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# -*- coding: utf-8 -*- |
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# Copyright 2014-2018 by Christopher C. Little. |
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# This file is part of Abydos. |
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# |
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# Abydos is free software: you can redistribute it and/or modify |
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# it under the terms of the GNU General Public License as published by |
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# the Free Software Foundation, either version 3 of the License, or |
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# (at your option) any later version. |
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# |
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# Abydos is distributed in the hope that it will be useful, |
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# but WITHOUT ANY WARRANTY; without even the implied warranty of |
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# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
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# GNU General Public License for more details. |
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# |
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# You should have received a copy of the GNU General Public License |
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# along with Abydos. If not, see <http://www.gnu.org/licenses/>. |
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"""abydos.phonetic.soundex. |
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The phonetic.soundex module implements phonetic algorithms that are generally |
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Soundex-like, including: |
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- American Soundex |
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- Refined Soundex |
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- Fuzzy Soundex |
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- Phonex |
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- Phonix |
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- Lein |
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- PSHP Soundex/Viewex Coding |
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Being Soundex-like, for the purposes of this module means: targeted at English, |
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returning a code that starts with a letter and continues with (usually 3) |
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numerals, and mostly based on a simple translation table. |
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""" |
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from __future__ import unicode_literals |
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from unicodedata import normalize as unicode_normalize |
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from six import text_type |
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from six.moves import range |
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from . import _delete_consecutive_repeats |
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__all__ = ['fuzzy_soundex', 'lein', 'phonex', 'phonix', 'pshp_soundex_first', |
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'pshp_soundex_last', 'refined_soundex', 'soundex'] |
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def soundex(word, max_length=4, var='American', reverse=False, zero_pad=True): |
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"""Return the Soundex code for a word. |
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:param str word: the word to transform |
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:param int max_length: the length of the code returned (defaults to 4) |
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:param str var: the variant of the algorithm to employ (defaults to |
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'American'): |
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- 'American' follows the American Soundex algorithm, as described at |
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:cite:`US:2007` and in :cite:`Knuth:1998`; this is also called |
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Miracode |
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- 'special' follows the rules from the 1880-1910 US Census |
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retrospective re-analysis, in which h & w are not treated as blocking |
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consonants but as vowels. Cf. :cite:`Repici:2013`. |
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- 'Census' follows the rules laid out in GIL 55 :cite:`US:1997` by the |
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US Census, including coding prefixed and unprefixed versions of some |
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names |
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:param bool reverse: reverse the word before computing the selected Soundex |
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(defaults to False); This results in "Reverse Soundex", which is useful |
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for blocking in cases where the initial elements may be in error. |
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:param bool zero_pad: pad the end of the return value with 0s to achieve a |
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max_length string |
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:returns: the Soundex value |
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:rtype: str |
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>>> soundex("Christopher") |
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'C623' |
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>>> soundex("Niall") |
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'N400' |
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>>> soundex('Smith') |
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'S530' |
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>>> soundex('Schmidt') |
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'S530' |
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>>> soundex('Christopher', max_length=-1) |
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'C623160000000000000000000000000000000000000000000000000000000000' |
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>>> soundex('Christopher', max_length=-1, zero_pad=False) |
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'C62316' |
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>>> soundex('Christopher', reverse=True) |
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'R132' |
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>>> soundex('Ashcroft') |
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'A261' |
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>>> soundex('Asicroft') |
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'A226' |
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>>> soundex('Ashcroft', var='special') |
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'A226' |
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>>> soundex('Asicroft', var='special') |
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'A226' |
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""" |
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_soundex_translation = dict(zip((ord(_) for _ in |
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'ABCDEFGHIJKLMNOPQRSTUVWXYZ'), |
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'01230129022455012623019202')) |
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# Require a max_length of at least 4 and not more than 64 |
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if max_length != -1: |
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max_length = min(max(4, max_length), 64) |
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else: |
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max_length = 64 |
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# uppercase, normalize, decompose, and filter non-A-Z out |
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word = unicode_normalize('NFKD', text_type(word.upper())) |
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word = word.replace('ß', 'SS') |
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if var == 'Census': |
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# TODO: Should these prefixes be supplemented? (VANDE, DELA, VON) |
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if word[:3] in {'VAN', 'CON'} and len(word) > 4: |
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return (soundex(word, max_length, 'American', reverse, zero_pad), |
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soundex(word[3:], max_length, 'American', reverse, |
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zero_pad)) |
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if word[:2] in {'DE', 'DI', 'LA', 'LE'} and len(word) > 3: |
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return (soundex(word, max_length, 'American', reverse, zero_pad), |
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soundex(word[2:], max_length, 'American', reverse, |
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zero_pad)) |
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# Otherwise, proceed as usual (var='American' mode, ostensibly) |
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word = ''.join(c for c in word if c in |
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{'A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', 'L', |
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'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', 'W', 'X', |
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'Y', 'Z'}) |
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# Nothing to convert, return base case |
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if not word: |
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if zero_pad: |
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return '0'*max_length |
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return '0' |
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# Reverse word if computing Reverse Soundex |
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if reverse: |
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word = word[::-1] |
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# apply the Soundex algorithm |
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sdx = word.translate(_soundex_translation) |
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if var == 'special': |
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sdx = sdx.replace('9', '0') # special rule for 1880-1910 census |
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else: |
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sdx = sdx.replace('9', '') # rule 1 |
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sdx = _delete_consecutive_repeats(sdx) # rule 3 |
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if word[0] in 'HW': |
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sdx = word[0] + sdx |
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else: |
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sdx = word[0] + sdx[1:] |
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sdx = sdx.replace('0', '') # rule 1 |
