File: test_selection.py

package info (click to toggle)
mdtraj 1.11.0-2
  • links: PTS, VCS
  • area: main
  • in suites: forky, sid
  • size: 79,324 kB
  • sloc: python: 25,216; ansic: 6,266; cpp: 5,685; xml: 1,252; makefile: 192
file content (343 lines) | stat: -rw-r--r-- 10,412 bytes parent folder | download
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
# #############################################################################
# MDTraj: A Python Library for Loading, Saving, and Manipulating
# Molecular Dynamics Trajectories.
# Copyright 2012-2014 Stanford University and the Authors
#
# Authors: Matthew Harrigan
# Contributors: Carlos Xavier Hernandez
#
# MDTraj is free software: you can redistribute it and/or modify
# it under the terms of the GNU Lesser General Public License as
# published by the Free Software Foundation, either version 2.1
# of the License, or (at your option) any later version.
#
# This library is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
# GNU Lesser General Public License for more details.
#
# You should have received a copy of the GNU Lesser General Public
# License along with MDTraj. If not, see <http://www.gnu.org/licenses/>.
# #############################################################################

import ast

import numpy as np
import pytest

import mdtraj
from mdtraj.core.selection import parse_selection
from mdtraj.testing import eq


def pnode(s):
    return ast.parse(s, mode="eval").body


@pytest.fixture()
def ala(get_fn):
    return mdtraj.load(get_fn("alanine-dipeptide-explicit.pdb"))


@pytest.fixture()
def gbp(get_fn):
    return mdtraj.load(get_fn("2EQQ.pdb"))


def make_test_topology():
    t = mdtraj.Topology()
    c = t.add_chain()

    r1 = t.add_residue("ALA", c, resSeq=5)
    r2 = t.add_residue("HOH", c, resSeq=6)

    t.add_atom("CA", mdtraj.element.carbon, r1)
    t.add_atom("H", mdtraj.element.hydrogen, r1)

    t.add_atom("O", mdtraj.element.oxygen, r2)
    t.add_atom("H1", mdtraj.element.hydrogen, r2)
    t.add_atom("H2", mdtraj.element.hydrogen, r2)

    return t


tt = make_test_topology()


def test_range():
    eq(
        parse_selection("resSeq 1 to 10").astnode,
        pnode("1 <= atom.residue.resSeq <= 10"),
    )

    sp = parse_selection("resSeq 5 to 6")
    for a in tt.atoms:
        assert sp.expr(a)
    sp = parse_selection("resSeq 7 to 8")
    for a in tt.atoms:
        assert not sp.expr(a)


def test_unary_2():
    sp = parse_selection("all")
    for a in tt.atoms:
        assert sp.expr(a)

    sp = parse_selection("none")
    for a in tt.atoms:
        assert not sp.expr(a)


def test_unary_3():
    sp = parse_selection("protein or water")

    for a in tt.atoms:
        assert sp.expr(a)

    sp = parse_selection("protein and water")
    for a in tt.atoms:
        assert not sp.expr(a)

    sp = parse_selection("not (protein and water)")
    for a in tt.atoms:
        assert sp.expr(a)

    sp = parse_selection("not not (protein and water)")
    for a in tt.atoms:
        assert not sp.expr(a)


def test_binary_1():
    sp = parse_selection('resname "ALA"')
    assert sp.expr(tt.atom(0))
    assert sp.expr(tt.atom(1))

    sp = parse_selection("rescode A")
    assert sp.expr(tt.atom(0))
    assert sp.expr(tt.atom(1))

    sp = parse_selection("mass > 2")
    assert sp.expr(tt.atom(0))
    assert not sp.expr(tt.atom(1))
    assert sp.expr(tt.atom(2))

    sp = parse_selection("name ne O")
    assert sp.expr(tt.atom(0))
    assert not sp.expr(tt.atom(2))


def test_binary_2():
    sp = parse_selection("name O and mass > 2")
    assert sp.expr(tt.atom(2))
    assert not sp.expr(tt.atom(3))


