Flink - InstanceManager
InstanceManager用于管理JobManager申请到的taskManager和slots资源
/**
* Simple manager that keeps track of which TaskManager are available and alive.
*/
public class InstanceManager { // ------------------------------------------------------------------------
// Fields
// ------------------------------------------------------------------------ //分别以InstanceId和ResourceId来索引Instance
/** Set of hosts known to run a task manager that are thus able to execute tasks (by ID). */
private final Map<InstanceID, Instance> registeredHostsById;
/** Set of hosts known to run a task manager that are thus able to execute tasks (by ResourceID). */
private final Map<ResourceID, Instance> registeredHostsByResource; /** Set of hosts that were present once and have died */
private final Set<ResourceID> deadHosts; /** Listeners that want to be notified about availability and disappearance of instances */
private final List<InstanceListener> instanceListeners = new ArrayList<>(); //Instance资源发生变化时,需要通知谁,如Scheduler /** The total number of task slots that the system has */
private int totalNumberOfAliveTaskSlots;
关键的操作,
registerTaskManager
/**
* Registers a task manager. Registration of a task manager makes it available to be used
* for the job execution.
*
* @param taskManagerGateway gateway to the task manager
* @param taskManagerLocation Location info of the TaskManager
* @param resources Hardware description of the TaskManager
* @param numberOfSlots Number of available slots on the TaskManager
* @return The assigned InstanceID of the registered task manager
*/
public InstanceID registerTaskManager(
TaskManagerGateway taskManagerGateway,
TaskManagerLocation taskManagerLocation,
HardwareDescription resources,
int numberOfSlots) { synchronized (this.lock) {
InstanceID instanceID = new InstanceID(); Instance host = new Instance( //创建新的instance
taskManagerGateway,
taskManagerLocation,
instanceID,
resources,
numberOfSlots); registeredHostsById.put(instanceID, host); //register
registeredHostsByResource.put(taskManagerLocation.getResourceID(), host); totalNumberOfAliveTaskSlots += numberOfSlots; host.reportHeartBeat(); // notify all listeners (for example the scheduler)
notifyNewInstance(host); return instanceID;
}
}
其中,notifyNewInstance
private void notifyNewInstance(Instance instance) {
synchronized (this.instanceListeners) {
for (InstanceListener listener : this.instanceListeners) {
try {
listener.newInstanceAvailable(instance); //调用listener的newInstanceAvailable
}
catch (Throwable t) {
LOG.error("Notification of new instance availability failed.", t);
}
}
}
}
Instance
看注释,instance就是一种抽象
用于描述注册到JobManager,并准备接受work的TaskManager
/**
* An instance represents a {@link org.apache.flink.runtime.taskmanager.TaskManager}
* registered at a JobManager and ready to receive work.
*/
public class Instance implements SlotOwner { /** The instance gateway to communicate with the instance */
private final TaskManagerGateway taskManagerGateway; /** The instance connection information for the data transfer. */
private final TaskManagerLocation location; /** A description of the resources of the task manager */
private final HardwareDescription resources; /** The ID identifying the taskManager. */
private final InstanceID instanceId; /** The number of task slots available on the node */
private final int numberOfSlots; /** A list of available slot positions */
private final Queue<Integer> availableSlots; //注意这里记录的不是slot,而是position,因为slot是在用的时候创建的 /** Allocated slots on this taskManager */
private final Set<Slot> allocatedSlots = new HashSet<Slot>(); /** A listener to be notified upon new slot availability */
private SlotAvailabilityListener slotAvailabilityListener; //listener用于通知当slot状态发生变化 /** Time when last heat beat has been received from the task manager running on this taskManager. */
private volatile long lastReceivedHeartBeat = System.currentTimeMillis();
核心的操作,
申请slot
/**
* Allocates a simple slot on this TaskManager instance. This method returns {@code null}, if no slot
* is available at the moment.
*
* @param jobID The ID of the job that the slot is allocated for.
*
* @return A simple slot that represents a task slot on this TaskManager instance, or null, if the
* TaskManager instance has no more slots available.
*
* @throws InstanceDiedException Thrown if the instance is no longer alive by the time the
* slot is allocated.
*/
public SimpleSlot allocateSimpleSlot(JobID jobID) throws InstanceDiedException { synchronized (instanceLock) {
Integer nextSlot = availableSlots.poll(); //看看有没有available的slot position
if (nextSlot == null) {
return null;
}
else {
SimpleSlot slot = new SimpleSlot(jobID, this, location, nextSlot, taskManagerGateway);
allocatedSlots.add(slot);
return slot;
}
}
}
归还slot
/**
* Returns a slot that has been allocated from this instance. The slot needs have been canceled
* prior to calling this method.
