|
1
|
|
|
# -*- coding: utf-8 -*- |
|
2
|
|
|
|
|
3
|
|
|
# Copyright 2014-2018 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
|
|
|
"""abydos.tests.test_distance. |
|
20
|
|
|
|
|
21
|
|
|
This module contains unit tests for abydos.distance |
|
22
|
|
|
""" |
|
23
|
|
|
|
|
24
|
|
|
from __future__ import division, unicode_literals |
|
25
|
|
|
|
|
26
|
|
|
import math |
|
27
|
|
|
import os |
|
28
|
|
|
import pkgutil |
|
29
|
|
|
import sys |
|
30
|
|
|
import unittest |
|
31
|
|
|
from difflib import SequenceMatcher |
|
32
|
|
|
|
|
33
|
|
|
from abydos.compression import ac_train |
|
34
|
|
|
# noinspection PyProtectedMember |
|
35
|
|
|
from abydos.distance import _synoname_strip_punct, bag, chebyshev, \ |
|
36
|
|
|
damerau_levenshtein, dist, dist_bag, dist_baystat, dist_compression, \ |
|
37
|
|
|
dist_cosine, dist_damerau, dist_dice, dist_editex, dist_euclidean, \ |
|
38
|
|
|
dist_eudex, dist_hamming, dist_ident, dist_indel, dist_jaccard, \ |
|
39
|
|
|
dist_jaro_winkler, dist_lcsseq, dist_lcsstr, dist_length, \ |
|
40
|
|
|
dist_levenshtein, dist_manhattan, dist_minkowski, dist_mlipns, \ |
|
41
|
|
|
dist_monge_elkan, dist_mra, dist_overlap, dist_prefix, \ |
|
42
|
|
|
dist_ratcliff_obershelp, dist_sift4, dist_strcmp95, dist_suffix, \ |
|
43
|
|
|
dist_tversky, dist_typo, editex, euclidean, eudex_hamming, gotoh, \ |
|
44
|
|
|
hamming, lcsseq, lcsstr, levenshtein, manhattan, minkowski, mra_compare, \ |
|
45
|
|
|
needleman_wunsch, sift4_common, sift4_simplest, sim, sim_bag, \ |
|
46
|
|
|
sim_baystat, sim_compression, sim_cosine, sim_damerau, sim_dice, \ |
|
47
|
|
|
sim_editex, sim_euclidean, sim_eudex, sim_hamming, sim_ident, sim_indel, \ |
|
48
|
|
|
sim_jaccard, sim_jaro_winkler, sim_lcsseq, sim_lcsstr, sim_length, \ |
|
49
|
|
|
sim_levenshtein, sim_manhattan, sim_matrix, sim_minkowski, sim_mlipns, \ |
|
50
|
|
|
sim_monge_elkan, sim_mra, sim_overlap, sim_prefix, \ |
|
51
|
|
|
sim_ratcliff_obershelp, sim_sift4, sim_strcmp95, sim_suffix, \ |
|
52
|
|
|
sim_tanimoto, sim_tversky, sim_typo, smith_waterman, synoname, \ |
|
53
|
|
|
_synoname_word_approximation, tanimoto, typo |
|
54
|
|
|
from abydos.qgram import QGrams |
|
55
|
|
|
|
|
56
|
|
|
from six.moves import range |
|
57
|
|
|
|
|
58
|
|
|
TESTDIR = os.path.dirname(__file__) |
|
59
|
|
|
|
|
60
|
|
|
NIALL = ('Niall', 'Neal', 'Neil', 'Njall', 'Njáll', 'Nigel', 'Neel', 'Nele', |
|
61
|
|
|
'Nigelli', 'Nel', 'Kneale', 'Uí Néill', 'O\'Neill', 'MacNeil', |
|
62
|
|
|
'MacNele', 'Niall Noígíallach') |
|
63
|
|
|
|
|
64
|
|
|
COLIN = ('Colin', 'Collin', 'Cullen', 'Cuilen', 'Cailean', 'MacCailean', |
|
65
|
|
|
'Cuilén', 'Colle', 'Calum', 'Callum', 'Colinn', 'Colon', 'Colynn', |
|
66
|
|
|
'Col', 'Cole', 'Nicolas', 'Nicholas', 'Cailean Mór Caimbeul') |
|
67
|
|
|
|
|
68
|
|
|
|
|
69
|
|
|
class LevenshteinTestCases(unittest.TestCase): |
|
70
|
|
|
"""Test Levenshtein functions. |
|
71
|
|
|
|
|
72
|
|
|
abydos.distance.levenshtein, .dist_levenshtein, |
|
73
|
|
|
.sim_levenshtein, .damerau, .dist_damerau, & .sim_damerau |
|
74
|
|
|
""" |
|
75
|
|
|
|
|
76
|
|
|
def test_levenshtein(self): |
|
77
|
|
|
"""Test abydos.distance.levenshtein.""" |
|
78
|
|
|
self.assertEqual(levenshtein('', ''), 0) |
|
79
|
|
|
|
|
80
|
|
|
# http://oldfashionedsoftware.com/tag/levenshtein-distance/ |
|
81
|
|
|
self.assertEqual(levenshtein('a', ''), 1) |
|
82
|
|
|
self.assertEqual(levenshtein('', 'a'), 1) |
|
83
|
|
|
self.assertEqual(levenshtein('abc', ''), 3) |
|
84
|
|
|
self.assertEqual(levenshtein('', 'abc'), 3) |
|
85
|
|
|
self.assertEqual(levenshtein('', ''), 0) |
|
86
|
|
|
self.assertEqual(levenshtein('a', 'a'), 0) |
|
87
|
|
|
self.assertEqual(levenshtein('abc', 'abc'), 0) |
|
88
|
|
|
self.assertEqual(levenshtein('', 'a'), 1) |
|
89
|
|
|
self.assertEqual(levenshtein('a', 'ab'), 1) |
|
90
|
|
|
self.assertEqual(levenshtein('b', 'ab'), 1) |
|
91
|
|
|
self.assertEqual(levenshtein('ac', 'abc'), 1) |
|
92
|
|
|
self.assertEqual(levenshtein('abcdefg', 'xabxcdxxefxgx'), 6) |
|
93
|
|
|
self.assertEqual(levenshtein('a', ''), 1) |
|
94
|
|
|
self.assertEqual(levenshtein('ab', 'a'), 1) |
|
95
|
|
|
self.assertEqual(levenshtein('ab', 'b'), 1) |
|
96
|
|
|
self.assertEqual(levenshtein('abc', 'ac'), 1) |
|
97
|
|
|
self.assertEqual(levenshtein('xabxcdxxefxgx', 'abcdefg'), 6) |
|
98
|
|
|
self.assertEqual(levenshtein('a', 'b'), 1) |
|
99
|
|
|
self.assertEqual(levenshtein('ab', 'ac'), 1) |
|
100
|
|
|
self.assertEqual(levenshtein('ac', 'bc'), 1) |
|
101
|
|
|
self.assertEqual(levenshtein('abc', 'axc'), 1) |
|
102
|
|
|
self.assertEqual(levenshtein('xabxcdxxefxgx', '1ab2cd34ef5g6'), 6) |
|
103
|
|
|
self.assertEqual(levenshtein('example', 'samples'), 3) |
|
104
|
|
|
self.assertEqual(levenshtein('sturgeon', 'urgently'), 6) |
|
105
|
|
|
self.assertEqual(levenshtein('levenshtein', 'frankenstein'), 6) |
|
106
|
|
|
self.assertEqual(levenshtein('distance', 'difference'), 5) |
|
107
|
|
|
self.assertEqual(levenshtein('java was neat', 'scala is great'), 7) |
|
108
|
|
|
|
|
109
|
|
|
# https://en.wikipedia.org/wiki/Damerau%E2%80%93Levenshtein_distance |
|
110
|
|
|
self.assertEqual(levenshtein('CA', 'ABC', 'dam'), 2) |
|
111
|
|
|
self.assertEqual(levenshtein('CA', 'ABC', 'osa'), 3) |
|
112
|
|
|
|
|
113
|
|
|
# test cost of insert |
|
114
|
|
|
self.assertEqual(levenshtein('', 'b', 'lev', cost=(5, 7, 10, 10)), 5) |
|
115
|
|
|
self.assertEqual(levenshtein('', 'b', 'osa', cost=(5, 7, 10, 10)), 5) |
|
116
|
|
|
self.assertEqual(levenshtein('', 'b', 'dam', cost=(5, 7, 10, 10)), 5) |
|
117
|
|
|
self.assertEqual(levenshtein('a', 'ab', 'lev', cost=(5, 7, 10, 10)), 5) |
|
118
|
|
|
self.assertEqual(levenshtein('a', 'ab', 'osa', cost=(5, 7, 10, 10)), 5) |
|
119
|
|
|
self.assertEqual(levenshtein('a', 'ab', 'dam', cost=(5, 7, 10, 10)), 5) |
|
120
|
|
|
|
|
121
|
|
|
# test cost of delete |
|
122
|
|
|
self.assertEqual(levenshtein('b', '', 'lev', cost=(5, 7, 10, 10)), 7) |
|
123
|
|
|
self.assertEqual(levenshtein('b', '', 'osa', cost=(5, 7, 10, 10)), 7) |
|
124
|
|
|
self.assertEqual(levenshtein('b', '', 'dam', cost=(5, 7, 10, 10)), 7) |
|
125
|
|
|
self.assertEqual(levenshtein('ab', 'a', 'lev', cost=(5, 7, 10, 10)), 7) |
|
126
|
|
|
self.assertEqual(levenshtein('ab', 'a', 'osa', cost=(5, 7, 10, 10)), 7) |
|
127
|
|
|
self.assertEqual(levenshtein('ab', 'a', 'dam', cost=(5, 7, 10, 10)), 7) |
|
128
|
|
|
|
|
129
|
|
|
# test cost of substitute |
|
130
|
|
|
self.assertEqual(levenshtein('a', 'b', 'lev', cost=(10, 10, 5, 10)), 5) |
|
131
|
|
|
self.assertEqual(levenshtein('a', 'b', 'osa', cost=(10, 10, 5, 10)), 5) |
|
132
|
|
|
self.assertEqual(levenshtein('a', 'b', 'dam', cost=(10, 10, 5, 10)), 5) |
|
133
|
|
|
self.assertEqual(levenshtein('ac', 'bc', 'lev', |
|
134
|
|
|
cost=(10, 10, 5, 10)), 5) |
|
135
|
|
|
self.assertEqual(levenshtein('ac', 'bc', 'osa', |
|
136
|
|
|
cost=(10, 10, 5, 10)), 5) |
|
137
|
|
|
self.assertEqual(levenshtein('ac', 'bc', 'dam', |
|
138
|
|
|
cost=(10, 10, 5, 10)), 5) |
|
139
|
|
|
|
|
140
|
|
|
# test cost of transpose |
|
141
|
|
|
self.assertEqual(levenshtein('ab', 'ba', 'lev', |
|
142
|
|
|
cost=(10, 10, 10, 5)), 20) |
|
143
|
|
|
self.assertEqual(levenshtein('ab', 'ba', 'osa', |
|
144
|
|
|
cost=(10, 10, 10, 5)), 5) |
|
145
|
|
|
self.assertEqual(levenshtein('ab', 'ba', 'dam', |
|
146
|
|
|
cost=(5, 5, 10, 5)), 5) |
|
147
|
|
|
self.assertEqual(levenshtein('abc', 'bac', 'lev', |
|
148
|
|
|
cost=(10, 10, 10, 5)), 20) |
|
149
|
|
|
self.assertEqual(levenshtein('abc', 'bac', 'osa', |
|
150
|
|
|
cost=(10, 10, 10, 5)), 5) |
|
151
|
|
|
self.assertEqual(levenshtein('abc', 'bac', 'dam', |
|
152
|
|
|
cost=(5, 5, 10, 5)), 5) |
|
153
|
|
|
self.assertEqual(levenshtein('cab', 'cba', 'lev', |
|
154
|
|
|
cost=(10, 10, 10, 5)), 20) |
|
155
|
|
|
self.assertEqual(levenshtein('cab', 'cba', 'osa', |
|
156
|
|
|
cost=(10, 10, 10, 5)), 5) |
|
157
|
|
|
self.assertEqual(levenshtein('cab', 'cba', 'dam', |
|
158
|
|
|
cost=(5, 5, 10, 5)), 5) |
|
159
|
|
|
|
|
160
|
|
|
# test exception |
|
161
|
|
|
self.assertRaises(ValueError, levenshtein, 'ab', 'ba', 'dam', |
|
162
|
|
|
cost=(10, 10, 10, 5)) |
|
163
|
|
|
|
|
164
|
|
|
def test_dist_levenshtein(self): |
|
165
|
|
|
"""Test abydos.distance.dist_levenshtein.""" |
|
166
|
|
|
self.assertEqual(dist_levenshtein('', ''), 0) |
|
167
|
|
|
|
|
168
|
|
|
self.assertEqual(dist_levenshtein('a', 'a'), 0) |
|
169
|
|
|
self.assertEqual(dist_levenshtein('ab', 'ab'), 0) |
|
170
|
|
|
self.assertEqual(dist_levenshtein('', 'a'), 1) |
|
171
|
|
|
self.assertEqual(dist_levenshtein('', 'ab'), 1) |
|
172
|
|
|
self.assertEqual(dist_levenshtein('a', 'c'), 1) |
|
173
|
|
|
|
|
174
|
|
|
self.assertAlmostEqual(dist_levenshtein('abc', 'ac'), 1/3) |
|
175
|
|
|
self.assertAlmostEqual(dist_levenshtein('abbc', 'ac'), 1/2) |
|
176
|
|
|
self.assertAlmostEqual(dist_levenshtein('abbc', 'abc'), 1/4) |
|
177
|
|
|
|
|
178
|
|
|
def test_sim_levenshtein(self): |
|
179
|
|
|
"""Test abydos.distance.sim_levenshtein.""" |
|
180
|
|
|
self.assertEqual(sim_levenshtein('', ''), 1) |
|
181
|
|
|
|
|
182
|
|
|
self.assertEqual(sim_levenshtein('a', 'a'), 1) |
|
183
|
|
|
self.assertEqual(sim_levenshtein('ab', 'ab'), 1) |
|
184
|
|
|
self.assertEqual(sim_levenshtein('', 'a'), 0) |
|
185
|
|
|
self.assertEqual(sim_levenshtein('', 'ab'), 0) |
|
186
|
|
|
self.assertEqual(sim_levenshtein('a', 'c'), 0) |
|
187
|
|
|
|
|
188
|
|
|
self.assertAlmostEqual(sim_levenshtein('abc', 'ac'), 2/3) |
|
189
|
|
|
self.assertAlmostEqual(sim_levenshtein('abbc', 'ac'), 1/2) |
|
190
|
|
|
self.assertAlmostEqual(sim_levenshtein('abbc', 'abc'), 3/4) |
|
191
|
|
|
|
|
192
|
|
|
def test_damerau_levenshtein(self): |
|
193
|
|
|
"""Test abydos.distance.damerau_levenshtein.""" |
|
194
|
|
|
self.assertEqual(damerau_levenshtein('', ''), 0) |
|
195
|
|
|
self.assertEqual(damerau_levenshtein('CA', 'CA'), 0) |
|
196
|
|
|
self.assertEqual(damerau_levenshtein('CA', 'ABC'), 2) |
|
197
|
|
|
self.assertEqual(damerau_levenshtein('', 'b', cost=(5, 7, 10, 10)), 5) |
|
198
|
|
|
self.assertEqual(damerau_levenshtein('a', 'ab', cost=(5, 7, 10, 10)), |
|
199
|
|
|
5) |
|
200
|
|
|
self.assertEqual(damerau_levenshtein('b', '', cost=(5, 7, 10, 10)), 7) |
|
201
|
|
|
self.assertEqual(damerau_levenshtein('ab', 'a', cost=(5, 7, 10, 10)), |
|
202
|
|
|
7) |
|
203
|
|
|
self.assertEqual(damerau_levenshtein('a', 'b', cost=(10, 10, 5, 10)), |
|
204
|
|
|
5) |
|
205
|
|
|
self.assertEqual(damerau_levenshtein('ac', 'bc', |
|
206
|
|
|
cost=(10, 10, 5, 10)), 5) |
|
207
|
|
|
self.assertEqual(damerau_levenshtein('ab', 'ba', |
|
208
|
|
|
cost=(5, 5, 10, 5)), 5) |
|
209
|
|
|
self.assertEqual(damerau_levenshtein('abc', 'bac', |
|
210
|
|
|
cost=(5, 5, 10, 5)), 5) |
|
211
|
|
|
self.assertEqual(damerau_levenshtein('cab', 'cba', |
|
212
|
|
|
cost=(5, 5, 10, 5)), 5) |
|
213
|
|
|
self.assertRaises(ValueError, damerau_levenshtein, 'ab', 'ba', |
|
214
|
|
|
cost=(10, 10, 10, 5)) |
|
215
|
|
|
|
|
216
|
|
|
def test_dist_damerau(self): |
|
217
|
|
|
"""Test abydos.distance.dist_damerau.""" |
|
218
|
|
|
self.assertEqual(dist_damerau('', ''), 0) |
|
219
|
|
|
|
|
220
|
|
|
self.assertEqual(dist_damerau('a', 'a'), 0) |
|
221
|
|
|
self.assertEqual(dist_damerau('ab', 'ab'), 0) |
|
222
|
|
|
self.assertEqual(dist_damerau('', 'a'), 1) |
|
223
|
|
|
self.assertEqual(dist_damerau('', 'ab'), 1) |
|
224
|
|
|
self.assertEqual(dist_damerau('a', 'c'), 1) |
|
225
|
|
|
|
|
226
|
|
|
self.assertAlmostEqual(dist_damerau('abc', 'ac'), 1/3) |
|
227
|
|
|
self.assertAlmostEqual(dist_damerau('abbc', 'ac'), 1/2) |
|
228
|
|
|
self.assertAlmostEqual(dist_damerau('abbc', 'abc'), 1/4) |
|
229
|
|
|
|
|
230
|
|
|
self.assertAlmostEqual(dist_damerau('CA', 'ABC'), 2/3) |
|
231
|
|
|
self.assertAlmostEqual(dist_damerau('', 'b', cost=(5, 7, 10, 10)), 1) |
|
232
|
|
|
self.assertAlmostEqual(dist_damerau('a', 'ab', |
|
233
|
|
|
cost=(5, 7, 10, 10)), 1/2) |
|
234
|
|
|
self.assertAlmostEqual(dist_damerau('b', '', cost=(5, 7, 10, 10)), 1) |
|
235
|
|
|
self.assertAlmostEqual(dist_damerau('ab', 'a', |
|
236
|
|
|
cost=(5, 7, 10, 10)), 1/2) |
|
237
|
|
|
self.assertAlmostEqual(dist_damerau('a', 'b', |
|
238
|
|
|
cost=(10, 10, 5, 10)), 1/2) |
|
239
|
|
|
self.assertAlmostEqual(dist_damerau('ac', 'bc', |
|
240
|
|
|
cost=(10, 10, 5, 10)), 1/4) |
|
241
|
|
|
self.assertAlmostEqual(dist_damerau('ab', 'ba', |
|
242
|
|
|
cost=(5, 5, 10, 5)), 1/2) |
|
243
|
|
|
self.assertAlmostEqual(dist_damerau('abc', 'bac', |
|
244
|
|
|
cost=(5, 5, 10, 5)), 1/3) |
|
245
|
|
|
self.assertAlmostEqual(dist_damerau('cab', 'cba', |
|
246
|
|
|
cost=(5, 5, 10, 5)), 1/3) |
|
247
|
|
|
self.assertRaises(ValueError, dist_damerau, 'ab', 'ba', |
|
248
|
|
|
cost=(10, 10, 10, 5)) |
|
249
|
|
|
|
|
250
|
|
|
def test_sim_damerau(self): |
|
251
|
|
|
"""Test abydos.distance.sim_damerau.""" |
|
252
|
|
|
self.assertEqual(sim_damerau('', ''), 1) |
|
253
|
|
|
|
|
254
|
|
|
self.assertEqual(sim_damerau('a', 'a'), 1) |
|
255
|
|
|
self.assertEqual(sim_damerau('ab', 'ab'), 1) |
|
256
|
|
|
self.assertEqual(sim_damerau('', 'a'), 0) |
|
257
|
|
|
self.assertEqual(sim_damerau('', 'ab'), 0) |
|
258
|
|
|
self.assertEqual(sim_damerau('a', 'c'), 0) |
|
259
|
|
|
|
|
260
|
|
|
self.assertAlmostEqual(sim_damerau('abc', 'ac'), 2/3) |
|
261
|
|
|
self.assertAlmostEqual(sim_damerau('abbc', 'ac'), 1/2) |
|
262
|
|
|
self.assertAlmostEqual(sim_damerau('abbc', 'abc'), 3/4) |
|
263
|
|
|
|
|
264
|
|
|
self.assertAlmostEqual(sim_damerau('CA', 'ABC'), 1/3) |
|
265
|
|
|
self.assertAlmostEqual(sim_damerau('', 'b', cost=(5, 7, 10, 10)), 0) |
|
266
|
|
|
self.assertAlmostEqual(sim_damerau('a', 'ab', cost=(5, 7, 10, 10)), |
|
267
|
|
|
1/2) |
|
268
|
|
|
self.assertAlmostEqual(sim_damerau('b', '', cost=(5, 7, 10, 10)), 0) |
|
269
|
|
|
self.assertAlmostEqual(sim_damerau('ab', 'a', cost=(5, 7, 10, 10)), |
|
270
|
|
|
1/2) |
|
271
|
|
|
self.assertAlmostEqual(sim_damerau('a', 'b', cost=(10, 10, 5, 10)), |
|
272
|
|
|
1/2) |
|
273
|
|
|
self.assertAlmostEqual(sim_damerau('ac', 'bc', |
|
274
|
|
|
cost=(10, 10, 5, 10)), 3/4) |
|
275
|
|
|
self.assertAlmostEqual(sim_damerau('ab', 'ba', |
|
276
|
|
|
cost=(5, 5, 10, 5)), 1/2) |
|
277
|
|
|
self.assertAlmostEqual(sim_damerau('abc', 'bac', |
|
278
|
|
|
cost=(5, 5, 10, 5)), 2/3) |
|
279
|
|
|
self.assertAlmostEqual(sim_damerau('cab', 'cba', |
|
280
|
|
|
cost=(5, 5, 10, 5)), 2/3) |
|
281
|
|
|
self.assertRaises(ValueError, sim_damerau, 'ab', 'ba', |
|
282
|
|
|
cost=(10, 10, 10, 5)) |
|
283
|
|
|
|
|
284
|
|
|
|
|
285
|
|
|
class HammingTestCases(unittest.TestCase): |
|
286
|
|
|
"""Test Hamming functions. |
|
287
|
|
|
|
|
288
|
|
|
abydos.distance.hamming, .dist_hamming, & .sim_hamming |
|
289
|
|
|
""" |
|
290
|
|
|
|
|
291
|
|
|
def test_hamming(self): |
|
292
|
|
|
"""Test abydos.distance.hamming.""" |
|
293
|
|
|
self.assertEqual(hamming('', ''), 0) |
|
294
|
|
|
self.assertEqual(hamming('', '', False), 0) |
|
295
|
|
|
|
|
296
|
|
|
self.assertEqual(hamming('a', ''), 1) |
|
297
|
|
|
self.assertEqual(hamming('a', 'a'), 0) |
|
298
|
|
|
self.assertEqual(hamming('a', 'a', False), 0) |
|
299
|
|
|
self.assertEqual(hamming('a', 'b'), 1) |
|
300
|
|
|
self.assertEqual(hamming('a', 'b', False), 1) |
|
301
|
|
|
self.assertEqual(hamming('abc', 'cba'), 2) |
|
302
|
|
|
self.assertEqual(hamming('abc', 'cba', False), 2) |
|
303
|
|
|
self.assertEqual(hamming('abc', ''), 3) |
|
304
|
|
|
self.assertEqual(hamming('bb', 'cbab'), 3) |
|
305
|
|
|
|
|
306
|
|
|
# test exception |
|
307
|
|
|
self.assertRaises(ValueError, hamming, 'ab', 'a', False) |
|
308
|
|
|
|
|
309
|
|
|
# https://en.wikipedia.org/wiki/Hamming_distance |
|
310
|
|
|
self.assertEqual(hamming('karolin', 'kathrin'), 3) |
|
311
|
|
|
self.assertEqual(hamming('karolin', 'kerstin'), 3) |
|
312
|
|
|
self.assertEqual(hamming('1011101', '1001001'), 2) |
|
313
|
|
|
self.assertEqual(hamming('2173896', '2233796'), 3) |
|
314
|
|
|
|
|
315
|
|
|
def test_dist_hamming(self): |
|
316
|
|
|
"""Test abydos.distance.dist_hamming.""" |
|
317
|
|
|
self.assertEqual(dist_hamming('', ''), 0) |
|
318
|
|
|
self.assertEqual(dist_hamming('', '', False), 0) |
|
319
|
|
|
|
|
320
|
|
|
self.assertEqual(dist_hamming('a', ''), 1) |
|
321
|
|
|
self.assertEqual(dist_hamming('a', 'a'), 0) |
|
322
|
|
|
self.assertEqual(dist_hamming('a', 'a', False), 0) |
|
323
|
|
|
self.assertEqual(dist_hamming('a', 'b'), 1) |
|
324
|
|
|
self.assertEqual(dist_hamming('a', 'b', False), 1) |
|
325
|
|
|
self.assertAlmostEqual(dist_hamming('abc', 'cba'), 2/3) |
|
326
|
|
|
self.assertAlmostEqual(dist_hamming('abc', 'cba', False), 2/3) |
|
327
|
|
|
self.assertEqual(dist_hamming('abc', ''), 1) |
|
328
|
|
|
self.assertAlmostEqual(dist_hamming('bb', 'cbab'), 3/4) |
|
329
|
|
|
|
|
330
|
|
|
# test exception |
|
331
|
|
|
self.assertRaises(ValueError, dist_hamming, 'ab', 'a', False) |
|
332
|
|
|
|
|
333
|
|
|
# https://en.wikipedia.org/wiki/Hamming_distance |
|
334
|
|
|
self.assertAlmostEqual(dist_hamming('karolin', 'kathrin'), 3/7) |
|
335
|
|
|
self.assertAlmostEqual(dist_hamming('karolin', 'kerstin'), 3/7) |
|
336
|
|
|
self.assertAlmostEqual(dist_hamming('1011101', '1001001'), 2/7) |
|
337
|
|
|
self.assertAlmostEqual(dist_hamming('2173896', '2233796'), 3/7) |
|
338
|
|
|
|
|
339
|
|
|
def test_sim_hamming(self): |
|
340
|
|
|
"""Test abydos.distance.sim_hamming.""" |
|
341
|
|
|
self.assertEqual(sim_hamming('', ''), 1) |
|
342
|
|
|
self.assertEqual(sim_hamming('', '', False), 1) |
|
343
|
|
|
|
|
344
|
|
|
self.assertEqual(sim_hamming('a', ''), 0) |
|
345
|
|
|
self.assertEqual(sim_hamming('a', 'a'), 1) |
|
346
|
|
|
self.assertEqual(sim_hamming('a', 'a', False), 1) |
|
347
|
|
|
self.assertEqual(sim_hamming('a', 'b'), 0) |
|
348
|
|
|
self.assertEqual(sim_hamming('a', 'b', False), 0) |
|
349
|
|
|
self.assertAlmostEqual(sim_hamming('abc', 'cba'), 1/3) |
|
350
|
|
|
self.assertAlmostEqual(sim_hamming('abc', 'cba', False), 1/3) |
|
351
|
|
|
self.assertEqual(sim_hamming('abc', ''), 0) |
|
352
|
|
|
self.assertAlmostEqual(sim_hamming('bb', 'cbab'), 1/4) |
|
353
|
|
|
|
|
354
|
|
|
# test exception |
|
355
|
|
|
self.assertRaises(ValueError, sim_hamming, 'ab', 'a', False) |
|
356
|
|
|
|
|
357
|
|
|
# https://en.wikipedia.org/wiki/Hamming_distance |
|
358
|
|
|
self.assertAlmostEqual(sim_hamming('karolin', 'kathrin'), 4/7) |
|
359
|
|
|
self.assertAlmostEqual(sim_hamming('karolin', 'kerstin'), 4/7) |
|
360
|
|
|
self.assertAlmostEqual(sim_hamming('1011101', '1001001'), 5/7) |
|
361
|
|
|
self.assertAlmostEqual(sim_hamming('2173896', '2233796'), 4/7) |
|
362
|
|
|
|
|
363
|
|
|
|
|
364
|
|
|
NONQ_FROM = 'The quick brown fox jumped over the lazy dog.' |
|
365
|
|
|
NONQ_TO = 'That brown dog jumped over the fox.' |
|
366
|
|
|
|
|
367
|
|
|
|
|
368
|
|
|
class TverskyIndexTestCases(unittest.TestCase): |
|
369
|
|
|
"""Test Tversky functions. |
|
370
|
|
|
|
|
371
|
|
|
abydos.distance.sim_tversky & .dist_tversky |
|
372
|
|
|
""" |
|
373
|
|
|
|
|
374
|
|
|
def test_sim_tversky(self): |
|
375
|
|
|
"""Test abydos.distance.sim_tversky.""" |
|
376
|
|
|
self.assertEqual(sim_tversky('', ''), 1) |
|
377
|
|
|
self.assertEqual(sim_tversky('nelson', ''), 0) |
|
378
|
|
|
self.assertEqual(sim_tversky('', 'neilsen'), 0) |
|
379
|
|
|
self.assertAlmostEqual(sim_tversky('nelson', 'neilsen'), 4/11) |
|
380
|
|
|
|
|
381
|
|
|
self.assertEqual(sim_tversky('', '', 2), 1) |
|
382
|
|
|
self.assertEqual(sim_tversky('nelson', '', 2), 0) |
|
383
|
|
|
self.assertEqual(sim_tversky('', 'neilsen', 2), 0) |
|
384
|
|
|
self.assertAlmostEqual(sim_tversky('nelson', 'neilsen', 2), 4/11) |
|
385
|
|
|
|
|
386
|
|
|
# test valid alpha & beta |
|
387
|
|
|
self.assertRaises(ValueError, sim_tversky, 'abcd', 'dcba', 2, -1, -1) |
|
388
|
|
|
self.assertRaises(ValueError, sim_tversky, 'abcd', 'dcba', 2, -1, 0) |
|
389
|
|
|
self.assertRaises(ValueError, sim_tversky, 'abcd', 'dcba', 2, 0, -1) |
