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	<title>Keerthi Chadalavada &#8211; Noise</title>
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		<title>Introducing Apache Spark upgrade agent for Amazon EMR</title>
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		<dc:creator><![CDATA[Keerthi Chadalavada]]></dc:creator>
		<pubDate>Tue, 16 Dec 2025 01:04:59 +0000</pubDate>
				<category><![CDATA[Advanced (300)]]></category>
		<category><![CDATA[Amazon EMR]]></category>
		<category><![CDATA[Kiro]]></category>
		<category><![CDATA[Technical How-to]]></category>
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					<description><![CDATA[In this post, you learn how to assess your existing Amazon EMR Spark applications, use the Spark upgrade agent directly from the Kiro IDE, upgrade a sample e-commerce order analytics Spark application project (including build configs, source code, tests, and data quality validation), and review code changes before rolling them out through your CI/CD pipeline.]]></description>
		
		
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