*
* <p>The method will transition the slot to the "released" state. If the slot is already in state
* "released", this method will do nothing.</p>
*
* @param slot The slot to return.
* @return True, if the slot was returned, false if not.
*/
@Override
public boolean returnAllocatedSlot(Slot slot) { if (slot.markReleased()) {
LOG.debug("Return allocated slot {}.", slot);
synchronized (instanceLock) { if (this.allocatedSlots.remove(slot)) {
this.availableSlots.add(slot.getSlotNumber()); if (this.slotAvailabilityListener != null) {
this.slotAvailabilityListener.newSlotAvailable(this); //通知有个slot可以用
} return true;
}
}
}
}
Flink - InstanceManager的更多相关文章
- Flink 1.1 – ResourceManager
Flink resource manager的作用如图, FlinkResourceManager /** * * <h1>Worker allocation steps</h1 ...
- Flink - FLIP
https://cwiki.apache.org/confluence/display/FLINK/Flink+Improvement+Proposals FLIP-1 : Fine Grained ...
- 追源索骥:透过源码看懂Flink核心框架的执行流程
li,ol.inline>li{display:inline-block;padding-right:5px;padding-left:5px}dl{margin-bottom:20px}dt, ...
- Flink - Scheduler
Job资源分配的过程, 在submitJob中,会生成ExecutionGraph 最终调用到, executionGraph.scheduleForExecution(scheduler) 接着,E ...
- Flink BLOB架构
Flink中支持的BLOB文件类型 jar包 被user classloader使用的jar包 高负荷RPC消息 1. RPC消息长度超出了akka.framesize的大小 2. 在HA摸式中,利用 ...
- Flink源码阅读(1.7.2)
目录 Client提交任务 flink的图结构 StreamGraph OptimizedPlan JobGraph ExecutionGraph flink部署与执行模型 Single Job Jo ...
- 透过源码看懂Flink核心框架的执行流程
前言 Flink是大数据处理领域最近很火的一个开源的分布式.高性能的流式处理框架,其对数据的处理可以达到毫秒级别.本文以一个来自官网的WordCount例子为引,全面阐述flink的核心架构及执行流程 ...
- apache flink 入门
配置环境 包括 JAVA_HOME jobmanager.rpc.address jobmanager.heap.mb 和 taskmanager.heap.mb taskmanager.number ...
- Apache Flink初接触
Apache Flink闻名已久,一直没有亲自尝试一把,这两天看了文档,发现在real-time streaming方面,Flink提供了更多高阶的实用函数. 用Apache Flink实现WordC ...
随机推荐
- OOCSS的概念和思路
<概念> <思路> 面向对象的CSS有两个原则: 独立的结构和样式 独立的容器和内容 以下几点是创建OOCSS的关键部分: 创建一个组件库 独立的容器和内容,并且避免样式来依赖 ...
- ajax提交form表单资料详细汇总
一.ajax提交form表单和不同的form表单的提交主要区别在于,ajax提交表单是异步提交的,而普通的是同步提交的表单.通过在后台与服务器进行少量数据交换,ajax 可以使网页实现异步更新.这意味 ...
- HTML是什么?如何使用?
①我们首先打开桌面DW网页开发器. 也可以是其他的开发器. ②打开之后那么我们创建一个新的文档: 点击创建之后出现下图: 一般我们不管用哪种网页开发器,都会最先呈现上图的状态,那么下面来解读一下这些文 ...
- 一张图说明CDN网络的原理
原文: http://blog.csdn.net/coolmeme/article/details/9468743 1.用户向浏览器输入www.web.com这个域名,浏览器第一次发现本地没有dns缓 ...
- 关于readonly修饰符
修饰字段: 1.值类型:不能修改值 2.引用类型:是指该字段引用的对象不可以修改,但是里面的内容是可以修改的! 示例: static void Main(string[] args) { Consol ...
- _stdcall,_cdecl区别
(1) _stdcall调用 _stdcall是Pascal程序的缺省调用方式,参数采用从右到左的压栈方式,被调函数自身在返回前清空堆栈. WIN32 Api都采用_stdcall调用方式,这样的宏定 ...
- 安卓更新sdk的代理
mirrors.neusoft.edu.cn80
- System.Windows.Application.Current.Dispatcher.BeginInvoke
System.Windows.Application.Current.Dispatcher.BeginInvoke(new Action(() => ...
- android解析json
android2.3提供的json解析类 android的json解析部分都在包org.json下,主要有以下几个类: JSONObject:可以看作是一个json对象 JSONStringer:js ...
- IIS监控指标
IIS Global Active Flushed Entries Active Flushed Entries 是缓存文件句柄,当前传输全部完成后将关闭此句柄.IIS Global 对象. Web ...