Changed LanguageAnalyser to langid

ukwa · Aug 9, 2024 · 82c7a72 · 82c7a72
1 parent 13595be
commit 82c7a72
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Showing 2 changed files with 39 additions and 26 deletions.
diff --git a/warc-indexer/pom.xml b/warc-indexer/pom.xml
@@ -320,5 +320,12 @@
 			<artifactId>lucene-core</artifactId>
 			<version>8.7.0</version>
 		</dependency>
+
+		<dependency>
+	        <groupId>com.carrotsearch</groupId>
+			<artifactId>langid-java</artifactId>
+			<version>1.1.0-SNAPSHOT</version>
+        </dependency>
+
     </dependencies>
 </project>
diff --git a/warc-indexer/src/main/java/uk/bl/wa/analyser/text/LanguageAnalyser.java b/warc-indexer/src/main/java/uk/bl/wa/analyser/text/LanguageAnalyser.java
@@ -3,11 +3,11 @@
  */
 package uk.bl.wa.analyser.text;
 
-/*
+/*-
  * #%L
  * warc-indexer
  * %%
- * Copyright (C) 2013 - 2023 The webarchive-discovery project contributors
+ * Copyright (C) 2013 - 2024 The webarchive-discovery project contributors
  * %%
  * This program is free software: you can redistribute it and/or modify
  * it under the terms of the GNU General Public License as
@@ -25,56 +25,62 @@
  * #L%
  */
 
+
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
-import org.apache.tika.language.detect.LanguageDetector;
-import org.apache.tika.language.detect.LanguageResult;
-import org.apache.tika.langdetect.optimaize.OptimaizeLangDetector;
 
+import com.carrotsearch.labs.langid.DetectedLanguage;
+import com.carrotsearch.labs.langid.LangIdV3;
 import com.typesafe.config.Config;
 
 import uk.bl.wa.solr.SolrFields;
 import uk.bl.wa.solr.SolrRecord;
 import uk.bl.wa.util.Instrument;
 
 /**
- * @author anj
+ * @author Toth
  *
  */
-public class LanguageAnalyser extends AbstractTextAnalyser {
+public class LanguageAnalyser extends AbstractTextAnalyser 
+{
     private Logger log = LoggerFactory.getLogger(LanguageAnalyser.class);
 
-    /** */
-    private LanguageDetector ld;
+    // The language detection model
+    private LangIdV3 langid;
 
     /**
      * @param conf
      */
-    public void configure(Config conf) {
+    public void configure(Config conf)
+    {
         setEnabled(!conf.hasPath("warc.index.extract.content.language.enabled")
-                || conf.getBoolean(
-                        "warc.index.extract.content.language.enabled"));
-        ld = new OptimaizeLangDetector().loadModels();
-        log.info(
-                "Constructed language analyzer with enabled = " + isEnabled());
+                || conf.getBoolean("warc.index.extract.content.language.enabled"));
+
+        this.langid = new LangIdV3();
+
+        log.debug("Constructed language analyzer with enabled = " + isEnabled());
     }
 
-    /* (non-Javadoc)
-     * @see uk.bl.wa.analyser.text.TextAnalyser#analyse(java.lang.String, uk.bl.wa.util.solr.SolrRecord)
-     */
     @Override
-    public void analyse(String text, SolrRecord solr) {
+    public void analyse(String text, SolrRecord solr) 
+    {
         final long start = System.nanoTime();
-        try {
-            LanguageResult li = ld.detect(text);
-            if (li != null) {
-                solr.addField(SolrFields.CONTENT_LANGUAGE, li.getLanguage());
+
+        try
+        {
+        	DetectedLanguage result = langid.classify(text, true);
+
+            if (result != null) 
+            {
+                solr.addField(SolrFields.CONTENT_LANGUAGE, result.getLangCode());
             }
-        } catch (IllegalArgumentException e) {
-            log.error("Exception when determining language of this item: "
-                    + e.getMessage(), e);
+        }
+        catch (IllegalArgumentException e) 
+        {
+            log.error("Exception when determining language of this item: " + e.getMessage(), e);
             solr.addParseException(e);
         }
+
         Instrument.timeRel("TextAnalyzers#total", "LanguageAnalyzer#total", start);
     }