base on Record-and-replay Kubernetes simulator based on KWOK <!-- project: SimKube description: | A collection of tools for saving and replaying running "traces" of a Kubernetes cluster in a simulated environment template: docs.html -->  <img src="docs/images/logo_with_name.png" width=400 /><img src="docs/images/mascot-2024.png" height=200 align="right"/> A record-and-replay simulation environment for the Kubernetes control plane based on [KWOK](https://kwok.sigs.k8s.io). ## Overview This package provides the following components: - `skctl`: a CLI utility for interacting with various other SimKube components - `sk-ctrl`: a Kubernetes Controller that watches for Simulation custom resources and runs a simulation based on the provided trace file. - `sk-driver`: the actual runner for a specific simulation, created as a Kubernetes Job by `sk-ctrl` - `sk-tracer`: a watcher for Kubernetes pod creation and deletion events, saves these events in a replayable trace format. ## Installation 1. To install `sk-tracer` in your prod cluster: `kubectl apply -k k8s/kustomize/prod` 2. To install `sk-ctrl` in your simulation cluster: `kubectl apply -k k8s/kustomize/sim` 3. To install `skctl` on your dev machine: `cargo install skctl` ## Documentation Full [documentation for SimKube](https://appliedcomputing.io/simkube/) is available on Applied Computing's website. Here are some quick links to select topics: - [Installation](https://appliedcomputing.io/simkube/docs/intro/installation/) - [Autoscaling](http://appliedcomputing.io/simkube/docs/adv/autoscaling/) - [Metrics Collection](http://appliedcomputing.io/simkube/docs/adv/metrics/) - [Component Reference](http://appliedcomputing.io/simkube/docs/components/skctl/) - [Developing SimKube](http://appliedcomputing.io/simkube/docs/dev/contributing/) ### Architecture Diagram  ## Community We have a [channel](https://kubernetes.slack.com/archives/C07LTUB823Z) on the Kubernetes Slack instance! Come chat with us there. (You can [sign up](https://communityinviter.com/apps/kubernetes/community) for the Kubernetes Slack instance for free) ## Contributing We welcome any and all contributions to the SimKube project! Please open a pull request. If you have a feature request, please start a [discussion](https://github.com/acrlabs/simkube/discussions). Members of the SimKube team will determine whether the feature should become planned work and how it will be prioritized. If you've found a bug or are working on a planned improvement, please [open an issue](https://github.com/acrlabs/simkube/issues)! ### Code of Conduct Applied Computing Research Labs has a strict code of conduct we expect all contributors to adhere to. Please read the [full text](https://github.com/acrlabs/simkube/blob/master/CODE_OF_CONDUCT.md) so that you understand the expectations upon you as a contributor. ### Copyright and Licensing SimKube is licensed under the [MIT License](https://github.com/acrlabs/simkube/blob/master/LICENSE). Contributors to this project agree that they own the copyrights to all contributed material, and agree to license your contributions under the same terms. This is "inbound=outbound", and is the [GitHub default](https://docs.github.com/en/site-policy/github-terms/github-terms-of-service#6-contributions-under-repository-license). > [!WARNING] > Due to the uncertain nature of copyright and IP law, this repository does not accept contributions that have been all > or partially generated with GitHub Copilot or other LLM-based code generation tools. Please disable any such tools > before authoring changes to this project. ## Related Reading - [Announcing SimKube 1.0](https://blog.appliedcomputing.io/p/announcing-simkube-v10) - [Why do we need a simulator?](https://blog.appliedcomputing.io/p/simkube-part-1-why-do-we-need-a-simulator) ", Assign "at most 3 tags" to the expected json: {"id":"6563","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"