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Purpose of PR

Update README and website files

Linked Issues

Add links to related issues.

Changes Made

  • Bug fix
  • New feature
  • Documentation update

Important ToDos

Please mark each with an "x"

A GitHub issue exists (if not, please create one) [https://github.com/apache/mahout/issues]

  • Title of PR is "Issue #XXXX: Brief Description of Changes" where XXXX is the GitHub issue number.
  • Created unit tests where appropriate
  • Added correct licenses on newly added files
  • Assigned GitHub issue to self
  • Added documentation in ScalaDocs/JavaDocs and to the website
  • Successfully built and ran all unit tests, verified that all tests pass locally

If all of these items are not yet complete, but you still feel it is appropriate to open a PR, please open it as a Draft PR instead.
Once all requirements are met, you can mark it as ready for review.

Breaking Changes

Does this PR introduce a breaking change?

  • Yes
  • No

Testing & Verification

Describe how you tested the changes.

  • Unit tests added
  • Manually tested

Checklist

  • The title follows the format "MAHOUT-XXXX Brief Description"
  • GitHub issue is created
  • Code follows ASF guidelines

@krishna-dave206
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lgtm @rawkintrevo @andrewmusselman You guys also have a look

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@rawkintrevo rawkintrevo left a comment

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One good catch, one need clarification, one incorrect change.

<div class="container position-relative mb-auto">
<h2 class="mb-4">For Creating Scalable Performant Machine Learning Applications</h2>
<a class="btn btn-lg btn-light btn-download mb-3" href="https://www.apache.org/dyn/mirrors/mirrors.cgi?action=download&filename=mahout/{{ site.mahout-version }}/mahout-qumat-{{ site.mahout-version }}.zip"><i class="fa fa-download"></i> Download Mahout</a>
<a class="btn btn-lg btn-light btn-download mb-3" href="https://www.apache.org/dyn/mirrors/mirrors.cgi?action=download&filename=mahout/{{ site.mahout-version }}/mahout-qumat-{{ site.mahout-version }}.zip"><i class="fa fa-download"></i> Download Mahout Qumat</a>
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@andrewmusselman is this accurate? does the mirror point to qumat code now?

# 1.Clone the repository
```bash
git clone https://github.com/username/mahout.git
git clone https://github.com/apache/mahout.git
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this is incorrect. you should fork the repository then clone your fork

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However, it should probably note above this (now that I'm looking at the entire file I see that it doesn't).

Perhaps a # 0. Fork the repository

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Sure, I got that. I've update with phase 0 and reorganize the doc.

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updated comment

# 1.Clone the repository
```bash
git clone https://github.com/username/mahout.git
git clone https://github.com/apache/mahout.git
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However, it should probably note above this (now that I'm looking at the entire file I see that it doesn't).

Perhaps a # 0. Fork the repository

@rawkintrevo
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lgtm

@rawkintrevo rawkintrevo merged commit 45d0d88 into apache:main Oct 5, 2025
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@guan404ming
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Thanks!

@guan404ming guan404ming deleted the fix-qumat-readme branch October 5, 2025 23:13
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3 participants