Examples with PMMLRequestData org.kie.api.pmml.PMMLRequestData used on opensource projects

Example 16 with PMMLRequestData

use of org.kie.api.pmml.PMMLRequestData in project drools by kiegroup.

the class MiningSegmentTransferTest method testComplexResult.

@Test
public void testComplexResult() {
    MiningSegmentTransfer mst = new MiningSegmentTransfer(complexResult, "SEGMENT_2");
    mst.addResultToRequestMapping("firstObject", "object1");
    mst.addResultToRequestMapping("myComplex.varA", "stringFromMyComplex");
    mst.addResultToRequestMapping("myComplex.varB", "intValue");
    doBaselineAssertions(complexResult, mst);
    assertEquals(3, mst.getResultFieldNameToRequestFieldName().size());
    PMMLRequestData rqst = mst.getOutboundRequest();
    assertNotNull(rqst);
    assertEquals(complexResult.getCorrelationId(), rqst.getCorrelationId());
    Map<String, ParameterInfo> params = rqst.getMappedRequestParams();
    assertEquals(complexResult.getResultValue("firstObject", null), params.get("object1").getValue());
    assertEquals(complexResult.getResultValue("myComplex", "varA"), params.get("stringFromMyComplex").getValue());
    assertEquals(complexResult.getResultValue("myComplex", "varB"), params.get("intValue").getValue());
    System.out.println(rqst);
    System.out.println(complexResult);
}

Example 17 with PMMLRequestData

use of org.kie.api.pmml.PMMLRequestData in project drools by kiegroup.

the class DecisionTreeTest method testMissingTreeWeighted1.

@Test
public void testMissingTreeWeighted1() throws Exception {
    Resource res = ResourceFactory.newClassPathResource(source2);
    KieBase kbase = new KieHelper().addResource(res, ResourceType.PMML).build();
    RuleUnitExecutor executor = RuleUnitExecutor.create().bind(kbase);
    KieRuntimeLogger console = ((InternalRuleUnitExecutor) executor).addConsoleLogger();
    PMMLRequestData requestData = new PMMLRequestData("123", "Missing");
    requestData.addRequestParam(new ParameterInfo<>("123", "fld1", Double.class, -1.0));
    requestData.addRequestParam(new ParameterInfo<>("123", "fld2", Double.class, -1.0));
    requestData.addRequestParam(new ParameterInfo<>("123", "fld3", String.class, "optA"));
    PMML4Result resultHolder = new PMML4Result();
    // , requestData);
    DataSource<PMMLRequestData> data = executor.newDataSource("request");
    // , resultHolder);
    DataSource<PMML4Result> results = executor.newDataSource("results");
    DataSource<PMML4Data> pmmlData = executor.newDataSource("pmmlData");
    List<String> possiblePackages = calculatePossiblePackageNames("Missing");
    Class<? extends RuleUnit> unitClass = getStartingRuleUnit("RuleUnitIndicator", (InternalKnowledgeBase) kbase, possiblePackages);
    assertNotNull(unitClass);
    int x = executor.run(unitClass);
    data.insert(requestData);
    results.insert(resultHolder);
    int y = executor.run(unitClass);
    console.close();
    System.out.println(resultHolder);
    Collection<?> objects = ((InternalRuleUnitExecutor) executor).getSessionObjects();
    objects.forEach(o -> {
        System.out.println(o);
    });
    pmmlData.forEach(pd -> {
        System.out.println(pd);
    });
    AbstractTreeToken missingTreeToken = (AbstractTreeToken) resultHolder.getResultValue("MissingTreeToken", null);
    assertNotNull(missingTreeToken);
    assertEquals(0.8, missingTreeToken.getConfidence(), 0.0);
    assertEquals("null", missingTreeToken.getCurrent());
    assertEquals(50.0, missingTreeToken.getTotalCount(), 0.0);
    Object fld9 = resultHolder.getResultValue("Fld9", null);
    assertNotNull(fld9);
    String value = (String) resultHolder.getResultValue("Fld9", "value");
    assertNotNull(value);
    assertEquals("tgtX", value);
}

Example 18 with PMMLRequestData

use of org.kie.api.pmml.PMMLRequestData in project drools by kiegroup.

the class DecisionTreeTest method testLastPredictionMissingValueStrategy.

