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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446 447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463 464 465 466 467 468 469 470 471 472 473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491 492 493 494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532
|
from __future__ import print_function
import unittest
import os, copy
import math
import numpy
from rdkit.six.moves import cPickle as pickle
from rdkit.six import next
from rdkit import Chem
from rdkit.Chem import AllChem
from rdkit.Chem import rdDistGeom, ChemicalForceFields, rdMolAlign
from rdkit import RDConfig, rdBase
from rdkit.Geometry import rdGeometry as geom
from rdkit.RDLogger import logger
logger = logger()
def feq(v1, v2, tol=1.e-4):
return abs(v1 - v2) < tol
def lstEq(l1, l2, tol=1.0e-4):
ln = len(l1)
if (ln != len(l2)):
return 0
for i in range(ln):
if abs(l1[i] - l2[i]) > tol:
return 0
return 1
def compareWithOld(smilesFile, sdFile):
smiSup = Chem.SmilesMolSupplier(smilesFile, ",", 0, -1)
sdsup = Chem.SDMolSupplier(sdFile)
im = 0
for mol in smiSup:
cid = rdDistGeom.EmbedMolecule(mol, 10, 1)
omol = sdsup[im]
assert cid == 0
conf = mol.GetConformer(0)
oconf = omol.GetConformer()
nat = mol.GetNumAtoms()
for i in range(nat):
#atm = mol.GetAtomWithIdx(i)
#oatm = omol.GetAtomWithIdx(i)
pos = conf.GetAtomPosition(i)
opos = oconf.GetAtomPosition(i)
if not lstEq(pos, opos):
return 0
im += 1
return 1
def compareMatrices(bm1, bm2, map, tol=1.0e-5):
N = numpy.shape(bm1)[0]
for i in range(1, N):
for j in range(i):
l, m = map[i], map[j]
if (l < m):
l, m = m, l
if (abs(bm1[l, m] - bm2[i, j]) > tol):
return 0
if (abs(bm1[m, l] - bm2[j, i]) > tol):
return 0
return 1
def compareOrder(smi1, smi2, tol=1.0e-5):
m1 = Chem.MolFromSmiles(smi1)
m2 = Chem.MolFromSmiles(smi2)
bm1 = rdDistGeom.GetMoleculeBoundsMatrix(m1)
bm2 = rdDistGeom.GetMoleculeBoundsMatrix(m2)
map = m1.GetSubstructMatch(m2)
return compareMatrices(bm1, bm2, map, tol)
def computeDist(lst1, lst2):
res = 0.0
for i, val in enumerate(lst1):
res += (val - lst2[i]) * (val - lst2[i])
res = math.sqrt(res)
return res
def computeChiralVol(pt1, pt2, pt3, pt4):
v1 = pt1 - pt4
v2 = pt2 - pt4
v3 = pt3 - pt4
cp = v2.CrossProduct(v3)
vol = v1.DotProduct(cp)
return vol
class TestCase(unittest.TestCase):
def setUp(self):
pass
def _test0Cdk2(self):
fileN = os.path.join(RDConfig.RDBaseDir, 'Code', 'GraphMol', 'DistGeomHelpers', 'test_data',
'cis_trans_cases.csv')
ofile = os.path.join(RDConfig.RDBaseDir, 'Code', 'GraphMol', 'DistGeomHelpers', 'test_data',
'embedDistOpti.sdf')
self.assertTrue(compareWithOld(fileN, ofile))
def test1Small(self):
#writer = Chem.SDWriter("test.sdf")
# single double and tripple atoms cases should not fail
mol = Chem.MolFromSmiles('O')
rdDistGeom.EmbedMolecule(mol, 10, 1)
conf = mol.GetConformer()
self.assertTrue(lstEq(conf.GetAtomPosition(0), [0.0, 0.0, 0.0]))
#writer.write(mol)
mol = Chem.MolFromSmiles('CO')
rdDistGeom.EmbedMolecule(mol, 10, 1)
conf = mol.GetConformer()
