Apache Spark has become the de facto standard for processing data at scale, whether for querying large datasets, training machine learning models to predict future trends, or processing streaming data ...

IMPORTANT: This tutorial should be run inside a container environment. The local paths and Ducklake folder structure are configured for demo purposes and assume a containerized environment.

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