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| <a href="/docs/2.10.0/services/services" class='' >Using Ignite Services</a> |
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| >Benchmarking With Yardstick</a> |
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| <div class="left-nav__overlay"></div> |
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| |
| <article data-swiftype-index='true'> |
| <a class='edit-link' href="https://github.com/apache/ignite/tree/IGNITE-7595/docs/_docs/perf-and-troubleshooting/yardstick-benchmarking.adoc" target="_blank">Edit</a> |
| |
| <h1>Benchmarking Ignite With Yardstick Framework</h1> |
| |
| <div class="sect1"> |
| <h2 id="yardstick-ignite-benchmarks">Yardstick Ignite Benchmarks</h2> |
| <div class="sectionbody"> |
| <div class="paragraph"> |
| <p>Apache Ignite benchmarks are written on top of the Yardstick Framework, allowing you to measure the performance of |
| various Apache Ignite components and modules. The documentation below describes how to execute and configure pre-assembled |
| benchmarks. If you need to add new benchmarks |
| or build existing one, then refer to the instructions from Ignite’s <code>DEVNOTES.txt</code> file in the source directory.</p> |
| </div> |
| <div class="paragraph"> |
| <p>Visit the <a href="https://github.com/gridgain/yardstick" target="_blank" rel="noopener">Yardstick Repository</a> for more details on the resulting graphs generation |
| and how the framework works.</p> |
| </div> |
| </div> |
| </div> |
| <div class="sect1"> |
| <h2 id="running-ignite-benchmarks-locally">Running Ignite Benchmarks Locally</h2> |
| <div class="sectionbody"> |
| <div class="paragraph"> |
| <p>The simplest way to start with benchmarking is to use one of the executable scripts available under the <code>benchmarks/bin</code> directory:</p> |
| </div> |
| <code-tabs><code-tab data-tab='Shell'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code data-lang="shell">./bin/benchmark-run-all.sh config/benchmark-sample.properties</code></pre> |
| </div> |
| </div></code-tab></code-tabs> |
| <div class="paragraph"> |
| <p>The command above will benchmark the cache <code>put</code> operations for a distributed atomic cache. The results of the benchmark |
| will be added to an auto-generated <code>output/results-{DATE-TIME}+\</code> directory.</p> |
| </div> |
| <div class="paragraph"> |
| <p>If the <code>./bin/benchmark-run-all.sh</code> command is executed as-is without any parameters and modifications in the configuration |
| file, then all the available benchmarks will be executed on a local machine using the <code>config/benchmark.properties</code> |
| configuration. In case of any issues, refer to the logs that are added to an auto-generated <code>output/logs-{DATE-TIME}</code> directory.</p> |
| </div> |
| <div class="paragraph"> |
| <p>For more information about available benchmarks and configuration parameters, refer to the |
| <a href="#existing-benchmarks">Existing Benchmarks</a> and <a href="#properties-and-command-line-arguments">Properties And Command Line Arguments</a> |
| sections below.</p> |
| </div> |
| </div> |
| </div> |
| <div class="sect1"> |
| <h2 id="running-ignite-benchmarks-remotely">Running Ignite Benchmarks Remotely</h2> |
| <div class="sectionbody"> |
| <div class="paragraph"> |
| <p>To benchmark Apache Ignite across several remote hosts:</p> |
| </div> |
| <div class="olist arabic"> |
| <ol class="arabic"> |
| <li> |
| <p>Go to <code>config/ignite-remote-config.xml</code> and replace <code><value>127.0.0.1:47500..47509</value></code> with actual IPs of all the remote |
| hosts. Refer to the documentation section below if you prefer to use another kind of IP finder: <a href="/docs/2.10.0/clustering/clustering">Cluster Configuration</a></p> |
| </li> |
| <li> |
| <p>Go to <code>config/benchmark-remote-sample.properties</code> and replace <code>localhost</code> with actual IPs of the remote hosts in the following places: |
