RAPIDS Accelerator for Apache Spark Tools

This repo provides the tools to use RAPIDS Accelerator for Apache Spark.

Catalog

RAPIDS core tools: Tools that help developers getting the most out of their Apache Spark applications without any code change:
- Report acceleration potential of RAPIDS Accelerator for Apache Spark on a set of Spark applications.
- Generate comprehensive profiling analysis for Apache Sparks executing on accelerated GPU instances. This information can be used to further tune and optimize the application.
spark-rapids-user-tools: A simple wrapper process around cloud service providers to run RAPIDS core tools across multiple cloud platforms. In addition, the output educates the users on the cost savings and acceleration potential of RAPIDS Accelerator for Apache Spark and makes recommendations to tune the application performance based on the cluster shape.

Name		Name	Last commit message	Last commit date
Latest commit History 571 Commits
.github		.github
core		core
data_validation		data_validation
scripts		scripts
user_tools		user_tools
.gitignore		.gitignore
.pre-commit-config.yaml		.pre-commit-config.yaml
.pylintrc		.pylintrc
CHANGELOG.md		CHANGELOG.md
CONTRIBUTING.md		CONTRIBUTING.md
LICENSE		LICENSE
NOTICE		NOTICE
NOTICE-binary		NOTICE-binary
README.md		README.md
SECURITY.md		SECURITY.md