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Example 1 with POS_EMO

use of de.tudarmstadt.ukp.dkpro.core.api.lexmorph.type.pos.tweet.POS_EMO in project dkpro-tc by dkpro.

the class EmoticonRatioTest method emoticonRatioFeatureExtractorTest.

@Test
public void emoticonRatioFeatureExtractorTest() throws Exception {
    AnalysisEngineDescription desc = createEngineDescription(NoOpAnnotator.class);
    AnalysisEngine engine = createEngine(desc);
    TokenBuilder<Token, Sentence> builder = TokenBuilder.create(Token.class, Sentence.class);
    JCas jcas = engine.newJCas();
    jcas.setDocumentLanguage("en");
    builder.buildTokens(jcas, "This is a very emotional tweet ;-)");
    POS_EMO emo = new POS_EMO(jcas);
    emo.setBegin(31);
    emo.setEnd(34);
    emo.addToIndexes();
    engine.process(jcas);
    TextClassificationTarget aTarget = new TextClassificationTarget(jcas, 0, jcas.getDocumentText().length());
    aTarget.addToIndexes();
    EmoticonRatio extractor = new EmoticonRatio();
    List<Feature> features = new ArrayList<Feature>(extractor.extract(jcas, aTarget));
    Assert.assertEquals(1, features.size());
    for (Feature feature : features) {
        assertFeature(EmoticonRatio.class.getSimpleName(), 0.14, feature, 0.01);
    }
}
Also used : EmoticonRatio(org.dkpro.tc.features.twitter.EmoticonRatio) POS_EMO(de.tudarmstadt.ukp.dkpro.core.api.lexmorph.type.pos.tweet.POS_EMO) AnalysisEngineDescription(org.apache.uima.analysis_engine.AnalysisEngineDescription) TextClassificationTarget(org.dkpro.tc.api.type.TextClassificationTarget) ArrayList(java.util.ArrayList) JCas(org.apache.uima.jcas.JCas) Token(de.tudarmstadt.ukp.dkpro.core.api.segmentation.type.Token) Sentence(de.tudarmstadt.ukp.dkpro.core.api.segmentation.type.Sentence) FeatureTestUtil.assertFeature(org.dkpro.tc.testing.FeatureTestUtil.assertFeature) Feature(org.dkpro.tc.api.features.Feature) AnalysisEngine(org.apache.uima.analysis_engine.AnalysisEngine) Test(org.junit.Test)

Aggregations

POS_EMO (de.tudarmstadt.ukp.dkpro.core.api.lexmorph.type.pos.tweet.POS_EMO)1 Sentence (de.tudarmstadt.ukp.dkpro.core.api.segmentation.type.Sentence)1 Token (de.tudarmstadt.ukp.dkpro.core.api.segmentation.type.Token)1 ArrayList (java.util.ArrayList)1 AnalysisEngine (org.apache.uima.analysis_engine.AnalysisEngine)1 AnalysisEngineDescription (org.apache.uima.analysis_engine.AnalysisEngineDescription)1 JCas (org.apache.uima.jcas.JCas)1 Feature (org.dkpro.tc.api.features.Feature)1 TextClassificationTarget (org.dkpro.tc.api.type.TextClassificationTarget)1 EmoticonRatio (org.dkpro.tc.features.twitter.EmoticonRatio)1 FeatureTestUtil.assertFeature (org.dkpro.tc.testing.FeatureTestUtil.assertFeature)1 Test (org.junit.Test)1