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+/*
+ * Licensed to Elasticsearch under one or more contributor
+ * license agreements. See the NOTICE file distributed with
+ * this work for additional information regarding copyright
+ * ownership. Elasticsearch licenses this file to you under
+ * the Apache License, Version 2.0 (the "License"); you may
+ * not use this file except in compliance with the License.
+ * You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing,
+ * software distributed under the License is distributed on an
+ * "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+ * KIND, either express or implied. See the License for the
+ * specific language governing permissions and limitations
+ * under the License.
+ */
+
+package org.elasticsearch.search.suggest.phrase;
+
+import org.elasticsearch.search.suggest.phrase.PhraseSuggestionBuilder.LinearInterpolation;
+import org.elasticsearch.search.suggest.phrase.PhraseSuggestionBuilder.SmoothingModel;
+
+import static org.hamcrest.Matchers.instanceOf;
+
+public class LinearInterpolationModelTests extends SmoothingModelTestCase {
+
+ @Override
+ protected SmoothingModel createTestModel() {
+ double trigramLambda = randomDoubleBetween(0.0, 10.0, false);
+ double bigramLambda = randomDoubleBetween(0.0, 10.0, false);
+ double unigramLambda = randomDoubleBetween(0.0, 10.0, false);
+ // normalize so parameters sum to 1
+ double sum = trigramLambda + bigramLambda + unigramLambda;
+ return new LinearInterpolation(trigramLambda / sum, bigramLambda / sum, unigramLambda / sum);
+ }
+
+ /**
+ * mutate the given model so the returned smoothing model is different
+ */
+ @Override
+ protected LinearInterpolation createMutation(SmoothingModel input) {
+ LinearInterpolation original = (LinearInterpolation) input;
+ // swap two values permute original lambda values
+ switch (randomIntBetween(0, 2)) {
+ case 0:
+ // swap first two
+ return new LinearInterpolation(original.getBigramLambda(), original.getTrigramLambda(), original.getUnigramLambda());
+ case 1:
+ // swap last two
+ return new LinearInterpolation(original.getTrigramLambda(), original.getUnigramLambda(), original.getBigramLambda());
+ case 2:
+ default:
+ // swap first and last
+ return new LinearInterpolation(original.getUnigramLambda(), original.getBigramLambda(), original.getTrigramLambda());
+ }
+ }
+
+ @Override
+ void assertWordScorer(WordScorer wordScorer, SmoothingModel in) {
+ LinearInterpolation testModel = (LinearInterpolation) in;
+ LinearInterpoatingScorer testScorer = (LinearInterpoatingScorer) wordScorer;
+ assertThat(wordScorer, instanceOf(LinearInterpoatingScorer.class));
+ assertEquals(testModel.getTrigramLambda(), (testScorer).trigramLambda(), 1e-15);
+ assertEquals(testModel.getBigramLambda(), (testScorer).bigramLambda(), 1e-15);
+ assertEquals(testModel.getUnigramLambda(), (testScorer).unigramLambda(), 1e-15);
+ }
+}