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Update README.md #16

Merged
merged 6 commits into from
Jan 16, 2025
Merged

Update README.md #16

merged 6 commits into from
Jan 16, 2025

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glenn-jocher
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@glenn-jocher glenn-jocher commented Jan 16, 2025

🛠️ PR Summary

Made with ❤️ by Ultralytics Actions

🌟 Summary

Enhanced the README.md with a clearer example showcasing deferred imports using the lazy context manager.

📊 Key Changes

  • Updated the README.md example to demonstrate import deferral with precise timing using time.perf_counter().
  • Added an explanation and output examples to highlight the difference between initial loading and usage timing.

🎯 Purpose & Impact

  • 🕒 Improved clarity: Makes it easier for users to understand and measure how lazy defers imports until first use.
  • 🔧 Practical guidance: Adds a realistic usage example with a clear breakdown of performance implications.
  • 🚀 User-friendly documentation: Lowers the learning curve for developers, enhancing adoption of the library.

Signed-off-by: Glenn Jocher <[email protected]>
@UltralyticsAssistant UltralyticsAssistant added documentation Improvements or additions to documentation enhancement New feature or request labels Jan 16, 2025
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👋 Hello @glenn-jocher, thank you for submitting an ultralytics/autoimport 🚀 PR! To ensure a seamless integration of your work, please review the following checklist:

  • Define a Purpose: Clearly explain the purpose of your fix or feature in your PR description, and link to any relevant issues. Ensure your commit messages are clear, concise, and adhere to the project's conventions.
  • Synchronize with Source: Confirm your PR is synchronized with the ultralytics/autoimport main branch. If it's behind, update it by clicking the 'Update branch' button or by running git pull and git merge main locally.
  • Ensure CI Checks Pass: Verify all Ultralytics Continuous Integration (CI) checks are passing. If any checks fail, please address the issues.
  • Update Documentation: Update the relevant documentation for any new or modified features.
  • Add Tests: If applicable, include or update tests to cover your changes, and confirm that all tests are passing.
  • Sign the CLA: Please ensure you have signed our Contributor License Agreement if this is your first Ultralytics PR by writing "I have read the CLA Document and I sign the CLA" in a new message.
  • Minimize Changes: Limit your changes to the minimum necessary for your enhancement or fix. "It is not daily increase but daily decrease, hack away the unessential. The closer to the source, the less wastage there is." — Bruce Lee

For more guidance, please refer to our Contributing Guide. Don’t hesitate to leave a comment if you have any questions. Thank you for contributing to Ultralytics! 🚀

Please note that this is an automated response to streamline the review process, but an Ultralytics engineer will assist you soon to review your PR thoroughly. If you have specific questions, let us know! 😊

@glenn-jocher glenn-jocher merged commit 89629cc into main Jan 16, 2025
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@glenn-jocher glenn-jocher deleted the glenn-jocher-patch-1 branch January 16, 2025 17:00
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✨ Your PR has been merged, @glenn-jocher!

Thank you for enhancing clarity and usability in our documentation—your thoughtful update to the README sets the stage for developers to unlock the full potential of import deferral with ease.

As Leonardo da Vinci once said, "Simplicity is the ultimate sophistication." Your contribution elegantly transforms complexity into clear, actionable insight, empowering users to harness the power of lazy with precision and confidence.

Your effort truly makes a difference—cheers to making development smoother and smarter for everyone! 🚀

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