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//
// Copyright (C) 2014 Novartis Institutes for BioMedical Research
//
// @@ All Rights Reserved @@
// This file is part of the RDKit.
// The contents are covered by the terms of the BSD license
// which is included in the file license.txt, found at the root
// of the RDKit source tree.
//
#include <list>
#include <algorithm>
#include <math.h>
#include "../QueryAtom.h"
#include "../QueryBond.h"
#include "../SmilesParse/SmilesWrite.h"
#include "../SmilesParse/SmartsWrite.h"
#include "../SmilesParse/SmilesParse.h"
#include "../Substruct/SubstructMatch.h"
#include "SubstructMatchCustom.h"
#include "MaximumCommonSubgraph.h"
namespace RDKit {
namespace FMCS {
struct LabelDefinition {
unsigned ItemIndex; // item with this label value
unsigned Value;
LabelDefinition() : ItemIndex(NotSet), Value(NotSet) {}
LabelDefinition(unsigned i, unsigned value) : ItemIndex(i), Value(value) {}
};
MaximumCommonSubgraph::MaximumCommonSubgraph(const MCSParameters* params) {
Parameters = (nullptr != params ? *params : MCSParameters());
if (!Parameters.ProgressCallback) {
Parameters.ProgressCallback = MCSProgressCallbackTimeout;
Parameters.ProgressCallbackUserData = &To;
}
if (Parameters.AtomCompareParameters.MatchChiralTag &&
nullptr == Parameters.FinalMatchChecker) {
Parameters.FinalMatchChecker = FinalChiralityCheckFunction;
Parameters.BondCompareParameters.MatchStereo = true;
}
To = nanoClock();
}
static bool molPtr_NumBondLess(
const ROMol* l,
const ROMol* r) { // need for sorting the source molecules by size
return l->getNumBonds() < r->getNumBonds();
}
void MaximumCommonSubgraph::init() {
QueryMolecule = Molecules.front();
Targets.clear();
#ifdef FAST_SUBSTRUCT_CACHE
QueryAtomLabels.clear();
QueryBondLabels.clear();
QueryAtomMatchTable.clear();
QueryBondMatchTable.clear();
RingMatchTables.clear();
#endif
#ifdef DUP_SUBSTRUCT_CACHE
DuplicateCache.clear();
#endif
void* userData = Parameters.CompareFunctionsUserData;
if (Parameters.BondCompareParameters.CompleteRingsOnly ||
Parameters.BondCompareParameters.RingMatchesRingOnly ||
Parameters.AtomCompareParameters.RingMatchesRingOnly) {
#ifdef FAST_SUBSTRUCT_CACHE
RingMatchTables.init(QueryMolecule);
Parameters.CompareFunctionsUserData = &RingMatchTables;
#endif
}
size_t nq = 0;
#ifdef FAST_SUBSTRUCT_CACHE
// fill out RingMatchTables to check cache Hash collision by checking match a
// part of Query to Query
if (!userData // predefined functor - compute RingMatchTable for all targets
&& (Parameters.BondCompareParameters.CompleteRingsOnly ||
Parameters.BondCompareParameters.RingMatchesRingOnly ||
Parameters.AtomCompareParameters.RingMatchesRingOnly))
RingMatchTables.computeRingMatchTable(QueryMolecule, QueryMolecule,
Parameters);
// fill out match tables
nq = QueryMolecule->getNumAtoms();
QueryAtomMatchTable.resize(nq, nq);
for (size_t aj = 0; aj < nq; aj++)
for (size_t ai = 0; ai < nq; ai++)
QueryAtomMatchTable.set(
ai, aj,
Parameters.AtomTyper(Parameters.AtomCompareParameters, *QueryMolecule,
ai, *QueryMolecule, aj,
Parameters.CompareFunctionsUserData));
nq = QueryMolecule->getNumBonds();
QueryBondMatchTable.resize(nq, nq);
for (size_t aj = 0; aj < nq; aj++)
for (size_t ai = 0; ai < nq; ai++)
QueryBondMatchTable.set(
ai, aj,
Parameters.BondTyper(Parameters.BondCompareParameters, *QueryMolecule,
ai, *QueryMolecule, aj,
Parameters.CompareFunctionsUserData));
// Compute label values based on current functor and parameters for code
// Morgan correct computation.
