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| <li> |
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| <a href="/docs/latest/distributed-computing/executor-service" |
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| class='' |
| >Executor Service</a> |
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| <li> |
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| <a href="/docs/latest/distributed-computing/map-reduce" |
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| class='' |
| >MapReduce API</a> |
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| </li> |
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| <li> |
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| <a href="/docs/latest/distributed-computing/load-balancing" |
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| class='' |
| >Load Balancing</a> |
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| </li> |
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| <li> |
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| <a href="/docs/latest/distributed-computing/fault-tolerance" |
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| class='' |
| >Fault Tolerance</a> |
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| </li> |
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| <li> |
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| <a href="/docs/latest/distributed-computing/job-scheduling" |
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| class='' |
| >Job Scheduling</a> |
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| </nav> |
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| <li> |
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| <a href="/docs/latest/collocated-computations" class='' >Colocating Computations with Data</a> |
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| <a href="/docs/latest/events/listening-to-events" |
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| class='' |
| >Enabling and Listenting to Events</a> |
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| <li> |
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| <a href="/docs/latest/events/events" |
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| <a href="/docs/latest/platform-cache" class='' >.NET Platform Cache</a> |
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| >Queue and Set</a> |
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| <li> |
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| <a href="/docs/latest/data-structures/atomic-types" |
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| >Atomic Types</a> |
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| <li> |
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| <a href="/docs/latest/data-structures/countdownlatch" |
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| class='' |
| >CountDownLatch</a> |
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| <li> |
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| <a href="/docs/latest/data-structures/atomic-sequence" |
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| <li> |
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| <a href="/docs/latest/data-structures/semaphore" |
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| class='' |
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| <li><a href="/docs/latest//machine-learning/regression/knn-regression" class=''>k-NN Regression</a></li> |
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| <li><a href="/docs/latest//machine-learning/clustering/introduction" class=''>Introduction</a></li> |
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| <li><a href="/docs/latest//machine-learning/clustering/k-means-clustering" class=''>K-Means Clustering</a></li> |
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| <li><a href="/docs/latest//machine-learning/clustering/gaussian-mixture" class=''>Gaussian mixture (GMM)</a></li> |
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| <li> |
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| <a href="/docs/latest/machine-learning/preprocessing" |
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| class='' |
| >Preprocessing</a> |
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| <li> |
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| class='collapsed '>Model Selection<img class="state-indicator" src="/assets/images/left-nav-arrow.svg"></button> |
| <nav class="sub_pages collapsed"> |
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| <li><a href="/docs/latest//machine-learning/model-selection/introduction" class=''>Introduction</a></li> |
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| <li><a href="/docs/latest//machine-learning/model-selection/evaluator" class=''>Evaluator</a></li> |
| |
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| <li><a href="/docs/latest//machine-learning/model-selection/split-the-dataset-on-test-and-train-datasets" class=''>Split the dataset on test and train datasets</a></li> |
| |
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| <li><a href="/docs/latest//machine-learning/model-selection/hyper-parameter-tuning" class=''>Hyper-parameter tuning</a></li> |
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| <li><a href="/docs/latest//machine-learning/model-selection/pipeline-api" class=''>Pipeline API</a></li> |
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| </nav> |
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| <li> |
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| <a href="/docs/latest/machine-learning/multiclass-classification" |
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| class='' |
| >Multiclass Classification</a> |
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| <li> |
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| <button |
