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stage | group | info | type |
---|---|---|---|
Verify | Continuous Integration | To determine the technical writer assigned to the Stage/Group associated with this page, see https://about.gitlab.com/handbook/engineering/ux/technical-writing/#assignments | concepts, howto |
Building Docker images with GitLab CI/CD
You can use GitLab CI/CD with Docker Engine to build and test Docker-based projects.
For example, you might want to:
- Create an application image.
- Run tests against the created image.
- Push image to a remote registry.
- Deploy to a server from the pushed image.
Or, if your application already has a Dockerfile
, you can
use it to create and test an image:
docker build -t my-image dockerfiles/
docker run my-image /script/to/run/tests
docker tag my-image my-registry:5000/my-image
docker push my-registry:5000/my-image
To run Docker commands in your CI/CD jobs, you must configure
GitLab Runner to enable docker
support.
Enable Docker commands in your CI/CD jobs
There are three ways to enable the use of docker build
and docker run
during jobs, each with their own tradeoffs. You can use:
- The shell executor
- The Docker executor with the Docker image (Docker-in-Docker)
- Docker socket binding
If you don't want to execute a runner in privileged mode,
but want to use docker build
, you can also use kaniko.
If you are using shared runners on GitLab.com, see GitLab.com shared runners to learn more about how these runners are configured.
Use the shell executor
One way to configure GitLab Runner for docker
support is to use the
shell
executor.
After you register a runner and select the shell
executor,
your job scripts are executed as the gitlab-runner
user.
This user needs permission to run Docker commands.
-
Install GitLab Runner.
-
Register a runner. Select the
shell
executor. For example:sudo gitlab-runner register -n \ --url https://gitlab.com/ \ --registration-token REGISTRATION_TOKEN \ --executor shell \ --description "My Runner"
-
On the server where GitLab Runner is installed, install Docker Engine. View a list of supported platforms.
-
Add the
gitlab-runner
user to thedocker
group:sudo usermod -aG docker gitlab-runner
-
Verify that
gitlab-runner
has access to Docker:sudo -u gitlab-runner -H docker info
-
In GitLab, to verify that everything works, add
docker info
to.gitlab-ci.yml
:before_script: - docker info build_image: script: - docker build -t my-docker-image . - docker run my-docker-image /script/to/run/tests
You can now use docker
commands (and install docker-compose
if needed).
When you add gitlab-runner
to the docker
group, you are effectively granting gitlab-runner
full root permissions.
Learn more about the security of the docker
group.
Use the Docker executor with the Docker image (Docker-in-Docker)
Another way to configure GitLab Runner for docker
support is to
register a runner with the Docker executor and use the Docker image
to run your job scripts. This configuration is referred to as "Docker-in-Docker."
The Docker image has all of the docker
tools installed
and can run the job script in context of the image in privileged mode.
The docker-compose
command is not available in this configuration by default.
To use docker-compose
in your job scripts, follow the docker-compose
installation instructions.
WARNING:
When you enable --docker-privileged
, you are effectively disabling all of
the security mechanisms of containers and exposing your host to privilege
escalation which can lead to container breakout. For more information, check
out the official Docker documentation on
runtime privilege and Linux capabilities.
Docker-in-Docker works well, and is the recommended configuration, but it is not without its own challenges:
-
When using Docker-in-Docker, each job is in a clean environment without the past history. Concurrent jobs work fine because every build gets its own instance of Docker engine so they don't conflict with each other. But this also means that jobs can be slower because there's no caching of layers.
-
By default, Docker 17.09 and higher uses
--storage-driver overlay2
which is the recommended storage driver. See Using the overlayfs driver for details. -
Since the
docker:19.03.12-dind
container and the runner container don't share their root file system, the job's working directory can be used as a mount point for child containers. For example, if you have files you want to share with a child container, you may create a subdirectory under/builds/$CI_PROJECT_PATH
and use it as your mount point (for a more thorough explanation, check issue #41227):variables: MOUNT_POINT: /builds/$CI_PROJECT_PATH/mnt script: - mkdir -p "$MOUNT_POINT" - docker run -v "$MOUNT_POINT:/mnt" my-docker-image
An example project using this approach can be found here: https://gitlab.com/gitlab-examples/docker.
In the examples below, we are using Docker images tags to specify a
specific version, such as docker:19.03.12
. If tags like docker:stable
are used, you have no control over what version is used. This can lead to
unpredictable behavior, especially when new versions are
released.
TLS enabled
The Docker daemon supports connection over TLS and it's done by default for Docker 19.03.12 or higher. This is the suggested way to use the Docker-in-Docker service and GitLab.com shared runners support this.
