abydos.distance._sift4.Sift4.dist() - Code Metrics - Inspection of "Merge pull request #149 from chrislit/0.3.6" - chrislit/abydos - Measure and Improve Code Quality continuously with Scrutinizer

Completed

Push — master ( f43547...71985b )

by Chris

created 2018-11-17 08:52 UTC

abydos.distance._sift4.Sift4.dist() A

↳ Parent: abydos.distance._sift4

Complexity

Conditions

Size

Total Lines	36
Code Lines	3

Duplication

Lines	0
Ratio	0 %

Code Coverage

Tests	2
CRAP Score	1

Importance

Changes

Metric	Value
cc	1
eloc	3
nop	5
dl	0
loc	36
ccs	2
cts	2
cp	1
crap	1
rs	10
c	0
b	0
f	0

# -*- 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.distance._sift4.

Sift4 Common approximate string distance
"""

from __future__ import (
    absolute_import,
    division,
    print_function,
    unicode_literals,
)

from six.moves import range

from ._distance import _Distance

__all__ = ['Sift4', 'dist_sift4', 'sift4_common', 'sim_sift4']


class Sift4(_Distance):

    """Sift4 Common version.

    This is an approximation of edit distance, described in
    :cite:`Zackwehdex:2014`.
    """

    def dist_abs(self, src, tar, max_offset=5, max_distance=0):

        """Return the "common" Sift4 distance between two terms.

        Parameters
        ----------
        src : str
            Source string for comparison
        tar : str
            Target string for comparison
        max_offset : int
            The number of characters to search for matching letters
        max_distance : int
            The distance at which to stop and exit

        Returns
        -------
        int
            The Sift4 distance according to the common formula

        Examples
        --------
        >>> cmp = Sift4()
        >>> cmp.dist_abs('cat', 'hat')
        1
        >>> cmp.dist_abs('Niall', 'Neil')
        2
        >>> cmp.dist_abs('Colin', 'Cuilen')
        3
        >>> cmp.dist_abs('ATCG', 'TAGC')
        2

        """
        if not src:
            return len(tar)

        if not tar:
            return len(src)

        src_len = len(src)
        tar_len = len(tar)

        src_cur = 0
        tar_cur = 0
        lcss = 0
        local_cs = 0
        trans = 0
        offset_arr = []

        while (src_cur < src_len) and (tar_cur < tar_len):
            if src[src_cur] == tar[tar_cur]:
                local_cs += 1
                is_trans = False
                i = 0
                while i < len(offset_arr):
                    ofs = offset_arr[i]
                    if src_cur <= ofs['src_cur'] or tar_cur <= ofs['tar_cur']:
                        is_trans = abs(tar_cur - src_cur) >= abs(
                            ofs['tar_cur'] - ofs['src_cur']
                        )
                        if is_trans:
                            trans += 1
                        elif not ofs['trans']:
                            ofs['trans'] = True
                            trans += 1
                        break
                    elif src_cur > ofs['tar_cur'] and tar_cur > ofs['src_cur']:
                        del offset_arr[i]
                    else:
                        i += 1

                offset_arr.append(
                    {'src_cur': src_cur, 'tar_cur': tar_cur, 'trans': is_trans}
                )
            else:
                lcss += local_cs
                local_cs = 0
                if src_cur != tar_cur:
                    src_cur = tar_cur = min(src_cur, tar_cur)
                for i in range(max_offset):
                    if not (
                        (src_cur + i < src_len) or (tar_cur + i < tar_len)

                    ):
                        break
                    if (src_cur + i < src_len) and (
                        src[src_cur + i] == tar[tar_cur]

                    ):
                        src_cur += i - 1
                        tar_cur -= 1
                        break
                    if (tar_cur + i < tar_len) and (
                        src[src_cur] == tar[tar_cur + i]

                    ):
                        src_cur -= 1
                        tar_cur += i - 1
                        break

            src_cur += 1
            tar_cur += 1

            if max_distance:
                temporary_distance = max(src_cur, tar_cur) - lcss + trans
                if temporary_distance >= max_distance:
                    return round(temporary_distance)

            if (src_cur >= src_len) or (tar_cur >= tar_len):
                lcss += local_cs
                local_cs = 0
                src_cur = tar_cur = min(src_cur, tar_cur)

        lcss += local_cs
        return round(max(src_len, tar_len) - lcss + trans)

    def dist(self, src, tar, max_offset=5, max_distance=0):

        """Return the normalized "common" Sift4 distance between two terms.

        This is Sift4 distance, normalized to [0, 1].

