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Cloudera, BigData, Semantic IoT, Hadoop, NoSQL

Cloudera CDH/CDP 및 Hadoop EcoSystem, Semantic IoT등의 개발/운영 기술을 정리합니다. gooper@gooper.com로 문의 주세요.


Drools 슬라이딩 윈도우 예제

총관리자 2016.07.28 15:03 조회 수 : 2804

---결과 값 -------------

 init session.getFactCount() = 0

speed: 602.92267

speed: 601.1532

speed: 607.839

speed: 600.9022

speed: 609.21796

speed: 602.91187

speed: 604.02515

speed: 608.272

speed: 607.80176

speed: 606.90405

AA001 average speed: 605.982958984375

AA001 average speed: 605.982958984375

AA001 average speed: 605.982958984375

AA001 average speed: 605.982958984375

AA001 average speed: 605.982958984375

AA001 average speed: 605.982958984375

AA001 average speed: 605.982958984375

AA001 average speed: 605.982958984375

AA001 average speed: 605.982958984375

AA001 average speed: 605.982958984375

 matched count of Fact = 10


-------sliding_rules.drl--------------

package com.gooper.drool_test;


import com.gooper.drool_test.model.FlightStatus

import com.gooper.drool_test.model.FlightControl

import com.gooper.drool_test.model.EmergencySignal


declare FlightStatus

    @role(event)

end


declare EmergencySignal

    @role(event)

end


rule "First contact"

salience 100

when

    $currentFlight : FlightStatus() from entry-point "flight-control"

    not (exists (FlightStatus(this != $currentFlight, flight == $currentFlight.flight) from entry-point "flight-control"))

    $control : FlightControl()

then

    $control.addFlight($currentFlight);

    System.out.println("First contact with Flight " + $currentFlight.getFlight());

end


rule "flight arrival"

when

    $flight : FlightStatus() from entry-point "flight-arrival"

    $control : FlightControl()

    // Obtain resources to prepare the flight landing

then

    System.out.println("Flight " + $flight.getFlight() + " arriving to " + $control.getAirport() + ". Sending instructions");

    // Send instructions to arriving flight

end


rule "flight average speed"

when

    $flight : FlightStatus() from entry-point "flight-control"

    $averageSpeed : Number(floatValue > 0) from accumulate(FlightStatus(flight==$flight.flight, $speed:speed) over window:length(5) 

                                                          from entry-point "flight-control",

                                                          average($speed))

then

    System.out.println($flight.getFlight() + " average speed: " + $averageSpeed);

end



-------------------SlidingWindow.java-----------------------

package com.gooper.drool_test;


import java.util.concurrent.TimeUnit;


import org.drools.core.time.SessionPseudoClock;

import org.kie.api.KieBase;

import org.kie.api.KieBaseConfiguration;

import org.kie.api.conf.EventProcessingOption;

import org.kie.api.io.ResourceType;

import org.kie.api.runtime.KieSession;

import org.kie.api.runtime.KieSessionConfiguration;

import org.kie.api.runtime.conf.ClockTypeOption;

import org.kie.api.runtime.rule.EntryPoint;

import org.kie.internal.KnowledgeBaseFactory;

import org.kie.internal.builder.KnowledgeBuilder;

import org.kie.internal.builder.KnowledgeBuilderFactory;

import org.kie.internal.io.ResourceFactory;


import com.gooper.drool_test.custom.CustomAgendaEventListener;

import com.gooper.drool_test.custom.CustomWorkingMemoryEventListener;

import com.gooper.drool_test.helper.FlightSimulation;

import com.gooper.drool_test.model.FlightStatus;


import org.kie.internal.builder.KnowledgeBuilderError;


/* 

 * Sliding-window test

 */

public class SlidingWindow {


public static final void main(String[] args) {

               try {


              // 지식 빌더 생성

                    KnowledgeBuilder kbuilder = KnowledgeBuilderFactory.newKnowledgeBuilder();

                    

                    // 지식 빌더에 룰정의파일 설정

                    kbuilder.add(ResourceFactory. newClassPathResource("sliding_rules.drl"), ResourceType. DRL );


if (kbuilder.hasErrors()) {

if(kbuilder.getErrors().size() > 0) {

for(KnowledgeBuilderError kerror : kbuilder.getErrors()) {

System.out.println("error :" + kerror);

}

}

}

// 설정정보를 변경하기위한 config접근 정보를 얻음

KieBaseConfiguration config = KnowledgeBaseFactory.newKnowledgeBaseConfiguration();

config.setOption(EventProcessingOption.STREAM);

KieSessionConfiguration conf = KnowledgeBaseFactory.newKnowledgeSessionConfiguration();

conf.setOption(ClockTypeOption.get("pseudo"));

// 새로운 지식 베이스 생성

                    KieBase kiebase = kbuilder.newKnowledgeBase();

