我打算使用Play部署应用程序,之前从未使用过“作业”。我的部署将足够大,需要不同的Play服务器负载平衡,但我的计算量不会太大,不需要hadoop / storm / others。
我的问题是,如何在Play中处理这种情况?如果我在Play中设置一个每分钟运行的作业,我不希望每个服务器同时执行完全相同的操作。
我只能找到this answer,但我不喜欢这些选项。
那么,是否有任何工具或最佳实践来协调工作或者我是否必须从头开始做某事?
答案 0 :(得分:0)
你可以使用如下所述的数据库标志:Pere Villega的Playframework concurrent jobs management两个职位。
但我认为Guillaume Bort在Google网上论坛上使用Memcache的解决方案是最好的。 Play 2似乎有一个模块:https://github.com/mumoshu/play2-memcached
答案 1 :(得分:0)
为了简单起见,我个人会使用一个运行作业的实例。或者,如果您希望更好地控制执行和更好的并发性,并行处理,您可以使用Akka而不是Jobs。
答案 2 :(得分:0)
您可以使用数据库中的表来存储jobLock,但是您必须在单独的事务中检查/更新此锁(您必须使用JPA.newEntityManager)
我的JobLock类使用LockMode枚举
package enums;
public enum LockMode {
FREE, ACQUIRED;
}
这里是JobLock类
package models;
import java.util.Date;
import java.util.List;
import javax.persistence.Entity;
import javax.persistence.EntityManager;
import javax.persistence.EnumType;
import javax.persistence.Enumerated;
import javax.persistence.Version;
import play.Logger;
import play.Play;
import play.data.validation.Required;
import play.db.jpa.JPA;
import play.db.jpa.Model;
import utils.Parser;
import enums.LockMode;
import exceptions.ServiceException;
/**
* Technical class that allows to manage a lock in the database thus we can
* synchronize multiple instances that thus cannot run the same job at the same
* time
*
* @author sebastien
*/
@Entity
public class JobLock extends Model {
private static final Long MAX_ACQUISITION_DELAY = Parser.parseLong(Play.configuration.getProperty(
"job.lock.acquisitiondelay", "10000"));
@Required
public String jobName;
public Date acquisitionDate;
@Required
@Enumerated(EnumType.STRING)
public LockMode lockMode;
@Version
public int version;
// STATIC METHODS
// ~~~~~~~~~~~~~~~
/**
* Acquire the lock for the type of job identified by the name parameter.
* Acquisition of the lock is done on a separate transaction thus is
* transaction is as small as possible and other instances will see the lock
* acquisition sooner.
* <p>
* If we do not do that, the other instances will be blocked until the
* instance that acquired the lock have finished is businees transaction
* which could be long on a job.
* </p>
*
* @param name
* the name that identifies a job category, usually it is the job
* simple class name
* @return the lock object if the acquisition is successfull, null otherwise
*/
public static JobLock acquireLock(String name) {
EntityManager em = JPA.newEntityManager();
try {
em.getTransaction().begin();
List<JobLock> locks = em.createQuery("from JobLock where jobName=:name", JobLock.class)
.setParameter("name", name).setMaxResults(1).getResultList();
JobLock lock = locks != null && !locks.isEmpty() ? locks.get(0) : null;
if (lock == null) {
lock = new JobLock();
lock.jobName = name;
lock.acquisitionDate = new Date();
lock.lockMode = LockMode.ACQUIRED;
em.persist(lock);
} else {
if (LockMode.ACQUIRED.equals(lock.lockMode)) {
if ((System.currentTimeMillis() - lock.acquisitionDate.getTime()) > MAX_ACQUISITION_DELAY) {
throw new ServiceException(String.format(
"Lock is held for too much time : there is a problem with job %s", name));
}
return null;
}
lock.lockMode = LockMode.ACQUIRED;
lock.acquisitionDate = new Date();
lock.willBeSaved = true;
}
em.flush();
em.getTransaction().commit();
return lock;
} catch (Exception e) {
// Do not log exception here because it is normal to have exception
// in case of multi-node installation, this is the way to avoid
// multiple job execution
if (em.getTransaction().isActive()) {
em.getTransaction().rollback();
}
// Maybe we have to inverse the test and to define which exception
// is not problematic : exception that denotes concurrency in the
// database are normal
if (e instanceof ServiceException) {
throw (ServiceException) e;
} else {
return null;
}
} finally {
if (em.isOpen()) {
em.close();
}
}
}
/**
* Release the lock on the database thus another instance can take it. This
* action change the {@link #lockMode} and set {@link #acquisitionDate} to
* null. This is done in a separate transaction that can have visibility on
* what happens on the database during the time of the business transaction
*
* @param lock
* the lock to release
* @return true if we managed to relase the lock and false otherwise
*/
public static boolean releaseLock(JobLock lock) {
EntityManager em = JPA.newEntityManager();
if (lock == null || LockMode.FREE.equals(lock.lockMode)) {
return false;
}
try {
em.getTransaction().begin();
lock = em.find(JobLock.class, lock.id);
lock.lockMode = LockMode.FREE;
lock.acquisitionDate = null;
lock.willBeSaved = true;
em.persist(lock);
em.flush();
em.getTransaction().commit();
return true;
} catch (Exception e) {
if (em.getTransaction().isActive()) {
em.getTransaction().rollback();
}
Logger.error(e, "Error during commit of lock release");
return false;
} finally {
if (em.isOpen()) {
em.close();
}
}
}
}
这是我使用此锁的LockAwareJob
package jobs;
import models.JobLock;
import notifiers.ExceptionMails;
import play.Logger;
import play.jobs.Job;
public abstract class LockAwareJob<V> extends Job<V> {
@Override
public final void doJob() throws Exception {
String name = this.getClass().getSimpleName();
try {
JobLock lock = JobLock.acquireLock(name);
if (lock != null) {
Logger.info("Starting %s", name);
try {
doJobWithLock(lock);
} finally {
if (!JobLock.releaseLock(lock)) {
Logger.error("Lock acquired but cannot be released for %s", name);
}
Logger.info("End of %s", name);
}
} else {
Logger.info("Another node is running %s : nothing to do", name);
}
} catch (Exception ex) {
ExceptionMails.exception(ex, String.format("Error while executing job %s", name));
throw ex;
}
}
@Override
public final V doJobWithResult() throws Exception {
String name = this.getClass().getSimpleName();
try {
JobLock lock = JobLock.acquireLock(name);
if (lock != null) {
Logger.info("Starting %s", name);
try {
return resultWithLock(lock);
} finally {
if (!JobLock.releaseLock(lock)) {
Logger.error("Lock acquired but cannot be released for %s", name);
}
Logger.info("End of %s", name);
}
} else {
Logger.info("Another node is running %s : nothing to do", name);
return resultWithoutLock();
}
} catch (Exception ex) {
ExceptionMails.exception(ex, String.format("Error while executing job %s", name));
throw ex;
}
}
public void doJobWithLock(JobLock lock) throws Exception {
}
public V resultWithLock(JobLock lock) throws Exception {
doJobWithLock(lock);
return null;
}
public V resultWithoutLock() throws Exception {
return null;
}
}
在我的log4j.properties中,我添加了一个特殊行,以避免每次实例无法获取作业锁时出错
log4j.logger.org.hibernate.event.def.AbstractFlushingEventListener=FATAL
使用此解决方案,您还可以使用JobLock id存储与此作业关联的参数(例如,上次运行日期)