unsigned currentLabelValue = 1;
std::vector<LabelDefinition> labels;
nq = QueryMolecule->getNumAtoms();
QueryAtomLabels.resize(nq);
for (size_t ai = 0; ai < nq; ai++) {
if (MCSAtomCompareAny ==
Parameters
.AtomTyper) // predefined functor without atom compare parameters
QueryAtomLabels[ai] = 1;
else {
const Atom* atom = QueryMolecule->getAtomWithIdx(ai);
if (MCSAtomCompareElements ==
Parameters
.AtomTyper) // predefined functor without atom compare parameters
QueryAtomLabels[ai] = atom->getAtomicNum() |
(Parameters.AtomCompareParameters.MatchValences
? (atom->getTotalValence() >> 8)
: 0);
else if (MCSAtomCompareIsotopes ==
Parameters.AtomTyper) // predefined functor without atom compare
// parameters
QueryAtomLabels[ai] = atom->getAtomicNum() | (atom->getIsotope() >> 8) |
(Parameters.AtomCompareParameters.MatchValences
? (atom->getTotalValence() >> 16)
: 0);
else { // custom user defined functor
QueryAtomLabels[ai] = NotSet;
for (auto& label : labels)
if (Parameters.AtomTyper(Parameters.AtomCompareParameters,
*QueryMolecule, label.ItemIndex,
*QueryMolecule, ai,
userData)) { // equal itoms
QueryAtomLabels[ai] = label.Value;
break;
}
if (NotSet == QueryAtomLabels[ai]) { // not found -> create new label
QueryAtomLabels[ai] = ++currentLabelValue;
labels.push_back(LabelDefinition(ai, currentLabelValue));
}
}
}
}
labels.clear();
currentLabelValue = 1;
nq = QueryMolecule->getNumBonds();
QueryBondLabels.resize(nq);
for (size_t aj = 0; aj < nq; aj++) {
const Bond* bond = QueryMolecule->getBondWithIdx(aj);
unsigned ring = 0;
if (Parameters.BondCompareParameters.CompleteRingsOnly ||
Parameters.BondCompareParameters.RingMatchesRingOnly) {
ring = RingMatchTables.isQueryBondInRing(aj) ? 0 : 1; // is bond in ring
}
if (MCSBondCompareAny ==
Parameters
.BondTyper) // predefined functor without atom compare parameters
QueryBondLabels[aj] = 1 | (ring >> 8);
else if (MCSBondCompareOrderExact ==
Parameters
.BondTyper) // predefined functor without compare parameters
QueryBondLabels[aj] = (bond->getBondType() + 1) | (ring >> 8);
else if (MCSBondCompareOrder ==
Parameters
.BondTyper) { // predefined functor, ignore Aromatization
unsigned order = bond->getBondType();
if (Bond::AROMATIC == order ||
Bond::ONEANDAHALF == order) // ignore Aromatization
order = Bond::SINGLE;
else if (Bond::TWOANDAHALF == order)
order = Bond::DOUBLE;
else if (Bond::THREEANDAHALF == order)
order = Bond::TRIPLE;
else if (Bond::FOURANDAHALF == order)
order = Bond::QUADRUPLE;
else if (Bond::FIVEANDAHALF == order)
order = Bond::QUINTUPLE;
QueryBondLabels[aj] = (order + 1) | (ring >> 8);
} else { // custom user defined functor
QueryBondLabels[aj] = NotSet;
for (auto& label : labels)
if (Parameters.BondTyper(Parameters.BondCompareParameters,
*QueryMolecule, label.ItemIndex,
*QueryMolecule, aj,
userData)) { // equal bonds + ring ...
QueryBondLabels[aj] = label.Value;
break;
}
if (NotSet == QueryAtomLabels[aj]) { // not found -> create new label
QueryBondLabels[aj] = ++currentLabelValue;
labels.push_back(LabelDefinition(aj, currentLabelValue));
}
}
}
#endif
Targets.resize(Molecules.size() - 1);
size_t i = 0;
for (auto it = Molecules.begin() + 1; it != Molecules.end(); it++, i++) {
Targets[i].Molecule = *it;
// build Target Topology ADD ATOMs
size_t j = 0; // current item
for (ROMol::ConstAtomIterator a = Targets[i].Molecule->beginAtoms();
a != Targets[i].Molecule->endAtoms(); a++, j++) {
Targets[i].Topology.addAtom((*a)->getIdx());
}
// build Target Topology ADD BONDs
for (ROMol::ConstBondIterator b = Targets[i].Molecule->beginBonds();
b != Targets[i].Molecule->endBonds(); b++) {
const Bond* bond = *b;
unsigned ii = bond->getBeginAtomIdx();
unsigned jj = bond->getEndAtomIdx();
Targets[i].Topology.addBond((*b)->getIdx(), ii, jj);
}
// fill out RingMatchTables
if (!userData // predefined functor - compute RingMatchTable for all
// targets
&& (Parameters.BondCompareParameters.CompleteRingsOnly ||
Parameters.BondCompareParameters.RingMatchesRingOnly)) {
#ifdef FAST_SUBSTRUCT_CACHE
RingMatchTables.addTargetBondRingsIndeces(Targets[i].Molecule);
RingMatchTables.computeRingMatchTable(QueryMolecule, Targets[i].Molecule,
Parameters);
#endif
}
// fill out match tables
size_t nq = QueryMolecule->getNumAtoms();
size_t nt = (*it)->getNumAtoms();
Targets[i].AtomMatchTable.resize(nq, nt);
for (size_t aj = 0; aj < nt; aj++)
for (size_t ai = 0; ai < nq; ai++)
Targets[i].AtomMatchTable.set(
ai, aj,
Parameters.AtomTyper(Parameters.AtomCompareParameters,
*QueryMolecule, ai, *Targets[i].Molecule, aj,
Parameters.CompareFunctionsUserData));
nq = QueryMolecule->getNumBonds();
nt = (*it)->getNumBonds();
Targets[i].BondMatchTable.resize(nq, nt);
for (size_t aj = 0; aj < nt; aj++)
for (size_t ai = 0; ai < nq; ai++)
Targets[i].BondMatchTable.set(
ai, aj,
Parameters.BondTyper(Parameters.BondCompareParameters,
*QueryMolecule, ai, *Targets[i].Molecule, aj,
Parameters.CompareFunctionsUserData));
}
