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CONTRIBUTING.md

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Contributing to Spark RAPIDS Benchmarks

Contributing to Spark RAPIDS Benchmarks fall into the following three categories.

  1. To report a bug, request a new feature, or report a problem with documentation, please file an issue describing in detail the problem or new feature. The project team evaluates and triages issues, and schedules them for a release. If you believe the issue needs priority attention, please comment on the issue to notify the team.
  2. To propose and implement a new feature, please file a new feature request issue. Describe the intended feature and discuss the design and implementation with the team and community. Once the team agrees that the plan looks good, go ahead and implement it using the code contributions guide below.
  3. To implement a feature or bug-fix for an existing outstanding issue, please follow the code contributions guide below. If you need more context on a particular issue, please ask in a comment.

Building From Source

Nvidia Decision Support(NDS):

  • Please refer to nds/README for prerequisites and build instructions.

  • Note: the build step aims to:

    1. Apply code and query template modifications to original TPC-DS toolkit to make it compatible to Spark (see patches)
    2. Use maven to build a maven project that is used to only generate data on HDFS. (see tpcds-gen/src)

Code contributions

Source code layout

The repository contains the following parts:

Nvidia Decision Support(NDS):

  • cicd contains an settings.xml file used for maven build tool
  • properties property files that contains Spark configs used for submitting Spark jobs
  • pyspark_spy a third party library used to add SparkListener via pyspark
  • tpcds-gen
    • patches code changes and template modifications based on original TPC-DS tool
    • src Hadoop application code to generate data in HDFS
  • PysparkBenchReport.py generate json summary report reflecting statistics for NDS run
  • check.py utils to check build and validate input
  • nds_gen_data.py generate data in local or hdfs
  • nds_gen_query_stream.py generate query streams or specific query
  • nds_power.py functionality to execute Power Run
  • nds_transcode.py used to convert CSV data to Parquet
  • *.template template file contains Spark configs to submit a Power Run
  • spark-submit-template script to process template content

Integrated Development Environment

For python scripts, VSCode or PyCharm are recommended but developers can choose arbitary IDE they prefer. For java code in tpcds-gen/src, IntelliJ IDEA is recommended. It will download necessary dependencies once it opens the folder as a maven project.

Your first issue

  1. Read the project's README.md to learn how to build the project and run scripts.
  2. Find an issue to work on.

Coding style

  1. For Python PEP8 is used to check the adherence to this style.
  2. For Java Oracle Java code conventions is used to check the adherence to this style.

Sign your work

We require that all contributors sign-off on their commits. This certifies that the contribution is your original work, or you have rights to submit it under the same license, or a compatible license.

Any contribution which contains commits that are not signed off will not be accepted.

To sign off on a commit use the --signoff (or -s) option when committing your changes:

git commit -s -m "Add cool feature."

This will append the following to your commit message:

Signed-off-by: Your Name <[email protected]>

The sign-off is a simple line at the end of the explanation for the patch. Your signature certifies that you wrote the patch or otherwise have the right to pass it on as an open-source patch. Use your real name, no pseudonyms or anonymous contributions. If you set your user.name and user.email git configs, you can sign your commit automatically with git commit -s.

The signoff means you certify the below (from developercertificate.org):

Developer Certificate of Origin
Version 1.1

Copyright (C) 2004, 2006 The Linux Foundation and its contributors.
1 Letterman Drive
Suite D4700
San Francisco, CA, 94129

Everyone is permitted to copy and distribute verbatim copies of this
license document, but changing it is not allowed.


Developer's Certificate of Origin 1.1

By making a contribution to this project, I certify that:

(a) The contribution was created in whole or in part by me and I
    have the right to submit it under the open source license
    indicated in the file; or

(b) The contribution is based upon previous work that, to the best
    of my knowledge, is covered under an appropriate open source
    license and I have the right under that license to submit that
    work with modifications, whether created in whole or in part
    by me, under the same open source license (unless I am
    permitted to submit under a different license), as indicated
    in the file; or

(c) The contribution was provided directly to me by some other
    person who certified (a), (b) or (c) and I have not modified
    it.

(d) I understand and agree that this project and the contribution
    are public and that a record of the contribution (including all
    personal information I submit with it, including my sign-off) is
    maintained indefinitely and may be redistributed consistent with
    this project or the open source license(s) involved.

Attribution

Portions adopted from https://github.com/NVIDIA/spark-rapids/blob/main/CONTRIBUTING.md