        Parameters
        ----------
        src : str
            Source string for comparison
        tar : str
            Target string for comparison
        max_offset : int
            The number of characters to search for matching letters
        max_distance : int
            The distance at which to stop and exit

        Returns
        -------
        float
            The normalized Sift4 distance

        Examples
        --------
        >>> cmp = Sift4()
        >>> round(cmp.dist('cat', 'hat'), 12)
        0.333333333333
        >>> cmp.dist('Niall', 'Neil')
        0.4
        >>> cmp.dist('Colin', 'Cuilen')
        0.5
        >>> cmp.dist('ATCG', 'TAGC')
        0.5

        """
        return self.dist_abs(src, tar, max_offset, max_distance) / (
            max(len(src), len(tar), 1)
        )


def sift4_common(src, tar, max_offset=5, max_distance=0):
    """Return the "common" Sift4 distance between two terms.

    This is a wrapper for :py:meth:`Sift4.dist_abs`.

    Parameters
    ----------
    src : str
        Source string for comparison
    tar : str
        Target string for comparison
    max_offset : int
        The number of characters to search for matching letters
    max_distance : int
        The distance at which to stop and exit

    Returns
    -------
    int
        The Sift4 distance according to the common formula

    Examples
    --------
    >>> sift4_common('cat', 'hat')
    1
    >>> sift4_common('Niall', 'Neil')
    2
    >>> sift4_common('Colin', 'Cuilen')
    3
    >>> sift4_common('ATCG', 'TAGC')
    2

    """
    return Sift4().dist_abs(src, tar, max_offset, max_distance)


def dist_sift4(src, tar, max_offset=5, max_distance=0):
    """Return the normalized "common" Sift4 distance between two terms.

    This is a wrapper for :py:meth:`Sift4.dist`.

    Parameters
    ----------
    src : str
        Source string for comparison
    tar : str
        Target string for comparison
    max_offset : int
        The number of characters to search for matching letters
    max_distance : int
        The distance at which to stop and exit

    Returns
    -------
    float
        The normalized Sift4 distance

    Examples
    --------
    >>> round(dist_sift4('cat', 'hat'), 12)
    0.333333333333
    >>> dist_sift4('Niall', 'Neil')
    0.4
    >>> dist_sift4('Colin', 'Cuilen')
    0.5
    >>> dist_sift4('ATCG', 'TAGC')
    0.5

    """
    return Sift4().dist(src, tar, max_offset, max_distance)


def sim_sift4(src, tar, max_offset=5, max_distance=0):
    """Return the normalized "common" Sift4 similarity of two terms.

    This is a wrapper for :py:meth:`Sift4.sim`.

    Parameters
    ----------
    src : str
        Source string for comparison
    tar : str
        Target string for comparison
    max_offset : int
        The number of characters to search for matching letters
    max_distance : int
        The distance at which to stop and exit

    Returns
    -------
    float
        The normalized Sift4 similarity

    Examples
    --------
    >>> round(sim_sift4('cat', 'hat'), 12)
    0.666666666667
    >>> sim_sift4('Niall', 'Neil')
    0.6
    >>> sim_sift4('Colin', 'Cuilen')
    0.5
    >>> sim_sift4('ATCG', 'TAGC')
    0.5

    """
    return Sift4().sim(src, tar, max_offset, max_distance)


if __name__ == '__main__':
    import doctest

    doctest.testmod()


