Lighthouse Alternatives

Shed light on your data layout in order to monitor the health of your Lakehouse tables and identify when data maintenance operations should be performed.
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Alternatives To Databeans/lighthouse
Project Name Stars Downloads Repos Using This Packages Using This Most Recent Commit Total Releases Latest Release Open Issues License Language
uber-common/jvm-profiler 1,717 0 0 over 2 years ago 0 14 other Java
JVM Profiler Sending Metrics to Kafka, Console Output or Custom Reporter
lucko/spark 904 0 0 about 2 years ago 0 39 gpl-3.0 Java
A performance profiler for Minecraft clients, servers, and proxies.
LucaCanali/sparkMeasure 603 0 2 over 2 years ago 9 August 10, 2022 0 apache-2.0 Scala
This is the development repository for sparkMeasure, a tool for performance troubleshooting of Apache Spark workloads. It simplifies the collection and analysis of Spark task and stage metrics data.
qubole/sparklens 520 0 0 almost 3 years ago 0 49 apache-2.0 Scala
Qubole Sparklens tool for performance tuning Apache Spark
minio/sidekick 503 0 0 over 2 years ago 34 February 14, 2022 1 agpl-3.0 Go
High Performance HTTP Sidecar Load Balancer
databricks/spark-sql-perf 452 0 0 about 4 years ago 2 January 25, 2016 52 apache-2.0 Scala
Azure/AzureDatabricksBestPractices 377 0 0 almost 3 years ago 0 11 cc-by-4.0
Version 1 of Technical Best Practices of Azure Databricks based on real world Customer and Technical SME inputs
apache/incubator-wayang 162 1 18 about 2 years ago 4 June 24, 2025 84 apache-2.0 Java
Apache Wayang(incubating) is the first cross-platform data processing system.
CrucibleMC/Crucible 151 0 0 over 2 years ago 0 35 gpl-3.0 Java
Crucible is a Thermos fork containing various patches for bug fixes and performance improvements. Join our discord to stay updated with the project development.
IntelLabs/HPAT.jl 122 0 0 over 3 years ago 0 11 bsd-2-clause Julia
High Performance Analytics Toolkit (HPAT) is a Julia-based framework for big data analytics on clusters.
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