|
390
|
|
|
|
|
391
|
|
|
# test empty QGrams |
|
392
|
|
|
self.assertAlmostEqual(sim_tversky('nelson', 'neilsen', 7), 0.0) |
|
393
|
|
|
|
|
394
|
|
|
# test unequal alpha & beta |
|
395
|
|
|
self.assertAlmostEqual(sim_tversky('niall', 'neal', 2, 2, 1), 3/11) |
|
396
|
|
|
self.assertAlmostEqual(sim_tversky('niall', 'neal', 2, 1, 2), 3/10) |
|
397
|
|
|
self.assertAlmostEqual(sim_tversky('niall', 'neal', 2, 2, 2), 3/13) |
|
398
|
|
|
|
|
399
|
|
|
# test bias parameter |
|
400
|
|
|
self.assertAlmostEqual(sim_tversky('niall', 'neal', 2, 1, 1, 0.5), |
|
401
|
|
|
7/11) |
|
402
|
|
|
self.assertAlmostEqual(sim_tversky('niall', 'neal', 2, 2, 1, 0.5), 7/9) |
|
403
|
|
|
self.assertAlmostEqual(sim_tversky('niall', 'neal', 2, 1, 2, 0.5), |
|
404
|
|
|
7/15) |
|
405
|
|
|
self.assertAlmostEqual(sim_tversky('niall', 'neal', 2, 2, 2, 0.5), |
|
406
|
|
|
7/11) |
|
407
|
|
|
|
|
408
|
|
|
# supplied q-gram tests |
|
409
|
|
|
self.assertEqual(sim_tversky(QGrams(''), QGrams('')), 1) |
|
410
|
|
|
self.assertEqual(sim_tversky(QGrams('nelson'), QGrams('')), 0) |
|
411
|
|
|
self.assertEqual(sim_tversky(QGrams(''), QGrams('neilsen')), 0) |
|
412
|
|
|
self.assertAlmostEqual(sim_tversky(QGrams('nelson'), |
|
413
|
|
|
QGrams('neilsen')), 4/11) |
|
414
|
|
|
|
|
415
|
|
|
# non-q-gram tests |
|
416
|
|
|
self.assertEqual(sim_tversky('', '', 0), 1) |
|
417
|
|
|
self.assertEqual(sim_tversky('the quick', '', 0), 0) |
|
418
|
|
|
self.assertEqual(sim_tversky('', 'the quick', 0), 0) |
|
419
|
|
|
self.assertAlmostEqual(sim_tversky(NONQ_FROM, NONQ_TO, 0), 1/3) |
|
420
|
|
|
self.assertAlmostEqual(sim_tversky(NONQ_TO, NONQ_FROM, 0), 1/3) |
|
421
|
|
|
|
|
422
|
|
|
def test_dist_tversky(self): |
|
423
|
|
|
"""Test abydos.distance.dist_tversky.""" |
|
424
|
|
|
self.assertEqual(dist_tversky('', ''), 0) |
|
425
|
|
|
self.assertEqual(dist_tversky('nelson', ''), 1) |
|
426
|
|
|
self.assertEqual(dist_tversky('', 'neilsen'), 1) |
|
427
|
|
|
self.assertAlmostEqual(dist_tversky('nelson', 'neilsen'), 7/11) |
|
428
|
|
|
|
|
429
|
|
|
self.assertEqual(dist_tversky('', '', 2), 0) |
|
430
|
|
|
self.assertEqual(dist_tversky('nelson', '', 2), 1) |
|
431
|
|
|
self.assertEqual(dist_tversky('', 'neilsen', 2), 1) |
|
432
|
|
|
self.assertAlmostEqual(dist_tversky('nelson', 'neilsen', 2), 7/11) |
|
433
|
|
|
|
|
434
|
|
|
# test valid alpha & beta |
|
435
|
|
|
self.assertRaises(ValueError, dist_tversky, 'abcd', 'dcba', 2, -1, -1) |
|
436
|
|
|
self.assertRaises(ValueError, dist_tversky, 'abcd', 'dcba', 2, -1, 0) |
|
437
|
|
|
self.assertRaises(ValueError, dist_tversky, 'abcd', 'dcba', 2, 0, -1) |
|
438
|
|
|
|
|
439
|
|
|
# test empty QGrams |
|
440
|
|
|
self.assertAlmostEqual(dist_tversky('nelson', 'neilsen', 7), 1.0) |
|
441
|
|
|
|
|
442
|
|
|
# test unequal alpha & beta |
|
443
|
|
|
self.assertAlmostEqual(dist_tversky('niall', 'neal', 2, 2, 1), 8/11) |
|
444
|
|
|
self.assertAlmostEqual(dist_tversky('niall', 'neal', 2, 1, 2), 7/10) |
|
445
|
|
|
self.assertAlmostEqual(dist_tversky('niall', 'neal', 2, 2, 2), 10/13) |
|
446
|
|
|
|
|
447
|
|
|
# test bias parameter |
|
448
|
|
|
self.assertAlmostEqual(dist_tversky('niall', 'neal', 2, 1, 1, 0.5), |
|
449
|
|
|
4/11) |
|
450
|
|
|
self.assertAlmostEqual(dist_tversky('niall', 'neal', 2, 2, 1, 0.5), |
|
451
|
|
|
2/9) |
|
452
|
|
|
self.assertAlmostEqual(dist_tversky('niall', 'neal', 2, 1, 2, 0.5), |
|
453
|
|
|
8/15) |
|
454
|
|
|
self.assertAlmostEqual(dist_tversky('niall', 'neal', 2, 2, 2, 0.5), |
|
455
|
|
|
4/11) |
|
456
|
|
|
|
|
457
|
|
|
# supplied q-gram tests |
|
458
|
|
|
self.assertEqual(dist_tversky(QGrams(''), QGrams('')), 0) |
|
459
|
|
|
self.assertEqual(dist_tversky(QGrams('nelson'), QGrams('')), 1) |
|
460
|
|
|
self.assertEqual(dist_tversky(QGrams(''), QGrams('neilsen')), 1) |
|
461
|
|
|
self.assertAlmostEqual(dist_tversky(QGrams('nelson'), |
|
462
|
|
|
QGrams('neilsen')), 7/11) |
|
463
|
|
|
|
|
464
|
|
|
# non-q-gram tests |
|
465
|
|
|
self.assertEqual(dist_tversky('', '', 0), 0) |
|
466
|
|
|
self.assertEqual(dist_tversky('the quick', '', 0), 1) |
|
467
|
|
|
self.assertEqual(dist_tversky('', 'the quick', 0), 1) |
|
468
|
|
|
self.assertAlmostEqual(dist_tversky(NONQ_FROM, NONQ_TO, 0), 2/3) |
|
469
|
|
|
self.assertAlmostEqual(dist_tversky(NONQ_TO, NONQ_FROM, 0), 2/3) |
|
470
|
|
|
|
|
471
|
|
|
|
|
472
|
|
|
class DiceTestCases(unittest.TestCase): |
|
473
|
|
|
"""Test Dice functions. |
|
474
|
|
|
|
|
475
|
|
|
abydos.distance.sim_dice & .dist_dice |
|
476
|
|
|
""" |
|
477
|
|
|
|
|
478
|
|
|
def test_sim_dice(self): |
|
479
|
|
|
"""Test abydos.distance.sim_dice.""" |
|
480
|
|
|
self.assertEqual(sim_dice('', ''), 1) |
|
481
|
|
|
self.assertEqual(sim_dice('nelson', ''), 0) |
|
482
|
|
|
self.assertEqual(sim_dice('', 'neilsen'), 0) |
|
483
|
|
|
self.assertAlmostEqual(sim_dice('nelson', 'neilsen'), 8/15) |
|
484
|
|
|
|
|
485
|
|
|
self.assertEqual(sim_dice('', '', 2), 1) |
|
486
|
|
|
self.assertEqual(sim_dice('nelson', '', 2), 0) |
|
487
|
|
|
self.assertEqual(sim_dice('', 'neilsen', 2), 0) |
|
488
|
|
|
self.assertAlmostEqual(sim_dice('nelson', 'neilsen', 2), 8/15) |
|
489
|
|
|
|
|
490
|
|
|
# supplied q-gram tests |
|
491
|
|
|
self.assertEqual(sim_dice(QGrams(''), QGrams('')), 1) |
|
492
|
|
|
self.assertEqual(sim_dice(QGrams('nelson'), QGrams('')), 0) |
|
493
|
|
|
self.assertEqual(sim_dice(QGrams(''), QGrams('neilsen')), 0) |
|
494
|
|
|
self.assertAlmostEqual(sim_dice(QGrams('nelson'), QGrams('neilsen')), |
|
495
|
|
|
8/15) |
|
496
|
|
|
|
|
497
|
|
|
# non-q-gram tests |
|
498
|
|
|
self.assertEqual(sim_dice('', '', 0), 1) |
|
499
|
|
|
self.assertEqual(sim_dice('the quick', '', 0), 0) |
|
500
|
|
|
self.assertEqual(sim_dice('', 'the quick', 0), 0) |
|
501
|
|
|
self.assertAlmostEqual(sim_dice(NONQ_FROM, NONQ_TO, 0), 1/2) |
|
502
|
|
|
self.assertAlmostEqual(sim_dice(NONQ_TO, NONQ_FROM, 0), 1/2) |
|
503
|
|
|
|
|
504
|
|
|
def test_dist_dice(self): |
|
505
|
|
|
"""Test abydos.distance.dist_dice.""" |
|
506
|
|
|
self.assertEqual(dist_dice('', ''), 0) |
|
507
|
|
|
self.assertEqual(dist_dice('nelson', ''), 1) |
|
508
|
|
|
self.assertEqual(dist_dice('', 'neilsen'), 1) |
|
509
|
|
|
self.assertAlmostEqual(dist_dice('nelson', 'neilsen'), 7/15) |
|
510
|
|
|
|
|
511
|
|
|
self.assertEqual(dist_dice('', '', 2), 0) |
|
512
|
|
|
self.assertEqual(dist_dice('nelson', '', 2), 1) |
|
513
|
|
|
self.assertEqual(dist_dice('', 'neilsen', 2), 1) |
|
514
|
|
|
self.assertAlmostEqual(dist_dice('nelson', 'neilsen', 2), 7/15) |
|
515
|
|
|
|
|
516
|
|
|
# supplied q-gram tests |
|
517
|
|
|
self.assertEqual(dist_dice(QGrams(''), QGrams('')), 0) |
|
518
|
|
|
self.assertEqual(dist_dice(QGrams('nelson'), QGrams('')), 1) |
|
519
|
|
|
self.assertEqual(dist_dice(QGrams(''), QGrams('neilsen')), 1) |
|
520
|
|
|
self.assertAlmostEqual(dist_dice(QGrams('nelson'), QGrams('neilsen')), |
|
521
|
|
|
7/15) |
|
522
|
|
|
|
|
523
|
|
|
# non-q-gram tests |
|
524
|
|
|
self.assertEqual(dist_dice('', '', 0), 0) |
|
525
|
|
|
self.assertEqual(dist_dice('the quick', '', 0), 1) |
|
526
|
|
|
self.assertEqual(dist_dice('', 'the quick', 0), 1) |
|
527
|
|
|
self.assertAlmostEqual(dist_dice(NONQ_FROM, NONQ_TO, 0), 1/2) |
|
528
|
|
|
self.assertAlmostEqual(dist_dice(NONQ_TO, NONQ_FROM, 0), 1/2) |
|
529
|
|
|
|
|
530
|
|
|
|
|
531
|
|
|
class JaccardTestCases(unittest.TestCase): |
|
532
|
|
|
"""Test Jaccard functions. |
|
533
|
|
|
|
|
534
|
|
|
abydos.distance.sim_jaccard & .dist_jaccard |
|
535
|
|
|
""" |
|
536
|
|
|
|
|
537
|
|
|
def test_sim_jaccard(self): |
|
538
|
|
|
"""Test abydos.distance.sim_jaccard.""" |
|
539
|
|
|
self.assertEqual(sim_jaccard('', ''), 1) |
|
540
|
|
|
self.assertEqual(sim_jaccard('nelson', ''), 0) |
|
541
|
|
|
self.assertEqual(sim_jaccard('', 'neilsen'), 0) |
|
542
|
|
|
self.assertAlmostEqual(sim_jaccard('nelson', 'neilsen'), 4/11) |
|
543
|
|
|
|
|
544
|
|
|
self.assertEqual(sim_jaccard('', '', 2), 1) |
|
545
|
|
|
self.assertEqual(sim_jaccard('nelson', '', 2), 0) |
|
546
|
|
|
self.assertEqual(sim_jaccard('', 'neilsen', 2), 0) |
|
547
|
|
|
self.assertAlmostEqual(sim_jaccard('nelson', 'neilsen', 2), 4/11) |
|
548
|
|
|
|
|
549
|
|
|
# supplied q-gram tests |
|
550
|
|
|
self.assertEqual(sim_jaccard(QGrams(''), QGrams('')), 1) |
|
551
|
|
|
self.assertEqual(sim_jaccard(QGrams('nelson'), QGrams('')), 0) |
|
552
|
|
|
self.assertEqual(sim_jaccard(QGrams(''), QGrams('neilsen')), 0) |
|
553
|
|
|
self.assertAlmostEqual(sim_jaccard(QGrams('nelson'), |
|
554
|
|
|
QGrams('neilsen')), 4/11) |
|
555
|
|
|
|
|
556
|
|
|
# non-q-gram tests |
|
557
|
|
|
self.assertEqual(sim_jaccard('', '', 0), 1) |
|
558
|
|
|
self.assertEqual(sim_jaccard('the quick', '', 0), 0) |
|
559
|
|
|
self.assertEqual(sim_jaccard('', 'the quick', 0), 0) |
|
560
|
|
|
self.assertAlmostEqual(sim_jaccard(NONQ_FROM, NONQ_TO, 0), 1/3) |
|
561
|
|
|
self.assertAlmostEqual(sim_jaccard(NONQ_TO, NONQ_FROM, 0), 1/3) |
|
562
|
|
|
|
|
563
|
|
|
def test_dist_jaccard(self): |
|
564
|
|
|
"""Test abydos.distance.dist_jaccard.""" |
|
565
|
|
|
self.assertEqual(dist_jaccard('', ''), 0) |
|
566
|
|
|
self.assertEqual(dist_jaccard('nelson', ''), 1) |
|
567
|
|
|
self.assertEqual(dist_jaccard('', 'neilsen'), 1) |
|
568
|
|
|
self.assertAlmostEqual(dist_jaccard('nelson', 'neilsen'), 7/11) |
|
569
|
|
|
|
|
570
|
|
|
self.assertEqual(dist_jaccard('', '', 2), 0) |
|
571
|
|
|
self.assertEqual(dist_jaccard('nelson', '', 2), 1) |
|
572
|
|
|
self.assertEqual(dist_jaccard('', 'neilsen', 2), 1) |
|
573
|
|
|
self.assertAlmostEqual(dist_jaccard('nelson', 'neilsen', 2), 7/11) |
|
574
|
|
|
|
|
575
|
|
|
# supplied q-gram tests |
|
576
|
|
|
self.assertEqual(dist_jaccard(QGrams(''), QGrams('')), 0) |
|
577
|
|
|
self.assertEqual(dist_jaccard(QGrams('nelson'), QGrams('')), 1) |
|
578
|
|
|
self.assertEqual(dist_jaccard(QGrams(''), QGrams('neilsen')), 1) |
|
579
|
|
|
self.assertAlmostEqual(dist_jaccard(QGrams('nelson'), |
|
580
|
|
|
QGrams('neilsen')), 7/11) |
|
581
|
|
|
|
|
582
|
|
|
# non-q-gram tests |
|
583
|
|
|
self.assertEqual(dist_jaccard('', '', 0), 0) |
|
584
|
|
|
self.assertEqual(dist_jaccard('the quick', '', 0), 1) |
|
585
|
|
|
self.assertEqual(dist_jaccard('', 'the quick', 0), 1) |
|
586
|
|
|
self.assertAlmostEqual(dist_jaccard(NONQ_FROM, NONQ_TO, 0), 2/3) |
|
587
|
|
|
self.assertAlmostEqual(dist_jaccard(NONQ_TO, NONQ_FROM, 0), 2/3) |
|
588
|
|
|
|
|
589
|
|
|
|
|
590
|
|
|
class OverlapTestCases(unittest.TestCase): |
|
591
|
|
|
"""Test overlap functions. |
|
592
|
|
|
|
|
593
|
|
|
abydos.distance.sim_overlap & .dist_overlap |
|
594
|
|
|
""" |
|
595
|
|
|
|
|
596
|
|
|
def test_sim_overlap(self): |
|
597
|
|
|
"""Test abydos.distance.sim_overlap.""" |
|
598
|
|
|
self.assertEqual(sim_overlap('', ''), 1) |
|
599
|
|
|
self.assertEqual(sim_overlap('nelson', ''), 0) |
|
600
|
|
|
self.assertEqual(sim_overlap('', 'neilsen'), 0) |
|
601
|
|
|
self.assertAlmostEqual(sim_overlap('nelson', 'neilsen'), 4/7) |
|
602
|
|
|
|
|
603
|
|
|
self.assertEqual(sim_overlap('', '', 2), 1) |
|
604
|
|
|
self.assertEqual(sim_overlap('nelson', '', 2), 0) |
|
605
|
|
|
self.assertEqual(sim_overlap('', 'neilsen', 2), 0) |
|
606
|
|
|
self.assertAlmostEqual(sim_overlap('nelson', 'neilsen', 2), 4/7) |
|
607
|
|
|
|
|
608
|
|
|
# supplied q-gram tests |
|
609
|
|
|
self.assertEqual(sim_overlap(QGrams(''), QGrams('')), 1) |
|
610
|
|
|
self.assertEqual(sim_overlap(QGrams('nelson'), QGrams('')), 0) |
|
611
|
|
|
self.assertEqual(sim_overlap(QGrams(''), QGrams('neilsen')), 0) |
|
612
|
|
|
self.assertAlmostEqual(sim_overlap(QGrams('nelson'), |
|
613
|
|
|
QGrams('neilsen')), 4/7) |
|
614
|
|
|
|
|
615
|
|
|
# non-q-gram tests |
|
616
|
|
|
self.assertEqual(sim_overlap('', '', 0), 1) |
|
617
|
|
|
self.assertEqual(sim_overlap('the quick', '', 0), 0) |
|
618
|
|
|
self.assertEqual(sim_overlap('', 'the quick', 0), 0) |
|
619
|
|
|
self.assertAlmostEqual(sim_overlap(NONQ_FROM, NONQ_TO, 0), 4/7) |
|
620
|
|
|
self.assertAlmostEqual(sim_overlap(NONQ_TO, NONQ_FROM, 0), 4/7) |
|
621
|
|
|
|
|
622
|
|
|
def test_dist_overlap(self): |
|
623
|
|
|
"""Test abydos.distance.dist_overlap.""" |
|
624
|
|
|
self.assertEqual(dist_overlap('', ''), 0) |
|
625
|
|
|
self.assertEqual(dist_overlap('nelson', ''), 1) |
|
626
|
|
|
self.assertEqual(dist_overlap('', 'neilsen'), 1) |
|
627
|
|
|
self.assertAlmostEqual(dist_overlap('nelson', 'neilsen'), 3/7) |
|
628
|
|
|
|
|
629
|
|
|
self.assertEqual(dist_overlap('', '', 2), 0) |
|
630
|
|
|
self.assertEqual(dist_overlap('nelson', '', 2), 1) |
|
631
|
|
|
self.assertEqual(dist_overlap('', 'neilsen', 2), 1) |
|
632
|
|
|
self.assertAlmostEqual(dist_overlap('nelson', 'neilsen', 2), 3/7) |
|
633
|
|
|
|
|
634
|
|
|
# supplied q-gram tests |
|
635
|
|
|
self.assertEqual(dist_overlap(QGrams(''), QGrams('')), 0) |
|
636
|
|
|
self.assertEqual(dist_overlap(QGrams('nelson'), QGrams('')), 1) |
|
637
|
|
|
self.assertEqual(dist_overlap(QGrams(''), QGrams('neilsen')), 1) |
|
638
|
|
|
self.assertAlmostEqual(dist_overlap(QGrams('nelson'), |
|
639
|
|
|
QGrams('neilsen')), 3/7) |
|
640
|
|
|
|
|
641
|
|
|
# non-q-gram tests |
|
642
|
|
|
self.assertEqual(dist_overlap('', '', 0), 0) |
|
643
|
|
|
self.assertEqual(dist_overlap('the quick', '', 0), 1) |
|
644
|
|
|
self.assertEqual(dist_overlap('', 'the quick', 0), 1) |
|
645
|
|
|
self.assertAlmostEqual(dist_overlap(NONQ_FROM, NONQ_TO, 0), 3/7) |
|
646
|
|
|
self.assertAlmostEqual(dist_overlap(NONQ_TO, NONQ_FROM, 0), 3/7) |
|
647
|
|
|
|
|
648
|
|
|
|
|
649
|
|
|
class TanimotoTestCases(unittest.TestCase): |
|
650
|
|
|
"""Test Tanimoto functions. |
|
651
|
|
|
|
|
652
|
|
|
abydos.distance.sim_tanimoto & .tanimoto |
|
653
|
|
|
""" |
|
654
|
|
|
|
|
655
|
|
|
def test_tanimoto_coeff(self): |
|
656
|
|
|
"""Test abydos.distance.sim_tanimoto.""" |
|
657
|
|
|
self.assertEqual(sim_tanimoto('', ''), 1) |
|
658
|
|
|
self.assertEqual(sim_tanimoto('nelson', ''), 0) |
|
659
|
|
|
self.assertEqual(sim_tanimoto('', 'neilsen'), 0) |
|
660
|
|
|
self.assertAlmostEqual(sim_tanimoto('nelson', 'neilsen'), 4/11) |
|
661
|
|
|
|
|
662
|
|
|
self.assertEqual(sim_tanimoto('', '', 2), 1) |
|
663
|
|
|
self.assertEqual(sim_tanimoto('nelson', '', 2), 0) |
|
664
|
|
|
self.assertEqual(sim_tanimoto('', 'neilsen', 2), 0) |
|
665
|
|
|
self.assertAlmostEqual(sim_tanimoto('nelson', 'neilsen', 2), 4/11) |
|
666
|
|
|
|
|
667
|
|
|
# supplied q-gram tests |
|
668
|
|
|
self.assertEqual(sim_tanimoto(QGrams(''), QGrams('')), 1) |
|
669
|
|
|
self.assertEqual(sim_tanimoto(QGrams('nelson'), QGrams('')), 0) |
|
670
|
|
|
self.assertEqual(sim_tanimoto(QGrams(''), QGrams('neilsen')), 0) |
|
671
|
|
|
self.assertAlmostEqual(sim_tanimoto(QGrams('nelson'), |
|
672
|
|
|
QGrams('neilsen')), 4/11) |
|
673
|
|
|
|
|
674
|
|
|
# non-q-gram tests |
|
675
|
|
|
self.assertEqual(sim_tanimoto('', '', 0), 1) |
|
676
|
|
|
self.assertEqual(sim_tanimoto('the quick', '', 0), 0) |
|
677
|
|
|
self.assertEqual(sim_tanimoto('', 'the quick', 0), 0) |
|
678
|
|
|
self.assertAlmostEqual(sim_tanimoto(NONQ_FROM, NONQ_TO, 0), 1/3) |
|
679
|
|
|
self.assertAlmostEqual(sim_tanimoto(NONQ_TO, NONQ_FROM, 0), 1/3) |
|
680
|
|
|
|
|
681
|
|
|
def test_tanimoto(self): |
|
682
|
|
|
"""Test abydos.distance.tanimoto.""" |
|
683
|
|
|
self.assertEqual(tanimoto('', ''), 0) |
|
684
|
|
|
self.assertEqual(tanimoto('nelson', ''), float('-inf')) |
|
685
|
|
|
self.assertEqual(tanimoto('', 'neilsen'), float('-inf')) |
|
686
|
|
|
self.assertAlmostEqual(tanimoto('nelson', 'neilsen'), |
|
687
|
|
|
math.log(4/11, 2)) |
|
688
|
|
|
|
|
689
|
|
|
self.assertEqual(tanimoto('', '', 2), 0) |
|
690
|
|
|
self.assertEqual(tanimoto('nelson', '', 2), float('-inf')) |
|
691
|
|
|
self.assertEqual(tanimoto('', 'neilsen', 2), float('-inf')) |
|
692
|
|
|
self.assertAlmostEqual(tanimoto('nelson', 'neilsen', 2), |
|
693
|
|
|
math.log(4/11, 2)) |
|
694
|
|
|
|
|
695
|
|
|
# supplied q-gram tests |
|
696
|
|
|
self.assertEqual(tanimoto(QGrams(''), QGrams('')), 0) |
|
697
|
|
|
self.assertEqual(tanimoto(QGrams('nelson'), QGrams('')), float('-inf')) |
|
698
|
|
|
self.assertEqual(tanimoto(QGrams(''), QGrams('neilsen')), |
|
699
|
|
|
float('-inf')) |
|
700
|
|
|
self.assertAlmostEqual(tanimoto(QGrams('nelson'), QGrams('neilsen')), |
|
701
|
|
|
math.log(4/11, 2)) |
|
702
|
|
|
|
|
703
|
|
|
# non-q-gram tests |
|
704
|
|
|
self.assertEqual(tanimoto('', '', 0), 0) |
|
705
|
|
|
self.assertEqual(tanimoto('the quick', '', 0), float('-inf')) |
|
706
|
|
|
self.assertEqual(tanimoto('', 'the quick', 0), float('-inf')) |
|
707
|
|
|
self.assertAlmostEqual(tanimoto(NONQ_FROM, NONQ_TO, 0), |
|
708
|
|
|
math.log(1/3, 2)) |
|
709
|
|
|
self.assertAlmostEqual(tanimoto(NONQ_TO, NONQ_FROM, 0), |
|
710
|
|
|
math.log(1/3, 2)) |
|
711
|
|
|
|
|
712
|
|
|
|
|
713
|
|
|
class MinkowskiTestCases(unittest.TestCase): |
|
714
|
|
|
"""Test Minkowski functions. |
|
715
|
|
|
|
|
716
|
|
|
abydos.distance.minkowski, sim_minkowski & .dist_minkowski |
|
717
|
|
|
""" |
|
718
|
|
|
|
|
719
|
|
|
def test_minkowski(self): |
|
720
|
|
|
"""Test abydos.distance.minkowski.""" |
|
721
|
|
|
self.assertEqual(minkowski('', ''), 0) |
|
722
|
|
|
self.assertEqual(minkowski('nelson', ''), 7) |
|
723
|
|
|
self.assertEqual(minkowski('', 'neilsen'), 8) |
|
724
|
|
|
self.assertAlmostEqual(minkowski('nelson', 'neilsen'), 7) |
|
725
|
|
|
|
|
726
|
|
|
self.assertEqual(minkowski('', '', 2), 0) |
|
727
|
|
|
self.assertEqual(minkowski('nelson', '', 2), 7) |
|
728
|
|
|
self.assertEqual(minkowski('', 'neilsen', 2), 8) |
|
729
|
|
|
self.assertAlmostEqual(minkowski('nelson', 'neilsen', 2), 7) |
|
730
|
|
|
|
|
731
|
|
|
# supplied q-gram tests |
|
732
|
|
|
self.assertEqual(minkowski(QGrams(''), QGrams('')), 0) |
|
733
|
|
|
self.assertEqual(minkowski(QGrams('nelson'), QGrams('')), 7) |
|
734
|
|
|
self.assertEqual(minkowski(QGrams(''), QGrams('neilsen')), 8) |
|
735
|
|
|
self.assertAlmostEqual(minkowski(QGrams('nelson'), |
|
736
|
|
|
QGrams('neilsen')), 7) |
|
737
|
|
|
|
|
738
|
|
|
# non-q-gram tests |
|
739
|
|
|
self.assertEqual(minkowski('', '', 0), 0) |
|
740
|
|
|
self.assertEqual(minkowski('the quick', '', 0), 2) |
|
741
|
|
|
self.assertEqual(minkowski('', 'the quick', 0), 2) |
|
742
|
|
|
self.assertAlmostEqual(minkowski(NONQ_FROM, NONQ_TO, 0), 8) |
|
743
|
|
|
self.assertAlmostEqual(minkowski(NONQ_TO, NONQ_FROM, 0), 8) |
|
744
|
|
|
|
|
745
|
|
|
# test l_0 "norm" |
|
746
|
|
|
self.assertEqual(minkowski('', '', 1, 0), 0) |
|
747
|
|
|
self.assertEqual(minkowski('a', '', 1, 0), 1) |
|
748
|
|
|
self.assertEqual(minkowski('a', 'b', 1, 0), 2) |
|
749
|
|
|
self.assertEqual(minkowski('ab', 'b', 1, 0), 1) |
|
750
|
|
|
self.assertEqual(minkowski('aab', 'b', 1, 0), 1) |
|
751
|
|
|
self.assertEqual(minkowski('', '', 1, 0, True), 0) |
|
752
|
|
|
self.assertEqual(minkowski('a', '', 1, 0, True), 1) |
|
753
|
|
|
self.assertEqual(minkowski('a', 'b', 1, 0, True), 1) |
|
754
|
|
|
self.assertEqual(minkowski('ab', 'b', 1, 0, True), 1/2) |
|
755
|
|
|
self.assertEqual(minkowski('aab', 'b', 1, 0, True), 1/2) |
|
756
|
|
|
self.assertEqual(minkowski('aaab', 'b', 1, 0, True), 1/2) |
|
757
|
|
|
self.assertEqual(minkowski('aaab', 'ab', 1, 0, True), 1/2) |
|
758
|
|
|
|
|
759
|
|
|
# test with alphabet |
|
760
|
|
|
self.assertEqual(minkowski('ab', 'b', 1, alphabet=26), 1) |
|
761
|
|
|
self.assertEqual(minkowski('ab', 'b', 1, normalized=True, alphabet=26), |
|
762
|
|
|
1/26) |
|
763
|
|
|
self.assertEqual(minkowski('ab', 'b', 1, normalized=True, |
|
764
|
|
|
alphabet='abcdefghijklmnopqrstuvwxyz'), |
|
765
|
|
|
1/26) |
|
766
|
|
|
|
|
767
|
|
|
def test_sim_minkowski(self): |
|
768
|
|
|
"""Test abydos.distance.sim_minkowski.""" |
|
769
|
|
|
self.assertEqual(sim_minkowski('', ''), 1) |
|
770
|
|
|
self.assertEqual(sim_minkowski('nelson', ''), 0) |
|
771
|
|
|
self.assertEqual(sim_minkowski('', 'neilsen'), 0) |
|
772
|
|
|