1		# -- coding: utf-8 --
2
3		# Copyright 2018 by Christopher C. Little.
4		# This file is part of Abydos.
5		#
6		# Abydos is free software: you can redistribute it and/or modify
7		# it under the terms of the GNU General Public License as published by
8		# the Free Software Foundation, either version 3 of the License, or
9		# (at your option) any later version.
10		#
11		# Abydos is distributed in the hope that it will be useful,
12		# but WITHOUT ANY WARRANTY; without even the implied warranty of
13		# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
14		# GNU General Public License for more details.
15		#
16		# You should have received a copy of the GNU General Public License
17		# along with Abydos. If not, see <http://www.gnu.org/licenses/>.
18
19	1	"""abydos.distance._sift4.
20
21		Sift4 Common approximate string distance
22		"""
23
24	1	from __future__ import (
25		absolute_import,
26		division,
27		print_function,
28		unicode_literals,
29		)
30
31	1	from six.moves import range
32
33	1	from ._distance import _Distance
34
35	1	__all__ = ['Sift4', 'dist_sift4', 'sift4_common', 'sim_sift4']
36
37
38	1	class Sift4(_Distance):
		0 ignored issues – show Unused Code introduced 2018-11-10 01:42 UTC by Report Bug Copy Issue Report The variable `__class__` seems to be unused. Loading history...
39		"""Sift4 Common version.
40
41		This is an approximation of edit distance, described in
42		:cite:`Zackwehdex:2014`.
43		"""
44
45	1	def dist_abs(self, src, tar, max_offset=5, max_distance=0):
		0 ignored issues – show Comprehensibility introduced 2018-11-04 08:02 UTC by Report Bug Copy Issue Report This function exceeds the maximum number of variables (18/15). Loading history... Bug introduced 2018-11-04 08:02 UTC by Report Bug Copy Issue Report Parameters differ from overridden 'dist_abs' method Loading history...
46		"""Return the "common" Sift4 distance between two terms.
47
48		Parameters
49		----------
50		src : str
51		Source string for comparison
52		tar : str
53		Target string for comparison
54		max_offset : int
55		The number of characters to search for matching letters
56		max_distance : int
57		The distance at which to stop and exit
58
59		Returns
60		-------
61		int
62		The Sift4 distance according to the common formula
63
64		Examples
65		--------
66		>>> cmp = Sift4()
67		>>> cmp.dist_abs('cat', 'hat')
68		1
69		>>> cmp.dist_abs('Niall', 'Neil')
70		2
71		>>> cmp.dist_abs('Colin', 'Cuilen')
72		3
73		>>> cmp.dist_abs('ATCG', 'TAGC')
74		2
75
76		"""
77	1	if not src:
78	1	return len(tar)
79
80	1	if not tar:
81	1	return len(src)
82
83	1	src_len = len(src)
84	1	tar_len = len(tar)
85
86	1	src_cur = 0
87	1	tar_cur = 0
88	1	lcss = 0
89	1	local_cs = 0
90	1	trans = 0
91	1	offset_arr = []
92
93	1	while (src_cur < src_len) and (tar_cur < tar_len):
94	1	if src[src_cur] == tar[tar_cur]:
95	1	local_cs += 1
96	1	is_trans = False
97	1	i = 0
98	1	while i < len(offset_arr):
99	1	ofs = offset_arr[i]
100	1	if src_cur <= ofs['src_cur'] or tar_cur <= ofs['tar_cur']:
101	1	is_trans = abs(tar_cur - src_cur) >= abs(
102		ofs['tar_cur'] - ofs['src_cur']
103		)
104	1	if is_trans:
105	1	trans += 1
106	1	elif not ofs['trans']:
107	1	ofs['trans'] = True
108	1	trans += 1
109	1	break
110	1	elif src_cur > ofs['tar_cur'] and tar_cur > ofs['src_cur']:
111	1	del offset_arr[i]
112		else:
113	1	i += 1
114
115	1	offset_arr.append(
116		{'src_cur': src_cur, 'tar_cur': tar_cur, 'trans': is_trans}
117		)
118		else:
119	1	lcss += local_cs
120	1	local_cs = 0
121	1	if src_cur != tar_cur:
122	1	src_cur = tar_cur = min(src_cur, tar_cur)
123	1	for i in range(max_offset):
124	1	if not (
125		(src_cur + i < src_len) or (tar_cur + i < tar_len)
		0 ignored issues – show Coding Style introduced 2018-11-04 08:02 UTC by Report Bug Copy Issue Report Wrong hanging indentation before block (add 4 spaces). Loading history...
126		):
127	1	break
128	1	if (src_cur + i < src_len) and (
129		src[src_cur + i] == tar[tar_cur]
		0 ignored issues – show Coding Style introduced 2018-10-24 06:00 UTC by Report Bug Copy Issue Report Wrong hanging indentation before block (add 4 spaces). Loading history...
130		):
131	1	src_cur += i - 1
132	1	tar_cur -= 1
133	1	break
134	1	if (tar_cur + i < tar_len) and (
135		src[src_cur] == tar[tar_cur + i]
		0 ignored issues – show Coding Style introduced 2018-10-24 06:00 UTC by Report Bug Copy Issue Report Wrong hanging indentation before block (add 4 spaces). Loading history...
136		):
137	1	src_cur -= 1
