PIP vs UV: The Future of Python Package Management?

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  • Опубликовано: 11 окт 2024

Комментарии • 17

  • @JakeCallahan
    @JakeCallahan  7 месяцев назад +5

    Update: I have released an updated review that includes all the progress UV has made since this one. ruclips.net/video/bwRgYxmCqLI/видео.html
    ---
    I have switched to using uv for virtual environment creation and installation of IPython. With the user-level caching, setup/install went from 5.674s down to 0.451s, and with a complete cache just 0.078s!

    • @rafiqrushdan
      @rafiqrushdan 7 месяцев назад

      impressive

    • @0xZarathustra
      @0xZarathustra 7 месяцев назад

      issue is tho that it's dependency resolver is not as good as poetry. I don't have a overly complicated setup, but need to downgrade pyyaml during the setup. Poetry does this without issue, `uv pip install pyyaml==5.4.1` just crashes.
      Well, not only that, the fact that the lock files are not system and platform independent... pretty terrible
      you gain seconds during the setup of the environment - if it can find the packages that is ... - only to lose all of those seconds and many more hours when you need to ensure compatibility with other systems and platforms 💀

    • @JakeCallahan
      @JakeCallahan  7 месяцев назад

      The team certainly has areas to improve, and it will be interesting to see how they handle things like resolver optimization. As you saw in the video, it had trouble with one of my team's projects.
      Thanks for weighing in!

  • @vortex2210
    @vortex2210 7 месяцев назад +2

    Would definitely love to see a comparison between Poetry and uv since all of our projects have been moved to poetry some time back. But this is quite interesting!!

    • @JakeCallahan
      @JakeCallahan  7 месяцев назад

      That would be a great follow-up once the project is more mature.

    • @vortex2210
      @vortex2210 7 месяцев назад

      @@JakeCallahan yaa, currently I feel the lockfile system works quite well and the envs are easy to manage. I hope uv too gets there soon!

  • @dragonkat13
    @dragonkat13 7 месяцев назад

    interesting! look forward to seeing how it unfolds! thank you for covering it! what is your favorite thing about PIP, favorite about UV?

    • @JakeCallahan
      @JakeCallahan  7 месяцев назад

      pip's compatibility is hard to beat, so it's still the king of production environments. However, I think UV is well positioned to win out in the long term, if Astral can fulfill their vision.

  • @B3L13V3R
    @B3L13V3R 2 месяца назад

    I didn't have any of these issues testing the same on an M1 Max in late July 2024. Hope it helps.

    • @JakeCallahan
      @JakeCallahan  2 месяца назад +1

      The team and community has done a great job with uv since then. It is now my daily driver for package management. I'll need to do an update video sometime soon.

    • @B3L13V3R
      @B3L13V3R 2 месяца назад

      @@JakeCallahan Awesome! The video is a go-to for the potential for uv.

  • @mews75
    @mews75 7 месяцев назад +3

    I mean the speed is cool but not being able to install all pypi packages is enough for me to not use it

    • @JakeCallahan
      @JakeCallahan  7 месяцев назад +2

      It's definitely not mature enough yet, but the team moves pretty fast and has an active community, so hopefully they can get most of the big issues I ran into fixed soon.

    • @0730pleomax
      @0730pleomax 16 часов назад

      What do you mean by not being able to install all pypi packages?

  • @ash1kh
    @ash1kh 4 месяца назад

    Thats why i use poetry if i do any python related stuff.