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<h5>MapReduce</h5>
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<a href="../../../hadoop-mapreduce-client/hadoop-mapreduce-client-core/MapReduceTutorial.html">Tutorial</a>
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<a href="../../../hadoop-mapreduce-client/hadoop-mapreduce-client-core/MapReduce_Compatibility_Hadoop1_Hadoop2.html">Compatibility with 1.x</a>
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<a href="../../../hadoop-mapreduce-client/hadoop-mapreduce-client-core/EncryptedShuffle.html">Encrypted Shuffle</a>
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<a href="../../../hadoop-mapreduce-client/hadoop-mapreduce-client-core/PluggableShuffleAndPluggableSort.html">Pluggable Shuffle/Sort</a>
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<h5>MapReduce REST APIs</h5>
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<a href="../../../hadoop-mapreduce-client/hadoop-mapreduce-client-core/MapredAppMasterRest.html">MR Application Master</a>
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<h5>YARN</h5>
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<ul>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/YARN.html">Architecture</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/YarnCommands.html">Commands Reference</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/CapacityScheduler.html">Capacity Scheduler</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/FairScheduler.html">Fair Scheduler</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/ResourceManagerRestart.html">ResourceManager Restart</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/ResourceManagerHA.html">ResourceManager HA</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/ResourceModel.html">Resource Model</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/NodeLabel.html">Node Labels</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/NodeAttributes.html">Node Attributes</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/WebApplicationProxy.html">Web Application Proxy</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/TimelineServer.html">Timeline Server</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/TimelineServiceV2.html">Timeline Service V.2</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/WritingYarnApplications.html">Writing YARN Applications</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/YarnApplicationSecurity.html">YARN Application Security</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/NodeManager.html">NodeManager</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/DockerContainers.html">Running Applications in Docker Containers</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/RuncContainers.html">Running Applications in runC Containers</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/NodeManagerCgroups.html">Using CGroups</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/SecureContainer.html">Secure Containers</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/ReservationSystem.html">Reservation System</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/GracefulDecommission.html">Graceful Decommission</a>
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<li class="none">
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<a href="../../../hadoop-yarn/hadoop-yarn-site/OpportunisticContainers.html">Opportunistic Containers</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/Federation.html">YARN Federation</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/SharedCache.html">Shared Cache</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/UsingGpus.html">Using GPU</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/UsingFPGA.html">Using FPGA</a>
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<li class="none">
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<a href="../../../hadoop-yarn/hadoop-yarn-site/PlacementConstraints.html">Placement Constraints</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/YarnUI2.html">YARN UI2</a>
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</li>
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</ul>
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<h5>YARN REST APIs</h5>
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<ul>
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<li class="none">
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<a href="../../../hadoop-yarn/hadoop-yarn-site/WebServicesIntro.html">Introduction</a>
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</li>
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<li class="none">
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<a href="../../../hadoop-yarn/hadoop-yarn-site/ResourceManagerRest.html">Resource Manager</a>
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</li>
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<li class="none">
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<a href="../../../hadoop-yarn/hadoop-yarn-site/NodeManagerRest.html">Node Manager</a>
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<li class="none">
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<a href="../../../hadoop-yarn/hadoop-yarn-site/TimelineServer.html#Timeline_Server_REST_API_v1">Timeline Server</a>
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</li>
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<li class="none">
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<a href="../../../hadoop-yarn/hadoop-yarn-site/TimelineServiceV2.html#Timeline_Service_v.2_REST_API">Timeline Service V.2</a>
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</li>
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</ul>
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<h5>YARN Service</h5>
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<ul>
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<li class="none">
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<a href="../../../hadoop-yarn/hadoop-yarn-site/yarn-service/Overview.html">Overview</a>
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</li>
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<li class="none">
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<a href="../../../hadoop-yarn/hadoop-yarn-site/yarn-service/QuickStart.html">QuickStart</a>
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<a href="../../../hadoop-yarn/hadoop-yarn-site/yarn-service/Concepts.html">Concepts</a>
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</li>
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<li class="none">
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<a href="../../../hadoop-yarn/hadoop-yarn-site/yarn-service/YarnServiceAPI.html">Yarn Service API</a>
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</li>
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<li class="none">
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<a href="../../../hadoop-yarn/hadoop-yarn-site/yarn-service/ServiceDiscovery.html">Service Discovery</a>
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</li>
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<li class="none">
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<a href="../../../hadoop-yarn/hadoop-yarn-site/yarn-service/SystemServices.html">System Services</a>