self.assertTrue(lstEq(conf.GetAtomPosition(0), [0.69192, 0.0, 0.0]))
self.assertTrue(lstEq(conf.GetAtomPosition(1), [-0.69192, 0.0, 0.0]))
#writer.write(mol)
mol = Chem.MolFromSmiles('CCC')
rdDistGeom.EmbedMolecule(mol, 10, 1)
conf = mol.GetConformer()
self.assertTrue(lstEq(conf.GetAtomPosition(0), [-1.21676, -0.2989, 0.0]))
self.assertTrue(lstEq(conf.GetAtomPosition(1), [-0.00604, 0.59337, 0.0]))
self.assertTrue(lstEq(conf.GetAtomPosition(2), [1.22281, -0.29446, 0.0]))
#writer.write(mol)
mol = Chem.MolFromSmiles('O=C=O')
rdDistGeom.EmbedMolecule(mol, 10, 1)
conf = mol.GetConformer()
#writer.write(mol)
self.assertTrue(lstEq(conf.GetAtomPosition(0), [-1.2180, -0.06088, 0.0]))
self.assertTrue(lstEq(conf.GetAtomPosition(1), [-0.00408, 0.12116, 0.0]))
self.assertTrue(lstEq(conf.GetAtomPosition(2), [1.22207, -0.060276, 0.0]))
mol = Chem.MolFromSmiles('C=C=C=C')
rdDistGeom.EmbedMolecule(mol, 10, 1, useExpTorsionAnglePrefs=False,
useBasicKnowledge=False)
conf = mol.GetConformer()
#writer.write(mol)
d1 = computeDist(conf.GetAtomPosition(0), conf.GetAtomPosition(1))
self.assertTrue(feq(d1, 1.31, 0.01))
d2 = computeDist(conf.GetAtomPosition(0), conf.GetAtomPosition(2))
self.assertTrue(feq(d2, 2.59, 0.05))
d3 = computeDist(conf.GetAtomPosition(0), conf.GetAtomPosition(3))
self.assertTrue(feq(d3, 3.84, 0.1))
d4 = computeDist(conf.GetAtomPosition(1), conf.GetAtomPosition(2))
self.assertTrue(feq(d4, 1.29, 0.01))
d5 = computeDist(conf.GetAtomPosition(1), conf.GetAtomPosition(3))
self.assertTrue(feq(d5, 2.54, 0.1))
d6 = computeDist(conf.GetAtomPosition(2), conf.GetAtomPosition(3))
self.assertTrue(feq(d6, 1.31, 0.01))
def test2Utils(self):
mol = Chem.MolFromSmiles('CC')
bm = rdDistGeom.GetMoleculeBoundsMatrix(mol)
self.assertTrue(bm[1, 0] > 0)
self.assertTrue(bm[0, 1] > 0)
self.assertTrue(bm[0, 1] >= bm[1, 0])
self.assertTrue(bm[1, 0] < 1.510)
self.assertTrue(bm[0, 1] > 1.510)
def test3MultiConf(self):
mol = Chem.MolFromSmiles("CC(C)(C)c(cc12)n[n]2C(=O)/C=C(N1)/COC")
cids = rdDistGeom.EmbedMultipleConfs(mol, 10, maxAttempts=30, randomSeed=100,
useExpTorsionAnglePrefs=False,
useBasicKnowledge=False)
energies = [112.98, 103.57, 110.78, 100.40, 95.37, 101.64, 114.72, 112.65, 124.53, 107.50]
nenergies = []
for cid in cids:
ff = ChemicalForceFields.UFFGetMoleculeForceField(mol, 10.0, cid)
ee = ff.CalcEnergy()
nenergies.append(ee)
#print(['%.2f'%x for x in nenergies])
#print(nenergies)
self.assertTrue(lstEq(energies, nenergies, tol=1e-2))
def test4OrderDependence(self):
self.assertTrue(
compareOrder("CC(C)(C)C(=O)NC(C1)CC(N2C)CCC12", "CN1C2CCC1CC(NC(=O)C(C)(C)C)C2"))
#issue 230
self.assertTrue(compareOrder("C#CC(C)(C)N(CN1)C\\N=C/1SC", "CSC1=NCN(C(C)(C)C#C)CN1"))
#issue 232
self.assertTrue(
compareOrder("CC(C)(C)C(=O)NC(C1)CC(N2C)CCC12", "CN1C2CCC1CC(NC(=O)C(C)(C)C)C2"))
def test5Issue285(self):
m = Chem.MolFromSmiles('CNC=O')
cs = rdDistGeom.EmbedMultipleConfs(m, 10)
for i, ci in enumerate(cs):
for j in range(i + 1, len(cs)):
cj = cs[j]
self.assertTrue(Chem.MolToMolBlock(m, confId=ci) != Chem.MolToMolBlock(m, confId=cj))