                    

                    // 새로운 지식 베이스 세션 생성

                    KieSession session = kiebase.newKieSession(conf,null);

                    

                    // logger등록(팩트에 의해 생성된 엑티베이션(Activation)관련 이벤트만 로깅)

                    //session.addEventListener(new CustomAgendaEventListener());

                    

                    // logger등록(팩트의 추가/수정/제거 이벤트에 대한 정보)

                    //session.addEventListener(new CustomWorkingMemoryEventListener());

                    

                    System.out.println(" init session.getFactCount() = " + session.getFactCount());

                    

                    // SessionClock의 레퍼런스를 얻는다

                    SessionPseudoClock clock = session.getSessionClock();

                    

                    FlightSimulation flightAA001 = new FlightSimulation("AA001", "San Francisco", "Los Angeles", 270);

                    

                    for(int i = 0; i < 10; i++) {

                    FlightStatus flightStatus = flightAA001.update();

                    EntryPoint flightArrivalEntryPoint = session.getEntryPoint("flight-control");

                    flightArrivalEntryPoint.insert(flightStatus);

                    clock.advanceTime(5,  TimeUnit.MINUTES);

                    Thread.sleep(100);

                    }

                    

                    int matchedCnt = session.fireAllRules();

                    System.out.println(" matched count of Fact = " + matchedCnt);

                    

                    session.dispose();


              } catch (Throwable t) {

                     t.printStackTrace();

              }

       }

}


----------------------FlightSimulation.java------------------------

package com.gooper.drool_test.helper;


import java.util.Random;

import com.gooper.drool_test.model.FlightStatus;



/**

 * 

 * @author Lucas Amador

 * 

 */

public class FlightSimulation {


    private static final int AIRPORT_AIR_SPACE = 50;

    private Random rnd = new Random();


    private final String flight;

    private final String origin;

    private final String destination;

    private long distance;

    private boolean landed;


    public FlightSimulation(String flight, String origin, String destination, long distance) {

        this.flight = flight;

        this.origin = origin;

        this.destination = destination;

        this.distance = distance;

    }


    public FlightStatus update() {

        FlightStatus flightStatus = new FlightStatus();

        flightStatus.setFlight(flight);

        flightStatus.setDestination(destination);

        flightStatus.setOrigin(origin);

        flightStatus.setDestination(destination);

        this.distance = calculateDistance();

        flightStatus.setDistance(this.distance);

        flightStatus.setSpeed(currentSpeed());

        System.out.println("speed: " + flightStatus.getSpeed());

        return flightStatus;

    }


    private long calculateDistance() {

        if ((distance - AIRPORT_AIR_SPACE) <= AIRPORT_AIR_SPACE) {

            landed = true;

            return 0;

        }

        return distance - AIRPORT_AIR_SPACE;

    }


    private float currentSpeed() {

        return (rnd.nextFloat() * 10) + 600;

    }


    public boolean isLanded() {

        return landed;

    }


}





--------------------------FlightStatus.java--------------------
package com.gooper.drool_test.model;

import java.util.Date;

/**
 * 
 * @author Lucas Amador
 * 
 */
public class FlightStatus {

    private String flight;
    private Date timestamp;
    private String origin;
    private String destination;
    private long distance;
    private float speed;
    private boolean processed;

    public String getFlight() {
        return flight;
    }

    public void setFlight(String flight) {
        this.flight = flight;
    }

    public Date getTimestamp() {
        return timestamp;
    }

    public void setTimestamp(Date timestamp) {
        this.timestamp = timestamp;
    }

    public String getOrigin() {
        return origin;
    }

    public void setOrigin(String origin) {
        this.origin = origin;
    }

    public String getDestination() {
        return destination;
    }

    public void setDestination(String destination) {
        this.destination = destination;
    }

    public long getDistance() {
        return distance;
    }

    public void setDistance(long distance) {
        this.distance = distance;
    }

    public float getSpeed() {
        return speed;
    }

    public void setSpeed(float speed) {
        this.speed = speed;
    }

    public void setProcessed(boolean processed) {
        this.processed = processed;
    }

    public boolean getProcessed() {
        return processed;
    }

@Override
public String toString() {
return "FlightStatus [flight=" + flight + ", timestamp=" + timestamp + ", origin=" + origin + ", destination="
+ destination + ", distance=" + distance + ", speed=" + speed + ", processed=" + processed
+ ", getFlight()=" + getFlight() + ", getTimestamp()=" + getTimestamp() + ", getOrigin()=" + getOrigin()
+ ", getDestination()=" + getDestination() + ", getDistance()=" + getDistance() + ", getSpeed()="
+ getSpeed() + ", getProcessed()=" + getProcessed() + ", getClass()=" + getClass() + ", hashCode()="
+ hashCode() + ", toString()=" + super.toString() + "]";
}
    
    

}

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