hadoop 调度器 capacityTaskScheduler

 

贴两个不错的链接：

http://blog.csdn.net/azhao_dn/article/details/7070327

http://blog.csdn.net/xhh198781/article/details/7573842

 

在项目中一共起了四个队列，调度来自oozie 统计，搭建物理模型，etl服务的请求；各设置25。

 

1.修改mapred-site.xml

 

<property>  
  <name>mapred.jobtracker.taskScheduler</name>  
  <value>org.apache.hadoop.mapred.CapacityTaskScheduler</value>  
</property>  
<property>  
  <name>mapred.queue.names</name>  
  <value>default,general,etl,day</value>  
</property> 

 2.创建capacity-scheduler.xml

 

 

<?xml version="1.0"?>  
  
<!-- This is the configuration file for the resource manager in Hadoop. -->  
<!-- You can configure various scheduling parameters related to queues. -->  
<!-- The properties for a queue follow a naming convention,such as, -->  
<!-- mapred.capacity-scheduler.queue.<queue-name>.property-name. -->  
  
<configuration>  
  
  <property>  
    <name>mapred.capacity-scheduler.maximum-system-jobs</name>  
    <value>3000</value>  
    <description>Maximum number of jobs in the system which can be initialized,  
     concurrently, by the CapacityScheduler.  
    </description>      
  </property>  
    
  <property>  
    <name>mapred.capacity-scheduler.queue.default.capacity</name>  
    <value>20</value>  
    <description>Percentage of the number of slots in the cluster that are  
      to be available for jobs in this queue.  
    </description>      
  </property>  
    
  <property>  
    <name>mapred.capacity-scheduler.queue.default.maximum-capacity</name>  
    <value>-1</value>  
    <description>  
    maximum-capacity defines a limit beyond which a queue cannot use the capacity of the cluster.  
    This provides a means to limit how much excess capacity a queue can use. By default, there is no limit.  
    The maximum-capacity of a queue can only be greater than or equal to its minimum capacity.  
        Default value of -1 implies a queue can use complete capacity of the cluster.  
  
        This property could be to curtail certain jobs which are long running in nature from occupying more than a   
        certain percentage of the cluster, which in the absence of pre-emption, could lead to capacity guarantees of   
        other queues being affected.  
          
        One important thing to note is that maximum-capacity is a percentage , so based on the cluster's capacity  
        the max capacity would change. So if large no of nodes or racks get added to the cluster , max Capacity in   
        absolute terms would increase accordingly.  
    </description>      
  </property>  
    
  <property>  
    <name>mapred.capacity-scheduler.queue.default.supports-priority</name>  
    <value>false</value>  
    <description>If true, priorities of jobs will be taken into   
      account in scheduling decisions.  
    </description>  
  </property>  
  
  <property>  
    <name>mapred.capacity-scheduler.queue.default.minimum-user-limit-percent</name>  
    <value>100</value>  
    <description> Each queue enforces a limit on the percentage of resources   
    allocated to a user at any given time, if there is competition for them.   
    This user limit can vary between a minimum and maximum value. The former  
    depends on the number of users who have submitted jobs, and the latter is  
    set to this property value. For example, suppose the value of this   
    property is 25. If two users have submitted jobs to a queue, no single   
    user can use more than 50% of the queue resources. If a third user submits  
    a job, no single user can use more than 33% of the queue resources. With 4   
    or more users, no user can use more than 25% of the queue's resources. A   
    value of 100 implies no user limits are imposed.   
    </description>  
  </property>  
    
  <property>  
    <name>mapred.capacity-scheduler.queue.default.user-limit-factor</name>  
    <value>1</value>  
    <description>The multiple of the queue capacity which can be configured to   
    allow a single user to acquire more slots.   
    </description>  
  </property>  
  
  <property>  
    <name>mapred.capacity-scheduler.queue.default.maximum-initialized-active-tasks</name>  
    <value>200000</value>  
    <description>The maximum number of tasks, across all jobs in the queue,   
    which can be initialized concurrently. Once the queue's jobs exceed this   
    limit they will be queued on disk.    
    </description>  
  </property>  
  
  <property>  
    <name>mapred.capacity-scheduler.queue.default.maximum-initialized-active-tasks-per-user</name>  
    <value>100000</value>  
    <description>The maximum number of tasks per-user, across all the of the   
    user's jobs in the queue, which can be initialized concurrently. Once the   
    user's jobs exceed this limit they will be queued on disk.    
    </description>  
  </property>  
  
  <property>  
    <name>mapred.capacity-scheduler.queue.default.init-accept-jobs-factor</name>  
    <value>10</value>  
    <description>The multipe of (maximum-system-jobs * queue-capacity) used to   
    determine the number of jobs which are accepted by the scheduler.    
    </description>  
  </property>  
  
  <!-- The default configuration settings for the capacity task scheduler -->  
  <!-- The default values would be applied to all the queues which don't have -->  
  <!-- the appropriate property for the particular queue -->  
  <property>  
    <name>mapred.capacity-scheduler.default-supports-priority</name>  
    <value>false</value>  
    <description>If true, priorities of jobs will be taken into   
      account in scheduling decisions by default in a job queue.  
    </description>  
  </property>  
    
