在Apache Flink中,可以通过设置slot.timeout
属性来解决任务管理器空闲超时问题。以下是一个示例代码,说明如何设置slot.timeout
属性:
import org.apache.flink.configuration.Configuration;
import org.apache.flink.configuration.JobManagerOptions;
import org.apache.flink.runtime.jobmaster.JobMaster;
import org.apache.flink.runtime.jobmaster.slotpool.SlotPool;
import org.apache.flink.runtime.jobmaster.slotpool.SlotReport;
import org.apache.flink.runtime.jobmaster.slotpool.SlotRequest;
import org.apache.flink.runtime.resourcemanager.ResourceManager;
import org.apache.flink.runtime.resourcemanager.SlotRequestTimeoutListener;
import org.apache.flink.runtime.resourcemanager.slotmanager.SlotManager;
import org.apache.flink.runtime.taskexecutor.slot.SlotOffer;
import org.apache.flink.util.Preconditions;
import javax.annotation.Nullable;
public class CustomResourceManager extends ResourceManager {
// 定义空闲超时时间
private final long idleTimeout;
public CustomResourceManager(
Configuration configuration,
SlotManager slotManager,
SlotPool slotPool,
JobMaster jobMaster,
long idleTimeout) {
super(configuration, slotManager, slotPool, jobMaster);
Preconditions.checkArgument(idleTimeout >= 0, "Idle timeout must be >= 0");
this.idleTimeout = idleTimeout;
}
@Override
public void start() throws Exception {
super.start();
// 注册空闲超时监听器
getFencingToken().getLeaderElectionService().addListener(
new SlotRequestTimeoutListener(getFencingToken().toUUID(), getIdleTimeout()));
}
public long getIdleTimeout() {
return idleTimeout;
}
public static CustomResourceManager create(
Configuration configuration,
SlotManager slotManager,
SlotPool slotPool,
JobMaster jobMaster,
long idleTimeout) throws Exception {
return new CustomResourceManager(configuration, slotManager, slotPool, jobMaster, idleTimeout);
}
public static void main(String[] args) throws Exception {
Configuration configuration = new Configuration();
// 设置任务管理器空闲超时时间为10分钟
configuration.setLong(JobManagerOptions.SLOT_IDLE_TIMEOUT, 600000);
// 创建自定义资源管理器
CustomResourceManager resourceManager = create(
configuration,
slotManager,
slotPool,
jobMaster,
600000);
// 启动资源管理器
resourceManager.start();
}
}
在上述代码中,CustomResourceManager
类继承自ResourceManager
类,并添加了一个idleTimeout
成员变量,表示任务管理器空闲超时时间。在start()
方法中,注册了一个空闲超时监听器,当任务管理器空闲超时时,会触发该监听器。
在main()
方法中,通过JobManagerOptions.SLOT_IDLE_TIMEOUT
属性设置了任务管理器的空闲超时时间为10分钟(600000毫秒),然后创建了一个CustomResourceManager
实例,并调用start()
方法启动资源管理器。
请根据你的实际情况调整超时时间和其他配置。