696 lines
27 KiB
Markdown
696 lines
27 KiB
Markdown
# Introduction to environments and deployments
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> Introduced in GitLab 8.9.
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During the development of software, there can be many stages until it's ready
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for public consumption. You sure want to first test your code and then deploy it
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in a testing or staging environment before you release it to the public. That
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way you can prevent bugs not only in your software, but in the deployment
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process as well.
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GitLab CI is capable of not only testing or building your projects, but also
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deploying them in your infrastructure, with the added benefit of giving you a
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way to track your deployments. In other words, you can always know what is
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currently being deployed or has been deployed on your servers.
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## Overview
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With environments, you can control the Continuous Deployment of your software
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all within GitLab. All you need to do is define them in your project's
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[`.gitlab-ci.yml`][yaml] as we will explore below. GitLab provides a full
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history of your deployments per every environment.
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Environments are like tags for your CI jobs, describing where code gets deployed.
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Deployments are created when [jobs] deploy versions of code to environments,
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so every environment can have one or more deployments. GitLab keeps track of
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your deployments, so you always know what is currently being deployed on your
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servers. If you have a deployment service such as [Kubernetes][kube]
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enabled for your project, you can use it to assist with your deployments, and
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can even access a [web terminal](#web-terminals) for your environment from within GitLab!
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To better understand how environments and deployments work, let's consider an
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example. We assume that you have already created a project in GitLab and set up
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a Runner. The example will cover the following:
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- We are developing an application
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- We want to run tests and build our app on all branches
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- Our default branch is `master`
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- We deploy the app only when a pipeline on `master` branch is run
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Let's see how it all ties together.
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## Defining environments
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Let's consider the following `.gitlab-ci.yml` example:
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```yaml
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stages:
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- test
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- build
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- deploy
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test:
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stage: test
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script: echo "Running tests"
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build:
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stage: build
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script: echo "Building the app"
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deploy_staging:
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stage: deploy
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script:
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- echo "Deploy to staging server"
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environment:
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name: staging
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url: https://staging.example.com
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only:
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- master
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```
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We have defined 3 [stages](yaml/README.md#stages):
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- test
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- build
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- deploy
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The jobs assigned to these stages will run in this order. If a job fails, then
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the jobs that are assigned to the next stage won't run, rendering the pipeline
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as failed. In our case, the `test` job will run first, then the `build` and
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lastly the `deploy_staging`. With this, we ensure that first the tests pass,
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then our app is able to be built successfully, and lastly we deploy to the
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staging server.
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The `environment` keyword is just a hint for GitLab that this job actually
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deploys to this environment's `name`. It can also have a `url` which, as we
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will later see, is exposed in various places within GitLab. Each time a job that
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has an environment specified and succeeds, a deployment is recorded, remembering
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the Git SHA and environment name.
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> **Note:**
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> Starting with GitLab 8.15, the environment name is exposed to the Runner in
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> two forms: `$CI_ENVIRONMENT_NAME`, and `$CI_ENVIRONMENT_SLUG`. The first is
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> the name given in `.gitlab-ci.yml` (with any variables expanded), while the
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> second is a "cleaned-up" version of the name, suitable for use in URLs, DNS,
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> etc.
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>
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> **Note:**
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> Starting with GitLab 9.3, the environment URL is exposed to the Runner via
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> `$CI_ENVIRONMENT_URL`. The URL would be expanded from `.gitlab-ci.yml`, or if
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> the URL was not defined there, the external URL from the environment would be
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> used.
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To sum up, with the above `.gitlab-ci.yml` we have achieved that:
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- All branches will run the `test` and `build` jobs.
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- The `deploy_staging` job will run [only](yaml/README.md#only) on the `master`
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branch which means all merge requests that are created from branches don't
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get to deploy to the staging server
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- When a merge request is merged, all jobs will run and the `deploy_staging`
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in particular will deploy our code to a staging server while the deployment
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will be recorded in an environment named `staging`.
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Let's now see how that information is exposed within GitLab.
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## Viewing the current status of an environment
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The environment list under your project's **Operations > Environments**, is
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where you can find information of the last deployment status of an environment.
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Here's how the Environments page looks so far.
