Orleans.Clustering.Kubernetes

Orleans.Clustering.Kubernetes

Orleans在Kubernetes上的集群管理解决方案

Orleans.Clustering.Kubernetes是一个开源包,使用Kubernetes作为Orleans集群成员管理的后端。它通过自定义资源定义(CRD)存储集群成员信息,实现Orleans集群在Kubernetes上的简单部署。该包提供配置简便、支持安全访问控制、自动发现集群等功能,有助于开发者在Kubernetes环境中更高效地管理分布式计算应用。

OrleansKubernetes集群管理分布式计算容器编排Github开源项目
<p align="center"> <img src="https://github.com/dotnet/orleans/blob/gh-pages/assets/logo.png" alt="Orleans.Clustering.Kubernetes" width="300px"> <h1>Orleans Clustering Provider for Kubernetes</h1> </p>

CI NuGet

Orleans is a framework that provides a straight-forward approach to building distributed high-scale computing applications, without the need to learn and apply complex concurrency or other scaling patterns.

Kubernetes (a.k.a. Kube or just K8s) is an open-source system for automating deployment, scaling, and management of containerized applications. In other words, it is one of the most popular container orchestrators out there.

Orleans.Clustering.Kubernetes is a package that use Kubernetes as a backend for Cluster Membership, making it easy to run Orleans clusters on top of Kubernetes.

TL;DR

If you want to quickly test it, clone this repo and go to the Samples Directory for instructions on how to run a sample cluster.

Overview

Kubernetes has multiple ways to extend its API and one of those ways allow you to easily add custom data structures to it so it can be consumed later on by applications. Those objects are called Custom Resources (CRD). The objects created based on CRDs are backed by the internal etcd instance part of every Kubernetes deployment.

Two CRDs are created by this provider in order to store the Cluster Membership objects to comply with Orleans Extended Cluster Membership Protocol. ClusterVersion and Silo. Examples on how to install each CRD can be found under the samples folder.

Those objects can be created at startup of the first silo in the cluster or, manually created by regular .yaml files. The package includes the two files with the required specs for each one. They must be deployed into the cluster before any Orleans application is deployed with this provider.

This provider uses only Kubernetes API Server to create/read those objects. By default, it uses the In Cluster API endpoint which is available on each pod.

From the security perspective, the provider uses whatever serviceaccount configured for the Kubernetes Deployment object by reading the API credentials from the pod itself.

Installation

Installation is performed via NuGet

From Package Manager:

PS> Install-Package Orleans.Clustering.Kubernetes

.Net CLI:

# dotnet add package Orleans.Clustering.Kubernetes

Paket:

# paket add Orleans.Clustering.Kubernetes

Configuration

A functional Kubernetes cluster is required for this provider to work. If you don't have one yet, there are multiple (and mostly complicated) ways to deploy Kubernetes for production use and it is out of scope of this provider as there are many articles around the web on how to do it. However, if you are playing with Docker and Kubernetes for the first time or you want to build a development box, Scott Hanselman has a nice article showing how to easily setup Docker for Windows with Kubernetes on your machine. Although it shows Windows 10, it can be easily adopted to Mac OSX as well.

Custom Resource Definitions

You need to apply both .yaml files from the package before starting the silo. It must be done once per Kubernetes cluster.

Note: You can also deploy the CRDs from the files on the Definitions directory on this repo.

Silo

Tell Orleans runtime that we are going to use Kubernetes as our Cluster Membership Provider:

var silo = new SiloBuilder() ... .UseKubeMembership() ... .Build();

Client

Now that our silo is up and running, the Orleans client needs to connect to the Kubernetes to look for Orleans Gateways.

var client = new ClientBuilder() ... .UseKubeGatewayListProvider() // Optionally use the configure delegate to specify the namespace where you cluster is running. ... .Build();

The provider will discover the cluster based on the kubernetes namespace the silo pod is running. In the case of the client, if a configure delegate with the Namespace property set to a non-null value is specified, it will ignore the current running pod namespace and will try to use that namespace instead.

Great! Now enjoy your Orleans application running within a Kubernetes cluster without needing an external membership provider!

