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// $Id$
//
// Copyright (C) 2003-2009 Greg Landrum and Rational Discovery LLC
//
// @@ 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 <GraphMol/RDKitBase.h>
#include "Subgraphs.h"
#include "SubgraphUtils.h"
#include <RDGeneral/utils.h>
#include <RDGeneral/Exceptions.h>
#include <iostream>
#include <cstring>
#include <algorithm>
#include <boost/dynamic_bitset.hpp>
namespace RDKit {
namespace Subgraphs {
void getNbrsList(const ROMol &mol, bool useHs, INT_INT_VECT_MAP &nbrs) {
nbrs.clear();
int nAtoms = mol.getNumAtoms();
// create a list of neighbors for each bond
// The python version (subgraph.py) did not take care of atoms being
// hydrogens (and if a user would like to ignore them)
// a list of list of bonds is no longer appropriate here
// some bond IDs may be missing to index the list on.
// so using an associative container.
for (int i = 0; i < nAtoms; i++) {
const Atom *atom = mol.getAtomWithIdx(i);
// if are at a hydrogen and we are not interested in bonds connecting to
// them
// move on
if (useHs || atom->getAtomicNum() != 1) {
ROMol::OEDGE_ITER bIt1, end;
boost::tie(bIt1, end) = mol.getAtomBonds(atom);
while (bIt1 != end) {
const Bond* bond1 = mol[*bIt1];
// if this bond connect to a hydrogen and we are not interested
// in it ignore
if (useHs || bond1->getOtherAtom(atom)->getAtomicNum() != 1) {
int bid1 = bond1->getIdx();
if (nbrs.find(bid1) == nbrs.end()) {
INT_VECT nlst;
nbrs[bid1] = nlst;
}
ROMol::OEDGE_ITER bIt2 = mol.getAtomBonds(atom).first;
while (bIt2 != end) {
const Bond* bond2 = mol[*bIt2];
int bid2 = bond2->getIdx();
if (bid1 != bid2 &&
(useHs || bond2->getOtherAtom(atom)->getAtomicNum() != 1)) {
nbrs[bid1].push_back(bid2); // FIX: pathListType should probably
// be container of pointers ??
}
++bIt2;
}
}
++bIt1;
}
}
}
}
// Everything passed here by reference
void recurseWalk(
INT_INT_VECT_MAP &nbrs, // neighbors for each bond
PATH_TYPE &spath, // the current path to be build upon
INT_VECT &cands, // neighbors of current path
unsigned int targetLen, // the maximum subgraph len we are interested in
boost::dynamic_bitset<> forbidden, // bonds that have been covered already
// we don't want reference passing for forbidden,
// it gets altered through the processand we want
// fresh start everytime we buble back up to "FindAllSubGraphs"
PATH_LIST &res // the final list of subgraphs
) {
// end case for recursion
if (spath.size() == targetLen) {
res.push_back(spath);
return;
}
// if the path is already bigger than target length don't do anything
if (spath.size() > targetLen) {
return;
}
// we have the cndidates that can be used to add to the existing path
// try extending the subgraphs
while (cands.size() != 0) {
int next = cands.back(); // start with the last one in the candidate list
cands.pop_back();
// cands.erase(remove(cands.begin(), cands.end(), next), cands.end());
if (!forbidden[next]) {
// this bond should not appear in the later subgraphs
forbidden[next] = 1;
// update a local stack before the next recursive call
