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new 3a080ef9 [incubator-kie-issues#1301] Create DMN benchmarks
specifically targeting the codegen execution. (#288)
3a080ef9 is described below
commit 3a080ef9616d4348219204f9e9ee301bafe9b177
Author: Gabriele Cardosi <[email protected]>
AuthorDate: Thu Jun 6 14:28:58 2024 +0200
[incubator-kie-issues#1301] Create DMN benchmarks specifically targeting
the codegen execution. (#288)
* [incubator-kie-issues#1301] Create codegen-specific benchmark
* [incubator-kie-issues#1301] Add new codegen benchmark. Refactoring for
inheritance
---------
Co-authored-by: Gabriele-Cardosi <[email protected]>
---
.../dmn/codegen/AbstractCodegenBenchmark.java | 99 +++
.../dmn/codegen/ImportedModelCodegenBenchmark.java | 90 +++
.../codegen/PrequalificationCodegenBenchmark.java | 94 +++
.../main/resources/dmn/Imported_Model_Unamed.dmn | 86 +++
...orting_EmptyNamed_Model_With_Href_Namespace.dmn | 93 +++
.../src/main/resources/dmn/Prequalification.dmn | 856 +++++++++++++++++++++
6 files changed, 1318 insertions(+)
diff --git
a/drools-benchmarks-parent/drools-benchmarks/src/main/java/org/drools/benchmarks/dmn/codegen/AbstractCodegenBenchmark.java
b/drools-benchmarks-parent/drools-benchmarks/src/main/java/org/drools/benchmarks/dmn/codegen/AbstractCodegenBenchmark.java
new file mode 100644
index 00000000..02e2d39b
--- /dev/null
+++
b/drools-benchmarks-parent/drools-benchmarks/src/main/java/org/drools/benchmarks/dmn/codegen/AbstractCodegenBenchmark.java
@@ -0,0 +1,99 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements. See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership. The ASF 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.drools.benchmarks.dmn.codegen;
+
+import org.kie.dmn.api.core.DMNCompiler;
+import org.kie.dmn.api.core.DMNCompilerConfiguration;
+import org.kie.dmn.api.core.DMNContext;
+import org.kie.dmn.api.core.DMNModel;
+import org.kie.dmn.api.core.DMNRuntime;
+import org.kie.dmn.core.compiler.DMNCompilerConfigurationImpl;
+import org.kie.dmn.core.compiler.DMNCompilerImpl;
+import org.kie.dmn.core.compiler.RuntimeTypeCheckOption;
+import org.kie.dmn.core.impl.DMNRuntimeImpl;
+import org.kie.dmn.core.internal.utils.DMNRuntimeBuilder;
+import org.kie.dmn.feel.parser.feel11.profiles.DoCompileFEELProfile;
+import org.kie.dmn.feel.util.Either;
+import org.openjdk.jmh.annotations.Benchmark;
+import org.openjdk.jmh.annotations.BenchmarkMode;
+import org.openjdk.jmh.annotations.Measurement;
+import org.openjdk.jmh.annotations.Mode;
+import org.openjdk.jmh.annotations.OutputTimeUnit;
+import org.openjdk.jmh.annotations.Scope;
+import org.openjdk.jmh.annotations.Setup;
+import org.openjdk.jmh.annotations.State;
+import org.openjdk.jmh.annotations.Warmup;
+
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.TimeUnit;
+import java.util.function.BiConsumer;
+import java.util.function.Function;
+
+import static org.drools.benchmarks.dmn.util.DynamicTypeUtils.entry;
+import static org.drools.benchmarks.dmn.util.DynamicTypeUtils.prototype;
+
+public abstract class AbstractCodegenBenchmark {
+
+ private DMNRuntime dmnRuntime;
+ private DMNModel dmnModel;
+ private DMNContext dmnContext;
+
+ protected abstract String getResource();
+ protected abstract List<String> getAdditionalResources();
+ protected abstract String getNameSpace();
+ protected abstract String getModelName();
+ protected abstract Map<String, Object> getInputData();
+
+ protected void setupModelAndContext() {
+ Function<DMNCompilerConfiguration, DMNCompiler> dmnCompilerFn =
dmnCompilerConfiguration -> {
+ ((DMNCompilerConfigurationImpl)
dmnCompilerConfiguration).addFEELProfile(new DoCompileFEELProfile());
+ return new DMNCompilerImpl(dmnCompilerConfiguration);
+ };
+ DMNRuntimeBuilder.DMNRuntimeBuilderConfigured
dmnRuntimeBuilderConfigured = DMNRuntimeBuilder.fromDefaults()
+ .buildConfigurationUsingCustomCompiler(dmnCompilerFn);
+ Either<Exception, DMNRuntime> exceptionDMNRuntimeEither;
+ if (getAdditionalResources() != null &&
!getAdditionalResources().isEmpty()) {
+ exceptionDMNRuntimeEither = dmnRuntimeBuilderConfigured
+ .fromClasspathResources(getResource(), this.getClass(),
getAdditionalResources().toArray(new String[0]));
+ } else {
+ exceptionDMNRuntimeEither = dmnRuntimeBuilderConfigured
+ .fromClasspathResource(getResource(), this.getClass());
+ }
+ dmnRuntime = exceptionDMNRuntimeEither
+ .getOrElseThrow(e -> new RuntimeException("Error initializing
DMNRuntime", e));
+ ((DMNRuntimeImpl) dmnRuntime).setOption(new
RuntimeTypeCheckOption(true));
+ dmnModel = dmnRuntime.getModel(
+ getNameSpace(),
+ getModelName());
+ if (dmnModel == null) {
+ throw new RuntimeException("Model " + getNameSpace() + "." +
getModelName() + " not found");
+ }
+ dmnContext = dmnRuntime.newContext();
+ getInputData().forEach((key, value) -> dmnContext.set(key, value));
+ }
+
+ protected Object evaluateModelBenchmark() {
+ return dmnRuntime.evaluateAll(dmnModel, dmnContext);
+ }
+
+
+
+}
diff --git
a/drools-benchmarks-parent/drools-benchmarks/src/main/java/org/drools/benchmarks/dmn/codegen/ImportedModelCodegenBenchmark.java
b/drools-benchmarks-parent/drools-benchmarks/src/main/java/org/drools/benchmarks/dmn/codegen/ImportedModelCodegenBenchmark.java
new file mode 100644
index 00000000..27265fd9
--- /dev/null
+++
b/drools-benchmarks-parent/drools-benchmarks/src/main/java/org/drools/benchmarks/dmn/codegen/ImportedModelCodegenBenchmark.java
@@ -0,0 +1,90 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements. See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership. The ASF 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.drools.benchmarks.dmn.codegen;