Docker
Introduced in GitLab Runner 11.11.
-
Install GitLab Runner.
-
Register GitLab Runner from the command line to use
docker
andprivileged
mode:sudo gitlab-runner register -n \ --url https://gitlab.com/ \ --registration-token REGISTRATION_TOKEN \ --executor docker \ --description "My Docker Runner" \ --docker-image "docker:19.03.12" \ --docker-privileged \ --docker-volumes "/certs/client"
The above command registers a new runner to use the special
docker:19.03.12
image, which is provided by Docker. Notice that it's using theprivileged
mode to start the build and service containers. If you want to use Docker-in-Docker mode, you always have to useprivileged = true
in your Docker containers.This also mounts
/certs/client
for the service and build container, which is needed for the Docker client to use the certificates inside of that directory. For more information on how Docker with TLS works, check https://hub.docker.com/_/docker/#tls.The above command creates a
config.toml
entry similar to this:[[runners]] url = "https://gitlab.com/" token = TOKEN executor = "docker" [runners.docker] tls_verify = false image = "docker:19.03.12" privileged = true disable_cache = false volumes = ["/certs/client", "/cache"] [runners.cache] [runners.cache.s3] [runners.cache.gcs]
-
You can now use
docker
in the build script (note the inclusion of thedocker:19.03.12-dind
service):image: docker:19.03.12 variables: # When using dind service, we need to instruct docker to talk with # the daemon started inside of the service. The daemon is available # with a network connection instead of the default # /var/run/docker.sock socket. Docker 19.03 does this automatically # by setting the DOCKER_HOST in # https://github.com/docker-library/docker/blob/d45051476babc297257df490d22cbd806f1b11e4/19.03/docker-entrypoint.sh#L23-L29 # # The 'docker' hostname is the alias of the service container as described at # https://docs.gitlab.com/ee/ci/docker/using_docker_images.html#accessing-the-services. # # Specify to Docker where to create the certificates, Docker will # create them automatically on boot, and will create # `/certs/client` that will be shared between the service and job # container, thanks to volume mount from config.toml DOCKER_TLS_CERTDIR: "/certs" services: - docker:19.03.12-dind before_script: - docker info build: stage: build script: - docker build -t my-docker-image . - docker run my-docker-image /script/to/run/tests
Kubernetes
Introduced in GitLab Runner Helm Chart 0.23.0.
-
Using the Helm chart, update the
values.yml
file to specify a volume mount.runners: config: | [[runners]] [runners.kubernetes] image = "ubuntu:20.04" privileged = true [[runners.kubernetes.volumes.empty_dir]] name = "docker-certs" mount_path = "/certs/client" medium = "Memory"
-
You can now use
docker
in the build script (note the inclusion of thedocker:19.03.13-dind
service):image: docker:19.03.13 variables: # When using dind service, we need to instruct docker to talk with # the daemon started inside of the service. The daemon is available # with a network connection instead of the default # /var/run/docker.sock socket. DOCKER_HOST: tcp://docker:2376 # # The 'docker' hostname is the alias of the service container as described at # https://docs.gitlab.com/ee/ci/docker/using_docker_images.html#accessing-the-services. # If you're using GitLab Runner 12.7 or earlier with the Kubernetes executor and Kubernetes 1.6 or earlier, # the variable must be set to tcp://localhost:2376 because of how the # Kubernetes executor connects services to the job container # DOCKER_HOST: tcp://localhost:2376 # # Specify to Docker where to create the certificates, Docker will # create them automatically on boot, and will create # `/certs/client` that will be shared between the service and job # container, thanks to volume mount from config.toml DOCKER_TLS_CERTDIR: "/certs" # These are usually specified by the entrypoint, however the # Kubernetes executor doesn't run entrypoints # https://gitlab.com/gitlab-org/gitlab-runner/-/issues/4125 DOCKER_TLS_VERIFY: 1 DOCKER_CERT_PATH: "$DOCKER_TLS_CERTDIR/client" services: - docker:19.03.13-dind before_script: - docker info build: stage: build script: - docker build -t my-docker-image . - docker run my-docker-image /script/to/run/tests
TLS disabled
Sometimes there are legitimate reasons why you might want to disable TLS. For example, you have no control over the GitLab Runner configuration that you are using.