def test6RmsPruning(self):
smiles = [
'CC(C)CC(NC(C1[N+]CCC1)=O)C([O-])=O', 'CC(NC(CO)C(O)c1ccc([N+]([O-])=O)cc1)=O',
'CC([N+])C(NC(C)C(N1C(C=O)CCC1)=O)=O', 'CC(NC1C(O)C=C(C([O-])=O)OC1C(O)C(O)CO)=O',
'CCCC=C(NC(C1CC1(C)C)=O)C([O-])=O', 'OCC(O)C(O)C(Cn1c2c(cc(C)c(C)c2)nc-2c(=O)[nH]c(=O)nc12)O'
]
nconfs = []
expected = [5, 6, 6, 6, 6, 3]
for smi in smiles:
mol = Chem.MolFromSmiles(smi)
cids = rdDistGeom.EmbedMultipleConfs(mol, 50, maxAttempts=30, randomSeed=100,
pruneRmsThresh=1.5)
nconfs.append(len(cids))
d = [abs(x - y) for x, y in zip(expected, nconfs)]
self.assertTrue(max(d) <= 1)
def test6Chirality(self):
# turn on chirality and we should get chiral volume that is pretty consistent and
# positive
tgtVol = 13.0
smiles = "Cl[C@](C)(F)Br"
mol = Chem.MolFromSmiles(smiles)
cids = rdDistGeom.EmbedMultipleConfs(mol, 30, maxAttempts=30, randomSeed=100)
self.assertTrue(len(cids) == 30)
for cid in cids:
conf = mol.GetConformer(cid)
vol = computeChiralVol(
conf.GetAtomPosition(0),
conf.GetAtomPosition(2), conf.GetAtomPosition(3), conf.GetAtomPosition(4))
self.assertTrue(abs(vol - tgtVol) < 1)
# turn of chirality and now we should see both chiral forms
smiles = "ClC(C)(F)Br"
mol = Chem.MolFromSmiles(smiles)
cids = rdDistGeom.EmbedMultipleConfs(mol, 30, maxAttempts=30, randomSeed=120)
self.assertTrue(len(cids) == 30)
nPos = 0
nNeg = 0
for cid in cids:
conf = mol.GetConformer(cid)
vol = computeChiralVol(
conf.GetAtomPosition(0),
conf.GetAtomPosition(2), conf.GetAtomPosition(3), conf.GetAtomPosition(4))
self.assertTrue(abs(vol - tgtVol) < 1 or abs(vol + tgtVol) < 1)
if vol < 0:
nNeg += 1
else:
nPos += 1
self.assertTrue(nPos > 0)
self.assertTrue(nNeg > 0)
tgtVol = 5.0
for i in range(10):
smiles = "Cl[C@H](F)Br"
mol = Chem.MolFromSmiles(smiles)
ci = rdDistGeom.EmbedMolecule(mol, 30, (i + 1) * 10)
conf = mol.GetConformer(ci)
vol = computeChiralVol(
conf.GetAtomPosition(0),
conf.GetAtomPosition(1), conf.GetAtomPosition(2), conf.GetAtomPosition(3))
self.assertTrue(abs(vol - tgtVol) < 1, "%s %s" % (vol, tgtVol))
tgtVol = 3.5
expected = [-3.62, -3.67, -3.72, 3.91, 3.95, 3.98, 3.90, 3.94, 3.98, 3.91]
nPos = 0
nNeg = 0
for i in range(30):
smiles = "ClC(F)Br"
mol = Chem.MolFromSmiles(smiles)
ci = rdDistGeom.EmbedMolecule(mol, 30, (i + 1) * 10)
conf = mol.GetConformer(ci)
vol = computeChiralVol(
conf.GetAtomPosition(0),
conf.GetAtomPosition(1), conf.GetAtomPosition(2), conf.GetAtomPosition(3))
self.assertTrue(abs(vol - tgtVol) < 1 or abs(vol + tgtVol) < 1)
if vol < 0:
nNeg += 1
else:
nPos += 1
self.assertTrue(nPos > 0)
self.assertTrue(nNeg > 0)
smiles = "Cl[C@H](F)Br"
m = Chem.MolFromSmiles(smiles)
mol = Chem.AddHs(m)
cids = rdDistGeom.EmbedMultipleConfs(mol, 10, maxAttempts=30, randomSeed=100)
self.assertTrue(len(cids) == 10)
tgtVol = 10.5
for cid in cids:
conf = mol.GetConformer(cid)
vol = computeChiralVol(
conf.GetAtomPosition(0),
conf.GetAtomPosition(2), conf.GetAtomPosition(3), conf.GetAtomPosition(4))
self.assertTrue(abs(vol - tgtVol) < 2.)