INT_VECT tstack = cands;
for (int &bid : nbrs[next]) {
if (!forbidden[bid]) {
tstack.push_back(bid);
}
}
PATH_TYPE tpath = spath;
tpath.push_back(next);
recurseWalk(nbrs, tpath, tstack, targetLen, forbidden, res);
}
}
}
// Everything passed here by reference
void recurseWalkRange(
INT_INT_VECT_MAP &nbrs, // neighbors for each bond
PATH_TYPE &spath, // the current path to be build upon
INT_VECT &cands, // neighbors of current path
unsigned int
lowerLen, // lower limit of the subgraph lengths we are interested in
unsigned int upperLen, // the maximum subgraph len we are interested in
boost::dynamic_bitset<> forbidden, // bonds that have been covered already
// we don't want reference passing for forbidden,
// it gets altered through the processand we want
// fresh start everytime we buble back up to "FindAllSubGraphs"
INT_PATH_LIST_MAP &res // the final list of subgraphs
) {
unsigned int nsize = spath.size();
if ((nsize >= lowerLen) && (nsize <= upperLen)) {
// if (res.find(nsize) == res.end()) {
// PATH_LIST ordern;
// res[nsize] = ordern;
//}
res[nsize].push_back(spath);
}
// end case for recursion
if (nsize == upperLen) {
return;
}
// if the path is already bigger than desired size
if (nsize > upperLen) {
return;
}
// we have the cndidates that can be used to add to the existing path
// try extending the subgraphs
while (cands.size() != 0) {
int next = cands.back(); // start with the last one in the candidate list
cands.pop_back();
// cands.erase(remove(cands.begin(), cands.end(), next), cands.end());
if (!forbidden[next]) {
// this bond should not appear in the later subgraphs
forbidden[next] = 1;
// update a local stack before the next recursive call
INT_VECT tstack = cands;
for (int &bid : nbrs[next]) {
if (!forbidden[bid]) {
tstack.push_back(bid);
}
}
PATH_TYPE tpath = spath;
tpath.push_back(next);
recurseWalkRange(nbrs, tpath, tstack, lowerLen, upperLen, forbidden, res);
}
}
}
void dumpVIV(VECT_INT_VECT v) {
VECT_INT_VECT::iterator i;
INT_VECT::iterator j;
for (i = v.begin(); i != v.end(); i++) {
for (j = i->begin(); j != i->end(); j++) {
std::cout << *j << " ";
}
std::cout << std::endl;
}
}
PATH_LIST
extendPaths(int *adjMat, unsigned int dim, const PATH_LIST &paths,
int allowRingClosures = -1) {
PRECONDITION(adjMat, "no matrix");
//
// extend each of the currently active paths by adding
// a single adjacent index to the end of each
//
PATH_LIST res;
PATH_LIST::const_iterator path;
for (path = paths.begin(); path != paths.end(); path++) {
unsigned int endIdx = (*path)[path->size() - 1];
unsigned int iTab = endIdx * dim;
for (unsigned int otherIdx = 0; otherIdx < dim; otherIdx++) {
if (adjMat[iTab + otherIdx] == 1) {
// test 1: make sure the new atom is not already
// in the path
PATH_TYPE::const_iterator loc;
loc = std::find(path->begin(), path->end(), static_cast<int>(otherIdx));
// The two conditions for adding the atom are:
// 1) it's not there already
// 2) it's there, but ring closures are allowed and this
// will be the last addition to the path.