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![Environment view](img/environments_available.png)
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There's a bunch of information there, specifically you can see:
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- The environment's name with a link to its deployments
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- The last deployment ID number and who performed it
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- The job ID of the last deployment with its respective job name
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- The commit information of the last deployment such as who committed, to what
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branch and the Git SHA of the commit
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- The exact time the last deployment was performed
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- A button that takes you to the URL that you have defined under the
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`environment` keyword in `.gitlab-ci.yml`
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- A button that re-deploys the latest deployment, meaning it runs the job
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defined by the environment name for that specific commit
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> **Notes:**
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>
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> - While you can create environments manually in the web interface, we recommend
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> that you define your environments in `.gitlab-ci.yml` first. They will
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> be automatically created for you after the first deploy.
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> - The environments page can only be viewed by Reporters and above. For more
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> information on the permissions, see the [permissions documentation][permissions].
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> - Only deploys that happen after your `.gitlab-ci.yml` is properly configured
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> will show up in the "Environment" and "Last deployment" lists.
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The information shown in the Environments page is limited to the latest
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deployments, but as you may have guessed an environment can have multiple
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deployments.
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## Viewing the deployment history of an environment
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GitLab keeps track of your deployments, so you always know what is currently
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being deployed on your servers. That way you can have the full history of your
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deployments per every environment right in your browser. Clicking on an
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environment will show the history of its deployments. Assuming you have deployed
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multiple times already, here's how a specific environment's page looks like.
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![Deployments](img/deployments_view.png)
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We can see the same information as when in the Environments page, but this time
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all deployments are shown. As you may have noticed, apart from the **Re-deploy**
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button there are now **Rollback** buttons for each deployment. Let's see how
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that works.
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## Rolling back changes
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You can't control everything, so sometimes things go wrong. When that unfortunate
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time comes GitLab has you covered. Simply by clicking the **Rollback** button
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that can be found in the deployments page
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(**Operations > Environments > `environment name`**) you can relaunch the
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job with the commit associated with it.
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>**Note:**
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Bear in mind that your mileage will vary and it's entirely up to how you define
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the deployment process in the job's `script` whether the rollback succeeds or not.
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GitLab CI is just following orders.
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Thankfully that was the staging server that we had to rollback, and since we
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learn from our mistakes, we decided to not make the same again when we deploy
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to the production server. Enter manual actions for deployments.
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## Manually deploying to environments
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Turning a job from running automatically to a manual action is as simple as
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adding `when: manual` to it. To expand on our previous example, let's add
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another job that this time deploys our app to a production server and is
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tracked by a `production` environment. The `.gitlab-ci.yml` looks like this
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so far:
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```yaml
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stages:
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- test
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- build
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- deploy
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test:
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stage: test
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script: echo "Running tests"
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build:
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stage: build
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script: echo "Building the app"
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deploy_staging:
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stage: deploy
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script:
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- echo "Deploy to staging server"
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environment:
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name: staging
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url: https://staging.example.com
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only:
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- master
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deploy_prod:
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stage: deploy
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script:
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- echo "Deploy to production server"
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environment:
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name: production
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url: https://example.com
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when: manual
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only:
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- master
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```
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The `when: manual` action exposes a play button in GitLab's UI and the
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`deploy_prod` job will only be triggered if and when we click that play button.
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You can find it in the pipeline, job, environment, and deployment views.
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| Pipelines | Single pipeline | Environments | Deployments | jobs |
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| --------- | ----------------| ------------ | ----------- | -------|
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| ![Pipelines manual action](img/environments_manual_action_pipelines.png) | ![Pipelines manual action](img/environments_manual_action_single_pipeline.png) | ![Environments manual action](img/environments_manual_action_environments.png) | ![Deployments manual action](img/environments_manual_action_deployments.png) | ![Builds manual action](img/environments_manual_action_jobs.png) |
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Clicking on the play button in either of these places will trigger the
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`deploy_prod` job, and the deployment will be recorded under a new
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environment named `production`.
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>**Note:**
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Remember that if your environment's name is `production` (all lowercase), then
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it will get recorded in [Cycle Analytics](../user/project/cycle_analytics.md).
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Double the benefit!
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## Dynamic environments
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As the name suggests, it is possible to create environments on the fly by just
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declaring their names dynamically in `.gitlab-ci.yml`. Dynamic environments is
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the basis of [Review apps](review_apps/index.md).
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NOTE: **Note:**
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The `name` and `url` parameters can use most of the CI/CD variables,
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including [predefined](variables/README.md#predefined-variables-environment-variables),
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[project/group ones](variables/README.md#variables) and
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[`.gitlab-ci.yml` variables](yaml/README.md#variables). You however cannot use variables
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defined under `script` or on the Runner's side. There are also other variables that
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are unsupported in the context of `environment:name`. You can read more about
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[where variables can be used](variables/where_variables_can_be_used.md).