Assuming that the runner's config.toml
is similar to:
[[runners]]
url = "https://gitlab.com/"
token = TOKEN
executor = "docker"
[runners.docker]
tls_verify = false
image = "docker:19.03.12"
privileged = true
disable_cache = false
volumes = ["/cache"]
[runners.cache]
[runners.cache.s3]
[runners.cache.gcs]
You can now use docker
in the build script (note the inclusion of the
docker:19.03.12-dind
service):
image: docker:19.03.12
variables:
# When using dind service we need to instruct docker, to talk with the
# daemon started inside of the service. The daemon is available with
# a network connection instead of the default /var/run/docker.sock socket.
#
# The 'docker' hostname is the alias of the service container as described at
# https://docs.gitlab.com/ee/ci/docker/using_docker_images.html#accessing-the-services
#
# If you're using GitLab Runner 12.7 or earlier with the Kubernetes executor and Kubernetes 1.6 or earlier,
# the variable must be set to tcp://localhost:2375 because of how the
# Kubernetes executor connects services to the job container
# DOCKER_HOST: tcp://localhost:2375
#
DOCKER_HOST: tcp://docker:2375
#
# This will instruct Docker not to start over TLS.
DOCKER_TLS_CERTDIR: ""
services:
- docker:19.03.12-dind
before_script:
- docker info
build:
stage: build
script:
- docker build -t my-docker-image .
- docker run my-docker-image /script/to/run/tests
Use Docker socket binding
Another way to configure GitLab Runner for docker
support is to
bind-mount /var/run/docker.sock
into the
container so that Docker is available in the context of the image.
NOTE:
If you bind the Docker socket and you are
using GitLab Runner 11.11 or later,
you can no longer use docker:19.03.12-dind
as a service. Volume bindings
are done to the services as well, making these incompatible.
To make Docker available in the context of the image:
-
Install GitLab Runner.
-
From the command line, register a runner with the
docker
executor and share/var/run/docker.sock
:sudo gitlab-runner register -n \ --url https://gitlab.com/ \ --registration-token REGISTRATION_TOKEN \ --executor docker \ --description "My Docker Runner" \ --docker-image "docker:19.03.12" \ --docker-volumes /var/run/docker.sock:/var/run/docker.sock
This command registers a new runner to use the special
docker:19.03.12
image, which is provided by Docker. The command uses the Docker daemon of the runner itself. Any containers spawned by Docker commands are siblings of the runner rather than children of the runner. This may have complications and limitations that are unsuitable for your workflow.Your
config.toml
file should now have an entry like this:[[runners]] url = "https://gitlab.com/" token = REGISTRATION_TOKEN executor = "docker" [runners.docker] tls_verify = false image = "docker:19.03.12" privileged = false disable_cache = false volumes = ["/var/run/docker.sock:/var/run/docker.sock", "/cache"] [runners.cache] Insecure = false
-
Use
docker
in the build script. You don't need to include thedocker:19.03.12-dind
service, like you do when you're using the Docker-in-Docker executor:image: docker:19.03.12 before_script: - docker info build: stage: build script: - docker build -t my-docker-image . - docker run my-docker-image /script/to/run/tests
This method avoids using Docker in privileged mode. However, the implications of this method are:
-
By sharing the Docker daemon, you are effectively disabling all the security mechanisms of containers and exposing your host to privilege escalation, which can lead to container breakout. For example, if a project ran
docker rm -f $(docker ps -a -q)
it would remove the GitLab Runner containers. -
Concurrent jobs may not work; if your tests create containers with specific names, they may conflict with each other.
-
Sharing files and directories from the source repository into containers may not work as expected. Volume mounting is done in the context of the host machine, not the build container. For example:
docker run --rm -t -i -v $(pwd)/src:/home/app/src test-image:latest run_app_tests
Enable registry mirror for docker:dind
service
When the Docker daemon starts inside of the service container, it uses the default configuration. You may want to configure a registry mirror for performance improvements and ensuring you don't reach DockerHub rate limits.
Inside .gitlab-ci.yml
You can append extra CLI flags to the dind
service to set the registry
mirror:
services:
- name: docker:19.03.13-dind
command: ["--registry-mirror", "https://registry-mirror.example.com"] # Specify the registry mirror to use.
DinD service defined inside of GitLab Runner configuration
Introduced in GitLab Runner 13.6.
If you are an administrator of GitLab Runner and you have the dind
service defined for the Docker
executor,
or the Kubernetes
executor
you can specify the command
to configure the registry mirror for the
Docker daemon.