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| <li><a href="/docs/latest//machine-learning/ensemble-methods/introduction" class=''></a></li> |
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| <li><a href="/docs/latest//machine-learning/ensemble-methods/stacking" class=''>Stacking</a></li> |
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| <li><a href="/docs/latest//machine-learning/ensemble-methods/baggin" class=''>Bagging</a></li> |
| |
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| <li><a href="/docs/latest//machine-learning/ensemble-methods/random-forest" class=''>Random Forest</a></li> |
| |
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| <li><a href="/docs/latest//machine-learning/ensemble-methods/gradient-boosting" class=''>Gradient Boosting</a></li> |
| |
| </nav> |
| |
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| <li> |
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| <a href="/docs/latest/machine-learning/recommendation-systems" |
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| class='' |
| >Recommendation Systems</a> |
| |
| </li> |
| |
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| <li> |
| |
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| <button |
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| <li><a href="/docs/latest//machine-learning/importing-model/introduction" class=''>Introduction</a></li> |
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| <li><a href="/docs/latest//machine-learning/importing-model/model-import-from-gxboost" class=''>Import Model from XGBoost</a></li> |
| |
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| <li><a href="/docs/latest//machine-learning/importing-model/model-import-from-apache-spark" class=''>Import Model from Apache Spark</a></li> |
| |
| </nav> |
| |
| </li> |
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| </nav> |
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| <a href="/docs/latest/monitoring-metrics/intro" |
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| >Introduction</a> |
| |
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| <li> |
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| <a href="/docs/latest/monitoring-metrics/cluster-id" |
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| class='' |
| >Cluster ID and Tag</a> |
| |
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| <li><a href="/docs/latest//monitoring-metrics/configuring-metrics" class=''>Configuring Metrics</a></li> |
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| <li><a href="/docs/latest//monitoring-metrics/metrics" class=''>JMX Metrics</a></li> |
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| <li><a href="/docs/latest//security/tde" class=''>Introduction</a></li> |
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| >Thin Clients Overview</a> |
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| >Java Thin Client</a> |
| |
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| <a href="/docs/latest/thin-clients/dotnet-thin-client" |
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| >.NET Thin Client</a> |
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| <li> |
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| <a href="/docs/latest/thin-clients/cpp-thin-client" |
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| >C++ Thin Client</a> |
| |
| </li> |
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| <li> |
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| <a href="/docs/latest/thin-clients/python-thin-client" |
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| class='' |
| >Python Thin Client</a> |
| |
| </li> |
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| <li> |
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| <a href="/docs/latest/thin-clients/php-thin-client" |
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| class='' |
| >PHP Thin Client</a> |
| |
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| <li> |
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| <a href="/docs/latest/thin-clients/nodejs-thin-client" |
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| class='' |
| >Node.js Thin Client</a> |
| |
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| |
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| <button |
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| <li><a href="/docs/latest//binary-client-protocol/binary-client-protocol" class=''>Binary Client Protocol</a></li> |
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| <li><a href="/docs/latest//binary-client-protocol/data-format" class=''>Data Format</a></li> |
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| <li><a href="/docs/latest//binary-client-protocol/key-value-queries" class=''>Key-Value Queries</a></li> |
| |
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| <li><a href="/docs/latest//binary-client-protocol/sql-and-scan-queries" class=''>SQL and Scan Queries</a></li> |
| |
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| <li><a href="/docs/latest//binary-client-protocol/binary-type-metadata" class=''>Binary Types Metadata</a></li> |
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| <li><a href="/docs/latest//binary-client-protocol/cache-configuration" class=''>Cache Configuration</a></li> |
| |
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| <li> |
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| <a href="/docs/latest/SQL/ODBC/odbc-driver" |
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| class='' |
| >ODBC Driver</a> |
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| </li> |
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| |
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| <li> |
| |
| <a href="/docs/latest/SQL/ODBC/connection-string-dsn" |