+
+import org.openjdk.jmh.annotations.Benchmark;
+import org.openjdk.jmh.annotations.BenchmarkMode;
+import org.openjdk.jmh.annotations.Measurement;
+import org.openjdk.jmh.annotations.Mode;
+import org.openjdk.jmh.annotations.OutputTimeUnit;
+import org.openjdk.jmh.annotations.Scope;
+import org.openjdk.jmh.annotations.Setup;
+import org.openjdk.jmh.annotations.State;
+import org.openjdk.jmh.annotations.Warmup;
+
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.TimeUnit;
+
+import static org.drools.benchmarks.dmn.util.DynamicTypeUtils.entry;
+import static org.drools.benchmarks.dmn.util.DynamicTypeUtils.prototype;
+
+@BenchmarkMode(Mode.AverageTime)
+@State(Scope.Thread)
+@Warmup(iterations = 100, time = 200, timeUnit = TimeUnit.MILLISECONDS)
+@Measurement(iterations = 20, time = 200, timeUnit = TimeUnit.MILLISECONDS)
+@OutputTimeUnit(TimeUnit.MICROSECONDS)
+public class ImportedModelCodegenBenchmark extends AbstractCodegenBenchmark {
+
+ @Override
+ protected String getResource() {
+ return "dmn/Importing_EmptyNamed_Model_With_Href_Namespace.dmn";
+ }
+
+ @Override
+ protected List<String> getAdditionalResources() {
+ return List.of("dmn/Imported_Model_Unamed.dmn");
+ }
+
+ @Override
+ protected String getNameSpace() {
+ return
"http://www.trisotech.com/dmn/definitions/_f79aa7a4-f9a3-410a-ac95-bea496edabgc";;
+ }
+
+ @Override
+ protected String getModelName() {
+ return "Importing empty-named Model";
+ }
+
+ @Override
+ protected Map<String, Object> getInputData() {
+ Map<String, Object> aPerson = prototype(entry("name", "John"),
entry("age", 20));
+ Map<String, Object> anImportedPerson = prototype(entry("name",
"Luke"), entry("age", 35));
+ return prototype(entry("A Person", aPerson), entry("An Imported
Person", anImportedPerson));
+ }
+
+ @Setup()
+ public void setupModelAndContext() {
+ super.setupModelAndContext();
+ }
+
+ @Benchmark
+ public Object evaluateModelBenchmark() {
+ return super.evaluateModelBenchmark();
+ }
+
+ public static void main(String[] args) throws Exception {
+ ImportedModelCodegenBenchmark a = new ImportedModelCodegenBenchmark();
+ a.setupModelAndContext();
+ System.out.println(a.evaluateModelBenchmark());
+ }
+
+
+}
diff --git
a/drools-benchmarks-parent/drools-benchmarks/src/main/java/org/drools/benchmarks/dmn/codegen/PrequalificationCodegenBenchmark.java
b/drools-benchmarks-parent/drools-benchmarks/src/main/java/org/drools/benchmarks/dmn/codegen/PrequalificationCodegenBenchmark.java
new file mode 100644
index 00000000..15600b89
--- /dev/null
+++
b/drools-benchmarks-parent/drools-benchmarks/src/main/java/org/drools/benchmarks/dmn/codegen/PrequalificationCodegenBenchmark.java
@@ -0,0 +1,94 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreements. See the NOTICE file
+ * distributed with this work for additional information
+ * regarding copyright ownership. The ASF 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.drools.benchmarks.dmn.codegen;
+
+import org.openjdk.jmh.annotations.Benchmark;
+import org.openjdk.jmh.annotations.BenchmarkMode;
+import org.openjdk.jmh.annotations.Measurement;
+import org.openjdk.jmh.annotations.Mode;
+import org.openjdk.jmh.annotations.OutputTimeUnit;
+import org.openjdk.jmh.annotations.Scope;
+import org.openjdk.jmh.annotations.Setup;
+import org.openjdk.jmh.annotations.State;
+import org.openjdk.jmh.annotations.Warmup;
+
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.TimeUnit;
+
+import static org.drools.benchmarks.dmn.util.DynamicTypeUtils.entry;
+import static org.drools.benchmarks.dmn.util.DynamicTypeUtils.prototype;
+
+@BenchmarkMode(Mode.AverageTime)
+@State(Scope.Thread)
+@Warmup(iterations = 100, time = 200, timeUnit = TimeUnit.MILLISECONDS)
+@Measurement(iterations = 20, time = 200, timeUnit = TimeUnit.MILLISECONDS)
+@OutputTimeUnit(TimeUnit.MICROSECONDS)
+public class PrequalificationCodegenBenchmark extends AbstractCodegenBenchmark
{
+
+ @Override
+ protected String getResource() {
+ return "dmn/Prequalification.dmn";
+ }
+
+ @Override
+ protected List<String> getAdditionalResources() {
+ return null;
+ }
+
+ @Override
+ protected String getNameSpace() {
+ return
"http://www.trisotech.com/definitions/_f31e1f8e-d4ce-4a3a-ac3b-747efa6b3401";;
+ }
+
+ @Override
+ protected String getModelName() {
+ return "Prequalification";
+ }
+
+ @Override
+ protected Map<String, Object> getInputData() {
+ Map<String, Object> borrower = prototype(entry("Monthly Income", 100),
entry("Monthly Other Debt", 20));
+ return prototype(entry("Credit Score", 350),
+ entry("Loan Amount", 15),
+ entry("Appraised Value", 10),
+ entry("Best Rate", 5),
+ entry("Borrower", borrower));
+ }
+
+ @Setup()
+ public void setupModelAndContext() {
+ super.setupModelAndContext();
+ }
+
+ @Benchmark
+ public Object evaluateModelBenchmark() {
+ return super.evaluateModelBenchmark();
+ }
+
+
+ public static void main(String[] args) throws Exception {
+ PrequalificationCodegenBenchmark a = new
PrequalificationCodegenBenchmark();
+ a.setupModelAndContext();
+ System.out.println(a.evaluateModelBenchmark());
+ }
+
+
+}
diff --git
a/drools-benchmarks-parent/drools-benchmarks/src/main/resources/dmn/Imported_Model_Unamed.dmn
b/drools-benchmarks-parent/drools-benchmarks/src/main/resources/dmn/Imported_Model_Unamed.dmn
new file mode 100644
index 00000000..d5508b66
--- /dev/null
+++
b/drools-benchmarks-parent/drools-benchmarks/src/main/resources/dmn/Imported_Model_Unamed.dmn
@@ -0,0 +1,86 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!--
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF 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.
