lighter
incubator-livy
| lighter | incubator-livy | |
|---|---|---|
| 2 | 1 | |
| 80 | 14 | |
| - | - | |
| 9.7 | 0.0 | |
| 8 days ago | 3 months ago | |
| Java | Scala | |
| MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
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
-
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.
-
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 Sadly Apache Livy is not maintained anymore: it has no K8s support, Spark client is more and more outdated with every passing day.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.
incubator-livy
-
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 Sadly Apache Livy is not maintained anymore: it has no K8s support, Spark client is more and more outdated with every passing day.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?
sparkmagic - Jupyter magics and kernels for working with remote Spark clusters
kyuubi - Apache Kyuubi is a distributed and multi-tenant gateway to provide serverless SQL on data warehouses and lakehouses.
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
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.