Security considerations

This provider behaves like any regular application being hosted on Kubernetes. That means it doesn't care about the underlying kubernetes security model. In this particular provider however, it expects the pod to have access to the API server. Usually this access is granted to the service account being used by the POD (for more on that check Kubernetes docs for service accounts) by enabling RBAC or whatever other authorization plugin your cluster is using.

Regardless of the authorization plugin being used, ensure the following:

  1. The service account on the Silo pod has access to the Kubernetes API server to read and write objects (essentially GET, LIST, PUT, DELETE, POST permissions);
  2. The service account on the Client pod must be able to access the Kubernetes API server to read objects (GETand LIST permissions).

Contributions

PRs and feedback are very welcome! This repo follows the same contributions guideline as Orleans does and github issues will have help-wanted topics as they are coming.

编辑推荐精选

商汤小浣熊

商汤小浣熊

最强AI数据分析助手

小浣熊家族Raccoon,您的AI智能助手,致力于通过先进的人工智能技术,为用户提供高效、便捷的智能服务。无论是日常咨询还是专业问题解答,小浣熊都能以快速、准确的响应满足您的需求,让您的生活更加智能便捷。

imini AI

imini AI

像人一样思考的AI智能体

imini 是一款超级AI智能体,能根据人类指令,自主思考、自主完成、并且交付结果的AI智能体。

Keevx

Keevx

AI数字人视频创作平台

Keevx 一款开箱即用的AI数字人视频创作平台,广泛适用于电商广告、企业培训与社媒宣传,让全球企业与个人创作者无需拍摄剪辑,就能快速生成多语言、高质量的专业视频。

即梦AI

即梦AI

一站式AI创作平台

提供 AI 驱动的图片、视频生成及数字人等功能,助力创意创作

扣子-AI办公

扣子-AI办公

AI办公助手,复杂任务高效处理

AI办公助手,复杂任务高效处理。办公效率低?扣子空间AI助手支持播客生成、PPT制作、网页开发及报告写作,覆盖科研、商业、舆情等领域的专家Agent 7x24小时响应,生活工作无缝切换,提升50%效率!

TRAE编程

TRAE编程

AI辅助编程,代码自动修复

Trae是一种自适应的集成开发环境(IDE),通过自动化和多元协作改变开发流程。利用Trae,团队能够更快速、精确地编写和部署代码,从而提高编程效率和项目交付速度。Trae具备上下文感知和代码自动完成功能,是提升开发效率的理想工具。

AI工具TraeAI IDE协作生产力转型热门
蛙蛙写作

蛙蛙写作

AI小说写作助手,一站式润色、改写、扩写

蛙蛙写作—国内先进的AI写作平台,涵盖小说、学术、社交媒体等多场景。提供续写、改写、润色等功能,助力创作者高效优化写作流程。界面简洁,功能全面,适合各类写作者提升内容品质和工作效率。

AI辅助写作AI工具蛙蛙写作AI写作工具学术助手办公助手营销助手AI助手
问小白

问小白

全能AI智能助手,随时解答生活与工作的多样问题

问小白,由元石科技研发的AI智能助手,快速准确地解答各种生活和工作问题,包括但不限于搜索、规划和社交互动,帮助用户在日常生活中提高效率,轻松管理个人事务。

热门AI助手AI对话AI工具聊天机器人
Transly

Transly

实时语音翻译/同声传译工具

Transly是一个多场景的AI大语言模型驱动的同声传译、专业翻译助手,它拥有超精准的音频识别翻译能力,几乎零延迟的使用体验和支持多国语言可以让你带它走遍全球,无论你是留学生、商务人士、韩剧美剧爱好者,还是出国游玩、多国会议、跨国追星等等,都可以满足你所有需要同传的场景需求,线上线下通用,扫除语言障碍,让全世界的语言交流不再有国界。

讯飞智文

讯飞智文

一键生成PPT和Word,让学习生活更轻松

讯飞智文是一个利用 AI 技术的项目,能够帮助用户生成 PPT 以及各类文档。无论是商业领域的市场分析报告、年度目标制定,还是学生群体的职业生涯规划、实习避坑指南,亦或是活动策划、旅游攻略等内容,它都能提供支持,帮助用户精准表达,轻松呈现各种信息。

AI办公办公工具AI工具讯飞智文AI在线生成PPTAI撰写助手多语种文档生成AI自动配图热门
下拉加载更多