.
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If you don't need these width properties, you probably want to replace
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these characters with their standard form, which is what this function
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does.
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Note that this replaces the ideographic space, U+3000, with the ASCII
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space, U+20.
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>>> print(fix_character_width("ＬＯＵＤ ＮＯＩＳＥＳ"))
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LOUD NOISES
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>>> print(fix_character_width("Ｕﾀｰﾝ")) # this means "U-turn"
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Uターン
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"""
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return text.translate(WIDTH_MAP)
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def fix_line_breaks(text):
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r"""
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Convert all line breaks to Unix style.
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This will convert the following sequences into the standard \\n
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line break:
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- CRLF (\\r\\n), used on Windows and in some communication
|
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protocols
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- CR (\\r), once used on Mac OS Classic, and now kept alive
|
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by misguided software such as Microsoft Office for Mac
|
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- LINE SEPARATOR (\\u2028) and PARAGRAPH SEPARATOR (\\u2029),
|
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defined by Unicode and used to sow confusion and discord
|
||
- NEXT LINE (\\x85), a C1 control character that is certainly
|
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not what you meant
|
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|
||
The NEXT LINE character is a bit of an odd case, because it
|
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usually won't show up if `fix_encoding` is also being run.
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\\x85 is very common mojibake for \\u2026, HORIZONTAL ELLIPSIS.
|
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>>> print(fix_line_breaks(
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... "This string is made of two things:\u2029"
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... "1. Unicode\u2028"
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... "2. Spite"
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... ))
|
||
This string is made of two things:
|
||
1. Unicode
|
||
2. Spite
|
||
|
||
For further testing and examples, let's define a function to make sure
|
||
we can see the control characters in their escaped form:
|
||
|
||
>>> def eprint(text):
|
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... print(text.encode('unicode-escape').decode('ascii'))
|
||
|
||
>>> eprint(fix_line_breaks("Content-type: text/plain\r\n\r\nHi."))
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Content-type: text/plain\n\nHi.
|
||
|
||
>>> eprint(fix_line_breaks("This is how Microsoft \r trolls Mac users"))
|
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This is how Microsoft \n trolls Mac users
|
||
|
||
>>> eprint(fix_line_breaks("What is this \x85 I don't even"))
|
||
What is this \n I don't even
|
||
"""
|
||
return text.replace('\r\n', '\n').replace('\r', '\n')\
|
||
.replace('\u2028', '\n').replace('\u2029', '\n')\
|
||
.replace('\u0085', '\n')
|
||
|
||
|
||
SURROGATE_RE = re.compile('[\ud800-\udfff]')
|
||
SURROGATE_PAIR_RE = re.compile('[\ud800-\udbff][\udc00-\udfff]')
|
||
|
||
|
||
def convert_surrogate_pair(match):
|
||
"""
|
||
Convert a surrogate pair to the single codepoint it represents.
|
||
|
||
This implements the formula described at:
|
||
http://en.wikipedia.org/wiki/Universal_Character_Set_characters#Surrogates
|
||
"""
|
||
pair = match.group(0)
|
||
codept = 0x10000 + (ord(pair[0]) - 0xd800) * 0x400 + (ord(pair[1]) - 0xdc00)
|
||
return unichr(codept)
|
||
|
||
|
||
def fix_surrogates(text):
|
||
"""
|
||
Replace 16-bit surrogate codepoints with the characters they represent
|
||
(when properly paired), or with \ufffd otherwise.
|
||
|
||
>>> high_surrogate = unichr(0xd83d)
|
||
>>> low_surrogate = unichr(0xdca9)
|
||
>>> print(fix_surrogates(high_surrogate + low_surrogate))
|
||
💩
|
||
>>> print(fix_surrogates(low_surrogate + high_surrogate))
|
||
<20><>
|
||
|
||
The above doctest had to be very carefully written, because even putting
|
||
the Unicode escapes of the surrogates in the docstring was causing
|
||
various tools to fail, which I think just goes to show why this fixer is
|
||
necessary.
