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/*
* 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.tools.lemmatizer;
import java.io.File;
import java.io.IOException;
import java.io.InputStream;
import java.net.URL;
import java.nio.file.Path;
import java.util.Map;
import java.util.Properties;
import opennlp.tools.ml.BeamSearch;
import opennlp.tools.ml.model.AbstractModel;
import opennlp.tools.ml.model.MaxentModel;
import opennlp.tools.ml.model.SequenceClassificationModel;
import opennlp.tools.util.BaseToolFactory;
import opennlp.tools.util.InvalidFormatException;
import opennlp.tools.util.model.BaseModel;
/**
* The {@link LemmatizerModel} is the model used
* by a learnable {@link Lemmatizer}.
*
* @see LemmatizerME
*/
public class LemmatizerModel extends BaseModel {
private static final String COMPONENT_NAME = "StatisticalLemmatizer";
private static final String LEMMATIZER_MODEL_ENTRY_NAME = "lemmatizer.model";
public LemmatizerModel(String languageCode, SequenceClassificationModel lemmatizerModel,
Map manifestInfoEntries, LemmatizerFactory factory) {
super(COMPONENT_NAME, languageCode, manifestInfoEntries, factory);
artifactMap.put(LEMMATIZER_MODEL_ENTRY_NAME, lemmatizerModel);
checkArtifactMap();
}
public LemmatizerModel(String languageCode, MaxentModel lemmatizerModel,
Map manifestInfoEntries, LemmatizerFactory factory) {
this(languageCode, lemmatizerModel, LemmatizerME.DEFAULT_BEAM_SIZE, manifestInfoEntries, factory);
}
public LemmatizerModel(String languageCode, MaxentModel lemmatizerModel, int beamSize,
Map manifestInfoEntries, LemmatizerFactory factory) {
super(COMPONENT_NAME, languageCode, manifestInfoEntries, factory);
artifactMap.put(LEMMATIZER_MODEL_ENTRY_NAME, lemmatizerModel);
Properties manifest = (Properties) artifactMap.get(MANIFEST_ENTRY);
manifest.put(BeamSearch.BEAM_SIZE_PARAMETER, Integer.toString(beamSize));
checkArtifactMap();
}
public LemmatizerModel(String languageCode, MaxentModel lemmatizerModel, LemmatizerFactory factory) {
this(languageCode, lemmatizerModel, null, factory);
}
public LemmatizerModel(InputStream in) throws IOException, InvalidFormatException {
super(COMPONENT_NAME, in);
}
public LemmatizerModel(File modelFile) throws IOException, InvalidFormatException {
super(COMPONENT_NAME, modelFile);
}
public LemmatizerModel(Path modelPath) throws IOException, InvalidFormatException {
this(modelPath.toFile());
}
public LemmatizerModel(URL modelURL) throws IOException, InvalidFormatException {
super(COMPONENT_NAME, modelURL);
}
@Override
protected void validateArtifactMap() throws InvalidFormatException {
super.validateArtifactMap();
if (!(artifactMap.get(LEMMATIZER_MODEL_ENTRY_NAME) instanceof AbstractModel)) {
throw new InvalidFormatException("Lemmatizer model is incomplete!");
}
}
public SequenceClassificationModel getLemmatizerSequenceModel() {
Properties manifest = (Properties) artifactMap.get(MANIFEST_ENTRY);
if (artifactMap.get(LEMMATIZER_MODEL_ENTRY_NAME) instanceof MaxentModel) {
String beamSizeString = manifest.getProperty(BeamSearch.BEAM_SIZE_PARAMETER);
int beamSize = LemmatizerME.DEFAULT_BEAM_SIZE;
if (beamSizeString != null) {
beamSize = Integer.parseInt(beamSizeString);
}
return new BeamSearch<>(beamSize, (MaxentModel) artifactMap.get(LEMMATIZER_MODEL_ENTRY_NAME));
}
else if (artifactMap.get(LEMMATIZER_MODEL_ENTRY_NAME) instanceof SequenceClassificationModel) {
return (SequenceClassificationModel) artifactMap.get(LEMMATIZER_MODEL_ENTRY_NAME);
}
else {
return null;
}
}
@Override
protected Class extends BaseToolFactory> getDefaultFactory() {
return LemmatizerFactory.class;
}
public LemmatizerFactory getFactory() {
return (LemmatizerFactory) this.toolFactory;
}
}