lighter
kyuubi
lighter | kyuubi | |
---|---|---|
2 | 1 | |
80 | 1,936 | |
- | 1.5% | |
9.7 | 9.8 | |
8 days ago | 7 days ago | |
Java | Scala | |
MIT License | Apache License 2.0 |
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For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
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 Sadly Apache Livy is not maintained anymore: it has no K8s support, Spark client is more and more outdated with every passing day.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.
kyuubi
What are some alternatives?
sparkmagic - Jupyter magics and kernels for working with remote Spark clusters
Trino - Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)
incubator-livy - Mirror of Apache livy (Incubating)
presto - Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io) [Moved to: https://github.com/trinodb/trino]
incubator-livy - Apache Livy is an open source REST interface for interacting with Apache Spark from anywhere.
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
cuelake - Use SQL to build ELT pipelines on a data lakehouse.
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.
opaque-sql - An encrypted data analytics platform