File: test_grid.py

package info (click to toggle)
gemmi 0.5.7%2Bds-2
  • links: PTS, VCS
  • area: main
  • in suites: bookworm
  • size: 5,344 kB
  • sloc: cpp: 48,972; python: 4,352; ansic: 3,428; sh: 302; makefile: 69; f90: 42; javascript: 12
file content (183 lines) | stat: -rw-r--r-- 7,914 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
#!/usr/bin/env python

import math
import sys
import unittest
import zlib
import gemmi
from common import full_path, get_path_for_tempfile, assert_numpy_equal, numpy

class TestFloatGrid(unittest.TestCase):
    def test_reading(self):
        m = gemmi.read_ccp4_map(full_path('5i55_tiny.ccp4'))
        self.assertEqual(m.grid.nu, 8)
        self.assertEqual(m.grid.nv, 6)
        self.assertEqual(m.grid.nw, 10)
        self.assertEqual(m.header_i32(28), 0)
        m.set_header_i32(28, 20140)  # set NVERSION
        self.assertEqual(m.header_i32(28), 20140)
        dmax = m.header_float(21)
        self.assertEqual(dmax, max(p.value for p in m.grid))
        self.assertNotEqual(m.grid.axis_order, gemmi.AxisOrder.XYZ)
        m.setup(float('nan'))
        self.assertEqual(m.grid.axis_order, gemmi.AxisOrder.XYZ)
        self.assertEqual(m.grid.nu, 60)
        self.assertEqual(m.grid.nv, 24)
        self.assertEqual(m.grid.nw, 60)
        self.assertEqual(m.grid.point_count, 60 * 24 * 60)
        self.assertEqual(m.header_float(14), 90.0)  # 14 - alpha angle
        self.assertEqual(m.grid.unit_cell.alpha, 90.0)
        self.assertEqual(m.grid.spacegroup.ccp4, 4)  # P21

        extent = m.get_extent()
        self.assertEqual(extent.minimum.tolist(), [-1e-9]*3)
        nu = m.grid.nu
        self.assertTrue((nu - 1.) / nu < extent.maximum.x < 1)

        pos = gemmi.Position(19.4, 3., 21.)
        frac = m.grid.unit_cell.fractionalize(pos)
        pos_value = 2.1543798446655273
        self.assertAlmostEqual(m.grid.interpolate_value(pos), pos_value)
        self.assertAlmostEqual(m.grid.interpolate_value(frac), pos_value)

        # this spacegroup has symop -x, y+1/2, -z
        m.grid.set_value(60-3, 24//2+4, 60-5, 100)  # image of (3, 4, 5)
        self.assertEqual(m.grid.get_value(60-3, 24//2+4, 60-5), 100)
        self.assertTrue(math.isnan(m.grid.get_value(3, 4, 5)))
        m.grid.symmetrize_max()
        self.assertEqual(m.grid.get_value(3, 4, 5), 100)
        m.grid.set_value(3, 4, 5, float('nan'))
        self.assertTrue(math.isnan(m.grid.get_value(3, 4, 5)))
        m.grid.symmetrize_min()
        self.assertEqual(m.grid.get_value(3, 4, 5), 100)
        m.grid.set_value(60-3, 24//2+4, 60-5, float('nan'))
        m.grid.symmetrize_max()
        self.assertEqual(m.grid.get_value(60-3, 24//2+4, 60-5), 100)
        if numpy:
            arr = numpy.array(m.grid, copy=False)
            self.assertEqual(arr.shape, (60, 24, 60))
            self.assertEqual(arr[3][4][5], 100)
            grid2 = gemmi.FloatGrid(arr)
            self.assertTrue(numpy.allclose(m.grid, grid2, atol=0.0, rtol=0,
                                           equal_nan=True))

    def test_new(self):
        N = 24
        m = gemmi.FloatGrid(N, N, N)
        self.assertEqual(m.nu, N)
        self.assertEqual(m.nv, N)
        self.assertEqual(m.nw, N)
        m.set_value(1,2,3, 1.0)
        self.assertEqual(m.sum(), 1.0)
        m.spacegroup = gemmi.find_spacegroup_by_name('C2')
        self.assertEqual(m.spacegroup.number, 5)
        m.symmetrize_max()
        self.assertEqual(m.sum(), 4.0)
        m.get_point(0, 0, 0).value += 1
        self.assertEqual(m.sum(), 5.0)
        m.fill(2.0)
        m.spacegroup = gemmi.find_spacegroup_by_name('P 62 2 2')
        self.assertEqual(len(m.spacegroup.operations()), 12)
        m.set_value(1, 2, 3, 0.0)
        m.symmetrize_min()
        self.assertEqual(m.sum(), 2 * N * N * N - 2 * 12)

class TestCcp4Map(unittest.TestCase):
    @unittest.skipIf(numpy is None, "NumPy not installed.")
    def test_567_map(self):
        # make a small, contrived map
        data = numpy.arange(5*6*7, dtype=numpy.float32).reshape((5,6,7))
        cell = gemmi.UnitCell(150, 132, 140, 90, 90, 90)
        m = gemmi.Ccp4Map()
        m.grid = gemmi.FloatGrid(data, cell, gemmi.SpaceGroup('P 1'))
        m.update_ccp4_header()