self.assertAlmostEqual(sim_minkowski('nelson', 'neilsen'), 8/15) |
|
773
|
|
|
|
|
774
|
|
|
self.assertEqual(sim_minkowski('', '', 2), 1) |
|
775
|
|
|
self.assertEqual(sim_minkowski('nelson', '', 2), 0) |
|
776
|
|
|
self.assertEqual(sim_minkowski('', 'neilsen', 2), 0) |
|
777
|
|
|
self.assertAlmostEqual(sim_minkowski('nelson', 'neilsen', 2), 8/15) |
|
778
|
|
|
|
|
779
|
|
|
# supplied q-gram tests |
|
780
|
|
|
self.assertEqual(sim_minkowski(QGrams(''), QGrams('')), 1) |
|
781
|
|
|
self.assertEqual(sim_minkowski(QGrams('nelson'), QGrams('')), 0) |
|
782
|
|
|
self.assertEqual(sim_minkowski(QGrams(''), QGrams('neilsen')), 0) |
|
783
|
|
|
self.assertAlmostEqual(sim_minkowski(QGrams('nelson'), |
|
784
|
|
|
QGrams('neilsen')), 8/15) |
|
785
|
|
|
|
|
786
|
|
|
# non-q-gram tests |
|
787
|
|
|
self.assertEqual(sim_minkowski('', '', 0), 1) |
|
788
|
|
|
self.assertEqual(sim_minkowski('the quick', '', 0), 0) |
|
789
|
|
|
self.assertEqual(sim_minkowski('', 'the quick', 0), 0) |
|
790
|
|
|
self.assertAlmostEqual(sim_minkowski(NONQ_FROM, NONQ_TO, 0), 1/2) |
|
791
|
|
|
self.assertAlmostEqual(sim_minkowski(NONQ_TO, NONQ_FROM, 0), 1/2) |
|
792
|
|
|
|
|
793
|
|
|
def test_dist_minkowski(self): |
|
794
|
|
|
"""Test abydos.distance.dist_minkowski.""" |
|
795
|
|
|
self.assertEqual(dist_minkowski('', ''), 0) |
|
796
|
|
|
self.assertEqual(dist_minkowski('nelson', ''), 1) |
|
797
|
|
|
self.assertEqual(dist_minkowski('', 'neilsen'), 1) |
|
798
|
|
|
self.assertAlmostEqual(dist_minkowski('nelson', 'neilsen'), 7/15) |
|
799
|
|
|
|
|
800
|
|
|
self.assertEqual(dist_minkowski('', '', 2), 0) |
|
801
|
|
|
self.assertEqual(dist_minkowski('nelson', '', 2), 1) |
|
802
|
|
|
self.assertEqual(dist_minkowski('', 'neilsen', 2), 1) |
|
803
|
|
|
self.assertAlmostEqual(dist_minkowski('nelson', 'neilsen', 2), 7/15) |
|
804
|
|
|
|
|
805
|
|
|
# supplied q-gram tests |
|
806
|
|
|
self.assertEqual(dist_minkowski(QGrams(''), QGrams('')), 0) |
|
807
|
|
|
self.assertEqual(dist_minkowski(QGrams('nelson'), QGrams('')), 1) |
|
808
|
|
|
self.assertEqual(dist_minkowski(QGrams(''), QGrams('neilsen')), 1) |
|
809
|
|
|
self.assertAlmostEqual(dist_minkowski(QGrams('nelson'), |
|
810
|
|
|
QGrams('neilsen')), 7/15) |
|
811
|
|
|
|
|
812
|
|
|
# non-q-gram tests |
|
813
|
|
|
self.assertEqual(dist_minkowski('', '', 0), 0) |
|
814
|
|
|
self.assertEqual(dist_minkowski('the quick', '', 0), 1) |
|
815
|
|
|
self.assertEqual(dist_minkowski('', 'the quick', 0), 1) |
|
816
|
|
|
self.assertAlmostEqual(dist_minkowski(NONQ_FROM, NONQ_TO, 0), 1/2) |
|
817
|
|
|
self.assertAlmostEqual(dist_minkowski(NONQ_TO, NONQ_FROM, 0), 1/2) |
|
818
|
|
|
|
|
819
|
|
|
|
|
820
|
|
|
class ManhattanTestCases(unittest.TestCase): |
|
821
|
|
|
"""Test Manhattan functions. |
|
822
|
|
|
|
|
823
|
|
|
abydos.distance.manhattan, sim_manhattan & .dist_manhattan |
|
824
|
|
|
""" |
|
825
|
|
|
|
|
826
|
|
|
def test_manhattan(self): |
|
827
|
|
|
"""Test abydos.distance.manhattan.""" |
|
828
|
|
|
self.assertEqual(manhattan('', ''), 0) |
|
829
|
|
|
self.assertEqual(manhattan('nelson', ''), 7) |
|
830
|
|
|
self.assertEqual(manhattan('', 'neilsen'), 8) |
|
831
|
|
|
self.assertAlmostEqual(manhattan('nelson', 'neilsen'), 7) |
|
832
|
|
|
|
|
833
|
|
|
self.assertEqual(manhattan('', '', 2), 0) |
|
834
|
|
|
self.assertEqual(manhattan('nelson', '', 2), 7) |
|
835
|
|
|
self.assertEqual(manhattan('', 'neilsen', 2), 8) |
|
836
|
|
|
self.assertAlmostEqual(manhattan('nelson', 'neilsen', 2), 7) |
|
837
|
|
|
|
|
838
|
|
|
# supplied q-gram tests |
|
839
|
|
|
self.assertEqual(manhattan(QGrams(''), QGrams('')), 0) |
|
840
|
|
|
self.assertEqual(manhattan(QGrams('nelson'), QGrams('')), 7) |
|
841
|
|
|
self.assertEqual(manhattan(QGrams(''), QGrams('neilsen')), 8) |
|
842
|
|
|
self.assertAlmostEqual(manhattan(QGrams('nelson'), |
|
843
|
|
|
QGrams('neilsen')), 7) |
|
844
|
|
|
|
|
845
|
|
|
# non-q-gram tests |
|
846
|
|
|
self.assertEqual(manhattan('', '', 0), 0) |
|
847
|
|
|
self.assertEqual(manhattan('the quick', '', 0), 2) |
|
848
|
|
|
self.assertEqual(manhattan('', 'the quick', 0), 2) |
|
849
|
|
|
self.assertAlmostEqual(manhattan(NONQ_FROM, NONQ_TO, 0), 8) |
|
850
|
|
|
self.assertAlmostEqual(manhattan(NONQ_TO, NONQ_FROM, 0), 8) |
|
851
|
|
|
|
|
852
|
|
|
def test_sim_manhattan(self): |
|
853
|
|
|
"""Test abydos.distance.sim_manhattan.""" |
|
854
|
|
|
self.assertEqual(sim_manhattan('', ''), 1) |
|
855
|
|
|
self.assertEqual(sim_manhattan('nelson', ''), 0) |
|
856
|
|
|
self.assertEqual(sim_manhattan('', 'neilsen'), 0) |
|
857
|
|
|
self.assertAlmostEqual(sim_manhattan('nelson', 'neilsen'), 8/15) |
|
858
|
|
|
|
|
859
|
|
|
self.assertEqual(sim_manhattan('', '', 2), 1) |
|
860
|
|
|
self.assertEqual(sim_manhattan('nelson', '', 2), 0) |
|
861
|
|
|
self.assertEqual(sim_manhattan('', 'neilsen', 2), 0) |
|
862
|
|
|
self.assertAlmostEqual(sim_manhattan('nelson', 'neilsen', 2), 8/15) |
|
863
|
|
|
|
|
864
|
|
|
# supplied q-gram tests |
|
865
|
|
|
self.assertEqual(sim_manhattan(QGrams(''), QGrams('')), 1) |
|
866
|
|
|
self.assertEqual(sim_manhattan(QGrams('nelson'), QGrams('')), 0) |
|
867
|
|
|
self.assertEqual(sim_manhattan(QGrams(''), QGrams('neilsen')), 0) |
|
868
|
|
|
self.assertAlmostEqual(sim_manhattan(QGrams('nelson'), |
|
869
|
|
|
QGrams('neilsen')), 8/15) |
|
870
|
|
|
|
|
871
|
|
|
# non-q-gram tests |
|
872
|
|
|
self.assertEqual(sim_manhattan('', '', 0), 1) |
|
873
|
|
|
self.assertEqual(sim_manhattan('the quick', '', 0), 0) |
|
874
|
|
|
self.assertEqual(sim_manhattan('', 'the quick', 0), 0) |
|
875
|
|
|
self.assertAlmostEqual(sim_manhattan(NONQ_FROM, NONQ_TO, 0), 1/2) |
|
876
|
|
|
self.assertAlmostEqual(sim_manhattan(NONQ_TO, NONQ_FROM, 0), 1/2) |
|
877
|
|
|
|
|
878
|
|
|
def test_dist_manhattan(self): |
|
879
|
|
|
"""Test abydos.distance.dist_manhattan.""" |
|
880
|
|
|
self.assertEqual(dist_manhattan('', ''), 0) |
|
881
|
|
|
self.assertEqual(dist_manhattan('nelson', ''), 1) |
|
882
|
|
|
self.assertEqual(dist_manhattan('', 'neilsen'), 1) |
|
883
|
|
|
self.assertAlmostEqual(dist_manhattan('nelson', 'neilsen'), 7/15) |
|
884
|
|
|
|
|
885
|
|
|
self.assertEqual(dist_manhattan('', '', 2), 0) |
|
886
|
|
|
self.assertEqual(dist_manhattan('nelson', '', 2), 1) |
|
887
|
|
|
self.assertEqual(dist_manhattan('', 'neilsen', 2), 1) |
|
888
|
|
|
self.assertAlmostEqual(dist_manhattan('nelson', 'neilsen', 2), 7/15) |
|
889
|
|
|
|
|
890
|
|
|
# supplied q-gram tests |
|
891
|
|
|
self.assertEqual(dist_manhattan(QGrams(''), QGrams('')), 0) |
|
892
|
|
|
self.assertEqual(dist_manhattan(QGrams('nelson'), QGrams('')), 1) |
|
893
|
|
|
self.assertEqual(dist_manhattan(QGrams(''), QGrams('neilsen')), 1) |
|
894
|
|
|
self.assertAlmostEqual(dist_manhattan(QGrams('nelson'), |
|
895
|
|
|
QGrams('neilsen')), 7/15) |
|
896
|
|
|
|
|
897
|
|
|
# non-q-gram tests |
|
898
|
|
|
self.assertEqual(dist_manhattan('', '', 0), 0) |
|
899
|
|
|
self.assertEqual(dist_manhattan('the quick', '', 0), 1) |
|
900
|
|
|
self.assertEqual(dist_manhattan('', 'the quick', 0), 1) |
|
901
|
|
|
self.assertAlmostEqual(dist_manhattan(NONQ_FROM, NONQ_TO, 0), 1/2) |
|
902
|
|
|
self.assertAlmostEqual(dist_manhattan(NONQ_TO, NONQ_FROM, 0), 1/2) |
|
903
|
|
|
|
|
904
|
|
|
|
|
905
|
|
|
class EuclideanTestCases(unittest.TestCase): |
|
906
|
|
|
"""Test Euclidean functions. |
|
907
|
|
|
|
|
908
|
|
|
abydos.distance.euclidean, sim_euclidean & .dist_euclidean |
|
909
|
|
|
""" |
|
910
|
|
|
|
|
911
|
|
|
def test_euclidean(self): |
|
912
|
|
|
"""Test abydos.distance.euclidean.""" |
|
913
|
|
|
self.assertEqual(euclidean('', ''), 0) |
|
914
|
|
|
self.assertEqual(euclidean('nelson', ''), 7**0.5) |
|
915
|
|
|
self.assertEqual(euclidean('', 'neilsen'), 8**0.5) |
|
916
|
|
|
self.assertAlmostEqual(euclidean('nelson', 'neilsen'), 7**0.5) |
|
917
|
|
|
|
|
918
|
|
|
self.assertEqual(euclidean('', '', 2), 0) |
|
919
|
|
|
self.assertEqual(euclidean('nelson', '', 2), 7**0.5) |
|
920
|
|
|
self.assertEqual(euclidean('', 'neilsen', 2), 8**0.5) |
|
921
|
|
|
self.assertAlmostEqual(euclidean('nelson', 'neilsen', 2), 7**0.5) |
|
922
|
|
|
|
|
923
|
|
|
# supplied q-gram tests |
|
924
|
|
|
self.assertEqual(euclidean(QGrams(''), QGrams('')), 0) |
|
925
|
|
|
self.assertEqual(euclidean(QGrams('nelson'), QGrams('')), 7**0.5) |
|
926
|
|
|
self.assertEqual(euclidean(QGrams(''), QGrams('neilsen')), 8**0.5) |
|
927
|
|
|
self.assertAlmostEqual(euclidean(QGrams('nelson'), |
|
928
|
|
|
QGrams('neilsen')), 7**0.5) |
|
929
|
|
|
|
|
930
|
|
|
# non-q-gram tests |
|
931
|
|
|
self.assertEqual(euclidean('', '', 0), 0) |
|
932
|
|
|
self.assertEqual(euclidean('the quick', '', 0), 2**0.5) |
|
933
|
|
|
self.assertEqual(euclidean('', 'the quick', 0), 2**0.5) |
|
934
|
|
|
self.assertAlmostEqual(euclidean(NONQ_FROM, NONQ_TO, 0), 8**0.5) |
|
935
|
|
|
self.assertAlmostEqual(euclidean(NONQ_TO, NONQ_FROM, 0), 8**0.5) |
|
936
|
|
|
|
|
937
|
|
|
def test_sim_euclidean(self): |
|
938
|
|
|
"""Test abydos.distance.sim_euclidean.""" |
|
939
|
|
|
self.assertEqual(sim_euclidean('', ''), 1) |
|
940
|
|
|
self.assertEqual(sim_euclidean('nelson', ''), 0) |
|
941
|
|
|
self.assertEqual(sim_euclidean('', 'neilsen'), 0) |
|
942
|
|
|
self.assertAlmostEqual(sim_euclidean('nelson', 'neilsen'), |
|
943
|
|
|
1-7**0.5/23**0.5) |
|
944
|
|
|
|
|
945
|
|
|
self.assertEqual(sim_euclidean('', '', 2), 1) |
|
946
|
|
|
self.assertEqual(sim_euclidean('nelson', '', 2), 0) |
|
947
|
|
|
self.assertEqual(sim_euclidean('', 'neilsen', 2), 0) |
|
948
|
|
|
self.assertAlmostEqual(sim_euclidean('nelson', 'neilsen', 2), |
|
949
|
|
|
1-7**0.5/23**0.5) |
|
950
|
|
|
|
|
951
|
|
|
# supplied q-gram tests |
|
952
|
|
|
self.assertEqual(sim_euclidean(QGrams(''), QGrams('')), 1) |
|
953
|
|
|
self.assertEqual(sim_euclidean(QGrams('nelson'), QGrams('')), 0) |
|
954
|
|
|
self.assertEqual(sim_euclidean(QGrams(''), QGrams('neilsen')), 0) |
|
955
|
|
|
self.assertAlmostEqual(sim_euclidean(QGrams('nelson'), |
|
956
|
|
|
QGrams('neilsen')), |
|
957
|
|
|
1-7**0.5/23**0.5) |
|
958
|
|
|
|
|
959
|
|
|
# non-q-gram tests |
|
960
|
|
|
self.assertEqual(sim_euclidean('', '', 0), 1) |
|
961
|
|
|
self.assertEqual(sim_euclidean('the quick', '', 0), 0) |
|
962
|
|
|
self.assertEqual(sim_euclidean('', 'the quick', 0), 0) |
|
963
|
|
|
self.assertAlmostEqual(sim_euclidean(NONQ_FROM, NONQ_TO, 0), |
|
964
|
|
|
1-8**0.5/24**0.5) |
|
965
|
|
|
self.assertAlmostEqual(sim_euclidean(NONQ_TO, NONQ_FROM, 0), |
|
966
|
|
|
1-8**0.5/24**0.5) |
|
967
|
|
|
|
|
968
|
|
|
def test_dist_euclidean(self): |
|
969
|
|
|
"""Test abydos.distance.dist_euclidean.""" |
|
970
|
|
|
self.assertEqual(dist_euclidean('', ''), 0) |
|
971
|
|
|
self.assertEqual(dist_euclidean('nelson', ''), 1) |
|
972
|
|
|
self.assertEqual(dist_euclidean('', 'neilsen'), 1) |
|
973
|
|
|
self.assertAlmostEqual(dist_euclidean('nelson', 'neilsen'), |
|
974
|
|
|
7**0.5 / 23**0.5) |
|
975
|
|
|
|
|
976
|
|
|
self.assertEqual(dist_euclidean('', '', 2), 0) |
|
977
|
|
|
self.assertEqual(dist_euclidean('nelson', '', 2), 1) |
|
978
|
|
|
self.assertEqual(dist_euclidean('', 'neilsen', 2), 1) |
|
979
|
|
|
self.assertAlmostEqual(dist_euclidean('nelson', 'neilsen', 2), |
|
980
|
|
|
7**0.5 / 23**0.5) |
|
981
|
|
|
|
|
982
|
|
|
# supplied q-gram tests |
|
983
|
|
|
self.assertEqual(dist_euclidean(QGrams(''), QGrams('')), 0) |
|
984
|
|
|
self.assertEqual(dist_euclidean(QGrams('nelson'), QGrams('')), 1) |
|
985
|
|
|
self.assertEqual(dist_euclidean(QGrams(''), QGrams('neilsen')), 1) |
|
986
|
|
|
self.assertAlmostEqual(dist_euclidean(QGrams('nelson'), |
|
987
|
|
|
QGrams('neilsen')), |
|
988
|
|
|
7**0.5 / 23**0.5) |
|
989
|
|
|
|
|
990
|
|
|
# non-q-gram tests |
|
991
|
|
|
self.assertEqual(dist_euclidean('', '', 0), 0) |
|
992
|
|
|
self.assertEqual(dist_euclidean('the quick', '', 0), 1) |
|
993
|
|
|
self.assertEqual(dist_euclidean('', 'the quick', 0), 1) |
|
994
|
|
|
self.assertAlmostEqual(dist_euclidean(NONQ_FROM, NONQ_TO, 0), |
|
995
|
|
|
8**0.5/24**0.5) |
|
996
|
|
|
self.assertAlmostEqual(dist_euclidean(NONQ_TO, NONQ_FROM, 0), |
|
997
|
|
|
8**0.5/24**0.5) |
|
998
|
|
|
|
|
999
|
|
|
|
|
1000
|
|
|
class ChebyshevTestCases(unittest.TestCase): |
|
1001
|
|
|
"""Test Chebyshev functions. |
|
1002
|
|
|
|
|
1003
|
|
|
abydos.distance.chebyshev, sim_chebyshev & .dist_chebyshev |
|
1004
|
|
|
""" |
|
1005
|
|
|
|
|
1006
|
|
|
def test_chebyshev(self): |
|
1007
|
|
|
"""Test abydos.distance.chebyshev.""" |
|
1008
|
|
|
self.assertEqual(chebyshev('', ''), 0) |
|
1009
|
|
|
self.assertEqual(chebyshev('nelson', ''), 1) |
|
1010
|
|
|
self.assertEqual(chebyshev('', 'neilsen'), 1) |
|
1011
|
|
|
self.assertEqual(chebyshev('nelson', 'neilsen'), 1) |
|
1012
|
|
|
|
|
1013
|
|
|
self.assertEqual(chebyshev('', '', 2), 0) |
|
1014
|
|
|
self.assertEqual(chebyshev('nelson', '', 2), 1) |
|
1015
|
|
|
self.assertEqual(chebyshev('', 'neilsen', 2), 1) |
|
1016
|
|
|
self.assertAlmostEqual(chebyshev('nelson', 'neilsen', 2), 1) |
|
1017
|
|
|
|
|
1018
|
|
|
# supplied q-gram tests |
|
1019
|
|
|
self.assertEqual(chebyshev(QGrams(''), QGrams('')), 0) |
|
1020
|
|
|
self.assertEqual(chebyshev(QGrams('nelson'), QGrams('')), 1) |
|
1021
|
|
|
self.assertEqual(chebyshev(QGrams(''), QGrams('neilsen')), 1) |
|
1022
|
|
|
self.assertAlmostEqual(chebyshev(QGrams('nelson'), |
|
1023
|
|
|
QGrams('neilsen')), 1) |
|
1024
|
|
|
|
|
1025
|
|
|
# non-q-gram tests |
|
1026
|
|
|
self.assertEqual(chebyshev('', '', 0), 0) |
|
1027
|
|
|
self.assertEqual(chebyshev('the quick', '', 0), 1) |
|
1028
|
|
|
self.assertEqual(chebyshev('', 'the quick', 0), 1) |
|
1029
|
|
|
self.assertAlmostEqual(chebyshev(NONQ_FROM, NONQ_TO, 0), 1) |
|
1030
|
|
|
self.assertAlmostEqual(chebyshev(NONQ_TO, NONQ_FROM, 0), 1) |
|
1031
|
|
|
|
|
1032
|
|
|
|
|
1033
|
|
|
class CosineSimilarityTestCases(unittest.TestCase): |
|
1034
|
|
|
"""Test cosine similarity functions. |
|
1035
|
|
|
|
|
1036
|
|
|
abydos.distance.sim_cosine & .dist_cosine |
|
1037
|
|
|
""" |
|
1038
|
|
|
|
|
1039
|
|
|
def test_sim_cosine(self): |
|
1040
|
|
|
"""Test abydos.distance.sim_cosine.""" |
|
1041
|
|
|
self.assertEqual(sim_cosine('', ''), 1) |
|
1042
|
|
|
self.assertEqual(sim_cosine('nelson', ''), 0) |
|
1043
|
|
|
self.assertEqual(sim_cosine('', 'neilsen'), 0) |
|
1044
|
|
|
self.assertAlmostEqual(sim_cosine('nelson', 'neilsen'), |
|
1045
|
|
|
4/math.sqrt(7*8)) |
|
1046
|
|
|
|
|
1047
|
|
|
self.assertEqual(sim_cosine('', '', 2), 1) |
|
1048
|
|
|
self.assertEqual(sim_cosine('nelson', '', 2), 0) |
|
1049
|
|
|
self.assertEqual(sim_cosine('', 'neilsen', 2), 0) |
|
1050
|
|
|
self.assertAlmostEqual(sim_cosine('nelson', 'neilsen', 2), |
|
1051
|
|
|
4/math.sqrt(7*8)) |
|
1052
|
|
|
|
|
1053
|
|
|
# supplied q-gram tests |
|
1054
|
|
|
self.assertEqual(sim_cosine(QGrams(''), QGrams('')), 1) |
|
1055
|
|
|
self.assertEqual(sim_cosine(QGrams('nelson'), QGrams('')), 0) |
|
1056
|
|
|
self.assertEqual(sim_cosine(QGrams(''), QGrams('neilsen')), 0) |
|
1057
|
|
|
self.assertAlmostEqual(sim_cosine(QGrams('nelson'), QGrams('neilsen')), |
|
1058
|
|
|
4/math.sqrt(7*8)) |
|
1059
|
|
|
|
|
1060
|
|
|
# non-q-gram tests |
|
1061
|
|
|
self.assertEqual(sim_cosine('', '', 0), 1) |
|
1062
|
|
|
self.assertEqual(sim_cosine('the quick', '', 0), 0) |
|
1063
|
|
|
self.assertEqual(sim_cosine('', 'the quick', 0), 0) |
|
1064
|
|
|
self.assertAlmostEqual(sim_cosine(NONQ_FROM, NONQ_TO, 0), |
|
1065
|
|
|
4/math.sqrt(9*7)) |
|
1066
|
|
|
self.assertAlmostEqual(sim_cosine(NONQ_TO, NONQ_FROM, 0), |
|
1067
|
|
|
4/math.sqrt(9*7)) |
|
1068
|
|
|
|
|
1069
|
|
|
def test_dist_cosine(self): |
|
1070
|
|
|
"""Test abydos.distance.dist_cosine.""" |
|
1071
|
|
|
self.assertEqual(dist_cosine('', ''), 0) |
|
1072
|
|
|
self.assertEqual(dist_cosine('nelson', ''), 1) |
|
1073
|
|
|
self.assertEqual(dist_cosine('', 'neilsen'), 1) |
|
1074
|
|
|
self.assertAlmostEqual(dist_cosine('nelson', 'neilsen'), |
|
1075
|
|
|
1-(4/math.sqrt(7*8))) |
|
1076
|
|
|
|
|
1077
|
|
|
self.assertEqual(dist_cosine('', '', 2), 0) |
|
1078
|
|
|
self.assertEqual(dist_cosine('nelson', '', 2), 1) |
|
1079
|
|
|
self.assertEqual(dist_cosine('', 'neilsen', 2), 1) |
|
1080
|
|
|
self.assertAlmostEqual(dist_cosine('nelson', 'neilsen', 2), |
|
1081
|
|
|
1-(4/math.sqrt(7*8))) |
|
1082
|
|
|
|
|
1083
|
|
|
# supplied q-gram tests |
|
1084
|
|
|
self.assertEqual(dist_cosine(QGrams(''), QGrams('')), 0) |
|
1085
|
|
|
self.assertEqual(dist_cosine(QGrams('nelson'), QGrams('')), 1) |
|
1086
|
|
|
self.assertEqual(dist_cosine(QGrams(''), QGrams('neilsen')), 1) |
|
1087
|
|
|
self.assertAlmostEqual(dist_cosine(QGrams('nelson'), |
|
1088
|
|
|
QGrams('neilsen')), |
|
1089
|
|
|
1-(4/math.sqrt(7*8))) |
|
1090
|
|
|
|
|
1091
|
|
|
# non-q-gram tests |
|
1092
|
|
|
self.assertEqual(dist_cosine('', '', 0), 0) |
|
1093
|
|
|
self.assertEqual(dist_cosine('the quick', '', 0), 1) |
|
1094
|
|
|
self.assertEqual(dist_cosine('', 'the quick', 0), 1) |
|
1095
|
|
|
self.assertAlmostEqual(dist_cosine(NONQ_FROM, NONQ_TO, 0), |
|
1096
|
|
|
1-4/math.sqrt(9*7)) |
|
1097
|
|
|
self.assertAlmostEqual(dist_cosine(NONQ_TO, NONQ_FROM, 0), |
|
1098
|
|
|
1-4/math.sqrt(9*7)) |
|
1099
|
|
|
|
|
1100
|
|
|
|
|
1101
|
|
|
class JaroWinklerTestCases(unittest.TestCase): |
|
1102
|
|
|
"""Test Jaro(-Winkler) functions. |
|
1103
|
|
|
|
|
1104
|
|
|
abydos.distance.sim_strcmp95, .dist_strcmp95, .sim_jaro_winkler, & |
|
1105
|
|
|
.dist_jaro_winkler |
|
1106
|
|
|
""" |
|
1107
|
|
|
|
|
1108
|
|
|
def test_sim_strcmp95(self): |
|
1109
|
|
|
"""Test abydos.distance.sim_strcmp95.""" |
|
1110
|
|
|
self.assertEqual(sim_strcmp95('', ''), 1) |
|
1111
|
|
|
self.assertEqual(sim_strcmp95('MARTHA', ''), 0) |
|
1112
|
|
|
self.assertEqual(sim_strcmp95('', 'MARTHA'), 0) |
|
1113
|
|
|
self.assertEqual(sim_strcmp95('MARTHA', 'MARTHA'), 1) |
|
1114
|
|
|
|
|
1115
|
|
|
self.assertAlmostEqual(sim_strcmp95('MARTHA', 'MARHTA'), 0.96111111) |
|
1116
|
|
|
self.assertAlmostEqual(sim_strcmp95('DWAYNE', 'DUANE'), 0.873) |
|
1117
|
|
|
self.assertAlmostEqual(sim_strcmp95('DIXON', 'DICKSONX'), 0.839333333) |
|
1118
|
|
|
|
|
1119
|
|
|
self.assertAlmostEqual(sim_strcmp95('ABCD', 'EFGH'), 0.0) |
|
1120
|
|
|
|
|
1121
|
|
|
# long_strings = True |
|
1122
|
|
|
self.assertAlmostEqual(sim_strcmp95('DIXON', 'DICKSONX', True), |
|
1123
|
|
|
0.85393939) |
|
1124
|
|
|
self.assertAlmostEqual(sim_strcmp95('DWAYNE', 'DUANE', True), |
|
1125
|
|
|
0.89609090) |
|
1126
|
|
|
self.assertAlmostEqual(sim_strcmp95('MARTHA', 'MARHTA', True), |
|
1127
|
|
|
0.97083333) |
|
1128
|
|
|
|
|
1129
|
|
|
# cover case where we don't boost, etc. |
|
1130
|
|
|
self.assertAlmostEqual(sim_strcmp95('A', 'ABCDEFGHIJK'), 69/99) |
|
1131
|
|
|
self.assertAlmostEqual(sim_strcmp95('A', 'ABCDEFGHIJK', True), 69 / 99) |
|
1132
|
|
|
self.assertAlmostEqual(sim_strcmp95('d', 'abcdefgh'), 0.708333333) |
|
1133
|
|
|
self.assertAlmostEqual(sim_strcmp95('d', 'abcdefgh', True), |
|
1134
|
|
|
0.708333333) |
|
1135
|
|
|
self.assertAlmostEqual(sim_strcmp95('1', 'abc1efgh', True), |
|
1136
|
|
|
0.708333333) |
|
1137
|
|
|
self.assertAlmostEqual(sim_strcmp95('12hundredths', '12hundred', True), |
|
1138
|
|
|
0.916666667) |
|
1139
|
|
|
|
|
1140
|
|
|
def test_dist_strcmp95(self): |
|
1141
|
|
|
"""Test abydos.distance.dist_strcmp95.""" |
|
1142
|
|
|
self.assertEqual(dist_strcmp95('', ''), 0) |
|
1143
|
|
|
self.assertEqual(dist_strcmp95('MARTHA', ''), 1) |
|
1144
|
|
|
self.assertEqual(dist_strcmp95('', 'MARTHA'), 1) |
|
1145
|
|
|
self.assertEqual(dist_strcmp95('MARTHA', 'MARTHA'), 0) |
|
1146
|
|
|
|
|
1147
|
|
|
self.assertAlmostEqual(dist_strcmp95('MARTHA', 'MARHTA'), 0.03888888) |
|
1148
|
|
|
self.assertAlmostEqual(dist_strcmp95('DWAYNE', 'DUANE'), 0.127) |
|
1149
|
|
|
self.assertAlmostEqual(dist_strcmp95('DIXON', 'DICKSONX'), 0.160666666) |
|
1150
|
|
|
|
|
1151
|
|
|