|
||
"""
|
||
if SURROGATE_RE.search(text):
|
||
text = SURROGATE_PAIR_RE.sub(convert_surrogate_pair, text)
|
||
text = SURROGATE_RE.sub('\ufffd', text)
|
||
return text
|
||
|
||
|
||
def remove_control_chars(text):
|
||
"""
|
||
Remove various control characters that you probably didn't intend to be in
|
||
your text. Many of these characters appear in the table of "Characters not
|
||
suitable for use with markup" at
|
||
http://www.unicode.org/reports/tr20/tr20-9.html.
|
||
|
||
This includes:
|
||
|
||
- ASCII control characters, except for the important whitespace characters
|
||
(U+00 to U+08, U+0B, U+0E to U+1F, U+7F)
|
||
- Deprecated Arabic control characters (U+206A to U+206F)
|
||
- Interlinear annotation characters (U+FFF9 to U+FFFB)
|
||
- The Object Replacement Character (U+FFFC)
|
||
- The byte order mark (U+FEFF)
|
||
- Musical notation control characters (U+1D173 to U+1D17A)
|
||
- Tag characters (U+E0000 to U+E007F)
|
||
|
||
However, these similar characters are left alone:
|
||
|
||
- Control characters that produce whitespace (U+09, U+0A, U+0C, U+0D,
|
||
U+2028, and U+2029)
|
||
- C1 control characters (U+80 to U+9F) -- even though they are basically
|
||
never used intentionally, they are important clues about what mojibake
|
||
has happened
|
||
- Control characters that affect glyph rendering, such as joiners and
|
||
right-to-left marks (U+200C to U+200F, U+202A to U+202E)
|
||
"""
|
||
return text.translate(CONTROL_CHARS)
|
||
|
||
|
||
def remove_bom(text):
|
||
r"""
|
||
Remove a byte-order mark that was accidentally decoded as if it were part
|
||
of the text.
|
||
|
||
>>> print(remove_bom("\ufeffWhere do you want to go today?"))
|
||
Where do you want to go today?
|
||
"""
|
||
return text.lstrip(unichr(0xfeff))
|
||
|
||
|
||
# Define a regex to match valid escape sequences in Python string literals.
|
||
ESCAPE_SEQUENCE_RE = re.compile(r'''
|
||
( \\U........ # 8-digit hex escapes
|
||
| \\u.... # 4-digit hex escapes
|
||
| \\x.. # 2-digit hex escapes
|
||
| \\[0-7]{1,3} # Octal escapes
|
||
| \\N\{[^}]+\} # Unicode characters by name
|
||
| \\[\\'"abfnrtv] # Single-character escapes
|
||
)''', re.UNICODE | re.VERBOSE)
|
||
|
||
|
||
def decode_escapes(text):
|
||
r"""
|
||
Decode backslashed escape sequences, including \\x, \\u, and \\U character
|
||
references, even in the presence of other Unicode.
|
||
|
||
This is what Python's "string-escape" and "unicode-escape" codecs were
|
||
meant to do, but in contrast, this actually works. It will decode the
|
||
string exactly the same way that the Python interpreter decodes its string
|
||
literals.
|
||
|
||
>>> factoid = '\\u20a1 is the currency symbol for the colón.'
|
||
>>> print(factoid[1:])
|
||
u20a1 is the currency symbol for the colón.
|
||
>>> print(decode_escapes(factoid))
|
||
₡ is the currency symbol for the colón.
|
||
|
||
Even though Python itself can read string literals with a combination of
|
||
escapes and literal Unicode -- you're looking at one right now -- the
|
||
"unicode-escape" codec doesn't work on literal Unicode. (See
|
||
http://stackoverflow.com/a/24519338/773754 for more details.)
|
||
|
||
Instead, this function searches for just the parts of a string that
|
||
represent escape sequences, and decodes them, leaving the rest alone. All
|
||
valid escape sequences are made of ASCII characters, and this allows
|
||
"unicode-escape" to work correctly.
|
||
|
||
This fix cannot be automatically applied by the `ftfy.fix_text` function,
|
||
because escaped text is not necessarily a mistake, and there is no way
|
||
to distinguish text that's supposed to be escaped from text that isn't.
|
||
"""
|
||
def decode_match(match):
|
||
"Given a regex match, decode the escape sequence it contains."
