Add support for Lucene SuggestStopFilter

The suggest stop filter is an improved version of the stop filter, which
takes stopwords only into account if the last char of a query is a
whitespace. This allows you to keep stopwords, but to allow suggesting for
"a".

Example: Index document content "a word". You are now able to suggest for
"a" and get back results in the completion suggester, if the suggest stop
filter is used on the query side, but will not get back any results for
"a " as this is identified as a stopword.

The implementation allows to set the `remove_trailing` parameter for a
custom stop filter and thus use the suggest stop filter instead of the
standard stop filter.

docs/reference/analysis/tokenfilters/stop-tokenfilter.asciidoc

@@ -20,6 +20,11 @@ encoded.
 
 |`ignore_case` |Set to `true` to lower case all words first. Defaults to
 `false`.
+
+|`remove_trailing` |Set to `false` in order to not ignore the last term of
+a search if it is a stop word. This is very useful for the completion
+suggester as a query like `green a` can be extended to `green apple` even
+though you remove stop words in general. Defaults to `true`.
 |=======================================================================
 
 stopwords allow for custom language specific expansion of default

src/main/java/org/elasticsearch/index/analysis/StopTokenFilterFactory.java

@@ -23,6 +23,7 @@ import org.apache.lucene.analysis.TokenStream;
 import org.apache.lucene.analysis.core.StopAnalyzer;
 import org.apache.lucene.analysis.core.StopFilter;
 import org.apache.lucene.analysis.util.CharArraySet;
+import org.apache.lucene.search.suggest.analyzing.SuggestStopFilter;
 import org.apache.lucene.util.Version;
 import org.elasticsearch.ElasticSearchIllegalArgumentException;
 import org.elasticsearch.common.inject.Inject;
@@ -45,11 +46,13 @@ public class StopTokenFilterFactory extends AbstractTokenFilterFactory {
     private final boolean ignoreCase;
 
     private final boolean enablePositionIncrements;
+    private final boolean removeTrailing;
 
     @Inject
     public StopTokenFilterFactory(Index index, @IndexSettings Settings indexSettings, Environment env, @Assisted String name, @Assisted Settings settings) {
         super(index, indexSettings, name, settings);
         this.ignoreCase = settings.getAsBoolean("ignore_case", false);
+        this.removeTrailing = settings.getAsBoolean("remove_trailing", true);
         this.stopWords = Analysis.parseStopWords(env, settings, StopAnalyzer.ENGLISH_STOP_WORDS_SET, version, ignoreCase);
         this.enablePositionIncrements = settings.getAsBoolean("enable_position_increments", true);
         if (!enablePositionIncrements && version.onOrAfter(Version.LUCENE_44)) {
@@ -60,9 +63,13 @@ public class StopTokenFilterFactory extends AbstractTokenFilterFactory {
 
     @Override
     public TokenStream create(TokenStream tokenStream) {
+        if (removeTrailing) {
             StopFilter filter = new StopFilter(version, tokenStream, stopWords);
             filter.setEnablePositionIncrements(enablePositionIncrements);
             return filter;
+        } else {
+            return new SuggestStopFilter(tokenStream, stopWords);
+        }
     }
 
     public Set<?> stopWords() {

src/test/java/org/elasticsearch/index/analysis/StopTokenFilterTests.java

@@ -22,6 +22,7 @@ package org.elasticsearch.index.analysis;
 import org.apache.lucene.analysis.TokenStream;
 import org.apache.lucene.analysis.core.StopFilter;
 import org.apache.lucene.analysis.core.WhitespaceTokenizer;
+import org.apache.lucene.search.suggest.analyzing.SuggestStopFilter;
 import org.apache.lucene.util.Version;
 import org.elasticsearch.common.inject.ProvisionException;
 import org.elasticsearch.common.settings.ImmutableSettings;
@@ -66,7 +67,6 @@ public class StopTokenFilterTests extends ElasticsearchTokenStreamTestCase {
         TokenStream create = tokenFilter.create(new WhitespaceTokenizer(TEST_VERSION_CURRENT, new StringReader("foo bar")));
         assertThat(create, instanceOf(StopFilter.class));
         assertThat(((StopFilter)create).getEnablePositionIncrements(), equalTo(true));
-
     }
 
     @Test
@@ -80,7 +80,18 @@ public class StopTokenFilterTests extends ElasticsearchTokenStreamTestCase {
         TokenStream create = tokenFilter.create(new WhitespaceTokenizer(TEST_VERSION_CURRENT, new StringReader("foo bar")));
         assertThat(create, instanceOf(StopFilter.class));
         assertThat(((StopFilter)create).getEnablePositionIncrements(), equalTo(false));
-
     }
 
+    @Test
+    public void testThatSuggestStopFilterWorks() throws Exception {
+        Settings settings = ImmutableSettings.settingsBuilder()
+                .put("index.analysis.filter.my_stop.type", "stop")
+                .put("index.analysis.filter.my_stop.remove_trailing", false)
+                .build();
+        AnalysisService analysisService = AnalysisTestsHelper.createAnalysisServiceFromSettings(settings);
+        TokenFilterFactory tokenFilter = analysisService.tokenFilter("my_stop");
+        assertThat(tokenFilter, instanceOf(StopTokenFilterFactory.class));
+        TokenStream create = tokenFilter.create(new WhitespaceTokenizer(TEST_VERSION_CURRENT, new StringReader("foo an")));
+        assertThat(create, instanceOf(SuggestStopFilter.class));
+    }
 }

src/test/java/org/elasticsearch/search/suggest/CompletionSuggestSearchTests.java

@@ -578,6 +578,35 @@ public class CompletionSuggestSearchTests extends AbstractIntegrationTest {
         }
     }
 
+    @Test
+    public void testThatSuggestStopFilterWorks() throws Exception {
+        ImmutableSettings.Builder settingsBuilder = settingsBuilder()
+                .put("index.analysis.analyzer.stoptest.tokenizer", "standard")
+                .putArray("index.analysis.analyzer.stoptest.filter", "standard", "suggest_stop_filter")
+                .put("index.analysis.filter.suggest_stop_filter.type", "stop")
+                .put("index.analysis.filter.suggest_stop_filter.remove_trailing", false);
+
+        createIndexAndMappingAndSettings(settingsBuilder, "simple", "stoptest", true, true, true);
+
+        client().prepareIndex(INDEX, TYPE, "1").setSource(jsonBuilder()
+                .startObject().field(FIELD, "Feed trolls").endObject()
+        ).get();
+
+        client().prepareIndex(INDEX, TYPE, "2").setSource(jsonBuilder()
+                .startObject().field(FIELD, "Feed the trolls").endObject()
+        ).get();
+
+        refresh();
+
+        assertSuggestions("feed t", "Feed the trolls", "Feed trolls");
+        assertSuggestions("feed th", "Feed the trolls");
+        assertSuggestions("feed the", "Feed the trolls");
+        // stop word complete, gets ignored on query time, makes it "feed" only
+        assertSuggestions("feed the ", "Feed the trolls", "Feed trolls");
+        // stopword gets removed, but position increment kicks in, which doesnt work for the prefix suggester
+        assertSuggestions("feed the t");
+    }
+
     @Test(expected = MapperParsingException.class)
     public void testThatIndexingInvalidFieldsInCompletionFieldResultsInException() throws Exception {
         createIndexAndMapping();