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if zero_pad: |
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sdx += ('0'*max_length) # rule 4 |
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return sdx[:max_length] |
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def refined_soundex(word, max_length=-1, zero_pad=False, |
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retain_vowels=False): |
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"""Return the Refined Soundex code for a word. |
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This is Soundex, but with more character classes. It was defined at |
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:cite:`Boyce:1998`. |
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:param word: the word to transform |
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:param max_length: the length of the code returned (defaults to unlimited) |
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:param zero_pad: pad the end of the return value with 0s to achieve a |
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max_length string |
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:param retain_vowels: retain vowels (as 0) in the resulting code |
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:returns: the Refined Soundex value |
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:rtype: str |
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>>> refined_soundex('Christopher') |
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'C393619' |
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>>> refined_soundex('Niall') |
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'N87' |
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>>> refined_soundex('Smith') |
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'S386' |
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>>> refined_soundex('Schmidt') |
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'S386' |
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""" |
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_ref_soundex_translation = dict(zip((ord(_) for _ in |
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'ABCDEFGHIJKLMNOPQRSTUVWXYZ'), |
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'01360240043788015936020505')) |
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# uppercase, normalize, decompose, and filter non-A-Z out |
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word = unicode_normalize('NFKD', text_type(word.upper())) |
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word = word.replace('ß', 'SS') |
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word = ''.join(c for c in word if c in |
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{'A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', 'L', |
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'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', 'W', 'X', |
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'Y', 'Z'}) |
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# apply the Soundex algorithm |
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sdx = word[:1] + word.translate(_ref_soundex_translation) |
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sdx = _delete_consecutive_repeats(sdx) |
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if not retain_vowels: |
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sdx = sdx.replace('0', '') # Delete vowels, H, W, Y |
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if max_length > 0: |
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if zero_pad: |
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sdx += ('0' * max_length) |
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sdx = sdx[:max_length] |
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return sdx |
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def fuzzy_soundex(word, max_length=5, zero_pad=True): |
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"""Return the Fuzzy Soundex code for a word. |
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Fuzzy Soundex is an algorithm derived from Soundex, defined in |
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:cite:`Holmes:2002`. |
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:param str word: the word to transform |
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:param int max_length: the length of the code returned (defaults to 4) |
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:param bool zero_pad: pad the end of the return value with 0s to achieve |
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a max_length string |
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:returns: the Fuzzy Soundex value |
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:rtype: str |
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>>> fuzzy_soundex('Christopher') |
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'K6931' |
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>>> fuzzy_soundex('Niall') |
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'N4000' |
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>>> fuzzy_soundex('Smith') |
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'S5300' |
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>>> fuzzy_soundex('Smith') |
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'S5300' |
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""" |
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_fuzzy_soundex_translation = dict(zip((ord(_) for _ in |
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'ABCDEFGHIJKLMNOPQRSTUVWXYZ'), |
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'0193017-07745501769301-7-9')) |
