sparkMeasure
This is the development repository for sparkMeasure, a tool and library designed for efficient analysis and troubleshooting of Apache Spark jobs. It focuses on easing the collection and examination of Spark metrics, making it a practical choice for both developers and data engineers. (by LucaCanali)
Spark Tools
Executable Apache Spark Tools: Format Converter & SQL Processor (by tupol)
| sparkMeasure | Spark Tools | |
|---|---|---|
| 1 | - | |
| 742 | 11 | |
| 1.9% | - | |
| 5.6 | 0.0 | |
| 18 days ago | almost 2 years ago | |
| Scala | Scala | |
| Apache License 2.0 | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
sparkMeasure
Posts with mentions or reviews of sparkMeasure.
We have used some of these posts to build our list of alternatives
and similar projects.
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Spark Write Metrics
As an alternative to other proposed solutions, you could try and leverage the Spark metrics system to extract this information from accumulators. Metrics include total records and bytes written at each stage, among others. Take a look at SparkMeasure as well as an implementation example if you need to roll your own.
Spark Tools
Posts with mentions or reviews of Spark Tools.
We have used some of these posts to build our list of alternatives
and similar projects.
We haven't tracked posts mentioning Spark Tools yet.
Tracking mentions began in Dec 2020.
What are some alternatives?
When comparing sparkMeasure and Spark Tools you can also consider the following projects:
delight - A Spark UI and Spark History Server alternative with CPU and Memory metrics! Delight is free, cross-platform, and open-source.
metorikku - A simplified, lightweight ETL Framework based on Apache Spark
dblink - Distributed Bayesian Entity Resolution in Apache Spark
Vegas - The missing MatPlotLib for Scala + Spark
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
Sparkta - Real Time Analytics and Data Pipelines based on Spark Streaming