incubator-livy
lighter
incubator-livy | lighter | |
---|---|---|
1 | 2 | |
14 | 81 | |
- | - | |
0.0 | 9.7 | |
3 months ago | 5 days ago | |
Scala | Java | |
Apache License 2.0 | MIT License |
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incubator-livy
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Spark is lit once again
Latter was a go-to solution at the time when we were only using Spark on YARN. Sadly Apache Livy is not maintained anymore: it has no K8s support, Spark client is more and more outdated with every passing day. For some time we used @jahstreet's fork which had K8s available. But then we saw that the Livy project hadn't received any updates and we decided to implement our own solution - Exacaster Lighter.
lighter
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State of connecting (Jupyter) notebooks to remote Spark 3+ clusters
I also ran into https://github.com/exacaster/lighter, and thought I’d give it a go.
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Spark is lit once again
Latter was a go-to solution at the time when we were only using Spark on YARN. Sadly Apache Livy is not maintained anymore: it has no K8s support, Spark client is more and more outdated with every passing day. For some time we used @jahstreet's fork which had K8s available. But then we saw that the Livy project hadn't received any updates and we decided to implement our own solution - Exacaster Lighter.
What are some alternatives?
kyuubi - Apache Kyuubi is a distributed and multi-tenant gateway to provide serverless SQL on data warehouses and lakehouses.
sparkmagic - Jupyter magics and kernels for working with remote Spark clusters
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
incubator-livy - Apache Livy is an open source REST interface for interacting with Apache Spark from anywhere.
Apache Hadoop - Apache Hadoop
linkis - Apache Linkis builds a computation middleware layer to facilitate connection, governance and orchestration between the upper applications and the underlying data engines.
batch-processing-gateway - The gateway component to make Spark on K8s much easier for Spark users.
IJava - A Jupyter kernel for executing Java code.