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word = unicode_normalize('NFKD', text_type(word.upper())) |
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word = word.replace('ß', 'SS') |
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# Clamp max_length to [4, 64] |
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if max_length != -1: |
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max_length = min(max(4, max_length), 64) |
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else: |
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max_length = 64 |
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if not word: |
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if zero_pad: |
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return '0' * max_length |
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return '0' |
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if word[:2] in {'CS', 'CZ', 'TS', 'TZ'}: |
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word = 'SS' + word[2:] |
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elif word[:2] == 'GN': |
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word = 'NN' + word[2:] |
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elif word[:2] in {'HR', 'WR'}: |
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word = 'RR' + word[2:] |
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elif word[:2] == 'HW': |
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word = 'WW' + word[2:] |
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elif word[:2] in {'KN', 'NG'}: |
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word = 'NN' + word[2:] |
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if word[-2:] == 'CH': |
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word = word[:-2] + 'KK' |
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elif word[-2:] == 'NT': |
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word = word[:-2] + 'TT' |
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elif word[-2:] == 'RT': |
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word = word[:-2] + 'RR' |
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elif word[-3:] == 'RDT': |
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word = word[:-3] + 'RR' |
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word = word.replace('CA', 'KA') |
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word = word.replace('CC', 'KK') |
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word = word.replace('CK', 'KK') |
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word = word.replace('CE', 'SE') |
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word = word.replace('CHL', 'KL') |
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word = word.replace('CL', 'KL') |
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word = word.replace('CHR', 'KR') |
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word = word.replace('CR', 'KR') |
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word = word.replace('CI', 'SI') |
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word = word.replace('CO', 'KO') |
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word = word.replace('CU', 'KU') |
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word = word.replace('CY', 'SY') |
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word = word.replace('DG', 'GG') |
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word = word.replace('GH', 'HH') |
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word = word.replace('MAC', 'MK') |
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word = word.replace('MC', 'MK') |
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word = word.replace('NST', 'NSS') |
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word = word.replace('PF', 'FF') |
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word = word.replace('PH', 'FF') |
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word = word.replace('SCH', 'SSS') |
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word = word.replace('TIO', 'SIO') |
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word = word.replace('TIA', 'SIO') |
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word = word.replace('TCH', 'CHH') |
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sdx = word.translate(_fuzzy_soundex_translation) |
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sdx = sdx.replace('-', '') |
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# remove repeating characters |
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sdx = _delete_consecutive_repeats(sdx) |
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if word[0] in {'H', 'W', 'Y'}: |
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sdx = word[0] + sdx |
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else: |
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sdx = word[0] + sdx[1:] |
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sdx = sdx.replace('0', '') |
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if zero_pad: |
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sdx += ('0'*max_length) |
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return sdx[:max_length] |
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def phonex(word, max_length=4, zero_pad=True): |
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"""Return the Phonex code for a word. |
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Phonex is an algorithm derived from Soundex, defined in :cite:`Lait:1996`. |
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:param str word: the word to transform |
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:param int max_length: the length of the code returned (defaults to 4) |
