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
320 github에 있는 프로젝트와 로컬에서 작업한 프로젝트 합치기 총관리자 2016.11.22 40
319 특정 커밋 시점(commit id를 기준으로)으로 돌리기(reset) 총관리자 2016.11.21 75
318 Github를 이용하는 전체 흐름 이해하기 총관리자 2016.11.18 36
317 특정 단계의 commit상태로 만들기(이렇게 하면 중간에 반영된 모든 commit를 history가 삭제된다) 총관리자 2016.11.17 42
316 git 초기화(Windows에서 Git Bash사용) 총관리자 2016.11.17 197
315 spark notebook 0.7.0설치및 설정 총관리자 2016.11.14 160
314 참고할만한 spark예제를 설명하는 사이트 총관리자 2016.11.11 98
313 Kafka Offset Monitor로 kafka 상태 모니터링 하기 file 총관리자 2016.11.08 527
312 Eclipse실행시 Java was started but returned exit code=1이라는 오류가 발생할때 조치방법 총관리자 2016.11.07 397
311 [SparkR]SparkR 설치 사용기 1 - Installation Guide On Yarn Cluster & Mesos Cluster & Stand Alone Cluster file 총관리자 2016.11.04 106
310 데이타 분석및 머신러닝에 도움이 도움이 되는 사이트 총관리자 2016.11.04 64
309 java스레드 덤프 분석하기 file 총관리자 2016.11.03 111
308 centos 6에서 mariadb 5.1 to 10.0 으로 upgrade 총관리자 2016.11.01 106
307 Spark Streaming 코드레벨단에서의 성능개선 총관리자 2016.10.31 44
306 Flume과 Kafka를 사용한 초당 100만개 로그 수집 테스트 file 총관리자 2016.10.31 1021
305 Flume을 이용한 데이타 수집시 HBase write 성능 튜닝 file 총관리자 2016.10.31 621
304 How-to: Build a Complex Event Processing App on Apache Spark and Drools file 총관리자 2016.10.31 253
303 How-to: Tune Your Apache Spark Jobs (Part 2) file 총관리자 2016.10.31 77
302 mybatis와 spring을 org.apache.commons.dbcp2.BasicDataSource의 DataSource로 연동할때 DB설정(참고) 총관리자 2016.10.31 990
301 Caused by: java.sql.SQLNonTransientConnectionException: Could not read resultset: unexpected end of stream, read 0 bytes from 4 오류시 확인/조치할 내용 총관리자 2016.10.31 3763

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