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| class='' |
| >Connection String and DSN</a> |
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| </li> |
| |
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| |
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| <li> |
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| <a href="/docs/latest/SQL/ODBC/querying-modifying-data" |
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| class='' |
| >Querying and Modifying Data</a> |
| |
| </li> |
| |
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| |
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| <li> |
| |
| <a href="/docs/latest/SQL/ODBC/specification" |
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| class='' |
| >Specification</a> |
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| </li> |
| |
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| |
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| <li> |
| |
| <a href="/docs/latest/SQL/ODBC/data-types" |
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| class='' |
| >Data Types</a> |
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| </li> |
| |
| |
| |
| |
| |
| <li> |
| |
| <a href="/docs/latest/SQL/ODBC/error-codes" |
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| class='' |
| >Error Codes</a> |
| |
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| |
| </nav> |
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| <li> |
| |
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| <a href="/docs/latest/restapi" class='' >REST API</a> |
| |
| </li> |
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| <li> |
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| |
| <a href="/docs/latest/control-script" class='' >Control Script</a> |
| |
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| <a href="/docs/latest/plugins" class='' >Plugins</a> |
| |
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| <li> |
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| |
| <a href="/docs/latest/sqlline" class='' >SQLLine</a> |
| |
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| |
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| <button type='button' data-guide-url="" class='group-toggle collapsed '>Ignite for Spark<img class="state-indicator" src="/assets/images/left-nav-arrow.svg"></button> |
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| <li> |
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| <a href="/docs/latest/ignite-for-spark/overview" |
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| class='' |
| >Overview</a> |
| |
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| |
| |
| |
| <li> |
| |
| <a href="/docs/latest/ignite-for-spark/ignitecontext-and-rdd" |
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| class='' |
| >IgniteContext and IgniteRDD</a> |
| |
| </li> |
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| <article data-swiftype-index='true'> |
| <a class='edit-link' href="https://github.com/apache/ignite/tree/IGNITE-7595/docs/_docs/clustering/discovery-in-the-cloud.adoc" target="_blank">Edit</a> |
| |
| <h1>Discovery in the Cloud</h1> |
| |
| <div id="preamble"> |
| <div class="sectionbody"> |
| <div class="paragraph"> |
| <p>Nodes discovery on a cloud platform is usually proven to be more |
| challenging because most virtual environments are subject to the |
| following limitations:</p> |
| </div> |
| <div class="ulist"> |
| <ul> |
| <li> |
| <p>Multicast is disabled;</p> |
| </li> |
| <li> |
| <p>TCP addresses change every time a new image is started.</p> |
| </li> |
| </ul> |
| </div> |
| <div class="paragraph"> |
| <p>Although you can use TCP-based discovery in the absence of the |
| Multicast, you still have to deal with constantly changing IP addresses. |
| This causes a serious inconvenience and makes configurations based on |
| static IPs virtually unusable in such environments.</p> |
| </div> |
| <div class="paragraph"> |
| <p>To mitigate the constantly changing IP addresses problem, Ignite supports a number of IP finders designed to work in the cloud:</p> |
| </div> |
| <div class="ulist"> |
| <ul> |
| <li> |
| <p>Apache jclouds IP Finder</p> |
| </li> |
| <li> |
| <p>Amazon S3 IP Finder</p> |
| </li> |
| <li> |
| <p>Amazon ELB IP Finder</p> |
| </li> |
| <li> |
| <p>Google Cloud Storage IP Finder</p> |
| </li> |
| </ul> |
| </div> |
| <div class="admonitionblock tip"> |
| <table> |
| <tr> |
| <td class="icon"> |
| <div class="title">Tip</div> |
| </td> |
| <td class="content"> |
| Cloud-based IP Finders allow you to create your configuration once and reuse it for all instances. |
| </td> |
| </tr> |
| </table> |
| </div> |
| </div> |
| </div> |
| <div class="sect1"> |
| <h2 id="apache-jclouds-ip-finder">Apache jclouds IP Finder</h2> |
| <div class="sectionbody"> |
| <div class="paragraph"> |
| <p>To mitigate the constantly changing IP addresses problem, Ignite supports automatic node discovery by utilizing Apache jclouds multi-cloud toolkit via <code>TcpDiscoveryCloudIpFinder</code>. |
| For information about Apache jclouds please refer to <a href="https://jclouds.apache.org">jclouds.apache.org</a>.</p> |
| </div> |
| <div class="paragraph"> |
| <p>The IP finder forms nodes addresses by getting the private and public IP addresses of all virtual machines running on the cloud and adding a port number to them. |
| The port is the one that is set with either <code>TcpDiscoverySpi.setLocalPort(int)</code> or <code>TcpDiscoverySpi.DFLT_PORT</code>. |
| This way all the nodes can try to connect to any formed IP address and initiate automatic grid node discovery.</p> |
| </div> |
| <div class="paragraph"> |
| <p>Refer to <a href="https://jclouds.apache.org/reference/providers/#compute">Apache jclouds providers section</a> to get the list of supported cloud platforms.</p> |