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</li>
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</ul>
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<h5>Hadoop Compatible File Systems</h5>
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<ul>
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<li class="none">
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<a href="../../../hadoop-aliyun/tools/hadoop-aliyun/index.html">Aliyun OSS</a>
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</li>
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<li class="none">
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<a href="../../../hadoop-aws/tools/hadoop-aws/index.html">Amazon S3</a>
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</li>
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<li class="none">
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<a href="../../../hadoop-azure/index.html">Azure Blob Storage</a>
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</li>
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<li class="none">
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<a href="../../../hadoop-azure-datalake/index.html">Azure Data Lake Storage</a>
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</li>
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<li class="none">
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<a href="../../../hadoop-cos/cloud-storage/index.html">Tencent COS</a>
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</li>
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<li class="none">
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<a href="../../../hadoop-huaweicloud/cloud-storage/index.html">Huaweicloud OBS</a>
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</li>
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</ul>
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<h5>Auth</h5>
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<h1>Service Discovery</h1>
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<p>This document describes the mechanism of service discovery on Hadoop and the steps for enabling it.</p><section>
|
|
<h2><a name="Overview"></a>Overview</h2>
|
|
<p>A <a href="../registry/registry-dns.html">DNS server</a> is implemented to enable discovering services on Hadoop via the standard mechanism: DNS lookup.</p>
|
|
<p>The framework ApplicationMaster posts the container information such as hostname and IP address into the Hadoop service registry. The DNS server exposes the information in Hadoop service registry by translating them into DNS records such as A record and SRV record. Clients can then discover the IPs of containers via standard DNS lookup.</p>
|
|
<p>For non-docker containers (containers with null <code>Artifact</code> or with <code>Artifact</code> type set to <code>TARBALL</code>), since all containers on the same host share the same ip address, the DNS supports forward DNS lookup, but not support reverse DNS lookup. With docker, it supports both forward and reverse lookup, since each container can be configured to have its own unique IP. In addition, the DNS also supports configuring static zone files for both foward and reverse lookup.</p></section><section>
|
|
<h2><a name="Docker_Container_IP_Management_in_Cluster"></a>Docker Container IP Management in Cluster</h2>
|
|
<p>To support the use-case of per container per IP, containers must be launched with <code>bridge</code> network. However, with <code>bridge</code> network, containers running on one node are not routable from other nodes by default. This is not an issue if you are only doing single node testing, however, for a multi-node environment, containers must be made routable from other nodes.</p>
|
|
<p>There are several approaches to solve this depending on the platforms like GCE or AWS. Please refer to specific platform documentations for how to enable this. For on-prem cluster, one way to solve this issue is, on each node, configure the docker daemon to use a custom bridge say <code>br0</code> which is routable from all nodes. Also, assign an exclusive, contiguous range of IP addresses expressed in CIDR form e.g <code>172.21.195.240/26 (64 IPs)</code> to each docker daemon using the <code>fixed-cidr</code> option like below in the docker <code>daemon.json</code>:</p>
|
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|
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<div class="source">
|
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<div class="source">
|
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<pre>"bridge": "br0"
|
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"fixed-cidr": "172.21.195.240/26"
|
|
</pre></div></div>
|
|
|
|
<p>Check how to <a class="externalLink" href="https://docs.docker.com/engine/userguide/networking/default_network/custom-docker0/">customize docker bridge network</a> for details.</p></section><section>
|
|
<h2><a name="Naming_Convention_with_Registry_DNS"></a>Naming Convention with Registry DNS</h2>
|
|
<p>With the DNS support, user can simply access their services in a well-defined naming format as below:</p>
|
|
|
|
<div class="source">
|
|
<div class="source">
|
|
<pre>${COMPONENT_INSTANCE_NAME}.${SERVICE_NAME}.${USER}.${DOMAIN}
|
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</pre></div></div>
|
|
|
|
<p>For example, in a cluster whose domain name is <code>yarncluster</code> (as defined by the <code>hadoop.registry.dns.domain-name</code> in <code>core-site.xml</code>), a service named <code>hbase</code> deployed by user <code>devuser</code> with two components <code>hbasemaster</code> and <code>regionserver</code> can be accessed as below:</p>
|
|
<p>This URL points to the usual hbase master UI</p>
|
|
|
|
<div class="source">
|
|
<div class="source">
|
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<pre>http://hbasemaster-0.hbase.devuser.yarncluster:16010/master-status
|
|
</pre></div></div>
|
|
|
|
<p>Note that YARN service framework assigns <code>COMPONENT_INSTANCE_NAME</code> for each container in a sequence of monotonically increasing integers. For example, <code>hbasemaster-0</code> gets assigned <code>0</code> since it is the first and only instance for the <code>hbasemaster</code> component. In case of <code>regionserver</code> component, it can have multiple containers and so be named as such: <code>regionserver-0</code>, <code>regionserver-1</code>, <code>regionserver-2</code> … etc</p>
|
|
<p>Each YARN service component also has Multi-A Records for container fault tolerance or load balancing via RegistryDNS. The naming format is defined as:</p>
|
|
|
|
<div class="source">
|
|
<div class="source">
|
|
<pre>${COMPONENT_NAME}.${SERVICE_NAME}.${USER}.${DOMAIN}
|
|
</pre></div></div>
|
|
|
|
<p>For example, a component named www for application app launched by Chuck with 3 containers will have DNS records that look like:</p>
|
|
|
|
<div class="source">
|
|
<div class="source">
|
|
<pre>www.app.chuck.example.com IN A 123.123.123.1
|
|
www.app.chuck.example.com IN A 123.123.123.1
|
|
www.app.chuck.example.com IN A 123.123.123.1
|
|
</pre></div></div>
|
|
|
|
<p><code>Disclaimer</code>: The DNS implementation is still experimental. It should not be used as a fully-functional DNS.</p></section>
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