base on A Chaos Engineering Platform for Kubernetes. <img src="static/logo.svg#gh-light-mode-only" alt="Chaos Mesh Logo" width="450"/> <img src="static/logo-white.svg#gh-dark-mode-only" alt="Chaos Mesh Logo" width="450"/> --- <!-- markdown-link-check-disable --> [](https://github.com/chaos-mesh/chaos-mesh/blob/master/LICENSE) [](https://codecov.io/gh/chaos-mesh/chaos-mesh) [](https://goreportcard.com/report/github.com/chaos-mesh/chaos-mesh) [](https://godoc.org/github.com/chaos-mesh/chaos-mesh) [](https://github.com/chaos-mesh/chaos-mesh/actions/workflows/upload_image.yml) [](https://app.fossa.com/projects/git%2Bgithub.com%2Fchaos-mesh%2Fchaos-mesh?ref=badge_shield) [](https://bestpractices.coreinfrastructure.org/projects/3680) [](https://artifacthub.io/packages/helm/chaos-mesh/chaos-mesh) <!-- markdown-link-check-enable --> Chaos Mesh is an open source cloud-native Chaos Engineering platform. It offers various types of fault simulation and has an enormous capability to orchestrate fault scenarios. Using Chaos Mesh, you can conveniently simulate various abnormalities that might occur in reality during the development, testing, and production environments and find potential problems in the system. To lower the threshold for a Chaos Engineering project, Chaos Mesh provides you with a visualization operation. You can easily design your Chaos scenarios on the Web UI and monitor the status of Chaos experiments.   Chaos Mesh is a [Cloud Native Computing Foundation (CNCF)](https://www.cncf.io/) incubating project. If you are an organization that wants to help shape the evolution of technologies that are container-packaged, dynamically-scheduled and microservices-oriented, consider joining the CNCF. For details about who's involved and how Chaos Mesh plays a role, read the CNCF [announcement](https://www.cncf.io/announcements/2020/09/02/cloud-native-computing-foundation-announces-tikv-graduation/). --- At the current stage, Chaos Mesh has the following components: - **Chaos Operator**: the core component for chaos orchestration. Fully open sourced. - **Chaos Dashboard**: a Web UI for managing, designing, monitoring Chaos Experiments. See the following demo video for a quick view of Chaos Mesh: [](https://www.youtube.com/watch?v=ifZEwdJO868) ## Chaos Operator Chaos Operator injects chaos into the applications and Kubernetes infrastructure in a manageable way, which provides easy, custom definitions for chaos experiments and automatic orchestration. There are two components at play: **Chaos Controller Manager**: is primarily responsible for the scheduling and management of Chaos experiments. This component contains several CRD Controllers, such as Workflow Controller, Scheduler Controller, and Controllers of various fault types. **Chaos Daemon**: runs as DaemonSet and has Privileged permission by default (which can be disabled). This component mainly interferes with specific network devices, file systems, kernels by hacking into the target Pod Namespace.  Chaos Operator uses [CustomResourceDefinition (CRD)](https://kubernetes.io/docs/tasks/access-kubernetes-api/custom-resources/custom-resource-definitions/) to define chaos objects. The current implementation supports a few types of CRD objects for fault injection, namely `PodChaos`, `NetworkChaos`, `IOChaos`, `TimeChaos`, `StressChaos`, and so on. You can get the full list of CRD objects and their specifications in the [Chaos Mesh Docs](https://chaos-mesh.org/docs/). ## Quick start See [Quick Start](https://chaos-mesh.org/docs/quick-start) and [Install Chaos Mesh using Helm](https://chaos-mesh.org/docs/production-installation-using-helm/). ## Contributing See the [contributing guide](./CONTRIBUTING.md) and [development guide](https://chaos-mesh.org/docs/developer-guide-overview). ## Adopters See [ADOPTERS](ADOPTERS.md). ## Blogs Blogs on Chaos Mesh design & implementation, features, chaos engineering, community updates, etc. See [Chaos Mesh Blogs](https://chaos-mesh.org/blog). Here are some recommended ones for you to start with: - [Chaos Mesh 2.0: To a Chaos Engineering Ecology](https://chaos-mesh.org/blog/chaos-mesh-2.0-to-a-chaos-engineering-ecology/) - [Chaos Mesh - Your Chaos Engineering Solution for System Resiliency on Kubernetes](https://chaos-mesh.org/blog/chaos_mesh_your_chaos_engineering_solution/) - [Run Your First Chaos Experiment in 10 Minutes](https://chaos-mesh.org/blog/run_your_first_chaos_experiment/) - [How to Simulate I/O Faults at Runtime](https://chaos-mesh.org/blog/how-to-simulate-io-faults-at-runtime/) - [Simulating Clock Skew in K8s Without Affecting Other Containers on the Node](https://chaos-mesh.org/blog/simulating-clock-skew-in-k8s-without-affecting-other-containers-on-node/) - [Building an Automated Testing Framework Based on Chaos Mesh and Argo](https://chaos-mesh.org/blog/building_automated_testing_framework) ## Community Please reach out for