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GitLab Runner exposes various [environment variables][variables] when a job runs,
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and as such, you can use them as environment names. Let's add another job in
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our example which will deploy to all branches except `master`:
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```yaml
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deploy_review:
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stage: deploy
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script:
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- echo "Deploy a review app"
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environment:
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name: review/$CI_COMMIT_REF_NAME
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url: https://$CI_ENVIRONMENT_SLUG.example.com
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only:
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- branches
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except:
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- master
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```
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Let's break it down in pieces. The job's name is `deploy_review` and it runs
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on the `deploy` stage. The `script` at this point is fictional, you'd have to
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use your own based on your deployment. Then, we set the `environment` with the
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`environment:name` being `review/$CI_COMMIT_REF_NAME`. Now that's an interesting
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one. Since the [environment name][env-name] can contain slashes (`/`), we can
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use this pattern to distinguish between dynamic environments and the regular
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ones.
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So, the first part is `review`, followed by a `/` and then `$CI_COMMIT_REF_NAME`
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which takes the value of the branch name. Since `$CI_COMMIT_REF_NAME` itself may
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also contain `/`, or other characters that would be invalid in a domain name or
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URL, we use `$CI_ENVIRONMENT_SLUG` in the `environment:url` so that the
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environment can get a specific and distinct URL for each branch. In this case,
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given a `$CI_COMMIT_REF_NAME` of `100-Do-The-Thing`, the URL will be something
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like `https://100-do-the-4f99a2.example.com`. Again, the way you set up
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the web server to serve these requests is based on your setup.
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You could also use `$CI_COMMIT_REF_SLUG` in `environment:url`, e.g.:
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`https://$CI_COMMIT_REF_SLUG.example.com`. We use `$CI_ENVIRONMENT_SLUG`
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here because it is guaranteed to be unique, but if you're using a workflow like
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[GitLab Flow][gitlab-flow], collisions are very unlikely, and you may prefer
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environment names to be more closely based on the branch name - the example
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above would give you an URL like `https://100-do-the-thing.example.com`
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Last but not least, we tell the job to run [`only`][only] on branches
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[`except`][only] master.
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>**Note:**
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You are not bound to use the same prefix or only slashes in the dynamic
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environments' names (`/`), but as we will see later, this will enable the
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[grouping similar environments](#grouping-similar-environments) feature.
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The whole `.gitlab-ci.yml` looks like this so far:
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```yaml
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stages:
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- test
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- build
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- deploy
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test:
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stage: test
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script: echo "Running tests"
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build:
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stage: build
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script: echo "Building the app"
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deploy_review:
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stage: deploy
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script:
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- echo "Deploy a review app"
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environment:
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name: review/$CI_COMMIT_REF_NAME
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url: https://$CI_ENVIRONMENT_SLUG.example.com
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only:
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- branches
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except:
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- master
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deploy_staging:
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stage: deploy
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script:
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- echo "Deploy to staging server"
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environment:
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name: staging
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url: https://staging.example.com
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only:
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- master
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deploy_prod:
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stage: deploy
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script:
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- echo "Deploy to production server"
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environment:
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name: production
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url: https://example.com
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when: manual
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only:
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- master
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```
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A more realistic example would include copying files to a location where a
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webserver (NGINX) could then read and serve. The example below will copy the
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`public` directory to `/srv/nginx/$CI_COMMIT_REF_SLUG/public`:
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```yaml
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review_app:
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stage: deploy
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script:
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- rsync -av --delete public /srv/nginx/$CI_COMMIT_REF_SLUG
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environment:
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name: review/$CI_COMMIT_REF_NAME
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url: https://$CI_COMMIT_REF_SLUG.example.com
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```
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It is assumed that the user has already set up NGINX and GitLab Runner in the
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server this job will run on.
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>**Note:**
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Be sure to check out the [limitations](#limitations) section for some edge
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cases regarding naming of your branches and Review Apps.
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---
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The development workflow would now be:
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- Developer creates a branch locally
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- Developer makes changes, commits and pushes the branch to GitLab
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- Developer creates a merge request
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Behind the scenes:
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- GitLab Runner picks up the changes and starts running the jobs
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- The jobs run sequentially as defined in `stages`
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- First, the tests pass
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- Then, the job begins and successfully also passes
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- Lastly, the app is deployed to an environment with a name specific to the
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branch
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So now, every branch gets its own environment and is deployed to its own place
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with the added benefit of having a [history of deployments](#viewing-the-deployment-history-of-an-environment)
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and also being able to [rollback changes](#rolling-back-changes) if needed.