Parameters.CompareFunctionsUserData = userData; // restore
}
struct QueryRings {
std::vector<unsigned> BondRings; // amount of rings
std::vector<unsigned> AtomRings; // amount of rings
QueryRings(const ROMol* query)
: BondRings(query->getNumBonds()), AtomRings(query->getNumAtoms()) {
{
for (unsigned int& BondRing : BondRings) BondRing = 0;
const RingInfo::VECT_INT_VECT& rings = query->getRingInfo()->bondRings();
for (const auto& ring : rings)
for (int ri : ring) ++BondRings[ri];
}
{
for (unsigned int& AtomRing : AtomRings) AtomRing = 0;
const RingInfo::VECT_INT_VECT& rings = query->getRingInfo()->atomRings();
for (const auto& ring : rings)
for (int ri : ring) ++AtomRings[ri];
}
}
inline unsigned getNumberRings(const Bond* bond) const {
return BondRings[bond->getIdx()];
}
inline unsigned getNumberRings(const Atom* atom) const {
return AtomRings[atom->getIdx()];
}
};
struct WeightedBond {
const Bond* BondPtr;
unsigned Weight;
WeightedBond() : BondPtr(nullptr), Weight(0) {}
WeightedBond(const Bond* bond, const QueryRings& r)
: BondPtr(bond), Weight(0) {
// score ((bond.is_in_ring + atom1.is_in_ring + atom2.is_in_ring)
if (r.getNumberRings(bond)) Weight += 1;
if (r.getNumberRings(bond->getBeginAtom())) Weight += 1;
if (r.getNumberRings(bond->getEndAtom())) Weight += 1;
}
bool operator<(const WeightedBond& r) {
return Weight >= r.Weight; // sort in Z-A order (Rings first)
}
};
void MaximumCommonSubgraph::makeInitialSeeds() {
// build a set of initial seeds as "all" single bonds from query molecule
std::vector<bool> excludedBonds(QueryMolecule->getNumBonds());
for (auto&& excludedBond : excludedBonds) excludedBond = false;
Seeds.clear();
QueryMoleculeMatchedBonds = 0;
QueryMoleculeMatchedAtoms = 0;
if (!Parameters.InitialSeed.empty()) { // make user defined seed
std::auto_ptr<const ROMol> initialSeedMolecule(
(const ROMol*)SmartsToMol(Parameters.InitialSeed));
// make a set of of seed as indeces and pointers to current query molecule
// items based on matching results
std::vector<MatchVectType> matching_substructs;
SubstructMatch(*QueryMolecule, *initialSeedMolecule, matching_substructs);
// loop throw all fragments of Query matched to initial seed
for (std::vector<MatchVectType>::const_iterator ms =
matching_substructs.begin();
ms != matching_substructs.end(); ms++) {
Seed seed;
seed.ExcludedBonds = excludedBonds;
seed.MatchResult.resize(Targets.size());
#ifdef VERBOSE_STATISTICS_ON
{
++VerboseStatistics.Seed;
++VerboseStatistics.InitialSeed;
}
#endif
// add all matched atoms of the matched query fragment
std::map<unsigned, unsigned> initialSeedToQueryAtom;
for (const auto& msb : *ms) {
unsigned qai = msb.second;
unsigned sai = msb.first;
seed.addAtom(QueryMolecule->getAtomWithIdx(qai));
initialSeedToQueryAtom[sai] = qai;
}
// add all bonds (existed in initial seed !!!) between all matched atoms
// in query
for (const auto& msb : *ms) {
const Atom* atom = initialSeedMolecule->getAtomWithIdx(msb.first);
ROMol::OEDGE_ITER beg, end;
for (boost::tie(beg, end) = initialSeedMolecule->getAtomBonds(atom);
beg != end; beg++) {
const Bond& initialBond = *((*initialSeedMolecule)[*beg]);
unsigned qai1 =
initialSeedToQueryAtom.find(initialBond.getBeginAtomIdx())
->second;
unsigned qai2 =
initialSeedToQueryAtom.find(initialBond.getEndAtomIdx())->second;
const Bond* b = QueryMolecule->getBondBetweenAtoms(qai1, qai2);
if (!seed.ExcludedBonds[b->getIdx()]) {
seed.addBond(b);
seed.ExcludedBonds[b->getIdx()] = true;
}
}
}
seed.computeRemainingSize(*QueryMolecule);
if (checkIfMatchAndAppend(seed))
QueryMoleculeMatchedBonds = seed.getNumBonds();
}
} else { // create a set of seeds from each query bond
// R1 additional performance OPTIMISATION
// if(Parameters.BondCompareParameters.CompleteRingsOnly)
// disable all mismatched rings, and do not generate initial seeds from such
// disabled bonds
// for( rings .....) for(i......)
// if(mismatched) excludedBonds[i.......] = true;
QueryRings r(QueryMolecule);
std::vector<WeightedBond> wb;
wb.reserve(QueryMolecule->getNumBonds());
for (RWMol::ConstBondIterator bi = QueryMolecule->beginBonds();
bi != QueryMolecule->endBonds(); bi++)
wb.push_back(WeightedBond(*bi, r));
for (std::vector<WeightedBond>::const_iterator bi = wb.begin();
bi != wb.end(); bi++) {
// R1 additional performance OPTIMISATION
// if(excludedBonds[(*bi)->getIdx()])
// continue;
Seed seed;
seed.MatchResult.resize(Targets.size());
#ifdef VERBOSE_STATISTICS_ON
{
++VerboseStatistics.Seed;
++VerboseStatistics.InitialSeed;
}
#endif
seed.addAtom(bi->BondPtr->getBeginAtom());
seed.addAtom(bi->BondPtr->getEndAtom());
seed.ExcludedBonds = excludedBonds; // all bonds from first to current
seed.addBond(bi->BondPtr);
excludedBonds[bi->BondPtr->getIdx()] = true;
seed.computeRemainingSize(*QueryMolecule);
if (checkIfMatchAndAppend(seed)) {
++QueryMoleculeMatchedBonds;
} else {
// optionally remove all such bonds from all targets TOPOLOGY where it
// exists.
//..........