| </div> |
| <div class="admonitionblock caution"> |
| <table> |
| <tr> |
| <td class="icon"> |
| <div class="title">Caution</div> |
| </td> |
| <td class="content"> |
| All virtual machines must start Ignite instances on the same port, otherwise they will not be able to discover each other using this IP finder. |
| </td> |
| </tr> |
| </table> |
| </div> |
| <div class="paragraph"> |
| <p>Here is an example of how to configure Apache jclouds based IP finder:</p> |
| </div> |
| <code-tabs><code-tab data-tab='XML'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code data-lang="xml"><span class="nt"><bean</span> <span class="na">class=</span><span class="s">"org.apache.ignite.configuration.IgniteConfiguration"</span><span class="nt">></span> |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"discoverySpi"</span><span class="nt">></span> |
| <span class="nt"><bean</span> <span class="na">class=</span><span class="s">"org.apache.ignite.spi.discovery.tcp.TcpDiscoverySpi"</span><span class="nt">></span> |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"ipFinder"</span><span class="nt">></span> |
| <span class="nt"><bean</span> <span class="na">class=</span><span class="s">"org.apache.ignite.spi.discovery.tcp.ipfinder.cloud.TcpDiscoveryCloudIpFinder"</span><span class="nt">></span> |
| <span class="c"><!-- Configuration for Google Compute Engine. --></span> |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"provider"</span> <span class="na">value=</span><span class="s">"google-compute-engine"</span><span class="nt">/></span> |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"identity"</span> <span class="na">value=</span><span class="s">"YOUR_SERVICE_ACCOUNT_EMAIL"</span><span class="nt">/></span> |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"credentialPath"</span> <span class="na">value=</span><span class="s">"PATH_YOUR_PEM_FILE"</span><span class="nt">/></span> |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"zones"</span><span class="nt">></span> |
| <span class="nt"><list></span> |
| <span class="nt"><value></span>us-central1-a<span class="nt"></value></span> |
| <span class="nt"><value></span>asia-east1-a<span class="nt"></value></span> |
| <span class="nt"></list></span> |
| <span class="nt"></property></span> |
| <span class="nt"></bean></span> |
| <span class="nt"></property></span> |
| <span class="nt"></bean></span> |
| <span class="nt"></property></span> |
| <span class="nt"></bean></span></code></pre> |
| </div> |
| </div></code-tab><code-tab data-tab='Java'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code data-lang="java"><span class="nc">TcpDiscoverySpi</span> <span class="n">spi</span> <span class="o">=</span> <span class="k">new</span> <span class="nc">TcpDiscoverySpi</span><span class="o">();</span> |
| |
| <span class="nc">TcpDiscoveryCloudIpFinder</span> <span class="n">ipFinder</span> <span class="o">=</span> <span class="k">new</span> <span class="nc">TcpDiscoveryCloudIpFinder</span><span class="o">();</span> |
| |
| <span class="c1">// Configuration for AWS EC2.</span> |
| <span class="n">ipFinder</span><span class="o">.</span><span class="na">setProvider</span><span class="o">(</span><span class="s">"aws-ec2"</span><span class="o">);</span> |
| <span class="n">ipFinder</span><span class="o">.</span><span class="na">setIdentity</span><span class="o">(</span><span class="s">"yourAccountId"</span><span class="o">);</span> |
| <span class="n">ipFinder</span><span class="o">.</span><span class="na">setCredential</span><span class="o">(</span><span class="s">"yourAccountKey"</span><span class="o">);</span> |
| <span class="n">ipFinder</span><span class="o">.</span><span class="na">setRegions</span><span class="o">(</span><span class="nc">Collections</span><span class="o">.</span><span class="na">singletonList</span><span class="o">(</span><span class="s">"us-east-1"</span><span class="o">));</span> |
| <span class="n">ipFinder</span><span class="o">.</span><span class="na">setZones</span><span class="o">(</span><span class="nc">Arrays</span><span class="o">.</span><span class="na">asList</span><span class="o">(</span><span class="s">"us-east-1b"</span><span class="o">,</span> <span class="s">"us-east-1e"</span><span class="o">));</span> |
| |
| <span class="n">spi</span><span class="o">.</span><span class="na">setIpFinder</span><span class="o">(</span><span class="n">ipFinder</span><span class="o">);</span> |
| |
| <span class="nc">IgniteConfiguration</span> <span class="n">cfg</span> <span class="o">=</span> <span class="k">new</span> <span class="nc">IgniteConfiguration</span><span class="o">();</span> |
| |
| <span class="c1">// Override default discovery SPI.</span> |
| <span class="n">cfg</span><span class="o">.</span><span class="na">setDiscoverySpi</span><span class="o">(</span><span class="n">spi</span><span class="o">);</span> |
| |
| <span class="c1">// Start a node.</span> |
| <span class="nc">Ignition</span><span class="o">.</span><span class="na">start</span><span class="o">(</span><span class="n">cfg</span><span class="o">);</span></code></pre> |
| </div> |
| </div></code-tab><code-tab data-tab='C#/.NET' data-unavailable='true'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code>This API is not presently available for C#/.NET. You can use XML configuration.</code></pre> |
| </div> |
| </div></code-tab><code-tab data-tab='C++' data-unavailable='true'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code>This API is not presently available for C++. You can use XML configuration.</code></pre> |
| </div> |
| </div></code-tab></code-tabs> |
| </div> |
| </div> |
| <div class="sect1"> |
| <h2 id="amazon-s3-ip-finder">Amazon S3 IP Finder</h2> |
| <div class="sectionbody"> |
| <div class="paragraph"> |