if (loc == path->end()) {
// the easy case
// PATH_TYPE newPath=*path;
// newPath.push_back(otherIdx);
// res.push_back(newPath);
res.push_back(*path);
res.rbegin()->push_back(otherIdx);
} else if (allowRingClosures > 2 &&
static_cast<int>(path->size()) == allowRingClosures - 1) {
// We *might* be adding the atom, but we need to make sure
// that we're not just duplicating the second to last
// element of the path:
auto rIt = path->rbegin();
rIt++;
if (*rIt != static_cast<int>(otherIdx)) {
// PATH_TYPE newPath=*path;
// newPath.push_back(otherIdx);
// res.push_back(newPath);
res.push_back(*path);
res.rbegin()->push_back(otherIdx);
}
}
}
}
}
return res;
}
INT_PATH_LIST_MAP
pathFinderHelper(int *adjMat, unsigned int dim, unsigned int minLen,
unsigned int maxLen, int rootedAtAtom) {
PRECONDITION(adjMat, "no matrix");
PRECONDITION(minLen <= maxLen, "bad lengths provided");
// finds all paths of length N using an adjacency matrix,
// which is constructed elsewhere
INT_PATH_LIST_MAP res;
PATH_LIST paths;
paths.clear();
if (rootedAtAtom < 0) {
// start a path at each possible index
for (unsigned int i = 0; i < dim; i++) {
PATH_TYPE tPath;
tPath.push_back(i);
paths.push_back(tPath);
}
} else if (rootedAtAtom < static_cast<int>(dim)) {
// only start a path at the atom of interest:
PATH_TYPE tPath;
tPath.push_back(rootedAtAtom);
paths.push_back(tPath);
} else {
return res;
}
// and build them up one index at a time:
for (unsigned int length = 1; length < maxLen; length++) {
// extend each path:
if (length >= minLen) res[length] = paths;
paths = extendPaths(adjMat, dim, paths, maxLen);
}
res[maxLen] = paths;
return res;
}
} // end of Subgraphs namespace
PATH_LIST findAllSubgraphsOfLengthN(const ROMol &mol, unsigned int targetLen,
bool useHs, int rootedAtAtom) {
/*********************************************
FIX: Lots of issues here:
- pathListType is defined as a container of "pathType", should it be a
container
of "pointers to pathtype"
- to make few things clear it might be useful to typdef a "subgraphListType"
even if it is exactly same as the "pathListType", just to not confuse
between
path vs. subgraph definitions
- To make it consistent with the python version of this function in
"subgraph.py"
it return a "list of paths" instead of a "list of list of paths" (see
"GetPathsUpTolength" in "molgraphs.cpp")
****************************************************************************/
boost::dynamic_bitset<> forbidden(mol.getNumBonds());
// this should be the only dependence on mol object:
INT_INT_VECT_MAP nbrs;
Subgraphs::getNbrsList(mol, useHs, nbrs);
// Start path at each bond
PATH_LIST res;
// start paths at each bond:
for (auto nbi = nbrs.begin(); nbi != nbrs.end(); ++nbi) {
// don't come back to this bond in the later subgraphs
int i = (*nbi).first;
// if we're only returning paths rooted at a particular atom, check now
// that this bond involves that atom:
if (rootedAtAtom >= 0 &&
mol.getBondWithIdx(i)->getBeginAtomIdx() !=
static_cast<unsigned int>(rootedAtAtom) &&
mol.getBondWithIdx(i)->getEndAtomIdx() !=
static_cast<unsigned int>(rootedAtAtom)) {
continue;
}
if (forbidden[i]) {
continue;
}
forbidden[i] = 1;
// start the recursive path building with the current bond
PATH_TYPE spath;
spath.clear();
spath.push_back(i);
// neighbors of this bond are the next candidates
INT_VECT cands = nbrs[i];
// now call the recursive function
// little bit different from the python version
// the result list of paths is passed as a reference, instead of on the fly
// appending
Subgraphs::recurseWalk(nbrs, spath, cands, targetLen, forbidden, res);
}
nbrs.clear();
return res;
}
INT_PATH_LIST_MAP findAllSubgraphsOfLengthsMtoN(const ROMol &mol,
unsigned int lowerLen,
unsigned int upperLen,
bool useHs, int rootedAtAtom) {
PRECONDITION(lowerLen <= upperLen, "");
boost::dynamic_bitset<> forbidden(mol.getNumBonds());
INT_INT_VECT_MAP nbrs;
Subgraphs::getNbrsList(mol, useHs, nbrs);
// Start path at each bond
INT_PATH_LIST_MAP res;
for (unsigned int idx = lowerLen; idx <= upperLen; idx++) {
PATH_LIST ordern;
res[idx] = ordern;
}
// start paths at each bond:
for (auto nbi = nbrs.begin(); nbi != nbrs.end(); nbi++) {
int i = (*nbi).first;