// disable (mark as already processed) mismatched bond in all seeds
for (auto& Seed : Seeds)
Seed.ExcludedBonds[bi->BondPtr->getIdx()] = true;
#ifdef VERBOSE_STATISTICS_ON
++VerboseStatistics.MismatchedInitialSeed;
#endif
}
}
}
size_t nq = QueryMolecule->getNumAtoms();
for (size_t i = 0; i < nq; i++) { // all query's atoms
unsigned matched = 0;
for (std::vector<Target>::const_iterator tag = Targets.begin();
tag != Targets.end(); tag++) {
size_t nt = tag->Molecule->getNumAtoms();
for (size_t aj = 0; aj < nt; aj++) {
if (tag->AtomMatchTable.at(i, aj)) {
++matched;
break;
}
}
}
if (matched >= ThresholdCount) ++QueryMoleculeMatchedAtoms;
}
}
bool MaximumCommonSubgraph::growSeeds() {
bool mcsFound = false;
bool canceled = false;
unsigned steps = 99999; // steps from last progress callback call. call it
// immediately in the begining
// Find MCS -- SDF Seed growing OPTIMISATION (it works in 3 times faster)
while (!Seeds.empty()) {
if (getMaxNumberBonds() == QueryMoleculeMatchedBonds) // MCS == Query
break;
++steps;
#ifdef VERBOSE_STATISTICS_ON
VerboseStatistics.TotalSteps++;
#endif
auto si = Seeds.begin();
si->grow(*this);
{
const Seed& fs = Seeds.front();
// bigger substructure found
if (fs.CopyComplete)
if ((!Parameters.MaximizeBonds &&
(fs.getNumAtoms() > getMaxNumberAtoms() ||
(fs.getNumAtoms() == getMaxNumberAtoms() &&
fs.getNumBonds() > getMaxNumberBonds()))) ||
(Parameters.MaximizeBonds &&
(fs.getNumBonds() > getMaxNumberBonds() ||
(fs.getNumBonds() == getMaxNumberBonds() &&
fs.getNumAtoms() > getMaxNumberAtoms())))) {
mcsFound = true;
#ifdef VERBOSE_STATISTICS_ON
VerboseStatistics.MCSFoundStep = VerboseStatistics.TotalSteps;
VerboseStatistics.MCSFoundTime = nanoClock();
#endif
McsIdx.Atoms = fs.MoleculeFragment.Atoms;
McsIdx.Bonds = fs.MoleculeFragment.Bonds;
McsIdx.AtomsIdx = fs.MoleculeFragment.AtomsIdx;
McsIdx.BondsIdx = fs.MoleculeFragment.BondsIdx;
if (Parameters.Verbose) {
std::cout << VerboseStatistics.TotalSteps
<< " Seeds:" << Seeds.size() << " MCS "
<< McsIdx.Atoms.size() << " atoms, "
<< McsIdx.Bonds.size() << " bonds";
printf(" for %.4lf seconds. bond[0]=%u\n",
double(VerboseStatistics.MCSFoundTime - To) / 1000000.,
McsIdx.BondsIdx[0]);
}
}
}
if (NotSet == si->GrowingStage) // finished
Seeds.erase(si);
if (Parameters.ProgressCallback && (steps >= 377)) {
steps = 0;
Stat.NumAtoms = getMaxNumberAtoms();
Stat.NumBonds = getMaxNumberBonds();
if (!Parameters.ProgressCallback(Stat, Parameters,
Parameters.ProgressCallbackUserData)) {
canceled = true;
break;
}
}
}
if (mcsFound) { // postponed copy of current set of molecules for threshold <
// 1.
McsIdx.QueryMolecule = QueryMolecule;
McsIdx.Targets = Targets;
}
return !canceled;
}
struct AtomMatch { // for each seed atom (matched)
unsigned QueryAtomIdx;
unsigned TargetAtomIdx;
AtomMatch() : QueryAtomIdx(NotSet), TargetAtomIdx(NotSet) {}
};
typedef std::vector<AtomMatch> AtomMatchSet;
std::string MaximumCommonSubgraph::generateResultSMARTS(
const MCS& mcsIdx) const {
// match the result MCS with all targets to check if it is exact match or
// template
Seed seed; // result MCS
seed.ExcludedBonds.resize(mcsIdx.QueryMolecule->getNumBonds());
for (auto&& ExcludedBond : seed.ExcludedBonds) ExcludedBond = false;
std::vector<AtomMatchSet> atomMatchResult(mcsIdx.Targets.size());
std::vector<unsigned> atomIdxMap(mcsIdx.QueryMolecule->getNumAtoms());
std::vector<std::map<unsigned, const Bond*>> bondMatchSet(
mcsIdx.Bonds.size()); // key is unique BondType
std::vector<std::map<unsigned, const Atom*>> atomMatchSet(
mcsIdx.Atoms.size()); // key is unique atomic number
for (auto atom : mcsIdx.Atoms) {
atomIdxMap[atom->getIdx()] = seed.getNumAtoms();
seed.addAtom(atom);
}
for (auto bond : mcsIdx.Bonds) seed.addBond(bond);
unsigned itarget = 0;
for (auto tag = mcsIdx.Targets.begin(); tag != mcsIdx.Targets.end();
tag++, itarget++) {
match_V_t match; // THERE IS NO Bonds match INFO !!!!
bool target_matched = SubstructMatchCustomTable(
tag->Topology, *tag->Molecule, seed.Topology, *QueryMolecule,
tag->AtomMatchTable, tag->BondMatchTable, &Parameters, &match);
if (!target_matched) continue;
atomMatchResult[itarget].resize(seed.getNumAtoms());
for (match_V_t::const_iterator mit = match.begin(); mit != match.end();
mit++) {
unsigned ai = mit->first; // SeedAtomIdx
atomMatchResult[itarget][ai].QueryAtomIdx = seed.Topology[mit->first];
atomMatchResult[itarget][ai].TargetAtomIdx = tag->Topology[mit->second];
const Atom* ta =
tag->Molecule->getAtomWithIdx(tag->Topology[mit->second]);
if (ta &&
ta->getAtomicNum() != seed.MoleculeFragment.Atoms[ai]->getAtomicNum())
atomMatchSet[ai][ta->getAtomicNum()] = ta; // add
}
// AND BUILD BOND MATCH INFO
unsigned bi = 0;
for (auto bond = mcsIdx.Bonds.begin(); bond != mcsIdx.Bonds.end();
bond++, bi++) {
unsigned i = atomIdxMap[(*bond)->getBeginAtomIdx()];
unsigned j = atomIdxMap[(*bond)->getEndAtomIdx()];
unsigned ti = atomMatchResult[itarget][i].TargetAtomIdx;
unsigned tj = atomMatchResult[itarget][j].TargetAtomIdx;
const Bond* tb = tag->Molecule->getBondBetweenAtoms(ti, tj);
if (tb && (*bond)->getBondType() != tb->getBondType())
bondMatchSet[bi][tb->getBondType()] = tb; // add
}
}
// Generate result's SMARTS
RWMol mol; // create molecule from MCS for MolToSmarts()
unsigned ai = 0; // SeedAtomIdx
for (auto atom = mcsIdx.Atoms.begin(); atom != mcsIdx.Atoms.end();
atom++, ai++) {
if (Parameters.AtomTyper ==
MCSAtomCompareIsotopes) { // do '[0*]-[0*]-[13*]' for CC[13NH2]
QueryAtom a;
a.setQuery(makeAtomIsotopeQuery((int)(*atom)->getIsotope()));
mol.addAtom(&a, true, false);
} else {
QueryAtom a; // generate [#6] instead of C or c !
