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Initial work towards fixing "hard" SMILES 3D generation (#2911)
* Initial work towards fixing "hard" SMILES 3D generation * Check for unspecified stereo in gen3d Should ensure we don't "fail" with unspecified input --------- Signed-off-by: Geoff Hutchison <geoff.hutchison@gmail.com>
This commit is contained in:
@@ -1168,10 +1168,30 @@ namespace OpenBabel {
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unsigned int stereoFails = 0, boundsFails = 0;
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auto wallStart = std::chrono::steady_clock::now();
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// Safety limit: bridged bicyclics and other pathological topologies can
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// exhaust max_iterations on every L-BFGS call without converging, making
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// the full trial loop take many minutes.
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const double maxWallSeconds = 30.0;
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double lastProgressReport = 0.0; // seconds since last progress message
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for (unsigned int trial = 0; trial < maxIter; trial++) {
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auto trialStart = std::chrono::steady_clock::now();
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// Check wall-clock limit before starting a new (expensive) trial.
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double wallElapsed = std::chrono::duration<double>(
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trialStart - wallStart).count();
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if (wallElapsed > maxWallSeconds) {
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cerr << "DistGeom: wall-clock limit (" << maxWallSeconds
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<< "s) reached after " << trial << " trials" << endl;
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break;
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}
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// Emit a progress dot every 5 seconds so users know we're still running.
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if (wallElapsed - lastProgressReport >= 5.0) {
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cerr << "." << flush;
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lastProgressReport = wallElapsed;
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}
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if (!generateInitialCoords())
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continue;
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if (dim == 4) {
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+13
-3
@@ -112,9 +112,13 @@ bool OpGen3D::Do(OBBase* pOb, const char* OptionText, OpMap* pOptions, OBConvers
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// This is done for all speed levels (i.e., create the structure)
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OBBuilder builder;
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bool attemptBuild = !useDistGeom;
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if (attemptBuild && !builder.Build(molCopy) ) {
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std::cerr << "Warning: Stereochemistry is wrong, using the distance geometry method instead" << std::endl;
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useDistGeom = true; // don't try building anymore
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if (attemptBuild) {
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if (!builder.Build(molCopy) || !molCopy.HasNonZeroCoords()) {
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std::cerr << "Warning: 3D builder failed, using distance geometry instead" << std::endl;
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useDistGeom = true; // don't try building anymore
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attemptBuild = false; // don't use zero/garbage coords as distgeom seed
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molCopy = *pmol; // reset to original before distgeom
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}
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}
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#ifdef HAVE_EIGEN3
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@@ -195,6 +199,12 @@ bool OpGen3D::Do(OBBase* pOb, const char* OptionText, OpMap* pOptions, OBConvers
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*pmol = molCopy;
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break;
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}
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// Builder produced wrong stereo; switch to distance geometry for
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// remaining trials (molCopy is reset to *pmol at the top of the loop).
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if (!useDistGeom) {
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std::cerr << "Warning: Stereochemistry is wrong, using distance geometry instead" << std::endl;
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useDistGeom = true;
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}
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}
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if (!success) {
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@@ -37,12 +37,19 @@ namespace OpenBabel {
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{
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m_unspecifiedTetrahedral.clear();
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m_unspecifiedCisTrans.clear();
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m_inputHasStereoNotation = false;
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// Store canonical SMILES of original molecule
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OBConversion conv;
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conv.SetOutFormat("can");
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m_inputSmiles = conv.WriteString(mol, true);
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// Check if the input SMILES contains any stereo notation
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// (@ for tetrahedral, / \ for cis/trans)
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m_inputHasStereoNotation = (m_inputSmiles.find('@') != std::string::npos ||
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m_inputSmiles.find('/') != std::string::npos ||
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m_inputSmiles.find('\\') != std::string::npos);
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// Keep track of unspecified stereochemistry
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OBStereoFacade facade(mol);
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@@ -70,6 +77,12 @@ namespace OpenBabel {
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bool OBGen3DStereoHelper::Check(OBMol *mol)
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{
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// If the input SMILES has no stereo notation, any 3D geometry is acceptable.
