spark.apache.org

Apache Spark is a multi-language engine designed for data engineering, data science, and machine learning. It allows processing data in batches and real-time streams using various languages like Python, SQL, Scala, Java, or R. Spark also offers SQL analytics for fast, distributed queries and enables data science at scale by handling petabyte-scale data without downsampling. It supports machine learning algorithms, allowing training on a smaller scale and scaling to large clusters. The software is open-source, with a large community of contributors and users.

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