hex.genmodel.MojoModel Maven / Gradle / Ivy
package hex.genmodel;
import hex.genmodel.attributes.ModelAttributes;
import hex.genmodel.attributes.Table;
import hex.genmodel.descriptor.ModelDescriptor;
import java.io.*;
/**
* Prediction model based on the persisted binary data.
*/
public abstract class MojoModel extends GenModel {
public String _algoName;
public String _h2oVersion;
public hex.ModelCategory _category;
public String _uuid;
public boolean _supervised;
public int _nfeatures;
public int _nclasses;
public boolean _balanceClasses;
public double _defaultThreshold;
public double[] _priorClassDistrib;
public double[] _modelClassDistrib;
public double _mojo_version;
public ModelDescriptor _modelDescriptor = null;
public ModelAttributes _modelAttributes = null;
public Table[] _reproducibilityInformation;
/**
* Primary factory method for constructing MojoModel instances.
*
* @param file Name of the zip file (or folder) with the model's data. This should be the data retrieved via
* the `GET /3/Models/{model_id}/mojo` endpoint.
* @return New `MojoModel` object.
* @throws IOException if `file` does not exist, or cannot be read, or does not represent a valid model.
*/
public static MojoModel load(String file) throws IOException {
return load(file, false);
}
/**
* Primary factory method for constructing MojoModel instances.
*
* @param file Name of the zip file (or folder) with the model's data. This should be the data retrieved via
* the `GET /3/Models/{model_id}/mojo` endpoint.
* @param readMetadata read additional model metadata (metrics...) if enabled, otherwise skip metadata parsing
* @return New `MojoModel` object.
* @throws IOException if `file` does not exist, or cannot be read, or does not represent a valid model.
*/
public static MojoModel load(String file, boolean readMetadata) throws IOException {
File f = new File(file);
if (!f.exists())
throw new FileNotFoundException("File " + file + " cannot be found.");
MojoReaderBackend cr = f.isDirectory()? new FolderMojoReaderBackend(file)
: new ZipfileMojoReaderBackend(file);
return ModelMojoReader.readFrom(cr, readMetadata);
}
/**
* Advanced way of constructing Mojo models by supplying a custom mojoReader.
*
* @param mojoReader a class that implements the {@link MojoReaderBackend} interface.
* @return New `MojoModel` object
* @throws IOException if the mojoReader does
*/
public static MojoModel load(MojoReaderBackend mojoReader) throws IOException {
return ModelMojoReader.readFrom(mojoReader);
}
//------------------------------------------------------------------------------------------------------------------
// IGenModel interface
//------------------------------------------------------------------------------------------------------------------
@Override public boolean isSupervised() { return _supervised; }
@Override public int nfeatures() { return _nfeatures; }
@Override public int nclasses() { return _nclasses; }
@Override public hex.ModelCategory getModelCategory() { return _category; }
@Override public String getUUID() { return _uuid; }
protected MojoModel(String[] columns, String[][] domains, String responseColumn) {
super(columns, domains, responseColumn);
}
protected MojoModel(String[] columns, String[][] domains, String responseColumn, String treatmentColumn) {
super(columns, domains, responseColumn, treatmentColumn);
}
}