| <p>Amazon S3-based discovery allows Ignite nodes to register their IP addresses on start-up in an Amazon S3 store. |
| This way other nodes can try to connect to any of the IP addresses stored in S3 and initiate automatic node discovery. |
| To use S3 based automatic node discovery, you need to configure the <code>TcpDiscoveryS3IpFindera</code> type of <code>ipFinder</code>.</p> |
| </div> |
| <div class="admonitionblock caution"> |
| <table> |
| <tr> |
| <td class="icon"> |
| <div class="title">Caution</div> |
| </td> |
| <td class="content"> |
| You must <a href="/docs/latest/setup#enabling-modules">enable the 'ignite-aws' module</a>. |
| </td> |
| </tr> |
| </table> |
| </div> |
| <div class="paragraph"> |
| <p>Here is an example of how to configure Amazon S3 based IP finder:</p> |
| </div> |
| <code-tabs><code-tab data-tab='XML'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code data-lang="xml"><span class="nt"><bean</span> <span class="na">class=</span><span class="s">"org.apache.ignite.configuration.IgniteConfiguration"</span><span class="nt">></span> |
| |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"discoverySpi"</span><span class="nt">></span> |
| <span class="nt"><bean</span> <span class="na">class=</span><span class="s">"org.apache.ignite.spi.discovery.tcp.TcpDiscoverySpi"</span><span class="nt">></span> |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"ipFinder"</span><span class="nt">></span> |
| <span class="nt"><bean</span> <span class="na">class=</span><span class="s">"org.apache.ignite.spi.discovery.tcp.ipfinder.s3.TcpDiscoveryS3IpFinder"</span><span class="nt">></span> |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"awsCredentials"</span> <span class="na">ref=</span><span class="s">"aws.creds"</span><span class="nt">/></span> |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"bucketName"</span> <span class="na">value=</span><span class="s">"YOUR_BUCKET_NAME"</span><span class="nt">/></span> |
| <span class="nt"></bean></span> |
| <span class="nt"></property></span> |
| <span class="nt"></bean></span> |
| <span class="nt"></property></span> |
| <span class="nt"></bean></span> |
| |
| <span class="c"><!-- AWS credentials. Provide your access key ID and secret access key. --></span> |
| <span class="nt"><bean</span> <span class="na">id=</span><span class="s">"aws.creds"</span> <span class="na">class=</span><span class="s">"com.amazonaws.auth.BasicAWSCredentials"</span><span class="nt">></span> |
| <span class="nt"><constructor-arg</span> <span class="na">value=</span><span class="s">"YOUR_ACCESS_KEY_ID"</span> <span class="nt">/></span> |
| <span class="nt"><constructor-arg</span> <span class="na">value=</span><span class="s">"YOUR_SECRET_ACCESS_KEY"</span> <span class="nt">/></span> |
| <span class="nt"></bean></span></code></pre> |
| </div> |
| </div></code-tab><code-tab data-tab='Java'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code data-lang="java"><span class="nc">TcpDiscoverySpi</span> <span class="n">spi</span> <span class="o">=</span> <span class="k">new</span> <span class="nc">TcpDiscoverySpi</span><span class="o">();</span> |
| |
| <span class="nc">BasicAWSCredentials</span> <span class="n">creds</span> <span class="o">=</span> <span class="k">new</span> <span class="nc">BasicAWSCredentials</span><span class="o">(</span><span class="s">"yourAccessKey"</span><span class="o">,</span> <span class="s">"yourSecreteKey"</span><span class="o">);</span> |
| |
| <span class="nc">TcpDiscoveryS3IpFinder</span> <span class="n">ipFinder</span> <span class="o">=</span> <span class="k">new</span> <span class="nc">TcpDiscoveryS3IpFinder</span><span class="o">();</span> |
| <span class="n">ipFinder</span><span class="o">.</span><span class="na">setAwsCredentials</span><span class="o">(</span><span class="n">creds</span><span class="o">);</span> |
| <span class="n">ipFinder</span><span class="o">.</span><span class="na">setBucketName</span><span class="o">(</span><span class="s">"yourBucketName"</span><span class="o">);</span> |
| |
| <span class="n">spi</span><span class="o">.</span><span class="na">setIpFinder</span><span class="o">(</span><span class="n">ipFinder</span><span class="o">);</span> |
| |
| <span class="nc">IgniteConfiguration</span> <span class="n">cfg</span> <span class="o">=</span> <span class="k">new</span> <span class="nc">IgniteConfiguration</span><span class="o">();</span> |
| |
| <span class="c1">// Override default discovery SPI.</span> |
| <span class="n">cfg</span><span class="o">.</span><span class="na">setDiscoverySpi</span><span class="o">(</span><span class="n">spi</span><span class="o">);</span> |
| |
| <span class="c1">// Start a node.</span> |
| <span class="nc">Ignition</span><span class="o">.</span><span class="na">start</span><span class="o">(</span><span class="n">cfg</span><span class="o">);</span></code></pre> |
| </div> |
| </div></code-tab><code-tab data-tab='C#/.NET' data-unavailable='true'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code>This API is not presently available for C#/.NET. You can use XML configuration.</code></pre> |
| </div> |
| </div></code-tab><code-tab data-tab='C++' data-unavailable='true'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code>This API is not presently available for C++. You can use XML configuration.</code></pre> |
| </div> |
| </div></code-tab></code-tabs> |
| <div class="paragraph"> |
| <p>You can also use <strong>Instance Profile</strong> for AWS credentials provider.</p> |
| </div> |
| <code-tabs><code-tab data-tab='XML'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code data-lang="xml"><span class="nt"><bean</span> <span class="na">class=</span><span class="s">"org.apache.ignite.configuration.IgniteConfiguration"</span><span class="nt">></span> |
| |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"discoverySpi"</span><span class="nt">></span> |
