Pipeline architecture
Pipelines are the fundamental building blocks for CI/CD in GitLab. This page documents some of the important concepts related to them.
You can structure your pipelines with different methods, each with their own advantages. These methods can be mixed and matched if needed:
- Basic: Good for straightforward projects where all the configuration is in one place.
-
Pipelines with the
needs
keyword: Good for large, complex projects that need efficient execution. -
Parent-child pipelines: Good for monorepos and projects with lots of independently defined components.
For an overview, see the Parent-Child Pipelines feature demo.
-
Multi-project pipelines: Good for larger products that require cross-project interdependencies, like those with a microservices architecture.
For example, you might deploy your web application from three different GitLab projects. With multi-project pipelines you can trigger a pipeline in each project, where each has its own build, test, and deploy process. You can visualize the connected pipelines in one place, including all cross-project interdependencies.
For an overview, see the Multi-project pipelines demo.
Basic pipelines
Basic pipelines are the simplest pipelines in GitLab. It runs everything in the build stage concurrently, and once all of those finish, it runs everything in the test and subsequent stages the same way. It’s not the most efficient, and if you have lots of steps it can grow quite complex, but it’s easier to maintain:
Example basic /.gitlab-ci.yml
pipeline configuration matching the diagram:
stages:
- build
- test
- deploy
default:
image: alpine
build_a:
stage: build
script:
- echo "This job builds something."
build_b:
stage: build
script:
- echo "This job builds something else."
test_a:
stage: test
script:
- echo "This job tests something. It will only run when all jobs in the"
- echo "build stage are complete."
test_b:
stage: test
script:
- echo "This job tests something else. It will only run when all jobs in the"
- echo "build stage are complete too. It will start at about the same time as test_a."
deploy_a:
stage: deploy
script:
- echo "This job deploys something. It will only run when all jobs in the"
- echo "test stage complete."
environment: production
deploy_b:
stage: deploy
script:
- echo "This job deploys something else. It will only run when all jobs in the"
- echo "test stage complete. It will start at about the same time as deploy_a."
environment: production
Pipelines with the needs
keyword
If efficiency is important and you want everything to run as quickly as possible,
you can use the needs
keyword to define dependencies
between your jobs. When GitLab knows the dependencies between your jobs,
jobs can run as fast as possible, even starting earlier than other jobs in the same stage.
In the example below, if build_a
and test_a
are much faster than build_b
and
test_b
, GitLab starts deploy_a
even if build_b
is still running.
Example /.gitlab-ci.yml
configuration matching the diagram:
stages:
- build
- test
- deploy
default:
image: alpine
build_a:
stage: build
script:
- echo "This job builds something quickly."
build_b:
stage: build
script:
- echo "This job builds something else slowly."
test_a:
stage: test
needs: [build_a]
script:
- echo "This test job will start as soon as build_a finishes."
- echo "It will not wait for build_b, or other jobs in the build stage, to finish."
test_b:
stage: test
needs: [build_b]
script:
- echo "This test job will start as soon as build_b finishes."
- echo "It will not wait for other jobs in the build stage to finish."
deploy_a:
stage: deploy
needs: [test_a]
script:
- echo "Since build_a and test_a run quickly, this deploy job can run much earlier."
- echo "It does not need to wait for build_b or test_b."
environment: production
deploy_b:
stage: deploy
needs: [test_b]
script:
- echo "Since build_b and test_b run slowly, this deploy job will run much later."
environment: production
Parent-child pipelines
As pipelines grow more complex, a few related problems start to emerge:
- The staged structure, where all steps in a stage must complete before the first job in next stage begins, causes waits that slow things down.
- Configuration for the single global pipeline becomes hard to manage.
- Imports with
include
increase the complexity of the configuration, and can cause namespace collisions where jobs are unintentionally duplicated. - Pipeline UX has too many jobs and stages to work with.
Additionally, sometimes the behavior of a pipeline needs to be more dynamic. The ability to choose to start sub-pipelines (or not) is a powerful ability, especially if the YAML is dynamically generated.
In the basic pipeline and needs
pipeline
examples above, there are two packages that could be built independently.
These cases are ideal for using parent-child pipelines.
It separates out the configuration into multiple files, keeping things simpler.
You can combine parent-child pipelines with:
- The
rules
keyword: For example, have the child pipelines triggered only when there are changes to that area. - The
include
keyword: Bring in common behaviors, ensuring you are not repeating yourself. - The
needs
keyword inside of child pipelines, achieving the benefits of both.
Example /.gitlab-ci.yml
configuration for the parent pipeline matching the diagram:
stages:
- triggers
trigger_a:
stage: triggers
trigger:
include: a/.gitlab-ci.yml
rules:
- changes:
- a/*
trigger_b:
stage: triggers
trigger:
include: b/.gitlab-ci.yml
rules:
- changes:
- b/*
Example child a
pipeline configuration, located in /a/.gitlab-ci.yml
, making
use of the needs
keyword:
stages:
- build
- test
- deploy
default:
image: alpine
build_a:
stage: build
script:
- echo "This job builds something."
test_a:
stage: test
needs: [build_a]
script:
- echo "This job tests something."
deploy_a:
stage: deploy
needs: [test_a]
script:
- echo "This job deploys something."
environment: production
Example child b
pipeline configuration, located in /b/.gitlab-ci.yml
, making
use of the needs
keyword:
stages:
- build
- test
- deploy
default:
image: alpine
build_b:
stage: build
script:
- echo "This job builds something else."
test_b:
stage: test
needs: [build_b]
script:
- echo "This job tests something else."
deploy_b:
stage: deploy
needs: [test_b]
script:
- echo "This job deploys something else."
environment: production
Jobs can be set to run before or after triggering child pipelines in GitLab, allowing common setup steps or unified deployment.