# let's try a little more complicated system
expectedV1 = -2.0
expectedV2 = -2.9
for i in range(5):
smi = "C1=CC=C(C=C1)[C@H](OC1=C[NH]N=C1)C(=O)[NH]C[C@H](Cl)C1=CC=NC=C1"
mol = Chem.MolFromSmiles(smi)
ci = rdDistGeom.EmbedMolecule(mol, randomSeed=(i + 1) * 15)
self.assertTrue(ci >= 0)
ff = ChemicalForceFields.UFFGetMoleculeForceField(mol, 10.0, ci)
ff.Minimize()
conf = mol.GetConformer(ci)
vol1 = computeChiralVol(
conf.GetAtomPosition(6),
conf.GetAtomPosition(3), conf.GetAtomPosition(7), conf.GetAtomPosition(13))
self.assertTrue(abs(vol1 - expectedV1) < 1 or abs(vol1 + expectedV1) < 1)
if vol1 < 0:
nNeg += 1
else:
nPos += 1
vol2 = computeChiralVol(
conf.GetAtomPosition(17),
conf.GetAtomPosition(16), conf.GetAtomPosition(18), conf.GetAtomPosition(19))
self.assertTrue(abs(vol2 - expectedV2) < 1 or abs(vol2 + expectedV2) < 1)
# remove the chiral specification and we should see other chiral
# forms of the compound
expectedV1 = 2.0 #[-2.30, -2.31, -2.30, 2.30, -1.77]
expectedV2 = 2.8 #[2.90, 2.89, 2.69, -2.90, -2.93]
self.assertTrue(nPos > 0)
self.assertTrue(nNeg > 0)
for i in range(5):
smi = "C1=CC=C(C=C1)C(OC1=C[NH]N=C1)C(=O)[NH]CC(Cl)C1=CC=NC=C1"
mol = Chem.MolFromSmiles(smi)
ci = rdDistGeom.EmbedMolecule(mol, 30, (i + 1) * 10)
ff = ChemicalForceFields.UFFGetMoleculeForceField(mol, 10.0, ci)
ff.Minimize()
conf = mol.GetConformer(ci)
vol1 = computeChiralVol(
conf.GetAtomPosition(6),
conf.GetAtomPosition(3), conf.GetAtomPosition(7), conf.GetAtomPosition(13))
vol2 = computeChiralVol(
conf.GetAtomPosition(17),
conf.GetAtomPosition(16), conf.GetAtomPosition(18), conf.GetAtomPosition(19))
self.assertTrue(abs(abs(vol1) - expectedV1) < 1.0)
self.assertTrue(abs(abs(vol2) - expectedV2) < 1.0)
def test7ConstrainedEmbedding(self):
ofile = os.path.join(RDConfig.RDBaseDir, 'Code', 'GraphMol', 'DistGeomHelpers', 'test_data',
'constrain1.sdf')
suppl = Chem.SDMolSupplier(ofile)
ref = next(suppl)
probe = copy.deepcopy(ref)
cMap = {}
for i in range(5):
cMap[i] = ref.GetConformer().GetAtomPosition(i)
ci = rdDistGeom.EmbedMolecule(probe, coordMap=cMap, randomSeed=23)
self.assertTrue(ci > -1)
algMap = list(zip(range(5), range(5)))
ssd = rdMolAlign.AlignMol(probe, ref, atomMap=algMap)
self.assertTrue(ssd < 0.1)
def test8MultiThreadMultiConf(self):
if (rdBase.rdkitBuild.split('|')[2] != "MINGW"):
ENERGY_TOLERANCE = 1.0e-6
MSD_TOLERANCE = 1.0e-6
else:
ENERGY_TOLERANCE = 1.0
MSD_TOLERANCE = 1.0e-5
mol = Chem.AddHs(Chem.MolFromSmiles("CC(C)(C)c(cc12)n[n]2C(=O)/C=C(N1)/COC"))
cids = rdDistGeom.EmbedMultipleConfs(mol, 200, maxAttempts=30, randomSeed=100)
energies = []
for cid in cids:
ff = ChemicalForceFields.UFFGetMoleculeForceField(mol, 10.0, cid)
ee = ff.CalcEnergy()
energies.append(ee)