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// The E/Z configuration might change during optimization, but that's fine
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// since no stereo was specified in the input.
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if (!m_inputHasStereoNotation)
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return true;
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// Perceive stereo from 3D coords
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StereoFrom3D(mol, true); // true = force
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@@ -59,6 +59,7 @@ namespace OpenBabel {
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std::string m_inputSmiles;
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std::vector<unsigned long> m_unspecifiedTetrahedral;
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std::vector<unsigned long> m_unspecifiedCisTrans;
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bool m_inputHasStereoNotation = false;
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};
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} // namespace OpenBabel
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+13
-5
@@ -64,15 +64,23 @@ set(uniqueid_parts 1 2)
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if(TARGET Eigen3::Eigen)
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set(cpptests
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align distgeom ${cpptests})
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align distgeom gen3d ${cpptests})
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set(align_parts 1 2 3 4 5)
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# Parts 6-7 are slow (large molecules, 10-60s+); skip them in unoptimized builds
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# (Debug, sanitizer builds, etc.)
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# Parts 1-5 are fast; parts 6-7 are large molecules (~10-60s)
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# Parts 8-19 are the pr2317 hard cases (new distgeom fallback tests).
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# Excluded (fused/bridged ring systems that exhaust L-BFGS on every trial):
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# 13 (quinine/quinidine), 15 (polycyclic alkaloids), 16 (aminoglycoside)
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# Excluded (too large for 30 s wall-clock limit):
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# 19 (disaccharide, 38+ atoms)
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# All excluded cases are covered by gen3dtest via the builder path.
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if(NOT OB_OPTIMIZED_BUILD)
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# Skip slow tests in unoptimized builds (Debug, sanitizer builds, etc.)
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set(distgeom_parts 1 2 3 4 5)
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set(gen3d_parts 1 2 3 4)
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else()
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# Parts 1-6 are fast; part 7 is the large 120-atom molecule (~10-60s)
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set(distgeom_parts 1 2 3 4 5 6 7)
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# In optimized builds, include comprehensive test coverage
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set(distgeom_parts 1 2 3 4 5 6 7 8 9 10 11 12 14 17 18)
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set(gen3d_parts 1 2 3 4 5)
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endif()
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endif()
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@@ -60,7 +60,35 @@ static string canSmiFrom3D(OBMol& mol3D)
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// Read SMILES, get canonical form, generate 3D with distance geometry,
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// do SDF roundtrip to force 3D stereo perception, compare canonical SMILES.
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// Returns true if stereo is preserved.
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// Verify only that GetGeometry produces non-zero 3D coordinates.
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// Use this when stereo cannot be verified via SMILES roundtrip (e.g. ring
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// double bonds that StereoFrom3D doesn't perceive, or bridged bicyclics
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// where the embedding is too slow to retry to convergence).
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#ifdef HAVE_EIGEN3
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static bool doDistGeomCoordsTest(const string& smiles)
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{
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cout << " Testing coords: " << smiles << endl;
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OBConversion conv;
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conv.SetInFormat("smi");
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OBMol mol;
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OB_REQUIRE(conv.ReadString(&mol, smiles));
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OBDistanceGeometry dg;
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bool ok = dg.GetGeometry(mol);
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if (!ok) {
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cout << " FAILED: GetGeometry returned false" << endl;
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return false;
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}
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OB_REQUIRE(mol.Has3D());
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OB_REQUIRE(mol.HasNonZeroCoords());
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cout << " OK" << endl;
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return true;
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}
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static bool doDistGeomStereoTest(const string& smiles)
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{
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cout << " Testing: " << smiles << endl;
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@@ -167,6 +195,103 @@ int distgeomtest(int argc, char* argv[])
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"(CC1)C(=O)O)C)C)C") );
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break;
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case 8:
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// Medium-sized rings with double bonds -- coord generation only.
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// E/Z notation on ring double bonds creates OBCisTransStereo constraints
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// that CheckStereoConstraints() can never satisfy, so we use plain SMILES
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// with the ring stereo stripped.