Docker:
[[runners]]
...
executor = "docker"
[runners.docker]
...
privileged = true
[[runners.docker.services]]
name = "docker:19.03.13-dind"
command = ["--registry-mirror", "https://registry-mirror.example.com"]
Kubernetes:
[[runners]]
...
name = "kubernetes"
[runners.kubernetes]
...
privileged = true
[[runners.kubernetes.services]]
name = "docker:19.03.13-dind"
command = ["--registry-mirror", "https://registry-mirror.example.com"]
Docker executor inside GitLab Runner configuration
If you are an administrator of GitLab Runner and you want to use
the mirror for every dind
service, update the
configuration
to specify a volume
mount.
For example, if you have a /opt/docker/daemon.json
file with the following
content:
{
"registry-mirrors": [
"https://registry-mirror.example.com"
]
}
Update the config.toml
file to mount the file to
/etc/docker/daemon.json
. This would mount the file for every
container that is created by GitLab Runner. The configuration is
picked up by the dind
service.
[[runners]]
...
executor = "docker"
[runners.docker]
image = "alpine:3.12"
privileged = true
volumes = ["/opt/docker/daemon.json:/etc/docker/daemon.json:ro"]
Kubernetes executor inside GitLab Runner configuration
Introduced in GitLab Runner 13.6.
If you are an administrator of GitLab Runner and you want to use
the mirror for every dind
service, update the
configuration
to specify a ConfigMap volume
mount.
For example, if you have a /tmp/daemon.json
file with the following
content:
{
"registry-mirrors": [
"https://registry-mirror.example.com"
]
}
Create a ConfigMap with the content of this file. You can do this with a command like:
kubectl create configmap docker-daemon --namespace gitlab-runner --from-file /tmp/daemon.json
NOTE: Make sure to use the namespace that GitLab Runner Kubernetes executor uses to create job pods in.
After the ConfigMap is created, you can update the config.toml
file to mount the file to /etc/docker/daemon.json
. This update
mounts the file for every container that is created by GitLab Runner.
The configuration is picked up by the dind
service.
[[runners]]
...
executor = "kubernetes"
[runners.kubernetes]
image = "alpine:3.12"
privileged = true
[[runners.kubernetes.volumes.config_map]]
name = "docker-daemon"
mount_path = "/etc/docker/daemon.json"
sub_path = "daemon.json"
Authenticating with registry in Docker-in-Docker
When you use Docker-in-Docker, the normal authentication methods won't work because a fresh Docker daemon is started with the service.
Option 1: Run docker login
In before_script
run docker login
:
image: docker:19.03.13
variables:
DOCKER_TLS_CERTDIR: "/certs"
services:
- docker:19.03.13-dind
build:
stage: build
before_script:
- echo "$DOCKER_REGISTRY_PASS" | docker login $DOCKER_REGISTRY --username $DOCKER_REGISTRY_USER --password-stdin
script:
- docker build -t my-docker-image .
- docker run my-docker-image /script/to/run/tests
To log in to Docker Hub, leave $DOCKER_REGISTRY
empty or remove it.
Option 2: Mount ~/.docker/config.json
on each job
If you are an administrator for GitLab Runner, you can mount a file
with the authentication configuration to ~/.docker/config.json
.
Then every job that the runner picks up will be authenticated already. If you
are using the official docker:19.03.13
image, the home directory is
under /root
.
If you mount the configuration file, any docker
command
that modifies the ~/.docker/config.json
(for example, docker login
)
fails, because the file is mounted as read-only. Do not change it from
read-only, because other problems will occur.
Here is an example of /opt/.docker/config.json
that follows the
DOCKER_AUTH_CONFIG
documentation:
{
"auths": {
"https://index.docker.io/v1/": {
"auth": "bXlfdXNlcm5hbWU6bXlfcGFzc3dvcmQ="
}
}
}
Docker
Update the volume mounts to include the file.
[[runners]]
...
executor = "docker"
[runners.docker]
...
privileged = true
volumes = ["/opt/.docker/config.json:/root/.docker/config.json:ro"]
Kubernetes
Create a ConfigMap with the content of this file. You can do this with a command like:
kubectl create configmap docker-client-config --namespace gitlab-runner --from-file /opt/.docker/config.json
Update the volume mounts to include the file.
[[runners]]
...
executor = "kubernetes"
[runners.kubernetes]
image = "alpine:3.12"
privileged = true
[[runners.kubernetes.volumes.config_map]]
name = "docker-client-config"
mount_path = "/root/.docker/config.json"
# If you are running GitLab Runner 13.5
# or lower you can remove this
sub_path = "config.json"
Option 3: Use DOCKER_AUTH_CONFIG
If you already have
DOCKER_AUTH_CONFIG
defined, you can use the variable and save it in
~/.docker/config.json
.