// if we're only returning paths rooted at a particular atom, check now
// that this bond involves that atom:
if (rootedAtAtom >= 0 &&
mol.getBondWithIdx(i)->getBeginAtomIdx() !=
static_cast<unsigned int>(rootedAtAtom) &&
mol.getBondWithIdx(i)->getEndAtomIdx() !=
static_cast<unsigned int>(rootedAtAtom)) {
continue;
}
// don't come back to this bond in the later subgraphs
if (forbidden[i]) {
continue;
}
forbidden[i] = 1;
// start the recursive path building with the current bond
PATH_TYPE spath;
spath.clear();
spath.push_back(i);
// neighbors of this bond are the next candidates
INT_VECT cands = nbrs[i];
// now call the recursive function
// little bit different from the python version
// the result list of paths is passed as a reference, instead of on the fly
// appending
Subgraphs::recurseWalkRange(nbrs, spath, cands, lowerLen, upperLen,
forbidden, res);
}
nbrs.clear();
return res; // FIX : need some verbose testing code here
}
PATH_LIST findUniqueSubgraphsOfLengthN(const ROMol &mol, unsigned int targetLen,
bool useHs, bool useBO,
int rootedAtAtom) {
// start by finding all subgraphs, then uniquify
PATH_LIST allSubgraphs =
findAllSubgraphsOfLengthN(mol, targetLen, useHs, rootedAtAtom);
PATH_LIST res = Subgraphs::uniquifyPaths(mol, allSubgraphs, useBO);
return res;
}
// ----------------------------------------------
//
// You may find yourself wondering: "what's the difference between
// a subgraph and path?" Well, let me tell you: there's a big
// diffference!
//
// Subgraphs are potentially branched, whereas paths (in our
// terminology at least) cannot be. So, the following graph:
//
// C--0--C--1--C--3--C
// |
// 2
// |
// C
// has 3 subgraphs of length 3: (0,1,2),(0,1,3),(2,1,3)
// but only 2 paths of length 3: (0,1,3),(2,1,3)
//
//
// ----------------------------------------------
//
// Args:
//
// adjMat: the adjacency matrix
// dim: number of rows in the adjacency matrix
// paths: paths to be extended
// allowRingClosures: if > 2, paths will be allowed where the final
// point is a duplicate (closes rings). In this case,
// allowRingClosures should equal the target path length.
//
INT_PATH_LIST_MAP
findAllPathsOfLengthsMtoN(const ROMol &mol, unsigned int lowerLen,
unsigned int upperLen, bool useBonds, bool useHs,
int rootedAtAtom) {
//
// We can't be clever here and just use the bond adjacency matrix
// to solve this problem when useBonds is true. This is because
// the bond adjacency matrices for the molecules C1CC1 and CC(C)C
// are indistinguishable. In the second case, t-butane (and
// anything else with a T junction), we'll get some subgraphs mixed
// in with the paths. So we have to construct paths of atoms and
// then convert them into bond paths.
//
PRECONDITION(lowerLen <= upperLen, "");
int *adjMat, dim;
dim = mol.getNumAtoms();
adjMat = new int[dim * dim];
memset((void *)adjMat, 0, dim * dim * sizeof(int));
// generate the adjacency matrix by hand by looping over the bonds
ROMol::ConstBondIterator bondIt;
for (bondIt = mol.beginBonds(); bondIt != mol.endBonds(); bondIt++) {
Atom *beg = (*bondIt)->getBeginAtom();
Atom *end = (*bondIt)->getEndAtom();
// check for H, which we might be skipping
if (useHs || (beg->getAtomicNum() != 1 && end->getAtomicNum() != 1)) {
adjMat[beg->getIdx() * dim + end->getIdx()] = 1;
adjMat[end->getIdx() * dim + beg->getIdx()] = 1;
}
}
// if we're using bonds, we'll need to find paths of length N+1,
// then convert them
if (useBonds) {
++lowerLen;
++upperLen;
}
// find the paths themselves
INT_PATH_LIST_MAP atomPaths = Subgraphs::pathFinderHelper(
adjMat, dim, lowerLen, upperLen, rootedAtAtom);
// clean up the adjacency matrix
delete[] adjMat;
INT_PATH_LIST_MAP res;
//
//--------------------------------------------------------
// loop through all the paths we have and make sure that there are
// no duplicates (duplicate = contains identical bond indices)
//
// We need to use the bond paths for this duplicate finding
// because, in rings, there can be many paths which share atom
// indices but which have different bond compositions. For example,
// there is only one "atom unique" path of length 5 bonds (6 atoms)
// through a 6-ring, but there are six bond paths.
