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rdkit/Code/GraphMol/DistGeomHelpers/Embedder.cpp

242 lines
7.6 KiB
C++

//
// Copyright (C) 2004-2006 Rational Discovery LLC
//
// @@ All Rights Reserved @@
//
#include "Embedder.h"
#include <DistGeom/BoundsMatrix.h>
#include <DistGeom/DistGeomUtils.h>
#include <DistGeom/TriangleSmooth.h>
#include "BoundsMatrixBuilder.h"
#include <ForceField/ForceField.h>
#include <GraphMol/ROMol.h>
#include <GraphMol/Atom.h>
#include <GraphMol/Conformer.h>
#include <RDGeneral/types.h>
#include <RDGeneral/RDLog.h>
#include <Geometry/Transform3D.h>
#include <Numerics/Alignment/AlignPoints.h>
#define ERROR_TOL 0.00001
namespace RDKit {
namespace DGeomHelpers {
int EmbedMolecule(ROMol &mol, unsigned int maxIterations, int seed, bool clearConfs,
bool randNegEig, unsigned int numZeroFail,
double optimizerForceTol,double basinThresh) {
unsigned int nat = mol.getNumAtoms();
DistGeom::BoundsMatrix *mat = new DistGeom::BoundsMatrix(nat);
DistGeom::BoundsMatPtr mmat(mat);
initBoundsMat(mmat);
// set the bounds using topology - including 15 bounds
setTopolBounds(mol, mmat, true, false);
if (!DistGeom::triangleSmoothBounds(mmat)) {
// ok this bound matrix failed to triangle smooth - re-compute the bounds matrix
// with out 15 bound and with VDW scaling
initBoundsMat(mmat);
setTopolBounds(mol, mmat, false, true);
// try triangle smoothing again - give up if we fail
if (!DistGeom::triangleSmoothBounds(mmat)) {
//BOOST_LOG(rdDebugLog) << "failed 14 and vdw scaling\n";
return -1;
}
}
bool gotCoords = false;
// get pointers to atom position into an array so that they can be passed around
Conformer *conf = new Conformer(nat);
RDGeom::Point3DPtrVect positions;
unsigned int i;
for (i = 0; i < nat; i++) {
positions.push_back(&conf->getAtomPos(i));
}
int confId = -1;
if (clearConfs) {
mol.clearConformers();
conf->setId(0);
}
RDNumeric::DoubleSymmMatrix distMat(nat, 0.0);
unsigned int iter = 0;
while ((gotCoords == false) && (iter < maxIterations)) {
if (seed > 0) {
// we will seed the distance matrix picker by the the iteration ID
// so that we will always get the same coordinate for a given topology
pickRandomDistMat(*mmat, distMat, (iter+1)*seed); //(mol.getNumConformers()+1));
} else {
pickRandomDistMat(*mmat, distMat);
}
// now compute the coordinates
gotCoords = DistGeom::computeInitialCoords(distMat, positions,
randNegEig, numZeroFail);
iter += 1;
}
//BOOST_LOG(rdDebugLog) << iter << "\n";
if (gotCoords) {
// if we managed to get an initial embedding,
// let us minimize the distance violation error function
ForceFields::ForceField *field = DistGeom::constructForceField(*mmat, positions,
0,basinThresh);
if (field) {
field->initialize();
if(field->calcEnergy() > ERROR_TOL){
int needMore = 1;
while(needMore){
needMore = field->minimize(2,optimizerForceTol);
}
}
delete field;
}
}
if (gotCoords) {
if (clearConfs) {
confId = (int)mol.addConformer(conf);
} else {
confId = (int)mol.addConformer(conf, true);
}
} else {
delete conf;
}
return confId;
}
void _fillAtomPositions(RDGeom::Point3DConstPtrVect &pts, const Conformer &conf) {
unsigned int na = conf.getNumAtoms();
pts.clear();
unsigned int ai;
pts.reserve(na);
for (ai = 0; ai < na; ++ai) {
