/* * 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.cmdline.namefind; import java.io.File; import java.io.IOException; import java.util.ArrayList; import java.util.Collections; import java.util.List; import opennlp.tools.cmdline.BasicCmdLineTool; import opennlp.tools.cmdline.CLI; import opennlp.tools.cmdline.CmdLineUtil; import opennlp.tools.cmdline.PerformanceMonitor; import opennlp.tools.cmdline.SystemInputStreamFactory; import opennlp.tools.namefind.NameFinderME; import opennlp.tools.namefind.NameSample; import opennlp.tools.namefind.TokenNameFinder; import opennlp.tools.namefind.TokenNameFinderModel; import opennlp.tools.tokenize.WhitespaceTokenizer; import opennlp.tools.util.ObjectStream; import opennlp.tools.util.PlainTextByLineStream; import opennlp.tools.util.Span; public final class TokenNameFinderTool extends BasicCmdLineTool { public String getShortDescription() { return "learnable name finder"; } public String getHelp() { return "Usage: " + CLI.CMD + " " + getName() + " model1 model2 ... modelN < sentences"; } @Override public void run(String[] args) { if (args.length == 0) { System.out.println(getHelp()); } else { NameFinderME[] nameFinders = new NameFinderME[args.length]; for (int i = 0; i < nameFinders.length; i++) { TokenNameFinderModel model = new TokenNameFinderModelLoader().load(new File(args[i])); nameFinders[i] = new NameFinderME(model); } // ObjectStream<String> untokenizedLineStream = // new PlainTextByLineStream(new InputStreamReader(System.in)); ObjectStream<String> untokenizedLineStream; PerformanceMonitor perfMon = new PerformanceMonitor(System.err, "sent"); perfMon.start(); try { untokenizedLineStream = new PlainTextByLineStream( new SystemInputStreamFactory(), SystemInputStreamFactory.encoding()); String line; while ((line = untokenizedLineStream.read()) != null) { String[] whitespaceTokenizerLine = WhitespaceTokenizer.INSTANCE.tokenize(line); // A new line indicates a new document, // adaptive data must be cleared for a new document if (whitespaceTokenizerLine.length == 0) { for (NameFinderME nameFinder : nameFinders) { nameFinder.clearAdaptiveData(); } } List<Span> names = new ArrayList<>(); for (TokenNameFinder nameFinder : nameFinders) { Collections.addAll(names, nameFinder.find(whitespaceTokenizerLine)); } // Simple way to drop intersecting spans, otherwise the // NameSample is invalid Span[] reducedNames = NameFinderME.dropOverlappingSpans( names.toArray(new Span[names.size()])); NameSample nameSample = new NameSample(whitespaceTokenizerLine, reducedNames, false); System.out.println(nameSample.toString()); perfMon.incrementCounter(); } } catch (IOException e) { CmdLineUtil.handleStdinIoError(e); } perfMon.stopAndPrintFinalResult(); } } }