![]() ![]() NOTE: If you are using this with a Spark standalone cluster you must ensure that the version (including minor version) matches or you may experience odd errors. You can download the full version of Spark from the Apache Spark downloads page. This Python packaged version of Spark is suitable for interacting with an existing cluster (be it Spark standalone, YARN, or Mesos) - but does not contain the tools required to set up your own standalone Spark cluster. The Python packaging for Spark is not intended to replace all of the other use cases. Using PySpark requires the Spark JARs, and if you are building this from source please see the builder instructions at This packaging is currently experimental and may change in future versions (although we will do our best to keep compatibility). This README file only contains basic information related to pip installed PySpark. Guide, on the project web page Python Packaging You can find the latest Spark documentation, including a programming Pandas API on Spark for pandas workloads, MLlib for machine learning, GraphX for graph processing,Īnd Structured Streaming for stream processing. Rich set of higher-level tools including Spark SQL for SQL and DataFrames, Supports general computation graphs for data analysis. High-level APIs in Scala, Java, Python, and R, and an optimized engine that Mac Studio (2022 and later), iMac (2019 and later), Mac Pro (2019 and later), Mac mini (2018 and later), MacBook Air (2018 and later), MacBook Pro (2018 and later), and iMac Pro (2017)Īpple Watch Series 3, Series 4, Series 5, Series 6, Series 7, and SEĪirPods (2nd generation and later), AirPods Pro (all models), AirPods MaxSpark is a unified analytics engine for large-scale data processing. ![]() IPhone 6s (all models), iPhone 7 (all models), iPhone SE (1st generation), iPad Air 2, iPad mini (4th generation), and iPod touch (7th generation)Īpple Watch Series 9 and Apple Watch Ultra 2 IPhone 8 and later, iPad Pro (all models), iPad Air 3rd generation and later, iPad 5th generation and later, and iPad mini 5th generation and later MacBook Pro (2021 and later) and iMac (2023) ![]() IPhone XS and later, iPad Pro 12.9-inch 2nd generation and later, iPad Pro 10.5-inch, iPad Pro 11-inch 1st generation and later, iPad Air 3rd generation and later, iPad 6th generation and later, and iPad mini 5th generation and later This update has no published CVE entries. ![]()
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