+ -->
+
+<dmn:definitions
xmlns="http://www.trisotech.com/dmn/definitions/_f27bb64b-6fc7-4e1f-9848-11ba35e0df44";
+ xmlns:dc="http://www.omg.org/spec/DMN/20180521/DC/";
+ xmlns:di="http://www.omg.org/spec/DMN/20180521/DI/";
+ xmlns:dmndi="https://www.omg.org/spec/DMN/20230324/DMNDI/";
+ xmlns:feel="https://www.omg.org/spec/DMN/20230324/FEEL/";
+ xmlns:dmn="https://www.omg.org/spec/DMN/20230324/MODEL/";
+ xmlns:tc="http://www.omg.org/spec/DMN/20160719/testcase";
+ xmlns:xsd="http://www.w3.org/2001/XMLSchema";
+ xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance";
+ exporter="DMN Modeler"
+ exporterVersion="6.0.3.201802231629"
+ id="_f27bb64b-6fc7-4e1f-9848-11ba35e0df44"
+ name="Imported Model"
+
namespace="http://www.trisotech.com/dmn/definitions/_f27bb64b-6fc7-4e1f-9848-11ba35e0df44";>
+ <dmn:extensionElements>
+ </dmn:extensionElements>
+ <dmn:itemDefinition id="_63824D3F-9173-446D-A940-6A7F0FA056BB"
name="tPerson" isCollection="false">
+ <dmn:itemComponent id="_9bb0759c-b3c1-482f-87f5-c047dc65cef0" name="name">
+ <dmn:typeRef>string</dmn:typeRef>
+ </dmn:itemComponent>
+ <dmn:itemComponent id="_929acc15-101c-4e49-9b11-494fff411e50" name="age">
+ <dmn:typeRef>number</dmn:typeRef>
+ </dmn:itemComponent>
+ </dmn:itemDefinition>
+ <dmn:inputData id="_51190b90-924d-479b-872b-4c6f3486c2cb" name="A Person">
+ <dmn:variable id="_44a44de4-c0ab-408e-9ba9-983d8ec2f6b5"
+ name="A Person"
+ typeRef="tPerson"/>
+ </dmn:inputData>
+ <dmn:inputData id="_51190b90-924d-479b-872b-4c6f3486c2de" name="An Imported
Person">
+ <dmn:variable id="_44a44de4-c0ab-408e-9ba9-983d8ec2f6c6"
+ name="An Imported Person"
+ typeRef="tPerson"/>
+ </dmn:inputData>
+ <dmn:decision id="_bf4a9628-15ae-4887-97f2-7099426cb61g" name="Remote
Greeting">
+ <dmn:variable id="_ecc6e0bb-a0af-4e99-aac6-5b8bed09c549"
+ name="Remote Greeting"
+ typeRef="string"/>
+ <dmn:informationRequirement>
+ <dmn:requiredInput href="#_51190b90-924d-479b-872b-4c6f3486c2de"/>
+ </dmn:informationRequirement>
+ <dmn:knowledgeRequirement>
+ <dmn:requiredKnowledge href="#_32543811-b499-4608-b784-6c6f294b1c58"/>
+ </dmn:knowledgeRequirement>
+ <dmn:literalExpression
xmlns:triso="http://www.trisotech.com/2015/triso/modeling";
+ id="_d7e6836b-8491-487a-a653-5735daa85bf2"
+ triso:unparsed="true">
+ <dmn:text>Say Hello( An Imported Person )</dmn:text>
+ </dmn:literalExpression>
+ </dmn:decision>
+
+ <dmn:businessKnowledgeModel id="_32543811-b499-4608-b784-6c6f294b1c58"
name="Say Hello">
+ <dmn:variable id="_a8eb10e1-30e6-40d8-a564-a868f4e0af34"
+ name="Say Hello"
+ typeRef="string"/>
+ <dmn:encapsulatedLogic kind="FEEL"
id="_acbb96c9-34a3-4628-8179-dfc5f583e695">
+ <dmn:formalParameter id="_4a626f74-2ecc-4759-b76a-04baec6b795d"
+ name="Person"
+ typeRef="tPerson"/>
+ <dmn:literalExpression id="_c173a894-3719-4d2f-a365-25850e217310">
+ <dmn:text>"Hello " + Person.name + "!"</dmn:text>
+ </dmn:literalExpression>
+ </dmn:encapsulatedLogic>
+ </dmn:businessKnowledgeModel>
+
+</dmn:definitions>
diff --git
a/drools-benchmarks-parent/drools-benchmarks/src/main/resources/dmn/Importing_EmptyNamed_Model_With_Href_Namespace.dmn
b/drools-benchmarks-parent/drools-benchmarks/src/main/resources/dmn/Importing_EmptyNamed_Model_With_Href_Namespace.dmn
new file mode 100644
index 00000000..71587298
--- /dev/null
+++
b/drools-benchmarks-parent/drools-benchmarks/src/main/resources/dmn/Importing_EmptyNamed_Model_With_Href_Namespace.dmn
@@ -0,0 +1,93 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!--
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF 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.
+ -->
+
+<dmn:definitions
xmlns="http://www.trisotech.com/dmn/definitions/_f79aa7a4-f9a3-410a-ac95-bea496edabgc";
+ xmlns:dc="http://www.omg.org/spec/DMN/20180521/DC/";
+ xmlns:di="http://www.omg.org/spec/DMN/20180521/DI/";
+
xmlns:dmndi="https://www.omg.org/spec/DMN/20230324/DMNDI/";
+ xmlns:feel="https://www.omg.org/spec/DMN/20230324/FEEL/";
+ xmlns:dmn="https://www.omg.org/spec/DMN/20230324/MODEL/";
+ xmlns:tc="http://www.omg.org/spec/DMN/20160719/testcase";
+ xmlns:xsd="http://www.w3.org/2001/XMLSchema";
+ xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance";
+ exporter="DMN Modeler"
+ exporterVersion="6.0.3.201802231629"
+ id="_f79aa7a4-f9a3-410a-ac95-bea496edabgc"
+ name="Importing empty-named Model"
+
namespace="http://www.trisotech.com/dmn/definitions/_f79aa7a4-f9a3-410a-ac95-bea496edabgc";>
+ <dmn:extensionElements>
+ </dmn:extensionElements>
+ <dmn:import xmlns:drools="http://www.drools.org/kie/dmn/1.1";
+ xmlns:triso="http://www.trisotech.com/2015/triso/modeling";
+
importType="http://www.omg.org/spec/DMN1-2Alpha/20160929/MODEL";
+
namespace="http://www.trisotech.com/dmn/definitions/_f27bb64b-6fc7-4e1f-9848-11ba35e0df44";
+ name=""
+ drools:modelName="Imported Model"
+
triso:fileId="eyJmIjp7InNrdSI6IjEwMmM0MDQ3LTg5NjctNGI3ZS1hODgxLTBhY2ZkNWJjOTAwMiIsIm5hbWUiOiJJbXBvcnRlZCBNb2RlbCJ9fQ=="
+ triso:fileName="Edson Tirelli/Imported Model"/>
+ <dmn:decision id="_bf4a9628-15ae-4887-97f2-7099426cb60f" name="Local
Greeting">
+ <dmn:variable id="_ecc6e0bb-a0af-4e99-aac6-5b8bed09c538"
+ name="Local Greeting"
+ typeRef="string"/>
+ <dmn:informationRequirement>
+ <dmn:requiredInput
href="http://www.trisotech.com/dmn/definitions/_f27bb64b-6fc7-4e1f-9848-11ba35e0df44#_51190b90-924d-479b-872b-4c6f3486c2cb"/>
+ </dmn:informationRequirement>
+ <dmn:knowledgeRequirement>
+ <dmn:requiredKnowledge href="#_42543811-b499-4608-b784-6c6f294b1c59"/>
+ </dmn:knowledgeRequirement>
+ <dmn:literalExpression
xmlns:triso="http://www.trisotech.com/2015/triso/modeling";
+ id="_d7e6836b-8491-487a-a653-5735daa85be1"
+ triso:unparsed="true">
+ <dmn:text>Local Hello( A Person )</dmn:text>
+ </dmn:literalExpression>
+ </dmn:decision>
+
+ <dmn:decision id="_bf4a9628-15ae-4887-97f2-7099426cb60g" name="Imported
Greeting">
+ <dmn:variable id="_ecc6e0bb-a0af-4e99-aac6-5b8bed09c539"
+ name="Imported Greeting"
+ typeRef="string"/>
+ <dmn:informationRequirement>
+ <dmn:requiredInput
href="http://www.trisotech.com/dmn/definitions/_f27bb64b-6fc7-4e1f-9848-11ba35e0df44#_51190b90-924d-479b-872b-4c6f3486c2cb"/>
+ </dmn:informationRequirement>
+ <dmn:knowledgeRequirement>
+ <dmn:requiredKnowledge
href="http://www.trisotech.com/dmn/definitions/_f27bb64b-6fc7-4e1f-9848-11ba35e0df44#_32543811-b499-4608-b784-6c6f294b1c58"/>
+ </dmn:knowledgeRequirement>
+ <dmn:literalExpression
xmlns:triso="http://www.trisotech.com/2015/triso/modeling";
+ id="_d7e6836b-8491-487a-a653-5735daa85be2"
+ triso:unparsed="true">
+ <dmn:text>Say Hello( A Person )</dmn:text>
+ </dmn:literalExpression>
+ </dmn:decision>
+
+ <dmn:businessKnowledgeModel id="_42543811-b499-4608-b784-6c6f294b1c59"
name="Local Hello">
+ <dmn:variable id="_a8eb10e1-30e6-40d8-a564-a868f4e0af45"
+ name="Local Hello"
+ typeRef="string"/>
+ <dmn:encapsulatedLogic kind="FEEL"
id="_acbb96c9-34a3-4628-8179-dfc5f583e695">
+ <dmn:formalParameter id="_4a626f74-2ecc-4759-b76a-04baec6b795d"
+ name="Person"
+ typeRef="tPerson"/>
+ <dmn:literalExpression id="_c173a894-3719-4d2f-a365-25850e217310">
+ <dmn:text>"Local Hello " + Person.name + "!"</dmn:text>
+ </dmn:literalExpression>
+ </dmn:encapsulatedLogic>
+ </dmn:businessKnowledgeModel>
+
+</dmn:definitions>
diff --git
a/drools-benchmarks-parent/drools-benchmarks/src/main/resources/dmn/Prequalification.dmn
b/drools-benchmarks-parent/drools-benchmarks/src/main/resources/dmn/Prequalification.dmn
new file mode 100644
index 00000000..d403e76d
--- /dev/null
+++
b/drools-benchmarks-parent/drools-benchmarks/src/main/resources/dmn/Prequalification.dmn
@@ -0,0 +1,856 @@
+<?xml version="1.0" encoding="utf-8" standalone="yes"?>
+<!--
+ Licensed to the Apache Software Foundation (ASF) under one
+ or more contributor license agreements. See the NOTICE file
+ distributed with this work for additional information
+ regarding copyright ownership. The ASF 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.
+ -->
+
+<semantic:definitions
xmlns:semantic="http://www.omg.org/spec/DMN/20180521/MODEL/";
xmlns:rss="http://purl.org/rss/2.0/";
xmlns:di="http://www.omg.org/spec/DMN/20180521/DI/";
xmlns:feel="http://www.omg.org/spec/DMN/20180521/FEEL/";
xmlns:trisofeed="http://trisotech.com/feed";
xmlns:trisodmn="http://www.trisotech.com/2016/triso/dmn";
xmlns:dmndi="http://www.omg.org/spec/DMN/20180521/DMNDI/";
xmlns:triso="http://www.trisotech.com/2015/triso/modeling";
xmlns:xsi="http://www.w3.org/2001/XMLSchema-in [...]
+ <semantic:extensionElements/>
+ <semantic:itemDefinition name="tRiskCategory" label="tRiskCategory"
isCollection="false">
+ <semantic:typeRef>string</semantic:typeRef>
+ <semantic:allowedValues triso:constraintsType="enumeration">
+ <semantic:extensionElements>
+ <triso:constraintDetails>
+ <triso:display>"High", "Medium", "Low"</triso:display>
+ <triso:choices>
+ <triso:value>"High"</triso:value>
+ <triso:display>"High"</triso:display>
+ </triso:choices>
+ <triso:choices>
+ <triso:value>"Medium"</triso:value>
+ <triso:display>"Medium"</triso:display>
+ </triso:choices>
+ <triso:choices>
+ <triso:value>"Low"</triso:value>
+ <triso:display>"Low"</triso:display>
+ </triso:choices>
+ </triso:constraintDetails>
+ </semantic:extensionElements>
+ <semantic:text>"High","Medium","Low"</semantic:text>
+ </semantic:allowedValues>
+ </semantic:itemDefinition>
+ <semantic:itemDefinition name="tCreditScore" label="tCreditScore"
isCollection="false">
+ <semantic:typeRef>number</semantic:typeRef>
+ <semantic:allowedValues triso:constraintsType="simple">
+ <semantic:extensionElements>
+ <triso:constraintDetails min="300" minIncluded="true"
max="850" maxIncluded="true">
+ <triso:display>[300..850]</triso:display>
+ </triso:constraintDetails>
+ </semantic:extensionElements>
+ <semantic:text>[300..850]</semantic:text>
+ </semantic:allowedValues>
+ </semantic:itemDefinition>
+ <semantic:itemDefinition name="tClientHistoryCategory"
label="tClientHistoryCategory" isCollection="false">
+ <semantic:typeRef>string</semantic:typeRef>
+ <semantic:allowedValues triso:constraintsType="enumeration">
+ <semantic:extensionElements>
+ <triso:constraintDetails>
+ <triso:display>"Excellent", "Good", "Problem", "Not a
client"</triso:display>
+ <triso:choices>
+ <triso:value>"Excellent"</triso:value>
+ <triso:display>"Excellent"</triso:display>
+ </triso:choices>
+ <triso:choices>
+ <triso:value>"Good"</triso:value>
+ <triso:display>"Good"</triso:display>
+ </triso:choices>
+ <triso:choices>
+ <triso:value>"Problem"</triso:value>
+ <triso:display>"Problem"</triso:display>
+ </triso:choices>
+ <triso:choices>
+ <triso:value>"Not a client"</triso:value>
+ <triso:display>"Not a client"</triso:display>
+ </triso:choices>
+ </triso:constraintDetails>
+ </semantic:extensionElements>
+ <semantic:text>"Excellent","Good","Problem","Not a
client"</semantic:text>
+ </semantic:allowedValues>
+ </semantic:itemDefinition>
+ <semantic:itemDefinition name="tLoan" label="tLoan" isCollection="false">
+ <semantic:itemComponent id="_7f83de25-a58e-4337-a8e1-4720ddf8e7fc"
name="Amount" isCollection="false">
+ <semantic:typeRef>number</semantic:typeRef>
+ </semantic:itemComponent>
+ <semantic:itemComponent id="_9fcb72a9-204a-43e6-b096-5e4569682f31"
name="Rate" isCollection="false">
+ <semantic:typeRef>number</semantic:typeRef>
+ </semantic:itemComponent>
+ <semantic:itemComponent id="_01aebf6c-a9c2-439b-81ec-6b603a43b0e2"
name="Term" isCollection="false">
+ <semantic:typeRef>number</semantic:typeRef>
+ </semantic:itemComponent>
+ </semantic:itemDefinition>
+ <semantic:itemDefinition name="tLoanApproval" label="tLoanApproval"
isCollection="false">
+ <semantic:typeRef>string</semantic:typeRef>
+ <semantic:allowedValues triso:constraintsType="enumeration">
+ <semantic:extensionElements>
+ <triso:constraintDetails>
+ <triso:display>"Approved", "Declined"</triso:display>
+ <triso:choices>
+ <triso:value>"Approved"</triso:value>
+ <triso:display>"Approved"</triso:display>
+ </triso:choices>
+ <triso:choices>
+ <triso:value>"Declined"</triso:value>
+ <triso:display>"Declined"</triso:display>
+ </triso:choices>
+ </triso:constraintDetails>
+ </semantic:extensionElements>
+ <semantic:text>"Approved","Declined"</semantic:text>
+ </semantic:allowedValues>
+ </semantic:itemDefinition>
+ <semantic:itemDefinition name="tBorrower" label="tBorrower"
isCollection="false">
+ <semantic:itemComponent id="_492b19ea-f5b8-45cc-a734-33224a232b7a"
name="Monthly Income" isCollection="false">
+ <semantic:typeRef>number</semantic:typeRef>
+ </semantic:itemComponent>
+ <semantic:itemComponent id="_90114bc8-9c5d-44e0-8e70-76432eded526"
name="Monthly Other Debt" isCollection="false">
+ <semantic:typeRef>number</semantic:typeRef>
+ </semantic:itemComponent>
+ </semantic:itemDefinition>
+ <semantic:itemDefinition name="tPrequalification"
label="tPrequalification" isCollection="false">
+ <semantic:typeRef>string</semantic:typeRef>
+ <semantic:allowedValues triso:constraintsType="enumeration">
+ <semantic:extensionElements>
+ <triso:constraintDetails>
+ <triso:display>"Approved", "Declined"</triso:display>
+ <triso:choices>
+ <triso:value>"Approved"</triso:value>
+ <triso:display>"Approved"</triso:display>
+ </triso:choices>
+ <triso:choices>
+ <triso:value>"Declined"</triso:value>
+ <triso:display>"Declined"</triso:display>
+ </triso:choices>
+ </triso:constraintDetails>
+ </semantic:extensionElements>
+ <semantic:text>"Approved","Declined"</semantic:text>
+ </semantic:allowedValues>
+ </semantic:itemDefinition>
+ <semantic:decisionService id="_f31e1f8e-d4ce-4a3a-ac3b-747efa6b3401_DS"
name="Whole Model Decision Service" triso:dynamicDecisionService="true"
triso:wholeModelService="true">
+ <semantic:variable name="Whole Model Decision Service"
id="_f31e1f8e-d4ce-4a3a-ac3b-747efa6b3401_DS_VAR" typeRef="Any"/>
+ <semantic:outputDecision
href="#_e35ff5d4-e434-47ed-a61a-732820701361"/>
+ <semantic:encapsulatedDecision
href="#_9b7aab39-b371-43cf-b38d-3af96da6e33f"/>
+ <semantic:encapsulatedDecision
href="#_3f61dc6f-7983-4924-8df6-adf52cc2568e"/>