bugs, feature requests, and other issues via: - Following us on Twitter [@chaos_mesh](https://twitter.com/chaos_mesh). - Joining the `#project-chaos-mesh` channel in the [CNCF Slack](https://slack.cncf.io/) workspace. - Filling an issue or opening a PR against this repository. ### Community meetings - Chaos Mesh Community Monthly (Community and project-level updates, community sharing/demo, office hours) - Time: on the fourth Thursday of every month (unless otherwise specified) - [RSVP here](https://community.cncf.io/chaos-mesh-community/) - [Meeting minutes](https://docs.google.com/document/d/1H8IfmhIJiJ1ltg-XLjqR_P_RaMHUGrl1CzvHnKM_9Sc/edit?usp=sharing) - Chaos Mesh Development Meeting (Releases, roadmap/features/RFC planning and discussion, issue triage/discussion, etc) - Time: Every other Tuesday (unless otherwise specified) - [RSVP here](https://community.cncf.io/chaos-mesh-community/) - [Meeting minutes](https://docs.google.com/document/d/1s9X6tTOy3OGZaLDZQesGw1BNOrxQfWExjBFIn5irpPE/edit) ### Community blogs - Grant Tarrant-Fisher: [Integrate your Reliability Toolkit with Your World](https://medium.com/search?q=Integrate+your+Reliability+Toolkit+with+Your+World) - Yoshinori Teraoka: [Streake: Chaos Mesh によるカオスエンジニアリング](https://medium.com/sreake-jp/chaos-mesh-%E3%81%AB%E3%82%88%E3%82%8B%E3%82%AB%E3%82%AA%E3%82%B9%E3%82%A8%E3%83%B3%E3%82%B8%E3%83%8B%E3%82%A2%E3%83%AA%E3%83%B3%E3%82%B0-46fa2897c742) - Sébastien Prud'homme: [Chaos Mesh : un générateur de chaos pour Kubernetes](https://www.cowboysysop.com/post/chaos-mesh-un-generateur-de-chaos-pour-kubernetes/) - Craig Morten - [K8s Chaos Dive: Chaos-Mesh Part 1](https://dev.to/craigmorten/k8s-chaos-dive-2-chaos-mesh-part-1-2i96) - [K8s Chaos Dive: Chaos-Mesh Part 2](https://dev.to/craigmorten/k8s-chaos-dive-chaos-mesh-part-2-536m) - Ronak Banka: [Getting Started with Chaos Mesh and Kubernetes](https://itnext.io/getting-started-with-chaos-mesh-and-kubernetes-bfd98d25d481) - kondoumh: [​Kubernetes ネイティブなカオスエンジニアリングツール Chaos Mesh を使ってみる](https://blog.kondoumh.com/entry/2020/10/23/123431) - Vadim Tkachenko: [ChaosMesh to Create Chaos in Kubernetes](https://www.percona.com/blog/2020/11/05/chaosmesh-to-create-chaos-in-kubernetes/) - Hui Zhang: [How a Top Game Company Uses Chaos Engineering to Improve Testing](https://chaos-mesh.org/blog/how-a-top-game-company-uses-chaos-engineering-to-improve-testing) - Anurag Paliwal - [Securing tenant services while using chaos mesh using OPA](https://anuragpaliwal-93749.medium.com/securing-tenant-services-while-using-chaos-mesh-using-opa-3ae80c7f4b85) - [Securing namespaces using restrict authorization feature in chaos mesh](https://anuragpaliwal-93749.medium.com/securing-namespaces-using-restrict-authorization-feature-in-chaos-mesh-2e110c3e0fb7) - Pavan Kumar: [Chaos Engineering in Kubernetes using Chaos Mesh](https://link.medium.com/1V90dEknugb) - Jessica Cherry: [Test your Kubernetes experiments with an open source web interface](https://opensource.com/article/21/6/chaos-mesh-kubernetes) - λ.eranga: [Chaos Engineering with Chaos Mesh](https://medium.com/rahasak/chaos-engineering-with-chaos-mesh-b040169b51bd) - Tomáš Kubica: [Kubernetes prakticky: zlounství s Chaos Mesh a Azure Chaos Studio](https://www.tomaskubica.cz/post/2021/kubernetes-prakticky-zlounstvi-s-chaos-mesh-a-azure-chaos-studio2/) - mend: [Chaos Meshで何ができるのか見てみた](https://qiita.com/mend/items/dcdfab5e980467bf58e9) ### Community talks - Twain Taylor: [Chaos Mesh Simplifies & Organizes Chaos Engineering For Kubernetes](https://youtu.be/shbrjAY86ZQ) - Saiyam Pathak - [Let's explore chaos mesh](https://youtu.be/kMbTYItsTTI) - [Chaos Mesh - Chaos Engineering for Kubernetes](https://youtu.be/HAU_cjW1bMw) - [Chaos Mesh 2.0](https://youtu.be/HmQ9cFwxF7g) ## Media coverage - CodeZine: [オープンソースのカオステストツール「Chaos Mesh 1.0」、一般提供を開始](https://codezine.jp/article/detail/12996) - @IT atmarkit: [Kubernetes 向けカオスエンジニアリングプラットフォーム「Chaos Mesh 1.0」が公開](https://www.atmarkit.co.jp/ait/articles/2010/09/news108.html) - Publickey: [Kubernetes の Pod やネットワークをわざと落としまくってカオスエンジニアリングのテストができる「Chaos Mesh」がバージョン 1.0 に到達](https://www.publickey1.jp/blog/20/kubernetespodchaos_mesh10.html) - InfoQ: [Chaos Engineering on Kubernetes : Chaos Mesh Generally Available with v1.0](https://www.infoq.com/news/2020/10/kubernetes-chaos-mesh-ga/) - TechGenix: [Chaos Mesh Promises to Bring Order to Chaos Engineering](http://techgenix.com/chaos-mesh-chaos-engineering/) ## License Chaos Mesh is licensed under the Apache License, Version 2.0. See [LICENSE](./LICENSE) for the full content. <!-- markdown-link-check-disable-next-line --> [](https://app.fossa.com/projects/git%2Bgithub.com%2Fchaos-mesh%2Fchaos-mesh?ref=badge_large) ## Trademark Chaos Mesh is a trademark of The Linux Foundation. All rights reserved. ", Assign "at most 3 tags" to the expected json: {"id":"2626","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"