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:param bool zero_pad: pad the end of the return value with 0s to achieve |
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a max_length string |
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:returns: the Phonex value |
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:rtype: str |
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>>> phonex('Christopher') |
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'C623' |
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>>> phonex('Niall') |
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'N400' |
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>>> phonex('Schmidt') |
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'S253' |
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>>> phonex('Smith') |
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'S530' |
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""" |
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name = unicode_normalize('NFKD', text_type(word.upper())) |
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name = name.replace('ß', 'SS') |
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# Clamp max_length to [4, 64] |
342
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|
|
if max_length != -1: |
343
|
|
|
max_length = min(max(4, max_length), 64) |
344
|
|
|
else: |
345
|
|
|
max_length = 64 |
346
|
|
|
|
347
|
|
|
name_code = last = '' |
348
|
|
|
|
349
|
|
|
# Deletions effected by replacing with next letter which |
350
|
|
|
# will be ignored due to duplicate handling of Soundex code. |
351
|
|
|
# This is faster than 'moving' all subsequent letters. |
352
|
|
|
|
353
|
|
|
# Remove any trailing Ss |
354
|
|
|
while name[-1:] == 'S': |
355
|
|
|
name = name[:-1] |
356
|
|
|
|
357
|
|
|
# Phonetic equivalents of first 2 characters |
358
|
|
|
# Works since duplicate letters are ignored |
359
|
|
|
if name[:2] == 'KN': |
360
|
|
|
name = 'N' + name[2:] # KN.. == N.. |
361
|
|
|
elif name[:2] == 'PH': |
362
|
|
|
name = 'F' + name[2:] # PH.. == F.. (H ignored anyway) |
363
|
|
|
elif name[:2] == 'WR': |
364
|
|
|
name = 'R' + name[2:] # WR.. == R.. |
365
|
|
|
|
366
|
|
|
if name: |
367
|
|
|
# Special case, ignore H first letter (subsequent Hs ignored anyway) |
368
|
|
|
# Works since duplicate letters are ignored |
369
|
|
|
if name[0] == 'H': |
370
|
|
|
name = name[1:] |
371
|
|
|
|
372
|
|
|
if name: |
373
|
|
|
# Phonetic equivalents of first character |
374
|
|
|
if name[0] in {'A', 'E', 'I', 'O', 'U', 'Y'}: |
375
|
|
|
name = 'A' + name[1:] |
376
|
|
|
elif name[0] in {'B', 'P'}: |
377
|
|
|
name = 'B' + name[1:] |
378
|
|
|
elif name[0] in {'V', 'F'}: |
379
|
|
|
name = 'F' + name[1:] |
380
|
|
|
elif name[0] in {'C', 'K', 'Q'}: |
381
|
|
|
name = 'C' + name[1:] |
382
|
|
|
elif name[0] in {'G', 'J'}: |
383
|
|
|
name = 'G' + name[1:] |
384
|
|
|
elif name[0] in {'S', 'Z'}: |
385
|
|
|
name = 'S' + name[1:] |
386
|
|
|
|
387
|
|
|
name_code = last = name[0] |
388
|
|
|
|
389
|
|
|
# Modified Soundex code |
390
|
|
|
for i in range(1, len(name)): |
391
|
|
|
code = '0' |
392
|
|
|
if name[i] in {'B', 'F', 'P', 'V'}: |
393
|
|
|
code = '1' |
394
|
|
|
elif name[i] in {'C', 'G', 'J', 'K', 'Q', 'S', 'X', 'Z'}: |
395
|
|
|
code = '2' |
396
|
|
|
elif name[i] in {'D', 'T'}: |
397
|
|
|
if name[i+1:i+2] != 'C': |
398
|
|
|
code = '3' |
399
|
|
|
elif name[i] == 'L': |
400
|
|
|
if (name[i+1:i+2] in {'A', 'E', 'I', 'O', 'U', 'Y'} or |
401
|
|
|
i+1 == len(name)): |
402
|
|
|
code = '4' |
403
|
|
|
elif name[i] in {'M', 'N'}: |
404
|
|
|
if name[i+1:i+2] in {'D', 'G'}: |
405
|
|
|
name = name[:i+1] + name[i] + name[i+2:] |
406
|
|
|
code = '5' |
407
|
|
|
elif name[i] == 'R': |
408
|
|
|
if (name[i+1:i+2] in {'A', 'E', 'I', 'O', 'U', 'Y'} or |
409
|
|
|
i+1 == len(name)): |
410
|
|
|
code = '6' |
411
|
|
|
|
412
|
|
|
if code != last and code != '0' and i != 0: |
413
|
|
|
name_code += code |
414
|
|
|
|
415
|
|
|
last = name_code[-1] |
416
|
|
|
|
417
|
|
|
if zero_pad: |
418
|
|
|
name_code += '0' * max_length |
419
|
|
|
if not name_code: |
420
|
|
|
name_code = '0' |
421
|
|
|
return name_code[:max_length] |
422
|
|
|
|
423
|
|
|
|
424
|
|
|
def phonix(word, max_length=4, zero_pad=True): |
425
|
|
|
"""Return the Phonix code for a word. |
426
|
|
|
|
427
|
|
|
Phonix is a Soundex-like algorithm defined in :cite:`Gadd:1990`. |
428
|
|
|
|
429
|
|
|
This implementation is based on: |
430
|
|
|
- :cite:`Pfeifer:2000` |
431
|
|
|
- :cite:`Christen:2011` |
432
|
|
|
- :cite:`Kollar:2007` |
433
|
|
|
|
434
|
|
|
:param str word: the word to transform |
435
|
|
|
:param int max_length: the length of the code returned (defaults to 4) |
436
|
|
|
:param bool zero_pad: pad the end of the return value with 0s to achieve |
437
|
|
|
a max_length string |
438
|
|
|
:returns: the Phonix value |
439
|
|
|
:rtype: str |
440
|
|
|
|
441
|
|
|
>>> phonix('Christopher') |
442
|
|
|
'K683' |
443
|
|
|
>>> phonix('Niall') |
444
|
|
|
'N400' |
445
|
|
|
>>> phonix('Smith') |
446
|
|
|
'S530' |
447
|
|
|
>>> phonix('Schmidt') |
448
|
|
|
'S530' |
449
|
|
|
""" |
450
|
|
|
def _start_repl(word, src, tar, post=None): |
451
|
|
|
r"""Replace src with tar at the start of word.""" |
452
|
|
|
if post: |
453
|
|
|
for i in post: |
454
|
|
|
if word.startswith(src+i): |
455
|
|
|
return tar + word[len(src):] |
456
|
|
|
elif word.startswith(src): |
457
|
|
|
return tar + word[len(src):] |
458
|
|
|
return word |
459
|
|
|
|
460
|
|
|
def _end_repl(word, src, tar, pre=None): |
461
|
|
|
r"""Replace src with tar at the end of word.""" |
462
|
|
|
if pre: |
463
|
|
|
for i in pre: |
464
|
|
|
if word.endswith(i+src): |
465
|
|
|
return word[:-len(src)] + tar |
466
|
|
|
elif word.endswith(src): |
467
|
|
|
return word[:-len(src)] + tar |
468
|
|
|
return word |
469
|
|
|
|
470
|
|
|
def _mid_repl(word, src, tar, pre=None, post=None): |