+ <semantic:encapsulatedDecision
href="#_c9383845-c41d-41a1-a5c5-ef6e3701dfe3"/>
+ <semantic:encapsulatedDecision
href="#_28200295-9a9d-43df-bc83-a59177e833e0"/>
+ <semantic:inputData href="#_7d6600c6-b728-47fc-86ee-efab4b8cb4c8"/>
+ <semantic:inputData href="#_ae906c5d-867c-4730-9156-de8fda91e886"/>
+ <semantic:inputData href="#_03c86778-31e0-442b-a880-8bcc829f76b3"/>
+ <semantic:inputData href="#_f595f4ae-02de-48d1-8cf4-9eb5407abc20"/>
+ <semantic:inputData href="#_a9e6848a-f744-4b89-a1c5-2030567c6dcd"/>
+ </semantic:decisionService>
+ <semantic:decisionService id="_aebd3344-168d-4ed8-97de-5eee469cfb51_DS"
name="Diagram Loan Prequalification" triso:dynamicDecisionService="true">
+ <semantic:variable name="Diagram Loan Prequalification"
id="_aebd3344-168d-4ed8-97de-5eee469cfb51_DS_VAR" typeRef="Any"/>
+ <semantic:outputDecision
href="#_e35ff5d4-e434-47ed-a61a-732820701361"/>
+ <semantic:encapsulatedDecision
href="#_9b7aab39-b371-43cf-b38d-3af96da6e33f"/>
+ <semantic:encapsulatedDecision
href="#_3f61dc6f-7983-4924-8df6-adf52cc2568e"/>
+ <semantic:encapsulatedDecision
href="#_c9383845-c41d-41a1-a5c5-ef6e3701dfe3"/>
+ <semantic:encapsulatedDecision
href="#_28200295-9a9d-43df-bc83-a59177e833e0"/>
+ <semantic:inputData href="#_7d6600c6-b728-47fc-86ee-efab4b8cb4c8"/>
+ <semantic:inputData href="#_ae906c5d-867c-4730-9156-de8fda91e886"/>
+ <semantic:inputData href="#_03c86778-31e0-442b-a880-8bcc829f76b3"/>
+ <semantic:inputData href="#_f595f4ae-02de-48d1-8cf4-9eb5407abc20"/>
+ <semantic:inputData href="#_a9e6848a-f744-4b89-a1c5-2030567c6dcd"/>
+ </semantic:decisionService>
+ <semantic:decision id="_e35ff5d4-e434-47ed-a61a-732820701361"
name="Qualified?">
+ <semantic:variable name="Qualified?"
id="_f650549a-a1fe-4540-a1f1-b99e258c8216" typeRef="boolean"/>
+ <semantic:informationRequirement
id="_c128f1b6-773f-4bbe-b5df-e11dad7103c3">
+ <semantic:requiredDecision
href="#_9b7aab39-b371-43cf-b38d-3af96da6e33f"/>
+ </semantic:informationRequirement>
+ <semantic:informationRequirement
id="_f29eca2e-8a63-4cb3-a916-6ebd6898335a">
+ <semantic:requiredInput
href="#_7d6600c6-b728-47fc-86ee-efab4b8cb4c8"/>
+ </semantic:informationRequirement>
+ <semantic:informationRequirement
id="_054da4ef-e280-4f9d-a5fd-1418245a09cb">
+ <semantic:requiredDecision
href="#_c9383845-c41d-41a1-a5c5-ef6e3701dfe3"/>
+ </semantic:informationRequirement>
+ <semantic:context id="_56c904da-ced8-4f7c-9829-3795b7772a51"
triso:descriptionVisible="false" typeRef="boolean"
triso:expressionId="_95d732f6-8103-4087-b840-a85a126a4860">
+ <semantic:contextEntry id="_dd711cf6-bdd4-4508-a9d8-adfba6555ba5">
+ <semantic:variable name="Qualification"
id="_d60e5812-5ee3-423e-a204-24735690a610" typeRef="tPrequalification"/>
+ <semantic:decisionTable triso:descriptionVisible="false"
id="_3648c528-dded-4a47-b6b2-1fea2d8e7d90" hitPolicy="PRIORITY"
outputLabel="Qualification">
+ <semantic:input id="_f8c89fb5-e188-4364-a6c4-d6498202e16c"
label="LTV">
+ <semantic:inputExpression typeRef="number">
+ <semantic:text>LTV</semantic:text>
+ </semantic:inputExpression>
+ </semantic:input>
+ <semantic:input id="_944c608f-aa77-4c70-9249-d21f018b3c82"
label="DTI">
+ <semantic:inputExpression typeRef="number">
+ <semantic:text>DTI</semantic:text>
+ </semantic:inputExpression>
+ </semantic:input>
+ <semantic:input id="_98a0aa51-a5a5-442f-bf43-1f84bbd0c1da"
label="Credit Score">
+ <semantic:inputExpression typeRef="tCreditScore">
+ <semantic:text>Credit Score</semantic:text>
+ </semantic:inputExpression>
+ <semantic:inputValues triso:constraintsType="simple">
+ <semantic:text>[300..850]</semantic:text>
+ </semantic:inputValues>
+ </semantic:input>
+ <semantic:output
id="_9e50edf8-5cd0-4550-8b8e-15e12dae0fbb">
+ <semantic:outputValues
triso:constraintsType="enumeration">
+
<semantic:text>"Approved","Declined"</semantic:text>
+ </semantic:outputValues>
+ </semantic:output>
+ <semantic:annotation name="Description"/>
+ <semantic:rule id="_ca951e33-92a3-4f32-beea-44daf50b3e79">
+ <semantic:inputEntry
id="_58727250-5af4-4293-b6e8-96a935174ec6">
+ <semantic:text><=0.75</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_ac113466-0891-483b-a750-8d1cb1bf65b3">
+ <semantic:text><=0.36</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_587d5779-794d-4bae-9205-2ce540a3031d">
+ <semantic:text>>=620</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_b4504ae2-de8f-43e9-8e4d-d16a17c38907">
+ <semantic:text>"Approved"</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_3f573cbb-6c1e-4657-a0ca-363e602bb517">
+ <semantic:inputEntry
id="_80c7c123-d844-4148-9464-d0896dab8cad">
+ <semantic:text><=0.75</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_8f4fa077-12f7-4cf8-82dc-9ad112e3d145">
+ <semantic:text>(0.36..0.45]</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_35673e88-b332-45ba-8f39-a6c0a772eca7">
+ <semantic:text>>=640</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_589909ba-44b1-4b9d-a8a6-c47cfffb008a">
+ <semantic:text>"Approved"</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_1686564d-04bc-4778-be80-382907eae554">
+ <semantic:inputEntry
id="_3985b512-774e-4200-85ba-7bcdf71f89d9">
+ <semantic:text>(0.75..0.80]</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_53ad223b-36ab-4693-9d22-be3e0a0f68e3">
+ <semantic:text><=0.36</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_9514b6d0-9fce-4236-8a88-aa05b7f6602f">
+ <semantic:text>>=680</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_bb06b595-82e8-492b-8360-2121df5ceaa9">
+ <semantic:text>"Approved"</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_f783405e-b9d0-4e96-8910-8776ad4bfd6b">
+ <semantic:inputEntry
id="_13803bc8-90f1-4147-b1af-954d5cba2eb5">
+ <semantic:text>(0.75..0.80]</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_b4ec8149-d209-4ee9-b455-47de2b9cff29">
+ <semantic:text>(0.36..0.45]</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_e596d6f4-23ed-4681-bf14-802cf5253d33">
+ <semantic:text>>=700</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_d2c077f8-d494-4b00-8dfa-e969fc5c8dac">