a.setQuery(makeAtomNumQuery((*atom)->getAtomicNum()));
// for all atomMatchSet[ai] items add atom query to template like
// [#6,#17,#9, ... ]
for (std::map<unsigned, const Atom*>::const_iterator am =
atomMatchSet[ai].begin();
am != atomMatchSet[ai].end(); am++) {
a.expandQuery(makeAtomNumQuery(am->second->getAtomicNum()),
Queries::COMPOSITE_OR);
if (Parameters.AtomCompareParameters.MatchChiralTag &&
(am->second->getChiralTag() == Atom::CHI_TETRAHEDRAL_CW ||
am->second->getChiralTag() == Atom::CHI_TETRAHEDRAL_CCW))
a.setChiralTag(am->second->getChiralTag());
}
mol.addAtom(&a, true, false);
}
}
unsigned bi = 0; // Seed Idx
for (auto bond = mcsIdx.Bonds.begin(); bond != mcsIdx.Bonds.end();
bond++, bi++) {
QueryBond b;
unsigned beginAtomIdx = atomIdxMap[(*bond)->getBeginAtomIdx()];
unsigned endAtomIdx = atomIdxMap[(*bond)->getEndAtomIdx()];
b.setBeginAtomIdx(beginAtomIdx);
b.setEndAtomIdx(endAtomIdx);
b.setQuery(makeBondOrderEqualsQuery((*bond)->getBondType()));
// add OR template if need
for (std::map<unsigned, const Bond*>::const_iterator bm =
bondMatchSet[bi].begin();
bm != bondMatchSet[bi].end(); bm++) {
b.expandQuery(makeBondOrderEqualsQuery(bm->second->getBondType()),
Queries::COMPOSITE_OR);
if (Parameters.BondCompareParameters.MatchStereo &&
bm->second->getStereo() > Bond::STEREOANY)
b.setStereo(bm->second->getStereo());
}
mol.addBond(&b, false);
}
return MolToSmarts(mol, true);
}
bool MaximumCommonSubgraph::createSeedFromMCS(size_t newQueryTarget,
Seed& newSeed) {
Seed mcs;
mcs.ExcludedBonds.resize(McsIdx.QueryMolecule->getNumBonds());
for (auto&& ExcludedBond : mcs.ExcludedBonds) ExcludedBond = false;
std::vector<unsigned> mcsAtomIdxMap(McsIdx.QueryMolecule->getNumAtoms());
for (std::vector<const Atom*>::const_iterator atom = McsIdx.Atoms.begin();
atom != McsIdx.Atoms.end(); atom++) {
mcsAtomIdxMap[(*atom)->getIdx()] = mcs.addAtom((*atom));
}
for (std::vector<const Bond*>::const_iterator bond = McsIdx.Bonds.begin();
bond != McsIdx.Bonds.end(); bond++)
mcs.addBond((*bond));
const Target& newQuery = McsIdx.Targets[newQueryTarget];
match_V_t match;
bool target_matched = SubstructMatchCustomTable(
newQuery.Topology, *newQuery.Molecule, mcs.Topology,
*McsIdx.QueryMolecule, newQuery.AtomMatchTable, newQuery.BondMatchTable,
&Parameters, &match);
if (!target_matched) return false;
AtomMatchSet atomMatchResult(mcs.getNumAtoms());
newSeed.ExcludedBonds.resize(newQuery.Molecule->getNumBonds());
for (auto&& ExcludedBond : newSeed.ExcludedBonds) ExcludedBond = false;
for (match_V_t::const_iterator mit = match.begin(); mit != match.end();
mit++) {
unsigned ai = mit->first; // SeedAtomIdx in mcs seed
atomMatchResult[ai].QueryAtomIdx = mcs.Topology[mit->first];
atomMatchResult[ai].TargetAtomIdx = newQuery.Topology[mit->second];
const Atom* ta =
newQuery.Molecule->getAtomWithIdx(newQuery.Topology[mit->second]);
newSeed.addAtom(ta);
}
for (std::vector<const Bond*>::const_iterator bond = McsIdx.Bonds.begin();
bond != McsIdx.Bonds.end(); bond++) {
unsigned i = mcsAtomIdxMap[(*bond)->getBeginAtomIdx()];
unsigned j = mcsAtomIdxMap[(*bond)->getEndAtomIdx()];
unsigned ti = atomMatchResult[i].TargetAtomIdx;
unsigned tj = atomMatchResult[j].TargetAtomIdx;
const Bond* tb = newQuery.Molecule->getBondBetweenAtoms(ti, tj);
newSeed.addBond(tb);
}
newSeed.computeRemainingSize(*newQuery.Molecule);
return true;
}
MCSResult MaximumCommonSubgraph::find(const std::vector<ROMOL_SPTR>& src_mols) {
clear();
MCSResult res;
if (src_mols.size() < 2)
throw std::runtime_error(
"FMCS. Invalid argument. mols.size() must be at least 2");
if (Parameters.Threshold > 1.0)
throw std::runtime_error(
"FMCS. Invalid argument. Parameter Threshold must be 1.0 or less.");
ThresholdCount = (unsigned)ceil((src_mols.size()) * Parameters.Threshold) -
1; // minimal required number of matched targets
if (ThresholdCount < 1) // at least one target
ThresholdCount = 1;
if (ThresholdCount > src_mols.size() - 1) // max all targets
ThresholdCount = src_mols.size() - 1;
// Selecting CompleteRingsOnly option also enables --ring-matches-ring-only.
// ring--ring and chain bonds only match chain bonds.
if (Parameters.BondCompareParameters.CompleteRingsOnly)
Parameters.BondCompareParameters.RingMatchesRingOnly = true;
for (const auto& src_mol : src_mols) {
Molecules.push_back(src_mol.get());
if (!Molecules.back()->getRingInfo()->isInitialized())
Molecules.back()->getRingInfo()->initialize(); // but do not fill out !!!