pts.push_back(&conf.getAtomPos(ai));
}
}
bool _isConfFarFromRest(const ROMol &mol, const Conformer &conf, double threshold) {
// NOTE: it is tempting to use some tringle inequality to prune conformations here
// but some basic testing has shown very little advantage and given that the time for
// pruning fades in comparison to embedding - we will use a simple for loop below over all
// conformation untill we find a match
ROMol::ConstConformerIterator confi;
RDGeom::Point3DConstPtrVect refPoints, prbPoints;
_fillAtomPositions(refPoints, conf);
bool res = true;
unsigned int na = conf.getNumAtoms();
double ssrThres = na*threshold*threshold;
RDGeom::Transform3D trans;
double ssr;
for (confi = mol.beginConformers(); confi != mol.endConformers(); confi++) {
_fillAtomPositions(prbPoints, *(*confi));
ssr = RDNumeric::Alignments::AlignPoints(refPoints, prbPoints, trans);
if (ssr < ssrThres) {
res = false;
break;
}
}
return res;
}
INT_VECT EmbedMultipleConfs(ROMol &mol, unsigned int numConfs, unsigned int maxIterations,
int seed, bool clearConfs,
bool randNegEig, unsigned int numZeroFail,
double optimizerForceTol,double basinThresh, double pruneRmsThresh) {
unsigned int nat = mol.getNumAtoms();
DistGeom::BoundsMatrix *mat = new DistGeom::BoundsMatrix(nat);
DistGeom::BoundsMatPtr mmat(mat);
initBoundsMat(mmat);
INT_VECT res;
setTopolBounds(mol, mmat, true, false);
if (!DistGeom::triangleSmoothBounds(mmat)) {
// ok this bound matrix failed to triangle smooth - re-compute the bounds matrix
// with out 15 bound and with VDW scaling
initBoundsMat(mmat);
setTopolBounds(mol, mmat, false, true);
// try triangle smoothing again - give up if we fail
if (!DistGeom::triangleSmoothBounds(mmat)) {
return res;
}
}
if (clearConfs) {
mol.clearConformers();
}
unsigned int ci;
RDNumeric::DoubleSymmMatrix distMat(nat, 0.0);
bool gotCoords;
unsigned int numDPicks = 0;
for (ci = 0; ci < numConfs; ci++) {
Conformer *conf = new Conformer(nat);
RDGeom::Point3DPtrVect positions;
unsigned int i;
for (i = 0; i < nat; i++) {
positions.push_back(&conf->getAtomPos(i));
}
gotCoords = false;
unsigned int iter = 0;
while ((gotCoords == false) && (iter < maxIterations)) {
numDPicks++;
// update the distance matrix picker seed: by the the iteration ID
if(seed>0){
pickRandomDistMat(*mmat, distMat, seed*numDPicks);
} else {
pickRandomDistMat(*mmat, distMat);
}
// now compute the coordinates
gotCoords = DistGeom::computeInitialCoords(distMat, positions, randNegEig, numZeroFail);
iter += 1;
}
if (gotCoords) {
ForceFields::ForceField *field = DistGeom::constructForceField(*mmat, positions,0,basinThresh);
if (field) {
field->initialize();
if(field->calcEnergy() > ERROR_TOL){
int needMore = 1;
while(needMore){
needMore = field->minimize(200,optimizerForceTol);
}
}
delete field;
}
}
if (gotCoords) {
bool addConf = true; // add the conformation to the molecule by default
if (pruneRmsThresh > 0.0) { // check if we are pruning away conformations
if (!_isConfFarFromRest(mol, *conf, pruneRmsThresh)) { // check if a closeby conformation has already been chosen
addConf = false;
delete conf;
}
}
if (addConf) {
int confId = (int)mol.addConformer(conf, true);
res.push_back(confId);
}
} else {
delete conf;
}
}
return res;
}
}
}