opennlp.tools.formats.TwentyNewsgroupSampleStreamFactory Maven / Gradle / Ivy
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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.formats;
import java.io.File;
import java.io.IOException;
import opennlp.tools.cmdline.ArgumentParser;
import opennlp.tools.cmdline.StreamFactoryRegistry;
import opennlp.tools.cmdline.TerminateToolException;
import opennlp.tools.cmdline.params.EncodingParameter;
import opennlp.tools.doccat.DocumentSample;
import opennlp.tools.tokenize.SimpleTokenizer;
import opennlp.tools.tokenize.Tokenizer;
import opennlp.tools.tokenize.TokenizerME;
import opennlp.tools.tokenize.TokenizerModel;
import opennlp.tools.tokenize.WhitespaceTokenizer;
import opennlp.tools.util.ObjectStream;
public class TwentyNewsgroupSampleStreamFactory extends AbstractSampleStreamFactory {
public static void registerFactory() {
StreamFactoryRegistry.registerFactory(DocumentSample.class,
"20newsgroup",
new TwentyNewsgroupSampleStreamFactory<>(TwentyNewsgroupSampleStreamFactory.Parameters.class));
}
protected TwentyNewsgroupSampleStreamFactory(Class params) {
super(params);
}
@Override
public ObjectStream create(String[] args) {
TwentyNewsgroupSampleStreamFactory.Parameters params =
ArgumentParser.parse(args, TwentyNewsgroupSampleStreamFactory.Parameters.class);
Tokenizer tokenizer = WhitespaceTokenizer.INSTANCE;
if (params.getTokenizerModel() != null) {
try {
tokenizer = new TokenizerME(new TokenizerModel(params.getTokenizerModel()));
} catch (IOException e) {
throw new TerminateToolException(-1, "Failed to load tokenizer model!", e);
}
}
else if (params.getRuleBasedTokenizer() != null) {
String tokenizerName = params.getRuleBasedTokenizer();
if ("simple".equals(tokenizerName)) {
tokenizer = SimpleTokenizer.INSTANCE;
}
else if ("whitespace".equals(tokenizerName)) {
tokenizer = WhitespaceTokenizer.INSTANCE;
}
else {
throw new TerminateToolException(-1, "Unknown tokenizer: " + tokenizerName);
}
}
try {
return new TwentyNewsgroupSampleStream(
tokenizer, params.getDataDir().toPath());
} catch (IOException e) {
throw new TerminateToolException(-1, "IO error while opening sample data: " + e.getMessage(), e);
}
}
interface Parameters extends EncodingParameter {
@ArgumentParser.ParameterDescription(valueName = "dataDir",
description = "dir containing the 20newsgroup folders")
File getDataDir();
@ArgumentParser.ParameterDescription(valueName = "modelFile")
@ArgumentParser.OptionalParameter
File getTokenizerModel();
@ArgumentParser.ParameterDescription(valueName = "name")
@ArgumentParser.OptionalParameter
String getRuleBasedTokenizer();
}
}