self.assertAlmostEqual(dist_strcmp95('ABCD', 'EFGH'), 1.0) |
|
1152
|
|
|
|
|
1153
|
|
|
def test_sim_jaro_winkler(self): |
|
1154
|
|
|
"""Test abydos.distance.sim_jaro_winkler.""" |
|
1155
|
|
|
self.assertEqual(sim_jaro_winkler('', '', mode='jaro'), 1) |
|
1156
|
|
|
self.assertEqual(sim_jaro_winkler('', '', mode='winkler'), 1) |
|
1157
|
|
|
self.assertEqual(sim_jaro_winkler('MARTHA', '', mode='jaro'), 0) |
|
1158
|
|
|
self.assertEqual(sim_jaro_winkler('MARTHA', '', mode='winkler'), 0) |
|
1159
|
|
|
self.assertEqual(sim_jaro_winkler('', 'MARHTA', mode='jaro'), 0) |
|
1160
|
|
|
self.assertEqual(sim_jaro_winkler('', 'MARHTA', mode='winkler'), 0) |
|
1161
|
|
|
self.assertEqual(sim_jaro_winkler('MARTHA', 'MARTHA', mode='jaro'), 1) |
|
1162
|
|
|
self.assertEqual(sim_jaro_winkler('MARTHA', 'MARTHA', mode='winkler'), |
|
1163
|
|
|
1) |
|
1164
|
|
|
|
|
1165
|
|
|
# https://en.wikipedia.org/wiki/Jaro-Winkler_distance |
|
1166
|
|
|
self.assertAlmostEqual(sim_jaro_winkler('MARTHA', 'MARHTA', |
|
1167
|
|
|
mode='jaro'), 0.94444444) |
|
1168
|
|
|
self.assertAlmostEqual(sim_jaro_winkler('MARTHA', 'MARHTA', |
|
1169
|
|
|
mode='winkler'), 0.96111111) |
|
1170
|
|
|
self.assertAlmostEqual(sim_jaro_winkler('DWAYNE', 'DUANE', |
|
1171
|
|
|
mode='jaro'), 0.82222222) |
|
1172
|
|
|
self.assertAlmostEqual(sim_jaro_winkler('DWAYNE', 'DUANE', |
|
1173
|
|
|
mode='winkler'), 0.84) |
|
1174
|
|
|
self.assertAlmostEqual(sim_jaro_winkler('DIXON', 'DICKSONX', |
|
1175
|
|
|
mode='jaro'), 0.76666666) |
|
1176
|
|
|
self.assertAlmostEqual(sim_jaro_winkler('DIXON', 'DICKSONX', |
|
1177
|
|
|
mode='winkler'), 0.81333333) |
|
1178
|
|
|
|
|
1179
|
|
|
self.assertRaises(ValueError, sim_jaro_winkler, 'abcd', 'dcba', |
|
1180
|
|
|
boost_threshold=2) |
|
1181
|
|
|
self.assertRaises(ValueError, sim_jaro_winkler, 'abcd', 'dcba', |
|
1182
|
|
|
boost_threshold=-1) |
|
1183
|
|
|
self.assertRaises(ValueError, sim_jaro_winkler, 'abcd', 'dcba', |
|
1184
|
|
|
scaling_factor=0.3) |
|
1185
|
|
|
self.assertRaises(ValueError, sim_jaro_winkler, 'abcd', 'dcba', |
|
1186
|
|
|
scaling_factor=-1) |
|
1187
|
|
|
|
|
1188
|
|
|
self.assertAlmostEqual(sim_jaro_winkler('ABCD', 'EFGH'), 0.0) |
|
1189
|
|
|
|
|
1190
|
|
|
# long_strings = True (applies only to Jaro-Winkler, not Jaro) |
|
1191
|
|
|
self.assertEqual(sim_jaro_winkler('ABCD', 'EFGH', long_strings=True), |
|
1192
|
|
|
sim_jaro_winkler('ABCD', 'EFGH')) |
|
1193
|
|
|
self.assertEqual(sim_jaro_winkler('DIXON', 'DICKSONX', mode='jaro', |
|
1194
|
|
|
long_strings=True), |
|
1195
|
|
|
sim_jaro_winkler('DIXON', 'DICKSONX', |
|
1196
|
|
|
mode='jaro')) |
|
1197
|
|
|
self.assertAlmostEqual(sim_jaro_winkler('DIXON', 'DICKSONX', |
|
1198
|
|
|
mode='winkler', |
|
1199
|
|
|
long_strings=True), 0.83030303) |
|
1200
|
|
|
self.assertAlmostEqual(sim_jaro_winkler('MARTHA', 'MARHTA', |
|
1201
|
|
|
mode='winkler', |
|
1202
|
|
|
long_strings=True), 0.97083333) |
|
1203
|
|
|
|
|
1204
|
|
|
def test_dist_jaro_winkler(self): |
|
1205
|
|
|
"""Test abydos.distance.dist_jaro_winkler.""" |
|
1206
|
|
|
self.assertEqual(dist_jaro_winkler('', '', mode='jaro'), 0) |
|
1207
|
|
|
self.assertEqual(dist_jaro_winkler('', '', mode='winkler'), 0) |
|
1208
|
|
|
self.assertEqual(dist_jaro_winkler('MARTHA', '', mode='jaro'), 1) |
|
1209
|
|
|
self.assertEqual(dist_jaro_winkler('MARTHA', '', mode='winkler'), 1) |
|
1210
|
|
|
self.assertEqual(dist_jaro_winkler('', 'MARHTA', mode='jaro'), 1) |
|
1211
|
|
|
self.assertEqual(dist_jaro_winkler('', 'MARHTA', mode='winkler'), 1) |
|
1212
|
|
|
self.assertEqual(dist_jaro_winkler('MARTHA', 'MARTHA', mode='jaro'), 0) |
|
1213
|
|
|
self.assertEqual(dist_jaro_winkler('MARTHA', 'MARTHA', mode='winkler'), |
|
1214
|
|
|
0) |
|
1215
|
|
|
|
|
1216
|
|
|
# https://en.wikipedia.org/wiki/Jaro-Winkler_distance |
|
1217
|
|
|
self.assertAlmostEqual(dist_jaro_winkler('MARTHA', 'MARHTA', |
|
1218
|
|
|
mode='jaro'), 0.05555555) |
|
1219
|
|
|
self.assertAlmostEqual(dist_jaro_winkler('MARTHA', 'MARHTA', |
|
1220
|
|
|
mode='winkler'), 0.03888888) |
|
1221
|
|
|
self.assertAlmostEqual(dist_jaro_winkler('DWAYNE', 'DUANE', |
|
1222
|
|
|
mode='jaro'), 0.17777777) |
|
1223
|
|
|
self.assertAlmostEqual(dist_jaro_winkler('DWAYNE', 'DUANE', |
|
1224
|
|
|
mode='winkler'), 0.16) |
|
1225
|
|
|
self.assertAlmostEqual(dist_jaro_winkler('DIXON', 'DICKSONX', |
|
1226
|
|
|
mode='jaro'), 0.23333333) |
|
1227
|
|
|
self.assertAlmostEqual(dist_jaro_winkler('DIXON', 'DICKSONX', |
|
1228
|
|
|
mode='winkler'), 0.18666666) |
|
1229
|
|
|
|
|
1230
|
|
|
self.assertRaises(ValueError, dist_jaro_winkler, 'abcd', 'dcba', |
|
1231
|
|
|
boost_threshold=2) |
|
1232
|
|
|
self.assertRaises(ValueError, dist_jaro_winkler, 'abcd', 'dcba', |
|
1233
|
|
|
boost_threshold=-1) |
|
1234
|
|
|
self.assertRaises(ValueError, dist_jaro_winkler, 'abcd', 'dcba', |
|
1235
|
|
|
scaling_factor=0.3) |
|
1236
|
|
|
self.assertRaises(ValueError, dist_jaro_winkler, 'abcd', 'dcba', |
|
1237
|
|
|
scaling_factor=-1) |
|
1238
|
|
|
|
|
1239
|
|
|
self.assertAlmostEqual(dist_jaro_winkler('ABCD', 'EFGH'), 1.0) |
|
1240
|
|
|
|
|
1241
|
|
|
|
|
1242
|
|
|
class LcsseqTestCases(unittest.TestCase): |
|
1243
|
|
|
"""Test LCSseq functions. |
|
1244
|
|
|
|
|
1245
|
|
|
abydos.distance.lcsseq, .sim_lcsseq, & .dist_lcsseq |
|
1246
|
|
|
""" |
|
1247
|
|
|
|
|
1248
|
|
|
def test_lcsseq(self): |
|
1249
|
|
|
"""Test abydos.distance.lcsseq.""" |
|
1250
|
|
|
self.assertEqual(lcsseq('', ''), '') |
|
1251
|
|
|
self.assertEqual(lcsseq('A', ''), '') |
|
1252
|
|
|
self.assertEqual(lcsseq('', 'A'), '') |
|
1253
|
|
|
self.assertEqual(lcsseq('A', 'A'), 'A') |
|
1254
|
|
|
self.assertEqual(lcsseq('ABCD', ''), '') |
|
1255
|
|
|
self.assertEqual(lcsseq('', 'ABCD'), '') |
|
1256
|
|
|
self.assertEqual(lcsseq('ABCD', 'ABCD'), 'ABCD') |
|
1257
|
|
|
self.assertEqual(lcsseq('ABCD', 'BC'), 'BC') |
|
1258
|
|
|
self.assertEqual(lcsseq('ABCD', 'AD'), 'AD') |
|
1259
|
|
|
self.assertEqual(lcsseq('ABCD', 'AC'), 'AC') |
|
1260
|
|
|
self.assertEqual(lcsseq('AB', 'CD'), '') |
|
1261
|
|
|
self.assertEqual(lcsseq('ABC', 'BCD'), 'BC') |
|
1262
|
|
|
|
|
1263
|
|
|
self.assertEqual(lcsseq('DIXON', 'DICKSONX'), 'DION') |
|
1264
|
|
|
|
|
1265
|
|
|
# https://en.wikipedia.org/wiki/Longest_common_subsequence_problem |
|
1266
|
|
|
self.assertEqual(lcsseq('AGCAT', 'GAC'), 'AC') |
|
1267
|
|
|
self.assertEqual(lcsseq('XMJYAUZ', 'MZJAWXU'), 'MJAU') |
|
1268
|
|
|
|
|
1269
|
|
|
# https://github.com/jwmerrill/factor/blob/master/basis/lcs/lcs-tests.factor |
|
1270
|
|
|
self.assertEqual(lcsseq('hell', 'hello'), 'hell') |
|
1271
|
|
|
self.assertEqual(lcsseq('hello', 'hell'), 'hell') |
|
1272
|
|
|
self.assertEqual(lcsseq('ell', 'hell'), 'ell') |
|
1273
|
|
|
self.assertEqual(lcsseq('hell', 'ell'), 'ell') |
|
1274
|
|
|
self.assertEqual(lcsseq('faxbcd', 'abdef'), 'abd') |
|
1275
|
|
|
|
|
1276
|
|
|
# http://www.unesco.org/culture/languages-atlas/assets/_core/php/qcubed_unit_tests.php |
|
1277
|
|
|
self.assertEqual(lcsseq('hello world', 'world war 2'), 'world') |
|
1278
|
|
|
self.assertEqual(lcsseq('foo bar', 'bar foo'), 'foo') |
|
1279
|
|
|
self.assertEqual(lcsseq('aaa', 'aa'), 'aa') |
|
1280
|
|
|
self.assertEqual(lcsseq('cc', 'bbbbcccccc'), 'cc') |
|
1281
|
|
|
self.assertEqual(lcsseq('ccc', 'bcbb'), 'c') |
|
1282
|
|
|
|
|
1283
|
|
|
def test_sim_lcsseq(self): |
|
1284
|
|
|
"""Test abydos.distance.sim_lcsseq.""" |
|
1285
|
|
|
self.assertEqual(sim_lcsseq('', ''), 1) |
|
1286
|
|
|
self.assertEqual(sim_lcsseq('A', ''), 0) |
|
1287
|
|
|
self.assertEqual(sim_lcsseq('', 'A'), 0) |
|
1288
|
|
|
self.assertEqual(sim_lcsseq('A', 'A'), 1) |
|
1289
|
|
|
self.assertEqual(sim_lcsseq('ABCD', ''), 0) |
|
1290
|
|
|
self.assertEqual(sim_lcsseq('', 'ABCD'), 0) |
|
1291
|
|
|
self.assertEqual(sim_lcsseq('ABCD', 'ABCD'), 1) |
|
1292
|
|
|
self.assertAlmostEqual(sim_lcsseq('ABCD', 'BC'), 2/4) |
|
1293
|
|
|
self.assertAlmostEqual(sim_lcsseq('ABCD', 'AD'), 2/4) |
|
1294
|
|
|
self.assertAlmostEqual(sim_lcsseq('ABCD', 'AC'), 2/4) |
|
1295
|
|
|
self.assertAlmostEqual(sim_lcsseq('AB', 'CD'), 0) |
|
1296
|
|
|
self.assertAlmostEqual(sim_lcsseq('ABC', 'BCD'), 2/3) |
|
1297
|
|
|
|
|
1298
|
|
|
self.assertAlmostEqual(sim_lcsseq('DIXON', 'DICKSONX'), 4/8) |
|
1299
|
|
|
|
|
1300
|
|
|
# https://en.wikipedia.org/wiki/Longest_common_subsequence_problem |
|
1301
|
|
|
self.assertAlmostEqual(sim_lcsseq('AGCAT', 'GAC'), 2/5) |
|
1302
|
|
|
self.assertAlmostEqual(sim_lcsseq('XMJYAUZ', 'MZJAWXU'), 4/7) |
|
1303
|
|
|
|
|
1304
|
|
|
# https://github.com/jwmerrill/factor/blob/master/basis/lcs/lcs-tests.factor |
|
1305
|
|
|
self.assertAlmostEqual(sim_lcsseq('hell', 'hello'), 4/5) |
|
1306
|
|
|
self.assertAlmostEqual(sim_lcsseq('hello', 'hell'), 4/5) |
|
1307
|
|
|
self.assertAlmostEqual(sim_lcsseq('ell', 'hell'), 3/4) |
|
1308
|
|
|
self.assertAlmostEqual(sim_lcsseq('hell', 'ell'), 3/4) |
|
1309
|
|
|
self.assertAlmostEqual(sim_lcsseq('faxbcd', 'abdef'), 3/6) |
|
1310
|
|
|
|
|
1311
|
|
|
# http://www.unesco.org/culture/languages-atlas/assets/_core/php/qcubed_unit_tests.php |
|
1312
|
|
|
self.assertAlmostEqual(sim_lcsseq('hello world', 'world war 2'), 5/11) |
|
1313
|
|
|
self.assertAlmostEqual(sim_lcsseq('foo bar', 'bar foo'), 3/7) |
|
1314
|
|
|
self.assertAlmostEqual(sim_lcsseq('aaa', 'aa'), 2/3) |
|
1315
|
|
|
self.assertAlmostEqual(sim_lcsseq('cc', 'bbbbcccccc'), 2/10) |
|
1316
|
|
|
self.assertAlmostEqual(sim_lcsseq('ccc', 'bcbb'), 1/4) |
|
1317
|
|
|
|
|
1318
|
|
|
def test_dist_lcsseq(self): |
|
1319
|
|
|
"""Test abydos.distance.dist_lcsseq.""" |
|
1320
|
|
|
self.assertEqual(dist_lcsseq('', ''), 0) |
|
1321
|
|
|
self.assertEqual(dist_lcsseq('A', ''), 1) |
|
1322
|
|
|
self.assertEqual(dist_lcsseq('', 'A'), 1) |
|
1323
|
|
|
self.assertEqual(dist_lcsseq('A', 'A'), 0) |
|
1324
|
|
|
self.assertEqual(dist_lcsseq('ABCD', ''), 1) |
|
1325
|
|
|
self.assertEqual(dist_lcsseq('', 'ABCD'), 1) |
|
1326
|
|
|
self.assertEqual(dist_lcsseq('ABCD', 'ABCD'), 0) |
|
1327
|
|
|
self.assertAlmostEqual(dist_lcsseq('ABCD', 'BC'), 2/4) |
|
1328
|
|
|
self.assertAlmostEqual(dist_lcsseq('ABCD', 'AD'), 2/4) |
|
1329
|
|
|
self.assertAlmostEqual(dist_lcsseq('ABCD', 'AC'), 2/4) |
|
1330
|
|
|
self.assertAlmostEqual(dist_lcsseq('AB', 'CD'), 1) |
|
1331
|
|
|
self.assertAlmostEqual(dist_lcsseq('ABC', 'BCD'), 1/3) |
|
1332
|
|
|
|
|
1333
|
|
|
self.assertAlmostEqual(dist_lcsseq('DIXON', 'DICKSONX'), 4/8) |
|
1334
|
|
|
|
|
1335
|
|
|
# https://en.wikipedia.org/wiki/Longest_common_subsequence_problem |
|
1336
|
|
|
self.assertAlmostEqual(dist_lcsseq('AGCAT', 'GAC'), 3/5) |
|
1337
|
|
|
self.assertAlmostEqual(dist_lcsseq('XMJYAUZ', 'MZJAWXU'), 3/7) |
|
1338
|
|
|
|
|
1339
|
|
|
# https://github.com/jwmerrill/factor/blob/master/basis/lcs/lcs-tests.factor |
|
1340
|
|
|
self.assertAlmostEqual(dist_lcsseq('hell', 'hello'), 1/5) |
|
1341
|
|
|
self.assertAlmostEqual(dist_lcsseq('hello', 'hell'), 1/5) |
|
1342
|
|
|
self.assertAlmostEqual(dist_lcsseq('ell', 'hell'), 1/4) |
|
1343
|
|
|
self.assertAlmostEqual(dist_lcsseq('hell', 'ell'), 1/4) |
|
1344
|
|
|
self.assertAlmostEqual(dist_lcsseq('faxbcd', 'abdef'), 3/6) |
|
1345
|
|
|
|
|
1346
|
|
|
# http://www.unesco.org/culture/languages-atlas/assets/_core/php/qcubed_unit_tests.php |
|
1347
|
|
|
self.assertAlmostEqual(dist_lcsseq('hello world', 'world war 2'), 6/11) |
|
1348
|
|
|
self.assertAlmostEqual(dist_lcsseq('foo bar', 'bar foo'), 4/7) |
|
1349
|
|
|
self.assertAlmostEqual(dist_lcsseq('aaa', 'aa'), 1/3) |
|
1350
|
|
|
self.assertAlmostEqual(dist_lcsseq('cc', 'bbbbcccccc'), 8/10) |
|
1351
|
|
|
self.assertAlmostEqual(dist_lcsseq('ccc', 'bcbb'), 3/4) |
|
1352
|
|
|
|
|
1353
|
|
|
|
|
1354
|
|
|
class LcsstrTestCases(unittest.TestCase): |
|
1355
|
|
|
"""Test LCSstr functions. |
|
1356
|
|
|
|
|
1357
|
|
|
abydos.distance.lcsstr, .sim_lcsstr, & .dist_lcsstr |
|
1358
|
|
|
""" |
|
1359
|
|
|
|
|
1360
|
|
|
def test_lcsstr(self): |
|
1361
|
|
|
"""Test abydos.distance.lcsstr.""" |
|
1362
|
|
|
self.assertEqual(lcsstr('', ''), '') |
|
1363
|
|
|
self.assertEqual(lcsstr('A', ''), '') |
|
1364
|
|
|
self.assertEqual(lcsstr('', 'A'), '') |
|
1365
|
|
|
self.assertEqual(lcsstr('A', 'A'), 'A') |
|
1366
|
|
|
self.assertEqual(lcsstr('ABCD', ''), '') |
|
1367
|
|
|
self.assertEqual(lcsstr('', 'ABCD'), '') |
|
1368
|
|
|
self.assertEqual(lcsstr('ABCD', 'ABCD'), 'ABCD') |
|
1369
|
|
|
self.assertEqual(lcsstr('ABCD', 'BC'), 'BC') |
|
1370
|
|
|
self.assertEqual(lcsstr('ABCD', 'AD'), 'A') |
|
1371
|
|
|
self.assertEqual(lcsstr('ABCD', 'AC'), 'A') |
|
1372
|
|
|
self.assertEqual(lcsstr('AB', 'CD'), '') |
|
1373
|
|
|
self.assertEqual(lcsstr('ABC', 'BCD'), 'BC') |
|
1374
|
|
|
|
|
1375
|
|
|
self.assertEqual(lcsstr('DIXON', 'DICKSONX'), 'DI') |
|
1376
|
|
|
|
|
1377
|
|
|
# https://en.wikipedia.org/wiki/Longest_common_subsequence_problem |
|
1378
|
|
|
self.assertEqual(lcsstr('AGCAT', 'GAC'), 'A') |
|
1379
|
|
|
self.assertEqual(lcsstr('XMJYAUZ', 'MZJAWXU'), 'X') |
|
1380
|
|
|
|
|
1381
|
|
|
# https://github.com/jwmerrill/factor/blob/master/basis/lcs/lcs-tests.factor |
|
1382
|
|
|
self.assertEqual(lcsstr('hell', 'hello'), 'hell') |
|
1383
|
|
|
self.assertEqual(lcsstr('hello', 'hell'), 'hell') |
|
1384
|
|
|
self.assertEqual(lcsstr('ell', 'hell'), 'ell') |
|
1385
|
|
|
self.assertEqual(lcsstr('hell', 'ell'), 'ell') |
|
1386
|
|
|
self.assertEqual(lcsstr('faxbcd', 'abdef'), 'f') |
|
1387
|
|
|
|
|
1388
|
|
|
# http://www.unesco.org/culture/languages-atlas/assets/_core/php/qcubed_unit_tests.php |
|
1389
|
|
|
self.assertEqual(lcsstr('hello world', 'world war 2'), 'world') |
|
1390
|
|
|
self.assertEqual(lcsstr('foo bar', 'bar foo'), 'foo') |
|
1391
|
|
|
self.assertEqual(lcsstr('aaa', 'aa'), 'aa') |
|
1392
|
|
|
self.assertEqual(lcsstr('cc', 'bbbbcccccc'), 'cc') |
|
1393
|
|
|
self.assertEqual(lcsstr('ccc', 'bcbb'), 'c') |
|
1394
|
|
|
|
|
1395
|
|
|
# http://www.maplesoft.com/support/help/Maple/view.aspx?path=StringTools/LongestCommonSubString |
|
1396
|
|
|
self.assertEqual(lcsstr('abax', 'bax'), 'bax') |
|
1397
|
|
|
self.assertEqual(lcsstr('tsaxbaxyz', 'axcaxy'), 'axy') |
|
1398
|
|
|
self.assertEqual(lcsstr('abcde', 'uvabxycde'), 'cde') |
|
1399
|
|
|
self.assertEqual(lcsstr('abc', 'xyz'), '') |
|
1400
|
|
|
self.assertEqual(lcsstr('TAAGGTCGGCGCGCACGCTGGCGAGTATGGTGCGGAGGCCCTGGA\ |
|
1401
|
|
|
GAGGTGAGGCTCCCTCCCCTGCTCCGACCCGGGCTCCTCGCCCGCCCGGACCCAC', 'AAGCGCCGCGCAGTCTGGG\ |
|
1402
|
|
|
CTCCGCACACTTCTGGTCCAGTCCGACTGAGAAGGAACCACCATGGTGCTGTCTCCCGCTGACAAGACCAACATCAAG\ |
|
1403
|
|
|
ACTGCCTGGGAAAAGATCGGCAGCCACGGTGGCGAGTATGGCGCCGAGGCCGT'), 'TGGCGAGTATGG') |
|
1404
|
|
|
|
|
1405
|
|
|
def test_sim_lcsstr(self): |
|
1406
|
|
|
"""Test abydos.distance.sim_lcsstr.""" |
|
1407
|
|
|
self.assertEqual(sim_lcsstr('', ''), 1) |
|
1408
|
|
|
self.assertEqual(sim_lcsstr('A', ''), 0) |
|
1409
|
|
|
self.assertEqual(sim_lcsstr('', 'A'), 0) |
|
1410
|
|
|
self.assertEqual(sim_lcsstr('A', 'A'), 1) |
|
1411
|
|
|
self.assertEqual(sim_lcsstr('ABCD', ''), 0) |
|
1412
|
|
|
self.assertEqual(sim_lcsstr('', 'ABCD'), 0) |
|
1413
|
|
|
self.assertEqual(sim_lcsstr('ABCD', 'ABCD'), 1) |
|
1414
|
|
|
self.assertAlmostEqual(sim_lcsstr('ABCD', 'BC'), 2/4) |
|
1415
|
|
|
self.assertAlmostEqual(sim_lcsstr('ABCD', 'AD'), 1/4) |
|
1416
|
|
|
self.assertAlmostEqual(sim_lcsstr('ABCD', 'AC'), 1/4) |
|
1417
|
|
|
self.assertAlmostEqual(sim_lcsstr('AB', 'CD'), 0) |
|
1418
|
|
|
self.assertAlmostEqual(sim_lcsstr('ABC', 'BCD'), 2/3) |
|
1419
|
|
|
|
|
1420
|
|
|
self.assertAlmostEqual(sim_lcsstr('DIXON', 'DICKSONX'), 2/8) |
|
1421
|
|
|
|
|
1422
|
|
|
# https://en.wikipedia.org/wiki/Longest_common_subsequence_problem |
|
1423
|
|
|
self.assertAlmostEqual(sim_lcsstr('AGCAT', 'GAC'), 1/5) |
|
1424
|
|
|
self.assertAlmostEqual(sim_lcsstr('XMJYAUZ', 'MZJAWXU'), 1/7) |
|
1425
|
|
|
|
|
1426
|
|
|
# https://github.com/jwmerrill/factor/blob/master/basis/lcs/lcs-tests.factor |
|
1427
|
|
|
self.assertAlmostEqual(sim_lcsstr('hell', 'hello'), 4/5) |
|
1428
|
|
|
self.assertAlmostEqual(sim_lcsstr('hello', 'hell'), 4/5) |
|
1429
|
|
|
self.assertAlmostEqual(sim_lcsstr('ell', 'hell'), 3/4) |
|
1430
|
|
|
self.assertAlmostEqual(sim_lcsstr('hell', 'ell'), 3/4) |
|
1431
|
|
|
self.assertAlmostEqual(sim_lcsstr('faxbcd', 'abdef'), 1/6) |
|
1432
|
|
|
|
|
1433
|
|
|
# http://www.unesco.org/culture/languages-atlas/assets/_core/php/qcubed_unit_tests.php |
|
1434
|
|
|
self.assertAlmostEqual(sim_lcsstr('hello world', 'world war 2'), 5/11) |
|
1435
|
|
|
self.assertAlmostEqual(sim_lcsstr('foo bar', 'bar foo'), 3/7) |
|
1436
|
|
|
self.assertAlmostEqual(sim_lcsstr('aaa', 'aa'), 2/3) |
|
1437
|
|
|
self.assertAlmostEqual(sim_lcsstr('cc', 'bbbbcccccc'), 2/10) |
|
1438
|
|
|
self.assertAlmostEqual(sim_lcsstr('ccc', 'bcbb'), 1/4) |
|
1439
|
|
|
|
|
1440
|
|
|
def test_dist_lcsstr(self): |
|
1441
|
|
|
"""Test abydos.distance.dist_lcsstr.""" |
|
1442
|
|
|
self.assertEqual(dist_lcsstr('', ''), 0) |
|
1443
|
|
|
self.assertEqual(dist_lcsstr('A', ''), 1) |
|
1444
|
|
|
self.assertEqual(dist_lcsstr('', 'A'), 1) |
|
1445
|
|
|
self.assertEqual(dist_lcsstr('A', 'A'), 0) |
|
1446
|
|
|
self.assertEqual(dist_lcsstr('ABCD', ''), 1) |
|
1447
|
|
|
self.assertEqual(dist_lcsstr('', 'ABCD'), 1) |
|
1448
|
|
|
self.assertEqual(dist_lcsstr('ABCD', 'ABCD'), 0) |
|
1449
|
|
|
self.assertAlmostEqual(dist_lcsstr('ABCD', 'BC'), 2/4) |
|
1450
|
|
|
self.assertAlmostEqual(dist_lcsstr('ABCD', 'AD'), 3/4) |
|
1451
|
|
|
self.assertAlmostEqual(dist_lcsstr('ABCD', 'AC'), 3/4) |
|
1452
|
|
|
self.assertAlmostEqual(dist_lcsstr('AB', 'CD'), 1) |
|
1453
|
|
|
self.assertAlmostEqual(dist_lcsstr('ABC', 'BCD'), 1/3) |
|
1454
|
|
|
|
|
1455
|
|
|
self.assertAlmostEqual(dist_lcsstr('DIXON', 'DICKSONX'), 6/8) |
|
1456
|
|
|
|
|
1457
|
|
|
# https://en.wikipedia.org/wiki/Longest_common_subsequence_problem |
|
1458
|
|
|
self.assertAlmostEqual(dist_lcsstr('AGCAT', 'GAC'), 4/5) |
|
1459
|
|
|
self.assertAlmostEqual(dist_lcsstr('XMJYAUZ', 'MZJAWXU'), 6/7) |
|
1460
|
|
|
|
|
1461
|
|
|
# https://github.com/jwmerrill/factor/blob/master/basis/lcs/lcs-tests.factor |
|
1462
|
|
|
self.assertAlmostEqual(dist_lcsstr('hell', 'hello'), 1/5) |
|
1463
|
|
|
self.assertAlmostEqual(dist_lcsstr('hello', 'hell'), 1/5) |
|
1464
|
|
|
self.assertAlmostEqual(dist_lcsstr('ell', 'hell'), 1/4) |
|
1465
|
|
|
self.assertAlmostEqual(dist_lcsstr('hell', 'ell'), 1/4) |
|
1466
|
|
|
self.assertAlmostEqual(dist_lcsstr('faxbcd', 'abdef'), 5/6) |
|
1467
|
|
|
|
|
1468
|
|
|
# http://www.unesco.org/culture/languages-atlas/assets/_core/php/qcubed_unit_tests.php |
|
1469
|
|
|
self.assertAlmostEqual(dist_lcsstr('hello world', 'world war 2'), 6/11) |
|
1470
|
|
|
self.assertAlmostEqual(dist_lcsstr('foo bar', 'bar foo'), 4/7) |
|
1471
|
|
|
self.assertAlmostEqual(dist_lcsstr('aaa', 'aa'), 1/3) |
|
1472
|
|
|
self.assertAlmostEqual(dist_lcsstr('cc', 'bbbbcccccc'), 8/10) |
|
1473
|
|
|
self.assertAlmostEqual(dist_lcsstr('ccc', 'bcbb'), 3/4) |
|
1474
|
|
|
|
|
1475
|
|
|
|
|
1476
|
|
|
class RatcliffObershelpTestCases(unittest.TestCase): |
|
1477
|
|
|
"""Test Ratcliff-Obserhelp functions. |
|
1478
|
|
|
|
|
1479
|
|
|
abydos.distance.sim_ratcliff_obershelp, & |
|
1480
|
|
|
abydos.distance.dist_ratcliff_obershelp |
|
1481
|
|
|
""" |
|
1482
|
|
|
|
|
1483
|
|
|
def test_sim_ratcliff_obershelp(self): |
|
1484
|
|
|
"""Test abydos.distance.sim_ratcliff_obershelp.""" |
|
1485
|
|
|
# https://github.com/rockymadden/stringmetric/blob/master/core/src/test/scala/com/rockymadden/stringmetric/similarity/RatcliffObershelpMetricSpec.scala |
|
1486
|
|
|
self.assertEqual(sim_ratcliff_obershelp('', ''), 1) |
|
1487
|
|
|
self.assertEqual(sim_ratcliff_obershelp('abc', ''), 0) |
|
1488
|
|
|
self.assertEqual(sim_ratcliff_obershelp('', 'xyz'), 0) |
|
1489
|
|
|
self.assertEqual(sim_ratcliff_obershelp('abc', 'abc'), 1) |
|
1490
|
|
|
self.assertEqual(sim_ratcliff_obershelp('123', '123'), 1) |
