메뉴 건너뛰기

Bigdata, Semantic IoT, Hadoop, NoSQL

Bigdata, Hadoop ecosystem, Semantic IoT등의 프로젝트를 진행중에 습득한 내용을 정리하는 곳입니다.
필요한 분을 위해서 공개하고 있습니다. 문의사항은 gooper@gooper.com로 메일을 보내주세요.


Drools 슬라이딩 윈도우 예제

총관리자 2016.07.28 15:03 조회 수 : 67

---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() + "]";
}
    
    

}

번호 제목 글쓴이 날짜 조회 수
261 여러 홈페이지를 운영하거나 혹은 서버에 가입한 사용자들에게 홈페이지 계정을 나누어 줄수 있도록 설정/계정 생성방법 총관리자 2018.01.23 282
260 https용 인증서 발급 명령문 예시및 오류 메세지 총관리자 2018.01.24 109
259 Hadoop의 Datanode를 Decommission하고 나서 HBase의 regionservers파일에 해당 노드명을 지웠는데 여전히 "Dead regionser"로 표시되는 경우 처리 총관리자 2018.01.25 246
258 Could not compute split, block input-0-1517397051800 not found형태의 오류가 발생시 조치방법 총관리자 2018.02.01 196
257 spark-submit 실행시 "java.lang.OutOfMemoryError: Java heap space"발생시 조치사항 총관리자 2018.02.01 517
256 프로세스를 확인해서 프로세스를 삭제하는 shell script예제(cryptonight) 총관리자 2018.02.02 197
255 fuseki의 endpoint를 이용한 insert, delete하는 sparql예시 총관리자 2018.02.14 102
254 scala application 샘플소스(SparkSession이용) 총관리자 2018.03.07 135
253 Scala를 이용한 Streaming예제 총관리자 2018.03.08 69
252 Scala에서 countByWindow를 이용하기(예제) 총관리자 2018.03.08 235
251 이미지 관리 오픈소스 목록 총관리자 2018.03.11 149
250 update 샘플 총관리자 2018.03.12 810
249 에러 추적(Error Tracking) 및 로그 취합(logging aggregation) 시스템인 Sentry 설치 총관리자 2018.03.14 88
248 자주쓰는 유용한 프로그램 총관리자 2018.03.16 1268
247 HA(Namenode, ResourceManager, Kerberos) 및 보안(Zookeeper, Hadoop) 총관리자 2018.03.16 93
246 hadoop 클러스터 실행 스크립트 정리 총관리자 2018.03.20 608
245 HDFS Balancer설정및 수행 총관리자 2018.03.21 171
244 Components of the Impala Server 총관리자 2018.03.21 78
243 [CentOS] 네트워크 설정 총관리자 2018.03.26 154
242 cloudera-scm-agent 설정파일 위치및 재시작 명령문 총관리자 2018.03.29 322

A personal place to organize information learned during the development of such Hadoop, Hive, Hbase, Semantic IoT, etc.
We are open to the required minutes. Please send inquiries to gooper@gooper.com.

위로