def test_simple():
    sp = parse_selection("protein")
    eq(sp.source, "atom.residue.is_protein")
    assert sp.expr(tt.atom(0))
    assert sp.expr(tt.atom(1))
    assert not sp.expr(tt.atom(2))


def test_alias():
    sp = parse_selection("waters")
    eq(sp.source, "atom.residue.is_water")
    assert sp.expr(tt.atom(3))
    assert sp.expr(tt.atom(4))
    assert not sp.expr(tt.atom(0))


def test_unary_1():
    eq(parse_selection("all").astnode, pnode("True"))
    eq(parse_selection("everything").astnode, pnode("True"))
    eq(parse_selection("none").astnode, pnode("False"))
    eq(parse_selection("nothing").astnode, pnode("False"))
    eq(parse_selection("nucleic").astnode, pnode("atom.residue.is_nucleic"))
    eq(parse_selection("is_nucleic").astnode, pnode("atom.residue.is_nucleic"))
    eq(parse_selection("protein").astnode, pnode("atom.residue.is_protein"))
    eq(parse_selection("is_protein").astnode, pnode("atom.residue.is_protein"))
    eq(parse_selection("water").astnode, pnode("atom.residue.is_water"))
    eq(parse_selection("is_water").astnode, pnode("atom.residue.is_water"))
    eq(parse_selection("waters").astnode, pnode("atom.residue.is_water"))


def test_binary_selection_operator():
    eq(parse_selection("name < 1").astnode, pnode("atom.name < 1"))
    eq(parse_selection("name lt 1").astnode, pnode("atom.name < 1"))
    eq(parse_selection("name > 1").astnode, pnode("atom.name > 1"))
    eq(parse_selection("name gt 1").astnode, pnode("atom.name > 1"))
    eq(parse_selection("name == 1").astnode, pnode("atom.name == 1"))
    eq(parse_selection("name eq 1").astnode, pnode("atom.name == 1"))
    eq(parse_selection("name != 1").astnode, pnode("atom.name != 1"))
    eq(parse_selection("name ne 1").astnode, pnode("atom.name != 1"))
    eq(parse_selection("name >= 1").astnode, pnode("atom.name >= 1"))
    eq(parse_selection("name ge 1").astnode, pnode("atom.name >= 1"))
    eq(parse_selection("name <= 1").astnode, pnode("atom.name <= 1"))
    eq(parse_selection("name le 1").astnode, pnode("atom.name <= 1"))

    eq(parse_selection("1 == name").astnode, pnode("1 == atom.name"))
    eq(parse_selection("1 eq name").astnode, pnode("1 == atom.name"))


def test_raises():
    pytest.raises(ValueError, lambda: parse_selection("or"))
    pytest.raises(ValueError, lambda: parse_selection("a <"))


def test_raises2():
    pytest.raises(ValueError, lambda: parse_selection("dog 5"))
    pytest.raises(ValueError, lambda: parse_selection("dog == 5"))
    pytest.raises(ValueError, lambda: parse_selection("dog frog"))
    pytest.raises(ValueError, lambda: parse_selection("not dog"))
    pytest.raises(ValueError, lambda: parse_selection("protein or dog"))
    pytest.raises(ValueError, lambda: parse_selection("dog 1 to 5"))
    pytest.raises(ValueError, lambda: parse_selection("dog"))


def test_bool():
    sp = parse_selection("protein or water")
    eq(sp.source, "atom.residue.is_protein or atom.residue.is_water")

    sp = parse_selection("protein or water or all\n")
    eq(
        sp.source,
        "atom.residue.is_protein or atom.residue.is_water or True",
    )


def test_nested_bool():
    sp = parse_selection("nothing and water or all")
    eq(
        sp.source,
        "False and atom.residue.is_water or True",
    )

    sp = parse_selection("nothing and (water or all)")
    eq(
        sp.source,
        "False and (atom.residue.is_water or True)",
    )


def test_values():
    sp = parse_selection("resid 4")
    eq(sp.source, "atom.residue.index == 4")

