Python is now the most widely used language on Spark. In TPC-DS 30TB benchmark, Spark 3.0 is roughly two times faster than Spark 2.4. Various related optimizations are added in this release. These enhancements benefit all the higher-level libraries, including structured streaming and MLlib, and higher level APIs, including SQL and DataFrames. 46% of the resolved tickets are for Spark SQL. Spark SQL is the top active component in this release. Nowadays, Spark is the de facto unified engine for big data processing, data science, machine learning and data analytics workloads. Since its initial release in 2010, Spark has grown to be one of the most active open source projects. This year is Spark’s 10-year anniversary as an open source project. With the help of tremendous contributions from the open-source community, this release resolved more than 3400 tickets as the result of contributions from over 440 contributors. Apache Spark 3.0 builds on many of the innovations from Spark 2.x, bringing new ideas as well as continuing long-term projects that have been in development. This release is based on git tag v3.0.0 which includes all commits up to June 10. The vote passed on the 10th of June, 2020. Download the installer type for the operating system of your choice.Apache Spark 3.0.0 is the first release of the 3.x line.Certificate package installers are available in the Advanced tab.Token-based installers are available in the Download tab.Each panel includes separate procedures for both the token-based and certificate package installers: Click any of these operating system buttons to open their respective installer download panel. The Download Insight Agent page displays with a group of supported operating systems. Open the Add New dropdown in the upper right corner of the screen and click Agent.Open the left menu and click the Data Collection Management tab, then click Agents.If you are not directed to the Insight Platform Home page upon signing in, open the navigator in the upper left corner of your screen and click Insight Platform Home.Go to and sign in with your Insight account email address and password.To download a token-based or certificate package installer for your desired operating system: You must be a platform or product administrator to access Agent Management.
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