}
// sort source set of molecules by their 'size' and assume the smallest
// molecule as a query
std::stable_sort(Molecules.begin(), Molecules.end(), molPtr_NumBondLess);
for (size_t i = 0; i < Molecules.size() - ThresholdCount && !res.Canceled;
i++) {
init();
if (Targets.empty()) break;
MCSFinalMatchCheckFunction tff = Parameters.FinalMatchChecker;
if (FinalChiralityCheckFunction == Parameters.FinalMatchChecker)
Parameters.FinalMatchChecker = nullptr; // skip final chirality check for
// initial seed to allow future growing
// of it
makeInitialSeeds();
Parameters.FinalMatchChecker = tff; // restore final functor
if (Parameters.Verbose)
std::cout << "Query " << MolToSmiles(*QueryMolecule) << " "
<< QueryMolecule->getNumAtoms() << "("
<< QueryMoleculeMatchedAtoms << ") atoms, "
<< QueryMolecule->getNumBonds() << "("
<< QueryMoleculeMatchedBonds << ") bonds\n";
if (Seeds.empty()) break;
res.Canceled = growSeeds() ? false : true;
// verify what MCS is equal to one of initial seed for chirality match
if (FinalChiralityCheckFunction == Parameters.FinalMatchChecker &&
1 == getMaxNumberBonds()) {
McsIdx = MCS(); // clear
makeInitialSeeds(); // check all possible initial seeds
if (!Seeds.empty()) {
const Seed& fs = Seeds.front();
McsIdx.QueryMolecule = QueryMolecule;
McsIdx.Atoms = fs.MoleculeFragment.Atoms;
McsIdx.Bonds = fs.MoleculeFragment.Bonds;
McsIdx.AtomsIdx = fs.MoleculeFragment.AtomsIdx;
McsIdx.BondsIdx = fs.MoleculeFragment.BondsIdx;
}
} else if (i + 1 < Molecules.size() - ThresholdCount) {
Seed seed;
if (createSeedFromMCS(i, seed)) // MCS is matched with new query
Seeds.push_back(seed);
std::swap(Molecules[0],
Molecules[i + 1]); // change query molecule for threshold < 1.
}
}
res.NumAtoms = getMaxNumberAtoms();
res.NumBonds = getMaxNumberBonds();
if (res.NumBonds > 0) res.SmartsString = generateResultSMARTS(McsIdx);
#ifdef VERBOSE_STATISTICS_ON
if (Parameters.Verbose) {
unsigned itarget = 0;
for (std::vector<Target>::const_iterator tag = Targets.begin();
res.NumAtoms > 0 && tag != Targets.end(); tag++, itarget++) {
MatchVectType match;
RWMol* m = SmartsToMol(res.SmartsString.c_str());
bool target_matched = SubstructMatch(*tag->Molecule, *m, match);
if (!target_matched)
std::cout << "Target " << itarget + 1
<< (target_matched ? " matched " : " MISMATCHED ")
<< MolToSmiles(*tag->Molecule) << "\n";
delete m;
}
std::cout << "STATISTICS:\n";
std::cout << "Total Growing Steps = " << VerboseStatistics.TotalSteps
<< ", MCS found on " << VerboseStatistics.MCSFoundStep << " step";
if (VerboseStatistics.MCSFoundTime - To > 0)
printf(", for %.4lf seconds\n",
double(VerboseStatistics.MCSFoundTime - To) / 1000000.);
else
std::cout << ", for less than 1 second\n";
std::cout << "Initial Seeds = " << VerboseStatistics.InitialSeed
<< ", Mismatched " << VerboseStatistics.MismatchedInitialSeed
<< "\n";
std::cout << "Inspected Seeds = " << VerboseStatistics.Seed << "\n";
std::cout << "Rejected by BestSize = "
<< VerboseStatistics.RemainingSizeRejected << "\n";
std::cout << "SingleBondExcluded = "
<< VerboseStatistics.SingleBondExcluded << "\n";
#ifdef EXCLUDE_WRONG_COMPOSITION
std::cout << "Rejected by WrongComposition = "
<< VerboseStatistics.WrongCompositionRejected << " [ "
<< VerboseStatistics.WrongCompositionDetected << " Detected ]\n";
#endif
std::cout << "MatchCheck Seeds = " << VerboseStatistics.SeedCheck
<< "\n";
std::cout //<< "\n"
<< " MatchCalls = " << VerboseStatistics.MatchCall << "\n"
<< " MatchFound = " << VerboseStatistics.MatchCallTrue << "\n";
std::cout << " fastMatchCalls = " << VerboseStatistics.FastMatchCall << "\n"
<< " fastMatchFound = " << VerboseStatistics.FastMatchCallTrue
<< "\n";
std::cout << " slowMatchCalls = "
<< VerboseStatistics.MatchCall -
VerboseStatistics.FastMatchCallTrue
<< "\n"
<< " slowMatchFound = " << VerboseStatistics.SlowMatchCallTrue
<< "\n";
#ifdef VERBOSE_STATISTICS_FASTCALLS_ON
std::cout << "AtomFunctorCalls = " << VerboseStatistics.AtomFunctorCalls
<< "\n";
std::cout << "BondCompareCalls = " << VerboseStatistics.BondCompareCalls
<< "\n";
#endif
std::cout << " DupCacheFound = " << VerboseStatistics.DupCacheFound
<< " " << VerboseStatistics.DupCacheFoundMatch << " matched, "
<< VerboseStatistics.DupCacheFound -
VerboseStatistics.DupCacheFoundMatch
<< " mismatched\n";
#ifdef FAST_SUBSTRUCT_CACHE
std::cout << "HashCache size = " << HashCache.keyssize() << " keys\n";
std::cout << "HashCache size = " << HashCache.fullsize() << " entries\n";
std::cout << "FindHashInCache = " << VerboseStatistics.FindHashInCache
<< "\n";
std::cout << "HashFoundInCache= " << VerboseStatistics.HashKeyFoundInCache
<< "\n";
std::cout << "ExactMatchCalls = " << VerboseStatistics.ExactMatchCall
<< "\n"
<< "ExactMatchFound = " << VerboseStatistics.ExactMatchCallTrue
<< "\n";
#endif
}
#endif
clear();
return res;
}
bool MaximumCommonSubgraph::checkIfMatchAndAppend(Seed& seed) {
#ifdef VERBOSE_STATISTICS_ON
++VerboseStatistics.SeedCheck;
#endif
#ifdef FAST_SUBSTRUCT_CACHE
SubstructureCache::HashKey cacheKey;
SubstructureCache::TIndexEntry* cacheEntry = nullptr;
bool cacheEntryIsValid = false;
RDUNUSED_PARAM(cacheEntryIsValid); // unused var
#endif
bool foundInCache = false;
bool foundInDupCache = false;
{
#ifdef DUP_SUBSTRUCT_CACHE
if (DuplicateCache.find(seed.DupCacheKey, foundInCache)) {
// duplicate found. skip match() but store both seeds, because they will grow by
// different paths !!!