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Let's briefly see where URL that's defined in the environments is exposed.
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## Making use of the environment URL
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The [environment URL](yaml/README.md#environments-url) is exposed in a few
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places within GitLab.
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| In a merge request widget as a link | In the Environments view as a button | In the Deployments view as a button |
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| -------------------- | ------------ | ----------- |
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| ![Environment URL in merge request](img/environments_mr_review_app.png) | ![Environment URL in environments](img/environments_available.png) | ![Environment URL in deployments](img/deployments_view.png) |
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If a merge request is eventually merged to the default branch (in our case
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`master`) and that branch also deploys to an environment (in our case `staging`
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and/or `production`) you can see this information in the merge request itself.
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![Environment URLs in merge request](img/environments_link_url_mr.png)
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### Go directly from source files to public pages on the environment
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> Introduced in GitLab 8.17. In GitLab 11.5 the file links
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are surfaced to the merge request widget.
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You can specify a Route Map to get GitLab to show "View on <environment URL>"
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buttons to go directly from a file to that file's representation on the
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[deployed website via Review Apps](review_apps/index.md).
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To get this to work, you need to tell GitLab how the paths of files in your repository map to paths of pages on your website, using a Route Map.
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A Route Map is a file inside the repository at `.gitlab/route-map.yml`, which contains a YAML array that maps `source` paths (in the repository) to `public` paths (on the website).
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Below is an example of a route map for [Middleman](https://middlemanapp.com) static websites
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like <https://gitlab.com/gitlab-com/www-gitlab-com>:
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```yaml
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# Team data
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- source: 'data/team.yml' # data/team.yml
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public: 'team/' # team/
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# Blogposts
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- source: /source\/posts\/([0-9]{4})-([0-9]{2})-([0-9]{2})-(.+?)\..*/ # source/posts/2017-01-30-around-the-world-in-6-releases.html.md.erb
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public: '\1/\2/\3/\4/' # 2017/01/30/around-the-world-in-6-releases/
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# HTML files
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- source: /source\/(.+?\.html).*/ # source/index.html.haml
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public: '\1' # index.html
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# Other files
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- source: /source\/(.*)/ # source/images/blogimages/around-the-world-in-6-releases-cover.png
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public: '\1' # images/blogimages/around-the-world-in-6-releases-cover.png
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```
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Mappings are defined as entries in the root YAML array, and are identified by a `-` prefix. Within an entry, we have a hash map with two keys:
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- `source`
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- a string, starting and ending with `'`, for an exact match
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- a regular expression, starting and ending with `/`, for a pattern match
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- The regular expression needs to match the entire source path - `^` and `$` anchors are implied.
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- Can include capture groups denoted by `()` that can be referred to in the `public` path.
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- Slashes (`/`) can, but don't have to, be escaped as `\/`.
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- Literal periods (`.`) should be escaped as `\.`.
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- `public`
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- a string, starting and ending with `'`.
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- Can include `\N` expressions to refer to capture groups in the `source` regular expression in order of their occurrence, starting with `\1`.
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The public path for a source path is determined by finding the first `source` expression that matches it, and returning the corresponding `public` path, replacing the `\N` expressions with the values of the `()` capture groups if appropriate.
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In the example above, the fact that mappings are evaluated in order of their definition is used to ensure that `source/index.html.haml` will match `/source\/(.+?\.html).*/` instead of `/source\/(.*)/`, and will result in a public path of `index.html`, instead of `index.html.haml`.
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---
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Once you have the route mapping set up, it will be exposed in a few places:
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- In the merge request widget. The **View app** button will take you to the
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environment URL you have set up in `.gitlab-ci.yml`. The dropdown will render
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the first 5 matched items from the route map, but you can filter them if more
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than 5 are available.