        # write, read and compare
        tmp_path = get_path_for_tempfile(suffix='.ccp4')
        m.write_ccp4_map(tmp_path)
        with open(tmp_path, 'rb') as f:
            crc_mod_2_32 = zlib.crc32(f.read()) % 4294967296
            if sys.byteorder == 'little':
                self.assertEqual(crc_mod_2_32, 4078044323)
            elif sys.byteorder == 'big':
                self.assertEqual(crc_mod_2_32, 372922578)

        box = gemmi.FractionalBox()
        box.minimum = gemmi.Fractional(0.5/5, 1.5/6, 3.5/7)
        box.maximum = gemmi.Fractional(4.5/5, 2.5/6, 5.5/7)
        m.set_extent(box)
        cut_data = data[1:5, 2:3, 4:6]
        self.assertEqual(cut_data.shape, (4, 1, 2))
        self.assertTrue(numpy.array_equal(m.grid.array, cut_data))

        # CCP4 MAPMASK generated tests/iota_yzx.ccp4.gz from map m:
        #   mapmask mapin iota_full.ccp4 mapout iota_yzx.ccp4 << eof
        #   XYZLIM 0.3 0.9 3.4 3.45 -0.5 -0.3
        #   AXIS Y Z X
        #   MODE mapin
        #   eof
        yzx_path = full_path('iota_yzx.ccp4.gz')
        expanded_data = numpy.full(data.shape, float('nan'), dtype=data.dtype)
        expanded_data[1:5, 2:3, 4:6] = cut_data

        mcut = gemmi.read_ccp4_map(yzx_path, setup=False)
        self.assertEqual(mcut.axis_positions(), [2, 0, 1])
        mcut.setup(float('nan'), gemmi.MapSetup.ReorderOnly)
        self.assertEqual(mcut.axis_positions(), [0, 1, 2])
        self.assertFalse(mcut.full_cell())
        self.assertEqual(mcut.grid.axis_order, gemmi.AxisOrder.Unknown)
        self.assertTrue(numpy.array_equal(mcut.grid.array, cut_data))

        mcut = gemmi.read_ccp4_map(full_path(yzx_path), setup=False)
        self.assertFalse(mcut.full_cell())
        self.assertEqual(mcut.grid.axis_order, gemmi.AxisOrder.Unknown)
        mcut.setup(float('nan'), gemmi.MapSetup.NoSymmetry)
        self.assertTrue(mcut.full_cell())
        self.assertEqual(mcut.grid.axis_order, gemmi.AxisOrder.XYZ)
        assert_numpy_equal(self, mcut.grid.array, expanded_data)

        mcut = gemmi.read_ccp4_map(full_path(yzx_path), setup=True)
        self.assertTrue(mcut.full_cell())
        self.assertEqual(mcut.grid.axis_order, gemmi.AxisOrder.XYZ)
        assert_numpy_equal(self, mcut.grid.array, expanded_data)

    def test_normalize(self):
        yzx_path = full_path('iota_yzx.ccp4.gz')
        m = gemmi.read_ccp4_map(full_path(yzx_path), setup=True)
        m.grid.normalize()
        m.update_ccp4_header()
        mean = m.header_float(22)
        rms = m.header_float(55)
        self.assertAlmostEqual(mean, 0)
        self.assertAlmostEqual(rms, 1)

    @unittest.skipIf(numpy is None, "NumPy not installed.")
    def test_get_subarray(self):
        data = numpy.arange(5*6*7, dtype=numpy.float32).reshape((5,6,7))
        grid = gemmi.FloatGrid(data)
        sub = grid.get_subarray([4,-3,20], [5,10,4])
        self.assertEqual(sub[0][0][0], 195.)
        self.assertEqual(sub[1][2][3], 37.)
        self.assertEqual(sub[-1][-1][-1], 128.)
        grid.set_subarray(-sub, [4,-3,20])
        sub2 = grid.get_subarray([4,-3,20], [5,10,4])
        assert_numpy_equal(self, -sub, sub2)

    @unittest.skipIf(numpy is None, "NumPy not installed.")
    def test_setup_nosymmetry(self):
        m = gemmi.read_ccp4_map(full_path('5i55_tiny.ccp4'))
        orig_point_count = m.grid.point_count
        m.setup(0, gemmi.MapSetup.Full)
        full_nonzero = numpy.count_nonzero(m.grid.array)
        self.assertTrue(full_nonzero > orig_point_count)
        m = gemmi.read_ccp4_map(full_path('5i55_tiny.ccp4'))
        m.setup(0, gemmi.MapSetup.NoSymmetry)
        nosym_nonzero = numpy.count_nonzero(m.grid.array)
        self.assertEqual(full_nonzero, nosym_nonzero * 2)
        nonzero_ext = m.grid.get_nonzero_extent()
        span = nonzero_ext.maximum - nonzero_ext.minimum
        volume = span[0] * span[1] * span[2]
        self.assertAlmostEqual(orig_point_count / m.grid.point_count, volume)

if __name__ == '__main__':
    unittest.main()