// Copyright (c) 2017-2019, Novartis Institutes for BioMedical Research Inc. // All rights reserved. // // Redistribution and use in source and binary forms, with or without // modification, are permitted provided that the following conditions are // met: // // * Redistributions of source code must retain the above copyright // notice, this list of conditions and the following disclaimer. // * Redistributions in binary form must reproduce the above // copyright notice, this list of conditions and the following // disclaimer in the documentation and/or other materials provided // with the distribution. // * Neither the name of Novartis Institutes for BioMedical Research Inc. // nor the names of its contributors may be used to endorse or promote // products derived from this software without specific prior written // permission. // // THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS // "AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT // LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR // A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT // OWNER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, // SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT // LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, // DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY // THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT // (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE // OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. // #ifndef RDK_SUBSTRUCT_LIBRARY #define RDK_SUBSTRUCT_LIBRARY #include #include #include #include #include #include #include #include namespace RDKit { RDKIT_SUBSTRUCTLIBRARY_EXPORT bool SubstructLibraryCanSerialize(); //! Base class API for holding molecules to substructure search. /*! This is an API that hides the implementation details used for indexing molecules for substructure searching. It simply provides an API for adding and getting molecules from a set. */ class RDKIT_SUBSTRUCTLIBRARY_EXPORT MolHolderBase { public: virtual ~MolHolderBase() {} //! Add a new molecule to the substructure search library //! Returns the molecules index in the library virtual unsigned int addMol(const ROMol &m) = 0; // implementations should throw IndexError on out of range virtual boost::shared_ptr getMol(unsigned int) const = 0; //! Get the current library size virtual unsigned int size() const = 0; }; //! Concrete class that holds molecules in memory /*! This is currently one of the faster implementations. However it is very memory intensive. */ class RDKIT_SUBSTRUCTLIBRARY_EXPORT MolHolder : public MolHolderBase { std::vector> mols; public: MolHolder() : MolHolderBase(), mols() {} virtual unsigned int addMol(const ROMol &m) { mols.push_back(boost::make_shared(m)); return size() - 1; } virtual boost::shared_ptr getMol(unsigned int idx) const { if (idx >= mols.size()) throw IndexErrorException(idx); return mols[idx]; } virtual unsigned int size() const { return rdcast(mols.size()); } std::vector> &getMols() { return mols; } const std::vector> &getMols() const { return mols; } }; //! Concrete class that holds binary cached molecules in memory /*! This implementation uses quite a bit less memory than the non cached implementation. However, due to the reduced speed it should be used in conjunction with a pattern fingerprinter. See RDKit::FPHolder */ class RDKIT_SUBSTRUCTLIBRARY_EXPORT CachedMolHolder : public MolHolderBase { std::vector mols; public: CachedMolHolder() : MolHolderBase(), mols() {} virtual unsigned int addMol(const ROMol &m) { mols.push_back(std::string()); MolPickler::pickleMol(m, mols.back()); return size() - 1; } //! Adds a pickled binary molecule, no validity checking of the input //! is done. unsigned int addBinary(const std::string &pickle) { mols.push_back(pickle); return size() - 1; } virtual boost::shared_ptr getMol(unsigned int idx) const { if (idx >= mols.size()) throw IndexErrorException(idx); boost::shared_ptr mol(new ROMol); MolPickler::molFromPickle(mols[idx], mol.get()); return mol; } virtual unsigned int size() const { return rdcast(mols.size()); } std::vector &getMols() { return mols; } const std::vector &getMols() const { return mols; } }; //! Concrete class that holds smiles strings in memory /*! This implementation uses quite a bit less memory than the cached binary or uncached implementation. However, due to the reduced speed it should be used in conjunction with a pattern fingerprinter. See RDKit::FPHolder */ class RDKIT_SUBSTRUCTLIBRARY_EXPORT CachedSmilesMolHolder : public MolHolderBase { std::vector mols; public: CachedSmilesMolHolder() : MolHolderBase(), mols() {} virtual unsigned int addMol(const ROMol &m) { bool doIsomericSmiles = true; mols.push_back(MolToSmiles(m, doIsomericSmiles)); return size() - 1; } //! Add a smiles to the dataset, no validation is done //! to the inputs. unsigned int addSmiles(const std::string &smiles) { mols.push_back(smiles); return size() - 1; } virtual boost::shared_ptr getMol(unsigned int idx) const { if (idx >= mols.size()) throw IndexErrorException(idx); boost::shared_ptr mol(SmilesToMol(mols[idx])); return mol; } virtual unsigned int size() const { return rdcast(mols.size()); } std::vector &getMols() { return mols; } const std::vector &getMols() const { return mols; } }; //! Concrete class that holds trusted smiles strings in memory /*! A trusted smiles is essentially a smiles string that RDKit has generated. This indicates that fewer sanitization steps are required. See http://rdkit.blogspot.com/2016/09/avoiding-unnecessary-work-and.html This implementation uses quite a bit less memory than the cached binary or uncached implementation. However, due to the reduced speed it should be used in conjunction with a pattern fingerprinter. See RDKit::FPHolder */ class RDKIT_SUBSTRUCTLIBRARY_EXPORT CachedTrustedSmilesMolHolder : public MolHolderBase { std::vector mols; public: CachedTrustedSmilesMolHolder() : MolHolderBase(), mols() {} virtual unsigned int addMol(const ROMol &m) { bool doIsomericSmiles = true; mols.push_back(MolToSmiles(m, doIsomericSmiles)); return size() - 1; } //! Add a smiles to the dataset, no validation is done //! to the inputs. unsigned int addSmiles(const std::string &smiles) { mols.push_back(smiles); return size() - 1; } virtual boost::shared_ptr getMol(unsigned int idx) const { if (idx >= mols.size()) throw IndexErrorException(idx); RWMol *m = SmilesToMol(mols[idx], 0, false); m->updatePropertyCache(); return boost::shared_ptr(m); } virtual unsigned int size() const { return rdcast(mols.size()); } std::vector &getMols() { return mols; } const std::vector &getMols() const { return mols; } }; //! Base FPI for the fingerprinter used to rule out impossible matches class RDKIT_SUBSTRUCTLIBRARY_EXPORT FPHolderBase { std::vector fps; public: virtual ~FPHolderBase() { for (size_t i = 0; i < fps.size(); ++i) delete fps[i]; } //! Adds a molecule to the fingerprinter unsigned int addMol(const ROMol &m) { fps.push_back(makeFingerprint(m)); return rdcast(fps.size() - 1); } //! Adds a raw bit vector to the fingerprinter unsigned int addFingerprint(const ExplicitBitVect &v) { fps.push_back(new ExplicitBitVect(v)); return rdcast(fps.size() - 1); } //! Return false if a substructure search can never match the molecule bool passesFilter(unsigned int idx, const ExplicitBitVect &query) const { if (idx >= fps.size()) throw IndexErrorException(idx); return AllProbeBitsMatch(query, *fps[idx]); } //! Get the bit vector at the specified index (throws IndexError if out of //! range) const ExplicitBitVect &getFingerprint(unsigned int idx) const { if (idx >= fps.size()) throw IndexErrorException(idx); return *fps[idx]; } //! make the query vector //! Caller owns the vector! virtual ExplicitBitVect *makeFingerprint(const ROMol &m) const = 0; std::vector &getFingerprints() { return fps; } const std::vector &getFingerprints() const { return fps; } }; //! Uses the pattern fingerprinter to rule out matches class RDKIT_SUBSTRUCTLIBRARY_EXPORT PatternHolder : public FPHolderBase { public: //! Caller owns the vector! virtual ExplicitBitVect *makeFingerprint(const ROMol &m) const { return PatternFingerprintMol(m, 2048); } }; //! Substructure Search a library of molecules /*! This class allows for multithreaded substructure searches os large datasets. The implementations can use fingerprints to speed up searches and have molecules cached as binary forms to reduce memory usage. basic usage: \code SubstructLibrary lib; lib.addMol(mol); std::vector results = lib.getMatches(query); for(std::vector::const_iterator matchIndex=results.begin(); matchIndex != results.end(); ++matchIndex) { boost::shared_ptr match = lib.getMol(*matchIndex); } \endcode Using different mol holders and pattern fingerprints. \code boost::shared_ptr molHolder = \ boost::make_shared(); boost::shared_ptr patternHolder = \ boost::make_shared(); SubstructLibrary lib(molHolder, patternHolder); lib.addMol(mol); \endcode Cached molecule holders create molecules on demand. There are currently three styles of cached molecules. CachedMolHolder: stores