Package chemaxon.descriptors

Class CFGenerator

java.lang.Object

chemaxon.descriptors.MDGenerator

chemaxon.descriptors.CFGenerator

@PublicApi
public class CFGenerator
extends MDGenerator

The CFGenerator class generates topological fingerprints of molecular graphs.

Basic concepts
A binary string (series of 0 and 1) is constructed based on local connectivity atoms and atom types. The length of the series is a predefined constant parameter. Two further parameters influence the fingerprints gerenerated: number of bonds, which determines the number size of local neighborhood of atoms takes into account by providing an upper limit for the length of path starting from each atom; and the number of bits to be set in the fingerprint for each property identified.

Typical usage
For the sake of optimal memory usage one instance of this class can generate fingerprints for a series of molecular graphs by the consecutive call to the generate() method.
In most cases the generator is not intended to be used directly. When molecules are taken from files or databases the corresponding MolecularDescriptors can be generated by the appropriate MDReader object. Alternatively, MolecularDescriptor.generate( final Molecule ) is the simplest way to obtain a descriptor corresponding to a molecular structure.

Example of the direct use of the class within an application:

      CFGenerator gen = new CFGenerator();
      ChemicalFingerprint fp = new ChemicalFingerprint( new CFParameters() );
      Molecule mol = getFirstMoleculeFromSomewhere();
      while ( mol != null ) {
          gen.generate( mol, fp );
          doSomethingWith( fp );
          mol = getNextMoleculeFromSomewhere();
      }
 

Since:

JChem 2.0

Field Summary

Fields inherited from class chemaxon.descriptors.MDGenerator

createStatistics, density, freqCount, maxNonEmptyId, maxNonEmptyPercent, minNonEmptyId, minNonEmptyPercent, molCount, sumNonEmptyPercent

Constructor Summary

Constructors

Constructor	Description
CFGenerator()	Creates a new instance of CFGenerator which can be used to generate chemical fingerprints for an arbitrary number of molecules.

Method Summary

Modifier and Type	Method	Description
protected int	calcFreqCount(MolecularDescriptor d)	Updates statistics gathered on fingerprints generated and get the number of non-zero cells.
String[]	generate(Molecule m, int[] aidxs, MolecularDescriptor d)	Generates the partial chemical fingerprint for the given molecule.
String[]	generate(Molecule m, MolecularDescriptor d)	Generates the chemical fingerprint for the given molecule.

Methods inherited from class chemaxon.descriptors.MDGenerator

getAverageNonZeroRatio, getBrightestMolId, getDarkestMolId, getDensityCounts, getFrequencyCounts, getMaximumBitRatio, getMinimumBitRatio, getMoleculeCount, setCreateStatistics, updateStatistics

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Constructor Details

CFGenerator

public CFGenerator()

Creates a new instance of CFGenerator which can be used to generate chemical fingerprints for an arbitrary number of molecules.

Since:

JChem 5.8

Method Details

generate

public String[] generate(Molecule m,
 MolecularDescriptor d)
                  throws MDGeneratorException

Generates the chemical fingerprint for the given molecule. New instance of the ChemicalFingerprint object is not allocated, the MolecularDescriptor provided as a method parameter is updated (and it has to be allocated and initialized by the client of this class).

Specified by:

generate in class MDGenerator

Parameters:

m - molecule for which the fingerprint is created

d - the chemical fingerprint generated

Returns:

names of tags (properties) set (added) during fingerprint generation, it is always null in the case of ChemicalFingerprint

Throws:

MDGeneratorException - in the case of any failures to generate the descriptor

generate

public String[] generate(Molecule m,
 int[] aidxs,
 MolecularDescriptor d)
                  throws MDGeneratorException

Generates the partial chemical fingerprint for the given molecule. New instance of the ChemicalFingerprint object is not allocated, the MolecularDescriptor provided as a method parameter is updated (and it has to be allocated and initialized by the client of this class).

Partial fingerprint is fingerprint for paths containing the given atoms. The algorithm performs the full path enumeration over the molecule, but only sets bits in the resulting fingerprint for paths containing the given atoms.

Parameters:

m - molecule for which the fingerprint is created

aidxs - atom indexes that define the partial fingerprint generation

d - the chemical fingerprint generated

Returns:

names of tags (properties) set (added) during fingerprint generation, it is always null in the case of ChemicalFingerprint

Throws:

MDGeneratorException

calcFreqCount

protected int calcFreqCount(MolecularDescriptor d)

Updates statistics gathered on fingerprints generated and get the number of non-zero cells.

Overrides:

calcFreqCount in class MDGenerator

Parameters:

d - newly generated MolecularDescriptor

Returns:

brightness of the fingerprint

Since:

JChem 2.1