+ <semantic:text>"Approved"</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_0552edd0-c5c7-48b1-bb04-e8e6ca55d3ff">
+ <semantic:inputEntry
id="_5c138042-2a26-4045-9c3f-78f3561b1742">
+ <semantic:text>-</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_dcb019b1-27f0-4626-821a-453fd3a6f7c5">
+ <semantic:text>-</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_275e02f5-06d5-4224-9425-546a20eb30ef">
+ <semantic:text>-</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_3313756f-8956-4e66-be38-e5d22d84038b">
+ <semantic:text>"Declined"</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ </semantic:decisionTable>
+ </semantic:contextEntry>
+ <semantic:contextEntry id="_978c2f30-ae0f-43b0-9390-20cdf4be405e">
+ <semantic:literalExpression
id="_cff652ba-ffb6-4fba-a5f0-93607ac83b67">
+ <semantic:text>Qualification = "Approved"</semantic:text>
+ </semantic:literalExpression>
+ </semantic:contextEntry>
+ </semantic:context>
+ </semantic:decision>
+ <semantic:decision id="_9b7aab39-b371-43cf-b38d-3af96da6e33f" name="DTI">
+ <semantic:variable name="DTI"
id="_2475c53d-fda2-44ca-a38c-e699cf6fa6e7" typeRef="number"/>
+ <semantic:informationRequirement
id="_fb9d3cc3-9bc9-440a-9ecc-6599abf8f005">
+ <semantic:requiredDecision
href="#_3f61dc6f-7983-4924-8df6-adf52cc2568e"/>
+ </semantic:informationRequirement>
+ <semantic:informationRequirement
id="_7e78832f-ea1e-45d3-be38-f6f292a3023a">
+ <semantic:requiredInput
href="#_a9e6848a-f744-4b89-a1c5-2030567c6dcd"/>
+ </semantic:informationRequirement>
+ <semantic:literalExpression id="_98fcda57-780e-423a-9072-ccda314ef917"
triso:descriptionVisible="false" typeRef="number"
triso:expressionId="_ffd5db5f-4351-45ab-a8e6-20c12d5da50b">
+ <semantic:text>(Loan Payment+Borrower.Monthly Other
Debt)/Borrower.Monthly Income</semantic:text>
+ </semantic:literalExpression>
+ </semantic:decision>
+ <semantic:inputData id="_7d6600c6-b728-47fc-86ee-efab4b8cb4c8"
name="Credit Score">
+ <semantic:variable name="Credit Score"
id="_402a3331-c742-415e-9b3e-7b96e0098fe5" typeRef="tCreditScore"/>
+ </semantic:inputData>
+ <semantic:decision id="_3f61dc6f-7983-4924-8df6-adf52cc2568e" name="Loan
Payment">
+ <semantic:variable name="Loan Payment"
id="_cfca2a24-63dd-4248-a668-8cd3a7eef060" typeRef="number"/>
+ <semantic:informationRequirement
id="_18eb3d24-dc8f-4f0d-b74b-22c2c3e09797">
+ <semantic:requiredInput
href="#_ae906c5d-867c-4730-9156-de8fda91e886"/>
+ </semantic:informationRequirement>
+ <semantic:informationRequirement
id="_e9502657-a284-4740-bc43-d032d7170590">
+ <semantic:requiredInput
href="#_f595f4ae-02de-48d1-8cf4-9eb5407abc20"/>
+ </semantic:informationRequirement>
+ <semantic:informationRequirement
id="_7ccd4ed4-616d-44d0-97cf-3041a583b7f5">
+ <semantic:requiredDecision
href="#_28200295-9a9d-43df-bc83-a59177e833e0"/>
+ </semantic:informationRequirement>
+ <semantic:knowledgeRequirement
id="_0e2a9aa6-ccd7-42a9-a27f-e0f9770aa75e">
+ <semantic:requiredKnowledge
href="#_fa6624e7-e741-446a-8574-3ab03195c0f0"/>
+ </semantic:knowledgeRequirement>
+ <semantic:context id="_917055c6-d0a2-4716-8253-25cffead70b9"
triso:descriptionVisible="false" typeRef="number"
triso:expressionId="_6a8b6112-8860-44cc-ae8c-e4448edfef06">
+ <semantic:contextEntry id="_7d82b426-5204-4089-8691-aa0035dc3351">
+ <semantic:variable name="adjustedRate"
id="_31eda72a-f01f-481c-82e5-071406fe261b" typeRef="number"/>
+ <semantic:literalExpression
id="_298a1fde-36f4-4a1d-a95f-e908c11dc700" triso:descriptionVisible="false">
+ <semantic:text>LLPA*.00125 + Best Rate</semantic:text>
+ </semantic:literalExpression>
+ </semantic:contextEntry>
+ <semantic:contextEntry id="_b3bc5c25-a35c-42dd-aa49-60fb272b58b5">
+ <semantic:variable name="amount"
id="_70b2ecbd-a7fe-4790-bf17-3472e757a1d2" typeRef="number"/>
+ <semantic:invocation
id="_d774a555-50b4-452b-bcf6-0c3f9deeb183" triso:descriptionVisible="false">
+ <semantic:literalExpression
id="literal__d774a555-50b4-452b-bcf6-0c3f9deeb183">
+ <semantic:text>payment</semantic:text>
+ </semantic:literalExpression>
+ <semantic:binding>
+ <semantic:parameter
id="_db866118-1a61-4df8-8753-845aa30d8ca0" name="principal"/>
+ <semantic:literalExpression
id="_354cd98a-9e13-444e-bd62-21096de00123" triso:descriptionVisible="false">
+ <semantic:text>Loan Amount</semantic:text>
+ </semantic:literalExpression>
+ </semantic:binding>
+ <semantic:binding>
+ <semantic:parameter
id="_465f3827-7d15-4f9b-8de9-b098f4cc2103" name="rate"/>
+ <semantic:literalExpression
id="_b7468e7a-d4d7-49b0-85fa-2070c3d28291" triso:descriptionVisible="false">
+ <semantic:text>adjustedRate</semantic:text>
+ </semantic:literalExpression>
+ </semantic:binding>
+ <semantic:binding>
+ <semantic:parameter
id="_cd7a6a66-a49b-428e-8a99-8e4fef6d3950" name="term"/>
+ <semantic:literalExpression
id="_11527b96-d9bc-4933-b52f-bed1ab8cc4e0" triso:descriptionVisible="false">
+ <semantic:text>360</semantic:text>
+ </semantic:literalExpression>
+ </semantic:binding>
+ </semantic:invocation>
+ </semantic:contextEntry>
+ <semantic:contextEntry id="_5398604e-1f4d-4a8a-a6ab-fc4a3e0c37ba">
+ <semantic:literalExpression
id="_c41c0cb2-fc8f-4b89-8cf1-4d53788d286b">
+ <semantic:text>decimal( amount, 2 )</semantic:text>
+ </semantic:literalExpression>
+ </semantic:contextEntry>
+ </semantic:context>
+ </semantic:decision>
+ <semantic:inputData id="_ae906c5d-867c-4730-9156-de8fda91e886" name="Loan
Amount">
+ <semantic:variable name="Loan Amount"
id="_b7a9e28f-cc86-43cf-9b8a-361ef107e4fa" typeRef="number"/>
+ </semantic:inputData>
+ <semantic:inputData id="_03c86778-31e0-442b-a880-8bcc829f76b3"
name="Appraised Value">
+ <semantic:variable name="Appraised Value"
id="_3ac2317a-cfed-4016-9c9c-73b3c7c77f00" typeRef="number"/>
+ </semantic:inputData>
+ <semantic:decision id="_c9383845-c41d-41a1-a5c5-ef6e3701dfe3" name="LTV">
+ <semantic:variable name="LTV"
id="_df70b92c-ffab-472a-90fc-1f03d58820f8" typeRef="number"/>
+ <semantic:informationRequirement
id="_6dd2571c-27a0-44ba-b7b9-d2f97282afaa">
+ <semantic:requiredInput
href="#_03c86778-31e0-442b-a880-8bcc829f76b3"/>
+ </semantic:informationRequirement>
+ <semantic:informationRequirement
