[{"data":1,"prerenderedAt":757},["ShallowReactive",2],{"/en-us/blog/how-gitlab-automates-releases":3,"navigation-en-us":34,"banner-en-us":462,"footer-en-us":479,"Jackie Meshell":724,"next-steps-en-us":736,"footer-source-/en-us/blog/how-gitlab-automates-releases/":751},{"_path":4,"_dir":5,"_draft":6,"_partial":6,"_locale":7,"seo":8,"content":16,"config":24,"_id":27,"_type":28,"title":29,"_source":30,"_file":31,"_stem":32,"_extension":33},"/en-us/blog/how-gitlab-automates-releases","blog",false,"",{"title":9,"description":10,"ogTitle":9,"ogDescription":10,"noIndex":6,"ogImage":11,"ogUrl":12,"ogSiteName":13,"ogType":14,"canonicalUrls":12,"schema":15},"How GitLab is automating release generation in .gitlab-ci.yml","Under the covers look at the tooling behind creating releases from `.gitlab-ci.yml` with a Go command line interface","https://res.cloudinary.com/about-gitlab-com/image/upload/v1749672765/Blog/Hero%20Images/generator.jpg","https://about.gitlab.com/blog/how-gitlab-automates-releases","https://about.gitlab.com","article","\n                        {\n        \"@context\": \"https://schema.org\",\n        \"@type\": \"Article\",\n        \"headline\": \"How GitLab is automating release generation in .gitlab-ci.yml\",\n        \"author\": [{\"@type\":\"Person\",\"name\":\"Jackie Meshell\"}],\n        \"datePublished\": \"2020-05-07\",\n      }",{"title":9,"description":10,"authors":17,"heroImage":11,"date":19,"body":20,"category":21,"tags":22},[18],"Jackie Meshell","2020-05-07","## Why does release generation need to be automated?\n\n\nRelease Management, a group within the [Release\nstage](https://handbook.gitlab.com/handbook/engineering/deployments-and-releases/),\nis about unblocking users as they continuously deliver value to their\ncustomers. A part of this can be seen in how users create Release tags to\ntrack production deployments and in that adoption of the Release features,\nusers are deploying more with GitLab. We can also see a correlation between\nusers adopting Releases to deploy with GitLab and leveraging more paid\nfeatures.\n\n\nWe discovered the automation of creating these releases for our users was\ndifficult and documented the needs for Release generation from the\n`.gitlab-ci.yml` file in our epic,\n[gitlab&2510](https://gitlab.com/groups/gitlab-org/-/epics/2510). The\nhighlights of the user pains around the release process include a:\n   1. desire to avoid leaving the CLI to complete release jobs or tasks\n   1. need for the tag creation to be associated with a pipeline\n   1. simpler way to include release creation within GitLab as a part of the CI/CD processes\n\nNot only do users want to automatically create releases within their\n[CI/CD](/topics/ci-cd/), many of the other solutions such as [Azure\nPipelines](https://docs.microsoft.com/en-us/azure/devops/pipelines/release/?view=azure-devops),\n[XebiaLabs](https://docs.xebialabs.com/v.9.5/xl-release/how-to/work-with-xl-yaml-format/),\nand\n[Cloudbees](https://www.jenkins.io/blog/configuring-jenkins-pipeline-with-yaml-file/),\nall feature a way to deploy and create releases from the YAML.\n\n\n## How did we discover that we needed a tool to create the release?\n\n\nThe Release Management team underwent a few calls with a GitLab Maintainer,\n[Kamil Trzciński](https://gitlab.com/ayufan), to help decide the correct\npath forward. There were several scenarios we considered.\n\n\n| Option   | Pros| Cons  |\n\n| ------------------------------ |\n-------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n|\n-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------\n|\n\n| Generate Release from Rails    | 1. Simple addition of token and yaml\njob\n| 1. Rails would be too heavy\u003Cbr> 2. High potential for errors and\nslowness\u003Cbr> 3. Least performant\noption\n|\n\n| Create an independent CLI tool | 1. Independent and users can use it\nwithout downloading the whole Runner command\u003Cbr> 2. Can be owned by the\nRelease team\u003Cbr> 3. The intention and domain of the CLI is very specific and\nusers won't get confused.