|
||
return codecs.decode(match.group(0), 'unicode-escape')
|
||
|
||
return ESCAPE_SEQUENCE_RE.sub(decode_match, text)
|
||
|
||
|
||
def restore_byte_a0(byts):
|
||
"""
|
||
Some mojibake has been additionally altered by a process that said "hmm,
|
||
byte A0, that's basically a space!" and replaced it with an ASCII space.
|
||
When the A0 is part of a sequence that we intend to decode as UTF-8,
|
||
changing byte A0 to 20 would make it fail to decode.
|
||
|
||
This process finds sequences that would convincingly decode as UTF-8 if
|
||
byte 20 were changed to A0, and puts back the A0. For the purpose of
|
||
deciding whether this is a good idea, this step gets a cost of twice
|
||
the number of bytes that are changed.
|
||
|
||
This is used as a step within `fix_encoding`.
|
||
"""
|
||
def replacement(match):
|
||
"The function to apply when this regex matches."
|
||
return match.group(0).replace(b'\x20', b'\xa0')
|
||
|
||
return ALTERED_UTF8_RE.sub(replacement, byts)
|
||
|
||
|
||
def replace_lossy_sequences(byts):
|
||
"""
|
||
This function identifies sequences where information has been lost in
|
||
a "sloppy" codec, indicated by byte 1A, and if they would otherwise look
|
||
like a UTF-8 sequence, it replaces them with the UTF-8 sequence for U+FFFD.
|
||
|
||
A further explanation:
|
||
|
||
ftfy can now fix text in a few cases that it would previously fix
|
||
incompletely, because of the fact that it can't successfully apply the fix
|
||
to the entire string. A very common case of this is when characters have
|
||
been erroneously decoded as windows-1252, but instead of the "sloppy"
|
||
windows-1252 that passes through unassigned bytes, the unassigned bytes get
|
||
turned into U+FFFD (<28>), so we can't tell what they were.
|
||
|
||
This most commonly happens with curly quotation marks that appear
|
||
``“ like this â€<C3A2>``.
|
||
|
||
We can do better by building on ftfy's "sloppy codecs" to let them handle
|
||
less-sloppy but more-lossy text. When they encounter the character ``<60>``,
|
||
instead of refusing to encode it, they encode it as byte 1A -- an
|
||
ASCII control code called SUBSTITUTE that once was meant for about the same
|
||
purpose. We can then apply a fixer that looks for UTF-8 sequences where
|
||
some continuation bytes have been replaced by byte 1A, and decode the whole
|
||
sequence as <20>; if that doesn't work, it'll just turn the byte back into <20>
|
||
itself.
|
||
|
||
As a result, the above text ``“ like this â€<C3A2>`` will decode as
|
||
``“ like this <20>``.
|
||
|
||
If U+1A was actually in the original string, then the sloppy codecs will
|
||
not be used, and this function will not be run, so your weird control
|
||
character will be left alone but wacky fixes like this won't be possible.
|
||
|
||
This is used as a step within `fix_encoding`.
|
||
"""
|
||
return LOSSY_UTF8_RE.sub('\ufffd'.encode('utf-8'), byts)
|
||
|
||
|
||
def fix_partial_utf8_punct_in_1252(text):
|
||
"""
|
||
Fix particular characters that seem to be found in the wild encoded in
|
||
UTF-8 and decoded in Latin-1 or Windows-1252, even when this fix can't be
|
||
consistently applied.
|
||
|
||
For this function, we assume the text has been decoded in Windows-1252.
|
||
If it was decoded in Latin-1, we'll call this right after it goes through
|
||
the Latin-1-to-Windows-1252 fixer.
|
||
|
||
This is used as a step within `fix_encoding`.
|
||
"""
|
||
def replacement(match):
|
||
"The function to apply when this regex matches."
|
||
return match.group(0).encode('sloppy-windows-1252').decode('utf-8')
|
||
return PARTIAL_UTF8_PUNCT_RE.sub(replacement, text)
|
||
|
||
|
||
TRANSCODERS = {
|
||
'restore_byte_a0': restore_byte_a0,
|
||
'replace_lossy_sequences': replace_lossy_sequences,
|
||
'fix_partial_utf8_punct_in_1252': fix_partial_utf8_punct_in_1252
|
||
}
|