471
|
|
|
r"""Replace src with tar in the middle of word.""" |
472
|
|
|
if pre or post: |
473
|
|
|
if not pre: |
474
|
|
|
return word[0] + _all_repl(word[1:], src, tar, pre, post) |
475
|
|
|
elif not post: |
476
|
|
|
return (_all_repl(word[:-1], src, tar, pre, post) + |
477
|
|
|
word[-1]) |
478
|
|
|
return _all_repl(word, src, tar, pre, post) |
479
|
|
|
return (word[0] + |
480
|
|
|
_all_repl(word[1:-1], src, tar, pre, post) + |
481
|
|
|
word[-1]) |
482
|
|
|
|
483
|
|
|
def _all_repl(word, src, tar, pre=None, post=None): |
484
|
|
|
r"""Replace src with tar anywhere in word.""" |
485
|
|
|
if pre or post: |
486
|
|
|
if post: |
487
|
|
|
post = post |
488
|
|
|
else: |
489
|
|
|
post = frozenset(('',)) |
490
|
|
|
if pre: |
491
|
|
|
pre = pre |
492
|
|
|
else: |
493
|
|
|
pre = frozenset(('',)) |
494
|
|
|
|
495
|
|
|
for i, j in ((i, j) for i in pre for j in post): |
496
|
|
|
word = word.replace(i+src+j, i+tar+j) |
497
|
|
|
return word |
498
|
|
|
else: |
499
|
|
|
return word.replace(src, tar) |
500
|
|
|
|
501
|
|
|
_vow = {'A', 'E', 'I', 'O', 'U'} |
502
|
|
|
_con = {'B', 'C', 'D', 'F', 'G', 'H', 'J', 'K', 'L', 'M', 'N', 'P', 'Q', |
503
|
|
|
'R', 'S', 'T', 'V', 'W', 'X', 'Y', 'Z'} |
504
|
|
|
|
505
|
|
|
_phonix_substitutions = ((_all_repl, 'DG', 'G'), |
506
|
|
|
(_all_repl, 'CO', 'KO'), |
507
|
|
|
(_all_repl, 'CA', 'KA'), |
508
|
|
|
(_all_repl, 'CU', 'KU'), |
509
|
|
|
(_all_repl, 'CY', 'SI'), |
510
|
|
|
(_all_repl, 'CI', 'SI'), |
511
|
|
|
(_all_repl, 'CE', 'SE'), |
512
|
|
|
(_start_repl, 'CL', 'KL', _vow), |
513
|
|
|
(_all_repl, 'CK', 'K'), |
514
|
|
|
(_end_repl, 'GC', 'K'), |
515
|
|
|
(_end_repl, 'JC', 'K'), |
516
|
|
|
(_start_repl, 'CHR', 'KR', _vow), |
517
|
|
|
(_start_repl, 'CR', 'KR', _vow), |
518
|
|
|
(_start_repl, 'WR', 'R'), |
519
|
|
|
(_all_repl, 'NC', 'NK'), |
520
|
|
|
(_all_repl, 'CT', 'KT'), |
521
|
|
|
(_all_repl, 'PH', 'F'), |
522
|
|
|
(_all_repl, 'AA', 'AR'), |
523
|
|
|
(_all_repl, 'SCH', 'SH'), |
524
|
|
|
(_all_repl, 'BTL', 'TL'), |
525
|
|
|
(_all_repl, 'GHT', 'T'), |
526
|
|
|
(_all_repl, 'AUGH', 'ARF'), |
527
|
|
|
(_mid_repl, 'LJ', 'LD', _vow, _vow), |
528
|
|
|
(_all_repl, 'LOUGH', 'LOW'), |
529
|
|
|
(_start_repl, 'Q', 'KW'), |
530
|
|
|
(_start_repl, 'KN', 'N'), |
531
|
|
|
(_end_repl, 'GN', 'N'), |
532
|
|
|
(_all_repl, 'GHN', 'N'), |
533
|
|
|
(_end_repl, 'GNE', 'N'), |
534
|
|
|
(_all_repl, 'GHNE', 'NE'), |
535
|
|
|
(_end_repl, 'GNES', 'NS'), |
536
|
|
|
(_start_repl, 'GN', 'N'), |
537
|
|
|
(_mid_repl, 'GN', 'N', None, _con), |
538
|
|
|
(_end_repl, 'GN', 'N'), |
539
|
|
|
(_start_repl, 'PS', 'S'), |
540
|
|
|
(_start_repl, 'PT', 'T'), |
541
|
|
|
(_start_repl, 'CZ', 'C'), |
542
|
|
|
(_mid_repl, 'WZ', 'Z', _vow), |
543
|
|
|
(_mid_repl, 'CZ', 'CH'), |
544
|
|
|
(_all_repl, 'LZ', 'LSH'), |
545
|
|
|
(_all_repl, 'RZ', 'RSH'), |
546
|
|
|
(_mid_repl, 'Z', 'S', None, _vow), |
547
|
|
|
(_all_repl, 'ZZ', 'TS'), |
548
|
|
|
(_mid_repl, 'Z', 'TS', _con), |
549
|
|
|
(_all_repl, 'HROUG', 'REW'), |
550
|
|
|
(_all_repl, 'OUGH', 'OF'), |
551
|
|
|
(_mid_repl, 'Q', 'KW', _vow, _vow), |
552
|
|
|
(_mid_repl, 'J', 'Y', _vow, _vow), |
553
|
|
|
(_start_repl, 'YJ', 'Y', _vow), |
554
|
|
|
(_start_repl, 'GH', 'G'), |
555
|
|
|
(_end_repl, 'GH', 'E', _vow), |
556
|
|
|
(_start_repl, 'CY', 'S'), |
557
|
|
|
(_all_repl, 'NX', 'NKS'), |
558
|
|
|
(_start_repl, 'PF', 'F'), |
559
|
|
|
(_end_repl, 'DT', 'T'), |
560
|
|
|
(_end_repl, 'TL', 'TIL'), |
561
|
|
|
(_end_repl, 'DL', 'DIL'), |
562
|
|
|
(_all_repl, 'YTH', 'ITH'), |
563
|
|
|
(_start_repl, 'TJ', 'CH', _vow), |
564
|
|
|
(_start_repl, 'TSJ', 'CH', _vow), |
565
|
|
|
(_start_repl, 'TS', 'T', _vow), |
566
|
|
|
(_all_repl, 'TCH', 'CH'), |
567
|
|
|
(_mid_repl, 'WSK', 'VSKIE', _vow), |
568
|
|
|
(_end_repl, 'WSK', 'VSKIE', _vow), |
569
|
|
|
(_start_repl, 'MN', 'N', _vow), |
570
|
|
|
(_start_repl, 'PN', 'N', _vow), |
571
|
|
|
(_mid_repl, 'STL', 'SL', _vow), |
572
|
|
|
(_end_repl, 'STL', 'SL', _vow), |
573
|
|
|
(_end_repl, 'TNT', 'ENT'), |
574
|
|
|
(_end_repl, 'EAUX', 'OH'), |
575
|
|
|
(_all_repl, 'EXCI', 'ECS'), |
576
|
|
|
(_all_repl, 'X', 'ECS'), |
577
|
|
|
(_end_repl, 'NED', 'ND'), |
578
|
|
|
(_all_repl, 'JR', 'DR'), |
579
|
|
|
(_end_repl, 'EE', 'EA'), |
580
|
|
|
(_all_repl, 'ZS', 'S'), |
581
|
|
|
(_mid_repl, 'R', 'AH', _vow, _con), |
582
|
|
|
(_end_repl, 'R', 'AH', _vow), |
583
|
|
|
(_mid_repl, 'HR', 'AH', _vow, _con), |
584
|
|
|
(_end_repl, 'HR', 'AH', _vow), |
585
|
|
|
(_end_repl, 'HR', 'AH', _vow), |
586
|
|
|
(_end_repl, 'RE', 'AR'), |
587
|
|
|
(_end_repl, 'R', 'AH', _vow), |
588
|
|
|
(_all_repl, 'LLE', 'LE'), |
589
|
|
|
(_end_repl, 'LE', 'ILE', _con), |
590
|
|
|
(_end_repl, 'LES', 'ILES', _con), |
591
|
|
|
(_end_repl, 'E', ''), |
592
|
|
|
(_end_repl, 'ES', 'S'), |
593
|
|
|
(_end_repl, 'SS', 'AS', _vow), |
594
|
|
|
(_end_repl, 'MB', 'M', _vow), |
595
|
|
|
(_all_repl, 'MPTS', 'MPS'), |
596
|
|
|
(_all_repl, 'MPS', 'MS'), |
597
|
|
|
(_all_repl, 'MPT', 'MT')) |
598
|
|
|
|
599
|
|
|
_phonix_translation = dict(zip((ord(_) for _ in |
|
|
|
|
600
|
|
|
'ABCDEFGHIJKLMNOPQRSTUVWXYZ'), |
601
|
|
|
'01230720022455012683070808')) |
602
|
|
|
|
603
|
|
|
sdx = '' |
604
|
|
|
|
605
|
|
|
word = unicode_normalize('NFKD', text_type(word.upper())) |
606
|
|
|
word = word.replace('ß', 'SS') |
607
|
|
|
word = ''.join(c for c in word if c in |
608
|
|
|
{'A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', 'L', |
609
|
|
|
'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', 'W', 'X', |
610
|
|
|
'Y', 'Z'}) |
611
|
|
|
if word: |
612
|
|
|
for trans in _phonix_substitutions: |
613
|
|
|
word = trans[0](word, *trans[1:]) |
614
|
|
|
if word[0] in {'A', 'E', 'I', 'O', 'U', 'Y'}: |
615
|
|
|
sdx = 'v' + word[1:].translate(_phonix_translation) |
616
|
|
|
else: |
617
|
|
|
sdx = word[0] + word[1:].translate(_phonix_translation) |
