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+// Copyright Yahoo. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.
+package com.yahoo.schema.processing;
+
+import com.yahoo.collections.Pair;
+import com.yahoo.config.model.api.ModelContext;
+import com.yahoo.config.model.application.provider.MockFileRegistry;
+import com.yahoo.config.model.deploy.TestProperties;
+import com.yahoo.search.query.profile.QueryProfileRegistry;
+import com.yahoo.schema.LargeRankExpressions;
+import com.yahoo.schema.RankProfile;
+import com.yahoo.schema.RankProfileRegistry;
+import com.yahoo.schema.Schema;
+import com.yahoo.schema.AbstractSchemaTestCase;
+import com.yahoo.schema.ApplicationBuilder;
+import com.yahoo.schema.derived.DerivedConfiguration;
+import com.yahoo.schema.derived.AttributeFields;
+import com.yahoo.schema.derived.RawRankProfile;
+import com.yahoo.schema.derived.TestableDeployLogger;
+import com.yahoo.schema.parser.ParseException;
+import ai.vespa.rankingexpression.importer.configmodelview.ImportedMlModels;
+import org.junit.Test;
+
+import java.io.IOException;
+import java.util.Arrays;
+import java.util.List;
+import java.util.Map;
+
+import static org.junit.Assert.assertEquals;
+import static org.junit.Assert.assertTrue;
+
+public class RankingExpressionsTestCase extends AbstractSchemaTestCase {
+
+ private static Schema createSearch(String dir, ModelContext.Properties deployProperties, RankProfileRegistry rankProfileRegistry) throws IOException, ParseException {
+ return ApplicationBuilder.createFromDirectory(dir, new MockFileRegistry(), new TestableDeployLogger(), deployProperties, rankProfileRegistry).getSchema();
+ }
+
+ @Test
+ public void testFunctions() throws IOException, ParseException {
+ ModelContext.Properties deployProperties = new TestProperties();
+ RankProfileRegistry rankProfileRegistry = new RankProfileRegistry();
+ Schema schema = createSearch("src/test/examples/rankingexpressionfunction", deployProperties, rankProfileRegistry);
+ RankProfile functionsRankProfile = rankProfileRegistry.get(schema, "macros");
+ Map<String, RankProfile.RankingExpressionFunction> functions = functionsRankProfile.getFunctions();
+ assertEquals(2, functions.get("titlematch$").function().arguments().size());
+ assertEquals("var1", functions.get("titlematch$").function().arguments().get(0));
+ assertEquals("var2", functions.get("titlematch$").function().arguments().get(1));
+ assertEquals("var1 * var2 + 890", functions.get("titlematch$").function().getBody().getRoot().toString());
+ assertEquals("0.8 + 0.2 * titlematch$(4,5) + 0.8 * titlematch$(7,8) * closeness(distance)",
+ functionsRankProfile.getFirstPhaseRanking().getRoot().toString());
+ assertEquals("78 + closeness(distance)",
+ functions.get("artistmatch").function().getBody().getRoot().toString());
+ assertEquals(0, functions.get("artistmatch").function().arguments().size());
+
+ RawRankProfile rawRankProfile = new RawRankProfile(functionsRankProfile, new LargeRankExpressions(new MockFileRegistry()), new QueryProfileRegistry(),
+ new ImportedMlModels(), new AttributeFields(schema), deployProperties);
+ List<Pair<String, String>> rankProperties = rawRankProfile.configProperties();
+ assertEquals(6, rankProperties.size());
+
+ assertEquals("rankingExpression(titlematch$).rankingScript", rankProperties.get(2).getFirst());
+ assertEquals("var1 * var2 + 890", rankProperties.get(2).getSecond());
+
+ assertEquals("rankingExpression(artistmatch).rankingScript", rankProperties.get(3).getFirst());
+ assertEquals("78 + closeness(distance)", rankProperties.get(3).getSecond());
+
+ assertEquals("rankingExpression(firstphase).rankingScript", rankProperties.get(5).getFirst());
+ assertEquals("0.8 + 0.2 * rankingExpression(titlematch$@126063073eb2deb.ab95cd69909927c) + 0.8 * rankingExpression(titlematch$@c7e4c2d0e6d9f2a1.1d4ed08e56cce2e6) * closeness(distance)", rankProperties.get(5).getSecond());
+
