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Today, AWS is announcing support for Spark Connect on Amazon EMR Serverless with EMR release 7.13 (Apache Spark 3.5.6) and later versions. You can now build and debug Spark applications from your preferred local environment while running full-scale Spark operations on EMR Serverless. Previously, code that worked on a local machine might break in production because of environment mismatches, dependency conflicts, or unexpected data patterns. The only way to catch it was a deploy-and-check cycle.

Picture this: You’re a financial analyst starting your Monday morning with a steaming cup of coffee, ready to review your investment portfolio.

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