| <code>SERVERS=localhost,localhost</code> |
| <code>DRIVERS=localhost,localhost</code> |
| where the <code>DRIVER</code> is a host (usually an Ignite client node) that executes benchmarking logic. <code>SERVERS</code> are Ignite nodes |
| that are benchmarked. Replace the <code>localhost</code> occurrences in the same places in the <code>config/benchmark-remote.properties</code> |
| file if you plan to execute a full set of benchmarks available.</p> |
| </li> |
| <li> |
| <p>Upload Ignite Yardstick Benchmarks to one of your <code>DRIVERS</code> host in its own working directory.</p> |
| </li> |
| <li> |
| <p>Log in on the remote host that will be the <code>DRIVER</code>, and execute the following command:</p> |
| <code-tabs><code-tab data-tab='Shell'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code data-lang="shell">./bin/benchmark-run-all.sh config/benchmark-remote-sample.properties</code></pre> |
| </div> |
| </div></code-tab></code-tabs> |
| </li> |
| </ol> |
| </div> |
| <div class="paragraph"> |
| <p>By default, all the necessary files will be automatically uploaded from the host in which you run the command above to |
| every other host to the same path. If you prefer to do it manually set the <code>AUTO_COPY</code> variable in property file to <code>false</code>.</p> |
| </div> |
| <div class="paragraph"> |
| <p>The command above will benchmark the cache put operation for a distributed atomic cache. The results of the benchmark will |
| be added to an auto-generated <code>output/results-{DATE-TIME}</code> directory.</p> |
| </div> |
| <div class="paragraph"> |
| <p>If you want to execute all the available benchmarks across the remote hosts, then execute the following command on the <code>DRIVER</code> side:</p> |
| </div> |
| <code-tabs><code-tab data-tab='Shell'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code data-lang="shell">./bin/benchmark-run-all.sh config/benchmark-remote.properties</code></pre> |
| </div> |
| </div></code-tab></code-tabs> |
| </div> |
| </div> |
| <div class="sect1"> |
| <h2 id="existing-benchmarks">Existing Benchmarks</h2> |
| <div class="sectionbody"> |
| <div class="paragraph"> |
| <p>The following benchmarks are provided by default:</p> |
| </div> |
| <div class="olist arabic"> |
| <ol class="arabic"> |
| <li> |
| <p><code>GetBenchmark</code> - benchmarks atomic distributed cache get operation.</p> |
| </li> |
| <li> |
| <p><code>PutBenchmark</code> - benchmarks atomic distributed cache put operation.</p> |
| </li> |
| <li> |
| <p><code>PutGetBenchmark</code> - benchmarks atomic distributed cache put and get operations together.</p> |
| </li> |
| <li> |
| <p><code>PutTxBenchmark</code> - benchmarks transactional distributed cache put operation.</p> |
| </li> |
| <li> |
| <p><code>PutGetTxBenchmark</code> - benchmarks transactional distributed cache put and get operations together.</p> |
| </li> |
| <li> |
| <p><code>SqlQueryBenchmark</code> - benchmarks distributed SQL query over cached data.</p> |
| </li> |
| <li> |
| <p><code>SqlQueryJoinBenchmark</code> - benchmarks distributed SQL query with a Join over cached data.</p> |
| </li> |
| <li> |
| <p><code>SqlQueryPutBenchmark</code> - benchmarks distributed SQL query with simultaneous cache updates.</p> |
| </li> |
| <li> |
| <p><code>AffinityCallBenchmark</code> - benchmarks affinity call operation.</p> |
| </li> |
| <li> |
| <p><code>ApplyBenchmark</code> - benchmarks apply operation.</p> |
| </li> |
| <li> |
| <p><code>BroadcastBenchmark</code> - benchmarks broadcast operations.</p> |
| </li> |
| <li> |
| <p><code>ExecuteBenchmark</code> - benchmarks execute operations.</p> |
| </li> |
| <li> |
| <p><code>RunBenchmark</code> - benchmarks running task operations.</p> |
| </li> |
| <li> |
| <p><code>PutGetOffHeapBenchmark</code> - benchmarks atomic distributed cache put and get operations together off-heap.</p> |
