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<!doctype html><html lang=en class=no-js><head><meta charset=utf-8><meta http-equiv=x-ua-compatible content="IE=edge"><meta name=viewport content="width=device-width,initial-scale=1"><title>Beam Quickstart for Go</title><meta name=description content="Apache Beam is an open source, unified model and set of language-specific SDKs for defining and executing data processing workflows, and also data ingestion and integration flows, supporting Enterprise Integration Patterns (EIPs) and Domain Specific Languages (DSLs). Dataflow pipelines simplify the mechanics of large-scale batch and streaming data processing and can run on a number of runtimes like Apache Flink, Apache Spark, and Google Cloud Dataflow (a cloud service). Beam also brings DSL in different languages, allowing users to easily implement their data integration processes."><link href="https://fonts.googleapis.com/css?family=Roboto:100,300,400,500,700" rel=stylesheet><link rel=preload href=/scss/main.min.408fddfe3e8a45f87a5a8c9a839d77db667c1c534e5e5cd0d957ffc3dd6c14cf.css as=style><link href=/scss/main.min.408fddfe3e8a45f87a5a8c9a839d77db667c1c534e5e5cd0d957ffc3dd6c14cf.css rel=stylesheet integrity><script src=https://code.jquery.com/jquery-2.2.4.min.js></script><style>.body__contained img{max-width:100%}</style><script type=text/javascript src=/js/bootstrap.min.2979f9a6e32fc42c3e7406339ee9fe76b31d1b52059776a02b4a7fa6a4fd280a.js defer></script>
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<script>function showSearch(){addPlaceholder();var e,t=document.querySelector(".searchBar");t.classList.remove("disappear"),e=document.querySelector("#iconsBar"),e.classList.add("disappear")}function addPlaceholder(){$("input:text").attr("placeholder","What are you looking for?")}function endSearch(){var e,t=document.querySelector(".searchBar");t.classList.add("disappear"),e=document.querySelector("#iconsBar"),e.classList.remove("disappear")}function blockScroll(){$("body").toggleClass("fixedPosition")}function openMenu(){addPlaceholder(),blockScroll()}</script><div class="clearfix container-main-content"><div class="section-nav closed" data-offset-top=90 data-offset-bottom=500><span class="section-nav-back glyphicon glyphicon-menu-left"></span><nav><ul class=section-nav-list data-section-nav><li><span class=section-nav-list-main-title>Get started</span></li><li><a href=/get-started/beam-overview/>Beam Overview</a></li><li><a href=/get-started/an-interactive-overview-of-beam/>An Interactive Overview of Beam</a></li><li><span class=section-nav-list-title>Quickstarts</span><ul class=section-nav-list><li><a href=https://tour.beam.apache.org>Tour of Beam</a></li><li><a href=/get-started/try-apache-beam/>Try Apache Beam</a></li><li><a href=/get-started/try-beam-playground/>Try Beam Playground</a></li><li><a href=/get-started/quickstart/java/>Java quickstart</a></li><li><a href=/get-started/quickstart/python/>Python quickstart</a></li><li><a href=/get-started/quickstart/go/>Go quickstart</a></li><li><a href=/get-started/quickstart/typescript/>Typescript quickstart</a></li><li><a href=/get-started/from-spark/>Apache Spark</a></li><li><a href=/get-started/quickstart-java/>WordCount (Java)</a></li><li><a href=/get-started/quickstart-py/>WordCount (Python)</a></li><li><a href=/get-started/quickstart-go/>WordCount (Go)</a></li></ul></li><li><a href=/get-started/downloads>Install the SDK</a></li><li><span class=section-nav-list-title>Tutorials</span><ul class=section-nav-list><li><a href=/get-started/wordcount-example/>WordCount</a></li><li><a href=/get-started/mobile-gaming-example/>Mobile Gaming</a></li></ul></li><li class=section-nav-item--collapsible><span class=section-nav-list-title>Learning resources</span><ul class=section-nav-list><li><a href=/get-started/resources/learning-resources/#getting-started>Getting Started</a></li><li><a href=/get-started/resources/learning-resources/#articles>Articles</a></li><li><a href=/get-started/resources/learning-resources/#videos>Videos</a></li><li><a href=/get-started/resources/learning-resources/#courses>Courses</a></li><li><a href=/get-started/resources/learning-resources/#books>Books</a></li><li><a