I am so glad to tell you the problem has been solved,thanks a lot. but the 
peformance improve only 300%, is there other good idea for config?
there is another problem is i am not able to follow the track the job like use 
framework yarn.so I  cant count the jobs and view the state which I have been 
finished.is there good suggestion.

the ignite config is 

<?xml version="1.0" encoding="UTF-8"?>

<!--
  Licensed to the Apache Software Foundation (ASF) under one or more
  contributor license agreements.  See the NOTICE file distributed with
  this work for additional information regarding copyright ownership.
  The ASF licenses this file to You under the Apache License, Version 2.0
  (the "License"); you may not use this file except in compliance with
  the License.  You may obtain a copy of the License at

       http://www.apache.org/licenses/LICENSE-2.0

  Unless required by applicable law or agreed to in writing, software
  distributed under the License is distributed on an "AS IS" BASIS,
  WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  See the License for the specific language governing permissions and
  limitations under the License.
-->

<!--
    Ignite Spring configuration file.

    When starting a standalone Ignite node, you need to execute the following 
command:
    {IGNITE_HOME}/bin/ignite.{bat|sh} path-to-this-file/default-config.xml

    When starting Ignite from Java IDE, pass path to this file into Ignition:
    Ignition.start("path-to-this-file/default-config.xml");
-->
<beans xmlns="http://www.springframework.org/schema/beans";
       xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"; 
xmlns:util="http://www.springframework.org/schema/util";
       xsi:schemaLocation="http://www.springframework.org/schema/beans
       http://www.springframework.org/schema/beans/spring-beans.xsd
       http://www.springframework.org/schema/util
       http://www.springframework.org/schema/util/spring-util.xsd";>

    <!--
        Optional description.
    -->
    <description>
        Spring file for Ignite node configuration with IGFS and Apache Hadoop 
map-reduce support enabled.
        Ignite node will start with this configuration by default.
    </description>

    <!--
        Initialize property configurer so we can reference environment 
variables.
    -->
    <bean id="propertyConfigurer" 
class="org.springframework.beans.factory.config.PropertyPlaceholderConfigurer">
        <property name="systemPropertiesModeName" 
value="SYSTEM_PROPERTIES_MODE_FALLBACK"/>
        <property name="searchSystemEnvironment" value="true"/>
    </bean>

    <!--
        Abstract IGFS file system configuration to be used as a template.
    -->
    <bean id="igfsCfgBase" 
class="org.apache.ignite.configuration.FileSystemConfiguration" abstract="true">
        <!-- Must correlate with cache affinity mapper. -->
        <property name="blockSize" value="#{128 * 1024}"/>
        <property name="perNodeBatchSize" value="512"/>
        <property name="perNodeParallelBatchCount" value="16"/>

        <property name="prefetchBlocks" value="32"/>
    </bean>

    <bean class="org.apache.ignite.configuration.CacheConfiguration">
  <!-- Store cache entries on-heap. -->
  <property name="memoryMode" value="ONHEAP_TIERED"/> 
  <!-- Enable Off-Heap memory with max size of 10 Gigabytes (0 for unlimited). 
-->
  <property name="offHeapMaxMemory" value="#{14 * 1024L * 1024L * 1024L}"/>
  <!-- Configure eviction policy. -->
  <property name="evictionPolicy">
    <bean 
class="org.apache.ignite.cache.eviction.igfs.IgfsPerBlockLruEvictionPolicy">
      <!-- Evict to off-heap after cache size reaches maxSize. -->
      <property name="maxSize" value="800000"/>
    </bean>
  </property>
  </bean>

    <!--
        Abstract cache configuration for IGFS file data to be used as a 
template.
    -->
    <bean id="dataCacheCfgBase" 
class="org.apache.ignite.configuration.CacheConfiguration" abstract="true">
        <property name="cacheMode" value="PARTITIONED"/>
        <property name="atomicityMode" value="TRANSACTIONAL"/>
        <property name="writeSynchronizationMode" value="FULL_SYNC"/>
        <property name="backups" value="0"/>
        <property name="affinityMapper">
            <bean class="org.apache.ignite.igfs.IgfsGroupDataBlocksKeyMapper">
                <!-- How many sequential blocks will be stored on the same 
node. -->
                <constructor-arg value="512"/>
            </bean>
        </property>
    </bean>

    <!--
        Abstract cache configuration for IGFS metadata to be used as a template.
    -->
    <bean id="metaCacheCfgBase" 
class="org.apache.ignite.configuration.CacheConfiguration" abstract="true">
        <property name="cacheMode" value="REPLICATED"/>
        <property name="atomicityMode" value="TRANSACTIONAL"/>
        <property name="writeSynchronizationMode" value="FULL_SYNC"/>
    </bean>

    <!--
        Configuration of Ignite node.
    -->
    <bean id="grid.cfg" 
class="org.apache.ignite.configuration.IgniteConfiguration">
        <!--
            Apache Hadoop Accelerator configuration.
        -->
        <property name="hadoopConfiguration">
            <bean class="org.apache.ignite.configuration.HadoopConfiguration">
                <!-- Information about finished jobs will be kept for 30 
seconds. -->
                <property name="finishedJobInfoTtl" value="30000"/>
            </bean>
        </property>