| </li> |
| <li> |
| <p><code>PutGetOffHeapValuesBenchmark</code> - benchmarks atomic distributed cache put value operations off-heap.</p> |
| </li> |
| <li> |
| <p><code>PutOffHeapBenchmark</code> - benchmarks atomic distributed cache put operations off-heap.</p> |
| </li> |
| <li> |
| <p><code>PutOffHeapValuesBenchmark</code> - benchmarks atomic distributed cache get value operations off-heap.</p> |
| </li> |
| <li> |
| <p><code>PutTxOffHeapBenchmark</code> - benchmarks transactional distributed cache put operation off-heap.</p> |
| </li> |
| <li> |
| <p><code>PutTxOffHeapValuesBenchmark</code> - benchmarks transactional distributed cache put value operation off-heap.</p> |
| </li> |
| <li> |
| <p><code>SqlQueryOffHeapBenchmark</code> -benchmarks distributed SQL query over cached data off-heap.</p> |
| </li> |
| <li> |
| <p><code>SqlQueryJoinOffHeapBenchmark</code> - benchmarks distributed SQL query with a Join over cached data off-heap.</p> |
| </li> |
| <li> |
| <p><code>SqlQueryPutOffHeapBenchmark</code> - benchmarks distributed SQL query with simultaneous cache updates off-heap.</p> |
| </li> |
| <li> |
| <p><code>PutAllBenchmark</code> - benchmarks atomic distributed cache batch put operation.</p> |
| </li> |
| <li> |
| <p><code>PutAllTxBenchmark</code> - benchmarks transactional distributed cache batch put operation.</p> |
| </li> |
| </ol> |
| </div> |
| </div> |
| </div> |
| <div class="sect1"> |
| <h2 id="properties-and-command-line-arguments">Properties And Command Line Arguments</h2> |
| <div class="sectionbody"> |
| <div class="paragraph"> |
| <p>Note that this section only describes configuration parameters specific to Ignite benchmarks, and not for Yardstick framework. |
| To run Ignite benchmarks and generate graphs, you will need to run them using the Yardstick framework scripts in the <code>bin</code> folder.</p> |
| </div> |
| <div class="paragraph"> |
| <p>Refer to the <a href="https://github.com/gridgain/yardstick/blob/master/README.md" target="_blank" rel="noopener">Yardstick Documentation</a> for common Yardstick |
| properties and command line arguments for running Yardstick scripts.</p> |
| </div> |
| <div class="paragraph"> |
| <p>The following Ignite benchmark properties can be defined in the benchmark configuration:</p> |
| </div> |
| <div class="ulist"> |
| <ul> |
| <li> |
| <p><code>-b <num></code> or <code>--backups <num></code> - Number of backups for every key.</p> |
| </li> |
| <li> |
| <p><code>-cfg <path></code> or <code>--Config <path></code> - Path to Ignite configuration file.</p> |
| </li> |
| <li> |
| <p><code>-cs</code> or <code>--cacheStore</code> - Enable or disable cache store readThrough, writeThrough.</p> |
| </li> |
| <li> |
| <p><code>-cl</code> or <code>--client</code> - Client flag. Use this flag if you running more than one <code>DRIVER</code>, otherwise additional drivers would behave like a <code>servers</code>.</p> |
| </li> |
| <li> |
| <p><code>-nc</code> or <code>--nearCache</code> - Near cache flag.</p> |
| </li> |
| <li> |
| <p><code>-nn <num></code> or <code>--nodeNumber <num></code> - Number of nodes (automatically set in <code>benchmark.properties</code>); used to wait for the specified number of nodes to start.</p> |
| </li> |
| <li> |
| <p><code>-sm <mode></code> or <code>-syncMode <mode></code> - Synchronization mode (defined in CacheWriteSynchronizationMode`).</p> |
| </li> |
| <li> |
| <p><code>-r <num></code> or <code>--range</code> - Range of keys that are randomly generated for cache operations.</p> |
| </li> |
| <li> |
| <p><code>-rd or --restartdelay</code> - Restart delay in seconds.</p> |
| </li> |
| <li> |
| <p><code>-rs or --restartsleep</code> - Restart sleep in seconds.</p> |
| </li> |
| <li> |
| <p><code>-rth <host></code> or <code>--restHost <host></code> - REST TCP host.</p> |
| </li> |
| <li> |