| <span class="nt"><bean</span> <span class="na">class=</span><span class="s">"org.apache.ignite.spi.discovery.tcp.TcpDiscoverySpi"</span><span class="nt">></span> |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"ipFinder"</span><span class="nt">></span> |
| <span class="nt"><bean</span> <span class="na">class=</span><span class="s">"org.apache.ignite.spi.discovery.tcp.ipfinder.s3.TcpDiscoveryS3IpFinder"</span><span class="nt">></span> |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"awsCredentialsProvider"</span> <span class="na">ref=</span><span class="s">"aws.creds"</span><span class="nt">/></span> |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"bucketName"</span> <span class="na">value=</span><span class="s">"YOUR_BUCKET_NAME"</span><span class="nt">/></span> |
| <span class="nt"></bean></span> |
| <span class="nt"></property></span> |
| <span class="nt"></bean></span> |
| <span class="nt"></property></span> |
| <span class="nt"></bean></span> |
| |
| <span class="c"><!-- Instance Profile based credentials --></span> |
| <span class="nt"><bean</span> <span class="na">id=</span><span class="s">"aws.creds"</span> <span class="na">class=</span><span class="s">"com.amazonaws.auth.InstanceProfileCredentialsProvider"</span><span class="nt">></span> |
| <span class="nt"><constructor-arg</span> <span class="na">value=</span><span class="s">"false"</span> <span class="nt">/></span> |
| <span class="nt"></bean></span></code></pre> |
| </div> |
| </div></code-tab><code-tab data-tab='Java'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code data-lang="java"><span class="nc">TcpDiscoverySpi</span> <span class="n">spi</span> <span class="o">=</span> <span class="k">new</span> <span class="nc">TcpDiscoverySpi</span><span class="o">();</span> |
| |
| <span class="nc">AWSCredentialsProvider</span> <span class="n">instanceProfileCreds</span> <span class="o">=</span> <span class="k">new</span> <span class="nc">InstanceProfileCredentialsProvider</span><span class="o">(</span><span class="kc">false</span><span class="o">);</span> |
| |
| <span class="nc">TcpDiscoveryS3IpFinder</span> <span class="n">ipFinder</span> <span class="o">=</span> <span class="k">new</span> <span class="nc">TcpDiscoveryS3IpFinder</span><span class="o">();</span> |
| <span class="n">ipFinder</span><span class="o">.</span><span class="na">setAwsCredentialsProvider</span><span class="o">(</span><span class="n">instanceProfileCreds</span><span class="o">);</span> |
| <span class="n">ipFinder</span><span class="o">.</span><span class="na">setBucketName</span><span class="o">(</span><span class="s">"yourBucketName"</span><span class="o">);</span> |
| |
| <span class="n">spi</span><span class="o">.</span><span class="na">setIpFinder</span><span class="o">(</span><span class="n">ipFinder</span><span class="o">);</span> |
| |
| <span class="nc">IgniteConfiguration</span> <span class="n">cfg</span> <span class="o">=</span> <span class="k">new</span> <span class="nc">IgniteConfiguration</span><span class="o">();</span> |
| |
| <span class="c1">// Override default discovery SPI.</span> |
| <span class="n">cfg</span><span class="o">.</span><span class="na">setDiscoverySpi</span><span class="o">(</span><span class="n">spi</span><span class="o">);</span> |
| |
| <span class="c1">// Start a node.</span> |
| <span class="nc">Ignition</span><span class="o">.</span><span class="na">start</span><span class="o">(</span><span class="n">cfg</span><span class="o">);</span></code></pre> |
| </div> |
| </div></code-tab><code-tab data-tab='C#/.NET' data-unavailable='true'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code>This API is not presently available for C#/.NET. You can use XML configuration.</code></pre> |
| </div> |
| </div></code-tab><code-tab data-tab='C++' data-unavailable='true'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code>This API is not presently available for C++. You can use XML configuration.</code></pre> |
| </div> |
| </div></code-tab></code-tabs> |
| </div> |
| </div> |
| <div class="sect1"> |
| <h2 id="amazon-elb-based-discovery">Amazon ELB Based Discovery</h2> |
| <div class="sectionbody"> |
| <div class="paragraph"> |
| <p>AWS ELB-based IP finder does not require nodes to register their IP |
| addresses. The IP finder automatically fetches addresses of all the |
| nodes connected under an ELB and uses them to connect to the cluster. To |
| use ELB based automatic node discovery, you need to configure the |
| <code>TcpDiscoveryElbIpFinder</code> type of <code>ipFinder</code>.</p> |
| </div> |
| <div class="paragraph"> |
| <p>Here is an example of how to configure Amazon ELB based IP finder:</p> |
| </div> |
| <code-tabs><code-tab data-tab='XML'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code data-lang="xml"><span class="nt"><bean</span> <span class="na">class=</span><span class="s">"org.apache.ignite.configuration.IgniteConfiguration"</span><span class="nt">></span> |
| |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"discoverySpi"</span><span class="nt">></span> |
| <span class="nt"><bean</span> <span class="na">class=</span><span class="s">"org.apache.ignite.spi.discovery.tcp.TcpDiscoverySpi"</span><span class="nt">></span> |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"ipFinder"</span><span class="nt">></span> |
| <span class="nt"><bean</span> <span class="na">class=</span><span class="s">"org.apache.ignite.spi.discovery.tcp.ipfinder.elb.TcpDiscoveryElbIpFinder"</span><span class="nt">></span> |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"credentialsProvider"</span><span class="nt">></span> |
| <span class="nt"><bean</span> <span class="na">class=</span><span class="s">"com.amazonaws.auth.AWSStaticCredentialsProvider"</span><span class="nt">></span> |
