Web Reference: What is Apache Spark SQL? Spark SQL brings native support for SQL to Spark and streamlines the process of querying data stored both in RDDs (Spark’s distributed datasets) and in external sources. Spark SQL conveniently blurs the lines between RDDs and relational tables. Spark SQL is a module for working with structured data in Spark programs or through standard JDBC and ODBC connectors. It supports SQL queries, DataFrame API, Hive integration, and various data sources. Spark SQL is a distributed query engine that provides low-latency, interactive queries up to 100x faster than MapReduce. It includes a cost-based optimizer, columnar storage, and code generation for fast queries, while scaling to thousands of nodes.
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