Apache Spark™ - Unified Engine for large-scale data analytics
Apache Spark is a multi-language engine for executing data engineering, data science, and machine learning on single-node machines or clusters.
Overview - Spark 3.5.3 Documentation - Apache Spark
It also supports a rich set of higher-level tools including Spark SQL for SQL and structured data processing, pandas API on Spark for pandas workloads, MLlib for machine learning, GraphX …
Documentation - Apache Spark
The documentation linked to above covers getting started with Spark, as well the built-in components MLlib, Spark Streaming, and GraphX. In addition, this page lists other resources …
Spark Structured Streaming - Apache Spark
Spark Structured Streaming abstracts away complex streaming concepts such as incremental processing, checkpointing, and watermarks so that you can build streaming applications and …
PySpark Overview — PySpark 3.5.3 documentation - Apache Spark
Spark SQL is Apache Spark’s module for working with structured data. It allows you to seamlessly mix SQL queries with Spark programs. With PySpark DataFrames you can efficiently read, …
Research | Apache Spark
Spark Research. Apache Spark started as a research project at UC Berkeley in the AMPLab, which focuses on big data analytics. Our goal was to design a programming model that …
News - Apache Spark
2024年9月26日 · Spark 0.9.0 is a major release and Spark’s largest release ever, with contributions from 83 developers. This release expands Spark’s standard libraries, introducing …
History - Apache Spark
Apache Spark started as a research project at the UC Berkeley AMPLab in 2009, and was open sourced in early 2010. Many of the ideas behind the system were presented in various …
Spark SQL and DataFrames - Spark 3.5.3 Documentation - Apache …
Spark SQL, DataFrames and Datasets Guide. Spark SQL is a Spark module for structured data processing. Unlike the basic Spark RDD API, the interfaces provided by Spark SQL provide …
Spark Release 3.0.0 - Apache Spark
Apache Spark 3.0.0 is the first release of the 3.x line. The vote passed on the 10th of June, 2020. This release is based on git tag v3.0.0 which includes all commits up to June 10. Apache …