#ifdef VERBOSE_STATISTICS_ON
VerboseStatistics.DupCacheFound++;
VerboseStatistics.DupCacheFoundMatch += foundInCache ? 1 : 0;
#endif
if (!foundInCache) // mismatched !!!
return false;
}
foundInDupCache = foundInCache;
#endif
#ifdef FAST_SUBSTRUCT_CACHE
if (!foundInCache) {
#ifdef VERBOSE_STATISTICS_ON
++VerboseStatistics.FindHashInCache;
#endif
cacheEntry =
HashCache.find(seed, QueryAtomLabels, QueryBondLabels, cacheKey);
cacheEntryIsValid = true;
if (cacheEntry) { // possibly found. check for hash collision
#ifdef VERBOSE_STATISTICS_ON
++VerboseStatistics.HashKeyFoundInCache;
#endif
// check hash collisions (time +3%):
for (SubstructureCache::TIndexEntry::const_iterator g =
cacheEntry->begin();
!foundInCache && g != cacheEntry->end(); g++) {
if (g->m_vertices.size() != seed.getNumAtoms() ||
g->m_edges.size() != seed.getNumBonds())
continue;
#ifdef VERBOSE_STATISTICS_ON
++VerboseStatistics.ExactMatchCall;
#endif
// EXACT MATCH
foundInCache = SubstructMatchCustomTable(
(*g), *QueryMolecule, seed.Topology, *QueryMolecule,
QueryAtomMatchTable, QueryBondMatchTable, &Parameters);
#ifdef VERBOSE_STATISTICS_ON
if (foundInCache) ++VerboseStatistics.ExactMatchCallTrue;
#endif
}
}
}
#endif
}
bool found = foundInCache;
if (!found) {
found = match(seed);
}
Seed* newSeed = nullptr;
{
if (found) { // Store new generated seed, if found in cache or in all(-
// threshold) targets
{
newSeed = &Seeds.add(seed);
newSeed->CopyComplete = false;
}
#ifdef DUP_SUBSTRUCT_CACHE
if (!foundInDupCache && seed.getNumBonds() >= 3) // only seed with a ring
// can be duplicated -
// do not store very
// small seed in cache
DuplicateCache.add(seed.DupCacheKey, true);
#endif
#ifdef FAST_SUBSTRUCT_CACHE
if (!foundInCache) HashCache.add(seed, cacheKey, cacheEntry);
#endif
} else {
#ifdef DUP_SUBSTRUCT_CACHE
if (seed.getNumBonds() > 3)
DuplicateCache.add(seed.DupCacheKey,
false); // opt. cache mismatched duplicates too
#endif
}
}
if (newSeed)
*newSeed =
seed; // non-blocking copy for MULTI_THREAD and best CPU utilization
return found; // new matched seed has been actualy added
}
bool MaximumCommonSubgraph::match(Seed& seed) {
unsigned max_miss = Targets.size() - ThresholdCount;
unsigned missing = 0;
unsigned passed = 0;
unsigned itarget = 0;
for (std::vector<Target>::const_iterator tag = Targets.begin();
tag != Targets.end(); tag++, itarget++) {
#ifdef VERBOSE_STATISTICS_ON
{ ++VerboseStatistics.MatchCall; }
#endif
bool target_matched = false;
if (!seed.MatchResult.empty() && !seed.MatchResult[itarget].empty())
target_matched = matchIncrementalFast(seed, itarget);
if (!target_matched) { // slow full match
match_V_t match; // THERE IS NO Bonds match INFO !!!!