//
if (!useBonds && lowerLen >= 1) {
res[1] = atomPaths[1];
}
if (useBonds || upperLen > 1) {
for (unsigned int i = lowerLen; i <= upperLen; ++i) {
if (i <= 1) {
continue;
}
std::vector<boost::dynamic_bitset<> > invars;
for (PATH_LIST::const_iterator vivI = atomPaths[i].begin();
vivI != atomPaths[i].end(); ++vivI) {
boost::dynamic_bitset<> invar(mol.getNumBonds());
const PATH_TYPE &resi = *vivI;
PATH_TYPE locV;
locV.reserve(i);
for (unsigned int j = 0; j < i - 1; j++) {
const Bond *bond = mol.getBondBetweenAtoms(resi[j], resi[j + 1]);
locV.push_back(bond->getIdx());
invar.set(bond->getIdx());
}
if (std::find(invars.begin(), invars.end(), invar) == invars.end()) {
invars.push_back(invar);
if (useBonds) {
res[i - 1].push_back(locV);
} else {
res[i].push_back(resi);
}
}
}
}
}
return res;
}
PATH_LIST
findAllPathsOfLengthN(const ROMol &mol, unsigned int targetLen, bool useBonds,
bool useHs, int rootedAtAtom) {
return findAllPathsOfLengthsMtoN(mol, targetLen, targetLen, useBonds, useHs,
rootedAtAtom)[targetLen];
}
PATH_TYPE findAtomEnvironmentOfRadiusN(const ROMol &mol, unsigned int radius,
unsigned int rootedAtAtom, bool useHs) {
if (rootedAtAtom >= mol.getNumAtoms())
throw ValueErrorException("bad atom index");
PATH_TYPE res;
std::list<std::pair<int, int> > nbrStack;
ROMol::OEDGE_ITER beg, end;
boost::tie(beg, end) = mol.getAtomBonds(mol.getAtomWithIdx(rootedAtAtom));
while (beg != end) {
const Bond* bond = mol[*beg];
if (useHs ||
mol.getAtomWithIdx(bond->getOtherAtomIdx(rootedAtAtom))
->getAtomicNum() != 1) {
nbrStack.push_back(std::make_pair(rootedAtAtom, bond->getIdx()));
}
++beg;
}
boost::dynamic_bitset<> bondsIn(mol.getNumBonds());
unsigned int i;
for (i = 0; i < radius; ++i) {
if (nbrStack.empty()) {
break;
}
std::list<std::pair<int, int> > nextLayer;
while (!nbrStack.empty()) {
int bondIdx, startAtom;
boost::tie(startAtom, bondIdx) = nbrStack.front();
nbrStack.pop_front();
if (!bondsIn.test(bondIdx)) {
bondsIn.set(bondIdx);
res.push_back(bondIdx);
// add the next set of neighbors:
int oAtom = mol.getBondWithIdx(bondIdx)->getOtherAtomIdx(startAtom);
boost::tie(beg, end) = mol.getAtomBonds(mol.getAtomWithIdx(oAtom));
while (beg != end) {
const Bond* bond = mol[*beg];
if (!bondsIn.test(bond->getIdx())) {
if (useHs ||
mol.getAtomWithIdx(bond->getOtherAtomIdx(oAtom))
->getAtomicNum() != 1) {
nextLayer.push_back(std::make_pair(oAtom, bond->getIdx()));
}
}
++beg;
}
}
}
nbrStack = nextLayer;
}
if (i != radius) {
// this happens when there are no paths with the requested radius.
// return nothing in this case:
res.clear();
res.resize(0);
}
return res;
}
} // end of RDKit namespace
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