lighter
batch-processing-gateway
| lighter | batch-processing-gateway | |
|---|---|---|
| 2 | 1 | |
| 80 | 167 | |
| - | 0.0% | |
| 9.7 | 6.1 | |
| 8 days ago | 17 days ago | |
| Java | Java | |
| MIT License | Apache License 2.0 |
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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 Sadly Apache Livy is not maintained anymore: it has no K8s support, Spark client is more and more outdated with every passing day.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.
batch-processing-gateway
What are some alternatives?
sparkmagic - Jupyter magics and kernels for working with remote Spark clusters
okta-azure-kubernetes-cosmosdb-example - Kubernetes Microservices on Azure with Cosmos DB
incubator-livy - Mirror of Apache livy (Incubating)
SREWorks - Cloud Native DataOps & AIOps Platform | 云原生数智运维平台
incubator-livy - Apache Livy is an open source REST interface for interacting with Apache Spark from anywhere.
linstor-server - High Performance Software-Defined Block Storage for container, cloud and virtualisation. Fully integrated with Docker, Kubernetes, Openstack, Proxmox etc.
kyuubi - Apache Kyuubi is a distributed and multi-tenant gateway to provide serverless SQL on data warehouses and lakehouses.
arcadedb - ArcadeDB Multi-Model Database, one DBMS that supports SQL, Cypher, Gremlin, HTTP/JSON, MongoDB and Redis. ArcadeDB is a conceptual fork of OrientDB, the first Multi-Model DBMS. ArcadeDB supports Vector Embeddings.
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
CosId - Universal, flexible, high-performance distributed ID generator. | 通用、灵活、高性能的分布式 ID 生成器
linkis - Apache Linkis builds a computation middleware layer to facilitate connection, governance and orchestration between the upper applications and the underlying data engines.
IJava - A Jupyter kernel for executing Java code.