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cudf-spark-tools

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User tools for Spark RAPIDS

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# RAPIDS Accelerator for Apache Spark Tools

This repo provides the tools to use [RAPIDS Accelerator for Apache Spark](https://github.com/NVIDIA/spark-rapids).

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## Catalog

- [RAPIDS core tools](./core): 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](./user_tools): A simple wrapper process around cloud service 
  providers to run
  [RAPIDS core tools](./core) 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.

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