State of connecting (Jupyter) notebooks to remote Spark 3+ clusters

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livy

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  • lighter

    REST API for Apache Spark on K8S or YARN

    • I also ran into https://github.com/exacaster/lighter, and thought I’d give it a go.

  • incubator-livy

    Apache Livy is an open source REST interface for interacting with Apache Spark from anywhere.

    • There’s definitely some patching that still has to happen depending on the version (just found this Spark 3.2 PR), but I presume many folks that actively use it have to maintain their own forks. Latest version of EMR is Spark 3.1.2, but 3.2 is coming soon.

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    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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