618
|
|
|
sdx = _delete_consecutive_repeats(sdx) |
619
|
|
|
sdx = sdx.replace('0', '') |
620
|
|
|
|
621
|
|
|
# Clamp max_length to [4, 64] |
622
|
|
|
if max_length != -1: |
623
|
|
|
max_length = min(max(4, max_length), 64) |
624
|
|
|
else: |
625
|
|
|
max_length = 64 |
626
|
|
|
|
627
|
|
|
if zero_pad: |
628
|
|
|
sdx += '0' * max_length |
629
|
|
|
if not sdx: |
630
|
|
|
sdx = '0' |
631
|
|
|
return sdx[:max_length] |
632
|
|
|
|
633
|
|
|
|
634
|
|
|
def lein(word, max_length=4, zero_pad=True): |
635
|
|
|
"""Return the Lein code for a word. |
636
|
|
|
|
637
|
|
|
This is Lein name coding, described in :cite:`Moore:1977`. |
638
|
|
|
|
639
|
|
|
:param str word: the word to transform |
640
|
|
|
:param int max_length: the maximum length (default 4) of the code to return |
641
|
|
|
:param bool zero_pad: pad the end of the return value with 0s to achieve a |
642
|
|
|
max_length string |
643
|
|
|
:returns: the Lein code |
644
|
|
|
:rtype: str |
645
|
|
|
|
646
|
|
|
>>> lein('Christopher') |
647
|
|
|
'C351' |
648
|
|
|
>>> lein('Niall') |
649
|
|
|
'N300' |
650
|
|
|
>>> lein('Smith') |
651
|
|
|
'S210' |
652
|
|
|
>>> lein('Schmidt') |
653
|
|
|
'S521' |
654
|
|
|
""" |
655
|
|
|
_lein_translation = dict(zip((ord(_) for _ in |
|
|
|
|
656
|
|
|
'BCDFGJKLMNPQRSTVXZ'), |
657
|
|
|
'451455532245351455')) |
658
|
|
|
|
659
|
|
|
# uppercase, normalize, decompose, and filter non-A-Z out |
660
|
|
|
word = unicode_normalize('NFKD', text_type(word.upper())) |
661
|
|
|
word = word.replace('ß', 'SS') |
662
|
|
|
word = ''.join(c for c in word if c in |
663
|
|
|
{'A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', 'L', |
664
|
|
|
'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', 'W', 'X', |
665
|
|
|
'Y', 'Z'}) |
666
|
|
|
|
667
|
|
|
code = word[:1] # Rule 1 |
668
|
|
|
word = word[1:].translate({32: None, 65: None, 69: None, 72: None, |
669
|
|
|
73: None, 79: None, 85: None, 87: None, |
670
|
|
|
89: None}) # Rule 2 |
671
|
|
|
word = _delete_consecutive_repeats(word) # Rule 3 |
672
|
|
|
code += word.translate(_lein_translation) # Rule 4 |
673
|
|
|
|
674
|
|
|
if zero_pad: |
675
|
|
|
code += ('0'*max_length) # Rule 4 |
676
|
|
|
|
677
|
|
|
return code[:max_length] |
678
|
|
|
|
679
|
|
|
|
680
|
|
|
def pshp_soundex_last(lname, max_length=4, german=False): |
681
|
|
|
"""Calculate the PSHP Soundex/Viewex Coding of a last name. |
682
|
|
|
|
683
|
|
|
This coding is based on :cite:`Hershberg:1976`. |
684
|
|
|
|
685
|
|
|
Reference was also made to the German version of the same: |
686
|
|
|
:cite:`Hershberg:1979`. |
687
|
|
|
|
688
|
|
|
A separate function, pshp_soundex_first() is used for first names. |
689
|
|
|
|
690
|
|
|
:param str lname: the last name to encode |
691
|
|
|
:param int max_length: the length of the code returned (defaults to 4) |
692
|
|
|
:param bool german: set to True if the name is German (different rules |
693
|
|
|
apply) |
694
|
|
|
:returns: the PSHP Soundex/Viewex Coding |
695
|
|
|
:rtype: str |
696
|
|
|
|
697
|
|
|
>>> pshp_soundex_last('Smith') |
698
|
|
|
'S530' |
699
|
|
|
>>> pshp_soundex_last('Waters') |
700
|
|
|
'W350' |
701
|
|
|
>>> pshp_soundex_last('James') |
702
|
|
|
'J500' |
703
|
|
|
>>> pshp_soundex_last('Schmidt') |
704
|
|
|
'S530' |
705
|
|
|
>>> pshp_soundex_last('Ashcroft') |
706
|
|
|
'A225' |
707
|
|
|
""" |
708
|
|
|
lname = unicode_normalize('NFKD', text_type(lname.upper())) |
709
|
|
|
lname = lname.replace('ß', 'SS') |
710
|
|
|
lname = ''.join(c for c in lname if c in |
711
|
|
|
{'A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', |
712
|
|
|
'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', |
713
|
|
|
'W', 'X', 'Y', 'Z'}) |
714
|
|
|
|
715
|
|
|
# A. Prefix treatment |
716
|
|
|
if lname[:3] == 'VON' or lname[:3] == 'VAN': |
717
|
|
|
lname = lname[3:].strip() |
718
|
|
|
|
719
|
|
|
# The rule implemented below says "MC, MAC become 1". I believe it meant to |
720
|
|
|
# say they become M except in German data (where superscripted 1 indicates |
721
|
|
|
# "except in German data"). It doesn't make sense for them to become 1 |
722
|
|
|
# (BPFV -> 1) or to apply outside German. Unfortunately, both articles have |
723
|
|
|
# this error(?). |
724
|
|
|
if not german: |
725
|
|
|
if lname[:3] == 'MAC': |
726
|
|
|
lname = 'M'+lname[3:] |
727
|
|
|
elif lname[:2] == 'MC': |
728
|
|
|
lname = 'M'+lname[2:] |
729
|
|
|
|
730
|
|
|
# The non-German-only rule to strip ' is unnecessary due to filtering |
731
|
|
|
|
732
|
|
|
if lname[:1] in {'E', 'I', 'O', 'U'}: |
733
|
|
|
lname = 'A' + lname[1:] |
734
|
|
|
elif lname[:2] in {'GE', 'GI', 'GY'}: |
735
|
|
|
lname = 'J' + lname[1:] |
736
|
|
|
elif lname[:2] in {'CE', 'CI', 'CY'}: |
737
|
|
|
lname = 'S' + lname[1:] |
738
|
|
|
elif lname[:3] == 'CHR': |
739
|
|
|
lname = 'K' + lname[1:] |
740
|
|
|
elif lname[:1] == 'C' and lname[:2] != 'CH': |
741
|
|
|
lname = 'K' + lname[1:] |
742
|
|
|
|
743
|
|
|
if lname[:2] == 'KN': |
744
|
|
|
lname = 'N' + lname[1:] |
745
|
|
|
elif lname[:2] == 'PH': |
746
|
|
|
lname = 'F' + lname[1:] |
747
|
|
|
elif lname[:3] in {'WIE', 'WEI'}: |
748
|
|
|
lname = 'V' + lname[1:] |
749
|
|
|
|
750
|
|
|
if german and lname[:1] in {'W', 'M', 'Y', 'Z'}: |
751
|
|
|
lname = {'W': 'V', 'M': 'N', 'Y': 'J', 'Z': 'S'}[lname[0]]+lname[1:] |
752
|
|
|
|
753
|
|
|
code = lname[:1] |
754
|
|
|
|
755
|
|
|
# B. Postfix treatment |
756
|
|
|
if german: # moved from end of postfix treatment due to blocking |
757
|
|
|
if lname[-3:] == 'TES': |
758
|
|
|
lname = lname[:-3] |
759
|
|
|
elif lname[-2:] == 'TS': |
760
|
|
|
lname = lname[:-2] |
761
|
|
|
if lname[-3:] == 'TZE': |
762
|
|
|
lname = lname[:-3] |
763
|
|
|
elif lname[-2:] == 'ZE': |
764
|
|
|
lname = lname[:-2] |
765
|
|
|
if lname[-1:] == 'Z': |
766
|
|
|
lname = lname[:-1] |
767
|
|
|
elif lname[-2:] == 'TE': |
768
|
|