id="_ae52e899-d256-4a8b-9e17-744209b6cb63">
+ <semantic:requiredInput
href="#_ae906c5d-867c-4730-9156-de8fda91e886"/>
+ </semantic:informationRequirement>
+ <semantic:literalExpression id="_893f8650-b841-43b4-9336-f76b903537b7"
triso:descriptionVisible="false" typeRef="number"
triso:expressionId="_88604b6f-aae4-4e90-8ade-85f83ab14e4f">
+ <semantic:text>Loan Amount/Appraised Value</semantic:text>
+ </semantic:literalExpression>
+ </semantic:decision>
+ <semantic:inputData id="_f595f4ae-02de-48d1-8cf4-9eb5407abc20" name="Best
Rate">
+ <semantic:variable name="Best Rate"
id="_c00daa2c-571b-4a3e-b46c-a05de0fd179b" typeRef="number"/>
+ </semantic:inputData>
+ <semantic:inputData id="_a9e6848a-f744-4b89-a1c5-2030567c6dcd"
name="Borrower">
+ <semantic:variable name="Borrower"
id="_85f222ba-a9b8-4b5e-8524-36679966c6cd" typeRef="tBorrower"/>
+ </semantic:inputData>
+ <semantic:businessKnowledgeModel
id="_fa6624e7-e741-446a-8574-3ab03195c0f0" name="payment">
+ <semantic:variable name="payment"
id="_5bc9b281-d1b1-455f-a341-6760424144df" typeRef="number"/>
+ <semantic:encapsulatedLogic id="_268dfc1d-6d87-409e-bebc-7d2f23bdeeee"
kind="FEEL" triso:descriptionVisible="false" typeRef="number"
triso:expressionId="_f8136604-9e35-487c-9a23-247fe0039ce4">
+ <semantic:formalParameter name="principal" typeRef="number"
id="_f304b43e-3105-42a9-bd6c-b91d93971084"/>
+ <semantic:formalParameter name="rate" typeRef="number"
id="_96be3089-d7db-4505-ac6c-a5481a882aae"/>
+ <semantic:formalParameter name="term" typeRef="number"
id="_8ae89bed-b697-4134-8dc5-17d109daff54"/>
+ <semantic:literalExpression
id="_0a57b7f8-00dd-4ce8-a13b-a4e34d16e23c" typeRef="number">
+
<semantic:text>principal*rate/12/(1-(1+rate/12)**-term)</semantic:text>
+ </semantic:literalExpression>
+ </semantic:encapsulatedLogic>
+ </semantic:businessKnowledgeModel>
+ <semantic:decision id="_28200295-9a9d-43df-bc83-a59177e833e0" name="LLPA">
+ <semantic:variable name="LLPA"
id="_ed9c9678-f403-4338-8354-cef981e6ff26" typeRef="number"/>
+ <semantic:informationRequirement
id="_7f2b1cbf-193b-4db8-b1c9-7dc7b385aa1f">
+ <semantic:requiredDecision
href="#_c9383845-c41d-41a1-a5c5-ef6e3701dfe3"/>
+ </semantic:informationRequirement>
+ <semantic:informationRequirement
id="_45902405-6770-420a-b9c7-149a92e8012f">
+ <semantic:requiredInput
href="#_7d6600c6-b728-47fc-86ee-efab4b8cb4c8"/>
+ </semantic:informationRequirement>
+ <semantic:decisionTable triso:descriptionVisible="false"
id="_ebd4055a-f98d-4ab9-b85e-6ada2a9aef7e" hitPolicy="ANY" outputLabel="LLPA"
typeRef="number" triso:expressionId="_22946a76-4ba6-471b-b0e6-c3979e8bf97d">
+ <semantic:input id="_07877c47-d124-43e9-a6e5-214d84e88f21"
label="LTV">
+ <semantic:inputExpression typeRef="number">
+ <semantic:text>LTV</semantic:text>
+ </semantic:inputExpression>
+ </semantic:input>
+ <semantic:input id="_89991ff4-7031-42d1-8309-358531ca2684"
label="Credit Score">
+ <semantic:inputExpression typeRef="tCreditScore">
+ <semantic:text>Credit Score</semantic:text>
+ </semantic:inputExpression>
+ <semantic:inputValues triso:constraintsType="simple">
+ <semantic:text>[300..850]</semantic:text>
+ </semantic:inputValues>
+ </semantic:input>
+ <semantic:output id="_f30c9245-c9c1-48ff-a6d3-8279374e2d3e"/>
+ <semantic:annotation name="Description"/>
+ <semantic:rule id="_8d33fa83-ffe2-4cf0-bd14-0e0be540781c">
+ <semantic:inputEntry
id="_560e24a7-788d-4402-a670-dc00611691c1">
+ <semantic:text><=0.60</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_590adfec-3dfa-4662-96ac-cf60bebe775f">
+ <semantic:text>>=660</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_549ab006-4a0f-4df9-be5d-246479b7fbb5">
+ <semantic:text>0</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_aeaf9162-a707-470b-9c8d-9805c9564916">
+ <semantic:inputEntry
id="_aaf2ed54-32db-4489-8845-561d9fa51fad">
+ <semantic:text><=0.60</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_84691f07-083a-4d9c-86bf-54f3a514b1f7">
+ <semantic:text>[620..660)</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_4e01cc86-368f-4a1f-b8a9-9a6ec32526a6">
+ <semantic:text>0.5</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_15d94e5c-b90a-421a-8451-3343d4781034">
+ <semantic:inputEntry
id="_5231b524-e93c-40e4-a0d2-41191a2f5c3d">
+ <semantic:text>(0.60..0.70]</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_8e8579e3-6c70-47aa-98aa-434aa4361edb">
+ <semantic:text>>=720</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_b04408cd-e344-4cf6-a3c0-dd8f699a35f1">
+ <semantic:text>0.25</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_02395691-28f1-486c-890f-91a34219ed86">
+ <semantic:inputEntry
id="_2594f41c-5348-4432-addb-b194fea328dd">
+ <semantic:text>(0.60..0.70]</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_c6831261-168c-4ebe-a791-169227754967">
+ <semantic:text>[680..720)</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_c844038a-d63d-4c6e-858d-ba2031d882d4">
+ <semantic:text>0.5</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_b7219454-2736-4255-af50-bec0c59f2d98">
+ <semantic:inputEntry
id="_ea6592ba-937b-470e-a4f9-37e60bfd2f8a">
+ <semantic:text>(0.60..0.70]</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_57dfe45d-969a-4c3e-9dbe-e595d9804784">
+ <semantic:text>[660..680)</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_de151ff4-6ae4-4437-9b93-69378dfe84d3">
+ <semantic:text>1.0</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_30d1fc00-39a8-438e-a089-c556c60a633f">
+ <semantic:inputEntry
id="_67d29ca5-60e3-4621-95fc-a8bc8e2992ce">
+ <semantic:text>(0.60..0.70]</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_a93cfa52-5fb8-4413-87e7-ae8b2490fd0a">
+ <semantic:text>[640..660)</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_cf442192-dcd6-468d-bb52-89f204994613">
+ <semantic:text>1.25</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_1ef3464a-54fe-4a17-aba3-d257460ee60f">
+ <semantic:inputEntry
id="_df5d1342-4452-46b9-ab85-d2c352eb573a">
+ <semantic:text>(0.60..0.70]</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_44314c44-f4e2-429b-910d-1d70fa30042a">