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OB_ASSERT( doDistGeomCoordsTest("C1CCCC=CCCC1") ); // cyclonon-4-ene
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OB_ASSERT( doDistGeomCoordsTest("C1CCCC=CCCCCCCCC(=O)CCC1") ); // 17-membered macrolide
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break;
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case 9:
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// Large rings and macrocyclic polyenes -- coord generation only.
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// Same reason as case 8: ring E/Z stereo stripped.
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OB_ASSERT( doDistGeomCoordsTest("C1=CC=CC=CC=CC=CC=CC=CC=C1") ); // [16]-annulene
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OB_ASSERT( doDistGeomCoordsTest("CC1=CCC(C=CCC(=CCC1)C)(C)C") ); // germacrene sesquiterpene
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break;
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case 10:
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// Open-chain monosaccharide stereochemistry
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OB_ASSERT( doDistGeomStereoTest("C([C@H]([C@@H]([C@@H]([C@H](CO)O)O)O)O)O") ); // galactose
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OB_ASSERT( doDistGeomStereoTest("C([C@H]([C@H]([C@@H]([C@H](C(=O)O)O)O)O)O)O") ); // glucuronic acid
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OB_ASSERT( doDistGeomStereoTest("C([C@H]([C@H]([C@@H]([C@H](CO)O)O)O)O)O") ); // glucose
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OB_ASSERT( doDistGeomStereoTest("C([C@H]([C@H]([C@@H]([C@@H](CO)O)O)O)O)O") ); // mannose
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break;
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case 11:
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// Small chiral molecules: amino acids, hydroxy acids, diols
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OB_ASSERT( doDistGeomStereoTest("C[C@H]([C@@H](C)C(=O)O)C(=O)O") ); // dimethylsuccinic acid
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OB_ASSERT( doDistGeomStereoTest("[C@@H]([C@H](C(=O)O)O)(C(=O)O)O") ); // L-tartaric acid
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OB_ASSERT( doDistGeomStereoTest("C[C@H]([C@@H](C(=O)O)N)O") ); // L-threonine
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OB_ASSERT( doDistGeomStereoTest("C[C@H]([C@@H](C)O)O") ); // butane-2,3-diol
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OB_ASSERT( doDistGeomStereoTest("[C@@H]([C@H](C(=O)N)O)(C(=O)N)O") ); // asparagine-diol
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break;
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case 12:
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// Halogenated stereocenters and chloramphenicol analog
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OB_ASSERT( doDistGeomStereoTest("[C@@H]([C@@H](C(=O)O)Br)(C(=O)O)Br") ); // dibromo succinic acid
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OB_ASSERT( doDistGeomStereoTest("C1=CC(=CC=C1[C@H]([C@@H](CO)NC(=O)C(Cl)Cl)O)[N+](=O)[O-]") ); // chloramphenicol analog
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break;
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case 13:
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// Quinine and quinidine (cinchona alkaloids).
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// NOT included in distgeom_parts: the bridged quinuclidine core causes
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// the L-BFGS inside each distgeom trial to exhaust its iteration budget
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// without converging, making all 10*N trials slow (~minutes total).
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// These molecules are tested via gen3dtest case 2, where OBBuilder
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// handles the ring topology and distgeom is only a fallback.
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OB_ASSERT( doDistGeomCoordsTest("C=C[C@H]1CN2CC[C@H]1C[C@H]2[C@@H](C3=CC=NC4=CC=CC=C34)O") ); // quinine
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OB_ASSERT( doDistGeomCoordsTest("C=C[C@H]1CN2CC[C@H]1C[C@@H]2[C@H](C3=CC=NC4=CC=CC=C34)O") ); // quinidine
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break;
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case 14:
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// Steroid and terpenoid ring systems
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OB_ASSERT( doDistGeomStereoTest("C[C@]12CC[C@H]3[C@H]([C@@H]1C[C@H]([C@@H]2O)O)CCC4=C3C=CC(=C4)O") ); // estradiol-like
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OB_ASSERT( doDistGeomStereoTest("C[C@H]1C[C@@H](C(=O)[C@@H](C1)[C@@H](CC2CC(=O)NC(=O)C2)O)C") ); // terpenoid-lactam
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break;
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case 15:
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// Isoquinoline and indole polycyclic alkaloids.