target_matched = SubstructMatchCustomTable(
tag->Topology, *tag->Molecule, seed.Topology, *QueryMolecule,
tag->AtomMatchTable, tag->BondMatchTable, &Parameters, &match);
// save current match info
if (target_matched) {
if (seed.MatchResult.empty()) seed.MatchResult.resize(Targets.size());
seed.MatchResult[itarget].init(seed, match, *QueryMolecule, *tag);
} else if (!seed.MatchResult.empty())
seed.MatchResult[itarget].clear(); //.Empty = true; // == fast clear();
#ifdef VERBOSE_STATISTICS_ON
if (target_matched) {
++VerboseStatistics.SlowMatchCallTrue;
}
#endif
}
if (target_matched) {
if (++passed >= ThresholdCount) // it's enought
break;
} else { // mismatched
if (++missing > max_miss) break;
}
}
if (missing <= max_miss) {
#ifdef VERBOSE_STATISTICS_ON
++VerboseStatistics.MatchCallTrue;
#endif
return true;
}
return false;
}
// call it for each target, if failed perform full match check
bool MaximumCommonSubgraph::matchIncrementalFast(Seed& seed, unsigned itarget) {
// use and update results of previous match stored in the seed
#ifdef VERBOSE_STATISTICS_ON
{ ++VerboseStatistics.FastMatchCall; }
#endif
const Target& target = Targets[itarget];
TargetMatch& match = seed.MatchResult[itarget];
if (match.empty()) return false;
/*
// CHIRALITY: FinalMatchCheck:
if(Parameters.AtomCompareParameters.MatchChiralTag ||
Parameters.FinalMatchChecker) { // TEMP
match.clear();
return false;
}
*/
bool matched = false;
for (unsigned newBondSeedIdx = match.MatchedBondSize;
newBondSeedIdx < seed.getNumBonds(); newBondSeedIdx++) {
matched = false;
bool atomAdded = false;
const Bond* newBond = seed.MoleculeFragment.Bonds[newBondSeedIdx];
unsigned newBondQueryIdx = seed.MoleculeFragment.BondsIdx[newBondSeedIdx];
unsigned newBondSourceAtomSeedIdx; // seed's index of atom from which new
// bond was added
unsigned newBondAnotherAtomSeedIdx; // seed's index of atom on another end
// of the bond
unsigned i =
seed.MoleculeFragment.SeedAtomIdxMap[newBond->getBeginAtomIdx()];
unsigned j = seed.MoleculeFragment.SeedAtomIdxMap[newBond->getEndAtomIdx()];
if (i >= match.MatchedAtomSize) { // this is new atom in the seed
newBondSourceAtomSeedIdx = j;
newBondAnotherAtomSeedIdx = i;
} else {
newBondSourceAtomSeedIdx = i;
newBondAnotherAtomSeedIdx = j;
}
unsigned newBondAnotherAtomQueryIdx =
seed.MoleculeFragment.AtomsIdx[newBondAnotherAtomSeedIdx];
unsigned newBondSourceAtomQueryIdx =
seed.MoleculeFragment.AtomsIdx[newBondSourceAtomSeedIdx];
unsigned newBondSourceAtomTargetIdx =
match.TargetAtomIdx
[newBondSourceAtomQueryIdx]; // matched to newBondSourceAtomSeedIdx
const Bond* tb = nullptr;
unsigned newBondAnotherAtomTargetIdx = NotSet;
if (newBondAnotherAtomSeedIdx <
match.MatchedAtomSize) { // new bond between old atoms - both are
// matched to exact atoms in the target
newBondAnotherAtomTargetIdx =
match.TargetAtomIdx[newBondAnotherAtomQueryIdx];
tb = target.Molecule->getBondBetweenAtoms(
newBondSourceAtomTargetIdx,
newBondAnotherAtomTargetIdx); // target bond between Source and
// Another atoms
if (tb) { // bond exists, check match with query molecule
unsigned tbi = tb->getIdx();
unsigned qbi = seed.MoleculeFragment.BondsIdx[newBondSeedIdx];
if (!match.VisitedTargetBonds[tbi]) // false if target bond is already
// matched
matched = target.BondMatchTable.at(qbi, tbi);
}
} else { // enumerate all bonds from source atom in the target
const Atom* atom =
target.Molecule->getAtomWithIdx(newBondSourceAtomTargetIdx);
ROMol::OEDGE_ITER beg, end;
for (boost::tie(beg, end) = target.Molecule->getAtomBonds(atom);
beg != end; beg++) {
tb = &*((*target.Molecule)[*beg]);
if (!match.VisitedTargetBonds[tb->getIdx()]) {
newBondAnotherAtomTargetIdx = tb->getBeginAtomIdx();
if (newBondSourceAtomTargetIdx == newBondAnotherAtomTargetIdx)
newBondAnotherAtomTargetIdx = tb->getEndAtomIdx();
if (newBondAnotherAtomSeedIdx <
seed.LastAddedAtomsBeginIdx // RING: old atom, new atom in
// matched substructure must be
// new in seed
|| std::find(seed.MoleculeFragment.AtomsIdx.begin() +
seed.LastAddedAtomsBeginIdx,
seed.MoleculeFragment.AtomsIdx.begin() +
newBondAnotherAtomSeedIdx,
newBondAnotherAtomQueryIdx) ==
seed.MoleculeFragment.AtomsIdx.end()) {
if (!match.VisitedTargetAtoms[newBondAnotherAtomTargetIdx])
continue;
} else {
if (match.VisitedTargetAtoms[newBondAnotherAtomTargetIdx]) continue;
}
// check AnotherAtom and bond
matched =
target.AtomMatchTable.at(newBondAnotherAtomQueryIdx,
newBondAnotherAtomTargetIdx) &&
target.BondMatchTable.at(
seed.MoleculeFragment.BondsIdx[newBondSeedIdx], tb->getIdx());
if (matched) {
atomAdded = true;
break;
}
}
}
}
if (matched) { // update match history
if (atomAdded) { // new atom has been added
match.MatchedAtomSize++;
match.TargetAtomIdx[newBondAnotherAtomQueryIdx] =
newBondAnotherAtomTargetIdx;
match.VisitedTargetAtoms[newBondAnotherAtomTargetIdx] = true;
}
match.MatchedBondSize++;
match.TargetBondIdx[newBondQueryIdx] = tb->getIdx();
match.VisitedTargetBonds[tb->getIdx()] = true;
} else {
match.clear();
return false;
}
}
if (match.MatchedAtomSize != seed.getNumAtoms() ||
match.MatchedBondSize !=
seed.getNumBonds()) { // number of unique items !!!
match.clear();
return false;
}
// CHIRALITY: FinalMatchCheck
if (matched && Parameters.FinalMatchChecker) {
short unsigned c1[4096]; // seed.getNumAtoms()
short unsigned c2[4096]; // seed.getNumAtoms()
for (unsigned si = 0; si < seed.getNumAtoms();
si++) { // index in the seed topology
c1[si] = si;
c2[si] = match.TargetAtomIdx[seed.Topology[si]];
}
matched = Parameters.FinalMatchChecker(
c1, c2, *QueryMolecule, seed.Topology, *target.Molecule,
target.Topology, &Parameters); // check CHIRALITY
if (!matched) match.clear();
}
#ifdef VERBOSE_STATISTICS_ON
if (matched) {
#ifdef MULTI_THREAD
Guard statlock(StatisticsMutex);
#endif
++VerboseStatistics.FastMatchCallTrue;
}
#endif
return matched;
}
} // namespace FMCS
} // namespace RDKit
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