client-go VS celery

Compare client-go vs celery and see what are their differences.

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client-go celery
38 43
8,530 23,256
1.7% 1.4%
9.3 9.6
8 days ago 7 days ago
Go Python
Apache License 2.0 BSD 3-clause "New" or "Revised" License
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.

client-go

Posts with mentions or reviews of client-go. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-14.
  • The Inner Workings of Kubernetes Management Frontends — A Software Engineer’s Perspective
    4 projects | dev.to | 14 Feb 2024
    The Kubernetes clients (e.g., Go client) support developers with both methods to connect to a cluster, as we can see in the following examples.
  • Has anyone ever tried to learn how k8s works?
    4 projects | /r/golang | 11 Jul 2023
    My suggestion would be to start looking at things like https://github.com/kubernetes/client-go first in order to get a feel for the API and how data plane k8s components interact with the apiserver (it's the same thing that kubelet uses). Then move on to trying to build your own k8s operator to get a feel for how people expand and customize k8s functionality without having to modify upstream at all. IMO the codebase itself is too messy and in constant flux to make too much sense of it unless you are planning to contribute to upstream.
  • CUE compared to helm/kustomize...
    3 projects | /r/kubernetes | 5 Jul 2023
    CUE is cool and all but as soon as I start writing real code structures I want to reach for client-go.
  • Go 1.21 will (probably) download newer toolchains on demand by default
    4 projects | news.ycombinator.com | 23 Jun 2023
    I'm... really not sure I agree with this, from a philosophical point of view. It feels like this is making "eh, we'll just upgrade our Go version next quarter" too easy; ultimately some responsibility toward updating your application's Go version to work with what new dependencies require should fall on Us, the application developers. Sure, we're bad at it. Everyone's lived through running years-old versions of some toolchain. But I think this just makes the problem worse, not better.

    Its compounded by the problem that, when you're setting up a new library, the `go` directive in the mod file defaults to your current toolchain; most likely a very current one. It would take a not-insignificant effort on the library author's part to change that to assert the true-minimum version of Go required, based on libraries and language features and such. That's an effort most devs won't take on.

    I'd also guess that many developers, up-to this point if not indefinitely because education is hard, interpreted that `go` directive to mean more-of "the version of go this was built with"; not necessarily "the version of go minimally required". There are really major libraries (kubernetes/client-go [1]) which assert a minimum go version of 1.20; the latest version (see, for comparison, the aws-sdk, which specifies a more reasonable go1.11 [2]). I haven't, you know, fully audited these libraries, but 1.20 wasn't exactly a major release with huge language and library changes; do they really need 1.20? If devs haven't traditionally operated in this world where keeping this value super-current results in actually significant downstream costs in network bandwidth (go1.20 is 100mb!) and CI runtime, do we have confidence that the community will adapt? There's millions of Go packages out there.

    Or, will a future version of Go patch a security update, not backport it more than one version or so, and libraries have to specify the newest `go` directive version, because manifest security scanning and policy and whatever? Like, yeah, I get the rosy worldview of "your minimum version encodes required language and library features", but its not obvious to me that this is how this field is, or even will be, used.

    Just a LOT of tertiary costs to this change which I hope the team has thought through.

    [1] https://github.com/kubernetes/client-go/blob/master/go.mod#L...

    [2] https://github.com/aws/aws-sdk-go/blob/main/go.mod

  • My LFX Mentorship experience with OpenELB
    8 projects | dev.to | 6 Oct 2022
    Then on June 18th, 2022, I got a chance to meet our mentors and the other mentee of OpenELB (the mentee and the mentors of OpenFunction were also there). There I was informed about how to start working on the project, so I started learning about using the Kubernetes API client. After experimenting with the official Kubernetes Client, I learned that it's not very feasible to use that for dealing with CRDs (custom resource definitions), so I explored the controller-runtime client as per what I found in many sources, and found that it was a great fit for the backend of our project. During that time, I also built a simple project to see if everything would work as expected or not (as this was the first time I dealt with a Kubernetes client, I considered that debugging would be easier in a smaller project).
  • Automatically import Secrets INTO Vault
    5 projects | /r/kubernetes | 10 Sep 2022
  • Using client-go to `kubectl apply` against the Kubernetes API directly with multiple types in a single YAML file
    6 projects | /r/codehunter | 14 Aug 2022
    I'm using https://github.com/kubernetes/client-go and all works well.
  • 深入解析kubernetes中的选举机制
    2 projects | dev.to | 31 Jul 2022
  • Golang for devops
    2 projects | /r/devops | 26 Apr 2022
    with this https://github.com/kubernetes/client-go (get, delete, create deployments, secrets, pods...)
  • k8s controller to scale up and down namespaces on demand, with an embedded friendly UI
    3 projects | /r/kubernetes | 4 Apr 2022
    I directly used the client-go package from Kubernetes, as we wrote a controller which does not handle CRDs. If you are already a little bit comfortable with Go (I'm definitely not an expert), you should be able to get on the rails pretty quickly, especially with their examples. I'll be happy to help if needed!