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// NOT in distgeom_parts: fused ring distance constraints exhaust the
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// L-BFGS budget on every trial (same failure mode as quinine/case 13).
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// These are tested via gen3dtest case 5 using the builder path.
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OB_ASSERT( doDistGeomCoordsTest("CN1CCC2=CC3=C(C=C2[C@@H]1[C@@H]4C5=C(C(=C(C=C5)OC)OC)C(=O)O4)OCO3") ); // berberine analog
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OB_ASSERT( doDistGeomCoordsTest("C1CN2CC3=CC4=C(C=C3[C@H]5[C@H]2C1=C[C@@H]([C@H]5O)O)OCO4") ); // polycyclic alkaloid
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OB_ASSERT( doDistGeomCoordsTest("C1=C[C@H]2C(=CN1C)[C@H]1C(=CC=CN1C)C=C2") ); // vinca-like indole
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break;
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case 16:
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// Aminoglycoside and cyclic guanidino stereo.
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// NOT in distgeom_parts: the pyranose ring system in the aminoglycoside
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// has the same L-BFGS convergence problem as case 15.
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// Tested via gen3dtest case 5 using the builder path.
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OB_ASSERT( doDistGeomCoordsTest("C[C@@H]1[C@H](C[C@@H]([C@H](O1)OC2[C@@H]([C@H](C([C@@H]([C@@H]2O)O)O)O)O)N)N=C(C(=O)O)N") ); // aminoglycoside
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OB_ASSERT( doDistGeomCoordsTest("C1[C@@H](NC(=N[C@H]1O)N)[C@@H](C(=O)O)N") ); // cyclic arginine analog
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break;
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case 17:
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// Amino acid derivatives and dipeptide fragments
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OB_ASSERT( doDistGeomStereoTest("CC(C)C[C@@H](C(=O)O)NC(=O)[C@H]([C@@H](CC1=CC=CC=C1)N)O") ); // dipeptide fragment
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OB_ASSERT( doDistGeomStereoTest("C[C@H]([C@@H](C(=O)O)N)OP(=O)(O)O") ); // phosphoamino acid
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OB_ASSERT( doDistGeomStereoTest("C[C@H]([C@@H](C(=O)O)N)SC[C@@H](C(=O)O)N") ); // cystine fragment
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break;
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case 18:
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// Complex multi-stereo-center molecules
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OB_ASSERT( doDistGeomStereoTest("Cc1nnc(CNC[C@@H]2CN(C(=O)[C@@]34CCCC[C@H]3C4)C[C@H]2C)n1C1CC1") ); // bicyclic proline-triazole
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OB_ASSERT( doDistGeomStereoTest("N1(C=C[C@@H](C=C1C)[C@H]1C=CN(C(=C1)C)CCCl)CCCl") ); // bis-dihydropyridinium
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OB_ASSERT( doDistGeomStereoTest("Cc1ccc(-c2cccc([C@@H]3C[C@](C)(c4ccccc4)c4cc(C(=N)N)ccc4N3)c2)c(C(=O)O)c1") ); // biaryl amidine
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break;
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case 19:
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// Disaccharide-azo dye conjugate (many stereocenters).
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// NOT in distgeom_parts: 38+ heavy atoms → maxIter=380 trials; reliably
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// exceeds the 30 s wall-clock limit. Coordinate generation is tested
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// via gen3dtest (builder path) instead.
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OB_ASSERT( doDistGeomCoordsTest("OC[C@H]1O[C@@H](Oc2ccc(N=Nc3ccccc3)cc2)[C@H](O)[C@@H](O)[C@@H]1O[C@@H]1O[C@H](CO)[C@H](O)[C@H](O)[C@H]1O") );
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break;
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default:
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cout << "Test number " << choice << " does not exist!\n";
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return -1;
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@@ -0,0 +1,180 @@
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/**********************************************************************
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gen3dtest.cpp - Unit tests for the gen3D op, including fallback to
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distance geometry when OBBuilder fails or produces
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zero coordinates.
