opennlp.maxent.io.GISModelReader Maven / Gradle / Ivy
/*
* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing,
* software distributed under the License is distributed on an
* "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
* KIND, either express or implied. See the License for the
* specific language governing permissions and limitations
* under the License.
*/
package opennlp.maxent.io;
import java.io.File;
import java.io.IOException;
import opennlp.maxent.GISModel;
import opennlp.model.AbstractModel;
import opennlp.model.AbstractModelReader;
import opennlp.model.Context;
import opennlp.model.DataReader;
/**
* Abstract parent class for readers of GISModels.
*/
public class GISModelReader extends AbstractModelReader {
public GISModelReader(File file) throws IOException {
super(file);
}
public GISModelReader(DataReader dataReader) {
super(dataReader);
}
/**
* Retrieve a model from disk. It assumes that models are saved in the
* following sequence:
*
*
* GIS (model type identifier)
* 1. # of parameters (int)
* 2. the correction constant (int)
* 3. the correction constant parameter (double)
* 4. # of outcomes (int)
* * list of outcome names (String)
* 5. # of different types of outcome patterns (int)
* * list of (int int[])
* [# of predicates for which outcome pattern is true] [outcome pattern]
* 6. # of predicates (int)
* * list of predicate names (String)
*
*
* If you are creating a reader for a format which won't work with this
* (perhaps a database or xml file), override this method and ignore the other
* methods provided in this abstract class.
*
* @return The GISModel stored in the format and location specified to this
* GISModelReader (usually via its the constructor).
*/
public AbstractModel constructModel() throws IOException {
int correctionConstant = getCorrectionConstant();
double correctionParam = getCorrectionParameter();
String[] outcomeLabels = getOutcomes();
int[][] outcomePatterns = getOutcomePatterns();
String[] predLabels = getPredicates();
Context[] params = getParameters(outcomePatterns);
return new GISModel(params, predLabels, outcomeLabels, correctionConstant,
correctionParam);
}
public void checkModelType() throws java.io.IOException {
String modelType = readUTF();
if (!modelType.equals("GIS"))
System.out.println("Error: attempting to load a " + modelType
+ " model as a GIS model." + " You should expect problems.");
}
protected int getCorrectionConstant() throws java.io.IOException {
return readInt();
}
protected double getCorrectionParameter() throws java.io.IOException {
return readDouble();
}
}