138	1	tar_cur += i - 1
139	1	break
140
141	1	src_cur += 1
142	1	tar_cur += 1
143
144	1	if max_distance:
145	1	temporary_distance = max(src_cur, tar_cur) - lcss + trans
146	1	if temporary_distance >= max_distance:
147	1	return round(temporary_distance)
148
149	1	if (src_cur >= src_len) or (tar_cur >= tar_len):
150	1	lcss += local_cs
151	1	local_cs = 0
152	1	src_cur = tar_cur = min(src_cur, tar_cur)
153
154	1	lcss += local_cs
155	1	return round(max(src_len, tar_len) - lcss + trans)
156
157	1	def dist(self, src, tar, max_offset=5, max_distance=0):
		0 ignored issues – show Bug introduced 2018-11-04 08:02 UTC by Report Bug Copy Issue Report Parameters differ from overridden 'dist' method Loading history...
158		"""Return the normalized "common" Sift4 distance between two terms.
159
160		This is Sift4 distance, normalized to [0, 1].
161
162		Parameters
163		----------
164		src : str
165		Source string for comparison
166		tar : str
167		Target string for comparison
168		max_offset : int
169		The number of characters to search for matching letters
170		max_distance : int
171		The distance at which to stop and exit
172
173		Returns
174		-------
175		float
176		The normalized Sift4 distance
177
178		Examples
179		--------
180		>>> cmp = Sift4()
181		>>> round(cmp.dist('cat', 'hat'), 12)
182		0.333333333333
183		>>> cmp.dist('Niall', 'Neil')
184		0.4
185		>>> cmp.dist('Colin', 'Cuilen')
186		0.5
187		>>> cmp.dist('ATCG', 'TAGC')
188		0.5
189
190		"""
191	1	return self.dist_abs(src, tar, max_offset, max_distance) / (
192		max(len(src), len(tar), 1)
193		)
194
195
196	1	def sift4_common(src, tar, max_offset=5, max_distance=0):
197		"""Return the "common" Sift4 distance between two terms.
198
199		This is a wrapper for :py:meth:`Sift4.dist_abs`.
200
201		Parameters
202		----------
203		src : str
204		Source string for comparison
205		tar : str
206		Target string for comparison
207		max_offset : int
208		The number of characters to search for matching letters
209		max_distance : int
210		The distance at which to stop and exit
211
212		Returns
213		-------
214		int
215		The Sift4 distance according to the common formula
216
217		Examples
218		--------
219		>>> sift4_common('cat', 'hat')
220		1
221		>>> sift4_common('Niall', 'Neil')
222		2
223		>>> sift4_common('Colin', 'Cuilen')
224		3
225		>>> sift4_common('ATCG', 'TAGC')
226		2
227
228		"""
229	1	return Sift4().dist_abs(src, tar, max_offset, max_distance)
230
231
232	1	def dist_sift4(src, tar, max_offset=5, max_distance=0):
233		"""Return the normalized "common" Sift4 distance between two terms.
234
235		This is a wrapper for :py:meth:`Sift4.dist`.
236
237		Parameters
238		----------
239		src : str
240		Source string for comparison
241		tar : str
242		Target string for comparison
243		max_offset : int
244		The number of characters to search for matching letters
245		max_distance : int
246		The distance at which to stop and exit
247
248		Returns
249		-------
250		float
251		The normalized Sift4 distance
252
253		Examples
254		--------
255		>>> round(dist_sift4('cat', 'hat'), 12)
256		0.333333333333
257		>>> dist_sift4('Niall', 'Neil')
258		0.4
259		>>> dist_sift4('Colin', 'Cuilen')
260		0.5
261		>>> dist_sift4('ATCG', 'TAGC')
262		0.5
263
264		"""
265	1	return Sift4().dist(src, tar, max_offset, max_distance)
266
267
268	1	def sim_sift4(src, tar, max_offset=5, max_distance=0):
269		"""Return the normalized "common" Sift4 similarity of two terms.
270
271		This is a wrapper for :py:meth:`Sift4.sim`.
272
273		Parameters
274		----------
275		src : str
276		Source string for comparison
277		tar : str
278		Target string for comparison
279		max_offset : int
280		The number of characters to search for matching letters
281		max_distance : int
282		The distance at which to stop and exit
283
284		Returns
285		-------
286		float
287		The normalized Sift4 similarity
288
289		Examples
290		--------
291		>>> round(sim_sift4('cat', 'hat'), 12)
292		0.666666666667
293		>>> sim_sift4('Niall', 'Neil')
294		0.6
295		>>> sim_sift4('Colin', 'Cuilen')
296		0.5
297		>>> sim_sift4('ATCG', 'TAGC')
298		0.5
299
300		"""
301	1	return Sift4().sim(src, tar, max_offset, max_distance)
302
303
304		if __name__ == '__main__':
305		import doctest
306
307		doctest.testmod()
308

chrislit / abydos

Push — master ( f43547...71985b )

abydos.distance._sift4.Sift4.dist() A

Complexity

Size

Duplication

Code Coverage

Importance

Duplication Side-by-Side

Filter issues like