mol2 = Chem.AddHs(Chem.MolFromSmiles("CC(C)(C)c(cc12)n[n]2C(=O)/C=C(N1)/COC"))
cids2 = rdDistGeom.EmbedMultipleConfs(mol2, 200, maxAttempts=30, randomSeed=100, numThreads=4)
self.assertTrue(lstEq(cids, cids2))
nenergies = []
for cid in cids2:
ff = ChemicalForceFields.UFFGetMoleculeForceField(mol2, 10.0, cid)
ee = ff.CalcEnergy()
nenergies.append(ee)
self.assertTrue(lstEq(energies, nenergies, tol=ENERGY_TOLERANCE))
for cid in cids:
msd = 0.0
for i in range(mol.GetNumAtoms()):
msd += (mol.GetConformer().GetAtomPosition(i) \
- mol2.GetConformer().GetAtomPosition(i)).LengthSq()
msd /= mol.GetNumAtoms()
self.assertTrue(msd < MSD_TOLERANCE)
def _compareConfs(self, mol, ref, molConfId, refConfId):
self.assertEqual(mol.GetNumAtoms(), ref.GetNumAtoms())
molConf = mol.GetConformer(molConfId)
refConf = ref.GetConformer(refConfId)
for i in range(mol.GetNumAtoms()):
mp = molConf.GetAtomPosition(i)
rp = refConf.GetAtomPosition(i)
self.assertAlmostEqual((mp - rp).Length(), 0.0, 3)
def test9EmbedParams(self):
mol = Chem.AddHs(Chem.MolFromSmiles('OCCC'))
fn = os.path.join(RDConfig.RDBaseDir, 'Code', 'GraphMol', 'DistGeomHelpers', 'test_data',
'simple_torsion.dg.mol')
ref = Chem.MolFromMolFile(fn, removeHs=False)
params = rdDistGeom.EmbedParameters()
params.randomSeed = 42
self.assertEqual(rdDistGeom.EmbedMolecule(mol, params), 0)
self._compareConfs(mol, ref, 0, 0)
fn = os.path.join(RDConfig.RDBaseDir, 'Code', 'GraphMol', 'DistGeomHelpers', 'test_data',
'simple_torsion.etdg.mol')
ref = Chem.MolFromMolFile(fn, removeHs=False)
params = rdDistGeom.EmbedParameters()
params.randomSeed = 42
params.useExpTorsionAnglePrefs = True
self.assertEqual(rdDistGeom.EmbedMolecule(mol, params), 0)
self._compareConfs(mol, ref, 0, 0)
params = rdDistGeom.ETDG()
params.randomSeed = 42
self.assertEqual(rdDistGeom.EmbedMolecule(mol, params), 0)
self._compareConfs(mol, ref, 0, 0)
fn = os.path.join(RDConfig.RDBaseDir, 'Code', 'GraphMol', 'DistGeomHelpers', 'test_data',
'simple_torsion.etkdg.mol')
ref = Chem.MolFromMolFile(fn, removeHs=False)
params = rdDistGeom.EmbedParameters()
params.randomSeed = 42
params.useExpTorsionAnglePrefs = True
params.useBasicKnowledge = True
self.assertEqual(rdDistGeom.EmbedMolecule(mol, params), 0)
self._compareConfs(mol, ref, 0, 0)
params = rdDistGeom.ETKDG()
params.randomSeed = 42
self.assertEqual(rdDistGeom.EmbedMolecule(mol, params), 0)
self._compareConfs(mol, ref, 0, 0)
fn = os.path.join(RDConfig.RDBaseDir, 'Code', 'GraphMol', 'DistGeomHelpers', 'test_data',
'simple_torsion.kdg.mol')
ref = Chem.MolFromMolFile(fn, removeHs=False)
params = rdDistGeom.EmbedParameters()
params.randomSeed = 42
params.useBasicKnowledge = True
self.assertEqual(rdDistGeom.EmbedMolecule(mol, params), 0)
self._compareConfs(mol, ref, 0, 0)
params = rdDistGeom.KDG()
