covalent VS upm

Compare covalent vs upm and see what are their differences.

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covalent upm
4 713
692 1,037
2.5% 0.9%
8.6 9.0
7 days ago 4 days ago
Python Go
Apache License 2.0 GNU General Public License v3.0 or later
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

covalent

Posts with mentions or reviews of covalent. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-05.
  • Remote execution of code
    4 projects | /r/Python | 5 Dec 2023
    Pretty interesting request, if SSH is not used, i would try using something like dask which uses tcp to connect and execute assuming your workers are in another machine.I also think something like covalent can be used to extend your own custom plugin in their ecosystem to connect how you want. We have a very custom private plugin written on top of covalent's to have a custom protocol to connect our central on-prem GPU machines to our local laptops that is rpc based, mostly for high performance as well as some mandate security from where the GPU machines are. Once done it is pretty much something like
  • Prefect alternatives meant for Slurm (HPC)
    1 project | /r/dataengineering | 11 Jun 2023
    Does anyone here have any suggestions of alternatives tailored for Slurm on HPC? I know Covalent is one option, but I'm curious about others as well. Ideally the platform should be Pythonic, have a GUI, and be reasonably active/well-maintained.
  • Show HN: Covalent – distributed computing for ML, HPC and Quantum (open source)
    1 project | news.ycombinator.com | 9 Nov 2022
  • Your strategies for offloading computation
    1 project | /r/Python | 22 Feb 2022
    Came across this new tool exactly for this - https://github.com/AgnostiqHQ/covalent

upm

Posts with mentions or reviews of upm. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-05.

What are some alternatives?

When comparing covalent and upm you can also consider the following projects:

SmartSim - SmartSim Infrastructure Library.

Code-Server - VS Code in the browser

kestra - Infinitely scalable, event-driven, language-agnostic orchestration and scheduling platform to manage millions of workflows declaratively in code.

discord-data-package-explorer - 🌀 What's really in your Discord Data package?

cadence-python - Python framework for Cadence Workflow Service

gitpod - The developer platform for on-demand cloud development environments to create software faster and more securely.

mlnotify - 🔔 No need to keep checking your training - just one import line and you'll know the second it's done.

Visual Studio Code - Visual Studio Code

dagster - An orchestration platform for the development, production, and observation of data assets.

Lowdb - Simple and fast JSON database

bytehub - ByteHub: making feature stores simple

codewars.com - Issue tracker for Codewars