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// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.
package com.yahoo.search.ranking;
import com.yahoo.config.subscription.ConfigGetter;
import com.yahoo.filedistribution.fileacquirer.MockFileAcquirer;
import com.yahoo.tensor.Tensor;
import com.yahoo.vespa.config.search.RankProfilesConfig;
import com.yahoo.vespa.config.search.core.OnnxModelsConfig;
import com.yahoo.vespa.config.search.core.RankingConstantsConfig;
import com.yahoo.vespa.config.search.core.RankingExpressionsConfig;
import org.junit.jupiter.api.Test;
import static org.junit.jupiter.api.Assertions.*;
public class GlobalPhaseSetupTest {
private static final String CONFIG_DIR = "src/test/resources/config/";
@SuppressWarnings("deprecation")
RankProfilesConfig readConfig(String subDir) {
String cfgId = "file:" + CONFIG_DIR + subDir + "/rank-profiles.cfg";
return ConfigGetter.getConfig(RankProfilesConfig.class, cfgId);
}
@Test void mediumAdvancedSetup() {
RankProfilesConfig rpCfg = readConfig("medium");
assertEquals(1, rpCfg.rankprofile().size());
RankProfilesEvaluator rpEvaluator = createEvaluator(rpCfg);
var setup = GlobalPhaseSetup.maybeMakeSetup(rpCfg.rankprofile().get(0), rpEvaluator);
assertNotNull(setup);
assertEquals(42, setup.rerankCount);
assertEquals(0, setup.normalizers.size());
assertEquals(9, setup.matchFeaturesToHide.size());
assertEquals(1, setup.globalPhaseEvalSpec.fromQuery().size());
var wantMF = setup.globalPhaseEvalSpec.fromMF();
assertEquals(8, wantMF.size());
wantMF.sort((a, b) -> a.matchFeatureName().compareTo(b.matchFeatureName()));
assertEquals("attribute(t1)", wantMF.get(0).matchFeatureName());
assertEquals("attribute(t1)", wantMF.get(0).inputName());
assertEquals("myplus", wantMF.get(5).matchFeatureName());
assertEquals("rankingExpression(myplus)", wantMF.get(5).inputName());
}
@Test void queryFeaturesWithDefaults() {
RankProfilesConfig rpCfg = readConfig("qf_defaults");
assertEquals(1, rpCfg.rankprofile().size());
RankProfilesEvaluator rpEvaluator = createEvaluator(rpCfg);
var setup = GlobalPhaseSetup.maybeMakeSetup(rpCfg.rankprofile().get(0), rpEvaluator);
assertNotNull(setup);
assertEquals(0, setup.normalizers.size());
assertEquals(0, setup.matchFeaturesToHide.size());
assertEquals(5, setup.globalPhaseEvalSpec.fromQuery().size());
assertEquals(2, setup.globalPhaseEvalSpec.fromMF().size());
assertEquals(5, setup.defaultValues.size());
assertEquals(Tensor.from(0.0), setup.defaultValues.get("query(w_no_def)"));
assertEquals(Tensor.from(1.0), setup.defaultValues.get("query(w_has_def)"));
assertEquals(Tensor.from("tensor(m{}):{}"), setup.defaultValues.get("query(m_no_def)"));
assertEquals(Tensor.from("tensor(v[3]):[0,0,0]"), setup.defaultValues.get("query(v_no_def)"));
assertEquals(Tensor.from("tensor(v[3]):[2,0.25,1.5]"), setup.defaultValues.get("query(v_has_def)"));
}
@Test void withNormalizers() {
RankProfilesConfig rpCfg = readConfig("with_normalizers");
assertEquals(1, rpCfg.rankprofile().size());
RankProfilesEvaluator rpEvaluator = createEvaluator(rpCfg);
var setup = GlobalPhaseSetup.maybeMakeSetup(rpCfg.rankprofile().get(0), rpEvaluator);
assertNotNull(setup);
var nList = setup.normalizers;
assertEquals(7, nList.size());
nList.sort((a,b) -> a.name().compareTo(b.name()));
var n = nList.get(0);
assertEquals("normalize@2974853441@linear", n.name());
assertEquals(0, n.inputEvalSpec().fromQuery().size());
assertEquals(1, n.inputEvalSpec().fromMF().size());
assertEquals("funmf", n.inputEvalSpec().fromMF().get(0).matchFeatureName());
