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Spark SQL is a component on top of Spark Core that introduces a new data abstraction called SchemaRDD, which provides support for structured and semi-structured data. ... It allows users to write parallel computations, using a set of high-level operators, without having to worry about work distribution and fault tolerance. Unfortunately, in. Azure Databricks is a powerful platform for data pipelines using Apache Spark. It provides the power of Spark's distributed data processing capabilities with many features that make deploying and maintaining a cluster easier, including integration to other Azure components such as Azure Data Lake Storage and Azure SQL Database.

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