| <p><code>-rtp <num></code> or <code>--restPort <num></code> - REST TCP port, indicates that a Ignite node is ready to process Ignite Clients.</p> |
| </li> |
| <li> |
| <p><code>-ss</code> or <code>--syncSend</code> - Flag indicating whether synchronous send is used in <code>TcpCommunicationSpi</code>.</p> |
| </li> |
| <li> |
| <p><code>-txc <value></code> or <code>--txConcurrency <value></code> - Cache transaction concurrency control, either <code>OPTIMISTIC</code> or <code>PESSIMISTIC</code> (defined in <code>CacheTxConcurrency</code>).</p> |
| </li> |
| <li> |
| <p><code>-txi <value></code> or <code>--txIsolation <value></code> - Cache transaction isolation (defined in <code>CacheTxIsolation</code>).</p> |
| </li> |
| <li> |
| <p><code>-wb</code> or <code>--writeBehind</code> - Enable or disable writeBehind for cache store.</p> |
| </li> |
| </ul> |
| </div> |
| <div class="paragraph"> |
| <p>For example, if you want to run 2 <code>IgniteNode</code> servers on localhost with the <code>PutBenchmark</code> benchmark, number of |
| backups set to <code>1</code>, and synchronization mode set to <code>PRIMARY_SYNC</code>, then the following configuration should be specified |
| in the <code>benchmark.properties</code> file:</p> |
| </div> |
| <code-tabs><code-tab data-tab='Shell'><div class="listingblock"> |
| <div class="content"> |
| <pre class="rouge highlight"><code data-lang="shell"><span class="nv">SERVER_HOSTS</span><span class="o">=</span>localhost,localhost |
| ... |
| |
| <span class="c"># Note that -dn and -sn, which stand for data node and server node,</span> |
| <span class="c"># are native Yardstick parameters and are documented in</span> |
| <span class="c"># Yardstick framework.</span> |
| <span class="nv">CONFIGS</span><span class="o">=</span><span class="s2">"-b 1 -sm PRIMARY_SYNC -dn PutBenchmark</span><span class="sb">`</span>IgniteNode<span class="s2">"</span></code></pre> |
| </div> |
| </div></code-tab></code-tabs> |
| </div> |
| </div> |
| <div class="sect1"> |
| <h2 id="building-from-sources">Building From Sources</h2> |
| <div class="sectionbody"> |
| <div class="paragraph"> |
| <p>Run <code>mvn clean package -Pyardstick -pl modules/yardstick -am -DskipTests</code> in the Apache Ignite root directory.</p> |
| </div> |
| <div class="paragraph"> |
| <p>This command will compile the project and also unpack the scripts from <code>yardstick-resources.zip</code> file to <code>modules/yardstick/target/assembly/bin</code> directory.</p> |
| </div> |
| <div class="paragraph"> |
| <p>Artifacts can be found in the <code>modules/yardstick/target/assembly</code> directory.</p> |
| </div> |
| </div> |
| </div> |
| <div class="sect1"> |
| <h2 id="custom-ignite-benchmarks">Custom Ignite Benchmarks</h2> |
| <div class="sectionbody"> |
| <div class="paragraph"> |
| <p>All benchmarks extend the <code>AbstractBenchmark</code> class. A new benchmark should also extend this abstract class and |
| implement the <code>test</code> method (this is the method that actually tests performance).</p> |
| </div> |
| </div> |
| </div> |
| <div class="copyright"> |
| © 2021 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'> |
| <div class="toc-wrapper"> |
| <ul class="sectlevel1"> |
| <li><a href="#yardstick-ignite-benchmarks">Yardstick Ignite Benchmarks</a></li> |
| <li><a href="#running-ignite-benchmarks-locally">Running Ignite Benchmarks Locally</a></li> |
| <li><a href="#running-ignite-benchmarks-remotely">Running Ignite Benchmarks Remotely</a></li> |
| <li><a href="#existing-benchmarks">Existing Benchmarks</a></li> |
| <li><a href="#properties-and-command-line-arguments">Properties And Command Line Arguments</a></li> |
| <li><a href="#building-from-sources">Building From Sources</a></li> |
| <li><a href="#custom-ignite-benchmarks">Custom Ignite Benchmarks</a></li> |
| </ul> |
| </div> |
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