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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.chunker;
import java.io.File;
import java.io.IOException;
import java.io.InputStream;
import java.io.Serial;
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 ChunkerModel} is the model used by a learnable {@link Chunker}.
*
* @see ChunkerME
*/
public class ChunkerModel extends BaseModel {
@Serial
private static final long serialVersionUID = -5450757164882452147L;
private static final String COMPONENT_NAME = "ChunkerME";
static final String CHUNKER_MODEL_ENTRY_NAME = "chunker.model";
/**
* Initializes a {@link ChunkerModel} instance via given parameters.
*
* @param languageCode An ISO conform language code.
* @param chunkerModel A valid {@link SequenceClassificationModel}.
* @param manifestInfoEntries Additional information kept in the manifest.
* @param factory The {@link ChunkerFactory} for creating related objects.
*/
public ChunkerModel(String languageCode, SequenceClassificationModel chunkerModel,
Map manifestInfoEntries, ChunkerFactory factory) {
super(COMPONENT_NAME, languageCode, manifestInfoEntries, factory);
artifactMap.put(CHUNKER_MODEL_ENTRY_NAME, chunkerModel);
checkArtifactMap();
}
/**
* Initializes a {@link ChunkerModel} instance via given parameters.
*
* @param languageCode An ISO conform language code.
* @param chunkerModel A valid {@link MaxentModel}.
* @param manifestInfoEntries Additional information kept in the manifest.
* @param factory The {@link ChunkerFactory} for creating related objects.
*/
public ChunkerModel(String languageCode, MaxentModel chunkerModel,
Map manifestInfoEntries, ChunkerFactory factory) {
this(languageCode, chunkerModel, ChunkerME.DEFAULT_BEAM_SIZE, manifestInfoEntries, factory);
}
/**
* Initializes a {@link ChunkerModel} instance via given parameters.
*
* @param languageCode An ISO conform language code.
* @param chunkerModel A valid {@link MaxentModel}.
* @param beamSize The size of the beam that should be used when decoding sequences.
* @param manifestInfoEntries Additional information kept in the manifest.
* @param factory The {@link ChunkerFactory} for creating related objects.
*/
public ChunkerModel(String languageCode, MaxentModel chunkerModel, int beamSize,
Map manifestInfoEntries, ChunkerFactory factory) {
super(COMPONENT_NAME, languageCode, manifestInfoEntries, factory);
artifactMap.put(CHUNKER_MODEL_ENTRY_NAME, chunkerModel);
Properties manifest = (Properties) artifactMap.get(MANIFEST_ENTRY);
manifest.put(BeamSearch.BEAM_SIZE_PARAMETER, Integer.toString(beamSize));
checkArtifactMap();
}
/**
* Initializes a {@link ChunkerModel} instance via given parameters.
*
* @param languageCode An ISO conform language code.
* @param chunkerModel A valid {@link MaxentModel}.
* @param factory The {@link ChunkerFactory} for creating related objects.
*/
public ChunkerModel(String languageCode, MaxentModel chunkerModel, ChunkerFactory factory) {
this(languageCode, chunkerModel, null, factory);
}
/**
* Initializes a {@link ChunkerModel} instance via a valid {@link InputStream}.
*
* @param in The {@link InputStream} used for loading the model.
*
* @throws IOException Thrown if IO errors occurred during initialization.
*/
public ChunkerModel(InputStream in) throws IOException {
super(COMPONENT_NAME, in);
}
/**
* Initializes a {@link ChunkerModel} instance via a valid {@link File}.
*
* @param modelFile The {@link File} used for loading the model.
*
* @throws IOException Thrown if IO errors occurred during initialization.
*/
public ChunkerModel(File modelFile) throws IOException {
super(COMPONENT_NAME, modelFile);
}
/**
* Initializes a {@link ChunkerModel} instance via a valid {@link Path}.
*
* @param modelPath The {@link Path} used for loading the model.
*
* @throws IOException Thrown if IO errors occurred during initialization.
*/
public ChunkerModel(Path modelPath) throws IOException {
this(modelPath.toFile());
}
/**
* Initializes a {@link ChunkerModel} instance via a valid {@link URL}.
*
* @param modelURL The {@link URL} used for loading the model.
*
* @throws IOException Thrown if IO errors occurred during initialization.
*/
public ChunkerModel(URL modelURL) throws IOException {
super(COMPONENT_NAME, modelURL);
}
@Override
protected void validateArtifactMap() throws InvalidFormatException {
super.validateArtifactMap();
if (!(artifactMap.get(CHUNKER_MODEL_ENTRY_NAME) instanceof AbstractModel)) {
throw new InvalidFormatException("Chunker model is incomplete!");
}
// Since 1.8.0 we changed the ChunkerFactory signature. This will check the if the model
// declares a not default factory, and if yes, check if it was created before 1.8
final String factoryName = getManifestProperty(FACTORY_NAME);
if ( (factoryName != null && !factoryName.equals("opennlp.tools.chunker.ChunkerFactory") )
&& this.getVersion().getMajor() <= 1 && this.getVersion().getMinor() < 8) {
throw new InvalidFormatException("The Chunker factory '" + factoryName +
"' is no longer compatible. Please update it to match the latest ChunkerFactory.");
}
}
/**
* @return Retrieves a {@link SequenceClassificationModel}.
*/
public SequenceClassificationModel getChunkerSequenceModel() {
Properties manifest = (Properties) artifactMap.get(MANIFEST_ENTRY);
if (artifactMap.get(CHUNKER_MODEL_ENTRY_NAME) instanceof MaxentModel) {
String beamSizeString = manifest.getProperty(BeamSearch.BEAM_SIZE_PARAMETER);
int beamSize = ChunkerME.DEFAULT_BEAM_SIZE;
if (beamSizeString != null) {
beamSize = Integer.parseInt(beamSizeString);
}
return new BeamSearch(beamSize, (MaxentModel) artifactMap.get(CHUNKER_MODEL_ENTRY_NAME));
}
else if (artifactMap.get(CHUNKER_MODEL_ENTRY_NAME) instanceof SequenceClassificationModel) {
return (SequenceClassificationModel) artifactMap.get(CHUNKER_MODEL_ENTRY_NAME);
}
else {
return null;
}
}
@Override
protected Class extends BaseToolFactory> getDefaultFactory() {
return ChunkerFactory.class;
}
/**
* @return Retrieves the active {@link ChunkerFactory}.
*/
public ChunkerFactory getFactory() {
return (ChunkerFactory) this.toolFactory;
}
}
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