|
1491
|
|
|
self.assertEqual(sim_ratcliff_obershelp('abc', 'xyz'), 0) |
|
1492
|
|
|
self.assertEqual(sim_ratcliff_obershelp('123', '456'), 0) |
|
1493
|
|
|
self.assertAlmostEqual(sim_ratcliff_obershelp('aleksander', |
|
1494
|
|
|
'alexandre'), |
|
1495
|
|
|
0.7368421052631579) |
|
1496
|
|
|
self.assertAlmostEqual(sim_ratcliff_obershelp('alexandre', |
|
1497
|
|
|
'aleksander'), |
|
1498
|
|
|
0.7368421052631579) |
|
1499
|
|
|
self.assertAlmostEqual(sim_ratcliff_obershelp('pennsylvania', |
|
1500
|
|
|
'pencilvaneya'), |
|
1501
|
|
|
0.6666666666666666) |
|
1502
|
|
|
self.assertAlmostEqual(sim_ratcliff_obershelp('pencilvaneya', |
|
1503
|
|
|
'pennsylvania'), |
|
1504
|
|
|
0.6666666666666666) |
|
1505
|
|
|
self.assertAlmostEqual(sim_ratcliff_obershelp('abcefglmn', 'abefglmo'), |
|
1506
|
|
|
0.8235294117647058) |
|
1507
|
|
|
self.assertAlmostEqual(sim_ratcliff_obershelp('abefglmo', 'abcefglmn'), |
|
1508
|
|
|
0.8235294117647058) |
|
1509
|
|
|
|
|
1510
|
|
|
with open(TESTDIR+'/corpora/variantNames.csv') as cav_testset: |
|
1511
|
|
|
next(cav_testset) |
|
1512
|
|
|
for line in cav_testset: |
|
1513
|
|
|
line = line.strip().split(',') |
|
1514
|
|
|
word1, word2 = line[0], line[4] |
|
1515
|
|
|
self.assertAlmostEqual(sim_ratcliff_obershelp(word1, word2), |
|
1516
|
|
|
SequenceMatcher(None, word1, |
|
1517
|
|
|
word2).ratio()) |
|
1518
|
|
|
|
|
1519
|
|
|
with open(TESTDIR+'/corpora/wikipediaCommonMisspellings.csv') as missp: |
|
1520
|
|
|
next(missp) |
|
1521
|
|
|
for line in missp: |
|
1522
|
|
|
line = line.strip().upper() |
|
1523
|
|
|
line = ''.join([_ for _ in line.strip() if _ in |
|
1524
|
|
|
tuple('ABCDEFGHIJKLMNOPQRSTUVWXYZ,')]) |
|
1525
|
|
|
word1, word2 = line.split(',') |
|
1526
|
|
|
# print(word1, word2e) |
|
1527
|
|
|
self.assertAlmostEqual(sim_ratcliff_obershelp(word1, word2), |
|
1528
|
|
|
SequenceMatcher(None, word1, |
|
1529
|
|
|
word2).ratio()) |
|
1530
|
|
|
|
|
1531
|
|
|
def test_dist_ratcliff_obershelp(self): |
|
1532
|
|
|
"""Test abydos.distance.dist_ratcliff_obershelp.""" |
|
1533
|
|
|
# https://github.com/rockymadden/stringmetric/blob/master/core/src/test/scala/com/rockymadden/stringmetric/similarity/RatcliffObershelpMetricSpec.scala |
|
1534
|
|
|
self.assertEqual(dist_ratcliff_obershelp('', ''), 0) |
|
1535
|
|
|
self.assertEqual(dist_ratcliff_obershelp('abc', ''), 1) |
|
1536
|
|
|
self.assertEqual(dist_ratcliff_obershelp('', 'xyz'), 1) |
|
1537
|
|
|
self.assertEqual(dist_ratcliff_obershelp('abc', 'abc'), 0) |
|
1538
|
|
|
self.assertEqual(dist_ratcliff_obershelp('123', '123'), 0) |
|
1539
|
|
|
self.assertEqual(dist_ratcliff_obershelp('abc', 'xyz'), 1) |
|
1540
|
|
|
self.assertEqual(dist_ratcliff_obershelp('123', '456'), 1) |
|
1541
|
|
|
self.assertAlmostEqual(dist_ratcliff_obershelp('aleksander', |
|
1542
|
|
|
'alexandre'), |
|
1543
|
|
|
0.2631578947368421) |
|
1544
|
|
|
self.assertAlmostEqual(dist_ratcliff_obershelp('alexandre', |
|
1545
|
|
|
'aleksander'), |
|
1546
|
|
|
0.2631578947368421) |
|
1547
|
|
|
self.assertAlmostEqual(dist_ratcliff_obershelp('pennsylvania', |
|
1548
|
|
|
'pencilvaneya'), |
|
1549
|
|
|
0.3333333333333333) |
|
1550
|
|
|
self.assertAlmostEqual(dist_ratcliff_obershelp('pencilvaneya', |
|
1551
|
|
|
'pennsylvania'), |
|
1552
|
|
|
0.3333333333333333) |
|
1553
|
|
|
self.assertAlmostEqual(dist_ratcliff_obershelp('abcefglmn', |
|
1554
|
|
|
'abefglmo'), |
|
1555
|
|
|
0.1764705882352941) |
|
1556
|
|
|
self.assertAlmostEqual(dist_ratcliff_obershelp('abefglmo', |
|
1557
|
|
|
'abcefglmn'), |
|
1558
|
|
|
0.1764705882352941) |
|
1559
|
|
|
|
|
1560
|
|
|
|
|
1561
|
|
|
class MraTestCases(unittest.TestCase): |
|
1562
|
|
|
"""Test MRA functions. |
|
1563
|
|
|
|
|
1564
|
|
|
abydos.distance.mra_compare, .sim_mra & .dist_mra |
|
1565
|
|
|
""" |
|
1566
|
|
|
|
|
1567
|
|
|
def test_mra_compare(self): |
|
1568
|
|
|
"""Test abydos.distance.mra_compare.""" |
|
1569
|
|
|
self.assertEqual(mra_compare('', ''), 6) |
|
1570
|
|
|
self.assertEqual(mra_compare('a', 'a'), 6) |
|
1571
|
|
|
self.assertEqual(mra_compare('abcdefg', 'abcdefg'), 6) |
|
1572
|
|
|
self.assertEqual(mra_compare('abcdefg', ''), 0) |
|
1573
|
|
|
self.assertEqual(mra_compare('', 'abcdefg'), 0) |
|
1574
|
|
|
|
|
1575
|
|
|
# https://en.wikipedia.org/wiki/Match_rating_approach |
|
1576
|
|
|
self.assertEqual(mra_compare('Byrne', 'Boern'), 5) |
|
1577
|
|
|
self.assertEqual(mra_compare('Smith', 'Smyth'), 5) |
|
1578
|
|
|
self.assertEqual(mra_compare('Catherine', 'Kathryn'), 4) |
|
1579
|
|
|
|
|
1580
|
|
|
self.assertEqual(mra_compare('ab', 'abcdefgh'), 0) |
|
1581
|
|
|
self.assertEqual(mra_compare('ab', 'ac'), 5) |
|
1582
|
|
|
self.assertEqual(mra_compare('abcdefik', 'abcdefgh'), 3) |
|
1583
|
|
|
self.assertEqual(mra_compare('xyz', 'abc'), 0) |
|
1584
|
|
|
|
|
1585
|
|
|
def test_sim_mra(self): |
|
1586
|
|
|
"""Test abydos.distance.sim_mra.""" |
|
1587
|
|
|
self.assertEqual(sim_mra('', ''), 1) |
|
1588
|
|
|
self.assertEqual(sim_mra('a', 'a'), 1) |
|
1589
|
|
|
self.assertEqual(sim_mra('abcdefg', 'abcdefg'), 1) |
|
1590
|
|
|
self.assertEqual(sim_mra('abcdefg', ''), 0) |
|
1591
|
|
|
self.assertEqual(sim_mra('', 'abcdefg'), 0) |
|
1592
|
|
|
|
|
1593
|
|
|
# https://en.wikipedia.org/wiki/Match_rating_approach |
|
1594
|
|
|
self.assertEqual(sim_mra('Byrne', 'Boern'), 5/6) |
|
1595
|
|
|
self.assertEqual(sim_mra('Smith', 'Smyth'), 5/6) |
|
1596
|
|
|
self.assertEqual(sim_mra('Catherine', 'Kathryn'), 4/6) |
|
1597
|
|
|
|
|
1598
|
|
|
self.assertEqual(sim_mra('ab', 'abcdefgh'), 0) |
|
1599
|
|
|
self.assertEqual(sim_mra('ab', 'ac'), 5/6) |
|
1600
|
|
|
self.assertEqual(sim_mra('abcdefik', 'abcdefgh'), 3/6) |
|
1601
|
|
|
self.assertEqual(sim_mra('xyz', 'abc'), 0) |
|
1602
|
|
|
|
|
1603
|
|
|
def test_dist_mra(self): |
|
1604
|
|
|
"""Test abydos.distance.dist_mra.""" |
|
1605
|
|
|
self.assertEqual(dist_mra('', ''), 0) |
|
1606
|
|
|
self.assertEqual(dist_mra('a', 'a'), 0) |
|
1607
|
|
|
self.assertEqual(dist_mra('abcdefg', 'abcdefg'), 0) |
|
1608
|
|
|
self.assertEqual(dist_mra('abcdefg', ''), 1) |
|
1609
|
|
|
self.assertEqual(dist_mra('', 'abcdefg'), 1) |
|
1610
|
|
|
|
|
1611
|
|
|
# https://en.wikipedia.org/wiki/Match_rating_approach |
|
1612
|
|
|
self.assertAlmostEqual(dist_mra('Byrne', 'Boern'), 1/6) |
|
1613
|
|
|
self.assertAlmostEqual(dist_mra('Smith', 'Smyth'), 1/6) |
|
1614
|
|
|
self.assertAlmostEqual(dist_mra('Catherine', 'Kathryn'), 2/6) |
|
1615
|
|
|
|
|
1616
|
|
|
self.assertEqual(dist_mra('ab', 'abcdefgh'), 1) |
|
1617
|
|
|
self.assertAlmostEqual(dist_mra('ab', 'ac'), 1/6) |
|
1618
|
|
|
self.assertAlmostEqual(dist_mra('abcdefik', 'abcdefgh'), 3/6) |
|
1619
|
|
|
self.assertEqual(dist_mra('xyz', 'abc'), 1) |
|
1620
|
|
|
|
|
1621
|
|
|
|
|
1622
|
|
|
class CompressionTestCases(unittest.TestCase): |
|
1623
|
|
|
"""Test compression distance functions. |
|
1624
|
|
|
|
|
1625
|
|
|
abydos.distance.dist_compression & .sim_compression |
|
1626
|
|
|
""" |
|
1627
|
|
|
|
|
1628
|
|
|
arith_dict = ac_train(' '.join(NIALL)) |
|
1629
|
|
|
|
|
1630
|
|
|
def test_dist_compression(self): |
|
1631
|
|
|
"""Test abydos.distance.dist_compression.""" |
|
1632
|
|
|
self.assertEqual(dist_compression('', ''), 0) |
|
1633
|
|
|
self.assertEqual(dist_compression('', '', 'bzip2'), 0) |
|
1634
|
|
|
self.assertEqual(dist_compression('', '', 'zlib'), 0) |
|
1635
|
|
|
self.assertEqual(dist_compression('', '', 'arith'), 0) |
|
1636
|
|
|
self.assertEqual(dist_compression('', '', 'arith', self.arith_dict), 0) |
|
1637
|
|
|
self.assertEqual(dist_compression('', '', 'rle'), 0) |
|
1638
|
|
|
self.assertEqual(dist_compression('', '', 'bwtrle'), 0) |
|
1639
|
|
|
|
|
1640
|
|
|
self.assertGreater(dist_compression('a', ''), 0) |
|
1641
|
|
|
self.assertGreater(dist_compression('a', '', 'bzip2'), 0) |
|
1642
|
|
|
self.assertGreater(dist_compression('a', '', 'zlib'), 0) |
|
1643
|
|
|
self.assertGreater(dist_compression('a', '', 'arith'), 0) |
|
1644
|
|
|
self.assertGreater(dist_compression('a', '', 'arith', self.arith_dict), |
|
1645
|
|
|
0) |
|
1646
|
|
|
self.assertGreater(dist_compression('a', '', 'rle'), 0) |
|
1647
|
|
|
self.assertGreater(dist_compression('a', '', 'bwtrle'), 0) |
|
1648
|
|
|
|
|
1649
|
|
|
self.assertGreater(dist_compression('abcdefg', 'fg'), 0) |
|
1650
|
|
|
self.assertGreater(dist_compression('abcdefg', 'fg', 'bzip2'), 0) |
|
1651
|
|
|
self.assertGreater(dist_compression('abcdefg', 'fg', 'zlib'), 0) |
|
1652
|
|
|
self.assertGreater(dist_compression('abcdefg', 'fg', 'arith'), 0) |
|
1653
|
|
|
self.assertGreater(dist_compression('abcdefg', 'fg', 'rle'), 0) |
|
1654
|
|
|
self.assertGreater(dist_compression('abcdefg', 'fg', 'bwtrle'), 0) |
|
1655
|
|
|
|
|
1656
|
|
|
def test_dist_compression_arith(self): |
|
1657
|
|
|
"""Test abydos.distance.dist_compression (arithmetric compression).""" |
|
1658
|
|
|
self.assertAlmostEqual(dist_compression('Niall', 'Neil', 'arith', |
|
1659
|
|
|
self.arith_dict), |
|
1660
|
|
|
0.608695652173913) |
|
1661
|
|
|
self.assertAlmostEqual(dist_compression('Neil', 'Niall', 'arith', |
|
1662
|
|
|
self.arith_dict), |
|
1663
|
|
|
0.608695652173913) |
|
1664
|
|
|
self.assertAlmostEqual(dist_compression('Niall', 'Neil', 'arith'), |
|
1665
|
|
|
0.6875) |
|
1666
|
|
|
self.assertAlmostEqual(dist_compression('Neil', 'Niall', 'arith'), |
|
1667
|
|
|
0.6875) |
|
1668
|
|
|
self.assertAlmostEqual(dist_compression('Njáll', 'Njall', 'arith', |
|
1669
|
|
|
self.arith_dict), |
|
1670
|
|
|
0.714285714285714) |
|
1671
|
|
|
self.assertAlmostEqual(dist_compression('Njall', 'Njáll', 'arith', |
|
1672
|
|
|
self.arith_dict), |
|
1673
|
|
|
0.714285714285714) |
|
1674
|
|
|
self.assertAlmostEqual(dist_compression('Njáll', 'Njall', 'arith'), |
|
1675
|
|
|
0.75) |
|
1676
|
|
|
self.assertAlmostEqual(dist_compression('Njall', 'Njáll', 'arith'), |
|
1677
|
|
|
0.75) |
|
1678
|
|
|
|
|
1679
|
|
|
def test_dist_compression_rle(self): |
|
1680
|
|
|
"""Test abydos.distance.dist_compression (RLE & BWT+RLE).""" |
|
1681
|
|
|
self.assertAlmostEqual(dist_compression('abc', 'abc', 'rle'), 0) |
|
1682
|
|
|
self.assertAlmostEqual(dist_compression('abc', 'def', 'rle'), 1) |
|
1683
|
|
|
|
|
1684
|
|
|
self.assertAlmostEqual(dist_compression('abc', 'abc', 'bwtrle'), 0) |
|
1685
|
|
|
self.assertAlmostEqual(dist_compression('abc', 'def', 'bwtrle'), 0.75) |
|
1686
|
|
|
|
|
1687
|
|
|
self.assertAlmostEqual(dist_compression('aaa', 'bbaaa', 'rle'), 0.5) |
|
1688
|
|
|
self.assertAlmostEqual(dist_compression('abb', 'bbba', 'rle'), 1/3) |
|
1689
|
|
|
self.assertAlmostEqual(dist_compression('banana', 'banane', 'bwtrle'), |
|
1690
|
|
|
0.57142857142) |
|
1691
|
|
|
self.assertAlmostEqual(dist_compression('bananas', 'bananen', |
|
1692
|
|
|
'bwtrle'), |
|
1693
|
|
|
0.5) |
|
1694
|
|
|
|
|
1695
|
|
|
def test_sim_compression(self): |
|
1696
|
|
|
"""Test abydos.distance.sim_compression.""" |
|
1697
|
|
|
self.assertEqual(sim_compression('', ''), 1) |
|
1698
|
|
|
self.assertEqual(sim_compression('', '', 'bzip2'), 1) |
|
1699
|
|
|
self.assertEqual(sim_compression('', '', 'zlib'), 1) |
|
1700
|
|
|
self.assertEqual(sim_compression('', '', 'arith'), 1) |
|
1701
|
|
|
self.assertEqual(sim_compression('', '', 'arith', self.arith_dict), 1) |
|
1702
|
|
|
self.assertEqual(sim_compression('', '', 'rle'), 1) |
|
1703
|
|
|
self.assertEqual(sim_compression('', '', 'bwtrle'), 1) |
|
1704
|
|
|
|
|
1705
|
|
|
self.assertLess(sim_compression('a', ''), 1) |
|
1706
|
|
|
self.assertLess(sim_compression('a', '', 'bzip2'), 1) |
|
1707
|
|
|
self.assertLess(sim_compression('a', '', 'zlib'), 1) |
|
1708
|
|
|
self.assertLess(sim_compression('a', '', 'arith'), 1) |
|
1709
|
|
|
self.assertLess(sim_compression('a', '', 'arith', self.arith_dict), 1) |
|
1710
|
|
|
self.assertLess(sim_compression('a', '', 'rle'), 1) |
|
1711
|
|
|
self.assertLess(sim_compression('a', '', 'bwtrle'), 1) |
|
1712
|
|
|
|
|
1713
|
|
|
self.assertLess(sim_compression('abcdefg', 'fg'), 1) |
|
1714
|
|
|
self.assertLess(sim_compression('abcdefg', 'fg', 'bzip2'), 1) |
|
1715
|
|
|
self.assertLess(sim_compression('abcdefg', 'fg', 'zlib'), 1) |
|
1716
|
|
|
self.assertLess(sim_compression('abcdefg', 'fg', 'arith'), 1) |
|
1717
|
|
|
self.assertLess(sim_compression('abcdefg', 'fg', 'rle'), 1) |
|
1718
|
|
|
self.assertLess(sim_compression('abcdefg', 'fg', 'bwtrle'), 1) |
|
1719
|
|
|
|
|
1720
|
|
|
def test_sim_compression_arith(self): |
|
1721
|
|
|
"""Test abydos.distance.sim_compression (arithmetric compression).""" |
|
1722
|
|
|
self.assertAlmostEqual(sim_compression('Niall', 'Neil', 'arith', |
|
1723
|
|
|
self.arith_dict), |
|
1724
|
|
|
0.3913043478260869) |
|
1725
|
|
|
self.assertAlmostEqual(sim_compression('Neil', 'Niall', 'arith', |
|
1726
|
|
|
self.arith_dict), |
|
1727
|
|
|
0.3913043478260869) |
|
1728
|
|
|
self.assertAlmostEqual(sim_compression('Niall', 'Neil', 'arith'), |
|
1729
|
|
|
0.3125) |
|
1730
|
|
|
self.assertAlmostEqual(sim_compression('Neil', 'Niall', 'arith'), |
|
1731
|
|
|
0.3125) |
|
1732
|
|
|
self.assertAlmostEqual(sim_compression('Njáll', 'Njall', 'arith', |
|
1733
|
|
|
self.arith_dict), |
|
1734
|
|
|
0.285714285714285) |
|
1735
|
|
|
self.assertAlmostEqual(sim_compression('Njall', 'Njáll', 'arith', |
|
1736
|
|
|
self.arith_dict), |
|
1737
|
|
|
0.285714285714285) |
|
1738
|
|
|
self.assertAlmostEqual(sim_compression('Njáll', 'Njall', 'arith'), |
|
1739
|
|
|
0.25) |
|
1740
|
|
|
self.assertAlmostEqual(sim_compression('Njall', 'Njáll', 'arith'), |
|
1741
|
|
|
0.25) |
|
1742
|
|
|
|
|
1743
|
|
|
def test_sim_compression_rle(self): |
|
1744
|
|
|
"""Test abydos.distance.sim_compression (RLE & BWT+RLE).""" |
|
1745
|
|
|
self.assertAlmostEqual(sim_compression('abc', 'abc', 'rle'), 1) |
|
1746
|
|
|
self.assertAlmostEqual(sim_compression('abc', 'def', 'rle'), 0) |
|
1747
|
|
|
|
|
1748
|
|
|
self.assertAlmostEqual(sim_compression('abc', 'abc', 'bwtrle'), 1) |
|
1749
|
|
|
self.assertAlmostEqual(sim_compression('abc', 'def', 'bwtrle'), 0.25) |
|
1750
|
|
|
|
|
1751
|
|
|
self.assertAlmostEqual(sim_compression('aaa', 'bbaaa', 'rle'), 0.5) |
|
1752
|
|
|
self.assertAlmostEqual(sim_compression('abb', 'bbba', 'rle'), 2/3) |
|
1753
|
|
|
self.assertAlmostEqual(sim_compression('banana', 'banane', 'bwtrle'), |
|
1754
|
|
|
0.42857142857) |
|
1755
|
|
|
self.assertAlmostEqual(sim_compression('bananas', 'bananen', 'bwtrle'), |
|
1756
|
|
|
0.5) |
|
1757
|
|
|
|
|
1758
|
|
|
def test_lzma(self): |
|
1759
|
|
|
"""Test LZMA-related sim/dist functions.""" |
|
1760
|
|
|
if bool(pkgutil.find_loader('lzma')): |
|
1761
|
|
|
self.assertEqual(dist_compression('', '', 'lzma'), 0) |
|
1762
|
|
|
self.assertGreater(dist_compression('a', '', 'lzma'), 0) |
|
1763
|
|
|
self.assertGreater(dist_compression('abcdefg', 'fg', 'lzma'), 0) |
|
1764
|
|
|
self.assertEqual(sim_compression('', '', 'lzma'), 1) |
|
1765
|
|
|
self.assertLess(sim_compression('a', '', 'lzma'), 1) |
|
1766
|
|
|
self.assertLess(sim_compression('abcdefg', 'fg', 'lzma'), 1) |
|
1767
|
|
|
del sys.modules['lzma'] |
|
1768
|
|
|
|
|
1769
|
|
|
self.assertRaises(ValueError, dist_compression, 'a', '', 'lzma') |
|
1770
|
|
|
|
|
1771
|
|
|
|
|
1772
|
|
|
class MongeElkanTestCases(unittest.TestCase): |
|
1773
|
|
|
"""Test Monge-Elkan functions. |
|
1774
|
|
|
|
|
1775
|
|
|
abydos.distance.sim_monge_elkan & .dist_monge_elkan |
|
1776
|
|
|
""" |
|
1777
|
|
|
|
|
1778
|
|
|
def test_sim_monge_elkan(self): |
|
1779
|
|
|
"""Test abydos.distance.sim_monge_elkan.""" |
|
1780
|
|
|
self.assertEqual(sim_monge_elkan('', ''), 1) |
|
1781
|
|
|
self.assertEqual(sim_monge_elkan('', 'a'), 0) |
|
1782
|
|
|
self.assertEqual(sim_monge_elkan('a', 'a'), 1) |
|
1783
|
|
|
|
|
1784
|
|
|
self.assertEqual(sim_monge_elkan('Niall', 'Neal'), 3/4) |
|
1785
|
|
|
self.assertEqual(sim_monge_elkan('Niall', 'Njall'), 5/6) |
|
1786
|
|
|
self.assertEqual(sim_monge_elkan('Niall', 'Niel'), 3/4) |
|
1787
|
|
|
self.assertEqual(sim_monge_elkan('Niall', 'Nigel'), 3/4) |
|
1788
|
|
|
|
|
1789
|
|
|
self.assertEqual(sim_monge_elkan('Niall', 'Neal', symmetric=True), |
|
1790
|
|
|
31/40) |
|
1791
|
|
|
self.assertEqual(sim_monge_elkan('Niall', 'Njall', symmetric=True), |
|
1792
|
|
|
5/6) |
|
1793
|
|
|
self.assertEqual(sim_monge_elkan('Niall', 'Niel', symmetric=True), |
|
1794
|
|
|
31/40) |
|
1795
|
|
|
self.assertAlmostEqual(sim_monge_elkan('Niall', 'Nigel', |
|
1796
|
|
|
symmetric=True), 17/24) |
|
1797
|
|
|
|
|
1798
|
|
|
def test_dist_monge_elkan(self): |
|
1799
|
|
|
"""Test abydos.distance.dist_monge_elkan.""" |
|
1800
|
|
|
self.assertEqual(dist_monge_elkan('', ''), 0) |
|
1801
|
|
|
self.assertEqual(dist_monge_elkan('', 'a'), 1) |
|
1802
|
|
|
|
|
1803
|
|
|
self.assertEqual(dist_monge_elkan('Niall', 'Neal'), 1/4) |
|
1804
|
|
|
self.assertAlmostEqual(dist_monge_elkan('Niall', 'Njall'), 1/6) |
|
1805
|
|
|
self.assertEqual(dist_monge_elkan('Niall', 'Niel'), 1/4) |
|
1806
|
|
|
self.assertEqual(dist_monge_elkan('Niall', 'Nigel'), 1/4) |
|
1807
|
|
|
|
|
1808
|
|
|
self.assertAlmostEqual(dist_monge_elkan('Niall', 'Neal', |
|
1809
|
|
|
symmetric=True), 9/40) |
|
1810
|
|
|
self.assertAlmostEqual(dist_monge_elkan('Niall', 'Njall', |
|
1811
|
|
|
symmetric=True), 1/6) |
|
1812
|
|
|
self.assertAlmostEqual(dist_monge_elkan('Niall', 'Niel', |
|
1813
|
|
|
symmetric=True), 9/40) |
|
1814
|
|
|
self.assertAlmostEqual(dist_monge_elkan('Niall', 'Nigel', |
|
1815
|
|
|
symmetric=True), 7/24) |
|
1816
|
|
|
|
|
1817
|
|
|
|
|
1818
|
|
|
class IdentityTestCases(unittest.TestCase): |
|
1819
|
|
|
"""Test identity similarity functions. |
|
1820
|
|
|
|
|
1821
|
|
|
abydos.distance.sim_ident & .dist_ident |
|
1822
|
|
|
""" |
|
1823
|
|
|
|
|
1824
|
|
|
def test_sim_ident(self): |
|
1825
|
|
|
"""Test abydos.distance.sim_ident.""" |
|
1826
|
|
|
self.assertEqual(sim_ident('', ''), 1) |
|
1827
|
|
|
self.assertEqual(sim_ident('', 'a'), 0) |
|
1828
|
|
|
self.assertEqual(sim_ident('a', ''), 0) |
|
1829
|
|
|
self.assertEqual(sim_ident('a', 'a'), 1) |
|
1830
|
|
|
self.assertEqual(sim_ident('abcd', 'abcd'), 1) |
|
1831
|
|
|
self.assertEqual(sim_ident('abcd', 'dcba'), 0) |
|
1832
|
|
|
self.assertEqual(sim_ident('abc', 'cba'), 0) |
|
1833
|
|
|
|
|
1834
|
|
|
def test_dist_ident(self): |
|
1835
|
|
|
"""Test abydos.distance.dist_ident.""" |
|
1836
|
|
|
self.assertEqual(dist_ident('', ''), 0) |
|
1837
|
|
|
self.assertEqual(dist_ident('', 'a'), 1) |
|
1838
|
|
|
self.assertEqual(dist_ident('a', ''), 1) |
|
1839
|
|
|
self.assertEqual(dist_ident('a', 'a'), 0) |
|
1840
|
|
|
self.assertEqual(dist_ident('abcd', 'abcd'), 0) |
|
1841
|
|
|
self.assertEqual(dist_ident('abcd', 'dcba'), 1) |
|
1842
|
|
|
self.assertEqual(dist_ident('abc', 'cba'), 1) |
|
1843
|
|
|
|
|
1844
|
|
|
|
|
1845
|
|
|
def _sim_wikipedia(src, tar): |
|
1846
|
|
|
"""Return a similarity score for two DNA base pairs. |
|
1847
|
|
|
|
|
1848
|
|
|
Values copied from: |
|
1849
|
|
|
https://en.wikipedia.org/wiki/Needleman%E2%80%93Wunsch_algorithm |
|
1850
|
|
|
""" |
|
1851
|
|
|
nw_matrix = {('A', 'A'): 10, ('G', 'G'): 7, ('C', 'C'): 9, ('T', 'T'): 8, |
|
1852
|
|
|
('A', 'G'): -1, ('A', 'C'): -3, ('A', 'T'): -4, |
|
1853
|
|
|
('G', 'C'): -5, ('G', 'T'): -3, ('C', 'T'): 0} |
|
1854
|
|
|
return sim_matrix(src, tar, nw_matrix, symmetric=True, alphabet='CGAT') |
|
1855
|
|
|
|
|
1856
|
|
|
|
|
1857
|
|
|
def _sim_nw(src, tar): |
|
1858
|
|
|
"""Return 1 if src is tar, otherwise -1.""" |
|
1859
|
|
|
return 2*float(src is tar)-1 |
|
1860
|
|
|
|
|
1861
|
|
|
|
|
1862
|
|
|
class MatrixSimTestCases(unittest.TestCase): |
|
1863
|
|
|
"""Test matrix similarity functions. |
|
1864
|
|
|
|
|
1865
|
|
|
abydos.distance.sim_matrix |
|
1866
|
|
|
""" |
|
1867
|
|
|
|
|
1868
|
|
|
def test_sim_matrix(self): |
|
1869
|
|
|
"""Test abydos.distance.sim_matrix.""" |
|
1870
|
|
|
self.assertEqual(sim_matrix('', ''), 1) |
