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What is Apache Spark? | Google Cloud

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Apache Spark is an analytics engine for large-scale data processing. Spark has libraries for Cloud SQL, streaming, machine learning, and graphs.

What is Apache Spark? | Google Cloud What is Apache Spark? Apache Spark is a unified analytics engine for large-scale data processing with built-in modules for SQL, streaming, machine learning, and graph processing. Spark can run on Kubernetes, standalone clusters, or natively in the cloud—and against diverse data sources. It provides rich APIs in Java, Scala, Python (PySpark), and R, making it accessible to a wide range of developers and data scientists. On Google Cloud, Apache Spark is transformed into a "Data-to-AI" platform with Managed Service for Apache Spark . By leveraging managed clus

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