celery

Posts with mentions or reviews of celery. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-06-03.
  • Examples of using task scheduler with Go?
    8 projects | /r/golang | 3 Jun 2023
    In the Django world, you'd probably rely on Celery to do this for you. You're probably looking for something similar that works with Go. https://github.com/celery/celery
  • SynchronousOnlyOperation from celery task using gevent execution pool on django orm
    3 projects | /r/django | 31 May 2023
    4 projects | /r/djangolearning | 31 May 2023
  • Taskiq: async celery alternative
    4 projects | /r/Python | 2 Apr 2023
    RabbitMQ Classic mirror queues are very fragile to network partitioning. They are deprecated in favor of Quorum queues, but Celery doesn't support them yet : https://github.com/celery/celery/issues/6067
  • Use Celery with any Django Storage as a Result Backend
    5 projects | /r/django | 7 Feb 2023
    The Celery package provides some number of (undocumented!) result backends to store task results in different local, network, and cloud storages. The django-celery-result package adds options to use Django-specific ORM-based result storage, as well as Django-specific cache subsystem.
  • Django Styleguide
    9 projects | news.ycombinator.com | 11 Jan 2023
    I spent 3 years building a high scale crawler on top of Celery.

    I can't recommend it. We found many bugs in the more advanced features of Celery (like Canvas) we also ran into some really weird issues like tasks getting duplicated for no reason [1].

    The most concerning problem is that the project was abandoned. The original creator is not working on it anymore and all issues that we raised were ignored. We had to fork the project and apply our own fixes to it. This was 4 years ago so maybe things improved since them.

    Celery is also extremely complex.

    I would recommend https://dramatiq.io/ instead.

    [1]: https://github.com/celery/celery/issues/4426

  • Processing input and letting user download the result
    2 projects | /r/django | 4 Jan 2023
    You can use celery to process the file for extraction, saving and creating rar/zip.
  • RQ-Scheduler for tasks in far future?
    2 projects | /r/Python | 28 Dec 2022
    Celery not usefull for long term future tasks (far future) · Issue #4522 · celery/celery (github.com)
  • Dedicated backend resources per client
    3 projects | /r/kubernetes | 17 Dec 2022
    A different approach would be to have a main web application which would communicate with worker processes for time intensive operations as you describe. The web app would communicate with workers via some form of MQ or even database. Many solutions exists for that in different languages, one such solution is [Celery](https://github.com/celery/celery) primarily developed for Python but these days it also supports Node, Go, PHP and Rust.
  • Alternative for Django Celery.
    3 projects | /r/django | 24 Nov 2022
    Django-q2 only requires one dependency (except for Django itself). Celery, requires quite a few: https://github.com/celery/celery/blob/master/requirements/default.txt

What are some alternatives?

When comparing client-go and celery you can also consider the following projects:

dramatiq - A fast and reliable background task processing library for Python 3.

Apache Kafka - Mirror of Apache Kafka

huey - a little task queue for python

NATS - High-Performance server for NATS.io, the cloud and edge native messaging system.

rq - Simple job queues for Python

kombu - Messaging library for Python.

arq - Fast job queuing and RPC in python with asyncio and redis.

Sidekiq - Simple, efficient background processing for Ruby

mrq - Mr. Queue - A distributed worker task queue in Python using Redis & gevent

Gearman

django-rq - A simple app that provides django integration for RQ (Redis Queue)

KQ - Kafka-based Job Queue for Python