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// Copyright Vespa.ai. Licensed under the terms of the Apache 2.0 license. See LICENSE in the project root.
package ai.vespa.models.evaluation;
import org.junit.Test;
import static org.junit.Assert.assertEquals;
/**
* @author bratseth
*/
public class RankProfileImportingTest {
@Test
public void testImportingRankExpressions() {
ModelTester tester = new ModelTester("src/test/resources/config/rankexpression/");
assertEquals(18, tester.models().size());
Model macros = tester.models().get("macros");
assertEquals("macros", macros.name());
assertEquals(4, macros.functions().size());
tester.assertFunction("fourtimessum", "4 * (var1 + var2)", macros);
tester.assertFunction("firstphase", "match + fieldMatch(title) + rankingExpression(myfeature)", macros);
tester.assertFunction("secondphase", "rankingExpression(fourtimessum@5cf279212355b980.67f1e87166cfef86)", macros);
tester.assertFunction("myfeature",
"70 * fieldMatch(title).completeness * pow(0 - fieldMatch(title).earliness,2) + " +
"30 * pow(0 - fieldMatch(description).earliness,2)",
macros);
assertEquals(4, macros.referencedFunctions().size());
tester.assertBoundFunction("rankingExpression(fourtimessum@5cf279212355b980.67f1e87166cfef86)",
"4 * (match + rankBoost)", macros);
}
@Test
public void testImportingSimpleGlobalPhase() {
ModelTester tester = new ModelTester("src/test/resources/config/dotproduct/");
assertEquals(1, tester.models().size());
Model m = tester.models().get("default");
assertEquals("default", m.name());
assertEquals(1, m.functions().size());
tester.assertFunction("globalphase", "reduce(attribute(aa) * query(zz), sum)", m);
var f = m.functions().get(0);
assertEquals("globalphase", f.getName());
assertEquals(2, f.arguments().size());
assertEquals("tensor(d0[3])", f.getArgumentType("query(zz)").toString());
assertEquals("tensor(d0[3])", f.getArgumentType("attribute(aa)").toString());
var rt = f.returnType();
assertEquals(true, rt.isPresent());
assertEquals("tensor()", rt.get().toString());
}
@Test
public void testImportingExpressionsAsArguments() {
ModelTester tester = new ModelTester("src/test/resources/config/expressions-as-arguments/");
assertEquals(3, tester.models().size());
}
@Test
public void testImportingWithMacros() {
ModelTester tester = new ModelTester("src/test/resources/config/ranking-macros/");
assertEquals(5, tester.models().size());
}
@Test
public void testImportingAdvancedGlobalPhase() {
ModelTester tester = new ModelTester("src/test/resources/config/advanced-global-phase/");
assertEquals(6, tester.models().size());
Model m = tester.models().get("global_phase");
assertEquals("global_phase", m.name());
var func = m.function("globalphase");
assertEquals("globalphase", func.getName());
var args = func.argumentTypes();
assertEquals(2, args.size());
assertEquals("tensor(d0[2])", args.get("attribute(doc_vec)").toString());
assertEquals("tensor(d0[2])", args.get("query(query_vec)").toString());
}
@Test
public void testImportingLayeredGlobalPhase() {
ModelTester tester = new ModelTester("src/test/resources/config/layered/");
assertEquals(1, tester.models().size());
Model m = tester.models().get("layered");
assertEquals("layered", m.name());
var func = m.function("globalphase");
assertEquals("globalphase", func.getName());
var args = func.argumentTypes();
assertEquals(1, args.size());
assertEquals("tensor(m{},v[3])", args.get("rankingExpression(mymul)").toString());
}
}
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