|
1871
|
|
|
self.assertEqual(sim_matrix('', 'a'), 0) |
|
1872
|
|
|
self.assertEqual(sim_matrix('a', ''), 0) |
|
1873
|
|
|
self.assertEqual(sim_matrix('a', 'a'), 1) |
|
1874
|
|
|
self.assertEqual(sim_matrix('abcd', 'abcd'), 1) |
|
1875
|
|
|
self.assertEqual(sim_matrix('abcd', 'dcba'), 0) |
|
1876
|
|
|
self.assertEqual(sim_matrix('abc', 'cba'), 0) |
|
1877
|
|
|
|
|
1878
|
|
|
# https://en.wikipedia.org/wiki/Needleman–Wunsch_algorithm |
|
1879
|
|
|
self.assertEqual(_sim_wikipedia('A', 'C'), -3) |
|
1880
|
|
|
self.assertEqual(_sim_wikipedia('G', 'G'), 7) |
|
1881
|
|
|
self.assertEqual(_sim_wikipedia('A', 'A'), 10) |
|
1882
|
|
|
self.assertEqual(_sim_wikipedia('T', 'A'), -4) |
|
1883
|
|
|
self.assertEqual(_sim_wikipedia('T', 'C'), 0) |
|
1884
|
|
|
self.assertEqual(_sim_wikipedia('A', 'G'), -1) |
|
1885
|
|
|
self.assertEqual(_sim_wikipedia('C', 'T'), 0) |
|
1886
|
|
|
|
|
1887
|
|
|
self.assertRaises(ValueError, sim_matrix, 'abc', 'cba', alphabet='ab') |
|
1888
|
|
|
self.assertRaises(ValueError, sim_matrix, 'abc', 'ba', alphabet='ab') |
|
1889
|
|
|
self.assertRaises(ValueError, sim_matrix, 'ab', 'cba', alphabet='ab') |
|
1890
|
|
|
|
|
1891
|
|
|
|
|
1892
|
|
|
class NeedlemanWunschTestCases(unittest.TestCase): |
|
1893
|
|
|
"""Test Needleman-Wunsch functions. |
|
1894
|
|
|
|
|
1895
|
|
|
abydos.distance.needleman_wunsch |
|
1896
|
|
|
""" |
|
1897
|
|
|
|
|
1898
|
|
|
def test_needleman_wunsch(self): |
|
1899
|
|
|
"""Test abydos.distance.needleman_wunsch.""" |
|
1900
|
|
|
self.assertEqual(needleman_wunsch('', ''), 0) |
|
1901
|
|
|
|
|
1902
|
|
|
# https://en.wikipedia.org/wiki/Needleman–Wunsch_algorithm |
|
1903
|
|
|
self.assertEqual(needleman_wunsch('GATTACA', 'GCATGCU', |
|
1904
|
|
|
1, _sim_nw), 0) |
|
1905
|
|
|
self.assertEqual(needleman_wunsch('AGACTAGTTAC', 'CGAGACGT', |
|
1906
|
|
|
5, _sim_wikipedia), 16) |
|
1907
|
|
|
|
|
1908
|
|
|
# checked against http://ds9a.nl/nwunsch/ (mismatch=1, gap=5, skew=5) |
|
1909
|
|
|
self.assertEqual(needleman_wunsch('CGATATCAG', 'TGACGSTGC', |
|
1910
|
|
|
5, _sim_nw), -5) |
|
1911
|
|
|
self.assertEqual(needleman_wunsch('AGACTAGTTAC', 'TGACGSTGC', |
|
1912
|
|
|
5, _sim_nw), -7) |
|
1913
|
|
|
self.assertEqual(needleman_wunsch('AGACTAGTTAC', 'CGAGACGT', |
|
1914
|
|
|
5, _sim_nw), -15) |
|
1915
|
|
|
|
|
1916
|
|
|
def test_needleman_wunsch_nialls(self): |
|
1917
|
|
|
"""Test abydos.distance.needleman_wunsch (Nialls set).""" |
|
1918
|
|
|
# checked against http://ds9a.nl/nwunsch/ (mismatch=1, gap=2, skew=2) |
|
1919
|
|
|
nw_vals = (5, 0, -2, 3, 1, 1, -2, -2, -1, -3, -3, -5, -3, -7, -7, -19) |
|
1920
|
|
|
for i in range(len(NIALL)): |
|
1921
|
|
|
self.assertEqual(needleman_wunsch(NIALL[0], NIALL[i], 2, |
|
1922
|
|
|
_sim_nw), nw_vals[i]) |
|
1923
|
|
|
|
|
1924
|
|
|
|
|
1925
|
|
|
class SmithWatermanTestCases(unittest.TestCase): |
|
1926
|
|
|
"""Test Smith-Waterman functions. |
|
1927
|
|
|
|
|
1928
|
|
|
abydos.distance.smith_waterman |
|
1929
|
|
|
""" |
|
1930
|
|
|
|
|
1931
|
|
|
def test_smith_waterman(self): |
|
1932
|
|
|
"""Test abydos.distance.smith_waterman.""" |
|
1933
|
|
|
self.assertEqual(smith_waterman('', ''), 0) |
|
1934
|
|
|
|
|
1935
|
|
|
# https://en.wikipedia.org/wiki/Needleman–Wunsch_algorithm |
|
1936
|
|
|
self.assertEqual(smith_waterman('GATTACA', 'GCATGCU', |
|
1937
|
|
|
1, _sim_nw), 0) |
|
1938
|
|
|
self.assertEqual(smith_waterman('AGACTAGTTAC', 'CGAGACGT', |
|
1939
|
|
|
5, _sim_wikipedia), 26) |
|
1940
|
|
|
|
|
1941
|
|
|
self.assertEqual(smith_waterman('CGATATCAG', 'TGACGSTGC', |
|
1942
|
|
|
5, _sim_nw), 0) |
|
1943
|
|
|
self.assertEqual(smith_waterman('AGACTAGTTAC', 'TGACGSTGC', |
|
1944
|
|
|
5, _sim_nw), 1) |
|
1945
|
|
|
self.assertEqual(smith_waterman('AGACTAGTTAC', 'CGAGACGT', |
|
1946
|
|
|
5, _sim_nw), 0) |
|
1947
|
|
|
|
|
1948
|
|
|
def test_smith_waterman_nialls(self): |
|
1949
|
|
|
"""Test abydos.distance.smith_waterman (Nialls set).""" |
|
1950
|
|
|
sw_vals = (5, 1, 1, 3, 2, 1, 1, 0, 0, 1, 1, 2, 2, 1, 0, 0) |
|
1951
|
|
|
for i in range(len(NIALL)): |
|
1952
|
|
|
self.assertEqual(smith_waterman(NIALL[0], NIALL[i], 2, |
|
1953
|
|
|
_sim_nw), sw_vals[i]) |
|
1954
|
|
|
|
|
1955
|
|
|
|
|
1956
|
|
|
class GotohTestCases(unittest.TestCase): |
|
1957
|
|
|
"""Test Gotoh functions. |
|
1958
|
|
|
|
|
1959
|
|
|
abydos.distance.gotoh |
|
1960
|
|
|
""" |
|
1961
|
|
|
|
|
1962
|
|
|
def test_gotoh(self): |
|
1963
|
|
|
"""Test abydos.distance.needleman_wunsch_affine.""" |
|
1964
|
|
|
self.assertEqual(gotoh('', ''), 0) |
|
1965
|
|
|
|
|
1966
|
|
|
# https://en.wikipedia.org/wiki/Needleman–Wunsch_algorithm |
|
1967
|
|
|
self.assertEqual(gotoh('GATTACA', 'GCATGCU', 1, 1, _sim_nw), 0) |
|
1968
|
|
|
self.assertGreaterEqual(gotoh('GATTACA', 'GCATGCU', 1, 0.5, _sim_nw), |
|
1969
|
|
|
needleman_wunsch('GATTACA', 'GCATGCU', 1, |
|
1970
|
|
|
_sim_nw)) |
|
1971
|
|
|
self.assertEqual(gotoh('AGACTAGTTAC', 'CGAGACGT', 5, 5, |
|
1972
|
|
|
_sim_wikipedia), 16) |
|
1973
|
|
|
self.assertGreaterEqual(gotoh('AGACTAGTTAC', 'CGAGACGT', 5, 2, |
|
1974
|
|
|
_sim_wikipedia), |
|
1975
|
|
|
needleman_wunsch('AGACTAGTTAC', 'CGAGACGT', 5, |
|
1976
|
|
|
_sim_wikipedia)) |
|
1977
|
|
|
|
|
1978
|
|
|
# checked against http://ds9a.nl/nwunsch/ (mismatch=1, gap=5, skew=5) |
|
1979
|
|
|
self.assertEqual(gotoh('CGATATCAG', 'TGACGSTGC', 5, 5, _sim_nw), -5) |
|
1980
|
|
|
self.assertGreaterEqual(gotoh('CGATATCAG', 'TGACGSTGC', 5, 2, _sim_nw), |
|
1981
|
|
|
needleman_wunsch('CGATATCAG', 'TGACGSTGC', 5, |
|
1982
|
|
|
_sim_nw)) |
|
1983
|
|
|
self.assertEqual(gotoh('AGACTAGTTAC', 'TGACGSTGC', 5, 5, _sim_nw), -7) |
|
1984
|
|
|
self.assertGreaterEqual(gotoh('AGACTAGTTAC', 'TGACGSTGC', 5, 2, |
|
1985
|
|
|
_sim_nw), |
|
1986
|
|
|
needleman_wunsch('AGACTAGTTAC', 'TGACGSTGC', 5, |
|
1987
|
|
|
_sim_nw)) |
|
1988
|
|
|
self.assertEqual(gotoh('AGACTAGTTAC', 'CGAGACGT', 5, 5, _sim_nw), -15) |
|
1989
|
|
|
self.assertGreaterEqual(gotoh('AGACTAGTTAC', 'CGAGACGT', 5, 2, |
|
1990
|
|
|
_sim_nw), |
|
1991
|
|
|
needleman_wunsch('AGACTAGTTAC', 'CGAGACGT', 5, |
|
1992
|
|
|
_sim_nw)) |
|
1993
|
|
|
|
|
1994
|
|
|
def test_gotoh_nialls(self): |
|
1995
|
|
|
"""Test abydos.distance.gotoh (Nialls set).""" |
|
1996
|
|
|
# checked against http://ds9a.nl/nwunsch/ (mismatch=1, gap=2, skew=2) |
|
1997
|
|
|
nw_vals = (5, 0, -2, 3, 1, 1, -2, -2, -1, -3, -3, -5, -3, -7, -7, -19) |
|
1998
|
|
|
for i in range(len(NIALL)): |
|
1999
|
|
|
self.assertEqual(gotoh(NIALL[0], NIALL[i], 2, 2, _sim_nw), |
|
2000
|
|
|
nw_vals[i]) |
|
2001
|
|
|
nw_vals2 = (5, 0, -2, 3, 1, 1, -2, -2, -1, -2, -3, -3, -2, -6, -6, -8) |
|
2002
|
|
|
for i in range(len(NIALL)): |
|
2003
|
|
|
self.assertEqual(gotoh(NIALL[0], NIALL[i], 2, 1, _sim_nw), |
|
2004
|
|
|
nw_vals2[i]) |
|
2005
|
|
|
self.assertGreaterEqual(gotoh(NIALL[0], NIALL[i], 2, 0.5, _sim_nw), |
|
2006
|
|
|
needleman_wunsch(NIALL[0], NIALL[i], 2, |
|
2007
|
|
|
_sim_nw)) |
|
2008
|
|
|
|
|
2009
|
|
|
|
|
2010
|
|
|
class LengthTestCases(unittest.TestCase): |
|
2011
|
|
|
"""Test length similarity functions. |
|
2012
|
|
|
|
|
2013
|
|
|
abydos.distance.sim_length & .dist_length |
|
2014
|
|
|
""" |
|
2015
|
|
|
|
|
2016
|
|
|
def test_sim_ident(self): |
|
2017
|
|
|
"""Test abydos.distance.sim_length.""" |
|
2018
|
|
|
self.assertEqual(sim_length('', ''), 1) |
|
2019
|
|
|
self.assertEqual(sim_length('', 'a'), 0) |
|
2020
|
|
|
self.assertEqual(sim_length('a', ''), 0) |
|
2021
|
|
|
self.assertEqual(sim_length('a', 'a'), 1) |
|
2022
|
|
|
self.assertEqual(sim_length('abcd', 'abcd'), 1) |
|
2023
|
|
|
self.assertEqual(sim_length('abcd', 'dcba'), 1) |
|
2024
|
|
|
self.assertEqual(sim_length('abc', 'cba'), 1) |
|
2025
|
|
|
self.assertEqual(sim_length('abc', 'dcba'), 0.75) |
|
2026
|
|
|
self.assertEqual(sim_length('abcd', 'cba'), 0.75) |
|
2027
|
|
|
self.assertEqual(sim_length('ab', 'dcba'), 0.5) |
|
2028
|
|
|
self.assertEqual(sim_length('abcd', 'ba'), 0.5) |
|
2029
|
|
|
|
|
2030
|
|
|
def test_dist_ident(self): |
|
2031
|
|
|
"""Test abydos.distance.dist_length.""" |
|
2032
|
|
|
self.assertEqual(dist_length('', ''), 0) |
|
2033
|
|
|
self.assertEqual(dist_length('', 'a'), 1) |
|
2034
|
|
|
self.assertEqual(dist_length('a', ''), 1) |
|
2035
|
|
|
self.assertEqual(dist_length('a', 'a'), 0) |
|
2036
|
|
|
self.assertEqual(dist_length('abcd', 'abcd'), 0) |
|
2037
|
|
|
self.assertEqual(dist_length('abcd', 'dcba'), 0) |
|
2038
|
|
|
self.assertEqual(dist_length('abc', 'cba'), 0) |
|
2039
|
|
|
self.assertEqual(dist_length('abc', 'dcba'), 0.25) |
|
2040
|
|
|
self.assertEqual(dist_length('abcd', 'cba'), 0.25) |
|
2041
|
|
|
self.assertEqual(dist_length('ab', 'dcba'), 0.5) |
|
2042
|
|
|
self.assertEqual(dist_length('abcd', 'ba'), 0.5) |
|
2043
|
|
|
|
|
2044
|
|
|
|
|
2045
|
|
|
class PrefixTestCases(unittest.TestCase): |
|
2046
|
|
|
"""Test prefix similarity functions. |
|
2047
|
|
|
|
|
2048
|
|
|
abydos.distance.sim_prefix & .dist_prefix |
|
2049
|
|
|
""" |
|
2050
|
|
|
|
|
2051
|
|
|
def test_sim_prefix(self): |
|
2052
|
|
|
"""Test abydos.distance.sim_prefix.""" |
|
2053
|
|
|
self.assertEqual(sim_prefix('', ''), 1) |
|
2054
|
|
|
self.assertEqual(sim_prefix('a', ''), 0) |
|
2055
|
|
|
self.assertEqual(sim_prefix('', 'a'), 0) |
|
2056
|
|
|
self.assertEqual(sim_prefix('a', 'a'), 1) |
|
2057
|
|
|
self.assertEqual(sim_prefix('ax', 'a'), 1) |
|
2058
|
|
|
self.assertEqual(sim_prefix('axx', 'a'), 1) |
|
2059
|
|
|
self.assertEqual(sim_prefix('ax', 'ay'), 1/2) |
|
2060
|
|
|
self.assertEqual(sim_prefix('a', 'ay'), 1) |
|
2061
|
|
|
self.assertEqual(sim_prefix('a', 'ayy'), 1) |
|
2062
|
|
|
self.assertEqual(sim_prefix('ax', 'ay'), 1/2) |
|
2063
|
|
|
self.assertEqual(sim_prefix('a', 'y'), 0) |
|
2064
|
|
|
self.assertEqual(sim_prefix('y', 'a'), 0) |
|
2065
|
|
|
self.assertEqual(sim_prefix('aaax', 'aaa'), 1) |
|
2066
|
|
|
self.assertAlmostEqual(sim_prefix('axxx', 'aaa'), 1/3) |
|
2067
|
|
|
self.assertEqual(sim_prefix('aaxx', 'aayy'), 1/2) |
|
2068
|
|
|
self.assertEqual(sim_prefix('xxaa', 'yyaa'), 0) |
|
2069
|
|
|
self.assertAlmostEqual(sim_prefix('aaxxx', 'aay'), 2/3) |
|
2070
|
|
|
self.assertEqual(sim_prefix('aaxxxx', 'aayyy'), 2/5) |
|
2071
|
|
|
self.assertEqual(sim_prefix('xa', 'a'), 0) |
|
2072
|
|
|
self.assertEqual(sim_prefix('xxa', 'a'), 0) |
|
2073
|
|
|
self.assertEqual(sim_prefix('xa', 'ya'), 0) |
|
2074
|
|
|
self.assertEqual(sim_prefix('a', 'ya'), 0) |
|
2075
|
|
|
self.assertEqual(sim_prefix('a', 'yya'), 0) |
|
2076
|
|
|
self.assertEqual(sim_prefix('xa', 'ya'), 0) |
|
2077
|
|
|
self.assertEqual(sim_prefix('xaaa', 'aaa'), 0) |
|
2078
|
|
|
self.assertEqual(sim_prefix('xxxa', 'aaa'), 0) |
|
2079
|
|
|
self.assertEqual(sim_prefix('xxxaa', 'yaa'), 0) |
|
2080
|
|
|
self.assertEqual(sim_prefix('xxxxaa', 'yyyaa'), 0) |
|
2081
|
|
|
|
|
2082
|
|
|
def test_dist_prefix(self): |
|
2083
|
|
|
"""Test abydos.distance.dist_prefix.""" |
|
2084
|
|
|
self.assertEqual(dist_prefix('', ''), 0) |
|
2085
|
|
|
self.assertEqual(dist_prefix('a', ''), 1) |
|
2086
|
|
|
self.assertEqual(dist_prefix('', 'a'), 1) |
|
2087
|
|
|
self.assertEqual(dist_prefix('a', 'a'), 0) |
|
2088
|
|
|
self.assertEqual(dist_prefix('ax', 'a'), 0) |
|
2089
|
|
|
self.assertEqual(dist_prefix('axx', 'a'), 0) |
|
2090
|
|
|
self.assertEqual(dist_prefix('ax', 'ay'), 1/2) |
|
2091
|
|
|
self.assertEqual(dist_prefix('a', 'ay'), 0) |
|
2092
|
|
|
self.assertEqual(dist_prefix('a', 'ayy'), 0) |
|
2093
|
|
|
self.assertEqual(dist_prefix('ax', 'ay'), 1/2) |
|
2094
|
|
|
self.assertEqual(dist_prefix('a', 'y'), 1) |
|
2095
|
|
|
self.assertEqual(dist_prefix('y', 'a'), 1) |
|
2096
|
|
|
self.assertEqual(dist_prefix('aaax', 'aaa'), 0) |
|
2097
|
|
|
self.assertAlmostEqual(dist_prefix('axxx', 'aaa'), 2/3) |
|
2098
|
|
|
self.assertEqual(dist_prefix('aaxx', 'aayy'), 1/2) |
|
2099
|
|
|
self.assertEqual(dist_prefix('xxaa', 'yyaa'), 1) |
|
2100
|
|
|
self.assertAlmostEqual(dist_prefix('aaxxx', 'aay'), 1/3) |
|
2101
|
|
|
self.assertEqual(dist_prefix('aaxxxx', 'aayyy'), 3/5) |
|
2102
|
|
|
self.assertEqual(dist_prefix('xa', 'a'), 1) |
|
2103
|
|
|
self.assertEqual(dist_prefix('xxa', 'a'), 1) |
|
2104
|
|
|
self.assertEqual(dist_prefix('xa', 'ya'), 1) |
|
2105
|
|
|
self.assertEqual(dist_prefix('a', 'ya'), 1) |
|
2106
|
|
|
self.assertEqual(dist_prefix('a', 'yya'), 1) |
|
2107
|
|
|
self.assertEqual(dist_prefix('xa', 'ya'), 1) |
|
2108
|
|
|
self.assertEqual(dist_prefix('xaaa', 'aaa'), 1) |
|
2109
|
|
|
self.assertEqual(dist_prefix('xxxa', 'aaa'), 1) |
|
2110
|
|
|
self.assertEqual(dist_prefix('xxxaa', 'yaa'), 1) |
|
2111
|
|
|
self.assertEqual(dist_prefix('xxxxaa', 'yyyaa'), 1) |
|
2112
|
|
|
|
|
2113
|
|
|
|
|
2114
|
|
|
class SuffixTestCases(unittest.TestCase): |
|
2115
|
|
|
"""Test suffix similarity functions. |
|
2116
|
|
|
|
|
2117
|
|
|
abydos.distance.sim_suffix & .dist_suffix |
|
2118
|
|
|
""" |
|
2119
|
|
|
|
|
2120
|
|
|
def test_sim_suffix(self): |
|
2121
|
|
|
"""Test abydos.distance.sim_suffix.""" |
|
2122
|
|
|
self.assertEqual(sim_suffix('', ''), 1) |
|
2123
|
|
|
self.assertEqual(sim_suffix('a', ''), 0) |
|
2124
|
|
|
self.assertEqual(sim_suffix('', 'a'), 0) |
|
2125
|
|
|
self.assertEqual(sim_suffix('a', 'a'), 1) |
|
2126
|
|
|
self.assertEqual(sim_suffix('ax', 'a'), 0) |
|
2127
|
|
|
self.assertEqual(sim_suffix('axx', 'a'), 0) |
|
2128
|
|
|
self.assertEqual(sim_suffix('ax', 'ay'), 0) |
|
2129
|
|
|
self.assertEqual(sim_suffix('a', 'ay'), 0) |
|
2130
|
|
|
self.assertEqual(sim_suffix('a', 'ayy'), 0) |
|
2131
|
|
|
self.assertEqual(sim_suffix('ax', 'ay'), 0) |
|
2132
|
|
|
self.assertEqual(sim_suffix('a', 'y'), 0) |
|
2133
|
|
|
self.assertEqual(sim_suffix('y', 'a'), 0) |
|
2134
|
|
|
self.assertEqual(sim_suffix('aaax', 'aaa'), 0) |
|
2135
|
|
|
self.assertEqual(sim_suffix('axxx', 'aaa'), 0) |
|
2136
|
|
|
self.assertEqual(sim_suffix('aaxx', 'aayy'), 0) |
|
2137
|
|
|
self.assertEqual(sim_suffix('xxaa', 'yyaa'), 1/2) |
|
2138
|
|
|
self.assertEqual(sim_suffix('aaxxx', 'aay'), 0) |
|
2139
|
|
|
self.assertEqual(sim_suffix('aaxxxx', 'aayyy'), 0) |
|
2140
|
|
|
self.assertEqual(sim_suffix('xa', 'a'), 1) |
|
2141
|
|
|
self.assertEqual(sim_suffix('xxa', 'a'), 1) |
|
2142
|
|
|
self.assertEqual(sim_suffix('xa', 'ya'), 1/2) |
|
2143
|
|
|
self.assertEqual(sim_suffix('a', 'ya'), 1) |
|
2144
|
|
|
self.assertEqual(sim_suffix('a', 'yya'), 1) |
|
2145
|
|
|
self.assertEqual(sim_suffix('xa', 'ya'), 1/2) |
|
2146
|
|
|
self.assertEqual(sim_suffix('xaaa', 'aaa'), 1) |
|
2147
|
|
|
self.assertAlmostEqual(sim_suffix('xxxa', 'aaa'), 1/3) |
|
2148
|
|
|
self.assertAlmostEqual(sim_suffix('xxxaa', 'yaa'), 2/3) |
|
2149
|
|
|
self.assertEqual(sim_suffix('xxxxaa', 'yyyaa'), 2/5) |
|
2150
|
|
|
|
|
2151
|
|
|
def test_dist_suffix(self): |
|
2152
|
|
|
"""Test abydos.distance.dist_suffix.""" |
|
2153
|
|
|
self.assertEqual(dist_suffix('', ''), 0) |
|
2154
|
|
|
self.assertEqual(dist_suffix('a', ''), 1) |
|
2155
|
|
|
self.assertEqual(dist_suffix('', 'a'), 1) |
|
2156
|
|
|
self.assertEqual(dist_suffix('a', 'a'), 0) |
|
2157
|
|
|
self.assertEqual(dist_suffix('ax', 'a'), 1) |
|
2158
|
|
|
self.assertEqual(dist_suffix('axx', 'a'), 1) |
|
2159
|
|
|
self.assertEqual(dist_suffix('ax', 'ay'), 1) |
|
2160
|
|
|
self.assertEqual(dist_suffix('a', 'ay'), 1) |
|
2161
|
|
|
self.assertEqual(dist_suffix('a', 'ayy'), 1) |
|
2162
|
|
|
self.assertEqual(dist_suffix('ax', 'ay'), 1) |
|
2163
|
|
|
self.assertEqual(dist_suffix('a', 'y'), 1) |
|
2164
|
|
|
self.assertEqual(dist_suffix('y', 'a'), 1) |
|
2165
|
|
|
self.assertEqual(dist_suffix('aaax', 'aaa'), 1) |
|
2166
|
|
|
self.assertEqual(dist_suffix('axxx', 'aaa'), 1) |
|
2167
|
|
|
self.assertEqual(dist_suffix('aaxx', 'aayy'), 1) |
|
2168
|
|
|
self.assertEqual(dist_suffix('xxaa', 'yyaa'), 1/2) |
|
2169
|
|
|
self.assertEqual(dist_suffix('aaxxx', 'aay'), 1) |
|
2170
|
|
|
self.assertEqual(dist_suffix('aaxxxx', 'aayyy'), 1) |
|
2171
|
|
|
self.assertEqual(dist_suffix('xa', 'a'), 0) |
|
2172
|
|
|
self.assertEqual(dist_suffix('xxa', 'a'), 0) |
|
2173
|
|
|
self.assertEqual(dist_suffix('xa', 'ya'), 1/2) |
|
2174
|
|
|
self.assertEqual(dist_suffix('a', 'ya'), 0) |
|
2175
|
|
|
self.assertEqual(dist_suffix('a', 'yya'), 0) |
|
2176
|
|
|
self.assertEqual(dist_suffix('xa', 'ya'), 1/2) |
|
2177
|
|
|
self.assertEqual(dist_suffix('xaaa', 'aaa'), 0) |
|
2178
|
|
|
self.assertAlmostEqual(dist_suffix('xxxa', 'aaa'), 2/3) |
|
2179
|
|
|
self.assertAlmostEqual(dist_suffix('xxxaa', 'yaa'), 1/3) |
|
2180
|
|
|
self.assertEqual(dist_suffix('xxxxaa', 'yyyaa'), 3/5) |
|
2181
|
|
|
|
|
2182
|
|
|
|
|
2183
|
|
|
class MLIPNSTestCases(unittest.TestCase): |
|
2184
|
|
|
"""Test MLIPNS functions. |
|
2185
|
|
|
|
|
2186
|
|
|
abydos.distance.sim_mlipns & .dist_mlipns |
|
2187
|
|
|
""" |
|
2188
|
|
|
|
|
2189
|
|
|
def test_sim_mlipns(self): |
|
2190
|
|
|
"""Test abydos.distance.sim_mlipns.""" |
|
2191
|
|
|
self.assertEqual(sim_mlipns('', ''), 1) |
|
2192
|
|
|
self.assertEqual(sim_mlipns('a', ''), 0) |
|
2193
|
|
|
self.assertEqual(sim_mlipns('', 'a'), 0) |
|
2194
|
|
|
self.assertEqual(sim_mlipns('a', 'a'), 1) |
|
2195
|
|
|
self.assertEqual(sim_mlipns('ab', 'a'), 1) |
|
2196
|
|
|
self.assertEqual(sim_mlipns('abc', 'abc'), 1) |
|
2197
|
|
|
self.assertEqual(sim_mlipns('abc', 'abcde'), 1) |
|
2198
|
|
|
self.assertEqual(sim_mlipns('abcg', 'abcdeg'), 1) |
|
2199
|
|
|
self.assertEqual(sim_mlipns('abcg', 'abcdefg'), 0) |
|
2200
|
|
|
self.assertEqual(sim_mlipns('Tomato', 'Tamato'), 1) |
|
2201
|
|
|
self.assertEqual(sim_mlipns('ato', 'Tam'), 1) |
|
2202
|
|
|
|
|
2203
|
|
|
def test_dist_mlipns(self): |
|
2204
|
|
|
"""Test abydos.distance.dist_mlipns.""" |
|
2205
|
|
|
self.assertEqual(dist_mlipns('', ''), 0) |
|
2206
|
|
|
self.assertEqual(dist_mlipns('a', ''), 1) |
|
2207
|
|
|
self.assertEqual(dist_mlipns('', 'a'), 1) |
|
2208
|
|
|
self.assertEqual(dist_mlipns('a', 'a'), 0) |
|
2209
|
|
|
self.assertEqual(dist_mlipns('ab', 'a'), 0) |
|
2210
|
|
|
self.assertEqual(dist_mlipns('abc', 'abc'), 0) |
|
2211
|
|
|
self.assertEqual(dist_mlipns('abc', 'abcde'), 0) |
|
2212
|
|
|
self.assertEqual(dist_mlipns('abcg', 'abcdeg'), 0) |
|
2213
|
|
|
self.assertEqual(dist_mlipns('abcg', 'abcdefg'), 1) |
|
2214
|
|
|
self.assertEqual(dist_mlipns('Tomato', 'Tamato'), 0) |
|
2215
|
|
|
self.assertEqual(dist_mlipns('ato', 'Tam'), 0) |
|
2216
|
|
|
|
|
2217
|
|
|
|
|
2218
|
|
|
class BagTestCases(unittest.TestCase): |
|
2219
|
|
|
"""Test bag similarity functions. |
|
2220
|
|
|
|
|
2221
|
|
|
abydos.distance.bag, .sim_bag & .dist_bag |
|
2222
|
|
|
""" |
|
2223
|
|
|
|
|
2224
|
|
|
def test_bag(self): |
|
2225
|
|
|
"""Test abydos.distance.bag.""" |
|
2226
|
|
|
self.assertEqual(bag('', ''), 0) |
|
2227
|
|
|
self.assertEqual(bag('nelson', ''), 6) |
|
2228
|
|
|
self.assertEqual(bag('', 'neilsen'), 7) |
|
2229
|
|
|
self.assertEqual(bag('ab', 'a'), 1) |
|
2230
|
|
|
self.assertEqual(bag('ab', 'c'), 2) |
|
2231
|
|
|
self.assertEqual(bag('nelson', 'neilsen'), 2) |
|
2232
|
|
|
self.assertEqual(bag('neilsen', 'nelson'), 2) |
|
2233
|
|
|
self.assertEqual(bag('niall', 'neal'), 2) |
|
2234
|
|
|
self.assertEqual(bag('aluminum', 'Catalan'), 5) |
|
2235
|
|
|
self.assertEqual(bag('abcdefg', 'hijklm'), 7) |
|
2236
|
|
|
self.assertEqual(bag('abcdefg', 'hijklmno'), 8) |
|
2237
|
|
|
|
|
2238
|
|
|
def test_sim_bag(self): |
|
2239
|
|
|
"""Test abydos.distance.sim_bag.""" |
|
2240
|
|
|
self.assertEqual(sim_bag('', ''), 1) |
|
2241
|
|
|
self.assertEqual(sim_bag('nelson', ''), 0) |
|
2242
|
|
|
self.assertEqual(sim_bag('', 'neilsen'), 0) |
|
2243
|
|
|
self.assertEqual(sim_bag('ab', 'a'), 0.5) |
|
2244
|
|
|
self.assertEqual(sim_bag('ab', 'c'), 0) |
|
2245
|
|
|
self.assertAlmostEqual(sim_bag('nelson', 'neilsen'), 5/7) |
|
2246
|
|
|
self.assertAlmostEqual(sim_bag('neilsen', 'nelson'), 5/7) |
|
2247
|
|
|
self.assertAlmostEqual(sim_bag('niall', 'neal'), 3/5) |
|
2248
|