| <span class="nt"><constructor-arg</span> <span class="na">ref=</span><span class="s">"aws.creds"</span><span class="nt">/></span> |
| <span class="nt"></bean></span> |
| <span class="nt"></property></span> |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"region"</span> <span class="na">value=</span><span class="s">"YOUR_ELB_REGION_NAME"</span><span class="nt">/></span> |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"loadBalancerName"</span> <span class="na">value=</span><span class="s">"YOUR_AWS_ELB_NAME"</span><span class="nt">/></span> |
| <span class="nt"></bean></span> |
| <span class="nt"></property></span> |
| <span class="nt"></bean></span> |
| <span class="nt"></property></span> |
| <span class="nt"></bean></span> |
| |
| <span class="c"><!-- AWS credentials. Provide your access key ID and secret access key. --></span> |
| <span class="nt"><bean</span> <span class="na">id=</span><span class="s">"aws.creds"</span> <span class="na">class=</span><span class="s">"com.amazonaws.auth.BasicAWSCredentials"</span><span class="nt">></span> |
| <span class="nt"><constructor-arg</span> <span class="na">value=</span><span class="s">"YOUR_ACCESS_KEY_ID"</span> <span class="nt">/></span> |
| <span class="nt"><constructor-arg</span> <span class="na">value=</span><span class="s">"YOUR_SECRET_ACCESS_KEY"</span> <span class="nt">/></span> |
| <span class="nt"></bean></span></code></pre> |
| </div> |
| </div></code-tab><code-tab data-tab='Java'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code data-lang="java"><span class="nc">TcpDiscoverySpi</span> <span class="n">spi</span> <span class="o">=</span> <span class="k">new</span> <span class="nc">TcpDiscoverySpi</span><span class="o">();</span> |
| |
| <span class="nc">BasicAWSCredentials</span> <span class="n">creds</span> <span class="o">=</span> <span class="k">new</span> <span class="nc">BasicAWSCredentials</span><span class="o">(</span><span class="s">"yourAccessKey"</span><span class="o">,</span> <span class="s">"yourSecreteKey"</span><span class="o">);</span> |
| |
| <span class="nc">TcpDiscoveryElbIpFinder</span> <span class="n">ipFinder</span> <span class="o">=</span> <span class="k">new</span> <span class="nc">TcpDiscoveryElbIpFinder</span><span class="o">();</span> |
| <span class="n">ipFinder</span><span class="o">.</span><span class="na">setRegion</span><span class="o">(</span><span class="s">"yourElbRegion"</span><span class="o">);</span> |
| <span class="n">ipFinder</span><span class="o">.</span><span class="na">setLoadBalancerName</span><span class="o">(</span><span class="s">"yourLoadBalancerName"</span><span class="o">);</span> |
| <span class="n">ipFinder</span><span class="o">.</span><span class="na">setCredentialsProvider</span><span class="o">(</span><span class="k">new</span> <span class="nc">AWSStaticCredentialsProvider</span><span class="o">(</span><span class="n">creds</span><span class="o">));</span> |
| |
| <span class="n">spi</span><span class="o">.</span><span class="na">setIpFinder</span><span class="o">(</span><span class="n">ipFinder</span><span class="o">);</span> |
| |
| <span class="nc">IgniteConfiguration</span> <span class="n">cfg</span> <span class="o">=</span> <span class="k">new</span> <span class="nc">IgniteConfiguration</span><span class="o">();</span> |
| |
| <span class="c1">// Override default discovery SPI.</span> |
| <span class="n">cfg</span><span class="o">.</span><span class="na">setDiscoverySpi</span><span class="o">(</span><span class="n">spi</span><span class="o">);</span> |
| |
| <span class="c1">// Start the node.</span> |
| <span class="nc">Ignition</span><span class="o">.</span><span class="na">start</span><span class="o">(</span><span class="n">cfg</span><span class="o">);</span></code></pre> |
| </div> |
| </div></code-tab><code-tab data-tab='C#/.NET' data-unavailable='true'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code>This API is not presently available for C#/.NET. You can use XML configuration.</code></pre> |
| </div> |
| </div></code-tab><code-tab data-tab='C++' data-unavailable='true'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code>This API is not presently available for C++. You can use XML configuration.</code></pre> |
| </div> |
| </div></code-tab></code-tabs> |
| </div> |
| </div> |
| <div class="sect1"> |
| <h2 id="google-compute-discovery">Google Compute Discovery</h2> |
| <div class="sectionbody"> |
| <div class="paragraph"> |
| <p>Ignite supports automatic node discovery by utilizing Google Cloud Storage store. |
| This mechanism is implemented in <code>TcpDiscoveryGoogleStorageIpFinder</code>. |
| On start-up, each node registers its IP address in the storage and discovers other nodes by reading the storage.</p> |
| </div> |
| <div class="admonitionblock important"> |
| <table> |
| <tr> |
| <td class="icon"> |
| <div class="title">Important</div> |
| </td> |
| <td class="content"> |
| To use <code>TcpDiscoveryGoogleStorageIpFinder</code>, enable the <code>ignite-gce</code> <a href="/docs/latest/setup#enabling-modules">module</a> in your application. |
| </td> |
| </tr> |
| </table> |
| </div> |
| <div class="paragraph"> |
| <p>Here is an example of how to configure Google Cloud Storage based IP finder:</p> |
| </div> |
| <code-tabs><code-tab data-tab='XML'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code data-lang="xml"><span class="nt"><bean</span> <span class="na">class=</span><span class="s">"org.apache.ignite.configuration.IgniteConfiguration"</span><span class="nt">></span> |
| |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"discoverySpi"</span><span class="nt">></span> |
| <span class="nt"><bean</span> <span class="na">class=</span><span class="s">"org.apache.ignite.spi.discovery.tcp.TcpDiscoverySpi"</span><span class="nt">></span> |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"ipFinder"</span><span class="nt">></span> |
