base on Test infrastructure for the Kubernetes project. # test-infra [](https://godoc.org/k8s.io/test-infra) [](https://testgrid.k8s.io/sig-testing-misc#continuous) This repository contains tools and configuration files for the testing and automation needs of the Kubernetes project. Our [architecture diagram](docs/architecture.svg) provides an (updated [#13063]) overview of how the different tools and services interact. ## CI Job Management Kubernetes uses a [`prow`] instance at [prow.k8s.io] to handle CI and automation for the entire project. Everyone can participate in a self-service PR-based workflow, where changes are automatically deployed after they have been reviewed. All job configs are located in [`config/jobs`] - [Add or update job configs](/config/jobs/README.md#adding-or-updating-jobs) - [Delete job configs](/config/jobs/README.md#deleting-jobs) - [Test job configs locally](/config/jobs/README.md#testing-jobs-locally) - [Trigger jobs on PRs using bot commands](https://go.k8s.io/bot-commands) ## Dashboards ### Test Result Dashboards - [Testgrid](https://testgrid.k8s.io) shows historical test results over time ([`testgrid`]) - [Triage](https://go.k8s.io/triage) shows clusters of similar test failures across all jobs ([`triage`](/triage)) ### Job and PR Dashboards - [Deck](https://prow.k8s.io) shows what jobs are running or have recently run in prow ([`prow/cmd/deck`]) - [PR Status](https://prow.k8s.io/pr) shows what needs to be done to get PRs matching a GitHub Query to merge ([`prow/cmd/tide`]) - [Tide History](https://prow.k8s.io/tide-history) shows what actions tide has taken over time to trigger tests and merge PRs ([`prow/cmd/tide`]) - [Tide Status](https://prow.k8s.io/tide) shows what PRs are in tide pools to be tested and merged ([`prow/cmd/tide`]) ## Other Tools - [`boskos`](https://github.com/kubernetes-sigs/boskos) manages pools of resources; our CI leases GCP projects from these pools - [`experiment`](/experiment) is a catchall directory for one-shot tools or scripts - [`gcsweb`](/gcsweb) is a UI we use to display test artifacts stored in public GCS buckets - [`ghproxy`](https://github.com/kubernetes-sigs/prow/tree/main/cmd/ghproxy) is a GitHub-aware reverse proxy cache to help keep our GitHub API token usage within rate limits - [`gopherage`](/gopherage) is a tool for manipulating Go coverage files - [`label_sync`](/label_sync) creates, updates and migrates GitHub labels across orgs and repos based on `labels.yaml` file - [`kettle`](/kettle) extracts test results from GCS and puts them into bigquery - [`kubetest2`](https://github.com/kubernetes-sigs/kubetest2) is how our CI creates and e2e tests kubernetes clusters - [`metrics`](/metrics) runs queries against bigquery to generate metrics based on test results - [`robots/commenter`](/robots/commenter) is used by some of our jobs to comment on GitHub issues ## Contributing Please see [CONTRIBUTING.MD](CONTRIBUTING.md) [test-infra oncall]: https://go.k8s.io/oncall [@k8s-ci-robot]: (https://github.com/k8s-ci-robot) [#13063]: https://github.com/kubernetes/test-infra/issues/13063 [prow.k8s.io]: https://prow.k8s.io [kubernetes/kubernetes]: https://github.com/kubernetes/kubernetes [bot commands]: https://prow.k8s.io/command-help [`config/jobs`]: /config/jobs [`metrics`]: /metrics [`prow`]: https://github.com/kubernetes-sigs/prow [`prow/cmd/tide`]: https://github.com/kubernetes-sigs/prow/tree/main/cmd/tide [`prow/cmd/deck`]: https://github.com/kubernetes-sigs/prow/tree/main/cmd/deck [`testgrid`]: /testgrid [testgrid.k8s.io]: https://testgrid.k8s.io [`triage`]: /triage ", Assign "at most 3 tags" to the expected json: {"id":"5477","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"