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org.molgenis.data.semanticsearch.string.Stemmer Maven / Gradle / Ivy
package org.molgenis.data.semanticsearch.string;
import java.util.Set;
import java.util.stream.Collectors;
import org.apache.commons.lang3.StringUtils;
import org.tartarus.snowball.ext.PorterStemmer;
public class Stemmer
{
private final static String ILLEGAL_REGEX_PATTERN = "[^a-zA-Z0-9 ]";
/**
* Remove illegal characters from the string and stem each single word
*
* @param phrase
* @return a string that consists of stemmed words
*/
public static String cleanStemPhrase(String phrase)
{
StringBuilder stringBuilder = new StringBuilder();
for (String word : replaceIllegalCharacter(phrase).split(" "))
{
String stemmedWord = stem(word);
if (StringUtils.isNotEmpty(stemmedWord))
{
if (stringBuilder.length() > 0)
{
stringBuilder.append(' ');
}
stringBuilder.append(stemmedWord);
}
}
return stringBuilder.toString();
}
public static String stem(String word)
{
PorterStemmer porterStemmer = new PorterStemmer();
porterStemmer.setCurrent(word);
porterStemmer.stem();
return porterStemmer.getCurrent();
}
public static String stemAndJoin(Set terms)
{
return terms.stream().map(Stemmer::stem).collect(Collectors.joining(" "));
}
public static String replaceIllegalCharacter(String string)
{
return string.replaceAll(ILLEGAL_REGEX_PATTERN, " ").replaceAll(" +", " ").trim().toLowerCase();
}
}
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