Examples >

Execute an Action in a Decision Tree

/*
 * Copyright (c) 2006-2020 North Concepts Inc.  All rights reserved.
 * Proprietary and Confidential.  Use is subject to license terms.
 * 
 * https://northconcepts.com/data-pipeline/licensing/
 */
package com.northconcepts.datapipeline.foundations.examples.decisiontree;

import com.northconcepts.datapipeline.core.Functions;
import com.northconcepts.datapipeline.core.Record;
import com.northconcepts.datapipeline.foundations.decisiontree.DecisionTree;
import com.northconcepts.datapipeline.foundations.decisiontree.DecisionTreeNode;
import com.northconcepts.datapipeline.foundations.decisiontree.DecisionTreeResult;
import com.northconcepts.datapipeline.internal.expression.DefaultExpressionContext;

public class ExecuteAnActionInADecisionTree {

    public static void action1() {
        System.out.println("Action 1");
    }

    public static double action2(int age, double income) {
        System.out.println("Age: " + age + ";  Income: " + income);
        return age * income;
    }

    public static void main(String[] args) {
        Functions.add("action2", "com.northconcepts.datapipeline.foundations.examples.decisiontree.ExecuteAnActionInADecisionTree.action2");

        DefaultExpressionContext input = new DefaultExpressionContext();
        input.setValue("Age", 49);
        input.setValue("houseOwned", true);
        input.setValue("Income", 1000.0);

        DecisionTree tree = new DecisionTree().setRootNode(new DecisionTreeNode()

            .addNode(new DecisionTreeNode("Age >= 40")

                .addNode(new DecisionTreeNode("houseOwned == true").addOutcome("Eligible", "true")
                    .addOutcome("Action1", "com.northconcepts.datapipeline.foundations.examples.decisiontree.ExecuteAnActionInADecisionTree.action1()")
                    .addOutcome("Action2", "action2(Age, Income)"))

                .addNode(new DecisionTreeNode("houseOwned == false")

                    .addNode(new DecisionTreeNode("Income >= 2000")
                        .addOutcome("Eligible", "true")
                        .addOutcome("Action1", "com.northconcepts.datapipeline.foundations.examples.decisiontree.ExecuteAnActionInADecisionTree.action1()")
                        .addOutcome("Action2", "action2(Age, Income)"))

                    .addNode(new DecisionTreeNode("Income < 2000")
                        .addOutcome("Eligible", "false")
                        .addOutcome("Action1", "com.northconcepts.datapipeline.foundations.examples.decisiontree.ExecuteAnActionInADecisionTree.action1()")
                        .addOutcome("Action2", "action2(Age, Income)"))))

            .addNode(new DecisionTreeNode("Age < 40")

                .addNode(new DecisionTreeNode("Income >= 3000")
                    .addOutcome("Eligible", "true")
                    .addOutcome("Action1", "com.northconcepts.datapipeline.foundations.examples.decisiontree.ExecuteAnActionInADecisionTree.action1()")
                    .addOutcome("Action2", "action2(Age, Income)"))

                .addNode(new DecisionTreeNode("Income < 3000")
                    .addOutcome("Eligible", "false")
                    .addOutcome("Action1", "com.northconcepts.datapipeline.foundations.examples.decisiontree.ExecuteAnActionInADecisionTree.action1()")
                    .addOutcome("Action2", "action2(Age, Income)"))));

        DecisionTreeResult result = tree.evaluate(input);
        Record outcome = result.getOutcome();

        System.out.println("outcome = " + outcome);
    }
}
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