Examples with Blob org.apache.stanbol.enhancer.servicesapi.Blob used on opensource projects

Example 1 with Blob

use of org.apache.stanbol.enhancer.servicesapi.Blob in project stanbol by apache.

the class LanguageDetectionEnhancementEngine method computeEnhancements.

public void computeEnhancements(ContentItem ci) throws EngineException {
    Entry<IRI, Blob> contentPart = ContentItemHelper.getBlob(ci, SUPPORTED_MIMTYPES);
    if (contentPart == null) {
        throw new IllegalStateException("No ContentPart with Mimetype '" + TEXT_PLAIN_MIMETYPE + "' found for ContentItem " + ci.getUri() + ": This is also checked in the canEnhance method! -> This " + "indicated an Bug in the implementation of the " + "EnhancementJobManager!");
    }
    String text = "";
    try {
        text = ContentItemHelper.getText(contentPart.getValue());
    } catch (IOException e) {
        throw new InvalidContentException(this, ci, e);
    }
    // do not call trim() on long texts to check if the text is empty
    if (text.length() < 50 && text.trim().length() == 0) {
        log.info("No text contained in ContentPart {} of ContentItem {}", contentPart.getKey(), ci.getUri());
        return;
    }
    // truncate text to some piece from the middle if probeLength > 0
    int checkLength = probeLength;
    if (checkLength > 0 && text.length() > checkLength) {
        text = text.substring(text.length() / 2 - checkLength / 2, text.length() / 2 + checkLength / 2);
    }
    List<Language> languages = null;
    try {
        languages = languageIdentifier.getLanguages(text);
        log.debug("language identified: {}", languages);
    } catch (LangDetectException e) {
        Enum<?> errorCode = e.getCode();
        // ignore " 0 - NoTextError" and "5 - CantDetectError"
        if (errorCode.ordinal() != 0 && errorCode.ordinal() != 5) {
            StringBuilder msg = new StringBuilder("Could not identify language of text: ");
            if (text.length() < 200) {
                msg.append(text);
            } else {
                msg.append(text.subSequence(0, 199)).append("...");
            }
            msg.append(" (Error Code: ").append(errorCode.ordinal()).append(" - ").append(errorCode.name()).append(")");
            throw new EngineException(this, ci, msg.toString(), e);
        } else {
            log.debug("No text to detect the language from present in ContentItem ", ci);
        }
    }
    // add language to metadata
    if (languages != null) {
        Graph g = ci.getMetadata();
        ci.getLock().writeLock().lock();
        try {
            for (int i = 0; i < maxSuggestedLanguages && i < languages.size(); i++) {
                // add a hypothesis
                Language hypothesis = languages.get(i);
                IRI textEnhancement = EnhancementEngineHelper.createTextEnhancement(ci, this);
                g.add(new TripleImpl(textEnhancement, DC_LANGUAGE, new PlainLiteralImpl(hypothesis.lang)));
                g.add(new TripleImpl(textEnhancement, ENHANCER_CONFIDENCE, literalFactory.createTypedLiteral(hypothesis.prob)));
                g.add(new TripleImpl(textEnhancement, DC_TYPE, DCTERMS_LINGUISTIC_SYSTEM));
                g.add(new TripleImpl(textEnhancement, ENHANCER_CONFIDENCE, literalFactory.createTypedLiteral(hypothesis.prob)));
            }
        } finally {
            ci.getLock().writeLock().unlock();
        }
    }
}

Example 2 with Blob

use of org.apache.stanbol.enhancer.servicesapi.Blob in project stanbol by apache.

the class KeywordLinkingEngine method computeEnhancements.

@Override
public void computeEnhancements(ContentItem ci) throws EngineException {
    if (isOfflineMode() && !entitySearcher.supportsOfflineMode()) {
        throw new EngineException("Offline mode is not supported by the Component used to lookup Entities");
    }
    Entry<IRI, Blob> contentPart = ContentItemHelper.getBlob(ci, SUPPORTED_MIMETYPES);
    if (contentPart == null) {
        throw new IllegalStateException("No ContentPart with a supported Mime Type" + "found for ContentItem " + ci.getUri() + "(supported: '" + SUPPORTED_MIMETYPES + "') -> this indicates that canEnhance was" + "NOT called and indicates a bug in the used EnhancementJobManager!");
    }
    String text;
    try {
        text = ContentItemHelper.getText(contentPart.getValue());
    } catch (IOException e) {
        throw new InvalidContentException(String.format("Unable to extract " + " text from ContentPart %s of ContentItem %s!", contentPart.getKey(), ci.getUri()), e);
    }
    if (text.trim().length() == 0) {
        // TODO: make the length of the data a field of the ContentItem
        // interface to be able to filter out empty items in the canEnhance
        // method
        log.warn("ContentPart {} of ContentItem does not contain any Text to extract knowledge from", contentPart.getKey(), ci);
        return;
    }
    // Determine the language
    String language;
    ci.getLock().readLock().lock();
    try {
        language = extractLanguage(ci);
    } finally {
        ci.getLock().readLock().unlock();
    }
    if (isProcessableLanguages(language)) {
        log.debug("computeEnhancements for ContentItem {} language {} text={}", new Object[] { ci.getUri().getUnicodeString(), language, StringUtils.abbreviate(text, 100) });
        EntityLinker entityLinker = new EntityLinker(analysedContentFactory.create(text, language), entitySearcher, linkerConfig);
        // process
        entityLinker.process();
        // write results (requires a write lock)
        ci.getLock().writeLock().lock();
        try {
            writeEnhancements(ci, entityLinker.getLinkedEntities().values(), language);
        } finally {
            ci.getLock().writeLock().unlock();
        }
    } else {
        log.debug("ignore ContentItem {} because language '{}' is not configured to" + "be processed by this engine.", ci.getUri().getUnicodeString(), language);
    }
}

