# -*- coding: utf-8 -*-
# Copyright 2018 by Christopher C. Little.
# This file is part of Abydos.
#
# Abydos is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# Abydos is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with Abydos. If not, see <http://www.gnu.org/licenses/>.
"""abydos.fingerprint._count.
Cisłak & Grabowski's count fingerprint
"""
from __future__ import (
absolute_import,
division,
print_function,
unicode_literals,
)
from collections import Counter
from ._fingerprint import MOST_COMMON_LETTERS_CG, _Fingerprint
__all__ = ['Count', 'count_fingerprint']
[docs]class Count(_Fingerprint):
"""Count Fingerprint.
Based on the count fingerprint from :cite:`Cislak:2017`.
"""
[docs] def fingerprint(self, word, n_bits=16, most_common=MOST_COMMON_LETTERS_CG):
"""Return the count fingerprint.
Parameters
----------
word : str
The word to fingerprint
n_bits : int
Number of bits in the fingerprint returned
most_common : list
The most common tokens in the target language, ordered by frequency
Returns
-------
int
The count fingerprint
Examples
--------
>>> cf = Count()
>>> bin(cf.fingerprint('hat'))
'0b1010000000001'
>>> bin(cf.fingerprint('niall'))
'0b10001010000'
>>> bin(cf.fingerprint('colin'))
'0b101010000'
>>> bin(cf.fingerprint('atcg'))
'0b1010000000000'
>>> bin(cf.fingerprint('entreatment'))
'0b1111010000100000'
"""
if n_bits % 2:
n_bits += 1
word = Counter(word)
fingerprint = 0
for letter in most_common:
if n_bits:
fingerprint <<= 2
fingerprint += word[letter] & 3
n_bits -= 2
else:
break
if n_bits:
fingerprint <<= n_bits
return fingerprint
[docs]def count_fingerprint(word, n_bits=16, most_common=MOST_COMMON_LETTERS_CG):
"""Return the count fingerprint.
This is a wrapper for :py:meth:`Count.fingerprint`.
Parameters
----------
word : str
The word to fingerprint
n_bits : int
Number of bits in the fingerprint returned
most_common : list
The most common tokens in the target language, ordered by frequency
Returns
-------
int
The count fingerprint
Examples
--------
>>> bin(count_fingerprint('hat'))
'0b1010000000001'
>>> bin(count_fingerprint('niall'))
'0b10001010000'
>>> bin(count_fingerprint('colin'))
'0b101010000'
>>> bin(count_fingerprint('atcg'))
'0b1010000000000'
>>> bin(count_fingerprint('entreatment'))
'0b1111010000100000'
"""
return Count().fingerprint(word, n_bits, most_common)
if __name__ == '__main__':
import doctest
doctest.testmod()