|
lname = lname[:-2] |
769
|
|
|
|
770
|
|
|
if lname[-1:] == 'R': |
771
|
|
|
lname = lname[:-1] + 'N' |
772
|
|
|
elif lname[-2:] in {'SE', 'CE'}: |
773
|
|
|
lname = lname[:-2] |
774
|
|
|
if lname[-2:] == 'SS': |
775
|
|
|
lname = lname[:-2] |
776
|
|
|
elif lname[-1:] == 'S': |
777
|
|
|
lname = lname[:-1] |
778
|
|
|
|
779
|
|
|
if not german: |
780
|
|
|
l5_repl = {'STOWN': 'SAWON', 'MPSON': 'MASON'} |
781
|
|
|
l4_repl = {'NSEN': 'ASEN', 'MSON': 'ASON', 'STEN': 'SAEN', |
782
|
|
|
'STON': 'SAON'} |
783
|
|
|
if lname[-5:] in l5_repl: |
784
|
|
|
lname = lname[:-5] + l5_repl[lname[-5:]] |
785
|
|
|
elif lname[-4:] in l4_repl: |
786
|
|
|
lname = lname[:-4] + l4_repl[lname[-4:]] |
787
|
|
|
|
788
|
|
|
if lname[-2:] in {'NG', 'ND'}: |
789
|
|
|
lname = lname[:-1] |
790
|
|
|
if not german and lname[-3:] in {'GAN', 'GEN'}: |
791
|
|
|
lname = lname[:-3]+'A'+lname[-2:] |
792
|
|
|
|
793
|
|
|
# C. Infix Treatment |
794
|
|
|
lname = lname.replace('CK', 'C') |
795
|
|
|
lname = lname.replace('SCH', 'S') |
796
|
|
|
lname = lname.replace('DT', 'T') |
797
|
|
|
lname = lname.replace('ND', 'N') |
798
|
|
|
lname = lname.replace('NG', 'N') |
799
|
|
|
lname = lname.replace('LM', 'M') |
800
|
|
|
lname = lname.replace('MN', 'M') |
801
|
|
|
lname = lname.replace('WIE', 'VIE') |
802
|
|
|
lname = lname.replace('WEI', 'VEI') |
803
|
|
|
|
804
|
|
|
# D. Soundexing |
805
|
|
|
# code for X & Y are unspecified, but presumably are 2 & 0 |
806
|
|
|
_pshp_translation = dict(zip((ord(_) for _ in |
|
|
|
|
807
|
|
|
'ABCDEFGHIJKLMNOPQRSTUVWXYZ'), |
808
|
|
|
'01230120022455012523010202')) |
809
|
|
|
|
810
|
|
|
lname = lname.translate(_pshp_translation) |
811
|
|
|
lname = _delete_consecutive_repeats(lname) |
812
|
|
|
|
813
|
|
|
code += lname[1:] |
814
|
|
|
code = code.replace('0', '') # rule 1 |
815
|
|
|
|
816
|
|
|
if max_length != -1: |
817
|
|
|
if len(code) < max_length: |
818
|
|
|
code += '0' * (max_length-len(code)) |
819
|
|
|
else: |
820
|
|
|
code = code[:max_length] |
821
|
|
|
|
822
|
|
|
return code |
823
|
|
|
|
824
|
|
|
|
825
|
|
|
def pshp_soundex_first(fname, max_length=4, german=False): |
826
|
|
|
"""Calculate the PSHP Soundex/Viewex Coding of a first name. |
827
|
|
|
|
828
|
|
|
This coding is based on :cite:`Hershberg:1976`. |
829
|
|
|
|
830
|
|
|
Reference was also made to the German version of the same: |
831
|
|
|
:cite:`Hershberg:1979`. |
832
|
|
|
|
833
|
|
|
A separate function, pshp_soundex_last() is used for last names. |
834
|
|
|
|
835
|
|
|
:param str fname: the first name to encode |
836
|
|
|
:param int max_length: the length of the code returned (defaults to 4) |
837
|
|
|
:param bool german: set to True if the name is German (different rules |
838
|
|
|
apply) |
839
|
|
|
:returns: the PSHP Soundex/Viewex Coding |
840
|
|
|
:rtype: str |
841
|
|
|
|
842
|
|
|
>>> pshp_soundex_first('Smith') |
843
|
|
|
'S530' |
844
|
|
|
>>> pshp_soundex_first('Waters') |
845
|
|
|
'W352' |
846
|
|
|
>>> pshp_soundex_first('James') |
847
|
|
|
'J700' |
848
|
|
|
>>> pshp_soundex_first('Schmidt') |
849
|
|
|
'S500' |
850
|
|
|
>>> pshp_soundex_first('Ashcroft') |
851
|
|
|
'A220' |
852
|
|
|
>>> pshp_soundex_first('John') |
853
|
|
|
'J500' |
854
|
|
|
>>> pshp_soundex_first('Colin') |
855
|
|
|
'K400' |
856
|
|
|
>>> pshp_soundex_first('Niall') |
857
|
|
|
'N400' |
858
|
|
|
>>> pshp_soundex_first('Sally') |
859
|
|
|
'S400' |
860
|
|
|
>>> pshp_soundex_first('Jane') |
861
|
|
|
'J500' |
862
|
|
|
""" |
863
|
|
|
fname = unicode_normalize('NFKD', text_type(fname.upper())) |
864
|
|
|
fname = fname.replace('ß', 'SS') |
865
|
|
|
fname = ''.join(c for c in fname if c in |
866
|
|
|
{'A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', |
867
|
|
|
'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', |
868
|
|
|
'W', 'X', 'Y', 'Z'}) |
869
|
|
|
|
870
|
|
|
# special rules |
871
|
|
|
if fname == 'JAMES': |
872
|
|
|
code = 'J7' |
873
|
|
|
elif fname == 'PAT': |
874
|
|
|
code = 'P7' |
875
|
|
|
|
876
|
|
|
else: |
877
|
|
|
# A. Prefix treatment |
878
|
|
|
if fname[:2] in {'GE', 'GI', 'GY'}: |
879
|
|
|
fname = 'J' + fname[1:] |
880
|
|
|
elif fname[:2] in {'CE', 'CI', 'CY'}: |
881
|
|
|
fname = 'S' + fname[1:] |
882
|
|
|
elif fname[:3] == 'CHR': |
883
|
|
|
fname = 'K' + fname[1:] |
884
|
|
|
elif fname[:1] == 'C' and fname[:2] != 'CH': |
885
|
|
|
fname = 'K' + fname[1:] |
886
|
|
|
|
887
|
|
|
if fname[:2] == 'KN': |
888
|
|
|
fname = 'N' + fname[1:] |
889
|
|
|
elif fname[:2] == 'PH': |
890
|
|
|
fname = 'F' + fname[1:] |
891
|
|
|
elif fname[:3] in {'WIE', 'WEI'}: |
892
|
|
|
fname = 'V' + fname[1:] |
893
|
|
|
|
894
|
|
|
if german and fname[:1] in {'W', 'M', 'Y', 'Z'}: |
895
|
|
|
fname = ({'W': 'V', 'M': 'N', 'Y': 'J', 'Z': 'S'}[fname[0]] + |
896
|
|
|
fname[1:]) |
897
|
|
|
|
898
|
|
|
code = fname[:1] |
899
|
|
|
|
900
|
|
|
# B. Soundex coding |
901
|
|
|
# code for Y unspecified, but presumably is 0 |
902
|
|
|
_pshp_translation = dict(zip((ord(_) for _ in |
|
|
|
|
903
|
|
|
'ABCDEFGHIJKLMNOPQRSTUVWXYZ'), |
904
|
|
|
'01230120022455012523010202')) |
905
|
|
|
|
906
|
|
|
fname = fname.translate(_pshp_translation) |
907
|
|
|
fname = _delete_consecutive_repeats(fname) |
908
|
|
|
|
909
|
|
|
code += fname[1:] |
910
|
|
|
syl_ptr = code.find('0') |
911
|
|
|
syl2_ptr = code[syl_ptr + 1:].find('0') |
912
|
|
|
if syl_ptr != -1 and syl2_ptr != -1 and syl2_ptr - syl_ptr > -1: |
913
|
|
|
code = code[:syl_ptr + 2] |
914
|
|
|
|
915
|
|
|
code = code.replace('0', '') # rule 1 |
916
|
|
|
|
917
|
|
|
if max_length != -1: |
918
|
|
|
if len(code) < max_length: |
919
|
|
|
code += '0' * (max_length-len(code)) |
920
|
|
|
else: |
921
|
|
|
code = code[:max_length] |
922
|
|
|
|
923
|
|
|
return code |
924
|
|
|
|
925
|
|
|
|
926
|
|
|
if __name__ == '__main__': |
927
|
|
|
import doctest |
928
|
|
|
doctest.testmod() |
929
|
|
|
|