kubernetes-operator-roiergasias
'Roiergasias' kubernetes operator is meant to address a fundamental requirement of any data science / machine learning project running their pipelines on Kubernetes - which is to quickly provision a declarative data pipeline (on demand) for their various project needs using simple kubectl commands. Basically, implementing the concept of No Ops. The fundamental principle is to utilise best of docker, kubernetes and programming language features to run a workflow with minimal workflow definition syntax. It is a Go based workflow running on command line or Kubernetes with the help of a custom operator for a quick and automated data pipeline for your machine learning projects (a flavor of MLOps). (by ankursoni)
devspace
DevSpace - The Fastest Developer Tool for Kubernetes ⚡ Automate your deployment workflow with DevSpace and develop software directly inside Kubernetes. (by devspace-sh)
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| kubernetes-operator-roiergasias | devspace | |
|---|---|---|
| 1 | 48 | |
| 7 | 4,074 | |
| - | 1.7% | |
| 4.8 | 8.1 | |
| almost 3 years ago | 7 days ago | |
| Go | Go | |
| GNU General Public License v3.0 only | Apache License 2.0 |
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.
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.
kubernetes-operator-roiergasias
Posts with mentions or reviews of kubernetes-operator-roiergasias.
We have used some of these posts to build our list of alternatives
and similar projects.
devspace
Posts with mentions or reviews of devspace.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-05-31.
- I Need a Tool to Develop on Kubernetes
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Noob question: How do you setup your local dev environment?
Check also devspace.sh and okteto.com
- FLiP Stack Weekly 19-dec-2022
- Debugging code without rebuilding image
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How do tools like Skaffold, Tilt, and DevSpace compare to Docker?
There is actually a built-in converter from docker-compose.yaml to devspace.yaml, it is part of the "devspace init" command. There are a few known issues related to it, in case you would like to contribute :)
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Ask r/kubernetes: What are you working on this week?
Wrapping https://devspace.sh in my company's internal CLI to improve development experience
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Implementing a "Google Cloud Shell" for native cloud development?
For Kubernetes clusters, https://devspace.sh/ allows you to iterate on your app in a running pod from your IDE. No ci/cd pipeline, no re-applying manifests; it just uploads source code from your local machine and restarts your app for you in an existing pod. Pretty slick!!! But it requires K8s, so some devs may balk at it. (Tilt and Skaffold do the same thing)
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DevSpace 6 is Here!
We’re excited to announce that DevSpace version 6 has been released. Thanks to everyone who used the alpha and beta versions and gave us feedback.
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Launch HN: Nimbus (YC W22) – Cloud dev environments for teams
DevSpace is free, lets you develop natively in the cloud on any K8s cluster. Compatible with any multitenancy solution, policy governance, etc. Works with your IDE of choice. Declarative configuration. Supports custom pipelines and deploy logic. Can link multiple environments together. https://devspace.sh/
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Best Practices? Docker Compose Local Dev / k8s Production?
My favourite tool in this category is Devspace. As you've requested it is capable of building and deploying multiple images.
What are some alternatives?
When comparing kubernetes-operator-roiergasias and devspace you can also consider the following projects:
flyte - Scalable and flexible workflow orchestration platform that seamlessly unifies data, ML and analytics stacks.
telepresence - Local development against a remote Kubernetes or OpenShift cluster
helm-s3 - ⎈ Helm plugin that adds support for AWS S3 as a chart repository.
skaffold - Easy and Repeatable Kubernetes Development
nifikop - The NiFiKop NiFi Kubernetes operator makes it easy to run Apache NiFi on Kubernetes. Apache NiFI is a free, open-source solution that support powerful and scalable directed graphs of data routing, transformation, and system mediation logic.
okteto - Develop your applications directly in your Kubernetes Cluster
volcano - A Cloud Native Batch System (Project under CNCF)
tilt - Define your dev environment as code. For microservice apps on Kubernetes.
csi-s3 - A Container Storage Interface for S3
tilt-extensions - Extensions for Tilt
keel - Kubernetes Operator to automate Helm, DaemonSet, StatefulSet & Deployment updates
kind - Kubernetes IN Docker - local clusters for testing Kubernetes
kubernetes-operator-roiergasias vs flyte
devspace vs telepresence
kubernetes-operator-roiergasias vs helm-s3
devspace vs skaffold
kubernetes-operator-roiergasias vs nifikop
devspace vs okteto
kubernetes-operator-roiergasias vs volcano
devspace vs tilt
kubernetes-operator-roiergasias vs csi-s3
devspace vs tilt-extensions
kubernetes-operator-roiergasias vs keel
devspace vs kind