com.gengoai.hermes.LexiconExample Maven / Gradle / Ivy
/*
* (c) 2005 David B. Bracewell
*
* 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 com.gengoai.hermes;
import com.gengoai.Language;
import com.gengoai.config.Config;
import com.gengoai.hermes.annotator.LexiconAnnotator;
import com.gengoai.hermes.corpus.DocumentCollection;
import com.gengoai.hermes.lexicon.Lexicon;
import com.gengoai.hermes.lexicon.LexiconIO;
import com.gengoai.hermes.tools.HermesCLI;
import com.gengoai.io.Resources;
/**
* @author David B. Bracewell
*/
public class LexiconExample extends HermesCLI {
public static void main(String[] args) throws Exception {
new LexiconExample().run(args);
}
@Override
public void programLogic() throws Exception {
//Load the config that defines the lexicon and annotator
Config.loadConfig(Resources.fromClasspath("com/gengoai/hermes/example.conf"));
DocumentCollection.create("text_opl::classpath:com/gengoai/hermes/example_docs.txt")
.annotate(Types.TOKEN, Types.SENTENCE, Types.ENTITY)
.forEach(document -> document.annotations(Types.ENTITY)
.forEach(entity -> System.out.println(entity + "/" + entity.getTag())));
System.out.println();
//Alternatively we can do everything in code if we are not working in a distributed environment
Lexicon lexicon = LexiconIO.read(Resources.fromClasspath("com/gengoai/hermes/people.dict.json"));
//Register a lexicon annotator using the lexicon we created above to provide ENTITY annotations
AnnotatorCache.getInstance()
.setAnnotator(Types.ENTITY, Language.ENGLISH, new LexiconAnnotator(Types.ENTITY, lexicon));
DocumentCollection.create("text_opl::classpath:com/gengoai/hermes/example_docs.txt")
.annotate(Types.TOKEN, Types.SENTENCE, Types.ENTITY)
.forEach(document -> document.annotations(Types.ENTITY)
.forEach(entity -> System.out.println(
entity + "/" + entity.getTag())));
System.out.println();
}
}//END OF LexiconExample