molecules in the rdkit binary format. CachedSmilesMolHolder: stores molecules in smiles format. CachedTrustedSmilesMolHolder: stores molecules in smiles format. The CachedTrustedSmilesMolHolder is made to add molecules from a trusted source. This makes the basic assumption that RDKit was used to sanitize and canonicalize the smiles string. In practice this is considerably faster than using arbitrary smiles strings since certain assumptions can be made. When loading from external data, as opposed to using the "addMol" API, care must be taken to ensure that the pattern fingerprints and smiles are synchronized. Each pattern holder has an API point for making its fingerprint. This is useful to ensure that the pattern stored in the database will be compatible with the patterns made when analyzing queries. \code boost::shared_ptr molHolder = \ boost::make_shared(); boost::shared_ptr patternHolder = \ boost::make_shared(); // the PatternHolder instance is able to make fingerprints. // These, of course, can be read from a file. For demonstration // purposes we construct them here. const std::string trustedSmiles = "c1ccccc1"; ROMol *m = SmilesToMol(trustedSmiles); const ExplicitBitVect *bitVector = patternHolder->makeFingerprint(*m); // The trusted smiles and bitVector can be read from any source. // This is the fastest way to load a substruct library. molHolder->addSmiles( trustedSmiles ); patternHolder->addFingerprint( *bitVector ); SubstructLibrary lib(molHolder, patternHolder); delete m; delete bitVector; \endcode */ class RDKIT_SUBSTRUCTLIBRARY_EXPORT SubstructLibrary { boost::shared_ptr molholder; boost::shared_ptr fpholder; MolHolderBase *mols; // used for a small optimization FPHolderBase *fps; public: SubstructLibrary() : molholder(new MolHolder), fpholder(), mols(molholder.get()), fps(nullptr) {} SubstructLibrary(boost::shared_ptr molecules) : molholder(molecules), fpholder(), mols(molholder.get()), fps(0) {} SubstructLibrary(boost::shared_ptr molecules, boost::shared_ptr fingerprints) : molholder(molecules), fpholder(fingerprints), mols(molholder.get()), fps(fpholder.get()) {} SubstructLibrary(const std::string &pickle) : molholder(new MolHolder), fpholder(), mols(molholder.get()), fps(nullptr) { initFromString(pickle); } //! Get the underlying molecule holder implementation boost::shared_ptr &getMolHolder() { return molholder; } const boost::shared_ptr &getMolHolder() const { return molholder; } //! Get the underlying molecule holder implementation boost::shared_ptr &getFpHolder() { return fpholder; } //! Get the underlying molecule holder implementation const boost::shared_ptr &getFpHolder() const { return fpholder; } const MolHolderBase &getMolecules() const { PRECONDITION(mols, "Molecule holder NULL in SubstructLibrary"); return *mols; } //! Get the underlying fingerprint implementation. /*! Throws a value error if no fingerprints have been set */ FPHolderBase &getFingerprints() { if (!fps) throw ValueErrorException("Substruct Library does not have fingerprints"); return *fps; } const FPHolderBase &getFingerprints() const { if (!fps) throw ValueErrorException("Substruct Library does not have fingerprints"); return *fps; } //! Add a molecule to the library /*! \param mol Molecule to add returns index for the molecule in the library */ unsigned int addMol(const ROMol &mol); //! Get the matching indices for the query /*! \param query Query to match against molecules \param recursionPossible flags whether or not recursive matches are allowed [ default true ] \param useChirality use atomic CIP codes as part of the comparison [ default true ] \param useQueryQueryMatches if set, the contents of atom and bond queries [ default false ] will be used as part of the matching \param numThreads If -1 use all available processors [default -1] \param maxResults Maximum results to return, -1 means return all [default -1] */ std::vector getMatches(const ROMol &query, bool recursionPossible = true, bool useChirality = true, bool useQueryQueryMatches = false, int numThreads = -1, int maxResults = -1); //! Get the matching indices for the query between the given indices /*! \param query Query to match against molecules \param startIdx Start index of the search \param endIdx Ending idx (non-inclusive) of the search. \param recursionPossible flags whether or not recursive matches are allowed [ default true ] \param useChirality use atomic CIP codes as part of the comparison [ default true ] \param useQueryQueryMatches if set, the contents of atom and bond queries [ default false ] will be used as part of the matching \param numThreads If -1 use all available processors [default -1] \param maxResults Maximum results to return, -1 means return all [default -1] */ std::vector getMatches( const ROMol &query, unsigned int startIdx, unsigned int endIdx, bool recursionPossible = true, bool useChirality = true, bool useQueryQueryMatches = false, int numThreads = -1, int maxResults = -1); //! Return the number of matches for the query /*! \param query Query to match against molecules \param recursionPossible flags whether or not recursive matches are allowed [ default true ] \param useChirality use atomic CIP codes as part of the comparison [ default true ] \param useQueryQueryMatches if set, the contents of atom and bond queries [ default false ] will be used as part of the matching \param numThreads If -1 use all available processors [default -1] */ unsigned int countMatches(const ROMol &query, bool recursionPossible = true, bool useChirality = true, bool useQueryQueryMatches = false, int numThreads = -1); //! Return the number of matches for the query between the given indices /*! \param query Query to match against molecules \param startIdx Start index of the search \param endIdx Ending idx (non-inclusive) of the search. \param recursionPossible flags whether or not recursive matches are allowed [ default true ] \param useChirality use atomic CIP codes as part of the comparison [ default true ] \param useQueryQueryMatches if set, the contents of atom and bond queries [ default false ] will be used as part of the matching \param numThreads If -1 use all available processors [default -1] */ unsigned int countMatches(const ROMol &query, unsigned int startIdx, unsigned int endIdx, bool recursionPossible = true, bool useChirality = true, bool useQueryQueryMatches = false, int numThreads = -1); //! Returns true if any match exists for the query /*! \param query Query to match against molecules \param recursionPossible flags whether or not recursive matches are allowed [ default true ] \param useChirality use atomic CIP codes as part of the comparison [ default true ] \param useQueryQueryMatches if set, the contents of atom and bond queries [ default false ] will be used as part of the matching \param numThreads If -1 use all available processors [default -1] */ bool hasMatch(const ROMol &query, bool recursionPossible = true, bool useChirality = true, bool useQueryQueryMatches = false, int numThreads = -1); //! Returns true if any match exists for the query between the specified //! indices /*! \param query Query to match against molecules \param startIdx Start index of the search \param endIdx Ending idx (inclusive) of the search. \param recursionPossible flags whether or not recursive matches are allowed [ default true ] \param useChirality use atomic CIP codes as part of the comparison [ default true ] \param useQueryQueryMatches if set, the contents of atom and bond queries [ default false ] will be used as part of the matching \param numThreads If -1 use all available processors [default -1] */ bool hasMatch(const ROMol &query, unsigned int startIdx, unsigned int endIdx, bool recursionPossible = true, bool useChirality = true, bool useQueryQueryMatches = false, int numThreads = -1); //! Returns the molecule at the given index /*! \param idx Index of the molecule in the library */ boost::shared_ptr getMol(unsigned int idx) const { // expects implementation to throw IndexError if out of range PRECONDITION(mols, "molholder is null in SubstructLibrary"); return mols->getMol(idx); } //! Returns the molecule at the given index /*! \param idx Index of the molecule in the library */ boost::shared_ptr operator[](unsigned int idx) { // expects implementation to throw IndexError if out of range PRECONDITION(mols, "molholder is null in SubstructLibrary"); return mols->getMol(idx); } //! return the number of molecules in the library unsigned int size() const { PRECONDITION(mols, "molholder is null in SubstructLibrary"); return rdcast(molholder->size()); } //! access required for serialization void resetHolders() { mols = molholder.get(); fps = fpholder.get(); } //! serializes (pickles) to a stream void toStream(std::ostream &ss) const; //! returns a string with a serialized (pickled) representation std::string Serialize() const; //! initializes from a stream pickle void initFromStream(std::istream &ss); //! initializes from a string pickle void initFromString(const std::string &text); }; } // namespace RDKit #include "SubstructLibrarySerialization.h" #endif