Example 3 with Blob

use of org.apache.stanbol.enhancer.servicesapi.Blob in project stanbol by apache.

the class LangIdEnhancementEngine method computeEnhancements.

public void computeEnhancements(ContentItem ci) throws EngineException {
    Entry<IRI, Blob> contentPart = ContentItemHelper.getBlob(ci, SUPPORTED_MIMTYPES);
    if (contentPart == null) {
        throw new IllegalStateException("No ContentPart with Mimetype '" + TEXT_PLAIN_MIMETYPE + "' found for ContentItem " + ci.getUri() + ": This is also checked in the canEnhance method! -> This " + "indicated an Bug in the implementation of the " + "EnhancementJobManager!");
    }
    String text = "";
    try {
        text = ContentItemHelper.getText(contentPart.getValue());
    } catch (IOException e) {
        throw new InvalidContentException(this, ci, e);
    }
    if (text.trim().length() == 0) {
        log.info("No text contained in ContentPart {} of ContentItem {}", contentPart.getKey(), ci.getUri());
        return;
    }
    // truncate text to some piece from the middle if probeLength > 0
    int checkLength = probeLength;
    if (checkLength > 0 && text.length() > checkLength) {
        text = text.substring(text.length() / 2 - checkLength / 2, text.length() / 2 + checkLength / 2);
    }
    LanguageIdentifier languageIdentifier = new LanguageIdentifier(text);
    String language = languageIdentifier.getLanguage();
    log.info("language identified as " + language);
    // add language to metadata
    Graph g = ci.getMetadata();
    ci.getLock().writeLock().lock();
    try {
        IRI textEnhancement = EnhancementEngineHelper.createTextEnhancement(ci, this);
        g.add(new TripleImpl(textEnhancement, DC_LANGUAGE, new PlainLiteralImpl(language)));
        g.add(new TripleImpl(textEnhancement, DC_TYPE, DCTERMS_LINGUISTIC_SYSTEM));
    } finally {
        ci.getLock().writeLock().unlock();
    }
}

Example 4 with Blob

use of org.apache.stanbol.enhancer.servicesapi.Blob in project stanbol by apache.

the class TopicClassificationEngine method computeEnhancements.

