Examples with FeatureExtractorResource_ImplBase org.dkpro.tc.api.features.FeatureExtractorResource_ImplBase used on opensource projects

Example 6 with FeatureExtractorResource_ImplBase

use of org.dkpro.tc.api.features.FeatureExtractorResource_ImplBase in project dkpro-tc by dkpro.

the class InstanceExtractor method getSingleInstanceDocument.

private Instance getSingleInstanceDocument(Instance instance, JCas jcas, boolean supportSparseFeatures) throws TextClassificationException {
    int jcasId = JCasUtil.selectSingle(jcas, JCasId.class).getId();
    TextClassificationTarget documentTcu = JCasUtil.selectSingle(jcas, TextClassificationTarget.class);
    if (addInstanceId) {
        instance.addFeature(InstanceIdFeature.retrieve(jcas));
    }
    for (FeatureExtractorResource_ImplBase featExt : featureExtractors) {
        if (!(featExt instanceof FeatureExtractor)) {
            throw new TextClassificationException("Using incompatible feature in document mode: " + featExt.getResourceName());
        }
        if (supportSparseFeatures) {
            instance.addFeatures(getSparse(jcas, documentTcu, featExt));
        } else {
            instance.addFeatures(getDense(jcas, documentTcu, featExt));
        }
        instance.setOutcomes(getOutcomes(jcas, null));
        instance.setWeight(getWeight(jcas, null));
        instance.setJcasId(jcasId);
    }
    return instance;
}

Example 7 with FeatureExtractorResource_ImplBase

use of org.dkpro.tc.api.features.FeatureExtractorResource_ImplBase in project dkpro-tc by dkpro.

the class InstanceExtractor method getSequenceInstances.

public List<Instance> getSequenceInstances(JCas jcas, boolean useSparse) throws TextClassificationException {
    List<Instance> instances = new ArrayList<Instance>();
    int jcasId = JCasUtil.selectSingle(jcas, JCasId.class).getId();
    int sequenceId = 0;
    int unitId = 0;
    Collection<TextClassificationSequence> sequences = JCasUtil.select(jcas, TextClassificationSequence.class);
    for (TextClassificationSequence seq : sequences) {
        unitId = 0;
        List<TextClassificationTarget> seqTargets = JCasUtil.selectCovered(jcas, TextClassificationTarget.class, seq);
        for (TextClassificationTarget aTarget : seqTargets) {
            aTarget.setId(unitId++);
            Instance instance = new Instance();
            if (addInstanceId) {
                instance.addFeature(InstanceIdFeature.retrieve(jcas, aTarget, sequenceId));
            }
            for (FeatureExtractorResource_ImplBase featExt : featureExtractors) {
                if (useSparse) {
                    instance.addFeatures(getSparse(jcas, aTarget, featExt));
                } else {
                    instance.addFeatures(getDense(jcas, aTarget, featExt));
                }
            }
            // set and write outcome label(s)
            instance.setOutcomes(getOutcomes(jcas, aTarget));
            instance.setWeight(getWeight(jcas, aTarget));
            instance.setJcasId(jcasId);
            instance.setSequenceId(sequenceId);
            instance.setSequencePosition(aTarget.getId());
            instances.add(instance);
        }
        sequenceId++;
    }
    return instances;
}

Example 8 with FeatureExtractorResource_ImplBase

use of org.dkpro.tc.api.features.FeatureExtractorResource_ImplBase in project dkpro-tc by dkpro.

the class ValidityCheckConnector method verifyPairMode.

private void verifyPairMode(String[] featureExtractors) throws Exception {
    for (String featExt : featureExtractors) {
        FeatureExtractorResource_ImplBase featExtC = (FeatureExtractorResource_ImplBase) Class.forName(featExt).newInstance();
        checkIfIsPairFeatureExtractor(featExt, featExtC);
        checkErrorConditionImplementsConflictingFeatureExtractorInterfaces(featExt, featExtC);
    }
}

Example 9 with FeatureExtractorResource_ImplBase

use of org.dkpro.tc.api.features.FeatureExtractorResource_ImplBase in project dkpro-tc by dkpro.

the class TestTaskUtils method testInstanceMultiplicationWithUnitId.