        <!--
            This port will be used by Apache Hadoop client to connect to Ignite 
node as if it was a job tracker.
        -->
        <property name="connectorConfiguration">
            <bean 
class="org.apache.ignite.configuration.ConnectorConfiguration">
                <property name="port" value="11211"/>
            </bean>
        </property>

        <!--
            Configure one IGFS file system instance named "igfs" on this node.
        -->
        <property name="fileSystemConfiguration">
            <list>
                <bean 
class="org.apache.ignite.configuration.FileSystemConfiguration" 
parent="igfsCfgBase">
                    <property name="name" value="igfs"/>

                    <!-- Caches with these names must be configured. -->
                    <property name="metaCacheName" value="igfs-meta"/>
                    <property name="dataCacheName" value="igfs-data"/>

                    <!-- Configure TCP endpoint for communication with the file 
system instance. -->
                    <property name="ipcEndpointConfiguration">
                        <bean 
class="org.apache.ignite.igfs.IgfsIpcEndpointConfiguration">
                            <property name="type" value="TCP" />
                            <property name="host" value="0.0.0.0" />
                            <property name="port" value="10500" />
                        </bean>
                    </property>

                    <!-- Sample secondary file system configuration.
                        'uri'      - the URI of the secondary file system.
                        'cfgPath'  - optional configuration path of the 
secondary file system,
                            e.g. /opt/foo/core-site.xml. Typically left to be 
null.
                        'userName' - optional user name to access the secondary 
file system on behalf of. Use it
                            if Hadoop client and the Ignite node are running on 
behalf of different users.
                    -->
                    <property name="secondaryFileSystem">
                        <bean 
class="org.apache.ignite.hadoop.fs.IgniteHadoopIgfsSecondaryFileSystem">
                            <constructor-arg name="uri" 
value="hdfs://*.*.*.*:9000"/>
                            <constructor-arg 
name="cfgPath"><null/></constructor-arg>
                            <constructor-arg name="userName" 
value="client-user-name"/>
                        </bean>
                    </property>
                </bean>
            </list>
        </property>

        <!--
            Caches needed by IGFS.
        -->
        <property name="cacheConfiguration">
            <list>
                <!-- File system metadata cache. -->
                <bean 
class="org.apache.ignite.configuration.CacheConfiguration" 
parent="metaCacheCfgBase">
                    <property name="name" value="igfs-meta"/>
                </bean>

                <!-- File system files data cache. -->
                <bean 
class="org.apache.ignite.configuration.CacheConfiguration" 
parent="dataCacheCfgBase">
                    <property name="name" value="igfs-data"/>
                </bean>
            </list>
        </property>

        <!--
            Disable events.
        -->
        <property name="includeEventTypes">
            <list>
                <util:constant 
static-field="org.apache.ignite.events.EventType.EVT_TASK_FAILED"/>
                <util:constant 
static-field="org.apache.ignite.events.EventType.EVT_TASK_FINISHED"/>
                <util:constant 
static-field="org.apache.ignite.events.EventType.EVT_JOB_MAPPED"/>
            </list>
        </property>

        <!--
            TCP discovery SPI can be configured with list of addresses if 
multicast is not available.
        -->
        <property name="discoverySpi">
            <bean class="org.apache.ignite.spi.discovery.tcp.TcpDiscoverySpi">
                <property name="ipFinder">
                    <bean 
class="org.apache.ignite.spi.discovery.tcp.ipfinder.vm.TcpDiscoveryVmIpFinder">
                        <property name="addresses">
                            <list>
                                <value>*.*.*.*</value>
                                <value>*.*.*.*:47500..47509</value>
                            </list>
                        </property>
                    </bean>
                </property>
            </bean>
        </property>
    </bean>
</beans>



[email protected] 
北京润通丰华科技有限公司
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电话 13811682465
 
From: Vladimir Ozerov
Date: 2016-03-17 13:37
To: user
Subject: Re: about mr accelerator question.
Hi,
 
The fact that you can work with 29G cluster with only 8G of memory might be
caused by the following things:
1) Your job doesn't use all data form cluster and hence caches only part of
it. This is the most likely case.
2) You have eviction policy configured for IGFS data cache. 
3) Or may be you use offheap.
Please provide the full XML configuration and we will be able to understand
it.
 
Anyways, your initial question was about out-of-memory. Could you provide
exact error message? Is it about heap memory or may be permgen?
 
As per execution time, this depends on your workload. If there are lots map
tasks and very active work with data, you will see improvement in speed. If
there are lots operations on file system (e.g. mkdirs, move, etc.) and very
little amount of map jobs, chances there will be no speedup at all. Provide
more details on the job you test and type of data you use and we will be
able to give you more ideas on what to do.
 
Vladimir.
 
 
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