+ assertEquals("rankingExpression(titlematch$@c7e4c2d0e6d9f2a1.1d4ed08e56cce2e6).rankingScript", rankProperties.get(1).getFirst());
+ assertEquals("7 * 8 + 890", rankProperties.get(1).getSecond());
+
+ assertEquals("rankingExpression(titlematch$@126063073eb2deb.ab95cd69909927c).rankingScript", rankProperties.get(0).getFirst());
+ assertEquals("4 * 5 + 890", rankProperties.get(0).getSecond());
+ }
+
+ @Test(expected = IllegalArgumentException.class)
+ public void testThatIncludingFileInSubdirFails() throws IOException, ParseException {
+ RankProfileRegistry registry = new RankProfileRegistry();
+ Schema schema = createSearch("src/test/examples/rankingexpressioninfile", new TestProperties(), registry);
+ new DerivedConfiguration(schema, registry); // rank profile parsing happens during deriving
+ }
+
+ private void verifyProfile(RankProfile profile, List<String> expectedFunctions, List<Pair<String, String>> rankProperties,
+ LargeRankExpressions largeExpressions, QueryProfileRegistry queryProfiles, ImportedMlModels models,
+ AttributeFields attributes, ModelContext.Properties properties) {
+ var functions = profile.getFunctions();
+ assertEquals(expectedFunctions.size(), functions.size());
+ for (String func : expectedFunctions) {
+ assertTrue(functions.containsKey(func));
+ }
+
+ RawRankProfile raw = new RawRankProfile(profile, largeExpressions, queryProfiles, models, attributes, properties);
+ assertEquals(rankProperties.size(), raw.configProperties().size());
+ for (int i = 0; i < rankProperties.size(); i++) {
+ assertEquals(rankProperties.get(i).getFirst(), raw.configProperties().get(i).getFirst());
+ assertEquals(rankProperties.get(i).getSecond(), raw.configProperties().get(i).getSecond());
+ }
+ }
+
+ private void verifySearch(Schema schema, RankProfileRegistry rankProfileRegistry, LargeRankExpressions largeExpressions,
+ QueryProfileRegistry queryProfiles, ImportedMlModels models, ModelContext.Properties properties)
+ {
+ AttributeFields attributes = new AttributeFields(schema);
+
+ verifyProfile(rankProfileRegistry.get(schema, "base"), Arrays.asList("large_f", "large_m"),
+ Arrays.asList(new Pair<>("rankingExpression(large_f).expressionName", "base.large_f"), new Pair<>("rankingExpression(large_m).expressionName", "base.large_m")),
+ largeExpressions, queryProfiles, models, attributes, properties);
+ for (String child : Arrays.asList("child_a", "child_b")) {
+ verifyProfile(rankProfileRegistry.get(schema, child), Arrays.asList("large_f", "large_m", "large_local_f", "large_local_m"),
+ Arrays.asList(new Pair<>("rankingExpression(large_f).expressionName", child + ".large_f"), new Pair<>("rankingExpression(large_m).expressionName", child + ".large_m"),
+ new Pair<>("rankingExpression(large_local_f).expressionName", child + ".large_local_f"), new Pair<>("rankingExpression(large_local_m).expressionName", child + ".large_local_m"),
+ new Pair<>("vespa.rank.firstphase", "rankingExpression(firstphase)"), new Pair<>("rankingExpression(firstphase).expressionName", child + ".firstphase")),
+ largeExpressions, queryProfiles, models, attributes, properties);
+ }
+ }
+
+ @Test
+ public void testLargeInheritedFunctions() throws IOException, ParseException {
+ ModelContext.Properties properties = new TestProperties();
+ RankProfileRegistry rankProfileRegistry = new RankProfileRegistry();
+ LargeRankExpressions largeExpressions = new LargeRankExpressions(new MockFileRegistry(), 50);
+ QueryProfileRegistry queryProfiles = new QueryProfileRegistry();
+ ImportedMlModels models = new ImportedMlModels();
+ Schema schema = createSearch("src/test/examples/largerankingexpressions", properties, rankProfileRegistry);
+ verifySearch(schema, rankProfileRegistry, largeExpressions, queryProfiles, models, properties);
+ // Need to verify that second derivation works as that will happen if same sd is used in multiple content clusters
+ verifySearch(schema, rankProfileRegistry, largeExpressions, queryProfiles, models, properties);
+ }
+}