assertEquals("linear", n.supplier().get().normalizing());
n = nList.get(1);
assertEquals("normalize@3414032797@rrank", n.name());
assertEquals(0, n.inputEvalSpec().fromQuery().size());
assertEquals(1, n.inputEvalSpec().fromMF().size());
assertEquals("attribute(year)", n.inputEvalSpec().fromMF().get(0).inputName());
assertEquals("reciprocal-rank{k:60.0}", n.supplier().get().normalizing());
n = nList.get(2);
assertEquals("normalize@3551296680@linear", n.name());
assertEquals(0, n.inputEvalSpec().fromQuery().size());
assertEquals(1, n.inputEvalSpec().fromMF().size());
assertEquals("nativeRank", n.inputEvalSpec().fromMF().get(0).inputName());
assertEquals("linear", n.supplier().get().normalizing());
n = nList.get(3);
assertEquals("normalize@4280591309@rrank", n.name());
assertEquals(0, n.inputEvalSpec().fromQuery().size());
assertEquals(1, n.inputEvalSpec().fromMF().size());
assertEquals("bm25(myabstract)", n.inputEvalSpec().fromMF().get(0).inputName());
assertEquals("reciprocal-rank{k:42.0}", n.supplier().get().normalizing());
n = nList.get(4);
assertEquals("normalize@4370385022@linear", n.name());
assertEquals(1, n.inputEvalSpec().fromQuery().size());
assertEquals("myweight", n.inputEvalSpec().fromQuery().get(0));
assertEquals(1, n.inputEvalSpec().fromMF().size());
assertEquals("attribute(foo1)", n.inputEvalSpec().fromMF().get(0).inputName());
assertEquals("linear", n.supplier().get().normalizing());
n = nList.get(5);
assertEquals("normalize@4640646880@linear", n.name());
assertEquals(0, n.inputEvalSpec().fromQuery().size());
assertEquals(1, n.inputEvalSpec().fromMF().size());
assertEquals("attribute(foo1)", n.inputEvalSpec().fromMF().get(0).inputName());
assertEquals("linear", n.supplier().get().normalizing());
n = nList.get(6);
assertEquals("normalize@6283155534@linear", n.name());
assertEquals(0, n.inputEvalSpec().fromQuery().size());
assertEquals(1, n.inputEvalSpec().fromMF().size());
assertEquals("bm25(mytitle)", n.inputEvalSpec().fromMF().get(0).inputName());
assertEquals("linear", n.supplier().get().normalizing());
}
@Test void funcWithArgsSetup() {
RankProfilesConfig rpCfg = readConfig("with_mf_funargs");
assertEquals(1, rpCfg.rankprofile().size());
RankProfilesEvaluator rpEvaluator = createEvaluator(rpCfg);
var setup = GlobalPhaseSetup.maybeMakeSetup(rpCfg.rankprofile().get(0), rpEvaluator);
assertNotNull(setup);
assertEquals(0, setup.normalizers.size());
assertEquals(3, setup.matchFeaturesToHide.size());
assertEquals(0, setup.globalPhaseEvalSpec.fromQuery().size());
var wantMF = setup.globalPhaseEvalSpec.fromMF();
assertEquals(4, wantMF.size());
wantMF.sort((a, b) -> a.matchFeatureName().compareTo(b.matchFeatureName()));
assertEquals("plusOne(2)", wantMF.get(0).matchFeatureName());
assertEquals("plusOne(attribute(foo2))", wantMF.get(1).matchFeatureName());
assertEquals("useAttr(t1,42)", wantMF.get(2).matchFeatureName());
assertEquals("withIndirect(foo1)", wantMF.get(3).matchFeatureName());
}
private RankProfilesEvaluator createEvaluator(RankProfilesConfig config) {
RankingConstantsConfig constantsConfig = new RankingConstantsConfig.Builder().build();
RankingExpressionsConfig expressionsConfig = new RankingExpressionsConfig.Builder().build();
OnnxModelsConfig onnxModelsConfig = new OnnxModelsConfig.Builder().build();
return new RankProfilesEvaluator(config, constantsConfig, expressionsConfig, onnxModelsConfig, MockFileAcquirer.returnFile(null));
}
}
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