All Downloads are FREE. Search and download functionalities are using the official Maven repository.

opennlp.tools.formats.TwentyNewsgroupSampleStreamFactory Maven / Gradle / Ivy

There is a newer version: 2.5.0
Show newest version
/*
 * 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(); } }





© 2015 - 2024 Weber Informatics LLC | Privacy Policy