    sp = parse_selection("chainid 4")
    eq(sp.source, "atom.residue.chain.index == 4")

    sp = parse_selection("resid > 4")
    eq(sp.source, "atom.residue.index > 4")

    sp = parse_selection("resid gt 4")
    eq(sp.source, "atom.residue.index > 4")

    sp = parse_selection("resid 5 to 8")
    eq(sp.source, "5 <= atom.residue.index <= 8")


def test_element():
    sp = parse_selection("element 'O'")
    eq(sp.source, "atom.element.symbol == 'O'")

    sp = parse_selection("mass 5.5 to 12.3")
    eq(sp.astnode, pnode("5.5 <= atom.element.mass <= 12.3"))


def test_not():
    sp = parse_selection("not protein")
    eq(sp.source, "not atom.residue.is_protein")

    sp = parse_selection("not not protein")
    eq(sp.source, "not not atom.residue.is_protein")

    sp = parse_selection("!protein")
    eq(sp.source, "not atom.residue.is_protein")


def test_re():
    sp = parse_selection("name =~ 'C.*'")
    eq(sp.source, "re.match('C.*', atom.name) is not None")

    sp = parse_selection("(name =~ 'C.*') and all")
    eq(sp.source, "re.match('C.*', atom.name) is not None and True")


@pytest.mark.skip("failed to parse selection")
def test_within(self):
    sp = parse_selection("within 5 of (backbone or sidechain)")
    eq(sp.source, "atom.within == 5 of atom.residue.is_backbone or atom.residue.is_sidechain")


def test_quotes():
    should_be = "atom.name == 'CA' and atom.residue.name == 'ALA'"

    sp = parse_selection("name CA and resname ALA")
    eq(sp.source, should_be)
    assert sp.expr(tt.atom(0))

    sp = parse_selection('name "CA" and resname ALA')
    eq(sp.source, should_be)
    assert sp.expr(tt.atom(0))

    sp = parse_selection("name 'CA' and resname ALA")
    eq(sp.source, should_be)
    assert sp.expr(tt.atom(0))


def test_top(ala):
    prot = ala.topology.select("protein")
    eq(np.asarray(prot), np.arange(22))

    wat = ala.topology.select("water")
    eq(np.asarray(wat), np.arange(22, 2269))


def test_top_2(ala):
    expr = ala.topology.select_expression("name O and water")
    eq(
        expr,
        "[atom.index for atom in topology.atoms if atom.name == 'O' and atom.residue.is_water]",
    )


def test_backbone(gbp):
    ref_backbone = gbp.topology.select(
        "protein and (name C or name CA or name N or name O)",
    )
    backbone = gbp.topology.select("backbone")
    is_backbone = gbp.topology.select("is_backbone")

    eq(np.asarray(backbone), np.asarray(ref_backbone))
    eq(np.asarray(is_backbone), np.asarray(ref_backbone))


def test_sidechain(gbp):
    ref_sidechain = gbp.topology.select(
        "protein and not (name C or name CA or name N or name O or name H or name HA)",
    )
    sidechain = gbp.topology.select("sidechain")
    is_sidechain = gbp.topology.select("is_sidechain")

    eq(np.asarray(sidechain), np.asarray(ref_sidechain))
    eq(np.asarray(is_sidechain), np.asarray(ref_sidechain))


def test_literal(gbp):
    name_og1_0 = gbp.topology.select('name "OG1"')
    name_og1_1 = gbp.topology.select("name 'OG1'")
    name_og1_2 = gbp.topology.select("name OG1")

    ref_og1 = np.asarray([a.index for a in gbp.topology.atoms if a.name == "OG1"])
    eq(name_og1_0, ref_og1)
    eq(name_og1_1, ref_og1)
    eq(name_og1_2, ref_og1)


def test_in():
    sp = parse_selection("resname ALA ASP GLU")
    eq(sp.source, "atom.residue.name in ['ALA', 'ASP', 'GLU']")

    sp = parse_selection("resid 100 101 102")
    eq(sp.source, "atom.residue.index in [100, 101, 102]")