Datree vs Swiss Army Kube for Kubeflow
Overview
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Detailed Comparison
Prevent Kubernetes misconfigurations from reaching production with Datree’s automated policy checks for your pipeline. The open-source CLI tool empowers engineers to write more stable configurations, so they can actually sleep at night. | It is a free open-source Terraform-based IaC tool that allows you to declaratively set up modular ML-ready AWS EKS clusters with Kubeflow, automated with GitOps. It provides a blueprint based on the best DevOps practices, which allows for one-click cluster replication, easy management, and augmenting your clusters with any resources, not limited to native tools. It helps to quickly bring ML-ready clusters to production, and scale them by adding new modules as you go. |
By revealing misconfigurations in seconds and combating the issues in early stages of the pipeline, your organization can enforce its standards and secure its infrastructure from development to production. | Provision an AWS EKS cluster with Kubeflow inside in minutes;
Use existing project structure to set up your ML cluster configuration;
Configure your deployment with a single .tf file;
Deploy with a couple of Terraform commands;
Add any resources to your cluster before or after deployment;
Deliver your projects and apps with GitOps CI/CD automation;
Easily edit, reconfigure, rerun, add or destroy resources;
Manage your cluster with Terraform and Kubernetes CLI or ArgoCD CLI/UI;
Replicate your cluster configuration with a couple of clicks;
Configure and deploy as many ML clusters as you need fast;
Scale deployments by adding new resources as modules;
Avoid allocating additional engineers for Kubeflow cluster deployments |
Statistics | |
GitHub Stars - | GitHub Stars 65 |
GitHub Forks - | GitHub Forks 24 |
Stacks 33 | Stacks 1 |
Followers 53 | Followers 1 |
Votes 0 | Votes 0 |
Integrations | |
| No integrations available | |
What are some alternatives to Datree, Swiss Army Kube for Kubeflow?
Kubernetes
Kubernetes is an open source orchestration system for Docker containers. It handles scheduling onto nodes in a compute cluster and actively manages workloads to ensure that their state matches the users declared intentions.
Rancher
Rancher is an open source container management platform that includes full distributions of Kubernetes, Apache Mesos and Docker Swarm, and makes it simple to operate container clusters on any cloud or infrastructure platform.
Docker Compose
With Compose, you define a multi-container application in a single file, then spin your application up in a single command which does everything that needs to be done to get it running.
Code Climate
After each Git push, Code Climate analyzes your code for complexity, duplication, and common smells to determine changes in quality and surface technical debt hotspots.
Docker Swarm
Swarm serves the standard Docker API, so any tool which already communicates with a Docker daemon can use Swarm to transparently scale to multiple hosts: Dokku, Compose, Krane, Deis, DockerUI, Shipyard, Drone, Jenkins... and, of course, the Docker client itself.
Codacy
Codacy automates code reviews and monitors code quality on every commit and pull request on more than 40 programming languages reporting back the impact of every commit or PR, issues concerning code style, best practices and security.
Tutum
Tutum lets developers easily manage and run lightweight, portable, self-sufficient containers from any application. AWS-like control, Heroku-like ease. The same container that a developer builds and tests on a laptop can run at scale in Tutum.
Phabricator
Phabricator is a collection of open source web applications that help software companies build better software.
Portainer
It is a universal container management tool. It works with Kubernetes, Docker, Docker Swarm and Azure ACI. It allows you to manage containers without needing to know platform-specific code.
PullReview
PullReview helps Ruby and Rails developers to develop new features cleanly, on-time, and with confidence by automatically reviewing their code.