@Override
public void computeEnhancements(ContentItem ci) throws EngineException {
    Entry<IRI, Blob> contentPart = ContentItemHelper.getBlob(ci, SUPPORTED_MIMETYPES);
    if (contentPart == null) {
        throw new IllegalStateException("No ContentPart with a supported Mime Type" + "found for ContentItem " + ci.getUri() + "(supported: '" + SUPPORTED_MIMETYPES + "') -> this indicates that canEnhance was" + "NOT called and indicates a bug in the used EnhancementJobManager!");
    }
    String language = EnhancementEngineHelper.getLanguage(ci);
    if (!(acceptedLanguageSet.isEmpty() || acceptedLanguageSet.contains(language) || acceptedLanguageSet.contains(""))) {
        throw new IllegalStateException("The language '" + language + "' of the ContentItem is not configured as " + " active for this Engine (active: " + acceptedLanguageSet + ").");
    }
    String text;
    try {
        text = ContentItemHelper.getText(contentPart.getValue());
    } catch (IOException e) {
        throw new InvalidContentException(String.format("Unable to extract " + " textual content from ContentPart %s of ContentItem %s!", contentPart.getKey(), ci.getUri()), e);
    }
    if (text.trim().isEmpty()) {
        log.warn("ContentPart {} of ContentItem {} does not contain any " + "text to extract topics from", contentPart.getKey(), ci.getUri());
        return;
    }
    Graph metadata = ci.getMetadata();
    List<TopicSuggestion> topics;
    try {
        topics = suggestTopics(text);
        if (topics.isEmpty()) {
            return;
        }
    } catch (ClassifierException e) {
        throw new EngineException(e);
    }
    IRI precision = new IRI(NamespaceEnum.fise + "classifier/precision");
    IRI recall = new IRI(NamespaceEnum.fise + "classifier/recall");
    IRI f1 = new IRI(NamespaceEnum.fise + "classifier/f1");
    LiteralFactory lf = LiteralFactory.getInstance();
    ci.getLock().writeLock().lock();
    try {
        // Global text annotation to attach all the topic annotation to it.
        IRI textAnnotation = EnhancementEngineHelper.createTextEnhancement(ci, this);
        metadata.add(new TripleImpl(textAnnotation, org.apache.stanbol.enhancer.servicesapi.rdf.Properties.DC_TYPE, OntologicalClasses.SKOS_CONCEPT));
        for (TopicSuggestion topic : topics) {
            IRI enhancement = EnhancementEngineHelper.createEntityEnhancement(ci, this);
            metadata.add(new TripleImpl(enhancement, org.apache.stanbol.enhancer.servicesapi.rdf.Properties.RDF_TYPE, TechnicalClasses.ENHANCER_TOPICANNOTATION));
            metadata.add(new TripleImpl(enhancement, org.apache.stanbol.enhancer.servicesapi.rdf.Properties.DC_RELATION, textAnnotation));
            // add link to entity
            metadata.add(new TripleImpl(enhancement, org.apache.stanbol.enhancer.servicesapi.rdf.Properties.ENHANCER_ENTITY_REFERENCE, new IRI(topic.conceptUri)));
            metadata.add(new TripleImpl(enhancement, org.apache.stanbol.enhancer.servicesapi.rdf.Properties.ENHANCER_ENTITY_TYPE, OntologicalClasses.SKOS_CONCEPT));
            // add confidence information
            metadata.add(new TripleImpl(enhancement, org.apache.stanbol.enhancer.servicesapi.rdf.Properties.ENHANCER_CONFIDENCE, lf.createTypedLiteral(Double.valueOf(topic.score))));
            // add performance estimates of the classifier if available
            ClassificationReport perf = getPerformanceEstimates(topic.conceptUri);
            if (perf.uptodate) {
                metadata.add(new TripleImpl(enhancement, precision, lf.createTypedLiteral(Double.valueOf(perf.precision))));
                metadata.add(new TripleImpl(enhancement, recall, lf.createTypedLiteral(Double.valueOf(perf.recall))));
                metadata.add(new TripleImpl(enhancement, f1, lf.createTypedLiteral(Double.valueOf(perf.f1))));
            }
            // fetch concept label from the entityhub or a referenced site if available
            Entity entity = entityhub.getEntity(topic.conceptUri);
            if (entity == null) {
                entity = referencedSiteManager.getEntity(topic.conceptUri);
            }
            if (entity != null) {
                Representation representation = entity.getRepresentation();
                // TODO: extract all languages based on some configuration instead of hardcoding English
                Text label = representation.getFirst(NamespaceEnum.skos + "prefLabel", "en", "en-US", "en-GB");
                if (label == null) {
                    label = representation.getFirst(NamespaceEnum.rdfs + "label", "en", "en-US", "en-GB");
                }
                if (label != null) {
                    metadata.add(new TripleImpl(enhancement, org.apache.stanbol.enhancer.servicesapi.rdf.Properties.ENHANCER_ENTITY_LABEL, new PlainLiteralImpl(label.getText())));
                }
            }
        }
    } catch (ClassifierException e) {
        throw new EngineException(e);
    } catch (IllegalArgumentException e) {
        throw new EngineException(e);
    } catch (EntityhubException e) {
        throw new EngineException(e);
    } finally {
        ci.getLock().writeLock().unlock();
    }
}

Example 5 with Blob

use of org.apache.stanbol.enhancer.servicesapi.Blob in project stanbol by apache.

the class TikaEngineTest method testContentTypeDetection.

@Test
public void testContentTypeDetection() throws EngineException, IOException {
    log.info(">>> testContentTypeDetection <<<");
    ContentItem ci = createContentItem("test.pdf", OCTET_STREAM.toString());
    assertFalse(engine.canEnhance(ci) == CANNOT_ENHANCE);
    engine.computeEnhancements(ci);
    Entry<IRI, Blob> contentPart = ContentItemHelper.getBlob(ci, singleton("text/plain"));
    assertNotNull(contentPart);
    Blob plainTextBlob = contentPart.getValue();
    assertNotNull(plainTextBlob);
    assertContentRegexp(plainTextBlob, "The Apache Stanbol Enhancer", "The Stanbol enhancer can detect famous cities");
    // validate XHTML results
    contentPart = ContentItemHelper.getBlob(ci, singleton("application/xhtml+xml"));
    assertNotNull(contentPart);
    Blob xhtmlBlob = contentPart.getValue();
    assertNotNull(xhtmlBlob);
    assertContentRegexp(xhtmlBlob, "<html xmlns=\"http://www.w3.org/1999/xhtml\">", "<head>", "<meta name=", "<div class=\"page\">", "The Apache Stanbol Enhancer", "The Stanbol enhancer can detect famous cities", "</body></html>");
}