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markdown"><header><h1>Integrations FAQ</h1></header><h3 class="anchor anchorWithStickyNavbar_y2LR" id="does-aws-glue-support-hudi-">Does AWS GLUE support Hudi ?<a class="hash-link" href="#does-aws-glue-support-hudi-" title="Direct link to heading"></a></h3><p>AWS Glue jobs can write, read and update Glue Data Catalog for hudi tables. In order to successfully integrate with Glue Data Catalog, you need to subscribe to one of the AWS provided Glue connectors named "AWS Glue Connector for Apache Hudi". Glue job needs to have "Use Glue data catalog as the Hive metastore" option ticked. Detailed steps with a sample scripts is available on this article provided by AWS - <a href="https://aws.amazon.com/blogs/big-data/writing-to-apache-hudi-tables-using-aws-glue-connector/" target="_blank" rel="noopener noreferrer">https://aws.amazon.com/blogs/big-data/writing-to-apache-hudi-tables-using-aws-glue-connector/</a>.</p><p>In case if your using either notebooks or Zeppelin through Glue dev-endpoints, your script might not be able to integrate with Glue DataCatalog when writing to hudi tables.</p><h3 class="anchor anchorWithStickyNavbar_y2LR" id="how-to-override-hudi-jars-in-emr">How to override Hudi jars in EMR?<a class="hash-link" href="#how-to-override-hudi-jars-in-emr" title="Direct link to heading"></a></h3><p>If you are looking to override Hudi jars in your EMR clusters one way to achieve this is by providing the Hudi jars through a bootstrap script.</p><p>Here are the example steps for overriding Hudi version 0.7.0 in EMR 0.6.2.</p><p><strong>Build Hudi Jars:</strong></p><div class="codeBlockContainer_J+bg language-bash theme-code-block"><div class="codeBlockContent_csEI bash"><pre tabindex="0" class="prism-code language-bash codeBlock_rtdJ thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_1zSZ"><span class="token-line" style="color:#F8F8F2"><span class="token comment" style="color:rgb(98, 114, 164)"># Git clone</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> clone https://github.com/apache/hudi.git </span><span class="token operator">&&</span><span class="token plain"> </span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> hudi </span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># Get version 0.7.0</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">git</span><span class="token plain"> checkout --track origin/release-0.7.0</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># Build jars with spark 3.0.0 and scala 2.12 (since emr 6.2.0 uses spark 3 which requires scala 2.12):</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain">mvn clean package -DskipTests -Dspark3 -Dscala-2.12 -T </span><span class="token number">30</span><span class="token plain"> </span><br></span></code></pre><button type="button" aria-label="Copy code to clipboard" class="copyButton_M3SB clean-btn">Copy</button></div></div><p><strong>Copy jars to s3:</strong></p><p>These are the jars we are interested in after build completes. Copy them to a temp location first.</p><div class="codeBlockContainer_J+bg language-bash theme-code-block"><div class="codeBlockContent_csEI bash"><pre tabindex="0" class="prism-code language-bash codeBlock_rtdJ thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_1zSZ"><span class="token-line" style="color:#F8F8F2"><span class="token function" style="color:rgb(80, 250, 123)">mkdir</span><span class="token plain"> -p ~/Downloads/hudi-jars</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">cp</span><span class="token plain"> packaging/hudi-hadoop-mr-bundle/target/hudi-hadoop-mr-bundle-0.7.0.jar ~/Downloads/hudi-jars/</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">cp</span><span class="token plain"> packaging/hudi-hive-sync-bundle/target/hudi-hive-sync-bundle-0.7.0.jar ~/Downloads/hudi-jars/</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">cp</span><span class="token plain"> packaging/hudi-spark-bundle/target/hudi-spark-bundle_2.12-0.7.0.jar ~/Downloads/hudi-jars/</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">cp</span><span class="token plain"> packaging/hudi-timeline-server-bundle/target/hudi-timeline-server-bundle-0.7.0.jar ~/Downloads/hudi-jars/</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">cp</span><span class="token plain"> packaging/hudi-utilities-bundle/target/hudi-utilities-bundle_2.12-0.7.0.jar ~/Downloads/hudi-jars/</span><br></span></code></pre><button type="button" aria-label="Copy code to clipboard" class="copyButton_M3SB clean-btn">Copy</button></div></div><p>Upload all jars from ~/Downloads/hudi-jars/ to the s3 location s3://xxx/yyy/hudi-jars</p><p><strong>Include Hudi jars as part of the emr bootstrap script:</strong></p><p>Below script downloads Hudi jars from above s3 location. Use this script as part <code>bootstrap-actions</code> when launching the EMR cluster to install the jars in each node.</p><div class="codeBlockContainer_J+bg language-bash theme-code-block"><div class="codeBlockContent_csEI bash"><pre tabindex="0" class="prism-code language-bash codeBlock_rtdJ thin-scrollbar" style="color:#F8F8F2;background-color:#282A36"><code class="codeBlockLines_1zSZ"><span class="token-line" style="color:#F8F8F2"><span class="token shebang important">#!/bin/bash</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">sudo</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">mkdir</span><span class="token plain"> -p /mnt1/hudi-jars</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">sudo</span><span class="token plain"> aws s3 </span><span class="token function" style="color:rgb(80, 250, 123)">cp</span><span class="token plain"> s3://xxx/yyy/hudi-jars /mnt1/hudi-jars --recursive</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain" style="display:inline-block"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token comment" style="color:rgb(98, 114, 164)"># create symlinks</span><span class="token plain"></span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token builtin class-name" style="color:rgb(189, 147, 249)">cd</span><span class="token plain"> /mnt1/hudi-jars</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">sudo</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">ln</span><span class="token plain"> -sf hudi-hadoop-mr-bundle-0.7.0.jar hudi-hadoop-mr-bundle.jar</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">sudo</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">ln</span><span class="token plain"> -sf hudi-hive-sync-bundle-0.7.0.jar hudi-hive-sync-bundle.jar</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">sudo</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">ln</span><span class="token plain"> -sf hudi-spark-bundle_2.12-0.7.0.jar hudi-spark-bundle.jar</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">sudo</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">ln</span><span class="token plain"> -sf hudi-timeline-server-bundle-0.7.0.jar hudi-timeline-server-bundle.jar</span><br></span><span class="token-line" style="color:#F8F8F2"><span class="token plain"></span><span class="token function" style="color:rgb(80, 250, 123)">sudo</span><span class="token plain"> </span><span class="token function" style="color:rgb(80, 250, 123)">ln</span><span class="token plain"> -sf hudi-utilities-bundle_2.12-0.7.0.jar hudi-utilities-bundle.jar</span><br></span></code></pre><button type="button" aria-label="Copy code to clipboard" class="copyButton_M3SB clean-btn">Copy</button></div></div><p><strong>Using the overriden jar in Deltastreamer:</strong></p><p>When invoking DeltaStreamer specify the above jar location as part 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