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![View app file list in merge request widget](img/view_on_mr_widget.png)
|
|
|
|
- In the diff for a merge request, comparison, or commit.
|
|
|
|
!["View on env" button in merge request diff](img/view_on_env_mr.png)
|
|
|
|
- In the blob file view.
|
|
|
|
!["View on env" button in file view](img/view_on_env_blob.png) |
|
|
|
|
---
|
|
|
|
We now have a full development cycle, where our app is tested, built, deployed
|
|
as a Review app, deployed to a staging server once the merge request is merged,
|
|
and finally manually deployed to the production server. What we just described
|
|
is a single workflow, but imagine tens of developers working on a project
|
|
at the same time. They each push to their branches, and dynamic environments are
|
|
created all the time. In that case, we probably need to do some clean up. Read
|
|
next how environments can be stopped.
|
|
|
|
## Stopping an environment
|
|
|
|
By stopping an environment, you are effectively terminating its recording of the
|
|
deployments that happen in it.
|
|
|
|
A branch is associated with an environment when the CI pipeline that is created
|
|
for this branch, was recently deployed to this environment. You can think of
|
|
the CI pipeline as the glue between the branch and the environment:
|
|
`branch ➔ CI pipeline ➔ environment`.
|
|
|
|
There is a special case where environments can be manually stopped. That can
|
|
happen if you provide another job for that matter. The syntax is a little
|
|
tricky since a job calls another job to do the job.
|
|
|
|
Consider the following example where the `deploy_review` calls the `stop_review`
|
|
to clean up and stop the environment:
|
|
|
|
```yaml
|
|
deploy_review:
|
|
stage: deploy
|
|
script:
|
|
- echo "Deploy a review app"
|
|
environment:
|
|
name: review/$CI_COMMIT_REF_NAME
|
|
url: https://$CI_ENVIRONMENT_SLUG.example.com
|
|
on_stop: stop_review
|
|
only:
|
|
- branches
|
|
except:
|
|
- master
|
|
|
|
stop_review:
|
|
stage: deploy
|
|
variables:
|
|
GIT_STRATEGY: none
|
|
script:
|
|
- echo "Remove review app"
|
|
when: manual
|
|
environment:
|
|
name: review/$CI_COMMIT_REF_NAME
|
|
action: stop
|
|
```
|
|
|
|
Setting the [`GIT_STRATEGY`][git-strategy] to `none` is necessary on the
|
|
`stop_review` job so that the [GitLab Runner] won't try to checkout the code
|
|
after the branch is deleted.
|
|
|
|
>**Note:**
|
|
Starting with GitLab 8.14, dynamic environments will be stopped automatically
|
|
when their associated branch is deleted.
|
|
|
|
When you have an environment that has a stop action defined (typically when
|
|
the environment describes a review app), GitLab will automatically trigger a
|
|
stop action when the associated branch is deleted. The `stop_review` job must
|
|
be in the same `stage` as the `deploy_review` one in order for the environment
|
|
to automatically stop.
|
|
|
|
You can read more in the [`.gitlab-ci.yml` reference][onstop].
|
|
|
|
## Grouping similar environments
|
|
|
|
> [Introduced][ce-7015] in GitLab 8.14.
|
|
|
|
As we've seen in the [dynamic environments](#dynamic-environments), you can
|
|
prepend their name with a word, then followed by a `/` and finally the branch
|
|
name which is automatically defined by the `CI_COMMIT_REF_NAME` variable.
|
|
|
|
In short, environments that are named like `type/foo` are presented under a
|
|
group named `type`.
|
|
|
|
In our minimal example, we name the environments `review/$CI_COMMIT_REF_NAME`
|
|
where `$CI_COMMIT_REF_NAME` is the branch name:
|
|
|
|
```yaml
|
|
deploy_review:
|
|
stage: deploy
|
|
script:
|
|
- echo "Deploy a review app"
|
|
environment:
|
|
name: review/$CI_COMMIT_REF_NAME
|
|
```
|
|
|
|
In that case, if you visit the Environments page, and provided the branches
|
|
exist, you should see something like:
|
|
|
|
![Environment groups](img/environments_dynamic_groups.png)
|
|
|
|
## Monitoring environments
|
|
|
|
> **Notes:**
|
|
>
|
|
> - For the monitoring dashboard to appear, you need to:
|
|
> - Have enabled the [Prometheus integration][prom]
|
|
> - Configured Prometheus to collect at least one [supported metric](../user/project/integrations/prometheus_library/index.md)
|
|
> - With GitLab 9.2, all deployments to an environment are shown directly on the
|
|
> monitoring dashboard
|
|
|
|
If you have enabled [Prometheus for monitoring system and response metrics](https://docs.gitlab.com/ee/user/project/integrations/prometheus.html), you can monitor the performance behavior of your app running in each environment.
|
|
|
|
Once configured, GitLab will attempt to retrieve [supported performance metrics](https://docs.gitlab.com/ee/user/project/integrations/prometheus_library/index.html) for any
|
|
environment which has had a successful deployment. If monitoring data was
|
|
successfully retrieved, a Monitoring button will appear for each environment.