@Test
public void testInstanceMultiplicationWithUnitId() throws Exception {
    JCas jCas = initJCas(true);
    FeatureExtractorResource_ImplBase[] featureExtractors = {};
    InstanceExtractor ie = new InstanceExtractor(Constants.FM_SEQUENCE, featureExtractors, true);
    List<Instance> multipleInstances = ie.getInstances(jCas, false);
    assertEquals(6, multipleInstances.size());
    int idx = 0;
    assertEquals("4711_0_0_a", multipleInstances.get(idx).getFeatures().iterator().next().getValue());
    assertEquals(0, multipleInstances.get(idx).getSequenceId());
    assertEquals(0, multipleInstances.get(idx).getSequencePosition());
    assertEquals("DT", multipleInstances.get(idx).getOutcome());
    idx = 1;
    assertEquals("4711_0_1_car", multipleInstances.get(idx).getFeatures().iterator().next().getValue());
    assertEquals(0, multipleInstances.get(idx).getSequenceId());
    assertEquals(1, multipleInstances.get(idx).getSequencePosition());
    assertEquals("NN", multipleInstances.get(idx).getOutcome());
    idx = 2;
    assertEquals("4711_0_2_drives", multipleInstances.get(idx).getFeatures().iterator().next().getValue());
    assertEquals(0, multipleInstances.get(idx).getSequenceId());
    assertEquals(2, multipleInstances.get(idx).getSequencePosition());
    assertEquals("VBZ", multipleInstances.get(idx).getOutcome());
    idx = 3;
    assertEquals("4711_1_0_the", multipleInstances.get(idx).getFeatures().iterator().next().getValue());
    assertEquals(1, multipleInstances.get(idx).getSequenceId());
    assertEquals(0, multipleInstances.get(idx).getSequencePosition());
    assertEquals("DT", multipleInstances.get(idx).getOutcome());
    idx = 4;
    assertEquals("4711_1_1_hedgehogs", multipleInstances.get(idx).getFeatures().iterator().next().getValue());
    assertEquals(1, multipleInstances.get(idx).getSequenceId());
    assertEquals(1, multipleInstances.get(idx).getSequencePosition());
    assertEquals("NN", multipleInstances.get(idx).getOutcome());
    idx = 5;
    assertEquals("4711_1_2_dies", multipleInstances.get(idx).getFeatures().iterator().next().getValue());
    assertEquals(1, multipleInstances.get(idx).getSequenceId());
    assertEquals(2, multipleInstances.get(idx).getSequencePosition());
    assertEquals("VBZ", multipleInstances.get(idx).getOutcome());
}

Example 10 with FeatureExtractorResource_ImplBase

use of org.dkpro.tc.api.features.FeatureExtractorResource_ImplBase in project dkpro-tc by dkpro.

the class TestTaskUtils method testUnitModeInstanceNumbering.

// test numeration for unit mode i.e. no sequence
@Test
public void testUnitModeInstanceNumbering() throws Exception {
    JCas jCas = initJCas(true);
    FeatureExtractorResource_ImplBase[] featureExtractors = {};
    InstanceExtractor ie = new InstanceExtractor(Constants.FM_UNIT, featureExtractors, true);
    List<Instance> multipleInstances = ie.getInstances(jCas, false);
    assertEquals(6, multipleInstances.size());
    int idx = 0;
    assertEquals("4711_0_a", multipleInstances.get(idx).getFeatures().iterator().next().getValue());
    assertEquals(0, multipleInstances.get(idx).getSequenceId());
    assertEquals(0, multipleInstances.get(idx).getSequencePosition());
    assertEquals("DT", multipleInstances.get(idx).getOutcome());
    idx = 1;
    assertEquals("4711_1_car", multipleInstances.get(idx).getFeatures().iterator().next().getValue());
    assertEquals(0, multipleInstances.get(idx).getSequenceId());
    assertEquals(1, multipleInstances.get(idx).getSequencePosition());
    assertEquals("NN", multipleInstances.get(idx).getOutcome());
    idx = 2;
    assertEquals("4711_2_drives", multipleInstances.get(idx).getFeatures().iterator().next().getValue());
    assertEquals(0, multipleInstances.get(idx).getSequenceId());
    assertEquals(2, multipleInstances.get(idx).getSequencePosition());
    assertEquals("VBZ", multipleInstances.get(idx).getOutcome());
    idx = 3;
    assertEquals("4711_3_the", multipleInstances.get(idx).getFeatures().iterator().next().getValue());
    assertEquals(0, multipleInstances.get(idx).getSequenceId());
    assertEquals(3, multipleInstances.get(idx).getSequencePosition());
    assertEquals("DT", multipleInstances.get(idx).getOutcome());
    idx = 4;
    assertEquals("4711_4_hedgehogs", multipleInstances.get(idx).getFeatures().iterator().next().getValue());
    assertEquals(0, multipleInstances.get(idx).getSequenceId());
    assertEquals(4, multipleInstances.get(idx).getSequencePosition());
    assertEquals("NN", multipleInstances.get(idx).getOutcome());
    idx = 5;
    assertEquals("4711_5_dies", multipleInstances.get(idx).getFeatures().iterator().next().getValue());
    assertEquals(0, multipleInstances.get(idx).getSequenceId());
    assertEquals(5, multipleInstances.get(idx).getSequencePosition());
    assertEquals("VBZ", multipleInstances.get(idx).getOutcome());
}