|
|
self.assertAlmostEqual(sim_bag('aluminum', 'Catalan'), 3/8) |
|
2249
|
|
|
self.assertEqual(sim_bag('abcdefg', 'hijklm'), 0) |
|
2250
|
|
|
self.assertEqual(sim_bag('abcdefg', 'hijklmno'), 0) |
|
2251
|
|
|
|
|
2252
|
|
|
def test_dist_bag(self): |
|
2253
|
|
|
"""Test abydos.distance.dist_bag.""" |
|
2254
|
|
|
self.assertEqual(dist_bag('', ''), 0) |
|
2255
|
|
|
self.assertEqual(dist_bag('nelson', ''), 1) |
|
2256
|
|
|
self.assertEqual(dist_bag('', 'neilsen'), 1) |
|
2257
|
|
|
self.assertEqual(dist_bag('ab', 'a'), 0.5) |
|
2258
|
|
|
self.assertEqual(dist_bag('ab', 'c'), 1) |
|
2259
|
|
|
self.assertAlmostEqual(dist_bag('nelson', 'neilsen'), 2/7) |
|
2260
|
|
|
self.assertAlmostEqual(dist_bag('neilsen', 'nelson'), 2/7) |
|
2261
|
|
|
self.assertAlmostEqual(dist_bag('niall', 'neal'), 2/5) |
|
2262
|
|
|
self.assertAlmostEqual(dist_bag('aluminum', 'Catalan'), 5/8) |
|
2263
|
|
|
self.assertEqual(dist_bag('abcdefg', 'hijklm'), 1) |
|
2264
|
|
|
self.assertEqual(dist_bag('abcdefg', 'hijklmno'), 1) |
|
2265
|
|
|
|
|
2266
|
|
|
|
|
2267
|
|
|
class EditexTestCases(unittest.TestCase): |
|
2268
|
|
|
"""Test Editex functions. |
|
2269
|
|
|
|
|
2270
|
|
|
abydos.distance.editex, .sim_editex & .dist_editex |
|
2271
|
|
|
""" |
|
2272
|
|
|
|
|
2273
|
|
|
def test_editex(self): |
|
2274
|
|
|
"""Test abydos.distance.editex.""" |
|
2275
|
|
|
self.assertEqual(editex('', ''), 0) |
|
2276
|
|
|
self.assertEqual(editex('nelson', ''), 12) |
|
2277
|
|
|
self.assertEqual(editex('', 'neilsen'), 14) |
|
2278
|
|
|
self.assertEqual(editex('ab', 'a'), 2) |
|
2279
|
|
|
self.assertEqual(editex('ab', 'c'), 4) |
|
2280
|
|
|
self.assertEqual(editex('nelson', 'neilsen'), 2) |
|
2281
|
|
|
self.assertEqual(editex('neilsen', 'nelson'), 2) |
|
2282
|
|
|
self.assertEqual(editex('niall', 'neal'), 1) |
|
2283
|
|
|
self.assertEqual(editex('neal', 'niall'), 1) |
|
2284
|
|
|
self.assertEqual(editex('niall', 'nihal'), 2) |
|
2285
|
|
|
self.assertEqual(editex('nihal', 'niall'), 2) |
|
2286
|
|
|
self.assertEqual(editex('neal', 'nihl'), 3) |
|
2287
|
|
|
self.assertEqual(editex('nihl', 'neal'), 3) |
|
2288
|
|
|
|
|
2289
|
|
|
def test_editex_local(self): |
|
2290
|
|
|
"""Test abydos.distance.editex (local variant).""" |
|
2291
|
|
|
self.assertEqual(editex('', '', local=True), 0) |
|
2292
|
|
|
self.assertEqual(editex('nelson', '', local=True), 12) |
|
2293
|
|
|
self.assertEqual(editex('', 'neilsen', local=True), 14) |
|
2294
|
|
|
self.assertEqual(editex('ab', 'a', local=True), 2) |
|
2295
|
|
|
self.assertEqual(editex('ab', 'c', local=True), 2) |
|
2296
|
|
|
self.assertEqual(editex('nelson', 'neilsen', local=True), 2) |
|
2297
|
|
|
self.assertEqual(editex('neilsen', 'nelson', local=True), 2) |
|
2298
|
|
|
self.assertEqual(editex('niall', 'neal', local=True), 1) |
|
2299
|
|
|
self.assertEqual(editex('neal', 'niall', local=True), 1) |
|
2300
|
|
|
self.assertEqual(editex('niall', 'nihal', local=True), 2) |
|
2301
|
|
|
self.assertEqual(editex('nihal', 'niall', local=True), 2) |
|
2302
|
|
|
self.assertEqual(editex('neal', 'nihl', local=True), 3) |
|
2303
|
|
|
self.assertEqual(editex('nihl', 'neal', local=True), 3) |
|
2304
|
|
|
|
|
2305
|
|
|
def test_sim_editex(self): |
|
2306
|
|
|
"""Test abydos.distance.sim_editex.""" |
|
2307
|
|
|
self.assertEqual(sim_editex('', ''), 1) |
|
2308
|
|
|
self.assertEqual(sim_editex('nelson', ''), 0) |
|
2309
|
|
|
self.assertEqual(sim_editex('', 'neilsen'), 0) |
|
2310
|
|
|
self.assertEqual(sim_editex('ab', 'a'), 0.5) |
|
2311
|
|
|
self.assertEqual(sim_editex('ab', 'c'), 0) |
|
2312
|
|
|
self.assertAlmostEqual(sim_editex('nelson', 'neilsen'), 12/14) |
|
2313
|
|
|
self.assertAlmostEqual(sim_editex('neilsen', 'nelson'), 12/14) |
|
2314
|
|
|
self.assertEqual(sim_editex('niall', 'neal'), 0.9) |
|
2315
|
|
|
|
|
2316
|
|
|
def test_dist_editex(self): |
|
2317
|
|
|
"""Test abydos.distance.dist_editex.""" |
|
2318
|
|
|
self.assertEqual(dist_editex('', ''), 0) |
|
2319
|
|
|
self.assertEqual(dist_editex('nelson', ''), 1) |
|
2320
|
|
|
self.assertEqual(dist_editex('', 'neilsen'), 1) |
|
2321
|
|
|
self.assertEqual(dist_editex('ab', 'a'), 0.5) |
|
2322
|
|
|
self.assertEqual(dist_editex('ab', 'c'), 1) |
|
2323
|
|
|
self.assertAlmostEqual(dist_editex('nelson', 'neilsen'), 2/14) |
|
2324
|
|
|
self.assertAlmostEqual(dist_editex('neilsen', 'nelson'), 2/14) |
|
2325
|
|
|
self.assertEqual(dist_editex('niall', 'neal'), 0.1) |
|
2326
|
|
|
|
|
2327
|
|
|
|
|
2328
|
|
|
class EudexTestCases(unittest.TestCase): |
|
2329
|
|
|
"""Test Eudex distance functions. |
|
2330
|
|
|
|
|
2331
|
|
|
abydos.distance.eudex_hamming, dist_eudex, & sim_eudex |
|
2332
|
|
|
""" |
|
2333
|
|
|
|
|
2334
|
|
|
def test_eudex_hamming(self): |
|
2335
|
|
|
"""Test abydos.distance.eudex_hamming.""" |
|
2336
|
|
|
# Base cases |
|
2337
|
|
|
self.assertEqual(eudex_hamming('', ''), 0) |
|
2338
|
|
|
self.assertEqual(eudex_hamming('', '', None), 0) |
|
2339
|
|
|
self.assertEqual(eudex_hamming('', '', 'fibonacci'), 0) |
|
2340
|
|
|
self.assertEqual(eudex_hamming('', '', [10, 1, 1, 1]), 0) |
|
2341
|
|
|
self.assertEqual(eudex_hamming('', '', |
|
2342
|
|
|
lambda: [(yield 1) for _ |
|
2343
|
|
|
in range(10)]), 0) |
|
2344
|
|
|
self.assertEqual(eudex_hamming('', '', normalized=True), 0) |
|
2345
|
|
|
|
|
2346
|
|
|
self.assertEqual(eudex_hamming('Niall', 'Niall'), 0) |
|
2347
|
|
|
self.assertEqual(eudex_hamming('Niall', 'Niall', None), 0) |
|
2348
|
|
|
self.assertEqual(eudex_hamming('Niall', 'Niall', 'fibonacci'), 0) |
|
2349
|
|
|
self.assertEqual(eudex_hamming('Niall', 'Niall', [10, 1, 1, 1]), 0) |
|
2350
|
|
|
self.assertEqual(eudex_hamming('Niall', 'Niall', |
|
2351
|
|
|
lambda: [(yield 1) for _ |
|
2352
|
|
|
in range(10)]), 0) |
|
2353
|
|
|
self.assertEqual(eudex_hamming('Niall', 'Niall', normalized=True), 0) |
|
2354
|
|
|
|
|
2355
|
|
|
self.assertEqual(eudex_hamming('Niall', 'Neil'), 2) |
|
2356
|
|
|
self.assertEqual(eudex_hamming('Niall', 'Neil', None), 1) |
|
2357
|
|
|
self.assertEqual(eudex_hamming('Niall', 'Neil', 'fibonacci'), 2) |
|
2358
|
|
|
self.assertEqual(eudex_hamming('Niall', 'Neil', [10, 1, 1, 1]), 1) |
|
2359
|
|
|
self.assertEqual(eudex_hamming('Niall', 'Neil', |
|
2360
|
|
|
lambda: [(yield 1) for _ |
|
2361
|
|
|
in range(10)]), 1) |
|
2362
|
|
|
self.assertAlmostEqual(eudex_hamming('Niall', 'Neil', normalized=True), |
|
2363
|
|
|
0.00098039) |
|
2364
|
|
|
|
|
2365
|
|
|
self.assertEqual(eudex_hamming('Niall', 'Colin'), 524) |
|
2366
|
|
|
self.assertEqual(eudex_hamming('Niall', 'Colin', None), 10) |
|
2367
|
|
|
self.assertEqual(eudex_hamming('Niall', 'Colin', 'fibonacci'), 146) |
|
2368
|
|
|
self.assertEqual(eudex_hamming('Niall', 'Colin', [10, 1, 1, 1]), 6) |
|
2369
|
|
|
self.assertEqual(eudex_hamming('Niall', 'Colin', |
|
2370
|
|
|
lambda: [(yield 1) for _ |
|
2371
|
|
|
in range(10)]), 10) |
|
2372
|
|
|
self.assertAlmostEqual(eudex_hamming('Niall', 'Colin', |
|
2373
|
|
|
normalized=True), 0.25686274) |
|
2374
|
|
|
|
|
2375
|
|
|
def test_dist_eudex(self): |
|
2376
|
|
|
"""Test abydos.distance.dist_eudex.""" |
|
2377
|
|
|
# Base cases |
|
2378
|
|
|
self.assertEqual(dist_eudex('', ''), 0) |
|
2379
|
|
|
self.assertEqual(dist_eudex('', '', None), 0) |
|
2380
|
|
|
self.assertEqual(dist_eudex('', '', 'fibonacci'), 0) |
|
2381
|
|
|
|
|
2382
|
|
|
self.assertEqual(dist_eudex('Niall', 'Niall'), 0) |
|
2383
|
|
|
self.assertEqual(dist_eudex('Niall', 'Niall', None), 0) |
|
2384
|
|
|
self.assertEqual(dist_eudex('Niall', 'Niall', 'fibonacci'), 0) |
|
2385
|
|
|
|
|
2386
|
|
|
self.assertAlmostEqual(dist_eudex('Niall', 'Neil'), 0.00098039) |
|
2387
|
|
|
self.assertAlmostEqual(dist_eudex('Niall', 'Neil', None), 0.11111111) |
|
2388
|
|
|
self.assertAlmostEqual(dist_eudex('Niall', 'Neil', 'fibonacci'), |
|
2389
|
|
|
0.00287356) |
|
2390
|
|
|
|
|
2391
|
|
|
self.assertAlmostEqual(dist_eudex('Niall', 'Colin'), 0.25686275) |
|
2392
|
|
|
self.assertAlmostEqual(dist_eudex('Niall', 'Colin', None), 0.16666667) |
|
2393
|
|
|
self.assertAlmostEqual(dist_eudex('Niall', 'Colin', 'fibonacci'), |
|
2394
|
|
|
0.20977011) |
|
2395
|
|
|
|
|
2396
|
|
|
def test_sim_eudex(self): |
|
2397
|
|
|
"""Test abydos.distance.sim_eudex.""" |
|
2398
|
|
|
# Base cases |
|
2399
|
|
|
self.assertEqual(sim_eudex('', ''), 1) |
|
2400
|
|
|
self.assertEqual(sim_eudex('', '', None), 1) |
|
2401
|
|
|
self.assertEqual(sim_eudex('', '', 'fibonacci'), 1) |
|
2402
|
|
|
|
|
2403
|
|
|
self.assertEqual(sim_eudex('Niall', 'Niall'), 1) |
|
2404
|
|
|
self.assertEqual(sim_eudex('Niall', 'Niall', None), 1) |
|
2405
|
|
|
self.assertEqual(sim_eudex('Niall', 'Niall', 'fibonacci'), 1) |
|
2406
|
|
|
|
|
2407
|
|
|
self.assertAlmostEqual(sim_eudex('Niall', 'Neil'), 0.99901961) |
|
2408
|
|
|
self.assertAlmostEqual(sim_eudex('Niall', 'Neil', None), 0.88888889) |
|
2409
|
|
|
self.assertAlmostEqual(sim_eudex('Niall', 'Neil', 'fibonacci'), |
|
2410
|
|
|
0.99712644) |
|
2411
|
|
|
|
|
2412
|
|
|
self.assertAlmostEqual(sim_eudex('Niall', 'Colin'), 0.74313725) |
|
2413
|
|
|
self.assertAlmostEqual(sim_eudex('Niall', 'Colin', None), 0.83333333) |
|
2414
|
|
|
self.assertAlmostEqual(sim_eudex('Niall', 'Colin', 'fibonacci'), |
|
2415
|
|
|
0.79022989) |
|
2416
|
|
|
|
|
2417
|
|
|
|
|
2418
|
|
|
class Sift4TestCases(unittest.TestCase): |
|
2419
|
|
|
"""Test Sift4 functions. |
|
2420
|
|
|
|
|
2421
|
|
|
abydos.distance.sift4_simplest, sift4_common, sim_sift4, & sim_sift4 |
|
2422
|
|
|
""" |
|
2423
|
|
|
|
|
2424
|
|
|
def test_sift4_simplest(self): |
|
2425
|
|
|
"""Test abydos.distance.sift4_simplest.""" |
|
2426
|
|
|
# tests copied from Lukas Benedix's post at |
|
2427
|
|
|
# https://siderite.blogspot.com/2014/11/super-fast-and-accurate-string-distance.html |
|
2428
|
|
|
self.assertEqual(sift4_simplest('', ''), 0) |
|
2429
|
|
|
self.assertEqual(sift4_simplest('a', ''), 1) |
|
2430
|
|
|
self.assertEqual(sift4_simplest('', 'a'), 1) |
|
2431
|
|
|
self.assertEqual(sift4_simplest('abc', ''), 3) |
|
2432
|
|
|
self.assertEqual(sift4_simplest('', 'abc'), 3) |
|
2433
|
|
|
|
|
2434
|
|
|
self.assertEqual(sift4_simplest('a', 'a'), 0) |
|
2435
|
|
|
self.assertEqual(sift4_simplest('abc', 'abc'), 0) |
|
2436
|
|
|
|
|
2437
|
|
|
self.assertEqual(sift4_simplest('a', 'ab'), 1) |
|
2438
|
|
|
self.assertEqual(sift4_simplest('ac', 'abc'), 1) |
|
2439
|
|
|
self.assertEqual(sift4_simplest('abcdefg', 'xabxcdxxefxgx'), 10) |
|
2440
|
|
|
|
|
2441
|
|
|
self.assertEqual(sift4_simplest('ab', 'b'), 1) |
|
2442
|
|
|
self.assertEqual(sift4_simplest('ab', 'a'), 1) |
|
2443
|
|
|
self.assertEqual(sift4_simplest('abc', 'ac'), 1) |
|
2444
|
|
|
self.assertEqual(sift4_simplest('xabxcdxxefxgx', 'abcdefg'), 10) |
|
2445
|
|
|
|
|
2446
|
|
|
self.assertEqual(sift4_simplest('a', 'b'), 1) |
|
2447
|
|
|
self.assertEqual(sift4_simplest('ab', 'ac'), 1) |
|
2448
|
|
|
self.assertEqual(sift4_simplest('ac', 'bc'), 1) |
|
2449
|
|
|
self.assertEqual(sift4_simplest('abc', 'axc'), 1) |
|
2450
|
|
|
self.assertEqual(sift4_simplest('xabxcdxxefxgx', '1ab2cd34ef5g6'), 6) |
|
2451
|
|
|
|
|
2452
|
|
|
self.assertEqual(sift4_simplest('example', 'samples'), 2) |
|
2453
|
|
|
self.assertEqual(sift4_simplest('sturgeon', 'urgently'), 4) |
|
2454
|
|
|
self.assertEqual(sift4_simplest('levenshtein', 'frankenstein'), 10) |
|
2455
|
|
|
self.assertEqual(sift4_simplest('distance', 'difference'), 7) |
|
2456
|
|
|
|
|
2457
|
|
|
# Tests copied from |
|
2458
|
|
|
# https://github.com/tdebatty/java-string-similarity/blob/master/src/test/java/info/debatty/java/stringsimilarity/experimental/Sift4Test.java |
|
2459
|
|
|
self.assertEqual(sift4_simplest('This is the first string', |
|
2460
|
|
|
'And this is another string', 5), 13) |
|
2461
|
|
|
self.assertEqual(sift4_simplest('Lorem ipsum dolor sit amet, ' + |
|
2462
|
|
|
'consectetur adipiscing elit.', |
|
2463
|
|
|
'Amet Lorm ispum dolor sit amet, ' + |
|
2464
|
|
|
'consetetur adixxxpiscing elit.', |
|
2465
|
|
|
10), 20) |
|
2466
|
|
|
|
|
2467
|
|
|
def test_sift4_common(self): |
|
2468
|
|
|
"""Test abydos.distance.sift4_common.""" |
|
2469
|
|
|
# tests copied from Lukas Benedix's post at |
|
2470
|
|
|
# https://siderite.blogspot.com/2014/11/super-fast-and-accurate-string-distance.html |
|
2471
|
|
|
self.assertEqual(sift4_common('', ''), 0) |
|
2472
|
|
|
self.assertEqual(sift4_common('a', ''), 1) |
|
2473
|
|
|
self.assertEqual(sift4_common('', 'a'), 1) |
|
2474
|
|
|
self.assertEqual(sift4_common('abc', ''), 3) |
|
2475
|
|
|
self.assertEqual(sift4_common('', 'abc'), 3) |
|
2476
|
|
|
|
|
2477
|
|
|
self.assertEqual(sift4_common('a', 'a'), 0) |
|
2478
|
|
|
self.assertEqual(sift4_common('abc', 'abc'), 0) |
|
2479
|
|
|
|
|
2480
|
|
|
self.assertEqual(sift4_common('a', 'ab'), 1) |
|
2481
|
|
|
self.assertEqual(sift4_common('ac', 'abc'), 1) |
|
2482
|
|
|
self.assertEqual(sift4_common('abcdefg', 'xabxcdxxefxgx'), 7) |
|
2483
|
|
|
|
|
2484
|
|
|
self.assertEqual(sift4_common('ab', 'b'), 1) |
|
2485
|
|
|
self.assertEqual(sift4_common('ab', 'a'), 1) |
|
2486
|
|
|
self.assertEqual(sift4_common('abc', 'ac'), 1) |
|
2487
|
|
|
self.assertEqual(sift4_common('xabxcdxxefxgx', 'abcdefg'), 7) |
|
2488
|
|
|
|
|
2489
|
|
|
self.assertEqual(sift4_common('a', 'b'), 1) |
|
2490
|
|
|
self.assertEqual(sift4_common('ab', 'ac'), 1) |
|
2491
|
|
|
self.assertEqual(sift4_common('ac', 'bc'), 1) |
|
2492
|
|
|
self.assertEqual(sift4_common('abc', 'axc'), 1) |
|
2493
|
|
|
self.assertEqual(sift4_common('xabxcdxxefxgx', '1ab2cd34ef5g6'), 6) |
|
2494
|
|
|
|
|
2495
|
|
|
self.assertEqual(sift4_common('example', 'samples'), 2) |
|
2496
|
|
|
self.assertEqual(sift4_common('sturgeon', 'urgently'), 3) |
|
2497
|
|
|
self.assertEqual(sift4_common('levenshtein', 'frankenstein'), 6) |
|
2498
|
|
|
self.assertEqual(sift4_common('distance', 'difference'), 5) |
|
2499
|
|
|
|
|
2500
|
|
|
# Tests copied from |
|
2501
|
|
|
# https://github.com/tdebatty/java-string-similarity/blob/master/src/test/java/info/debatty/java/stringsimilarity/experimental/Sift4Test.java |
|
2502
|
|
|
self.assertEqual(sift4_common('This is the first string', |
|
2503
|
|
|
'And this is another string', 5), 11) |
|
2504
|
|
|
self.assertEqual(sift4_common('Lorem ipsum dolor sit amet, ' + |
|
2505
|
|
|
'consectetur adipiscing elit.', |
|
2506
|
|
|
'Amet Lorm ispum dolor sit amet, ' + |
|
2507
|
|
|
'consetetur adixxxpiscing elit.', |
|
2508
|
|
|
10), 12) |
|
2509
|
|
|
|
|
2510
|
|
|
# cases with max_distance |
|
2511
|
|
|
self.assertEqual(sift4_common('example', 'samples', 5, 5), 5) |
|
2512
|
|
|
self.assertEqual(sift4_common('sturgeon', 'urgently', 5, 5), 5) |
|
2513
|
|
|
self.assertEqual(sift4_common('levenshtein', 'frankenstein', 5, 5), 5) |
|
2514
|
|
|
self.assertEqual(sift4_common('distance', 'difference', 5, 5), 5) |
|
2515
|
|
|
|
|
2516
|
|
|
def test_dist_sift4(self): |
|
2517
|
|
|
"""Test abydos.distance.dist_sift4.""" |
|
2518
|
|
|
# tests copied from Lukas Benedix's post at |
|
2519
|
|
|
# https://siderite.blogspot.com/2014/11/super-fast-and-accurate-string-distance.html |
|
2520
|
|
|
self.assertEqual(dist_sift4('', ''), 0) |
|
2521
|
|
|
self.assertEqual(dist_sift4('a', ''), 1) |
|
2522
|
|
|
self.assertEqual(dist_sift4('', 'a'), 1) |
|
2523
|
|
|
self.assertEqual(dist_sift4('abc', ''), 1) |
|
2524
|
|
|
self.assertEqual(dist_sift4('', 'abc'), 1) |
|
2525
|
|
|
|
|
2526
|
|
|
self.assertEqual(dist_sift4('a', 'a'), 0) |
|
2527
|
|
|
self.assertEqual(dist_sift4('abc', 'abc'), 0) |
|
2528
|
|
|
|
|
2529
|
|
|
self.assertEqual(dist_sift4('a', 'ab'), 0.5) |
|
2530
|
|
|
self.assertEqual(dist_sift4('ac', 'abc'), 1/3) |
|
2531
|
|
|
self.assertAlmostEqual(dist_sift4('abcdefg', 'xabxcdxxefxgx'), |
|
2532
|
|
|
0.538461538) |
|
2533
|
|
|
|
|
2534
|
|
|
self.assertEqual(dist_sift4('ab', 'b'), 0.5) |
|
2535
|
|
|
self.assertEqual(dist_sift4('ab', 'a'), 0.5) |
|
2536
|
|
|
self.assertEqual(dist_sift4('abc', 'ac'), 1/3) |
|
2537
|
|
|
self.assertAlmostEqual(dist_sift4('xabxcdxxefxgx', 'abcdefg'), |
|
2538
|
|
|
0.538461538) |
|
2539
|
|
|
|
|
2540
|
|
|
self.assertEqual(dist_sift4('a', 'b'), 1) |
|
2541
|
|
|
self.assertEqual(dist_sift4('ab', 'ac'), 0.5) |
|
2542
|
|
|
self.assertEqual(dist_sift4('ac', 'bc'), 0.5) |
|
2543
|
|
|
self.assertEqual(dist_sift4('abc', 'axc'), 1/3) |
|
2544
|
|
|
self.assertAlmostEqual(dist_sift4('xabxcdxxefxgx', '1ab2cd34ef5g6'), |
|
2545
|
|
|
0.461538461) |
|
2546
|
|
|
|
|
2547
|
|
|
self.assertAlmostEqual(dist_sift4('example', 'samples'), 0.285714285) |
|
2548
|
|
|
self.assertAlmostEqual(dist_sift4('sturgeon', 'urgently'), 0.375) |
|
2549
|
|
|
self.assertAlmostEqual(dist_sift4('levenshtein', 'frankenstein'), 0.5) |
|
2550
|
|
|
self.assertAlmostEqual(dist_sift4('distance', 'difference'), 0.5) |
|
2551
|
|
|
|
|
2552
|
|
|
# Tests copied from |
|
2553
|
|
|
# https://github.com/tdebatty/java-string-similarity/blob/master/src/test/java/info/debatty/java/stringsimilarity/experimental/Sift4Test.java |
|
2554
|
|
|
self.assertAlmostEqual(dist_sift4('This is the first string', |
|
2555
|
|
|
'And this is another string', |
|
2556
|
|
|
5), 0.423076923) |
|
2557
|
|
|
self.assertAlmostEqual(dist_sift4('Lorem ipsum dolor sit amet, ' + |
|
2558
|
|
|
'consectetur adipiscing elit.', |
|
2559
|
|
|
'Amet Lorm ispum dolor sit amet, ' + |
|
2560
|
|
|
'consetetur adixxxpiscing elit.', |
|
2561
|
|
|
10), 0.193548387) |
|
2562
|
|
|
|
|
2563
|
|
|
# cases with max_distance |
|
2564
|
|
|
self.assertAlmostEqual(dist_sift4('example', 'samples', 5, 5), |
|
2565
|
|
|
0.714285714) |
|
2566
|
|
|
self.assertAlmostEqual(dist_sift4('sturgeon', 'urgently', 5, 5), 0.625) |
|
2567
|
|
|
self.assertAlmostEqual(dist_sift4('levenshtein', 'frankenstein', 5, 5), |
|
2568
|
|
|
0.416666666) |
|
2569
|
|
|
self.assertAlmostEqual(dist_sift4('distance', 'difference', 5, 5), 0.5) |
|
2570
|
|
|
|
|
2571
|
|
|
def test_sim_sift4(self): |
|
2572
|
|
|
"""Test abydos.distance.sim_sift4.""" |
|
2573
|
|
|
# tests copied from Lukas Benedix's post at |
|
2574
|
|
|
# https://siderite.blogspot.com/2014/11/super-fast-and-accurate-string-distance.html |
|
2575
|
|
|
self.assertEqual(sim_sift4('', ''), 1) |
|
2576
|
|
|
self.assertEqual(sim_sift4('a', ''), 0) |
|
2577
|
|
|
self.assertEqual(sim_sift4('', 'a'), 0) |
|
2578
|
|
|
self.assertEqual(sim_sift4('abc', ''), 0) |
|
2579
|
|
|
self.assertEqual(sim_sift4('', 'abc'), 0) |
|
2580
|
|
|
|
|
2581
|
|
|
self.assertEqual(sim_sift4('a', 'a'), 1) |
|
2582
|
|
|
self.assertEqual(sim_sift4('abc', 'abc'), 1) |
|
2583
|
|
|
|
|
2584
|
|
|
self.assertEqual(sim_sift4('a', 'ab'), 0.5) |
|
2585
|
|
|
self.assertAlmostEqual(sim_sift4('ac', 'abc'), 2/3) |
|
2586
|
|
|
self.assertAlmostEqual(sim_sift4('abcdefg', 'xabxcdxxefxgx'), |
|
2587
|
|
|
0.461538461) |
|
2588
|
|
|
|
|
2589
|
|
|
self.assertEqual(sim_sift4('ab', 'b'), 0.5) |
|
2590
|
|
|
self.assertEqual(sim_sift4('ab', 'a'), 0.5) |
|
2591
|
|
|
self.assertAlmostEqual(sim_sift4('abc', 'ac'), 2/3) |
|
2592
|
|
|
self.assertAlmostEqual(sim_sift4('xabxcdxxefxgx', 'abcdefg'), |
|
2593
|
|
|
0.461538461) |
|
2594
|
|
|
|
|
2595
|
|
|
self.assertEqual(sim_sift4('a', 'b'), 0) |
|
2596
|
|
|
self.assertEqual(sim_sift4('ab', 'ac'), 0.5) |
|
2597
|
|
|
self.assertEqual(sim_sift4('ac', 'bc'), 0.5) |
|
2598
|
|
|
self.assertAlmostEqual(sim_sift4('abc', 'axc'), 2/3) |
|
2599
|
|
|
self.assertAlmostEqual(sim_sift4('xabxcdxxefxgx', '1ab2cd34ef5g6'), |
|
2600
|
|
|
0.538461538) |
|
2601
|
|
|
|
|
2602
|
|
|
self.assertAlmostEqual(sim_sift4('example', 'samples'), 0.714285714) |
|
2603
|
|
|
self.assertAlmostEqual(sim_sift4('sturgeon', 'urgently'), 0.625) |
|
2604
|
|
|
self.assertAlmostEqual(sim_sift4('levenshtein', 'frankenstein'), 0.5) |
|
2605
|
|
|
self.assertAlmostEqual(sim_sift4('distance', 'difference'), 0.5) |
|
2606
|
|
|
|
|
2607
|
|
|
# Tests copied from |
|
2608
|
|
|