\u003Cbr> 4. We can have the code in any repo | 1. Maybe\nsome code duplication from gitlab-runner-helper command to auth with\nCI\\_JOB\\_TOKEN\n|\n\n| Create a runner helper         | 1. Much quicker since it's just\ncopy/pasting a file and changing the command name and\nURL\n| 1. The user have to download the gitlab-runner-helper binary\u003Cbr> 2. Lots\nof actions for the user to take to use\u003Cbr> 3. Not as discoverable\u003Cbr> 4.\nCoupled and dependent on Runner team\u003Cbr> 5. It would require to follow the\nsame release version scheme as GitLab Runner does |\n\n\nWe learned quickly that Rails was not the right place to generate a release\nas a result of performance and we also learned the logic was too much for\nthe GitLab Runner to handle. This was discussed in a chat with [Steve\nAzzopardi](https://gitlab.com/steveazz-dr) from the Runner Team, [Sean\nCarroll](https://gitlab.com/sean_carroll) from Release Management, and of\ncourse the product teammates.\n\n\n\u003Cfigure class=\"video_container\">\n  \u003Ciframe src=\"https://youtube.com/embed/bfbnjEKZ9yw\" frameborder=\"0\" allowfullscreen=\"true\"> \u003C/iframe>\n\u003C/figure>\n\n\nThe technical takeaways from this call included:\n  - Runner was more fragile and likely would be taxed by the logic that creating a release from the yaml would cause\n  - Rails would be slow and not as performant when creating a release\n  - a command line tool would be extensible and allow the Release Management team to wholly own the product\n\nThus, the team moved forward with the independent CLI and began developing\nthis tool.\n\n\n## How does the release-cli work?\n\n\nThe release-cli tool is written in Go and can be called directly to create a\nRelease via the API, given the right `job token` and parameters are\nprovided. The more likely way users will interact with this tool will be in\nthe YAML file as a job:\n\n\n```\n\nrelease_upload:\n  image: registry.gitlab.com/gitlab-org/release-cli:v0.1.0\n  script:\n    - gitlab-releaser create --name=\"My Release\" --description=\"My Release description\"\n```\n\n\n![Architecture of\nRelease-cli](https://about.gitlab.com/images/blogimages/archdiagram.png\n\"release-cli architecture\"){: .shadow}\n\n\n### Steps for the release-cli\n\n\n1. The release-cli will instruct the `release` node of `.gitlab-ci.yml`\n  - This will convert the actions of creating the release into commands and pass those to the Runner.\n2. YAML exposed as Steps\n  - The release node of the `.gitlab-ci.yml` configuration file is converted into Steps and made available via API endpoint.\n3. Runner calls CLI on Job success\n  - The Runner executes the Job, and upon success calls the Release CLI. The evaluation of the Release must be created is made by the CLI, so this step implies the Runner always calls the Release CLI at the end of a successful Job.\n4. CLI retrieves Release Steps\n  - The Release CLI calls the Rails API to retrieve the release configuration (as Steps).\n5. CLI creates Release\n  - The Release CLI makes an API call to Rails to create the Release.\n\n## What is next for the release-cli?\n\n\nWe currently have the first iteration of the release-cli complete, which\nlooks like:\n\n\n![Architecture2 of\nRelease-cli](https://about.gitlab.com/images/blogimages/current_cli.png\n\"release-cli current architecture\"){: .shadow}\n\n\nThis MVC implemented via\n[gitlab#199253](https://gitlab.com/gitlab-org/gitlab/-/issues/199253), has\nenabled:\n   - use of the [GitLab Release CLI docker image](https://gitlab.com/gitlab-org/release-cli)\n   - the `--name` and `--description` parameters for a Release\n   - calling the Releases API to create a Release with name and description\n   - access to all CI variables, including `$CI_JOB_TOKEN` for authentication to the GitLab Releases API and `$CI_PROJECT_ID` to create the Release\n\nThe Release Management team will expand the tool to be able to manage many\ntasks for the Release generation. These features include:\n   1. Expose `:release` yaml as steps via [gitlab#199250](https://gitlab.com/gitlab-org/gitlab/-/issues/199250)\n   1. Support file uploads to Releases via [gitlab#17838](https://gitlab.com/gitlab-org/gitlab/-/issues/17838)\n   1. Support binary files in Releases via [gitlab#35893](https://gitlab.com/gitlab-org/gitlab/-/issues/35893)\n   1. 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