@Test
public void testLastPredictionMissingValueStrategy() {
    KieBase kieBase = PMMLKieBaseUtil.createKieBaseWithPMML(TREE_LAST_CHILD_MISSING_STRATEGY);
    PMMLExecutor executor = new PMMLExecutor(kieBase);
    PMMLRequestData request = new PMMLRequestData("123", "TreeTest");
    request.addRequestParam("fld1", 30.0);
    PMML4Result resultHolder = executor.run(request);
    Assertions.assertThat(resultHolder).isNotNull();
    String targetValue = resultHolder.getResultValue("Fld3", "value", String.class).orElse(null);
    Assertions.assertThat(targetValue).isEqualTo("tgtY");
    request = new PMMLRequestData("123", "TreeTest");
    request.addRequestParam("fld1", 100.0);
    resultHolder = executor.run(request);
    Assertions.assertThat(resultHolder).isNotNull();
    targetValue = resultHolder.getResultValue("Fld3", "value", String.class).orElse(null);
    Assertions.assertThat(targetValue).isEqualTo("tgtA");
}

Example 19 with PMMLRequestData

use of org.kie.api.pmml.PMMLRequestData in project drools by kiegroup.

the class DecisionTreeTest method testReturnNullNoTrueChildPredictionStrategy.

@Test
public void testReturnNullNoTrueChildPredictionStrategy() {
    KieBase kieBase = PMMLKieBaseUtil.createKieBaseWithPMML(TREE_RETURN_NULL_NOTRUECHILD_STRATEGY);
    PMMLExecutor executor = new PMMLExecutor(kieBase);
    PMMLRequestData request = new PMMLRequestData("123", "TreeTest");
    request.addRequestParam("fld1", 30.0);
    PMML4Result resultHolder = executor.run(request);
    Assertions.assertThat(resultHolder).isNotNull();
    String targetValue = resultHolder.getResultValue("Fld2", "value", String.class).orElse(null);
    Assertions.assertThat(targetValue).isEqualTo("tgtY");
    request = new PMMLRequestData("123", "TreeTest");
    request.addRequestParam("fld1", 50.0);
    resultHolder = executor.run(request);
    Assertions.assertThat(resultHolder).isNotNull();
    Assertions.assertThat(resultHolder.getResultValue("Fld2", "value", String.class)).isEmpty();
}

Example 20 with PMMLRequestData

use of org.kie.api.pmml.PMMLRequestData in project drools by kiegroup.

the class DecisionTreeTest method testSimpleTree.

@Test
public void testSimpleTree() throws Exception {
    RuleUnitExecutor executor = createExecutor(source1);
    PMMLRequestData request = new PMMLRequestData("123", "TreeTest");
    request.addRequestParam("fld1", 30.0);
    request.addRequestParam("fld2", 60.0);
    request.addRequestParam("fld3", "false");
    request.addRequestParam("fld4", "optA");
    PMML4Result resultHolder = new PMML4Result();
    List<String> possiblePackages = calculatePossiblePackageNames("TreeTest");
    Class<? extends RuleUnit> unitClass = getStartingRuleUnit("RuleUnitIndicator", (InternalKnowledgeBase) kbase, possiblePackages);
    assertNotNull(unitClass);
    int x = executor.run(unitClass);
    data.insert(request);
    resultData.insert(resultHolder);
    executor.run(unitClass);
    assertEquals("OK", resultHolder.getResultCode());
    Object obj = resultHolder.getResultValue("Fld5", null);
    assertNotNull(obj);
    String targetValue = resultHolder.getResultValue("Fld5", "value", String.class).orElse(null);
    assertEquals("tgtY", targetValue);
}