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<div class="innerhero__pre pb-3">Apache Ignite</div>
<h1 class="h1 innerhero__h1">
Real-Time Streaming<br />
APIs
</h1>
<div class="innerhero__descr pt-2 h5">Ingest streams of data and build event-driven architectures</div>
<div class="innerhero__action"><a class="button innerhero__button" href="https://ignite.apache.org/docs/latest/index">Start Coding</a></div>
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<p class="stream1__p h4">With Apache Ignite you can<strong> load and stream</strong> large finite — or never-ending — volumes of data<strong> in a scalable and fault-tolerant way</strong> into the cluster.</p>
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<img class="stream1__img" src="/img/features/streaming/speed.png" alt="speed" />
<p class="stream1__text">The rate at which data can be injected into Ignite <strong>exceeds millions of events per second </strong>on a moderately sized cluster.</p>
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<h2 class="stream2__h2 h4">Ignite Core Streaming APIs</h2>
<h3 class="stream2__h3">What are those APIs?</h3>
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With Ignite core streaming APIs such as IgniteDataStreamer you get basic streaming capabilities out of the box. You can stream and transform your data originating from multiple custom sources.<br /><br />Ignite data streamers
automatically buffer the data and group it into batches for better performance and send it in parallel to multiple nodes.
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<h2 class="stream3__h2 h4">IgniteDataStreamer is used for:</h2>
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<p class="stream3__text">Data loading</p>
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<p class="stream3__text">Real-time data streaming</p>
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<p class="stream3__text">Achieving advanced streaming capabilities by integrating with streaming frameworks:</p>
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<h2 class="stream4__h2 h4">Event-Driven Architecture Basic Principles</h2>
<p class="stream4__p">In many cases, streams of data we receive comprise events that we have to react to.<br /><span class="stream4__greys">With Apache Ignite, you can:</span></p>
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<div class="stream4__number">01</div>
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Enrich and transform your data<br />
on on-the-fly.
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<div class="stream4__number">02</div>
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Execute any calculations in response<br />
to an event on the cluster-node side.
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<div class="stream4__number">03</div>
<div class="stream4__text">React to your streams of data on the application side with continuous queries.</div>
<div class="stream4__grey">If streamed data represents an event, your application-side logic can react to it after receiving a notification from continuous queries.</div>
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<h3 class="h4 nativebotblock__title"><img class="nativebotblock__icon" src="/img/features/native-rocket.svg" alt="" /><span>Ready to Start?</span></h3>
<p class="nativebotblock__text">Start coding with Ignite Streaming APIs</p>
<a class="nativebotblock__link arrowlink" href="https://ignite.apache.org/docs/latest/data-streaming" target="_blank">Ignite Streaming APIs</a>
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<h3 class="h4 nativebotblock__title"><img class="nativebotblock__icon" src="/img/features/native-docs.svg" alt="" /><span>Want to Learn More?</span></h3>
<p class="nativebotblock__text">Explore our out-of-the-box integrations with Kafka, Flink, MQTT and other advanced streaming technologies</p>
<a class="nativebotblock__link arrowlink" href="https://ignite.apache.org/docs/latest/extensions-and-integrations/spring/spring-boot" target="_blank">Extensions and integrations guide</a>
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