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Install spark locally mac1/7/2023 It also supports other high-level tools like Spark-SQL for structured data processing, MLib for machine learning, GraphX for graph processing and Spark streaming for continuous data stream processing.īelow installation, steps are for macOS. Apache Spark works with HDFS and can be up to 100 times faster than Hadoop Map-Reduce. It provides API in Java, Scala, R, and Python. IntroductionĪpache Spark is an open-source cluster computing framework with in-memory data processing engine. In this post, we feature a comprehensive Apache Spark Installation Guide.
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