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Spark SQL is a key component of Apache Spark designed for working with structured data. It offers benefits such as optimized processing, compatibility with existing Hive data and queries, and integrated SQL capabilities. The evolution of Spark SQL has seen advancements like DataFrame API, Catalyst Optimizer, and efficient data access to various sources. With its relational and procedural interfaces, Spark SQL enables users to perform a wide range of operations on structured data, making it a popular choice for managing and analyzing data.
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