# https://github.com/tdebatty/java-string-similarity/blob/master/src/test/java/info/debatty/java/stringsimilarity/experimental/Sift4Test.java |
|
2609
|
|
|
self.assertAlmostEqual(sim_sift4('This is the first string', |
|
2610
|
|
|
'And this is another string', |
|
2611
|
|
|
5), 0.576923077) |
|
2612
|
|
|
self.assertAlmostEqual(sim_sift4('Lorem ipsum dolor sit amet, ' + |
|
2613
|
|
|
'consectetur adipiscing elit.', |
|
2614
|
|
|
'Amet Lorm ispum dolor sit amet, ' + |
|
2615
|
|
|
'consetetur adixxxpiscing elit.', |
|
2616
|
|
|
10), 0.806451613) |
|
2617
|
|
|
|
|
2618
|
|
|
# cases with max_distance |
|
2619
|
|
|
self.assertAlmostEqual(sim_sift4('example', 'samples', 5, 5), |
|
2620
|
|
|
0.285714286) |
|
2621
|
|
|
self.assertAlmostEqual(sim_sift4('sturgeon', 'urgently', 5, 5), 0.375) |
|
2622
|
|
|
self.assertAlmostEqual(sim_sift4('levenshtein', 'frankenstein', 5, 5), |
|
2623
|
|
|
0.583333333) |
|
2624
|
|
|
self.assertAlmostEqual(sim_sift4('distance', 'difference', 5, 5), 0.5) |
|
2625
|
|
|
|
|
2626
|
|
|
|
|
2627
|
|
|
class BaystatTestCases(unittest.TestCase): |
|
2628
|
|
|
"""Test Baystat functions. |
|
2629
|
|
|
|
|
2630
|
|
|
abydos.distance.sim_baystat & .dist_baystat |
|
2631
|
|
|
""" |
|
2632
|
|
|
|
|
2633
|
|
|
def test_sim_baystat(self): |
|
2634
|
|
|
"""Test abydos.distance.sim_editex.""" |
|
2635
|
|
|
# Base cases |
|
2636
|
|
|
self.assertEqual(sim_baystat('', ''), 1) |
|
2637
|
|
|
self.assertEqual(sim_baystat('Colin', ''), 0) |
|
2638
|
|
|
self.assertEqual(sim_baystat('Colin', 'Colin'), 1) |
|
2639
|
|
|
|
|
2640
|
|
|
# Examples given in the paper |
|
2641
|
|
|
# https://www.statistik.bayern.de/medien/statistik/zensus/zusammenf__hrung_von_datenbest__nden_ohne_numerische_identifikatoren.pdf |
|
2642
|
|
|
self.assertAlmostEqual(sim_baystat('DRAKOMENA', 'DRAOMINA'), 7/9) |
|
2643
|
|
|
self.assertAlmostEqual(sim_baystat('RIEKI', 'RILKI'), 4/5) |
|
2644
|
|
|
self.assertAlmostEqual(sim_baystat('ATANASSIONI', 'ATANASIOU'), 8/11) |
|
2645
|
|
|
self.assertAlmostEqual(sim_baystat('LIESKOVSKY', 'LIESZKOVSZKY'), |
|
2646
|
|
|
10/12) |
|
2647
|
|
|
self.assertAlmostEqual(sim_baystat('JEANETTE', 'JEANNETTE'), 8/9) |
|
2648
|
|
|
self.assertAlmostEqual(sim_baystat('JOHANNES', 'JOHAN'), 0.625) |
|
2649
|
|
|
self.assertAlmostEqual(sim_baystat('JOHANNES', 'HANS'), 0.375) |
|
2650
|
|
|
self.assertAlmostEqual(sim_baystat('JOHANNES', 'HANNES'), 0.75) |
|
2651
|
|
|
self.assertAlmostEqual(sim_baystat('ZIMMERMANN', 'SEMMERMANN'), 0.8) |
|
2652
|
|
|
self.assertAlmostEqual(sim_baystat('ZIMMERMANN', 'ZIMMERER'), 0.6) |
|
2653
|
|
|
self.assertAlmostEqual(sim_baystat('ZIMMERMANN', 'ZIMMER'), 0.6) |
|
2654
|
|
|
|
|
2655
|
|
|
# Tests to maximize coverage |
|
2656
|
|
|
self.assertAlmostEqual(sim_baystat('ZIMMERMANN', 'SEMMERMANN', |
|
2657
|
|
|
2, 2, 2), 0.8) |
|
2658
|
|
|
self.assertAlmostEqual(sim_baystat('ZIMMER', 'ZIMMERMANN'), 0.6) |
|
2659
|
|
|
|
|
2660
|
|
|
def test_dist_baystat(self): |
|
2661
|
|
|
"""Test abydos.distance.dist_editex.""" |
|
2662
|
|
|
# Base cases |
|
2663
|
|
|
self.assertEqual(dist_baystat('', ''), 0) |
|
2664
|
|
|
self.assertEqual(dist_baystat('Colin', ''), 1) |
|
2665
|
|
|
self.assertEqual(dist_baystat('Colin', 'Colin'), 0) |
|
2666
|
|
|
|
|
2667
|
|
|
# Examples given in the paper |
|
2668
|
|
|
# https://www.statistik.bayern.de/medien/statistik/zensus/zusammenf__hrung_von_datenbest__nden_ohne_numerische_identifikatoren.pdf |
|
2669
|
|
|
self.assertAlmostEqual(dist_baystat('DRAKOMENA', 'DRAOMINA'), 2/9) |
|
2670
|
|
|
self.assertAlmostEqual(dist_baystat('RIEKI', 'RILKI'), 1/5) |
|
2671
|
|
|
self.assertAlmostEqual(dist_baystat('ATANASSIONI', 'ATANASIOU'), 3/11) |
|
2672
|
|
|
self.assertAlmostEqual(dist_baystat('LIESKOVSKY', 'LIESZKOVSZKY'), |
|
2673
|
|
|
2/12) |
|
2674
|
|
|
self.assertAlmostEqual(dist_baystat('JEANETTE', 'JEANNETTE'), 1/9) |
|
2675
|
|
|
self.assertAlmostEqual(dist_baystat('JOHANNES', 'JOHAN'), 0.375) |
|
2676
|
|
|
self.assertAlmostEqual(dist_baystat('JOHANNES', 'HANS'), 0.625) |
|
2677
|
|
|
self.assertAlmostEqual(dist_baystat('JOHANNES', 'HANNES'), 0.25) |
|
2678
|
|
|
self.assertAlmostEqual(dist_baystat('ZIMMERMANN', 'SEMMERMANN'), 0.2) |
|
2679
|
|
|
self.assertAlmostEqual(dist_baystat('ZIMMERMANN', 'ZIMMERER'), 0.4) |
|
2680
|
|
|
self.assertAlmostEqual(dist_baystat('ZIMMERMANN', 'ZIMMER'), 0.4) |
|
2681
|
|
|
|
|
2682
|
|
|
|
|
2683
|
|
|
class TypoTestCases(unittest.TestCase): |
|
2684
|
|
|
"""Test Typo functions. |
|
2685
|
|
|
|
|
2686
|
|
|
abydos.distance.typo, sim_typo & .dist_typo |
|
2687
|
|
|
""" |
|
2688
|
|
|
|
|
2689
|
|
|
def test_typo(self): |
|
2690
|
|
|
"""Test abydos.distance.typo.""" |
|
2691
|
|
|
# Base cases |
|
2692
|
|
|
self.assertEqual(typo('', ''), 0) |
|
2693
|
|
|
self.assertEqual(typo('', 'typo'), 4) |
|
2694
|
|
|
self.assertEqual(typo('typo', ''), 4) |
|
2695
|
|
|
|
|
2696
|
|
|
self.assertEqual(typo('asdf', 'zxcv'), 2) |
|
2697
|
|
|
self.assertEqual(typo('asdf', 'ASDF'), 1) |
|
2698
|
|
|
self.assertEqual(typo('asdf', 'qsdf'), 0.5) |
|
2699
|
|
|
|
|
2700
|
|
|
self.assertAlmostEqual(typo('asdf', 'asdt', metric='euclidean'), |
|
2701
|
|
|
0.70710677) |
|
2702
|
|
|
self.assertAlmostEqual(typo('asdf', 'asdt', metric='manhattan'), |
|
2703
|
|
|
1) |
|
2704
|
|
|
self.assertAlmostEqual(typo('asdf', 'asdt', metric='log-euclidean'), |
|
2705
|
|
|
0.4406868) |
|
2706
|
|
|
self.assertAlmostEqual(typo('asdf', 'asdt', metric='log-manhattan'), |
|
2707
|
|
|
0.54930615) |
|
2708
|
|
|
|
|
2709
|
|
|
self.assertRaises(ValueError, typo, 'asdf', 'Ösdf') |
|
2710
|
|
|
|
|
2711
|
|
|
def test_sim_typo(self): |
|
2712
|
|
|
"""Test abydos.distance.sim_typo.""" |
|
2713
|
|
|
# Base cases |
|
2714
|
|
|
self.assertEqual(sim_typo('', ''), 1) |
|
2715
|
|
|
self.assertEqual(sim_typo('', 'typo'), 0) |
|
2716
|
|
|
self.assertEqual(sim_typo('typo', ''), 0) |
|
2717
|
|
|
|
|
2718
|
|
|
self.assertEqual(sim_typo('asdf', 'zxcv'), 0.5) |
|
2719
|
|
|
self.assertEqual(sim_typo('asdf', 'ASDF'), 0.75) |
|
2720
|
|
|
self.assertEqual(sim_typo('asdf', 'qsdf'), 0.875) |
|
2721
|
|
|
|
|
2722
|
|
|
self.assertAlmostEqual(sim_typo('asdf', 'asdt', metric='euclidean'), |
|
2723
|
|
|
1-(0.70710677/4)) |
|
2724
|
|
|
self.assertAlmostEqual(sim_typo('asdf', 'asdt', metric='manhattan'), |
|
2725
|
|
|
0.75) |
|
2726
|
|
|
self.assertAlmostEqual(sim_typo('asdf', 'asdt', |
|
2727
|
|
|
metric='log-euclidean'), |
|
2728
|
|
|
1-(0.4406868/4)) |
|
2729
|
|
|
self.assertAlmostEqual(sim_typo('asdf', 'asdt', |
|
2730
|
|
|
metric='log-manhattan'), |
|
2731
|
|
|
1-(0.54930615/4)) |
|
2732
|
|
|
|
|
2733
|
|
|
def test_dist_typo(self): |
|
2734
|
|
|
"""Test abydos.distance.dist_typo.""" |
|
2735
|
|
|
# Base cases |
|
2736
|
|
|
self.assertEqual(dist_typo('', ''), 0) |
|
2737
|
|
|
self.assertEqual(dist_typo('', 'typo'), 1) |
|
2738
|
|
|
self.assertEqual(dist_typo('typo', ''), 1) |
|
2739
|
|
|
|
|
2740
|
|
|
self.assertEqual(dist_typo('asdf', 'zxcv'), 0.5) |
|
2741
|
|
|
self.assertEqual(dist_typo('asdf', 'ASDF'), 0.25) |
|
2742
|
|
|
self.assertEqual(dist_typo('asdf', 'qsdf'), 0.125) |
|
2743
|
|
|
|
|
2744
|
|
|
self.assertAlmostEqual(dist_typo('asdf', 'asdt', metric='euclidean'), |
|
2745
|
|
|
0.70710677/4) |
|
2746
|
|
|
self.assertAlmostEqual(dist_typo('asdf', 'asdt', metric='manhattan'), |
|
2747
|
|
|
0.25) |
|
2748
|
|
|
self.assertAlmostEqual(dist_typo('asdf', 'asdt', |
|
2749
|
|
|
metric='log-euclidean'), 0.4406868/4) |
|
2750
|
|
|
self.assertAlmostEqual(dist_typo('asdf', 'asdt', |
|
2751
|
|
|
metric='log-manhattan'), 0.54930615/4) |
|
2752
|
|
|
|
|
2753
|
|
|
|
|
2754
|
|
|
class IndelTestCases(unittest.TestCase): |
|
2755
|
|
|
"""Test indel functions. |
|
2756
|
|
|
|
|
2757
|
|
|
abydos.distance.sim_indel & .dist_indel |
|
2758
|
|
|
""" |
|
2759
|
|
|
|
|
2760
|
|
|
def test_sim_indel(self): |
|
2761
|
|
|
"""Test abydos.distance.sim_indel.""" |
|
2762
|
|
|
# Base cases |
|
2763
|
|
|
self.assertEqual(sim_indel('', ''), 1) |
|
2764
|
|
|
self.assertEqual(sim_indel('a', ''), 0) |
|
2765
|
|
|
self.assertEqual(sim_indel('', 'a'), 0) |
|
2766
|
|
|
self.assertEqual(sim_indel('abc', ''), 0) |
|
2767
|
|
|
self.assertEqual(sim_indel('', 'abc'), 0) |
|
2768
|
|
|
self.assertEqual(sim_indel('abcd', 'efgh'), 0) |
|
2769
|
|
|
|
|
2770
|
|
|
self.assertAlmostEqual(sim_indel('Nigel', 'Niall'), 0.6) |
|
2771
|
|
|
self.assertAlmostEqual(sim_indel('Niall', 'Nigel'), 0.6) |
|
2772
|
|
|
self.assertAlmostEqual(sim_indel('Colin', 'Coiln'), 0.8) |
|
2773
|
|
|
self.assertAlmostEqual(sim_indel('Coiln', 'Colin'), 0.8) |
|
2774
|
|
|
|
|
2775
|
|
|
def test_dist_indel(self): |
|
2776
|
|
|
"""Test abydos.distance.dist_indel.""" |
|
2777
|
|
|
# Base cases |
|
2778
|
|
|
self.assertEqual(dist_indel('', ''), 0) |
|
2779
|
|
|
self.assertEqual(dist_indel('a', ''), 1) |
|
2780
|
|
|
self.assertEqual(dist_indel('', 'a'), 1) |
|
2781
|
|
|
self.assertEqual(dist_indel('abc', ''), 1) |
|
2782
|
|
|
self.assertEqual(dist_indel('', 'abc'), 1) |
|
2783
|
|
|
self.assertEqual(dist_indel('abcd', 'efgh'), 1) |
|
2784
|
|
|
|
|
2785
|
|
|
self.assertAlmostEqual(dist_indel('Nigel', 'Niall'), 0.4) |
|
2786
|
|
|
self.assertAlmostEqual(dist_indel('Niall', 'Nigel'), 0.4) |
|
2787
|
|
|
self.assertAlmostEqual(dist_indel('Colin', 'Coiln'), 0.2) |
|
2788
|
|
|
self.assertAlmostEqual(dist_indel('Coiln', 'Colin'), 0.2) |
|
2789
|
|
|
|
|
2790
|
|
|
|
|
2791
|
|
|
class SynonameTestCases(unittest.TestCase): |
|
2792
|
|
|
"""Test Synoname functions. |
|
2793
|
|
|
|
|
2794
|
|
|
abydos.distance._synoname_strip_punct, _synoname_word_approximation, & |
|
2795
|
|
|
synoname |
|
2796
|
|
|
""" |
|
2797
|
|
|
|
|
2798
|
|
|
def test_synoname_strip_punct(self): |
|
2799
|
|
|
"""Test abydos.distance._synoname_strip_punct.""" |
|
2800
|
|
|
# Base cases |
|
2801
|
|
|
self.assertEqual(_synoname_strip_punct(''), '') |
|
2802
|
|
|
self.assertEqual(_synoname_strip_punct('abcdefg'), 'abcdefg') |
|
2803
|
|
|
self.assertEqual(_synoname_strip_punct('a\'b-c,d!e:f%g'), 'abcdefg') |
|
2804
|
|
|
|
|
2805
|
|
|
def test_synoname_word_approximation(self): |
|
2806
|
|
|
"""Test abydos.distance._synoname_word_approximation.""" |
|
2807
|
|
|
# Base cases |
|
2808
|
|
|
self.assertEqual(_synoname_word_approximation('', ''), 0) |
|
2809
|
|
|
|
|
2810
|
|
|
self.assertEqual( |
|
2811
|
|
|
_synoname_word_approximation('di Domenico di Bonaventura', |
|
2812
|
|
|
'di Tomme di Nuto', |
|
2813
|
|
|
'Cosimo', 'Luca'), 0.4) |
|
2814
|
|
|
self.assertEqual( |
|
2815
|
|
|
_synoname_word_approximation('Antonello da Messina', |
|
2816
|
|
|
'Messina', '', 'Antonello da', |
|
2817
|
|
|
{'gen_conflict': False, |
|
2818
|
|
|
'roman_conflict': False, |
|
2819
|
|
|
'src_specials': |
|
2820
|
|
|
[(35, 'b'), (35, 'c')], |
|
2821
|
|
|
'tar_specials': |
|
2822
|
|
|
[(35, 'b'), (35, 'c')]}), 0) |
|
2823
|
|
|
self.assertEqual( |
|
2824
|
|
|
_synoname_word_approximation('louis ii', 'louis ii', |
|
2825
|
|
|
'sr jean', 'sr pierre', |
|
2826
|
|
|
{'gen_conflict': False, |
|
2827
|
|
|
'roman_conflict': False, |
|
2828
|
|
|
'src_specials': |
|
2829
|
|
|
[(49, 'b'), (68, 'd'), |
|
2830
|
|
|
(121, 'b')], |
|
2831
|
|
|
'tar_specials': |
|
2832
|
|
|
[(49, 'b'), (68, 'd'), |
|
2833
|
|
|
(121, 'b')]}), 0) |
|
2834
|
|
|
self.assertEqual( |
|
2835
|
|
|
_synoname_word_approximation('louis ii', 'louis ii', |
|
2836
|
|
|
'il giovane', 'sr cadet', |
|
2837
|
|
|
{'gen_conflict': False, |
|
2838
|
|
|
'roman_conflict': False, |
|
2839
|
|
|
'src_specials': |
|
2840
|
|
|
[(46, 'a'), (49, 'b'), |
|
2841
|
|
|
(52, 'a'), (68, 'd')], |
|
2842
|
|
|
'tar_specials': |
|
2843
|
|
|
[(8, 'a'), (49, 'b'), |
|
2844
|
|
|
(68, 'd'), (121, 'a')]}), 1) |
|
2845
|
|
|
self.assertAlmostEqual( |
|
2846
|
|
|
_synoname_word_approximation('louis ii', 'louis ii', |
|
2847
|
|
|
'ste.-geo ste.', 'ste.-jo ste.', |
|
2848
|
|
|
{'gen_conflict': False, |
|
2849
|
|
|
'roman_conflict': False, |
|
2850
|
|
|
'src_specials': |
|
2851
|
|
|
[(49, 'b'), (68, 'd'), |
|
2852
|
|
|
(127, 'b'), (127, 'X')], |
|
2853
|
|
|
'tar_specials': |
|
2854
|
|
|
[(49, 'b'), (68, 'd'), |
|
2855
|
|
|
(127, 'b'), (127, 'X')]}), 2/3) |
|
2856
|
|
|
self.assertAlmostEqual( |
|
2857
|
|
|
_synoname_word_approximation('louis ii', 'louis', |
|
2858
|
|
|
'ste.-geo ste.', '', |
|
2859
|
|
|
{'gen_conflict': False, |
|
2860
|
|
|
'roman_conflict': False, |
|
2861
|
|
|
'src_specials': |
|
2862
|
|
|
[(49, 'b'), (68, 'd'), |
|
2863
|
|
|
(127, 'b'), (127, 'X')], |
|
2864
|
|
|
'tar_specials': []}), 0) |
|
2865
|
|
|
self.assertAlmostEqual( |
|
2866
|
|
|
_synoname_word_approximation('lou ii', 'louis', 'louis iv', 'ste.', |
|
2867
|
|
|
{}), 0) |
|
2868
|
|
|
self.assertEqual( |
|
2869
|
|
|
_synoname_word_approximation('ren', 'loren ste.', '', '', |
|
2870
|
|
|
{'tar_specials': [(68, 'd'), |
|
2871
|
|
|
(127, 'X')], |
|
2872
|
|
|
'src_specials': [(0, '')]}), 1) |
|
2873
|
|
|
|
|
2874
|
|
|
def test_synoname(self): |
|
2875
|
|
|
"""Test abydos.distance.synoname.""" |
|
2876
|
|
|
# Base cases |
|
2877
|
|
|
self.assertEqual(synoname('', ''), 1) |
|
2878
|
|
|
self.assertEqual(synoname('', '', tests=['exact']), 1) |
|
2879
|
|
|
self.assertEqual(synoname('', '', tests=[]), 13) |
|
2880
|
|
|
self.assertEqual(synoname('', '', tests=['nonsense-test']), 13) |
|
2881
|
|
|
self.assertEqual(synoname('', '', ret_name=True), 'exact') |
|
2882
|
|
|
|
|
2883
|
|
|
# Test input formats |
|
2884
|
|
|
self.assertEqual(synoname(('Brueghel II (the Younger)', 'Pieter', |
|
2885
|
|
|
'Workshop of'), |
|
2886
|
|
|
('Brueghel II (the Younger)', 'Pieter', |
|
2887
|
|
|
'Workshop of')), 1) |
|
2888
|
|
|
self.assertEqual(synoname('Brueghel II (the Younger)#Pieter#' + |
|
2889
|
|
|
'Workshop of', |
|
2890
|
|
|
'Brueghel II (the Younger)#Pieter#' + |
|
2891
|
|
|
'Workshop of'), 1) |
|
2892
|
|
|
self.assertEqual(synoname('22#Brueghel II (the Younger)#Pieter#' + |
|
2893
|
|
|
'Workshop of', |
|
2894
|
|
|
'44#Brueghel II (the Younger)#Pieter#' + |
|
2895
|
|
|
'Workshop of'), 1) |
|
2896
|
|
|
|
|
2897
|
|
|
# approx_c tests |
|
2898
|
|
|
self.assertEqual(synoname(('Master of Brueghel II (the Younger)', |
|
2899
|
|
|
'Pieter', 'Workshop of'), |
|
2900
|
|
|
('Brueghel I (the Elder)', 'Pieter', |
|
2901
|
|
|
'Workshop of')), 13) |
|
2902
|
|
|
self.assertEqual(synoname(('Master of Brueghel II', |
|
2903
|
|
|
'Pieter', 'Workshop of'), |
|
2904
|
|
|
('Master known as the Brueghel II', 'Pieter', |
|
2905
|
|
|
'Workshop of')), 10) |
|
2906
|
|
|
|
|
2907
|
|
|
# Types 1-12 |
|
2908
|
|
|
self.assertEqual(synoname(('Brueghel', 'Pieter', ''), |
|
2909
|
|
|
('Brueghel', 'Pieter', ''), |
|
2910
|
|
|
ret_name=True), 'exact') |
|
2911
|
|
|
|
|
2912
|
|
|
self.assertEqual(synoname(('Brueghel II', 'Pieter', ''), |
|
2913
|
|
|
('Brueghel I', 'Pieter', ''), |
|
2914
|
|
|
ret_name=True), 'no_match') |
|
2915
|
|
|
self.assertEqual(synoname(('Breghel', 'Pieter', ''), |
|
2916
|
|
|
('Brueghel', 'Pieter', ''), |
|
2917
|
|
|
ret_name=True), 'omission') |
|
2918
|
|
|
self.assertEqual(synoname(('Brueghel', 'Pieter', ''), |
|
2919
|
|
|
('Breghel', 'Pieter', ''), |
|
2920
|
|
|
ret_name=True), 'omission') |
|
2921
|
|
|
self.assertEqual(synoname(('Brueghel', 'Piter', ''), |
|
2922
|
|
|
('Brueghel', 'Pieter', ''), |
|
2923
|
|
|
ret_name=True), 'omission') |
|
2924
|
|
|
self.assertEqual(synoname(('Brueghel', 'Pieter', ''), |
|
2925
|
|
|
('Brueghel', 'Piter', ''), |
|
2926
|
|
|
ret_name=True), 'omission') |
|
2927
|
|
|
self.assertEqual(synoname(('Brughel', 'Pieter', ''), |
|
2928
|
|
|
('Breghel', 'Pieter', ''), |
|
2929
|
|
|
ret_name=True), 'substitution') |
|
2930
|
|
|
self.assertEqual(synoname(('Breughel', 'Peter', ''), |
|
2931
|
|
|
('Breughel', 'Piter', ''), |
|
2932
|
|
|
ret_name=True), 'substitution') |
|
2933
|
|
|
self.assertEqual(synoname(('Brueghel', 'Pieter', ''), |
|
2934
|
|
|
('Breughel', 'Pieter', ''), |
|
2935
|
|
|
ret_name=True), 'transposition') |
|
2936
|
|
|
self.assertEqual(synoname(('Brueghel', 'Peiter', ''), |
|
2937
|
|
|
('Brueghel', 'Pieter', ''), |
|
2938
|
|
|
ret_name=True), 'transposition') |
|
2939
|
|
|
|
|
2940
|
|
|
self.assertEqual(synoname(('Brueghel:', 'Pieter', ''), |
|
2941
|
|
|
('Brueghel', 'Pi-eter', ''), |
|
2942
|
|
|
ret_name=True), 'punctuation') |
|
2943
|
|
|
self.assertEqual(synoname(('Brueghel,', 'Pieter', ''), |
|
2944
|
|
|
('Brueghel', 'Pieter...', ''), |
|
2945
|
|
|
ret_name=True), 'punctuation') |
|
2946
|
|
|
self.assertEqual(synoname(('Seu rat', 'George Pierre', ''), |
|
2947
|
|
|
('Seu-rat', 'George-Pierre', ''), |
|
2948
|
|
|
ret_name=True), 'punctuation') |
|
2949
|
|
|
self.assertEqual(synoname(('Picasso', '', ''), |
|
2950
|
|
|
('Picasso', 'Pablo', ''), |
|
2951
|
|
|
ret_name=True), 'no_first') |
|
2952
|
|
|
self.assertEqual(synoname(('Pereira', 'I. R.', ''), |
|
2953
|
|
|
('Pereira', 'Irene Rice', ''), |
|
2954
|
|
|
ret_name=True), 'initials') |
|
2955
|
|
|
self.assertEqual(synoname(('Pereira', 'I.', ''), |
|
2956
|
|
|
('Pereira', 'Irene Rice', ''), |
|
2957
|
|
|
ret_name=True), 'initials') |
|
2958
|
|
|
self.assertNotEqual(synoname(('Pereira', 'I. R.', ''), |
|
2959
|
|
|
('Pereira', 'I. Smith', ''), |
|
2960
|
|
|
ret_name=True), 'initials') |
|
2961
|
|
|
self.assertNotEqual(synoname(('Pereira', 'I. R. S.', ''), |
|
2962
|
|
|
('Pereira', 'I. S. R.', ''), |
|
2963
|
|
|
ret_name=True), 'initials') |
|
2964
|
|
|
self.assertEqual(synoname(('de Goya', 'Francisco', ''), |
|
2965
|
|
|
('de Goya y Lucientes', 'Francisco', ''), |
|
2966
|
|
|
ret_name=True), 'extension') |
|
2967
|
|
|
self.assertEqual(synoname(('Seurat', 'George', ''), |
|
2968
|
|
|
('Seurat', 'George-Pierre', ''), |
|
2969
|
|
|
ret_name=True), 'extension') |
|
2970
|
|
|
self.assertEqual(synoname(('Gericault', 'Theodore', ''), |
|
2971
|
|
|
('Gericault', 'Jean Louis Andre Theodore', |
|
2972
|
|
|
''), |
|
2973
|
|
|
ret_name=True), 'inclusion') |
|
2974
|
|
|
self.assertEqual(synoname(('Dore', 'Gustave', ''), |
|
2975
|
|
|
('Dore', 'Paul Gustave Louis Christophe', |
|
2976
|
|
|
''), |
|
2977
|
|
|
ret_name=True), 'inclusion') |
|
2978
|
|
|
|
|
2979
|
|
|
self.assertEqual(synoname(('Rosetti', 'Dante Gabriel', ''), |
|
2980
|
|
|
('Rosetti', 'Gabriel Charles Dante', ''), |
|
2981
|
|
|
ret_name=True), 'word_approx') |
|
2982
|
|
|
self.assertEqual(synoname(('di Domenico di Bonaventura', 'Cosimo', ''), |
|
2983
|
|
|
('di Tomme di Nuto', 'Luca', ''), |
|
2984
|
|
|
ret_name=True), 'no_match') |
|
2985
|
|
|
self.assertEqual(synoname(('Pereira', 'I. R.', ''), |
|
2986
|
|
|
('Pereira', 'I. Smith', ''), |
|
2987
|
|
|
ret_name=True), 'word_approx') |
|
2988
|
|
|
self.assertEqual(synoname(('Antonello da Messina', '', ''), |
|
2989
|
|
|
('Messina', 'Antonello da', ''), |
|
2990
|
|
|
ret_name=True), 'confusions') |
|
2991
|
|
|
self.assertEqual(synoname(('Brueghel', 'Pietter', ''), |
|
2992
|
|
|
('Bruegghel', 'Pieter', ''), |
|
2993
|
|
|
ret_name=True), 'char_approx') |
|
2994
|
|
|
|
|
2995
|
|
|
|
|
2996
|
|
|
class SimDistTestCases(unittest.TestCase): |
|
2997
|
|
|
"""Test generic sim & dist functions. |
|
2998
|
|
|
|
|
2999
|
|
|
abydos.distance.sim & .dist |
|
3000
|
|
|
""" |
|
3001
|
|
|
|
|
3002
|
|
|
def test_sim(self): |
|
3003
|
|
|
"""Test abydos.distance.sim.""" |
|
3004
|
|
|
self.assertEqual(sim('Niall', 'Nigel'), |
|
3005
|
|
|
sim_levenshtein('Niall', 'Nigel')) |
|
3006
|
|
|
self.assertRaises(AttributeError, sim, 'abc', 'abc', 0) |
|
3007
|
|
|
|
|
3008
|
|
|
def test_dist(self): |
|
3009
|
|
|
"""Test abydos.distance.dist.""" |
|
3010
|
|
|
self.assertEqual(dist('Niall', 'Nigel'), |
|
3011
|
|
|
dist_levenshtein('Niall', 'Nigel')) |
|
3012
|
|
|
self.assertRaises(AttributeError, dist, 'abc', 'abc', 0) |
|
3013
|
|
|
|
|
3014
|
|
|
|
|
3015
|
|
|
if __name__ == '__main__': |
|
3016
|
|
|
unittest.main() |
|
3017
|
|
|
|
chrislit /
abydos