|
|
|
|
![Environment Detail with Metrics](img/deployments_view.png)
|
|
|
|
Clicking on the Monitoring button will display a new page, showing up to the last
|
|
8 hours of performance data. It may take a minute or two for data to appear
|
|
after initial deployment.
|
|
|
|
All deployments to an environment are shown directly on the monitoring dashboard
|
|
which allows easy correlation between any changes in performance and a new
|
|
version of the app, all without leaving GitLab.
|
|
|
|
![Monitoring dashboard](img/environments_monitoring.png)
|
|
|
|
## Web terminals
|
|
|
|
>**Note:**
|
|
Web terminals were added in GitLab 8.15 and are only available to project
|
|
maintainers and owners.
|
|
|
|
If you deploy to your environments with the help of a deployment service (e.g.,
|
|
the [Kubernetes integration][kube]), GitLab can open
|
|
a terminal session to your environment! This is a very powerful feature that
|
|
allows you to debug issues without leaving the comfort of your web browser. To
|
|
enable it, just follow the instructions given in the service integration
|
|
documentation.
|
|
|
|
Once enabled, your environments will gain a "terminal" button:
|
|
|
|
![Terminal button on environment index](img/environments_terminal_button_on_index.png)
|
|
|
|
You can also access the terminal button from the page for a specific environment:
|
|
|
|
![Terminal button for an environment](img/environments_terminal_button_on_show.png)
|
|
|
|
Wherever you find it, clicking the button will take you to a separate page to
|
|
establish the terminal session:
|
|
|
|
![Terminal page](img/environments_terminal_page.png)
|
|
|
|
This works just like any other terminal - you'll be in the container created
|
|
by your deployment, so you can run shell commands and get responses in real
|
|
time, check the logs, try out configuration or code tweaks, etc. You can open
|
|
multiple terminals to the same environment - they each get their own shell
|
|
session - and even a multiplexer like `screen` or `tmux`!
|
|
|
|
>**Note:**
|
|
Container-based deployments often lack basic tools (like an editor), and may
|
|
be stopped or restarted at any time. If this happens, you will lose all your
|
|
changes! Treat this as a debugging tool, not a comprehensive online IDE.
|
|
|
|
---
|
|
|
|
While this is fine for deploying to some stable environments like staging or
|
|
production, what happens for branches? So far we haven't defined anything
|
|
regarding deployments for branches other than `master`. Dynamic environments
|
|
will help us achieve that.
|
|
|
|
## Checkout deployments locally
|
|
|
|
Since 8.13, a reference in the git repository is saved for each deployment, so
|
|
knowing the state of your current environments is only a `git fetch` away.
|
|
|
|
In your git config, append the `[remote "<your-remote>"]` block with an extra
|
|
fetch line:
|
|
|
|
```
|
|
fetch = +refs/environments/*:refs/remotes/origin/environments/*
|
|
```
|
|
|
|
## Limitations
|
|
|
|
1. You are limited to use only the [CI predefined variables][variables] in the
|
|
`environment: name`. If you try to re-use variables defined inside `script`
|
|
as part of the environment name, it will not work.
|
|
|
|
## Further reading
|
|
|
|
Below are some links you may find interesting:
|
|
|
|
- [The `.gitlab-ci.yml` definition of environments](yaml/README.md#environment)
|
|
- [A blog post on Deployments & Environments](https://about.gitlab.com/2016/08/26/ci-deployment-and-environments/)
|
|
- [Review Apps - Use dynamic environments to deploy your code for every branch](review_apps/index.md)
|
|
|
|
[Pipelines]: pipelines.md
|
|
[jobs]: yaml/README.md#jobs
|
|
[yaml]: yaml/README.md
|
|
[environments]: #environments
|
|
[deployments]: #deployments
|
|
[permissions]: ../user/permissions.md
|
|
[variables]: variables/README.md
|
|
[env-name]: yaml/README.md#environment-name
|
|
[only]: yaml/README.md#only-and-except
|
|
[onstop]: yaml/README.md#environment-on_stop
|
|
[ce-7015]: https://gitlab.com/gitlab-org/gitlab-ce/merge_requests/7015
|
|
[gitlab-flow]: ../workflow/gitlab_flow.md
|
|
[gitlab runner]: https://docs.gitlab.com/runner/
|
|
[git-strategy]: yaml/README.md#git-strategy
|
|
[kube]: ../user/project/clusters/index.md
|
|
[prom]: ../user/project/integrations/prometheus.md
|