LucaCanali/sparkMeasure

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.

ScalaPythonpythonscalasparkapache-sparkperformance-metricsperformance-troubleshooting
This is stars and forks stats for /LucaCanali/sparkMeasure repository. As of 28 Apr, 2024 this repository has 598 stars and 132 forks.

SparkMeasure SparkMeasure is a tool for performance troubleshooting of Apache Spark jobs Troubleshooting and understanding the root causes of issues and errors from Spark jobs is often complicated. SparkMeasure simplifies the collection and analysis of Spark performance metrics. Use sparkMeasure for: troubleshooting interactive Spark workloads (use with notebooks and spark-shell/pyspark). development and, CI/CD by testing, measuring, and comparing Spark jobs' execution metrics with evolving configurations...
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