+ <semantic:text>[620..640)</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_984ce4f2-00a7-4e27-87fd-6c11eed20ca7">
+ <semantic:text>1.5</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_565e4364-b8ed-42d1-9b84-7b71e238180b">
+ <semantic:inputEntry
id="_ed35f38e-87f6-42f8-90f9-b2645d2d9247">
+ <semantic:text>(0.70..0.75]</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_58461f1c-086e-454d-ae50-edd4af2b22e7">
+ <semantic:text>>=740</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_13913b76-2041-4c39-8d89-31faed2fa33e">
+ <semantic:text>0.25</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_05cbd274-4829-4347-bf99-c42ce3ad07c8">
+ <semantic:inputEntry
id="_b4aec379-38a1-4bb4-9dcb-4364b4eb588b">
+ <semantic:text>(0.70..0.75]</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_99cd4af3-ff48-468e-a4f2-1482a457ed14">
+ <semantic:text>[720..740)</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_27e35743-831f-498a-a2e9-0b72c8fd1703">
+ <semantic:text>0.5</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_e684c90e-3a0c-4f1f-a7bc-7665ca0f3b20">
+ <semantic:inputEntry
id="_725f1d97-87d6-4b7c-9b1d-16ca69a85494">
+ <semantic:text>(0.70..0.75]</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_32f41eb2-c3ea-449f-b035-cd60e9063636">
+ <semantic:text>[700..720)</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_8e4d2a90-2f0e-4ab3-a02f-e5ff483b9549">
+ <semantic:text>1.0</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_6a693e35-1eee-4348-84f0-859421d20096">
+ <semantic:inputEntry
id="_a67a0a8e-ba5b-4677-a9a9-893a46950530">
+ <semantic:text>(0.70..0.75]</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_d49f59f8-6a27-47d4-ab71-752c7b0a9296">
+ <semantic:text>[680..700)</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_0d144cc9-a0d8-43a9-840b-c446f759557c">
+ <semantic:text>1.25</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_819de2c9-a66a-423a-8b27-3e20096cdc7a">
+ <semantic:inputEntry
id="_909df2b4-a709-410a-96e5-8de595bfbcd8">
+ <semantic:text>(0.70..0.75]</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_c9b0c19c-e2e1-4427-883c-7722b8b0bcc5">
+ <semantic:text>[660..680)</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_2f43662c-3cff-4946-8d66-3aaa990b22ba">
+ <semantic:text>2.25</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_5593d0a0-e67c-4ffc-a285-6cb0ed4ca8c2">
+ <semantic:inputEntry
id="_ee53f55a-b949-417b-bace-1b760b33b78a">
+ <semantic:text>(0.70..0.75]</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_a2e89195-2612-4a66-a589-a449bbeaf0b6">
+ <semantic:text>[640..660)</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_88534438-4596-47dc-ad40-b2addaefb965">
+ <semantic:text>2.75</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_8f2fd13c-216d-4258-80f3-5cafb39485c4">
+ <semantic:inputEntry
id="_99ad0e43-50f4-474f-abec-49e455b6236f">
+ <semantic:text>(0.70..0.75]</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_4a5b0d1a-915a-4f44-b55a-e5a348570b19">
+ <semantic:text>[620..640)</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_d08d9eba-6f3b-4a00-9d54-a11041984652">
+ <semantic:text>3.0</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_319f16e3-7bec-4792-bc45-ad1d02e143c2">
+ <semantic:inputEntry
id="_ef889a48-a2d3-48e7-b34e-fe0456efccb1">
+ <semantic:text>(0.75..0.80]</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_56300d76-65e1-46de-8423-2daf5f893d10">
+ <semantic:text>>=740</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_77521cd0-14ac-48dd-8872-ab3780b2020d">
+ <semantic:text>0.5</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_de762722-4fdf-4da1-81af-54b50fda2ff5">
+ <semantic:inputEntry
id="_95eb1d7f-c438-49a0-ade1-7b16486d83f0">
+ <semantic:text>(0.75..0.80]</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_6e37aaf3-4258-413d-ae6d-61cd7de18b12">
+ <semantic:text>[720..740)</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_841b93a9-9659-4fc9-b5c4-d51e87883bbd">
+ <semantic:text>0.75</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_d101cd00-4c19-4e6b-bf79-73d5ca54a807">
+ <semantic:inputEntry
id="_59556af6-f58a-46bd-b477-3cd2b86dd6ea">
+ <semantic:text>(0.75..0.80]</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_dda049fa-df2a-40cd-bbf2-db06e1ec2814">
+ <semantic:text>[700..720)</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_e0f42be7-b8dc-44b3-9b75-5257eb9d276c">
+ <semantic:text>1.25</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_2dbc711d-49f7-4ef4-82c7-c5e6331c9256">
+ <semantic:inputEntry
id="_18513898-8d3b-41a2-b25b-c49ca6985e18">
+ <semantic:text>(0.75..0.80]</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_7f7bfabd-e320-439d-b6d8-29ca023ebf08">
+ <semantic:text>[680..700)</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_f2adf415-8530-463e-b005-8101cc88990b">
+ <semantic:text>1.75</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_1b22d43a-28a2-4d11-b383-778141ef5bac">
+ <semantic:inputEntry
id="_29facb3b-8441-485f-967c-eb0076299ac9">
+ <semantic:text>(0.75..0.80]</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_204326f7-68ee-429f-ae28-aa8674627b84">
+ <semantic:text>[660..680)</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_7dfa7c6d-f7c9-4ffa-ab2c-57648c7ca132">
+ <semantic:text>2.75</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_7f490c1a-cb40-4d39-b6fd-d39f6b6a57df">
+ <semantic:inputEntry
id="_bcec8f90-e808-4d49-b521-a95483f98acb">
+ <semantic:text>(0.75..0.80]</semantic:text>
+ </semantic:inputEntry>
+ <semantic:inputEntry
id="_badbd3a2-e229-480a-8911-1764f976dffa">
+ <semantic:text>[620..660)</semantic:text>
+ </semantic:inputEntry>
+ <semantic:outputEntry
id="_994a4306-6951-4b7e-97f8-4163b9535cd7">
+ <semantic:text>3.0</semantic:text>
+ </semantic:outputEntry>
+ <semantic:annotationEntry>
+ <semantic:text/>
+ </semantic:annotationEntry>
+ </semantic:rule>
+ <semantic:rule id="_3bfc0980-8919-4650-badf-85b905ef9f15">
+ <semantic:inputEntry
id="_a8608e44-1f30-4b55-acf2-1ad8609e32aa">
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