001/*
002 * Copyright (c) 2012, Regents of the University of Colorado 
003 * All rights reserved.
004 * 
005 * Redistribution and use in source and binary forms, with or without
006 * modification, are permitted provided that the following conditions are met:
007 * 
008 * Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. 
009 * Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. 
010 * Neither the name of the University of Colorado at Boulder nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission. 
011 * 
012 * THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS"
013 * AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE
014 * IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE
015 * ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT OWNER OR CONTRIBUTORS BE
016 * LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR
017 * CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF
018 * SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS
019 * INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN
020 * CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE)
021 * ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE
022 * POSSIBILITY OF SUCH DAMAGE. 
023 */
024package org.cleartk.clearnlp;
025
026import java.util.List;
027
028import org.apache.uima.UimaContext;
029import org.apache.uima.analysis_engine.AnalysisEngineDescription;
030import org.apache.uima.analysis_engine.AnalysisEngineProcessException;
031import org.apache.uima.jcas.JCas;
032import org.apache.uima.jcas.tcas.Annotation;
033import org.apache.uima.resource.ResourceInitializationException;
034import org.apache.uima.fit.component.JCasAnnotator_ImplBase;
035import org.apache.uima.fit.descriptor.ConfigurationParameter;
036import org.apache.uima.fit.factory.AnalysisEngineFactory;
037import org.apache.uima.fit.util.JCasUtil;
038
039import com.google.common.annotations.Beta;
040import com.clearnlp.component.AbstractComponent;
041import com.clearnlp.dependency.DEPNode;
042import com.clearnlp.dependency.DEPTree;
043import com.clearnlp.nlp.NLPGetter;
044import com.clearnlp.nlp.NLPLib;
045import com.clearnlp.reader.AbstractReader;
046
047/**
048 * <br>
049 * Copyright (c) 2012, Regents of the University of Colorado <br>
050 * All rights reserved.
051 * <p>
052 * This class provides a base class for wrapping the ClearNLP morphological analyzer into a UIMA
053 * based type system. This engine requires POS-tagged tokens and produces lemmatized forms of said
054 * tokens.
055 * 
056 * Subclasses should override the abstract methods to produce the annotations relevant for the
057 * target type system.
058 * 
059 * This analyzer is available here:
060 * <p>
061 * http://clearnlp.googlecode.com
062 * <p>
063 * 
064 * @author Lee Becker
065 * 
066 */
067@Beta
068public abstract class MpAnalyzer_ImplBase<TOKEN_TYPE extends Annotation> extends
069    JCasAnnotator_ImplBase {
070
071  public static final String DEFAULT_DICTIONARY_FILE_NAME = "dictionary-1.2.0.zip";
072
073  public static final String PARAM_LANGUAGE_CODE = "languageCode";
074
075  @ConfigurationParameter(
076      name = PARAM_LANGUAGE_CODE,
077      mandatory = false,
078      description = "Language code (default value=en).",
079      defaultValue = AbstractReader.LANG_EN)
080  private String languageCode;
081
082  /*
083  public static final String PARAM_DICTIONARY_URI = "dictionaryUri";
084
085  @ConfigurationParameter(
086      name = PARAM_DICTIONARY_URI,
087      mandatory = false,
088      description = "This parameter provides the URI to the morphological analyzer dictionary used for lemmatizing.")
089  private URI dictionaryUri;
090  */
091
092  public static final String PARAM_WINDOW_CLASS = "windowClass";
093
094  private static final String WINDOW_TYPE_DESCRIPTION = "specifies the class type of annotations that will be tokenized. "
095      + "By default, the tokenizer will tokenize a document sentence by sentence.  If you do not want to precede tokenization with"
096      + "sentence segmentation, then a reasonable value for this parameter is 'org.apache.uima.jcas.tcas.DocumentAnnotation'";
097
098  @ConfigurationParameter(
099      name = PARAM_WINDOW_CLASS,
100      mandatory = false,
101      description = WINDOW_TYPE_DESCRIPTION,
102      defaultValue = "org.cleartk.token.type.Sentence")
103  private Class<? extends Annotation> windowClass;
104
105  /**
106   * Convenience method to create Analysis Engine for ClearNLP's POSTagger + Lemmatizer using
107   * default English models and dictionaries.
108   */
109  public static AnalysisEngineDescription getDescription() throws ResourceInitializationException {
110    return AnalysisEngineFactory.createEngineDescription(MpAnalyzer_ImplBase.class);
111  }
112
113  public static AnalysisEngineDescription getDescription(String langCode) 
114      throws ResourceInitializationException {
115    return AnalysisEngineFactory.createEngineDescription(
116        MpAnalyzer_ImplBase.class,
117        MpAnalyzer_ImplBase.PARAM_LANGUAGE_CODE,
118        langCode);
119
120  }
121
122  private TokenOps<TOKEN_TYPE> tokenOps;
123
124  public MpAnalyzer_ImplBase(TokenOps<TOKEN_TYPE> tokenOps) {
125    this.tokenOps = tokenOps;
126  }
127
128  @Override
129  public void initialize(UimaContext context) throws ResourceInitializationException {
130    super.initialize(context);
131
132    try {
133
134      // initialize ClearNLP components
135      this.mpAnalyzer = NLPGetter.getComponent(
136          "",
137          languageCode,
138          NLPLib.MODE_MORPH);
139      
140    } catch (Exception e) {
141      throw new ResourceInitializationException(e);
142    }
143
144  }
145
146  @Override
147  public void process(JCas jCas) throws AnalysisEngineProcessException {
148    for (Annotation window : JCasUtil.select(jCas, this.windowClass)) {
149      List<TOKEN_TYPE> tokens = this.tokenOps.selectTokens(jCas, window);
150      List<String> tokenStrings = JCasUtil.toText(tokens);
151
152      // All processing in ClearNLP goes through the DEPTree structures,
153      // so populate it with token and POS tag info
154      DEPTree depTree = NLPGetter.toDEPTree(tokenStrings);
155      for (int i = 1; i < depTree.size(); i++) {
156        TOKEN_TYPE token = tokens.get(i - 1);
157        DEPNode node = depTree.get(i);
158        node.pos = this.tokenOps.getPos(jCas, token);
159      }
160      // Run the morphological analyzer
161      this.mpAnalyzer.process(depTree);
162
163      // Pull out lemmas and stuff them back into the CAS tokens
164      for (int i = 1; i < depTree.size(); i++) {
165        TOKEN_TYPE token = tokens.get(i - 1);
166        DEPNode node = depTree.get(i);
167        this.tokenOps.setLemma(jCas, token, node.lemma);
168      }
169    }
170  }
171
172  private AbstractComponent mpAnalyzer;
173
174}