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)
delight
A Spark UI and Spark History Server alternative with CPU and Memory metrics! Delight is free, cross-platform, and open-source. (by datamechanics)
| sparkMeasure | delight | |
|---|---|---|
| 1 | 2 | |
| 742 | 339 | |
| 1.9% | - | |
| 5.6 | 1.2 | |
| 12 days ago | 11 months ago | |
| Scala | Scala | |
| Apache License 2.0 | GNU General Public License v3.0 or later |
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.
-
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.
delight
Posts with mentions or reviews of delight.
We have used some of these posts to build our list of alternatives
and similar projects.
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The New & Improved Spark UI & Spark History Server is now Generally Available
We encourage you to try it out! Sign up, follow the installation instructions on our github page, and let us know your feedback over email (by replying to the welcome email) or using the live chat window in the product.
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Public Release of Delight - A Spark UI complement with CPU & Memory metrics that will Delight you! Works for free on top of ANY Spark platform. Install our open-source agent and try it out!
Follow our Github https://github.com/datamechanics/delight or my LinkedIn https://www.linkedin.com/in/jystephan/ for updates.
What are some alternatives?
When comparing sparkMeasure and delight you can also consider the following projects:
dblink - Distributed Bayesian Entity Resolution in Apache Spark
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
Spark Utils - Basic framework utilities to quickly start writing production ready Apache Spark applications
Spark Tools - Executable Apache Spark Tools: Format Converter & SQL Processor
rfc8312bis - Revision of RFC8312 "CUBIC for Fast Long-Distance Networks"