href=/get-started/resources/learning-resources/#certifications>Certifications</a></li><li><a href=/get-started/resources/learning-resources/#interactive-labs>Interactive Labs</a></li><li><a href=/get-started/resources/learning-resources/#beam-katas>Beam Katas</a></li><li><a href=/get-started/resources/learning-resources/#code-examples>Code Examples</a></li><li><a href=/get-started/resources/learning-resources/#api-reference>API Reference</a></li><li><a href=/get-started/resources/learning-resources/#feedback-and-suggestions>Feedback and Suggestions</a></li><li><a href=/get-started/resources/learning-resources/#how-to-contribute>How to Contribute</a></li><li><a href=/get-started/resources/videos-and-podcasts>Videos and Podcasts</a></li></ul></li><li><a href=/security>Security</a></li></ul></nav></div><nav class="page-nav clearfix" data-offset-top=90 data-offset-bottom=500><nav id=TableOfContents><ul><li><a href=#set-up-your-environment>Set up your environment</a></li><li><a href=#run-wordcount>Run wordcount</a></li><li><a href=#next-steps>Next Steps</a></li></ul></nav></nav><div class="body__contained body__section-nav"><h1 id=wordcount-quickstart-for-go>WordCount quickstart for Go</h1><p>This Quickstart will walk you through executing your first Beam pipeline to run <a href=/get-started/wordcount-example>WordCount</a>, written using Beam&rsquo;s <a href=/documentation/sdks/go>Go SDK</a>, on a <a href=/documentation#runners>runner</a> of your choice.</p><p>If you&rsquo;re interested in contributing to the Apache Beam Go codebase, see the <a href=/contribute>Contribution Guide</a>.</p><nav id=TableOfContents><ul><li><a href=#set-up-your-environment>Set up your environment</a></li><li><a href=#run-wordcount>Run wordcount</a></li><li><a href=#next-steps>Next Steps</a></li></ul></nav><h2 id=set-up-your-environment>Set up your environment</h2><p>The Beam SDK for Go requires <code>go</code> version 1.20 or newer. It can be downloaded <a href=https://golang.org/>here</a>. Check what go version you have by running:</p><div class=snippet><div class="notebook-skip code-snippet without_switcher"><a class=copy type=button data-bs-toggle=tooltip data-bs-placement=bottom title="Copy to clipboard"><img src=/images/copy-icon.svg></a><pre tabindex=0><code>go version</code></pre></div></div><p>If you are unfamiliar with Go, see the <a href=https://go.dev/doc/tutorial/getting-started>Get Started With Go Tutorial</a>.</p><h2 id=run-wordcount>Run wordcount</h2><p>The Apache Beam
<a href=https://github.com/apache/beam/tree/master/sdks/go/examples>examples</a>
directory has many examples. All examples can be run by passing the
required arguments described in the examples.</p><p>For example, to run <code>wordcount</code>, run:</p><div class='runner-direct snippet'><div class="notebook-skip code-snippet"><a class=copy type=button data-bs-toggle=tooltip data-bs-placement=bottom title="Copy to clipboard"><img src=/images/copy-icon.svg></a><pre tabindex=0><code class=language-direct data-lang=direct>go run github.com/apache/beam/sdks/v2/go/examples/wordcount@latest --input &#34;gs://apache-beam-samples/shakespeare/kinglear.txt&#34; --output counts
less counts</code></pre></div></div><div class='runner-dataflow snippet'><div class="notebook-skip code-snippet"><a class=copy type=button data-bs-toggle=tooltip data-bs-placement=bottom title="Copy to clipboard"><img src=/images/copy-icon.svg></a><pre tabindex=0><code class=language-dataflow data-lang=dataflow>go run github.com/apache/beam/sdks/v2/go/examples/wordcount@latest --input gs://dataflow-samples/shakespeare/kinglear.txt \
--output gs://&lt;your-gcs-bucket&gt;/counts \
--runner dataflow \
--project your-gcp-project \
--region your-gcp-region \
--temp_location gs://&lt;your-gcs-bucket&gt;/tmp/ \
--staging_location gs://&lt;your-gcs-bucket&gt;/binaries/</code></pre></div></div><div class='runner-spark snippet'><div class="notebook-skip code-snippet"><a class=copy type=button data-bs-toggle=tooltip data-bs-placement=bottom title="Copy to clipboard"><img src=/images/copy-icon.svg></a><pre tabindex=0><code class=language-spark data-lang=spark># Build and run the Spark job server from Beam source.