There are multiple ways to define this. For example:
- Inside
pre_build_script
inside of the runner configuration file. - Inside
before_script
. - Inside of
script
.
Below is an example of
before_script
. The same commands
apply for any solution you implement.
image: docker:19.03.13
variables:
DOCKER_TLS_CERTDIR: "/certs"
services:
- docker:19.03.13-dind
build:
stage: build
before_script:
- mkdir -p $HOME/.docker
- echo $DOCKER_AUTH_CONFIG > $HOME/.docker/config.json
script:
- docker build -t my-docker-image .
- docker run my-docker-image /script/to/run/tests
Making Docker-in-Docker builds faster with Docker layer caching
When using Docker-in-Docker, Docker downloads all layers of your image every
time you create a build. Recent versions of Docker (Docker 1.13 and above) can
use a pre-existing image as a cache during the docker build
step, considerably
speeding up the build process.
How Docker caching works
When running docker build
, each command in Dockerfile
results in a layer.
These layers are kept around as a cache and can be reused if there haven't been
any changes. Change in one layer causes all subsequent layers to be recreated.
You can specify a tagged image to be used as a cache source for the docker build
command by using the --cache-from
argument. Multiple images can be specified
as a cache source by using multiple --cache-from
arguments. Keep in mind that
any image that's used with the --cache-from
argument must first be pulled
(using docker pull
) before it can be used as a cache source.
Using Docker caching
Here's a .gitlab-ci.yml
file showing how Docker caching can be used:
image: docker:19.03.12
services:
- docker:19.03.12-dind
variables:
# Use TLS https://docs.gitlab.com/ee/ci/docker/using_docker_build.html#tls-enabled
DOCKER_HOST: tcp://docker:2376
DOCKER_TLS_CERTDIR: "/certs"
before_script:
- docker login -u $CI_REGISTRY_USER -p $CI_REGISTRY_PASSWORD $CI_REGISTRY
build:
stage: build
script:
- docker pull $CI_REGISTRY_IMAGE:latest || true
- docker build --cache-from $CI_REGISTRY_IMAGE:latest --tag $CI_REGISTRY_IMAGE:$CI_COMMIT_SHA --tag $CI_REGISTRY_IMAGE:latest .
- docker push $CI_REGISTRY_IMAGE:$CI_COMMIT_SHA
- docker push $CI_REGISTRY_IMAGE:latest
The steps in the script
section for the build
stage can be summed up to:
- The first command tries to pull the image from the registry so that it can be
used as a cache for the
docker build
command. - The second command builds a Docker image using the pulled image as a
cache (notice the
--cache-from $CI_REGISTRY_IMAGE:latest
argument) if available, and tags it. - The last two commands push the tagged Docker images to the container registry so that they may also be used as cache for subsequent builds.
Use the OverlayFS driver
NOTE:
The shared runners on GitLab.com use the overlay2
driver by default.
By default, when using docker:dind
, Docker uses the vfs
storage driver which
copies the filesystem on every run. This is a disk-intensive operation
which can be avoided if a different driver is used, for example overlay2
.
Requirements
-
Make sure a recent kernel is used, preferably
>= 4.2
. -
Check whether the
overlay
module is loaded:sudo lsmod | grep overlay
If you see no result, then it isn't loaded. To load it use:
sudo modprobe overlay
If everything went fine, you need to make sure module is loaded on reboot. On Ubuntu systems, this is done by editing
/etc/modules
. Just add the following line into it:overlay
Use the OverlayFS driver per project
You can enable the driver for each project individually by using the DOCKER_DRIVER
environment variable in .gitlab-ci.yml
:
variables:
DOCKER_DRIVER: overlay2
Use the OverlayFS driver for every project
If you use your own GitLab Runners, you
can enable the driver for every project by setting the DOCKER_DRIVER
environment variable in the
[[runners]]
section of config.toml
:
environment = ["DOCKER_DRIVER=overlay2"]
If you're running multiple runners, you have to modify all configuration files.
Read more about the runner configuration and using the OverlayFS storage driver.
Using the GitLab Container Registry
After you've built a Docker image, you can push it up to the built-in GitLab Container Registry.
Troubleshooting
docker: Cannot connect to the Docker daemon at tcp://docker:2375. Is the docker daemon running?
This is a common error when you are using Docker in Docker v19.03 or higher.
This occurs because Docker starts on TLS automatically, so you need to do some setup. If:
- This is the first time setting it up, carefully read using Docker in Docker workflow.
- You are upgrading from v18.09 or earlier, read our upgrade guide.