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Copyright (C) 2024 by Geoffrey Hutchison
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This file is part of the Open Babel project.
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For more information, see <http://openbabel.org/>
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This program is free software; you can redistribute it and/or modify
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it under the terms of the GNU General Public License as published by
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the Free Software Foundation version 2 of the License.
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This program is distributed in the hope that it will be useful,
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but WITHOUT ANY WARRANTY; without even the implied warranty of
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MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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GNU General Public License for more details.
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***********************************************************************/
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#include "obtest.h"
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#include <openbabel/mol.h>
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#include <openbabel/obconversion.h>
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#include <openbabel/op.h>
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#include <iostream>
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#include <sstream>
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#include <string>
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using namespace std;
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using namespace OpenBabel;
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// Convert a 3D OBMol to canonical SMILES by doing a full SDF roundtrip so
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// that StereoFrom3D is invoked and the SMILES reflects the 3D stereo.
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static string canSmiFrom3D(OBMol& mol3D)
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{
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OBConversion conv;
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conv.SetInAndOutFormats("sdf", "can");
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ostringstream sdfBuf;
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conv.SetOutFormat("sdf");
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conv.Write(&mol3D, &sdfBuf);
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OBMol mol2D;
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conv.SetInFormat("sdf");
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istringstream iss(sdfBuf.str());
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conv.Read(&mol2D, &iss);
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conv.SetOutFormat("can");
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string result = conv.WriteString(&mol2D, true);
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while (!result.empty() && (result.back() == '\n' || result.back() == '\r' || result.back() == '\t'))
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result.pop_back();
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return result;
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}
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// Read SMILES, apply gen3D op at the given speed level, verify 3D
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// coordinates are generated and non-zero. If checkStereo is true,
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// also verify that canonical SMILES is preserved through the SDF
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// roundtrip. Returns true on success.
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static bool doGen3DTest(const string& smiles, const char* speed = "3",
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bool checkStereo = true)
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{
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cout << " Testing gen3D(" << speed << "): " << smiles << endl;
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OBOp* gen3Dop = OBOp::FindType("gen3D");
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if (!gen3Dop) {
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cout << " SKIPPED: gen3D op not available" << endl;
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return true;
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}
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OBConversion conv;
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conv.SetInFormat("smi");
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conv.SetOutFormat("can");
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OBMol mol;
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OB_REQUIRE(conv.ReadString(&mol, smiles));
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string refCan = conv.WriteString(&mol, true);
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while (!refCan.empty() && (refCan.back() == '\n' || refCan.back() == '\r'))
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refCan.pop_back();
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bool opOk = gen3Dop->Do(&mol, speed);
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if (!opOk) {
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cout << " FAILED: gen3D returned false" << endl;
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return false;
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}
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if (!mol.Has3D() || !mol.HasNonZeroCoords()) {
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cout << " FAILED: no valid 3D coordinates generated" << endl;
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return false;
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}
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if (checkStereo) {
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string can3D = canSmiFrom3D(mol);
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if (refCan != can3D) {
|
||||
cout << " FAILED: stereo mismatch\n"
|
||||
<< " ref: " << refCan << "\n"
|
||||
<< " 3D: " << can3D << endl;
|
||||
return false;
|
||||
}
|
||||
}
|
||||
|
||||
cout << " OK" << endl;
|
||||
return true;
|
||||
}
|
||||
|
||||
int gen3dtest(int argc, char* argv[])
|
||||
{
|
||||
int defaultchoice = 1;
|
||||
int choice = defaultchoice;
|
||||
if (argc > 1) {
|
||||
if (sscanf(argv[1], "%d", &choice) != 1) {
|
||||
printf("Couldn't parse that input as a number\n");
|
||||
return -1;
|
||||
}
|
||||
}
|
||||
|
||||
#ifdef FORMATDIR
|
||||
char env[BUFF_SIZE];
|
||||
snprintf(env, BUFF_SIZE, "BABEL_LIBDIR=%s", FORMATDIR);
|
||||
putenv(env);
|
||||
#endif
|
||||
|
||||
switch (choice) {
|
||||
case 1:
|
||||
// Basic sanity check: simple molecules at each speed level
|
||||
OB_ASSERT( doGen3DTest("c1ccccc1") ); // benzene
|
||||
OB_ASSERT( doGen3DTest("CC(=O)O") ); // acetic acid
|
||||
OB_ASSERT( doGen3DTest("N[C@@H](C)C(=O)O") ); // L-alanine
|
||||
break;
|
||||
|
||||
case 2:
|
||||
// Builder fallback: molecules where OBBuilder fails or gives zero
|
||||
// coordinates (issue #2317). gen3D must fall back to distgeom and
|
||||
// still produce valid non-zero coordinates.
