Package org.kie.api.definition.type

Examples of org.kie.api.definition.type.FactType

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        kSession.fireAllRules();  //init model

        FactType tgt = kSession.getKieBase().getFactType( packageName, "Fld9" );
        FactType tok = kSession.getKieBase().getFactType( PMML4Helper.pmmlDefaultPackageName(), "TreeToken" );

        kSession.getEntryPoint( "in_Fld1" ).insert( 70.0 );
        kSession.getEntryPoint( "in_Fld2" ).insert( 40.0 );
        kSession.getEntryPoint( "in_Fld3" ).insert( "miss" );

        kSession.fireAllRules();

        Object token = getToken( kSession );
        assertEquals( 0.72, (Double) tok.get( token, "confidence" ), 1e-6 );
        assertEquals( "null", tok.get( token, "current" ) );
        assertEquals( 40.0, tok.get( token, "totalCount" ) );

        checkFirstDataFieldOfTypeStatus(tgt, true, false, "Missing", "tgtX" );
    }
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        kSession.fireAllRules();  //init model

        FactType tgt = kSession.getKieBase().getFactType( packageName, "Fld9" );
        FactType tok = kSession.getKieBase().getFactType( PMML4Helper.pmmlDefaultPackageName(), "TreeToken" );

        kSession.getEntryPoint( "in_Fld1" ).insert( -1.0 );
        kSession.getEntryPoint( "in_Fld2" ).insert( -1.0 );
        kSession.getEntryPoint( "in_Fld3" ).insert( "miss" );

        kSession.fireAllRules();

        Object token = getToken( kSession );
        assertEquals( 1.0, (Double) tok.get( token, "confidence" ), 1e-6 );
        assertEquals( "null", tok.get( token, "current" ) );
        assertEquals( 0.0, tok.get( token, "totalCount" ) );

//        checkFirstDataFieldOfTypeStatus(tgt, true, false, "Missing", "tgtX" );
    }
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        kSession.fireAllRules();  //init model

        FactType tgt = kSession.getKieBase().getFactType( packageName, "Fld9" );
        FactType tok = kSession.getKieBase().getFactType( PMML4Helper.pmmlDefaultPackageName(), "TreeToken" );

        kSession.getEntryPoint( "in_Fld1" ).insert( -1.0 );
        kSession.getEntryPoint( "in_Fld2" ).insert( -1.0 );
        kSession.getEntryPoint( "in_Fld3" ).insert( "optA" );

        kSession.fireAllRules();

        Object token = getToken( kSession );
        assertEquals( 0.8, (Double) tok.get( token, "confidence" ), 1e-6 );
        assertEquals( "null", tok.get( token, "current" ) );
        assertEquals( 50.0, tok.get( token, "totalCount" ) );

        checkFirstDataFieldOfTypeStatus( tgt, true, false, "Missing", "tgtX" );
    }
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        kSession.fireAllRules();  //init model

        FactType tgt = kSession.getKieBase().getFactType( packageName, "Fld9" );
        FactType tok = kSession.getKieBase().getFactType( PMML4Helper.pmmlDefaultPackageName(), "TreeToken" );

        kSession.getEntryPoint( "in_Fld1" ).insert( -1.0 );
        kSession.getEntryPoint( "in_Fld2" ).insert( -1.0 );
        kSession.getEntryPoint( "in_Fld3" ).insert( "optA" );

        kSession.fireAllRules();

        Object token = getToken( kSession );
        assertEquals( 0.0, (Double) tok.get( token, "confidence" ), 1e-6 );
        assertEquals( "null", tok.get( token, "current" ) );
        assertEquals( 0.0, tok.get( token, "totalCount" ) );

        assertEquals( 0, getKSession().getObjects( new ClassObjectFilter( tgt.getFactClass() ) ).size() );
    }
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        kSession.fireAllRules();  //init model

        FactType tgt = kSession.getKieBase().getFactType( packageName, "Fld9" );
        FactType tok = kSession.getKieBase().getFactType( PMML4Helper.pmmlDefaultPackageName(), "TreeToken" );

        kSession.getEntryPoint( "in_Fld1" ).insert( 45.0 );
        kSession.getEntryPoint( "in_Fld2" ).insert( 90.0 );
        kSession.getEntryPoint( "in_Fld3" ).insert( "miss" );

        kSession.fireAllRules();

        Object token = getToken( kSession );
        assertEquals( 0.47, (Double) tok.get( token, "confidence" ), 1e-2 );
        assertEquals( "null", tok.get( token, "current" ) );
        assertEquals( 60.0, tok.get( token, "totalCount" ) );

        checkFirstDataFieldOfTypeStatus( tgt, true, false, "Missing", "tgtY" );
    }
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        kSession.fireAllRules();  //init model

        FactType tgt = kSession.getKieBase().getFactType( packageName, "Fld9" );
        FactType tok = kSession.getKieBase().getFactType( PMML4Helper.pmmlDefaultPackageName(), "TreeToken" );

        kSession.getEntryPoint( "in_Fld1" ).insert( -1.0 );
        kSession.getEntryPoint( "in_Fld2" ).insert( -1.0 );
        kSession.getEntryPoint( "in_Fld3" ).insert( "miss" );

        kSession.fireAllRules();