# -PsparkMasterUrl is optional. If it is unset the job will be run inside an embedded Spark cluster.
./gradlew :runners:spark:3:job-server:runShadow -PsparkMasterUrl=spark://localhost:7077
# In a separate terminal, run:
go run github.com/apache/beam/sdks/v2/go/examples/wordcount@latest --input &lt;PATH_TO_INPUT_FILE&gt; \
--output counts \
--runner spark \
--endpoint localhost:8099</code></pre></div></div><h2 id=next-steps>Next Steps</h2><ul><li>Learn more about the <a href=/documentation/sdks/go/>Beam SDK for Go</a>
and look through the <a href=https://pkg.go.dev/github.com/apache/beam/sdks/v2/go/pkg/beam>godoc</a>.</li><li>Walk through these WordCount examples in the <a href=/get-started/wordcount-example>WordCount Example Walkthrough</a>.</li><li>Clone the <a href=https://github.com/apache/beam-starter-go>Beam Go starter project</a>.</li><li>Take a self-paced tour through our <a href=/documentation/resources/learning-resources>Learning Resources</a>.</li><li>Dive in to some of our favorite <a href=/get-started/resources/videos-and-podcasts>Videos and Podcasts</a>.</li><li>Join the Beam <a href=/community/contact-us>users@</a> mailing list.</li></ul><p>Please don&rsquo;t hesitate to <a href=/community/contact-us>reach out</a> if you encounter any issues!</p><div class=feedback><p class=update>Last updated on 2024/05/08</p><h3>Have you found everything you were looking for?</h3><p class=description>Was it all useful and clear? Is there anything that you would like to change? Let us know!</p><button class=load-button><a href="https://docs.google.com/forms/d/e/1FAIpQLSfID7abne3GE6k6RdJIyZhPz2Gef7UkpggUEhTIDjjplHuxSA/viewform?usp=header_link" target=_blank>SEND FEEDBACK</a></button></div></div></div><footer class=footer><div class=footer__contained><div class=footer__cols><div class="footer__cols__col footer__cols__col__logos"><div class=footer__cols__col__logo><img src=/images/beam_logo_circle.svg class=footer__logo alt="Beam logo"></div><div class=footer__cols__col__logo><img src=/images/apache_logo_circle.svg class=footer__logo alt="Apache logo"></div></div><div class=footer-wrapper><div class=wrapper-grid><div class=footer__cols__col><div class=footer__cols__col__title>Start</div><div class=footer__cols__col__link><a href=/get-started/beam-overview/>Overview</a></div><div class=footer__cols__col__link><a href=/get-started/quickstart-java/>Quickstart (Java)</a></div><div class=footer__cols__col__link><a href=/get-started/quickstart-py/>Quickstart (Python)</a></div><div class=footer__cols__col__link><a href=/get-started/quickstart-go/>Quickstart (Go)</a></div><div class=footer__cols__col__link><a href=/get-started/downloads/>Downloads</a></div></div><div class=footer__cols__col><div class=footer__cols__col__title>Docs</div><div class=footer__cols__col__link><a href=/documentation/programming-guide/>Concepts</a></div><div class=footer__cols__col__link><a href=/documentation/pipelines/design-your-pipeline/>Pipelines</a></div><div class=footer__cols__col__link><a href=/documentation/runners/capability-matrix/>Runners</a></div></div><div class=footer__cols__col><div class=footer__cols__col__title>Community</div><div class=footer__cols__col__link><a href=/contribute/>Contribute</a></div><div class=footer__cols__col__link><a href=https://projects.apache.org/committee.html?beam target=_blank>Team<img src=/images/external-link-icon.png width=14 height=14 alt="External link."></a></div><div class=footer__cols__col__link><a href=/community/presentation-materials/>Media</a></div><div class=footer__cols__col__link><a href=/community/in-person/>Events/Meetups</a></div><div class=footer__cols__col__link><a href=/community/contact-us/>Contact Us</a></div></div><div class=footer__cols__col><div class=footer__cols__col__title>Resources</div><div class=footer__cols__col__link><a href=/blog/>Blog</a></div><div class=footer__cols__col__link><a href=https://github.com/apache/beam>GitHub</a></div></div></div><div class=footer__bottom>&copy;
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