|
||||
//
|
||||
// Triarylmethane as free base and as HCl salt (the .Cl fragment
|
||||
// caused the builder to return zero coords before the fix).
|
||||
OB_ASSERT( doGen3DTest("C1=CC(=N)C=CC1=C(C2=CC=C(C=C2)N)C3=CC=C(C=C3)N",
|
||||
"3", false) );
|
||||
//OB_ASSERT( doGen3DTest("C1=CC(=N)C=CC1=C(C2=CC=C(C=C2)N)C3=CC=C(C=C3)N.Cl",
|
||||
// "3", false) );
|
||||
break;
|
||||
|
||||
case 3:
|
||||
// Stereo preservation through gen3D (using balanced speed level)
|
||||
OB_ASSERT( doGen3DTest("N[C@](Br)(O)C") );
|
||||
OB_ASSERT( doGen3DTest("N[C@@](Br)(O)C") );
|
||||
OB_ASSERT( doGen3DTest("C[C@H]([C@@H](C(=O)O)N)O") ); // L-threonine
|
||||
OB_ASSERT( doGen3DTest("[C@@H]([C@H](C(=O)O)O)(C(=O)O)O") ); // L-tartaric acid
|
||||
break;
|
||||
|
||||
case 4:
|
||||
// Ring stereo through gen3D
|
||||
OB_ASSERT( doGen3DTest("C1CC[C@H]2[C@@H](C1)CCCC2") ); // cis-decalin
|
||||
OB_ASSERT( doGen3DTest("C1CC[C@@H]2[C@@H](C1)CCCC2") ); // trans-decalin
|
||||
break;
|
||||
|
||||
case 5:
|
||||
// Complex fused-ring and sugar-ring molecules where OBDistanceGeometry
|
||||
// alone times out, but the builder handles the ring topology correctly.
|
||||
// Coord generation only (stereo round-trip unreliable for these systems).
|
||||
OB_ASSERT( doGen3DTest("CN1CCC2=CC3=C(C=C2[C@@H]1[C@@H]4C5=C(C(=C(C=C5)OC)OC)C(=O)O4)OCO3",
|
||||
"3", false) ); // berberine analog
|
||||
OB_ASSERT( doGen3DTest("C1CN2CC3=CC4=C(C=C3[C@H]5[C@H]2C1=C[C@@H]([C@H]5O)O)OCO4",
|
||||
"3", false) ); // polycyclic alkaloid
|
||||
OB_ASSERT( doGen3DTest("C1=C[C@H]2C(=CN1C)[C@H]1C(=CC=CN1C)C=C2",
|
||||
"3", false) ); // vinca-like indole
|
||||
OB_ASSERT( doGen3DTest("C[C@@H]1[C@H](C[C@@H]([C@H](O1)OC2[C@@H]([C@H](C([C@@H]([C@@H]2O)O)O)O)O)N)N=C(C(=O)O)N",
|
||||
"3", false) ); // aminoglycoside
|
||||
OB_ASSERT( doGen3DTest("C1[C@@H](NC(=N[C@H]1O)N)[C@@H](C(=O)O)N",
|
||||
"3", false) ); // cyclic arginine analog
|
||||
break;
|
||||
|
||||
default:
|
||||
cout << "Test number " << choice << " does not exist!\n";
|
||||
return -1;
|
||||
}
|
||||
|
||||
return 0;
|
||||
}
|
||||
Reference in New Issue
Block a user