        Object token = getToken( kSession );
        assertEquals( 0.6, (Double) tok.get( token, "confidence" ), 1e-6 );
        assertEquals( "null", tok.get( token, "current" ) );
        assertEquals( 100.0, tok.get( token, "totalCount" ) );

        checkFirstDataFieldOfTypeStatus( tgt, true, false, "Missing", "tgtX" );
    }
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        setKbase( getKSession().getKieBase() );
        KieSession kSession = getKSession();

        kSession.fireAllRules();  //init model

        FactType tgt = kSession.getKieBase().getFactType( packageName, "Fld9" );
        FactType tok = kSession.getKieBase().getFactType( PMML4Helper.pmmlDefaultPackageName(), "TreeToken" );

        kSession.getEntryPoint( "in_Fld1" ).insert( -1.0 );
        kSession.getEntryPoint( "in_Fld2" ).insert( -1.0 );
        kSession.getEntryPoint( "in_Fld3" ).insert( "optA" );

        kSession.fireAllRules();

        Object token = getToken( kSession );
        assertEquals( 0.8, tok.get( token, "confidence" ) );
        assertEquals( "null", tok.get( token, "current" ) );
        assertEquals( 50.0, tok.get( token, "totalCount" ) );

        checkFirstDataFieldOfTypeStatus(tgt, true, false, "Missing", "tgtX" );

        checkFirstDataFieldOfTypeStatus( kSession.getKieBase().getFactType( packageName, "OutClass" ),
                    true, false, "Missing", "tgtX" );
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    public void testDerivedTypesLinearNormOutliers() throws Exception {

        //new PMML4Wrapper().getPmml().getTransformationDictionary().getDerivedField().get(0).getNormContinuous().getOutliers().value()


        FactType age = getKbase().getFactType(packageName,"Age");
        FactType age1 = getKbase().getFactType(packageName,"Age_norm");
        FactType age2 = getKbase().getFactType(packageName,"Age_norm2");
        FactType age3 = getKbase().getFactType(packageName,"Age_norm3");

        //value is an outlier
        getKSession().getEntryPoint( "in_Age" ).insert(-100);
        getKSession().fireAllRules();
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    @Test
    public void testDerivedTypesLinearNormInterpolation() throws Exception {

        //new PMML4Wrapper().getPmml().getTransformationDictionary().getDerivedField().get(0).getNormContinuous().getOutliers().value()

        FactType age = getKbase().getFactType(packageName,"Age");
        FactType age1 = getKbase().getFactType(packageName,"Age_norm");

        getKSession().getEntryPoint( "in_Age" ).insert(30);
        getKSession().fireAllRules();

        checkFirstDataFieldOfTypeStatus(age,true,false, null,30);
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    @Test
    public void testDataTypes() throws Exception {
        setKSession(getModelSession(source,VERBOSE));
        setKbase(getKSession().getKieBase());

        FactType gender = getKbase().getFactType(packageName,"Gender");
        FactType noclaims = getKbase().getFactType(packageName,"NoOfClaims");
        FactType scrambled = getKbase().getFactType(packageName,"Scrambled");
        FactType domicile = getKbase().getFactType(packageName,"Domicile");
        FactType agecar = getKbase().getFactType(packageName,"AgeOfCar");
        FactType amklaims = getKbase().getFactType(packageName,"AmountOfClaims");


        Object g = gender.newInstance();
            assertEquals( "org.drools.pmml.pmml_4_2.test.Gender", g.getClass().getName() );
        gender.set(g,"value","M");
            assertEquals( "M", gender.get( g, "value" ) );


        Object n = noclaims.newInstance();
            assertEquals( "org.drools.pmml.pmml_4_2.test.NoOfClaims", n.getClass().getName() );
        noclaims.set(n, "value", "> 3");
            assertEquals( "> 3", noclaims.get( n, "value" ) );

        Object s = scrambled.newInstance();
            assertEquals( "org.drools.pmml.pmml_4_2.test.Scrambled", s.getClass().getName() );
        scrambled.set(s, "value", 1);
            assertEquals( 1, scrambled.get( s, "value" ) );

        Object d = domicile.newInstance();
            assertEquals( "org.drools.pmml.pmml_4_2.test.Domicile", d.getClass().getName() );
        domicile.set(d, "value", "SomeWhere");
            assertEquals( "SomeWhere", domicile.get( d, "value" ) );

        Object a = agecar.newInstance();
            assertEquals( "org.drools.pmml.pmml_4_2.test.AgeOfCar", a.getClass().getName() );
        agecar.set(a, "value", 24.3);
            assertEquals( 24.3, agecar.get( a, "value" ) );

        Object k = amklaims.newInstance();
            assertEquals( "org.drools.pmml.pmml_4_2.test.AmountOfClaims", k.getClass().getName() );
        amklaims.set(k, "value", 9);
            assertEquals( 9, amklaims.get( k, "value" ) );


        try {
            agecar.set(a,"value","Not a String field");
            Assert.fail();
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