Code Monkey home page Code Monkey logo

Comments (7)

donovan-h-parks avatar donovan-h-parks commented on June 3, 2024 1

Thanks Balays. We'll take a look at the mmap-file option for a future GTDB-Tk release.

from gtdbtk.

donovan-h-parks avatar donovan-h-parks commented on June 3, 2024

Hello. Unfortunately, there is no way to reduce the system requirements of GTDB-Tk at the moment. We are hoping this software might be hosted as a web service in the future though there is no immediate plans in this regard. Sorry I can't be of direct help.

from gtdbtk.

vinisalazar avatar vinisalazar commented on June 3, 2024

Thanks for the reply @dparks1134 . We were just discussing your recent paper this morning in our lab seminar and hoped to be able to use the tool. I'd love to contribute to the software as it is open source but not being able to run it locally makes it hard to do so.

from gtdbtk.

donovan-h-parks avatar donovan-h-parks commented on June 3, 2024

The system requirements are pretty high. This is due to the third party software pplacer which we use to place genomes into a tree. This software is excellent and alternatives we have tried are worse in terms of system requirements so I don't expect this situation to get better.

from gtdbtk.

vinisalazar avatar vinisalazar commented on June 3, 2024

I see. Thanks.

from gtdbtk.

Balays avatar Balays commented on June 3, 2024

Hello.
I've had a similar problem, as our system with 96 GB RAM was not enough. Indeed the pplacer part killed the program. So I ran the pplacer sub-command only, with a --pretend flag, which only estimates the memory usage. It said that it needs 102 GB, so only just a little more. Then we increased our swap memory and it worked just fine. Actually it used about 96 (physical) + 25 GB (swap) RAM.
Thanks for this excellent tool btw, it's just what I was looking for! :)

from gtdbtk.

Balays avatar Balays commented on June 3, 2024

Also, at the pplacer's they know the large memory req. is an issues, so there's this option to get around it: --mmap-file, which creates a file that it uses as address space and thus shrinking the need for physical memory. I've integrated this flag into the GTDBTk classify.py code where it actually runs pplacer (line 101), but unfortunately it didn't work for me. But maybe it just needs a little tweaking. Cheers.

from gtdbtk.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.