| <span class="nt"><bean</span> <span class="na">class=</span><span class="s">"org.apache.ignite.spi.discovery.tcp.ipfinder.gce.TcpDiscoveryGoogleStorageIpFinder"</span><span class="nt">></span> |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"projectName"</span> <span class="na">ref=</span><span class="s">"YOUR_GOOGLE_PLATFORM_PROJECT_NAME"</span><span class="nt">/></span> |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"bucketName"</span> <span class="na">value=</span><span class="s">"YOUR_BUCKET_NAME"</span><span class="nt">/></span> |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"serviceAccountId"</span> <span class="na">value=</span><span class="s">"YOUR_SERVICE_ACCOUNT_ID"</span><span class="nt">/></span> |
| <span class="nt"><property</span> <span class="na">name=</span><span class="s">"serviceAccountP12FilePath"</span> <span class="na">value=</span><span class="s">"PATH_TO_YOUR_PKCS12_KEY"</span><span class="nt">/></span> |
| <span class="nt"></bean></span> |
| <span class="nt"></property></span> |
| <span class="nt"></bean></span> |
| <span class="nt"></property></span> |
| <span class="nt"></bean></span></code></pre> |
| </div> |
| </div></code-tab><code-tab data-tab='Java'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code data-lang="java"><span class="nc">TcpDiscoverySpi</span> <span class="n">spi</span> <span class="o">=</span> <span class="k">new</span> <span class="nc">TcpDiscoverySpi</span><span class="o">();</span> |
| |
| <span class="nc">TcpDiscoveryGoogleStorageIpFinder</span> <span class="n">ipFinder</span> <span class="o">=</span> <span class="k">new</span> <span class="nc">TcpDiscoveryGoogleStorageIpFinder</span><span class="o">();</span> |
| |
| <span class="n">ipFinder</span><span class="o">.</span><span class="na">setServiceAccountId</span><span class="o">(</span><span class="s">"yourServiceAccountId"</span><span class="o">);</span> |
| <span class="n">ipFinder</span><span class="o">.</span><span class="na">setServiceAccountP12FilePath</span><span class="o">(</span><span class="s">"pathToYourP12Key"</span><span class="o">);</span> |
| <span class="n">ipFinder</span><span class="o">.</span><span class="na">setProjectName</span><span class="o">(</span><span class="s">"yourGoogleClourPlatformProjectName"</span><span class="o">);</span> |
| |
| <span class="c1">// Bucket name must be unique across the whole Google Cloud Platform.</span> |
| <span class="n">ipFinder</span><span class="o">.</span><span class="na">setBucketName</span><span class="o">(</span><span class="s">"your_bucket_name"</span><span class="o">);</span> |
| |
| <span class="n">spi</span><span class="o">.</span><span class="na">setIpFinder</span><span class="o">(</span><span class="n">ipFinder</span><span class="o">);</span> |
| |
| <span class="nc">IgniteConfiguration</span> <span class="n">cfg</span> <span class="o">=</span> <span class="k">new</span> <span class="nc">IgniteConfiguration</span><span class="o">();</span> |
| |
| <span class="c1">// Override default discovery SPI.</span> |
| <span class="n">cfg</span><span class="o">.</span><span class="na">setDiscoverySpi</span><span class="o">(</span><span class="n">spi</span><span class="o">);</span> |
| |
| <span class="c1">// Start the node.</span> |
| <span class="nc">Ignition</span><span class="o">.</span><span class="na">start</span><span class="o">(</span><span class="n">cfg</span><span class="o">);</span></code></pre> |
| </div> |
| </div></code-tab><code-tab data-tab='C#/.NET' data-unavailable='true'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code>This API is not presently available for C#/.NET. You can use XML configuration.</code></pre> |
| </div> |
| </div></code-tab><code-tab data-tab='C++' data-unavailable='true'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code>This API is not presently available for C++. You can use XML configuration.</code></pre> |
| </div> |
| </div></code-tab></code-tabs> |
| </div> |
| </div> |
| <div class="copyright"> |
| © 2020 The Apache Software Foundation.<br/> |
| Apache, Apache Ignite, the Apache feather and the Apache Ignite logo are either registered trademarks or trademarks of The Apache Software Foundation. |
| |
| </div> |
| |
| </article> |
| <nav class="right-nav" data-swiftype-index='false'> |
| <ul class="sectlevel1"> |
| <li><a href="#apache-jclouds-ip-finder">Apache jclouds IP Finder</a></li> |
| <li><a href="#amazon-s3-ip-finder">Amazon S3 IP Finder</a></li> |
| <li><a href="#amazon-elb-based-discovery">Amazon ELB Based Discovery</a></li> |
| <li><a href="#google-compute-discovery">Google Compute Discovery</a></li> |
| </ul> |
| |
| |
| <footer> |
| </footer> |
| |
| </nav> |
| |
| </section> |
| <script type='module' src='/assets/js/code-copy-to-clipboard.js' async crossorigin></script> |
| |
| <script> |
| // inits deep anchors -- needs to be done here because of https://www.bryanbraun.com/anchorjs/#dont-run-it-too-late |
| anchors.add('.page-docs h1, .page-docs h2, .page-docs h3:not(.discrete), .page-docs h4, .page-docs h5'); |
| anchors.options = { |
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| <script> |
| docsearch({ |
| // Your apiKey and indexName will be given to you once |
| // we create your config |
| apiKey: '3eee686c0ebe39eff3baeb18c56fa5f8', |
| indexName: 'apache_ignite', |
| // Replace inputSelector with a CSS selector |
| // matching your search input |
| inputSelector: '#search-input', |
| // algoliaOptions: { 'facetFilters': ["version:$VERSION"] }, |
| |
| // Set debug to true to inspect the dropdown |
| debug: false, |
| }); |
| </script> |
| <script type='module' src='/assets/js/index.js?1600377058' async crossorigin></script> |
| <script type='module' src='/assets/js/versioning.js?1600377058' async crossorigin></script> |
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