params.randomSeed = 42
self.assertEqual(rdDistGeom.EmbedMolecule(mol, params), 0)
self._compareConfs(mol, ref, 0, 0)
def test10ETKDGv2(self):
mol = Chem.AddHs(Chem.MolFromSmiles('n1cccc(C)c1ON'))
fn = os.path.join(RDConfig.RDBaseDir, 'Code', 'GraphMol', 'DistGeomHelpers', 'test_data',
'torsion.etkdg.v2.mol')
ref = Chem.MolFromMolFile(fn, removeHs=False)
params = rdDistGeom.ETKDGv2()
params.randomSeed = 42
self.assertEqual(rdDistGeom.EmbedMolecule(mol, params), 0)
self._compareConfs(mol, ref, 0, 0)
def assertDeterministicWithSeed(self, seed):
input_mol = Chem.MolFromSmiles('CN(Cc1cnc2nc(N)nc(N)c2n1)c1ccc(C(=O)NC(CCC(=O)O)C(=O)O)cc1')
params = AllChem.ETKDG()
params.pruneRmsThresh = -1.0 # skip internal RMSD pruning
if seed is not None:
params.randomSeed = seed
firstMol = Chem.AddHs(input_mol)
firstIds = AllChem.EmbedMultipleConfs(firstMol, 11, params)
secondMol = Chem.AddHs(input_mol)
secondIds = AllChem.EmbedMultipleConfs(secondMol, 11, params)
self.assertEqual(list(firstIds), list(secondIds))
self.assertEqual(firstMol.GetNumConformers(), secondMol.GetNumConformers())
nonDeterministic = False
for confIdx in range(firstMol.GetNumConformers()):
firstConf = firstMol.GetConformer(confIdx)
secondConf = secondMol.GetConformer(confIdx)
firstPositions = firstConf.GetPositions()
secondPositions = secondConf.GetPositions()
d = firstPositions - secondPositions
rmsd = numpy.sqrt(numpy.sum(d * d))
if seed >= 0:
self.assertEquals(rmsd, 0.0)
elif rmsd != 0.0:
nonDeterministic = True
if seed < 0:
self.assertTrue(nonDeterministic)
def testETKDGIsDeterministic(self):
self.assertDeterministicWithSeed(-1) # not deterministic
self.assertDeterministicWithSeed(0) # deterministic
self.assertDeterministicWithSeed(1) # deterministic
self.assertDeterministicWithSeed(195225786) # as large as we can go without overflowing since 11 * 195225786 should not overflow the int
self.assertDeterministicWithSeed(195225787) # one higher seed will overflow though
self.assertDeterministicWithSeed(0x1CEB00DA) # another large seeds that shouldn't overflow internals and make them non-deterministic
def testGithub1763(self):
mol = Chem.MolFromSmiles('CCCCC')
bm1 = rdDistGeom.GetMoleculeBoundsMatrix(mol)
bm2 = rdDistGeom.GetMoleculeBoundsMatrix(mol,doTriangleSmoothing=False)
self.assertTrue(bm1[0, 4] < bm2[0,4])
def testGithub2057(self):
# ensure that ETKDG is the default Embedder
mol = Chem.AddHs(Chem.MolFromSmiles('OCCC'))
fn = os.path.join(RDConfig.RDBaseDir, 'Code', 'GraphMol', 'DistGeomHelpers', 'test_data',
'simple_torsion.etkdg.mol')
ref = Chem.MolFromMolFile(fn, removeHs=False)
self.assertEqual(rdDistGeom.EmbedMolecule(mol, randomSeed=42), 0)
self._compareConfs(mol, ref, 0, 0)
if __name__ == '__main__':
unittest.main()
|