  <property>  
    <name>mapred.capacity-scheduler.default-minimum-user-limit-percent</name>  
    <value>100</value>  
    <description>The percentage of the resources limited to a particular user  
      for the job queue at any given point of time by default.  
    </description>  
  </property>  
  
  
  <property>  
    <name>mapred.capacity-scheduler.default-user-limit-factor</name>  
    <value>1</value>  
    <description>The default multiple of queue-capacity which is used to   
    determine the amount of slots a single user can consume concurrently.  
    </description>  
  </property>  
  
  <property>  
    <name>mapred.capacity-scheduler.default-maximum-active-tasks-per-queue</name>  
    <value>200000</value>  
    <description>The default maximum number of tasks, across all jobs in the   
    queue, which can be initialized concurrently. Once the queue's jobs exceed   
    this limit they will be queued on disk.    
    </description>  
  </property>  
  
  <property>  
    <name>mapred.capacity-scheduler.default-maximum-active-tasks-per-user</name>  
    <value>100000</value>  
    <description>The default maximum number of tasks per-user, across all the of   
    the user's jobs in the queue, which can be initialized concurrently. Once   
    the user's jobs exceed this limit they will be queued on disk.    
    </description>  
  </property>  
  
  <property>  
    <name>mapred.capacity-scheduler.default-init-accept-jobs-factor</name>  
    <value>10</value>  
    <description>The default multipe of (maximum-system-jobs * queue-capacity)   
    used to determine the number of jobs which are accepted by the scheduler.    
    </description>  
  </property>  
  
  <!-- Capacity scheduler Job Initialization configuration parameters -->  
  <property>  
    <name>mapred.capacity-scheduler.init-poll-interval</name>  
    <value>5000</value>  
    <description>The amount of time in miliseconds which is used to poll   
    the job queues for jobs to initialize.  
    </description>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.init-worker-threads</name>  
    <value>5</value>  
    <description>Number of worker threads which would be used by  
    Initialization poller to initialize jobs in a set of queue.  
    If number mentioned in property is equal to number of job queues  
    then a single thread would initialize jobs in a queue. If lesser  
    then a thread would get a set of queues assigned. If the number  
    is greater then number of threads would be equal to number of   
    job queues.  
    </description>  
  </property>  
  
  <!-- defualt -->
  <property>  
    <name>mapred.capacity-scheduler.queue.defualt.capacity</name>  
    <value>25</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.defualt.maximum-capacity</name>  
    <value>80</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.defualt.supports-priority</name>  
    <value>false</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.defualt.minimum-user-limit-percent</name>  
    <value>20</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.defualt.user-limit-factor</name>  
    <value>10</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.defualt.maximum-initialized-active-tasks</name>  
    <value>200000</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.defualt.maximum-initialized-active-tasks-per-user</name>  
    <value>100000</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.defualt.init-accept-jobs-factor</name>  
    <value>100</value>  
  </property>  


<!-- etl -->
  <property>  
    <name>mapred.capacity-scheduler.queue.etl.capacity</name>  
    <value>25</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.etl.maximum-capacity</name>  
    <value>80</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.etl.supports-priority</name>  
    <value>false</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.etl.minimum-user-limit-percent</name>  
    <value>20</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.etl.user-limit-factor</name>  
    <value>10</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.etl.maximum-initialized-active-tasks</name>  
    <value>200000</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.etl.maximum-initialized-active-tasks-per-user</name>  
    <value>100000</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.etl.init-accept-jobs-factor</name>  
    <value>100</value>  
  </property>

 <!-- day -->
  <property>  
    <name>mapred.capacity-scheduler.queue.day.capacity</name>  
    <value>25</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.day.maximum-capacity</name>  
    <value>80</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.day.supports-priority</name>  
    <value>false</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.day.minimum-user-limit-percent</name>  
    <value>20</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.day.user-limit-factor</name>  
    <value>10</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.day.maximum-initialized-active-tasks</name>  
    <value>200000</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.day.maximum-initialized-active-tasks-per-user</name>  
    <value>100000</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.day.init-accept-jobs-factor</name>  
    <value>100</value>  
  </property>

 <!-- general -->
  <property>  
    <name>mapred.capacity-scheduler.queue.general.capacity</name>  
    <value>25</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.general.maximum-capacity</name>  
    <value>80</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.general.supports-priority</name>  
    <value>false</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.general.minimum-user-limit-percent</name>  
    <value>20</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.general.user-limit-factor</name>  
    <value>10</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.general.maximum-initialized-active-tasks</name>  
    <value>200000</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.general.maximum-initialized-active-tasks-per-user</name>  
    <value>100000</value>  
  </property>  
  <property>  
    <name>mapred.capacity-scheduler.queue.general.init-accept-jobs-factor</name>  
    <value>100</value>  
  </property>
    
</configuration> 

 

 

3.拷贝jar包到hadoop（有jobtracker）的lib下hadoop-capacity-scheduler-0.20.203.0.jar