sparkMeasure
mmlspark
sparkMeasure | mmlspark | |
---|---|---|
1 | 2 | |
642 | 2,489 | |
- | - | |
7.5 | 9.3 | |
12 days ago | over 2 years ago | |
Scala | Scala | |
Apache License 2.0 | MIT License |
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
-
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.
mmlspark
What are some alternatives?
dblink - Distributed Bayesian Entity Resolution in Apache Spark
SynapseML - Simple and Distributed Machine Learning
delight - A Spark UI and Spark History Server alternative with CPU and Memory metrics! Delight is free, cross-platform, and open-source.
isolation-forest - A Spark/Scala implementation of the isolation forest unsupervised outlier detection algorithm.
Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing
polyaxon - MLOps Tools For Managing & Orchestrating The Machine Learning LifeCycle
Spark Tools - Executable Apache Spark Tools: Format Converter & SQL Processor
Activeloop Hub - Data Lake for Deep Learning. Build, manage, query, version, & visualize datasets. Stream data real-time to PyTorch/TensorFlow. https://activeloop.ai [Moved to: https://github.com/activeloopai/deeplake]
Spark Utils - Basic framework utilities to quickly start writing production ready Apache Spark applications
metarank - A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine